warning: commands will be executed using /bin/sh
job 3514 at Fri Jul 31 09:59:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse32-150323/YutaMouse32-150323
ElecNo	5
UseFeatures	11111111111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 5.78 and 8.67 GB of RAM.
Memory request: 2.89 GB would take us to total of 2.89 GB.
----------------------------------------------------------
Loaded 1549918 data points of dimension 30.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 0.96 GB would take us to total of 3.85 GB.
------ Running on subset of 516639 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 13 (194 points): Lose 173.339558 but Gain 3262.464713
Iteration 0F (57.770000 sec): 19 clusters
  Score: Raw -74161227.747145 + Penalty 58724.364839 = -74102503.382305
  nChanged 489733
Deleting Class 8 (129 points): Lose 1040.305599 but Gain 3262.464713
Iteration 1F (87.510000 sec): 18 clusters
  Score: Raw -89800211.783935 + Penalty 55461.900126 = -89744749.883809
  nChanged 15781
Deleting Class 15 (217 points): Lose 2520.091736 but Gain 3262.464713
Iteration 2Q (102.290000 sec): 17 clusters
  Score: Raw -90200109.072815 + Penalty 52199.435413 = -90147909.637402
  nChanged 9051
Iteration 3Q (116.900000 sec): 17 clusters
  Score: Raw -90279200.384821 + Penalty 52199.435413 = -90227000.949408
  nChanged 5521
Iteration 4Q (132.070000 sec): 17 clusters
  Score: Raw -90310738.012624 + Penalty 52199.435413 = -90258538.577212
  nChanged 3084
Iteration 5Q (148.140000 sec): 17 clusters
  Score: Raw -90322903.790825 + Penalty 52199.435413 = -90270704.355413
  nChanged 1705
Iteration 6Q (162.020000 sec): 17 clusters
  Score: Raw -90328568.407289 + Penalty 52199.435413 = -90276368.971876
  nChanged 914
Iteration 7Q (176.220000 sec): 17 clusters
  Score: Raw -90331345.052342 + Penalty 52199.435413 = -90279145.616929
  nChanged 604
Iteration 8Q (188.880000 sec): 17 clusters
  Score: Raw -90333103.864250 + Penalty 52199.435413 = -90280904.428837
  nChanged 476
Iteration 9Q (200.850000 sec): 17 clusters
  Score: Raw -90334518.296357 + Penalty 52199.435413 = -90282318.860944
  nChanged 369
Iteration 10Q (212.270000 sec): 17 clusters
  Score: Raw -90335400.943816 + Penalty 52199.435413 = -90283201.508403
  nChanged 264
Iteration 11Q (227.770000 sec): 17 clusters
  Score: Raw -90336080.135568 + Penalty 52199.435413 = -90283880.700156
  nChanged 169
Iteration 12Q (242.120000 sec): 17 clusters
  Score: Raw -90336418.752805 + Penalty 52199.435413 = -90284219.317392
  nChanged 86
Iteration 13Q (258.160000 sec): 17 clusters
  Score: Raw -90336594.142086 + Penalty 52199.435413 = -90284394.706673
  nChanged 58
Iteration 14Q (271.730000 sec): 17 clusters
  Score: Raw -90336641.103010 + Penalty 52199.435413 = -90284441.667598
  nChanged 32
Iteration 15Q (287.930000 sec): 17 clusters
  Score: Raw -90336678.598353 + Penalty 52199.435413 = -90284479.162941
  nChanged 16
Iteration 16Q (301.770000 sec): 17 clusters
  Score: Raw -90336684.743814 + Penalty 52199.435413 = -90284485.308401
  nChanged 9
Iteration 17Q (316.310000 sec): 17 clusters
  Score: Raw -90336688.270805 + Penalty 52199.435413 = -90284488.835392
  nChanged 1
Iteration 18Q (331.010000 sec): 17 clusters
  Score: Raw -90336688.342114 + Penalty 52199.435413 = -90284488.906701
  nChanged 0
Iteration 19F (354.620000 sec): 17 clusters
  Score: Raw -90438549.432796 + Penalty 52199.435413 = -90386349.997383
  nChanged 14808
Writing temp clu file 
Because OldScore, -90284488.906701, is greater than current (better) Score,-90386349.997383 
 Compute initial score before splitting:   Score: Raw -90438549.432796 + Penalty 52199.435413 = -90386349.997383
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (1658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (354.890000 sec): 2 clusters
  Score: Raw -195860.504329 + Penalty 1838.515099 = -194021.989230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (355.080000 sec): 3 clusters
  Score: Raw -195879.531203 + Penalty 3677.030199 = -192202.501005
  nChanged 628
		SP:Iteration 1F (355.250000 sec): 3 clusters
  Score: Raw -199574.893723 + Penalty 3677.030199 = -195897.863524
  nChanged 396
		SP:Iteration 2F (355.440000 sec): 3 clusters
  Score: Raw -205016.246718 + Penalty 3677.030199 = -201339.216520
  nChanged 105
		SP:Iteration 3F (355.630000 sec): 3 clusters
  Score: Raw -206800.756317 + Penalty 3677.030199 = -203123.726119
  nChanged 46
		SP:Iteration 4Q (355.790000 sec): 3 clusters
  Score: Raw -207245.132477 + Penalty 3677.030199 = -203568.102278
  nChanged 18
		SP:Iteration 5Q (355.960000 sec): 3 clusters
  Score: Raw -207338.788905 + Penalty 3677.030199 = -203661.758707
  nChanged 10
		SP:Iteration 6Q (356.160000 sec): 3 clusters
  Score: Raw -207357.621555 + Penalty 3677.030199 = -203680.591357
  nChanged 12
		SP:Iteration 7Q (356.300000 sec): 3 clusters
  Score: Raw -207374.051872 + Penalty 3677.030199 = -203697.021674
  nChanged 3
		SP:Iteration 8Q (356.480000 sec): 3 clusters
  Score: Raw -207380.168075 + Penalty 3677.030199 = -203703.137877
  nChanged 1
		SP:Iteration 9Q (356.600000 sec): 3 clusters
  Score: Raw -207381.189534 + Penalty 3677.030199 = -203704.159335
  nChanged 1
		SP:Iteration 10Q (356.730000 sec): 3 clusters
  Score: Raw -207382.423268 + Penalty 3677.030199 = -203705.393070
  nChanged 1
		SP:Iteration 11Q (356.910000 sec): 3 clusters
  Score: Raw -207383.647375 + Penalty 3677.030199 = -203706.617176
  nChanged 1
		SP:Iteration 12Q (357.100000 sec): 3 clusters
  Score: Raw -207384.933407 + Penalty 3677.030199 = -203707.903209
  nChanged 0
		SP:Iteration 13F (357.270000 sec): 3 clusters
  Score: Raw -207384.991909 + Penalty 3677.030199 = -203707.961710
  nChanged 1
		SP:Iteration 14Q (357.520000 sec): 3 clusters
  Score: Raw -207388.929859 + Penalty 3677.030199 = -203711.899660
  nChanged 1
		SP:Iteration 15Q (357.670000 sec): 3 clusters
  Score: Raw -207391.404992 + Penalty 3677.030199 = -203714.374793
  nChanged 2
		SP:Iteration 16Q (357.880000 sec): 3 clusters
  Score: Raw -207397.989723 + Penalty 3677.030199 = -203720.959525
  nChanged 2
		SP:Iteration 17Q (358.060000 sec): 3 clusters
  Score: Raw -207414.064688 + Penalty 3677.030199 = -203737.034489
  nChanged 1
		SP:Iteration 18Q (358.280000 sec): 3 clusters
  Score: Raw -207418.112044 + Penalty 3677.030199 = -203741.081846
  nChanged 0
		SP:Iteration 19F (358.410000 sec): 3 clusters
  Score: Raw -207418.112044 + Penalty 3677.030199 = -203741.081846
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 8.
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (358.560000 sec): 2 clusters
  Score: Raw -231568.350528 + Penalty 1809.846534 = -229758.503994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (358.740000 sec): 3 clusters
  Score: Raw -231180.739076 + Penalty 3619.693068 = -227561.046008
  nChanged 461
		SP:Iteration 1F (358.940000 sec): 3 clusters
  Score: Raw -231999.962071 + Penalty 3619.693068 = -228380.269002
  nChanged 230
		SP:Iteration 2F (359.030000 sec): 3 clusters
  Score: Raw -232773.161624 + Penalty 3619.693068 = -229153.468555
  nChanged 171
		SP:Iteration 3F (359.160000 sec): 3 clusters
  Score: Raw -233317.669499 + Penalty 3619.693068 = -229697.976431
  nChanged 108
		SP:Iteration 4F (359.300000 sec): 3 clusters
  Score: Raw -233920.940271 + Penalty 3619.693068 = -230301.247203
  nChanged 100
		SP:Iteration 5F (359.460000 sec): 3 clusters
  Score: Raw -234603.295420 + Penalty 3619.693068 = -230983.602352
  nChanged 88
		SP:Iteration 6F (359.620000 sec): 3 clusters
  Score: Raw -235381.669429 + Penalty 3619.693068 = -231761.976361
  nChanged 68
		SP:Iteration 7Q (359.760000 sec): 3 clusters
  Score: Raw -235964.342928 + Penalty 3619.693068 = -232344.649860
  nChanged 47
		SP:Iteration 8Q (359.890000 sec): 3 clusters
  Score: Raw -236182.072782 + Penalty 3619.693068 = -232562.379714
  nChanged 18
		SP:Iteration 9Q (360.000000 sec): 3 clusters
  Score: Raw -236234.066784 + Penalty 3619.693068 = -232614.373716
  nChanged 8
		SP:Iteration 10Q (360.130000 sec): 3 clusters
  Score: Raw -236245.017223 + Penalty 3619.693068 = -232625.324155
  nChanged 1
		SP:Iteration 11Q (360.270000 sec): 3 clusters
  Score: Raw -236247.481808 + Penalty 3619.693068 = -232627.788740
  nChanged 0
		SP:Iteration 12F (360.360000 sec): 3 clusters
  Score: Raw -236250.221550 + Penalty 3619.693068 = -232630.528482
  nChanged 3
		SP:Iteration 13Q (360.480000 sec): 3 clusters
  Score: Raw -236257.409854 + Penalty 3619.693068 = -232637.716786
  nChanged 3
		SP:Iteration 14Q (360.580000 sec): 3 clusters
  Score: Raw -236263.056922 + Penalty 3619.693068 = -232643.363854
  nChanged 2
		SP:Iteration 15Q (360.740000 sec): 3 clusters
  Score: Raw -236265.777438 + Penalty 3619.693068 = -232646.084370
  nChanged 1
		SP:Iteration 16Q (360.910000 sec): 3 clusters
  Score: Raw -236266.988336 + Penalty 3619.693068 = -232647.295268
  nChanged 1
		SP:Iteration 17Q (361.010000 sec): 3 clusters
  Score: Raw -236268.153677 + Penalty 3619.693068 = -232648.460609
  nChanged 0
		SP:Iteration 18F (361.140000 sec): 3 clusters
  Score: Raw -236268.153677 + Penalty 3619.693068 = -232648.460609
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 13.
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (20643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (361.430000 sec): 2 clusters
  Score: Raw -3419096.564230 + Penalty 2463.912626 = -3416632.651604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (361.800000 sec): 3 clusters
  Score: Raw -3407659.796947 + Penalty 4927.825253 = -3402731.971694
  nChanged 9233
		SP:Iteration 1F (362.160000 sec): 3 clusters
  Score: Raw -3419489.450347 + Penalty 4927.825253 = -3414561.625094
  nChanged 3430
		SP:Iteration 2F (362.530000 sec): 3 clusters
  Score: Raw -3427839.594853 + Penalty 4927.825253 = -3422911.769601
  nChanged 2932
		SP:Iteration 3F (362.810000 sec): 3 clusters
  Score: Raw -3433845.211973 + Penalty 4927.825253 = -3428917.386721
  nChanged 1620
		SP:Iteration 4F (363.130000 sec): 3 clusters
  Score: Raw -3436523.054578 + Penalty 4927.825253 = -3431595.229325
  nChanged 679
		SP:Iteration 5Q (363.410000 sec): 3 clusters
  Score: Raw -3437722.019876 + Penalty 4927.825253 = -3432794.194623
  nChanged 327
		SP:Iteration 6Q (363.690000 sec): 3 clusters
  Score: Raw -3438167.841819 + Penalty 4927.825253 = -3433240.016567
  nChanged 211
		SP:Iteration 7Q (364.010000 sec): 3 clusters
  Score: Raw -3438325.046482 + Penalty 4927.825253 = -3433397.221230
  nChanged 137
		SP:Iteration 8Q (364.260000 sec): 3 clusters
  Score: Raw -3438391.599743 + Penalty 4927.825253 = -3433463.774491
  nChanged 89
		SP:Iteration 9Q (364.620000 sec): 3 clusters
  Score: Raw -3438422.213861 + Penalty 4927.825253 = -3433494.388608
  nChanged 60
		SP:Iteration 10Q (364.930000 sec): 3 clusters
  Score: Raw -3438438.922582 + Penalty 4927.825253 = -3433511.097329
  nChanged 36
		SP:Iteration 11Q (365.210000 sec): 3 clusters
  Score: Raw -3438444.971982 + Penalty 4927.825253 = -3433517.146730
  nChanged 18
		SP:Iteration 12Q (365.500000 sec): 3 clusters
  Score: Raw -3438447.863828 + Penalty 4927.825253 = -3433520.038575
  nChanged 18
		SP:Iteration 13Q (365.800000 sec): 3 clusters
  Score: Raw -3438450.204344 + Penalty 4927.825253 = -3433522.379092
  nChanged 10
		SP:Iteration 14Q (366.110000 sec): 3 clusters
  Score: Raw -3438455.270686 + Penalty 4927.825253 = -3433527.445434
  nChanged 10
		SP:Iteration 15Q (366.410000 sec): 3 clusters
  Score: Raw -3438459.730180 + Penalty 4927.825253 = -3433531.904928
  nChanged 16
		SP:Iteration 16Q (366.700000 sec): 3 clusters
  Score: Raw -3438463.399011 + Penalty 4927.825253 = -3433535.573758
  nChanged 21
		SP:Iteration 17Q (367.000000 sec): 3 clusters
  Score: Raw -3438467.032780 + Penalty 4927.825253 = -3433539.207527
  nChanged 20
		SP:Iteration 18Q (367.370000 sec): 3 clusters
  Score: Raw -3438470.166475 + Penalty 4927.825253 = -3433542.341222
  nChanged 11
		SP:Iteration 19Q (367.690000 sec): 3 clusters
  Score: Raw -3438472.140933 + Penalty 4927.825253 = -3433544.315680
  nChanged 9
		SP:Iteration 20F (368.030000 sec): 3 clusters
  Score: Raw -3438473.148755 + Penalty 4927.825253 = -3433545.323503
  nChanged 5
		SP:Iteration 21Q (368.350000 sec): 3 clusters
  Score: Raw -3438473.670513 + Penalty 4927.825253 = -3433545.845260
  nChanged 6
		SP:Iteration 22Q (368.640000 sec): 3 clusters
  Score: Raw -3438474.853132 + Penalty 4927.825253 = -3433547.027879
  nChanged 4
		SP:Iteration 23Q (369.000000 sec): 3 clusters
  Score: Raw -3438475.502574 + Penalty 4927.825253 = -3433547.677321
  nChanged 4
		SP:Iteration 24Q (369.290000 sec): 3 clusters
  Score: Raw -3438477.083775 + Penalty 4927.825253 = -3433549.258522
  nChanged 10
		SP:Iteration 25Q (369.580000 sec): 3 clusters
  Score: Raw -3438479.815384 + Penalty 4927.825253 = -3433551.990132
  nChanged 13
		SP:Iteration 26Q (369.900000 sec): 3 clusters
  Score: Raw -3438481.198163 + Penalty 4927.825253 = -3433553.372910
  nChanged 6
		SP:Iteration 27Q (370.140000 sec): 3 clusters
  Score: Raw -3438482.178313 + Penalty 4927.825253 = -3433554.353061
  nChanged 4
		SP:Iteration 28Q (370.500000 sec): 3 clusters
  Score: Raw -3438482.746970 + Penalty 4927.825253 = -3433554.921717
  nChanged 7
		SP:Iteration 29Q (370.770000 sec): 3 clusters
  Score: Raw -3438485.606330 + Penalty 4927.825253 = -3433557.781077
  nChanged 9
		SP:Iteration 30Q (371.120000 sec): 3 clusters
  Score: Raw -3438487.149329 + Penalty 4927.825253 = -3433559.324076
  nChanged 9
		SP:Iteration 31Q (371.440000 sec): 3 clusters
  Score: Raw -3438488.407816 + Penalty 4927.825253 = -3433560.582563
  nChanged 4
		SP:Iteration 32Q (371.760000 sec): 3 clusters
  Score: Raw -3438488.732624 + Penalty 4927.825253 = -3433560.907371
  nChanged 1
		SP:Iteration 33Q (372.070000 sec): 3 clusters
  Score: Raw -3438488.818925 + Penalty 4927.825253 = -3433560.993673
  nChanged 2
		SP:Iteration 34Q (372.370000 sec): 3 clusters
  Score: Raw -3438489.173862 + Penalty 4927.825253 = -3433561.348609
  nChanged 5
		SP:Iteration 35Q (372.660000 sec): 3 clusters
  Score: Raw -3438489.768034 + Penalty 4927.825253 = -3433561.942781
  nChanged 3
		SP:Iteration 36Q (372.970000 sec): 3 clusters
  Score: Raw -3438490.795323 + Penalty 4927.825253 = -3433562.970070
  nChanged 4
		SP:Iteration 37Q (373.280000 sec): 3 clusters
  Score: Raw -3438491.668766 + Penalty 4927.825253 = -3433563.843514
  nChanged 3
		SP:Iteration 38Q (373.530000 sec): 3 clusters
  Score: Raw -3438492.331817 + Penalty 4927.825253 = -3433564.506564
  nChanged 2
		SP:Iteration 39Q (373.850000 sec): 3 clusters
  Score: Raw -3438492.478005 + Penalty 4927.825253 = -3433564.652752
  nChanged 0
		SP:Iteration 40F (374.200000 sec): 3 clusters
  Score: Raw -3438492.478005 + Penalty 4927.825253 = -3433564.652752
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 15.
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (374.280000 sec): 2 clusters
  Score: Raw -100863.622350 + Penalty 1603.217899 = -99260.404450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (374.440000 sec): 3 clusters
  Score: Raw -100882.388083 + Penalty 3206.435799 = -97675.952284
  nChanged 156
		SP:Iteration 1F (374.590000 sec): 3 clusters
  Score: Raw -101410.682918 + Penalty 3206.435799 = -98204.247120
  nChanged 71
		SP:Iteration 2F (374.790000 sec): 3 clusters
  Score: Raw -101724.913978 + Penalty 3206.435799 = -98518.478179
  nChanged 52
		SP:Iteration 3F (374.940000 sec): 3 clusters
  Score: Raw -101886.852495 + Penalty 3206.435799 = -98680.416696
  nChanged 25
		SP:Iteration 4Q (375.100000 sec): 3 clusters
  Score: Raw -101978.521193 + Penalty 3206.435799 = -98772.085394
  nChanged 25
		SP:Iteration 5Q (375.230000 sec): 3 clusters
  Score: Raw -102136.389914 + Penalty 3206.435799 = -98929.954116
  nChanged 21
		SP:Iteration 6Q (375.380000 sec): 3 clusters
  Score: Raw -102247.265594 + Penalty 3206.435799 = -99040.829795
  nChanged 14
		SP:Iteration 7Q (375.550000 sec): 3 clusters
  Score: Raw -102315.387404 + Penalty 3206.435799 = -99108.951605
  nChanged 9
		SP:Iteration 8Q (375.710000 sec): 3 clusters
  Score: Raw -102362.050067 + Penalty 3206.435799 = -99155.614269
  nChanged 9
		SP:Iteration 9Q (375.880000 sec): 3 clusters
  Score: Raw -102463.335738 + Penalty 3206.435799 = -99256.899940
  nChanged 6
		SP:Iteration 10Q (376.040000 sec): 3 clusters
  Score: Raw -102527.622625 + Penalty 3206.435799 = -99321.186826
  nChanged 2
		SP:Iteration 11Q (376.200000 sec): 3 clusters
  Score: Raw -102615.371797 + Penalty 3206.435799 = -99408.935998
  nChanged 5
		SP:Iteration 12Q (376.360000 sec): 3 clusters
  Score: Raw -102698.721887 + Penalty 3206.435799 = -99492.286089
  nChanged 2
		SP:Iteration 13Q (376.530000 sec): 3 clusters
  Score: Raw -102742.708122 + Penalty 3206.435799 = -99536.272324
  nChanged 3
		SP:Iteration 14Q (376.690000 sec): 3 clusters
  Score: Raw -102774.848805 + Penalty 3206.435799 = -99568.413007
  nChanged 0
		SP:Iteration 15F (376.850000 sec): 3 clusters
  Score: Raw -102809.282785 + Penalty 3206.435799 = -99602.846987
  nChanged 7
		SP:Iteration 16Q (377.020000 sec): 3 clusters
  Score: Raw -102902.568415 + Penalty 3206.435799 = -99696.132617
  nChanged 16
		SP:Iteration 17Q (377.180000 sec): 3 clusters
  Score: Raw -103087.501728 + Penalty 3206.435799 = -99881.065929
  nChanged 10
		SP:Iteration 18Q (377.340000 sec): 3 clusters
  Score: Raw -103203.364643 + Penalty 3206.435799 = -99996.928844
  nChanged 6
		SP:Iteration 19Q (377.500000 sec): 3 clusters
  Score: Raw -103325.325228 + Penalty 3206.435799 = -100118.889430
  nChanged 5
		SP:Iteration 20F (377.670000 sec): 3 clusters
  Score: Raw -103549.705803 + Penalty 3206.435799 = -100343.270004
  nChanged 7
		SP:Iteration 21Q (377.830000 sec): 3 clusters
  Score: Raw -104543.175098 + Penalty 3206.435799 = -101336.739299
  nChanged 0
		SP:Iteration 22F (378.000000 sec): 3 clusters
  Score: Raw -104543.175098 + Penalty 3206.435799 = -101336.739299
  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 3.86 GB.

 Trying to split cluster 5 (6973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (378.130000 sec): 2 clusters
  Score: Raw -1179610.252869 + Penalty 2194.750605 = -1177415.502264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (378.370000 sec): 3 clusters
  Score: Raw -1176133.367512 + Penalty 4389.501210 = -1171743.866302
  nChanged 2786
		SP:Iteration 1F (378.540000 sec): 3 clusters
  Score: Raw -1178753.641901 + Penalty 4389.501210 = -1174364.140691
  nChanged 912
		SP:Iteration 2F (378.670000 sec): 3 clusters
  Score: Raw -1180731.707580 + Penalty 4389.501210 = -1176342.206369
  nChanged 949
		SP:Iteration 3F (378.850000 sec): 3 clusters
  Score: Raw -1182415.456503 + Penalty 4389.501210 = -1178025.955292
  nChanged 687
		SP:Iteration 4F (379.060000 sec): 3 clusters
  Score: Raw -1183476.202305 + Penalty 4389.501210 = -1179086.701095
  nChanged 465
		SP:Iteration 5F (379.200000 sec): 3 clusters
  Score: Raw -1184688.144690 + Penalty 4389.501210 = -1180298.643479
  nChanged 371
		SP:Iteration 6F (379.370000 sec): 3 clusters
  Score: Raw -1185528.660836 + Penalty 4389.501210 = -1181139.159626
  nChanged 229
		SP:Iteration 7Q (379.540000 sec): 3 clusters
  Score: Raw -1185733.056478 + Penalty 4389.501210 = -1181343.555268
  nChanged 146
		SP:Iteration 8Q (379.740000 sec): 3 clusters
  Score: Raw -1185844.496737 + Penalty 4389.501210 = -1181454.995527
  nChanged 113
		SP:Iteration 9Q (379.920000 sec): 3 clusters
  Score: Raw -1185923.900261 + Penalty 4389.501210 = -1181534.399051
  nChanged 78
		SP:Iteration 10Q (380.120000 sec): 3 clusters
  Score: Raw -1185969.181044 + Penalty 4389.501210 = -1181579.679834
  nChanged 56
		SP:Iteration 11Q (380.280000 sec): 3 clusters
  Score: Raw -1185997.073068 + Penalty 4389.501210 = -1181607.571858
  nChanged 49
		SP:Iteration 12Q (380.450000 sec): 3 clusters
  Score: Raw -1186021.039080 + Penalty 4389.501210 = -1181631.537870
  nChanged 36
		SP:Iteration 13Q (380.690000 sec): 3 clusters
  Score: Raw -1186037.463229 + Penalty 4389.501210 = -1181647.962019
  nChanged 23
		SP:Iteration 14Q (380.890000 sec): 3 clusters
  Score: Raw -1186045.250532 + Penalty 4389.501210 = -1181655.749321
  nChanged 28
		SP:Iteration 15Q (381.080000 sec): 3 clusters
  Score: Raw -1186056.200008 + Penalty 4389.501210 = -1181666.698798
  nChanged 20
		SP:Iteration 16Q (381.360000 sec): 3 clusters
  Score: Raw -1186064.044841 + Penalty 4389.501210 = -1181674.543631
  nChanged 16
		SP:Iteration 17Q (381.500000 sec): 3 clusters
  Score: Raw -1186068.858278 + Penalty 4389.501210 = -1181679.357067
  nChanged 11
		SP:Iteration 18Q (381.680000 sec): 3 clusters
  Score: Raw -1186072.926481 + Penalty 4389.501210 = -1181683.425271
  nChanged 8
		SP:Iteration 19Q (381.910000 sec): 3 clusters
  Score: Raw -1186076.287421 + Penalty 4389.501210 = -1181686.786210
  nChanged 8
		SP:Iteration 20F (382.080000 sec): 3 clusters
  Score: Raw -1186085.853708 + Penalty 4389.501210 = -1181696.352498
  nChanged 7
		SP:Iteration 21Q (382.240000 sec): 3 clusters
  Score: Raw -1186097.603767 + Penalty 4389.501210 = -1181708.102556
  nChanged 13
		SP:Iteration 22Q (382.450000 sec): 3 clusters
  Score: Raw -1186104.205809 + Penalty 4389.501210 = -1181714.704598
  nChanged 10
		SP:Iteration 23Q (382.690000 sec): 3 clusters
  Score: Raw -1186114.198605 + Penalty 4389.501210 = -1181724.697395
  nChanged 9
		SP:Iteration 24Q (382.900000 sec): 3 clusters
  Score: Raw -1186118.548854 + Penalty 4389.501210 = -1181729.047643
  nChanged 6
		SP:Iteration 25Q (383.080000 sec): 3 clusters
  Score: Raw -1186120.406449 + Penalty 4389.501210 = -1181730.905239
  nChanged 4
		SP:Iteration 26Q (383.280000 sec): 3 clusters
  Score: Raw -1186120.958499 + Penalty 4389.501210 = -1181731.457288
  nChanged 1
		SP:Iteration 27Q (383.480000 sec): 3 clusters
  Score: Raw -1186121.243603 + Penalty 4389.501210 = -1181731.742392
  nChanged 2
		SP:Iteration 28Q (383.690000 sec): 3 clusters
  Score: Raw -1186121.652761 + Penalty 4389.501210 = -1181732.151551
  nChanged 1
		SP:Iteration 29Q (383.880000 sec): 3 clusters
  Score: Raw -1186121.725818 + Penalty 4389.501210 = -1181732.224607
  nChanged 1
		SP:Iteration 30Q (384.100000 sec): 3 clusters
  Score: Raw -1186121.902613 + Penalty 4389.501210 = -1181732.401402
  nChanged 1
		SP:Iteration 31Q (384.330000 sec): 3 clusters
  Score: Raw -1186122.321408 + Penalty 4389.501210 = -1181732.820198
  nChanged 4
		SP:Iteration 32Q (384.500000 sec): 3 clusters
  Score: Raw -1186124.278872 + Penalty 4389.501210 = -1181734.777662
  nChanged 6
		SP:Iteration 33Q (384.770000 sec): 3 clusters
  Score: Raw -1186126.677933 + Penalty 4389.501210 = -1181737.176723
  nChanged 5
		SP:Iteration 34Q (384.960000 sec): 3 clusters
  Score: Raw -1186128.485552 + Penalty 4389.501210 = -1181738.984342
  nChanged 5
		SP:Iteration 35Q (385.150000 sec): 3 clusters
  Score: Raw -1186130.318530 + Penalty 4389.501210 = -1181740.817319
  nChanged 11
		SP:Iteration 36Q (385.430000 sec): 3 clusters
  Score: Raw -1186134.999197 + Penalty 4389.501210 = -1181745.497987
  nChanged 5
		SP:Iteration 37Q (385.610000 sec): 3 clusters
  Score: Raw -1186137.022260 + Penalty 4389.501210 = -1181747.521050
  nChanged 6
		SP:Iteration 38Q (385.860000 sec): 3 clusters
  Score: Raw -1186139.504989 + Penalty 4389.501210 = -1181750.003778
  nChanged 7
		SP:Iteration 39Q (386.100000 sec): 3 clusters
  Score: Raw -1186142.209395 + Penalty 4389.501210 = -1181752.708184
  nChanged 6
		SP:Iteration 40F (386.360000 sec): 3 clusters
  Score: Raw -1186144.713558 + Penalty 4389.501210 = -1181755.212348
  nChanged 10
		SP:Iteration 41Q (386.590000 sec): 3 clusters
  Score: Raw -1186150.030257 + Penalty 4389.501210 = -1181760.529047
  nChanged 11
		SP:Iteration 42Q (386.760000 sec): 3 clusters
  Score: Raw -1186154.339230 + Penalty 4389.501210 = -1181764.838020
  nChanged 11
		SP:Iteration 43Q (387.010000 sec): 3 clusters
  Score: Raw -1186158.261881 + Penalty 4389.501210 = -1181768.760671
  nChanged 8
		SP:Iteration 44Q (387.230000 sec): 3 clusters
  Score: Raw -1186161.579231 + Penalty 4389.501210 = -1181772.078021
  nChanged 6
		SP:Iteration 45Q (387.450000 sec): 3 clusters
  Score: Raw -1186162.797608 + Penalty 4389.501210 = -1181773.296397
  nChanged 5
		SP:Iteration 46Q (387.660000 sec): 3 clusters
  Score: Raw -1186163.777604 + Penalty 4389.501210 = -1181774.276393
  nChanged 5
		SP:Iteration 47Q (387.880000 sec): 3 clusters
  Score: Raw -1186165.183786 + Penalty 4389.501210 = -1181775.682575
  nChanged 8
		SP:Iteration 48Q (388.110000 sec): 3 clusters
  Score: Raw -1186169.626258 + Penalty 4389.501210 = -1181780.125047
  nChanged 11
		SP:Iteration 49Q (388.320000 sec): 3 clusters
  Score: Raw -1186190.270305 + Penalty 4389.501210 = -1181800.769094
  nChanged 14
		SP:Iteration 50Q (388.530000 sec): 3 clusters
  Score: Raw -1186211.686722 + Penalty 4389.501210 = -1181822.185512
  nChanged 14
		SP:Iteration 51Q (388.750000 sec): 3 clusters
  Score: Raw -1186219.460553 + Penalty 4389.501210 = -1181829.959342
  nChanged 9
		SP:Iteration 52Q (389.060000 sec): 3 clusters
  Score: Raw -1186222.474570 + Penalty 4389.501210 = -1181832.973360
  nChanged 3
		SP:Iteration 53Q (389.280000 sec): 3 clusters
  Score: Raw -1186223.097630 + Penalty 4389.501210 = -1181833.596420
  nChanged 1
		SP:Iteration 54Q (389.450000 sec): 3 clusters
  Score: Raw -1186223.202999 + Penalty 4389.501210 = -1181833.701789
  nChanged 0
		SP:Iteration 55F (389.710000 sec): 3 clusters
  Score: Raw -1186230.900289 + Penalty 4389.501210 = -1181841.399079
  nChanged 2
		SP:Iteration 56Q (389.930000 sec): 3 clusters
  Score: Raw -1186234.461410 + Penalty 4389.501210 = -1181844.960199
  nChanged 6
		SP:Iteration 57Q (390.140000 sec): 3 clusters
  Score: Raw -1186243.769999 + Penalty 4389.501210 = -1181854.268788
  nChanged 7
		SP:Iteration 58Q (390.400000 sec): 3 clusters
  Score: Raw -1186253.187745 + Penalty 4389.501210 = -1181863.686535
  nChanged 7
		SP:Iteration 59Q (390.630000 sec): 3 clusters
  Score: Raw -1186257.086678 + Penalty 4389.501210 = -1181867.585468
  nChanged 6
		SP:Iteration 60F (390.850000 sec): 3 clusters
  Score: Raw -1186268.216074 + Penalty 4389.501210 = -1181878.714863
  nChanged 8
		SP:Iteration 61Q (391.020000 sec): 3 clusters
  Score: Raw -1186317.006027 + Penalty 4389.501210 = -1181927.504817
  nChanged 29
		SP:Iteration 62Q (391.220000 sec): 3 clusters
  Score: Raw -1186412.067702 + Penalty 4389.501210 = -1182022.566492
  nChanged 48
		SP:Iteration 63Q (391.450000 sec): 3 clusters
  Score: Raw -1186612.820735 + Penalty 4389.501210 = -1182223.319525
  nChanged 73
		SP:Iteration 64Q (391.720000 sec): 3 clusters
  Score: Raw -1186845.881667 + Penalty 4389.501210 = -1182456.380457
  nChanged 71
		SP:Iteration 65Q (391.940000 sec): 3 clusters
  Score: Raw -1187004.209736 + Penalty 4389.501210 = -1182614.708525
  nChanged 56
		SP:Iteration 66Q (392.160000 sec): 3 clusters
  Score: Raw -1187096.866532 + Penalty 4389.501210 = -1182707.365322
  nChanged 56
		SP:Iteration 67Q (392.430000 sec): 3 clusters
  Score: Raw -1187164.828991 + Penalty 4389.501210 = -1182775.327781
  nChanged 44
		SP:Iteration 68Q (392.620000 sec): 3 clusters
  Score: Raw -1187201.802268 + Penalty 4389.501210 = -1182812.301058
  nChanged 43
		SP:Iteration 69Q (392.880000 sec): 3 clusters
  Score: Raw -1187228.756545 + Penalty 4389.501210 = -1182839.255335
  nChanged 29
		SP:Iteration 70Q (393.060000 sec): 3 clusters
  Score: Raw -1187241.015123 + Penalty 4389.501210 = -1182851.513913
  nChanged 16
		SP:Iteration 71Q (393.260000 sec): 3 clusters
  Score: Raw -1187248.646312 + Penalty 4389.501210 = -1182859.145102
  nChanged 12
		SP:Iteration 72Q (393.540000 sec): 3 clusters
  Score: Raw -1187254.616934 + Penalty 4389.501210 = -1182865.115723
  nChanged 5
		SP:Iteration 73Q (393.770000 sec): 3 clusters
  Score: Raw -1187257.612531 + Penalty 4389.501210 = -1182868.111320
  nChanged 4
		SP:Iteration 74Q (393.980000 sec): 3 clusters
  Score: Raw -1187260.246879 + Penalty 4389.501210 = -1182870.745669
  nChanged 6
		SP:Iteration 75Q (394.160000 sec): 3 clusters
  Score: Raw -1187263.652142 + Penalty 4389.501210 = -1182874.150931
  nChanged 5
		SP:Iteration 76Q (394.380000 sec): 3 clusters
  Score: Raw -1187265.747395 + Penalty 4389.501210 = -1182876.246185
  nChanged 2
		SP:Iteration 77Q (394.660000 sec): 3 clusters
  Score: Raw -1187266.543715 + Penalty 4389.501210 = -1182877.042505
  nChanged 1
		SP:Iteration 78Q (394.840000 sec): 3 clusters
  Score: Raw -1187266.707315 + Penalty 4389.501210 = -1182877.206105
  nChanged 0
		SP:Iteration 79F (395.070000 sec): 3 clusters
  Score: Raw -1187267.099569 + Penalty 4389.501210 = -1182877.598359
  nChanged 1
		SP:Iteration 80F (395.290000 sec): 3 clusters
  Score: Raw -1187267.466085 + Penalty 4389.501210 = -1182877.964875
  nChanged 1
		SP:Iteration 81Q (395.470000 sec): 3 clusters
  Score: Raw -1187267.547250 + Penalty 4389.501210 = -1182878.046040
  nChanged 0
		SP:Iteration 82F (395.690000 sec): 3 clusters
  Score: Raw -1187267.547250 + Penalty 4389.501210 = -1182878.046040
  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 3.86 GB.

 Trying to split cluster 6 (517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (395.820000 sec): 2 clusters
  Score: Raw -57533.569889 + Penalty 1549.514633 = -55984.055256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (395.980000 sec): 3 clusters
  Score: Raw -57849.640448 + Penalty 3099.029266 = -54750.611182
  nChanged 156
		SP:Iteration 1F (396.170000 sec): 3 clusters
  Score: Raw -59292.459364 + Penalty 3099.029266 = -56193.430098
  nChanged 83
		SP:Iteration 2F (396.330000 sec): 3 clusters
  Score: Raw -61048.812440 + Penalty 3099.029266 = -57949.783175
  nChanged 49
		SP:Iteration 3F (396.440000 sec): 3 clusters
  Score: Raw -62745.300373 + Penalty 3099.029266 = -59646.271107
  nChanged 11
		SP:Iteration 4Q (396.630000 sec): 3 clusters
  Score: Raw -63432.585344 + Penalty 3099.029266 = -60333.556078
  nChanged 2
		SP:Iteration 5Q (396.760000 sec): 3 clusters
  Score: Raw -63508.636590 + Penalty 3099.029266 = -60409.607325
  nChanged 0
		SP:Iteration 6F (396.940000 sec): 3 clusters
  Score: Raw -63508.636590 + Penalty 3099.029266 = -60409.607325
  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 3.86 GB.

 Trying to split cluster 7 (1962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (397.070000 sec): 2 clusters
  Score: Raw -349827.006437 + Penalty 1880.266471 = -347946.739967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (397.230000 sec): 3 clusters
  Score: Raw -349112.785638 + Penalty 3760.532942 = -345352.252697
  nChanged 638
		SP:Iteration 1F (397.420000 sec): 3 clusters
  Score: Raw -349602.991809 + Penalty 3760.532942 = -345842.458868
  nChanged 154
		SP:Iteration 2F (397.630000 sec): 3 clusters
  Score: Raw -349753.145831 + Penalty 3760.532942 = -345992.612889
  nChanged 104
		SP:Iteration 3F (397.810000 sec): 3 clusters
  Score: Raw -349864.312812 + Penalty 3760.532942 = -346103.779870
  nChanged 78
		SP:Iteration 4Q (398.040000 sec): 3 clusters
  Score: Raw -349942.567566 + Penalty 3760.532942 = -346182.034624
  nChanged 55
		SP:Iteration 5Q (398.170000 sec): 3 clusters
  Score: Raw -349998.859893 + Penalty 3760.532942 = -346238.326951
  nChanged 57
		SP:Iteration 6Q (398.360000 sec): 3 clusters
  Score: Raw -350050.022614 + Penalty 3760.532942 = -346289.489673
  nChanged 42
		SP:Iteration 7Q (398.500000 sec): 3 clusters
  Score: Raw -350092.474798 + Penalty 3760.532942 = -346331.941856
  nChanged 37
		SP:Iteration 8Q (398.590000 sec): 3 clusters
  Score: Raw -350129.377762 + Penalty 3760.532942 = -346368.844820
  nChanged 35
		SP:Iteration 9Q (398.720000 sec): 3 clusters
  Score: Raw -350174.058180 + Penalty 3760.532942 = -346413.525238
  nChanged 54
		SP:Iteration 10Q (398.940000 sec): 3 clusters
  Score: Raw -350242.452394 + Penalty 3760.532942 = -346481.919453
  nChanged 80
		SP:Iteration 11Q (399.120000 sec): 3 clusters
  Score: Raw -350402.081362 + Penalty 3760.532942 = -346641.548421
  nChanged 115
		SP:Iteration 12F (399.350000 sec): 3 clusters
  Score: Raw -350782.105112 + Penalty 3760.532942 = -347021.572171
  nChanged 197
		SP:Iteration 13F (399.580000 sec): 3 clusters
  Score: Raw -351752.042252 + Penalty 3760.532942 = -347991.509310
  nChanged 289
		SP:Iteration 14F (399.720000 sec): 3 clusters
  Score: Raw -353903.658350 + Penalty 3760.532942 = -350143.125408
  nChanged 148
		SP:Iteration 15F (399.880000 sec): 3 clusters
  Score: Raw -355669.179018 + Penalty 3760.532942 = -351908.646077
  nChanged 50
		SP:Iteration 16Q (400.080000 sec): 3 clusters
  Score: Raw -356059.431494 + Penalty 3760.532942 = -352298.898553
  nChanged 17
		SP:Iteration 17Q (400.300000 sec): 3 clusters
  Score: Raw -356126.768043 + Penalty 3760.532942 = -352366.235101
  nChanged 6
		SP:Iteration 18Q (400.480000 sec): 3 clusters
  Score: Raw -356138.141083 + Penalty 3760.532942 = -352377.608142
  nChanged 2
		SP:Iteration 19Q (400.640000 sec): 3 clusters
  Score: Raw -356142.140766 + Penalty 3760.532942 = -352381.607824
  nChanged 1
		SP:Iteration 20F (400.820000 sec): 3 clusters
  Score: Raw -356144.796424 + Penalty 3760.532942 = -352384.263482
  nChanged 1
		SP:Iteration 21Q (400.960000 sec): 3 clusters
  Score: Raw -356146.270948 + Penalty 3760.532942 = -352385.738007
  nChanged 0
		SP:Iteration 22F (401.150000 sec): 3 clusters
  Score: Raw -356146.270948 + Penalty 3760.532942 = -352385.738007
  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 3.86 GB.

 Trying to split cluster 9 (2498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (401.260000 sec): 2 clusters
  Score: Raw -432963.464934 + Penalty 1940.164931 = -431023.300003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (401.420000 sec): 3 clusters
  Score: Raw -432058.203138 + Penalty 3880.329863 = -428177.873276
  nChanged 889
		SP:Iteration 1F (401.640000 sec): 3 clusters
  Score: Raw -432956.769584 + Penalty 3880.329863 = -429076.439721
  nChanged 255
		SP:Iteration 2F (401.780000 sec): 3 clusters
  Score: Raw -433455.761806 + Penalty 3880.329863 = -429575.431944
  nChanged 270
		SP:Iteration 3F (401.920000 sec): 3 clusters
  Score: Raw -434083.373119 + Penalty 3880.329863 = -430203.043257
  nChanged 226
		SP:Iteration 4F (402.070000 sec): 3 clusters
  Score: Raw -434701.981890 + Penalty 3880.329863 = -430821.652027
  nChanged 166
		SP:Iteration 5F (402.190000 sec): 3 clusters
  Score: Raw -435201.737799 + Penalty 3880.329863 = -431321.407937
  nChanged 145
		SP:Iteration 6F (402.330000 sec): 3 clusters
  Score: Raw -435684.795026 + Penalty 3880.329863 = -431804.465163
  nChanged 113
		SP:Iteration 7Q (402.520000 sec): 3 clusters
  Score: Raw -436017.060499 + Penalty 3880.329863 = -432136.730636
  nChanged 107
		SP:Iteration 8Q (402.640000 sec): 3 clusters
  Score: Raw -436280.745097 + Penalty 3880.329863 = -432400.415234
  nChanged 99
		SP:Iteration 9Q (402.770000 sec): 3 clusters
  Score: Raw -436537.595817 + Penalty 3880.329863 = -432657.265955
  nChanged 85
		SP:Iteration 10Q (402.910000 sec): 3 clusters
  Score: Raw -436748.383980 + Penalty 3880.329863 = -432868.054118
  nChanged 70
		SP:Iteration 11Q (403.040000 sec): 3 clusters
  Score: Raw -436936.070362 + Penalty 3880.329863 = -433055.740499
  nChanged 61
		SP:Iteration 12Q (403.200000 sec): 3 clusters
  Score: Raw -437088.153205 + Penalty 3880.329863 = -433207.823343
  nChanged 45
		SP:Iteration 13Q (403.280000 sec): 3 clusters
  Score: Raw -437199.381839 + Penalty 3880.329863 = -433319.051976
  nChanged 40
		SP:Iteration 14Q (403.460000 sec): 3 clusters
  Score: Raw -437319.354553 + Penalty 3880.329863 = -433439.024690
  nChanged 31
		SP:Iteration 15Q (403.650000 sec): 3 clusters
  Score: Raw -437393.762349 + Penalty 3880.329863 = -433513.432486
  nChanged 16
		SP:Iteration 16Q (403.720000 sec): 3 clusters
  Score: Raw -437463.659934 + Penalty 3880.329863 = -433583.330071
  nChanged 23
		SP:Iteration 17Q (403.800000 sec): 3 clusters
  Score: Raw -437551.251689 + Penalty 3880.329863 = -433670.921826
  nChanged 22
		SP:Iteration 18Q (403.890000 sec): 3 clusters
  Score: Raw -437671.396005 + Penalty 3880.329863 = -433791.066142
  nChanged 16
		SP:Iteration 19Q (403.980000 sec): 3 clusters
  Score: Raw -437752.627943 + Penalty 3880.329863 = -433872.298080
  nChanged 16
		SP:Iteration 20F (404.060000 sec): 3 clusters
  Score: Raw -437796.477721 + Penalty 3880.329863 = -433916.147859
  nChanged 9
		SP:Iteration 21Q (404.150000 sec): 3 clusters
  Score: Raw -437817.065245 + Penalty 3880.329863 = -433936.735382
  nChanged 8
		SP:Iteration 22Q (404.300000 sec): 3 clusters
  Score: Raw -437838.256854 + Penalty 3880.329863 = -433957.926992
  nChanged 4
		SP:Iteration 23Q (404.460000 sec): 3 clusters
  Score: Raw -437848.787381 + Penalty 3880.329863 = -433968.457518
  nChanged 1
		SP:Iteration 24Q (404.630000 sec): 3 clusters
  Score: Raw -437853.188193 + Penalty 3880.329863 = -433972.858331
  nChanged 1
		SP:Iteration 25Q (404.790000 sec): 3 clusters
  Score: Raw -437856.858421 + Penalty 3880.329863 = -433976.528559
  nChanged 0
		SP:Iteration 26F (404.950000 sec): 3 clusters
  Score: Raw -437856.858421 + Penalty 3880.329863 = -433976.528559
  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 3.86 GB.

 Trying to split cluster 10 (1035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (405.030000 sec): 2 clusters
  Score: Raw -137448.705138 + Penalty 1721.654863 = -135727.050275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (405.200000 sec): 3 clusters
  Score: Raw -137638.782454 + Penalty 3443.309726 = -134195.472728
  nChanged 379
		SP:Iteration 1F (405.360000 sec): 3 clusters
  Score: Raw -139789.553910 + Penalty 3443.309726 = -136346.244184
  nChanged 143
		SP:Iteration 2F (405.520000 sec): 3 clusters
  Score: Raw -140650.541879 + Penalty 3443.309726 = -137207.232153
  nChanged 61
		SP:Iteration 3F (405.680000 sec): 3 clusters
  Score: Raw -140945.584769 + Penalty 3443.309726 = -137502.275043
  nChanged 24
		SP:Iteration 4Q (405.850000 sec): 3 clusters
  Score: Raw -141097.027519 + Penalty 3443.309726 = -137653.717793
  nChanged 18
		SP:Iteration 5Q (406.010000 sec): 3 clusters
  Score: Raw -141312.638452 + Penalty 3443.309726 = -137869.328726
  nChanged 24
		SP:Iteration 6Q (406.180000 sec): 3 clusters
  Score: Raw -141510.404501 + Penalty 3443.309726 = -138067.094775
  nChanged 22
		SP:Iteration 7Q (406.340000 sec): 3 clusters
  Score: Raw -141782.481682 + Penalty 3443.309726 = -138339.171956
  nChanged 15
		SP:Iteration 8Q (406.500000 sec): 3 clusters
  Score: Raw -142095.082114 + Penalty 3443.309726 = -138651.772388
  nChanged 9
		SP:Iteration 9Q (406.660000 sec): 3 clusters
  Score: Raw -142504.237601 + Penalty 3443.309726 = -139060.927875
  nChanged 9
		SP:Iteration 10Q (406.830000 sec): 3 clusters
  Score: Raw -142662.288717 + Penalty 3443.309726 = -139218.978991
  nChanged 2
		SP:Iteration 11Q (406.980000 sec): 3 clusters
  Score: Raw -142685.168726 + Penalty 3443.309726 = -139241.859000
  nChanged 2
		SP:Iteration 12Q (407.140000 sec): 3 clusters
  Score: Raw -142701.937640 + Penalty 3443.309726 = -139258.627914
  nChanged 1
		SP:Iteration 13Q (407.300000 sec): 3 clusters
  Score: Raw -142720.779744 + Penalty 3443.309726 = -139277.470018
  nChanged 1
		SP:Iteration 14Q (407.460000 sec): 3 clusters
  Score: Raw -142724.923303 + Penalty 3443.309726 = -139281.613577
  nChanged 1
		SP:Iteration 15Q (407.620000 sec): 3 clusters
  Score: Raw -142747.267410 + Penalty 3443.309726 = -139303.957684
  nChanged 2
		SP:Iteration 16Q (407.780000 sec): 3 clusters
  Score: Raw -142755.948370 + Penalty 3443.309726 = -139312.638644
  nChanged 2
		SP:Iteration 17Q (407.940000 sec): 3 clusters
  Score: Raw -142761.376751 + Penalty 3443.309726 = -139318.067025
  nChanged 1
		SP:Iteration 18Q (408.100000 sec): 3 clusters
  Score: Raw -142762.865757 + Penalty 3443.309726 = -139319.556031
  nChanged 0
		SP:Iteration 19F (408.260000 sec): 3 clusters
  Score: Raw -142938.629187 + Penalty 3443.309726 = -139495.319461
  nChanged 11
		SP:Iteration 20F (408.420000 sec): 3 clusters
  Score: Raw -144321.465377 + Penalty 3443.309726 = -140878.155651
  nChanged 5
		SP:Iteration 21Q (408.580000 sec): 3 clusters
  Score: Raw -144340.049156 + Penalty 3443.309726 = -140896.739430
  nChanged 3
		SP:Iteration 22Q (408.740000 sec): 3 clusters
  Score: Raw -144350.039605 + Penalty 3443.309726 = -140906.729879
  nChanged 1
		SP:Iteration 23Q (408.900000 sec): 3 clusters
  Score: Raw -144352.447946 + Penalty 3443.309726 = -140909.138220
  nChanged 0
		SP:Iteration 24F (409.060000 sec): 3 clusters
  Score: Raw -144352.447946 + Penalty 3443.309726 = -140909.138220
  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 3.86 GB.

 Trying to split cluster 11 (269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (409.140000 sec): 2 clusters
  Score: Raw -38450.415877 + Penalty 1387.488422 = -37062.927455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (409.300000 sec): 3 clusters
  Score: Raw -38765.626268 + Penalty 2774.976844 = -35990.649423
  nChanged 41
		SP:Iteration 1F (409.460000 sec): 3 clusters
  Score: Raw -39041.316400 + Penalty 2774.976844 = -36266.339556
  nChanged 15
		SP:Iteration 2F (409.620000 sec): 3 clusters
  Score: Raw -39151.715546 + Penalty 2774.976844 = -36376.738702
  nChanged 9
		SP:Iteration 3Q (409.780000 sec): 3 clusters
  Score: Raw -39233.065230 + Penalty 2774.976844 = -36458.088386
  nChanged 4
		SP:Iteration 4Q (409.940000 sec): 3 clusters
  Score: Raw -39285.258620 + Penalty 2774.976844 = -36510.281776
  nChanged 5
		SP:Iteration 5Q (410.110000 sec): 3 clusters
  Score: Raw -39305.781016 + Penalty 2774.976844 = -36530.804171
  nChanged 0
		SP:Iteration 6F (410.260000 sec): 3 clusters
  Score: Raw -39305.781016 + Penalty 2774.976844 = -36530.804171
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (410.340000 sec): 2 clusters
  Score: Raw -110421.454091 + Penalty 1667.212189 = -108754.241901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (410.500000 sec): 3 clusters
  Score: Raw -110689.983969 + Penalty 3334.424378 = -107355.559591
  nChanged 277
		SP:Iteration 1F (410.660000 sec): 3 clusters
  Score: Raw -111881.438939 + Penalty 3334.424378 = -108547.014560
  nChanged 143
		SP:Iteration 2F (410.820000 sec): 3 clusters
  Score: Raw -112533.672150 + Penalty 3334.424378 = -109199.247771
  nChanged 75
		SP:Iteration 3F (410.980000 sec): 3 clusters
  Score: Raw -112954.712243 + Penalty 3334.424378 = -109620.287864
  nChanged 54
		SP:Iteration 4F (411.140000 sec): 3 clusters
  Score: Raw -113248.212182 + Penalty 3334.424378 = -109913.787804
  nChanged 24
		SP:Iteration 5Q (411.300000 sec): 3 clusters
  Score: Raw -113419.847721 + Penalty 3334.424378 = -110085.423343
  nChanged 12
		SP:Iteration 6Q (411.460000 sec): 3 clusters
  Score: Raw -113496.550137 + Penalty 3334.424378 = -110162.125758
  nChanged 16
		SP:Iteration 7Q (411.620000 sec): 3 clusters
  Score: Raw -113556.333480 + Penalty 3334.424378 = -110221.909101
  nChanged 10
		SP:Iteration 8Q (411.790000 sec): 3 clusters
  Score: Raw -113572.136910 + Penalty 3334.424378 = -110237.712531
  nChanged 6
		SP:Iteration 9Q (411.960000 sec): 3 clusters
  Score: Raw -113614.165448 + Penalty 3334.424378 = -110279.741070
  nChanged 5
		SP:Iteration 10Q (412.120000 sec): 3 clusters
  Score: Raw -113657.160250 + Penalty 3334.424378 = -110322.735872
  nChanged 3
		SP:Iteration 11Q (412.300000 sec): 3 clusters
  Score: Raw -113661.785362 + Penalty 3334.424378 = -110327.360984
  nChanged 2
		SP:Iteration 12Q (412.500000 sec): 3 clusters
  Score: Raw -113664.376529 + Penalty 3334.424378 = -110329.952151
  nChanged 1
		SP:Iteration 13Q (412.670000 sec): 3 clusters
  Score: Raw -113669.729944 + Penalty 3334.424378 = -110335.305566
  nChanged 1
		SP:Iteration 14Q (412.810000 sec): 3 clusters
  Score: Raw -113671.606880 + Penalty 3334.424378 = -110337.182502
  nChanged 0
		SP:Iteration 15F (412.970000 sec): 3 clusters
  Score: Raw -113672.411282 + Penalty 3334.424378 = -110337.986903
  nChanged 1
		SP:Iteration 16Q (413.140000 sec): 3 clusters
  Score: Raw -113673.992312 + Penalty 3334.424378 = -110339.567934
  nChanged 0
		SP:Iteration 17F (413.300000 sec): 3 clusters
  Score: Raw -113673.992312 + Penalty 3334.424378 = -110339.567934
  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 3.86 GB.

 Trying to split cluster 14 (469027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (416.740000 sec): 2 clusters
  Score: Raw -83737014.592622 + Penalty 3238.487073 = -83733776.105549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (419.820000 sec): 3 clusters
  Score: Raw -83424484.847381 + Penalty 6476.974145 = -83418007.873236
  nChanged 228413
		SP:Iteration 1F (423.120000 sec): 3 clusters
  Score: Raw -83581252.929400 + Penalty 6476.974145 = -83574775.955255
  nChanged 46765
		SP:Iteration 2F (427.040000 sec): 3 clusters
  Score: Raw -83677665.634767 + Penalty 6476.974145 = -83671188.660622
  nChanged 72580
		SP:Iteration 3F (430.270000 sec): 3 clusters
  Score: Raw -83824936.882095 + Penalty 6476.974145 = -83818459.907950
  nChanged 57309
		SP:Iteration 4F (433.450000 sec): 3 clusters
  Score: Raw -83918955.870842 + Penalty 6476.974145 = -83912478.896697
  nChanged 37241
		SP:Iteration 5F (436.530000 sec): 3 clusters
  Score: Raw -83975450.551776 + Penalty 6476.974145 = -83968973.577631
  nChanged 31921
		SP:Iteration 6F (439.750000 sec): 3 clusters
  Score: Raw -84020472.267950 + Penalty 6476.974145 = -84013995.293805
  nChanged 28812
		SP:Iteration 7F (443.990000 sec): 3 clusters
  Score: Raw -84058923.897115 + Penalty 6476.974145 = -84052446.922970
  nChanged 23045
		SP:Iteration 8Q (446.830000 sec): 3 clusters
  Score: Raw -84088076.882480 + Penalty 6476.974145 = -84081599.908335
  nChanged 16405
		SP:Iteration 9Q (449.840000 sec): 3 clusters
  Score: Raw -84105688.187073 + Penalty 6476.974145 = -84099211.212927
  nChanged 10503
		SP:Iteration 10Q (453.030000 sec): 3 clusters
  Score: Raw -84113664.071173 + Penalty 6476.974145 = -84107187.097028
  nChanged 6403
		SP:Iteration 11Q (456.140000 sec): 3 clusters
  Score: Raw -84116717.572682 + Penalty 6476.974145 = -84110240.598537
  nChanged 3872
		SP:Iteration 12Q (459.240000 sec): 3 clusters
  Score: Raw -84117830.698084 + Penalty 6476.974145 = -84111353.723939
  nChanged 2237
		SP:Iteration 13Q (462.870000 sec): 3 clusters
  Score: Raw -84118214.141542 + Penalty 6476.974145 = -84111737.167397
  nChanged 1276
		SP:Iteration 14Q (465.880000 sec): 3 clusters
  Score: Raw -84118346.385206 + Penalty 6476.974145 = -84111869.411061
  nChanged 766
		SP:Iteration 15Q (469.110000 sec): 3 clusters
  Score: Raw -84118393.519047 + Penalty 6476.974145 = -84111916.544902
  nChanged 430
		SP:Iteration 16Q (472.080000 sec): 3 clusters
  Score: Raw -84118409.715679 + Penalty 6476.974145 = -84111932.741534
  nChanged 232
		SP:Iteration 17Q (475.300000 sec): 3 clusters
  Score: Raw -84118414.599226 + Penalty 6476.974145 = -84111937.625081
  nChanged 120
		SP:Iteration 18Q (479.230000 sec): 3 clusters
  Score: Raw -84118416.359145 + Penalty 6476.974145 = -84111939.385000
  nChanged 77
		SP:Iteration 19Q (481.960000 sec): 3 clusters
  Score: Raw -84118417.257491 + Penalty 6476.974145 = -84111940.283346
  nChanged 47
		SP:Iteration 20F (485.250000 sec): 3 clusters
  Score: Raw -84118417.731016 + Penalty 6476.974145 = -84111940.756871
  nChanged 31
		SP:Iteration 21Q (488.310000 sec): 3 clusters
  Score: Raw -84118418.002389 + Penalty 6476.974145 = -84111941.028244
  nChanged 14
		SP:Iteration 22Q (491.380000 sec): 3 clusters
  Score: Raw -84118418.106492 + Penalty 6476.974145 = -84111941.132347
  nChanged 12
		SP:Iteration 23Q (494.540000 sec): 3 clusters
  Score: Raw -84118418.186286 + Penalty 6476.974145 = -84111941.212141
  nChanged 8
		SP:Iteration 24Q (498.390000 sec): 3 clusters
  Score: Raw -84118418.229320 + Penalty 6476.974145 = -84111941.255175
  nChanged 1
		SP:Iteration 25Q (501.440000 sec): 3 clusters
  Score: Raw -84118418.233532 + Penalty 6476.974145 = -84111941.259386
  nChanged 0
		SP:Iteration 26F (504.660000 sec): 3 clusters
  Score: Raw -84118418.233532 + Penalty 6476.974145 = -84111941.259386
  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 3.86 GB.

 Trying to split cluster 16 (1731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (505.120000 sec): 2 clusters
  Score: Raw -271885.866358 + Penalty 1849.200730 = -270036.665629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (505.380000 sec): 3 clusters
  Score: Raw -271438.860789 + Penalty 3698.401459 = -267740.459329
  nChanged 566
		SP:Iteration 1F (505.530000 sec): 3 clusters
  Score: Raw -272760.587267 + Penalty 3698.401459 = -269062.185808
  nChanged 250
		SP:Iteration 2F (505.730000 sec): 3 clusters
  Score: Raw -273922.064554 + Penalty 3698.401459 = -270223.663095
  nChanged 206
		SP:Iteration 3F (505.900000 sec): 3 clusters
  Score: Raw -275068.430639 + Penalty 3698.401459 = -271370.029180
  nChanged 124
		SP:Iteration 4F (506.090000 sec): 3 clusters
  Score: Raw -275631.591391 + Penalty 3698.401459 = -271933.189932
  nChanged 64
		SP:Iteration 5Q (506.280000 sec): 3 clusters
  Score: Raw -275956.922615 + Penalty 3698.401459 = -272258.521156
  nChanged 42
		SP:Iteration 6Q (506.490000 sec): 3 clusters
  Score: Raw -276196.771159 + Penalty 3698.401459 = -272498.369700
  nChanged 37
		SP:Iteration 7Q (506.710000 sec): 3 clusters
  Score: Raw -276432.250323 + Penalty 3698.401459 = -272733.848863
  nChanged 24
		SP:Iteration 8Q (506.840000 sec): 3 clusters
  Score: Raw -276569.375532 + Penalty 3698.401459 = -272870.974073
  nChanged 9
		SP:Iteration 9Q (506.980000 sec): 3 clusters
  Score: Raw -276628.712599 + Penalty 3698.401459 = -272930.311140
  nChanged 4
		SP:Iteration 10Q (507.180000 sec): 3 clusters
  Score: Raw -276652.117374 + Penalty 3698.401459 = -272953.715915
  nChanged 1
		SP:Iteration 11Q (507.340000 sec): 3 clusters
  Score: Raw -276666.621646 + Penalty 3698.401459 = -272968.220186
  nChanged 1
		SP:Iteration 12Q (507.600000 sec): 3 clusters
  Score: Raw -276668.431288 + Penalty 3698.401459 = -272970.029829
  nChanged 0
		SP:Iteration 13F (507.800000 sec): 3 clusters
  Score: Raw -276734.317822 + Penalty 3698.401459 = -273035.916362
  nChanged 8
		SP:Iteration 14Q (507.970000 sec): 3 clusters
  Score: Raw -276850.469446 + Penalty 3698.401459 = -273152.067986
  nChanged 13
		SP:Iteration 15Q (508.100000 sec): 3 clusters
  Score: Raw -277117.655519 + Penalty 3698.401459 = -273419.254059
  nChanged 10
		SP:Iteration 16Q (508.320000 sec): 3 clusters
  Score: Raw -277451.466235 + Penalty 3698.401459 = -273753.064775
  nChanged 9
		SP:Iteration 17Q (508.480000 sec): 3 clusters
  Score: Raw -277991.854288 + Penalty 3698.401459 = -274293.452829
  nChanged 8
		SP:Iteration 18Q (508.680000 sec): 3 clusters
  Score: Raw -278138.464936 + Penalty 3698.401459 = -274440.063477
  nChanged 16
		SP:Iteration 19Q (508.880000 sec): 3 clusters
  Score: Raw -278247.052008 + Penalty 3698.401459 = -274548.650548
  nChanged 11
		SP:Iteration 20F (509.040000 sec): 3 clusters
  Score: Raw -278338.208482 + Penalty 3698.401459 = -274639.807022
  nChanged 11
		SP:Iteration 21Q (509.170000 sec): 3 clusters
  Score: Raw -278410.410414 + Penalty 3698.401459 = -274712.008955
  nChanged 9
		SP:Iteration 22Q (509.380000 sec): 3 clusters
  Score: Raw -278466.927843 + Penalty 3698.401459 = -274768.526383
  nChanged 7
		SP:Iteration 23Q (509.540000 sec): 3 clusters
  Score: Raw -278518.288324 + Penalty 3698.401459 = -274819.886865
  nChanged 4
		SP:Iteration 24Q (509.680000 sec): 3 clusters
  Score: Raw -278540.724806 + Penalty 3698.401459 = -274842.323347
  nChanged 2
		SP:Iteration 25Q (509.870000 sec): 3 clusters
  Score: Raw -278544.758002 + Penalty 3698.401459 = -274846.356542
  nChanged 3
		SP:Iteration 26Q (510.040000 sec): 3 clusters
  Score: Raw -278549.508512 + Penalty 3698.401459 = -274851.107053
  nChanged 1
		SP:Iteration 27Q (510.190000 sec): 3 clusters
  Score: Raw -278551.587784 + Penalty 3698.401459 = -274853.186324
  nChanged 1
		SP:Iteration 28Q (510.340000 sec): 3 clusters
  Score: Raw -278553.191470 + Penalty 3698.401459 = -274854.790010
  nChanged 0
		SP:Iteration 29F (510.540000 sec): 3 clusters
  Score: Raw -278553.191470 + Penalty 3698.401459 = -274854.790010
  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 3.86 GB.

 Trying to split cluster 17 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (510.610000 sec): 2 clusters
  Score: Raw -85484.614112 + Penalty 1569.770785 = -83914.843327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (510.720000 sec): 3 clusters
  Score: Raw -85534.968650 + Penalty 3139.541569 = -82395.427081
  nChanged 120
		SP:Iteration 1F (510.840000 sec): 3 clusters
  Score: Raw -85957.396085 + Penalty 3139.541569 = -82817.854516
  nChanged 41
		SP:Iteration 2F (511.040000 sec): 3 clusters
  Score: Raw -86065.092906 + Penalty 3139.541569 = -82925.551336
  nChanged 23
		SP:Iteration 3Q (511.240000 sec): 3 clusters
  Score: Raw -86122.057871 + Penalty 3139.541569 = -82982.516302
  nChanged 19
		SP:Iteration 4Q (511.380000 sec): 3 clusters
  Score: Raw -86176.612867 + Penalty 3139.541569 = -83037.071298
  nChanged 9
		SP:Iteration 5Q (511.500000 sec): 3 clusters
  Score: Raw -86202.984103 + Penalty 3139.541569 = -83063.442533
  nChanged 5
		SP:Iteration 6Q (511.640000 sec): 3 clusters
  Score: Raw -86213.767658 + Penalty 3139.541569 = -83074.226089
  nChanged 8
		SP:Iteration 7Q (511.800000 sec): 3 clusters
  Score: Raw -86246.065731 + Penalty 3139.541569 = -83106.524162
  nChanged 4
		SP:Iteration 8Q (511.970000 sec): 3 clusters
  Score: Raw -86259.547395 + Penalty 3139.541569 = -83120.005825
  nChanged 4
		SP:Iteration 9Q (512.100000 sec): 3 clusters
  Score: Raw -86302.295221 + Penalty 3139.541569 = -83162.753651
  nChanged 5
		SP:Iteration 10Q (512.230000 sec): 3 clusters
  Score: Raw -86316.569353 + Penalty 3139.541569 = -83177.027784
  nChanged 3
		SP:Iteration 11Q (512.370000 sec): 3 clusters
  Score: Raw -86323.844458 + Penalty 3139.541569 = -83184.302889
  nChanged 0
		SP:Iteration 12F (512.520000 sec): 3 clusters
  Score: Raw -86323.844458 + Penalty 3139.541569 = -83184.302889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (512.610000 sec): 2 clusters
  Score: Raw -104323.727937 + Penalty 1639.452619 = -102684.275318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (512.750000 sec): 3 clusters
  Score: Raw -104548.368881 + Penalty 3278.905238 = -101269.463643
  nChanged 259
		SP:Iteration 1F (512.890000 sec): 3 clusters
  Score: Raw -105466.864440 + Penalty 3278.905238 = -102187.959202
  nChanged 105
		SP:Iteration 2F (513.020000 sec): 3 clusters
  Score: Raw -106112.508019 + Penalty 3278.905238 = -102833.602781
  nChanged 56
		SP:Iteration 3F (513.180000 sec): 3 clusters
  Score: Raw -106634.004883 + Penalty 3278.905238 = -103355.099644
  nChanged 53
		SP:Iteration 4F (513.320000 sec): 3 clusters
  Score: Raw -107043.874675 + Penalty 3278.905238 = -103764.969437
  nChanged 37
		SP:Iteration 5Q (513.460000 sec): 3 clusters
  Score: Raw -107335.544414 + Penalty 3278.905238 = -104056.639176
  nChanged 30
		SP:Iteration 6Q (513.600000 sec): 3 clusters
  Score: Raw -107603.600029 + Penalty 3278.905238 = -104324.694791
  nChanged 23
		SP:Iteration 7Q (513.740000 sec): 3 clusters
  Score: Raw -107718.419965 + Penalty 3278.905238 = -104439.514727
  nChanged 16
		SP:Iteration 8Q (513.820000 sec): 3 clusters
  Score: Raw -107769.705705 + Penalty 3278.905238 = -104490.800467
  nChanged 8
		SP:Iteration 9Q (513.950000 sec): 3 clusters
  Score: Raw -107804.047577 + Penalty 3278.905238 = -104525.142339
  nChanged 4
		SP:Iteration 10Q (514.090000 sec): 3 clusters
  Score: Raw -107851.316235 + Penalty 3278.905238 = -104572.410996
  nChanged 4
		SP:Iteration 11Q (514.240000 sec): 3 clusters
  Score: Raw -107930.680909 + Penalty 3278.905238 = -104651.775671
  nChanged 2
		SP:Iteration 12Q (514.380000 sec): 3 clusters
  Score: Raw -108005.047976 + Penalty 3278.905238 = -104726.142738
  nChanged 8
		SP:Iteration 13Q (514.520000 sec): 3 clusters
  Score: Raw -108196.073351 + Penalty 3278.905238 = -104917.168113
  nChanged 7
		SP:Iteration 14Q (514.660000 sec): 3 clusters
  Score: Raw -108343.712989 + Penalty 3278.905238 = -105064.807751
  nChanged 3
		SP:Iteration 15Q (514.800000 sec): 3 clusters
  Score: Raw -108377.419165 + Penalty 3278.905238 = -105098.513927
  nChanged 0
		SP:Iteration 16F (514.940000 sec): 3 clusters
  Score: Raw -108407.464385 + Penalty 3278.905238 = -105128.559146
  nChanged 4
		SP:Iteration 17Q (515.070000 sec): 3 clusters
  Score: Raw -108513.973930 + Penalty 3278.905238 = -105235.068692
  nChanged 1
		SP:Iteration 18Q (515.210000 sec): 3 clusters
  Score: Raw -108521.254020 + Penalty 3278.905238 = -105242.348781
  nChanged 1
		SP:Iteration 19Q (515.340000 sec): 3 clusters
  Score: Raw -108527.509711 + Penalty 3278.905238 = -105248.604473
  nChanged 0
		SP:Iteration 20F (515.480000 sec): 3 clusters
  Score: Raw -108527.509711 + Penalty 3278.905238 = -105248.604473
  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 3.86 GB.

 Trying to split cluster 19 (2034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (515.610000 sec): 2 clusters
  Score: Raw -287581.441881 + Penalty 1889.204375 = -285692.237506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (515.770000 sec): 3 clusters
  Score: Raw -287238.682443 + Penalty 3778.408750 = -283460.273693
  nChanged 716
		SP:Iteration 1F (515.930000 sec): 3 clusters
  Score: Raw -288876.520600 + Penalty 3778.408750 = -285098.111850
  nChanged 289
		SP:Iteration 2F (516.110000 sec): 3 clusters
  Score: Raw -290372.530379 + Penalty 3778.408750 = -286594.121629
  nChanged 323
		SP:Iteration 3F (516.280000 sec): 3 clusters
  Score: Raw -294207.247984 + Penalty 3778.408750 = -290428.839234
  nChanged 205
		SP:Iteration 4F (516.440000 sec): 3 clusters
  Score: Raw -296145.731250 + Penalty 3778.408750 = -292367.322500
  nChanged 62
		SP:Iteration 5Q (516.550000 sec): 3 clusters
  Score: Raw -296589.737529 + Penalty 3778.408750 = -292811.328779
  nChanged 33
		SP:Iteration 6Q (516.730000 sec): 3 clusters
  Score: Raw -296774.812756 + Penalty 3778.408750 = -292996.404006
  nChanged 32
		SP:Iteration 7Q (516.850000 sec): 3 clusters
  Score: Raw -296908.735870 + Penalty 3778.408750 = -293130.327120
  nChanged 32
		SP:Iteration 8Q (516.980000 sec): 3 clusters
  Score: Raw -297041.842234 + Penalty 3778.408750 = -293263.433484
  nChanged 34
		SP:Iteration 9Q (517.150000 sec): 3 clusters
  Score: Raw -297205.426945 + Penalty 3778.408750 = -293427.018195
  nChanged 24
		SP:Iteration 10Q (517.280000 sec): 3 clusters
  Score: Raw -297369.768979 + Penalty 3778.408750 = -293591.360229
  nChanged 14
		SP:Iteration 11Q (517.410000 sec): 3 clusters
  Score: Raw -297426.480872 + Penalty 3778.408750 = -293648.072122
  nChanged 0
		SP:Iteration 12F (517.540000 sec): 3 clusters
  Score: Raw -297454.251712 + Penalty 3778.408750 = -293675.842962
  nChanged 2
		SP:Iteration 13Q (517.640000 sec): 3 clusters
  Score: Raw -297500.366747 + Penalty 3778.408750 = -293721.957997
  nChanged 0
		SP:Iteration 14F (517.800000 sec): 3 clusters
  Score: Raw -297507.410938 + Penalty 3778.408750 = -293729.002188
  nChanged 1
		SP:Iteration 15Q (517.960000 sec): 3 clusters
  Score: Raw -297531.113720 + Penalty 3778.408750 = -293752.704970
  nChanged 2
		SP:Iteration 16Q (518.120000 sec): 3 clusters
  Score: Raw -297544.396503 + Penalty 3778.408750 = -293765.987753
  nChanged 1
		SP:Iteration 17Q (518.280000 sec): 3 clusters
  Score: Raw -297550.952445 + Penalty 3778.408750 = -293772.543695
  nChanged 3
		SP:Iteration 18Q (518.440000 sec): 3 clusters
  Score: Raw -297565.823391 + Penalty 3778.408750 = -293787.414641
  nChanged 2
		SP:Iteration 19Q (518.600000 sec): 3 clusters
  Score: Raw -297576.010022 + Penalty 3778.408750 = -293797.601272
  nChanged 1
		SP:Iteration 20F (518.760000 sec): 3 clusters
  Score: Raw -297611.158311 + Penalty 3778.408750 = -293832.749561
  nChanged 6
		SP:Iteration 21Q (518.920000 sec): 3 clusters
  Score: Raw -297683.371779 + Penalty 3778.408750 = -293904.963029
  nChanged 8
		SP:Iteration 22Q (519.080000 sec): 3 clusters
  Score: Raw -297770.781737 + Penalty 3778.408750 = -293992.372987
  nChanged 3
		SP:Iteration 23Q (519.240000 sec): 3 clusters
  Score: Raw -297835.445519 + Penalty 3778.408750 = -294057.036769
  nChanged 5
		SP:Iteration 24Q (519.400000 sec): 3 clusters
  Score: Raw -297903.905645 + Penalty 3778.408750 = -294125.496895
  nChanged 5
		SP:Iteration 25Q (519.560000 sec): 3 clusters
  Score: Raw -298011.482191 + Penalty 3778.408750 = -294233.073441
  nChanged 4
		SP:Iteration 26Q (519.720000 sec): 3 clusters
  Score: Raw -298068.881194 + Penalty 3778.408750 = -294290.472444
  nChanged 4
		SP:Iteration 27Q (519.910000 sec): 3 clusters
  Score: Raw -298155.070420 + Penalty 3778.408750 = -294376.661670
  nChanged 2
		SP:Iteration 28Q (520.040000 sec): 3 clusters
  Score: Raw -298200.108502 + Penalty 3778.408750 = -294421.699752
  nChanged 4
		SP:Iteration 29Q (520.200000 sec): 3 clusters
  Score: Raw -298267.934115 + Penalty 3778.408750 = -294489.525365
  nChanged 2
		SP:Iteration 30Q (520.360000 sec): 3 clusters
  Score: Raw -298312.256632 + Penalty 3778.408750 = -294533.847882
  nChanged 4
		SP:Iteration 31Q (520.520000 sec): 3 clusters
  Score: Raw -298456.690843 + Penalty 3778.408750 = -294678.282093
  nChanged 4
		SP:Iteration 32Q (520.680000 sec): 3 clusters
  Score: Raw -298567.374191 + Penalty 3778.408750 = -294788.965441
  nChanged 3
		SP:Iteration 33Q (520.840000 sec): 3 clusters
  Score: Raw -298680.172471 + Penalty 3778.408750 = -294901.763721
  nChanged 4
		SP:Iteration 34Q (521.000000 sec): 3 clusters
  Score: Raw -298956.381272 + Penalty 3778.408750 = -295177.972522
  nChanged 7
		SP:Iteration 35Q (521.160000 sec): 3 clusters
  Score: Raw -299651.176216 + Penalty 3778.408750 = -295872.767466
  nChanged 3
		SP:Iteration 36Q (521.320000 sec): 3 clusters
  Score: Raw -299947.488618 + Penalty 3778.408750 = -296169.079868
  nChanged 1
		SP:Iteration 37Q (521.480000 sec): 3 clusters
  Score: Raw -299965.187737 + Penalty 3778.408750 = -296186.778987
  nChanged 1
		SP:Iteration 38Q (521.640000 sec): 3 clusters
  Score: Raw -299974.656117 + Penalty 3778.408750 = -296196.247367
  nChanged 1
		SP:Iteration 39Q (521.800000 sec): 3 clusters
  Score: Raw -299980.480911 + Penalty 3778.408750 = -296202.072161
  nChanged 0
		SP:Iteration 40F (521.960000 sec): 3 clusters
  Score: Raw -299981.685054 + Penalty 3778.408750 = -296203.276304
  nChanged 1
		SP:Iteration 41Q (522.120000 sec): 3 clusters
  Score: Raw -300057.943003 + Penalty 3778.408750 = -296279.534253
  nChanged 4
		SP:Iteration 42Q (522.280000 sec): 3 clusters
  Score: Raw -300376.923375 + Penalty 3778.408750 = -296598.514625
  nChanged 0
		SP:Iteration 43F (522.440000 sec): 3 clusters
  Score: Raw -300376.923375 + Penalty 3778.408750 = -296598.514625
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Iteration 20F (563.720000 sec): 31 clusters
  Score: Raw -91024409.972215 + Penalty 97873.941399 = -90926536.030816
  nChanged 10746
Iteration 21Q (590.780000 sec): 31 clusters
  Score: Raw -91060944.933342 + Penalty 97873.941399 = -90963070.991943
  nChanged 7187
Iteration 22Q (616.870000 sec): 31 clusters
  Score: Raw -91067867.737115 + Penalty 97873.941399 = -90969993.795716
  nChanged 5978
Iteration 23Q (645.530000 sec): 31 clusters
  Score: Raw -91072348.560759 + Penalty 97873.941399 = -90974474.619360
  nChanged 5306
Iteration 24Q (675.350000 sec): 31 clusters
  Score: Raw -91075637.326742 + Penalty 97873.941399 = -90977763.385343
  nChanged 4764
Iteration 25Q (702.000000 sec): 31 clusters
  Score: Raw -91079058.607972 + Penalty 97873.941399 = -90981184.666573
  nChanged 4606
Iteration 26Q (728.350000 sec): 31 clusters
  Score: Raw -91081854.103827 + Penalty 97873.941399 = -90983980.162428
  nChanged 4813
Iteration 27Q (758.630000 sec): 31 clusters
  Score: Raw -91085516.302086 + Penalty 97873.941399 = -90987642.360687
  nChanged 5290
Iteration 28Q (785.700000 sec): 31 clusters
  Score: Raw -91090122.189896 + Penalty 97873.941399 = -90992248.248497
  nChanged 5723
Iteration 29Q (806.980000 sec): 31 clusters
  Score: Raw -91094904.616818 + Penalty 97873.941399 = -90997030.675419
  nChanged 5568
Iteration 30Q (831.710000 sec): 31 clusters
  Score: Raw -91098433.019041 + Penalty 97873.941399 = -91000559.077642
  nChanged 4912
Iteration 31Q (857.940000 sec): 31 clusters
  Score: Raw -91101073.673915 + Penalty 97873.941399 = -91003199.732516
  nChanged 4031
Iteration 32Q (885.370000 sec): 31 clusters
  Score: Raw -91103863.563638 + Penalty 97873.941399 = -91005989.622239
  nChanged 3382
Iteration 33Q (914.630000 sec): 31 clusters
  Score: Raw -91105761.178241 + Penalty 97873.941399 = -91007887.236842
  nChanged 2760
Iteration 34Q (942.450000 sec): 31 clusters
  Score: Raw -91107510.716085 + Penalty 97873.941399 = -91009636.774686
  nChanged 2059
Iteration 35Q (970.210000 sec): 31 clusters
  Score: Raw -91108586.817928 + Penalty 97873.941399 = -91010712.876529
  nChanged 1485
Iteration 36Q (996.490000 sec): 31 clusters
  Score: Raw -91109068.120627 + Penalty 97873.941399 = -91011194.179227
  nChanged 1027
Iteration 37Q (1022.430000 sec): 31 clusters
  Score: Raw -91109306.182278 + Penalty 97873.941399 = -91011432.240879
  nChanged 770
Iteration 38Q (1051.710000 sec): 31 clusters
  Score: Raw -91109461.371688 + Penalty 97873.941399 = -91011587.430289
  nChanged 642
Iteration 39Q (1079.900000 sec): 31 clusters
  Score: Raw -91109576.901027 + Penalty 97873.941399 = -91011702.959628
  nChanged 591
Iteration 40F (1122.110000 sec): 31 clusters
  Score: Raw -91154285.063755 + Penalty 97873.941399 = -91056411.122356
  nChanged 13061
Iteration 41Q (1151.650000 sec): 31 clusters
  Score: Raw -91181950.851722 + Penalty 97873.941399 = -91084076.910323
  nChanged 18787
Iteration 42Q (1180.760000 sec): 31 clusters
  Score: Raw -91205440.984491 + Penalty 97873.941399 = -91107567.043092
  nChanged 21010
Iteration 43Q (1206.460000 sec): 31 clusters
  Score: Raw -91224011.036518 + Penalty 97873.941399 = -91126137.095119
  nChanged 17671
Iteration 44Q (1233.980000 sec): 31 clusters
  Score: Raw -91234145.618442 + Penalty 97873.941399 = -91136271.677043
  nChanged 12940
Iteration 45Q (1263.090000 sec): 31 clusters
  Score: Raw -91239129.621919 + Penalty 97873.941399 = -91141255.680520
  nChanged 9070
Iteration 46Q (1293.620000 sec): 31 clusters
  Score: Raw -91241665.375250 + Penalty 97873.941399 = -91143791.433851
  nChanged 6237
Iteration 47Q (1323.200000 sec): 31 clusters
  Score: Raw -91242946.693510 + Penalty 97873.941399 = -91145072.752111
  nChanged 4339
Iteration 48Q (1349.990000 sec): 31 clusters
  Score: Raw -91243651.498934 + Penalty 97873.941399 = -91145777.557535
  nChanged 3088
Iteration 49Q (1378.050000 sec): 31 clusters
  Score: Raw -91244074.739008 + Penalty 97873.941399 = -91146200.797609
  nChanged 2310
Iteration 50Q (1407.230000 sec): 31 clusters
  Score: Raw -91244351.066840 + Penalty 97873.941399 = -91146477.125441
  nChanged 1756
Iteration 51Q (1435.950000 sec): 31 clusters
  Score: Raw -91244539.298882 + Penalty 97873.941399 = -91146665.357483
  nChanged 1412
Iteration 52Q (1463.660000 sec): 31 clusters
  Score: Raw -91244678.875316 + Penalty 97873.941399 = -91146804.933917
  nChanged 1141
Iteration 53Q (1494.530000 sec): 31 clusters
  Score: Raw -91244779.680906 + Penalty 97873.941399 = -91146905.739507
  nChanged 908
Iteration 54Q (1527.230000 sec): 31 clusters
  Score: Raw -91244854.624448 + Penalty 97873.941399 = -91146980.683048
  nChanged 742
Iteration 55Q (1557.400000 sec): 31 clusters
  Score: Raw -91244929.141148 + Penalty 97873.941399 = -91147055.199749
  nChanged 620
Iteration 56Q (1584.250000 sec): 31 clusters
  Score: Raw -91244976.792523 + Penalty 97873.941399 = -91147102.851124
  nChanged 506
Iteration 57Q (1612.280000 sec): 31 clusters
  Score: Raw -91245016.279062 + Penalty 97873.941399 = -91147142.337663
  nChanged 406
Iteration 58Q (1640.520000 sec): 31 clusters
  Score: Raw -91245057.569435 + Penalty 97873.941399 = -91147183.628036
  nChanged 307
Writing temp clu file 
Because OldScore, -91147142.337663, is greater than current (better) Score,-91147183.628036 
 Compute initial score before splitting:   Score: Raw -91245057.569435 + Penalty 97873.941399 = -91147183.628036
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1640.690000 sec): 2 clusters
  Score: Raw -130308.919069 + Penalty 1706.590003 = -128602.329066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1640.830000 sec): 3 clusters
  Score: Raw -130339.861042 + Penalty 3413.180007 = -126926.681035
  nChanged 287
		SP:Iteration 1F (1640.960000 sec): 3 clusters
  Score: Raw -131132.862348 + Penalty 3413.180007 = -127719.682341
  nChanged 151
		SP:Iteration 2F (1641.110000 sec): 3 clusters
  Score: Raw -131880.726414 + Penalty 3413.180007 = -128467.546407
  nChanged 103
		SP:Iteration 3F (1641.270000 sec): 3 clusters
  Score: Raw -132383.735482 + Penalty 3413.180007 = -128970.555475
  nChanged 45
		SP:Iteration 4Q (1641.420000 sec): 3 clusters
  Score: Raw -132583.326076 + Penalty 3413.180007 = -129170.146069
  nChanged 20
		SP:Iteration 5Q (1641.580000 sec): 3 clusters
  Score: Raw -132630.743221 + Penalty 3413.180007 = -129217.563214
  nChanged 8
		SP:Iteration 6Q (1641.750000 sec): 3 clusters
  Score: Raw -132648.481422 + Penalty 3413.180007 = -129235.301415
  nChanged 5
		SP:Iteration 7Q (1641.820000 sec): 3 clusters
  Score: Raw -132658.628546 + Penalty 3413.180007 = -129245.448539
  nChanged 5
		SP:Iteration 8Q (1641.950000 sec): 3 clusters
  Score: Raw -132667.530115 + Penalty 3413.180007 = -129254.350109
  nChanged 1
		SP:Iteration 9Q (1642.100000 sec): 3 clusters
  Score: Raw -132668.501524 + Penalty 3413.180007 = -129255.321518
  nChanged 1
		SP:Iteration 10Q (1642.210000 sec): 3 clusters
  Score: Raw -132670.580210 + Penalty 3413.180007 = -129257.400203
  nChanged 1
		SP:Iteration 11Q (1642.330000 sec): 3 clusters
  Score: Raw -132671.900174 + Penalty 3413.180007 = -129258.720167
  nChanged 0
		SP:Iteration 12F (1642.520000 sec): 3 clusters
  Score: Raw -132671.900174 + Penalty 3413.180007 = -129258.720167
  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 3.86 GB.

 Trying to split cluster 2 (706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1642.590000 sec): 2 clusters
  Score: Raw -108812.303983 + Penalty 1626.784579 = -107185.519404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1642.750000 sec): 3 clusters
  Score: Raw -108825.762816 + Penalty 3253.569158 = -105572.193658
  nChanged 186
		SP:Iteration 1F (1642.860000 sec): 3 clusters
  Score: Raw -109208.036072 + Penalty 3253.569158 = -105954.466914
  nChanged 69
		SP:Iteration 2F (1643.050000 sec): 3 clusters
  Score: Raw -109455.115761 + Penalty 3253.569158 = -106201.546603
  nChanged 55
		SP:Iteration 3F (1643.160000 sec): 3 clusters
  Score: Raw -109711.334126 + Penalty 3253.569158 = -106457.764968
  nChanged 46
		SP:Iteration 4F (1643.320000 sec): 3 clusters
  Score: Raw -110047.218965 + Penalty 3253.569158 = -106793.649807
  nChanged 38
		SP:Iteration 5F (1643.490000 sec): 3 clusters
  Score: Raw -110379.117466 + Penalty 3253.569158 = -107125.548309
  nChanged 34
		SP:Iteration 6Q (1643.630000 sec): 3 clusters
  Score: Raw -110604.140429 + Penalty 3253.569158 = -107350.571271
  nChanged 20
		SP:Iteration 7Q (1643.790000 sec): 3 clusters
  Score: Raw -110731.011871 + Penalty 3253.569158 = -107477.442713
  nChanged 16
		SP:Iteration 8Q (1643.930000 sec): 3 clusters
  Score: Raw -110806.626820 + Penalty 3253.569158 = -107553.057662
  nChanged 15
		SP:Iteration 9Q (1644.050000 sec): 3 clusters
  Score: Raw -110868.569392 + Penalty 3253.569158 = -107615.000234
  nChanged 9
		SP:Iteration 10Q (1644.180000 sec): 3 clusters
  Score: Raw -110903.971765 + Penalty 3253.569158 = -107650.402607
  nChanged 5
		SP:Iteration 11Q (1644.290000 sec): 3 clusters
  Score: Raw -110939.316647 + Penalty 3253.569158 = -107685.747489
  nChanged 7
		SP:Iteration 12Q (1644.430000 sec): 3 clusters
  Score: Raw -110984.161878 + Penalty 3253.569158 = -107730.592720
  nChanged 3
		SP:Iteration 13Q (1644.600000 sec): 3 clusters
  Score: Raw -111004.220530 + Penalty 3253.569158 = -107750.651372
  nChanged 3
		SP:Iteration 14Q (1644.750000 sec): 3 clusters
  Score: Raw -111031.261686 + Penalty 3253.569158 = -107777.692528
  nChanged 7
		SP:Iteration 15Q (1644.920000 sec): 3 clusters
  Score: Raw -111071.469274 + Penalty 3253.569158 = -107817.900117
  nChanged 3
		SP:Iteration 16Q (1645.070000 sec): 3 clusters
  Score: Raw -111091.272782 + Penalty 3253.569158 = -107837.703625
  nChanged 2
		SP:Iteration 17Q (1645.230000 sec): 3 clusters
  Score: Raw -111102.622261 + Penalty 3253.569158 = -107849.053103
  nChanged 0
		SP:Iteration 18F (1645.390000 sec): 3 clusters
  Score: Raw -111102.622261 + Penalty 3253.569158 = -107849.053103
  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 3.86 GB.

 Trying to split cluster 3 (16675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1645.550000 sec): 2 clusters
  Score: Raw -2835791.740666 + Penalty 2410.973136 = -2833380.767530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1645.850000 sec): 3 clusters
  Score: Raw -2826506.928845 + Penalty 4821.946272 = -2821684.982573
  nChanged 7218
		SP:Iteration 1F (1646.200000 sec): 3 clusters
  Score: Raw -2832073.446223 + Penalty 4821.946272 = -2827251.499951
  nChanged 1710
		SP:Iteration 2F (1646.450000 sec): 3 clusters
  Score: Raw -2833619.521999 + Penalty 4821.946272 = -2828797.575727
  nChanged 1544
		SP:Iteration 3F (1646.740000 sec): 3 clusters
  Score: Raw -2835230.329739 + Penalty 4821.946272 = -2830408.383467
  nChanged 1492
		SP:Iteration 4F (1647.020000 sec): 3 clusters
  Score: Raw -2836826.779327 + Penalty 4821.946272 = -2832004.833055
  nChanged 1227
		SP:Iteration 5F (1647.290000 sec): 3 clusters
  Score: Raw -2838046.530278 + Penalty 4821.946272 = -2833224.584006
  nChanged 935
		SP:Iteration 6F (1647.590000 sec): 3 clusters
  Score: Raw -2838992.288733 + Penalty 4821.946272 = -2834170.342461
  nChanged 693
		SP:Iteration 7Q (1647.830000 sec): 3 clusters
  Score: Raw -2839665.920197 + Penalty 4821.946272 = -2834843.973925
  nChanged 489
		SP:Iteration 8Q (1648.090000 sec): 3 clusters
  Score: Raw -2840067.528527 + Penalty 4821.946272 = -2835245.582255
  nChanged 313
		SP:Iteration 9Q (1648.300000 sec): 3 clusters
  Score: Raw -2840350.661663 + Penalty 4821.946272 = -2835528.715392
  nChanged 251
		SP:Iteration 10Q (1648.570000 sec): 3 clusters
  Score: Raw -2840569.731312 + Penalty 4821.946272 = -2835747.785040
  nChanged 200
		SP:Iteration 11Q (1648.800000 sec): 3 clusters
  Score: Raw -2840784.818677 + Penalty 4821.946272 = -2835962.872405
  nChanged 171
		SP:Iteration 12Q (1649.040000 sec): 3 clusters
  Score: Raw -2841002.918269 + Penalty 4821.946272 = -2836180.971997
  nChanged 134
		SP:Iteration 13Q (1649.250000 sec): 3 clusters
  Score: Raw -2841203.470520 + Penalty 4821.946272 = -2836381.524249
  nChanged 111
		SP:Iteration 14Q (1649.540000 sec): 3 clusters
  Score: Raw -2841394.994693 + Penalty 4821.946272 = -2836573.048422
  nChanged 89
		SP:Iteration 15Q (1649.810000 sec): 3 clusters
  Score: Raw -2841575.547955 + Penalty 4821.946272 = -2836753.601683
  nChanged 77
		SP:Iteration 16Q (1650.060000 sec): 3 clusters
  Score: Raw -2841745.708306 + Penalty 4821.946272 = -2836923.762034
  nChanged 67
		SP:Iteration 17Q (1650.300000 sec): 3 clusters
  Score: Raw -2841993.502140 + Penalty 4821.946272 = -2837171.555868
  nChanged 57
		SP:Iteration 18Q (1650.540000 sec): 3 clusters
  Score: Raw -2842189.587875 + Penalty 4821.946272 = -2837367.641603
  nChanged 39
		SP:Iteration 19Q (1650.810000 sec): 3 clusters
  Score: Raw -2842261.217171 + Penalty 4821.946272 = -2837439.270899
  nChanged 21
		SP:Iteration 20F (1651.070000 sec): 3 clusters
  Score: Raw -2842288.663795 + Penalty 4821.946272 = -2837466.717523
  nChanged 14
		SP:Iteration 21Q (1651.260000 sec): 3 clusters
  Score: Raw -2842318.344219 + Penalty 4821.946272 = -2837496.397947
  nChanged 8
		SP:Iteration 22Q (1651.520000 sec): 3 clusters
  Score: Raw -2842329.858070 + Penalty 4821.946272 = -2837507.911798
  nChanged 7
		SP:Iteration 23Q (1651.790000 sec): 3 clusters
  Score: Raw -2842335.883392 + Penalty 4821.946272 = -2837513.937120
  nChanged 4
		SP:Iteration 24Q (1652.030000 sec): 3 clusters
  Score: Raw -2842338.501411 + Penalty 4821.946272 = -2837516.555139
  nChanged 2
		SP:Iteration 25Q (1652.270000 sec): 3 clusters
  Score: Raw -2842339.925932 + Penalty 4821.946272 = -2837517.979660
  nChanged 3
		SP:Iteration 26Q (1652.530000 sec): 3 clusters
  Score: Raw -2842341.283338 + Penalty 4821.946272 = -2837519.337066
  nChanged 2
		SP:Iteration 27Q (1652.800000 sec): 3 clusters
  Score: Raw -2842342.633858 + Penalty 4821.946272 = -2837520.687586
  nChanged 0
		SP:Iteration 28F (1653.070000 sec): 3 clusters
  Score: Raw -2842342.633858 + Penalty 4821.946272 = -2837520.687586
  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 3.86 GB.

 Trying to split cluster 4 (174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1653.180000 sec): 2 clusters
  Score: Raw -27443.561135 + Penalty 1279.445714 = -26164.115421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1653.310000 sec): 3 clusters
  Score: Raw -27698.156707 + Penalty 2558.891428 = -25139.265279
  nChanged 7
		SP:Iteration 1Q (1653.470000 sec): 3 clusters
  Score: Raw -27739.643422 + Penalty 2558.891428 = -25180.751994
  nChanged 1
		SP:Iteration 2Q (1653.630000 sec): 3 clusters
  Score: Raw -27743.286208 + Penalty 2558.891428 = -25184.394780
  nChanged 1
		SP:Iteration 3Q (1653.820000 sec): 3 clusters
  Score: Raw -27745.993136 + Penalty 2558.891428 = -25187.101707
  nChanged 1
		SP:Iteration 4Q (1653.970000 sec): 3 clusters
  Score: Raw -27753.558622 + Penalty 2558.891428 = -25194.667194
  nChanged 0
		SP:Iteration 5F (1654.100000 sec): 3 clusters
  Score: Raw -27753.558622 + Penalty 2558.891428 = -25194.667194
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (6376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1654.230000 sec): 2 clusters
  Score: Raw -1115260.143727 + Penalty 2172.553463 = -1113087.590264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1654.420000 sec): 3 clusters
  Score: Raw -1112173.447772 + Penalty 4345.106925 = -1107828.340846
  nChanged 2501
		SP:Iteration 1F (1654.600000 sec): 3 clusters
  Score: Raw -1113864.083550 + Penalty 4345.106925 = -1109518.976625
  nChanged 534
		SP:Iteration 2F (1654.790000 sec): 3 clusters
  Score: Raw -1114332.515061 + Penalty 4345.106925 = -1109987.408136
  nChanged 451
		SP:Iteration 3F (1654.960000 sec): 3 clusters
  Score: Raw -1114733.018000 + Penalty 4345.106925 = -1110387.911074
  nChanged 392
		SP:Iteration 4F (1655.180000 sec): 3 clusters
  Score: Raw -1115094.841132 + Penalty 4345.106925 = -1110749.734207
  nChanged 340
		SP:Iteration 5F (1655.350000 sec): 3 clusters
  Score: Raw -1115419.607235 + Penalty 4345.106925 = -1111074.500310
  nChanged 295
		SP:Iteration 6Q (1655.540000 sec): 3 clusters
  Score: Raw -1115667.768968 + Penalty 4345.106925 = -1111322.662043
  nChanged 278
		SP:Iteration 7Q (1655.770000 sec): 3 clusters
  Score: Raw -1115897.447367 + Penalty 4345.106925 = -1111552.340442
  nChanged 232
		SP:Iteration 8Q (1655.930000 sec): 3 clusters
  Score: Raw -1116053.711197 + Penalty 4345.106925 = -1111708.604271
  nChanged 194
		SP:Iteration 9Q (1656.090000 sec): 3 clusters
  Score: Raw -1116184.269530 + Penalty 4345.106925 = -1111839.162604
  nChanged 169
		SP:Iteration 10Q (1656.330000 sec): 3 clusters
  Score: Raw -1116302.064425 + Penalty 4345.106925 = -1111956.957500
  nChanged 159
		SP:Iteration 11Q (1656.470000 sec): 3 clusters
  Score: Raw -1116420.909587 + Penalty 4345.106925 = -1112075.802662
  nChanged 138
		SP:Iteration 12Q (1656.630000 sec): 3 clusters
  Score: Raw -1116526.415696 + Penalty 4345.106925 = -1112181.308771
  nChanged 139
		SP:Iteration 13Q (1656.860000 sec): 3 clusters
  Score: Raw -1116641.481707 + Penalty 4345.106925 = -1112296.374782
  nChanged 140
		SP:Iteration 14Q (1657.050000 sec): 3 clusters
  Score: Raw -1116768.693520 + Penalty 4345.106925 = -1112423.586594
  nChanged 121
		SP:Iteration 15Q (1657.190000 sec): 3 clusters
  Score: Raw -1116895.077208 + Penalty 4345.106925 = -1112549.970283
  nChanged 107
		SP:Iteration 16Q (1657.360000 sec): 3 clusters
  Score: Raw -1116988.062777 + Penalty 4345.106925 = -1112642.955852
  nChanged 77
		SP:Iteration 17Q (1657.570000 sec): 3 clusters
  Score: Raw -1117053.022827 + Penalty 4345.106925 = -1112707.915902
  nChanged 59
		SP:Iteration 18Q (1657.780000 sec): 3 clusters
  Score: Raw -1117090.991598 + Penalty 4345.106925 = -1112745.884673
  nChanged 50
		SP:Iteration 19Q (1657.950000 sec): 3 clusters
  Score: Raw -1117121.055093 + Penalty 4345.106925 = -1112775.948168
  nChanged 28
		SP:Iteration 20F (1658.190000 sec): 3 clusters
  Score: Raw -1117140.302196 + Penalty 4345.106925 = -1112795.195270
  nChanged 28
		SP:Iteration 21Q (1658.370000 sec): 3 clusters
  Score: Raw -1117158.422313 + Penalty 4345.106925 = -1112813.315388
  nChanged 20
		SP:Iteration 22Q (1658.570000 sec): 3 clusters
  Score: Raw -1117167.341968 + Penalty 4345.106925 = -1112822.235043
  nChanged 9
		SP:Iteration 23Q (1658.710000 sec): 3 clusters
  Score: Raw -1117170.589920 + Penalty 4345.106925 = -1112825.482994
  nChanged 5
		SP:Iteration 24Q (1658.910000 sec): 3 clusters
  Score: Raw -1117172.227888 + Penalty 4345.106925 = -1112827.120963
  nChanged 3
		SP:Iteration 25Q (1659.110000 sec): 3 clusters
  Score: Raw -1117175.056174 + Penalty 4345.106925 = -1112829.949249
  nChanged 2
		SP:Iteration 26Q (1659.310000 sec): 3 clusters
  Score: Raw -1117176.019654 + Penalty 4345.106925 = -1112830.912729
  nChanged 0
		SP:Iteration 27F (1659.490000 sec): 3 clusters
  Score: Raw -1117176.019654 + Penalty 4345.106925 = -1112830.912729
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1659.580000 sec): 2 clusters
  Score: Raw -44580.457456 + Penalty 1438.925357 = -43141.532099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1659.700000 sec): 3 clusters
  Score: Raw -44926.150885 + Penalty 2877.850714 = -42048.300171
  nChanged 65
		SP:Iteration 1F (1659.860000 sec): 3 clusters
  Score: Raw -45288.860639 + Penalty 2877.850714 = -42411.009924
  nChanged 28
		SP:Iteration 2F (1659.970000 sec): 3 clusters
  Score: Raw -45450.103916 + Penalty 2877.850714 = -42572.253202
  nChanged 19
		SP:Iteration 3F (1660.110000 sec): 3 clusters
  Score: Raw -45549.061485 + Penalty 2877.850714 = -42671.210771
  nChanged 6
		SP:Iteration 4Q (1660.260000 sec): 3 clusters
  Score: Raw -45571.735435 + Penalty 2877.850714 = -42693.884721
  nChanged 3
		SP:Iteration 5Q (1660.420000 sec): 3 clusters
  Score: Raw -45600.362788 + Penalty 2877.850714 = -42722.512074
  nChanged 3
		SP:Iteration 6Q (1660.580000 sec): 3 clusters
  Score: Raw -45608.987934 + Penalty 2877.850714 = -42731.137220
  nChanged 0
		SP:Iteration 7F (1660.670000 sec): 3 clusters
  Score: Raw -45608.987934 + Penalty 2877.850714 = -42731.137220
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1660.750000 sec): 2 clusters
  Score: Raw -281696.648351 + Penalty 1818.265312 = -279878.383038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1660.920000 sec): 3 clusters
  Score: Raw -281221.167607 + Penalty 3636.530625 = -277584.636982
  nChanged 443
		SP:Iteration 1F (1661.080000 sec): 3 clusters
  Score: Raw -281610.092137 + Penalty 3636.530625 = -277973.561512
  nChanged 122
		SP:Iteration 2F (1661.260000 sec): 3 clusters
  Score: Raw -281773.523337 + Penalty 3636.530625 = -278136.992712
  nChanged 75
		SP:Iteration 3Q (1661.400000 sec): 3 clusters
  Score: Raw -281855.071055 + Penalty 3636.530625 = -278218.540430
  nChanged 43
		SP:Iteration 4Q (1661.570000 sec): 3 clusters
  Score: Raw -281901.287384 + Penalty 3636.530625 = -278264.756759
  nChanged 40
		SP:Iteration 5Q (1661.730000 sec): 3 clusters
  Score: Raw -281933.796510 + Penalty 3636.530625 = -278297.265885
  nChanged 21
		SP:Iteration 6Q (1661.900000 sec): 3 clusters
  Score: Raw -281953.288303 + Penalty 3636.530625 = -278316.757678
  nChanged 20
		SP:Iteration 7Q (1662.050000 sec): 3 clusters
  Score: Raw -281974.232273 + Penalty 3636.530625 = -278337.701648
  nChanged 14
		SP:Iteration 8Q (1662.180000 sec): 3 clusters
  Score: Raw -281985.826218 + Penalty 3636.530625 = -278349.295593
  nChanged 11
		SP:Iteration 9Q (1662.340000 sec): 3 clusters
  Score: Raw -281996.439791 + Penalty 3636.530625 = -278359.909166
  nChanged 7
		SP:Iteration 10Q (1662.510000 sec): 3 clusters
  Score: Raw -282003.501921 + Penalty 3636.530625 = -278366.971296
  nChanged 8
		SP:Iteration 11Q (1662.670000 sec): 3 clusters
  Score: Raw -282011.182890 + Penalty 3636.530625 = -278374.652265
  nChanged 8
		SP:Iteration 12Q (1662.850000 sec): 3 clusters
  Score: Raw -282015.330426 + Penalty 3636.530625 = -278378.799801
  nChanged 3
		SP:Iteration 13Q (1663.000000 sec): 3 clusters
  Score: Raw -282016.624068 + Penalty 3636.530625 = -278380.093443
  nChanged 2
		SP:Iteration 14Q (1663.160000 sec): 3 clusters
  Score: Raw -282017.534514 + Penalty 3636.530625 = -278381.003889
  nChanged 2
		SP:Iteration 15Q (1663.320000 sec): 3 clusters
  Score: Raw -282019.333300 + Penalty 3636.530625 = -278382.802675
  nChanged 1
		SP:Iteration 16Q (1663.470000 sec): 3 clusters
  Score: Raw -282020.009014 + Penalty 3636.530625 = -278383.478389
  nChanged 1
		SP:Iteration 17Q (1663.620000 sec): 3 clusters
  Score: Raw -282020.336947 + Penalty 3636.530625 = -278383.806322
  nChanged 1
		SP:Iteration 18Q (1663.800000 sec): 3 clusters
  Score: Raw -282020.839219 + Penalty 3636.530625 = -278384.308594
  nChanged 1
		SP:Iteration 19Q (1663.960000 sec): 3 clusters
  Score: Raw -282021.466641 + Penalty 3636.530625 = -278384.936017
  nChanged 1
		SP:Iteration 20F (1664.100000 sec): 3 clusters
  Score: Raw -282024.195235 + Penalty 3636.530625 = -278387.664610
  nChanged 1
		SP:Iteration 21Q (1664.260000 sec): 3 clusters
  Score: Raw -282024.724100 + Penalty 3636.530625 = -278388.193475
  nChanged 0
		SP:Iteration 22F (1664.460000 sec): 3 clusters
  Score: Raw -282024.724100 + Penalty 3636.530625 = -278388.193475
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1664.530000 sec): 2 clusters
  Score: Raw -68753.386415 + Penalty 1618.933564 = -67134.452851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1664.700000 sec): 3 clusters
  Score: Raw -69028.411050 + Penalty 3237.867127 = -65790.543923
  nChanged 237
		SP:Iteration 1F (1664.860000 sec): 3 clusters
  Score: Raw -70097.281673 + Penalty 3237.867127 = -66859.414546
  nChanged 107
		SP:Iteration 2F (1665.050000 sec): 3 clusters
  Score: Raw -70836.326937 + Penalty 3237.867127 = -67598.459810
  nChanged 43
		SP:Iteration 3F (1665.170000 sec): 3 clusters
  Score: Raw -71133.184634 + Penalty 3237.867127 = -67895.317507
  nChanged 21
		SP:Iteration 4Q (1665.290000 sec): 3 clusters
  Score: Raw -71301.822930 + Penalty 3237.867127 = -68063.955803
  nChanged 13
		SP:Iteration 5Q (1665.440000 sec): 3 clusters
  Score: Raw -71421.681879 + Penalty 3237.867127 = -68183.814752
  nChanged 11
		SP:Iteration 6Q (1665.600000 sec): 3 clusters
  Score: Raw -71550.669973 + Penalty 3237.867127 = -68312.802845
  nChanged 10
		SP:Iteration 7Q (1665.770000 sec): 3 clusters
  Score: Raw -71668.401622 + Penalty 3237.867127 = -68430.534495
  nChanged 7
		SP:Iteration 8Q (1665.920000 sec): 3 clusters
  Score: Raw -71704.744754 + Penalty 3237.867127 = -68466.877627
  nChanged 3
		SP:Iteration 9Q (1666.060000 sec): 3 clusters
  Score: Raw -71714.848336 + Penalty 3237.867127 = -68476.981209
  nChanged 1
		SP:Iteration 10Q (1666.220000 sec): 3 clusters
  Score: Raw -71718.015645 + Penalty 3237.867127 = -68480.148518
  nChanged 0
		SP:Iteration 11F (1666.380000 sec): 3 clusters
  Score: Raw -71718.332036 + Penalty 3237.867127 = -68480.464909
  nChanged 1
		SP:Iteration 12Q (1666.560000 sec): 3 clusters
  Score: Raw -71730.081802 + Penalty 3237.867127 = -68492.214674
  nChanged 0
		SP:Iteration 13F (1666.730000 sec): 3 clusters
  Score: Raw -71730.081802 + Penalty 3237.867127 = -68492.214674
  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 3.86 GB.

 Trying to split cluster 9 (1187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1666.880000 sec): 2 clusters
  Score: Raw -222327.178790 + Penalty 1755.637730 = -220571.541060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1667.030000 sec): 3 clusters
  Score: Raw -222045.967594 + Penalty 3511.275460 = -218534.692135
  nChanged 304
		SP:Iteration 1F (1667.170000 sec): 3 clusters
  Score: Raw -222386.912789 + Penalty 3511.275460 = -218875.637330
  nChanged 91
		SP:Iteration 2F (1667.320000 sec): 3 clusters
  Score: Raw -222571.218755 + Penalty 3511.275460 = -219059.943295
  nChanged 84
		SP:Iteration 3F (1667.450000 sec): 3 clusters
  Score: Raw -222769.791002 + Penalty 3511.275460 = -219258.515543
  nChanged 66
		SP:Iteration 4F (1667.600000 sec): 3 clusters
  Score: Raw -222911.528397 + Penalty 3511.275460 = -219400.252937
  nChanged 63
		SP:Iteration 5F (1667.740000 sec): 3 clusters
  Score: Raw -223061.520366 + Penalty 3511.275460 = -219550.244906
  nChanged 63
		SP:Iteration 6F (1667.880000 sec): 3 clusters
  Score: Raw -223167.667398 + Penalty 3511.275460 = -219656.391938
  nChanged 31
		SP:Iteration 7Q (1668.030000 sec): 3 clusters
  Score: Raw -223222.661733 + Penalty 3511.275460 = -219711.386274
  nChanged 26
		SP:Iteration 8Q (1668.170000 sec): 3 clusters
  Score: Raw -223266.272369 + Penalty 3511.275460 = -219754.996909
  nChanged 27
		SP:Iteration 9Q (1668.320000 sec): 3 clusters
  Score: Raw -223311.971893 + Penalty 3511.275460 = -219800.696434
  nChanged 15
		SP:Iteration 10Q (1668.450000 sec): 3 clusters
  Score: Raw -223337.286081 + Penalty 3511.275460 = -219826.010622
  nChanged 8
		SP:Iteration 11Q (1668.590000 sec): 3 clusters
  Score: Raw -223350.529595 + Penalty 3511.275460 = -219839.254135
  nChanged 4
		SP:Iteration 12Q (1668.740000 sec): 3 clusters
  Score: Raw -223356.604898 + Penalty 3511.275460 = -219845.329438
  nChanged 4
		SP:Iteration 13Q (1668.920000 sec): 3 clusters
  Score: Raw -223363.474556 + Penalty 3511.275460 = -219852.199096
  nChanged 1
		SP:Iteration 14Q (1669.040000 sec): 3 clusters
  Score: Raw -223364.352455 + Penalty 3511.275460 = -219853.076995
  nChanged 0
		SP:Iteration 15F (1669.200000 sec): 3 clusters
  Score: Raw -223364.352455 + Penalty 3511.275460 = -219853.076995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1669.280000 sec): 2 clusters
  Score: Raw -75200.047491 + Penalty 1589.315140 = -73610.732351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1669.440000 sec): 3 clusters
  Score: Raw -75492.418961 + Penalty 3178.630280 = -72313.788681
  nChanged 189
		SP:Iteration 1F (1669.600000 sec): 3 clusters
  Score: Raw -76858.909089 + Penalty 3178.630280 = -73680.278809
  nChanged 93
		SP:Iteration 2F (1669.760000 sec): 3 clusters
  Score: Raw -77960.883543 + Penalty 3178.630280 = -74782.253262
  nChanged 32
		SP:Iteration 3F (1669.920000 sec): 3 clusters
  Score: Raw -78649.997484 + Penalty 3178.630280 = -75471.367204
  nChanged 21
		SP:Iteration 4Q (1670.080000 sec): 3 clusters
  Score: Raw -78958.319467 + Penalty 3178.630280 = -75779.689187
  nChanged 14
		SP:Iteration 5Q (1670.240000 sec): 3 clusters
  Score: Raw -79330.003919 + Penalty 3178.630280 = -76151.373638
  nChanged 11
		SP:Iteration 6Q (1670.400000 sec): 3 clusters
  Score: Raw -79614.456453 + Penalty 3178.630280 = -76435.826173
  nChanged 3
		SP:Iteration 7Q (1670.560000 sec): 3 clusters
  Score: Raw -79743.928285 + Penalty 3178.630280 = -76565.298005
  nChanged 3
		SP:Iteration 8Q (1670.720000 sec): 3 clusters
  Score: Raw -79774.223706 + Penalty 3178.630280 = -76595.593425
  nChanged 2
		SP:Iteration 9Q (1670.890000 sec): 3 clusters
  Score: Raw -79787.000261 + Penalty 3178.630280 = -76608.369980
  nChanged 0
		SP:Iteration 10F (1671.070000 sec): 3 clusters
  Score: Raw -79799.961573 + Penalty 3178.630280 = -76621.331292
  nChanged 3
		SP:Iteration 11Q (1671.170000 sec): 3 clusters
  Score: Raw -79842.412370 + Penalty 3178.630280 = -76663.782090
  nChanged 5
		SP:Iteration 12Q (1671.330000 sec): 3 clusters
  Score: Raw -79929.397879 + Penalty 3178.630280 = -76750.767599
  nChanged 4
		SP:Iteration 13Q (1671.490000 sec): 3 clusters
  Score: Raw -80033.720849 + Penalty 3178.630280 = -76855.090568
  nChanged 5
		SP:Iteration 14Q (1671.650000 sec): 3 clusters
  Score: Raw -80325.781326 + Penalty 3178.630280 = -77147.151045
  nChanged 1
		SP:Iteration 15Q (1671.810000 sec): 3 clusters
  Score: Raw -80543.394766 + Penalty 3178.630280 = -77364.764486
  nChanged 0
		SP:Iteration 16F (1671.970000 sec): 3 clusters
  Score: Raw -80543.394766 + Penalty 3178.630280 = -77364.764486
  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 3.86 GB.

 Trying to split cluster 11 (332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1672.050000 sec): 2 clusters
  Score: Raw -50835.977750 + Penalty 1439.673472 = -49396.304278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1672.210000 sec): 3 clusters
  Score: Raw -50964.255974 + Penalty 2879.346945 = -48084.909029
  nChanged 57
		SP:Iteration 1F (1672.370000 sec): 3 clusters
  Score: Raw -51155.848159 + Penalty 2879.346945 = -48276.501215
  nChanged 14
		SP:Iteration 2Q (1672.540000 sec): 3 clusters
  Score: Raw -51275.256307 + Penalty 2879.346945 = -48395.909362
  nChanged 10
		SP:Iteration 3Q (1672.690000 sec): 3 clusters
  Score: Raw -51684.890763 + Penalty 2879.346945 = -48805.543818
  nChanged 22
		SP:Iteration 4F (1672.790000 sec): 3 clusters
  Score: Raw -52002.370927 + Penalty 2879.346945 = -49123.023983
  nChanged 24
		SP:Iteration 5F (1672.930000 sec): 3 clusters
  Score: Raw -52132.957643 + Penalty 2879.346945 = -49253.610699
  nChanged 12
		SP:Iteration 6Q (1673.040000 sec): 3 clusters
  Score: Raw -52197.848091 + Penalty 2879.346945 = -49318.501146
  nChanged 5
		SP:Iteration 7Q (1673.200000 sec): 3 clusters
  Score: Raw -52227.587502 + Penalty 2879.346945 = -49348.240557
  nChanged 3
		SP:Iteration 8Q (1673.360000 sec): 3 clusters
  Score: Raw -52240.560843 + Penalty 2879.346945 = -49361.213898
  nChanged 1
		SP:Iteration 9Q (1673.520000 sec): 3 clusters
  Score: Raw -52245.583474 + Penalty 2879.346945 = -49366.236530
  nChanged 3
		SP:Iteration 10Q (1673.680000 sec): 3 clusters
  Score: Raw -52264.331024 + Penalty 2879.346945 = -49384.984079
  nChanged 0
		SP:Iteration 11F (1673.840000 sec): 3 clusters
  Score: Raw -52264.331024 + Penalty 2879.346945 = -49384.984079
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1673.920000 sec): 2 clusters
  Score: Raw -71419.814948 + Penalty 1565.310233 = -69854.504716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1674.080000 sec): 3 clusters
  Score: Raw -71710.961192 + Penalty 3130.620465 = -68580.340727
  nChanged 155
		SP:Iteration 1F (1674.240000 sec): 3 clusters
  Score: Raw -72299.589818 + Penalty 3130.620465 = -69168.969353
  nChanged 56
		SP:Iteration 2F (1674.400000 sec): 3 clusters
  Score: Raw -72612.677610 + Penalty 3130.620465 = -69482.057144
  nChanged 42
		SP:Iteration 3F (1674.540000 sec): 3 clusters
  Score: Raw -73032.826659 + Penalty 3130.620465 = -69902.206194
  nChanged 30
		SP:Iteration 4F (1674.690000 sec): 3 clusters
  Score: Raw -73550.418171 + Penalty 3130.620465 = -70419.797705
  nChanged 25
		SP:Iteration 5Q (1674.830000 sec): 3 clusters
  Score: Raw -73852.924523 + Penalty 3130.620465 = -70722.304058
  nChanged 21
		SP:Iteration 6Q (1674.990000 sec): 3 clusters
  Score: Raw -74086.497621 + Penalty 3130.620465 = -70955.877155
  nChanged 17
		SP:Iteration 7Q (1675.150000 sec): 3 clusters
  Score: Raw -74425.480594 + Penalty 3130.620465 = -71294.860129
  nChanged 11
		SP:Iteration 8Q (1675.310000 sec): 3 clusters
  Score: Raw -74684.182444 + Penalty 3130.620465 = -71553.561979
  nChanged 8
		SP:Iteration 9Q (1675.470000 sec): 3 clusters
  Score: Raw -74807.814592 + Penalty 3130.620465 = -71677.194127
  nChanged 4
		SP:Iteration 10Q (1675.630000 sec): 3 clusters
  Score: Raw -74824.507016 + Penalty 3130.620465 = -71693.886550
  nChanged 2
		SP:Iteration 11Q (1675.810000 sec): 3 clusters
  Score: Raw -74835.540734 + Penalty 3130.620465 = -71704.920269
  nChanged 2
		SP:Iteration 12Q (1675.950000 sec): 3 clusters
  Score: Raw -74875.048010 + Penalty 3130.620465 = -71744.427545
  nChanged 2
		SP:Iteration 13Q (1676.130000 sec): 3 clusters
  Score: Raw -74898.959784 + Penalty 3130.620465 = -71768.339319
  nChanged 2
		SP:Iteration 14Q (1676.260000 sec): 3 clusters
  Score: Raw -74910.308693 + Penalty 3130.620465 = -71779.688228
  nChanged 1
		SP:Iteration 15Q (1676.410000 sec): 3 clusters
  Score: Raw -74928.324999 + Penalty 3130.620465 = -71797.704534
  nChanged 2
		SP:Iteration 16Q (1676.570000 sec): 3 clusters
  Score: Raw -74940.348166 + Penalty 3130.620465 = -71809.727700
  nChanged 1
		SP:Iteration 17Q (1676.720000 sec): 3 clusters
  Score: Raw -74951.254562 + Penalty 3130.620465 = -71820.634097
  nChanged 1
		SP:Iteration 18Q (1676.880000 sec): 3 clusters
  Score: Raw -74974.555745 + Penalty 3130.620465 = -71843.935279
  nChanged 2
		SP:Iteration 19Q (1677.040000 sec): 3 clusters
  Score: Raw -74996.580614 + Penalty 3130.620465 = -71865.960149
  nChanged 1
		SP:Iteration 20F (1677.200000 sec): 3 clusters
  Score: Raw -75064.430124 + Penalty 3130.620465 = -71933.809659
  nChanged 6
		SP:Iteration 21Q (1677.380000 sec): 3 clusters
  Score: Raw -75466.166956 + Penalty 3130.620465 = -72335.546491
  nChanged 1
		SP:Iteration 22Q (1677.560000 sec): 3 clusters
  Score: Raw -75470.255044 + Penalty 3130.620465 = -72339.634578
  nChanged 2
		SP:Iteration 23Q (1677.670000 sec): 3 clusters
  Score: Raw -75478.582725 + Penalty 3130.620465 = -72347.962260
  nChanged 1
		SP:Iteration 24Q (1677.830000 sec): 3 clusters
  Score: Raw -75480.493157 + Penalty 3130.620465 = -72349.872692
  nChanged 0
		SP:Iteration 25F (1677.990000 sec): 3 clusters
  Score: Raw -75480.493157 + Penalty 3130.620465 = -72349.872692
  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 3.86 GB.

 Trying to split cluster 13 (883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1678.070000 sec): 2 clusters
  Score: Raw -146474.995460 + Penalty 1682.264650 = -144792.730810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1678.230000 sec): 3 clusters
  Score: Raw -146396.513325 + Penalty 3364.529299 = -143031.984026
  nChanged 233
		SP:Iteration 1F (1678.390000 sec): 3 clusters
  Score: Raw -146744.772388 + Penalty 3364.529299 = -143380.243088
  nChanged 79
		SP:Iteration 2F (1678.550000 sec): 3 clusters
  Score: Raw -146929.763765 + Penalty 3364.529299 = -143565.234465
  nChanged 59
		SP:Iteration 3F (1678.710000 sec): 3 clusters
  Score: Raw -147106.136047 + Penalty 3364.529299 = -143741.606747
  nChanged 53
		SP:Iteration 4F (1678.870000 sec): 3 clusters
  Score: Raw -147299.920960 + Penalty 3364.529299 = -143935.391661
  nChanged 58
		SP:Iteration 5F (1679.080000 sec): 3 clusters
  Score: Raw -147513.451982 + Penalty 3364.529299 = -144148.922683
  nChanged 36
		SP:Iteration 6Q (1679.270000 sec): 3 clusters
  Score: Raw -147629.408504 + Penalty 3364.529299 = -144264.879204
  nChanged 26
		SP:Iteration 7Q (1679.420000 sec): 3 clusters
  Score: Raw -147727.118054 + Penalty 3364.529299 = -144362.588754
  nChanged 27
		SP:Iteration 8Q (1679.570000 sec): 3 clusters
  Score: Raw -147830.947765 + Penalty 3364.529299 = -144466.418466
  nChanged 23
		SP:Iteration 9Q (1679.720000 sec): 3 clusters
  Score: Raw -147937.762677 + Penalty 3364.529299 = -144573.233378
  nChanged 24
		SP:Iteration 10Q (1679.870000 sec): 3 clusters
  Score: Raw -148026.071844 + Penalty 3364.529299 = -144661.542545
  nChanged 18
		SP:Iteration 11Q (1679.980000 sec): 3 clusters
  Score: Raw -148088.756896 + Penalty 3364.529299 = -144724.227597
  nChanged 14
		SP:Iteration 12Q (1680.140000 sec): 3 clusters
  Score: Raw -148135.589871 + Penalty 3364.529299 = -144771.060571
  nChanged 9
		SP:Iteration 13Q (1680.300000 sec): 3 clusters
  Score: Raw -148175.203391 + Penalty 3364.529299 = -144810.674092
  nChanged 9
		SP:Iteration 14Q (1680.480000 sec): 3 clusters
  Score: Raw -148200.748905 + Penalty 3364.529299 = -144836.219605
  nChanged 8
		SP:Iteration 15Q (1680.660000 sec): 3 clusters
  Score: Raw -148223.232409 + Penalty 3364.529299 = -144858.703109
  nChanged 4
		SP:Iteration 16Q (1680.780000 sec): 3 clusters
  Score: Raw -148230.690899 + Penalty 3364.529299 = -144866.161600
  nChanged 2
		SP:Iteration 17Q (1680.940000 sec): 3 clusters
  Score: Raw -148234.363170 + Penalty 3364.529299 = -144869.833870
  nChanged 0
		SP:Iteration 18F (1681.100000 sec): 3 clusters
  Score: Raw -148234.363170 + Penalty 3364.529299 = -144869.833870
  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 3.86 GB.

 Trying to split cluster 14 (228093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1682.200000 sec): 2 clusters
  Score: Raw -40781930.805378 + Penalty 3059.702162 = -40778871.103215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1683.890000 sec): 3 clusters
  Score: Raw -40631764.799411 + Penalty 6119.404325 = -40625645.395086
  nChanged 110174
		SP:Iteration 1F (1685.830000 sec): 3 clusters
  Score: Raw -40697328.884760 + Penalty 6119.404325 = -40691209.480435
  nChanged 7059
		SP:Iteration 2Q (1687.970000 sec): 3 clusters
  Score: Raw -40699446.383821 + Penalty 6119.404325 = -40693326.979496
  nChanged 8342
		SP:Iteration 3Q (1690.100000 sec): 3 clusters
  Score: Raw -40702515.872285 + Penalty 6119.404325 = -40696396.467961
  nChanged 9844
		SP:Iteration 4Q (1692.280000 sec): 3 clusters
  Score: Raw -40706567.911479 + Penalty 6119.404325 = -40700448.507154
  nChanged 11162
		SP:Iteration 5Q (1694.370000 sec): 3 clusters
  Score: Raw -40711587.061138 + Penalty 6119.404325 = -40705467.656813
  nChanged 12236
		SP:Iteration 6F (1696.380000 sec): 3 clusters
  Score: Raw -40717550.937963 + Penalty 6119.404325 = -40711431.533638
  nChanged 12661
		SP:Iteration 7F (1698.410000 sec): 3 clusters
  Score: Raw -40724115.458401 + Penalty 6119.404325 = -40717996.054076
  nChanged 12779
		SP:Iteration 8F (1700.300000 sec): 3 clusters
  Score: Raw -40730653.559888 + Penalty 6119.404325 = -40724534.155563
  nChanged 11776
		SP:Iteration 9F (1702.300000 sec): 3 clusters
  Score: Raw -40736498.316302 + Penalty 6119.404325 = -40730378.911977
  nChanged 10388
		SP:Iteration 10Q (1704.420000 sec): 3 clusters
  Score: Raw -40741855.086196 + Penalty 6119.404325 = -40735735.681871
  nChanged 8921
		SP:Iteration 11Q (1706.260000 sec): 3 clusters
  Score: Raw -40746556.189865 + Penalty 6119.404325 = -40740436.785540
  nChanged 7548
		SP:Iteration 12Q (1708.180000 sec): 3 clusters
  Score: Raw -40750163.607327 + Penalty 6119.404325 = -40744044.203002
  nChanged 5850
		SP:Iteration 13Q (1710.120000 sec): 3 clusters
  Score: Raw -40752420.945088 + Penalty 6119.404325 = -40746301.540763
  nChanged 4474
		SP:Iteration 14Q (1711.710000 sec): 3 clusters
  Score: Raw -40753861.660534 + Penalty 6119.404325 = -40747742.256209
  nChanged 3616
		SP:Iteration 15Q (1713.470000 sec): 3 clusters
  Score: Raw -40754981.929135 + Penalty 6119.404325 = -40748862.524810
  nChanged 3433
		SP:Iteration 16Q (1715.210000 sec): 3 clusters
  Score: Raw -40756010.095248 + Penalty 6119.404325 = -40749890.690923
  nChanged 3420
		SP:Iteration 17Q (1717.030000 sec): 3 clusters
  Score: Raw -40757056.697469 + Penalty 6119.404325 = -40750937.293145
  nChanged 3581
		SP:Iteration 18Q (1718.850000 sec): 3 clusters
  Score: Raw -40758154.401069 + Penalty 6119.404325 = -40752034.996744
  nChanged 3573
		SP:Iteration 19Q (1720.650000 sec): 3 clusters
  Score: Raw -40759268.829173 + Penalty 6119.404325 = -40753149.424848
  nChanged 3695
		SP:Iteration 20F (1722.400000 sec): 3 clusters
  Score: Raw -40760472.415076 + Penalty 6119.404325 = -40754353.010751
  nChanged 3734
		SP:Iteration 21Q (1724.070000 sec): 3 clusters
  Score: Raw -40761738.545360 + Penalty 6119.404325 = -40755619.141035
  nChanged 3792
		SP:Iteration 22Q (1725.850000 sec): 3 clusters
  Score: Raw -40763077.434074 + Penalty 6119.404325 = -40756958.029750
  nChanged 3810
		SP:Iteration 23Q (1727.670000 sec): 3 clusters
  Score: Raw -40764494.032159 + Penalty 6119.404325 = -40758374.627834
  nChanged 3862
		SP:Iteration 24Q (1729.330000 sec): 3 clusters
  Score: Raw -40766008.867925 + Penalty 6119.404325 = -40759889.463600
  nChanged 3929
		SP:Iteration 25Q (1730.870000 sec): 3 clusters
  Score: Raw -40767591.512155 + Penalty 6119.404325 = -40761472.107830
  nChanged 3741
		SP:Iteration 26Q (1732.460000 sec): 3 clusters
  Score: Raw -40769142.278859 + Penalty 6119.404325 = -40763022.874534
  nChanged 3583
		SP:Iteration 27Q (1733.960000 sec): 3 clusters
  Score: Raw -40770657.607691 + Penalty 6119.404325 = -40764538.203366
  nChanged 3327
		SP:Iteration 28Q (1735.620000 sec): 3 clusters
  Score: Raw -40772077.540833 + Penalty 6119.404325 = -40765958.136508
  nChanged 3089
		SP:Iteration 29Q (1737.200000 sec): 3 clusters
  Score: Raw -40773427.737129 + Penalty 6119.404325 = -40767308.332804
  nChanged 2765
		SP:Iteration 30Q (1738.710000 sec): 3 clusters
  Score: Raw -40774656.969261 + Penalty 6119.404325 = -40768537.564936
  nChanged 2556
		SP:Iteration 31Q (1740.320000 sec): 3 clusters
  Score: Raw -40775833.763224 + Penalty 6119.404325 = -40769714.358899
  nChanged 2271
		SP:Iteration 32Q (1741.840000 sec): 3 clusters
  Score: Raw -40776845.164736 + Penalty 6119.404325 = -40770725.760412
  nChanged 1930
		SP:Iteration 33Q (1743.480000 sec): 3 clusters
  Score: Raw -40777713.604509 + Penalty 6119.404325 = -40771594.200184
  nChanged 1699
		SP:Iteration 34Q (1745.010000 sec): 3 clusters
  Score: Raw -40778446.609501 + Penalty 6119.404325 = -40772327.205177
  nChanged 1419
		SP:Iteration 35Q (1746.550000 sec): 3 clusters
  Score: Raw -40779044.852281 + Penalty 6119.404325 = -40772925.447956
  nChanged 1208
		SP:Iteration 36Q (1748.040000 sec): 3 clusters
  Score: Raw -40779532.415097 + Penalty 6119.404325 = -40773413.010772
  nChanged 1015
		SP:Iteration 37Q (1749.690000 sec): 3 clusters
  Score: Raw -40779931.950749 + Penalty 6119.404325 = -40773812.546424
  nChanged 899
		SP:Iteration 38Q (1751.320000 sec): 3 clusters
  Score: Raw -40780303.449700 + Penalty 6119.404325 = -40774184.045375
  nChanged 836
		SP:Iteration 39Q (1753.010000 sec): 3 clusters
  Score: Raw -40780653.617767 + Penalty 6119.404325 = -40774534.213442
  nChanged 669
		SP:Iteration 40F (1754.580000 sec): 3 clusters
  Score: Raw -40780944.704956 + Penalty 6119.404325 = -40774825.300631
  nChanged 561
		SP:Iteration 41Q (1756.050000 sec): 3 clusters
  Score: Raw -40781171.084759 + Penalty 6119.404325 = -40775051.680435
  nChanged 484
		SP:Iteration 42Q (1757.660000 sec): 3 clusters
  Score: Raw -40781371.250487 + Penalty 6119.404325 = -40775251.846163
  nChanged 408
		SP:Iteration 43Q (1759.240000 sec): 3 clusters
  Score: Raw -40781538.311104 + Penalty 6119.404325 = -40775418.906779
  nChanged 347
		SP:Iteration 44Q (1760.520000 sec): 3 clusters
  Score: Raw -40781673.653373 + Penalty 6119.404325 = -40775554.249048
  nChanged 273
		SP:Iteration 45Q (1762.150000 sec): 3 clusters
  Score: Raw -40781778.963164 + Penalty 6119.404325 = -40775659.558839
  nChanged 238
		SP:Iteration 46Q (1763.550000 sec): 3 clusters
  Score: Raw -40781870.511664 + Penalty 6119.404325 = -40775751.107340
  nChanged 187
		SP:Iteration 47Q (1764.840000 sec): 3 clusters
  Score: Raw -40781948.132072 + Penalty 6119.404325 = -40775828.727747
  nChanged 147
		SP:Iteration 48Q (1766.360000 sec): 3 clusters
  Score: Raw -40782007.984747 + Penalty 6119.404325 = -40775888.580422
  nChanged 127
		SP:Iteration 49Q (1767.830000 sec): 3 clusters
  Score: Raw -40782056.317881 + Penalty 6119.404325 = -40775936.913556
  nChanged 96
		SP:Iteration 50Q (1769.560000 sec): 3 clusters
  Score: Raw -40782091.335525 + Penalty 6119.404325 = -40775971.931200
  nChanged 76
		SP:Iteration 51Q (1771.060000 sec): 3 clusters
  Score: Raw -40782120.258250 + Penalty 6119.404325 = -40776000.853926
  nChanged 69
		SP:Iteration 52Q (1772.740000 sec): 3 clusters
  Score: Raw -40782144.133812 + Penalty 6119.404325 = -40776024.729487
  nChanged 60
		SP:Iteration 53Q (1774.420000 sec): 3 clusters
  Score: Raw -40782164.934278 + Penalty 6119.404325 = -40776045.529953
  nChanged 65
		SP:Iteration 54Q (1775.980000 sec): 3 clusters
  Score: Raw -40782190.799736 + Penalty 6119.404325 = -40776071.395411
  nChanged 54
		SP:Iteration 55Q (1777.800000 sec): 3 clusters
  Score: Raw -40782212.973989 + Penalty 6119.404325 = -40776093.569664
  nChanged 55
		SP:Iteration 56Q (1779.380000 sec): 3 clusters
  Score: Raw -40782233.874849 + Penalty 6119.404325 = -40776114.470524
  nChanged 44
		SP:Iteration 57Q (1780.960000 sec): 3 clusters
  Score: Raw -40782251.559616 + Penalty 6119.404325 = -40776132.155291
  nChanged 44
		SP:Iteration 58Q (1782.640000 sec): 3 clusters
  Score: Raw -40782270.778612 + Penalty 6119.404325 = -40776151.374287
  nChanged 46
		SP:Iteration 59Q (1784.310000 sec): 3 clusters
  Score: Raw -40782288.413825 + Penalty 6119.404325 = -40776169.009501
  nChanged 32
		SP:Iteration 60F (1786.100000 sec): 3 clusters
  Score: Raw -40782302.013873 + Penalty 6119.404325 = -40776182.609548
  nChanged 32
		SP:Iteration 61Q (1787.720000 sec): 3 clusters
  Score: Raw -40782314.548001 + Penalty 6119.404325 = -40776195.143676
  nChanged 28
		SP:Iteration 62Q (1789.280000 sec): 3 clusters
  Score: Raw -40782327.617396 + Penalty 6119.404325 = -40776208.213071
  nChanged 35
		SP:Iteration 63Q (1790.870000 sec): 3 clusters
  Score: Raw -40782343.047606 + Penalty 6119.404325 = -40776223.643281
  nChanged 27
		SP:Iteration 64Q (1792.490000 sec): 3 clusters
  Score: Raw -40782352.803613 + Penalty 6119.404325 = -40776233.399288
  nChanged 14
		SP:Iteration 65Q (1794.040000 sec): 3 clusters
  Score: Raw -40782357.463264 + Penalty 6119.404325 = -40776238.058939
  nChanged 8
		SP:Iteration 66Q (1795.720000 sec): 3 clusters
  Score: Raw -40782360.914197 + Penalty 6119.404325 = -40776241.509872
  nChanged 12
		SP:Iteration 67Q (1797.200000 sec): 3 clusters
  Score: Raw -40782364.617658 + Penalty 6119.404325 = -40776245.213333
  nChanged 6
		SP:Iteration 68Q (1798.710000 sec): 3 clusters
  Score: Raw -40782366.712166 + Penalty 6119.404325 = -40776247.307841
  nChanged 4
		SP:Iteration 69Q (1800.350000 sec): 3 clusters
  Score: Raw -40782368.584363 + Penalty 6119.404325 = -40776249.180039
  nChanged 5
		SP:Iteration 70Q (1802.050000 sec): 3 clusters
  Score: Raw -40782370.644000 + Penalty 6119.404325 = -40776251.239675
  nChanged 4
		SP:Iteration 71Q (1803.640000 sec): 3 clusters
  Score: Raw -40782371.782157 + Penalty 6119.404325 = -40776252.377832
  nChanged 4
		SP:Iteration 72Q (1805.240000 sec): 3 clusters
  Score: Raw -40782373.670252 + Penalty 6119.404325 = -40776254.265927
  nChanged 3
		SP:Iteration 73Q (1806.700000 sec): 3 clusters
  Score: Raw -40782374.645591 + Penalty 6119.404325 = -40776255.241266
  nChanged 6
		SP:Iteration 74Q (1808.270000 sec): 3 clusters
  Score: Raw -40782377.176451 + Penalty 6119.404325 = -40776257.772126
  nChanged 3
		SP:Iteration 75Q (1809.780000 sec): 3 clusters
  Score: Raw -40782378.160253 + Penalty 6119.404325 = -40776258.755928
  nChanged 3
		SP:Iteration 76Q (1811.270000 sec): 3 clusters
  Score: Raw -40782379.101452 + Penalty 6119.404325 = -40776259.697127
  nChanged 3
		SP:Iteration 77Q (1812.730000 sec): 3 clusters
  Score: Raw -40782380.362924 + Penalty 6119.404325 = -40776260.958600
  nChanged 1
		SP:Iteration 78Q (1814.190000 sec): 3 clusters
  Score: Raw -40782380.575475 + Penalty 6119.404325 = -40776261.171150
  nChanged 2
		SP:Iteration 79Q (1815.680000 sec): 3 clusters
  Score: Raw -40782381.176395 + Penalty 6119.404325 = -40776261.772070
  nChanged 1
		SP:Iteration 80F (1817.260000 sec): 3 clusters
  Score: Raw -40782381.426352 + Penalty 6119.404325 = -40776262.022027
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (34276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1817.590000 sec): 2 clusters
  Score: Raw -5877231.782190 + Penalty 2589.665769 = -5874642.116421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1818.020000 sec): 3 clusters
  Score: Raw -5856540.761271 + Penalty 5179.331537 = -5851361.429734
  nChanged 15540
		SP:Iteration 1F (1818.470000 sec): 3 clusters
  Score: Raw -5865949.158686 + Penalty 5179.331537 = -5860769.827149
  nChanged 2474
		SP:Iteration 2F (1818.920000 sec): 3 clusters
  Score: Raw -5868663.326135 + Penalty 5179.331537 = -5863483.994598
  nChanged 3450
		SP:Iteration 3F (1819.310000 sec): 3 clusters
  Score: Raw -5874199.045003 + Penalty 5179.331537 = -5869019.713466
  nChanged 4357
		SP:Iteration 4F (1819.740000 sec): 3 clusters
  Score: Raw -5882492.526337 + Penalty 5179.331537 = -5877313.194800
  nChanged 3818
		SP:Iteration 5F (1820.100000 sec): 3 clusters
  Score: Raw -5888046.748540 + Penalty 5179.331537 = -5882867.417003
  nChanged 1896
		SP:Iteration 6F (1820.450000 sec): 3 clusters
  Score: Raw -5889490.765385 + Penalty 5179.331537 = -5884311.433848
  nChanged 812
		SP:Iteration 7Q (1820.800000 sec): 3 clusters
  Score: Raw -5889956.385076 + Penalty 5179.331537 = -5884777.053539
  nChanged 442
		SP:Iteration 8Q (1821.200000 sec): 3 clusters
  Score: Raw -5890118.588518 + Penalty 5179.331537 = -5884939.256981
  nChanged 247
		SP:Iteration 9Q (1821.620000 sec): 3 clusters
  Score: Raw -5890179.123371 + Penalty 5179.331537 = -5884999.791834
  nChanged 147
		SP:Iteration 10Q (1822.000000 sec): 3 clusters
  Score: Raw -5890201.546334 + Penalty 5179.331537 = -5885022.214797
  nChanged 101
		SP:Iteration 11Q (1822.380000 sec): 3 clusters
  Score: Raw -5890212.846496 + Penalty 5179.331537 = -5885033.514959
  nChanged 63
		SP:Iteration 12Q (1822.740000 sec): 3 clusters
  Score: Raw -5890218.227663 + Penalty 5179.331537 = -5885038.896126
  nChanged 41
		SP:Iteration 13Q (1823.140000 sec): 3 clusters
  Score: Raw -5890222.189034 + Penalty 5179.331537 = -5885042.857497
  nChanged 32
		SP:Iteration 14Q (1823.480000 sec): 3 clusters
  Score: Raw -5890225.020977 + Penalty 5179.331537 = -5885045.689440
  nChanged 19
		SP:Iteration 15Q (1823.870000 sec): 3 clusters
  Score: Raw -5890226.397535 + Penalty 5179.331537 = -5885047.065998
  nChanged 17
		SP:Iteration 16Q (1824.230000 sec): 3 clusters
  Score: Raw -5890227.881092 + Penalty 5179.331537 = -5885048.549555
  nChanged 16
		SP:Iteration 17Q (1824.650000 sec): 3 clusters
  Score: Raw -5890229.227799 + Penalty 5179.331537 = -5885049.896262
  nChanged 14
		SP:Iteration 18Q (1825.030000 sec): 3 clusters
  Score: Raw -5890230.331615 + Penalty 5179.331537 = -5885051.000078
  nChanged 9
		SP:Iteration 19Q (1825.420000 sec): 3 clusters
  Score: Raw -5890230.819881 + Penalty 5179.331537 = -5885051.488344
  nChanged 5
		SP:Iteration 20F (1825.810000 sec): 3 clusters
  Score: Raw -5890231.084422 + Penalty 5179.331537 = -5885051.752885
  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 3.86 GB.

 Trying to split cluster 16 (102067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1826.460000 sec): 2 clusters
  Score: Raw -18130113.894002 + Penalty 2860.279415 = -18127253.614587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1827.270000 sec): 3 clusters
  Score: Raw -18064755.339980 + Penalty 5720.558831 = -18059034.781149
  nChanged 48177
		SP:Iteration 1F (1828.150000 sec): 3 clusters
  Score: Raw -18092195.043511 + Penalty 5720.558831 = -18086474.484680
  nChanged 3147
		SP:Iteration 2Q (1829.060000 sec): 3 clusters
  Score: Raw -18092919.185174 + Penalty 5720.558831 = -18087198.626343
  nChanged 3187
		SP:Iteration 3Q (1829.980000 sec): 3 clusters
  Score: Raw -18093787.124033 + Penalty 5720.558831 = -18088066.565202
  nChanged 3480
		SP:Iteration 4Q (1830.930000 sec): 3 clusters
  Score: Raw -18094951.722621 + Penalty 5720.558831 = -18089231.163791
  nChanged 3955
		SP:Iteration 5Q (1831.840000 sec): 3 clusters
  Score: Raw -18096615.645562 + Penalty 5720.558831 = -18090895.086731
  nChanged 4787
		SP:Iteration 6Q (1832.750000 sec): 3 clusters
  Score: Raw -18099073.966533 + Penalty 5720.558831 = -18093353.407702
  nChanged 5712
		SP:Iteration 7F (1833.560000 sec): 3 clusters
  Score: Raw -18102360.748915 + Penalty 5720.558831 = -18096640.190085
  nChanged 6309
		SP:Iteration 8F (1834.450000 sec): 3 clusters
  Score: Raw -18105998.744851 + Penalty 5720.558831 = -18100278.186021
  nChanged 6267
		SP:Iteration 9F (1835.290000 sec): 3 clusters
  Score: Raw -18109330.635896 + Penalty 5720.558831 = -18103610.077065
  nChanged 5579
		SP:Iteration 10F (1836.220000 sec): 3 clusters
  Score: Raw -18111939.978509 + Penalty 5720.558831 = -18106219.419679
  nChanged 4710
		SP:Iteration 11Q (1837.200000 sec): 3 clusters
  Score: Raw -18113990.942233 + Penalty 5720.558831 = -18108270.383403
  nChanged 3853
		SP:Iteration 12Q (1838.220000 sec): 3 clusters
  Score: Raw -18115562.962713 + Penalty 5720.558831 = -18109842.403883
  nChanged 3190
		SP:Iteration 13Q (1839.270000 sec): 3 clusters
  Score: Raw -18116859.684370 + Penalty 5720.558831 = -18111139.125539
  nChanged 2781
		SP:Iteration 14Q (1840.040000 sec): 3 clusters
  Score: Raw -18117994.499981 + Penalty 5720.558831 = -18112273.941151
  nChanged 2589
		SP:Iteration 15Q (1840.900000 sec): 3 clusters
  Score: Raw -18119084.813758 + Penalty 5720.558831 = -18113364.254927
  nChanged 2411
		SP:Iteration 16Q (1841.730000 sec): 3 clusters
  Score: Raw -18120123.682040 + Penalty 5720.558831 = -18114403.123210
  nChanged 2334
		SP:Iteration 17Q (1842.540000 sec): 3 clusters
  Score: Raw -18121145.696120 + Penalty 5720.558831 = -18115425.137290
  nChanged 2324
		SP:Iteration 18Q (1843.500000 sec): 3 clusters
  Score: Raw -18122110.761454 + Penalty 5720.558831 = -18116390.202624
  nChanged 2405
		SP:Iteration 19Q (1844.390000 sec): 3 clusters
  Score: Raw -18123078.720446 + Penalty 5720.558831 = -18117358.161615
  nChanged 2365
		SP:Iteration 20F (1845.260000 sec): 3 clusters
  Score: Raw -18124009.457120 + Penalty 5720.558831 = -18118288.898289
  nChanged 2271
		SP:Iteration 21Q (1846.220000 sec): 3 clusters
  Score: Raw -18124885.873813 + Penalty 5720.558831 = -18119165.314982
  nChanged 2159
		SP:Iteration 22Q (1847.150000 sec): 3 clusters
  Score: Raw -18125697.391200 + Penalty 5720.558831 = -18119976.832369
  nChanged 2050
		SP:Iteration 23Q (1848.060000 sec): 3 clusters
  Score: Raw -18126477.017087 + Penalty 5720.558831 = -18120756.458257
  nChanged 2000
		SP:Iteration 24Q (1848.920000 sec): 3 clusters
  Score: Raw -18127267.450090 + Penalty 5720.558831 = -18121546.891259
  nChanged 1852
		SP:Iteration 25Q (1849.820000 sec): 3 clusters
  Score: Raw -18128014.461943 + Penalty 5720.558831 = -18122293.903112
  nChanged 1711
		SP:Iteration 26Q (1850.720000 sec): 3 clusters
  Score: Raw -18128706.770325 + Penalty 5720.558831 = -18122986.211494
  nChanged 1590
		SP:Iteration 27Q (1851.560000 sec): 3 clusters
  Score: Raw -18129365.785828 + Penalty 5720.558831 = -18123645.226998
  nChanged 1457
		SP:Iteration 28Q (1852.470000 sec): 3 clusters
  Score: Raw -18129935.088103 + Penalty 5720.558831 = -18124214.529272
  nChanged 1225
		SP:Iteration 29Q (1853.350000 sec): 3 clusters
  Score: Raw -18130406.158300 + Penalty 5720.558831 = -18124685.599470
  nChanged 1037
		SP:Iteration 30Q (1854.210000 sec): 3 clusters
  Score: Raw -18130783.104138 + Penalty 5720.558831 = -18125062.545308
  nChanged 837
		SP:Iteration 31Q (1855.090000 sec): 3 clusters
  Score: Raw -18131053.311318 + Penalty 5720.558831 = -18125332.752487
  nChanged 694
		SP:Iteration 32Q (1855.990000 sec): 3 clusters
  Score: Raw -18131266.223120 + Penalty 5720.558831 = -18125545.664290
  nChanged 602
		SP:Iteration 33Q (1856.920000 sec): 3 clusters
  Score: Raw -18131437.068672 + Penalty 5720.558831 = -18125716.509841
  nChanged 545
		SP:Iteration 34Q (1857.920000 sec): 3 clusters
  Score: Raw -18131578.761779 + Penalty 5720.558831 = -18125858.202949
  nChanged 470
		SP:Iteration 35Q (1858.820000 sec): 3 clusters
  Score: Raw -18131692.005370 + Penalty 5720.558831 = -18125971.446539
  nChanged 369
		SP:Iteration 36Q (1859.650000 sec): 3 clusters
  Score: Raw -18131772.627860 + Penalty 5720.558831 = -18126052.069029
  nChanged 299
		SP:Iteration 37Q (1860.410000 sec): 3 clusters
  Score: Raw -18131832.912068 + Penalty 5720.558831 = -18126112.353237
  nChanged 250
		SP:Iteration 38Q (1861.130000 sec): 3 clusters
  Score: Raw -18131879.317074 + Penalty 5720.558831 = -18126158.758243
  nChanged 203
		SP:Iteration 39Q (1861.870000 sec): 3 clusters
  Score: Raw -18131914.916295 + Penalty 5720.558831 = -18126194.357464
  nChanged 183
		SP:Iteration 40F (1862.650000 sec): 3 clusters
  Score: Raw -18131945.588003 + Penalty 5720.558831 = -18126225.029172
  nChanged 164
		SP:Iteration 41Q (1863.380000 sec): 3 clusters
  Score: Raw -18131974.450949 + Penalty 5720.558831 = -18126253.892119
  nChanged 151
		SP:Iteration 42Q (1864.120000 sec): 3 clusters
  Score: Raw -18132002.688254 + Penalty 5720.558831 = -18126282.129423
  nChanged 144
		SP:Iteration 43Q (1864.870000 sec): 3 clusters
  Score: Raw -18132026.294613 + Penalty 5720.558831 = -18126305.735782
  nChanged 117
		SP:Iteration 44Q (1865.610000 sec): 3 clusters
  Score: Raw -18132046.306879 + Penalty 5720.558831 = -18126325.748049
  nChanged 102
		SP:Iteration 45Q (1866.390000 sec): 3 clusters
  Score: Raw -18132062.389815 + Penalty 5720.558831 = -18126341.830984
  nChanged 75
		SP:Iteration 46Q (1867.000000 sec): 3 clusters
  Score: Raw -18132074.216310 + Penalty 5720.558831 = -18126353.657479
  nChanged 74
		SP:Iteration 47Q (1867.620000 sec): 3 clusters
  Score: Raw -18132084.196845 + Penalty 5720.558831 = -18126363.638014
  nChanged 63
		SP:Iteration 48Q (1868.360000 sec): 3 clusters
  Score: Raw -18132093.198941 + Penalty 5720.558831 = -18126372.640110
  nChanged 61
		SP:Iteration 49Q (1869.090000 sec): 3 clusters
  Score: Raw -18132101.221706 + Penalty 5720.558831 = -18126380.662876
  nChanged 48
		SP:Iteration 50Q (1869.820000 sec): 3 clusters
  Score: Raw -18132106.608769 + Penalty 5720.558831 = -18126386.049938
  nChanged 44
		SP:Iteration 51Q (1870.560000 sec): 3 clusters
  Score: Raw -18132111.759785 + Penalty 5720.558831 = -18126391.200955
  nChanged 45
		SP:Iteration 52Q (1871.340000 sec): 3 clusters
  Score: Raw -18132116.329608 + Penalty 5720.558831 = -18126395.770778
  nChanged 35
		SP:Iteration 53Q (1872.120000 sec): 3 clusters
  Score: Raw -18132119.813672 + Penalty 5720.558831 = -18126399.254842
  nChanged 25
		SP:Iteration 54Q (1872.860000 sec): 3 clusters
  Score: Raw -18132121.815965 + Penalty 5720.558831 = -18126401.257134
  nChanged 18
		SP:Iteration 55Q (1873.590000 sec): 3 clusters
  Score: Raw -18132123.447306 + Penalty 5720.558831 = -18126402.888475
  nChanged 19
		SP:Iteration 56Q (1874.300000 sec): 3 clusters
  Score: Raw -18132125.142679 + Penalty 5720.558831 = -18126404.583848
  nChanged 16
		SP:Iteration 57Q (1874.990000 sec): 3 clusters
  Score: Raw -18132126.825000 + Penalty 5720.558831 = -18126406.266169
  nChanged 14
		SP:Iteration 58Q (1875.710000 sec): 3 clusters
  Score: Raw -18132127.854212 + Penalty 5720.558831 = -18126407.295382
  nChanged 12
		SP:Iteration 59Q (1876.440000 sec): 3 clusters
  Score: Raw -18132129.049783 + Penalty 5720.558831 = -18126408.490952
  nChanged 7
		SP:Iteration 60F (1877.200000 sec): 3 clusters
  Score: Raw -18132129.787961 + Penalty 5720.558831 = -18126409.229130
  nChanged 8
		SP:Iteration 61Q (1877.950000 sec): 3 clusters
  Score: Raw -18132130.671232 + Penalty 5720.558831 = -18126410.112401
  nChanged 9
		SP:Iteration 62Q (1878.660000 sec): 3 clusters
  Score: Raw -18132131.456115 + Penalty 5720.558831 = -18126410.897284
  nChanged 7
		SP:Iteration 63Q (1879.400000 sec): 3 clusters
  Score: Raw -18132131.845848 + Penalty 5720.558831 = -18126411.287017
  nChanged 4
		SP:Iteration 64Q (1880.160000 sec): 3 clusters
  Score: Raw -18132132.045239 + Penalty 5720.558831 = -18126411.486409
  nChanged 3
		SP:Iteration 65Q (1880.920000 sec): 3 clusters
  Score: Raw -18132132.267064 + Penalty 5720.558831 = -18126411.708233
  nChanged 7
		SP:Iteration 66Q (1881.700000 sec): 3 clusters
  Score: Raw -18132132.794514 + Penalty 5720.558831 = -18126412.235683
  nChanged 7
		SP:Iteration 67Q (1882.410000 sec): 3 clusters
  Score: Raw -18132133.373137 + Penalty 5720.558831 = -18126412.814307
  nChanged 5
		SP:Iteration 68Q (1883.070000 sec): 3 clusters
  Score: Raw -18132133.750027 + Penalty 5720.558831 = -18126413.191196
  nChanged 3
		SP:Iteration 69Q (1883.770000 sec): 3 clusters
  Score: Raw -18132134.021518 + Penalty 5720.558831 = -18126413.462687
  nChanged 3
		SP:Iteration 70Q (1884.650000 sec): 3 clusters
  Score: Raw -18132134.309518 + Penalty 5720.558831 = -18126413.750687
  nChanged 3
		SP:Iteration 71Q (1885.570000 sec): 3 clusters
  Score: Raw -18132134.525618 + Penalty 5720.558831 = -18126413.966787
  nChanged 2
		SP:Iteration 72Q (1886.460000 sec): 3 clusters
  Score: Raw -18132134.660516 + Penalty 5720.558831 = -18126414.101686
  nChanged 1
		SP:Iteration 73Q (1887.360000 sec): 3 clusters
  Score: Raw -18132134.726025 + Penalty 5720.558831 = -18126414.167194
  nChanged 1
		SP:Iteration 74Q (1888.200000 sec): 3 clusters
  Score: Raw -18132134.777623 + Penalty 5720.558831 = -18126414.218793
  nChanged 1
		SP:Iteration 75Q (1888.910000 sec): 3 clusters
  Score: Raw -18132134.902838 + Penalty 5720.558831 = -18126414.344007
  nChanged 1
		SP:Iteration 76Q (1889.720000 sec): 3 clusters
  Score: Raw -18132134.944865 + Penalty 5720.558831 = -18126414.386034
  nChanged 0
		SP:Iteration 77F (1890.650000 sec): 3 clusters
  Score: Raw -18132134.944865 + Penalty 5720.558831 = -18126414.386034
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1890.820000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1890.980000 sec): 3 clusters
  Score: Raw -82585.950180 + Penalty 3110.410262 = -79475.539918
  nChanged 97
		SP:Iteration 1F (1891.220000 sec): 3 clusters
  Score: Raw -82760.184583 + Penalty 3110.410262 = -79649.774321
  nChanged 24
		SP:Iteration 2Q (1891.420000 sec): 3 clusters
  Score: Raw -82861.207191 + Penalty 3110.410262 = -79750.796929
  nChanged 19
		SP:Iteration 3Q (1891.610000 sec): 3 clusters
  Score: Raw -82913.338739 + Penalty 3110.410262 = -79802.928476
  nChanged 11
		SP:Iteration 4Q (1891.770000 sec): 3 clusters
  Score: Raw -82941.288112 + Penalty 3110.410262 = -79830.877850
  nChanged 6
		SP:Iteration 5Q (1891.940000 sec): 3 clusters
  Score: Raw -82956.136470 + Penalty 3110.410262 = -79845.726208
  nChanged 7
		SP:Iteration 6Q (1892.110000 sec): 3 clusters
  Score: Raw -82974.898310 + Penalty 3110.410262 = -79864.488048
  nChanged 4
		SP:Iteration 7Q (1892.300000 sec): 3 clusters
  Score: Raw -82985.214192 + Penalty 3110.410262 = -79874.803930
  nChanged 3
		SP:Iteration 8Q (1892.490000 sec): 3 clusters
  Score: Raw -82994.626217 + Penalty 3110.410262 = -79884.215955
  nChanged 4
		SP:Iteration 9Q (1892.610000 sec): 3 clusters
  Score: Raw -83006.389220 + Penalty 3110.410262 = -79895.978958
  nChanged 3
		SP:Iteration 10Q (1892.760000 sec): 3 clusters
  Score: Raw -83011.508797 + Penalty 3110.410262 = -79901.098535
  nChanged 3
		SP:Iteration 11Q (1892.890000 sec): 3 clusters
  Score: Raw -83017.947743 + Penalty 3110.410262 = -79907.537481
  nChanged 4
		SP:Iteration 12Q (1893.080000 sec): 3 clusters
  Score: Raw -83030.105792 + Penalty 3110.410262 = -79919.695530
  nChanged 3
		SP:Iteration 13Q (1893.210000 sec): 3 clusters
  Score: Raw -83035.691507 + Penalty 3110.410262 = -79925.281244
  nChanged 0
		SP:Iteration 14F (1893.360000 sec): 3 clusters
  Score: Raw -83035.691507 + Penalty 3110.410262 = -79925.281244
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1893.460000 sec): 2 clusters
  Score: Raw -56448.659314 + Penalty 1465.877568 = -54982.781746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1893.610000 sec): 3 clusters
  Score: Raw -56686.772913 + Penalty 2931.755135 = -53755.017778
  nChanged 80
		SP:Iteration 1F (1893.790000 sec): 3 clusters
  Score: Raw -56913.422429 + Penalty 2931.755135 = -53981.667293
  nChanged 22
		SP:Iteration 2F (1893.960000 sec): 3 clusters
  Score: Raw -56989.165292 + Penalty 2931.755135 = -54057.410156
  nChanged 14
		SP:Iteration 3Q (1894.130000 sec): 3 clusters
  Score: Raw -57108.820039 + Penalty 2931.755135 = -54177.064903
  nChanged 15
		SP:Iteration 4Q (1894.330000 sec): 3 clusters
  Score: Raw -57192.092422 + Penalty 2931.755135 = -54260.337286
  nChanged 14
		SP:Iteration 5Q (1894.510000 sec): 3 clusters
  Score: Raw -57286.287024 + Penalty 2931.755135 = -54354.531889
  nChanged 21
		SP:Iteration 6F (1894.660000 sec): 3 clusters
  Score: Raw -57451.686732 + Penalty 2931.755135 = -54519.931597
  nChanged 27
		SP:Iteration 7F (1894.770000 sec): 3 clusters
  Score: Raw -57595.313276 + Penalty 2931.755135 = -54663.558141
  nChanged 13
		SP:Iteration 8Q (1894.960000 sec): 3 clusters
  Score: Raw -57688.792553 + Penalty 2931.755135 = -54757.037418
  nChanged 7
		SP:Iteration 9Q (1895.090000 sec): 3 clusters
  Score: Raw -57736.488751 + Penalty 2931.755135 = -54804.733615
  nChanged 3
		SP:Iteration 10Q (1895.250000 sec): 3 clusters
  Score: Raw -57747.056772 + Penalty 2931.755135 = -54815.301637
  nChanged 2
		SP:Iteration 11Q (1895.400000 sec): 3 clusters
  Score: Raw -57758.965645 + Penalty 2931.755135 = -54827.210510
  nChanged 0
		SP:Iteration 12F (1895.570000 sec): 3 clusters
  Score: Raw -57758.965645 + Penalty 2931.755135 = -54827.210510
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1895.670000 sec): 2 clusters
  Score: Raw -84131.092175 + Penalty 1576.744882 = -82554.347292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1895.830000 sec): 3 clusters
  Score: Raw -84326.589749 + Penalty 3153.489764 = -81173.099985
  nChanged 130
		SP:Iteration 1F (1896.030000 sec): 3 clusters
  Score: Raw -84744.773281 + Penalty 3153.489764 = -81591.283517
  nChanged 71
		SP:Iteration 2F (1896.200000 sec): 3 clusters
  Score: Raw -85192.766677 + Penalty 3153.489764 = -82039.276913
  nChanged 60
		SP:Iteration 3F (1896.450000 sec): 3 clusters
  Score: Raw -85839.607782 + Penalty 3153.489764 = -82686.118018
  nChanged 59
		SP:Iteration 4F (1896.640000 sec): 3 clusters
  Score: Raw -86767.660764 + Penalty 3153.489764 = -83614.171000
  nChanged 44
		SP:Iteration 5F (1896.810000 sec): 3 clusters
  Score: Raw -88247.447614 + Penalty 3153.489764 = -85093.957850
  nChanged 25
		SP:Iteration 6Q (1896.970000 sec): 3 clusters
  Score: Raw -89748.489426 + Penalty 3153.489764 = -86594.999662
  nChanged 3
		SP:Iteration 7Q (1897.130000 sec): 3 clusters
  Score: Raw -90130.646499 + Penalty 3153.489764 = -86977.156735
  nChanged 1
		SP:Iteration 8Q (1897.260000 sec): 3 clusters
  Score: Raw -90271.109092 + Penalty 3153.489764 = -87117.619328
  nChanged 0
		SP:Iteration 9F (1897.460000 sec): 3 clusters
  Score: Raw -90271.109092 + Penalty 3153.489764 = -87117.619328
  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 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1897.580000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1897.730000 sec): 3 clusters
  Score: Raw -79087.143934 + Penalty 3061.163496 = -76025.980437
  nChanged 71
		SP:Iteration 1F (1897.900000 sec): 3 clusters
  Score: Raw -79242.635564 + Penalty 3061.163496 = -76181.472068
  nChanged 25
		SP:Iteration 2F (1898.080000 sec): 3 clusters
  Score: Raw -79308.062760 + Penalty 3061.163496 = -76246.899263
  nChanged 13
		SP:Iteration 3Q (1898.260000 sec): 3 clusters
  Score: Raw -79340.197630 + Penalty 3061.163496 = -76279.034134
  nChanged 7
		SP:Iteration 4Q (1898.430000 sec): 3 clusters
  Score: Raw -79354.431836 + Penalty 3061.163496 = -76293.268340
  nChanged 2
		SP:Iteration 5Q (1898.610000 sec): 3 clusters
  Score: Raw -79359.702937 + Penalty 3061.163496 = -76298.539440
  nChanged 1
		SP:Iteration 6Q (1898.810000 sec): 3 clusters
  Score: Raw -79364.174142 + Penalty 3061.163496 = -76303.010645
  nChanged 1
		SP:Iteration 7Q (1899.030000 sec): 3 clusters
  Score: Raw -79366.099873 + Penalty 3061.163496 = -76304.936377
  nChanged 0
		SP:Iteration 8F (1899.230000 sec): 3 clusters
  Score: Raw -79366.099873 + Penalty 3061.163496 = -76304.936377
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (2050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1899.380000 sec): 2 clusters
  Score: Raw -334990.718339 + Penalty 1891.147578 = -333099.570761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1899.580000 sec): 3 clusters
  Score: Raw -334227.601598 + Penalty 3782.295156 = -330445.306442
  nChanged 675
		SP:Iteration 1F (1899.820000 sec): 3 clusters
  Score: Raw -335343.530915 + Penalty 3782.295156 = -331561.235759
  nChanged 307
		SP:Iteration 2F (1900.050000 sec): 3 clusters
  Score: Raw -336717.041126 + Penalty 3782.295156 = -332934.745970
  nChanged 212
		SP:Iteration 3F (1900.230000 sec): 3 clusters
  Score: Raw -337563.110642 + Penalty 3782.295156 = -333780.815486
  nChanged 127
		SP:Iteration 4F (1900.380000 sec): 3 clusters
  Score: Raw -337824.254241 + Penalty 3782.295156 = -334041.959085
  nChanged 65
		SP:Iteration 5Q (1900.560000 sec): 3 clusters
  Score: Raw -337913.642610 + Penalty 3782.295156 = -334131.347455
  nChanged 23
		SP:Iteration 6Q (1900.740000 sec): 3 clusters
  Score: Raw -337930.409432 + Penalty 3782.295156 = -334148.114276
  nChanged 8
		SP:Iteration 7Q (1900.920000 sec): 3 clusters
  Score: Raw -337938.314420 + Penalty 3782.295156 = -334156.019264
  nChanged 7
		SP:Iteration 8Q (1901.200000 sec): 3 clusters
  Score: Raw -337944.004085 + Penalty 3782.295156 = -334161.708929
  nChanged 7
		SP:Iteration 9Q (1901.410000 sec): 3 clusters
  Score: Raw -337948.831788 + Penalty 3782.295156 = -334166.536632
  nChanged 3
		SP:Iteration 10Q (1901.540000 sec): 3 clusters
  Score: Raw -337950.391380 + Penalty 3782.295156 = -334168.096224
  nChanged 0
		SP:Iteration 11F (1901.720000 sec): 3 clusters
  Score: Raw -337950.391380 + Penalty 3782.295156 = -334168.096224
  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 3.86 GB.

 Trying to split cluster 22 (803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1901.820000 sec): 2 clusters
  Score: Raw -88992.432002 + Penalty 1658.711969 = -87333.720033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1901.960000 sec): 3 clusters
  Score: Raw -89134.187278 + Penalty 3317.423938 = -85816.763339
  nChanged 228
		SP:Iteration 1F (1902.110000 sec): 3 clusters
  Score: Raw -89899.679290 + Penalty 3317.423938 = -86582.255352
  nChanged 135
		SP:Iteration 2F (1902.330000 sec): 3 clusters
  Score: Raw -91351.364822 + Penalty 3317.423938 = -88033.940884
  nChanged 92
		SP:Iteration 3F (1902.440000 sec): 3 clusters
  Score: Raw -92418.037677 + Penalty 3317.423938 = -89100.613739
  nChanged 46
		SP:Iteration 4F (1902.600000 sec): 3 clusters
  Score: Raw -92858.738786 + Penalty 3317.423938 = -89541.314848
  nChanged 24
		SP:Iteration 5Q (1902.760000 sec): 3 clusters
  Score: Raw -92956.882211 + Penalty 3317.423938 = -89639.458273
  nChanged 7
		SP:Iteration 6Q (1902.880000 sec): 3 clusters
  Score: Raw -92987.086863 + Penalty 3317.423938 = -89669.662925
  nChanged 5
		SP:Iteration 7Q (1903.040000 sec): 3 clusters
  Score: Raw -93004.983273 + Penalty 3317.423938 = -89687.559335
  nChanged 2
		SP:Iteration 8Q (1903.230000 sec): 3 clusters
  Score: Raw -93009.792189 + Penalty 3317.423938 = -89692.368251
  nChanged 0
		SP:Iteration 9F (1903.420000 sec): 3 clusters
  Score: Raw -93009.792189 + Penalty 3317.423938 = -89692.368251
  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 3.86 GB.

 Trying to split cluster 23 (775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1903.560000 sec): 2 clusters
  Score: Raw -137280.768660 + Penalty 1649.910031 = -135630.858629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1903.740000 sec): 3 clusters
  Score: Raw -137205.636108 + Penalty 3299.820063 = -133905.816046
  nChanged 159
		SP:Iteration 1F (1903.930000 sec): 3 clusters
  Score: Raw -137388.663709 + Penalty 3299.820063 = -134088.843646
  nChanged 27
		SP:Iteration 2Q (1904.120000 sec): 3 clusters
  Score: Raw -137430.976072 + Penalty 3299.820063 = -134131.156009
  nChanged 14
		SP:Iteration 3Q (1904.270000 sec): 3 clusters
  Score: Raw -137450.443358 + Penalty 3299.820063 = -134150.623295
  nChanged 9
		SP:Iteration 4Q (1904.430000 sec): 3 clusters
  Score: Raw -137461.561871 + Penalty 3299.820063 = -134161.741808
  nChanged 8
		SP:Iteration 5Q (1904.580000 sec): 3 clusters
  Score: Raw -137473.571520 + Penalty 3299.820063 = -134173.751458
  nChanged 4
		SP:Iteration 6Q (1904.740000 sec): 3 clusters
  Score: Raw -137479.734392 + Penalty 3299.820063 = -134179.914329
  nChanged 4
		SP:Iteration 7Q (1904.880000 sec): 3 clusters
  Score: Raw -137482.619180 + Penalty 3299.820063 = -134182.799117
  nChanged 1
		SP:Iteration 8Q (1905.080000 sec): 3 clusters
  Score: Raw -137483.288768 + Penalty 3299.820063 = -134183.468706
  nChanged 1
		SP:Iteration 9Q (1905.250000 sec): 3 clusters
  Score: Raw -137484.927893 + Penalty 3299.820063 = -134185.107830
  nChanged 0
		SP:Iteration 10F (1905.420000 sec): 3 clusters
  Score: Raw -137484.927893 + Penalty 3299.820063 = -134185.107830
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1905.540000 sec): 2 clusters
  Score: Raw -282374.686660 + Penalty 1834.898996 = -280539.787663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1905.740000 sec): 3 clusters
  Score: Raw -281819.934745 + Penalty 3669.797993 = -278150.136752
  nChanged 495
		SP:Iteration 1F (1905.930000 sec): 3 clusters
  Score: Raw -282292.583210 + Penalty 3669.797993 = -278622.785218
  nChanged 146
		SP:Iteration 2F (1906.100000 sec): 3 clusters
  Score: Raw -282487.130152 + Penalty 3669.797993 = -278817.332160
  nChanged 98
		SP:Iteration 3F (1906.230000 sec): 3 clusters
  Score: Raw -282643.556719 + Penalty 3669.797993 = -278973.758727
  nChanged 94
		SP:Iteration 4F (1906.410000 sec): 3 clusters
  Score: Raw -282792.676275 + Penalty 3669.797993 = -279122.878282
  nChanged 96
		SP:Iteration 5F (1906.560000 sec): 3 clusters
  Score: Raw -282933.647028 + Penalty 3669.797993 = -279263.849036
  nChanged 83
		SP:Iteration 6F (1906.700000 sec): 3 clusters
  Score: Raw -283072.209538 + Penalty 3669.797993 = -279402.411546
  nChanged 68
		SP:Iteration 7Q (1906.860000 sec): 3 clusters
  Score: Raw -283153.942791 + Penalty 3669.797993 = -279484.144798
  nChanged 34
		SP:Iteration 8Q (1907.100000 sec): 3 clusters
  Score: Raw -283196.272685 + Penalty 3669.797993 = -279526.474693
  nChanged 24
		SP:Iteration 9Q (1907.240000 sec): 3 clusters
  Score: Raw -283231.883508 + Penalty 3669.797993 = -279562.085515
  nChanged 22
		SP:Iteration 10Q (1907.370000 sec): 3 clusters
  Score: Raw -283263.888789 + Penalty 3669.797993 = -279594.090797
  nChanged 22
		SP:Iteration 11Q (1907.510000 sec): 3 clusters
  Score: Raw -283292.283014 + Penalty 3669.797993 = -279622.485021
  nChanged 16
		SP:Iteration 12Q (1907.640000 sec): 3 clusters
  Score: Raw -283311.896110 + Penalty 3669.797993 = -279642.098118
  nChanged 10
		SP:Iteration 13Q (1907.780000 sec): 3 clusters
  Score: Raw -283321.311821 + Penalty 3669.797993 = -279651.513828
  nChanged 6
		SP:Iteration 14Q (1907.920000 sec): 3 clusters
  Score: Raw -283325.972985 + Penalty 3669.797993 = -279656.174992
  nChanged 1
		SP:Iteration 15Q (1908.060000 sec): 3 clusters
  Score: Raw -283326.611408 + Penalty 3669.797993 = -279656.813415
  nChanged 1
		SP:Iteration 16Q (1908.200000 sec): 3 clusters
  Score: Raw -283327.427877 + Penalty 3669.797993 = -279657.629884
  nChanged 2
		SP:Iteration 17Q (1908.340000 sec): 3 clusters
  Score: Raw -283330.231594 + Penalty 3669.797993 = -279660.433601
  nChanged 4
		SP:Iteration 18Q (1908.430000 sec): 3 clusters
  Score: Raw -283333.347331 + Penalty 3669.797993 = -279663.549339
  nChanged 1
		SP:Iteration 19Q (1908.560000 sec): 3 clusters
  Score: Raw -283333.976855 + Penalty 3669.797993 = -279664.178862
  nChanged 0
		SP:Iteration 20F (1908.690000 sec): 3 clusters
  Score: Raw -283333.976855 + Penalty 3669.797993 = -279664.178862
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1908.780000 sec): 2 clusters
  Score: Raw -122789.389716 + Penalty 1677.156918 = -121112.232798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1908.980000 sec): 3 clusters
  Score: Raw -122644.899737 + Penalty 3354.313835 = -119290.585901
  nChanged 233
		SP:Iteration 1F (1909.160000 sec): 3 clusters
  Score: Raw -123091.401357 + Penalty 3354.313835 = -119737.087522
  nChanged 88
		SP:Iteration 2F (1909.350000 sec): 3 clusters
  Score: Raw -123511.061533 + Penalty 3354.313835 = -120156.747698
  nChanged 89
		SP:Iteration 3F (1909.530000 sec): 3 clusters
  Score: Raw -124141.477280 + Penalty 3354.313835 = -120787.163445
  nChanged 89
		SP:Iteration 4F (1909.630000 sec): 3 clusters
  Score: Raw -124630.972356 + Penalty 3354.313835 = -121276.658521
  nChanged 51
		SP:Iteration 5F (1909.770000 sec): 3 clusters
  Score: Raw -124898.815519 + Penalty 3354.313835 = -121544.501683
  nChanged 39
		SP:Iteration 6Q (1909.860000 sec): 3 clusters
  Score: Raw -125071.745515 + Penalty 3354.313835 = -121717.431679
  nChanged 20
		SP:Iteration 7Q (1909.990000 sec): 3 clusters
  Score: Raw -125133.466310 + Penalty 3354.313835 = -121779.152474
  nChanged 12
		SP:Iteration 8Q (1910.160000 sec): 3 clusters
  Score: Raw -125179.029883 + Penalty 3354.313835 = -121824.716048
  nChanged 8
		SP:Iteration 9Q (1910.310000 sec): 3 clusters
  Score: Raw -125223.120448 + Penalty 3354.313835 = -121868.806612
  nChanged 4
		SP:Iteration 10Q (1910.410000 sec): 3 clusters
  Score: Raw -125230.640299 + Penalty 3354.313835 = -121876.326464
  nChanged 0
		SP:Iteration 11F (1910.550000 sec): 3 clusters
  Score: Raw -125230.640299 + Penalty 3354.313835 = -121876.326464
  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 3.86 GB.

 Trying to split cluster 26 (2722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1910.680000 sec): 2 clusters
  Score: Raw -430077.329576 + Penalty 1961.462301 = -428115.867275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1910.820000 sec): 3 clusters
  Score: Raw -429092.140278 + Penalty 3922.924603 = -425169.215675
  nChanged 980
		SP:Iteration 1F (1910.960000 sec): 3 clusters
  Score: Raw -430312.840634 + Penalty 3922.924603 = -426389.916031
  nChanged 333
		SP:Iteration 2F (1911.090000 sec): 3 clusters
  Score: Raw -431117.802843 + Penalty 3922.924603 = -427194.878240
  nChanged 240
		SP:Iteration 3F (1911.230000 sec): 3 clusters
  Score: Raw -431665.203185 + Penalty 3922.924603 = -427742.278583
  nChanged 165
		SP:Iteration 4F (1911.370000 sec): 3 clusters
  Score: Raw -431907.229805 + Penalty 3922.924603 = -427984.305202
  nChanged 122
		SP:Iteration 5Q (1911.470000 sec): 3 clusters
  Score: Raw -432078.610426 + Penalty 3922.924603 = -428155.685823
  nChanged 102
		SP:Iteration 6Q (1911.640000 sec): 3 clusters
  Score: Raw -432202.008491 + Penalty 3922.924603 = -428279.083888
  nChanged 77
		SP:Iteration 7Q (1911.780000 sec): 3 clusters
  Score: Raw -432296.219105 + Penalty 3922.924603 = -428373.294502
  nChanged 57
		SP:Iteration 8Q (1911.920000 sec): 3 clusters
  Score: Raw -432362.980584 + Penalty 3922.924603 = -428440.055982
  nChanged 39
		SP:Iteration 9Q (1912.070000 sec): 3 clusters
  Score: Raw -432389.234236 + Penalty 3922.924603 = -428466.309633
  nChanged 32
		SP:Iteration 10Q (1912.190000 sec): 3 clusters
  Score: Raw -432411.760696 + Penalty 3922.924603 = -428488.836093
  nChanged 25
		SP:Iteration 11Q (1912.320000 sec): 3 clusters
  Score: Raw -432434.326152 + Penalty 3922.924603 = -428511.401549
  nChanged 23
		SP:Iteration 12Q (1912.440000 sec): 3 clusters
  Score: Raw -432447.808817 + Penalty 3922.924603 = -428524.884214
  nChanged 13
		SP:Iteration 13Q (1912.570000 sec): 3 clusters
  Score: Raw -432460.088721 + Penalty 3922.924603 = -428537.164118
  nChanged 16
		SP:Iteration 14Q (1912.700000 sec): 3 clusters
  Score: Raw -432477.115826 + Penalty 3922.924603 = -428554.191223
  nChanged 17
		SP:Iteration 15Q (1912.830000 sec): 3 clusters
  Score: Raw -432490.732308 + Penalty 3922.924603 = -428567.807706
  nChanged 21
		SP:Iteration 16Q (1912.960000 sec): 3 clusters
  Score: Raw -432520.657932 + Penalty 3922.924603 = -428597.733329
  nChanged 24
		SP:Iteration 17Q (1913.080000 sec): 3 clusters
  Score: Raw -432554.868955 + Penalty 3922.924603 = -428631.944352
  nChanged 32
		SP:Iteration 18Q (1913.210000 sec): 3 clusters
  Score: Raw -432592.412110 + Penalty 3922.924603 = -428669.487508
  nChanged 31
		SP:Iteration 19Q (1913.340000 sec): 3 clusters
  Score: Raw -432666.578737 + Penalty 3922.924603 = -428743.654134
  nChanged 45
		SP:Iteration 20F (1913.480000 sec): 3 clusters
  Score: Raw -432791.606550 + Penalty 3922.924603 = -428868.681947
  nChanged 62
		SP:Iteration 21Q (1913.630000 sec): 3 clusters
  Score: Raw -432960.117466 + Penalty 3922.924603 = -429037.192863
  nChanged 96
		SP:Iteration 22Q (1913.770000 sec): 3 clusters
  Score: Raw -433230.934604 + Penalty 3922.924603 = -429308.010001
  nChanged 86
		SP:Iteration 23Q (1913.930000 sec): 3 clusters
  Score: Raw -433466.393206 + Penalty 3922.924603 = -429543.468604
  nChanged 54
		SP:Iteration 24Q (1914.090000 sec): 3 clusters
  Score: Raw -433562.988033 + Penalty 3922.924603 = -429640.063430
  nChanged 41
		SP:Iteration 25Q (1914.250000 sec): 3 clusters
  Score: Raw -433607.476255 + Penalty 3922.924603 = -429684.551652
  nChanged 15
		SP:Iteration 26Q (1914.410000 sec): 3 clusters
  Score: Raw -433618.138151 + Penalty 3922.924603 = -429695.213548
  nChanged 8
		SP:Iteration 27Q (1914.570000 sec): 3 clusters
  Score: Raw -433627.056840 + Penalty 3922.924603 = -429704.132238
  nChanged 7
		SP:Iteration 28Q (1914.730000 sec): 3 clusters
  Score: Raw -433631.786111 + Penalty 3922.924603 = -429708.861508
  nChanged 2
		SP:Iteration 29Q (1914.890000 sec): 3 clusters
  Score: Raw -433632.786039 + Penalty 3922.924603 = -429709.861436
  nChanged 2
		SP:Iteration 30Q (1915.050000 sec): 3 clusters
  Score: Raw -433633.530935 + Penalty 3922.924603 = -429710.606332
  nChanged 0
		SP:Iteration 31F (1915.210000 sec): 3 clusters
  Score: Raw -433633.530935 + Penalty 3922.924603 = -429710.606332
  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 3.86 GB.

 Trying to split cluster 27 (103985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1915.900000 sec): 2 clusters
  Score: Raw -19897395.128987 + Penalty 2864.896480 = -19894530.232507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1916.780000 sec): 3 clusters
  Score: Raw -19830845.425003 + Penalty 5729.792961 = -19825115.632043
  nChanged 49166
		SP:Iteration 1F (1917.750000 sec): 3 clusters
  Score: Raw -19859132.919135 + Penalty 5729.792961 = -19853403.126174
  nChanged 3548
		SP:Iteration 2Q (1918.770000 sec): 3 clusters
  Score: Raw -19860084.010816 + Penalty 5729.792961 = -19854354.217855
  nChanged 3712
		SP:Iteration 3Q (1919.700000 sec): 3 clusters
  Score: Raw -19861242.571490 + Penalty 5729.792961 = -19855512.778529
  nChanged 3870
		SP:Iteration 4Q (1920.730000 sec): 3 clusters
  Score: Raw -19862657.112305 + Penalty 5729.792961 = -19856927.319344
  nChanged 4239
		SP:Iteration 5Q (1921.670000 sec): 3 clusters
  Score: Raw -19864613.711627 + Penalty 5729.792961 = -19858883.918666
  nChanged 5112
		SP:Iteration 6Q (1922.680000 sec): 3 clusters
  Score: Raw -19867366.640683 + Penalty 5729.792961 = -19861636.847723
  nChanged 6017
		SP:Iteration 7F (1923.580000 sec): 3 clusters
  Score: Raw -19870919.121956 + Penalty 5729.792961 = -19865189.328996
  nChanged 6673
		SP:Iteration 8F (1924.530000 sec): 3 clusters
  Score: Raw -19874979.719263 + Penalty 5729.792961 = -19869249.926302
  nChanged 6690
		SP:Iteration 9F (1925.420000 sec): 3 clusters
  Score: Raw -19878692.893915 + Penalty 5729.792961 = -19872963.100954
  nChanged 5821
		SP:Iteration 10F (1926.260000 sec): 3 clusters
  Score: Raw -19881422.893383 + Penalty 5729.792961 = -19875693.100422
  nChanged 4541
		SP:Iteration 11Q (1927.200000 sec): 3 clusters
  Score: Raw -19883272.175834 + Penalty 5729.792961 = -19877542.382873
  nChanged 3511
		SP:Iteration 12Q (1928.100000 sec): 3 clusters
  Score: Raw -19884581.745148 + Penalty 5729.792961 = -19878851.952187
  nChanged 2837
		SP:Iteration 13Q (1929.050000 sec): 3 clusters
  Score: Raw -19885506.277615 + Penalty 5729.792961 = -19879776.484654
  nChanged 2357
		SP:Iteration 14Q (1930.000000 sec): 3 clusters
  Score: Raw -19886190.882719 + Penalty 5729.792961 = -19880461.089758
  nChanged 2125
		SP:Iteration 15Q (1930.980000 sec): 3 clusters
  Score: Raw -19886791.456376 + Penalty 5729.792961 = -19881061.663415
  nChanged 2236
		SP:Iteration 16Q (1931.800000 sec): 3 clusters
  Score: Raw -19887417.264577 + Penalty 5729.792961 = -19881687.471616
  nChanged 2325
		SP:Iteration 17Q (1932.870000 sec): 3 clusters
  Score: Raw -19888052.823425 + Penalty 5729.792961 = -19882323.030464
  nChanged 2371
		SP:Iteration 18Q (1933.880000 sec): 3 clusters
  Score: Raw -19888709.617997 + Penalty 5729.792961 = -19882979.825037
  nChanged 2469
		SP:Iteration 19Q (1934.900000 sec): 3 clusters
  Score: Raw -19889426.572827 + Penalty 5729.792961 = -19883696.779866
  nChanged 2605
		SP:Iteration 20F (1935.890000 sec): 3 clusters
  Score: Raw -19890225.816202 + Penalty 5729.792961 = -19884496.023242
  nChanged 2705
		SP:Iteration 21Q (1936.760000 sec): 3 clusters
  Score: Raw -19891117.686639 + Penalty 5729.792961 = -19885387.893679
  nChanged 2726
		SP:Iteration 22Q (1937.650000 sec): 3 clusters
  Score: Raw -19892069.173546 + Penalty 5729.792961 = -19886339.380585
  nChanged 2646
		SP:Iteration 23Q (1938.590000 sec): 3 clusters
  Score: Raw -19893012.918508 + Penalty 5729.792961 = -19887283.125547
  nChanged 2531
		SP:Iteration 24Q (1939.460000 sec): 3 clusters
  Score: Raw -19893931.169203 + Penalty 5729.792961 = -19888201.376242
  nChanged 2340
		SP:Iteration 25Q (1940.400000 sec): 3 clusters
  Score: Raw -19894767.121490 + Penalty 5729.792961 = -19889037.328530
  nChanged 2059
		SP:Iteration 26Q (1941.280000 sec): 3 clusters
  Score: Raw -19895504.237338 + Penalty 5729.792961 = -19889774.444378
  nChanged 1847
		SP:Iteration 27Q (1942.140000 sec): 3 clusters
  Score: Raw -19896145.927297 + Penalty 5729.792961 = -19890416.134336
  nChanged 1547
		SP:Iteration 28Q (1943.050000 sec): 3 clusters
  Score: Raw -19896654.806075 + Penalty 5729.792961 = -19890925.013114
  nChanged 1285
		SP:Iteration 29Q (1943.920000 sec): 3 clusters
  Score: Raw -19897061.606692 + Penalty 5729.792961 = -19891331.813731
  nChanged 1026
		SP:Iteration 30Q (1944.820000 sec): 3 clusters
  Score: Raw -19897360.429847 + Penalty 5729.792961 = -19891630.636886
  nChanged 798
		SP:Iteration 31Q (1945.660000 sec): 3 clusters
  Score: Raw -19897578.584435 + Penalty 5729.792961 = -19891848.791474
  nChanged 668
		SP:Iteration 32Q (1946.460000 sec): 3 clusters
  Score: Raw -19897757.840373 + Penalty 5729.792961 = -19892028.047412
  nChanged 597
		SP:Iteration 33Q (1947.280000 sec): 3 clusters
  Score: Raw -19897916.986068 + Penalty 5729.792961 = -19892187.193107
  nChanged 504
		SP:Iteration 34Q (1948.030000 sec): 3 clusters
  Score: Raw -19898042.396332 + Penalty 5729.792961 = -19892312.603371
  nChanged 415
		SP:Iteration 35Q (1948.920000 sec): 3 clusters
  Score: Raw -19898146.770481 + Penalty 5729.792961 = -19892416.977520
  nChanged 354
		SP:Iteration 36Q (1949.750000 sec): 3 clusters
  Score: Raw -19898230.693575 + Penalty 5729.792961 = -19892500.900614
  nChanged 314
		SP:Iteration 37Q (1950.580000 sec): 3 clusters
  Score: Raw -19898303.861835 + Penalty 5729.792961 = -19892574.068874
  nChanged 258
		SP:Iteration 38Q (1951.450000 sec): 3 clusters
  Score: Raw -19898356.989541 + Penalty 5729.792961 = -19892627.196580
  nChanged 196
		SP:Iteration 39Q (1952.440000 sec): 3 clusters
  Score: Raw -19898390.430146 + Penalty 5729.792961 = -19892660.637186
  nChanged 145
		SP:Iteration 40F (1953.460000 sec): 3 clusters
  Score: Raw -19898415.041295 + Penalty 5729.792961 = -19892685.248334
  nChanged 122
		SP:Iteration 41Q (1954.390000 sec): 3 clusters
  Score: Raw -19898437.210518 + Penalty 5729.792961 = -19892707.417557
  nChanged 117
		SP:Iteration 42Q (1955.280000 sec): 3 clusters
  Score: Raw -19898457.615976 + Penalty 5729.792961 = -19892727.823015
  nChanged 112
		SP:Iteration 43Q (1956.280000 sec): 3 clusters
  Score: Raw -19898476.665484 + Penalty 5729.792961 = -19892746.872523
  nChanged 101
		SP:Iteration 44Q (1957.130000 sec): 3 clusters
  Score: Raw -19898493.311827 + Penalty 5729.792961 = -19892763.518866
  nChanged 86
		SP:Iteration 45Q (1957.930000 sec): 3 clusters
  Score: Raw -19898508.043594 + Penalty 5729.792961 = -19892778.250633
  nChanged 81
		SP:Iteration 46Q (1958.760000 sec): 3 clusters
  Score: Raw -19898520.439435 + Penalty 5729.792961 = -19892790.646474
  nChanged 62
		SP:Iteration 47Q (1959.620000 sec): 3 clusters
  Score: Raw -19898529.573371 + Penalty 5729.792961 = -19892799.780411
  nChanged 50
		SP:Iteration 48Q (1960.450000 sec): 3 clusters
  Score: Raw -19898536.635176 + Penalty 5729.792961 = -19892806.842215
  nChanged 48
		SP:Iteration 49Q (1961.250000 sec): 3 clusters
  Score: Raw -19898543.142527 + Penalty 5729.792961 = -19892813.349566
  nChanged 45
		SP:Iteration 50Q (1962.130000 sec): 3 clusters
  Score: Raw -19898549.919304 + Penalty 5729.792961 = -19892820.126343
  nChanged 35
		SP:Iteration 51Q (1963.000000 sec): 3 clusters
  Score: Raw -19898555.262632 + Penalty 5729.792961 = -19892825.469671
  nChanged 42
		SP:Iteration 52Q (1963.920000 sec): 3 clusters
  Score: Raw -19898560.087391 + Penalty 5729.792961 = -19892830.294431
  nChanged 28
		SP:Iteration 53Q (1964.780000 sec): 3 clusters
  Score: Raw -19898563.761456 + Penalty 5729.792961 = -19892833.968495
  nChanged 33
		SP:Iteration 54Q (1965.610000 sec): 3 clusters
  Score: Raw -19898568.751599 + Penalty 5729.792961 = -19892838.958639
  nChanged 33
		SP:Iteration 55Q (1966.500000 sec): 3 clusters
  Score: Raw -19898573.730035 + Penalty 5729.792961 = -19892843.937075
  nChanged 36
		SP:Iteration 56Q (1967.380000 sec): 3 clusters
  Score: Raw -19898578.986161 + Penalty 5729.792961 = -19892849.193200
  nChanged 39
		SP:Iteration 57Q (1968.190000 sec): 3 clusters
  Score: Raw -19898584.971199 + Penalty 5729.792961 = -19892855.178238
  nChanged 40
		SP:Iteration 58Q (1969.050000 sec): 3 clusters
  Score: Raw -19898591.412087 + Penalty 5729.792961 = -19892861.619127
  nChanged 38
		SP:Iteration 59Q (1969.930000 sec): 3 clusters
  Score: Raw -19898597.368500 + Penalty 5729.792961 = -19892867.575539
  nChanged 41
		SP:Iteration 60F (1970.820000 sec): 3 clusters
  Score: Raw -19898604.551594 + Penalty 5729.792961 = -19892874.758633
  nChanged 36
		SP:Iteration 61Q (1971.680000 sec): 3 clusters
  Score: Raw -19898610.364311 + Penalty 5729.792961 = -19892880.571350
  nChanged 34
		SP:Iteration 62Q (1972.580000 sec): 3 clusters
  Score: Raw -19898615.413674 + Penalty 5729.792961 = -19892885.620713
  nChanged 27
		SP:Iteration 63Q (1973.570000 sec): 3 clusters
  Score: Raw -19898619.193002 + Penalty 5729.792961 = -19892889.400041
  nChanged 20
		SP:Iteration 64Q (1974.500000 sec): 3 clusters
  Score: Raw -19898621.744615 + Penalty 5729.792961 = -19892891.951654
  nChanged 28
		SP:Iteration 65Q (1975.530000 sec): 3 clusters
  Score: Raw -19898625.900456 + Penalty 5729.792961 = -19892896.107495
  nChanged 26
		SP:Iteration 66Q (1976.310000 sec): 3 clusters
  Score: Raw -19898630.129875 + Penalty 5729.792961 = -19892900.336914
  nChanged 33
		SP:Iteration 67Q (1977.140000 sec): 3 clusters
  Score: Raw -19898635.372974 + Penalty 5729.792961 = -19892905.580013
  nChanged 29
		SP:Iteration 68Q (1978.010000 sec): 3 clusters
  Score: Raw -19898639.101133 + Penalty 5729.792961 = -19892909.308172
  nChanged 22
		SP:Iteration 69Q (1978.850000 sec): 3 clusters
  Score: Raw -19898642.549573 + Penalty 5729.792961 = -19892912.756612
  nChanged 24
		SP:Iteration 70Q (1979.700000 sec): 3 clusters
  Score: Raw -19898646.408630 + Penalty 5729.792961 = -19892916.615669
  nChanged 27
		SP:Iteration 71Q (1980.490000 sec): 3 clusters
  Score: Raw -19898649.782363 + Penalty 5729.792961 = -19892919.989402
  nChanged 19
		SP:Iteration 72Q (1981.310000 sec): 3 clusters
  Score: Raw -19898652.365385 + Penalty 5729.792961 = -19892922.572425
  nChanged 16
		SP:Iteration 73Q (1982.050000 sec): 3 clusters
  Score: Raw -19898654.150669 + Penalty 5729.792961 = -19892924.357708
  nChanged 8
		SP:Iteration 74Q (1982.940000 sec): 3 clusters
  Score: Raw -19898655.158370 + Penalty 5729.792961 = -19892925.365409
  nChanged 6
		SP:Iteration 75Q (1983.780000 sec): 3 clusters
  Score: Raw -19898655.842667 + Penalty 5729.792961 = -19892926.049707
  nChanged 5
		SP:Iteration 76Q (1984.660000 sec): 3 clusters
  Score: Raw -19898656.335918 + Penalty 5729.792961 = -19892926.542957
  nChanged 6
		SP:Iteration 77Q (1985.520000 sec): 3 clusters
  Score: Raw -19898657.034024 + Penalty 5729.792961 = -19892927.241063
  nChanged 6
		SP:Iteration 78Q (1986.400000 sec): 3 clusters
  Score: Raw -19898657.889175 + Penalty 5729.792961 = -19892928.096214
  nChanged 7
		SP:Iteration 79Q (1987.280000 sec): 3 clusters
  Score: Raw -19898658.686594 + Penalty 5729.792961 = -19892928.893633
  nChanged 7
		SP:Iteration 80F (1988.210000 sec): 3 clusters
  Score: Raw -19898659.370777 + Penalty 5729.792961 = -19892929.577816
  nChanged 4
		SP:Iteration 81Q (1989.040000 sec): 3 clusters
  Score: Raw -19898659.755520 + Penalty 5729.792961 = -19892929.962559
  nChanged 3
		SP:Iteration 82Q (1989.890000 sec): 3 clusters
  Score: Raw -19898660.039316 + Penalty 5729.792961 = -19892930.246355
  nChanged 2
		SP:Iteration 83Q (1990.770000 sec): 3 clusters
  Score: Raw -19898660.276212 + Penalty 5729.792961 = -19892930.483252
  nChanged 0
		SP:Iteration 84F (1991.720000 sec): 3 clusters
  Score: Raw -19898660.276212 + Penalty 5729.792961 = -19892930.483252
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (1114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1991.790000 sec): 2 clusters
  Score: Raw -177459.400068 + Penalty 1739.896680 = -175719.503388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1991.950000 sec): 3 clusters
  Score: Raw -177177.851556 + Penalty 3479.793361 = -173698.058196
  nChanged 295
		SP:Iteration 1F (1992.110000 sec): 3 clusters
  Score: Raw -177607.166512 + Penalty 3479.793361 = -174127.373152
  nChanged 103
		SP:Iteration 2F (1992.270000 sec): 3 clusters
  Score: Raw -177870.497807 + Penalty 3479.793361 = -174390.704447
  nChanged 81
		SP:Iteration 3F (1992.430000 sec): 3 clusters
  Score: Raw -178150.376235 + Penalty 3479.793361 = -174670.582875
  nChanged 75
		SP:Iteration 4F (1992.590000 sec): 3 clusters
  Score: Raw -178400.304709 + Penalty 3479.793361 = -174920.511348
  nChanged 59
		SP:Iteration 5F (1992.750000 sec): 3 clusters
  Score: Raw -178567.874187 + Penalty 3479.793361 = -175088.080826
  nChanged 41
		SP:Iteration 6Q (1992.910000 sec): 3 clusters
  Score: Raw -178690.111996 + Penalty 3479.793361 = -175210.318636
  nChanged 40
		SP:Iteration 7Q (1993.070000 sec): 3 clusters
  Score: Raw -178792.936747 + Penalty 3479.793361 = -175313.143386
  nChanged 31
		SP:Iteration 8Q (1993.230000 sec): 3 clusters
  Score: Raw -178865.991662 + Penalty 3479.793361 = -175386.198302
  nChanged 21
		SP:Iteration 9Q (1993.390000 sec): 3 clusters
  Score: Raw -178913.155991 + Penalty 3479.793361 = -175433.362631
  nChanged 16
		SP:Iteration 10Q (1993.550000 sec): 3 clusters
  Score: Raw -178955.323101 + Penalty 3479.793361 = -175475.529740
  nChanged 12
		SP:Iteration 11Q (1993.710000 sec): 3 clusters
  Score: Raw -178974.459014 + Penalty 3479.793361 = -175494.665653
  nChanged 6
		SP:Iteration 12Q (1993.870000 sec): 3 clusters
  Score: Raw -178985.507729 + Penalty 3479.793361 = -175505.714368
  nChanged 5
		SP:Iteration 13Q (1994.030000 sec): 3 clusters
  Score: Raw -178991.658712 + Penalty 3479.793361 = -175511.865351
  nChanged 5
		SP:Iteration 14Q (1994.190000 sec): 3 clusters
  Score: Raw -178998.674127 + Penalty 3479.793361 = -175518.880766
  nChanged 5
		SP:Iteration 15Q (1994.350000 sec): 3 clusters
  Score: Raw -179007.356597 + Penalty 3479.793361 = -175527.563236
  nChanged 5
		SP:Iteration 16Q (1994.510000 sec): 3 clusters
  Score: Raw -179014.975068 + Penalty 3479.793361 = -175535.181707
  nChanged 3
		SP:Iteration 17Q (1994.670000 sec): 3 clusters
  Score: Raw -179021.007163 + Penalty 3479.793361 = -175541.213803
  nChanged 2
		SP:Iteration 18Q (1994.870000 sec): 3 clusters
  Score: Raw -179024.110434 + Penalty 3479.793361 = -175544.317073
  nChanged 3
		SP:Iteration 19Q (1995.020000 sec): 3 clusters
  Score: Raw -179028.297079 + Penalty 3479.793361 = -175548.503718
  nChanged 3
		SP:Iteration 20F (1995.170000 sec): 3 clusters
  Score: Raw -179034.852642 + Penalty 3479.793361 = -175555.059281
  nChanged 5
		SP:Iteration 21Q (1995.320000 sec): 3 clusters
  Score: Raw -179043.791884 + Penalty 3479.793361 = -175563.998523
  nChanged 5
		SP:Iteration 22Q (1995.470000 sec): 3 clusters
  Score: Raw -179051.097716 + Penalty 3479.793361 = -175571.304356
  nChanged 3
		SP:Iteration 23Q (1995.620000 sec): 3 clusters
  Score: Raw -179055.641743 + Penalty 3479.793361 = -175575.848383
  nChanged 1
		SP:Iteration 24Q (1995.770000 sec): 3 clusters
  Score: Raw -179057.247123 + Penalty 3479.793361 = -175577.453763
  nChanged 1
		SP:Iteration 25Q (1995.920000 sec): 3 clusters
  Score: Raw -179058.994619 + Penalty 3479.793361 = -175579.201259
  nChanged 0
		SP:Iteration 26F (1996.040000 sec): 3 clusters
  Score: Raw -179058.994619 + Penalty 3479.793361 = -175579.201259
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (1046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1996.130000 sec): 2 clusters
  Score: Raw -169538.785646 + Penalty 1724.276704 = -167814.508942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1996.330000 sec): 3 clusters
  Score: Raw -169652.884167 + Penalty 3448.553408 = -166204.330759
  nChanged 344
		SP:Iteration 1F (1996.480000 sec): 3 clusters
  Score: Raw -170491.096404 + Penalty 3448.553408 = -167042.542997
  nChanged 161
		SP:Iteration 2F (1996.640000 sec): 3 clusters
  Score: Raw -170925.015388 + Penalty 3448.553408 = -167476.461980
  nChanged 82
		SP:Iteration 3F (1996.800000 sec): 3 clusters
  Score: Raw -171131.154984 + Penalty 3448.553408 = -167682.601576
  nChanged 32
		SP:Iteration 4Q (1996.960000 sec): 3 clusters
  Score: Raw -171208.438479 + Penalty 3448.553408 = -167759.885071
  nChanged 15
		SP:Iteration 5Q (1997.120000 sec): 3 clusters
  Score: Raw -171246.052285 + Penalty 3448.553408 = -167797.498878
  nChanged 10
		SP:Iteration 6Q (1997.280000 sec): 3 clusters
  Score: Raw -171259.556854 + Penalty 3448.553408 = -167811.003447
  nChanged 4
		SP:Iteration 7Q (1997.440000 sec): 3 clusters
  Score: Raw -171263.702355 + Penalty 3448.553408 = -167815.148947
  nChanged 3
		SP:Iteration 8Q (1997.600000 sec): 3 clusters
  Score: Raw -171274.485783 + Penalty 3448.553408 = -167825.932375
  nChanged 5
		SP:Iteration 9Q (1997.760000 sec): 3 clusters
  Score: Raw -171286.853577 + Penalty 3448.553408 = -167838.300169
  nChanged 4
		SP:Iteration 10Q (1997.920000 sec): 3 clusters
  Score: Raw -171301.921974 + Penalty 3448.553408 = -167853.368566
  nChanged 5
		SP:Iteration 11Q (1998.090000 sec): 3 clusters
  Score: Raw -171326.968896 + Penalty 3448.553408 = -167878.415488
  nChanged 5
		SP:Iteration 12Q (1998.300000 sec): 3 clusters
  Score: Raw -171359.189030 + Penalty 3448.553408 = -167910.635623
  nChanged 3
		SP:Iteration 13Q (1998.440000 sec): 3 clusters
  Score: Raw -171363.602137 + Penalty 3448.553408 = -167915.048729
  nChanged 0
		SP:Iteration 14F (1998.570000 sec): 3 clusters
  Score: Raw -171367.983886 + Penalty 3448.553408 = -167919.430479
  nChanged 1
		SP:Iteration 15Q (1998.710000 sec): 3 clusters
  Score: Raw -171375.075336 + Penalty 3448.553408 = -167926.521929
  nChanged 2
		SP:Iteration 16Q (1998.820000 sec): 3 clusters
  Score: Raw -171376.481618 + Penalty 3448.553408 = -167927.928210
  nChanged 5
		SP:Iteration 17Q (1998.920000 sec): 3 clusters
  Score: Raw -171381.993933 + Penalty 3448.553408 = -167933.440525
  nChanged 3
		SP:Iteration 18Q (1999.100000 sec): 3 clusters
  Score: Raw -171384.408880 + Penalty 3448.553408 = -167935.855472
  nChanged 2
		SP:Iteration 19Q (1999.260000 sec): 3 clusters
  Score: Raw -171386.139826 + Penalty 3448.553408 = -167937.586419
  nChanged 1
		SP:Iteration 20F (1999.490000 sec): 3 clusters
  Score: Raw -171386.718496 + Penalty 3448.553408 = -167938.165088
  nChanged 2
		SP:Iteration 21Q (1999.630000 sec): 3 clusters
  Score: Raw -171390.112587 + Penalty 3448.553408 = -167941.559179
  nChanged 4
		SP:Iteration 22Q (1999.840000 sec): 3 clusters
  Score: Raw -171395.232704 + Penalty 3448.553408 = -167946.679296
  nChanged 2
		SP:Iteration 23Q (2000.040000 sec): 3 clusters
  Score: Raw -171408.694221 + Penalty 3448.553408 = -167960.140813
  nChanged 5
		SP:Iteration 24Q (2000.170000 sec): 3 clusters
  Score: Raw -171421.573152 + Penalty 3448.553408 = -167973.019745
  nChanged 3
		SP:Iteration 25Q (2000.360000 sec): 3 clusters
  Score: Raw -171426.258914 + Penalty 3448.553408 = -167977.705506
  nChanged 0
		SP:Iteration 26F (2000.480000 sec): 3 clusters
  Score: Raw -171426.258914 + Penalty 3448.553408 = -167977.705506
  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 3.86 GB.

 Trying to split cluster 30 (1225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2000.580000 sec): 2 clusters
  Score: Raw -182546.902664 + Penalty 1763.452638 = -180783.450025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2000.700000 sec): 3 clusters
  Score: Raw -182390.669822 + Penalty 3526.905277 = -178863.764545
  nChanged 391
		SP:Iteration 1F (2000.870000 sec): 3 clusters
  Score: Raw -183209.322796 + Penalty 3526.905277 = -179682.417519
  nChanged 178
		SP:Iteration 2F (2001.050000 sec): 3 clusters
  Score: Raw -183891.776333 + Penalty 3526.905277 = -180364.871056
  nChanged 137
		SP:Iteration 3F (2001.190000 sec): 3 clusters
  Score: Raw -184477.910956 + Penalty 3526.905277 = -180951.005679
  nChanged 82
		SP:Iteration 4F (2001.340000 sec): 3 clusters
  Score: Raw -185058.821652 + Penalty 3526.905277 = -181531.916375
  nChanged 47
		SP:Iteration 5Q (2001.420000 sec): 3 clusters
  Score: Raw -185220.584368 + Penalty 3526.905277 = -181693.679091
  nChanged 17
		SP:Iteration 6Q (2001.560000 sec): 3 clusters
  Score: Raw -185249.494075 + Penalty 3526.905277 = -181722.588798
  nChanged 12
		SP:Iteration 7Q (2001.710000 sec): 3 clusters
  Score: Raw -185264.754633 + Penalty 3526.905277 = -181737.849356
  nChanged 10
		SP:Iteration 8Q (2001.810000 sec): 3 clusters
  Score: Raw -185278.856585 + Penalty 3526.905277 = -181751.951308
  nChanged 4
		SP:Iteration 9Q (2001.960000 sec): 3 clusters
  Score: Raw -185288.784250 + Penalty 3526.905277 = -181761.878973
  nChanged 6
		SP:Iteration 10Q (2002.050000 sec): 3 clusters
  Score: Raw -185303.906409 + Penalty 3526.905277 = -181777.001132
  nChanged 5
		SP:Iteration 11Q (2002.190000 sec): 3 clusters
  Score: Raw -185315.379419 + Penalty 3526.905277 = -181788.474142
  nChanged 5
		SP:Iteration 12Q (2002.340000 sec): 3 clusters
  Score: Raw -185323.453507 + Penalty 3526.905277 = -181796.548230
  nChanged 2
		SP:Iteration 13Q (2002.480000 sec): 3 clusters
  Score: Raw -185324.291011 + Penalty 3526.905277 = -181797.385734
  nChanged 1
		SP:Iteration 14Q (2002.610000 sec): 3 clusters
  Score: Raw -185325.094470 + Penalty 3526.905277 = -181798.189193
  nChanged 0
		SP:Iteration 15F (2002.800000 sec): 3 clusters
  Score: Raw -185325.094470 + Penalty 3526.905277 = -181798.189193
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Deleting Class 32 (244 points): Lose 2390.807478 but Gain 3262.464713
Iteration 59Q (2043.640000 sec): 45 clusters
  Score: Raw -91312963.723278 + Penalty 143548.447385 = -91169415.275892
  nChanged 6131
Deleting Class 13 (412 points): Lose 3111.632074 but Gain 3262.464713
Iteration 60F (2102.000000 sec): 44 clusters
  Score: Raw -91319377.593018 + Penalty 140285.982672 = -91179091.610346
  nChanged 5673
Iteration 61Q (2139.130000 sec): 44 clusters
  Score: Raw -91324860.479347 + Penalty 140285.982672 = -91184574.496675
  nChanged 3074
Iteration 62Q (2177.220000 sec): 44 clusters
  Score: Raw -91326668.864781 + Penalty 140285.982672 = -91186382.882109
  nChanged 2294
Iteration 63Q (2216.050000 sec): 44 clusters
  Score: Raw -91327608.116427 + Penalty 140285.982672 = -91187322.133755
  nChanged 1841
Iteration 64Q (2255.360000 sec): 44 clusters
  Score: Raw -91328260.760861 + Penalty 140285.982672 = -91187974.778190
  nChanged 1565
Iteration 65Q (2295.160000 sec): 44 clusters
  Score: Raw -91328809.146421 + Penalty 140285.982672 = -91188523.163749
  nChanged 1372
Iteration 66Q (2335.080000 sec): 44 clusters
  Score: Raw -91329193.537643 + Penalty 140285.982672 = -91188907.554971
  nChanged 1241
Iteration 67Q (2374.810000 sec): 44 clusters
  Score: Raw -91329535.505633 + Penalty 140285.982672 = -91189249.522961
  nChanged 1124
Iteration 68Q (2413.870000 sec): 44 clusters
  Score: Raw -91329870.947881 + Penalty 140285.982672 = -91189584.965209
  nChanged 967
Iteration 69Q (2455.330000 sec): 44 clusters
  Score: Raw -91330122.815752 + Penalty 140285.982672 = -91189836.833080
  nChanged 840
Iteration 70Q (2493.530000 sec): 44 clusters
  Score: Raw -91330377.187014 + Penalty 140285.982672 = -91190091.204342
  nChanged 747
Iteration 71Q (2534.310000 sec): 44 clusters
  Score: Raw -91330620.902623 + Penalty 140285.982672 = -91190334.919952
  nChanged 618
Iteration 72Q (2570.330000 sec): 44 clusters
  Score: Raw -91330843.964280 + Penalty 140285.982672 = -91190557.981608
  nChanged 562
Iteration 73Q (2604.300000 sec): 44 clusters
  Score: Raw -91331240.817078 + Penalty 140285.982672 = -91190954.834406
  nChanged 546
Iteration 74Q (2642.980000 sec): 44 clusters
  Score: Raw -91331639.865969 + Penalty 140285.982672 = -91191353.883297
  nChanged 502
Iteration 75Q (2680.270000 sec): 44 clusters
  Score: Raw -91332023.229801 + Penalty 140285.982672 = -91191737.247129
  nChanged 428
Iteration 76Q (2718.880000 sec): 44 clusters
  Score: Raw -91332244.668948 + Penalty 140285.982672 = -91191958.686276
  nChanged 357
Iteration 77Q (2756.500000 sec): 44 clusters
  Score: Raw -91332424.716325 + Penalty 140285.982672 = -91192138.733653
  nChanged 282
Iteration 78Q (2795.330000 sec): 44 clusters
  Score: Raw -91332539.598383 + Penalty 140285.982672 = -91192253.615711
  nChanged 260
Iteration 79Q (2831.110000 sec): 44 clusters
  Score: Raw -91332644.374279 + Penalty 140285.982672 = -91192358.391607
  nChanged 210
Iteration 80F (2888.590000 sec): 44 clusters
  Score: Raw -91334015.523295 + Penalty 140285.982672 = -91193729.540623
  nChanged 888
Iteration 81Q (2927.860000 sec): 44 clusters
  Score: Raw -91335885.576722 + Penalty 140285.982672 = -91195599.594050
  nChanged 1236
Iteration 82Q (2968.790000 sec): 44 clusters
  Score: Raw -91337383.186576 + Penalty 140285.982672 = -91197097.203904
  nChanged 1257
Iteration 83Q (3008.920000 sec): 44 clusters
  Score: Raw -91338346.089252 + Penalty 140285.982672 = -91198060.106580
  nChanged 1154
Iteration 84Q (3049.490000 sec): 44 clusters
  Score: Raw -91338911.829991 + Penalty 140285.982672 = -91198625.847319
  nChanged 999
Iteration 85Q (3091.570000 sec): 44 clusters
  Score: Raw -91339269.525653 + Penalty 140285.982672 = -91198983.542981
  nChanged 758
Iteration 86Q (3134.460000 sec): 44 clusters
  Score: Raw -91339624.850684 + Penalty 140285.982672 = -91199338.868012
  nChanged 557
Iteration 87Q (3175.260000 sec): 44 clusters
  Score: Raw -91339946.122606 + Penalty 140285.982672 = -91199660.139934
  nChanged 413
Iteration 88Q (3214.830000 sec): 44 clusters
  Score: Raw -91340123.690598 + Penalty 140285.982672 = -91199837.707926
  nChanged 322
Iteration 89Q (3254.760000 sec): 44 clusters
  Score: Raw -91340260.296631 + Penalty 140285.982672 = -91199974.313959
  nChanged 264
Iteration 90Q (3294.600000 sec): 44 clusters
  Score: Raw -91340345.102868 + Penalty 140285.982672 = -91200059.120196
  nChanged 234
Iteration 91Q (3331.830000 sec): 44 clusters
  Score: Raw -91340410.416146 + Penalty 140285.982672 = -91200124.433474
  nChanged 186
Iteration 92Q (3375.100000 sec): 44 clusters
  Score: Raw -91340464.294987 + Penalty 140285.982672 = -91200178.312316
  nChanged 171
Iteration 93Q (3420.580000 sec): 44 clusters
  Score: Raw -91340524.901269 + Penalty 140285.982672 = -91200238.918597
  nChanged 149
Iteration 94Q (3464.310000 sec): 44 clusters
  Score: Raw -91340579.994844 + Penalty 140285.982672 = -91200294.012172
  nChanged 122
Iteration 95Q (3501.830000 sec): 44 clusters
  Score: Raw -91340603.576354 + Penalty 140285.982672 = -91200317.593682
  nChanged 104
Iteration 96Q (3542.740000 sec): 44 clusters
  Score: Raw -91340619.702980 + Penalty 140285.982672 = -91200333.720308
  nChanged 96
Iteration 97Q (3588.350000 sec): 44 clusters
  Score: Raw -91340644.096239 + Penalty 140285.982672 = -91200358.113567
  nChanged 77
Iteration 98Q (3634.420000 sec): 44 clusters
  Score: Raw -91340666.357913 + Penalty 140285.982672 = -91200380.375241
  nChanged 70
Writing temp clu file 
Because OldScore, -91200358.113567, is greater than current (better) Score,-91200380.375241 
 Compute initial score before splitting:   Score: Raw -91340666.357913 + Penalty 140285.982672 = -91200380.375241
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3634.570000 sec): 2 clusters
  Score: Raw -50628.609038 + Penalty 1484.016198 = -49144.592841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3634.740000 sec): 3 clusters
  Score: Raw -50758.169602 + Penalty 2968.032395 = -47790.137207
  nChanged 60
		SP:Iteration 1F (3634.910000 sec): 3 clusters
  Score: Raw -50954.871222 + Penalty 2968.032395 = -47986.838827
  nChanged 31
		SP:Iteration 2F (3635.080000 sec): 3 clusters
  Score: Raw -51081.879794 + Penalty 2968.032395 = -48113.847399
  nChanged 18
		SP:Iteration 3Q (3635.240000 sec): 3 clusters
  Score: Raw -51140.956950 + Penalty 2968.032395 = -48172.924555
  nChanged 5
		SP:Iteration 4Q (3635.390000 sec): 3 clusters
  Score: Raw -51158.984189 + Penalty 2968.032395 = -48190.951794
  nChanged 12
		SP:Iteration 5Q (3635.550000 sec): 3 clusters
  Score: Raw -51207.338931 + Penalty 2968.032395 = -48239.306536
  nChanged 9
		SP:Iteration 6Q (3635.690000 sec): 3 clusters
  Score: Raw -51233.328047 + Penalty 2968.032395 = -48265.295651
  nChanged 10
		SP:Iteration 7Q (3635.820000 sec): 3 clusters
  Score: Raw -51266.935738 + Penalty 2968.032395 = -48298.903343
  nChanged 8
		SP:Iteration 8Q (3635.990000 sec): 3 clusters
  Score: Raw -51311.526583 + Penalty 2968.032395 = -48343.494188
  nChanged 6
		SP:Iteration 9Q (3636.130000 sec): 3 clusters
  Score: Raw -51341.305081 + Penalty 2968.032395 = -48373.272686
  nChanged 10
		SP:Iteration 10Q (3636.250000 sec): 3 clusters
  Score: Raw -51387.228781 + Penalty 2968.032395 = -48419.196386
  nChanged 4
		SP:Iteration 11Q (3636.410000 sec): 3 clusters
  Score: Raw -51428.466124 + Penalty 2968.032395 = -48460.433729
  nChanged 5
		SP:Iteration 12Q (3636.610000 sec): 3 clusters
  Score: Raw -51470.848108 + Penalty 2968.032395 = -48502.815712
  nChanged 3
		SP:Iteration 13Q (3636.750000 sec): 3 clusters
  Score: Raw -51482.039143 + Penalty 2968.032395 = -48514.006748
  nChanged 0
		SP:Iteration 14F (3636.930000 sec): 3 clusters
  Score: Raw -51488.516099 + Penalty 2968.032395 = -48520.483704
  nChanged 1
		SP:Iteration 15Q (3637.060000 sec): 3 clusters
  Score: Raw -51512.690687 + Penalty 2968.032395 = -48544.658292
  nChanged 3
		SP:Iteration 16Q (3637.180000 sec): 3 clusters
  Score: Raw -51535.594169 + Penalty 2968.032395 = -48567.561774
  nChanged 0
		SP:Iteration 17F (3637.320000 sec): 3 clusters
  Score: Raw -51535.594169 + Penalty 2968.032395 = -48567.561774
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3637.460000 sec): 2 clusters
  Score: Raw -100277.672303 + Penalty 1600.499000 = -98677.173303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3637.620000 sec): 3 clusters
  Score: Raw -100355.926114 + Penalty 3200.997999 = -97154.928115
  nChanged 153
		SP:Iteration 1F (3637.760000 sec): 3 clusters
  Score: Raw -100725.140080 + Penalty 3200.997999 = -97524.142080
  nChanged 48
		SP:Iteration 2F (3637.920000 sec): 3 clusters
  Score: Raw -100914.856089 + Penalty 3200.997999 = -97713.858090
  nChanged 32
		SP:Iteration 3F (3638.040000 sec): 3 clusters
  Score: Raw -101110.992891 + Penalty 3200.997999 = -97909.994892
  nChanged 19
		SP:Iteration 4Q (3638.180000 sec): 3 clusters
  Score: Raw -101201.431774 + Penalty 3200.997999 = -98000.433774
  nChanged 15
		SP:Iteration 5Q (3638.320000 sec): 3 clusters
  Score: Raw -101287.769565 + Penalty 3200.997999 = -98086.771566
  nChanged 9
		SP:Iteration 6Q (3638.460000 sec): 3 clusters
  Score: Raw -101321.421013 + Penalty 3200.997999 = -98120.423013
  nChanged 7
		SP:Iteration 7Q (3638.560000 sec): 3 clusters
  Score: Raw -101358.412455 + Penalty 3200.997999 = -98157.414455
  nChanged 9
		SP:Iteration 8Q (3638.690000 sec): 3 clusters
  Score: Raw -101387.171532 + Penalty 3200.997999 = -98186.173532
  nChanged 9
		SP:Iteration 9Q (3638.860000 sec): 3 clusters
  Score: Raw -101415.111984 + Penalty 3200.997999 = -98214.113984
  nChanged 4
		SP:Iteration 10Q (3639.010000 sec): 3 clusters
  Score: Raw -101429.860667 + Penalty 3200.997999 = -98228.862667
  nChanged 2
		SP:Iteration 11Q (3639.170000 sec): 3 clusters
  Score: Raw -101437.615217 + Penalty 3200.997999 = -98236.617217
  nChanged 2
		SP:Iteration 12Q (3639.310000 sec): 3 clusters
  Score: Raw -101447.430227 + Penalty 3200.997999 = -98246.432227
  nChanged 1
		SP:Iteration 13Q (3639.480000 sec): 3 clusters
  Score: Raw -101448.171681 + Penalty 3200.997999 = -98247.173681
  nChanged 1
		SP:Iteration 14Q (3639.600000 sec): 3 clusters
  Score: Raw -101450.405025 + Penalty 3200.997999 = -98249.407025
  nChanged 0
		SP:Iteration 15F (3639.780000 sec): 3 clusters
  Score: Raw -101450.405025 + Penalty 3200.997999 = -98249.407025
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (8760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3639.930000 sec): 2 clusters
  Score: Raw -1611091.037647 + Penalty 2251.331894 = -1608839.705753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3640.120000 sec): 3 clusters
  Score: Raw -1606565.281678 + Penalty 4502.663787 = -1602062.617890
  nChanged 3577
		SP:Iteration 1F (3640.290000 sec): 3 clusters
  Score: Raw -1610427.281202 + Penalty 4502.663787 = -1605924.617415
  nChanged 1120
		SP:Iteration 2F (3640.460000 sec): 3 clusters
  Score: Raw -1612435.578727 + Penalty 4502.663787 = -1607932.914940
  nChanged 1229
		SP:Iteration 3F (3640.620000 sec): 3 clusters
  Score: Raw -1614063.583205 + Penalty 4502.663787 = -1609560.919417
  nChanged 858
		SP:Iteration 4F (3640.820000 sec): 3 clusters
  Score: Raw -1615246.717170 + Penalty 4502.663787 = -1610744.053383
  nChanged 498
		SP:Iteration 5F (3641.040000 sec): 3 clusters
  Score: Raw -1615989.210904 + Penalty 4502.663787 = -1611486.547116
  nChanged 260
		SP:Iteration 6Q (3641.300000 sec): 3 clusters
  Score: Raw -1616426.021539 + Penalty 4502.663787 = -1611923.357751
  nChanged 166
		SP:Iteration 7Q (3641.500000 sec): 3 clusters
  Score: Raw -1616635.853785 + Penalty 4502.663787 = -1612133.189997
  nChanged 79
		SP:Iteration 8Q (3641.670000 sec): 3 clusters
  Score: Raw -1616709.971831 + Penalty 4502.663787 = -1612207.308044
  nChanged 41
		SP:Iteration 9Q (3641.900000 sec): 3 clusters
  Score: Raw -1616741.301161 + Penalty 4502.663787 = -1612238.637374
  nChanged 28
		SP:Iteration 10Q (3642.080000 sec): 3 clusters
  Score: Raw -1616753.235573 + Penalty 4502.663787 = -1612250.571786
  nChanged 12
		SP:Iteration 11Q (3642.310000 sec): 3 clusters
  Score: Raw -1616759.354618 + Penalty 4502.663787 = -1612256.690830
  nChanged 13
		SP:Iteration 12Q (3642.510000 sec): 3 clusters
  Score: Raw -1616766.025560 + Penalty 4502.663787 = -1612263.361773
  nChanged 7
		SP:Iteration 13Q (3642.720000 sec): 3 clusters
  Score: Raw -1616768.577096 + Penalty 4502.663787 = -1612265.913308
  nChanged 7
		SP:Iteration 14Q (3642.890000 sec): 3 clusters
  Score: Raw -1616770.534485 + Penalty 4502.663787 = -1612267.870697
  nChanged 2
		SP:Iteration 15Q (3643.060000 sec): 3 clusters
  Score: Raw -1616771.052909 + Penalty 4502.663787 = -1612268.389122
  nChanged 1
		SP:Iteration 16Q (3643.250000 sec): 3 clusters
  Score: Raw -1616771.158544 + Penalty 4502.663787 = -1612268.494757
  nChanged 0
		SP:Iteration 17F (3643.400000 sec): 3 clusters
  Score: Raw -1616771.158544 + Penalty 4502.663787 = -1612268.494757
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 13.
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3643.490000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3643.580000 sec): 3 clusters
  Score: Raw -27153.412679 + Penalty 2547.356025 = -24606.056654
  nChanged 10
		SP:Iteration 1F (3643.710000 sec): 3 clusters
  Score: Raw -27207.337403 + Penalty 2547.356025 = -24659.981379
  nChanged 2
		SP:Iteration 2Q (3643.860000 sec): 3 clusters
  Score: Raw -27215.202120 + Penalty 2547.356025 = -24667.846096
  nChanged 1
		SP:Iteration 3Q (3643.990000 sec): 3 clusters
  Score: Raw -27220.315106 + Penalty 2547.356025 = -24672.959081
  nChanged 2
		SP:Iteration 4Q (3644.110000 sec): 3 clusters
  Score: Raw -27241.666748 + Penalty 2547.356025 = -24694.310724
  nChanged 2
		SP:Iteration 5Q (3644.260000 sec): 3 clusters
  Score: Raw -27262.412868 + Penalty 2547.356025 = -24715.056843
  nChanged 1
		SP:Iteration 6Q (3644.460000 sec): 3 clusters
  Score: Raw -27268.331952 + Penalty 2547.356025 = -24720.975927
  nChanged 0
		SP:Iteration 7F (3644.600000 sec): 3 clusters
  Score: Raw -27268.331952 + Penalty 2547.356025 = -24720.975927
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3644.680000 sec): 2 clusters
  Score: Raw -985722.121335 + Penalty 2140.546505 = -983581.574830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3644.860000 sec): 3 clusters
  Score: Raw -982973.697806 + Penalty 4281.093010 = -978692.604796
  nChanged 2205
		SP:Iteration 1F (3645.100000 sec): 3 clusters
  Score: Raw -984146.202195 + Penalty 4281.093010 = -979865.109185
  nChanged 407
		SP:Iteration 2F (3645.300000 sec): 3 clusters
  Score: Raw -984372.236320 + Penalty 4281.093010 = -980091.143310
  nChanged 287
		SP:Iteration 3F (3645.470000 sec): 3 clusters
  Score: Raw -984530.354530 + Penalty 4281.093010 = -980249.261520
  nChanged 219
		SP:Iteration 4Q (3645.630000 sec): 3 clusters
  Score: Raw -984653.590007 + Penalty 4281.093010 = -980372.496997
  nChanged 193
		SP:Iteration 5Q (3645.770000 sec): 3 clusters
  Score: Raw -984775.288145 + Penalty 4281.093010 = -980494.195135
  nChanged 195
		SP:Iteration 6Q (3645.940000 sec): 3 clusters
  Score: Raw -984904.292398 + Penalty 4281.093010 = -980623.199388
  nChanged 189
		SP:Iteration 7Q (3646.090000 sec): 3 clusters
  Score: Raw -985038.921780 + Penalty 4281.093010 = -980757.828770
  nChanged 201
		SP:Iteration 8Q (3646.220000 sec): 3 clusters
  Score: Raw -985179.628461 + Penalty 4281.093010 = -980898.535451
  nChanged 195
		SP:Iteration 9Q (3646.420000 sec): 3 clusters
  Score: Raw -985319.568670 + Penalty 4281.093010 = -981038.475660
  nChanged 193
		SP:Iteration 10Q (3646.610000 sec): 3 clusters
  Score: Raw -985472.743060 + Penalty 4281.093010 = -981191.650050
  nChanged 197
		SP:Iteration 11Q (3646.800000 sec): 3 clusters
  Score: Raw -985642.711798 + Penalty 4281.093010 = -981361.618788
  nChanged 211
		SP:Iteration 12Q (3646.970000 sec): 3 clusters
  Score: Raw -985830.014814 + Penalty 4281.093010 = -981548.921804
  nChanged 229
		SP:Iteration 13Q (3647.140000 sec): 3 clusters
  Score: Raw -986025.098985 + Penalty 4281.093010 = -981744.005975
  nChanged 203
		SP:Iteration 14Q (3647.290000 sec): 3 clusters
  Score: Raw -986191.979979 + Penalty 4281.093010 = -981910.886969
  nChanged 169
		SP:Iteration 15Q (3647.480000 sec): 3 clusters
  Score: Raw -986307.728644 + Penalty 4281.093010 = -982026.635634
  nChanged 148
		SP:Iteration 16Q (3647.650000 sec): 3 clusters
  Score: Raw -986402.603053 + Penalty 4281.093010 = -982121.510043
  nChanged 130
		SP:Iteration 17Q (3647.830000 sec): 3 clusters
  Score: Raw -986481.695239 + Penalty 4281.093010 = -982200.602229
  nChanged 107
		SP:Iteration 18Q (3648.020000 sec): 3 clusters
  Score: Raw -986551.226400 + Penalty 4281.093010 = -982270.133390
  nChanged 103
		SP:Iteration 19Q (3648.200000 sec): 3 clusters
  Score: Raw -986616.964682 + Penalty 4281.093010 = -982335.871672
  nChanged 78
		SP:Iteration 20F (3648.400000 sec): 3 clusters
  Score: Raw -986666.050935 + Penalty 4281.093010 = -982384.957925
  nChanged 55
		SP:Iteration 21Q (3648.560000 sec): 3 clusters
  Score: Raw -986699.801762 + Penalty 4281.093010 = -982418.708751
  nChanged 56
		SP:Iteration 22Q (3648.710000 sec): 3 clusters
  Score: Raw -986724.086167 + Penalty 4281.093010 = -982442.993157
  nChanged 43
		SP:Iteration 23Q (3648.870000 sec): 3 clusters
  Score: Raw -986748.422204 + Penalty 4281.093010 = -982467.329194
  nChanged 53
		SP:Iteration 24Q (3649.030000 sec): 3 clusters
  Score: Raw -986790.353806 + Penalty 4281.093010 = -982509.260796
  nChanged 71
		SP:Iteration 25Q (3649.240000 sec): 3 clusters
  Score: Raw -986863.198948 + Penalty 4281.093010 = -982582.105938
  nChanged 84
		SP:Iteration 26Q (3649.420000 sec): 3 clusters
  Score: Raw -987000.681274 + Penalty 4281.093010 = -982719.588264
  nChanged 95
		SP:Iteration 27Q (3649.570000 sec): 3 clusters
  Score: Raw -987155.073318 + Penalty 4281.093010 = -982873.980308
  nChanged 67
		SP:Iteration 28Q (3649.750000 sec): 3 clusters
  Score: Raw -987237.649046 + Penalty 4281.093010 = -982956.556036
  nChanged 45
		SP:Iteration 29Q (3649.890000 sec): 3 clusters
  Score: Raw -987275.449077 + Penalty 4281.093010 = -982994.356067
  nChanged 31
		SP:Iteration 30Q (3650.070000 sec): 3 clusters
  Score: Raw -987297.010558 + Penalty 4281.093010 = -983015.917548
  nChanged 23
		SP:Iteration 31Q (3650.250000 sec): 3 clusters
  Score: Raw -987308.755844 + Penalty 4281.093010 = -983027.662834
  nChanged 17
		SP:Iteration 32Q (3650.420000 sec): 3 clusters
  Score: Raw -987316.369271 + Penalty 4281.093010 = -983035.276261
  nChanged 6
		SP:Iteration 33Q (3650.590000 sec): 3 clusters
  Score: Raw -987318.250991 + Penalty 4281.093010 = -983037.157981
  nChanged 4
		SP:Iteration 34Q (3650.770000 sec): 3 clusters
  Score: Raw -987319.634129 + Penalty 4281.093010 = -983038.541119
  nChanged 0
		SP:Iteration 35F (3650.950000 sec): 3 clusters
  Score: Raw -987319.634129 + Penalty 4281.093010 = -983038.541119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3651.020000 sec): 2 clusters
  Score: Raw -59181.298818 + Penalty 1495.013073 = -57686.285745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3651.150000 sec): 3 clusters
  Score: Raw -59449.253501 + Penalty 2990.026146 = -56459.227355
  nChanged 96
		SP:Iteration 1F (3651.280000 sec): 3 clusters
  Score: Raw -59811.497349 + Penalty 2990.026146 = -56821.471203
  nChanged 39
		SP:Iteration 2F (3651.420000 sec): 3 clusters
  Score: Raw -59938.457424 + Penalty 2990.026146 = -56948.431278
  nChanged 14
		SP:Iteration 3Q (3651.550000 sec): 3 clusters
  Score: Raw -59985.191175 + Penalty 2990.026146 = -56995.165029
  nChanged 9
		SP:Iteration 4Q (3651.690000 sec): 3 clusters
  Score: Raw -60026.203167 + Penalty 2990.026146 = -57036.177021
  nChanged 7
		SP:Iteration 5Q (3651.800000 sec): 3 clusters
  Score: Raw -60056.660736 + Penalty 2990.026146 = -57066.634590
  nChanged 5
		SP:Iteration 6Q (3651.910000 sec): 3 clusters
  Score: Raw -60078.929218 + Penalty 2990.026146 = -57088.903072
  nChanged 2
		SP:Iteration 7Q (3652.080000 sec): 3 clusters
  Score: Raw -60089.758435 + Penalty 2990.026146 = -57099.732289
  nChanged 0
		SP:Iteration 8F (3652.160000 sec): 3 clusters
  Score: Raw -60089.758435 + Penalty 2990.026146 = -57099.732289
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3652.290000 sec): 2 clusters
  Score: Raw -281138.006335 + Penalty 1817.777923 = -279320.228412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3652.410000 sec): 3 clusters
  Score: Raw -280630.542417 + Penalty 3635.555846 = -276994.986571
  nChanged 439
		SP:Iteration 1F (3652.600000 sec): 3 clusters
  Score: Raw -280994.745532 + Penalty 3635.555846 = -277359.189687
  nChanged 104
		SP:Iteration 2F (3652.750000 sec): 3 clusters
  Score: Raw -281102.934867 + Penalty 3635.555846 = -277467.379021
  nChanged 58
		SP:Iteration 3Q (3652.890000 sec): 3 clusters
  Score: Raw -281160.192704 + Penalty 3635.555846 = -277524.636859
  nChanged 45
		SP:Iteration 4Q (3653.010000 sec): 3 clusters
  Score: Raw -281196.309621 + Penalty 3635.555846 = -277560.753775
  nChanged 28
		SP:Iteration 5Q (3653.180000 sec): 3 clusters
  Score: Raw -281219.220810 + Penalty 3635.555846 = -277583.664964
  nChanged 18
		SP:Iteration 6Q (3653.290000 sec): 3 clusters
  Score: Raw -281235.517857 + Penalty 3635.555846 = -277599.962012
  nChanged 19
		SP:Iteration 7Q (3653.470000 sec): 3 clusters
  Score: Raw -281256.178351 + Penalty 3635.555846 = -277620.622505
  nChanged 13
		SP:Iteration 8Q (3653.640000 sec): 3 clusters
  Score: Raw -281265.115155 + Penalty 3635.555846 = -277629.559309
  nChanged 14
		SP:Iteration 9Q (3653.800000 sec): 3 clusters
  Score: Raw -281276.695979 + Penalty 3635.555846 = -277641.140134
  nChanged 6
		SP:Iteration 10Q (3653.930000 sec): 3 clusters
  Score: Raw -281281.824516 + Penalty 3635.555846 = -277646.268670
  nChanged 5
		SP:Iteration 11Q (3654.090000 sec): 3 clusters
  Score: Raw -281284.584879 + Penalty 3635.555846 = -277649.029033
  nChanged 4
		SP:Iteration 12Q (3654.210000 sec): 3 clusters
  Score: Raw -281289.451062 + Penalty 3635.555846 = -277653.895216
  nChanged 3
		SP:Iteration 13Q (3654.340000 sec): 3 clusters
  Score: Raw -281290.794375 + Penalty 3635.555846 = -277655.238529
  nChanged 1
		SP:Iteration 14Q (3654.520000 sec): 3 clusters
  Score: Raw -281291.200072 + Penalty 3635.555846 = -277655.644226
  nChanged 1
		SP:Iteration 15Q (3654.630000 sec): 3 clusters
  Score: Raw -281291.774426 + Penalty 3635.555846 = -277656.218580
  nChanged 2
		SP:Iteration 16Q (3654.780000 sec): 3 clusters
  Score: Raw -281293.328019 + Penalty 3635.555846 = -277657.772173
  nChanged 4
		SP:Iteration 17Q (3654.890000 sec): 3 clusters
  Score: Raw -281297.172654 + Penalty 3635.555846 = -277661.616809
  nChanged 5
		SP:Iteration 18Q (3655.080000 sec): 3 clusters
  Score: Raw -281300.229332 + Penalty 3635.555846 = -277664.673486
  nChanged 5
		SP:Iteration 19Q (3655.270000 sec): 3 clusters
  Score: Raw -281305.192853 + Penalty 3635.555846 = -277669.637007
  nChanged 2
		SP:Iteration 20F (3655.360000 sec): 3 clusters
  Score: Raw -281306.405281 + Penalty 3635.555846 = -277670.849435
  nChanged 4
		SP:Iteration 21Q (3655.480000 sec): 3 clusters
  Score: Raw -281310.345999 + Penalty 3635.555846 = -277674.790154
  nChanged 2
		SP:Iteration 22Q (3655.600000 sec): 3 clusters
  Score: Raw -281311.128244 + Penalty 3635.555846 = -277675.572398
  nChanged 3
		SP:Iteration 23Q (3655.750000 sec): 3 clusters
  Score: Raw -281312.551970 + Penalty 3635.555846 = -277676.996124
  nChanged 1
		SP:Iteration 24Q (3655.860000 sec): 3 clusters
  Score: Raw -281313.428478 + Penalty 3635.555846 = -277677.872632
  nChanged 1
		SP:Iteration 25Q (3656.040000 sec): 3 clusters
  Score: Raw -281313.864559 + Penalty 3635.555846 = -277678.308713
  nChanged 0
		SP:Iteration 26F (3656.130000 sec): 3 clusters
  Score: Raw -281313.864559 + Penalty 3635.555846 = -277678.308713
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3656.180000 sec): 2 clusters
  Score: Raw -60303.607815 + Penalty 1563.049506 = -58740.558309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3656.280000 sec): 3 clusters
  Score: Raw -60326.893226 + Penalty 3126.099012 = -57200.794214
  nChanged 123
		SP:Iteration 1F (3656.400000 sec): 3 clusters
  Score: Raw -60597.242115 + Penalty 3126.099012 = -57471.143103
  nChanged 54
		SP:Iteration 2F (3656.550000 sec): 3 clusters
  Score: Raw -60827.696363 + Penalty 3126.099012 = -57701.597351
  nChanged 43
		SP:Iteration 3F (3656.730000 sec): 3 clusters
  Score: Raw -61013.792864 + Penalty 3126.099012 = -57887.693852
  nChanged 34
		SP:Iteration 4F (3656.920000 sec): 3 clusters
  Score: Raw -61186.692480 + Penalty 3126.099012 = -58060.593468
  nChanged 26
		SP:Iteration 5Q (3657.090000 sec): 3 clusters
  Score: Raw -61320.467886 + Penalty 3126.099012 = -58194.368874
  nChanged 21
		SP:Iteration 6Q (3657.260000 sec): 3 clusters
  Score: Raw -61488.939901 + Penalty 3126.099012 = -58362.840890
  nChanged 18
		SP:Iteration 7Q (3657.420000 sec): 3 clusters
  Score: Raw -61740.331989 + Penalty 3126.099012 = -58614.232977
  nChanged 19
		SP:Iteration 8Q (3657.590000 sec): 3 clusters
  Score: Raw -61961.018680 + Penalty 3126.099012 = -58834.919668
  nChanged 21
		SP:Iteration 9Q (3657.660000 sec): 3 clusters
  Score: Raw -62590.543531 + Penalty 3126.099012 = -59464.444519
  nChanged 13
		SP:Iteration 10Q (3657.800000 sec): 3 clusters
  Score: Raw -62813.696098 + Penalty 3126.099012 = -59687.597086
  nChanged 8
		SP:Iteration 11Q (3657.910000 sec): 3 clusters
  Score: Raw -62890.173416 + Penalty 3126.099012 = -59764.074404
  nChanged 7
		SP:Iteration 12Q (3658.050000 sec): 3 clusters
  Score: Raw -62939.404200 + Penalty 3126.099012 = -59813.305188
  nChanged 5
		SP:Iteration 13Q (3658.140000 sec): 3 clusters
  Score: Raw -62962.388266 + Penalty 3126.099012 = -59836.289254
  nChanged 1
		SP:Iteration 14Q (3658.240000 sec): 3 clusters
  Score: Raw -62974.196736 + Penalty 3126.099012 = -59848.097724
  nChanged 2
		SP:Iteration 15Q (3658.330000 sec): 3 clusters
  Score: Raw -62997.799528 + Penalty 3126.099012 = -59871.700516
  nChanged 3
		SP:Iteration 16Q (3658.460000 sec): 3 clusters
  Score: Raw -63014.920362 + Penalty 3126.099012 = -59888.821350
  nChanged 3
		SP:Iteration 17Q (3658.570000 sec): 3 clusters
  Score: Raw -63030.715293 + Penalty 3126.099012 = -59904.616281
  nChanged 2
		SP:Iteration 18Q (3658.670000 sec): 3 clusters
  Score: Raw -63037.430470 + Penalty 3126.099012 = -59911.331459
  nChanged 1
		SP:Iteration 19Q (3658.760000 sec): 3 clusters
  Score: Raw -63039.640270 + Penalty 3126.099012 = -59913.541258
  nChanged 0
		SP:Iteration 20F (3658.860000 sec): 3 clusters
  Score: Raw -63052.727591 + Penalty 3126.099012 = -59926.628579
  nChanged 7
		SP:Iteration 21Q (3658.980000 sec): 3 clusters
  Score: Raw -63082.845542 + Penalty 3126.099012 = -59956.746530
  nChanged 1
		SP:Iteration 22Q (3659.100000 sec): 3 clusters
  Score: Raw -63085.335778 + Penalty 3126.099012 = -59959.236766
  nChanged 0
		SP:Iteration 23F (3659.190000 sec): 3 clusters
  Score: Raw -63085.335778 + Penalty 3126.099012 = -59959.236766
  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 3.86 GB.

 Trying to split cluster 9 (1178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3659.280000 sec): 2 clusters
  Score: Raw -220762.381741 + Penalty 1753.750194 = -219008.631547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3659.460000 sec): 3 clusters
  Score: Raw -220475.642856 + Penalty 3507.500389 = -216968.142468
  nChanged 320
		SP:Iteration 1F (3659.580000 sec): 3 clusters
  Score: Raw -220794.448988 + Penalty 3507.500389 = -217286.948599
  nChanged 94
		SP:Iteration 2F (3659.720000 sec): 3 clusters
  Score: Raw -220919.673311 + Penalty 3507.500389 = -217412.172922
  nChanged 40
		SP:Iteration 3Q (3659.930000 sec): 3 clusters
  Score: Raw -220979.196308 + Penalty 3507.500389 = -217471.695919
  nChanged 41
		SP:Iteration 4Q (3660.040000 sec): 3 clusters
  Score: Raw -221066.961847 + Penalty 3507.500389 = -217559.461458
  nChanged 36
		SP:Iteration 5Q (3660.190000 sec): 3 clusters
  Score: Raw -221141.863107 + Penalty 3507.500389 = -217634.362718
  nChanged 41
		SP:Iteration 6Q (3660.400000 sec): 3 clusters
  Score: Raw -221246.074609 + Penalty 3507.500389 = -217738.574221
  nChanged 47
		SP:Iteration 7Q (3660.560000 sec): 3 clusters
  Score: Raw -221326.471297 + Penalty 3507.500389 = -217818.970908
  nChanged 45
		SP:Iteration 8Q (3660.730000 sec): 3 clusters
  Score: Raw -221402.104502 + Penalty 3507.500389 = -217894.604114
  nChanged 38
		SP:Iteration 9Q (3660.900000 sec): 3 clusters
  Score: Raw -221483.467386 + Penalty 3507.500389 = -217975.966998
  nChanged 35
		SP:Iteration 10Q (3661.000000 sec): 3 clusters
  Score: Raw -221548.366129 + Penalty 3507.500389 = -218040.865740
  nChanged 25
		SP:Iteration 11Q (3661.100000 sec): 3 clusters
  Score: Raw -221586.350109 + Penalty 3507.500389 = -218078.849720
  nChanged 15
		SP:Iteration 12Q (3661.250000 sec): 3 clusters
  Score: Raw -221606.344247 + Penalty 3507.500389 = -218098.843859
  nChanged 7
		SP:Iteration 13Q (3661.380000 sec): 3 clusters
  Score: Raw -221615.943298 + Penalty 3507.500389 = -218108.442909
  nChanged 6
		SP:Iteration 14Q (3661.530000 sec): 3 clusters
  Score: Raw -221626.256427 + Penalty 3507.500389 = -218118.756038
  nChanged 2
		SP:Iteration 15Q (3661.630000 sec): 3 clusters
  Score: Raw -221631.672569 + Penalty 3507.500389 = -218124.172180
  nChanged 4
		SP:Iteration 16Q (3661.730000 sec): 3 clusters
  Score: Raw -221635.198816 + Penalty 3507.500389 = -218127.698427
  nChanged 1
		SP:Iteration 17Q (3661.870000 sec): 3 clusters
  Score: Raw -221636.235481 + Penalty 3507.500389 = -218128.735093
  nChanged 1
		SP:Iteration 18Q (3662.030000 sec): 3 clusters
  Score: Raw -221637.676990 + Penalty 3507.500389 = -218130.176601
  nChanged 4
		SP:Iteration 19Q (3662.150000 sec): 3 clusters
  Score: Raw -221641.638054 + Penalty 3507.500389 = -218134.137665
  nChanged 3
		SP:Iteration 20F (3662.340000 sec): 3 clusters
  Score: Raw -221646.438914 + Penalty 3507.500389 = -218138.938526
  nChanged 2
		SP:Iteration 21Q (3662.470000 sec): 3 clusters
  Score: Raw -221650.183992 + Penalty 3507.500389 = -218142.683604
  nChanged 2
		SP:Iteration 22Q (3662.630000 sec): 3 clusters
  Score: Raw -221654.385010 + Penalty 3507.500389 = -218146.884621
  nChanged 1
		SP:Iteration 23Q (3662.850000 sec): 3 clusters
  Score: Raw -221655.334510 + Penalty 3507.500389 = -218147.834121
  nChanged 0
		SP:Iteration 24F (3663.000000 sec): 3 clusters
  Score: Raw -221655.334510 + Penalty 3507.500389 = -218147.834121
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3663.100000 sec): 2 clusters
  Score: Raw -48272.897743 + Penalty 1445.578513 = -46827.319230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3663.250000 sec): 3 clusters
  Score: Raw -48492.264357 + Penalty 2891.157026 = -45601.107330
  nChanged 79
		SP:Iteration 1F (3663.400000 sec): 3 clusters
  Score: Raw -49081.897091 + Penalty 2891.157026 = -46190.740065
  nChanged 41
		SP:Iteration 2F (3663.530000 sec): 3 clusters
  Score: Raw -49529.282637 + Penalty 2891.157026 = -46638.125611
  nChanged 19
		SP:Iteration 3F (3663.690000 sec): 3 clusters
  Score: Raw -49727.844417 + Penalty 2891.157026 = -46836.687391
  nChanged 9
		SP:Iteration 4Q (3663.810000 sec): 3 clusters
  Score: Raw -49783.512866 + Penalty 2891.157026 = -46892.355839
  nChanged 1
		SP:Iteration 5Q (3663.950000 sec): 3 clusters
  Score: Raw -49789.066799 + Penalty 2891.157026 = -46897.909773
  nChanged 1
		SP:Iteration 6Q (3664.050000 sec): 3 clusters
  Score: Raw -49802.889833 + Penalty 2891.157026 = -46911.732806
  nChanged 1
		SP:Iteration 7Q (3664.190000 sec): 3 clusters
  Score: Raw -49833.875310 + Penalty 2891.157026 = -46942.718284
  nChanged 2
		SP:Iteration 8Q (3664.300000 sec): 3 clusters
  Score: Raw -49900.999216 + Penalty 2891.157026 = -47009.842190
  nChanged 1
		SP:Iteration 9Q (3664.400000 sec): 3 clusters
  Score: Raw -49906.376963 + Penalty 2891.157026 = -47015.219937
  nChanged 3
		SP:Iteration 10Q (3664.510000 sec): 3 clusters
  Score: Raw -49936.843646 + Penalty 2891.157026 = -47045.686619
  nChanged 1
		SP:Iteration 11Q (3664.700000 sec): 3 clusters
  Score: Raw -49945.720452 + Penalty 2891.157026 = -47054.563426
  nChanged 1
		SP:Iteration 12Q (3664.830000 sec): 3 clusters
  Score: Raw -49955.734706 + Penalty 2891.157026 = -47064.577680
  nChanged 0
		SP:Iteration 13F (3664.970000 sec): 3 clusters
  Score: Raw -49979.219328 + Penalty 2891.157026 = -47088.062301
  nChanged 2
		SP:Iteration 14Q (3665.060000 sec): 3 clusters
  Score: Raw -50070.577813 + Penalty 2891.157026 = -47179.420786
  nChanged 1
		SP:Iteration 15Q (3665.210000 sec): 3 clusters
  Score: Raw -50093.986568 + Penalty 2891.157026 = -47202.829542
  nChanged 2
		SP:Iteration 16Q (3665.290000 sec): 3 clusters
  Score: Raw -50120.189033 + Penalty 2891.157026 = -47229.032007
  nChanged 0
		SP:Iteration 17F (3665.430000 sec): 3 clusters
  Score: Raw -50120.797697 + Penalty 2891.157026 = -47229.640671
  nChanged 1
		SP:Iteration 18Q (3665.550000 sec): 3 clusters
  Score: Raw -50136.051843 + Penalty 2891.157026 = -47244.894817
  nChanged 0
		SP:Iteration 19F (3665.640000 sec): 3 clusters
  Score: Raw -50136.051843 + Penalty 2891.157026 = -47244.894817
  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 3.86 GB.

 Trying to split cluster 11 (387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3665.750000 sec): 2 clusters
  Score: Raw -61173.297536 + Penalty 1477.689324 = -59695.608212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3665.890000 sec): 3 clusters
  Score: Raw -61231.380499 + Penalty 2955.378648 = -58276.001852
  nChanged 61
		SP:Iteration 1F (3666.050000 sec): 3 clusters
  Score: Raw -61430.034482 + Penalty 2955.378648 = -58474.655834
  nChanged 25
		SP:Iteration 2F (3666.210000 sec): 3 clusters
  Score: Raw -61545.856049 + Penalty 2955.378648 = -58590.477401
  nChanged 17
		SP:Iteration 3Q (3666.330000 sec): 3 clusters
  Score: Raw -61799.123998 + Penalty 2955.378648 = -58843.745351
  nChanged 20
		SP:Iteration 4F (3666.460000 sec): 3 clusters
  Score: Raw -61867.935504 + Penalty 2955.378648 = -58912.556856
  nChanged 12
		SP:Iteration 5Q (3666.630000 sec): 3 clusters
  Score: Raw -61995.408489 + Penalty 2955.378648 = -59040.029841
  nChanged 16
		SP:Iteration 6Q (3666.770000 sec): 3 clusters
  Score: Raw -62357.753083 + Penalty 2955.378648 = -59402.374435
  nChanged 11
		SP:Iteration 7Q (3666.950000 sec): 3 clusters
  Score: Raw -62406.942222 + Penalty 2955.378648 = -59451.563574
  nChanged 7
		SP:Iteration 8Q (3667.090000 sec): 3 clusters
  Score: Raw -62440.158305 + Penalty 2955.378648 = -59484.779657
  nChanged 5
		SP:Iteration 9Q (3667.190000 sec): 3 clusters
  Score: Raw -62461.513069 + Penalty 2955.378648 = -59506.134422
  nChanged 3
		SP:Iteration 10Q (3667.330000 sec): 3 clusters
  Score: Raw -62474.388090 + Penalty 2955.378648 = -59519.009442
  nChanged 4
		SP:Iteration 11Q (3667.460000 sec): 3 clusters
  Score: Raw -62489.487946 + Penalty 2955.378648 = -59534.109298
  nChanged 3
		SP:Iteration 12Q (3667.650000 sec): 3 clusters
  Score: Raw -62507.251647 + Penalty 2955.378648 = -59551.872999
  nChanged 1
		SP:Iteration 13Q (3667.790000 sec): 3 clusters
  Score: Raw -62509.244629 + Penalty 2955.378648 = -59553.865981
  nChanged 0
		SP:Iteration 14F (3667.910000 sec): 3 clusters
  Score: Raw -62509.244629 + Penalty 2955.378648 = -59553.865981
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3668.010000 sec): 2 clusters
  Score: Raw -49267.947771 + Penalty 1444.115382 = -47823.832389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3668.180000 sec): 3 clusters
  Score: Raw -49543.548978 + Penalty 2888.230764 = -46655.318214
  nChanged 70
		SP:Iteration 1F (3668.310000 sec): 3 clusters
  Score: Raw -49843.143544 + Penalty 2888.230764 = -46954.912780
  nChanged 19
		SP:Iteration 2F (3668.440000 sec): 3 clusters
  Score: Raw -49911.269829 + Penalty 2888.230764 = -47023.039065
  nChanged 12
		SP:Iteration 3Q (3668.590000 sec): 3 clusters
  Score: Raw -49985.636036 + Penalty 2888.230764 = -47097.405272
  nChanged 6
		SP:Iteration 4Q (3668.730000 sec): 3 clusters
  Score: Raw -50048.385386 + Penalty 2888.230764 = -47160.154622
  nChanged 9
		SP:Iteration 5Q (3668.850000 sec): 3 clusters
  Score: Raw -50083.930820 + Penalty 2888.230764 = -47195.700056
  nChanged 4
		SP:Iteration 6Q (3669.010000 sec): 3 clusters
  Score: Raw -50093.569728 + Penalty 2888.230764 = -47205.338963
  nChanged 3
		SP:Iteration 7Q (3669.150000 sec): 3 clusters
  Score: Raw -50107.608573 + Penalty 2888.230764 = -47219.377809
  nChanged 5
		SP:Iteration 8Q (3669.270000 sec): 3 clusters
  Score: Raw -50120.612653 + Penalty 2888.230764 = -47232.381889
  nChanged 2
		SP:Iteration 9Q (3669.400000 sec): 3 clusters
  Score: Raw -50129.552660 + Penalty 2888.230764 = -47241.321896
  nChanged 1
		SP:Iteration 10Q (3669.550000 sec): 3 clusters
  Score: Raw -50133.456681 + Penalty 2888.230764 = -47245.225917
  nChanged 2
		SP:Iteration 11Q (3669.730000 sec): 3 clusters
  Score: Raw -50199.318240 + Penalty 2888.230764 = -47311.087476
  nChanged 2
		SP:Iteration 12Q (3669.900000 sec): 3 clusters
  Score: Raw -50212.618230 + Penalty 2888.230764 = -47324.387466
  nChanged 3
		SP:Iteration 13Q (3670.060000 sec): 3 clusters
  Score: Raw -50238.206793 + Penalty 2888.230764 = -47349.976029
  nChanged 2
		SP:Iteration 14Q (3670.220000 sec): 3 clusters
  Score: Raw -50248.356481 + Penalty 2888.230764 = -47360.125716
  nChanged 2
		SP:Iteration 15Q (3670.370000 sec): 3 clusters
  Score: Raw -50261.460023 + Penalty 2888.230764 = -47373.229259
  nChanged 0
		SP:Iteration 16F (3670.560000 sec): 3 clusters
  Score: Raw -50261.460023 + Penalty 2888.230764 = -47373.229259
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (216750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3671.670000 sec): 2 clusters
  Score: Raw -38779081.589265 + Penalty 3047.051974 = -38776034.537291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3673.200000 sec): 3 clusters
  Score: Raw -38636691.278162 + Penalty 6094.103948 = -38630597.174214
  nChanged 104512
		SP:Iteration 1F (3674.800000 sec): 3 clusters
  Score: Raw -38700694.600288 + Penalty 6094.103948 = -38694600.496340
  nChanged 10207
		SP:Iteration 2Q (3676.580000 sec): 3 clusters
  Score: Raw -38705147.396258 + Penalty 6094.103948 = -38699053.292311
  nChanged 13423
		SP:Iteration 3F (3678.310000 sec): 3 clusters
  Score: Raw -38712919.224851 + Penalty 6094.103948 = -38706825.120904
  nChanged 16716
		SP:Iteration 4F (3679.950000 sec): 3 clusters
  Score: Raw -38725063.364159 + Penalty 6094.103948 = -38718969.260212
  nChanged 18399
		SP:Iteration 5F (3681.650000 sec): 3 clusters
  Score: Raw -38740819.237400 + Penalty 6094.103948 = -38734725.133452
  nChanged 17029
		SP:Iteration 6F (3683.250000 sec): 3 clusters
  Score: Raw -38756738.004766 + Penalty 6094.103948 = -38750643.900818
  nChanged 12602
		SP:Iteration 7F (3684.770000 sec): 3 clusters
  Score: Raw -38768856.666656 + Penalty 6094.103948 = -38762762.562708
  nChanged 7113
		SP:Iteration 8Q (3686.370000 sec): 3 clusters
  Score: Raw -38775446.971712 + Penalty 6094.103948 = -38769352.867764
  nChanged 2947
		SP:Iteration 9Q (3687.980000 sec): 3 clusters
  Score: Raw -38778062.287988 + Penalty 6094.103948 = -38771968.184040
  nChanged 948
		SP:Iteration 10Q (3689.380000 sec): 3 clusters
  Score: Raw -38778897.203269 + Penalty 6094.103948 = -38772803.099322
  nChanged 265
		SP:Iteration 11Q (3690.720000 sec): 3 clusters
  Score: Raw -38779136.229260 + Penalty 6094.103948 = -38773042.125312
  nChanged 102
		SP:Iteration 12Q (3692.160000 sec): 3 clusters
  Score: Raw -38779250.595431 + Penalty 6094.103948 = -38773156.491483
  nChanged 56
		SP:Iteration 13Q (3693.630000 sec): 3 clusters
  Score: Raw -38779312.636530 + Penalty 6094.103948 = -38773218.532582
  nChanged 21
		SP:Iteration 14Q (3695.010000 sec): 3 clusters
  Score: Raw -38779340.660913 + Penalty 6094.103948 = -38773246.556965
  nChanged 20
		SP:Iteration 15Q (3696.460000 sec): 3 clusters
  Score: Raw -38779360.906424 + Penalty 6094.103948 = -38773266.802476
  nChanged 13
		SP:Iteration 16Q (3697.840000 sec): 3 clusters
  Score: Raw -38779372.740941 + Penalty 6094.103948 = -38773278.636993
  nChanged 7
		SP:Iteration 17Q (3699.480000 sec): 3 clusters
  Score: Raw -38779381.860611 + Penalty 6094.103948 = -38773287.756663
  nChanged 7
		SP:Iteration 18Q (3700.910000 sec): 3 clusters
  Score: Raw -38779389.073188 + Penalty 6094.103948 = -38773294.969240
  nChanged 4
		SP:Iteration 19Q (3702.470000 sec): 3 clusters
  Score: Raw -38779392.919162 + Penalty 6094.103948 = -38773298.815214
  nChanged 0
		SP:Iteration 20F (3704.060000 sec): 3 clusters
  Score: Raw -38779392.919162 + Penalty 6094.103948 = -38773298.815214
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (20450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3704.270000 sec): 2 clusters
  Score: Raw -3507699.795022 + Penalty 2461.583064 = -3505238.211958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3704.580000 sec): 3 clusters
  Score: Raw -3495772.713398 + Penalty 4923.166128 = -3490849.547270
  nChanged 8996
		SP:Iteration 1F (3704.870000 sec): 3 clusters
  Score: Raw -3500678.336090 + Penalty 4923.166128 = -3495755.169962
  nChanged 1282
		SP:Iteration 2F (3705.170000 sec): 3 clusters
  Score: Raw -3501348.432180 + Penalty 4923.166128 = -3496425.266052
  nChanged 1208
		SP:Iteration 3F (3705.430000 sec): 3 clusters
  Score: Raw -3502128.503973 + Penalty 4923.166128 = -3497205.337845
  nChanged 1359
		SP:Iteration 4F (3705.670000 sec): 3 clusters
  Score: Raw -3503144.451010 + Penalty 4923.166128 = -3498221.284882
  nChanged 1460
		SP:Iteration 5F (3705.920000 sec): 3 clusters
  Score: Raw -3504407.812009 + Penalty 4923.166128 = -3499484.645881
  nChanged 1519
		SP:Iteration 6F (3706.160000 sec): 3 clusters
  Score: Raw -3505840.507919 + Penalty 4923.166128 = -3500917.341791
  nChanged 1475
		SP:Iteration 7F (3706.480000 sec): 3 clusters
  Score: Raw -3507178.262417 + Penalty 4923.166128 = -3502255.096289
  nChanged 1328
		SP:Iteration 8F (3706.750000 sec): 3 clusters
  Score: Raw -3508317.898271 + Penalty 4923.166128 = -3503394.732143
  nChanged 1054
		SP:Iteration 9F (3707.030000 sec): 3 clusters
  Score: Raw -3509096.636032 + Penalty 4923.166128 = -3504173.469904
  nChanged 757
		SP:Iteration 10Q (3707.350000 sec): 3 clusters
  Score: Raw -3509508.602502 + Penalty 4923.166128 = -3504585.436374
  nChanged 474
		SP:Iteration 11Q (3707.680000 sec): 3 clusters
  Score: Raw -3509700.259191 + Penalty 4923.166128 = -3504777.093063
  nChanged 323
		SP:Iteration 12Q (3708.000000 sec): 3 clusters
  Score: Raw -3509799.468218 + Penalty 4923.166128 = -3504876.302090
  nChanged 247
		SP:Iteration 13Q (3708.340000 sec): 3 clusters
  Score: Raw -3509871.993195 + Penalty 4923.166128 = -3504948.827067
  nChanged 203
		SP:Iteration 14Q (3708.650000 sec): 3 clusters
  Score: Raw -3509925.294989 + Penalty 4923.166128 = -3505002.128861
  nChanged 197
		SP:Iteration 15Q (3708.970000 sec): 3 clusters
  Score: Raw -3509971.510055 + Penalty 4923.166128 = -3505048.343927
  nChanged 155
		SP:Iteration 16Q (3709.290000 sec): 3 clusters
  Score: Raw -3510000.009367 + Penalty 4923.166128 = -3505076.843239
  nChanged 119
		SP:Iteration 17Q (3709.580000 sec): 3 clusters
  Score: Raw -3510021.067701 + Penalty 4923.166128 = -3505097.901573
  nChanged 101
		SP:Iteration 18Q (3709.930000 sec): 3 clusters
  Score: Raw -3510037.671795 + Penalty 4923.166128 = -3505114.505667
  nChanged 78
		SP:Iteration 19Q (3710.240000 sec): 3 clusters
  Score: Raw -3510047.688831 + Penalty 4923.166128 = -3505124.522703
  nChanged 62
		SP:Iteration 20F (3710.530000 sec): 3 clusters
  Score: Raw -3510055.408331 + Penalty 4923.166128 = -3505132.242203
  nChanged 52
		SP:Iteration 21Q (3710.840000 sec): 3 clusters
  Score: Raw -3510062.992066 + Penalty 4923.166128 = -3505139.825938
  nChanged 56
		SP:Iteration 22Q (3711.140000 sec): 3 clusters
  Score: Raw -3510071.399860 + Penalty 4923.166128 = -3505148.233732
  nChanged 54
		SP:Iteration 23Q (3711.450000 sec): 3 clusters
  Score: Raw -3510079.227287 + Penalty 4923.166128 = -3505156.061158
  nChanged 64
		SP:Iteration 24Q (3711.700000 sec): 3 clusters
  Score: Raw -3510086.612984 + Penalty 4923.166128 = -3505163.446856
  nChanged 59
		SP:Iteration 25Q (3711.990000 sec): 3 clusters
  Score: Raw -3510094.649243 + Penalty 4923.166128 = -3505171.483115
  nChanged 57
		SP:Iteration 26Q (3712.230000 sec): 3 clusters
  Score: Raw -3510101.893419 + Penalty 4923.166128 = -3505178.727290
  nChanged 54
		SP:Iteration 27Q (3712.510000 sec): 3 clusters
  Score: Raw -3510107.932108 + Penalty 4923.166128 = -3505184.765979
  nChanged 49
		SP:Iteration 28Q (3712.800000 sec): 3 clusters
  Score: Raw -3510113.209097 + Penalty 4923.166128 = -3505190.042968
  nChanged 35
		SP:Iteration 29Q (3713.120000 sec): 3 clusters
  Score: Raw -3510116.936202 + Penalty 4923.166128 = -3505193.770074
  nChanged 32
		SP:Iteration 30Q (3713.360000 sec): 3 clusters
  Score: Raw -3510119.806345 + Penalty 4923.166128 = -3505196.640217
  nChanged 24
		SP:Iteration 31Q (3713.690000 sec): 3 clusters
  Score: Raw -3510121.896296 + Penalty 4923.166128 = -3505198.730168
  nChanged 19
		SP:Iteration 32Q (3713.990000 sec): 3 clusters
  Score: Raw -3510123.687330 + Penalty 4923.166128 = -3505200.521202
  nChanged 18
		SP:Iteration 33Q (3714.280000 sec): 3 clusters
  Score: Raw -3510125.491254 + Penalty 4923.166128 = -3505202.325126
  nChanged 21
		SP:Iteration 34Q (3714.610000 sec): 3 clusters
  Score: Raw -3510127.257795 + Penalty 4923.166128 = -3505204.091667
  nChanged 16
		SP:Iteration 35Q (3714.910000 sec): 3 clusters
  Score: Raw -3510128.326262 + Penalty 4923.166128 = -3505205.160134
  nChanged 14
		SP:Iteration 36Q (3715.210000 sec): 3 clusters
  Score: Raw -3510129.256370 + Penalty 4923.166128 = -3505206.090242
  nChanged 11
		SP:Iteration 37Q (3715.550000 sec): 3 clusters
  Score: Raw -3510130.253650 + Penalty 4923.166128 = -3505207.087522
  nChanged 9
		SP:Iteration 38Q (3715.800000 sec): 3 clusters
  Score: Raw -3510130.898037 + Penalty 4923.166128 = -3505207.731909
  nChanged 4
		SP:Iteration 39Q (3716.100000 sec): 3 clusters
  Score: Raw -3510131.285697 + Penalty 4923.166128 = -3505208.119569
  nChanged 9
		SP:Iteration 40F (3716.430000 sec): 3 clusters
  Score: Raw -3510132.157190 + Penalty 4923.166128 = -3505208.991062
  nChanged 10
		SP:Iteration 41Q (3716.730000 sec): 3 clusters
  Score: Raw -3510133.014314 + Penalty 4923.166128 = -3505209.848186
  nChanged 2
		SP:Iteration 42Q (3717.010000 sec): 3 clusters
  Score: Raw -3510133.208880 + Penalty 4923.166128 = -3505210.042752
  nChanged 4
		SP:Iteration 43Q (3717.300000 sec): 3 clusters
  Score: Raw -3510133.548622 + Penalty 4923.166128 = -3505210.382494
  nChanged 7
		SP:Iteration 44Q (3717.570000 sec): 3 clusters
  Score: Raw -3510134.053482 + Penalty 4923.166128 = -3505210.887354
  nChanged 5
		SP:Iteration 45Q (3717.840000 sec): 3 clusters
  Score: Raw -3510134.455827 + Penalty 4923.166128 = -3505211.289699
  nChanged 3
		SP:Iteration 46Q (3718.100000 sec): 3 clusters
  Score: Raw -3510134.712861 + Penalty 4923.166128 = -3505211.546733
  nChanged 2
		SP:Iteration 47Q (3718.410000 sec): 3 clusters
  Score: Raw -3510134.805369 + Penalty 4923.166128 = -3505211.639241
  nChanged 2
		SP:Iteration 48Q (3718.740000 sec): 3 clusters
  Score: Raw -3510134.966443 + Penalty 4923.166128 = -3505211.800315
  nChanged 1
		SP:Iteration 49Q (3719.060000 sec): 3 clusters
  Score: Raw -3510135.040718 + Penalty 4923.166128 = -3505211.874590
  nChanged 3
		SP:Iteration 50Q (3719.360000 sec): 3 clusters
  Score: Raw -3510135.249104 + Penalty 4923.166128 = -3505212.082975
  nChanged 3
		SP:Iteration 51Q (3719.680000 sec): 3 clusters
  Score: Raw -3510135.419115 + Penalty 4923.166128 = -3505212.252987
  nChanged 1
		SP:Iteration 52Q (3719.940000 sec): 3 clusters
  Score: Raw -3510135.479897 + Penalty 4923.166128 = -3505212.313769
  nChanged 1
		SP:Iteration 53Q (3720.220000 sec): 3 clusters
  Score: Raw -3510135.705120 + Penalty 4923.166128 = -3505212.538992
  nChanged 1
		SP:Iteration 54Q (3720.510000 sec): 3 clusters
  Score: Raw -3510135.739843 + Penalty 4923.166128 = -3505212.573715
  nChanged 0
		SP:Iteration 55F (3720.780000 sec): 3 clusters
  Score: Raw -3510135.739843 + Penalty 4923.166128 = -3505212.573715
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (97383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3721.340000 sec): 2 clusters
  Score: Raw -17336567.274825 + Penalty 2848.628920 = -17333718.645904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3722.180000 sec): 3 clusters
  Score: Raw -17274150.551231 + Penalty 5697.257840 = -17268453.293390
  nChanged 46134
		SP:Iteration 1F (3723.030000 sec): 3 clusters
  Score: Raw -17300234.946261 + Penalty 5697.257840 = -17294537.688420
  nChanged 3135
		SP:Iteration 2Q (3724.080000 sec): 3 clusters
  Score: Raw -17300972.490615 + Penalty 5697.257840 = -17295275.232775
  nChanged 3169
		SP:Iteration 3Q (3725.020000 sec): 3 clusters
  Score: Raw -17301800.160892 + Penalty 5697.257840 = -17296102.903051
  nChanged 3408
		SP:Iteration 4Q (3725.920000 sec): 3 clusters
  Score: Raw -17302915.291696 + Penalty 5697.257840 = -17297218.033856
  nChanged 4010
		SP:Iteration 5Q (3726.940000 sec): 3 clusters
  Score: Raw -17304565.139772 + Penalty 5697.257840 = -17298867.881932
  nChanged 5164
		SP:Iteration 6F (3727.740000 sec): 3 clusters
  Score: Raw -17307384.613018 + Penalty 5697.257840 = -17301687.355178
  nChanged 6973
		SP:Iteration 7F (3728.680000 sec): 3 clusters
  Score: Raw -17312316.500276 + Penalty 5697.257840 = -17306619.242436
  nChanged 8465
		SP:Iteration 8F (3729.620000 sec): 3 clusters
  Score: Raw -17319526.156816 + Penalty 5697.257840 = -17313828.898976
  nChanged 8301
		SP:Iteration 9F (3730.480000 sec): 3 clusters
  Score: Raw -17327333.751214 + Penalty 5697.257840 = -17321636.493373
  nChanged 5938
		SP:Iteration 10F (3731.340000 sec): 3 clusters
  Score: Raw -17333035.502887 + Penalty 5697.257840 = -17327338.245046
  nChanged 2726
		SP:Iteration 11Q (3732.270000 sec): 3 clusters
  Score: Raw -17335565.754556 + Penalty 5697.257840 = -17329868.496715
  nChanged 897
		SP:Iteration 12Q (3733.020000 sec): 3 clusters
  Score: Raw -17336410.174002 + Penalty 5697.257840 = -17330712.916162
  nChanged 242
		SP:Iteration 13Q (3733.730000 sec): 3 clusters
  Score: Raw -17336656.868968 + Penalty 5697.257840 = -17330959.611128
  nChanged 68
		SP:Iteration 14Q (3734.600000 sec): 3 clusters
  Score: Raw -17336736.743467 + Penalty 5697.257840 = -17331039.485627
  nChanged 34
		SP:Iteration 15Q (3735.330000 sec): 3 clusters
  Score: Raw -17336781.348244 + Penalty 5697.257840 = -17331084.090404
  nChanged 22
		SP:Iteration 16Q (3736.110000 sec): 3 clusters
  Score: Raw -17336804.896401 + Penalty 5697.257840 = -17331107.638560
  nChanged 19
		SP:Iteration 17Q (3736.830000 sec): 3 clusters
  Score: Raw -17336830.019937 + Penalty 5697.257840 = -17331132.762097
  nChanged 11
		SP:Iteration 18Q (3737.500000 sec): 3 clusters
  Score: Raw -17336847.203769 + Penalty 5697.257840 = -17331149.945929
  nChanged 13
		SP:Iteration 19Q (3738.360000 sec): 3 clusters
  Score: Raw -17336866.553552 + Penalty 5697.257840 = -17331169.295711
  nChanged 11
		SP:Iteration 20F (3739.260000 sec): 3 clusters
  Score: Raw -17336884.821207 + Penalty 5697.257840 = -17331187.563367
  nChanged 5
		SP:Iteration 21Q (3740.020000 sec): 3 clusters
  Score: Raw -17336893.719913 + Penalty 5697.257840 = -17331196.462073
  nChanged 6
		SP:Iteration 22Q (3740.860000 sec): 3 clusters
  Score: Raw -17336900.920764 + Penalty 5697.257840 = -17331203.662923
  nChanged 1
		SP:Iteration 23Q (3741.640000 sec): 3 clusters
  Score: Raw -17336901.247176 + Penalty 5697.257840 = -17331203.989336
  nChanged 0
		SP:Iteration 24F (3742.550000 sec): 3 clusters
  Score: Raw -17336901.247176 + Penalty 5697.257840 = -17331203.989336
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3742.670000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3742.830000 sec): 3 clusters
  Score: Raw -82581.846438 + Penalty 3110.410262 = -79471.436175
  nChanged 92
		SP:Iteration 1F (3742.960000 sec): 3 clusters
  Score: Raw -82744.170342 + Penalty 3110.410262 = -79633.760080
  nChanged 17
		SP:Iteration 2Q (3743.120000 sec): 3 clusters
  Score: Raw -82784.903753 + Penalty 3110.410262 = -79674.493491
  nChanged 9
		SP:Iteration 3Q (3743.280000 sec): 3 clusters
  Score: Raw -82799.488478 + Penalty 3110.410262 = -79689.078216
  nChanged 5
		SP:Iteration 4Q (3743.450000 sec): 3 clusters
  Score: Raw -82809.141136 + Penalty 3110.410262 = -79698.730874
  nChanged 4
		SP:Iteration 5Q (3743.620000 sec): 3 clusters
  Score: Raw -82816.281150 + Penalty 3110.410262 = -79705.870887
  nChanged 5
		SP:Iteration 6Q (3743.750000 sec): 3 clusters
  Score: Raw -82836.779602 + Penalty 3110.410262 = -79726.369340
  nChanged 3
		SP:Iteration 7Q (3743.910000 sec): 3 clusters
  Score: Raw -82854.695728 + Penalty 3110.410262 = -79744.285466
  nChanged 6
		SP:Iteration 8Q (3744.070000 sec): 3 clusters
  Score: Raw -82911.423917 + Penalty 3110.410262 = -79801.013655
  nChanged 9
		SP:Iteration 9Q (3744.240000 sec): 3 clusters
  Score: Raw -82935.811336 + Penalty 3110.410262 = -79825.401074
  nChanged 8
		SP:Iteration 10Q (3744.400000 sec): 3 clusters
  Score: Raw -82960.261226 + Penalty 3110.410262 = -79849.850964
  nChanged 3
		SP:Iteration 11Q (3744.560000 sec): 3 clusters
  Score: Raw -82971.277147 + Penalty 3110.410262 = -79860.866885
  nChanged 5
		SP:Iteration 12Q (3744.740000 sec): 3 clusters
  Score: Raw -82986.908103 + Penalty 3110.410262 = -79876.497840
  nChanged 6
		SP:Iteration 13Q (3744.880000 sec): 3 clusters
  Score: Raw -83001.966953 + Penalty 3110.410262 = -79891.556690
  nChanged 3
		SP:Iteration 14Q (3745.040000 sec): 3 clusters
  Score: Raw -83007.744158 + Penalty 3110.410262 = -79897.333895
  nChanged 1
		SP:Iteration 15Q (3745.200000 sec): 3 clusters
  Score: Raw -83012.220009 + Penalty 3110.410262 = -79901.809747
  nChanged 2
		SP:Iteration 16Q (3745.360000 sec): 3 clusters
  Score: Raw -83015.134925 + Penalty 3110.410262 = -79904.724663
  nChanged 1
		SP:Iteration 17Q (3745.520000 sec): 3 clusters
  Score: Raw -83019.798231 + Penalty 3110.410262 = -79909.387969
  nChanged 2
		SP:Iteration 18Q (3745.680000 sec): 3 clusters
  Score: Raw -83025.855046 + Penalty 3110.410262 = -79915.444784
  nChanged 3
		SP:Iteration 19Q (3745.900000 sec): 3 clusters
  Score: Raw -83030.673303 + Penalty 3110.410262 = -79920.263041
  nChanged 1
		SP:Iteration 20F (3746.030000 sec): 3 clusters
  Score: Raw -83033.140430 + Penalty 3110.410262 = -79922.730168
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3746.110000 sec): 2 clusters
  Score: Raw -52503.333205 + Penalty 1447.757151 = -51055.576054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3746.280000 sec): 3 clusters
  Score: Raw -52753.205563 + Penalty 2895.514302 = -49857.691261
  nChanged 71
		SP:Iteration 1F (3746.420000 sec): 3 clusters
  Score: Raw -52946.002578 + Penalty 2895.514302 = -50050.488277
  nChanged 17
		SP:Iteration 2Q (3746.580000 sec): 3 clusters
  Score: Raw -52971.473686 + Penalty 2895.514302 = -50075.959384
  nChanged 11
		SP:Iteration 3Q (3746.740000 sec): 3 clusters
  Score: Raw -53005.531546 + Penalty 2895.514302 = -50110.017244
  nChanged 12
		SP:Iteration 4Q (3746.900000 sec): 3 clusters
  Score: Raw -53044.768017 + Penalty 2895.514302 = -50149.253716
  nChanged 11
		SP:Iteration 5Q (3747.070000 sec): 3 clusters
  Score: Raw -53109.282149 + Penalty 2895.514302 = -50213.767847
  nChanged 10
		SP:Iteration 6Q (3747.240000 sec): 3 clusters
  Score: Raw -53141.246405 + Penalty 2895.514302 = -50245.732103
  nChanged 10
		SP:Iteration 7Q (3747.400000 sec): 3 clusters
  Score: Raw -53196.862633 + Penalty 2895.514302 = -50301.348332
  nChanged 9
		SP:Iteration 8Q (3747.560000 sec): 3 clusters
  Score: Raw -53224.169626 + Penalty 2895.514302 = -50328.655324
  nChanged 5
		SP:Iteration 9Q (3747.720000 sec): 3 clusters
  Score: Raw -53275.471637 + Penalty 2895.514302 = -50379.957335
  nChanged 1
		SP:Iteration 10Q (3747.880000 sec): 3 clusters
  Score: Raw -53286.470566 + Penalty 2895.514302 = -50390.956264
  nChanged 1
		SP:Iteration 11Q (3748.030000 sec): 3 clusters
  Score: Raw -53313.275836 + Penalty 2895.514302 = -50417.761534
  nChanged 0
		SP:Iteration 12F (3748.180000 sec): 3 clusters
  Score: Raw -53313.275836 + Penalty 2895.514302 = -50417.761534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3748.270000 sec): 2 clusters
  Score: Raw -92546.244172 + Penalty 1577.603014 = -90968.641157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3748.410000 sec): 3 clusters
  Score: Raw -92566.350384 + Penalty 3155.206029 = -89411.144355
  nChanged 107
		SP:Iteration 1F (3748.580000 sec): 3 clusters
  Score: Raw -92810.064992 + Penalty 3155.206029 = -89654.858963
  nChanged 37
		SP:Iteration 2F (3748.740000 sec): 3 clusters
  Score: Raw -92984.843110 + Penalty 3155.206029 = -89829.637082
  nChanged 20
		SP:Iteration 3Q (3748.900000 sec): 3 clusters
  Score: Raw -93246.163223 + Penalty 3155.206029 = -90090.957194
  nChanged 31
		SP:Iteration 4F (3749.060000 sec): 3 clusters
  Score: Raw -93393.307594 + Penalty 3155.206029 = -90238.101565
  nChanged 17
		SP:Iteration 5Q (3749.230000 sec): 3 clusters
  Score: Raw -93502.044669 + Penalty 3155.206029 = -90346.838641
  nChanged 12
		SP:Iteration 6Q (3749.390000 sec): 3 clusters
  Score: Raw -93549.114730 + Penalty 3155.206029 = -90393.908701
  nChanged 5
		SP:Iteration 7Q (3749.560000 sec): 3 clusters
  Score: Raw -93561.455833 + Penalty 3155.206029 = -90406.249804
  nChanged 3
		SP:Iteration 8Q (3749.730000 sec): 3 clusters
  Score: Raw -93565.750713 + Penalty 3155.206029 = -90410.544684
  nChanged 0
		SP:Iteration 9F (3749.900000 sec): 3 clusters
  Score: Raw -93565.750713 + Penalty 3155.206029 = -90410.544684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3749.990000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3750.150000 sec): 3 clusters
  Score: Raw -79043.073437 + Penalty 3061.163496 = -75981.909941
  nChanged 89
		SP:Iteration 1F (3750.310000 sec): 3 clusters
  Score: Raw -79215.877746 + Penalty 3061.163496 = -76154.714250
  nChanged 21
		SP:Iteration 2Q (3750.490000 sec): 3 clusters
  Score: Raw -79262.923060 + Penalty 3061.163496 = -76201.759564
  nChanged 10
		SP:Iteration 3Q (3750.630000 sec): 3 clusters
  Score: Raw -79291.742788 + Penalty 3061.163496 = -76230.579292
  nChanged 7
		SP:Iteration 4Q (3750.770000 sec): 3 clusters
  Score: Raw -79310.939096 + Penalty 3061.163496 = -76249.775600
  nChanged 5
		SP:Iteration 5Q (3750.940000 sec): 3 clusters
  Score: Raw -79320.575404 + Penalty 3061.163496 = -76259.411907
  nChanged 3
		SP:Iteration 6Q (3751.090000 sec): 3 clusters
  Score: Raw -79327.826029 + Penalty 3061.163496 = -76266.662533
  nChanged 5
		SP:Iteration 7Q (3751.230000 sec): 3 clusters
  Score: Raw -79340.023098 + Penalty 3061.163496 = -76278.859602
  nChanged 3
		SP:Iteration 8Q (3751.370000 sec): 3 clusters
  Score: Raw -79349.652661 + Penalty 3061.163496 = -76288.489165
  nChanged 2
		SP:Iteration 9Q (3751.520000 sec): 3 clusters
  Score: Raw -79359.908156 + Penalty 3061.163496 = -76298.744659
  nChanged 1
		SP:Iteration 10Q (3751.710000 sec): 3 clusters
  Score: Raw -79363.115929 + Penalty 3061.163496 = -76301.952432
  nChanged 2
		SP:Iteration 11Q (3751.840000 sec): 3 clusters
  Score: Raw -79367.535442 + Penalty 3061.163496 = -76306.371946
  nChanged 1
		SP:Iteration 12Q (3751.980000 sec): 3 clusters
  Score: Raw -79370.720299 + Penalty 3061.163496 = -76309.556803
  nChanged 1
		SP:Iteration 13Q (3752.140000 sec): 3 clusters
  Score: Raw -79372.609264 + Penalty 3061.163496 = -76311.445768
  nChanged 2
		SP:Iteration 14Q (3752.300000 sec): 3 clusters
  Score: Raw -79376.758572 + Penalty 3061.163496 = -76315.595076
  nChanged 3
		SP:Iteration 15Q (3752.460000 sec): 3 clusters
  Score: Raw -79382.720494 + Penalty 3061.163496 = -76321.556998
  nChanged 1
		SP:Iteration 16Q (3752.620000 sec): 3 clusters
  Score: Raw -79385.373126 + Penalty 3061.163496 = -76324.209630
  nChanged 2
		SP:Iteration 17Q (3752.810000 sec): 3 clusters
  Score: Raw -79389.700468 + Penalty 3061.163496 = -76328.536971
  nChanged 3
		SP:Iteration 18Q (3752.970000 sec): 3 clusters
  Score: Raw -79397.488557 + Penalty 3061.163496 = -76336.325061
  nChanged 4
		SP:Iteration 19Q (3753.100000 sec): 3 clusters
  Score: Raw -79409.318357 + Penalty 3061.163496 = -76348.154861
  nChanged 4
		SP:Iteration 20F (3753.260000 sec): 3 clusters
  Score: Raw -79420.517809 + Penalty 3061.163496 = -76359.354312
  nChanged 4
		SP:Iteration 21Q (3753.420000 sec): 3 clusters
  Score: Raw -79428.463786 + Penalty 3061.163496 = -76367.300290
  nChanged 1
		SP:Iteration 22Q (3753.580000 sec): 3 clusters
  Score: Raw -79437.348382 + Penalty 3061.163496 = -76376.184885
  nChanged 1
		SP:Iteration 23Q (3753.740000 sec): 3 clusters
  Score: Raw -79438.186265 + Penalty 3061.163496 = -76377.022769
  nChanged 2
		SP:Iteration 24Q (3753.950000 sec): 3 clusters
  Score: Raw -79442.328802 + Penalty 3061.163496 = -76381.165306
  nChanged 1
		SP:Iteration 25Q (3754.110000 sec): 3 clusters
  Score: Raw -79447.113690 + Penalty 3061.163496 = -76385.950193
  nChanged 2
		SP:Iteration 26Q (3754.270000 sec): 3 clusters
  Score: Raw -79451.977892 + Penalty 3061.163496 = -76390.814396
  nChanged 1
		SP:Iteration 27Q (3754.410000 sec): 3 clusters
  Score: Raw -79455.933571 + Penalty 3061.163496 = -76394.770075
  nChanged 2
		SP:Iteration 28Q (3754.560000 sec): 3 clusters
  Score: Raw -79460.424579 + Penalty 3061.163496 = -76399.261083
  nChanged 2
		SP:Iteration 29Q (3754.670000 sec): 3 clusters
  Score: Raw -79465.522272 + Penalty 3061.163496 = -76404.358775
  nChanged 1
		SP:Iteration 30Q (3754.830000 sec): 3 clusters
  Score: Raw -79470.147028 + Penalty 3061.163496 = -76408.983532
  nChanged 1
		SP:Iteration 31Q (3755.040000 sec): 3 clusters
  Score: Raw -79474.184929 + Penalty 3061.163496 = -76413.021433
  nChanged 1
		SP:Iteration 32Q (3755.190000 sec): 3 clusters
  Score: Raw -79476.057478 + Penalty 3061.163496 = -76414.893981
  nChanged 1
		SP:Iteration 33Q (3755.310000 sec): 3 clusters
  Score: Raw -79476.986929 + Penalty 3061.163496 = -76415.823433
  nChanged 0
		SP:Iteration 34F (3755.450000 sec): 3 clusters
  Score: Raw -79476.986929 + Penalty 3061.163496 = -76415.823433
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (1261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3755.520000 sec): 2 clusters
  Score: Raw -208467.054290 + Penalty 1770.635763 = -206696.418527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3755.660000 sec): 3 clusters
  Score: Raw -208141.433326 + Penalty 3541.271527 = -204600.161800
  nChanged 356
		SP:Iteration 1F (3755.810000 sec): 3 clusters
  Score: Raw -208667.378346 + Penalty 3541.271527 = -205126.106820
  nChanged 139
		SP:Iteration 2F (3755.950000 sec): 3 clusters
  Score: Raw -209025.303828 + Penalty 3541.271527 = -205484.032302
  nChanged 111
		SP:Iteration 3F (3756.100000 sec): 3 clusters
  Score: Raw -209495.348610 + Penalty 3541.271527 = -205954.077084
  nChanged 80
		SP:Iteration 4F (3756.250000 sec): 3 clusters
  Score: Raw -209882.342196 + Penalty 3541.271527 = -206341.070669
  nChanged 62
		SP:Iteration 5Q (3756.410000 sec): 3 clusters
  Score: Raw -210035.228620 + Penalty 3541.271527 = -206493.957093
  nChanged 34
		SP:Iteration 6Q (3756.560000 sec): 3 clusters
  Score: Raw -210098.367447 + Penalty 3541.271527 = -206557.095920
  nChanged 16
		SP:Iteration 7Q (3756.710000 sec): 3 clusters
  Score: Raw -210126.098369 + Penalty 3541.271527 = -206584.826842
  nChanged 8
		SP:Iteration 8Q (3756.850000 sec): 3 clusters
  Score: Raw -210135.690050 + Penalty 3541.271527 = -206594.418523
  nChanged 2
		SP:Iteration 9Q (3757.010000 sec): 3 clusters
  Score: Raw -210138.547874 + Penalty 3541.271527 = -206597.276347
  nChanged 5
		SP:Iteration 10Q (3757.170000 sec): 3 clusters
  Score: Raw -210146.579163 + Penalty 3541.271527 = -206605.307636
  nChanged 0
		SP:Iteration 11F (3757.390000 sec): 3 clusters
  Score: Raw -210146.579163 + Penalty 3541.271527 = -206605.307636
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3757.430000 sec): 2 clusters
  Score: Raw -18119.465594 + Penalty 1289.227264 = -16830.238330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3757.620000 sec): 3 clusters
  Score: Raw -18428.315986 + Penalty 2578.454528 = -15849.861458
  nChanged 12
		SP:Iteration 1F (3757.780000 sec): 3 clusters
  Score: Raw -18489.995230 + Penalty 2578.454528 = -15911.540703
  nChanged 5
		SP:Iteration 2Q (3757.930000 sec): 3 clusters
  Score: Raw -18504.742795 + Penalty 2578.454528 = -15926.288268
  nChanged 3
		SP:Iteration 3Q (3758.130000 sec): 3 clusters
  Score: Raw -18522.972069 + Penalty 2578.454528 = -15944.517542
  nChanged 3
		SP:Iteration 4Q (3758.300000 sec): 3 clusters
  Score: Raw -18544.436725 + Penalty 2578.454528 = -15965.982198
  nChanged 2
		SP:Iteration 5Q (3758.460000 sec): 3 clusters
  Score: Raw -18560.280750 + Penalty 2578.454528 = -15981.826222
  nChanged 0
		SP:Iteration 6F (3758.610000 sec): 3 clusters
  Score: Raw -18560.280750 + Penalty 2578.454528 = -15981.826222
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3758.690000 sec): 2 clusters
  Score: Raw -134053.389535 + Penalty 1643.754261 = -132409.635274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3758.840000 sec): 3 clusters
  Score: Raw -133930.872145 + Penalty 3287.508523 = -130643.363622
  nChanged 172
		SP:Iteration 1F (3758.970000 sec): 3 clusters
  Score: Raw -134196.889392 + Penalty 3287.508523 = -130909.380870
  nChanged 46
		SP:Iteration 2F (3759.080000 sec): 3 clusters
  Score: Raw -134275.364766 + Penalty 3287.508523 = -130987.856243
  nChanged 20
		SP:Iteration 3Q (3759.210000 sec): 3 clusters
  Score: Raw -134320.527170 + Penalty 3287.508523 = -131033.018648
  nChanged 16
		SP:Iteration 4Q (3759.380000 sec): 3 clusters
  Score: Raw -134345.093398 + Penalty 3287.508523 = -131057.584875
  nChanged 10
		SP:Iteration 5Q (3759.500000 sec): 3 clusters
  Score: Raw -134360.309104 + Penalty 3287.508523 = -131072.800581
  nChanged 7
		SP:Iteration 6Q (3759.670000 sec): 3 clusters
  Score: Raw -134374.775699 + Penalty 3287.508523 = -131087.267177
  nChanged 9
		SP:Iteration 7Q (3759.780000 sec): 3 clusters
  Score: Raw -134390.092030 + Penalty 3287.508523 = -131102.583508
  nChanged 5
		SP:Iteration 8Q (3759.920000 sec): 3 clusters
  Score: Raw -134400.133298 + Penalty 3287.508523 = -131112.624775
  nChanged 3
		SP:Iteration 9Q (3760.030000 sec): 3 clusters
  Score: Raw -134404.246041 + Penalty 3287.508523 = -131116.737519
  nChanged 2
		SP:Iteration 10Q (3760.170000 sec): 3 clusters
  Score: Raw -134406.212782 + Penalty 3287.508523 = -131118.704259
  nChanged 1
		SP:Iteration 11Q (3760.300000 sec): 3 clusters
  Score: Raw -134408.934571 + Penalty 3287.508523 = -131121.426048
  nChanged 3
		SP:Iteration 12Q (3760.410000 sec): 3 clusters
  Score: Raw -134416.490171 + Penalty 3287.508523 = -131128.981648
  nChanged 2
		SP:Iteration 13Q (3760.530000 sec): 3 clusters
  Score: Raw -134418.673701 + Penalty 3287.508523 = -131131.165178
  nChanged 0
		SP:Iteration 14F (3760.650000 sec): 3 clusters
  Score: Raw -134418.673701 + Penalty 3287.508523 = -131131.165178
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3760.740000 sec): 2 clusters
  Score: Raw -271275.876970 + Penalty 1823.881858 = -269451.995112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3760.890000 sec): 3 clusters
  Score: Raw -270779.159187 + Penalty 3647.763716 = -267131.395472
  nChanged 453
		SP:Iteration 1F (3761.110000 sec): 3 clusters
  Score: Raw -271216.526440 + Penalty 3647.763716 = -267568.762724
  nChanged 142
		SP:Iteration 2F (3761.230000 sec): 3 clusters
  Score: Raw -271393.898578 + Penalty 3647.763716 = -267746.134862
  nChanged 85
		SP:Iteration 3F (3761.370000 sec): 3 clusters
  Score: Raw -271505.209022 + Penalty 3647.763716 = -267857.445306
  nChanged 62
		SP:Iteration 4Q (3761.540000 sec): 3 clusters
  Score: Raw -271582.189194 + Penalty 3647.763716 = -267934.425478
  nChanged 40
		SP:Iteration 5Q (3761.730000 sec): 3 clusters
  Score: Raw -271637.520480 + Penalty 3647.763716 = -267989.756764
  nChanged 44
		SP:Iteration 6Q (3761.850000 sec): 3 clusters
  Score: Raw -271691.246386 + Penalty 3647.763716 = -268043.482670
  nChanged 40
		SP:Iteration 7Q (3761.990000 sec): 3 clusters
  Score: Raw -271750.566942 + Penalty 3647.763716 = -268102.803226
  nChanged 47
		SP:Iteration 8Q (3762.120000 sec): 3 clusters
  Score: Raw -271822.018253 + Penalty 3647.763716 = -268174.254538
  nChanged 56
		SP:Iteration 9Q (3762.250000 sec): 3 clusters
  Score: Raw -271885.740840 + Penalty 3647.763716 = -268237.977124
  nChanged 47
		SP:Iteration 10Q (3762.410000 sec): 3 clusters
  Score: Raw -271946.500914 + Penalty 3647.763716 = -268298.737198
  nChanged 45
		SP:Iteration 11Q (3762.560000 sec): 3 clusters
  Score: Raw -272005.593262 + Penalty 3647.763716 = -268357.829546
  nChanged 28
		SP:Iteration 12Q (3762.720000 sec): 3 clusters
  Score: Raw -272040.606066 + Penalty 3647.763716 = -268392.842350
  nChanged 20
		SP:Iteration 13Q (3762.860000 sec): 3 clusters
  Score: Raw -272062.587029 + Penalty 3647.763716 = -268414.823313
  nChanged 16
		SP:Iteration 14Q (3763.020000 sec): 3 clusters
  Score: Raw -272082.849495 + Penalty 3647.763716 = -268435.085779
  nChanged 20
		SP:Iteration 15Q (3763.160000 sec): 3 clusters
  Score: Raw -272102.501973 + Penalty 3647.763716 = -268454.738257
  nChanged 10
		SP:Iteration 16Q (3763.300000 sec): 3 clusters
  Score: Raw -272112.405253 + Penalty 3647.763716 = -268464.641537
  nChanged 4
		SP:Iteration 17Q (3763.450000 sec): 3 clusters
  Score: Raw -272114.748658 + Penalty 3647.763716 = -268466.984942
  nChanged 2
		SP:Iteration 18Q (3763.590000 sec): 3 clusters
  Score: Raw -272115.553790 + Penalty 3647.763716 = -268467.790074
  nChanged 2
		SP:Iteration 19Q (3763.680000 sec): 3 clusters
  Score: Raw -272116.131574 + Penalty 3647.763716 = -268468.367858
  nChanged 1
		SP:Iteration 20F (3763.860000 sec): 3 clusters
  Score: Raw -272116.383175 + Penalty 3647.763716 = -268468.619460
  nChanged 1
		SP:Iteration 21Q (3763.960000 sec): 3 clusters
  Score: Raw -272117.775176 + Penalty 3647.763716 = -268470.011460
  nChanged 0
		SP:Iteration 22F (3764.050000 sec): 3 clusters
  Score: Raw -272117.775176 + Penalty 3647.763716 = -268470.011460
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3764.130000 sec): 2 clusters
  Score: Raw -92838.533184 + Penalty 1602.056305 = -91236.476879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3764.250000 sec): 3 clusters
  Score: Raw -92760.543519 + Penalty 3204.112609 = -89556.430910
  nChanged 156
		SP:Iteration 1F (3764.320000 sec): 3 clusters
  Score: Raw -93128.998412 + Penalty 3204.112609 = -89924.885802
  nChanged 66
		SP:Iteration 2F (3764.440000 sec): 3 clusters
  Score: Raw -93402.853489 + Penalty 3204.112609 = -90198.740880
  nChanged 49
		SP:Iteration 3F (3764.590000 sec): 3 clusters
  Score: Raw -93636.553303 + Penalty 3204.112609 = -90432.440694
  nChanged 33
		SP:Iteration 4F (3764.710000 sec): 3 clusters
  Score: Raw -93782.898991 + Penalty 3204.112609 = -90578.786381
  nChanged 29
		SP:Iteration 5Q (3764.830000 sec): 3 clusters
  Score: Raw -93886.835053 + Penalty 3204.112609 = -90682.722443
  nChanged 21
		SP:Iteration 6Q (3764.950000 sec): 3 clusters
  Score: Raw -93979.990727 + Penalty 3204.112609 = -90775.878117
  nChanged 23
		SP:Iteration 7Q (3765.060000 sec): 3 clusters
  Score: Raw -94069.665049 + Penalty 3204.112609 = -90865.552440
  nChanged 19
		SP:Iteration 8Q (3765.230000 sec): 3 clusters
  Score: Raw -94170.793587 + Penalty 3204.112609 = -90966.680978
  nChanged 23
		SP:Iteration 9Q (3765.400000 sec): 3 clusters
  Score: Raw -94278.814494 + Penalty 3204.112609 = -91074.701884
  nChanged 13
		SP:Iteration 10Q (3765.600000 sec): 3 clusters
  Score: Raw -94350.983015 + Penalty 3204.112609 = -91146.870405
  nChanged 7
		SP:Iteration 11Q (3765.740000 sec): 3 clusters
  Score: Raw -94393.857512 + Penalty 3204.112609 = -91189.744902
  nChanged 4
		SP:Iteration 12Q (3765.860000 sec): 3 clusters
  Score: Raw -94412.589471 + Penalty 3204.112609 = -91208.476862
  nChanged 2
		SP:Iteration 13Q (3766.020000 sec): 3 clusters
  Score: Raw -94421.428887 + Penalty 3204.112609 = -91217.316278
  nChanged 4
		SP:Iteration 14Q (3766.200000 sec): 3 clusters
  Score: Raw -94431.632448 + Penalty 3204.112609 = -91227.519838
  nChanged 1
		SP:Iteration 15Q (3766.390000 sec): 3 clusters
  Score: Raw -94434.309749 + Penalty 3204.112609 = -91230.197140
  nChanged 0
		SP:Iteration 16F (3766.490000 sec): 3 clusters
  Score: Raw -94436.887929 + Penalty 3204.112609 = -91232.775320
  nChanged 3
		SP:Iteration 17Q (3766.710000 sec): 3 clusters
  Score: Raw -94471.695580 + Penalty 3204.112609 = -91267.582970
  nChanged 4
		SP:Iteration 18Q (3766.830000 sec): 3 clusters
  Score: Raw -94503.303534 + Penalty 3204.112609 = -91299.190925
  nChanged 4
		SP:Iteration 19Q (3766.920000 sec): 3 clusters
  Score: Raw -94543.597721 + Penalty 3204.112609 = -91339.485111
  nChanged 4
		SP:Iteration 20F (3767.030000 sec): 3 clusters
  Score: Raw -94612.695215 + Penalty 3204.112609 = -91408.582606
  nChanged 3
		SP:Iteration 21Q (3767.160000 sec): 3 clusters
  Score: Raw -94656.686331 + Penalty 3204.112609 = -91452.573721
  nChanged 0
		SP:Iteration 22F (3767.370000 sec): 3 clusters
  Score: Raw -94656.686331 + Penalty 3204.112609 = -91452.573721
  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 3.86 GB.

 Trying to split cluster 26 (1963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3767.460000 sec): 2 clusters
  Score: Raw -317941.446703 + Penalty 1880.392840 = -316061.053863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3767.570000 sec): 3 clusters
  Score: Raw -317257.579647 + Penalty 3760.785680 = -313496.793967
  nChanged 628
		SP:Iteration 1F (3767.710000 sec): 3 clusters
  Score: Raw -317816.705840 + Penalty 3760.785680 = -314055.920160
  nChanged 173
		SP:Iteration 2F (3767.890000 sec): 3 clusters
  Score: Raw -318144.209142 + Penalty 3760.785680 = -314383.423462
  nChanged 143
		SP:Iteration 3F (3768.070000 sec): 3 clusters
  Score: Raw -318582.396376 + Penalty 3760.785680 = -314821.610695
  nChanged 147
		SP:Iteration 4F (3768.190000 sec): 3 clusters
  Score: Raw -318965.892482 + Penalty 3760.785680 = -315205.106801
  nChanged 147
		SP:Iteration 5F (3768.320000 sec): 3 clusters
  Score: Raw -319205.077264 + Penalty 3760.785680 = -315444.291583
  nChanged 89
		SP:Iteration 6Q (3768.470000 sec): 3 clusters
  Score: Raw -319335.467752 + Penalty 3760.785680 = -315574.682071
  nChanged 71
		SP:Iteration 7Q (3768.620000 sec): 3 clusters
  Score: Raw -319447.316036 + Penalty 3760.785680 = -315686.530356
  nChanged 57
		SP:Iteration 8Q (3768.770000 sec): 3 clusters
  Score: Raw -319523.967600 + Penalty 3760.785680 = -315763.181920
  nChanged 47
		SP:Iteration 9Q (3768.930000 sec): 3 clusters
  Score: Raw -319608.524418 + Penalty 3760.785680 = -315847.738738
  nChanged 44
		SP:Iteration 10Q (3769.090000 sec): 3 clusters
  Score: Raw -319692.350257 + Penalty 3760.785680 = -315931.564577
  nChanged 36
		SP:Iteration 11Q (3769.310000 sec): 3 clusters
  Score: Raw -319784.783480 + Penalty 3760.785680 = -316023.997800
  nChanged 44
		SP:Iteration 12Q (3769.440000 sec): 3 clusters
  Score: Raw -319901.349995 + Penalty 3760.785680 = -316140.564314
  nChanged 22
		SP:Iteration 13Q (3769.600000 sec): 3 clusters
  Score: Raw -319960.741815 + Penalty 3760.785680 = -316199.956135
  nChanged 22
		SP:Iteration 14Q (3769.740000 sec): 3 clusters
  Score: Raw -319997.484833 + Penalty 3760.785680 = -316236.699153
  nChanged 11
		SP:Iteration 15Q (3769.880000 sec): 3 clusters
  Score: Raw -320026.745439 + Penalty 3760.785680 = -316265.959759
  nChanged 13
		SP:Iteration 16Q (3770.010000 sec): 3 clusters
  Score: Raw -320062.668347 + Penalty 3760.785680 = -316301.882667
  nChanged 12
		SP:Iteration 17Q (3770.140000 sec): 3 clusters
  Score: Raw -320086.105260 + Penalty 3760.785680 = -316325.319580
  nChanged 9
		SP:Iteration 18Q (3770.310000 sec): 3 clusters
  Score: Raw -320111.773840 + Penalty 3760.785680 = -316350.988159
  nChanged 10
		SP:Iteration 19Q (3770.510000 sec): 3 clusters
  Score: Raw -320133.916854 + Penalty 3760.785680 = -316373.131173
  nChanged 13
		SP:Iteration 20F (3770.700000 sec): 3 clusters
  Score: Raw -320168.697508 + Penalty 3760.785680 = -316407.911828
  nChanged 11
		SP:Iteration 21Q (3770.850000 sec): 3 clusters
  Score: Raw -320188.411445 + Penalty 3760.785680 = -316427.625764
  nChanged 10
		SP:Iteration 22Q (3771.050000 sec): 3 clusters
  Score: Raw -320203.269647 + Penalty 3760.785680 = -316442.483967
  nChanged 6
		SP:Iteration 23Q (3771.200000 sec): 3 clusters
  Score: Raw -320213.855308 + Penalty 3760.785680 = -316453.069627
  nChanged 4
		SP:Iteration 24Q (3771.350000 sec): 3 clusters
  Score: Raw -320224.338245 + Penalty 3760.785680 = -316463.552564
  nChanged 5
		SP:Iteration 25Q (3771.500000 sec): 3 clusters
  Score: Raw -320237.141320 + Penalty 3760.785680 = -316476.355639
  nChanged 7
		SP:Iteration 26Q (3771.670000 sec): 3 clusters
  Score: Raw -320249.509150 + Penalty 3760.785680 = -316488.723470
  nChanged 5
		SP:Iteration 27Q (3771.760000 sec): 3 clusters
  Score: Raw -320256.652255 + Penalty 3760.785680 = -316495.866575
  nChanged 6
		SP:Iteration 28Q (3771.890000 sec): 3 clusters
  Score: Raw -320264.186058 + Penalty 3760.785680 = -316503.400377
  nChanged 5
		SP:Iteration 29Q (3771.980000 sec): 3 clusters
  Score: Raw -320270.576701 + Penalty 3760.785680 = -316509.791020
  nChanged 4
		SP:Iteration 30Q (3772.080000 sec): 3 clusters
  Score: Raw -320275.083293 + Penalty 3760.785680 = -316514.297612
  nChanged 2
		SP:Iteration 31Q (3772.230000 sec): 3 clusters
  Score: Raw -320277.341705 + Penalty 3760.785680 = -316516.556024
  nChanged 1
		SP:Iteration 32Q (3772.370000 sec): 3 clusters
  Score: Raw -320278.389863 + Penalty 3760.785680 = -316517.604183
  nChanged 1
		SP:Iteration 33Q (3772.510000 sec): 3 clusters
  Score: Raw -320279.196155 + Penalty 3760.785680 = -316518.410475
  nChanged 2
		SP:Iteration 34Q (3772.670000 sec): 3 clusters
  Score: Raw -320281.769774 + Penalty 3760.785680 = -316520.984093
  nChanged 3
		SP:Iteration 35Q (3772.810000 sec): 3 clusters
  Score: Raw -320283.391315 + Penalty 3760.785680 = -316522.605634
  nChanged 1
		SP:Iteration 36Q (3772.920000 sec): 3 clusters
  Score: Raw -320284.440321 + Penalty 3760.785680 = -316523.654640
  nChanged 0
		SP:Iteration 37F (3773.090000 sec): 3 clusters
  Score: Raw -320284.440321 + Penalty 3760.785680 = -316523.654640
  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 3.86 GB.

 Trying to split cluster 27 (102358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3773.710000 sec): 2 clusters
  Score: Raw -19598289.479662 + Penalty 2860.985474 = -19595428.494187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3774.730000 sec): 3 clusters
  Score: Raw -19533031.150598 + Penalty 5721.970949 = -19527309.179650
  nChanged 48185
		SP:Iteration 1F (3775.640000 sec): 3 clusters
  Score: Raw -19560377.820781 + Penalty 5721.970949 = -19554655.849833
  nChanged 3688
		SP:Iteration 2Q (3776.600000 sec): 3 clusters
  Score: Raw -19561473.365387 + Penalty 5721.970949 = -19555751.394439
  nChanged 4061
		SP:Iteration 3Q (3777.580000 sec): 3 clusters
  Score: Raw -19562900.897359 + Penalty 5721.970949 = -19557178.926411
  nChanged 4617
		SP:Iteration 4Q (3778.560000 sec): 3 clusters
  Score: Raw -19565000.959249 + Penalty 5721.970949 = -19559278.988300
  nChanged 5627
		SP:Iteration 5F (3779.390000 sec): 3 clusters
  Score: Raw -19568062.452822 + Penalty 5721.970949 = -19562340.481874
  nChanged 6484
		SP:Iteration 6F (3780.320000 sec): 3 clusters
  Score: Raw -19571981.881199 + Penalty 5721.970949 = -19566259.910251
  nChanged 6611
		SP:Iteration 7F (3781.120000 sec): 3 clusters
  Score: Raw -19576016.389895 + Penalty 5721.970949 = -19570294.418946
  nChanged 6155
		SP:Iteration 8F (3781.920000 sec): 3 clusters
  Score: Raw -19579580.030732 + Penalty 5721.970949 = -19573858.059783
  nChanged 5241
		SP:Iteration 9F (3782.820000 sec): 3 clusters
  Score: Raw -19582129.083577 + Penalty 5721.970949 = -19576407.112628
  nChanged 4149
		SP:Iteration 10Q (3783.740000 sec): 3 clusters
  Score: Raw -19583792.106177 + Penalty 5721.970949 = -19578070.135228
  nChanged 3360
		SP:Iteration 11Q (3784.550000 sec): 3 clusters
  Score: Raw -19584857.312345 + Penalty 5721.970949 = -19579135.341397
  nChanged 2706
		SP:Iteration 12Q (3785.390000 sec): 3 clusters
  Score: Raw -19585611.199046 + Penalty 5721.970949 = -19579889.228098
  nChanged 2402
		SP:Iteration 13Q (3786.290000 sec): 3 clusters
  Score: Raw -19586237.758049 + Penalty 5721.970949 = -19580515.787100
  nChanged 2279
		SP:Iteration 14Q (3787.290000 sec): 3 clusters
  Score: Raw -19586840.184778 + Penalty 5721.970949 = -19581118.213830
  nChanged 2317
		SP:Iteration 15Q (3788.330000 sec): 3 clusters
  Score: Raw -19587441.111895 + Penalty 5721.970949 = -19581719.140947
  nChanged 2427
		SP:Iteration 16Q (3789.320000 sec): 3 clusters
  Score: Raw -19588091.433376 + Penalty 5721.970949 = -19582369.462427
  nChanged 2572
		SP:Iteration 17Q (3790.370000 sec): 3 clusters
  Score: Raw -19588842.752144 + Penalty 5721.970949 = -19583120.781196
  nChanged 2737
		SP:Iteration 18Q (3791.210000 sec): 3 clusters
  Score: Raw -19589693.895328 + Penalty 5721.970949 = -19583971.924380
  nChanged 2811
		SP:Iteration 19Q (3792.220000 sec): 3 clusters
  Score: Raw -19590619.429710 + Penalty 5721.970949 = -19584897.458761
  nChanged 2921
		SP:Iteration 20F (3793.010000 sec): 3 clusters
  Score: Raw -19591631.219585 + Penalty 5721.970949 = -19585909.248636
  nChanged 2922
		SP:Iteration 21Q (3793.910000 sec): 3 clusters
  Score: Raw -19592711.741873 + Penalty 5721.970949 = -19586989.770924
  nChanged 2789
		SP:Iteration 22Q (3794.780000 sec): 3 clusters
  Score: Raw -19593766.276856 + Penalty 5721.970949 = -19588044.305908
  nChanged 2601
		SP:Iteration 23Q (3795.590000 sec): 3 clusters
  Score: Raw -19594750.938538 + Penalty 5721.970949 = -19589028.967589
  nChanged 2396
		SP:Iteration 24Q (3796.420000 sec): 3 clusters
  Score: Raw -19595659.751616 + Penalty 5721.970949 = -19589937.780668
  nChanged 2108
		SP:Iteration 25Q (3797.290000 sec): 3 clusters
  Score: Raw -19596442.571951 + Penalty 5721.970949 = -19590720.601003
  nChanged 1784
		SP:Iteration 26Q (3798.140000 sec): 3 clusters
  Score: Raw -19597077.171945 + Penalty 5721.970949 = -19591355.200996
  nChanged 1445
		SP:Iteration 27Q (3798.880000 sec): 3 clusters
  Score: Raw -19597574.654978 + Penalty 5721.970949 = -19591852.684029
  nChanged 1162
		SP:Iteration 28Q (3799.760000 sec): 3 clusters
  Score: Raw -19597952.154707 + Penalty 5721.970949 = -19592230.183758
  nChanged 934
		SP:Iteration 29Q (3800.590000 sec): 3 clusters
  Score: Raw -19598242.190725 + Penalty 5721.970949 = -19592520.219776
  nChanged 789
		SP:Iteration 30Q (3801.460000 sec): 3 clusters
  Score: Raw -19598485.931333 + Penalty 5721.970949 = -19592763.960384
  nChanged 627
		SP:Iteration 31Q (3802.300000 sec): 3 clusters
  Score: Raw -19598661.453200 + Penalty 5721.970949 = -19592939.482251
  nChanged 509
		SP:Iteration 32Q (3803.220000 sec): 3 clusters
  Score: Raw -19598807.381784 + Penalty 5721.970949 = -19593085.410836
  nChanged 441
		SP:Iteration 33Q (3804.140000 sec): 3 clusters
  Score: Raw -19598923.743520 + Penalty 5721.970949 = -19593201.772571
  nChanged 373
		SP:Iteration 34Q (3805.000000 sec): 3 clusters
  Score: Raw -19599019.680900 + Penalty 5721.970949 = -19593297.709951
  nChanged 276
		SP:Iteration 35Q (3805.850000 sec): 3 clusters
  Score: Raw -19599082.049630 + Penalty 5721.970949 = -19593360.078682
  nChanged 233
		SP:Iteration 36Q (3806.770000 sec): 3 clusters
  Score: Raw -19599134.370695 + Penalty 5721.970949 = -19593412.399747
  nChanged 186
		SP:Iteration 37Q (3807.630000 sec): 3 clusters
  Score: Raw -19599175.345073 + Penalty 5721.970949 = -19593453.374124
  nChanged 147
		SP:Iteration 38Q (3808.690000 sec): 3 clusters
  Score: Raw -19599203.313603 + Penalty 5721.970949 = -19593481.342655
  nChanged 132
		SP:Iteration 39Q (3809.720000 sec): 3 clusters
  Score: Raw -19599231.563532 + Penalty 5721.970949 = -19593509.592584
  nChanged 132
		SP:Iteration 40F (3810.740000 sec): 3 clusters
  Score: Raw -19599256.343664 + Penalty 5721.970949 = -19593534.372715
  nChanged 112
		SP:Iteration 41Q (3811.760000 sec): 3 clusters
  Score: Raw -19599278.477812 + Penalty 5721.970949 = -19593556.506864
  nChanged 97
		SP:Iteration 42Q (3812.790000 sec): 3 clusters
  Score: Raw -19599297.521544 + Penalty 5721.970949 = -19593575.550595
  nChanged 75
		SP:Iteration 43Q (3813.670000 sec): 3 clusters
  Score: Raw -19599312.596365 + Penalty 5721.970949 = -19593590.625416
  nChanged 57
		SP:Iteration 44Q (3814.430000 sec): 3 clusters
  Score: Raw -19599322.973904 + Penalty 5721.970949 = -19593601.002956
  nChanged 56
		SP:Iteration 45Q (3815.250000 sec): 3 clusters
  Score: Raw -19599332.298199 + Penalty 5721.970949 = -19593610.327251
  nChanged 47
		SP:Iteration 46Q (3816.020000 sec): 3 clusters
  Score: Raw -19599339.680263 + Penalty 5721.970949 = -19593617.709315
  nChanged 45
		SP:Iteration 47Q (3816.780000 sec): 3 clusters
  Score: Raw -19599347.426925 + Penalty 5721.970949 = -19593625.455976
  nChanged 56
		SP:Iteration 48Q (3817.550000 sec): 3 clusters
  Score: Raw -19599357.861873 + Penalty 5721.970949 = -19593635.890924
  nChanged 54
		SP:Iteration 49Q (3818.310000 sec): 3 clusters
  Score: Raw -19599368.798340 + Penalty 5721.970949 = -19593646.827391
  nChanged 51
		SP:Iteration 50Q (3819.050000 sec): 3 clusters
  Score: Raw -19599378.903172 + Penalty 5721.970949 = -19593656.932224
  nChanged 52
		SP:Iteration 51Q (3819.740000 sec): 3 clusters
  Score: Raw -19599389.839143 + Penalty 5721.970949 = -19593667.868194
  nChanged 67
		SP:Iteration 52Q (3820.470000 sec): 3 clusters
  Score: Raw -19599402.577836 + Penalty 5721.970949 = -19593680.606887
  nChanged 51
		SP:Iteration 53Q (3821.210000 sec): 3 clusters
  Score: Raw -19599412.179470 + Penalty 5721.970949 = -19593690.208522
  nChanged 42
		SP:Iteration 54Q (3822.010000 sec): 3 clusters
  Score: Raw -19599420.329937 + Penalty 5721.970949 = -19593698.358988
  nChanged 44
		SP:Iteration 55Q (3822.760000 sec): 3 clusters
  Score: Raw -19599427.871979 + Penalty 5721.970949 = -19593705.901031
  nChanged 35
		SP:Iteration 56Q (3823.530000 sec): 3 clusters
  Score: Raw -19599433.964555 + Penalty 5721.970949 = -19593711.993607
  nChanged 28
		SP:Iteration 57Q (3824.290000 sec): 3 clusters
  Score: Raw -19599438.453571 + Penalty 5721.970949 = -19593716.482622
  nChanged 20
		SP:Iteration 58Q (3825.080000 sec): 3 clusters
  Score: Raw -19599441.904053 + Penalty 5721.970949 = -19593719.933105
  nChanged 20
		SP:Iteration 59Q (3825.870000 sec): 3 clusters
  Score: Raw -19599445.602024 + Penalty 5721.970949 = -19593723.631075
  nChanged 23
		SP:Iteration 60F (3826.640000 sec): 3 clusters
  Score: Raw -19599450.002050 + Penalty 5721.970949 = -19593728.031101
  nChanged 24
		SP:Iteration 61Q (3827.420000 sec): 3 clusters
  Score: Raw -19599453.910411 + Penalty 5721.970949 = -19593731.939463
  nChanged 21
		SP:Iteration 62Q (3828.120000 sec): 3 clusters
  Score: Raw -19599458.011143 + Penalty 5721.970949 = -19593736.040194
  nChanged 22
		SP:Iteration 63Q (3828.910000 sec): 3 clusters
  Score: Raw -19599461.529675 + Penalty 5721.970949 = -19593739.558726
  nChanged 16
		SP:Iteration 64Q (3829.710000 sec): 3 clusters
  Score: Raw -19599464.057418 + Penalty 5721.970949 = -19593742.086470
  nChanged 15
		SP:Iteration 65Q (3830.590000 sec): 3 clusters
  Score: Raw -19599466.205503 + Penalty 5721.970949 = -19593744.234554
  nChanged 14
		SP:Iteration 66Q (3831.400000 sec): 3 clusters
  Score: Raw -19599468.810449 + Penalty 5721.970949 = -19593746.839501
  nChanged 14
		SP:Iteration 67Q (3832.210000 sec): 3 clusters
  Score: Raw -19599470.991046 + Penalty 5721.970949 = -19593749.020097
  nChanged 8
		SP:Iteration 68Q (3833.020000 sec): 3 clusters
  Score: Raw -19599472.473259 + Penalty 5721.970949 = -19593750.502311
  nChanged 11
		SP:Iteration 69Q (3833.740000 sec): 3 clusters
  Score: Raw -19599474.041514 + Penalty 5721.970949 = -19593752.070565
  nChanged 11
		SP:Iteration 70Q (3834.490000 sec): 3 clusters
  Score: Raw -19599475.842239 + Penalty 5721.970949 = -19593753.871291
  nChanged 10
		SP:Iteration 71Q (3835.250000 sec): 3 clusters
  Score: Raw -19599477.140357 + Penalty 5721.970949 = -19593755.169408
  nChanged 6
		SP:Iteration 72Q (3836.030000 sec): 3 clusters
  Score: Raw -19599478.042560 + Penalty 5721.970949 = -19593756.071612
  nChanged 7
		SP:Iteration 73Q (3836.770000 sec): 3 clusters
  Score: Raw -19599479.147817 + Penalty 5721.970949 = -19593757.176869
  nChanged 12
		SP:Iteration 74Q (3837.550000 sec): 3 clusters
  Score: Raw -19599480.980227 + Penalty 5721.970949 = -19593759.009278
  nChanged 6
		SP:Iteration 75Q (3838.350000 sec): 3 clusters
  Score: Raw -19599481.715928 + Penalty 5721.970949 = -19593759.744979
  nChanged 4
		SP:Iteration 76Q (3839.130000 sec): 3 clusters
  Score: Raw -19599482.377266 + Penalty 5721.970949 = -19593760.406317
  nChanged 6
		SP:Iteration 77Q (3839.860000 sec): 3 clusters
  Score: Raw -19599483.327374 + Penalty 5721.970949 = -19593761.356425
  nChanged 4
		SP:Iteration 78Q (3840.600000 sec): 3 clusters
  Score: Raw -19599483.895625 + Penalty 5721.970949 = -19593761.924677
  nChanged 6
		SP:Iteration 79Q (3841.480000 sec): 3 clusters
  Score: Raw -19599484.925333 + Penalty 5721.970949 = -19593762.954384
  nChanged 7
		SP:Iteration 80F (3842.470000 sec): 3 clusters
  Score: Raw -19599485.882313 + Penalty 5721.970949 = -19593763.911364
  nChanged 5
		SP:Iteration 81Q (3843.450000 sec): 3 clusters
  Score: Raw -19599486.517220 + Penalty 5721.970949 = -19593764.546271
  nChanged 8
		SP:Iteration 82Q (3844.380000 sec): 3 clusters
  Score: Raw -19599487.912873 + Penalty 5721.970949 = -19593765.941924
  nChanged 12
		SP:Iteration 83Q (3845.340000 sec): 3 clusters
  Score: Raw -19599489.658345 + Penalty 5721.970949 = -19593767.687397
  nChanged 8
		SP:Iteration 84Q (3846.120000 sec): 3 clusters
  Score: Raw -19599490.696955 + Penalty 5721.970949 = -19593768.726006
  nChanged 7
		SP:Iteration 85Q (3846.920000 sec): 3 clusters
  Score: Raw -19599491.618644 + Penalty 5721.970949 = -19593769.647695
  nChanged 5
		SP:Iteration 86Q (3847.790000 sec): 3 clusters
  Score: Raw -19599492.343811 + Penalty 5721.970949 = -19593770.372862
  nChanged 4
		SP:Iteration 87Q (3848.670000 sec): 3 clusters
  Score: Raw -19599492.873703 + Penalty 5721.970949 = -19593770.902754
  nChanged 4
		SP:Iteration 88Q (3849.500000 sec): 3 clusters
  Score: Raw -19599493.409448 + Penalty 5721.970949 = -19593771.438499
  nChanged 3
		SP:Iteration 89Q (3850.380000 sec): 3 clusters
  Score: Raw -19599493.806684 + Penalty 5721.970949 = -19593771.835735
  nChanged 3
		SP:Iteration 90Q (3851.150000 sec): 3 clusters
  Score: Raw -19599494.293694 + Penalty 5721.970949 = -19593772.322746
  nChanged 2
		SP:Iteration 91Q (3851.970000 sec): 3 clusters
  Score: Raw -19599494.614347 + Penalty 5721.970949 = -19593772.643399
  nChanged 4
		SP:Iteration 92Q (3852.830000 sec): 3 clusters
  Score: Raw -19599495.215957 + Penalty 5721.970949 = -19593773.245009
  nChanged 2
		SP:Iteration 93Q (3853.750000 sec): 3 clusters
  Score: Raw -19599495.552185 + Penalty 5721.970949 = -19593773.581236
  nChanged 2
		SP:Iteration 94Q (3854.640000 sec): 3 clusters
  Score: Raw -19599495.840591 + Penalty 5721.970949 = -19593773.869642
  nChanged 1
		SP:Iteration 95Q (3855.470000 sec): 3 clusters
  Score: Raw -19599495.988902 + Penalty 5721.970949 = -19593774.017953
  nChanged 1
		SP:Iteration 96Q (3856.350000 sec): 3 clusters
  Score: Raw -19599496.077191 + Penalty 5721.970949 = -19593774.106242
  nChanged 0
		SP:Iteration 97F (3857.250000 sec): 3 clusters
  Score: Raw -19599496.077191 + Penalty 5721.970949 = -19593774.106242
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3857.430000 sec): 2 clusters
  Score: Raw -143304.906812 + Penalty 1686.442177 = -141618.464635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3857.580000 sec): 3 clusters
  Score: Raw -143154.097836 + Penalty 3372.884354 = -139781.213482
  nChanged 224
		SP:Iteration 1F (3857.720000 sec): 3 clusters
  Score: Raw -143580.213815 + Penalty 3372.884354 = -140207.329461
  nChanged 84
		SP:Iteration 2F (3857.920000 sec): 3 clusters
  Score: Raw -143826.063547 + Penalty 3372.884354 = -140453.179193
  nChanged 59
		SP:Iteration 3F (3858.030000 sec): 3 clusters
  Score: Raw -144028.375849 + Penalty 3372.884354 = -140655.491495
  nChanged 53
		SP:Iteration 4F (3858.180000 sec): 3 clusters
  Score: Raw -144168.892214 + Penalty 3372.884354 = -140796.007860
  nChanged 34
		SP:Iteration 5Q (3858.320000 sec): 3 clusters
  Score: Raw -144296.176124 + Penalty 3372.884354 = -140923.291770
  nChanged 29
		SP:Iteration 6Q (3858.490000 sec): 3 clusters
  Score: Raw -144391.444644 + Penalty 3372.884354 = -141018.560290
  nChanged 21
		SP:Iteration 7Q (3858.650000 sec): 3 clusters
  Score: Raw -144456.712330 + Penalty 3372.884354 = -141083.827976
  nChanged 12
		SP:Iteration 8Q (3858.840000 sec): 3 clusters
  Score: Raw -144491.367120 + Penalty 3372.884354 = -141118.482766
  nChanged 12
		SP:Iteration 9Q (3859.020000 sec): 3 clusters
  Score: Raw -144523.835533 + Penalty 3372.884354 = -141150.951179
  nChanged 8
		SP:Iteration 10Q (3859.140000 sec): 3 clusters
  Score: Raw -144542.392307 + Penalty 3372.884354 = -141169.507953
  nChanged 5
		SP:Iteration 11Q (3859.290000 sec): 3 clusters
  Score: Raw -144551.074863 + Penalty 3372.884354 = -141178.190509
  nChanged 2
		SP:Iteration 12Q (3859.430000 sec): 3 clusters
  Score: Raw -144553.516289 + Penalty 3372.884354 = -141180.631935
  nChanged 1
		SP:Iteration 13Q (3859.590000 sec): 3 clusters
  Score: Raw -144556.196397 + Penalty 3372.884354 = -141183.312043
  nChanged 4
		SP:Iteration 14Q (3859.760000 sec): 3 clusters
  Score: Raw -144562.511673 + Penalty 3372.884354 = -141189.627319
  nChanged 6
		SP:Iteration 15Q (3859.930000 sec): 3 clusters
  Score: Raw -144570.477518 + Penalty 3372.884354 = -141197.593164
  nChanged 3
		SP:Iteration 16Q (3860.130000 sec): 3 clusters
  Score: Raw -144576.157759 + Penalty 3372.884354 = -141203.273405
  nChanged 4
		SP:Iteration 17Q (3860.310000 sec): 3 clusters
  Score: Raw -144586.575780 + Penalty 3372.884354 = -141213.691426
  nChanged 4
		SP:Iteration 18Q (3860.470000 sec): 3 clusters
  Score: Raw -144595.243017 + Penalty 3372.884354 = -141222.358663
  nChanged 2
		SP:Iteration 19Q (3860.640000 sec): 3 clusters
  Score: Raw -144599.814549 + Penalty 3372.884354 = -141226.930195
  nChanged 3
		SP:Iteration 20F (3860.800000 sec): 3 clusters
  Score: Raw -144604.170196 + Penalty 3372.884354 = -141231.285842
  nChanged 2
		SP:Iteration 21Q (3860.970000 sec): 3 clusters
  Score: Raw -144607.150701 + Penalty 3372.884354 = -141234.266347
  nChanged 2
		SP:Iteration 22Q (3861.140000 sec): 3 clusters
  Score: Raw -144613.039760 + Penalty 3372.884354 = -141240.155406
  nChanged 6
		SP:Iteration 23Q (3861.350000 sec): 3 clusters
  Score: Raw -144630.360875 + Penalty 3372.884354 = -141257.476522
  nChanged 5
		SP:Iteration 24Q (3861.570000 sec): 3 clusters
  Score: Raw -144640.135037 + Penalty 3372.884354 = -141267.250683
  nChanged 5
		SP:Iteration 25Q (3861.780000 sec): 3 clusters
  Score: Raw -144651.512014 + Penalty 3372.884354 = -141278.627660
  nChanged 2
		SP:Iteration 26Q (3861.970000 sec): 3 clusters
  Score: Raw -144654.642587 + Penalty 3372.884354 = -141281.758233
  nChanged 0
		SP:Iteration 27F (3862.110000 sec): 3 clusters
  Score: Raw -144654.642587 + Penalty 3372.884354 = -141281.758233
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3862.200000 sec): 2 clusters
  Score: Raw -26479.746428 + Penalty 1278.016315 = -25201.730113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3862.380000 sec): 3 clusters
  Score: Raw -26727.112474 + Penalty 2556.032631 = -24171.079843
  nChanged 9
		SP:Iteration 1F (3862.510000 sec): 3 clusters
  Score: Raw -26786.823621 + Penalty 2556.032631 = -24230.790991
  nChanged 2
		SP:Iteration 2Q (3862.640000 sec): 3 clusters
  Score: Raw -26795.876091 + Penalty 2556.032631 = -24239.843460
  nChanged 0
		SP:Iteration 3F (3862.810000 sec): 3 clusters
  Score: Raw -26795.876091 + Penalty 2556.032631 = -24239.843460
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3862.900000 sec): 2 clusters
  Score: Raw -105953.295275 + Penalty 1617.114040 = -104336.181235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3863.070000 sec): 3 clusters
  Score: Raw -105985.665072 + Penalty 3234.228079 = -102751.436993
  nChanged 175
		SP:Iteration 1F (3863.230000 sec): 3 clusters
  Score: Raw -106415.145086 + Penalty 3234.228079 = -103180.917006
  nChanged 89
		SP:Iteration 2F (3863.430000 sec): 3 clusters
  Score: Raw -106766.774687 + Penalty 3234.228079 = -103532.546607
  nChanged 57
		SP:Iteration 3F (3863.630000 sec): 3 clusters
  Score: Raw -107159.057423 + Penalty 3234.228079 = -103924.829344
  nChanged 48
		SP:Iteration 4F (3863.850000 sec): 3 clusters
  Score: Raw -107463.498941 + Penalty 3234.228079 = -104229.270862
  nChanged 32
		SP:Iteration 5Q (3864.010000 sec): 3 clusters
  Score: Raw -108070.126864 + Penalty 3234.228079 = -104835.898785
  nChanged 10
		SP:Iteration 6Q (3864.160000 sec): 3 clusters
  Score: Raw -108169.796621 + Penalty 3234.228079 = -104935.568542
  nChanged 5
		SP:Iteration 7Q (3864.350000 sec): 3 clusters
  Score: Raw -108190.275092 + Penalty 3234.228079 = -104956.047013
  nChanged 2
		SP:Iteration 8Q (3864.510000 sec): 3 clusters
  Score: Raw -108195.962659 + Penalty 3234.228079 = -104961.734580
  nChanged 1
		SP:Iteration 9Q (3864.690000 sec): 3 clusters
  Score: Raw -108199.250283 + Penalty 3234.228079 = -104965.022204
  nChanged 3
		SP:Iteration 10Q (3864.830000 sec): 3 clusters
  Score: Raw -108205.134285 + Penalty 3234.228079 = -104970.906205
  nChanged 5
		SP:Iteration 11Q (3865.010000 sec): 3 clusters
  Score: Raw -108233.250605 + Penalty 3234.228079 = -104999.022526
  nChanged 7
		SP:Iteration 12Q (3865.200000 sec): 3 clusters
  Score: Raw -108273.117438 + Penalty 3234.228079 = -105038.889359
  nChanged 7
		SP:Iteration 13Q (3865.410000 sec): 3 clusters
  Score: Raw -108361.400832 + Penalty 3234.228079 = -105127.172753
  nChanged 11
		SP:Iteration 14Q (3865.540000 sec): 3 clusters
  Score: Raw -108610.025302 + Penalty 3234.228079 = -105375.797223
  nChanged 2
		SP:Iteration 15Q (3865.650000 sec): 3 clusters
  Score: Raw -108660.429352 + Penalty 3234.228079 = -105426.201273
  nChanged 0
		SP:Iteration 16F (3865.860000 sec): 3 clusters
  Score: Raw -108660.429352 + Penalty 3234.228079 = -105426.201273
  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 3.86 GB.

 Trying to split cluster 31 (614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3865.940000 sec): 2 clusters
  Score: Raw -87453.827721 + Penalty 1592.158742 = -85861.668979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3866.080000 sec): 3 clusters
  Score: Raw -87509.882730 + Penalty 3184.317484 = -84325.565246
  nChanged 128
		SP:Iteration 1F (3866.250000 sec): 3 clusters
  Score: Raw -87718.811702 + Penalty 3184.317484 = -84534.494218
  nChanged 32
		SP:Iteration 2F (3866.420000 sec): 3 clusters
  Score: Raw -87769.587047 + Penalty 3184.317484 = -84585.269562
  nChanged 12
		SP:Iteration 3Q (3866.600000 sec): 3 clusters
  Score: Raw -87806.990643 + Penalty 3184.317484 = -84622.673158
  nChanged 14
		SP:Iteration 4Q (3866.760000 sec): 3 clusters
  Score: Raw -87829.499360 + Penalty 3184.317484 = -84645.181875
  nChanged 11
		SP:Iteration 5Q (3866.930000 sec): 3 clusters
  Score: Raw -87853.106440 + Penalty 3184.317484 = -84668.788956
  nChanged 9
		SP:Iteration 6Q (3867.090000 sec): 3 clusters
  Score: Raw -87865.895719 + Penalty 3184.317484 = -84681.578235
  nChanged 8
		SP:Iteration 7Q (3867.260000 sec): 3 clusters
  Score: Raw -87878.668682 + Penalty 3184.317484 = -84694.351197
  nChanged 5
		SP:Iteration 8Q (3867.420000 sec): 3 clusters
  Score: Raw -87903.132250 + Penalty 3184.317484 = -84718.814766
  nChanged 8
		SP:Iteration 9Q (3867.580000 sec): 3 clusters
  Score: Raw -87925.781598 + Penalty 3184.317484 = -84741.464114
  nChanged 7
		SP:Iteration 10Q (3867.740000 sec): 3 clusters
  Score: Raw -87944.742503 + Penalty 3184.317484 = -84760.425018
  nChanged 7
		SP:Iteration 11Q (3867.900000 sec): 3 clusters
  Score: Raw -87953.995837 + Penalty 3184.317484 = -84769.678353
  nChanged 7
		SP:Iteration 12Q (3868.060000 sec): 3 clusters
  Score: Raw -87975.307674 + Penalty 3184.317484 = -84790.990189
  nChanged 4
		SP:Iteration 13Q (3868.220000 sec): 3 clusters
  Score: Raw -87993.388534 + Penalty 3184.317484 = -84809.071050
  nChanged 8
		SP:Iteration 14Q (3868.380000 sec): 3 clusters
  Score: Raw -88015.264743 + Penalty 3184.317484 = -84830.947258
  nChanged 7
		SP:Iteration 15Q (3868.540000 sec): 3 clusters
  Score: Raw -88040.480125 + Penalty 3184.317484 = -84856.162641
  nChanged 9
		SP:Iteration 16Q (3868.700000 sec): 3 clusters
  Score: Raw -88069.158402 + Penalty 3184.317484 = -84884.840918
  nChanged 7
		SP:Iteration 17Q (3868.860000 sec): 3 clusters
  Score: Raw -88090.408358 + Penalty 3184.317484 = -84906.090874
  nChanged 10
		SP:Iteration 18Q (3869.030000 sec): 3 clusters
  Score: Raw -88107.927214 + Penalty 3184.317484 = -84923.609729
  nChanged 5
		SP:Iteration 19Q (3869.180000 sec): 3 clusters
  Score: Raw -88118.646258 + Penalty 3184.317484 = -84934.328774
  nChanged 1
		SP:Iteration 20F (3869.340000 sec): 3 clusters
  Score: Raw -88120.956997 + Penalty 3184.317484 = -84936.639513
  nChanged 3
		SP:Iteration 21Q (3869.500000 sec): 3 clusters
  Score: Raw -88127.505729 + Penalty 3184.317484 = -84943.188244
  nChanged 1
		SP:Iteration 22Q (3869.660000 sec): 3 clusters
  Score: Raw -88128.809511 + Penalty 3184.317484 = -84944.492026
  nChanged 1
		SP:Iteration 23Q (3869.820000 sec): 3 clusters
  Score: Raw -88130.243122 + Penalty 3184.317484 = -84945.925638
  nChanged 1
		SP:Iteration 24Q (3869.980000 sec): 3 clusters
  Score: Raw -88130.936027 + Penalty 3184.317484 = -84946.618542
  nChanged 1
		SP:Iteration 25Q (3870.140000 sec): 3 clusters
  Score: Raw -88136.412148 + Penalty 3184.317484 = -84952.094664
  nChanged 1
		SP:Iteration 26Q (3870.300000 sec): 3 clusters
  Score: Raw -88137.358678 + Penalty 3184.317484 = -84953.041193
  nChanged 0
		SP:Iteration 27F (3870.460000 sec): 3 clusters
  Score: Raw -88137.358678 + Penalty 3184.317484 = -84953.041193
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (15537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3870.620000 sec): 2 clusters
  Score: Raw -2655233.271020 + Penalty 2393.442930 = -2652839.828090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3870.930000 sec): 3 clusters
  Score: Raw -2646420.388930 + Penalty 4786.885859 = -2641633.503071
  nChanged 6695
		SP:Iteration 1F (3871.220000 sec): 3 clusters
  Score: Raw -2650083.452179 + Penalty 4786.885859 = -2645296.566319
  nChanged 925
		SP:Iteration 2F (3871.500000 sec): 3 clusters
  Score: Raw -2650512.467745 + Penalty 4786.885859 = -2645725.581885
  nChanged 778
		SP:Iteration 3F (3871.790000 sec): 3 clusters
  Score: Raw -2650931.270680 + Penalty 4786.885859 = -2646144.384820
  nChanged 805
		SP:Iteration 4F (3872.090000 sec): 3 clusters
  Score: Raw -2651343.185922 + Penalty 4786.885859 = -2646556.300063
  nChanged 788
		SP:Iteration 5F (3872.400000 sec): 3 clusters
  Score: Raw -2651759.073659 + Penalty 4786.885859 = -2646972.187800
  nChanged 748
		SP:Iteration 6Q (3872.690000 sec): 3 clusters
  Score: Raw -2652113.152031 + Penalty 4786.885859 = -2647326.266171
  nChanged 661
		SP:Iteration 7Q (3872.980000 sec): 3 clusters
  Score: Raw -2652407.686268 + Penalty 4786.885859 = -2647620.800409
  nChanged 625
		SP:Iteration 8Q (3873.260000 sec): 3 clusters
  Score: Raw -2652714.556671 + Penalty 4786.885859 = -2647927.670811
  nChanged 654
		SP:Iteration 9Q (3873.560000 sec): 3 clusters
  Score: Raw -2653045.380781 + Penalty 4786.885859 = -2648258.494922
  nChanged 658
		SP:Iteration 10Q (3873.840000 sec): 3 clusters
  Score: Raw -2653436.222904 + Penalty 4786.885859 = -2648649.337044
  nChanged 715
		SP:Iteration 11Q (3874.180000 sec): 3 clusters
  Score: Raw -2653877.704251 + Penalty 4786.885859 = -2649090.818392
  nChanged 700
		SP:Iteration 12Q (3874.440000 sec): 3 clusters
  Score: Raw -2654333.910716 + Penalty 4786.885859 = -2649547.024857
  nChanged 643
		SP:Iteration 13Q (3874.770000 sec): 3 clusters
  Score: Raw -2654753.810248 + Penalty 4786.885859 = -2649966.924389
  nChanged 580
		SP:Iteration 14Q (3874.990000 sec): 3 clusters
  Score: Raw -2655136.827136 + Penalty 4786.885859 = -2650349.941277
  nChanged 488
		SP:Iteration 15Q (3875.290000 sec): 3 clusters
  Score: Raw -2655455.117848 + Penalty 4786.885859 = -2650668.231989
  nChanged 365
		SP:Iteration 16Q (3875.580000 sec): 3 clusters
  Score: Raw -2655691.598388 + Penalty 4786.885859 = -2650904.712529
  nChanged 262
		SP:Iteration 17Q (3875.860000 sec): 3 clusters
  Score: Raw -2655839.770300 + Penalty 4786.885859 = -2651052.884440
  nChanged 194
		SP:Iteration 18Q (3876.180000 sec): 3 clusters
  Score: Raw -2655955.468249 + Penalty 4786.885859 = -2651168.582390
  nChanged 156
		SP:Iteration 19Q (3876.440000 sec): 3 clusters
  Score: Raw -2656053.458150 + Penalty 4786.885859 = -2651266.572291
  nChanged 116
		SP:Iteration 20F (3876.760000 sec): 3 clusters
  Score: Raw -2656117.570102 + Penalty 4786.885859 = -2651330.684243
  nChanged 76
		SP:Iteration 21Q (3876.980000 sec): 3 clusters
  Score: Raw -2656161.480458 + Penalty 4786.885859 = -2651374.594599
  nChanged 54
		SP:Iteration 22Q (3877.300000 sec): 3 clusters
  Score: Raw -2656192.581195 + Penalty 4786.885859 = -2651405.695336
  nChanged 41
		SP:Iteration 23Q (3877.590000 sec): 3 clusters
  Score: Raw -2656216.461560 + Penalty 4786.885859 = -2651429.575701
  nChanged 37
		SP:Iteration 24Q (3877.890000 sec): 3 clusters
  Score: Raw -2656234.397466 + Penalty 4786.885859 = -2651447.511607
  nChanged 29
		SP:Iteration 25Q (3878.130000 sec): 3 clusters
  Score: Raw -2656248.452710 + Penalty 4786.885859 = -2651461.566851
  nChanged 24
		SP:Iteration 26Q (3878.430000 sec): 3 clusters
  Score: Raw -2656260.970728 + Penalty 4786.885859 = -2651474.084868
  nChanged 14
		SP:Iteration 27Q (3878.700000 sec): 3 clusters
  Score: Raw -2656271.358343 + Penalty 4786.885859 = -2651484.472484
  nChanged 17
		SP:Iteration 28Q (3878.930000 sec): 3 clusters
  Score: Raw -2656284.077144 + Penalty 4786.885859 = -2651497.191284
  nChanged 15
		SP:Iteration 29Q (3879.230000 sec): 3 clusters
  Score: Raw -2656291.801079 + Penalty 4786.885859 = -2651504.915219
  nChanged 17
		SP:Iteration 30Q (3879.470000 sec): 3 clusters
  Score: Raw -2656300.013831 + Penalty 4786.885859 = -2651513.127971
  nChanged 12
		SP:Iteration 31Q (3879.680000 sec): 3 clusters
  Score: Raw -2656304.029337 + Penalty 4786.885859 = -2651517.143478
  nChanged 10
		SP:Iteration 32Q (3879.990000 sec): 3 clusters
  Score: Raw -2656308.107233 + Penalty 4786.885859 = -2651521.221374
  nChanged 11
		SP:Iteration 33Q (3880.270000 sec): 3 clusters
  Score: Raw -2656314.956379 + Penalty 4786.885859 = -2651528.070519
  nChanged 16
		SP:Iteration 34Q (3880.550000 sec): 3 clusters
  Score: Raw -2656323.755017 + Penalty 4786.885859 = -2651536.869158
  nChanged 9
		SP:Iteration 35Q (3880.760000 sec): 3 clusters
  Score: Raw -2656326.841671 + Penalty 4786.885859 = -2651539.955812
  nChanged 8
		SP:Iteration 36Q (3880.990000 sec): 3 clusters
  Score: Raw -2656330.025701 + Penalty 4786.885859 = -2651543.139842
  nChanged 9
		SP:Iteration 37Q (3881.290000 sec): 3 clusters
  Score: Raw -2656334.492826 + Penalty 4786.885859 = -2651547.606967
  nChanged 8
		SP:Iteration 38Q (3881.550000 sec): 3 clusters
  Score: Raw -2656338.757918 + Penalty 4786.885859 = -2651551.872058
  nChanged 6
		SP:Iteration 39Q (3881.780000 sec): 3 clusters
  Score: Raw -2656343.081992 + Penalty 4786.885859 = -2651556.196132
  nChanged 3
		SP:Iteration 40F (3882.140000 sec): 3 clusters
  Score: Raw -2656344.475320 + Penalty 4786.885859 = -2651557.589461
  nChanged 4
		SP:Iteration 41Q (3882.420000 sec): 3 clusters
  Score: Raw -2656345.789110 + Penalty 4786.885859 = -2651558.903251
  nChanged 1
		SP:Iteration 42Q (3882.660000 sec): 3 clusters
  Score: Raw -2656346.077293 + Penalty 4786.885859 = -2651559.191433
  nChanged 1
		SP:Iteration 43Q (3882.940000 sec): 3 clusters
  Score: Raw -2656346.195175 + Penalty 4786.885859 = -2651559.309316
  nChanged 0
		SP:Iteration 44F (3883.210000 sec): 3 clusters
  Score: Raw -2656346.195175 + Penalty 4786.885859 = -2651559.309316
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3883.310000 sec): 2 clusters
  Score: Raw -19653.833396 + Penalty 1351.857536 = -18301.975859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3883.430000 sec): 3 clusters
  Score: Raw -19943.390268 + Penalty 2703.715073 = -17239.675195
  nChanged 36
		SP:Iteration 1F (3883.590000 sec): 3 clusters
  Score: Raw -20130.079738 + Penalty 2703.715073 = -17426.364665
  nChanged 17
		SP:Iteration 2F (3883.730000 sec): 3 clusters
  Score: Raw -20277.479144 + Penalty 2703.715073 = -17573.764072
  nChanged 7
		SP:Iteration 3Q (3883.900000 sec): 3 clusters
  Score: Raw -20319.275081 + Penalty 2703.715073 = -17615.560008
  nChanged 4
		SP:Iteration 4Q (3884.120000 sec): 3 clusters
  Score: Raw -20334.430505 + Penalty 2703.715073 = -17630.715432
  nChanged 2
		SP:Iteration 5Q (3884.240000 sec): 3 clusters
  Score: Raw -20342.066632 + Penalty 2703.715073 = -17638.351559
  nChanged 2
		SP:Iteration 6Q (3884.400000 sec): 3 clusters
  Score: Raw -20349.844307 + Penalty 2703.715073 = -17646.129234
  nChanged 1
		SP:Iteration 7Q (3884.590000 sec): 3 clusters
  Score: Raw -20354.655983 + Penalty 2703.715073 = -17650.940910
  nChanged 2
		SP:Iteration 8Q (3884.790000 sec): 3 clusters
  Score: Raw -20363.939330 + Penalty 2703.715073 = -17660.224257
  nChanged 2
		SP:Iteration 9Q (3884.920000 sec): 3 clusters
  Score: Raw -20370.765418 + Penalty 2703.715073 = -17667.050346
  nChanged 1
		SP:Iteration 10Q (3885.120000 sec): 3 clusters
  Score: Raw -20377.738455 + Penalty 2703.715073 = -17674.023383
  nChanged 1
		SP:Iteration 11Q (3885.260000 sec): 3 clusters
  Score: Raw -20387.929142 + Penalty 2703.715073 = -17684.214069
  nChanged 0
		SP:Iteration 12F (3885.440000 sec): 3 clusters
  Score: Raw -20387.929142 + Penalty 2703.715073 = -17684.214069
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3885.500000 sec): 2 clusters
  Score: Raw -36062.650748 + Penalty 1420.258241 = -34642.392507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3885.700000 sec): 3 clusters
  Score: Raw -36387.128234 + Penalty 2840.516483 = -33546.611752
  nChanged 76
		SP:Iteration 1F (3885.880000 sec): 3 clusters
  Score: Raw -36807.404611 + Penalty 2840.516483 = -33966.888128
  nChanged 19
		SP:Iteration 2F (3886.010000 sec): 3 clusters
  Score: Raw -36967.046602 + Penalty 2840.516483 = -34126.530119
  nChanged 4
		SP:Iteration 3Q (3886.210000 sec): 3 clusters
  Score: Raw -37029.136665 + Penalty 2840.516483 = -34188.620182
  nChanged 3
		SP:Iteration 4Q (3886.390000 sec): 3 clusters
  Score: Raw -37039.322553 + Penalty 2840.516483 = -34198.806070
  nChanged 0
		SP:Iteration 5F (3886.500000 sec): 3 clusters
  Score: Raw -37039.322553 + Penalty 2840.516483 = -34198.806070
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3886.590000 sec): 2 clusters
  Score: Raw -44212.917994 + Penalty 1445.578513 = -42767.339480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3886.720000 sec): 3 clusters
  Score: Raw -44824.650657 + Penalty 2891.157026 = -41933.493631
  nChanged 94
		SP:Iteration 1F (3886.900000 sec): 3 clusters
  Score: Raw -45236.900079 + Penalty 2891.157026 = -42345.743053
  nChanged 19
		SP:Iteration 2F (3887.050000 sec): 3 clusters
  Score: Raw -45341.079082 + Penalty 2891.157026 = -42449.922056
  nChanged 10
		SP:Iteration 3Q (3887.220000 sec): 3 clusters
  Score: Raw -45398.737361 + Penalty 2891.157026 = -42507.580335
  nChanged 9
		SP:Iteration 4Q (3887.420000 sec): 3 clusters
  Score: Raw -45432.113883 + Penalty 2891.157026 = -42540.956856
  nChanged 3
		SP:Iteration 5Q (3887.560000 sec): 3 clusters
  Score: Raw -45439.149761 + Penalty 2891.157026 = -42547.992735
  nChanged 0
		SP:Iteration 6F (3887.760000 sec): 3 clusters
  Score: Raw -45439.149761 + Penalty 2891.157026 = -42547.992735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3887.860000 sec): 2 clusters
  Score: Raw -152695.801381 + Penalty 1693.520594 = -151002.280787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3888.040000 sec): 3 clusters
  Score: Raw -152568.942978 + Penalty 3387.041188 = -149181.901790
  nChanged 252
		SP:Iteration 1F (3888.260000 sec): 3 clusters
  Score: Raw -152922.560777 + Penalty 3387.041188 = -149535.519589
  nChanged 67
		SP:Iteration 2F (3888.380000 sec): 3 clusters
  Score: Raw -153066.381794 + Penalty 3387.041188 = -149679.340606
  nChanged 51
		SP:Iteration 3F (3888.520000 sec): 3 clusters
  Score: Raw -153167.891791 + Penalty 3387.041188 = -149780.850604
  nChanged 51
		SP:Iteration 4F (3888.670000 sec): 3 clusters
  Score: Raw -153251.715861 + Penalty 3387.041188 = -149864.674673
  nChanged 41
		SP:Iteration 5Q (3888.800000 sec): 3 clusters
  Score: Raw -153336.756449 + Penalty 3387.041188 = -149949.715262
  nChanged 34
		SP:Iteration 6Q (3889.030000 sec): 3 clusters
  Score: Raw -153440.252104 + Penalty 3387.041188 = -150053.210916
  nChanged 25
		SP:Iteration 7Q (3889.150000 sec): 3 clusters
  Score: Raw -153491.801395 + Penalty 3387.041188 = -150104.760207
  nChanged 19
		SP:Iteration 8Q (3889.330000 sec): 3 clusters
  Score: Raw -153543.650265 + Penalty 3387.041188 = -150156.609077
  nChanged 12
		SP:Iteration 9Q (3889.520000 sec): 3 clusters
  Score: Raw -153573.963908 + Penalty 3387.041188 = -150186.922720
  nChanged 11
		SP:Iteration 10Q (3889.680000 sec): 3 clusters
  Score: Raw -153615.064609 + Penalty 3387.041188 = -150228.023421
  nChanged 16
		SP:Iteration 11Q (3889.870000 sec): 3 clusters
  Score: Raw -153668.863620 + Penalty 3387.041188 = -150281.822432
  nChanged 9
		SP:Iteration 12Q (3890.040000 sec): 3 clusters
  Score: Raw -153692.909171 + Penalty 3387.041188 = -150305.867983
  nChanged 7
		SP:Iteration 13Q (3890.170000 sec): 3 clusters
  Score: Raw -153713.028250 + Penalty 3387.041188 = -150325.987062
  nChanged 8
		SP:Iteration 14Q (3890.330000 sec): 3 clusters
  Score: Raw -153727.940811 + Penalty 3387.041188 = -150340.899623
  nChanged 7
		SP:Iteration 15Q (3890.550000 sec): 3 clusters
  Score: Raw -153743.155350 + Penalty 3387.041188 = -150356.114163
  nChanged 7
		SP:Iteration 16Q (3890.780000 sec): 3 clusters
  Score: Raw -153759.191114 + Penalty 3387.041188 = -150372.149927
  nChanged 10
		SP:Iteration 17Q (3890.880000 sec): 3 clusters
  Score: Raw -153789.765897 + Penalty 3387.041188 = -150402.724710
  nChanged 13
		SP:Iteration 18Q (3891.110000 sec): 3 clusters
  Score: Raw -153825.127062 + Penalty 3387.041188 = -150438.085875
  nChanged 13
		SP:Iteration 19Q (3891.280000 sec): 3 clusters
  Score: Raw -153864.817946 + Penalty 3387.041188 = -150477.776758
  nChanged 12
		SP:Iteration 20F (3891.430000 sec): 3 clusters
  Score: Raw -153910.554956 + Penalty 3387.041188 = -150523.513768
  nChanged 18
		SP:Iteration 21Q (3891.580000 sec): 3 clusters
  Score: Raw -153966.940656 + Penalty 3387.041188 = -150579.899468
  nChanged 17
		SP:Iteration 22Q (3891.770000 sec): 3 clusters
  Score: Raw -154008.678205 + Penalty 3387.041188 = -150621.637017
  nChanged 9
		SP:Iteration 23Q (3891.960000 sec): 3 clusters
  Score: Raw -154029.100496 + Penalty 3387.041188 = -150642.059308
  nChanged 7
		SP:Iteration 24Q (3892.120000 sec): 3 clusters
  Score: Raw -154048.495048 + Penalty 3387.041188 = -150661.453861
  nChanged 6
		SP:Iteration 25Q (3892.250000 sec): 3 clusters
  Score: Raw -154062.078867 + Penalty 3387.041188 = -150675.037679
  nChanged 3
		SP:Iteration 26Q (3892.380000 sec): 3 clusters
  Score: Raw -154068.021834 + Penalty 3387.041188 = -150680.980646
  nChanged 8
		SP:Iteration 27Q (3892.520000 sec): 3 clusters
  Score: Raw -154091.113674 + Penalty 3387.041188 = -150704.072486
  nChanged 8
		SP:Iteration 28Q (3892.620000 sec): 3 clusters
  Score: Raw -154118.852512 + Penalty 3387.041188 = -150731.811324
  nChanged 10
		SP:Iteration 29Q (3892.770000 sec): 3 clusters
  Score: Raw -154153.824797 + Penalty 3387.041188 = -150766.783610
  nChanged 16
		SP:Iteration 30Q (3892.900000 sec): 3 clusters
  Score: Raw -154199.470314 + Penalty 3387.041188 = -150812.429126
  nChanged 11
		SP:Iteration 31Q (3893.040000 sec): 3 clusters
  Score: Raw -154232.429196 + Penalty 3387.041188 = -150845.388008
  nChanged 13
		SP:Iteration 32Q (3893.200000 sec): 3 clusters
  Score: Raw -154268.248558 + Penalty 3387.041188 = -150881.207370
  nChanged 12
		SP:Iteration 33Q (3893.300000 sec): 3 clusters
  Score: Raw -154308.787301 + Penalty 3387.041188 = -150921.746113
  nChanged 9
		SP:Iteration 34Q (3893.470000 sec): 3 clusters
  Score: Raw -154325.618361 + Penalty 3387.041188 = -150938.577173
  nChanged 11
		SP:Iteration 35Q (3893.570000 sec): 3 clusters
  Score: Raw -154353.170011 + Penalty 3387.041188 = -150966.128823
  nChanged 6
		SP:Iteration 36Q (3893.710000 sec): 3 clusters
  Score: Raw -154363.893720 + Penalty 3387.041188 = -150976.852533
  nChanged 2
		SP:Iteration 37Q (3893.820000 sec): 3 clusters
  Score: Raw -154368.286243 + Penalty 3387.041188 = -150981.245055
  nChanged 1
		SP:Iteration 38Q (3893.940000 sec): 3 clusters
  Score: Raw -154371.012170 + Penalty 3387.041188 = -150983.970982
  nChanged 0
		SP:Iteration 39F (3894.110000 sec): 3 clusters
  Score: Raw -154371.012170 + Penalty 3387.041188 = -150983.970982
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (22488 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3894.360000 sec): 2 clusters
  Score: Raw -3926348.980162 + Penalty 2485.142804 = -3923863.837358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3894.710000 sec): 3 clusters
  Score: Raw -3913193.435517 + Penalty 4970.285608 = -3908223.149909
  nChanged 9848
		SP:Iteration 1F (3895.060000 sec): 3 clusters
  Score: Raw -3919034.750299 + Penalty 4970.285608 = -3914064.464691
  nChanged 1586
		SP:Iteration 2F (3895.380000 sec): 3 clusters
  Score: Raw -3920330.467079 + Penalty 4970.285608 = -3915360.181471
  nChanged 1639
		SP:Iteration 3F (3895.710000 sec): 3 clusters
  Score: Raw -3921730.805266 + Penalty 4970.285608 = -3916760.519658
  nChanged 1667
		SP:Iteration 4F (3896.130000 sec): 3 clusters
  Score: Raw -3923082.068343 + Penalty 4970.285608 = -3918111.782735
  nChanged 1544
		SP:Iteration 5F (3896.440000 sec): 3 clusters
  Score: Raw -3924309.443037 + Penalty 4970.285608 = -3919339.157429
  nChanged 1345
		SP:Iteration 6F (3896.740000 sec): 3 clusters
  Score: Raw -3925208.410016 + Penalty 4970.285608 = -3920238.124408
  nChanged 1092
		SP:Iteration 7Q (3897.040000 sec): 3 clusters
  Score: Raw -3925784.075583 + Penalty 4970.285608 = -3920813.789975
  nChanged 874
		SP:Iteration 8Q (3897.390000 sec): 3 clusters
  Score: Raw -3926194.318057 + Penalty 4970.285608 = -3921224.032449
  nChanged 659
		SP:Iteration 9Q (3897.760000 sec): 3 clusters
  Score: Raw -3926472.064924 + Penalty 4970.285608 = -3921501.779316
  nChanged 569
		SP:Iteration 10Q (3898.140000 sec): 3 clusters
  Score: Raw -3926698.838456 + Penalty 4970.285608 = -3921728.552848
  nChanged 488
		SP:Iteration 11Q (3898.450000 sec): 3 clusters
  Score: Raw -3926884.788999 + Penalty 4970.285608 = -3921914.503391
  nChanged 416
		SP:Iteration 12Q (3898.820000 sec): 3 clusters
  Score: Raw -3927022.014025 + Penalty 4970.285608 = -3922051.728418
  nChanged 351
		SP:Iteration 13Q (3899.130000 sec): 3 clusters
  Score: Raw -3927128.923416 + Penalty 4970.285608 = -3922158.637808
  nChanged 306
		SP:Iteration 14Q (3899.470000 sec): 3 clusters
  Score: Raw -3927235.435022 + Penalty 4970.285608 = -3922265.149414
  nChanged 345
		SP:Iteration 15Q (3899.780000 sec): 3 clusters
  Score: Raw -3927360.496288 + Penalty 4970.285608 = -3922390.210680
  nChanged 340
		SP:Iteration 16Q (3900.080000 sec): 3 clusters
  Score: Raw -3927482.530976 + Penalty 4970.285608 = -3922512.245368
  nChanged 352
		SP:Iteration 17Q (3900.430000 sec): 3 clusters
  Score: Raw -3927625.727673 + Penalty 4970.285608 = -3922655.442065
  nChanged 394
		SP:Iteration 18Q (3900.810000 sec): 3 clusters
  Score: Raw -3927800.924516 + Penalty 4970.285608 = -3922830.638908
  nChanged 388
		SP:Iteration 19Q (3901.160000 sec): 3 clusters
  Score: Raw -3927984.065205 + Penalty 4970.285608 = -3923013.779597
  nChanged 430
		SP:Iteration 20F (3901.450000 sec): 3 clusters
  Score: Raw -3928216.689737 + Penalty 4970.285608 = -3923246.404129
  nChanged 458
		SP:Iteration 21Q (3901.810000 sec): 3 clusters
  Score: Raw -3928511.512914 + Penalty 4970.285608 = -3923541.227306
  nChanged 527
		SP:Iteration 22Q (3902.160000 sec): 3 clusters
  Score: Raw -3928936.192267 + Penalty 4970.285608 = -3923965.906659
  nChanged 515
		SP:Iteration 23Q (3902.490000 sec): 3 clusters
  Score: Raw -3929417.660773 + Penalty 4970.285608 = -3924447.375165
  nChanged 465
		SP:Iteration 24Q (3902.840000 sec): 3 clusters
  Score: Raw -3929849.996183 + Penalty 4970.285608 = -3924879.710575
  nChanged 399
		SP:Iteration 25Q (3903.170000 sec): 3 clusters
  Score: Raw -3930236.919546 + Penalty 4970.285608 = -3925266.633939
  nChanged 335
		SP:Iteration 26Q (3903.510000 sec): 3 clusters
  Score: Raw -3930524.721840 + Penalty 4970.285608 = -3925554.436232
  nChanged 243
		SP:Iteration 27Q (3903.850000 sec): 3 clusters
  Score: Raw -3930695.151388 + Penalty 4970.285608 = -3925724.865780
  nChanged 193
		SP:Iteration 28Q (3904.190000 sec): 3 clusters
  Score: Raw -3930822.710702 + Penalty 4970.285608 = -3925852.425094
  nChanged 128
		SP:Iteration 29Q (3904.510000 sec): 3 clusters
  Score: Raw -3930886.784410 + Penalty 4970.285608 = -3925916.498802
  nChanged 89
		SP:Iteration 30Q (3904.790000 sec): 3 clusters
  Score: Raw -3930924.807570 + Penalty 4970.285608 = -3925954.521962
  nChanged 70
		SP:Iteration 31Q (3905.120000 sec): 3 clusters
  Score: Raw -3930949.098045 + Penalty 4970.285608 = -3925978.812437
  nChanged 45
		SP:Iteration 32Q (3905.440000 sec): 3 clusters
  Score: Raw -3930962.037291 + Penalty 4970.285608 = -3925991.751683
  nChanged 26
		SP:Iteration 33Q (3905.820000 sec): 3 clusters
  Score: Raw -3930968.426818 + Penalty 4970.285608 = -3925998.141210
  nChanged 21
		SP:Iteration 34Q (3906.170000 sec): 3 clusters
  Score: Raw -3930973.607176 + Penalty 4970.285608 = -3926003.321568
  nChanged 14
		SP:Iteration 35Q (3906.500000 sec): 3 clusters
  Score: Raw -3930976.963433 + Penalty 4970.285608 = -3926006.677825
  nChanged 14
		SP:Iteration 36Q (3906.830000 sec): 3 clusters
  Score: Raw -3930979.951301 + Penalty 4970.285608 = -3926009.665693
  nChanged 12
		SP:Iteration 37Q (3907.170000 sec): 3 clusters
  Score: Raw -3930982.918258 + Penalty 4970.285608 = -3926012.632650
  nChanged 11
		SP:Iteration 38Q (3907.490000 sec): 3 clusters
  Score: Raw -3930984.700652 + Penalty 4970.285608 = -3926014.415044
  nChanged 11
		SP:Iteration 39Q (3907.920000 sec): 3 clusters
  Score: Raw -3930987.027900 + Penalty 4970.285608 = -3926016.742292
  nChanged 9
		SP:Iteration 40F (3908.220000 sec): 3 clusters
  Score: Raw -3930988.715197 + Penalty 4970.285608 = -3926018.429589
  nChanged 6
		SP:Iteration 41Q (3908.530000 sec): 3 clusters
  Score: Raw -3930990.167253 + Penalty 4970.285608 = -3926019.881645
  nChanged 7
		SP:Iteration 42Q (3908.880000 sec): 3 clusters
  Score: Raw -3930991.477774 + Penalty 4970.285608 = -3926021.192166
  nChanged 6
		SP:Iteration 43Q (3909.160000 sec): 3 clusters
  Score: Raw -3930992.330489 + Penalty 4970.285608 = -3926022.044881
  nChanged 5
		SP:Iteration 44Q (3909.490000 sec): 3 clusters
  Score: Raw -3930992.910592 + Penalty 4970.285608 = -3926022.624984
  nChanged 4
		SP:Iteration 45Q (3909.840000 sec): 3 clusters
  Score: Raw -3930993.485298 + Penalty 4970.285608 = -3926023.199690
  nChanged 4
		SP:Iteration 46Q (3910.120000 sec): 3 clusters
  Score: Raw -3930993.994314 + Penalty 4970.285608 = -3926023.708706
  nChanged 2
		SP:Iteration 47Q (3910.460000 sec): 3 clusters
  Score: Raw -3930994.140331 + Penalty 4970.285608 = -3926023.854723
  nChanged 1
		SP:Iteration 48Q (3910.740000 sec): 3 clusters
  Score: Raw -3930994.280835 + Penalty 4970.285608 = -3926023.995228
  nChanged 1
		SP:Iteration 49Q (3911.060000 sec): 3 clusters
  Score: Raw -3930994.548313 + Penalty 4970.285608 = -3926024.262705
  nChanged 1
		SP:Iteration 50Q (3911.380000 sec): 3 clusters
  Score: Raw -3930994.659752 + Penalty 4970.285608 = -3926024.374144
  nChanged 0
		SP:Iteration 51F (3911.720000 sec): 3 clusters
  Score: Raw -3930994.659752 + Penalty 4970.285608 = -3926024.374144
  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 3.86 GB.

 Trying to split cluster 39 (155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3911.840000 sec): 2 clusters
  Score: Raw -23705.521104 + Penalty 1250.769429 = -22454.751675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3912.010000 sec): 3 clusters
  Score: Raw -23988.288421 + Penalty 2501.538858 = -21486.749563
  nChanged 5
		SP:Iteration 1Q (3912.230000 sec): 3 clusters
  Score: Raw -24032.271211 + Penalty 2501.538858 = -21530.732353
  nChanged 2
		SP:Iteration 2Q (3912.400000 sec): 3 clusters
  Score: Raw -24047.444557 + Penalty 2501.538858 = -21545.905699
  nChanged 0
		SP:Iteration 3F (3912.540000 sec): 3 clusters
  Score: Raw -24047.444557 + Penalty 2501.538858 = -21545.905699
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (1534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3912.610000 sec): 2 clusters
  Score: Raw -256166.858197 + Penalty 1819.237228 = -254347.620970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3912.720000 sec): 3 clusters
  Score: Raw -255680.159281 + Penalty 3638.474455 = -252041.684826
  nChanged 464
		SP:Iteration 1F (3912.860000 sec): 3 clusters
  Score: Raw -256294.228210 + Penalty 3638.474455 = -252655.753755
  nChanged 176
		SP:Iteration 2F (3913.000000 sec): 3 clusters
  Score: Raw -256738.292677 + Penalty 3638.474455 = -253099.818222
  nChanged 132
		SP:Iteration 3F (3913.140000 sec): 3 clusters
  Score: Raw -257288.445400 + Penalty 3638.474455 = -253649.970945
  nChanged 118
		SP:Iteration 4F (3913.280000 sec): 3 clusters
  Score: Raw -257652.049806 + Penalty 3638.474455 = -254013.575351
  nChanged 94
		SP:Iteration 5F (3913.470000 sec): 3 clusters
  Score: Raw -257902.743248 + Penalty 3638.474455 = -254264.268793
  nChanged 62
		SP:Iteration 6Q (3913.610000 sec): 3 clusters
  Score: Raw -258096.167414 + Penalty 3638.474455 = -254457.692959
  nChanged 35
		SP:Iteration 7Q (3913.700000 sec): 3 clusters
  Score: Raw -258184.992367 + Penalty 3638.474455 = -254546.517912
  nChanged 23
		SP:Iteration 8Q (3913.860000 sec): 3 clusters
  Score: Raw -258258.880895 + Penalty 3638.474455 = -254620.406440
  nChanged 18
		SP:Iteration 9Q (3914.080000 sec): 3 clusters
  Score: Raw -258329.433572 + Penalty 3638.474455 = -254690.959117
  nChanged 15
		SP:Iteration 10Q (3914.250000 sec): 3 clusters
  Score: Raw -258363.868914 + Penalty 3638.474455 = -254725.394459
  nChanged 6
		SP:Iteration 11Q (3914.410000 sec): 3 clusters
  Score: Raw -258371.970794 + Penalty 3638.474455 = -254733.496339
  nChanged 4
		SP:Iteration 12Q (3914.580000 sec): 3 clusters
  Score: Raw -258378.540930 + Penalty 3638.474455 = -254740.066475
  nChanged 2
		SP:Iteration 13Q (3914.760000 sec): 3 clusters
  Score: Raw -258381.252279 + Penalty 3638.474455 = -254742.777824
  nChanged 2
		SP:Iteration 14Q (3914.920000 sec): 3 clusters
  Score: Raw -258383.578859 + Penalty 3638.474455 = -254745.104404
  nChanged 0
		SP:Iteration 15F (3915.100000 sec): 3 clusters
  Score: Raw -258383.578859 + Penalty 3638.474455 = -254745.104404
  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 3.86 GB.

 Trying to split cluster 41 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3915.220000 sec): 2 clusters
  Score: Raw -72437.937117 + Penalty 1586.024876 = -70851.912241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3915.380000 sec): 3 clusters
  Score: Raw -72570.189830 + Penalty 3172.049753 = -69398.140077
  nChanged 159
		SP:Iteration 1F (3915.530000 sec): 3 clusters
  Score: Raw -72935.875978 + Penalty 3172.049753 = -69763.826225
  nChanged 52
		SP:Iteration 2F (3915.710000 sec): 3 clusters
  Score: Raw -73118.921737 + Penalty 3172.049753 = -69946.871984
  nChanged 32
		SP:Iteration 3F (3915.880000 sec): 3 clusters
  Score: Raw -73214.762847 + Penalty 3172.049753 = -70042.713094
  nChanged 21
		SP:Iteration 4Q (3915.950000 sec): 3 clusters
  Score: Raw -73306.408677 + Penalty 3172.049753 = -70134.358925
  nChanged 14
		SP:Iteration 5Q (3916.080000 sec): 3 clusters
  Score: Raw -73398.700253 + Penalty 3172.049753 = -70226.650501
  nChanged 18
		SP:Iteration 6Q (3916.210000 sec): 3 clusters
  Score: Raw -73494.178679 + Penalty 3172.049753 = -70322.128926
  nChanged 6
		SP:Iteration 7Q (3916.380000 sec): 3 clusters
  Score: Raw -73521.305058 + Penalty 3172.049753 = -70349.255305
  nChanged 8
		SP:Iteration 8Q (3916.540000 sec): 3 clusters
  Score: Raw -73544.533042 + Penalty 3172.049753 = -70372.483289
  nChanged 6
		SP:Iteration 9Q (3916.710000 sec): 3 clusters
  Score: Raw -73569.321817 + Penalty 3172.049753 = -70397.272065
  nChanged 7
		SP:Iteration 10Q (3916.850000 sec): 3 clusters
  Score: Raw -73589.409344 + Penalty 3172.049753 = -70417.359591
  nChanged 3
		SP:Iteration 11Q (3917.030000 sec): 3 clusters
  Score: Raw -73599.075088 + Penalty 3172.049753 = -70427.025336
  nChanged 3
		SP:Iteration 12Q (3917.170000 sec): 3 clusters
  Score: Raw -73603.350312 + Penalty 3172.049753 = -70431.300559
  nChanged 0
		SP:Iteration 13F (3917.310000 sec): 3 clusters
  Score: Raw -73603.636769 + Penalty 3172.049753 = -70431.587016
  nChanged 1
		SP:Iteration 14Q (3917.510000 sec): 3 clusters
  Score: Raw -73614.342331 + Penalty 3172.049753 = -70442.292579
  nChanged 3
		SP:Iteration 15Q (3917.670000 sec): 3 clusters
  Score: Raw -73622.248381 + Penalty 3172.049753 = -70450.198629
  nChanged 2
		SP:Iteration 16Q (3917.830000 sec): 3 clusters
  Score: Raw -73628.851110 + Penalty 3172.049753 = -70456.801358
  nChanged 4
		SP:Iteration 17Q (3918.000000 sec): 3 clusters
  Score: Raw -73642.094668 + Penalty 3172.049753 = -70470.044916
  nChanged 1
		SP:Iteration 18Q (3918.170000 sec): 3 clusters
  Score: Raw -73645.432609 + Penalty 3172.049753 = -70473.382857
  nChanged 3
		SP:Iteration 19Q (3918.320000 sec): 3 clusters
  Score: Raw -73653.370770 + Penalty 3172.049753 = -70481.321018
  nChanged 3
		SP:Iteration 20F (3918.420000 sec): 3 clusters
  Score: Raw -73670.862003 + Penalty 3172.049753 = -70498.812250
  nChanged 2
		SP:Iteration 21Q (3918.590000 sec): 3 clusters
  Score: Raw -73678.970192 + Penalty 3172.049753 = -70506.920439
  nChanged 1
		SP:Iteration 22Q (3918.790000 sec): 3 clusters
  Score: Raw -73681.635218 + Penalty 3172.049753 = -70509.585465
  nChanged 0
		SP:Iteration 23F (3918.930000 sec): 3 clusters
  Score: Raw -73681.635218 + Penalty 3172.049753 = -70509.585465
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3919.010000 sec): 2 clusters
  Score: Raw -33742.434953 + Penalty 1350.790868 = -32391.644085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3919.190000 sec): 3 clusters
  Score: Raw -34041.672777 + Penalty 2701.581736 = -31340.091041
  nChanged 26
		SP:Iteration 1F (3919.350000 sec): 3 clusters
  Score: Raw -34160.925022 + Penalty 2701.581736 = -31459.343286
  nChanged 5
		SP:Iteration 2Q (3919.490000 sec): 3 clusters
  Score: Raw -34176.594958 + Penalty 2701.581736 = -31475.013221
  nChanged 2
		SP:Iteration 3Q (3919.630000 sec): 3 clusters
  Score: Raw -34182.392279 + Penalty 2701.581736 = -31480.810543
  nChanged 1
		SP:Iteration 4Q (3919.760000 sec): 3 clusters
  Score: Raw -34188.378699 + Penalty 2701.581736 = -31486.796963
  nChanged 2
		SP:Iteration 5Q (3919.890000 sec): 3 clusters
  Score: Raw -34209.507092 + Penalty 2701.581736 = -31507.925356
  nChanged 7
		SP:Iteration 6Q (3920.100000 sec): 3 clusters
  Score: Raw -34261.236733 + Penalty 2701.581736 = -31559.654997
  nChanged 5
		SP:Iteration 7Q (3920.300000 sec): 3 clusters
  Score: Raw -34279.517873 + Penalty 2701.581736 = -31577.936136
  nChanged 0
		SP:Iteration 8F (3920.500000 sec): 3 clusters
  Score: Raw -34279.517873 + Penalty 2701.581736 = -31577.936136
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3920.590000 sec): 2 clusters
  Score: Raw -324351.857941 + Penalty 1883.780700 = -322468.077242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3920.790000 sec): 3 clusters
  Score: Raw -323733.609684 + Penalty 3767.561399 = -319966.048285
  nChanged 664
		SP:Iteration 1F (3920.970000 sec): 3 clusters
  Score: Raw -324887.403743 + Penalty 3767.561399 = -321119.842344
  nChanged 270
		SP:Iteration 2F (3921.170000 sec): 3 clusters
  Score: Raw -325596.907365 + Penalty 3767.561399 = -321829.345965
  nChanged 166
		SP:Iteration 3F (3921.340000 sec): 3 clusters
  Score: Raw -325897.788633 + Penalty 3767.561399 = -322130.227234
  nChanged 93
		SP:Iteration 4Q (3921.530000 sec): 3 clusters
  Score: Raw -326004.223997 + Penalty 3767.561399 = -322236.662598
  nChanged 59
		SP:Iteration 5Q (3921.670000 sec): 3 clusters
  Score: Raw -326074.466179 + Penalty 3767.561399 = -322306.904780
  nChanged 45
		SP:Iteration 6Q (3921.800000 sec): 3 clusters
  Score: Raw -326125.572391 + Penalty 3767.561399 = -322358.010992
  nChanged 28
		SP:Iteration 7Q (3921.930000 sec): 3 clusters
  Score: Raw -326147.332650 + Penalty 3767.561399 = -322379.771251
  nChanged 18
		SP:Iteration 8Q (3922.060000 sec): 3 clusters
  Score: Raw -326157.739266 + Penalty 3767.561399 = -322390.177866
  nChanged 17
		SP:Iteration 9Q (3922.200000 sec): 3 clusters
  Score: Raw -326167.332558 + Penalty 3767.561399 = -322399.771159
  nChanged 12
		SP:Iteration 10Q (3922.330000 sec): 3 clusters
  Score: Raw -326174.649361 + Penalty 3767.561399 = -322407.087962
  nChanged 8
		SP:Iteration 11Q (3922.470000 sec): 3 clusters
  Score: Raw -326179.608928 + Penalty 3767.561399 = -322412.047529
  nChanged 8
		SP:Iteration 12Q (3922.600000 sec): 3 clusters
  Score: Raw -326187.424660 + Penalty 3767.561399 = -322419.863261
  nChanged 8
		SP:Iteration 13Q (3922.740000 sec): 3 clusters
  Score: Raw -326190.972220 + Penalty 3767.561399 = -322423.410821
  nChanged 7
		SP:Iteration 14Q (3922.870000 sec): 3 clusters
  Score: Raw -326194.600883 + Penalty 3767.561399 = -322427.039484
  nChanged 7
		SP:Iteration 15Q (3923.010000 sec): 3 clusters
  Score: Raw -326196.508020 + Penalty 3767.561399 = -322428.946620
  nChanged 3
		SP:Iteration 16Q (3923.140000 sec): 3 clusters
  Score: Raw -326198.099708 + Penalty 3767.561399 = -322430.538309
  nChanged 3
		SP:Iteration 17Q (3923.310000 sec): 3 clusters
  Score: Raw -326199.978111 + Penalty 3767.561399 = -322432.416712
  nChanged 2
		SP:Iteration 18Q (3923.490000 sec): 3 clusters
  Score: Raw -326201.023170 + Penalty 3767.561399 = -322433.461771
  nChanged 1
		SP:Iteration 19Q (3923.610000 sec): 3 clusters
  Score: Raw -326201.299745 + Penalty 3767.561399 = -322433.738346
  nChanged 1
		SP:Iteration 20F (3923.770000 sec): 3 clusters
  Score: Raw -326201.860337 + Penalty 3767.561399 = -322434.298937
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3923.900000 sec): 2 clusters
  Score: Raw -163376.637428 + Penalty 1705.824964 = -161670.812464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3924.050000 sec): 3 clusters
  Score: Raw -163151.190749 + Penalty 3411.649928 = -159739.540820
  nChanged 244
		SP:Iteration 1F (3924.170000 sec): 3 clusters
  Score: Raw -163438.794110 + Penalty 3411.649928 = -160027.144182
  nChanged 71
		SP:Iteration 2F (3924.320000 sec): 3 clusters
  Score: Raw -163545.215419 + Penalty 3411.649928 = -160133.565491
  nChanged 30
		SP:Iteration 3Q (3924.410000 sec): 3 clusters
  Score: Raw -163586.764063 + Penalty 3411.649928 = -160175.114135
  nChanged 15
		SP:Iteration 4Q (3924.590000 sec): 3 clusters
  Score: Raw -163609.072785 + Penalty 3411.649928 = -160197.422856
  nChanged 13
		SP:Iteration 5Q (3924.790000 sec): 3 clusters
  Score: Raw -163622.949088 + Penalty 3411.649928 = -160211.299160
  nChanged 9
		SP:Iteration 6Q (3925.000000 sec): 3 clusters
  Score: Raw -163630.558574 + Penalty 3411.649928 = -160218.908646
  nChanged 8
		SP:Iteration 7Q (3925.130000 sec): 3 clusters
  Score: Raw -163640.789096 + Penalty 3411.649928 = -160229.139168
  nChanged 3
		SP:Iteration 8Q (3925.300000 sec): 3 clusters
  Score: Raw -163647.056916 + Penalty 3411.649928 = -160235.406988
  nChanged 7
		SP:Iteration 9Q (3925.520000 sec): 3 clusters
  Score: Raw -163657.846914 + Penalty 3411.649928 = -160246.196985
  nChanged 7
		SP:Iteration 10Q (3925.700000 sec): 3 clusters
  Score: Raw -163665.226161 + Penalty 3411.649928 = -160253.576232
  nChanged 8
		SP:Iteration 11Q (3925.840000 sec): 3 clusters
  Score: Raw -163676.738192 + Penalty 3411.649928 = -160265.088264
  nChanged 13
		SP:Iteration 12Q (3926.020000 sec): 3 clusters
  Score: Raw -163697.875654 + Penalty 3411.649928 = -160286.225726
  nChanged 12
		SP:Iteration 13Q (3926.260000 sec): 3 clusters
  Score: Raw -163720.587510 + Penalty 3411.649928 = -160308.937582
  nChanged 11
		SP:Iteration 14Q (3926.480000 sec): 3 clusters
  Score: Raw -163742.182479 + Penalty 3411.649928 = -160330.532551
  nChanged 11
		SP:Iteration 15Q (3926.660000 sec): 3 clusters
  Score: Raw -163757.513754 + Penalty 3411.649928 = -160345.863826
  nChanged 10
		SP:Iteration 16Q (3926.840000 sec): 3 clusters
  Score: Raw -163770.411750 + Penalty 3411.649928 = -160358.761821
  nChanged 7
		SP:Iteration 17Q (3927.000000 sec): 3 clusters
  Score: Raw -163779.270538 + Penalty 3411.649928 = -160367.620610
  nChanged 7
		SP:Iteration 18Q (3927.160000 sec): 3 clusters
  Score: Raw -163786.914800 + Penalty 3411.649928 = -160375.264871
  nChanged 2
		SP:Iteration 19Q (3927.330000 sec): 3 clusters
  Score: Raw -163789.190683 + Penalty 3411.649928 = -160377.540755
  nChanged 2
		SP:Iteration 20F (3927.490000 sec): 3 clusters
  Score: Raw -163791.218962 + Penalty 3411.649928 = -160379.569034
  nChanged 4
		SP:Iteration 21Q (3927.660000 sec): 3 clusters
  Score: Raw -163797.758114 + Penalty 3411.649928 = -160386.108185
  nChanged 3
		SP:Iteration 22Q (3927.820000 sec): 3 clusters
  Score: Raw -163804.793498 + Penalty 3411.649928 = -160393.143570
  nChanged 4
		SP:Iteration 23Q (3927.980000 sec): 3 clusters
  Score: Raw -163807.449072 + Penalty 3411.649928 = -160395.799143
  nChanged 2
		SP:Iteration 24Q (3928.140000 sec): 3 clusters
  Score: Raw -163809.158183 + Penalty 3411.649928 = -160397.508255
  nChanged 2
		SP:Iteration 25Q (3928.310000 sec): 3 clusters
  Score: Raw -163811.984805 + Penalty 3411.649928 = -160400.334877
  nChanged 2
		SP:Iteration 26Q (3928.470000 sec): 3 clusters
  Score: Raw -163815.083320 + Penalty 3411.649928 = -160403.433392
  nChanged 3
		SP:Iteration 27Q (3928.640000 sec): 3 clusters
  Score: Raw -163823.092097 + Penalty 3411.649928 = -160411.442169
  nChanged 4
		SP:Iteration 28Q (3928.800000 sec): 3 clusters
  Score: Raw -163829.947550 + Penalty 3411.649928 = -160418.297621
  nChanged 4
		SP:Iteration 29Q (3928.960000 sec): 3 clusters
  Score: Raw -163833.683905 + Penalty 3411.649928 = -160422.033977
  nChanged 1
		SP:Iteration 30Q (3929.120000 sec): 3 clusters
  Score: Raw -163834.730529 + Penalty 3411.649928 = -160423.080601
  nChanged 1
		SP:Iteration 31Q (3929.280000 sec): 3 clusters
  Score: Raw -163835.619904 + Penalty 3411.649928 = -160423.969976
  nChanged 1
		SP:Iteration 32Q (3929.440000 sec): 3 clusters
  Score: Raw -163836.396718 + Penalty 3411.649928 = -160424.746790
  nChanged 0
		SP:Iteration 33F (3929.600000 sec): 3 clusters
  Score: Raw -163836.396718 + Penalty 3411.649928 = -160424.746790
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3929.670000 sec): 2 clusters
  Score: Raw -82992.589424 + Penalty 1566.208784 = -81426.380639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3929.840000 sec): 3 clusters
  Score: Raw -83202.402021 + Penalty 3132.417569 = -80069.984452
  nChanged 130
		SP:Iteration 1F (3929.990000 sec): 3 clusters
  Score: Raw -83519.703527 + Penalty 3132.417569 = -80387.285958
  nChanged 31
		SP:Iteration 2F (3930.150000 sec): 3 clusters
  Score: Raw -83605.758459 + Penalty 3132.417569 = -80473.340890
  nChanged 26
		SP:Iteration 3Q (3930.310000 sec): 3 clusters
  Score: Raw -83666.358947 + Penalty 3132.417569 = -80533.941378
  nChanged 25
		SP:Iteration 4Q (3930.470000 sec): 3 clusters
  Score: Raw -83754.899893 + Penalty 3132.417569 = -80622.482324
  nChanged 31
		SP:Iteration 5F (3930.630000 sec): 3 clusters
  Score: Raw -83976.920475 + Penalty 3132.417569 = -80844.502906
  nChanged 40
		SP:Iteration 6F (3930.790000 sec): 3 clusters
  Score: Raw -84520.323400 + Penalty 3132.417569 = -81387.905831
  nChanged 40
		SP:Iteration 7F (3930.950000 sec): 3 clusters
  Score: Raw -84707.245114 + Penalty 3132.417569 = -81574.827545
  nChanged 11
		SP:Iteration 8Q (3931.110000 sec): 3 clusters
  Score: Raw -84829.234609 + Penalty 3132.417569 = -81696.817040
  nChanged 4
		SP:Iteration 9Q (3931.270000 sec): 3 clusters
  Score: Raw -84876.054253 + Penalty 3132.417569 = -81743.636685
  nChanged 3
		SP:Iteration 10Q (3931.430000 sec): 3 clusters
  Score: Raw -84893.048238 + Penalty 3132.417569 = -81760.630669
  nChanged 2
		SP:Iteration 11Q (3931.590000 sec): 3 clusters
  Score: Raw -84928.277125 + Penalty 3132.417569 = -81795.859557
  nChanged 2
		SP:Iteration 12Q (3931.750000 sec): 3 clusters
  Score: Raw -84946.448455 + Penalty 3132.417569 = -81814.030886
  nChanged 2
		SP:Iteration 13Q (3931.910000 sec): 3 clusters
  Score: Raw -84963.356926 + Penalty 3132.417569 = -81830.939358
  nChanged 2
		SP:Iteration 14Q (3932.070000 sec): 3 clusters
  Score: Raw -84969.952627 + Penalty 3132.417569 = -81837.535058
  nChanged 1
		SP:Iteration 15Q (3932.230000 sec): 3 clusters
  Score: Raw -84979.655768 + Penalty 3132.417569 = -81847.238199
  nChanged 1
		SP:Iteration 16Q (3932.390000 sec): 3 clusters
  Score: Raw -84993.742520 + Penalty 3132.417569 = -81861.324951
  nChanged 2
		SP:Iteration 17Q (3932.550000 sec): 3 clusters
  Score: Raw -85015.160724 + Penalty 3132.417569 = -81882.743155
  nChanged 1
		SP:Iteration 18Q (3932.710000 sec): 3 clusters
  Score: Raw -85020.832436 + Penalty 3132.417569 = -81888.414867
  nChanged 1
		SP:Iteration 19Q (3932.870000 sec): 3 clusters
  Score: Raw -85025.797364 + Penalty 3132.417569 = -81893.379795
  nChanged 2
		SP:Iteration 20F (3933.030000 sec): 3 clusters
  Score: Raw -85045.278147 + Penalty 3132.417569 = -81912.860578
  nChanged 5
		SP:Iteration 21Q (3933.190000 sec): 3 clusters
  Score: Raw -85110.103702 + Penalty 3132.417569 = -81977.686133
  nChanged 9
		SP:Iteration 22Q (3933.350000 sec): 3 clusters
  Score: Raw -85249.233360 + Penalty 3132.417569 = -82116.815791
  nChanged 8
		SP:Iteration 23Q (3933.510000 sec): 3 clusters
  Score: Raw -85427.019032 + Penalty 3132.417569 = -82294.601463
  nChanged 1
		SP:Iteration 24Q (3933.670000 sec): 3 clusters
  Score: Raw -85448.222949 + Penalty 3132.417569 = -82315.805380
  nChanged 0
		SP:Iteration 25F (3933.830000 sec): 3 clusters
  Score: Raw -85465.619412 + Penalty 3132.417569 = -82333.201844
  nChanged 2
		SP:Iteration 26Q (3933.990000 sec): 3 clusters
  Score: Raw -85572.989237 + Penalty 3132.417569 = -82440.571668
  nChanged 2
		SP:Iteration 27Q (3934.150000 sec): 3 clusters
  Score: Raw -85771.481151 + Penalty 3132.417569 = -82639.063582
  nChanged 0
		SP:Iteration 28F (3934.310000 sec): 3 clusters
  Score: Raw -85771.481151 + Penalty 3132.417569 = -82639.063582
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Deleting Class 49 (143 points): Lose 3161.267354 but Gain 3262.464713
Iteration 99Q (3981.550000 sec): 52 clusters
  Score: Raw -91365994.844976 + Penalty 166385.700378 = -91199609.144598
  nChanged 2437
Iteration 100F (4050.820000 sec): 52 clusters
  Score: Raw -91371197.513237 + Penalty 166385.700378 = -91204811.812859
  nChanged 3056
Iteration 101Q (4098.120000 sec): 52 clusters
  Score: Raw -91373077.242681 + Penalty 166385.700378 = -91206691.542303
  nChanged 2190
Iteration 102Q (4144.540000 sec): 52 clusters
  Score: Raw -91374044.509440 + Penalty 166385.700378 = -91207658.809062
  nChanged 1682
Iteration 103Q (4191.230000 sec): 52 clusters
  Score: Raw -91374631.265593 + Penalty 166385.700378 = -91208245.565214
  nChanged 1486
Iteration 104Q (4236.640000 sec): 52 clusters
  Score: Raw -91375110.431681 + Penalty 166385.700378 = -91208724.731303
  nChanged 1256
Iteration 105Q (4282.620000 sec): 52 clusters
  Score: Raw -91375484.904974 + Penalty 166385.700378 = -91209099.204595
  nChanged 1110
Iteration 106Q (4328.770000 sec): 52 clusters
  Score: Raw -91375711.579233 + Penalty 166385.700378 = -91209325.878855
  nChanged 943
Iteration 107Q (4376.870000 sec): 52 clusters
  Score: Raw -91375864.340805 + Penalty 166385.700378 = -91209478.640427
  nChanged 764
Iteration 108Q (4423.540000 sec): 52 clusters
  Score: Raw -91375969.928899 + Penalty 166385.700378 = -91209584.228520
  nChanged 636
Iteration 109Q (4469.730000 sec): 52 clusters
  Score: Raw -91376045.153145 + Penalty 166385.700378 = -91209659.452766
  nChanged 536
Iteration 110Q (4517.280000 sec): 52 clusters
  Score: Raw -91376103.115165 + Penalty 166385.700378 = -91209717.414786
  nChanged 492
Iteration 111Q (4564.380000 sec): 52 clusters
  Score: Raw -91376154.530797 + Penalty 166385.700378 = -91209768.830419
  nChanged 396
Iteration 112Q (4609.090000 sec): 52 clusters
  Score: Raw -91376195.289366 + Penalty 166385.700378 = -91209809.588988
  nChanged 330
Iteration 113Q (4645.530000 sec): 52 clusters
  Score: Raw -91376220.203299 + Penalty 166385.700378 = -91209834.502921
  nChanged 282
Iteration 114Q (4691.520000 sec): 52 clusters
  Score: Raw -91376238.398020 + Penalty 166385.700378 = -91209852.697642
  nChanged 232
Iteration 115Q (4740.280000 sec): 52 clusters
  Score: Raw -91376252.784510 + Penalty 166385.700378 = -91209867.084132
  nChanged 204
Iteration 116Q (4785.930000 sec): 52 clusters
  Score: Raw -91376264.920055 + Penalty 166385.700378 = -91209879.219677
  nChanged 156
Iteration 117Q (4831.660000 sec): 52 clusters
  Score: Raw -91376275.611374 + Penalty 166385.700378 = -91209889.910996
  nChanged 136
Iteration 118Q (4877.900000 sec): 52 clusters
  Score: Raw -91376286.227921 + Penalty 166385.700378 = -91209900.527543
  nChanged 125
Iteration 119Q (4922.850000 sec): 52 clusters
  Score: Raw -91376294.192541 + Penalty 166385.700378 = -91209908.492162
  nChanged 115
Iteration 120F (4993.610000 sec): 52 clusters
  Score: Raw -91376471.834524 + Penalty 166385.700378 = -91210086.134146
  nChanged 177
Iteration 121Q (5039.640000 sec): 52 clusters
  Score: Raw -91376648.567696 + Penalty 166385.700378 = -91210262.867318
  nChanged 186
Iteration 122Q (5086.490000 sec): 52 clusters
  Score: Raw -91376721.470843 + Penalty 166385.700378 = -91210335.770464
  nChanged 178
Iteration 123Q (5133.010000 sec): 52 clusters
  Score: Raw -91376757.860897 + Penalty 166385.700378 = -91210372.160519
  nChanged 149
Iteration 124Q (5179.290000 sec): 52 clusters
  Score: Raw -91376777.967503 + Penalty 166385.700378 = -91210392.267125
  nChanged 117
Iteration 125Q (5226.250000 sec): 52 clusters
  Score: Raw -91376788.448724 + Penalty 166385.700378 = -91210402.748346
  nChanged 110
Iteration 126Q (5273.910000 sec): 52 clusters
  Score: Raw -91376797.217503 + Penalty 166385.700378 = -91210411.517125
  nChanged 107
Iteration 127Q (5321.010000 sec): 52 clusters
  Score: Raw -91376809.864391 + Penalty 166385.700378 = -91210424.164012
  nChanged 120
Iteration 128Q (5366.830000 sec): 52 clusters
  Score: Raw -91376822.567879 + Penalty 166385.700378 = -91210436.867501
  nChanged 135
Iteration 129Q (5418.930000 sec): 52 clusters
  Score: Raw -91376835.855682 + Penalty 166385.700378 = -91210450.155304
  nChanged 133
Iteration 130Q (5470.820000 sec): 52 clusters
  Score: Raw -91376850.688952 + Penalty 166385.700378 = -91210464.988574
  nChanged 145
Iteration 131Q (5515.220000 sec): 52 clusters
  Score: Raw -91376864.279128 + Penalty 166385.700378 = -91210478.578750
  nChanged 112
Iteration 132Q (5562.730000 sec): 52 clusters
  Score: Raw -91376874.344114 + Penalty 166385.700378 = -91210488.643736
  nChanged 129
Iteration 133Q (5615.740000 sec): 52 clusters
  Score: Raw -91376886.157424 + Penalty 166385.700378 = -91210500.457046
  nChanged 105
Iteration 134Q (5669.150000 sec): 52 clusters
  Score: Raw -91376900.518678 + Penalty 166385.700378 = -91210514.818299
  nChanged 106
Iteration 135Q (5711.560000 sec): 52 clusters
  Score: Raw -91376908.436271 + Penalty 166385.700378 = -91210522.735893
  nChanged 72
Iteration 136Q (5754.940000 sec): 52 clusters
  Score: Raw -91376912.693129 + Penalty 166385.700378 = -91210526.992751
  nChanged 54
Iteration 137Q (5796.690000 sec): 52 clusters
  Score: Raw -91376915.977185 + Penalty 166385.700378 = -91210530.276807
  nChanged 48
Iteration 138Q (5842.750000 sec): 52 clusters
  Score: Raw -91376918.446750 + Penalty 166385.700378 = -91210532.746371
  nChanged 50
Writing temp clu file 
Because OldScore, -91210530.276807, is greater than current (better) Score,-91210532.746371 
 Compute initial score before splitting:   Score: Raw -91376918.446750 + Penalty 166385.700378 = -91210532.746371
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5842.890000 sec): 2 clusters
  Score: Raw -48074.145463 + Penalty 1471.196806 = -46602.948657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5843.040000 sec): 3 clusters
  Score: Raw -48180.079446 + Penalty 2942.393613 = -45237.685833
  nChanged 60
		SP:Iteration 1F (5843.190000 sec): 3 clusters
  Score: Raw -48309.292934 + Penalty 2942.393613 = -45366.899321
  nChanged 20
		SP:Iteration 2F (5843.330000 sec): 3 clusters
  Score: Raw -48426.356159 + Penalty 2942.393613 = -45483.962546
  nChanged 12
		SP:Iteration 3Q (5843.480000 sec): 3 clusters
  Score: Raw -48506.135047 + Penalty 2942.393613 = -45563.741434
  nChanged 17
		SP:Iteration 4Q (5843.620000 sec): 3 clusters
  Score: Raw -48594.264151 + Penalty 2942.393613 = -45651.870538
  nChanged 18
		SP:Iteration 5Q (5843.780000 sec): 3 clusters
  Score: Raw -48696.015298 + Penalty 2942.393613 = -45753.621685
  nChanged 16
		SP:Iteration 6Q (5843.940000 sec): 3 clusters
  Score: Raw -48772.333394 + Penalty 2942.393613 = -45829.939781
  nChanged 10
		SP:Iteration 7Q (5844.100000 sec): 3 clusters
  Score: Raw -48824.958020 + Penalty 2942.393613 = -45882.564407
  nChanged 8
		SP:Iteration 8Q (5844.270000 sec): 3 clusters
  Score: Raw -48868.542077 + Penalty 2942.393613 = -45926.148464
  nChanged 8
		SP:Iteration 9Q (5844.430000 sec): 3 clusters
  Score: Raw -48905.881974 + Penalty 2942.393613 = -45963.488361
  nChanged 5
		SP:Iteration 10Q (5844.580000 sec): 3 clusters
  Score: Raw -48915.243725 + Penalty 2942.393613 = -45972.850112
  nChanged 1
		SP:Iteration 11Q (5844.720000 sec): 3 clusters
  Score: Raw -48925.421464 + Penalty 2942.393613 = -45983.027851
  nChanged 2
		SP:Iteration 12Q (5844.880000 sec): 3 clusters
  Score: Raw -48942.071863 + Penalty 2942.393613 = -45999.678250
  nChanged 1
		SP:Iteration 13Q (5845.020000 sec): 3 clusters
  Score: Raw -48944.863273 + Penalty 2942.393613 = -46002.469660
  nChanged 0
		SP:Iteration 14F (5845.180000 sec): 3 clusters
  Score: Raw -48944.863273 + Penalty 2942.393613 = -46002.469660
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5845.260000 sec): 2 clusters
  Score: Raw -100547.456441 + Penalty 1601.278875 = -98946.177566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5845.420000 sec): 3 clusters
  Score: Raw -100540.926536 + Penalty 3202.557749 = -97338.368787
  nChanged 141
		SP:Iteration 1F (5845.590000 sec): 3 clusters
  Score: Raw -100798.100513 + Penalty 3202.557749 = -97595.542764
  nChanged 50
		SP:Iteration 2F (5845.750000 sec): 3 clusters
  Score: Raw -100898.505572 + Penalty 3202.557749 = -97695.947823
  nChanged 27
		SP:Iteration 3Q (5845.920000 sec): 3 clusters
  Score: Raw -100975.575469 + Penalty 3202.557749 = -97773.017720
  nChanged 24
		SP:Iteration 4Q (5846.090000 sec): 3 clusters
  Score: Raw -101040.424900 + Penalty 3202.557749 = -97837.867151
  nChanged 23
		SP:Iteration 5Q (5846.230000 sec): 3 clusters
  Score: Raw -101101.768998 + Penalty 3202.557749 = -97899.211249
  nChanged 20
		SP:Iteration 6Q (5846.390000 sec): 3 clusters
  Score: Raw -101170.738757 + Penalty 3202.557749 = -97968.181007
  nChanged 18
		SP:Iteration 7Q (5846.550000 sec): 3 clusters
  Score: Raw -101209.343614 + Penalty 3202.557749 = -98006.785865
  nChanged 13
		SP:Iteration 8Q (5846.710000 sec): 3 clusters
  Score: Raw -101247.324818 + Penalty 3202.557749 = -98044.767069
  nChanged 7
		SP:Iteration 9Q (5846.880000 sec): 3 clusters
  Score: Raw -101268.383983 + Penalty 3202.557749 = -98065.826234
  nChanged 4
		SP:Iteration 10Q (5847.040000 sec): 3 clusters
  Score: Raw -101281.437294 + Penalty 3202.557749 = -98078.879545
  nChanged 2
		SP:Iteration 11Q (5847.250000 sec): 3 clusters
  Score: Raw -101302.684141 + Penalty 3202.557749 = -98100.126392
  nChanged 4
		SP:Iteration 12Q (5847.380000 sec): 3 clusters
  Score: Raw -101312.588571 + Penalty 3202.557749 = -98110.030821
  nChanged 0
		SP:Iteration 13F (5847.520000 sec): 3 clusters
  Score: Raw -101312.814091 + Penalty 3202.557749 = -98110.256342
  nChanged 1
		SP:Iteration 14Q (5847.680000 sec): 3 clusters
  Score: Raw -101318.145589 + Penalty 3202.557749 = -98115.587840
  nChanged 0
		SP:Iteration 15F (5847.840000 sec): 3 clusters
  Score: Raw -101318.145589 + Penalty 3202.557749 = -98115.587840
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5847.920000 sec): 2 clusters
  Score: Raw -220030.017384 + Penalty 1755.010146 = -218275.007238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5848.090000 sec): 3 clusters
  Score: Raw -219724.111969 + Penalty 3510.020292 = -216214.091677
  nChanged 322
		SP:Iteration 1F (5848.250000 sec): 3 clusters
  Score: Raw -220070.665322 + Penalty 3510.020292 = -216560.645030
  nChanged 110
		SP:Iteration 2F (5848.400000 sec): 3 clusters
  Score: Raw -220215.467991 + Penalty 3510.020292 = -216705.447699
  nChanged 49
		SP:Iteration 3Q (5848.570000 sec): 3 clusters
  Score: Raw -220283.539646 + Penalty 3510.020292 = -216773.519353
  nChanged 35
		SP:Iteration 4Q (5848.700000 sec): 3 clusters
  Score: Raw -220337.224124 + Penalty 3510.020292 = -216827.203832
  nChanged 32
		SP:Iteration 5Q (5848.860000 sec): 3 clusters
  Score: Raw -220380.320506 + Penalty 3510.020292 = -216870.300214
  nChanged 24
		SP:Iteration 6Q (5849.000000 sec): 3 clusters
  Score: Raw -220416.955461 + Penalty 3510.020292 = -216906.935169
  nChanged 26
		SP:Iteration 7Q (5849.140000 sec): 3 clusters
  Score: Raw -220455.168039 + Penalty 3510.020292 = -216945.147747
  nChanged 28
		SP:Iteration 8Q (5849.290000 sec): 3 clusters
  Score: Raw -220498.797261 + Penalty 3510.020292 = -216988.776968
  nChanged 20
		SP:Iteration 9Q (5849.430000 sec): 3 clusters
  Score: Raw -220539.795086 + Penalty 3510.020292 = -217029.774793
  nChanged 21
		SP:Iteration 10Q (5849.600000 sec): 3 clusters
  Score: Raw -220575.992146 + Penalty 3510.020292 = -217065.971854
  nChanged 22
		SP:Iteration 11Q (5849.750000 sec): 3 clusters
  Score: Raw -220605.409076 + Penalty 3510.020292 = -217095.388783
  nChanged 17
		SP:Iteration 12Q (5849.890000 sec): 3 clusters
  Score: Raw -220629.022129 + Penalty 3510.020292 = -217119.001836
  nChanged 16
		SP:Iteration 13Q (5850.030000 sec): 3 clusters
  Score: Raw -220663.868652 + Penalty 3510.020292 = -217153.848360
  nChanged 24
		SP:Iteration 14Q (5850.170000 sec): 3 clusters
  Score: Raw -220712.846208 + Penalty 3510.020292 = -217202.825916
  nChanged 26
		SP:Iteration 15Q (5850.320000 sec): 3 clusters
  Score: Raw -220765.623411 + Penalty 3510.020292 = -217255.603118
  nChanged 27
		SP:Iteration 16Q (5850.460000 sec): 3 clusters
  Score: Raw -220819.425104 + Penalty 3510.020292 = -217309.404811
  nChanged 21
		SP:Iteration 17Q (5850.600000 sec): 3 clusters
  Score: Raw -220858.008359 + Penalty 3510.020292 = -217347.988067
  nChanged 19
		SP:Iteration 18Q (5850.780000 sec): 3 clusters
  Score: Raw -220903.548232 + Penalty 3510.020292 = -217393.527940
  nChanged 19
		SP:Iteration 19Q (5850.940000 sec): 3 clusters
  Score: Raw -220950.973674 + Penalty 3510.020292 = -217440.953381
  nChanged 17
		SP:Iteration 20F (5851.090000 sec): 3 clusters
  Score: Raw -220993.179324 + Penalty 3510.020292 = -217483.159031
  nChanged 17
		SP:Iteration 21Q (5851.260000 sec): 3 clusters
  Score: Raw -221033.396265 + Penalty 3510.020292 = -217523.375973
  nChanged 20
		SP:Iteration 22Q (5851.430000 sec): 3 clusters
  Score: Raw -221075.413086 + Penalty 3510.020292 = -217565.392793
  nChanged 21
		SP:Iteration 23Q (5851.590000 sec): 3 clusters
  Score: Raw -221129.840340 + Penalty 3510.020292 = -217619.820047
  nChanged 21
		SP:Iteration 24Q (5851.760000 sec): 3 clusters
  Score: Raw -221191.504977 + Penalty 3510.020292 = -217681.484684
  nChanged 18
		SP:Iteration 25Q (5851.930000 sec): 3 clusters
  Score: Raw -221239.632009 + Penalty 3510.020292 = -217729.611717
  nChanged 19
		SP:Iteration 26Q (5852.100000 sec): 3 clusters
  Score: Raw -221287.882836 + Penalty 3510.020292 = -217777.862543
  nChanged 9
		SP:Iteration 27Q (5852.240000 sec): 3 clusters
  Score: Raw -221302.753667 + Penalty 3510.020292 = -217792.733375
  nChanged 5
		SP:Iteration 28Q (5852.350000 sec): 3 clusters
  Score: Raw -221309.394561 + Penalty 3510.020292 = -217799.374268
  nChanged 4
		SP:Iteration 29Q (5852.520000 sec): 3 clusters
  Score: Raw -221315.404259 + Penalty 3510.020292 = -217805.383966
  nChanged 2
		SP:Iteration 30Q (5852.680000 sec): 3 clusters
  Score: Raw -221318.550061 + Penalty 3510.020292 = -217808.529769
  nChanged 3
		SP:Iteration 31Q (5852.840000 sec): 3 clusters
  Score: Raw -221323.337869 + Penalty 3510.020292 = -217813.317576
  nChanged 3
		SP:Iteration 32Q (5853.000000 sec): 3 clusters
  Score: Raw -221330.448493 + Penalty 3510.020292 = -217820.428200
  nChanged 2
		SP:Iteration 33Q (5853.160000 sec): 3 clusters
  Score: Raw -221333.969961 + Penalty 3510.020292 = -217823.949668
  nChanged 0
		SP:Iteration 34F (5853.330000 sec): 3 clusters
  Score: Raw -221333.969961 + Penalty 3510.020292 = -217823.949668
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5853.400000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5853.580000 sec): 3 clusters
  Score: Raw -27119.366328 + Penalty 2547.356025 = -24572.010303
  nChanged 5
		SP:Iteration 1Q (5853.700000 sec): 3 clusters
  Score: Raw -27141.877370 + Penalty 2547.356025 = -24594.521345
  nChanged 0
		SP:Iteration 2F (5853.860000 sec): 3 clusters
  Score: Raw -27141.877370 + Penalty 2547.356025 = -24594.521345
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5853.970000 sec): 2 clusters
  Score: Raw -944413.458278 + Penalty 2129.228608 = -942284.229670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5854.150000 sec): 3 clusters
  Score: Raw -941847.155177 + Penalty 4258.457215 = -937588.697962
  nChanged 2030
		SP:Iteration 1F (5854.340000 sec): 3 clusters
  Score: Raw -942953.284426 + Penalty 4258.457215 = -938694.827211
  nChanged 385
		SP:Iteration 2F (5854.520000 sec): 3 clusters
  Score: Raw -943208.084281 + Penalty 4258.457215 = -938949.627066
  nChanged 303
		SP:Iteration 3F (5854.720000 sec): 3 clusters
  Score: Raw -943424.402192 + Penalty 4258.457215 = -939165.944977
  nChanged 262
		SP:Iteration 4Q (5854.940000 sec): 3 clusters
  Score: Raw -943580.411408 + Penalty 4258.457215 = -939321.954192
  nChanged 201
		SP:Iteration 5Q (5855.130000 sec): 3 clusters
  Score: Raw -943699.556497 + Penalty 4258.457215 = -939441.099282
  nChanged 167
		SP:Iteration 6Q (5855.320000 sec): 3 clusters
  Score: Raw -943782.244659 + Penalty 4258.457215 = -939523.787444
  nChanged 143
		SP:Iteration 7Q (5855.510000 sec): 3 clusters
  Score: Raw -943853.857440 + Penalty 4258.457215 = -939595.400225
  nChanged 132
		SP:Iteration 8Q (5855.730000 sec): 3 clusters
  Score: Raw -943917.993404 + Penalty 4258.457215 = -939659.536189
  nChanged 95
		SP:Iteration 9Q (5855.900000 sec): 3 clusters
  Score: Raw -943969.490847 + Penalty 4258.457215 = -939711.033631
  nChanged 104
		SP:Iteration 10Q (5856.070000 sec): 3 clusters
  Score: Raw -944020.259642 + Penalty 4258.457215 = -939761.802427
  nChanged 103
		SP:Iteration 11Q (5856.250000 sec): 3 clusters
  Score: Raw -944068.128808 + Penalty 4258.457215 = -939809.671593
  nChanged 97
		SP:Iteration 12Q (5856.440000 sec): 3 clusters
  Score: Raw -944110.509140 + Penalty 4258.457215 = -939852.051925
  nChanged 87
		SP:Iteration 13Q (5856.620000 sec): 3 clusters
  Score: Raw -944150.986855 + Penalty 4258.457215 = -939892.529639
  nChanged 79
		SP:Iteration 14Q (5856.770000 sec): 3 clusters
  Score: Raw -944182.419277 + Penalty 4258.457215 = -939923.962062
  nChanged 50
		SP:Iteration 15Q (5856.940000 sec): 3 clusters
  Score: Raw -944200.700235 + Penalty 4258.457215 = -939942.243020
  nChanged 44
		SP:Iteration 16Q (5857.090000 sec): 3 clusters
  Score: Raw -944216.700615 + Penalty 4258.457215 = -939958.243400
  nChanged 47
		SP:Iteration 17Q (5857.270000 sec): 3 clusters
  Score: Raw -944234.732652 + Penalty 4258.457215 = -939976.275437
  nChanged 42
		SP:Iteration 18Q (5857.460000 sec): 3 clusters
  Score: Raw -944252.423331 + Penalty 4258.457215 = -939993.966115
  nChanged 52
		SP:Iteration 19Q (5857.650000 sec): 3 clusters
  Score: Raw -944275.143669 + Penalty 4258.457215 = -940016.686454
  nChanged 51
		SP:Iteration 20F (5857.850000 sec): 3 clusters
  Score: Raw -944296.390568 + Penalty 4258.457215 = -940037.933353
  nChanged 48
		SP:Iteration 21Q (5858.080000 sec): 3 clusters
  Score: Raw -944316.494826 + Penalty 4258.457215 = -940058.037610
  nChanged 55
		SP:Iteration 22Q (5858.260000 sec): 3 clusters
  Score: Raw -944338.655760 + Penalty 4258.457215 = -940080.198545
  nChanged 46
		SP:Iteration 23Q (5858.420000 sec): 3 clusters
  Score: Raw -944354.449898 + Penalty 4258.457215 = -940095.992683
  nChanged 53
		SP:Iteration 24Q (5858.590000 sec): 3 clusters
  Score: Raw -944375.269087 + Penalty 4258.457215 = -940116.811871
  nChanged 45
		SP:Iteration 25Q (5858.760000 sec): 3 clusters
  Score: Raw -944389.095056 + Penalty 4258.457215 = -940130.637841
  nChanged 34
		SP:Iteration 26Q (5858.940000 sec): 3 clusters
  Score: Raw -944401.618046 + Penalty 4258.457215 = -940143.160831
  nChanged 41
		SP:Iteration 27Q (5859.160000 sec): 3 clusters
  Score: Raw -944416.339457 + Penalty 4258.457215 = -940157.882242
  nChanged 38
		SP:Iteration 28Q (5859.350000 sec): 3 clusters
  Score: Raw -944429.434729 + Penalty 4258.457215 = -940170.977514
  nChanged 34
		SP:Iteration 29Q (5859.540000 sec): 3 clusters
  Score: Raw -944443.041251 + Penalty 4258.457215 = -940184.584036
  nChanged 41
		SP:Iteration 30Q (5859.740000 sec): 3 clusters
  Score: Raw -944458.316153 + Penalty 4258.457215 = -940199.858938
  nChanged 37
		SP:Iteration 31Q (5859.920000 sec): 3 clusters
  Score: Raw -944473.367323 + Penalty 4258.457215 = -940214.910108
  nChanged 33
		SP:Iteration 32Q (5860.080000 sec): 3 clusters
  Score: Raw -944484.682536 + Penalty 4258.457215 = -940226.225321
  nChanged 25
		SP:Iteration 33Q (5860.350000 sec): 3 clusters
  Score: Raw -944491.483276 + Penalty 4258.457215 = -940233.026060
  nChanged 17
		SP:Iteration 34Q (5860.490000 sec): 3 clusters
  Score: Raw -944497.818409 + Penalty 4258.457215 = -940239.361193
  nChanged 28
		SP:Iteration 35Q (5860.700000 sec): 3 clusters
  Score: Raw -944506.942094 + Penalty 4258.457215 = -940248.484878
  nChanged 29
		SP:Iteration 36Q (5860.890000 sec): 3 clusters
  Score: Raw -944516.983645 + Penalty 4258.457215 = -940258.526430
  nChanged 26
		SP:Iteration 37Q (5861.120000 sec): 3 clusters
  Score: Raw -944525.660135 + Penalty 4258.457215 = -940267.202920
  nChanged 26
		SP:Iteration 38Q (5861.260000 sec): 3 clusters
  Score: Raw -944534.674588 + Penalty 4258.457215 = -940276.217373
  nChanged 33
		SP:Iteration 39Q (5861.460000 sec): 3 clusters
  Score: Raw -944547.746421 + Penalty 4258.457215 = -940289.289206
  nChanged 32
		SP:Iteration 40F (5861.660000 sec): 3 clusters
  Score: Raw -944559.150683 + Penalty 4258.457215 = -940300.693468
  nChanged 32
		SP:Iteration 41Q (5861.910000 sec): 3 clusters
  Score: Raw -944571.981032 + Penalty 4258.457215 = -940313.523817
  nChanged 42
		SP:Iteration 42Q (5862.030000 sec): 3 clusters
  Score: Raw -944590.752954 + Penalty 4258.457215 = -940332.295739
  nChanged 42
		SP:Iteration 43Q (5862.200000 sec): 3 clusters
  Score: Raw -944613.446523 + Penalty 4258.457215 = -940354.989308
  nChanged 62
		SP:Iteration 44Q (5862.390000 sec): 3 clusters
  Score: Raw -944638.491696 + Penalty 4258.457215 = -940380.034480
  nChanged 56
		SP:Iteration 45Q (5862.570000 sec): 3 clusters
  Score: Raw -944663.324247 + Penalty 4258.457215 = -940404.867032
  nChanged 56
		SP:Iteration 46Q (5862.760000 sec): 3 clusters
  Score: Raw -944695.438994 + Penalty 4258.457215 = -940436.981779
  nChanged 71
		SP:Iteration 47Q (5862.940000 sec): 3 clusters
  Score: Raw -944734.206213 + Penalty 4258.457215 = -940475.748998
  nChanged 79
		SP:Iteration 48Q (5863.130000 sec): 3 clusters
  Score: Raw -944780.108363 + Penalty 4258.457215 = -940521.651147
  nChanged 81
		SP:Iteration 49Q (5863.370000 sec): 3 clusters
  Score: Raw -944829.425288 + Penalty 4258.457215 = -940570.968073
  nChanged 88
		SP:Iteration 50Q (5863.510000 sec): 3 clusters
  Score: Raw -944891.675244 + Penalty 4258.457215 = -940633.218029
  nChanged 84
		SP:Iteration 51Q (5863.680000 sec): 3 clusters
  Score: Raw -944959.877001 + Penalty 4258.457215 = -940701.419786
  nChanged 78
		SP:Iteration 52Q (5863.880000 sec): 3 clusters
  Score: Raw -945015.232822 + Penalty 4258.457215 = -940756.775607
  nChanged 83
		SP:Iteration 53Q (5864.080000 sec): 3 clusters
  Score: Raw -945075.426378 + Penalty 4258.457215 = -940816.969163
  nChanged 71
		SP:Iteration 54Q (5864.350000 sec): 3 clusters
  Score: Raw -945129.915140 + Penalty 4258.457215 = -940871.457925
  nChanged 71
		SP:Iteration 55Q (5864.500000 sec): 3 clusters
  Score: Raw -945177.072914 + Penalty 4258.457215 = -940918.615699
  nChanged 56
		SP:Iteration 56Q (5864.720000 sec): 3 clusters
  Score: Raw -945212.800669 + Penalty 4258.457215 = -940954.343454
  nChanged 53
		SP:Iteration 57Q (5864.960000 sec): 3 clusters
  Score: Raw -945247.124195 + Penalty 4258.457215 = -940988.666980
  nChanged 42
		SP:Iteration 58Q (5865.140000 sec): 3 clusters
  Score: Raw -945271.420432 + Penalty 4258.457215 = -941012.963216
  nChanged 33
		SP:Iteration 59Q (5865.290000 sec): 3 clusters
  Score: Raw -945290.458254 + Penalty 4258.457215 = -941032.001039
  nChanged 22
		SP:Iteration 60F (5865.480000 sec): 3 clusters
  Score: Raw -945301.455149 + Penalty 4258.457215 = -941042.997934
  nChanged 13
		SP:Iteration 61Q (5865.670000 sec): 3 clusters
  Score: Raw -945308.613517 + Penalty 4258.457215 = -941050.156302
  nChanged 13
		SP:Iteration 62Q (5865.890000 sec): 3 clusters
  Score: Raw -945314.417827 + Penalty 4258.457215 = -941055.960612
  nChanged 10
		SP:Iteration 63Q (5866.080000 sec): 3 clusters
  Score: Raw -945319.884307 + Penalty 4258.457215 = -941061.427092
  nChanged 16
		SP:Iteration 64Q (5866.260000 sec): 3 clusters
  Score: Raw -945328.374234 + Penalty 4258.457215 = -941069.917018
  nChanged 13
		SP:Iteration 65Q (5866.440000 sec): 3 clusters
  Score: Raw -945335.959012 + Penalty 4258.457215 = -941077.501797
  nChanged 10
		SP:Iteration 66Q (5866.620000 sec): 3 clusters
  Score: Raw -945341.959788 + Penalty 4258.457215 = -941083.502573
  nChanged 13
		SP:Iteration 67Q (5866.850000 sec): 3 clusters
  Score: Raw -945350.093199 + Penalty 4258.457215 = -941091.635984
  nChanged 7
		SP:Iteration 68Q (5866.990000 sec): 3 clusters
  Score: Raw -945358.611888 + Penalty 4258.457215 = -941100.154673
  nChanged 9
		SP:Iteration 69Q (5867.130000 sec): 3 clusters
  Score: Raw -945364.348439 + Penalty 4258.457215 = -941105.891224
  nChanged 6
		SP:Iteration 70Q (5867.310000 sec): 3 clusters
  Score: Raw -945368.122873 + Penalty 4258.457215 = -941109.665657
  nChanged 11
		SP:Iteration 71Q (5867.510000 sec): 3 clusters
  Score: Raw -945376.241339 + Penalty 4258.457215 = -941117.784124
  nChanged 16
		SP:Iteration 72Q (5867.660000 sec): 3 clusters
  Score: Raw -945391.351971 + Penalty 4258.457215 = -941132.894756
  nChanged 23
		SP:Iteration 73Q (5867.810000 sec): 3 clusters
  Score: Raw -945407.948868 + Penalty 4258.457215 = -941149.491653
  nChanged 15
		SP:Iteration 74Q (5868.040000 sec): 3 clusters
  Score: Raw -945416.078117 + Penalty 4258.457215 = -941157.620902
  nChanged 12
		SP:Iteration 75Q (5868.190000 sec): 3 clusters
  Score: Raw -945421.076047 + Penalty 4258.457215 = -941162.618832
  nChanged 9
		SP:Iteration 76Q (5868.370000 sec): 3 clusters
  Score: Raw -945429.516860 + Penalty 4258.457215 = -941171.059645
  nChanged 12
		SP:Iteration 77Q (5868.520000 sec): 3 clusters
  Score: Raw -945439.702719 + Penalty 4258.457215 = -941181.245504
  nChanged 9
		SP:Iteration 78Q (5868.670000 sec): 3 clusters
  Score: Raw -945445.302347 + Penalty 4258.457215 = -941186.845132
  nChanged 13
		SP:Iteration 79Q (5868.860000 sec): 3 clusters
  Score: Raw -945453.299790 + Penalty 4258.457215 = -941194.842575
  nChanged 12
		SP:Iteration 80F (5869.050000 sec): 3 clusters
  Score: Raw -945459.471654 + Penalty 4258.457215 = -941201.014439
  nChanged 5
		SP:Iteration 81Q (5869.180000 sec): 3 clusters
  Score: Raw -945464.169415 + Penalty 4258.457215 = -941205.712200
  nChanged 7
		SP:Iteration 82Q (5869.410000 sec): 3 clusters
  Score: Raw -945471.611373 + Penalty 4258.457215 = -941213.154157
  nChanged 8
		SP:Iteration 83Q (5869.580000 sec): 3 clusters
  Score: Raw -945479.446607 + Penalty 4258.457215 = -941220.989392
  nChanged 12
		SP:Iteration 84Q (5869.720000 sec): 3 clusters
  Score: Raw -945489.098066 + Penalty 4258.457215 = -941230.640851
  nChanged 6
		SP:Iteration 85Q (5869.890000 sec): 3 clusters
  Score: Raw -945494.681357 + Penalty 4258.457215 = -941236.224142
  nChanged 14
		SP:Iteration 86Q (5870.090000 sec): 3 clusters
  Score: Raw -945514.203327 + Penalty 4258.457215 = -941255.746112
  nChanged 20
		SP:Iteration 87Q (5870.260000 sec): 3 clusters
  Score: Raw -945549.125399 + Penalty 4258.457215 = -941290.668184
  nChanged 28
		SP:Iteration 88Q (5870.450000 sec): 3 clusters
  Score: Raw -945622.977166 + Penalty 4258.457215 = -941364.519951
  nChanged 35
		SP:Iteration 89Q (5870.640000 sec): 3 clusters
  Score: Raw -945705.838192 + Penalty 4258.457215 = -941447.380977
  nChanged 39
		SP:Iteration 90Q (5870.810000 sec): 3 clusters
  Score: Raw -945783.291907 + Penalty 4258.457215 = -941524.834692
  nChanged 28
		SP:Iteration 91Q (5871.000000 sec): 3 clusters
  Score: Raw -945844.204789 + Penalty 4258.457215 = -941585.747574
  nChanged 30
		SP:Iteration 92Q (5871.240000 sec): 3 clusters
  Score: Raw -945891.343513 + Penalty 4258.457215 = -941632.886297
  nChanged 12
		SP:Iteration 93Q (5871.390000 sec): 3 clusters
  Score: Raw -945902.590064 + Penalty 4258.457215 = -941644.132849
  nChanged 9
		SP:Iteration 94Q (5871.570000 sec): 3 clusters
  Score: Raw -945907.346672 + Penalty 4258.457215 = -941648.889457
  nChanged 4
		SP:Iteration 95Q (5871.740000 sec): 3 clusters
  Score: Raw -945910.539449 + Penalty 4258.457215 = -941652.082234
  nChanged 1
		SP:Iteration 96Q (5871.970000 sec): 3 clusters
  Score: Raw -945911.047442 + Penalty 4258.457215 = -941652.590226
  nChanged 0
		SP:Iteration 97F (5872.130000 sec): 3 clusters
  Score: Raw -945911.047442 + Penalty 4258.457215 = -941652.590226
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5872.190000 sec): 2 clusters
  Score: Raw -59446.043162 + Penalty 1496.205383 = -57949.837779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5872.320000 sec): 3 clusters
  Score: Raw -59590.451800 + Penalty 2992.410766 = -56598.041034
  nChanged 89
		SP:Iteration 1F (5872.460000 sec): 3 clusters
  Score: Raw -59815.826126 + Penalty 2992.410766 = -56823.415360
  nChanged 26
		SP:Iteration 2F (5872.610000 sec): 3 clusters
  Score: Raw -59925.780694 + Penalty 2992.410766 = -56933.369928
  nChanged 6
		SP:Iteration 3Q (5872.750000 sec): 3 clusters
  Score: Raw -59941.621625 + Penalty 2992.410766 = -56949.210859
  nChanged 5
		SP:Iteration 4Q (5872.890000 sec): 3 clusters
  Score: Raw -59959.583320 + Penalty 2992.410766 = -56967.172554
  nChanged 7
		SP:Iteration 5Q (5873.030000 sec): 3 clusters
  Score: Raw -60025.915014 + Penalty 2992.410766 = -57033.504248
  nChanged 8
		SP:Iteration 6Q (5873.180000 sec): 3 clusters
  Score: Raw -60071.293740 + Penalty 2992.410766 = -57078.882974
  nChanged 3
		SP:Iteration 7Q (5873.320000 sec): 3 clusters
  Score: Raw -60075.527895 + Penalty 2992.410766 = -57083.117129
  nChanged 1
		SP:Iteration 8Q (5873.480000 sec): 3 clusters
  Score: Raw -60080.491653 + Penalty 2992.410766 = -57088.080887
  nChanged 1
		SP:Iteration 9Q (5873.660000 sec): 3 clusters
  Score: Raw -60084.431325 + Penalty 2992.410766 = -57092.020559
  nChanged 3
		SP:Iteration 10Q (5873.820000 sec): 3 clusters
  Score: Raw -60089.904402 + Penalty 2992.410766 = -57097.493636
  nChanged 0
		SP:Iteration 11F (5873.990000 sec): 3 clusters
  Score: Raw -60089.904402 + Penalty 2992.410766 = -57097.493636
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5874.060000 sec): 2 clusters
  Score: Raw -281138.006335 + Penalty 1817.777923 = -279320.228412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5874.220000 sec): 3 clusters
  Score: Raw -280662.741040 + Penalty 3635.555846 = -277027.185194
  nChanged 480
		SP:Iteration 1F (5874.400000 sec): 3 clusters
  Score: Raw -281057.030424 + Penalty 3635.555846 = -277421.474578
  nChanged 117
		SP:Iteration 2F (5874.550000 sec): 3 clusters
  Score: Raw -281174.232703 + Penalty 3635.555846 = -277538.676857
  nChanged 66
		SP:Iteration 3Q (5874.690000 sec): 3 clusters
  Score: Raw -281235.544726 + Penalty 3635.555846 = -277599.988880
  nChanged 36
		SP:Iteration 4Q (5874.850000 sec): 3 clusters
  Score: Raw -281275.442840 + Penalty 3635.555846 = -277639.886994
  nChanged 35
		SP:Iteration 5Q (5875.000000 sec): 3 clusters
  Score: Raw -281315.121410 + Penalty 3635.555846 = -277679.565564
  nChanged 28
		SP:Iteration 6Q (5875.160000 sec): 3 clusters
  Score: Raw -281347.371159 + Penalty 3635.555846 = -277711.815313
  nChanged 27
		SP:Iteration 7Q (5875.320000 sec): 3 clusters
  Score: Raw -281367.546375 + Penalty 3635.555846 = -277731.990529
  nChanged 16
		SP:Iteration 8Q (5875.480000 sec): 3 clusters
  Score: Raw -281379.093754 + Penalty 3635.555846 = -277743.537908
  nChanged 16
		SP:Iteration 9Q (5875.630000 sec): 3 clusters
  Score: Raw -281389.142443 + Penalty 3635.555846 = -277753.586597
  nChanged 18
		SP:Iteration 10Q (5875.810000 sec): 3 clusters
  Score: Raw -281400.143758 + Penalty 3635.555846 = -277764.587912
  nChanged 10
		SP:Iteration 11Q (5875.940000 sec): 3 clusters
  Score: Raw -281408.950485 + Penalty 3635.555846 = -277773.394639
  nChanged 6
		SP:Iteration 12Q (5876.090000 sec): 3 clusters
  Score: Raw -281414.051646 + Penalty 3635.555846 = -277778.495800
  nChanged 4
		SP:Iteration 13Q (5876.250000 sec): 3 clusters
  Score: Raw -281418.021356 + Penalty 3635.555846 = -277782.465510
  nChanged 3
		SP:Iteration 14Q (5876.410000 sec): 3 clusters
  Score: Raw -281419.254933 + Penalty 3635.555846 = -277783.699087
  nChanged 2
		SP:Iteration 15Q (5876.570000 sec): 3 clusters
  Score: Raw -281420.016320 + Penalty 3635.555846 = -277784.460474
  nChanged 3
		SP:Iteration 16Q (5876.710000 sec): 3 clusters
  Score: Raw -281421.604179 + Penalty 3635.555846 = -277786.048334
  nChanged 2
		SP:Iteration 17Q (5876.900000 sec): 3 clusters
  Score: Raw -281424.842270 + Penalty 3635.555846 = -277789.286424
  nChanged 3
		SP:Iteration 18Q (5877.010000 sec): 3 clusters
  Score: Raw -281426.597312 + Penalty 3635.555846 = -277791.041467
  nChanged 3
		SP:Iteration 19Q (5877.150000 sec): 3 clusters
  Score: Raw -281428.937397 + Penalty 3635.555846 = -277793.381551
  nChanged 1
		SP:Iteration 20F (5877.300000 sec): 3 clusters
  Score: Raw -281429.732914 + Penalty 3635.555846 = -277794.177069
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5877.370000 sec): 2 clusters
  Score: Raw -28023.877174 + Penalty 1375.204006 = -26648.673167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5877.530000 sec): 3 clusters
  Score: Raw -28223.904229 + Penalty 2750.408012 = -25473.496217
  nChanged 41
		SP:Iteration 1F (5877.710000 sec): 3 clusters
  Score: Raw -28389.265821 + Penalty 2750.408012 = -25638.857808
  nChanged 12
		SP:Iteration 2Q (5877.890000 sec): 3 clusters
  Score: Raw -28429.483243 + Penalty 2750.408012 = -25679.075231
  nChanged 3
		SP:Iteration 3Q (5878.030000 sec): 3 clusters
  Score: Raw -28442.546319 + Penalty 2750.408012 = -25692.138306
  nChanged 1
		SP:Iteration 4Q (5878.200000 sec): 3 clusters
  Score: Raw -28443.762548 + Penalty 2750.408012 = -25693.354536
  nChanged 0
		SP:Iteration 5F (5878.340000 sec): 3 clusters
  Score: Raw -28443.762548 + Penalty 2750.408012 = -25693.354536
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5878.420000 sec): 2 clusters
  Score: Raw -219389.743066 + Penalty 1752.060239 = -217637.682827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5878.580000 sec): 3 clusters
  Score: Raw -219100.906060 + Penalty 3504.120478 = -215596.785583
  nChanged 337
		SP:Iteration 1F (5878.740000 sec): 3 clusters
  Score: Raw -219461.034222 + Penalty 3504.120478 = -215956.913744
  nChanged 89
		SP:Iteration 2F (5878.910000 sec): 3 clusters
  Score: Raw -219606.073830 + Penalty 3504.120478 = -216101.953352
  nChanged 62
		SP:Iteration 3F (5879.070000 sec): 3 clusters
  Score: Raw -219708.651112 + Penalty 3504.120478 = -216204.530635
  nChanged 53
		SP:Iteration 4Q (5879.230000 sec): 3 clusters
  Score: Raw -219774.322195 + Penalty 3504.120478 = -216270.201717
  nChanged 52
		SP:Iteration 5Q (5879.390000 sec): 3 clusters
  Score: Raw -219845.974552 + Penalty 3504.120478 = -216341.854074
  nChanged 47
		SP:Iteration 6Q (5879.550000 sec): 3 clusters
  Score: Raw -219925.429421 + Penalty 3504.120478 = -216421.308943
  nChanged 39
		SP:Iteration 7Q (5879.710000 sec): 3 clusters
  Score: Raw -220000.607741 + Penalty 3504.120478 = -216496.487263
  nChanged 40
		SP:Iteration 8Q (5879.870000 sec): 3 clusters
  Score: Raw -220066.237469 + Penalty 3504.120478 = -216562.116991
  nChanged 30
		SP:Iteration 9Q (5880.030000 sec): 3 clusters
  Score: Raw -220119.848847 + Penalty 3504.120478 = -216615.728369
  nChanged 29
		SP:Iteration 10Q (5880.220000 sec): 3 clusters
  Score: Raw -220189.394337 + Penalty 3504.120478 = -216685.273859
  nChanged 29
		SP:Iteration 11Q (5880.350000 sec): 3 clusters
  Score: Raw -220244.118358 + Penalty 3504.120478 = -216739.997880
  nChanged 17
		SP:Iteration 12Q (5880.510000 sec): 3 clusters
  Score: Raw -220267.904888 + Penalty 3504.120478 = -216763.784411
  nChanged 10
		SP:Iteration 13Q (5880.680000 sec): 3 clusters
  Score: Raw -220281.309090 + Penalty 3504.120478 = -216777.188612
  nChanged 10
		SP:Iteration 14Q (5880.840000 sec): 3 clusters
  Score: Raw -220295.605146 + Penalty 3504.120478 = -216791.484668
  nChanged 5
		SP:Iteration 15Q (5880.990000 sec): 3 clusters
  Score: Raw -220305.417039 + Penalty 3504.120478 = -216801.296561
  nChanged 2
		SP:Iteration 16Q (5881.150000 sec): 3 clusters
  Score: Raw -220308.802691 + Penalty 3504.120478 = -216804.682213
  nChanged 1
		SP:Iteration 17Q (5881.320000 sec): 3 clusters
  Score: Raw -220310.437715 + Penalty 3504.120478 = -216806.317238
  nChanged 1
		SP:Iteration 18Q (5881.450000 sec): 3 clusters
  Score: Raw -220311.130333 + Penalty 3504.120478 = -216807.009855
  nChanged 2
		SP:Iteration 19Q (5881.590000 sec): 3 clusters
  Score: Raw -220313.290134 + Penalty 3504.120478 = -216809.169656
  nChanged 1
		SP:Iteration 20F (5881.730000 sec): 3 clusters
  Score: Raw -220314.211842 + Penalty 3504.120478 = -216810.091364
  nChanged 1
		SP:Iteration 21Q (5881.860000 sec): 3 clusters
  Score: Raw -220316.125207 + Penalty 3504.120478 = -216812.004730
  nChanged 0
		SP:Iteration 22F (5882.000000 sec): 3 clusters
  Score: Raw -220316.125207 + Penalty 3504.120478 = -216812.004730
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5882.050000 sec): 2 clusters
  Score: Raw -15707.862044 + Penalty 1165.719131 = -14542.142913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5882.230000 sec): 3 clusters
  Score: Raw -16024.319810 + Penalty 2331.438261 = -13692.881549
  nChanged 3
		SP:Iteration 1Q (5882.390000 sec): 3 clusters
  Score: Raw -16046.836022 + Penalty 2331.438261 = -13715.397761
  nChanged 0
		SP:Iteration 2F (5882.550000 sec): 3 clusters
  Score: Raw -16046.836022 + Penalty 2331.438261 = -13715.397761
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5882.650000 sec): 2 clusters
  Score: Raw -35539.703303 + Penalty 1344.292680 = -34195.410623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5882.740000 sec): 3 clusters
  Score: Raw -35718.808555 + Penalty 2688.585360 = -33030.223195
  nChanged 21
		SP:Iteration 1F (5882.900000 sec): 3 clusters
  Score: Raw -35786.802159 + Penalty 2688.585360 = -33098.216799
  nChanged 1
		SP:Iteration 2Q (5883.060000 sec): 3 clusters
  Score: Raw -35790.334104 + Penalty 2688.585360 = -33101.748745
  nChanged 3
		SP:Iteration 3Q (5883.230000 sec): 3 clusters
  Score: Raw -35804.410038 + Penalty 2688.585360 = -33115.824678
  nChanged 1
		SP:Iteration 4Q (5883.370000 sec): 3 clusters
  Score: Raw -35808.158457 + Penalty 2688.585360 = -33119.573098
  nChanged 1
		SP:Iteration 5Q (5883.510000 sec): 3 clusters
  Score: Raw -35812.099155 + Penalty 2688.585360 = -33123.513796
  nChanged 0
		SP:Iteration 6F (5883.660000 sec): 3 clusters
  Score: Raw -35812.099155 + Penalty 2688.585360 = -33123.513796
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5883.730000 sec): 2 clusters
  Score: Raw -50018.695008 + Penalty 1447.757151 = -48570.937857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5883.870000 sec): 3 clusters
  Score: Raw -50317.232135 + Penalty 2895.514302 = -47421.717833
  nChanged 59
		SP:Iteration 1F (5884.020000 sec): 3 clusters
  Score: Raw -50567.077912 + Penalty 2895.514302 = -47671.563610
  nChanged 23
		SP:Iteration 2F (5884.190000 sec): 3 clusters
  Score: Raw -50753.248587 + Penalty 2895.514302 = -47857.734285
  nChanged 22
		SP:Iteration 3F (5884.310000 sec): 3 clusters
  Score: Raw -50923.813657 + Penalty 2895.514302 = -48028.299355
  nChanged 16
		SP:Iteration 4Q (5884.470000 sec): 3 clusters
  Score: Raw -51070.848839 + Penalty 2895.514302 = -48175.334537
  nChanged 16
		SP:Iteration 5Q (5884.630000 sec): 3 clusters
  Score: Raw -51164.359222 + Penalty 2895.514302 = -48268.844920
  nChanged 9
		SP:Iteration 6Q (5884.790000 sec): 3 clusters
  Score: Raw -51277.932709 + Penalty 2895.514302 = -48382.418407
  nChanged 5
		SP:Iteration 7Q (5884.950000 sec): 3 clusters
  Score: Raw -51312.853643 + Penalty 2895.514302 = -48417.339341
  nChanged 4
		SP:Iteration 8Q (5885.110000 sec): 3 clusters
  Score: Raw -51349.047996 + Penalty 2895.514302 = -48453.533694
  nChanged 1
		SP:Iteration 9Q (5885.250000 sec): 3 clusters
  Score: Raw -51364.289167 + Penalty 2895.514302 = -48468.774866
  nChanged 0
		SP:Iteration 10F (5885.420000 sec): 3 clusters
  Score: Raw -51368.531394 + Penalty 2895.514302 = -48473.017092
  nChanged 1
		SP:Iteration 11Q (5885.570000 sec): 3 clusters
  Score: Raw -51392.029729 + Penalty 2895.514302 = -48496.515427
  nChanged 2
		SP:Iteration 12Q (5885.730000 sec): 3 clusters
  Score: Raw -51406.411242 + Penalty 2895.514302 = -48510.896941
  nChanged 1
		SP:Iteration 13Q (5885.890000 sec): 3 clusters
  Score: Raw -51410.783996 + Penalty 2895.514302 = -48515.269694
  nChanged 1
		SP:Iteration 14Q (5886.050000 sec): 3 clusters
  Score: Raw -51423.911348 + Penalty 2895.514302 = -48528.397046
  nChanged 0
		SP:Iteration 15F (5886.210000 sec): 3 clusters
  Score: Raw -51423.911348 + Penalty 2895.514302 = -48528.397046
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5886.400000 sec): 2 clusters
  Score: Raw -2492843.052654 + Penalty 2357.633247 = -2490485.419406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5886.640000 sec): 3 clusters
  Score: Raw -2485313.673235 + Penalty 4715.266495 = -2480598.406740
  nChanged 5733
		SP:Iteration 1F (5886.910000 sec): 3 clusters
  Score: Raw -2488341.968127 + Penalty 4715.266495 = -2483626.701632
  nChanged 862
		SP:Iteration 2F (5887.190000 sec): 3 clusters
  Score: Raw -2488732.149650 + Penalty 4715.266495 = -2484016.883155
  nChanged 744
		SP:Iteration 3F (5887.460000 sec): 3 clusters
  Score: Raw -2489063.657547 + Penalty 4715.266495 = -2484348.391052
  nChanged 618
		SP:Iteration 4Q (5887.780000 sec): 3 clusters
  Score: Raw -2489316.708328 + Penalty 4715.266495 = -2484601.441833
  nChanged 505
		SP:Iteration 5Q (5887.990000 sec): 3 clusters
  Score: Raw -2489497.298529 + Penalty 4715.266495 = -2484782.032034
  nChanged 440
		SP:Iteration 6Q (5888.260000 sec): 3 clusters
  Score: Raw -2489634.745566 + Penalty 4715.266495 = -2484919.479071
  nChanged 356
		SP:Iteration 7Q (5888.570000 sec): 3 clusters
  Score: Raw -2489741.759937 + Penalty 4715.266495 = -2485026.493442
  nChanged 326
		SP:Iteration 8Q (5888.870000 sec): 3 clusters
  Score: Raw -2489836.818362 + Penalty 4715.266495 = -2485121.551867
  nChanged 314
		SP:Iteration 9Q (5889.150000 sec): 3 clusters
  Score: Raw -2489928.034522 + Penalty 4715.266495 = -2485212.768027
  nChanged 315
		SP:Iteration 10Q (5889.450000 sec): 3 clusters
  Score: Raw -2490023.598057 + Penalty 4715.266495 = -2485308.331562
  nChanged 285
		SP:Iteration 11Q (5889.710000 sec): 3 clusters
  Score: Raw -2490112.653073 + Penalty 4715.266495 = -2485397.386578
  nChanged 251
		SP:Iteration 12Q (5890.030000 sec): 3 clusters
  Score: Raw -2490189.320861 + Penalty 4715.266495 = -2485474.054366
  nChanged 250
		SP:Iteration 13Q (5890.260000 sec): 3 clusters
  Score: Raw -2490269.393575 + Penalty 4715.266495 = -2485554.127081
  nChanged 252
		SP:Iteration 14Q (5890.520000 sec): 3 clusters
  Score: Raw -2490351.752562 + Penalty 4715.266495 = -2485636.486067
  nChanged 263
		SP:Iteration 15Q (5890.790000 sec): 3 clusters
  Score: Raw -2490438.370606 + Penalty 4715.266495 = -2485723.104111
  nChanged 297
		SP:Iteration 16Q (5891.020000 sec): 3 clusters
  Score: Raw -2490545.770097 + Penalty 4715.266495 = -2485830.503602
  nChanged 289
		SP:Iteration 17Q (5891.280000 sec): 3 clusters
  Score: Raw -2490664.340693 + Penalty 4715.266495 = -2485949.074198
  nChanged 328
		SP:Iteration 18Q (5891.540000 sec): 3 clusters
  Score: Raw -2490819.556689 + Penalty 4715.266495 = -2486104.290194
  nChanged 335
		SP:Iteration 19Q (5891.860000 sec): 3 clusters
  Score: Raw -2490981.516236 + Penalty 4715.266495 = -2486266.249741
  nChanged 357
		SP:Iteration 20F (5892.130000 sec): 3 clusters
  Score: Raw -2491185.636436 + Penalty 4715.266495 = -2486470.369941
  nChanged 378
		SP:Iteration 21Q (5892.400000 sec): 3 clusters
  Score: Raw -2491445.023880 + Penalty 4715.266495 = -2486729.757386
  nChanged 371
		SP:Iteration 22Q (5892.670000 sec): 3 clusters
  Score: Raw -2491732.209199 + Penalty 4715.266495 = -2487016.942705
  nChanged 346
		SP:Iteration 23Q (5892.890000 sec): 3 clusters
  Score: Raw -2492017.697169 + Penalty 4715.266495 = -2487302.430674
  nChanged 314
		SP:Iteration 24Q (5893.160000 sec): 3 clusters
  Score: Raw -2492263.326337 + Penalty 4715.266495 = -2487548.059842
  nChanged 270
		SP:Iteration 25Q (5893.400000 sec): 3 clusters
  Score: Raw -2492473.230533 + Penalty 4715.266495 = -2487757.964039
  nChanged 220
		SP:Iteration 26Q (5893.710000 sec): 3 clusters
  Score: Raw -2492641.619572 + Penalty 4715.266495 = -2487926.353077
  nChanged 201
		SP:Iteration 27Q (5893.950000 sec): 3 clusters
  Score: Raw -2492779.658046 + Penalty 4715.266495 = -2488064.391551
  nChanged 146
		SP:Iteration 28Q (5894.250000 sec): 3 clusters
  Score: Raw -2492869.960674 + Penalty 4715.266495 = -2488154.694179
  nChanged 119
		SP:Iteration 29Q (5894.530000 sec): 3 clusters
  Score: Raw -2492931.455734 + Penalty 4715.266495 = -2488216.189239
  nChanged 93
		SP:Iteration 30Q (5894.730000 sec): 3 clusters
  Score: Raw -2492978.353475 + Penalty 4715.266495 = -2488263.086980
  nChanged 86
		SP:Iteration 31Q (5895.000000 sec): 3 clusters
  Score: Raw -2493021.949766 + Penalty 4715.266495 = -2488306.683271
  nChanged 68
		SP:Iteration 32Q (5895.250000 sec): 3 clusters
  Score: Raw -2493052.735913 + Penalty 4715.266495 = -2488337.469418
  nChanged 45
		SP:Iteration 33Q (5895.560000 sec): 3 clusters
  Score: Raw -2493068.480426 + Penalty 4715.266495 = -2488353.213931
  nChanged 34
		SP:Iteration 34Q (5895.820000 sec): 3 clusters
  Score: Raw -2493082.239036 + Penalty 4715.266495 = -2488366.972541
  nChanged 28
		SP:Iteration 35Q (5896.060000 sec): 3 clusters
  Score: Raw -2493095.890482 + Penalty 4715.266495 = -2488380.623987
  nChanged 29
		SP:Iteration 36Q (5896.330000 sec): 3 clusters
  Score: Raw -2493106.635767 + Penalty 4715.266495 = -2488391.369272
  nChanged 26
		SP:Iteration 37Q (5896.520000 sec): 3 clusters
  Score: Raw -2493115.492695 + Penalty 4715.266495 = -2488400.226200
  nChanged 21
		SP:Iteration 38Q (5896.780000 sec): 3 clusters
  Score: Raw -2493123.107349 + Penalty 4715.266495 = -2488407.840854
  nChanged 16
		SP:Iteration 39Q (5897.030000 sec): 3 clusters
  Score: Raw -2493128.410490 + Penalty 4715.266495 = -2488413.143996
  nChanged 15
		SP:Iteration 40F (5897.280000 sec): 3 clusters
  Score: Raw -2493133.731337 + Penalty 4715.266495 = -2488418.464842
  nChanged 17
		SP:Iteration 41Q (5897.550000 sec): 3 clusters
  Score: Raw -2493139.325553 + Penalty 4715.266495 = -2488424.059058
  nChanged 8
		SP:Iteration 42Q (5897.810000 sec): 3 clusters
  Score: Raw -2493141.300874 + Penalty 4715.266495 = -2488426.034379
  nChanged 7
		SP:Iteration 43Q (5898.000000 sec): 3 clusters
  Score: Raw -2493143.279334 + Penalty 4715.266495 = -2488428.012840
  nChanged 5
		SP:Iteration 44Q (5898.250000 sec): 3 clusters
  Score: Raw -2493144.305363 + Penalty 4715.266495 = -2488429.038868
  nChanged 3
		SP:Iteration 45Q (5898.480000 sec): 3 clusters
  Score: Raw -2493145.043284 + Penalty 4715.266495 = -2488429.776789
  nChanged 2
		SP:Iteration 46Q (5898.760000 sec): 3 clusters
  Score: Raw -2493146.194971 + Penalty 4715.266495 = -2488430.928476
  nChanged 2
		SP:Iteration 47Q (5898.960000 sec): 3 clusters
  Score: Raw -2493146.767015 + Penalty 4715.266495 = -2488431.500520
  nChanged 1
		SP:Iteration 48Q (5899.230000 sec): 3 clusters
  Score: Raw -2493147.065952 + Penalty 4715.266495 = -2488431.799457
  nChanged 2
		SP:Iteration 49Q (5899.490000 sec): 3 clusters
  Score: Raw -2493148.044283 + Penalty 4715.266495 = -2488432.777788
  nChanged 2
		SP:Iteration 50Q (5899.700000 sec): 3 clusters
  Score: Raw -2493148.672449 + Penalty 4715.266495 = -2488433.405954
  nChanged 1
		SP:Iteration 51Q (5899.960000 sec): 3 clusters
  Score: Raw -2493148.876201 + Penalty 4715.266495 = -2488433.609706
  nChanged 3
		SP:Iteration 52Q (5900.170000 sec): 3 clusters
  Score: Raw -2493150.216483 + Penalty 4715.266495 = -2488434.949988
  nChanged 4
		SP:Iteration 53Q (5900.460000 sec): 3 clusters
  Score: Raw -2493151.797343 + Penalty 4715.266495 = -2488436.530848
  nChanged 5
		SP:Iteration 54Q (5900.640000 sec): 3 clusters
  Score: Raw -2493153.201143 + Penalty 4715.266495 = -2488437.934648
  nChanged 3
		SP:Iteration 55Q (5900.880000 sec): 3 clusters
  Score: Raw -2493154.866787 + Penalty 4715.266495 = -2488439.600292
  nChanged 5
		SP:Iteration 56Q (5901.110000 sec): 3 clusters
  Score: Raw -2493155.813660 + Penalty 4715.266495 = -2488440.547165
  nChanged 4
		SP:Iteration 57Q (5901.360000 sec): 3 clusters
  Score: Raw -2493157.153890 + Penalty 4715.266495 = -2488441.887395
  nChanged 5
		SP:Iteration 58Q (5901.630000 sec): 3 clusters
  Score: Raw -2493158.973856 + Penalty 4715.266495 = -2488443.707361
  nChanged 4
		SP:Iteration 59Q (5901.890000 sec): 3 clusters
  Score: Raw -2493160.877688 + Penalty 4715.266495 = -2488445.611193
  nChanged 8
		SP:Iteration 60F (5902.170000 sec): 3 clusters
  Score: Raw -2493163.083636 + Penalty 4715.266495 = -2488447.817141
  nChanged 5
		SP:Iteration 61Q (5902.420000 sec): 3 clusters
  Score: Raw -2493164.921016 + Penalty 4715.266495 = -2488449.654521
  nChanged 5
		SP:Iteration 62Q (5902.650000 sec): 3 clusters
  Score: Raw -2493166.223614 + Penalty 4715.266495 = -2488450.957119
  nChanged 1
		SP:Iteration 63Q (5902.930000 sec): 3 clusters
  Score: Raw -2493166.705974 + Penalty 4715.266495 = -2488451.439479
  nChanged 2
		SP:Iteration 64Q (5903.150000 sec): 3 clusters
  Score: Raw -2493167.735031 + Penalty 4715.266495 = -2488452.468536
  nChanged 3
		SP:Iteration 65Q (5903.410000 sec): 3 clusters
  Score: Raw -2493168.820656 + Penalty 4715.266495 = -2488453.554161
  nChanged 3
		SP:Iteration 66Q (5903.670000 sec): 3 clusters
  Score: Raw -2493169.591471 + Penalty 4715.266495 = -2488454.324977
  nChanged 2
		SP:Iteration 67Q (5903.930000 sec): 3 clusters
  Score: Raw -2493170.830678 + Penalty 4715.266495 = -2488455.564183
  nChanged 3
		SP:Iteration 68Q (5904.150000 sec): 3 clusters
  Score: Raw -2493171.960901 + Penalty 4715.266495 = -2488456.694406
  nChanged 6
		SP:Iteration 69Q (5904.420000 sec): 3 clusters
  Score: Raw -2493173.783155 + Penalty 4715.266495 = -2488458.516660
  nChanged 3
		SP:Iteration 70Q (5904.690000 sec): 3 clusters
  Score: Raw -2493175.601219 + Penalty 4715.266495 = -2488460.334724
  nChanged 10
		SP:Iteration 71Q (5904.920000 sec): 3 clusters
  Score: Raw -2493178.584545 + Penalty 4715.266495 = -2488463.318050
  nChanged 6
		SP:Iteration 72Q (5905.130000 sec): 3 clusters
  Score: Raw -2493180.569739 + Penalty 4715.266495 = -2488465.303244
  nChanged 4
		SP:Iteration 73Q (5905.380000 sec): 3 clusters
  Score: Raw -2493182.551717 + Penalty 4715.266495 = -2488467.285222
  nChanged 8
		SP:Iteration 74Q (5905.590000 sec): 3 clusters
  Score: Raw -2493185.244044 + Penalty 4715.266495 = -2488469.977549
  nChanged 5
		SP:Iteration 75Q (5905.850000 sec): 3 clusters
  Score: Raw -2493187.374764 + Penalty 4715.266495 = -2488472.108269
  nChanged 6
		SP:Iteration 76Q (5906.120000 sec): 3 clusters
  Score: Raw -2493189.457432 + Penalty 4715.266495 = -2488474.190937
  nChanged 6
		SP:Iteration 77Q (5906.350000 sec): 3 clusters
  Score: Raw -2493191.832686 + Penalty 4715.266495 = -2488476.566191
  nChanged 5
		SP:Iteration 78Q (5906.560000 sec): 3 clusters
  Score: Raw -2493193.758623 + Penalty 4715.266495 = -2488478.492128
  nChanged 5
		SP:Iteration 79Q (5906.800000 sec): 3 clusters
  Score: Raw -2493195.189992 + Penalty 4715.266495 = -2488479.923497
  nChanged 4
		SP:Iteration 80F (5907.060000 sec): 3 clusters
  Score: Raw -2493196.361291 + Penalty 4715.266495 = -2488481.094796
  nChanged 7
		SP:Iteration 81Q (5907.290000 sec): 3 clusters
  Score: Raw -2493198.752344 + Penalty 4715.266495 = -2488483.485849
  nChanged 7
		SP:Iteration 82Q (5907.500000 sec): 3 clusters
  Score: Raw -2493200.736352 + Penalty 4715.266495 = -2488485.469857
  nChanged 1
		SP:Iteration 83Q (5907.770000 sec): 3 clusters
  Score: Raw -2493200.936646 + Penalty 4715.266495 = -2488485.670151
  nChanged 0
		SP:Iteration 84F (5908.040000 sec): 3 clusters
  Score: Raw -2493200.936646 + Penalty 4715.266495 = -2488485.670151
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5909.230000 sec): 2 clusters
  Score: Raw -37666832.302872 + Penalty 3039.788682 = -37663792.514189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5910.860000 sec): 3 clusters
  Score: Raw -37528405.863974 + Penalty 6079.577364 = -37522326.286610
  nChanged 101316
		SP:Iteration 1F (5912.440000 sec): 3 clusters
  Score: Raw -37587771.874453 + Penalty 6079.577364 = -37581692.297088
  nChanged 5738
		SP:Iteration 2Q (5914.130000 sec): 3 clusters
  Score: Raw -37588905.247476 + Penalty 6079.577364 = -37582825.670111
  nChanged 5963
		SP:Iteration 3Q (5915.900000 sec): 3 clusters
  Score: Raw -37590291.813544 + Penalty 6079.577364 = -37584212.236179
  nChanged 6629
		SP:Iteration 4Q (5917.610000 sec): 3 clusters
  Score: Raw -37592210.717852 + Penalty 6079.577364 = -37586131.140488
  nChanged 7626
		SP:Iteration 5Q (5919.470000 sec): 3 clusters
  Score: Raw -37595097.878631 + Penalty 6079.577364 = -37589018.301267
  nChanged 9227
		SP:Iteration 6Q (5921.360000 sec): 3 clusters
  Score: Raw -37599614.266496 + Penalty 6079.577364 = -37593534.689131
  nChanged 11083
		SP:Iteration 7F (5923.010000 sec): 3 clusters
  Score: Raw -37606297.460513 + Penalty 6079.577364 = -37600217.883149
  nChanged 12552
		SP:Iteration 8F (5924.620000 sec): 3 clusters
  Score: Raw -37614940.980006 + Penalty 6079.577364 = -37608861.402642
  nChanged 13184
		SP:Iteration 9F (5926.320000 sec): 3 clusters
  Score: Raw -37624800.461283 + Penalty 6079.577364 = -37618720.883919
  nChanged 12702
		SP:Iteration 10F (5927.990000 sec): 3 clusters
  Score: Raw -37634567.310369 + Penalty 6079.577364 = -37628487.733005
  nChanged 11519
		SP:Iteration 11F (5929.630000 sec): 3 clusters
  Score: Raw -37643653.963656 + Penalty 6079.577364 = -37637574.386291
  nChanged 10192
		SP:Iteration 12Q (5931.370000 sec): 3 clusters
  Score: Raw -37651980.055256 + Penalty 6079.577364 = -37645900.477892
  nChanged 8137
		SP:Iteration 13Q (5933.050000 sec): 3 clusters
  Score: Raw -37658795.867278 + Penalty 6079.577364 = -37652716.289914
  nChanged 5672
		SP:Iteration 14Q (5934.560000 sec): 3 clusters
  Score: Raw -37663440.336448 + Penalty 6079.577364 = -37657360.759084
  nChanged 3292
		SP:Iteration 15Q (5936.190000 sec): 3 clusters
  Score: Raw -37665981.491682 + Penalty 6079.577364 = -37659901.914318
  nChanged 1760
		SP:Iteration 16Q (5937.590000 sec): 3 clusters
  Score: Raw -37667305.204629 + Penalty 6079.577364 = -37661225.627264
  nChanged 873
		SP:Iteration 17Q (5939.120000 sec): 3 clusters
  Score: Raw -37668033.968487 + Penalty 6079.577364 = -37661954.391123
  nChanged 488
		SP:Iteration 18Q (5940.550000 sec): 3 clusters
  Score: Raw -37668488.183809 + Penalty 6079.577364 = -37662408.606445
  nChanged 289
		SP:Iteration 19Q (5941.880000 sec): 3 clusters
  Score: Raw -37668740.600436 + Penalty 6079.577364 = -37662661.023072
  nChanged 191
		SP:Iteration 20F (5943.380000 sec): 3 clusters
  Score: Raw -37668912.578400 + Penalty 6079.577364 = -37662833.001036
  nChanged 156
		SP:Iteration 21Q (5944.750000 sec): 3 clusters
  Score: Raw -37669067.122228 + Penalty 6079.577364 = -37662987.544863
  nChanged 122
		SP:Iteration 22Q (5946.060000 sec): 3 clusters
  Score: Raw -37669190.384734 + Penalty 6079.577364 = -37663110.807370
  nChanged 101
		SP:Iteration 23Q (5947.670000 sec): 3 clusters
  Score: Raw -37669282.228411 + Penalty 6079.577364 = -37663202.651047
  nChanged 77
		SP:Iteration 24Q (5948.830000 sec): 3 clusters
  Score: Raw -37669333.801565 + Penalty 6079.577364 = -37663254.224200
  nChanged 43
		SP:Iteration 25Q (5950.250000 sec): 3 clusters
  Score: Raw -37669356.601304 + Penalty 6079.577364 = -37663277.023940
  nChanged 29
		SP:Iteration 26Q (5951.630000 sec): 3 clusters
  Score: Raw -37669368.593838 + Penalty 6079.577364 = -37663289.016473
  nChanged 22
		SP:Iteration 27Q (5952.940000 sec): 3 clusters
  Score: Raw -37669376.452638 + Penalty 6079.577364 = -37663296.875274
  nChanged 11
		SP:Iteration 28Q (5954.360000 sec): 3 clusters
  Score: Raw -37669380.303281 + Penalty 6079.577364 = -37663300.725917
  nChanged 7
		SP:Iteration 29Q (5955.680000 sec): 3 clusters
  Score: Raw -37669382.895188 + Penalty 6079.577364 = -37663303.317824
  nChanged 10
		SP:Iteration 30Q (5957.090000 sec): 3 clusters
  Score: Raw -37669385.777430 + Penalty 6079.577364 = -37663306.200066
  nChanged 5
		SP:Iteration 31Q (5958.410000 sec): 3 clusters
  Score: Raw -37669387.212991 + Penalty 6079.577364 = -37663307.635626
  nChanged 2
		SP:Iteration 32Q (5959.730000 sec): 3 clusters
  Score: Raw -37669387.732258 + Penalty 6079.577364 = -37663308.154893
  nChanged 0
		SP:Iteration 33F (5961.210000 sec): 3 clusters
  Score: Raw -37669387.732258 + Penalty 6079.577364 = -37663308.154893
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (20971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5961.540000 sec): 2 clusters
  Score: Raw -3600158.383109 + Penalty 2467.822161 = -3597690.560948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5961.890000 sec): 3 clusters
  Score: Raw -3587929.175940 + Penalty 4935.644322 = -3582993.531618
  nChanged 9324
		SP:Iteration 1F (5962.220000 sec): 3 clusters
  Score: Raw -3593414.423541 + Penalty 4935.644322 = -3588478.779219
  nChanged 1444
		SP:Iteration 2F (5962.580000 sec): 3 clusters
  Score: Raw -3594362.290057 + Penalty 4935.644322 = -3589426.645736
  nChanged 1510
		SP:Iteration 3F (5962.870000 sec): 3 clusters
  Score: Raw -3595699.976390 + Penalty 4935.644322 = -3590764.332068
  nChanged 1723
		SP:Iteration 4F (5963.220000 sec): 3 clusters
  Score: Raw -3597372.236323 + Penalty 4935.644322 = -3592436.592001
  nChanged 1669
		SP:Iteration 5F (5963.580000 sec): 3 clusters
  Score: Raw -3598932.416996 + Penalty 4935.644322 = -3593996.772675
  nChanged 1362
		SP:Iteration 6F (5963.930000 sec): 3 clusters
  Score: Raw -3599930.940152 + Penalty 4935.644322 = -3594995.295830
  nChanged 967
		SP:Iteration 7Q (5964.260000 sec): 3 clusters
  Score: Raw -3600450.163896 + Penalty 4935.644322 = -3595514.519574
  nChanged 703
		SP:Iteration 8Q (5964.640000 sec): 3 clusters
  Score: Raw -3600735.689563 + Penalty 4935.644322 = -3595800.045241
  nChanged 485
		SP:Iteration 9Q (5965.020000 sec): 3 clusters
  Score: Raw -3600907.778578 + Penalty 4935.644322 = -3595972.134256
  nChanged 372
		SP:Iteration 10Q (5965.360000 sec): 3 clusters
  Score: Raw -3601012.530916 + Penalty 4935.644322 = -3596076.886595
  nChanged 296
		SP:Iteration 11Q (5965.710000 sec): 3 clusters
  Score: Raw -3601082.041422 + Penalty 4935.644322 = -3596146.397100
  nChanged 257
		SP:Iteration 12Q (5966.050000 sec): 3 clusters
  Score: Raw -3601139.543891 + Penalty 4935.644322 = -3596203.899569
  nChanged 239
		SP:Iteration 13Q (5966.400000 sec): 3 clusters
  Score: Raw -3601189.317250 + Penalty 4935.644322 = -3596253.672928
  nChanged 209
		SP:Iteration 14Q (5966.740000 sec): 3 clusters
  Score: Raw -3601233.019279 + Penalty 4935.644322 = -3596297.374957
  nChanged 226
		SP:Iteration 15Q (5967.090000 sec): 3 clusters
  Score: Raw -3601279.958856 + Penalty 4935.644322 = -3596344.314535
  nChanged 213
		SP:Iteration 16Q (5967.440000 sec): 3 clusters
  Score: Raw -3601321.778737 + Penalty 4935.644322 = -3596386.134415
  nChanged 206
		SP:Iteration 17Q (5967.750000 sec): 3 clusters
  Score: Raw -3601360.088415 + Penalty 4935.644322 = -3596424.444093
  nChanged 196
		SP:Iteration 18Q (5968.100000 sec): 3 clusters
  Score: Raw -3601400.306351 + Penalty 4935.644322 = -3596464.662029
  nChanged 222
		SP:Iteration 19Q (5968.450000 sec): 3 clusters
  Score: Raw -3601442.184513 + Penalty 4935.644322 = -3596506.540191
  nChanged 205
		SP:Iteration 20F (5968.800000 sec): 3 clusters
  Score: Raw -3601483.744347 + Penalty 4935.644322 = -3596548.100026
  nChanged 204
		SP:Iteration 21Q (5969.150000 sec): 3 clusters
  Score: Raw -3601521.104227 + Penalty 4935.644322 = -3596585.459906
  nChanged 198
		SP:Iteration 22Q (5969.510000 sec): 3 clusters
  Score: Raw -3601560.039674 + Penalty 4935.644322 = -3596624.395352
  nChanged 194
		SP:Iteration 23Q (5969.840000 sec): 3 clusters
  Score: Raw -3601596.415516 + Penalty 4935.644322 = -3596660.771194
  nChanged 193
		SP:Iteration 24Q (5970.170000 sec): 3 clusters
  Score: Raw -3601635.817003 + Penalty 4935.644322 = -3596700.172681
  nChanged 224
		SP:Iteration 25Q (5970.490000 sec): 3 clusters
  Score: Raw -3601682.003408 + Penalty 4935.644322 = -3596746.359086
  nChanged 198
		SP:Iteration 26Q (5970.810000 sec): 3 clusters
  Score: Raw -3601717.256533 + Penalty 4935.644322 = -3596781.612212
  nChanged 197
		SP:Iteration 27Q (5971.130000 sec): 3 clusters
  Score: Raw -3601755.529786 + Penalty 4935.644322 = -3596819.885464
  nChanged 214
		SP:Iteration 28Q (5971.420000 sec): 3 clusters
  Score: Raw -3601795.452318 + Penalty 4935.644322 = -3596859.807997
  nChanged 200
		SP:Iteration 29Q (5971.740000 sec): 3 clusters
  Score: Raw -3601837.300888 + Penalty 4935.644322 = -3596901.656566
  nChanged 195
		SP:Iteration 30Q (5972.040000 sec): 3 clusters
  Score: Raw -3601874.972848 + Penalty 4935.644322 = -3596939.328527
  nChanged 195
		SP:Iteration 31Q (5972.330000 sec): 3 clusters
  Score: Raw -3601915.908223 + Penalty 4935.644322 = -3596980.263901
  nChanged 198
		SP:Iteration 32Q (5972.640000 sec): 3 clusters
  Score: Raw -3601956.062866 + Penalty 4935.644322 = -3597020.418544
  nChanged 190
		SP:Iteration 33Q (5973.010000 sec): 3 clusters
  Score: Raw -3601992.476217 + Penalty 4935.644322 = -3597056.831896
  nChanged 203
		SP:Iteration 34Q (5973.310000 sec): 3 clusters
  Score: Raw -3602032.490186 + Penalty 4935.644322 = -3597096.845864
  nChanged 199
		SP:Iteration 35Q (5973.650000 sec): 3 clusters
  Score: Raw -3602071.119257 + Penalty 4935.644322 = -3597135.474935
  nChanged 188
		SP:Iteration 36Q (5973.990000 sec): 3 clusters
  Score: Raw -3602108.309135 + Penalty 4935.644322 = -3597172.664813
  nChanged 173
		SP:Iteration 37Q (5974.320000 sec): 3 clusters
  Score: Raw -3602140.456639 + Penalty 4935.644322 = -3597204.812317
  nChanged 166
		SP:Iteration 38Q (5974.620000 sec): 3 clusters
  Score: Raw -3602170.281919 + Penalty 4935.644322 = -3597234.637597
  nChanged 160
		SP:Iteration 39Q (5974.940000 sec): 3 clusters
  Score: Raw -3602196.666515 + Penalty 4935.644322 = -3597261.022194
  nChanged 136
		SP:Iteration 40F (5975.280000 sec): 3 clusters
  Score: Raw -3602220.436793 + Penalty 4935.644322 = -3597284.792471
  nChanged 128
		SP:Iteration 41Q (5975.590000 sec): 3 clusters
  Score: Raw -3602240.965201 + Penalty 4935.644322 = -3597305.320880
  nChanged 127
		SP:Iteration 42Q (5975.910000 sec): 3 clusters
  Score: Raw -3602260.765061 + Penalty 4935.644322 = -3597325.120739
  nChanged 115
		SP:Iteration 43Q (5976.280000 sec): 3 clusters
  Score: Raw -3602280.504705 + Penalty 4935.644322 = -3597344.860383
  nChanged 111
		SP:Iteration 44Q (5976.570000 sec): 3 clusters
  Score: Raw -3602301.504580 + Penalty 4935.644322 = -3597365.860258
  nChanged 104
		SP:Iteration 45Q (5976.920000 sec): 3 clusters
  Score: Raw -3602320.983725 + Penalty 4935.644322 = -3597385.339403
  nChanged 102
		SP:Iteration 46Q (5977.190000 sec): 3 clusters
  Score: Raw -3602337.746777 + Penalty 4935.644322 = -3597402.102455
  nChanged 88
		SP:Iteration 47Q (5977.500000 sec): 3 clusters
  Score: Raw -3602350.726637 + Penalty 4935.644322 = -3597415.082315
  nChanged 81
		SP:Iteration 48Q (5977.840000 sec): 3 clusters
  Score: Raw -3602363.209063 + Penalty 4935.644322 = -3597427.564741
  nChanged 85
		SP:Iteration 49Q (5978.150000 sec): 3 clusters
  Score: Raw -3602374.991552 + Penalty 4935.644322 = -3597439.347230
  nChanged 76
		SP:Iteration 50Q (5978.420000 sec): 3 clusters
  Score: Raw -3602385.419676 + Penalty 4935.644322 = -3597449.775354
  nChanged 62
		SP:Iteration 51Q (5978.780000 sec): 3 clusters
  Score: Raw -3602392.097971 + Penalty 4935.644322 = -3597456.453650
  nChanged 50
		SP:Iteration 52Q (5979.090000 sec): 3 clusters
  Score: Raw -3602398.076993 + Penalty 4935.644322 = -3597462.432671
  nChanged 52
		SP:Iteration 53Q (5979.340000 sec): 3 clusters
  Score: Raw -3602404.438161 + Penalty 4935.644322 = -3597468.793839
  nChanged 48
		SP:Iteration 54Q (5979.650000 sec): 3 clusters
  Score: Raw -3602410.488704 + Penalty 4935.644322 = -3597474.844382
  nChanged 34
		SP:Iteration 55Q (5979.940000 sec): 3 clusters
  Score: Raw -3602413.735367 + Penalty 4935.644322 = -3597478.091045
  nChanged 27
		SP:Iteration 56Q (5980.190000 sec): 3 clusters
  Score: Raw -3602416.550868 + Penalty 4935.644322 = -3597480.906546
  nChanged 37
		SP:Iteration 57Q (5980.480000 sec): 3 clusters
  Score: Raw -3602420.506638 + Penalty 4935.644322 = -3597484.862316
  nChanged 32
		SP:Iteration 58Q (5980.790000 sec): 3 clusters
  Score: Raw -3602423.886328 + Penalty 4935.644322 = -3597488.242006
  nChanged 28
		SP:Iteration 59Q (5981.040000 sec): 3 clusters
  Score: Raw -3602426.365178 + Penalty 4935.644322 = -3597490.720856
  nChanged 25
		SP:Iteration 60F (5981.350000 sec): 3 clusters
  Score: Raw -3602428.995262 + Penalty 4935.644322 = -3597493.350941
  nChanged 28
		SP:Iteration 61Q (5981.720000 sec): 3 clusters
  Score: Raw -3602431.934648 + Penalty 4935.644322 = -3597496.290326
  nChanged 25
		SP:Iteration 62Q (5982.020000 sec): 3 clusters
  Score: Raw -3602434.612070 + Penalty 4935.644322 = -3597498.967748
  nChanged 19
		SP:Iteration 63Q (5982.330000 sec): 3 clusters
  Score: Raw -3602436.570193 + Penalty 4935.644322 = -3597500.925872
  nChanged 18
		SP:Iteration 64Q (5982.640000 sec): 3 clusters
  Score: Raw -3602437.927352 + Penalty 4935.644322 = -3597502.283030
  nChanged 9
		SP:Iteration 65Q (5982.910000 sec): 3 clusters
  Score: Raw -3602438.487850 + Penalty 4935.644322 = -3597502.843528
  nChanged 11
		SP:Iteration 66Q (5983.200000 sec): 3 clusters
  Score: Raw -3602439.327543 + Penalty 4935.644322 = -3597503.683221
  nChanged 7
		SP:Iteration 67Q (5983.490000 sec): 3 clusters
  Score: Raw -3602439.724826 + Penalty 4935.644322 = -3597504.080505
  nChanged 3
		SP:Iteration 68Q (5983.780000 sec): 3 clusters
  Score: Raw -3602439.927141 + Penalty 4935.644322 = -3597504.282819
  nChanged 2
		SP:Iteration 69Q (5984.080000 sec): 3 clusters
  Score: Raw -3602440.058826 + Penalty 4935.644322 = -3597504.414504
  nChanged 0
		SP:Iteration 70F (5984.360000 sec): 3 clusters
  Score: Raw -3602440.058826 + Penalty 4935.644322 = -3597504.414504
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5984.940000 sec): 2 clusters
  Score: Raw -17126346.246756 + Penalty 2845.481754 = -17123500.765001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5985.650000 sec): 3 clusters
  Score: Raw -17064674.320376 + Penalty 5690.963509 = -17058983.356867
  nChanged 45495
		SP:Iteration 1F (5986.390000 sec): 3 clusters
  Score: Raw -17090408.670092 + Penalty 5690.963509 = -17084717.706583
  nChanged 3093
		SP:Iteration 2Q (5987.220000 sec): 3 clusters
  Score: Raw -17091152.538981 + Penalty 5690.963509 = -17085461.575472
  nChanged 3209
		SP:Iteration 3Q (5988.050000 sec): 3 clusters
  Score: Raw -17092069.500050 + Penalty 5690.963509 = -17086378.536541
  nChanged 3682
		SP:Iteration 4Q (5988.880000 sec): 3 clusters
  Score: Raw -17093409.577382 + Penalty 5690.963509 = -17087718.613873
  nChanged 4570
		SP:Iteration 5Q (5989.630000 sec): 3 clusters
  Score: Raw -17095551.504304 + Penalty 5690.963509 = -17089860.540795
  nChanged 5732
		SP:Iteration 6F (5990.360000 sec): 3 clusters
  Score: Raw -17099044.753489 + Penalty 5690.963509 = -17093353.789981
  nChanged 7148
		SP:Iteration 7F (5991.110000 sec): 3 clusters
  Score: Raw -17104431.427915 + Penalty 5690.963509 = -17098740.464406
  nChanged 7933
		SP:Iteration 8F (5991.860000 sec): 3 clusters
  Score: Raw -17111429.811421 + Penalty 5690.963509 = -17105738.847912
  nChanged 7111
		SP:Iteration 9F (5992.640000 sec): 3 clusters
  Score: Raw -17118262.449393 + Penalty 5690.963509 = -17112571.485884
  nChanged 5042
		SP:Iteration 10F (5993.440000 sec): 3 clusters
  Score: Raw -17123195.584899 + Penalty 5690.963509 = -17117504.621390
  nChanged 2361
		SP:Iteration 11Q (5994.240000 sec): 3 clusters
  Score: Raw -17125426.724575 + Penalty 5690.963509 = -17119735.761066
  nChanged 747
		SP:Iteration 12Q (5994.940000 sec): 3 clusters
  Score: Raw -17126152.664551 + Penalty 5690.963509 = -17120461.701042
  nChanged 232
		SP:Iteration 13Q (5995.600000 sec): 3 clusters
  Score: Raw -17126416.178022 + Penalty 5690.963509 = -17120725.214513
  nChanged 76
		SP:Iteration 14Q (5996.240000 sec): 3 clusters
  Score: Raw -17126522.962390 + Penalty 5690.963509 = -17120831.998882
  nChanged 37
		SP:Iteration 15Q (5996.980000 sec): 3 clusters
  Score: Raw -17126583.967527 + Penalty 5690.963509 = -17120893.004019
  nChanged 23
		SP:Iteration 16Q (5997.670000 sec): 3 clusters
  Score: Raw -17126616.821115 + Penalty 5690.963509 = -17120925.857606
  nChanged 13
		SP:Iteration 17Q (5998.420000 sec): 3 clusters
  Score: Raw -17126635.182328 + Penalty 5690.963509 = -17120944.218820
  nChanged 8
		SP:Iteration 18Q (5999.310000 sec): 3 clusters
  Score: Raw -17126647.672018 + Penalty 5690.963509 = -17120956.708509
  nChanged 7
		SP:Iteration 19Q (6000.120000 sec): 3 clusters
  Score: Raw -17126656.927892 + Penalty 5690.963509 = -17120965.964383
  nChanged 7
		SP:Iteration 20F (6001.050000 sec): 3 clusters
  Score: Raw -17126667.484552 + Penalty 5690.963509 = -17120976.521043
  nChanged 3
		SP:Iteration 21Q (6001.920000 sec): 3 clusters
  Score: Raw -17126672.547514 + Penalty 5690.963509 = -17120981.584005
  nChanged 3
		SP:Iteration 22Q (6002.770000 sec): 3 clusters
  Score: Raw -17126678.741564 + Penalty 5690.963509 = -17120987.778055
  nChanged 2
		SP:Iteration 23Q (6003.520000 sec): 3 clusters
  Score: Raw -17126683.706490 + Penalty 5690.963509 = -17120992.742981
  nChanged 2
		SP:Iteration 24Q (6004.190000 sec): 3 clusters
  Score: Raw -17126689.428713 + Penalty 5690.963509 = -17120998.465204
  nChanged 4
		SP:Iteration 25Q (6004.910000 sec): 3 clusters
  Score: Raw -17126696.862919 + Penalty 5690.963509 = -17121005.899410
  nChanged 0
		SP:Iteration 26F (6005.730000 sec): 3 clusters
  Score: Raw -17126696.862919 + Penalty 5690.963509 = -17121005.899410
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6005.870000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6006.070000 sec): 3 clusters
  Score: Raw -82589.005368 + Penalty 3110.410262 = -79478.595106
  nChanged 92
		SP:Iteration 1F (6006.270000 sec): 3 clusters
  Score: Raw -82788.342529 + Penalty 3110.410262 = -79677.932267
  nChanged 39
		SP:Iteration 2F (6006.470000 sec): 3 clusters
  Score: Raw -82897.683390 + Penalty 3110.410262 = -79787.273127
  nChanged 20
		SP:Iteration 3Q (6006.650000 sec): 3 clusters
  Score: Raw -82947.233940 + Penalty 3110.410262 = -79836.823678
  nChanged 9
		SP:Iteration 4Q (6006.800000 sec): 3 clusters
  Score: Raw -82967.961564 + Penalty 3110.410262 = -79857.551301
  nChanged 14
		SP:Iteration 5Q (6007.000000 sec): 3 clusters
  Score: Raw -83003.186774 + Penalty 3110.410262 = -79892.776512
  nChanged 9
		SP:Iteration 6Q (6007.180000 sec): 3 clusters
  Score: Raw -83029.831655 + Penalty 3110.410262 = -79919.421393
  nChanged 9
		SP:Iteration 7Q (6007.370000 sec): 3 clusters
  Score: Raw -83063.545013 + Penalty 3110.410262 = -79953.134751
  nChanged 4
		SP:Iteration 8Q (6007.470000 sec): 3 clusters
  Score: Raw -83082.328111 + Penalty 3110.410262 = -79971.917849
  nChanged 4
		SP:Iteration 9Q (6007.600000 sec): 3 clusters
  Score: Raw -83097.817701 + Penalty 3110.410262 = -79987.407439
  nChanged 1
		SP:Iteration 10Q (6007.730000 sec): 3 clusters
  Score: Raw -83098.750882 + Penalty 3110.410262 = -79988.340619
  nChanged 0
		SP:Iteration 11F (6007.930000 sec): 3 clusters
  Score: Raw -83098.750882 + Penalty 3110.410262 = -79988.340619
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6008.000000 sec): 2 clusters
  Score: Raw -52344.091085 + Penalty 1447.033063 = -50897.058022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6008.190000 sec): 3 clusters
  Score: Raw -52649.959794 + Penalty 2894.066126 = -49755.893668
  nChanged 57
		SP:Iteration 1F (6008.350000 sec): 3 clusters
  Score: Raw -52818.522113 + Penalty 2894.066126 = -49924.455987
  nChanged 21
		SP:Iteration 2F (6008.520000 sec): 3 clusters
  Score: Raw -52878.924694 + Penalty 2894.066126 = -49984.858569
  nChanged 30
		SP:Iteration 3F (6008.670000 sec): 3 clusters
  Score: Raw -52967.818577 + Penalty 2894.066126 = -50073.752452
  nChanged 15
		SP:Iteration 4Q (6008.830000 sec): 3 clusters
  Score: Raw -53016.358335 + Penalty 2894.066126 = -50122.292209
  nChanged 12
		SP:Iteration 5Q (6009.000000 sec): 3 clusters
  Score: Raw -53070.346804 + Penalty 2894.066126 = -50176.280679
  nChanged 7
		SP:Iteration 6Q (6009.170000 sec): 3 clusters
  Score: Raw -53130.165915 + Penalty 2894.066126 = -50236.099789
  nChanged 4
		SP:Iteration 7Q (6009.380000 sec): 3 clusters
  Score: Raw -53158.117102 + Penalty 2894.066126 = -50264.050976
  nChanged 3
		SP:Iteration 8Q (6009.550000 sec): 3 clusters
  Score: Raw -53176.604586 + Penalty 2894.066126 = -50282.538461
  nChanged 1
		SP:Iteration 9Q (6009.690000 sec): 3 clusters
  Score: Raw -53182.585804 + Penalty 2894.066126 = -50288.519678
  nChanged 2
		SP:Iteration 10Q (6009.840000 sec): 3 clusters
  Score: Raw -53203.308392 + Penalty 2894.066126 = -50309.242266
  nChanged 3
		SP:Iteration 11Q (6009.980000 sec): 3 clusters
  Score: Raw -53244.368360 + Penalty 2894.066126 = -50350.302235
  nChanged 1
		SP:Iteration 12Q (6010.110000 sec): 3 clusters
  Score: Raw -53248.014782 + Penalty 2894.066126 = -50353.948657
  nChanged 1
		SP:Iteration 13Q (6010.280000 sec): 3 clusters
  Score: Raw -53253.875252 + Penalty 2894.066126 = -50359.809127
  nChanged 1
		SP:Iteration 14Q (6010.420000 sec): 3 clusters
  Score: Raw -53255.884319 + Penalty 2894.066126 = -50361.818194
  nChanged 0
		SP:Iteration 15F (6010.580000 sec): 3 clusters
  Score: Raw -53255.884319 + Penalty 2894.066126 = -50361.818194
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6010.670000 sec): 2 clusters
  Score: Raw -90756.870933 + Penalty 1572.846112 = -89184.024822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6010.820000 sec): 3 clusters
  Score: Raw -91032.813068 + Penalty 3145.692224 = -87887.120844
  nChanged 144
		SP:Iteration 1F (6010.960000 sec): 3 clusters
  Score: Raw -91551.163299 + Penalty 3145.692224 = -88405.471076
  nChanged 74
		SP:Iteration 2F (6011.150000 sec): 3 clusters
  Score: Raw -91849.963123 + Penalty 3145.692224 = -88704.270899
  nChanged 31
		SP:Iteration 3F (6011.290000 sec): 3 clusters
  Score: Raw -92055.677690 + Penalty 3145.692224 = -88909.985466
  nChanged 25
		SP:Iteration 4Q (6011.440000 sec): 3 clusters
  Score: Raw -92327.928157 + Penalty 3145.692224 = -89182.235933
  nChanged 18
		SP:Iteration 5Q (6011.570000 sec): 3 clusters
  Score: Raw -92671.802989 + Penalty 3145.692224 = -89526.110765
  nChanged 11
		SP:Iteration 6Q (6011.720000 sec): 3 clusters
  Score: Raw -92906.302618 + Penalty 3145.692224 = -89760.610395
  nChanged 7
		SP:Iteration 7Q (6011.840000 sec): 3 clusters
  Score: Raw -92988.931138 + Penalty 3145.692224 = -89843.238915
  nChanged 2
		SP:Iteration 8Q (6011.990000 sec): 3 clusters
  Score: Raw -93016.831670 + Penalty 3145.692224 = -89871.139446
  nChanged 0
		SP:Iteration 9F (6012.180000 sec): 3 clusters
  Score: Raw -93016.831670 + Penalty 3145.692224 = -89871.139446
  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 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6012.280000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6012.420000 sec): 3 clusters
  Score: Raw -79075.428659 + Penalty 3061.163496 = -76014.265162
  nChanged 88
		SP:Iteration 1F (6012.580000 sec): 3 clusters
  Score: Raw -79257.226985 + Penalty 3061.163496 = -76196.063489
  nChanged 18
		SP:Iteration 2Q (6012.750000 sec): 3 clusters
  Score: Raw -79305.027606 + Penalty 3061.163496 = -76243.864110
  nChanged 3
		SP:Iteration 3Q (6012.880000 sec): 3 clusters
  Score: Raw -79310.592370 + Penalty 3061.163496 = -76249.428874
  nChanged 3
		SP:Iteration 4Q (6013.030000 sec): 3 clusters
  Score: Raw -79316.612875 + Penalty 3061.163496 = -76255.449379
  nChanged 2
		SP:Iteration 5Q (6013.140000 sec): 3 clusters
  Score: Raw -79319.788718 + Penalty 3061.163496 = -76258.625221
  nChanged 1
		SP:Iteration 6Q (6013.300000 sec): 3 clusters
  Score: Raw -79322.844246 + Penalty 3061.163496 = -76261.680749
  nChanged 1
		SP:Iteration 7Q (6013.460000 sec): 3 clusters
  Score: Raw -79326.423126 + Penalty 3061.163496 = -76265.259629
  nChanged 0
		SP:Iteration 8F (6013.640000 sec): 3 clusters
  Score: Raw -79326.423126 + Penalty 3061.163496 = -76265.259629
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (1202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6013.730000 sec): 2 clusters
  Score: Raw -198848.112816 + Penalty 1758.752045 = -197089.360772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6013.890000 sec): 3 clusters
  Score: Raw -198586.042598 + Penalty 3517.504089 = -195068.538509
  nChanged 358
		SP:Iteration 1F (6014.030000 sec): 3 clusters
  Score: Raw -199130.463600 + Penalty 3517.504089 = -195612.959511
  nChanged 132
		SP:Iteration 2F (6014.150000 sec): 3 clusters
  Score: Raw -199538.938925 + Penalty 3517.504089 = -196021.434836
  nChanged 92
		SP:Iteration 3F (6014.290000 sec): 3 clusters
  Score: Raw -200098.787808 + Penalty 3517.504089 = -196581.283719
  nChanged 66
		SP:Iteration 4F (6014.500000 sec): 3 clusters
  Score: Raw -200464.008434 + Penalty 3517.504089 = -196946.504345
  nChanged 62
		SP:Iteration 5F (6014.630000 sec): 3 clusters
  Score: Raw -200619.572758 + Penalty 3517.504089 = -197102.068669
  nChanged 31
		SP:Iteration 6Q (6014.750000 sec): 3 clusters
  Score: Raw -200695.086351 + Penalty 3517.504089 = -197177.582262
  nChanged 16
		SP:Iteration 7Q (6014.910000 sec): 3 clusters
  Score: Raw -200750.289385 + Penalty 3517.504089 = -197232.785296
  nChanged 10
		SP:Iteration 8Q (6015.090000 sec): 3 clusters
  Score: Raw -200776.470619 + Penalty 3517.504089 = -197258.966530
  nChanged 9
		SP:Iteration 9Q (6015.230000 sec): 3 clusters
  Score: Raw -200802.449272 + Penalty 3517.504089 = -197284.945183
  nChanged 8
		SP:Iteration 10Q (6015.370000 sec): 3 clusters
  Score: Raw -200835.194631 + Penalty 3517.504089 = -197317.690542
  nChanged 12
		SP:Iteration 11Q (6015.510000 sec): 3 clusters
  Score: Raw -200859.610781 + Penalty 3517.504089 = -197342.106692
  nChanged 10
		SP:Iteration 12Q (6015.630000 sec): 3 clusters
  Score: Raw -200883.561563 + Penalty 3517.504089 = -197366.057474
  nChanged 8
		SP:Iteration 13Q (6015.810000 sec): 3 clusters
  Score: Raw -200896.831841 + Penalty 3517.504089 = -197379.327751
  nChanged 3
		SP:Iteration 14Q (6015.930000 sec): 3 clusters
  Score: Raw -200903.162349 + Penalty 3517.504089 = -197385.658259
  nChanged 5
		SP:Iteration 15Q (6016.110000 sec): 3 clusters
  Score: Raw -200913.746439 + Penalty 3517.504089 = -197396.242350
  nChanged 6
		SP:Iteration 16Q (6016.250000 sec): 3 clusters
  Score: Raw -200932.695963 + Penalty 3517.504089 = -197415.191874
  nChanged 6
		SP:Iteration 17Q (6016.390000 sec): 3 clusters
  Score: Raw -200952.060793 + Penalty 3517.504089 = -197434.556704
  nChanged 9
		SP:Iteration 18Q (6016.570000 sec): 3 clusters
  Score: Raw -200983.488257 + Penalty 3517.504089 = -197465.984168
  nChanged 6
		SP:Iteration 19Q (6016.660000 sec): 3 clusters
  Score: Raw -201011.232242 + Penalty 3517.504089 = -197493.728153
  nChanged 3
		SP:Iteration 20F (6016.790000 sec): 3 clusters
  Score: Raw -201030.684277 + Penalty 3517.504089 = -197513.180188
  nChanged 2
		SP:Iteration 21Q (6016.920000 sec): 3 clusters
  Score: Raw -201041.380506 + Penalty 3517.504089 = -197523.876417
  nChanged 2
		SP:Iteration 22Q (6017.060000 sec): 3 clusters
  Score: Raw -201045.871542 + Penalty 3517.504089 = -197528.367453
  nChanged 1
		SP:Iteration 23Q (6017.200000 sec): 3 clusters
  Score: Raw -201048.034525 + Penalty 3517.504089 = -197530.530436
  nChanged 2
		SP:Iteration 24Q (6017.330000 sec): 3 clusters
  Score: Raw -201053.136599 + Penalty 3517.504089 = -197535.632510
  nChanged 1
		SP:Iteration 25Q (6017.510000 sec): 3 clusters
  Score: Raw -201055.255407 + Penalty 3517.504089 = -197537.751318
  nChanged 3
		SP:Iteration 26Q (6017.670000 sec): 3 clusters
  Score: Raw -201061.312510 + Penalty 3517.504089 = -197543.808421
  nChanged 2
		SP:Iteration 27Q (6017.830000 sec): 3 clusters
  Score: Raw -201067.370885 + Penalty 3517.504089 = -197549.866796
  nChanged 0
		SP:Iteration 28F (6018.010000 sec): 3 clusters
  Score: Raw -201067.370885 + Penalty 3517.504089 = -197549.866796
  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 3.86 GB.

 Trying to split cluster 22 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6018.080000 sec): 2 clusters
  Score: Raw -17499.501171 + Penalty 1280.866922 = -16218.634250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6018.220000 sec): 3 clusters
  Score: Raw -17805.147425 + Penalty 2561.733843 = -15243.413582
  nChanged 15
		SP:Iteration 1F (6018.380000 sec): 3 clusters
  Score: Raw -17865.818787 + Penalty 2561.733843 = -15304.084944
  nChanged 4
		SP:Iteration 2Q (6018.480000 sec): 3 clusters
  Score: Raw -17885.101615 + Penalty 2561.733843 = -15323.367772
  nChanged 2
		SP:Iteration 3Q (6018.660000 sec): 3 clusters
  Score: Raw -17890.073090 + Penalty 2561.733843 = -15328.339247
  nChanged 0
		SP:Iteration 4F (6018.820000 sec): 3 clusters
  Score: Raw -17890.073090 + Penalty 2561.733843 = -15328.339247
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6018.940000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6019.120000 sec): 3 clusters
  Score: Raw -134662.215022 + Penalty 3290.125943 = -131372.089079
  nChanged 148
		SP:Iteration 1F (6019.280000 sec): 3 clusters
  Score: Raw -134870.917035 + Penalty 3290.125943 = -131580.791092
  nChanged 33
		SP:Iteration 2Q (6019.410000 sec): 3 clusters
  Score: Raw -134920.712396 + Penalty 3290.125943 = -131630.586454
  nChanged 22
		SP:Iteration 3Q (6019.540000 sec): 3 clusters
  Score: Raw -134954.239741 + Penalty 3290.125943 = -131664.113798
  nChanged 4
		SP:Iteration 4Q (6019.610000 sec): 3 clusters
  Score: Raw -134961.341367 + Penalty 3290.125943 = -131671.215424
  nChanged 4
		SP:Iteration 5Q (6019.750000 sec): 3 clusters
  Score: Raw -134969.450654 + Penalty 3290.125943 = -131679.324711
  nChanged 4
		SP:Iteration 6Q (6019.880000 sec): 3 clusters
  Score: Raw -134976.064446 + Penalty 3290.125943 = -131685.938503
  nChanged 3
		SP:Iteration 7Q (6019.980000 sec): 3 clusters
  Score: Raw -134979.351408 + Penalty 3290.125943 = -131689.225465
  nChanged 0
		SP:Iteration 8F (6020.150000 sec): 3 clusters
  Score: Raw -134979.351408 + Penalty 3290.125943 = -131689.225465
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6020.250000 sec): 2 clusters
  Score: Raw -271449.138570 + Penalty 1824.040476 = -269625.098093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6020.430000 sec): 3 clusters
  Score: Raw -270936.294365 + Penalty 3648.080953 = -267288.213412
  nChanged 482
		SP:Iteration 1F (6020.610000 sec): 3 clusters
  Score: Raw -271368.802340 + Penalty 3648.080953 = -267720.721387
  nChanged 119
		SP:Iteration 2F (6020.800000 sec): 3 clusters
  Score: Raw -271501.716340 + Penalty 3648.080953 = -267853.635387
  nChanged 67
		SP:Iteration 3Q (6020.930000 sec): 3 clusters
  Score: Raw -271577.200425 + Penalty 3648.080953 = -267929.119472
  nChanged 44
		SP:Iteration 4Q (6021.050000 sec): 3 clusters
  Score: Raw -271628.623431 + Penalty 3648.080953 = -267980.542479
  nChanged 41
		SP:Iteration 5Q (6021.200000 sec): 3 clusters
  Score: Raw -271674.566354 + Penalty 3648.080953 = -268026.485401
  nChanged 35
		SP:Iteration 6Q (6021.340000 sec): 3 clusters
  Score: Raw -271708.388292 + Penalty 3648.080953 = -268060.307340
  nChanged 18
		SP:Iteration 7Q (6021.480000 sec): 3 clusters
  Score: Raw -271726.045864 + Penalty 3648.080953 = -268077.964912
  nChanged 17
		SP:Iteration 8Q (6021.600000 sec): 3 clusters
  Score: Raw -271743.016227 + Penalty 3648.080953 = -268094.935274
  nChanged 19
		SP:Iteration 9Q (6021.790000 sec): 3 clusters
  Score: Raw -271760.466615 + Penalty 3648.080953 = -268112.385662
  nChanged 9
		SP:Iteration 10Q (6021.950000 sec): 3 clusters
  Score: Raw -271771.222904 + Penalty 3648.080953 = -268123.141951
  nChanged 7
		SP:Iteration 11Q (6022.110000 sec): 3 clusters
  Score: Raw -271780.639639 + Penalty 3648.080953 = -268132.558686
  nChanged 8
		SP:Iteration 12Q (6022.290000 sec): 3 clusters
  Score: Raw -271787.135787 + Penalty 3648.080953 = -268139.054834
  nChanged 6
		SP:Iteration 13Q (6022.500000 sec): 3 clusters
  Score: Raw -271792.517523 + Penalty 3648.080953 = -268144.436570
  nChanged 7
		SP:Iteration 14Q (6022.630000 sec): 3 clusters
  Score: Raw -271798.011413 + Penalty 3648.080953 = -268149.930460
  nChanged 6
		SP:Iteration 15Q (6022.800000 sec): 3 clusters
  Score: Raw -271804.887325 + Penalty 3648.080953 = -268156.806372
  nChanged 4
		SP:Iteration 16Q (6022.970000 sec): 3 clusters
  Score: Raw -271810.423151 + Penalty 3648.080953 = -268162.342198
  nChanged 5
		SP:Iteration 17Q (6023.180000 sec): 3 clusters
  Score: Raw -271815.301304 + Penalty 3648.080953 = -268167.220351
  nChanged 5
		SP:Iteration 18Q (6023.310000 sec): 3 clusters
  Score: Raw -271819.084527 + Penalty 3648.080953 = -268171.003574
  nChanged 2
		SP:Iteration 19Q (6023.470000 sec): 3 clusters
  Score: Raw -271821.475389 + Penalty 3648.080953 = -268173.394436
  nChanged 2
		SP:Iteration 20F (6023.640000 sec): 3 clusters
  Score: Raw -271823.952899 + Penalty 3648.080953 = -268175.871946
  nChanged 4
		SP:Iteration 21Q (6023.800000 sec): 3 clusters
  Score: Raw -271826.971830 + Penalty 3648.080953 = -268178.890877
  nChanged 3
		SP:Iteration 22Q (6024.040000 sec): 3 clusters
  Score: Raw -271828.434359 + Penalty 3648.080953 = -268180.353406
  nChanged 2
		SP:Iteration 23Q (6024.210000 sec): 3 clusters
  Score: Raw -271830.081845 + Penalty 3648.080953 = -268182.000893
  nChanged 3
		SP:Iteration 24Q (6024.430000 sec): 3 clusters
  Score: Raw -271831.280596 + Penalty 3648.080953 = -268183.199643
  nChanged 2
		SP:Iteration 25Q (6024.630000 sec): 3 clusters
  Score: Raw -271832.147780 + Penalty 3648.080953 = -268184.066827
  nChanged 1
		SP:Iteration 26Q (6024.830000 sec): 3 clusters
  Score: Raw -271832.602046 + Penalty 3648.080953 = -268184.521093
  nChanged 0
		SP:Iteration 27F (6025.010000 sec): 3 clusters
  Score: Raw -271832.602046 + Penalty 3648.080953 = -268184.521093
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6025.090000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6025.290000 sec): 3 clusters
  Score: Raw -60075.202860 + Penalty 2976.701779 = -57098.501081
  nChanged 69
		SP:Iteration 1F (6025.440000 sec): 3 clusters
  Score: Raw -60233.586029 + Penalty 2976.701779 = -57256.884250
  nChanged 16
		SP:Iteration 2Q (6025.650000 sec): 3 clusters
  Score: Raw -60297.977182 + Penalty 2976.701779 = -57321.275402
  nChanged 9
		SP:Iteration 3Q (6025.830000 sec): 3 clusters
  Score: Raw -60322.042808 + Penalty 2976.701779 = -57345.341028
  nChanged 4
		SP:Iteration 4Q (6025.970000 sec): 3 clusters
  Score: Raw -60352.464803 + Penalty 2976.701779 = -57375.763023
  nChanged 6
		SP:Iteration 5Q (6026.130000 sec): 3 clusters
  Score: Raw -60392.893896 + Penalty 2976.701779 = -57416.192116
  nChanged 5
		SP:Iteration 6Q (6026.290000 sec): 3 clusters
  Score: Raw -60406.151703 + Penalty 2976.701779 = -57429.449923
  nChanged 4
		SP:Iteration 7Q (6026.470000 sec): 3 clusters
  Score: Raw -60412.844557 + Penalty 2976.701779 = -57436.142777
  nChanged 3
		SP:Iteration 8Q (6026.610000 sec): 3 clusters
  Score: Raw -60419.889178 + Penalty 2976.701779 = -57443.187399
  nChanged 1
		SP:Iteration 9Q (6026.710000 sec): 3 clusters
  Score: Raw -60421.055679 + Penalty 2976.701779 = -57444.353900
  nChanged 1
		SP:Iteration 10Q (6026.890000 sec): 3 clusters
  Score: Raw -60423.105716 + Penalty 2976.701779 = -57446.403937
  nChanged 1
		SP:Iteration 11Q (6027.060000 sec): 3 clusters
  Score: Raw -60425.085949 + Penalty 2976.701779 = -57448.384170
  nChanged 1
		SP:Iteration 12Q (6027.230000 sec): 3 clusters
  Score: Raw -60426.641526 + Penalty 2976.701779 = -57449.939746
  nChanged 1
		SP:Iteration 13Q (6027.360000 sec): 3 clusters
  Score: Raw -60442.510092 + Penalty 2976.701779 = -57465.808313
  nChanged 3
		SP:Iteration 14Q (6027.480000 sec): 3 clusters
  Score: Raw -60457.980897 + Penalty 2976.701779 = -57481.279117
  nChanged 6
		SP:Iteration 15Q (6027.630000 sec): 3 clusters
  Score: Raw -60502.116285 + Penalty 2976.701779 = -57525.414505
  nChanged 2
		SP:Iteration 16Q (6027.790000 sec): 3 clusters
  Score: Raw -60509.277552 + Penalty 2976.701779 = -57532.575772
  nChanged 5
		SP:Iteration 17Q (6027.950000 sec): 3 clusters
  Score: Raw -60549.678570 + Penalty 2976.701779 = -57572.976791
  nChanged 6
		SP:Iteration 18Q (6028.120000 sec): 3 clusters
  Score: Raw -60574.927329 + Penalty 2976.701779 = -57598.225550
  nChanged 6
		SP:Iteration 19Q (6028.290000 sec): 3 clusters
  Score: Raw -60610.450574 + Penalty 2976.701779 = -57633.748794
  nChanged 3
		SP:Iteration 20F (6028.490000 sec): 3 clusters
  Score: Raw -60616.553313 + Penalty 2976.701779 = -57639.851533
  nChanged 3
		SP:Iteration 21Q (6028.650000 sec): 3 clusters
  Score: Raw -60624.312581 + Penalty 2976.701779 = -57647.610802
  nChanged 2
		SP:Iteration 22Q (6028.870000 sec): 3 clusters
  Score: Raw -60631.272313 + Penalty 2976.701779 = -57654.570534
  nChanged 1
		SP:Iteration 23Q (6029.050000 sec): 3 clusters
  Score: Raw -60632.449701 + Penalty 2976.701779 = -57655.747921
  nChanged 0
		SP:Iteration 24F (6029.180000 sec): 3 clusters
  Score: Raw -60632.449701 + Penalty 2976.701779 = -57655.747921
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6029.250000 sec): 2 clusters
  Score: Raw -189591.297806 + Penalty 1747.568525 = -187843.729282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6029.410000 sec): 3 clusters
  Score: Raw -189257.869041 + Penalty 3495.137050 = -185762.731991
  nChanged 310
		SP:Iteration 1F (6029.550000 sec): 3 clusters
  Score: Raw -189533.565862 + Penalty 3495.137050 = -186038.428812
  nChanged 73
		SP:Iteration 2F (6029.700000 sec): 3 clusters
  Score: Raw -189613.205063 + Penalty 3495.137050 = -186118.068013
  nChanged 41
		SP:Iteration 3Q (6029.850000 sec): 3 clusters
  Score: Raw -189664.701280 + Penalty 3495.137050 = -186169.564230
  nChanged 18
		SP:Iteration 4Q (6030.000000 sec): 3 clusters
  Score: Raw -189682.902572 + Penalty 3495.137050 = -186187.765522
  nChanged 15
		SP:Iteration 5Q (6030.140000 sec): 3 clusters
  Score: Raw -189704.713655 + Penalty 3495.137050 = -186209.576606
  nChanged 17
		SP:Iteration 6Q (6030.290000 sec): 3 clusters
  Score: Raw -189724.477336 + Penalty 3495.137050 = -186229.340286
  nChanged 12
		SP:Iteration 7Q (6030.450000 sec): 3 clusters
  Score: Raw -189734.819185 + Penalty 3495.137050 = -186239.682135
  nChanged 11
		SP:Iteration 8Q (6030.610000 sec): 3 clusters
  Score: Raw -189745.042468 + Penalty 3495.137050 = -186249.905418
  nChanged 9
		SP:Iteration 9Q (6030.770000 sec): 3 clusters
  Score: Raw -189753.059228 + Penalty 3495.137050 = -186257.922179
  nChanged 4
		SP:Iteration 10Q (6030.970000 sec): 3 clusters
  Score: Raw -189759.026862 + Penalty 3495.137050 = -186263.889813
  nChanged 3
		SP:Iteration 11Q (6031.120000 sec): 3 clusters
  Score: Raw -189762.298591 + Penalty 3495.137050 = -186267.161541
  nChanged 4
		SP:Iteration 12Q (6031.270000 sec): 3 clusters
  Score: Raw -189766.344778 + Penalty 3495.137050 = -186271.207728
  nChanged 1
		SP:Iteration 13Q (6031.420000 sec): 3 clusters
  Score: Raw -189767.153487 + Penalty 3495.137050 = -186272.016437
  nChanged 1
		SP:Iteration 14Q (6031.570000 sec): 3 clusters
  Score: Raw -189770.504040 + Penalty 3495.137050 = -186275.366990
  nChanged 2
		SP:Iteration 15Q (6031.680000 sec): 3 clusters
  Score: Raw -189772.676878 + Penalty 3495.137050 = -186277.539829
  nChanged 0
		SP:Iteration 16F (6031.840000 sec): 3 clusters
  Score: Raw -189772.676878 + Penalty 3495.137050 = -186277.539829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6032.480000 sec): 2 clusters
  Score: Raw -19119453.912286 + Penalty 2854.634458 = -19116599.277828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6033.570000 sec): 3 clusters
  Score: Raw -19055574.635689 + Penalty 5709.268917 = -19049865.366773
  nChanged 47096
		SP:Iteration 1F (6034.510000 sec): 3 clusters
  Score: Raw -19082129.991938 + Penalty 5709.268917 = -19076420.723021
  nChanged 3132
		SP:Iteration 2Q (6035.410000 sec): 3 clusters
  Score: Raw -19082777.391727 + Penalty 5709.268917 = -19077068.122811
  nChanged 2980
		SP:Iteration 3Q (6036.430000 sec): 3 clusters
  Score: Raw -19083442.135743 + Penalty 5709.268917 = -19077732.866827
  nChanged 3136
		SP:Iteration 4Q (6037.420000 sec): 3 clusters
  Score: Raw -19084238.746533 + Penalty 5709.268917 = -19078529.477616
  nChanged 3407
		SP:Iteration 5Q (6038.460000 sec): 3 clusters
  Score: Raw -19085242.243198 + Penalty 5709.268917 = -19079532.974281
  nChanged 3846
		SP:Iteration 6Q (6039.430000 sec): 3 clusters
  Score: Raw -19086595.150345 + Penalty 5709.268917 = -19080885.881429
  nChanged 4638
		SP:Iteration 7Q (6040.390000 sec): 3 clusters
  Score: Raw -19088701.078068 + Penalty 5709.268917 = -19082991.809152
  nChanged 5822
		SP:Iteration 8F (6041.270000 sec): 3 clusters
  Score: Raw -19092122.488302 + Penalty 5709.268917 = -19086413.219385
  nChanged 7403
		SP:Iteration 9F (6042.230000 sec): 3 clusters
  Score: Raw -19097620.627462 + Penalty 5709.268917 = -19091911.358546
  nChanged 8334
		SP:Iteration 10F (6043.190000 sec): 3 clusters
  Score: Raw -19104945.025122 + Penalty 5709.268917 = -19099235.756205
  nChanged 7386
		SP:Iteration 11F (6044.110000 sec): 3 clusters
  Score: Raw -19112015.980027 + Penalty 5709.268917 = -19106306.711110
  nChanged 4805
		SP:Iteration 12Q (6045.050000 sec): 3 clusters
  Score: Raw -19116594.975985 + Penalty 5709.268917 = -19110885.707068
  nChanged 2133
		SP:Iteration 13Q (6045.900000 sec): 3 clusters
  Score: Raw -19118550.760727 + Penalty 5709.268917 = -19112841.491810
  nChanged 759
		SP:Iteration 14Q (6046.720000 sec): 3 clusters
  Score: Raw -19119304.494471 + Penalty 5709.268917 = -19113595.225554
  nChanged 207
		SP:Iteration 15Q (6047.450000 sec): 3 clusters
  Score: Raw -19119559.610894 + Penalty 5709.268917 = -19113850.341977
  nChanged 76
		SP:Iteration 16Q (6048.310000 sec): 3 clusters
  Score: Raw -19119672.819431 + Penalty 5709.268917 = -19113963.550514
  nChanged 34
		SP:Iteration 17Q (6049.090000 sec): 3 clusters
  Score: Raw -19119723.257640 + Penalty 5709.268917 = -19114013.988723
  nChanged 20
		SP:Iteration 18Q (6049.920000 sec): 3 clusters
  Score: Raw -19119751.160324 + Penalty 5709.268917 = -19114041.891407
  nChanged 17
		SP:Iteration 19Q (6050.760000 sec): 3 clusters
  Score: Raw -19119770.113293 + Penalty 5709.268917 = -19114060.844377
  nChanged 6
		SP:Iteration 20F (6051.890000 sec): 3 clusters
  Score: Raw -19119778.585390 + Penalty 5709.268917 = -19114069.316473
  nChanged 4
		SP:Iteration 21Q (6052.820000 sec): 3 clusters
  Score: Raw -19119782.757523 + Penalty 5709.268917 = -19114073.488606
  nChanged 6
		SP:Iteration 22Q (6053.700000 sec): 3 clusters
  Score: Raw -19119789.927692 + Penalty 5709.268917 = -19114080.658775
  nChanged 1
		SP:Iteration 23Q (6054.580000 sec): 3 clusters
  Score: Raw -19119791.817214 + Penalty 5709.268917 = -19114082.548298
  nChanged 1
		SP:Iteration 24Q (6055.370000 sec): 3 clusters
  Score: Raw -19119793.625985 + Penalty 5709.268917 = -19114084.357068
  nChanged 1
		SP:Iteration 25Q (6056.130000 sec): 3 clusters
  Score: Raw -19119794.598158 + Penalty 5709.268917 = -19114085.329241
  nChanged 0
		SP:Iteration 26F (6056.980000 sec): 3 clusters
  Score: Raw -19119794.598158 + Penalty 5709.268917 = -19114085.329241
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6057.140000 sec): 2 clusters
  Score: Raw -139947.975738 + Penalty 1680.573734 = -138267.402004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6057.340000 sec): 3 clusters
  Score: Raw -139780.412583 + Penalty 3361.147468 = -136419.265115
  nChanged 228
		SP:Iteration 1F (6057.480000 sec): 3 clusters
  Score: Raw -140116.301818 + Penalty 3361.147468 = -136755.154349
  nChanged 59
		SP:Iteration 2F (6057.650000 sec): 3 clusters
  Score: Raw -140217.315208 + Penalty 3361.147468 = -136856.167740
  nChanged 28
		SP:Iteration 3Q (6057.890000 sec): 3 clusters
  Score: Raw -140253.472183 + Penalty 3361.147468 = -136892.324714
  nChanged 11
		SP:Iteration 4Q (6058.030000 sec): 3 clusters
  Score: Raw -140272.556572 + Penalty 3361.147468 = -136911.409104
  nChanged 20
		SP:Iteration 5Q (6058.200000 sec): 3 clusters
  Score: Raw -140292.753921 + Penalty 3361.147468 = -136931.606453
  nChanged 7
		SP:Iteration 6Q (6058.370000 sec): 3 clusters
  Score: Raw -140302.902063 + Penalty 3361.147468 = -136941.754595
  nChanged 9
		SP:Iteration 7Q (6058.550000 sec): 3 clusters
  Score: Raw -140315.383308 + Penalty 3361.147468 = -136954.235840
  nChanged 10
		SP:Iteration 8Q (6058.730000 sec): 3 clusters
  Score: Raw -140334.577805 + Penalty 3361.147468 = -136973.430336
  nChanged 10
		SP:Iteration 9Q (6058.900000 sec): 3 clusters
  Score: Raw -140350.329206 + Penalty 3361.147468 = -136989.181738
  nChanged 12
		SP:Iteration 10Q (6059.040000 sec): 3 clusters
  Score: Raw -140368.638409 + Penalty 3361.147468 = -137007.490941
  nChanged 13
		SP:Iteration 11Q (6059.170000 sec): 3 clusters
  Score: Raw -140392.126316 + Penalty 3361.147468 = -137030.978848
  nChanged 15
		SP:Iteration 12Q (6059.300000 sec): 3 clusters
  Score: Raw -140418.183179 + Penalty 3361.147468 = -137057.035711
  nChanged 14
		SP:Iteration 13Q (6059.460000 sec): 3 clusters
  Score: Raw -140435.359073 + Penalty 3361.147468 = -137074.211605
  nChanged 6
		SP:Iteration 14Q (6059.650000 sec): 3 clusters
  Score: Raw -140442.746256 + Penalty 3361.147468 = -137081.598787
  nChanged 9
		SP:Iteration 15Q (6059.780000 sec): 3 clusters
  Score: Raw -140455.076050 + Penalty 3361.147468 = -137093.928582
  nChanged 9
		SP:Iteration 16Q (6060.000000 sec): 3 clusters
  Score: Raw -140469.094881 + Penalty 3361.147468 = -137107.947413
  nChanged 6
		SP:Iteration 17Q (6060.170000 sec): 3 clusters
  Score: Raw -140477.502258 + Penalty 3361.147468 = -137116.354790
  nChanged 6
		SP:Iteration 18Q (6060.430000 sec): 3 clusters
  Score: Raw -140489.412587 + Penalty 3361.147468 = -137128.265119
  nChanged 4
		SP:Iteration 19Q (6060.630000 sec): 3 clusters
  Score: Raw -140503.239882 + Penalty 3361.147468 = -137142.092413
  nChanged 7
		SP:Iteration 20F (6060.760000 sec): 3 clusters
  Score: Raw -140517.556132 + Penalty 3361.147468 = -137156.408664
  nChanged 3
		SP:Iteration 21Q (6060.930000 sec): 3 clusters
  Score: Raw -140528.626231 + Penalty 3361.147468 = -137167.478763
  nChanged 5
		SP:Iteration 22Q (6061.110000 sec): 3 clusters
  Score: Raw -140550.703021 + Penalty 3361.147468 = -137189.555553
  nChanged 10
		SP:Iteration 23Q (6061.250000 sec): 3 clusters
  Score: Raw -140579.957188 + Penalty 3361.147468 = -137218.809720
  nChanged 13
		SP:Iteration 24Q (6061.450000 sec): 3 clusters
  Score: Raw -140608.758571 + Penalty 3361.147468 = -137247.611102
  nChanged 18
		SP:Iteration 25Q (6061.600000 sec): 3 clusters
  Score: Raw -140679.907780 + Penalty 3361.147468 = -137318.760312
  nChanged 20
		SP:Iteration 26Q (6061.770000 sec): 3 clusters
  Score: Raw -140772.921873 + Penalty 3361.147468 = -137411.774405
  nChanged 17
		SP:Iteration 27Q (6061.870000 sec): 3 clusters
  Score: Raw -140818.365905 + Penalty 3361.147468 = -137457.218437
  nChanged 23
		SP:Iteration 28Q (6062.090000 sec): 3 clusters
  Score: Raw -140877.633838 + Penalty 3361.147468 = -137516.486370
  nChanged 7
		SP:Iteration 29Q (6062.310000 sec): 3 clusters
  Score: Raw -140895.385861 + Penalty 3361.147468 = -137534.238393
  nChanged 8
		SP:Iteration 30Q (6062.450000 sec): 3 clusters
  Score: Raw -140917.254409 + Penalty 3361.147468 = -137556.106940
  nChanged 7
		SP:Iteration 31Q (6062.690000 sec): 3 clusters
  Score: Raw -140945.324999 + Penalty 3361.147468 = -137584.177531
  nChanged 6
		SP:Iteration 32Q (6062.860000 sec): 3 clusters
  Score: Raw -140974.127790 + Penalty 3361.147468 = -137612.980322
  nChanged 7
		SP:Iteration 33Q (6063.000000 sec): 3 clusters
  Score: Raw -140989.975782 + Penalty 3361.147468 = -137628.828314
  nChanged 8
		SP:Iteration 34Q (6063.130000 sec): 3 clusters
  Score: Raw -141015.396730 + Penalty 3361.147468 = -137654.249261
  nChanged 4
		SP:Iteration 35Q (6063.270000 sec): 3 clusters
  Score: Raw -141040.719836 + Penalty 3361.147468 = -137679.572368
  nChanged 7
		SP:Iteration 36Q (6063.390000 sec): 3 clusters
  Score: Raw -141062.730670 + Penalty 3361.147468 = -137701.583202
  nChanged 7
		SP:Iteration 37Q (6063.520000 sec): 3 clusters
  Score: Raw -141099.391028 + Penalty 3361.147468 = -137738.243560
  nChanged 4
		SP:Iteration 38Q (6063.700000 sec): 3 clusters
  Score: Raw -141105.446752 + Penalty 3361.147468 = -137744.299284
  nChanged 2
		SP:Iteration 39Q (6063.830000 sec): 3 clusters
  Score: Raw -141108.934797 + Penalty 3361.147468 = -137747.787329
  nChanged 0
		SP:Iteration 40F (6064.010000 sec): 3 clusters
  Score: Raw -141109.226590 + Penalty 3361.147468 = -137748.079122
  nChanged 1
		SP:Iteration 41Q (6064.140000 sec): 3 clusters
  Score: Raw -141111.713732 + Penalty 3361.147468 = -137750.566264
  nChanged 2
		SP:Iteration 42Q (6064.310000 sec): 3 clusters
  Score: Raw -141120.166701 + Penalty 3361.147468 = -137759.019233
  nChanged 1
		SP:Iteration 43Q (6064.520000 sec): 3 clusters
  Score: Raw -141123.204805 + Penalty 3361.147468 = -137762.057337
  nChanged 1
		SP:Iteration 44Q (6064.750000 sec): 3 clusters
  Score: Raw -141125.385412 + Penalty 3361.147468 = -137764.237944
  nChanged 3
		SP:Iteration 45Q (6064.840000 sec): 3 clusters
  Score: Raw -141133.561021 + Penalty 3361.147468 = -137772.413553
  nChanged 2
		SP:Iteration 46Q (6064.970000 sec): 3 clusters
  Score: Raw -141140.795217 + Penalty 3361.147468 = -137779.647749
  nChanged 4
		SP:Iteration 47Q (6065.100000 sec): 3 clusters
  Score: Raw -141146.756076 + Penalty 3361.147468 = -137785.608608
  nChanged 2
		SP:Iteration 48Q (6065.260000 sec): 3 clusters
  Score: Raw -141150.904078 + Penalty 3361.147468 = -137789.756609
  nChanged 3
		SP:Iteration 49Q (6065.390000 sec): 3 clusters
  Score: Raw -141157.209181 + Penalty 3361.147468 = -137796.061713
  nChanged 4
		SP:Iteration 50Q (6065.520000 sec): 3 clusters
  Score: Raw -141164.164860 + Penalty 3361.147468 = -137803.017391
  nChanged 3
		SP:Iteration 51Q (6065.680000 sec): 3 clusters
  Score: Raw -141168.904850 + Penalty 3361.147468 = -137807.757382
  nChanged 4
		SP:Iteration 52Q (6065.820000 sec): 3 clusters
  Score: Raw -141174.549716 + Penalty 3361.147468 = -137813.402248
  nChanged 2
		SP:Iteration 53Q (6066.000000 sec): 3 clusters
  Score: Raw -141175.724109 + Penalty 3361.147468 = -137814.576641
  nChanged 0
		SP:Iteration 54F (6066.160000 sec): 3 clusters
  Score: Raw -141175.724109 + Penalty 3361.147468 = -137814.576641
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6066.260000 sec): 2 clusters
  Score: Raw -26479.746428 + Penalty 1278.016315 = -25201.730113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6066.390000 sec): 3 clusters
  Score: Raw -26785.142298 + Penalty 2556.032631 = -24229.109667
  nChanged 11
		SP:Iteration 1F (6066.530000 sec): 3 clusters
  Score: Raw -26844.074660 + Penalty 2556.032631 = -24288.042029
  nChanged 3
		SP:Iteration 2Q (6066.720000 sec): 3 clusters
  Score: Raw -26861.168595 + Penalty 2556.032631 = -24305.135964
  nChanged 0
		SP:Iteration 3F (6066.890000 sec): 3 clusters
  Score: Raw -26861.168595 + Penalty 2556.032631 = -24305.135964
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6066.990000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6067.130000 sec): 3 clusters
  Score: Raw -83547.908543 + Penalty 3097.106783 = -80450.801760
  nChanged 96
		SP:Iteration 1F (6067.220000 sec): 3 clusters
  Score: Raw -83763.611823 + Penalty 3097.106783 = -80666.505040
  nChanged 22
		SP:Iteration 2Q (6067.450000 sec): 3 clusters
  Score: Raw -83845.954215 + Penalty 3097.106783 = -80748.847432
  nChanged 13
		SP:Iteration 3Q (6067.660000 sec): 3 clusters
  Score: Raw -83874.696508 + Penalty 3097.106783 = -80777.589726
  nChanged 8
		SP:Iteration 4Q (6067.850000 sec): 3 clusters
  Score: Raw -83895.651541 + Penalty 3097.106783 = -80798.544758
  nChanged 8
		SP:Iteration 5Q (6068.050000 sec): 3 clusters
  Score: Raw -83916.538761 + Penalty 3097.106783 = -80819.431979
  nChanged 4
		SP:Iteration 6Q (6068.230000 sec): 3 clusters
  Score: Raw -83927.271836 + Penalty 3097.106783 = -80830.165054
  nChanged 6
		SP:Iteration 7Q (6068.350000 sec): 3 clusters
  Score: Raw -83957.067791 + Penalty 3097.106783 = -80859.961008
  nChanged 14
		SP:Iteration 8Q (6068.490000 sec): 3 clusters
  Score: Raw -83991.603256 + Penalty 3097.106783 = -80894.496473
  nChanged 8
		SP:Iteration 9Q (6068.600000 sec): 3 clusters
  Score: Raw -84011.847686 + Penalty 3097.106783 = -80914.740903
  nChanged 3
		SP:Iteration 10Q (6068.730000 sec): 3 clusters
  Score: Raw -84017.733598 + Penalty 3097.106783 = -80920.626816
  nChanged 3
		SP:Iteration 11Q (6068.850000 sec): 3 clusters
  Score: Raw -84021.955079 + Penalty 3097.106783 = -80924.848297
  nChanged 0
		SP:Iteration 12F (6069.030000 sec): 3 clusters
  Score: Raw -84021.955079 + Penalty 3097.106783 = -80924.848297
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6069.090000 sec): 2 clusters
  Score: Raw -87369.760760 + Penalty 1591.754504 = -85778.006256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6069.230000 sec): 3 clusters
  Score: Raw -87367.977681 + Penalty 3183.509008 = -84184.468673
  nChanged 135
		SP:Iteration 1F (6069.370000 sec): 3 clusters
  Score: Raw -87608.365760 + Penalty 3183.509008 = -84424.856751
  nChanged 42
		SP:Iteration 2F (6069.550000 sec): 3 clusters
  Score: Raw -87700.589667 + Penalty 3183.509008 = -84517.080659
  nChanged 36
		SP:Iteration 3F (6069.630000 sec): 3 clusters
  Score: Raw -87821.227903 + Penalty 3183.509008 = -84637.718894
  nChanged 30
		SP:Iteration 4Q (6069.750000 sec): 3 clusters
  Score: Raw -87943.713749 + Penalty 3183.509008 = -84760.204741
  nChanged 27
		SP:Iteration 5Q (6069.880000 sec): 3 clusters
  Score: Raw -88054.073282 + Penalty 3183.509008 = -84870.564273
  nChanged 20
		SP:Iteration 6Q (6070.050000 sec): 3 clusters
  Score: Raw -88121.062305 + Penalty 3183.509008 = -84937.553296
  nChanged 12
		SP:Iteration 7Q (6070.210000 sec): 3 clusters
  Score: Raw -88166.207408 + Penalty 3183.509008 = -84982.698400
  nChanged 13
		SP:Iteration 8Q (6070.380000 sec): 3 clusters
  Score: Raw -88194.262995 + Penalty 3183.509008 = -85010.753987
  nChanged 4
		SP:Iteration 9Q (6070.530000 sec): 3 clusters
  Score: Raw -88210.581716 + Penalty 3183.509008 = -85027.072708
  nChanged 5
		SP:Iteration 10Q (6070.690000 sec): 3 clusters
  Score: Raw -88224.598056 + Penalty 3183.509008 = -85041.089047
  nChanged 7
		SP:Iteration 11Q (6070.850000 sec): 3 clusters
  Score: Raw -88245.992336 + Penalty 3183.509008 = -85062.483327
  nChanged 1
		SP:Iteration 12Q (6071.010000 sec): 3 clusters
  Score: Raw -88246.920904 + Penalty 3183.509008 = -85063.411896
  nChanged 1
		SP:Iteration 13Q (6071.170000 sec): 3 clusters
  Score: Raw -88249.314999 + Penalty 3183.509008 = -85065.805991
  nChanged 3
		SP:Iteration 14Q (6071.330000 sec): 3 clusters
  Score: Raw -88255.628183 + Penalty 3183.509008 = -85072.119175
  nChanged 1
		SP:Iteration 15Q (6071.450000 sec): 3 clusters
  Score: Raw -88264.081338 + Penalty 3183.509008 = -85080.572330
  nChanged 1
		SP:Iteration 16Q (6071.570000 sec): 3 clusters
  Score: Raw -88266.045176 + Penalty 3183.509008 = -85082.536168
  nChanged 1
		SP:Iteration 17Q (6071.730000 sec): 3 clusters
  Score: Raw -88269.700766 + Penalty 3183.509008 = -85086.191758
  nChanged 0
		SP:Iteration 18F (6071.880000 sec): 3 clusters
  Score: Raw -88269.700766 + Penalty 3183.509008 = -85086.191758
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6071.970000 sec): 2 clusters
  Score: Raw -44676.267802 + Penalty 1462.494159 = -43213.773643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6072.140000 sec): 3 clusters
  Score: Raw -44859.503881 + Penalty 2924.988318 = -41934.515563
  nChanged 74
		SP:Iteration 1F (6072.320000 sec): 3 clusters
  Score: Raw -45014.778516 + Penalty 2924.988318 = -42089.790198
  nChanged 19
		SP:Iteration 2F (6072.520000 sec): 3 clusters
  Score: Raw -45081.494195 + Penalty 2924.988318 = -42156.505876
  nChanged 11
		SP:Iteration 3Q (6072.660000 sec): 3 clusters
  Score: Raw -45131.319329 + Penalty 2924.988318 = -42206.331011
  nChanged 13
		SP:Iteration 4Q (6072.770000 sec): 3 clusters
  Score: Raw -45164.662245 + Penalty 2924.988318 = -42239.673927
  nChanged 8
		SP:Iteration 5Q (6072.990000 sec): 3 clusters
  Score: Raw -45191.613875 + Penalty 2924.988318 = -42266.625556
  nChanged 4
		SP:Iteration 6Q (6073.110000 sec): 3 clusters
  Score: Raw -45199.560389 + Penalty 2924.988318 = -42274.572070
  nChanged 0
		SP:Iteration 7F (6073.280000 sec): 3 clusters
  Score: Raw -45199.560389 + Penalty 2924.988318 = -42274.572070
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6073.530000 sec): 2 clusters
  Score: Raw -2757045.048542 + Penalty 2401.915950 = -2754643.132593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6073.790000 sec): 3 clusters
  Score: Raw -2747902.319524 + Penalty 4803.831899 = -2743098.487625
  nChanged 6993
		SP:Iteration 1F (6074.000000 sec): 3 clusters
  Score: Raw -2751662.091469 + Penalty 4803.831899 = -2746858.259569
  nChanged 1049
		SP:Iteration 2F (6074.300000 sec): 3 clusters
  Score: Raw -2752320.418565 + Penalty 4803.831899 = -2747516.586665
  nChanged 1046
		SP:Iteration 3F (6074.540000 sec): 3 clusters
  Score: Raw -2752931.376905 + Penalty 4803.831899 = -2748127.545006
  nChanged 885
		SP:Iteration 4F (6074.840000 sec): 3 clusters
  Score: Raw -2753384.871275 + Penalty 4803.831899 = -2748581.039375
  nChanged 757
		SP:Iteration 5Q (6075.160000 sec): 3 clusters
  Score: Raw -2753711.813747 + Penalty 4803.831899 = -2748907.981848
  nChanged 633
		SP:Iteration 6Q (6075.460000 sec): 3 clusters
  Score: Raw -2753940.597260 + Penalty 4803.831899 = -2749136.765361
  nChanged 499
		SP:Iteration 7Q (6075.700000 sec): 3 clusters
  Score: Raw -2754123.368000 + Penalty 4803.831899 = -2749319.536101
  nChanged 442
		SP:Iteration 8Q (6076.020000 sec): 3 clusters
  Score: Raw -2754284.037270 + Penalty 4803.831899 = -2749480.205370
  nChanged 461
		SP:Iteration 9Q (6076.290000 sec): 3 clusters
  Score: Raw -2754479.887607 + Penalty 4803.831899 = -2749676.055708
  nChanged 503
		SP:Iteration 10Q (6076.580000 sec): 3 clusters
  Score: Raw -2754709.086322 + Penalty 4803.831899 = -2749905.254423
  nChanged 513
		SP:Iteration 11Q (6076.970000 sec): 3 clusters
  Score: Raw -2754967.408331 + Penalty 4803.831899 = -2750163.576431
  nChanged 490
		SP:Iteration 12Q (6077.280000 sec): 3 clusters
  Score: Raw -2755218.815760 + Penalty 4803.831899 = -2750414.983860
  nChanged 470
		SP:Iteration 13Q (6077.550000 sec): 3 clusters
  Score: Raw -2755520.750968 + Penalty 4803.831899 = -2750716.919069
  nChanged 510
		SP:Iteration 14Q (6077.910000 sec): 3 clusters
  Score: Raw -2755832.580046 + Penalty 4803.831899 = -2751028.748146
  nChanged 436
		SP:Iteration 15Q (6078.220000 sec): 3 clusters
  Score: Raw -2756088.199758 + Penalty 4803.831899 = -2751284.367859
  nChanged 391
		SP:Iteration 16Q (6078.550000 sec): 3 clusters
  Score: Raw -2756287.115592 + Penalty 4803.831899 = -2751483.283692
  nChanged 325
		SP:Iteration 17Q (6078.850000 sec): 3 clusters
  Score: Raw -2756438.840583 + Penalty 4803.831899 = -2751635.008683
  nChanged 254
		SP:Iteration 18Q (6079.090000 sec): 3 clusters
  Score: Raw -2756545.189359 + Penalty 4803.831899 = -2751741.357460
  nChanged 219
		SP:Iteration 19Q (6079.390000 sec): 3 clusters
  Score: Raw -2756629.431309 + Penalty 4803.831899 = -2751825.599410
  nChanged 193
		SP:Iteration 20F (6079.650000 sec): 3 clusters
  Score: Raw -2756706.588441 + Penalty 4803.831899 = -2751902.756542
  nChanged 183
		SP:Iteration 21Q (6079.880000 sec): 3 clusters
  Score: Raw -2756770.287748 + Penalty 4803.831899 = -2751966.455849
  nChanged 165
		SP:Iteration 22Q (6080.160000 sec): 3 clusters
  Score: Raw -2756821.379299 + Penalty 4803.831899 = -2752017.547399
  nChanged 135
		SP:Iteration 23Q (6080.400000 sec): 3 clusters
  Score: Raw -2756863.744843 + Penalty 4803.831899 = -2752059.912944
  nChanged 130
		SP:Iteration 24Q (6080.650000 sec): 3 clusters
  Score: Raw -2756901.341227 + Penalty 4803.831899 = -2752097.509327
  nChanged 109
		SP:Iteration 25Q (6080.940000 sec): 3 clusters
  Score: Raw -2756931.078409 + Penalty 4803.831899 = -2752127.246510
  nChanged 104
		SP:Iteration 26Q (6081.220000 sec): 3 clusters
  Score: Raw -2756960.332129 + Penalty 4803.831899 = -2752156.500230
  nChanged 108
		SP:Iteration 27Q (6081.500000 sec): 3 clusters
  Score: Raw -2756991.984867 + Penalty 4803.831899 = -2752188.152968
  nChanged 114
		SP:Iteration 28Q (6081.790000 sec): 3 clusters
  Score: Raw -2757024.744479 + Penalty 4803.831899 = -2752220.912580
  nChanged 109
		SP:Iteration 29Q (6082.070000 sec): 3 clusters
  Score: Raw -2757058.266889 + Penalty 4803.831899 = -2752254.434989
  nChanged 102
		SP:Iteration 30Q (6082.360000 sec): 3 clusters
  Score: Raw -2757090.895560 + Penalty 4803.831899 = -2752287.063661
  nChanged 114
		SP:Iteration 31Q (6082.600000 sec): 3 clusters
  Score: Raw -2757132.957823 + Penalty 4803.831899 = -2752329.125924
  nChanged 124
		SP:Iteration 32Q (6082.850000 sec): 3 clusters
  Score: Raw -2757176.855724 + Penalty 4803.831899 = -2752373.023825
  nChanged 104
		SP:Iteration 33Q (6083.090000 sec): 3 clusters
  Score: Raw -2757214.666449 + Penalty 4803.831899 = -2752410.834550
  nChanged 93
		SP:Iteration 34Q (6083.340000 sec): 3 clusters
  Score: Raw -2757246.062748 + Penalty 4803.831899 = -2752442.230849
  nChanged 84
		SP:Iteration 35Q (6083.580000 sec): 3 clusters
  Score: Raw -2757273.475914 + Penalty 4803.831899 = -2752469.644015
  nChanged 77
		SP:Iteration 36Q (6083.830000 sec): 3 clusters
  Score: Raw -2757298.977725 + Penalty 4803.831899 = -2752495.145826
  nChanged 62
		SP:Iteration 37Q (6084.080000 sec): 3 clusters
  Score: Raw -2757318.502759 + Penalty 4803.831899 = -2752514.670859
  nChanged 74
		SP:Iteration 38Q (6084.320000 sec): 3 clusters
  Score: Raw -2757342.260301 + Penalty 4803.831899 = -2752538.428402
  nChanged 62
		SP:Iteration 39Q (6084.560000 sec): 3 clusters
  Score: Raw -2757362.021169 + Penalty 4803.831899 = -2752558.189270
  nChanged 69
		SP:Iteration 40F (6084.880000 sec): 3 clusters
  Score: Raw -2757385.469987 + Penalty 4803.831899 = -2752581.638088
  nChanged 51
		SP:Iteration 41Q (6085.160000 sec): 3 clusters
  Score: Raw -2757402.146908 + Penalty 4803.831899 = -2752598.315008
  nChanged 46
		SP:Iteration 42Q (6085.420000 sec): 3 clusters
  Score: Raw -2757416.160108 + Penalty 4803.831899 = -2752612.328209
  nChanged 40
		SP:Iteration 43Q (6085.660000 sec): 3 clusters
  Score: Raw -2757427.599241 + Penalty 4803.831899 = -2752623.767341
  nChanged 33
		SP:Iteration 44Q (6085.970000 sec): 3 clusters
  Score: Raw -2757439.114238 + Penalty 4803.831899 = -2752635.282339
  nChanged 32
		SP:Iteration 45Q (6086.240000 sec): 3 clusters
  Score: Raw -2757448.492462 + Penalty 4803.831899 = -2752644.660563
  nChanged 24
		SP:Iteration 46Q (6086.490000 sec): 3 clusters
  Score: Raw -2757455.545544 + Penalty 4803.831899 = -2752651.713645
  nChanged 20
		SP:Iteration 47Q (6086.710000 sec): 3 clusters
  Score: Raw -2757460.798726 + Penalty 4803.831899 = -2752656.966826
  nChanged 14
		SP:Iteration 48Q (6087.010000 sec): 3 clusters
  Score: Raw -2757464.566412 + Penalty 4803.831899 = -2752660.734513
  nChanged 16
		SP:Iteration 49Q (6087.370000 sec): 3 clusters
  Score: Raw -2757468.773998 + Penalty 4803.831899 = -2752664.942099
  nChanged 12
		SP:Iteration 50Q (6087.630000 sec): 3 clusters
  Score: Raw -2757473.623547 + Penalty 4803.831899 = -2752669.791648
  nChanged 18
		SP:Iteration 51Q (6087.920000 sec): 3 clusters
  Score: Raw -2757478.880042 + Penalty 4803.831899 = -2752675.048142
  nChanged 17
		SP:Iteration 52Q (6088.130000 sec): 3 clusters
  Score: Raw -2757483.819797 + Penalty 4803.831899 = -2752679.987898
  nChanged 12
		SP:Iteration 53Q (6088.490000 sec): 3 clusters
  Score: Raw -2757487.338750 + Penalty 4803.831899 = -2752683.506851
  nChanged 13
		SP:Iteration 54Q (6088.740000 sec): 3 clusters
  Score: Raw -2757490.697831 + Penalty 4803.831899 = -2752686.865932
  nChanged 5
		SP:Iteration 55Q (6088.990000 sec): 3 clusters
  Score: Raw -2757492.687624 + Penalty 4803.831899 = -2752688.855724
  nChanged 6
		SP:Iteration 56Q (6089.270000 sec): 3 clusters
  Score: Raw -2757494.711751 + Penalty 4803.831899 = -2752690.879852
  nChanged 13
		SP:Iteration 57Q (6089.530000 sec): 3 clusters
  Score: Raw -2757499.284609 + Penalty 4803.831899 = -2752695.452710
  nChanged 16
		SP:Iteration 58Q (6089.830000 sec): 3 clusters
  Score: Raw -2757503.808732 + Penalty 4803.831899 = -2752699.976832
  nChanged 16
		SP:Iteration 59Q (6090.100000 sec): 3 clusters
  Score: Raw -2757507.285427 + Penalty 4803.831899 = -2752703.453527
  nChanged 13
		SP:Iteration 60F (6090.420000 sec): 3 clusters
  Score: Raw -2757510.568926 + Penalty 4803.831899 = -2752706.737027
  nChanged 18
		SP:Iteration 61Q (6090.630000 sec): 3 clusters
  Score: Raw -2757515.820893 + Penalty 4803.831899 = -2752711.988994
  nChanged 15
		SP:Iteration 62Q (6090.920000 sec): 3 clusters
  Score: Raw -2757521.600852 + Penalty 4803.831899 = -2752717.768953
  nChanged 15
		SP:Iteration 63Q (6091.210000 sec): 3 clusters
  Score: Raw -2757527.488656 + Penalty 4803.831899 = -2752723.656757
  nChanged 16
		SP:Iteration 64Q (6091.550000 sec): 3 clusters
  Score: Raw -2757532.345289 + Penalty 4803.831899 = -2752728.513389
  nChanged 13
		SP:Iteration 65Q (6091.790000 sec): 3 clusters
  Score: Raw -2757536.272815 + Penalty 4803.831899 = -2752732.440916
  nChanged 8
		SP:Iteration 66Q (6092.050000 sec): 3 clusters
  Score: Raw -2757538.534397 + Penalty 4803.831899 = -2752734.702497
  nChanged 8
		SP:Iteration 67Q (6092.320000 sec): 3 clusters
  Score: Raw -2757540.321570 + Penalty 4803.831899 = -2752736.489671
  nChanged 5
		SP:Iteration 68Q (6092.620000 sec): 3 clusters
  Score: Raw -2757541.623273 + Penalty 4803.831899 = -2752737.791374
  nChanged 9
		SP:Iteration 69Q (6092.900000 sec): 3 clusters
  Score: Raw -2757544.554269 + Penalty 4803.831899 = -2752740.722370
  nChanged 9
		SP:Iteration 70Q (6093.110000 sec): 3 clusters
  Score: Raw -2757547.289830 + Penalty 4803.831899 = -2752743.457931
  nChanged 13
		SP:Iteration 71Q (6093.390000 sec): 3 clusters
  Score: Raw -2757551.781645 + Penalty 4803.831899 = -2752747.949746
  nChanged 13
		SP:Iteration 72Q (6093.650000 sec): 3 clusters
  Score: Raw -2757556.253458 + Penalty 4803.831899 = -2752752.421559
  nChanged 15
		SP:Iteration 73Q (6093.830000 sec): 3 clusters
  Score: Raw -2757561.714514 + Penalty 4803.831899 = -2752757.882615
  nChanged 17
		SP:Iteration 74Q (6094.050000 sec): 3 clusters
  Score: Raw -2757567.703352 + Penalty 4803.831899 = -2752763.871453
  nChanged 9
		SP:Iteration 75Q (6094.340000 sec): 3 clusters
  Score: Raw -2757570.572172 + Penalty 4803.831899 = -2752766.740273
  nChanged 5
		SP:Iteration 76Q (6094.600000 sec): 3 clusters
  Score: Raw -2757571.422531 + Penalty 4803.831899 = -2752767.590632
  nChanged 6
		SP:Iteration 77Q (6094.860000 sec): 3 clusters
  Score: Raw -2757572.940304 + Penalty 4803.831899 = -2752769.108405
  nChanged 1
		SP:Iteration 78Q (6095.170000 sec): 3 clusters
  Score: Raw -2757573.094964 + Penalty 4803.831899 = -2752769.263064
  nChanged 0
		SP:Iteration 79F (6095.470000 sec): 3 clusters
  Score: Raw -2757573.094964 + Penalty 4803.831899 = -2752769.263064
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6095.610000 sec): 2 clusters
  Score: Raw -18852.398231 + Penalty 1344.292680 = -17508.105552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6095.810000 sec): 3 clusters
  Score: Raw -19196.140585 + Penalty 2688.585360 = -16507.555226
  nChanged 40
		SP:Iteration 1F (6095.940000 sec): 3 clusters
  Score: Raw -19417.373767 + Penalty 2688.585360 = -16728.788407
  nChanged 8
		SP:Iteration 2Q (6096.140000 sec): 3 clusters
  Score: Raw -19445.265003 + Penalty 2688.585360 = -16756.679644
  nChanged 5
		SP:Iteration 3Q (6096.320000 sec): 3 clusters
  Score: Raw -19475.773298 + Penalty 2688.585360 = -16787.187939
  nChanged 4
		SP:Iteration 4Q (6096.500000 sec): 3 clusters
  Score: Raw -19494.901327 + Penalty 2688.585360 = -16806.315967
  nChanged 0
		SP:Iteration 5F (6096.660000 sec): 3 clusters
  Score: Raw -19494.901327 + Penalty 2688.585360 = -16806.315967
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6096.740000 sec): 2 clusters
  Score: Raw -36083.047953 + Penalty 1421.868637 = -34661.179316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6097.020000 sec): 3 clusters
  Score: Raw -36549.213858 + Penalty 2843.737273 = -33705.476585
  nChanged 83
		SP:Iteration 1F (6097.180000 sec): 3 clusters
  Score: Raw -37230.717275 + Penalty 2843.737273 = -34386.980002
  nChanged 26
		SP:Iteration 2F (6097.380000 sec): 3 clusters
  Score: Raw -37485.003141 + Penalty 2843.737273 = -34641.265867
  nChanged 14
		SP:Iteration 3Q (6097.560000 sec): 3 clusters
  Score: Raw -37591.060993 + Penalty 2843.737273 = -34747.323720
  nChanged 6
		SP:Iteration 4Q (6097.740000 sec): 3 clusters
  Score: Raw -37652.572364 + Penalty 2843.737273 = -34808.835091
  nChanged 2
		SP:Iteration 5Q (6097.920000 sec): 3 clusters
  Score: Raw -37664.592709 + Penalty 2843.737273 = -34820.855436
  nChanged 0
		SP:Iteration 6F (6098.130000 sec): 3 clusters
  Score: Raw -37664.592709 + Penalty 2843.737273 = -34820.855436
  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 3.86 GB.

 Trying to split cluster 36 (357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6098.180000 sec): 2 clusters
  Score: Raw -46613.399708 + Penalty 1457.678474 = -45155.721234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6098.330000 sec): 3 clusters
  Score: Raw -47189.382806 + Penalty 2915.356948 = -44274.025858
  nChanged 116
		SP:Iteration 1F (6098.530000 sec): 3 clusters
  Score: Raw -47730.531754 + Penalty 2915.356948 = -44815.174806
  nChanged 35
		SP:Iteration 2F (6098.780000 sec): 3 clusters
  Score: Raw -47867.751318 + Penalty 2915.356948 = -44952.394370
  nChanged 8
		SP:Iteration 3Q (6098.960000 sec): 3 clusters
  Score: Raw -47955.904081 + Penalty 2915.356948 = -45040.547133
  nChanged 4
		SP:Iteration 4Q (6099.160000 sec): 3 clusters
  Score: Raw -47988.425492 + Penalty 2915.356948 = -45073.068544
  nChanged 3
		SP:Iteration 5Q (6099.360000 sec): 3 clusters
  Score: Raw -48001.631857 + Penalty 2915.356948 = -45086.274909
  nChanged 2
		SP:Iteration 6Q (6099.520000 sec): 3 clusters
  Score: Raw -48010.256769 + Penalty 2915.356948 = -45094.899821
  nChanged 1
		SP:Iteration 7Q (6099.680000 sec): 3 clusters
  Score: Raw -48016.016548 + Penalty 2915.356948 = -45100.659600
  nChanged 2
		SP:Iteration 8Q (6099.860000 sec): 3 clusters
  Score: Raw -48021.734347 + Penalty 2915.356948 = -45106.377399
  nChanged 1
		SP:Iteration 9Q (6100.000000 sec): 3 clusters
  Score: Raw -48025.281977 + Penalty 2915.356948 = -45109.925029
  nChanged 1
		SP:Iteration 10Q (6100.140000 sec): 3 clusters
  Score: Raw -48029.658265 + Penalty 2915.356948 = -45114.301317
  nChanged 0
		SP:Iteration 11F (6100.330000 sec): 3 clusters
  Score: Raw -48029.658265 + Penalty 2915.356948 = -45114.301317
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6100.420000 sec): 2 clusters
  Score: Raw -152869.805861 + Penalty 1693.788847 = -151176.017014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6100.590000 sec): 3 clusters
  Score: Raw -152739.775898 + Penalty 3387.577694 = -149352.198204
  nChanged 241
		SP:Iteration 1F (6100.770000 sec): 3 clusters
  Score: Raw -153077.968173 + Penalty 3387.577694 = -149690.390480
  nChanged 76
		SP:Iteration 2F (6100.980000 sec): 3 clusters
  Score: Raw -153290.956994 + Penalty 3387.577694 = -149903.379300
  nChanged 68
		SP:Iteration 3F (6101.200000 sec): 3 clusters
  Score: Raw -153485.957517 + Penalty 3387.577694 = -150098.379823
  nChanged 62
		SP:Iteration 4F (6101.360000 sec): 3 clusters
  Score: Raw -153685.256515 + Penalty 3387.577694 = -150297.678821
  nChanged 44
		SP:Iteration 5Q (6101.560000 sec): 3 clusters
  Score: Raw -153819.076010 + Penalty 3387.577694 = -150431.498317
  nChanged 27
		SP:Iteration 6Q (6101.720000 sec): 3 clusters
  Score: Raw -153892.794024 + Penalty 3387.577694 = -150505.216331
  nChanged 16
		SP:Iteration 7Q (6101.880000 sec): 3 clusters
  Score: Raw -153949.933232 + Penalty 3387.577694 = -150562.355538
  nChanged 15
		SP:Iteration 8Q (6102.040000 sec): 3 clusters
  Score: Raw -154001.904276 + Penalty 3387.577694 = -150614.326582
  nChanged 11
		SP:Iteration 9Q (6102.140000 sec): 3 clusters
  Score: Raw -154043.773550 + Penalty 3387.577694 = -150656.195856
  nChanged 8
		SP:Iteration 10Q (6102.300000 sec): 3 clusters
  Score: Raw -154060.633550 + Penalty 3387.577694 = -150673.055856
  nChanged 10
		SP:Iteration 11Q (6102.440000 sec): 3 clusters
  Score: Raw -154086.591315 + Penalty 3387.577694 = -150699.013621
  nChanged 12
		SP:Iteration 12Q (6102.640000 sec): 3 clusters
  Score: Raw -154123.560574 + Penalty 3387.577694 = -150735.982880
  nChanged 11
		SP:Iteration 13Q (6102.810000 sec): 3 clusters
  Score: Raw -154150.212515 + Penalty 3387.577694 = -150762.634821
  nChanged 10
		SP:Iteration 14Q (6103.020000 sec): 3 clusters
  Score: Raw -154173.651149 + Penalty 3387.577694 = -150786.073455
  nChanged 10
		SP:Iteration 15Q (6103.140000 sec): 3 clusters
  Score: Raw -154198.942787 + Penalty 3387.577694 = -150811.365093
  nChanged 9
		SP:Iteration 16Q (6103.270000 sec): 3 clusters
  Score: Raw -154215.802054 + Penalty 3387.577694 = -150828.224360
  nChanged 6
		SP:Iteration 17Q (6103.450000 sec): 3 clusters
  Score: Raw -154228.811319 + Penalty 3387.577694 = -150841.233625
  nChanged 9
		SP:Iteration 18Q (6103.610000 sec): 3 clusters
  Score: Raw -154249.863242 + Penalty 3387.577694 = -150862.285548
  nChanged 7
		SP:Iteration 19Q (6103.790000 sec): 3 clusters
  Score: Raw -154264.579534 + Penalty 3387.577694 = -150877.001841
  nChanged 4
		SP:Iteration 20F (6104.020000 sec): 3 clusters
  Score: Raw -154285.085145 + Penalty 3387.577694 = -150897.507451
  nChanged 11
		SP:Iteration 21Q (6104.170000 sec): 3 clusters
  Score: Raw -154316.745033 + Penalty 3387.577694 = -150929.167339
  nChanged 9
		SP:Iteration 22Q (6104.350000 sec): 3 clusters
  Score: Raw -154336.717203 + Penalty 3387.577694 = -150949.139510
  nChanged 8
		SP:Iteration 23Q (6104.510000 sec): 3 clusters
  Score: Raw -154354.275866 + Penalty 3387.577694 = -150966.698172
  nChanged 8
		SP:Iteration 24Q (6104.670000 sec): 3 clusters
  Score: Raw -154375.496291 + Penalty 3387.577694 = -150987.918597
  nChanged 7
		SP:Iteration 25Q (6104.830000 sec): 3 clusters
  Score: Raw -154392.871350 + Penalty 3387.577694 = -151005.293656
  nChanged 13
		SP:Iteration 26Q (6105.020000 sec): 3 clusters
  Score: Raw -154426.420562 + Penalty 3387.577694 = -151038.842868
  nChanged 9
		SP:Iteration 27Q (6105.180000 sec): 3 clusters
  Score: Raw -154450.547655 + Penalty 3387.577694 = -151062.969961
  nChanged 4
		SP:Iteration 28Q (6105.380000 sec): 3 clusters
  Score: Raw -154457.834813 + Penalty 3387.577694 = -151070.257120
  nChanged 3
		SP:Iteration 29Q (6105.510000 sec): 3 clusters
  Score: Raw -154463.727604 + Penalty 3387.577694 = -151076.149910
  nChanged 2
		SP:Iteration 30Q (6105.700000 sec): 3 clusters
  Score: Raw -154469.559320 + Penalty 3387.577694 = -151081.981627
  nChanged 5
		SP:Iteration 31Q (6105.890000 sec): 3 clusters
  Score: Raw -154481.185784 + Penalty 3387.577694 = -151093.608090
  nChanged 7
		SP:Iteration 32Q (6106.070000 sec): 3 clusters
  Score: Raw -154498.799678 + Penalty 3387.577694 = -151111.221984
  nChanged 5
		SP:Iteration 33Q (6106.220000 sec): 3 clusters
  Score: Raw -154511.523700 + Penalty 3387.577694 = -151123.946006
  nChanged 4
		SP:Iteration 34Q (6106.420000 sec): 3 clusters
  Score: Raw -154521.162921 + Penalty 3387.577694 = -151133.585228
  nChanged 1
		SP:Iteration 35Q (6106.560000 sec): 3 clusters
  Score: Raw -154524.392434 + Penalty 3387.577694 = -151136.814740
  nChanged 3
		SP:Iteration 36Q (6106.710000 sec): 3 clusters
  Score: Raw -154533.717418 + Penalty 3387.577694 = -151146.139725
  nChanged 2
		SP:Iteration 37Q (6106.900000 sec): 3 clusters
  Score: Raw -154538.725559 + Penalty 3387.577694 = -151151.147865
  nChanged 3
		SP:Iteration 38Q (6107.070000 sec): 3 clusters
  Score: Raw -154544.931337 + Penalty 3387.577694 = -151157.353643
  nChanged 3
		SP:Iteration 39Q (6107.300000 sec): 3 clusters
  Score: Raw -154552.905273 + Penalty 3387.577694 = -151165.327580
  nChanged 4
		SP:Iteration 40F (6107.450000 sec): 3 clusters
  Score: Raw -154560.314097 + Penalty 3387.577694 = -151172.736403
  nChanged 3
		SP:Iteration 41Q (6107.630000 sec): 3 clusters
  Score: Raw -154566.863962 + Penalty 3387.577694 = -151179.286268
  nChanged 2
		SP:Iteration 42Q (6107.750000 sec): 3 clusters
  Score: Raw -154575.718250 + Penalty 3387.577694 = -151188.140557
  nChanged 5
		SP:Iteration 43Q (6107.910000 sec): 3 clusters
  Score: Raw -154583.578956 + Penalty 3387.577694 = -151196.001262
  nChanged 2
		SP:Iteration 44Q (6108.070000 sec): 3 clusters
  Score: Raw -154591.012389 + Penalty 3387.577694 = -151203.434696
  nChanged 6
		SP:Iteration 45Q (6108.230000 sec): 3 clusters
  Score: Raw -154608.401198 + Penalty 3387.577694 = -151220.823504
  nChanged 3
		SP:Iteration 46Q (6108.390000 sec): 3 clusters
  Score: Raw -154612.113525 + Penalty 3387.577694 = -151224.535831
  nChanged 0
		SP:Iteration 47F (6108.550000 sec): 3 clusters
  Score: Raw -154612.113525 + Penalty 3387.577694 = -151224.535831
  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 3.86 GB.

 Trying to split cluster 38 (21075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6108.760000 sec): 2 clusters
  Score: Raw -3691538.212164 + Penalty 2469.049010 = -3689069.163154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6109.110000 sec): 3 clusters
  Score: Raw -3679293.212912 + Penalty 4938.098020 = -3674355.114892
  nChanged 9325
		SP:Iteration 1F (6109.420000 sec): 3 clusters
  Score: Raw -3684687.430292 + Penalty 4938.098020 = -3679749.332271
  nChanged 1229
		SP:Iteration 2F (6109.730000 sec): 3 clusters
  Score: Raw -3685261.117953 + Penalty 4938.098020 = -3680323.019933
  nChanged 1136
		SP:Iteration 3F (6110.040000 sec): 3 clusters
  Score: Raw -3685818.435567 + Penalty 4938.098020 = -3680880.337546
  nChanged 1086
		SP:Iteration 4F (6110.340000 sec): 3 clusters
  Score: Raw -3686417.387486 + Penalty 4938.098020 = -3681479.289466
  nChanged 1087
		SP:Iteration 5F (6110.640000 sec): 3 clusters
  Score: Raw -3687107.104718 + Penalty 4938.098020 = -3682169.006698
  nChanged 1097
		SP:Iteration 6F (6110.960000 sec): 3 clusters
  Score: Raw -3687907.603991 + Penalty 4938.098020 = -3682969.505971
  nChanged 1021
		SP:Iteration 7Q (6111.290000 sec): 3 clusters
  Score: Raw -3688727.661327 + Penalty 4938.098020 = -3683789.563306
  nChanged 937
		SP:Iteration 8Q (6111.640000 sec): 3 clusters
  Score: Raw -3689521.915754 + Penalty 4938.098020 = -3684583.817733
  nChanged 822
		SP:Iteration 9Q (6111.960000 sec): 3 clusters
  Score: Raw -3690144.490647 + Penalty 4938.098020 = -3685206.392627
  nChanged 630
		SP:Iteration 10Q (6112.280000 sec): 3 clusters
  Score: Raw -3690554.613114 + Penalty 4938.098020 = -3685616.515094
  nChanged 452
		SP:Iteration 11Q (6112.610000 sec): 3 clusters
  Score: Raw -3690801.792739 + Penalty 4938.098020 = -3685863.694719
  nChanged 386
		SP:Iteration 12Q (6112.890000 sec): 3 clusters
  Score: Raw -3691000.411956 + Penalty 4938.098020 = -3686062.313936
  nChanged 270
		SP:Iteration 13Q (6113.260000 sec): 3 clusters
  Score: Raw -3691112.398320 + Penalty 4938.098020 = -3686174.300300
  nChanged 224
		SP:Iteration 14Q (6113.530000 sec): 3 clusters
  Score: Raw -3691201.358692 + Penalty 4938.098020 = -3686263.260671
  nChanged 190
		SP:Iteration 15Q (6113.780000 sec): 3 clusters
  Score: Raw -3691276.037174 + Penalty 4938.098020 = -3686337.939154
  nChanged 152
		SP:Iteration 16Q (6114.140000 sec): 3 clusters
  Score: Raw -3691335.927470 + Penalty 4938.098020 = -3686397.829449
  nChanged 146
		SP:Iteration 17Q (6114.480000 sec): 3 clusters
  Score: Raw -3691389.105430 + Penalty 4938.098020 = -3686451.007409
  nChanged 128
		SP:Iteration 18Q (6114.840000 sec): 3 clusters
  Score: Raw -3691436.640399 + Penalty 4938.098020 = -3686498.542378
  nChanged 127
		SP:Iteration 19Q (6115.140000 sec): 3 clusters
  Score: Raw -3691484.513613 + Penalty 4938.098020 = -3686546.415593
  nChanged 105
		SP:Iteration 20F (6115.500000 sec): 3 clusters
  Score: Raw -3691520.737960 + Penalty 4938.098020 = -3686582.639940
  nChanged 94
		SP:Iteration 21Q (6115.850000 sec): 3 clusters
  Score: Raw -3691558.021365 + Penalty 4938.098020 = -3686619.923345
  nChanged 91
		SP:Iteration 22Q (6116.160000 sec): 3 clusters
  Score: Raw -3691594.265212 + Penalty 4938.098020 = -3686656.167191
  nChanged 78
		SP:Iteration 23Q (6116.450000 sec): 3 clusters
  Score: Raw -3691623.054741 + Penalty 4938.098020 = -3686684.956720
  nChanged 78
		SP:Iteration 24Q (6116.740000 sec): 3 clusters
  Score: Raw -3691650.270844 + Penalty 4938.098020 = -3686712.172823
  nChanged 61
		SP:Iteration 25Q (6117.060000 sec): 3 clusters
  Score: Raw -3691672.271408 + Penalty 4938.098020 = -3686734.173388
  nChanged 68
		SP:Iteration 26Q (6117.390000 sec): 3 clusters
  Score: Raw -3691704.411205 + Penalty 4938.098020 = -3686766.313185
  nChanged 68
		SP:Iteration 27Q (6117.680000 sec): 3 clusters
  Score: Raw -3691732.815821 + Penalty 4938.098020 = -3686794.717801
  nChanged 65
		SP:Iteration 28Q (6118.010000 sec): 3 clusters
  Score: Raw -3691759.058758 + Penalty 4938.098020 = -3686820.960738
  nChanged 47
		SP:Iteration 29Q (6118.320000 sec): 3 clusters
  Score: Raw -3691779.180530 + Penalty 4938.098020 = -3686841.082510
  nChanged 39
		SP:Iteration 30Q (6118.630000 sec): 3 clusters
  Score: Raw -3691794.379655 + Penalty 4938.098020 = -3686856.281634
  nChanged 35
		SP:Iteration 31Q (6118.890000 sec): 3 clusters
  Score: Raw -3691806.443383 + Penalty 4938.098020 = -3686868.345362
  nChanged 31
		SP:Iteration 32Q (6119.220000 sec): 3 clusters
  Score: Raw -3691816.103627 + Penalty 4938.098020 = -3686878.005606
  nChanged 35
		SP:Iteration 33Q (6119.550000 sec): 3 clusters
  Score: Raw -3691825.916511 + Penalty 4938.098020 = -3686887.818491
  nChanged 27
		SP:Iteration 34Q (6119.850000 sec): 3 clusters
  Score: Raw -3691833.951540 + Penalty 4938.098020 = -3686895.853520
  nChanged 13
		SP:Iteration 35Q (6120.090000 sec): 3 clusters
  Score: Raw -3691837.452377 + Penalty 4938.098020 = -3686899.354357
  nChanged 12
		SP:Iteration 36Q (6120.390000 sec): 3 clusters
  Score: Raw -3691840.986908 + Penalty 4938.098020 = -3686902.888888
  nChanged 19
		SP:Iteration 37Q (6120.660000 sec): 3 clusters
  Score: Raw -3691847.489037 + Penalty 4938.098020 = -3686909.391017
  nChanged 23
		SP:Iteration 38Q (6121.020000 sec): 3 clusters
  Score: Raw -3691855.040884 + Penalty 4938.098020 = -3686916.942864
  nChanged 16
		SP:Iteration 39Q (6121.310000 sec): 3 clusters
  Score: Raw -3691862.402762 + Penalty 4938.098020 = -3686924.304741
  nChanged 18
		SP:Iteration 40F (6121.600000 sec): 3 clusters
  Score: Raw -3691869.329557 + Penalty 4938.098020 = -3686931.231536
  nChanged 23
		SP:Iteration 41Q (6121.850000 sec): 3 clusters
  Score: Raw -3691876.959654 + Penalty 4938.098020 = -3686938.861634
  nChanged 22
		SP:Iteration 42Q (6122.140000 sec): 3 clusters
  Score: Raw -3691884.857943 + Penalty 4938.098020 = -3686946.759922
  nChanged 18
		SP:Iteration 43Q (6122.430000 sec): 3 clusters
  Score: Raw -3691891.732328 + Penalty 4938.098020 = -3686953.634308
  nChanged 23
		SP:Iteration 44Q (6122.740000 sec): 3 clusters
  Score: Raw -3691900.424046 + Penalty 4938.098020 = -3686962.326026
  nChanged 24
		SP:Iteration 45Q (6123.030000 sec): 3 clusters
  Score: Raw -3691909.387829 + Penalty 4938.098020 = -3686971.289809
  nChanged 21
		SP:Iteration 46Q (6123.290000 sec): 3 clusters
  Score: Raw -3691920.963360 + Penalty 4938.098020 = -3686982.865340
  nChanged 17
		SP:Iteration 47Q (6123.620000 sec): 3 clusters
  Score: Raw -3691927.365364 + Penalty 4938.098020 = -3686989.267343
  nChanged 20
		SP:Iteration 48Q (6123.990000 sec): 3 clusters
  Score: Raw -3691934.378388 + Penalty 4938.098020 = -3686996.280367
  nChanged 16
		SP:Iteration 49Q (6124.260000 sec): 3 clusters
  Score: Raw -3691940.009515 + Penalty 4938.098020 = -3687001.911495
  nChanged 12
		SP:Iteration 50Q (6124.570000 sec): 3 clusters
  Score: Raw -3691945.857452 + Penalty 4938.098020 = -3687007.759431
  nChanged 9
		SP:Iteration 51Q (6124.890000 sec): 3 clusters
  Score: Raw -3691949.420129 + Penalty 4938.098020 = -3687011.322108
  nChanged 8
		SP:Iteration 52Q (6125.210000 sec): 3 clusters
  Score: Raw -3691951.378654 + Penalty 4938.098020 = -3687013.280634
  nChanged 3
		SP:Iteration 53Q (6125.490000 sec): 3 clusters
  Score: Raw -3691952.217010 + Penalty 4938.098020 = -3687014.118989
  nChanged 3
		SP:Iteration 54Q (6125.750000 sec): 3 clusters
  Score: Raw -3691953.408592 + Penalty 4938.098020 = -3687015.310572
  nChanged 4
		SP:Iteration 55Q (6126.040000 sec): 3 clusters
  Score: Raw -3691953.982839 + Penalty 4938.098020 = -3687015.884819
  nChanged 4
		SP:Iteration 56Q (6126.320000 sec): 3 clusters
  Score: Raw -3691954.664970 + Penalty 4938.098020 = -3687016.566950
  nChanged 2
		SP:Iteration 57Q (6126.600000 sec): 3 clusters
  Score: Raw -3691955.083388 + Penalty 4938.098020 = -3687016.985368
  nChanged 1
		SP:Iteration 58Q (6126.950000 sec): 3 clusters
  Score: Raw -3691955.559690 + Penalty 4938.098020 = -3687017.461670
  nChanged 1
		SP:Iteration 59Q (6127.240000 sec): 3 clusters
  Score: Raw -3691955.944972 + Penalty 4938.098020 = -3687017.846952
  nChanged 1
		SP:Iteration 60F (6127.510000 sec): 3 clusters
  Score: Raw -3691956.136526 + Penalty 4938.098020 = -3687018.038505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6127.560000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6127.580000 sec): 3 clusters
  Score: Raw -38443.173006 + Penalty 2740.624658 = -35702.548348
  nChanged 29
		SP:Iteration 1F (6127.580000 sec): 3 clusters
  Score: Raw -38605.326364 + Penalty 2740.624658 = -35864.701706
  nChanged 9
		SP:Iteration 2Q (6127.590000 sec): 3 clusters
  Score: Raw -38640.787285 + Penalty 2740.624658 = -35900.162627
  nChanged 3
		SP:Iteration 3Q (6127.600000 sec): 3 clusters
  Score: Raw -38650.687807 + Penalty 2740.624658 = -35910.063149
  nChanged 0
		SP:Iteration 4F (6127.610000 sec): 3 clusters
  Score: Raw -38650.687807 + Penalty 2740.624658 = -35910.063149
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6127.700000 sec): 2 clusters
  Score: Raw -110308.416829 + Penalty 1599.716665 = -108708.700164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6127.830000 sec): 3 clusters
  Score: Raw -110272.665060 + Penalty 3199.433329 = -107073.231731
  nChanged 139
		SP:Iteration 1F (6127.950000 sec): 3 clusters
  Score: Raw -110505.501555 + Penalty 3199.433329 = -107306.068226
  nChanged 40
		SP:Iteration 2F (6128.130000 sec): 3 clusters
  Score: Raw -110624.328369 + Penalty 3199.433329 = -107424.895040
  nChanged 31
		SP:Iteration 3Q (6128.270000 sec): 3 clusters
  Score: Raw -110695.030681 + Penalty 3199.433329 = -107495.597351
  nChanged 12
		SP:Iteration 4Q (6128.410000 sec): 3 clusters
  Score: Raw -110717.538294 + Penalty 3199.433329 = -107518.104964
  nChanged 4
		SP:Iteration 5Q (6128.530000 sec): 3 clusters
  Score: Raw -110725.303195 + Penalty 3199.433329 = -107525.869866
  nChanged 2
		SP:Iteration 6Q (6128.750000 sec): 3 clusters
  Score: Raw -110729.540761 + Penalty 3199.433329 = -107530.107432
  nChanged 1
		SP:Iteration 7Q (6128.870000 sec): 3 clusters
  Score: Raw -110733.474988 + Penalty 3199.433329 = -107534.041658
  nChanged 0
		SP:Iteration 8F (6129.060000 sec): 3 clusters
  Score: Raw -110733.474988 + Penalty 3199.433329 = -107534.041658
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6129.130000 sec): 2 clusters
  Score: Raw -67579.977826 + Penalty 1569.328322 = -66010.649504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6129.330000 sec): 3 clusters
  Score: Raw -67661.896039 + Penalty 3138.656645 = -64523.239394
  nChanged 144
		SP:Iteration 1F (6129.510000 sec): 3 clusters
  Score: Raw -67961.777502 + Penalty 3138.656645 = -64823.120857
  nChanged 49
		SP:Iteration 2F (6129.690000 sec): 3 clusters
  Score: Raw -68164.016268 + Penalty 3138.656645 = -65025.359623
  nChanged 41
		SP:Iteration 3F (6129.870000 sec): 3 clusters
  Score: Raw -68360.149708 + Penalty 3138.656645 = -65221.493063
  nChanged 25
		SP:Iteration 4Q (6130.030000 sec): 3 clusters
  Score: Raw -68502.731487 + Penalty 3138.656645 = -65364.074842
  nChanged 20
		SP:Iteration 5Q (6130.140000 sec): 3 clusters
  Score: Raw -68573.494817 + Penalty 3138.656645 = -65434.838173
  nChanged 9
		SP:Iteration 6Q (6130.260000 sec): 3 clusters
  Score: Raw -68612.616254 + Penalty 3138.656645 = -65473.959610
  nChanged 6
		SP:Iteration 7Q (6130.380000 sec): 3 clusters
  Score: Raw -68636.969000 + Penalty 3138.656645 = -65498.312355
  nChanged 1
		SP:Iteration 8Q (6130.570000 sec): 3 clusters
  Score: Raw -68640.024628 + Penalty 3138.656645 = -65501.367983
  nChanged 1
		SP:Iteration 9Q (6130.760000 sec): 3 clusters
  Score: Raw -68642.647292 + Penalty 3138.656645 = -65503.990647
  nChanged 1
		SP:Iteration 10Q (6130.890000 sec): 3 clusters
  Score: Raw -68646.587238 + Penalty 3138.656645 = -65507.930593
  nChanged 0
		SP:Iteration 11F (6131.070000 sec): 3 clusters
  Score: Raw -68646.587238 + Penalty 3138.656645 = -65507.930593
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6131.110000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6131.290000 sec): 3 clusters
  Score: Raw -29541.901755 + Penalty 2632.900778 = -26909.000977
  nChanged 16
		SP:Iteration 1F (6131.420000 sec): 3 clusters
  Score: Raw -29619.925233 + Penalty 2632.900778 = -26987.024455
  nChanged 5
		SP:Iteration 2Q (6131.570000 sec): 3 clusters
  Score: Raw -29639.602171 + Penalty 2632.900778 = -27006.701393
  nChanged 2
		SP:Iteration 3Q (6131.710000 sec): 3 clusters
  Score: Raw -29647.705878 + Penalty 2632.900778 = -27014.805100
  nChanged 2
		SP:Iteration 4Q (6131.840000 sec): 3 clusters
  Score: Raw -29658.140828 + Penalty 2632.900778 = -27025.240051
  nChanged 1
		SP:Iteration 5Q (6132.030000 sec): 3 clusters
  Score: Raw -29664.523312 + Penalty 2632.900778 = -27031.622534
  nChanged 0
		SP:Iteration 6F (6132.210000 sec): 3 clusters
  Score: Raw -29664.523312 + Penalty 2632.900778 = -27031.622534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6132.330000 sec): 2 clusters
  Score: Raw -254138.142815 + Penalty 1825.305785 = -252312.837029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6132.530000 sec): 3 clusters
  Score: Raw -253690.773517 + Penalty 3650.611571 = -250040.161946
  nChanged 506
		SP:Iteration 1F (6132.680000 sec): 3 clusters
  Score: Raw -254349.851168 + Penalty 3650.611571 = -250699.239597
  nChanged 161
		SP:Iteration 2F (6132.820000 sec): 3 clusters
  Score: Raw -254673.904466 + Penalty 3650.611571 = -251023.292895
  nChanged 99
		SP:Iteration 3F (6132.990000 sec): 3 clusters
  Score: Raw -254958.492050 + Penalty 3650.611571 = -251307.880480
  nChanged 89
		SP:Iteration 4F (6133.180000 sec): 3 clusters
  Score: Raw -255193.884654 + Penalty 3650.611571 = -251543.273083
  nChanged 90
		SP:Iteration 5F (6133.380000 sec): 3 clusters
  Score: Raw -255411.423844 + Penalty 3650.611571 = -251760.812273
  nChanged 68
		SP:Iteration 6Q (6133.600000 sec): 3 clusters
  Score: Raw -255565.219365 + Penalty 3650.611571 = -251914.607795
  nChanged 58
		SP:Iteration 7Q (6133.810000 sec): 3 clusters
  Score: Raw -255660.587148 + Penalty 3650.611571 = -252009.975577
  nChanged 42
		SP:Iteration 8Q (6133.950000 sec): 3 clusters
  Score: Raw -255720.450208 + Penalty 3650.611571 = -252069.838638
  nChanged 37
		SP:Iteration 9Q (6134.120000 sec): 3 clusters
  Score: Raw -255765.768713 + Penalty 3650.611571 = -252115.157143
  nChanged 25
		SP:Iteration 10Q (6134.230000 sec): 3 clusters
  Score: Raw -255795.664051 + Penalty 3650.611571 = -252145.052481
  nChanged 25
		SP:Iteration 11Q (6134.360000 sec): 3 clusters
  Score: Raw -255837.055985 + Penalty 3650.611571 = -252186.444414
  nChanged 23
		SP:Iteration 12Q (6134.500000 sec): 3 clusters
  Score: Raw -255866.718817 + Penalty 3650.611571 = -252216.107246
  nChanged 19
		SP:Iteration 13Q (6134.760000 sec): 3 clusters
  Score: Raw -255887.868845 + Penalty 3650.611571 = -252237.257274
  nChanged 16
		SP:Iteration 14Q (6134.940000 sec): 3 clusters
  Score: Raw -255903.752795 + Penalty 3650.611571 = -252253.141225
  nChanged 13
		SP:Iteration 15Q (6135.140000 sec): 3 clusters
  Score: Raw -255917.708712 + Penalty 3650.611571 = -252267.097141
  nChanged 5
		SP:Iteration 16Q (6135.330000 sec): 3 clusters
  Score: Raw -255922.423800 + Penalty 3650.611571 = -252271.812230
  nChanged 7
		SP:Iteration 17Q (6135.490000 sec): 3 clusters
  Score: Raw -255928.987068 + Penalty 3650.611571 = -252278.375498
  nChanged 6
		SP:Iteration 18Q (6135.620000 sec): 3 clusters
  Score: Raw -255935.785020 + Penalty 3650.611571 = -252285.173449
  nChanged 4
		SP:Iteration 19Q (6135.760000 sec): 3 clusters
  Score: Raw -255939.715930 + Penalty 3650.611571 = -252289.104359
  nChanged 1
		SP:Iteration 20F (6135.900000 sec): 3 clusters
  Score: Raw -255941.043578 + Penalty 3650.611571 = -252290.432007
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6135.990000 sec): 2 clusters
  Score: Raw -164230.850672 + Penalty 1707.098721 = -162523.751951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6136.190000 sec): 3 clusters
  Score: Raw -164020.857834 + Penalty 3414.197443 = -160606.660391
  nChanged 247
		SP:Iteration 1F (6136.360000 sec): 3 clusters
  Score: Raw -164337.728320 + Penalty 3414.197443 = -160923.530877
  nChanged 76
		SP:Iteration 2F (6136.480000 sec): 3 clusters
  Score: Raw -164448.186393 + Penalty 3414.197443 = -161033.988950
  nChanged 35
		SP:Iteration 3Q (6136.650000 sec): 3 clusters
  Score: Raw -164516.134793 + Penalty 3414.197443 = -161101.937351
  nChanged 30
		SP:Iteration 4Q (6136.850000 sec): 3 clusters
  Score: Raw -164562.131349 + Penalty 3414.197443 = -161147.933906
  nChanged 25
		SP:Iteration 5Q (6137.020000 sec): 3 clusters
  Score: Raw -164593.764461 + Penalty 3414.197443 = -161179.567018
  nChanged 16
		SP:Iteration 6Q (6137.180000 sec): 3 clusters
  Score: Raw -164608.222325 + Penalty 3414.197443 = -161194.024882
  nChanged 10
		SP:Iteration 7Q (6137.320000 sec): 3 clusters
  Score: Raw -164616.253531 + Penalty 3414.197443 = -161202.056088
  nChanged 7
		SP:Iteration 8Q (6137.490000 sec): 3 clusters
  Score: Raw -164629.191448 + Penalty 3414.197443 = -161214.994005
  nChanged 8
		SP:Iteration 9Q (6137.650000 sec): 3 clusters
  Score: Raw -164640.428333 + Penalty 3414.197443 = -161226.230890
  nChanged 12
		SP:Iteration 10Q (6137.810000 sec): 3 clusters
  Score: Raw -164652.017347 + Penalty 3414.197443 = -161237.819905
  nChanged 5
		SP:Iteration 11Q (6137.970000 sec): 3 clusters
  Score: Raw -164661.741617 + Penalty 3414.197443 = -161247.544174
  nChanged 5
		SP:Iteration 12Q (6138.130000 sec): 3 clusters
  Score: Raw -164670.434971 + Penalty 3414.197443 = -161256.237528
  nChanged 6
		SP:Iteration 13Q (6138.290000 sec): 3 clusters
  Score: Raw -164679.102694 + Penalty 3414.197443 = -161264.905251
  nChanged 8
		SP:Iteration 14Q (6138.450000 sec): 3 clusters
  Score: Raw -164692.789353 + Penalty 3414.197443 = -161278.591910
  nChanged 8
		SP:Iteration 15Q (6138.610000 sec): 3 clusters
  Score: Raw -164707.459104 + Penalty 3414.197443 = -161293.261661
  nChanged 3
		SP:Iteration 16Q (6138.770000 sec): 3 clusters
  Score: Raw -164711.874235 + Penalty 3414.197443 = -161297.676792
  nChanged 3
		SP:Iteration 17Q (6138.930000 sec): 3 clusters
  Score: Raw -164716.208932 + Penalty 3414.197443 = -161302.011489
  nChanged 2
		SP:Iteration 18Q (6139.090000 sec): 3 clusters
  Score: Raw -164719.591781 + Penalty 3414.197443 = -161305.394338
  nChanged 5
		SP:Iteration 19Q (6139.250000 sec): 3 clusters
  Score: Raw -164726.278607 + Penalty 3414.197443 = -161312.081164
  nChanged 5
		SP:Iteration 20F (6139.410000 sec): 3 clusters
  Score: Raw -164731.026284 + Penalty 3414.197443 = -161316.828841
  nChanged 3
		SP:Iteration 21Q (6139.570000 sec): 3 clusters
  Score: Raw -164736.351949 + Penalty 3414.197443 = -161322.154506
  nChanged 2
		SP:Iteration 22Q (6139.730000 sec): 3 clusters
  Score: Raw -164737.702812 + Penalty 3414.197443 = -161323.505369
  nChanged 1
		SP:Iteration 23Q (6139.890000 sec): 3 clusters
  Score: Raw -164739.048089 + Penalty 3414.197443 = -161324.850646
  nChanged 5
		SP:Iteration 24Q (6140.050000 sec): 3 clusters
  Score: Raw -164746.554955 + Penalty 3414.197443 = -161332.357513
  nChanged 4
		SP:Iteration 25Q (6140.210000 sec): 3 clusters
  Score: Raw -164754.097390 + Penalty 3414.197443 = -161339.899947
  nChanged 1
		SP:Iteration 26Q (6140.370000 sec): 3 clusters
  Score: Raw -164754.620905 + Penalty 3414.197443 = -161340.423462
  nChanged 0
		SP:Iteration 27F (6140.530000 sec): 3 clusters
  Score: Raw -164754.620905 + Penalty 3414.197443 = -161340.423462
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6140.610000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6140.770000 sec): 3 clusters
  Score: Raw -76372.449119 + Penalty 3063.230166 = -73309.218953
  nChanged 89
		SP:Iteration 1F (6140.930000 sec): 3 clusters
  Score: Raw -76597.865290 + Penalty 3063.230166 = -73534.635124
  nChanged 26
		SP:Iteration 2F (6141.090000 sec): 3 clusters
  Score: Raw -76679.782105 + Penalty 3063.230166 = -73616.551939
  nChanged 16
		SP:Iteration 3Q (6141.250000 sec): 3 clusters
  Score: Raw -76738.418593 + Penalty 3063.230166 = -73675.188427
  nChanged 11
		SP:Iteration 4Q (6141.410000 sec): 3 clusters
  Score: Raw -76783.848141 + Penalty 3063.230166 = -73720.617975
  nChanged 9
		SP:Iteration 5Q (6141.570000 sec): 3 clusters
  Score: Raw -76813.384376 + Penalty 3063.230166 = -73750.154210
  nChanged 7
		SP:Iteration 6Q (6141.720000 sec): 3 clusters
  Score: Raw -76834.278367 + Penalty 3063.230166 = -73771.048201
  nChanged 2
		SP:Iteration 7Q (6141.880000 sec): 3 clusters
  Score: Raw -76843.844284 + Penalty 3063.230166 = -73780.614118
  nChanged 3
		SP:Iteration 8Q (6142.040000 sec): 3 clusters
  Score: Raw -76856.099208 + Penalty 3063.230166 = -73792.869042
  nChanged 2
		SP:Iteration 9Q (6142.200000 sec): 3 clusters
  Score: Raw -76863.557806 + Penalty 3063.230166 = -73800.327640
  nChanged 0
		SP:Iteration 10F (6142.360000 sec): 3 clusters
  Score: Raw -76863.557806 + Penalty 3063.230166 = -73800.327640
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6142.440000 sec): 2 clusters
  Score: Raw -34856.469177 + Penalty 1349.719592 = -33506.749585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6142.600000 sec): 3 clusters
  Score: Raw -35097.911142 + Penalty 2699.439184 = -32398.471958
  nChanged 24
		SP:Iteration 1F (6142.760000 sec): 3 clusters
  Score: Raw -35241.587203 + Penalty 2699.439184 = -32542.148019
  nChanged 8
		SP:Iteration 2Q (6142.920000 sec): 3 clusters
  Score: Raw -35318.262572 + Penalty 2699.439184 = -32618.823387
  nChanged 2
		SP:Iteration 3Q (6143.080000 sec): 3 clusters
  Score: Raw -35659.391449 + Penalty 2699.439184 = -32959.952264
  nChanged 10
		SP:Iteration 4Q (6143.240000 sec): 3 clusters
  Score: Raw -35716.937189 + Penalty 2699.439184 = -33017.498005
  nChanged 12
		SP:Iteration 5F (6143.400000 sec): 3 clusters
  Score: Raw -35779.784817 + Penalty 2699.439184 = -33080.345632
  nChanged 4
		SP:Iteration 6Q (6143.560000 sec): 3 clusters
  Score: Raw -35800.765970 + Penalty 2699.439184 = -33101.326786
  nChanged 2
		SP:Iteration 7Q (6143.700000 sec): 3 clusters
  Score: Raw -35814.877871 + Penalty 2699.439184 = -33115.438686
  nChanged 0
		SP:Iteration 8F (6143.850000 sec): 3 clusters
  Score: Raw -35814.877871 + Penalty 2699.439184 = -33115.438686
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6143.920000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6144.070000 sec): 3 clusters
  Score: Raw -39888.816372 + Penalty 2769.414169 = -37119.402202
  nChanged 27
		SP:Iteration 1F (6144.220000 sec): 3 clusters
  Score: Raw -39974.955500 + Penalty 2769.414169 = -37205.541330
  nChanged 5
		SP:Iteration 2Q (6144.370000 sec): 3 clusters
  Score: Raw -39986.551637 + Penalty 2769.414169 = -37217.137468
  nChanged 5
		SP:Iteration 3Q (6144.510000 sec): 3 clusters
  Score: Raw -40008.794708 + Penalty 2769.414169 = -37239.380539
  nChanged 2
		SP:Iteration 4Q (6144.660000 sec): 3 clusters
  Score: Raw -40016.578725 + Penalty 2769.414169 = -37247.164556
  nChanged 2
		SP:Iteration 5Q (6144.810000 sec): 3 clusters
  Score: Raw -40023.248057 + Penalty 2769.414169 = -37253.833888
  nChanged 0
		SP:Iteration 6F (6144.960000 sec): 3 clusters
  Score: Raw -40023.248057 + Penalty 2769.414169 = -37253.833888
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6145.060000 sec): 2 clusters
  Score: Raw -375196.597405 + Penalty 1915.991318 = -373280.606087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6145.210000 sec): 3 clusters
  Score: Raw -374347.737625 + Penalty 3831.982635 = -370515.754990
  nChanged 758
		SP:Iteration 1F (6145.370000 sec): 3 clusters
  Score: Raw -374926.946293 + Penalty 3831.982635 = -371094.963658
  nChanged 211
		SP:Iteration 2F (6145.570000 sec): 3 clusters
  Score: Raw -375159.280011 + Penalty 3831.982635 = -371327.297376
  nChanged 158
		SP:Iteration 3F (6145.770000 sec): 3 clusters
  Score: Raw -375405.551250 + Penalty 3831.982635 = -371573.568615
  nChanged 142
		SP:Iteration 4F (6145.960000 sec): 3 clusters
  Score: Raw -375675.712383 + Penalty 3831.982635 = -371843.729748
  nChanged 136
		SP:Iteration 5F (6146.150000 sec): 3 clusters
  Score: Raw -375891.685295 + Penalty 3831.982635 = -372059.702660
  nChanged 110
		SP:Iteration 6Q (6146.300000 sec): 3 clusters
  Score: Raw -376040.069403 + Penalty 3831.982635 = -372208.086768
  nChanged 76
		SP:Iteration 7Q (6146.450000 sec): 3 clusters
  Score: Raw -376123.899716 + Penalty 3831.982635 = -372291.917081
  nChanged 53
		SP:Iteration 8Q (6146.590000 sec): 3 clusters
  Score: Raw -376184.582050 + Penalty 3831.982635 = -372352.599415
  nChanged 43
		SP:Iteration 9Q (6146.690000 sec): 3 clusters
  Score: Raw -376219.963142 + Penalty 3831.982635 = -372387.980507
  nChanged 33
		SP:Iteration 10Q (6146.810000 sec): 3 clusters
  Score: Raw -376246.666864 + Penalty 3831.982635 = -372414.684229
  nChanged 22
		SP:Iteration 11Q (6146.950000 sec): 3 clusters
  Score: Raw -376265.289115 + Penalty 3831.982635 = -372433.306480
  nChanged 20
		SP:Iteration 12Q (6147.070000 sec): 3 clusters
  Score: Raw -376277.269255 + Penalty 3831.982635 = -372445.286620
  nChanged 10
		SP:Iteration 13Q (6147.230000 sec): 3 clusters
  Score: Raw -376282.526922 + Penalty 3831.982635 = -372450.544287
  nChanged 7
		SP:Iteration 14Q (6147.370000 sec): 3 clusters
  Score: Raw -376291.039082 + Penalty 3831.982635 = -372459.056447
  nChanged 5
		SP:Iteration 15Q (6147.500000 sec): 3 clusters
  Score: Raw -376298.788023 + Penalty 3831.982635 = -372466.805388
  nChanged 6
		SP:Iteration 16Q (6147.640000 sec): 3 clusters
  Score: Raw -376311.714555 + Penalty 3831.982635 = -372479.731920
  nChanged 9
		SP:Iteration 17Q (6147.770000 sec): 3 clusters
  Score: Raw -376322.298810 + Penalty 3831.982635 = -372490.316175
  nChanged 8
		SP:Iteration 18Q (6147.910000 sec): 3 clusters
  Score: Raw -376329.266529 + Penalty 3831.982635 = -372497.283894
  nChanged 7
		SP:Iteration 19Q (6148.040000 sec): 3 clusters
  Score: Raw -376333.064122 + Penalty 3831.982635 = -372501.081487
  nChanged 6
		SP:Iteration 20F (6148.180000 sec): 3 clusters
  Score: Raw -376338.396207 + Penalty 3831.982635 = -372506.413572
  nChanged 7
		SP:Iteration 21Q (6148.320000 sec): 3 clusters
  Score: Raw -376348.863730 + Penalty 3831.982635 = -372516.881095
  nChanged 8
		SP:Iteration 22Q (6148.450000 sec): 3 clusters
  Score: Raw -376355.667684 + Penalty 3831.982635 = -372523.685049
  nChanged 8
		SP:Iteration 23Q (6148.620000 sec): 3 clusters
  Score: Raw -376364.870430 + Penalty 3831.982635 = -372532.887795
  nChanged 9
		SP:Iteration 24Q (6148.780000 sec): 3 clusters
  Score: Raw -376369.722788 + Penalty 3831.982635 = -372537.740153
  nChanged 5
		SP:Iteration 25Q (6148.970000 sec): 3 clusters
  Score: Raw -376373.314201 + Penalty 3831.982635 = -372541.331566
  nChanged 7
		SP:Iteration 26Q (6149.140000 sec): 3 clusters
  Score: Raw -376376.575122 + Penalty 3831.982635 = -372544.592487
  nChanged 6
		SP:Iteration 27Q (6149.310000 sec): 3 clusters
  Score: Raw -376383.650042 + Penalty 3831.982635 = -372551.667407
  nChanged 4
		SP:Iteration 28Q (6149.520000 sec): 3 clusters
  Score: Raw -376386.336297 + Penalty 3831.982635 = -372554.353662
  nChanged 5
		SP:Iteration 29Q (6149.650000 sec): 3 clusters
  Score: Raw -376390.101898 + Penalty 3831.982635 = -372558.119263
  nChanged 2
		SP:Iteration 30Q (6149.790000 sec): 3 clusters
  Score: Raw -376391.283222 + Penalty 3831.982635 = -372559.300587
  nChanged 0
		SP:Iteration 31F (6149.970000 sec): 3 clusters
  Score: Raw -376391.283222 + Penalty 3831.982635 = -372559.300587
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6150.100000 sec): 2 clusters
  Score: Raw -648304.286789 + Penalty 2035.165060 = -646269.121729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6150.320000 sec): 3 clusters
  Score: Raw -646674.038774 + Penalty 4070.330120 = -642603.708654
  nChanged 1358
		SP:Iteration 1F (6150.510000 sec): 3 clusters
  Score: Raw -647470.044163 + Penalty 4070.330120 = -643399.714043
  nChanged 275
		SP:Iteration 2F (6150.720000 sec): 3 clusters
  Score: Raw -647667.988442 + Penalty 4070.330120 = -643597.658322
  nChanged 161
		SP:Iteration 3Q (6151.000000 sec): 3 clusters
  Score: Raw -647793.784584 + Penalty 4070.330120 = -643723.454464
  nChanged 152
		SP:Iteration 4Q (6151.160000 sec): 3 clusters
  Score: Raw -647907.473828 + Penalty 4070.330120 = -643837.143708
  nChanged 140
		SP:Iteration 5Q (6151.370000 sec): 3 clusters
  Score: Raw -647999.786657 + Penalty 4070.330120 = -643929.456537
  nChanged 114
		SP:Iteration 6Q (6151.610000 sec): 3 clusters
  Score: Raw -648075.198699 + Penalty 4070.330120 = -644004.868579
  nChanged 102
		SP:Iteration 7Q (6151.780000 sec): 3 clusters
  Score: Raw -648134.967541 + Penalty 4070.330120 = -644064.637421
  nChanged 92
		SP:Iteration 8Q (6151.990000 sec): 3 clusters
  Score: Raw -648199.235614 + Penalty 4070.330120 = -644128.905494
  nChanged 91
		SP:Iteration 9Q (6152.200000 sec): 3 clusters
  Score: Raw -648262.718034 + Penalty 4070.330120 = -644192.387914
  nChanged 89
		SP:Iteration 10Q (6152.410000 sec): 3 clusters
  Score: Raw -648318.519306 + Penalty 4070.330120 = -644248.189186
  nChanged 78
		SP:Iteration 11Q (6152.580000 sec): 3 clusters
  Score: Raw -648369.261654 + Penalty 4070.330120 = -644298.931534
  nChanged 73
		SP:Iteration 12Q (6152.730000 sec): 3 clusters
  Score: Raw -648415.624149 + Penalty 4070.330120 = -644345.294029
  nChanged 72
		SP:Iteration 13Q (6152.900000 sec): 3 clusters
  Score: Raw -648470.046971 + Penalty 4070.330120 = -644399.716851
  nChanged 57
		SP:Iteration 14Q (6153.100000 sec): 3 clusters
  Score: Raw -648508.881777 + Penalty 4070.330120 = -644438.551657
  nChanged 55
		SP:Iteration 15Q (6153.280000 sec): 3 clusters
  Score: Raw -648543.162171 + Penalty 4070.330120 = -644472.832051
  nChanged 48
		SP:Iteration 16Q (6153.420000 sec): 3 clusters
  Score: Raw -648566.073313 + Penalty 4070.330120 = -644495.743193
  nChanged 33
		SP:Iteration 17Q (6153.590000 sec): 3 clusters
  Score: Raw -648583.756791 + Penalty 4070.330120 = -644513.426671
  nChanged 31
		SP:Iteration 18Q (6153.710000 sec): 3 clusters
  Score: Raw -648599.174071 + Penalty 4070.330120 = -644528.843951
  nChanged 36
		SP:Iteration 19Q (6153.870000 sec): 3 clusters
  Score: Raw -648617.896969 + Penalty 4070.330120 = -644547.566849
  nChanged 29
		SP:Iteration 20F (6154.070000 sec): 3 clusters
  Score: Raw -648633.878854 + Penalty 4070.330120 = -644563.548734
  nChanged 23
		SP:Iteration 21Q (6154.250000 sec): 3 clusters
  Score: Raw -648643.262420 + Penalty 4070.330120 = -644572.932300
  nChanged 17
		SP:Iteration 22Q (6154.430000 sec): 3 clusters
  Score: Raw -648650.481552 + Penalty 4070.330120 = -644580.151432
  nChanged 20
		SP:Iteration 23Q (6154.610000 sec): 3 clusters
  Score: Raw -648659.408367 + Penalty 4070.330120 = -644589.078247
  nChanged 14
		SP:Iteration 24Q (6154.810000 sec): 3 clusters
  Score: Raw -648666.700406 + Penalty 4070.330120 = -644596.370286
  nChanged 12
		SP:Iteration 25Q (6155.000000 sec): 3 clusters
  Score: Raw -648672.614639 + Penalty 4070.330120 = -644602.284519
  nChanged 12
		SP:Iteration 26Q (6155.170000 sec): 3 clusters
  Score: Raw -648678.433692 + Penalty 4070.330120 = -644608.103573
  nChanged 14
		SP:Iteration 27Q (6155.350000 sec): 3 clusters
  Score: Raw -648684.642434 + Penalty 4070.330120 = -644614.312314
  nChanged 9
		SP:Iteration 28Q (6155.520000 sec): 3 clusters
  Score: Raw -648688.124219 + Penalty 4070.330120 = -644617.794099
  nChanged 10
		SP:Iteration 29Q (6155.700000 sec): 3 clusters
  Score: Raw -648691.886285 + Penalty 4070.330120 = -644621.556165
  nChanged 8
		SP:Iteration 30Q (6155.860000 sec): 3 clusters
  Score: Raw -648695.486192 + Penalty 4070.330120 = -644625.156072
  nChanged 12
		SP:Iteration 31Q (6156.030000 sec): 3 clusters
  Score: Raw -648701.826842 + Penalty 4070.330120 = -644631.496722
  nChanged 16
		SP:Iteration 32Q (6156.180000 sec): 3 clusters
  Score: Raw -648708.247748 + Penalty 4070.330120 = -644637.917628
  nChanged 10
		SP:Iteration 33Q (6156.400000 sec): 3 clusters
  Score: Raw -648712.706840 + Penalty 4070.330120 = -644642.376720
  nChanged 7
		SP:Iteration 34Q (6156.590000 sec): 3 clusters
  Score: Raw -648715.517185 + Penalty 4070.330120 = -644645.187065
  nChanged 8
		SP:Iteration 35Q (6156.770000 sec): 3 clusters
  Score: Raw -648719.591471 + Penalty 4070.330120 = -644649.261351
  nChanged 4
		SP:Iteration 36Q (6156.970000 sec): 3 clusters
  Score: Raw -648720.560908 + Penalty 4070.330120 = -644650.230788
  nChanged 1
		SP:Iteration 37Q (6157.210000 sec): 3 clusters
  Score: Raw -648720.716094 + Penalty 4070.330120 = -644650.385974
  nChanged 1
		SP:Iteration 38Q (6157.390000 sec): 3 clusters
  Score: Raw -648720.830363 + Penalty 4070.330120 = -644650.500243
  nChanged 0
		SP:Iteration 39F (6157.610000 sec): 3 clusters
  Score: Raw -648720.830363 + Penalty 4070.330120 = -644650.500243
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6157.720000 sec): 2 clusters
  Score: Raw -205481.915888 + Penalty 1764.462823 = -203717.453064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6157.860000 sec): 3 clusters
  Score: Raw -205107.576563 + Penalty 3528.925646 = -201578.650917
  nChanged 350
		SP:Iteration 1F (6157.990000 sec): 3 clusters
  Score: Raw -205495.220004 + Penalty 3528.925646 = -201966.294358
  nChanged 81
		SP:Iteration 2F (6158.180000 sec): 3 clusters
  Score: Raw -205592.188804 + Penalty 3528.925646 = -202063.263158
  nChanged 49
		SP:Iteration 3Q (6158.300000 sec): 3 clusters
  Score: Raw -205653.500456 + Penalty 3528.925646 = -202124.574809
  nChanged 29
		SP:Iteration 4Q (6158.450000 sec): 3 clusters
  Score: Raw -205686.587814 + Penalty 3528.925646 = -202157.662168
  nChanged 22
		SP:Iteration 5Q (6158.580000 sec): 3 clusters
  Score: Raw -205717.224557 + Penalty 3528.925646 = -202188.298911
  nChanged 29
		SP:Iteration 6Q (6158.720000 sec): 3 clusters
  Score: Raw -205752.424488 + Penalty 3528.925646 = -202223.498842
  nChanged 21
		SP:Iteration 7Q (6158.860000 sec): 3 clusters
  Score: Raw -205773.329176 + Penalty 3528.925646 = -202244.403530
  nChanged 15
		SP:Iteration 8Q (6159.050000 sec): 3 clusters
  Score: Raw -205798.178692 + Penalty 3528.925646 = -202269.253046
  nChanged 19
		SP:Iteration 9Q (6159.190000 sec): 3 clusters
  Score: Raw -205819.127232 + Penalty 3528.925646 = -202290.201585
  nChanged 9
		SP:Iteration 10Q (6159.320000 sec): 3 clusters
  Score: Raw -205831.333397 + Penalty 3528.925646 = -202302.407750
  nChanged 11
		SP:Iteration 11Q (6159.420000 sec): 3 clusters
  Score: Raw -205843.493843 + Penalty 3528.925646 = -202314.568196
  nChanged 6
		SP:Iteration 12Q (6159.560000 sec): 3 clusters
  Score: Raw -205847.991215 + Penalty 3528.925646 = -202319.065568
  nChanged 4
		SP:Iteration 13Q (6159.720000 sec): 3 clusters
  Score: Raw -205851.919671 + Penalty 3528.925646 = -202322.994025
  nChanged 6
		SP:Iteration 14Q (6159.870000 sec): 3 clusters
  Score: Raw -205859.509056 + Penalty 3528.925646 = -202330.583410
  nChanged 3
		SP:Iteration 15Q (6160.040000 sec): 3 clusters
  Score: Raw -205864.470106 + Penalty 3528.925646 = -202335.544459
  nChanged 1
		SP:Iteration 16Q (6160.210000 sec): 3 clusters
  Score: Raw -205864.709421 + Penalty 3528.925646 = -202335.783775
  nChanged 1
		SP:Iteration 17Q (6160.360000 sec): 3 clusters
  Score: Raw -205865.167144 + Penalty 3528.925646 = -202336.241498
  nChanged 2
		SP:Iteration 18Q (6160.520000 sec): 3 clusters
  Score: Raw -205870.235993 + Penalty 3528.925646 = -202341.310346
  nChanged 6
		SP:Iteration 19Q (6160.680000 sec): 3 clusters
  Score: Raw -205877.673945 + Penalty 3528.925646 = -202348.748298
  nChanged 7
		SP:Iteration 20F (6160.920000 sec): 3 clusters
  Score: Raw -205887.664190 + Penalty 3528.925646 = -202358.738544
  nChanged 16
		SP:Iteration 21Q (6161.200000 sec): 3 clusters
  Score: Raw -205911.142442 + Penalty 3528.925646 = -202382.216795
  nChanged 13
		SP:Iteration 22Q (6161.380000 sec): 3 clusters
  Score: Raw -205923.534057 + Penalty 3528.925646 = -202394.608410
  nChanged 6
		SP:Iteration 23Q (6161.590000 sec): 3 clusters
  Score: Raw -205931.750388 + Penalty 3528.925646 = -202402.824742
  nChanged 7
		SP:Iteration 24Q (6161.770000 sec): 3 clusters
  Score: Raw -205938.671017 + Penalty 3528.925646 = -202409.745370
  nChanged 4
		SP:Iteration 25Q (6161.900000 sec): 3 clusters
  Score: Raw -205943.459111 + Penalty 3528.925646 = -202414.533465
  nChanged 7
		SP:Iteration 26Q (6162.100000 sec): 3 clusters
  Score: Raw -205952.235157 + Penalty 3528.925646 = -202423.309511
  nChanged 4
		SP:Iteration 27Q (6162.340000 sec): 3 clusters
  Score: Raw -205956.210529 + Penalty 3528.925646 = -202427.284882
  nChanged 5
		SP:Iteration 28Q (6162.470000 sec): 3 clusters
  Score: Raw -205967.028179 + Penalty 3528.925646 = -202438.102533
  nChanged 4
		SP:Iteration 29Q (6162.630000 sec): 3 clusters
  Score: Raw -205971.948593 + Penalty 3528.925646 = -202443.022947
  nChanged 3
		SP:Iteration 30Q (6162.830000 sec): 3 clusters
  Score: Raw -205974.383211 + Penalty 3528.925646 = -202445.457565
  nChanged 1
		SP:Iteration 31Q (6162.980000 sec): 3 clusters
  Score: Raw -205975.214212 + Penalty 3528.925646 = -202446.288565
  nChanged 2
		SP:Iteration 32Q (6163.150000 sec): 3 clusters
  Score: Raw -205976.690312 + Penalty 3528.925646 = -202447.764666
  nChanged 2
		SP:Iteration 33Q (6163.360000 sec): 3 clusters
  Score: Raw -205980.042217 + Penalty 3528.925646 = -202451.116571
  nChanged 3
		SP:Iteration 34Q (6163.520000 sec): 3 clusters
  Score: Raw -205982.833113 + Penalty 3528.925646 = -202453.907467
  nChanged 3
		SP:Iteration 35Q (6163.690000 sec): 3 clusters
  Score: Raw -205985.157307 + Penalty 3528.925646 = -202456.231660
  nChanged 2
		SP:Iteration 36Q (6163.880000 sec): 3 clusters
  Score: Raw -205986.387675 + Penalty 3528.925646 = -202457.462029
  nChanged 2
		SP:Iteration 37Q (6163.970000 sec): 3 clusters
  Score: Raw -205988.396032 + Penalty 3528.925646 = -202459.470386
  nChanged 0
		SP:Iteration 38F (6164.160000 sec): 3 clusters
  Score: Raw -205988.396032 + Penalty 3528.925646 = -202459.470386
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6164.240000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6164.390000 sec): 3 clusters
  Score: Raw -20982.913034 + Penalty 2458.090221 = -18524.822814
  nChanged 7
		SP:Iteration 1Q (6164.490000 sec): 3 clusters
  Score: Raw -21022.026127 + Penalty 2458.090221 = -18563.935907
  nChanged 1
		SP:Iteration 2Q (6164.710000 sec): 3 clusters
  Score: Raw -21025.874684 + Penalty 2458.090221 = -18567.784463
  nChanged 0
		SP:Iteration 3F (6164.850000 sec): 3 clusters
  Score: Raw -21025.874684 + Penalty 2458.090221 = -18567.784463
  nChanged 0
Iteration 139Q (6215.430000 sec): 56 clusters
  Score: Raw -91384857.339534 + Penalty 179435.559232 = -91205421.780303
  nChanged 164
Deleting Class 37 (427 points): Lose 2912.745190 but Gain 3262.464713
Iteration 140F (6288.220000 sec): 55 clusters
  Score: Raw -91382159.033288 + Penalty 176173.094518 = -91205985.938770
  nChanged 546
Iteration 141Q (6339.930000 sec): 55 clusters
  Score: Raw -91383361.140873 + Penalty 176173.094518 = -91207188.046355
  nChanged 111
Iteration 142Q (6388.780000 sec): 55 clusters
  Score: Raw -91383411.944102 + Penalty 176173.094518 = -91207238.849584
  nChanged 70
Iteration 143Q (6438.570000 sec): 55 clusters
  Score: Raw -91383430.542813 + Penalty 176173.094518 = -91207257.448295
  nChanged 48
Iteration 144Q (6486.690000 sec): 55 clusters
  Score: Raw -91383436.440295 + Penalty 176173.094518 = -91207263.345777
  nChanged 42
Iteration 145Q (6535.000000 sec): 55 clusters
  Score: Raw -91383442.132734 + Penalty 176173.094518 = -91207269.038215
  nChanged 38
Iteration 146Q (6582.460000 sec): 55 clusters
  Score: Raw -91383448.404362 + Penalty 176173.094518 = -91207275.309843
  nChanged 34
Iteration 147Q (6621.800000 sec): 55 clusters
  Score: Raw -91383452.298500 + Penalty 176173.094518 = -91207279.203982
  nChanged 29
Iteration 148Q (6670.880000 sec): 55 clusters
  Score: Raw -91383456.936858 + Penalty 176173.094518 = -91207283.842340
  nChanged 26
Iteration 149Q (6721.860000 sec): 55 clusters
  Score: Raw -91383461.921416 + Penalty 176173.094518 = -91207288.826898
  nChanged 30
Iteration 150Q (6760.540000 sec): 55 clusters
  Score: Raw -91383465.524563 + Penalty 176173.094518 = -91207292.430045
  nChanged 20
Iteration 151Q (6814.650000 sec): 55 clusters
  Score: Raw -91383468.231852 + Penalty 176173.094518 = -91207295.137334
  nChanged 23
Iteration 152Q (6862.100000 sec): 55 clusters
  Score: Raw -91383471.936868 + Penalty 176173.094518 = -91207298.842350
  nChanged 15
Iteration 153Q (6908.780000 sec): 55 clusters
  Score: Raw -91383474.289345 + Penalty 176173.094518 = -91207301.194827
  nChanged 16
Iteration 154Q (6960.150000 sec): 55 clusters
  Score: Raw -91383475.829361 + Penalty 176173.094518 = -91207302.734843
  nChanged 14
Iteration 155Q (7015.850000 sec): 55 clusters
  Score: Raw -91383477.507959 + Penalty 176173.094518 = -91207304.413440
  nChanged 14
Iteration 156Q (7072.190000 sec): 55 clusters
  Score: Raw -91383479.855940 + Penalty 176173.094518 = -91207306.761421
  nChanged 7
Iteration 157Q (7127.300000 sec): 55 clusters
  Score: Raw -91383481.348624 + Penalty 176173.094518 = -91207308.254106
  nChanged 9
Iteration 158Q (7180.750000 sec): 55 clusters
  Score: Raw -91383482.576859 + Penalty 176173.094518 = -91207309.482341
  nChanged 8
Iteration 159Q (7225.850000 sec): 55 clusters
  Score: Raw -91383483.682415 + Penalty 176173.094518 = -91207310.587897
  nChanged 10
Iteration 160F (7305.350000 sec): 55 clusters
  Score: Raw -91383484.463128 + Penalty 176173.094518 = -91207311.368610
  nChanged 15
Iteration 161Q (7358.930000 sec): 55 clusters
  Score: Raw -91383485.484956 + Penalty 176173.094518 = -91207312.390438
  nChanged 17
Iteration 162Q (7413.490000 sec): 55 clusters
  Score: Raw -91383486.536938 + Penalty 176173.094518 = -91207313.442419
  nChanged 18
Iteration 163Q (7467.380000 sec): 55 clusters
  Score: Raw -91383487.059113 + Penalty 176173.094518 = -91207313.964594
  nChanged 11
Iteration 164Q (7511.120000 sec): 55 clusters
  Score: Raw -91383487.498035 + Penalty 176173.094518 = -91207314.403517
  nChanged 11
Iteration 165Q (7555.900000 sec): 55 clusters
  Score: Raw -91383487.912118 + Penalty 176173.094518 = -91207314.817599
  nChanged 8
Iteration 166Q (7596.200000 sec): 55 clusters
  Score: Raw -91383488.161883 + Penalty 176173.094518 = -91207315.067365
  nChanged 5
Iteration 167Q (7635.500000 sec): 55 clusters
  Score: Raw -91383488.491737 + Penalty 176173.094518 = -91207315.397218
  nChanged 2
Iteration 168Q (7677.290000 sec): 55 clusters
  Score: Raw -91383488.529211 + Penalty 176173.094518 = -91207315.434692
  nChanged 2
Iteration 169Q (7729.130000 sec): 55 clusters
  Score: Raw -91383488.550368 + Penalty 176173.094518 = -91207315.455849
  nChanged 2
Iteration 170Q (7772.500000 sec): 55 clusters
  Score: Raw -91383488.623791 + Penalty 176173.094518 = -91207315.529273
  nChanged 2
Iteration 171Q (7816.650000 sec): 55 clusters
  Score: Raw -91383489.010906 + Penalty 176173.094518 = -91207315.916388
  nChanged 6
Iteration 172Q (7864.130000 sec): 55 clusters
  Score: Raw -91383489.685563 + Penalty 176173.094518 = -91207316.591044
  nChanged 8
Iteration 173Q (7906.480000 sec): 55 clusters
  Score: Raw -91383490.621896 + Penalty 176173.094518 = -91207317.527378
  nChanged 9
Iteration 174Q (7948.150000 sec): 55 clusters
  Score: Raw -91383491.288601 + Penalty 176173.094518 = -91207318.194082
  nChanged 6
Iteration 175Q (7995.390000 sec): 55 clusters
  Score: Raw -91383491.773056 + Penalty 176173.094518 = -91207318.678538
  nChanged 6
Iteration 176Q (8043.430000 sec): 55 clusters
  Score: Raw -91383491.977960 + Penalty 176173.094518 = -91207318.883442
  nChanged 5
Iteration 177Q (8094.910000 sec): 55 clusters
  Score: Raw -91383492.304466 + Penalty 176173.094518 = -91207319.209948
  nChanged 8
Iteration 178Q (8143.310000 sec): 55 clusters
  Score: Raw -91383492.915047 + Penalty 176173.094518 = -91207319.820529
  nChanged 11
Writing temp clu file 
Because OldScore, -91207319.209948, is greater than current (better) Score,-91207319.820529 
 Compute initial score before splitting:   Score: Raw -91383492.915047 + Penalty 176173.094518 = -91207319.820529
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8143.580000 sec): 2 clusters
  Score: Raw -47675.120678 + Penalty 1469.215438 = -46205.905240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8143.770000 sec): 3 clusters
  Score: Raw -47799.491373 + Penalty 2938.430876 = -44861.060498
  nChanged 54
		SP:Iteration 1F (8143.910000 sec): 3 clusters
  Score: Raw -47951.525546 + Penalty 2938.430876 = -45013.094671
  nChanged 21
		SP:Iteration 2F (8144.050000 sec): 3 clusters
  Score: Raw -48031.355903 + Penalty 2938.430876 = -45092.925027
  nChanged 10
		SP:Iteration 3Q (8144.190000 sec): 3 clusters
  Score: Raw -48059.486697 + Penalty 2938.430876 = -45121.055822
  nChanged 8
		SP:Iteration 4Q (8144.350000 sec): 3 clusters
  Score: Raw -48093.981671 + Penalty 2938.430876 = -45155.550795
  nChanged 7
		SP:Iteration 5Q (8144.510000 sec): 3 clusters
  Score: Raw -48146.658737 + Penalty 2938.430876 = -45208.227861
  nChanged 6
		SP:Iteration 6Q (8144.670000 sec): 3 clusters
  Score: Raw -48171.277724 + Penalty 2938.430876 = -45232.846849
  nChanged 7
		SP:Iteration 7Q (8144.830000 sec): 3 clusters
  Score: Raw -48207.745371 + Penalty 2938.430876 = -45269.314495
  nChanged 8
		SP:Iteration 8Q (8144.990000 sec): 3 clusters
  Score: Raw -48244.509926 + Penalty 2938.430876 = -45306.079051
  nChanged 4
		SP:Iteration 9Q (8145.150000 sec): 3 clusters
  Score: Raw -48261.612081 + Penalty 2938.430876 = -45323.181206
  nChanged 0
		SP:Iteration 10F (8145.310000 sec): 3 clusters
  Score: Raw -48261.612081 + Penalty 2938.430876 = -45323.181206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8145.390000 sec): 2 clusters
  Score: Raw -100390.143694 + Penalty 1600.889244 = -98789.254450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8145.550000 sec): 3 clusters
  Score: Raw -100430.466009 + Penalty 3201.778487 = -97228.687522
  nChanged 155
		SP:Iteration 1F (8145.710000 sec): 3 clusters
  Score: Raw -100767.008184 + Penalty 3201.778487 = -97565.229697
  nChanged 50
		SP:Iteration 2F (8145.870000 sec): 3 clusters
  Score: Raw -100881.673446 + Penalty 3201.778487 = -97679.894958
  nChanged 30
		SP:Iteration 3Q (8146.030000 sec): 3 clusters
  Score: Raw -100948.788756 + Penalty 3201.778487 = -97747.010269
  nChanged 29
		SP:Iteration 4Q (8146.180000 sec): 3 clusters
  Score: Raw -101060.189792 + Penalty 3201.778487 = -97858.411305
  nChanged 34
		SP:Iteration 5F (8146.340000 sec): 3 clusters
  Score: Raw -101181.749511 + Penalty 3201.778487 = -97979.971024
  nChanged 29
		SP:Iteration 6Q (8146.500000 sec): 3 clusters
  Score: Raw -101277.366809 + Penalty 3201.778487 = -98075.588321
  nChanged 19
		SP:Iteration 7Q (8146.660000 sec): 3 clusters
  Score: Raw -101350.372129 + Penalty 3201.778487 = -98148.593641
  nChanged 15
		SP:Iteration 8Q (8146.820000 sec): 3 clusters
  Score: Raw -101405.441040 + Penalty 3201.778487 = -98203.662553
  nChanged 11
		SP:Iteration 9Q (8146.980000 sec): 3 clusters
  Score: Raw -101470.137392 + Penalty 3201.778487 = -98268.358905
  nChanged 8
		SP:Iteration 10Q (8147.140000 sec): 3 clusters
  Score: Raw -101494.104599 + Penalty 3201.778487 = -98292.326112
  nChanged 4
		SP:Iteration 11Q (8147.270000 sec): 3 clusters
  Score: Raw -101529.970893 + Penalty 3201.778487 = -98328.192405
  nChanged 6
		SP:Iteration 12Q (8147.400000 sec): 3 clusters
  Score: Raw -101572.078598 + Penalty 3201.778487 = -98370.300110
  nChanged 6
		SP:Iteration 13Q (8147.530000 sec): 3 clusters
  Score: Raw -101608.264252 + Penalty 3201.778487 = -98406.485765
  nChanged 4
		SP:Iteration 14Q (8147.650000 sec): 3 clusters
  Score: Raw -101630.922348 + Penalty 3201.778487 = -98429.143860
  nChanged 2
		SP:Iteration 15Q (8147.780000 sec): 3 clusters
  Score: Raw -101635.572848 + Penalty 3201.778487 = -98433.794361
  nChanged 0
		SP:Iteration 16F (8147.910000 sec): 3 clusters
  Score: Raw -101635.572848 + Penalty 3201.778487 = -98433.794361
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8147.970000 sec): 2 clusters
  Score: Raw -221153.493589 + Penalty 1756.263729 = -219397.229860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8148.130000 sec): 3 clusters
  Score: Raw -220808.267718 + Penalty 3512.527459 = -217295.740260
  nChanged 293
		SP:Iteration 1F (8148.290000 sec): 3 clusters
  Score: Raw -221100.567752 + Penalty 3512.527459 = -217588.040293
  nChanged 78
		SP:Iteration 2F (8148.450000 sec): 3 clusters
  Score: Raw -221184.005569 + Penalty 3512.527459 = -217671.478110
  nChanged 36
		SP:Iteration 3Q (8148.610000 sec): 3 clusters
  Score: Raw -221237.165473 + Penalty 3512.527459 = -217724.638014
  nChanged 35
		SP:Iteration 4Q (8148.770000 sec): 3 clusters
  Score: Raw -221284.547448 + Penalty 3512.527459 = -217772.019990
  nChanged 24
		SP:Iteration 5Q (8148.930000 sec): 3 clusters
  Score: Raw -221313.159978 + Penalty 3512.527459 = -217800.632519
  nChanged 14
		SP:Iteration 6Q (8149.090000 sec): 3 clusters
  Score: Raw -221330.707619 + Penalty 3512.527459 = -217818.180161
  nChanged 13
		SP:Iteration 7Q (8149.250000 sec): 3 clusters
  Score: Raw -221345.203813 + Penalty 3512.527459 = -217832.676355
  nChanged 12
		SP:Iteration 8Q (8149.410000 sec): 3 clusters
  Score: Raw -221360.270022 + Penalty 3512.527459 = -217847.742564
  nChanged 12
		SP:Iteration 9Q (8149.570000 sec): 3 clusters
  Score: Raw -221371.513038 + Penalty 3512.527459 = -217858.985579
  nChanged 9
		SP:Iteration 10Q (8149.730000 sec): 3 clusters
  Score: Raw -221382.244015 + Penalty 3512.527459 = -217869.716556
  nChanged 6
		SP:Iteration 11Q (8149.890000 sec): 3 clusters
  Score: Raw -221391.139603 + Penalty 3512.527459 = -217878.612144
  nChanged 8
		SP:Iteration 12Q (8150.050000 sec): 3 clusters
  Score: Raw -221402.133096 + Penalty 3512.527459 = -217889.605638
  nChanged 8
		SP:Iteration 13Q (8150.210000 sec): 3 clusters
  Score: Raw -221410.828121 + Penalty 3512.527459 = -217898.300662
  nChanged 9
		SP:Iteration 14Q (8150.370000 sec): 3 clusters
  Score: Raw -221417.272108 + Penalty 3512.527459 = -217904.744649
  nChanged 8
		SP:Iteration 15Q (8150.530000 sec): 3 clusters
  Score: Raw -221431.471516 + Penalty 3512.527459 = -217918.944057
  nChanged 10
		SP:Iteration 16Q (8150.690000 sec): 3 clusters
  Score: Raw -221448.371570 + Penalty 3512.527459 = -217935.844111
  nChanged 10
		SP:Iteration 17Q (8150.830000 sec): 3 clusters
  Score: Raw -221463.787170 + Penalty 3512.527459 = -217951.259711
  nChanged 9
		SP:Iteration 18Q (8151.080000 sec): 3 clusters
  Score: Raw -221475.369283 + Penalty 3512.527459 = -217962.841824
  nChanged 8
		SP:Iteration 19Q (8151.250000 sec): 3 clusters
  Score: Raw -221485.956118 + Penalty 3512.527459 = -217973.428659
  nChanged 3
		SP:Iteration 20F (8151.470000 sec): 3 clusters
  Score: Raw -221490.184727 + Penalty 3512.527459 = -217977.657269
  nChanged 6
		SP:Iteration 21Q (8151.660000 sec): 3 clusters
  Score: Raw -221495.307411 + Penalty 3512.527459 = -217982.779952
  nChanged 3
		SP:Iteration 22Q (8151.850000 sec): 3 clusters
  Score: Raw -221498.615969 + Penalty 3512.527459 = -217986.088510
  nChanged 5
		SP:Iteration 23Q (8151.990000 sec): 3 clusters
  Score: Raw -221504.495579 + Penalty 3512.527459 = -217991.968120
  nChanged 5
		SP:Iteration 24Q (8152.170000 sec): 3 clusters
  Score: Raw -221512.524875 + Penalty 3512.527459 = -217999.997417
  nChanged 9
		SP:Iteration 25Q (8152.300000 sec): 3 clusters
  Score: Raw -221523.879270 + Penalty 3512.527459 = -218011.351811
  nChanged 5
		SP:Iteration 26Q (8152.460000 sec): 3 clusters
  Score: Raw -221529.649997 + Penalty 3512.527459 = -218017.122538
  nChanged 7
		SP:Iteration 27Q (8152.640000 sec): 3 clusters
  Score: Raw -221536.291818 + Penalty 3512.527459 = -218023.764359
  nChanged 4
		SP:Iteration 28Q (8152.770000 sec): 3 clusters
  Score: Raw -221539.627579 + Penalty 3512.527459 = -218027.100121
  nChanged 3
		SP:Iteration 29Q (8152.910000 sec): 3 clusters
  Score: Raw -221544.627558 + Penalty 3512.527459 = -218032.100100
  nChanged 4
		SP:Iteration 30Q (8153.050000 sec): 3 clusters
  Score: Raw -221548.556169 + Penalty 3512.527459 = -218036.028710
  nChanged 6
		SP:Iteration 31Q (8153.200000 sec): 3 clusters
  Score: Raw -221553.945311 + Penalty 3512.527459 = -218041.417853
  nChanged 4
		SP:Iteration 32Q (8153.360000 sec): 3 clusters
  Score: Raw -221557.546336 + Penalty 3512.527459 = -218045.018877
  nChanged 3
		SP:Iteration 33Q (8153.500000 sec): 3 clusters
  Score: Raw -221559.458679 + Penalty 3512.527459 = -218046.931221
  nChanged 5
		SP:Iteration 34Q (8153.630000 sec): 3 clusters
  Score: Raw -221564.798365 + Penalty 3512.527459 = -218052.270906
  nChanged 6
		SP:Iteration 35Q (8153.780000 sec): 3 clusters
  Score: Raw -221573.485886 + Penalty 3512.527459 = -218060.958428
  nChanged 10
		SP:Iteration 36Q (8153.970000 sec): 3 clusters
  Score: Raw -221598.057995 + Penalty 3512.527459 = -218085.530536
  nChanged 16
		SP:Iteration 37Q (8154.110000 sec): 3 clusters
  Score: Raw -221625.074700 + Penalty 3512.527459 = -218112.547241
  nChanged 16
		SP:Iteration 38Q (8154.250000 sec): 3 clusters
  Score: Raw -221652.446822 + Penalty 3512.527459 = -218139.919363
  nChanged 24
		SP:Iteration 39Q (8154.400000 sec): 3 clusters
  Score: Raw -221693.700492 + Penalty 3512.527459 = -218181.173033
  nChanged 28
		SP:Iteration 40F (8154.560000 sec): 3 clusters
  Score: Raw -221749.458228 + Penalty 3512.527459 = -218236.930770
  nChanged 31
		SP:Iteration 41Q (8154.690000 sec): 3 clusters
  Score: Raw -221807.243644 + Penalty 3512.527459 = -218294.716186
  nChanged 37
		SP:Iteration 42Q (8154.860000 sec): 3 clusters
  Score: Raw -221892.701499 + Penalty 3512.527459 = -218380.174040
  nChanged 36
		SP:Iteration 43Q (8154.970000 sec): 3 clusters
  Score: Raw -221995.767123 + Penalty 3512.527459 = -218483.239664
  nChanged 32
		SP:Iteration 44Q (8155.160000 sec): 3 clusters
  Score: Raw -222086.664129 + Penalty 3512.527459 = -218574.136671
  nChanged 34
		SP:Iteration 45Q (8155.270000 sec): 3 clusters
  Score: Raw -222173.681798 + Penalty 3512.527459 = -218661.154339
  nChanged 26
		SP:Iteration 46Q (8155.380000 sec): 3 clusters
  Score: Raw -222223.339375 + Penalty 3512.527459 = -218710.811916
  nChanged 20
		SP:Iteration 47Q (8155.530000 sec): 3 clusters
  Score: Raw -222265.986646 + Penalty 3512.527459 = -218753.459187
  nChanged 20
		SP:Iteration 48Q (8155.630000 sec): 3 clusters
  Score: Raw -222310.998523 + Penalty 3512.527459 = -218798.471064
  nChanged 17
		SP:Iteration 49Q (8155.770000 sec): 3 clusters
  Score: Raw -222345.702239 + Penalty 3512.527459 = -218833.174780
  nChanged 13
		SP:Iteration 50Q (8155.860000 sec): 3 clusters
  Score: Raw -222370.704444 + Penalty 3512.527459 = -218858.176985
  nChanged 5
		SP:Iteration 51Q (8155.990000 sec): 3 clusters
  Score: Raw -222377.938698 + Penalty 3512.527459 = -218865.411240
  nChanged 6
		SP:Iteration 52Q (8156.140000 sec): 3 clusters
  Score: Raw -222392.735262 + Penalty 3512.527459 = -218880.207803
  nChanged 6
		SP:Iteration 53Q (8156.320000 sec): 3 clusters
  Score: Raw -222411.647889 + Penalty 3512.527459 = -218899.120431
  nChanged 8
		SP:Iteration 54Q (8156.410000 sec): 3 clusters
  Score: Raw -222434.009982 + Penalty 3512.527459 = -218921.482524
  nChanged 7
		SP:Iteration 55Q (8156.530000 sec): 3 clusters
  Score: Raw -222448.561836 + Penalty 3512.527459 = -218936.034377
  nChanged 5
		SP:Iteration 56Q (8156.660000 sec): 3 clusters
  Score: Raw -222459.724150 + Penalty 3512.527459 = -218947.196692
  nChanged 1
		SP:Iteration 57Q (8156.790000 sec): 3 clusters
  Score: Raw -222460.952990 + Penalty 3512.527459 = -218948.425531
  nChanged 0
		SP:Iteration 58F (8156.910000 sec): 3 clusters
  Score: Raw -222460.952990 + Penalty 3512.527459 = -218948.425531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8156.980000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8157.090000 sec): 3 clusters
  Score: Raw -27150.842399 + Penalty 2547.356025 = -24603.486374
  nChanged 18
		SP:Iteration 1F (8157.220000 sec): 3 clusters
  Score: Raw -27295.489443 + Penalty 2547.356025 = -24748.133418
  nChanged 4
		SP:Iteration 2Q (8157.350000 sec): 3 clusters
  Score: Raw -27337.716778 + Penalty 2547.356025 = -24790.360753
  nChanged 3
		SP:Iteration 3Q (8157.520000 sec): 3 clusters
  Score: Raw -27367.372690 + Penalty 2547.356025 = -24820.016665
  nChanged 2
		SP:Iteration 4Q (8157.690000 sec): 3 clusters
  Score: Raw -27384.408998 + Penalty 2547.356025 = -24837.052973
  nChanged 1
		SP:Iteration 5Q (8157.880000 sec): 3 clusters
  Score: Raw -27391.564923 + Penalty 2547.356025 = -24844.208898
  nChanged 1
		SP:Iteration 6Q (8158.070000 sec): 3 clusters
  Score: Raw -27403.752300 + Penalty 2547.356025 = -24856.396275
  nChanged 1
		SP:Iteration 7Q (8158.250000 sec): 3 clusters
  Score: Raw -27427.473803 + Penalty 2547.356025 = -24880.117778
  nChanged 3
		SP:Iteration 8Q (8158.390000 sec): 3 clusters
  Score: Raw -27477.367485 + Penalty 2547.356025 = -24930.011460
  nChanged 1
		SP:Iteration 9Q (8158.500000 sec): 3 clusters
  Score: Raw -27492.898389 + Penalty 2547.356025 = -24945.542364
  nChanged 0
		SP:Iteration 10F (8158.620000 sec): 3 clusters
  Score: Raw -27492.898389 + Penalty 2547.356025 = -24945.542364
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8158.770000 sec): 2 clusters
  Score: Raw -932637.773888 + Penalty 2125.964789 = -930511.809098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8158.900000 sec): 3 clusters
  Score: Raw -930089.178227 + Penalty 4251.929578 = -925837.248649
  nChanged 2019
		SP:Iteration 1F (8159.120000 sec): 3 clusters
  Score: Raw -931289.569171 + Penalty 4251.929578 = -927037.639593
  nChanged 429
		SP:Iteration 2F (8159.350000 sec): 3 clusters
  Score: Raw -931584.169673 + Penalty 4251.929578 = -927332.240095
  nChanged 314
		SP:Iteration 3F (8159.520000 sec): 3 clusters
  Score: Raw -931790.863208 + Penalty 4251.929578 = -927538.933630
  nChanged 222
		SP:Iteration 4Q (8159.720000 sec): 3 clusters
  Score: Raw -931930.660099 + Penalty 4251.929578 = -927678.730521
  nChanged 187
		SP:Iteration 5Q (8159.940000 sec): 3 clusters
  Score: Raw -932035.378928 + Penalty 4251.929578 = -927783.449350
  nChanged 154
		SP:Iteration 6Q (8160.130000 sec): 3 clusters
  Score: Raw -932115.636798 + Penalty 4251.929578 = -927863.707220
  nChanged 138
		SP:Iteration 7Q (8160.400000 sec): 3 clusters
  Score: Raw -932196.159003 + Penalty 4251.929578 = -927944.229425
  nChanged 136
		SP:Iteration 8Q (8160.610000 sec): 3 clusters
  Score: Raw -932262.698631 + Penalty 4251.929578 = -928010.769053
  nChanged 108
		SP:Iteration 9Q (8160.760000 sec): 3 clusters
  Score: Raw -932317.217999 + Penalty 4251.929578 = -928065.288421
  nChanged 94
		SP:Iteration 10Q (8160.930000 sec): 3 clusters
  Score: Raw -932365.710824 + Penalty 4251.929578 = -928113.781246
  nChanged 96
		SP:Iteration 11Q (8161.130000 sec): 3 clusters
  Score: Raw -932405.632051 + Penalty 4251.929578 = -928153.702473
  nChanged 62
		SP:Iteration 12Q (8161.320000 sec): 3 clusters
  Score: Raw -932430.082897 + Penalty 4251.929578 = -928178.153319
  nChanged 55
		SP:Iteration 13Q (8161.470000 sec): 3 clusters
  Score: Raw -932450.559685 + Penalty 4251.929578 = -928198.630107
  nChanged 45
		SP:Iteration 14Q (8161.660000 sec): 3 clusters
  Score: Raw -932466.368326 + Penalty 4251.929578 = -928214.438748
  nChanged 50
		SP:Iteration 15Q (8161.840000 sec): 3 clusters
  Score: Raw -932488.471793 + Penalty 4251.929578 = -928236.542215
  nChanged 52
		SP:Iteration 16Q (8162.020000 sec): 3 clusters
  Score: Raw -932512.707384 + Penalty 4251.929578 = -928260.777806
  nChanged 62
		SP:Iteration 17Q (8162.210000 sec): 3 clusters
  Score: Raw -932541.931399 + Penalty 4251.929578 = -928290.001821
  nChanged 60
		SP:Iteration 18Q (8162.400000 sec): 3 clusters
  Score: Raw -932572.234091 + Penalty 4251.929578 = -928320.304513
  nChanged 63
		SP:Iteration 19Q (8162.620000 sec): 3 clusters
  Score: Raw -932600.083368 + Penalty 4251.929578 = -928348.153790
  nChanged 61
		SP:Iteration 20F (8162.780000 sec): 3 clusters
  Score: Raw -932629.590556 + Penalty 4251.929578 = -928377.660977
  nChanged 60
		SP:Iteration 21Q (8163.000000 sec): 3 clusters
  Score: Raw -932659.961433 + Penalty 4251.929578 = -928408.031855
  nChanged 58
		SP:Iteration 22Q (8163.160000 sec): 3 clusters
  Score: Raw -932689.404094 + Penalty 4251.929578 = -928437.474516
  nChanged 62
		SP:Iteration 23Q (8163.350000 sec): 3 clusters
  Score: Raw -932722.933873 + Penalty 4251.929578 = -928471.004295
  nChanged 73
		SP:Iteration 24Q (8163.510000 sec): 3 clusters
  Score: Raw -932764.548417 + Penalty 4251.929578 = -928512.618838
  nChanged 70
		SP:Iteration 25Q (8163.670000 sec): 3 clusters
  Score: Raw -932800.397374 + Penalty 4251.929578 = -928548.467796
  nChanged 66
		SP:Iteration 26Q (8163.790000 sec): 3 clusters
  Score: Raw -932835.540144 + Penalty 4251.929578 = -928583.610566
  nChanged 60
		SP:Iteration 27Q (8164.000000 sec): 3 clusters
  Score: Raw -932868.108026 + Penalty 4251.929578 = -928616.178448
  nChanged 65
		SP:Iteration 28Q (8164.160000 sec): 3 clusters
  Score: Raw -932912.397411 + Penalty 4251.929578 = -928660.467833
  nChanged 79
		SP:Iteration 29Q (8164.310000 sec): 3 clusters
  Score: Raw -932963.976321 + Penalty 4251.929578 = -928712.046742
  nChanged 70
		SP:Iteration 30Q (8164.490000 sec): 3 clusters
  Score: Raw -933016.339750 + Penalty 4251.929578 = -928764.410172
  nChanged 69
		SP:Iteration 31Q (8164.660000 sec): 3 clusters
  Score: Raw -933065.033852 + Penalty 4251.929578 = -928813.104274
  nChanged 83
		SP:Iteration 32Q (8164.850000 sec): 3 clusters
  Score: Raw -933126.874830 + Penalty 4251.929578 = -928874.945252
  nChanged 69
		SP:Iteration 33Q (8165.030000 sec): 3 clusters
  Score: Raw -933174.177535 + Penalty 4251.929578 = -928922.247957
  nChanged 55
		SP:Iteration 34Q (8165.220000 sec): 3 clusters
  Score: Raw -933207.454887 + Penalty 4251.929578 = -928955.525308
  nChanged 49
		SP:Iteration 35Q (8165.390000 sec): 3 clusters
  Score: Raw -933239.379780 + Penalty 4251.929578 = -928987.450202
  nChanged 47
		SP:Iteration 36Q (8165.510000 sec): 3 clusters
  Score: Raw -933273.440174 + Penalty 4251.929578 = -929021.510596
  nChanged 51
		SP:Iteration 37Q (8165.660000 sec): 3 clusters
  Score: Raw -933307.929418 + Penalty 4251.929578 = -929055.999840
  nChanged 48
		SP:Iteration 38Q (8165.780000 sec): 3 clusters
  Score: Raw -933350.557677 + Penalty 4251.929578 = -929098.628099
  nChanged 53
		SP:Iteration 39Q (8165.930000 sec): 3 clusters
  Score: Raw -933396.896399 + Penalty 4251.929578 = -929144.966821
  nChanged 45
		SP:Iteration 40F (8166.080000 sec): 3 clusters
  Score: Raw -933430.819776 + Penalty 4251.929578 = -929178.890198
  nChanged 38
		SP:Iteration 41Q (8166.220000 sec): 3 clusters
  Score: Raw -933461.000673 + Penalty 4251.929578 = -929209.071095
  nChanged 45
		SP:Iteration 42Q (8166.430000 sec): 3 clusters
  Score: Raw -933507.115278 + Penalty 4251.929578 = -929255.185700
  nChanged 44
		SP:Iteration 43Q (8166.620000 sec): 3 clusters
  Score: Raw -933571.918617 + Penalty 4251.929578 = -929319.989038
  nChanged 49
		SP:Iteration 44Q (8166.800000 sec): 3 clusters
  Score: Raw -933621.456904 + Penalty 4251.929578 = -929369.527326
  nChanged 32
		SP:Iteration 45Q (8166.930000 sec): 3 clusters
  Score: Raw -933647.862644 + Penalty 4251.929578 = -929395.933066
  nChanged 26
		SP:Iteration 46Q (8167.120000 sec): 3 clusters
  Score: Raw -933673.132756 + Penalty 4251.929578 = -929421.203178
  nChanged 22
		SP:Iteration 47Q (8167.290000 sec): 3 clusters
  Score: Raw -933694.711051 + Penalty 4251.929578 = -929442.781473
  nChanged 25
		SP:Iteration 48Q (8167.470000 sec): 3 clusters
  Score: Raw -933724.763619 + Penalty 4251.929578 = -929472.834041
  nChanged 29
		SP:Iteration 49Q (8167.650000 sec): 3 clusters
  Score: Raw -933767.540480 + Penalty 4251.929578 = -929515.610902
  nChanged 33
		SP:Iteration 50Q (8167.840000 sec): 3 clusters
  Score: Raw -933832.969649 + Penalty 4251.929578 = -929581.040071
  nChanged 36
		SP:Iteration 51Q (8167.990000 sec): 3 clusters
  Score: Raw -933944.179182 + Penalty 4251.929578 = -929692.249604
  nChanged 43
		SP:Iteration 52Q (8168.160000 sec): 3 clusters
  Score: Raw -934079.741302 + Penalty 4251.929578 = -929827.811724
  nChanged 27
		SP:Iteration 53Q (8168.390000 sec): 3 clusters
  Score: Raw -934110.100258 + Penalty 4251.929578 = -929858.170679
  nChanged 5
		SP:Iteration 54Q (8168.530000 sec): 3 clusters
  Score: Raw -934113.331122 + Penalty 4251.929578 = -929861.401544
  nChanged 2
		SP:Iteration 55Q (8168.740000 sec): 3 clusters
  Score: Raw -934114.691140 + Penalty 4251.929578 = -929862.761562
  nChanged 1
		SP:Iteration 56Q (8168.920000 sec): 3 clusters
  Score: Raw -934115.078732 + Penalty 4251.929578 = -929863.149154
  nChanged 0
		SP:Iteration 57F (8169.110000 sec): 3 clusters
  Score: Raw -934115.078732 + Penalty 4251.929578 = -929863.149154
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8169.210000 sec): 2 clusters
  Score: Raw -59431.174527 + Penalty 1496.205383 = -57934.969144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8169.350000 sec): 3 clusters
  Score: Raw -59603.423516 + Penalty 2992.410766 = -56611.012750
  nChanged 76
		SP:Iteration 1F (8169.470000 sec): 3 clusters
  Score: Raw -59784.621037 + Penalty 2992.410766 = -56792.210271
  nChanged 26
		SP:Iteration 2F (8169.630000 sec): 3 clusters
  Score: Raw -59875.426535 + Penalty 2992.410766 = -56883.015769
  nChanged 18
		SP:Iteration 3Q (8169.770000 sec): 3 clusters
  Score: Raw -59914.033277 + Penalty 2992.410766 = -56921.622511
  nChanged 10
		SP:Iteration 4Q (8169.920000 sec): 3 clusters
  Score: Raw -59936.301603 + Penalty 2992.410766 = -56943.890837
  nChanged 6
		SP:Iteration 5Q (8170.050000 sec): 3 clusters
  Score: Raw -59983.932432 + Penalty 2992.410766 = -56991.521666
  nChanged 7
		SP:Iteration 6Q (8170.160000 sec): 3 clusters
  Score: Raw -60105.864375 + Penalty 2992.410766 = -57113.453609
  nChanged 9
		SP:Iteration 7Q (8170.310000 sec): 3 clusters
  Score: Raw -60142.334123 + Penalty 2992.410766 = -57149.923357
  nChanged 9
		SP:Iteration 8Q (8170.500000 sec): 3 clusters
  Score: Raw -60157.287287 + Penalty 2992.410766 = -57164.876521
  nChanged 2
		SP:Iteration 9Q (8170.650000 sec): 3 clusters
  Score: Raw -60163.166846 + Penalty 2992.410766 = -57170.756080
  nChanged 4
		SP:Iteration 10Q (8170.790000 sec): 3 clusters
  Score: Raw -60172.549923 + Penalty 2992.410766 = -57180.139157
  nChanged 2
		SP:Iteration 11Q (8170.930000 sec): 3 clusters
  Score: Raw -60176.855519 + Penalty 2992.410766 = -57184.444753
  nChanged 3
		SP:Iteration 12Q (8171.050000 sec): 3 clusters
  Score: Raw -60183.157139 + Penalty 2992.410766 = -57190.746373
  nChanged 0
		SP:Iteration 13F (8171.210000 sec): 3 clusters
  Score: Raw -60183.157139 + Penalty 2992.410766 = -57190.746373
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8171.310000 sec): 2 clusters
  Score: Raw -280577.789355 + Penalty 1817.289574 = -278760.499781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8171.440000 sec): 3 clusters
  Score: Raw -280086.468337 + Penalty 3634.579147 = -276451.889190
  nChanged 437
		SP:Iteration 1F (8171.560000 sec): 3 clusters
  Score: Raw -280479.712396 + Penalty 3634.579147 = -276845.133249
  nChanged 121
		SP:Iteration 2F (8171.700000 sec): 3 clusters
  Score: Raw -280601.577400 + Penalty 3634.579147 = -276966.998253
  nChanged 73
		SP:Iteration 3Q (8171.850000 sec): 3 clusters
  Score: Raw -280666.827807 + Penalty 3634.579147 = -277032.248660
  nChanged 48
		SP:Iteration 4Q (8171.980000 sec): 3 clusters
  Score: Raw -280721.023518 + Penalty 3634.579147 = -277086.444371
  nChanged 52
		SP:Iteration 5Q (8172.110000 sec): 3 clusters
  Score: Raw -280769.448328 + Penalty 3634.579147 = -277134.869181
  nChanged 34
		SP:Iteration 6Q (8172.260000 sec): 3 clusters
  Score: Raw -280805.808951 + Penalty 3634.579147 = -277171.229804
  nChanged 30
		SP:Iteration 7Q (8172.440000 sec): 3 clusters
  Score: Raw -280842.629228 + Penalty 3634.579147 = -277208.050081
  nChanged 26
		SP:Iteration 8Q (8172.630000 sec): 3 clusters
  Score: Raw -280876.516447 + Penalty 3634.579147 = -277241.937300
  nChanged 21
		SP:Iteration 9Q (8172.770000 sec): 3 clusters
  Score: Raw -280904.489097 + Penalty 3634.579147 = -277269.909950
  nChanged 13
		SP:Iteration 10Q (8172.950000 sec): 3 clusters
  Score: Raw -280920.931270 + Penalty 3634.579147 = -277286.352123
  nChanged 11
		SP:Iteration 11Q (8173.070000 sec): 3 clusters
  Score: Raw -280933.351603 + Penalty 3634.579147 = -277298.772455
  nChanged 9
		SP:Iteration 12Q (8173.220000 sec): 3 clusters
  Score: Raw -280943.697462 + Penalty 3634.579147 = -277309.118315
  nChanged 8
		SP:Iteration 13Q (8173.390000 sec): 3 clusters
  Score: Raw -280951.630994 + Penalty 3634.579147 = -277317.051847
  nChanged 5
		SP:Iteration 14Q (8173.590000 sec): 3 clusters
  Score: Raw -280956.057624 + Penalty 3634.579147 = -277321.478477
  nChanged 5
		SP:Iteration 15Q (8173.680000 sec): 3 clusters
  Score: Raw -280959.209476 + Penalty 3634.579147 = -277324.630329
  nChanged 4
		SP:Iteration 16Q (8173.820000 sec): 3 clusters
  Score: Raw -280964.201144 + Penalty 3634.579147 = -277329.621997
  nChanged 2
		SP:Iteration 17Q (8173.940000 sec): 3 clusters
  Score: Raw -280965.651985 + Penalty 3634.579147 = -277331.072838
  nChanged 1
		SP:Iteration 18Q (8174.110000 sec): 3 clusters
  Score: Raw -280967.001545 + Penalty 3634.579147 = -277332.422398
  nChanged 2
		SP:Iteration 19Q (8174.250000 sec): 3 clusters
  Score: Raw -280969.217602 + Penalty 3634.579147 = -277334.638455
  nChanged 1
		SP:Iteration 20F (8174.410000 sec): 3 clusters
  Score: Raw -280971.559636 + Penalty 3634.579147 = -277336.980489
  nChanged 1
		SP:Iteration 21Q (8174.600000 sec): 3 clusters
  Score: Raw -280972.306381 + Penalty 3634.579147 = -277337.727234
  nChanged 0
		SP:Iteration 22F (8174.760000 sec): 3 clusters
  Score: Raw -280972.306381 + Penalty 3634.579147 = -277337.727234
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8174.830000 sec): 2 clusters
  Score: Raw -28023.877174 + Penalty 1375.204006 = -26648.673167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8174.990000 sec): 3 clusters
  Score: Raw -28229.229073 + Penalty 2750.408012 = -25478.821060
  nChanged 29
		SP:Iteration 1F (8175.160000 sec): 3 clusters
  Score: Raw -28314.723279 + Penalty 2750.408012 = -25564.315267
  nChanged 11
		SP:Iteration 2Q (8175.320000 sec): 3 clusters
  Score: Raw -28366.771264 + Penalty 2750.408012 = -25616.363252
  nChanged 6
		SP:Iteration 3Q (8175.480000 sec): 3 clusters
  Score: Raw -28387.501932 + Penalty 2750.408012 = -25637.093920
  nChanged 5
		SP:Iteration 4Q (8175.640000 sec): 3 clusters
  Score: Raw -28408.559351 + Penalty 2750.408012 = -25658.151339
  nChanged 5
		SP:Iteration 5Q (8175.810000 sec): 3 clusters
  Score: Raw -28422.842232 + Penalty 2750.408012 = -25672.434219
  nChanged 2
		SP:Iteration 6Q (8175.970000 sec): 3 clusters
  Score: Raw -28434.780853 + Penalty 2750.408012 = -25684.372840
  nChanged 1
		SP:Iteration 7Q (8176.140000 sec): 3 clusters
  Score: Raw -28437.676675 + Penalty 2750.408012 = -25687.268662
  nChanged 0
		SP:Iteration 8F (8176.300000 sec): 3 clusters
  Score: Raw -28437.676675 + Penalty 2750.408012 = -25687.268662
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8176.380000 sec): 2 clusters
  Score: Raw -219389.743066 + Penalty 1752.060239 = -217637.682827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8176.540000 sec): 3 clusters
  Score: Raw -219091.998277 + Penalty 3504.120478 = -215587.877799
  nChanged 342
		SP:Iteration 1F (8176.710000 sec): 3 clusters
  Score: Raw -219425.861351 + Penalty 3504.120478 = -215921.740873
  nChanged 88
		SP:Iteration 2F (8176.870000 sec): 3 clusters
  Score: Raw -219578.405427 + Penalty 3504.120478 = -216074.284949
  nChanged 71
		SP:Iteration 3F (8177.030000 sec): 3 clusters
  Score: Raw -219755.952027 + Penalty 3504.120478 = -216251.831549
  nChanged 71
		SP:Iteration 4F (8177.200000 sec): 3 clusters
  Score: Raw -219901.906536 + Penalty 3504.120478 = -216397.786059
  nChanged 73
		SP:Iteration 5F (8177.360000 sec): 3 clusters
  Score: Raw -220032.998771 + Penalty 3504.120478 = -216528.878293
  nChanged 58
		SP:Iteration 6Q (8177.510000 sec): 3 clusters
  Score: Raw -220131.149690 + Penalty 3504.120478 = -216627.029212
  nChanged 34
		SP:Iteration 7Q (8177.670000 sec): 3 clusters
  Score: Raw -220175.151675 + Penalty 3504.120478 = -216671.031198
  nChanged 26
		SP:Iteration 8Q (8177.830000 sec): 3 clusters
  Score: Raw -220208.968635 + Penalty 3504.120478 = -216704.848158
  nChanged 13
		SP:Iteration 9Q (8177.990000 sec): 3 clusters
  Score: Raw -220234.567607 + Penalty 3504.120478 = -216730.447129
  nChanged 12
		SP:Iteration 10Q (8178.170000 sec): 3 clusters
  Score: Raw -220262.818828 + Penalty 3504.120478 = -216758.698350
  nChanged 10
		SP:Iteration 11Q (8178.330000 sec): 3 clusters
  Score: Raw -220276.773797 + Penalty 3504.120478 = -216772.653320
  nChanged 5
		SP:Iteration 12Q (8178.440000 sec): 3 clusters
  Score: Raw -220282.248989 + Penalty 3504.120478 = -216778.128511
  nChanged 4
		SP:Iteration 13Q (8178.620000 sec): 3 clusters
  Score: Raw -220287.354308 + Penalty 3504.120478 = -216783.233830
  nChanged 1
		SP:Iteration 14Q (8178.740000 sec): 3 clusters
  Score: Raw -220288.063221 + Penalty 3504.120478 = -216783.942743
  nChanged 0
		SP:Iteration 15F (8178.890000 sec): 3 clusters
  Score: Raw -220288.063221 + Penalty 3504.120478 = -216783.942743
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8178.960000 sec): 2 clusters
  Score: Raw -15707.862044 + Penalty 1165.719131 = -14542.142913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8179.100000 sec): 3 clusters
  Score: Raw -16031.929926 + Penalty 2331.438261 = -13700.491664
  nChanged 2
		SP:Iteration 1Q (8179.280000 sec): 3 clusters
  Score: Raw -16049.797927 + Penalty 2331.438261 = -13718.359666
  nChanged 0
		SP:Iteration 2F (8179.440000 sec): 3 clusters
  Score: Raw -16049.797927 + Penalty 2331.438261 = -13718.359666
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8179.510000 sec): 2 clusters
  Score: Raw -35394.926623 + Penalty 1343.192900 = -34051.733724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8179.670000 sec): 3 clusters
  Score: Raw -35566.449697 + Penalty 2686.385799 = -32880.063897
  nChanged 15
		SP:Iteration 1F (8179.830000 sec): 3 clusters
  Score: Raw -35652.504642 + Penalty 2686.385799 = -32966.118843
  nChanged 3
		SP:Iteration 2Q (8179.990000 sec): 3 clusters
  Score: Raw -35667.681210 + Penalty 2686.385799 = -32981.295410
  nChanged 1
		SP:Iteration 3Q (8180.150000 sec): 3 clusters
  Score: Raw -35673.786119 + Penalty 2686.385799 = -32987.400320
  nChanged 0
		SP:Iteration 4F (8180.360000 sec): 3 clusters
  Score: Raw -35673.786119 + Penalty 2686.385799 = -32987.400320
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8180.420000 sec): 2 clusters
  Score: Raw -50169.076272 + Penalty 1448.479131 = -48720.597141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8180.560000 sec): 3 clusters
  Score: Raw -50365.514936 + Penalty 2896.958262 = -47468.556674
  nChanged 65
		SP:Iteration 1F (8180.730000 sec): 3 clusters
  Score: Raw -50575.724084 + Penalty 2896.958262 = -47678.765822
  nChanged 16
		SP:Iteration 2Q (8180.890000 sec): 3 clusters
  Score: Raw -50665.452287 + Penalty 2896.958262 = -47768.494025
  nChanged 13
		SP:Iteration 3Q (8181.060000 sec): 3 clusters
  Score: Raw -50708.116985 + Penalty 2896.958262 = -47811.158723
  nChanged 7
		SP:Iteration 4Q (8181.220000 sec): 3 clusters
  Score: Raw -50730.603965 + Penalty 2896.958262 = -47833.645703
  nChanged 5
		SP:Iteration 5Q (8181.380000 sec): 3 clusters
  Score: Raw -50763.960499 + Penalty 2896.958262 = -47867.002237
  nChanged 5
		SP:Iteration 6Q (8181.490000 sec): 3 clusters
  Score: Raw -50799.377601 + Penalty 2896.958262 = -47902.419339
  nChanged 4
		SP:Iteration 7Q (8181.610000 sec): 3 clusters
  Score: Raw -50818.220546 + Penalty 2896.958262 = -47921.262284
  nChanged 5
		SP:Iteration 8Q (8181.780000 sec): 3 clusters
  Score: Raw -50846.709278 + Penalty 2896.958262 = -47949.751016
  nChanged 5
		SP:Iteration 9Q (8181.930000 sec): 3 clusters
  Score: Raw -50863.958017 + Penalty 2896.958262 = -47966.999755
  nChanged 5
		SP:Iteration 10Q (8182.090000 sec): 3 clusters
  Score: Raw -50878.269901 + Penalty 2896.958262 = -47981.311639
  nChanged 0
		SP:Iteration 11F (8182.250000 sec): 3 clusters
  Score: Raw -50878.269901 + Penalty 2896.958262 = -47981.311639
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8182.410000 sec): 2 clusters
  Score: Raw -2512492.418382 + Penalty 2359.562075 = -2510132.856307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8182.680000 sec): 3 clusters
  Score: Raw -2504935.896361 + Penalty 4719.124149 = -2500216.772211
  nChanged 5754
		SP:Iteration 1F (8182.930000 sec): 3 clusters
  Score: Raw -2507994.115503 + Penalty 4719.124149 = -2503274.991354
  nChanged 800
		SP:Iteration 2F (8183.200000 sec): 3 clusters
  Score: Raw -2508304.749550 + Penalty 4719.124149 = -2503585.625401
  nChanged 614
		SP:Iteration 3Q (8183.470000 sec): 3 clusters
  Score: Raw -2508521.515393 + Penalty 4719.124149 = -2503802.391244
  nChanged 503
		SP:Iteration 4Q (8183.730000 sec): 3 clusters
  Score: Raw -2508695.082858 + Penalty 4719.124149 = -2503975.958709
  nChanged 462
		SP:Iteration 5Q (8183.950000 sec): 3 clusters
  Score: Raw -2508868.995907 + Penalty 4719.124149 = -2504149.871758
  nChanged 422
		SP:Iteration 6Q (8184.280000 sec): 3 clusters
  Score: Raw -2509016.001296 + Penalty 4719.124149 = -2504296.877147
  nChanged 415
		SP:Iteration 7Q (8184.500000 sec): 3 clusters
  Score: Raw -2509170.459630 + Penalty 4719.124149 = -2504451.335481
  nChanged 424
		SP:Iteration 8Q (8184.750000 sec): 3 clusters
  Score: Raw -2509347.672589 + Penalty 4719.124149 = -2504628.548440
  nChanged 441
		SP:Iteration 9Q (8185.030000 sec): 3 clusters
  Score: Raw -2509525.206728 + Penalty 4719.124149 = -2504806.082579
  nChanged 439
		SP:Iteration 10Q (8185.260000 sec): 3 clusters
  Score: Raw -2509719.555447 + Penalty 4719.124149 = -2505000.431298
  nChanged 445
		SP:Iteration 11Q (8185.490000 sec): 3 clusters
  Score: Raw -2509936.432199 + Penalty 4719.124149 = -2505217.308049
  nChanged 490
		SP:Iteration 12Q (8185.770000 sec): 3 clusters
  Score: Raw -2510204.015556 + Penalty 4719.124149 = -2505484.891407
  nChanged 512
		SP:Iteration 13Q (8186.020000 sec): 3 clusters
  Score: Raw -2510498.000225 + Penalty 4719.124149 = -2505778.876076
  nChanged 500
		SP:Iteration 14Q (8186.290000 sec): 3 clusters
  Score: Raw -2510817.392591 + Penalty 4719.124149 = -2506098.268442
  nChanged 479
		SP:Iteration 15Q (8186.530000 sec): 3 clusters
  Score: Raw -2511150.815660 + Penalty 4719.124149 = -2506431.691511
  nChanged 450
		SP:Iteration 16Q (8186.800000 sec): 3 clusters
  Score: Raw -2511490.926106 + Penalty 4719.124149 = -2506771.801957
  nChanged 382
		SP:Iteration 17Q (8187.090000 sec): 3 clusters
  Score: Raw -2511829.679697 + Penalty 4719.124149 = -2507110.555548
  nChanged 310
		SP:Iteration 18Q (8187.340000 sec): 3 clusters
  Score: Raw -2512124.380944 + Penalty 4719.124149 = -2507405.256794
  nChanged 219
		SP:Iteration 19Q (8187.590000 sec): 3 clusters
  Score: Raw -2512305.137728 + Penalty 4719.124149 = -2507586.013579
  nChanged 165
		SP:Iteration 20F (8187.850000 sec): 3 clusters
  Score: Raw -2512450.368587 + Penalty 4719.124149 = -2507731.244438
  nChanged 117
		SP:Iteration 21Q (8188.080000 sec): 3 clusters
  Score: Raw -2512556.083191 + Penalty 4719.124149 = -2507836.959041
  nChanged 94
		SP:Iteration 22Q (8188.310000 sec): 3 clusters
  Score: Raw -2512649.021490 + Penalty 4719.124149 = -2507929.897341
  nChanged 80
		SP:Iteration 23Q (8188.530000 sec): 3 clusters
  Score: Raw -2512716.792628 + Penalty 4719.124149 = -2507997.668479
  nChanged 55
		SP:Iteration 24Q (8188.840000 sec): 3 clusters
  Score: Raw -2512765.003832 + Penalty 4719.124149 = -2508045.879683
  nChanged 44
		SP:Iteration 25Q (8189.060000 sec): 3 clusters
  Score: Raw -2512800.727387 + Penalty 4719.124149 = -2508081.603237
  nChanged 31
		SP:Iteration 26Q (8189.310000 sec): 3 clusters
  Score: Raw -2512823.294550 + Penalty 4719.124149 = -2508104.170400
  nChanged 18
		SP:Iteration 27Q (8189.580000 sec): 3 clusters
  Score: Raw -2512835.503880 + Penalty 4719.124149 = -2508116.379731
  nChanged 17
		SP:Iteration 28Q (8189.800000 sec): 3 clusters
  Score: Raw -2512844.736895 + Penalty 4719.124149 = -2508125.612746
  nChanged 2
		SP:Iteration 29Q (8190.050000 sec): 3 clusters
  Score: Raw -2512845.305550 + Penalty 4719.124149 = -2508126.181400
  nChanged 2
		SP:Iteration 30Q (8190.230000 sec): 3 clusters
  Score: Raw -2512846.109840 + Penalty 4719.124149 = -2508126.985690
  nChanged 2
		SP:Iteration 31Q (8190.490000 sec): 3 clusters
  Score: Raw -2512846.971809 + Penalty 4719.124149 = -2508127.847659
  nChanged 4
		SP:Iteration 32Q (8190.710000 sec): 3 clusters
  Score: Raw -2512849.201287 + Penalty 4719.124149 = -2508130.077137
  nChanged 3
		SP:Iteration 33Q (8190.930000 sec): 3 clusters
  Score: Raw -2512850.952895 + Penalty 4719.124149 = -2508131.828745
  nChanged 3
		SP:Iteration 34Q (8191.160000 sec): 3 clusters
  Score: Raw -2512851.861779 + Penalty 4719.124149 = -2508132.737630
  nChanged 2
		SP:Iteration 35Q (8191.440000 sec): 3 clusters
  Score: Raw -2512852.920756 + Penalty 4719.124149 = -2508133.796607
  nChanged 4
		SP:Iteration 36Q (8191.650000 sec): 3 clusters
  Score: Raw -2512854.669088 + Penalty 4719.124149 = -2508135.544939
  nChanged 2
		SP:Iteration 37Q (8191.880000 sec): 3 clusters
  Score: Raw -2512855.188880 + Penalty 4719.124149 = -2508136.064730
  nChanged 1
		SP:Iteration 38Q (8192.110000 sec): 3 clusters
  Score: Raw -2512855.375027 + Penalty 4719.124149 = -2508136.250877
  nChanged 0
		SP:Iteration 39F (8192.350000 sec): 3 clusters
  Score: Raw -2512855.375027 + Penalty 4719.124149 = -2508136.250877
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8193.490000 sec): 2 clusters
  Score: Raw -37634797.798845 + Penalty 3039.575340 = -37631758.223506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8195.010000 sec): 3 clusters
  Score: Raw -37496578.883327 + Penalty 6079.150679 = -37490499.732647
  nChanged 101380
		SP:Iteration 1F (8196.670000 sec): 3 clusters
  Score: Raw -37557278.176693 + Penalty 6079.150679 = -37551199.026014
  nChanged 7561
		SP:Iteration 2Q (8198.470000 sec): 3 clusters
  Score: Raw -37559599.866525 + Penalty 6079.150679 = -37553520.715845
  nChanged 9320
		SP:Iteration 3Q (8200.300000 sec): 3 clusters
  Score: Raw -37563289.511115 + Penalty 6079.150679 = -37557210.360436
  nChanged 11587
		SP:Iteration 4F (8202.000000 sec): 3 clusters
  Score: Raw -37568963.653962 + Penalty 6079.150679 = -37562884.503282
  nChanged 13476
		SP:Iteration 5F (8203.670000 sec): 3 clusters
  Score: Raw -37576692.555037 + Penalty 6079.150679 = -37570613.404357
  nChanged 14527
		SP:Iteration 6F (8205.340000 sec): 3 clusters
  Score: Raw -37586290.415433 + Penalty 6079.150679 = -37580211.264753
  nChanged 14868
		SP:Iteration 7F (8207.120000 sec): 3 clusters
  Score: Raw -37597467.627295 + Penalty 6079.150679 = -37591388.476615
  nChanged 13917
		SP:Iteration 8F (8208.810000 sec): 3 clusters
  Score: Raw -37608998.587334 + Penalty 6079.150679 = -37602919.436654
  nChanged 11658
		SP:Iteration 9F (8210.450000 sec): 3 clusters
  Score: Raw -37619236.504868 + Penalty 6079.150679 = -37613157.354189
  nChanged 8611
		SP:Iteration 10Q (8212.300000 sec): 3 clusters
  Score: Raw -37627136.243204 + Penalty 6079.150679 = -37621057.092524
  nChanged 5083
		SP:Iteration 11Q (8213.950000 sec): 3 clusters
  Score: Raw -37631803.875781 + Penalty 6079.150679 = -37625724.725102
  nChanged 2345
		SP:Iteration 12Q (8215.470000 sec): 3 clusters
  Score: Raw -37633889.329105 + Penalty 6079.150679 = -37627810.178425
  nChanged 821
		SP:Iteration 13Q (8217.080000 sec): 3 clusters
  Score: Raw -37634618.414842 + Penalty 6079.150679 = -37628539.264162
  nChanged 271
		SP:Iteration 14Q (8218.740000 sec): 3 clusters
  Score: Raw -37634868.110928 + Penalty 6079.150679 = -37628788.960249
  nChanged 100
		SP:Iteration 15Q (8220.120000 sec): 3 clusters
  Score: Raw -37634974.214601 + Penalty 6079.150679 = -37628895.063921
  nChanged 51
		SP:Iteration 16Q (8221.660000 sec): 3 clusters
  Score: Raw -37635033.073353 + Penalty 6079.150679 = -37628953.922674
  nChanged 32
		SP:Iteration 17Q (8222.970000 sec): 3 clusters
  Score: Raw -37635073.016237 + Penalty 6079.150679 = -37628993.865557
  nChanged 24
		SP:Iteration 18Q (8224.240000 sec): 3 clusters
  Score: Raw -37635101.526607 + Penalty 6079.150679 = -37629022.375928
  nChanged 17
		SP:Iteration 19Q (8225.630000 sec): 3 clusters
  Score: Raw -37635122.242716 + Penalty 6079.150679 = -37629043.092037
  nChanged 14
		SP:Iteration 20F (8227.390000 sec): 3 clusters
  Score: Raw -37635137.835998 + Penalty 6079.150679 = -37629058.685318
  nChanged 6
		SP:Iteration 21Q (8228.740000 sec): 3 clusters
  Score: Raw -37635145.550988 + Penalty 6079.150679 = -37629066.400309
  nChanged 7
		SP:Iteration 22Q (8230.040000 sec): 3 clusters
  Score: Raw -37635156.494552 + Penalty 6079.150679 = -37629077.343873
  nChanged 6
		SP:Iteration 23Q (8231.630000 sec): 3 clusters
  Score: Raw -37635161.906333 + Penalty 6079.150679 = -37629082.755654
  nChanged 2
		SP:Iteration 24Q (8233.230000 sec): 3 clusters
  Score: Raw -37635163.752152 + Penalty 6079.150679 = -37629084.601472
  nChanged 2
		SP:Iteration 25Q (8234.760000 sec): 3 clusters
  Score: Raw -37635165.376189 + Penalty 6079.150679 = -37629086.225509
  nChanged 1
		SP:Iteration 26Q (8236.260000 sec): 3 clusters
  Score: Raw -37635167.077406 + Penalty 6079.150679 = -37629087.926727
  nChanged 1
		SP:Iteration 27Q (8237.810000 sec): 3 clusters
  Score: Raw -37635167.907929 + Penalty 6079.150679 = -37629088.757250
  nChanged 0
		SP:Iteration 28F (8239.530000 sec): 3 clusters
  Score: Raw -37635167.907929 + Penalty 6079.150679 = -37629088.757250
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (20964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8239.780000 sec): 2 clusters
  Score: Raw -3599458.393820 + Penalty 2467.739366 = -3596990.654454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8240.130000 sec): 3 clusters
  Score: Raw -3587237.705140 + Penalty 4935.478732 = -3582302.226408
  nChanged 9226
		SP:Iteration 1F (8240.460000 sec): 3 clusters
  Score: Raw -3592253.566508 + Penalty 4935.478732 = -3587318.087776
  nChanged 1296
		SP:Iteration 2F (8240.730000 sec): 3 clusters
  Score: Raw -3592984.613610 + Penalty 4935.478732 = -3588049.134878
  nChanged 1348
		SP:Iteration 3F (8241.040000 sec): 3 clusters
  Score: Raw -3594103.322468 + Penalty 4935.478732 = -3589167.843735
  nChanged 1570
		SP:Iteration 4F (8241.360000 sec): 3 clusters
  Score: Raw -3595740.019542 + Penalty 4935.478732 = -3590804.540810
  nChanged 1731
		SP:Iteration 5F (8241.630000 sec): 3 clusters
  Score: Raw -3597470.913293 + Penalty 4935.478732 = -3592535.434561
  nChanged 1645
		SP:Iteration 6F (8241.950000 sec): 3 clusters
  Score: Raw -3598876.027097 + Penalty 4935.478732 = -3593940.548364
  nChanged 1365
		SP:Iteration 7F (8242.240000 sec): 3 clusters
  Score: Raw -3599767.710002 + Penalty 4935.478732 = -3594832.231270
  nChanged 998
		SP:Iteration 8Q (8242.550000 sec): 3 clusters
  Score: Raw -3600276.044387 + Penalty 4935.478732 = -3595340.565655
  nChanged 684
		SP:Iteration 9Q (8242.830000 sec): 3 clusters
  Score: Raw -3600556.469784 + Penalty 4935.478732 = -3595620.991051
  nChanged 490
		SP:Iteration 10Q (8243.190000 sec): 3 clusters
  Score: Raw -3600711.258076 + Penalty 4935.478732 = -3595775.779343
  nChanged 354
		SP:Iteration 11Q (8243.520000 sec): 3 clusters
  Score: Raw -3600798.451472 + Penalty 4935.478732 = -3595862.972740
  nChanged 290
		SP:Iteration 12Q (8243.850000 sec): 3 clusters
  Score: Raw -3600870.520856 + Penalty 4935.478732 = -3595935.042124
  nChanged 265
		SP:Iteration 13Q (8244.260000 sec): 3 clusters
  Score: Raw -3600928.904370 + Penalty 4935.478732 = -3595993.425638
  nChanged 250
		SP:Iteration 14Q (8244.600000 sec): 3 clusters
  Score: Raw -3600984.708548 + Penalty 4935.478732 = -3596049.229816
  nChanged 236
		SP:Iteration 15Q (8244.930000 sec): 3 clusters
  Score: Raw -3601038.481840 + Penalty 4935.478732 = -3596103.003108
  nChanged 230
		SP:Iteration 16Q (8245.220000 sec): 3 clusters
  Score: Raw -3601087.527450 + Penalty 4935.478732 = -3596152.048718
  nChanged 232
		SP:Iteration 17Q (8245.520000 sec): 3 clusters
  Score: Raw -3601139.627285 + Penalty 4935.478732 = -3596204.148553
  nChanged 222
		SP:Iteration 18Q (8245.830000 sec): 3 clusters
  Score: Raw -3601185.103244 + Penalty 4935.478732 = -3596249.624511
  nChanged 227
		SP:Iteration 19Q (8246.100000 sec): 3 clusters
  Score: Raw -3601229.050610 + Penalty 4935.478732 = -3596293.571878
  nChanged 207
		SP:Iteration 20F (8246.430000 sec): 3 clusters
  Score: Raw -3601269.592483 + Penalty 4935.478732 = -3596334.113750
  nChanged 195
		SP:Iteration 21Q (8246.770000 sec): 3 clusters
  Score: Raw -3601307.082919 + Penalty 4935.478732 = -3596371.604187
  nChanged 199
		SP:Iteration 22Q (8247.040000 sec): 3 clusters
  Score: Raw -3601348.250948 + Penalty 4935.478732 = -3596412.772215
  nChanged 200
		SP:Iteration 23Q (8247.350000 sec): 3 clusters
  Score: Raw -3601389.119911 + Penalty 4935.478732 = -3596453.641178
  nChanged 182
		SP:Iteration 24Q (8247.690000 sec): 3 clusters
  Score: Raw -3601424.639468 + Penalty 4935.478732 = -3596489.160736
  nChanged 168
		SP:Iteration 25Q (8247.970000 sec): 3 clusters
  Score: Raw -3601456.049573 + Penalty 4935.478732 = -3596520.570841
  nChanged 158
		SP:Iteration 26Q (8248.300000 sec): 3 clusters
  Score: Raw -3601483.694438 + Penalty 4935.478732 = -3596548.215706
  nChanged 143
		SP:Iteration 27Q (8248.610000 sec): 3 clusters
  Score: Raw -3601508.203226 + Penalty 4935.478732 = -3596572.724493
  nChanged 133
		SP:Iteration 28Q (8248.920000 sec): 3 clusters
  Score: Raw -3601528.587203 + Penalty 4935.478732 = -3596593.108471
  nChanged 129
		SP:Iteration 29Q (8249.260000 sec): 3 clusters
  Score: Raw -3601548.817509 + Penalty 4935.478732 = -3596613.338777
  nChanged 121
		SP:Iteration 30Q (8249.570000 sec): 3 clusters
  Score: Raw -3601568.315853 + Penalty 4935.478732 = -3596632.837121
  nChanged 116
		SP:Iteration 31Q (8249.880000 sec): 3 clusters
  Score: Raw -3601588.972387 + Penalty 4935.478732 = -3596653.493654
  nChanged 111
		SP:Iteration 32Q (8250.170000 sec): 3 clusters
  Score: Raw -3601608.417566 + Penalty 4935.478732 = -3596672.938834
  nChanged 96
		SP:Iteration 33Q (8250.480000 sec): 3 clusters
  Score: Raw -3601625.047180 + Penalty 4935.478732 = -3596689.568448
  nChanged 93
		SP:Iteration 34Q (8250.750000 sec): 3 clusters
  Score: Raw -3601641.491254 + Penalty 4935.478732 = -3596706.012522
  nChanged 82
		SP:Iteration 35Q (8251.140000 sec): 3 clusters
  Score: Raw -3601653.770488 + Penalty 4935.478732 = -3596718.291756
  nChanged 88
		SP:Iteration 36Q (8251.450000 sec): 3 clusters
  Score: Raw -3601666.300470 + Penalty 4935.478732 = -3596730.821738
  nChanged 63
		SP:Iteration 37Q (8251.770000 sec): 3 clusters
  Score: Raw -3601675.210170 + Penalty 4935.478732 = -3596739.731438
  nChanged 59
		SP:Iteration 38Q (8252.120000 sec): 3 clusters
  Score: Raw -3601682.939706 + Penalty 4935.478732 = -3596747.460974
  nChanged 48
		SP:Iteration 39Q (8252.330000 sec): 3 clusters
  Score: Raw -3601688.533470 + Penalty 4935.478732 = -3596753.054738
  nChanged 37
		SP:Iteration 40F (8252.630000 sec): 3 clusters
  Score: Raw -3601692.295008 + Penalty 4935.478732 = -3596756.816276
  nChanged 36
		SP:Iteration 41Q (8252.930000 sec): 3 clusters
  Score: Raw -3601696.023827 + Penalty 4935.478732 = -3596760.545095
  nChanged 33
		SP:Iteration 42Q (8253.210000 sec): 3 clusters
  Score: Raw -3601699.564184 + Penalty 4935.478732 = -3596764.085452
  nChanged 35
		SP:Iteration 43Q (8253.540000 sec): 3 clusters
  Score: Raw -3601703.217021 + Penalty 4935.478732 = -3596767.738289
  nChanged 34
		SP:Iteration 44Q (8253.870000 sec): 3 clusters
  Score: Raw -3601707.949091 + Penalty 4935.478732 = -3596772.470359
  nChanged 48
		SP:Iteration 45Q (8254.110000 sec): 3 clusters
  Score: Raw -3601712.761199 + Penalty 4935.478732 = -3596777.282467
  nChanged 33
		SP:Iteration 46Q (8254.370000 sec): 3 clusters
  Score: Raw -3601715.868788 + Penalty 4935.478732 = -3596780.390056
  nChanged 26
		SP:Iteration 47Q (8254.670000 sec): 3 clusters
  Score: Raw -3601718.202368 + Penalty 4935.478732 = -3596782.723636
  nChanged 21
		SP:Iteration 48Q (8255.000000 sec): 3 clusters
  Score: Raw -3601720.156748 + Penalty 4935.478732 = -3596784.678016
  nChanged 16
		SP:Iteration 49Q (8255.300000 sec): 3 clusters
  Score: Raw -3601721.530894 + Penalty 4935.478732 = -3596786.052162
  nChanged 12
		SP:Iteration 50Q (8255.590000 sec): 3 clusters
  Score: Raw -3601722.550754 + Penalty 4935.478732 = -3596787.072022
  nChanged 4
		SP:Iteration 51Q (8255.880000 sec): 3 clusters
  Score: Raw -3601722.953039 + Penalty 4935.478732 = -3596787.474307
  nChanged 3
		SP:Iteration 52Q (8256.210000 sec): 3 clusters
  Score: Raw -3601723.209867 + Penalty 4935.478732 = -3596787.731135
  nChanged 4
		SP:Iteration 53Q (8256.520000 sec): 3 clusters
  Score: Raw -3601723.526539 + Penalty 4935.478732 = -3596788.047807
  nChanged 5
		SP:Iteration 54Q (8256.820000 sec): 3 clusters
  Score: Raw -3601723.906599 + Penalty 4935.478732 = -3596788.427867
  nChanged 3
		SP:Iteration 55Q (8257.110000 sec): 3 clusters
  Score: Raw -3601724.032001 + Penalty 4935.478732 = -3596788.553269
  nChanged 0
		SP:Iteration 56F (8257.390000 sec): 3 clusters
  Score: Raw -3601724.032001 + Penalty 4935.478732 = -3596788.553269
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8257.910000 sec): 2 clusters
  Score: Raw -17121105.845574 + Penalty 2845.401787 = -17118260.443786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8258.840000 sec): 3 clusters
  Score: Raw -17059774.809992 + Penalty 5690.803575 = -17054084.006417
  nChanged 45148
		SP:Iteration 1F (8259.710000 sec): 3 clusters
  Score: Raw -17085735.572782 + Penalty 5690.803575 = -17080044.769207
  nChanged 3614
		SP:Iteration 2Q (8260.730000 sec): 3 clusters
  Score: Raw -17086759.561617 + Penalty 5690.803575 = -17081068.758043
  nChanged 4154
		SP:Iteration 3Q (8261.640000 sec): 3 clusters
  Score: Raw -17088321.227198 + Penalty 5690.803575 = -17082630.423624
  nChanged 5314
		SP:Iteration 4F (8262.440000 sec): 3 clusters
  Score: Raw -17091070.668828 + Penalty 5690.803575 = -17085379.865254
  nChanged 6889
		SP:Iteration 5F (8263.310000 sec): 3 clusters
  Score: Raw -17095690.184435 + Penalty 5690.803575 = -17089999.380861
  nChanged 8118
		SP:Iteration 6F (8264.190000 sec): 3 clusters
  Score: Raw -17102550.837913 + Penalty 5690.803575 = -17096860.034339
  nChanged 8183
		SP:Iteration 7F (8264.990000 sec): 3 clusters
  Score: Raw -17110473.554769 + Penalty 5690.803575 = -17104782.751195
  nChanged 6099
		SP:Iteration 8F (8265.850000 sec): 3 clusters
  Score: Raw -17116669.766719 + Penalty 5690.803575 = -17110978.963145
  nChanged 3158
		SP:Iteration 9Q (8266.740000 sec): 3 clusters
  Score: Raw -17119856.778568 + Penalty 5690.803575 = -17114165.974993
  nChanged 1045
		SP:Iteration 10Q (8267.590000 sec): 3 clusters
  Score: Raw -17120938.823586 + Penalty 5690.803575 = -17115248.020012
  nChanged 219
		SP:Iteration 11Q (8268.310000 sec): 3 clusters
  Score: Raw -17121229.540771 + Penalty 5690.803575 = -17115538.737197
  nChanged 53
		SP:Iteration 12Q (8269.110000 sec): 3 clusters
  Score: Raw -17121337.200330 + Penalty 5690.803575 = -17115646.396755
  nChanged 20
		SP:Iteration 13Q (8269.910000 sec): 3 clusters
  Score: Raw -17121367.977449 + Penalty 5690.803575 = -17115677.173875
  nChanged 16
		SP:Iteration 14Q (8270.610000 sec): 3 clusters
  Score: Raw -17121400.731558 + Penalty 5690.803575 = -17115709.927984
  nChanged 8
		SP:Iteration 15Q (8271.280000 sec): 3 clusters
  Score: Raw -17121419.820889 + Penalty 5690.803575 = -17115729.017314
  nChanged 8
		SP:Iteration 16Q (8271.990000 sec): 3 clusters
  Score: Raw -17121430.900280 + Penalty 5690.803575 = -17115740.096705
  nChanged 3
		SP:Iteration 17Q (8272.760000 sec): 3 clusters
  Score: Raw -17121435.786009 + Penalty 5690.803575 = -17115744.982435
  nChanged 1
		SP:Iteration 18Q (8273.440000 sec): 3 clusters
  Score: Raw -17121437.114475 + Penalty 5690.803575 = -17115746.310901
  nChanged 0
		SP:Iteration 19F (8274.260000 sec): 3 clusters
  Score: Raw -17121437.114475 + Penalty 5690.803575 = -17115746.310901
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8274.380000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8274.530000 sec): 3 clusters
  Score: Raw -82559.835606 + Penalty 3110.410262 = -79449.425344
  nChanged 101
		SP:Iteration 1F (8274.630000 sec): 3 clusters
  Score: Raw -82759.464973 + Penalty 3110.410262 = -79649.054711
  nChanged 32
		SP:Iteration 2F (8274.760000 sec): 3 clusters
  Score: Raw -82839.745308 + Penalty 3110.410262 = -79729.335046
  nChanged 16
		SP:Iteration 3Q (8274.940000 sec): 3 clusters
  Score: Raw -82878.796047 + Penalty 3110.410262 = -79768.385784
  nChanged 10
		SP:Iteration 4Q (8275.060000 sec): 3 clusters
  Score: Raw -82902.285286 + Penalty 3110.410262 = -79791.875024
  nChanged 5
		SP:Iteration 5Q (8275.200000 sec): 3 clusters
  Score: Raw -82914.370207 + Penalty 3110.410262 = -79803.959944
  nChanged 3
		SP:Iteration 6Q (8275.380000 sec): 3 clusters
  Score: Raw -82921.323593 + Penalty 3110.410262 = -79810.913331
  nChanged 5
		SP:Iteration 7Q (8275.510000 sec): 3 clusters
  Score: Raw -82937.783669 + Penalty 3110.410262 = -79827.373407
  nChanged 6
		SP:Iteration 8Q (8275.660000 sec): 3 clusters
  Score: Raw -82954.260446 + Penalty 3110.410262 = -79843.850184
  nChanged 3
		SP:Iteration 9Q (8275.860000 sec): 3 clusters
  Score: Raw -82962.322519 + Penalty 3110.410262 = -79851.912257
  nChanged 1
		SP:Iteration 10Q (8275.960000 sec): 3 clusters
  Score: Raw -82963.401957 + Penalty 3110.410262 = -79852.991695
  nChanged 1
		SP:Iteration 11Q (8276.120000 sec): 3 clusters
  Score: Raw -82968.425650 + Penalty 3110.410262 = -79858.015388
  nChanged 1
		SP:Iteration 12Q (8276.320000 sec): 3 clusters
  Score: Raw -82972.425931 + Penalty 3110.410262 = -79862.015669
  nChanged 0
		SP:Iteration 13F (8276.470000 sec): 3 clusters
  Score: Raw -82972.425931 + Penalty 3110.410262 = -79862.015669
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8276.530000 sec): 2 clusters
  Score: Raw -52344.091085 + Penalty 1447.033063 = -50897.058022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8276.650000 sec): 3 clusters
  Score: Raw -52695.199099 + Penalty 2894.066126 = -49801.132974
  nChanged 70
		SP:Iteration 1F (8276.800000 sec): 3 clusters
  Score: Raw -52950.181855 + Penalty 2894.066126 = -50056.115729
  nChanged 24
		SP:Iteration 2F (8276.960000 sec): 3 clusters
  Score: Raw -53040.597021 + Penalty 2894.066126 = -50146.530896
  nChanged 19
		SP:Iteration 3F (8277.130000 sec): 3 clusters
  Score: Raw -53103.595233 + Penalty 2894.066126 = -50209.529107
  nChanged 13
		SP:Iteration 4Q (8277.260000 sec): 3 clusters
  Score: Raw -53148.290069 + Penalty 2894.066126 = -50254.223944
  nChanged 7
		SP:Iteration 5Q (8277.420000 sec): 3 clusters
  Score: Raw -53165.453696 + Penalty 2894.066126 = -50271.387570
  nChanged 3
		SP:Iteration 6Q (8277.590000 sec): 3 clusters
  Score: Raw -53175.310520 + Penalty 2894.066126 = -50281.244395
  nChanged 2
		SP:Iteration 7Q (8277.710000 sec): 3 clusters
  Score: Raw -53180.404351 + Penalty 2894.066126 = -50286.338225
  nChanged 2
		SP:Iteration 8Q (8277.880000 sec): 3 clusters
  Score: Raw -53187.735946 + Penalty 2894.066126 = -50293.669821
  nChanged 2
		SP:Iteration 9Q (8278.050000 sec): 3 clusters
  Score: Raw -53204.847639 + Penalty 2894.066126 = -50310.781514
  nChanged 1
		SP:Iteration 10Q (8278.210000 sec): 3 clusters
  Score: Raw -53207.480802 + Penalty 2894.066126 = -50313.414676
  nChanged 0
		SP:Iteration 11F (8278.390000 sec): 3 clusters
  Score: Raw -53207.480802 + Penalty 2894.066126 = -50313.414676
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8278.470000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8278.590000 sec): 3 clusters
  Score: Raw -18228.033318 + Penalty 2331.438261 = -15896.595056
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8278.670000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8278.830000 sec): 3 clusters
  Score: Raw -79097.314425 + Penalty 3061.163496 = -76036.150929
  nChanged 86
		SP:Iteration 1F (8279.040000 sec): 3 clusters
  Score: Raw -79296.568742 + Penalty 3061.163496 = -76235.405245
  nChanged 23
		SP:Iteration 2Q (8279.170000 sec): 3 clusters
  Score: Raw -79351.950070 + Penalty 3061.163496 = -76290.786574
  nChanged 5
		SP:Iteration 3Q (8279.330000 sec): 3 clusters
  Score: Raw -79366.837833 + Penalty 3061.163496 = -76305.674337
  nChanged 3
		SP:Iteration 4Q (8279.470000 sec): 3 clusters
  Score: Raw -79373.173650 + Penalty 3061.163496 = -76312.010153
  nChanged 1
		SP:Iteration 5Q (8279.620000 sec): 3 clusters
  Score: Raw -79373.974586 + Penalty 3061.163496 = -76312.811089
  nChanged 0
		SP:Iteration 6F (8279.760000 sec): 3 clusters
  Score: Raw -79373.974586 + Penalty 3061.163496 = -76312.811089
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8279.850000 sec): 2 clusters
  Score: Raw -166776.376198 + Penalty 1709.878170 = -165066.498028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8279.990000 sec): 3 clusters
  Score: Raw -166533.741072 + Penalty 3419.756340 = -163113.984732
  nChanged 238
		SP:Iteration 1F (8280.140000 sec): 3 clusters
  Score: Raw -166825.764415 + Penalty 3419.756340 = -163406.008076
  nChanged 60
		SP:Iteration 2F (8280.290000 sec): 3 clusters
  Score: Raw -166936.146933 + Penalty 3419.756340 = -163516.390593
  nChanged 49
		SP:Iteration 3Q (8280.430000 sec): 3 clusters
  Score: Raw -167036.538998 + Penalty 3419.756340 = -163616.782658
  nChanged 42
		SP:Iteration 4Q (8280.560000 sec): 3 clusters
  Score: Raw -167156.705161 + Penalty 3419.756340 = -163736.948822
  nChanged 52
		SP:Iteration 5F (8280.760000 sec): 3 clusters
  Score: Raw -167300.089980 + Penalty 3419.756340 = -163880.333640
  nChanged 51
		SP:Iteration 6F (8280.900000 sec): 3 clusters
  Score: Raw -167428.918275 + Penalty 3419.756340 = -164009.161935
  nChanged 47
		SP:Iteration 7Q (8281.060000 sec): 3 clusters
  Score: Raw -167676.923124 + Penalty 3419.756340 = -164257.166784
  nChanged 43
		SP:Iteration 8Q (8281.200000 sec): 3 clusters
  Score: Raw -168074.250300 + Penalty 3419.756340 = -164654.493960
  nChanged 62
		SP:Iteration 9F (8281.370000 sec): 3 clusters
  Score: Raw -168254.299110 + Penalty 3419.756340 = -164834.542770
  nChanged 53
		SP:Iteration 10F (8281.530000 sec): 3 clusters
  Score: Raw -168382.487421 + Penalty 3419.756340 = -164962.731082
  nChanged 45
		SP:Iteration 11Q (8281.690000 sec): 3 clusters
  Score: Raw -168497.837286 + Penalty 3419.756340 = -165078.080946
  nChanged 37
		SP:Iteration 12Q (8281.840000 sec): 3 clusters
  Score: Raw -168613.801844 + Penalty 3419.756340 = -165194.045505
  nChanged 28
		SP:Iteration 13Q (8282.000000 sec): 3 clusters
  Score: Raw -168706.450095 + Penalty 3419.756340 = -165286.693755
  nChanged 10
		SP:Iteration 14Q (8282.170000 sec): 3 clusters
  Score: Raw -168743.383843 + Penalty 3419.756340 = -165323.627504
  nChanged 7
		SP:Iteration 15Q (8282.320000 sec): 3 clusters
  Score: Raw -168759.925065 + Penalty 3419.756340 = -165340.168726
  nChanged 3
		SP:Iteration 16Q (8282.470000 sec): 3 clusters
  Score: Raw -168766.935575 + Penalty 3419.756340 = -165347.179235
  nChanged 2
		SP:Iteration 17Q (8282.650000 sec): 3 clusters
  Score: Raw -168771.875230 + Penalty 3419.756340 = -165352.118891
  nChanged 1
		SP:Iteration 18Q (8282.800000 sec): 3 clusters
  Score: Raw -168774.303749 + Penalty 3419.756340 = -165354.547410
  nChanged 2
		SP:Iteration 19Q (8282.940000 sec): 3 clusters
  Score: Raw -168777.680872 + Penalty 3419.756340 = -165357.924532
  nChanged 0
		SP:Iteration 20F (8283.100000 sec): 3 clusters
  Score: Raw -168777.680872 + Penalty 3419.756340 = -165357.924532
  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 3.86 GB.

 Trying to split cluster 22 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8283.210000 sec): 2 clusters
  Score: Raw -17499.501171 + Penalty 1280.866922 = -16218.634250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8283.350000 sec): 3 clusters
  Score: Raw -17774.465916 + Penalty 2561.733843 = -15212.732073
  nChanged 20
		SP:Iteration 1F (8283.530000 sec): 3 clusters
  Score: Raw -17895.737335 + Penalty 2561.733843 = -15334.003492
  nChanged 6
		SP:Iteration 2Q (8283.660000 sec): 3 clusters
  Score: Raw -17927.127166 + Penalty 2561.733843 = -15365.393323
  nChanged 3
		SP:Iteration 3Q (8283.820000 sec): 3 clusters
  Score: Raw -17951.977142 + Penalty 2561.733843 = -15390.243299
  nChanged 3
		SP:Iteration 4Q (8283.950000 sec): 3 clusters
  Score: Raw -17973.991841 + Penalty 2561.733843 = -15412.257998
  nChanged 0
		SP:Iteration 5F (8284.120000 sec): 3 clusters
  Score: Raw -17973.991841 + Penalty 2561.733843 = -15412.257998
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8284.210000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8284.350000 sec): 3 clusters
  Score: Raw -134610.973964 + Penalty 3290.125943 = -131320.848022
  nChanged 186
		SP:Iteration 1F (8284.510000 sec): 3 clusters
  Score: Raw -134874.978124 + Penalty 3290.125943 = -131584.852181
  nChanged 37
		SP:Iteration 2Q (8284.680000 sec): 3 clusters
  Score: Raw -134948.607353 + Penalty 3290.125943 = -131658.481410
  nChanged 20
		SP:Iteration 3Q (8284.830000 sec): 3 clusters
  Score: Raw -134981.878457 + Penalty 3290.125943 = -131691.752514
  nChanged 13
		SP:Iteration 4Q (8284.970000 sec): 3 clusters
  Score: Raw -135003.482130 + Penalty 3290.125943 = -131713.356187
  nChanged 9
		SP:Iteration 5Q (8285.120000 sec): 3 clusters
  Score: Raw -135022.465791 + Penalty 3290.125943 = -131732.339848
  nChanged 8
		SP:Iteration 6Q (8285.260000 sec): 3 clusters
  Score: Raw -135032.528142 + Penalty 3290.125943 = -131742.402200
  nChanged 6
		SP:Iteration 7Q (8285.420000 sec): 3 clusters
  Score: Raw -135039.899928 + Penalty 3290.125943 = -131749.773985
  nChanged 4
		SP:Iteration 8Q (8285.580000 sec): 3 clusters
  Score: Raw -135045.975369 + Penalty 3290.125943 = -131755.849427
  nChanged 2
		SP:Iteration 9Q (8285.740000 sec): 3 clusters
  Score: Raw -135047.971947 + Penalty 3290.125943 = -131757.846004
  nChanged 1
		SP:Iteration 10Q (8285.900000 sec): 3 clusters
  Score: Raw -135050.943681 + Penalty 3290.125943 = -131760.817738
  nChanged 1
		SP:Iteration 11Q (8286.060000 sec): 3 clusters
  Score: Raw -135052.325940 + Penalty 3290.125943 = -131762.199998
  nChanged 0
		SP:Iteration 12F (8286.220000 sec): 3 clusters
  Score: Raw -135052.325940 + Penalty 3290.125943 = -131762.199998
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8286.300000 sec): 2 clusters
  Score: Raw -272936.469462 + Penalty 1825.463496 = -271111.005966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8286.460000 sec): 3 clusters
  Score: Raw -272458.415090 + Penalty 3650.926992 = -268807.488098
  nChanged 463
		SP:Iteration 1F (8286.620000 sec): 3 clusters
  Score: Raw -272866.421045 + Penalty 3650.926992 = -269215.494053
  nChanged 143
		SP:Iteration 2F (8286.780000 sec): 3 clusters
  Score: Raw -273054.016234 + Penalty 3650.926992 = -269403.089242
  nChanged 93
		SP:Iteration 3F (8286.940000 sec): 3 clusters
  Score: Raw -273188.164633 + Penalty 3650.926992 = -269537.237641
  nChanged 73
		SP:Iteration 4Q (8287.100000 sec): 3 clusters
  Score: Raw -273302.142096 + Penalty 3650.926992 = -269651.215104
  nChanged 64
		SP:Iteration 5Q (8287.260000 sec): 3 clusters
  Score: Raw -273401.429901 + Penalty 3650.926992 = -269750.502909
  nChanged 52
		SP:Iteration 6Q (8287.420000 sec): 3 clusters
  Score: Raw -273476.487155 + Penalty 3650.926992 = -269825.560163
  nChanged 38
		SP:Iteration 7Q (8287.580000 sec): 3 clusters
  Score: Raw -273523.748795 + Penalty 3650.926992 = -269872.821803
  nChanged 23
		SP:Iteration 8Q (8287.740000 sec): 3 clusters
  Score: Raw -273555.510377 + Penalty 3650.926992 = -269904.583385
  nChanged 24
		SP:Iteration 9Q (8287.900000 sec): 3 clusters
  Score: Raw -273594.532014 + Penalty 3650.926992 = -269943.605022
  nChanged 24
		SP:Iteration 10Q (8288.070000 sec): 3 clusters
  Score: Raw -273623.063846 + Penalty 3650.926992 = -269972.136854
  nChanged 19
		SP:Iteration 11Q (8288.230000 sec): 3 clusters
  Score: Raw -273644.006934 + Penalty 3650.926992 = -269993.079942
  nChanged 14
		SP:Iteration 12Q (8288.390000 sec): 3 clusters
  Score: Raw -273660.773583 + Penalty 3650.926992 = -270009.846591
  nChanged 12
		SP:Iteration 13Q (8288.560000 sec): 3 clusters
  Score: Raw -273675.117764 + Penalty 3650.926992 = -270024.190772
  nChanged 7
		SP:Iteration 14Q (8288.720000 sec): 3 clusters
  Score: Raw -273681.987312 + Penalty 3650.926992 = -270031.060320
  nChanged 8
		SP:Iteration 15Q (8288.900000 sec): 3 clusters
  Score: Raw -273687.824289 + Penalty 3650.926992 = -270036.897298
  nChanged 9
		SP:Iteration 16Q (8289.040000 sec): 3 clusters
  Score: Raw -273696.747105 + Penalty 3650.926992 = -270045.820113
  nChanged 7
		SP:Iteration 17Q (8289.200000 sec): 3 clusters
  Score: Raw -273705.434767 + Penalty 3650.926992 = -270054.507776
  nChanged 5
		SP:Iteration 18Q (8289.360000 sec): 3 clusters
  Score: Raw -273709.642432 + Penalty 3650.926992 = -270058.715440
  nChanged 1
		SP:Iteration 19Q (8289.520000 sec): 3 clusters
  Score: Raw -273710.281779 + Penalty 3650.926992 = -270059.354787
  nChanged 0
		SP:Iteration 20F (8289.680000 sec): 3 clusters
  Score: Raw -273710.281779 + Penalty 3650.926992 = -270059.354787
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8289.760000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8289.920000 sec): 3 clusters
  Score: Raw -60050.302722 + Penalty 2976.701779 = -57073.600942
  nChanged 65
		SP:Iteration 1F (8290.080000 sec): 3 clusters
  Score: Raw -60332.586221 + Penalty 2976.701779 = -57355.884442
  nChanged 29
		SP:Iteration 2F (8290.260000 sec): 3 clusters
  Score: Raw -60517.492909 + Penalty 2976.701779 = -57540.791129
  nChanged 26
		SP:Iteration 3F (8290.360000 sec): 3 clusters
  Score: Raw -60686.263724 + Penalty 2976.701779 = -57709.561944
  nChanged 24
		SP:Iteration 4F (8290.460000 sec): 3 clusters
  Score: Raw -60788.710456 + Penalty 2976.701779 = -57812.008677
  nChanged 14
		SP:Iteration 5Q (8290.560000 sec): 3 clusters
  Score: Raw -60835.724886 + Penalty 2976.701779 = -57859.023107
  nChanged 8
		SP:Iteration 6Q (8290.670000 sec): 3 clusters
  Score: Raw -60869.350990 + Penalty 2976.701779 = -57892.649210
  nChanged 7
		SP:Iteration 7Q (8290.820000 sec): 3 clusters
  Score: Raw -60897.004288 + Penalty 2976.701779 = -57920.302509
  nChanged 3
		SP:Iteration 8Q (8290.970000 sec): 3 clusters
  Score: Raw -60912.560814 + Penalty 2976.701779 = -57935.859035
  nChanged 4
		SP:Iteration 9Q (8291.130000 sec): 3 clusters
  Score: Raw -60934.734560 + Penalty 2976.701779 = -57958.032780
  nChanged 3
		SP:Iteration 10Q (8291.290000 sec): 3 clusters
  Score: Raw -60962.491337 + Penalty 2976.701779 = -57985.789557
  nChanged 0
		SP:Iteration 11F (8291.450000 sec): 3 clusters
  Score: Raw -60962.491337 + Penalty 2976.701779 = -57985.789557
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8291.530000 sec): 2 clusters
  Score: Raw -186866.180073 + Penalty 1743.871832 = -185122.308241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8291.690000 sec): 3 clusters
  Score: Raw -186616.942396 + Penalty 3487.743664 = -183129.198732
  nChanged 305
		SP:Iteration 1F (8291.870000 sec): 3 clusters
  Score: Raw -186973.707237 + Penalty 3487.743664 = -183485.963573
  nChanged 85
		SP:Iteration 2F (8292.040000 sec): 3 clusters
  Score: Raw -187115.824153 + Penalty 3487.743664 = -183628.080489
  nChanged 53
		SP:Iteration 3Q (8292.210000 sec): 3 clusters
  Score: Raw -187205.102871 + Penalty 3487.743664 = -183717.359206
  nChanged 36
		SP:Iteration 4Q (8292.370000 sec): 3 clusters
  Score: Raw -187275.847741 + Penalty 3487.743664 = -183788.104077
  nChanged 35
		SP:Iteration 5Q (8292.530000 sec): 3 clusters
  Score: Raw -187344.378338 + Penalty 3487.743664 = -183856.634673
  nChanged 29
		SP:Iteration 6Q (8292.690000 sec): 3 clusters
  Score: Raw -187408.900825 + Penalty 3487.743664 = -183921.157161
  nChanged 23
		SP:Iteration 7Q (8292.850000 sec): 3 clusters
  Score: Raw -187442.949068 + Penalty 3487.743664 = -183955.205404
  nChanged 16
		SP:Iteration 8Q (8293.010000 sec): 3 clusters
  Score: Raw -187466.852666 + Penalty 3487.743664 = -183979.109002
  nChanged 20
		SP:Iteration 9Q (8293.170000 sec): 3 clusters
  Score: Raw -187504.978262 + Penalty 3487.743664 = -184017.234597
  nChanged 18
		SP:Iteration 10Q (8293.330000 sec): 3 clusters
  Score: Raw -187533.250108 + Penalty 3487.743664 = -184045.506444
  nChanged 16
		SP:Iteration 11Q (8293.520000 sec): 3 clusters
  Score: Raw -187555.160096 + Penalty 3487.743664 = -184067.416431
  nChanged 10
		SP:Iteration 12Q (8293.630000 sec): 3 clusters
  Score: Raw -187569.788245 + Penalty 3487.743664 = -184082.044581
  nChanged 5
		SP:Iteration 13Q (8293.760000 sec): 3 clusters
  Score: Raw -187577.996386 + Penalty 3487.743664 = -184090.252722
  nChanged 6
		SP:Iteration 14Q (8293.930000 sec): 3 clusters
  Score: Raw -187588.881338 + Penalty 3487.743664 = -184101.137674
  nChanged 6
		SP:Iteration 15Q (8294.100000 sec): 3 clusters
  Score: Raw -187596.019296 + Penalty 3487.743664 = -184108.275632
  nChanged 5
		SP:Iteration 16Q (8294.260000 sec): 3 clusters
  Score: Raw -187602.885516 + Penalty 3487.743664 = -184115.141852
  nChanged 7
		SP:Iteration 17Q (8294.420000 sec): 3 clusters
  Score: Raw -187612.913355 + Penalty 3487.743664 = -184125.169690
  nChanged 4
		SP:Iteration 18Q (8294.580000 sec): 3 clusters
  Score: Raw -187622.080486 + Penalty 3487.743664 = -184134.336821
  nChanged 6
		SP:Iteration 19Q (8294.740000 sec): 3 clusters
  Score: Raw -187631.780760 + Penalty 3487.743664 = -184144.037096
  nChanged 6
		SP:Iteration 20F (8294.900000 sec): 3 clusters
  Score: Raw -187637.401190 + Penalty 3487.743664 = -184149.657526
  nChanged 3
		SP:Iteration 21Q (8295.070000 sec): 3 clusters
  Score: Raw -187640.919837 + Penalty 3487.743664 = -184153.176173
  nChanged 0
		SP:Iteration 22F (8295.230000 sec): 3 clusters
  Score: Raw -187640.919837 + Penalty 3487.743664 = -184153.176173
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8295.830000 sec): 2 clusters
  Score: Raw -19110174.653756 + Penalty 2854.510141 = -19107320.143615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8296.610000 sec): 3 clusters
  Score: Raw -19046198.661188 + Penalty 5709.020283 = -19040489.640905
  nChanged 47146
		SP:Iteration 1F (8297.380000 sec): 3 clusters
  Score: Raw -19072957.620156 + Penalty 5709.020283 = -19067248.599873
  nChanged 3506
		SP:Iteration 2Q (8298.260000 sec): 3 clusters
  Score: Raw -19074028.477563 + Penalty 5709.020283 = -19068319.457280
  nChanged 4218
		SP:Iteration 3Q (8299.160000 sec): 3 clusters
  Score: Raw -19075777.055923 + Penalty 5709.020283 = -19070068.035640
  nChanged 5333
		SP:Iteration 4F (8300.010000 sec): 3 clusters
  Score: Raw -19078665.214869 + Penalty 5709.020283 = -19072956.194586
  nChanged 6572
		SP:Iteration 5F (8300.880000 sec): 3 clusters
  Score: Raw -19082738.734615 + Penalty 5709.020283 = -19077029.714332
  nChanged 7072
		SP:Iteration 6F (8301.710000 sec): 3 clusters
  Score: Raw -19087048.304708 + Penalty 5709.020283 = -19081339.284425
  nChanged 6627
		SP:Iteration 7F (8302.670000 sec): 3 clusters
  Score: Raw -19090526.113471 + Penalty 5709.020283 = -19084817.093189
  nChanged 5289
		SP:Iteration 8F (8303.540000 sec): 3 clusters
  Score: Raw -19092820.413878 + Penalty 5709.020283 = -19087111.393595
  nChanged 4014
		SP:Iteration 9Q (8304.500000 sec): 3 clusters
  Score: Raw -19094332.868886 + Penalty 5709.020283 = -19088623.848603
  nChanged 3048
		SP:Iteration 10Q (8305.370000 sec): 3 clusters
  Score: Raw -19095341.691117 + Penalty 5709.020283 = -19089632.670835
  nChanged 2376
		SP:Iteration 11Q (8306.200000 sec): 3 clusters
  Score: Raw -19096057.438452 + Penalty 5709.020283 = -19090348.418170
  nChanged 1970
		SP:Iteration 12Q (8306.990000 sec): 3 clusters
  Score: Raw -19096652.287345 + Penalty 5709.020283 = -19090943.267062
  nChanged 1813
		SP:Iteration 13Q (8307.750000 sec): 3 clusters
  Score: Raw -19097235.816127 + Penalty 5709.020283 = -19091526.795844
  nChanged 1749
		SP:Iteration 14Q (8308.620000 sec): 3 clusters
  Score: Raw -19097848.445303 + Penalty 5709.020283 = -19092139.425021
  nChanged 1655
		SP:Iteration 15Q (8309.440000 sec): 3 clusters
  Score: Raw -19098423.124798 + Penalty 5709.020283 = -19092714.104515
  nChanged 1531
		SP:Iteration 16Q (8310.290000 sec): 3 clusters
  Score: Raw -19098959.690898 + Penalty 5709.020283 = -19093250.670616
  nChanged 1494
		SP:Iteration 17Q (8311.230000 sec): 3 clusters
  Score: Raw -19099556.827784 + Penalty 5709.020283 = -19093847.807502
  nChanged 1554
		SP:Iteration 18Q (8312.200000 sec): 3 clusters
  Score: Raw -19100199.016648 + Penalty 5709.020283 = -19094489.996366
  nChanged 1560
		SP:Iteration 19Q (8313.150000 sec): 3 clusters
  Score: Raw -19100848.287803 + Penalty 5709.020283 = -19095139.267520
  nChanged 1549
		SP:Iteration 20F (8313.950000 sec): 3 clusters
  Score: Raw -19101516.363882 + Penalty 5709.020283 = -19095807.343600
  nChanged 1574
		SP:Iteration 21Q (8314.790000 sec): 3 clusters
  Score: Raw -19102187.822024 + Penalty 5709.020283 = -19096478.801741
  nChanged 1535
		SP:Iteration 22Q (8315.570000 sec): 3 clusters
  Score: Raw -19102821.228639 + Penalty 5709.020283 = -19097112.208356
  nChanged 1524
		SP:Iteration 23Q (8316.390000 sec): 3 clusters
  Score: Raw -19103458.857138 + Penalty 5709.020283 = -19097749.836855
  nChanged 1451
		SP:Iteration 24Q (8317.100000 sec): 3 clusters
  Score: Raw -19104041.418180 + Penalty 5709.020283 = -19098332.397897
  nChanged 1399
		SP:Iteration 25Q (8317.820000 sec): 3 clusters
  Score: Raw -19104605.040564 + Penalty 5709.020283 = -19098896.020281
  nChanged 1331
		SP:Iteration 26Q (8318.620000 sec): 3 clusters
  Score: Raw -19105137.222501 + Penalty 5709.020283 = -19099428.202218
  nChanged 1288
		SP:Iteration 27Q (8319.460000 sec): 3 clusters
  Score: Raw -19105664.882798 + Penalty 5709.020283 = -19099955.862515
  nChanged 1200
		SP:Iteration 28Q (8320.320000 sec): 3 clusters
  Score: Raw -19106189.712148 + Penalty 5709.020283 = -19100480.691865
  nChanged 1149
		SP:Iteration 29Q (8321.100000 sec): 3 clusters
  Score: Raw -19106699.001371 + Penalty 5709.020283 = -19100989.981088
  nChanged 1039
		SP:Iteration 30Q (8321.910000 sec): 3 clusters
  Score: Raw -19107180.257509 + Penalty 5709.020283 = -19101471.237227
  nChanged 936
		SP:Iteration 31Q (8322.660000 sec): 3 clusters
  Score: Raw -19107632.803367 + Penalty 5709.020283 = -19101923.783085
  nChanged 850
		SP:Iteration 32Q (8323.450000 sec): 3 clusters
  Score: Raw -19108030.404490 + Penalty 5709.020283 = -19102321.384207
  nChanged 729
		SP:Iteration 33Q (8324.090000 sec): 3 clusters
  Score: Raw -19108369.911093 + Penalty 5709.020283 = -19102660.890810
  nChanged 637
		SP:Iteration 34Q (8324.760000 sec): 3 clusters
  Score: Raw -19108664.932216 + Penalty 5709.020283 = -19102955.911933
  nChanged 579
		SP:Iteration 35Q (8325.430000 sec): 3 clusters
  Score: Raw -19108932.764134 + Penalty 5709.020283 = -19103223.743851
  nChanged 503
		SP:Iteration 36Q (8326.070000 sec): 3 clusters
  Score: Raw -19109159.866472 + Penalty 5709.020283 = -19103450.846189
  nChanged 442
		SP:Iteration 37Q (8326.780000 sec): 3 clusters
  Score: Raw -19109365.483073 + Penalty 5709.020283 = -19103656.462790
  nChanged 388
		SP:Iteration 38Q (8327.440000 sec): 3 clusters
  Score: Raw -19109546.703717 + Penalty 5709.020283 = -19103837.683435
  nChanged 344
		SP:Iteration 39Q (8328.150000 sec): 3 clusters
  Score: Raw -19109707.430104 + Penalty 5709.020283 = -19103998.409821
  nChanged 305
		SP:Iteration 40F (8328.930000 sec): 3 clusters
  Score: Raw -19109847.821765 + Penalty 5709.020283 = -19104138.801482
  nChanged 257
		SP:Iteration 41Q (8329.620000 sec): 3 clusters
  Score: Raw -19109956.651447 + Penalty 5709.020283 = -19104247.631164
  nChanged 218
		SP:Iteration 42Q (8330.260000 sec): 3 clusters
  Score: Raw -19110046.924701 + Penalty 5709.020283 = -19104337.904419
  nChanged 166
		SP:Iteration 43Q (8330.870000 sec): 3 clusters
  Score: Raw -19110118.923979 + Penalty 5709.020283 = -19104409.903696
  nChanged 156
		SP:Iteration 44Q (8331.480000 sec): 3 clusters
  Score: Raw -19110186.306769 + Penalty 5709.020283 = -19104477.286486
  nChanged 155
		SP:Iteration 45Q (8332.180000 sec): 3 clusters
  Score: Raw -19110266.672944 + Penalty 5709.020283 = -19104557.652661
  nChanged 148
		SP:Iteration 46Q (8332.870000 sec): 3 clusters
  Score: Raw -19110335.331359 + Penalty 5709.020283 = -19104626.311076
  nChanged 109
		SP:Iteration 47Q (8333.580000 sec): 3 clusters
  Score: Raw -19110390.719574 + Penalty 5709.020283 = -19104681.699291
  nChanged 94
		SP:Iteration 48Q (8334.280000 sec): 3 clusters
  Score: Raw -19110432.699623 + Penalty 5709.020283 = -19104723.679341
  nChanged 78
		SP:Iteration 49Q (8335.110000 sec): 3 clusters
  Score: Raw -19110469.252321 + Penalty 5709.020283 = -19104760.232038
  nChanged 69
		SP:Iteration 50Q (8335.900000 sec): 3 clusters
  Score: Raw -19110496.660394 + Penalty 5709.020283 = -19104787.640112
  nChanged 61
		SP:Iteration 51Q (8336.550000 sec): 3 clusters
  Score: Raw -19110519.836149 + Penalty 5709.020283 = -19104810.815866
  nChanged 43
		SP:Iteration 52Q (8337.170000 sec): 3 clusters
  Score: Raw -19110533.875648 + Penalty 5709.020283 = -19104824.855365
  nChanged 35
		SP:Iteration 53Q (8337.730000 sec): 3 clusters
  Score: Raw -19110547.147032 + Penalty 5709.020283 = -19104838.126750
  nChanged 30
		SP:Iteration 54Q (8338.440000 sec): 3 clusters
  Score: Raw -19110557.126743 + Penalty 5709.020283 = -19104848.106461
  nChanged 29
		SP:Iteration 55Q (8339.110000 sec): 3 clusters
  Score: Raw -19110564.586417 + Penalty 5709.020283 = -19104855.566135
  nChanged 18
		SP:Iteration 56Q (8339.820000 sec): 3 clusters
  Score: Raw -19110571.341792 + Penalty 5709.020283 = -19104862.321510
  nChanged 11
		SP:Iteration 57Q (8340.540000 sec): 3 clusters
  Score: Raw -19110574.681954 + Penalty 5709.020283 = -19104865.661671
  nChanged 16
		SP:Iteration 58Q (8341.180000 sec): 3 clusters
  Score: Raw -19110580.038852 + Penalty 5709.020283 = -19104871.018569
  nChanged 18
		SP:Iteration 59Q (8341.880000 sec): 3 clusters
  Score: Raw -19110585.132095 + Penalty 5709.020283 = -19104876.111813
  nChanged 15
		SP:Iteration 60F (8342.590000 sec): 3 clusters
  Score: Raw -19110590.167332 + Penalty 5709.020283 = -19104881.147050
  nChanged 15
		SP:Iteration 61Q (8343.270000 sec): 3 clusters
  Score: Raw -19110594.874605 + Penalty 5709.020283 = -19104885.854322
  nChanged 11
		SP:Iteration 62Q (8343.910000 sec): 3 clusters
  Score: Raw -19110598.127713 + Penalty 5709.020283 = -19104889.107431
  nChanged 9
		SP:Iteration 63Q (8344.590000 sec): 3 clusters
  Score: Raw -19110601.230997 + Penalty 5709.020283 = -19104892.210714
  nChanged 7
		SP:Iteration 64Q (8345.290000 sec): 3 clusters
  Score: Raw -19110603.344456 + Penalty 5709.020283 = -19104894.324173
  nChanged 7
		SP:Iteration 65Q (8345.980000 sec): 3 clusters
  Score: Raw -19110605.097562 + Penalty 5709.020283 = -19104896.077279
  nChanged 3
		SP:Iteration 66Q (8346.650000 sec): 3 clusters
  Score: Raw -19110605.879457 + Penalty 5709.020283 = -19104896.859175
  nChanged 4
		SP:Iteration 67Q (8347.300000 sec): 3 clusters
  Score: Raw -19110607.132956 + Penalty 5709.020283 = -19104898.112673
  nChanged 5
		SP:Iteration 68Q (8347.930000 sec): 3 clusters
  Score: Raw -19110608.611807 + Penalty 5709.020283 = -19104899.591524
  nChanged 6
		SP:Iteration 69Q (8348.580000 sec): 3 clusters
  Score: Raw -19110610.276185 + Penalty 5709.020283 = -19104901.255903
  nChanged 7
		SP:Iteration 70Q (8349.230000 sec): 3 clusters
  Score: Raw -19110611.929583 + Penalty 5709.020283 = -19104902.909301
  nChanged 7
		SP:Iteration 71Q (8349.990000 sec): 3 clusters
  Score: Raw -19110614.112092 + Penalty 5709.020283 = -19104905.091809
  nChanged 9
		SP:Iteration 72Q (8350.660000 sec): 3 clusters
  Score: Raw -19110617.181438 + Penalty 5709.020283 = -19104908.161155
  nChanged 10
		SP:Iteration 73Q (8351.320000 sec): 3 clusters
  Score: Raw -19110619.834791 + Penalty 5709.020283 = -19104910.814508
  nChanged 8
		SP:Iteration 74Q (8351.940000 sec): 3 clusters
  Score: Raw -19110622.113017 + Penalty 5709.020283 = -19104913.092734
  nChanged 6
		SP:Iteration 75Q (8352.710000 sec): 3 clusters
  Score: Raw -19110623.937640 + Penalty 5709.020283 = -19104914.917358
  nChanged 8
		SP:Iteration 76Q (8353.560000 sec): 3 clusters
  Score: Raw -19110625.951374 + Penalty 5709.020283 = -19104916.931091
  nChanged 8
		SP:Iteration 77Q (8354.430000 sec): 3 clusters
  Score: Raw -19110628.219699 + Penalty 5709.020283 = -19104919.199417
  nChanged 7
		SP:Iteration 78Q (8355.330000 sec): 3 clusters
  Score: Raw -19110630.645526 + Penalty 5709.020283 = -19104921.625243
  nChanged 6
		SP:Iteration 79Q (8356.200000 sec): 3 clusters
  Score: Raw -19110632.253827 + Penalty 5709.020283 = -19104923.233544
  nChanged 3
		SP:Iteration 80F (8357.120000 sec): 3 clusters
  Score: Raw -19110633.259208 + Penalty 5709.020283 = -19104924.238925
  nChanged 2
		SP:Iteration 81Q (8357.950000 sec): 3 clusters
  Score: Raw -19110633.580481 + Penalty 5709.020283 = -19104924.560198
  nChanged 1
		SP:Iteration 82Q (8358.680000 sec): 3 clusters
  Score: Raw -19110633.784835 + Penalty 5709.020283 = -19104924.764552
  nChanged 1
		SP:Iteration 83Q (8359.400000 sec): 3 clusters
  Score: Raw -19110634.011467 + Penalty 5709.020283 = -19104924.991184
  nChanged 3
		SP:Iteration 84Q (8360.090000 sec): 3 clusters
  Score: Raw -19110635.122287 + Penalty 5709.020283 = -19104926.102004
  nChanged 3
		SP:Iteration 85Q (8360.810000 sec): 3 clusters
  Score: Raw -19110635.797169 + Penalty 5709.020283 = -19104926.776886
  nChanged 1
		SP:Iteration 86Q (8361.510000 sec): 3 clusters
  Score: Raw -19110635.929298 + Penalty 5709.020283 = -19104926.909015
  nChanged 0
		SP:Iteration 87F (8362.230000 sec): 3 clusters
  Score: Raw -19110635.929298 + Penalty 5709.020283 = -19104926.909015
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8362.310000 sec): 2 clusters
  Score: Raw -139947.975738 + Penalty 1680.573734 = -138267.402004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8362.480000 sec): 3 clusters
  Score: Raw -139804.381364 + Penalty 3361.147468 = -136443.233896
  nChanged 226
		SP:Iteration 1F (8362.640000 sec): 3 clusters
  Score: Raw -140100.133592 + Penalty 3361.147468 = -136738.986123
  nChanged 65
		SP:Iteration 2F (8362.810000 sec): 3 clusters
  Score: Raw -140215.163985 + Penalty 3361.147468 = -136854.016516
  nChanged 38
		SP:Iteration 3Q (8362.980000 sec): 3 clusters
  Score: Raw -140291.854794 + Penalty 3361.147468 = -136930.707326
  nChanged 29
		SP:Iteration 4Q (8363.140000 sec): 3 clusters
  Score: Raw -140350.733278 + Penalty 3361.147468 = -136989.585809
  nChanged 22
		SP:Iteration 5Q (8363.270000 sec): 3 clusters
  Score: Raw -140402.501322 + Penalty 3361.147468 = -137041.353854
  nChanged 20
		SP:Iteration 6Q (8363.420000 sec): 3 clusters
  Score: Raw -140459.576421 + Penalty 3361.147468 = -137098.428952
  nChanged 25
		SP:Iteration 7Q (8363.590000 sec): 3 clusters
  Score: Raw -140526.972339 + Penalty 3361.147468 = -137165.824871
  nChanged 22
		SP:Iteration 8Q (8363.720000 sec): 3 clusters
  Score: Raw -140603.105314 + Penalty 3361.147468 = -137241.957846
  nChanged 23
		SP:Iteration 9Q (8363.880000 sec): 3 clusters
  Score: Raw -140729.492698 + Penalty 3361.147468 = -137368.345230
  nChanged 26
		SP:Iteration 10Q (8364.040000 sec): 3 clusters
  Score: Raw -140847.179693 + Penalty 3361.147468 = -137486.032225
  nChanged 20
		SP:Iteration 11Q (8364.200000 sec): 3 clusters
  Score: Raw -140924.053401 + Penalty 3361.147468 = -137562.905933
  nChanged 19
		SP:Iteration 12Q (8364.370000 sec): 3 clusters
  Score: Raw -140996.061486 + Penalty 3361.147468 = -137634.914018
  nChanged 17
		SP:Iteration 13Q (8364.540000 sec): 3 clusters
  Score: Raw -141065.495622 + Penalty 3361.147468 = -137704.348154
  nChanged 18
		SP:Iteration 14Q (8364.700000 sec): 3 clusters
  Score: Raw -141113.445015 + Penalty 3361.147468 = -137752.297547
  nChanged 10
		SP:Iteration 15Q (8364.810000 sec): 3 clusters
  Score: Raw -141130.537332 + Penalty 3361.147468 = -137769.389864
  nChanged 6
		SP:Iteration 16Q (8364.830000 sec): 3 clusters
  Score: Raw -141142.631552 + Penalty 3361.147468 = -137781.484084
  nChanged 4
		SP:Iteration 17Q (8364.930000 sec): 3 clusters
  Score: Raw -141153.220227 + Penalty 3361.147468 = -137792.072758
  nChanged 10
		SP:Iteration 18Q (8365.080000 sec): 3 clusters
  Score: Raw -141177.324704 + Penalty 3361.147468 = -137816.177236
  nChanged 7
		SP:Iteration 19Q (8365.240000 sec): 3 clusters
  Score: Raw -141191.622820 + Penalty 3361.147468 = -137830.475352
  nChanged 3
		SP:Iteration 20F (8365.400000 sec): 3 clusters
  Score: Raw -141232.384629 + Penalty 3361.147468 = -137871.237161
  nChanged 5
		SP:Iteration 21Q (8365.570000 sec): 3 clusters
  Score: Raw -141299.554025 + Penalty 3361.147468 = -137938.406557
  nChanged 12
		SP:Iteration 22Q (8365.730000 sec): 3 clusters
  Score: Raw -141328.412312 + Penalty 3361.147468 = -137967.264844
  nChanged 10
		SP:Iteration 23Q (8365.890000 sec): 3 clusters
  Score: Raw -141361.034062 + Penalty 3361.147468 = -137999.886594
  nChanged 10
		SP:Iteration 24Q (8366.060000 sec): 3 clusters
  Score: Raw -141391.202179 + Penalty 3361.147468 = -138030.054711
  nChanged 10
		SP:Iteration 25Q (8366.280000 sec): 3 clusters
  Score: Raw -141420.251992 + Penalty 3361.147468 = -138059.104523
  nChanged 10
		SP:Iteration 26Q (8366.410000 sec): 3 clusters
  Score: Raw -141448.938864 + Penalty 3361.147468 = -138087.791396
  nChanged 11
		SP:Iteration 27Q (8366.530000 sec): 3 clusters
  Score: Raw -141482.398994 + Penalty 3361.147468 = -138121.251526
  nChanged 10
		SP:Iteration 28Q (8366.670000 sec): 3 clusters
  Score: Raw -141517.846985 + Penalty 3361.147468 = -138156.699517
  nChanged 9
		SP:Iteration 29Q (8366.810000 sec): 3 clusters
  Score: Raw -141549.860527 + Penalty 3361.147468 = -138188.713059
  nChanged 9
		SP:Iteration 30Q (8366.960000 sec): 3 clusters
  Score: Raw -141585.288107 + Penalty 3361.147468 = -138224.140639
  nChanged 9
		SP:Iteration 31Q (8367.120000 sec): 3 clusters
  Score: Raw -141629.745159 + Penalty 3361.147468 = -138268.597690
  nChanged 14
		SP:Iteration 32Q (8367.280000 sec): 3 clusters
  Score: Raw -141675.066915 + Penalty 3361.147468 = -138313.919447
  nChanged 4
		SP:Iteration 33Q (8367.440000 sec): 3 clusters
  Score: Raw -141687.874274 + Penalty 3361.147468 = -138326.726806
  nChanged 6
		SP:Iteration 34Q (8367.570000 sec): 3 clusters
  Score: Raw -141710.199917 + Penalty 3361.147468 = -138349.052449
  nChanged 3
		SP:Iteration 35Q (8367.710000 sec): 3 clusters
  Score: Raw -141721.443911 + Penalty 3361.147468 = -138360.296443
  nChanged 6
		SP:Iteration 36Q (8367.910000 sec): 3 clusters
  Score: Raw -141739.242884 + Penalty 3361.147468 = -138378.095415
  nChanged 5
		SP:Iteration 37Q (8368.040000 sec): 3 clusters
  Score: Raw -141755.033834 + Penalty 3361.147468 = -138393.886366
  nChanged 8
		SP:Iteration 38Q (8368.190000 sec): 3 clusters
  Score: Raw -141790.163598 + Penalty 3361.147468 = -138429.016129
  nChanged 8
		SP:Iteration 39Q (8368.350000 sec): 3 clusters
  Score: Raw -141832.813710 + Penalty 3361.147468 = -138471.666242
  nChanged 10
		SP:Iteration 40F (8368.510000 sec): 3 clusters
  Score: Raw -141871.146217 + Penalty 3361.147468 = -138509.998749
  nChanged 3
		SP:Iteration 41Q (8368.670000 sec): 3 clusters
  Score: Raw -141883.148764 + Penalty 3361.147468 = -138522.001295
  nChanged 3
		SP:Iteration 42Q (8368.830000 sec): 3 clusters
  Score: Raw -141895.116746 + Penalty 3361.147468 = -138533.969277
  nChanged 4
		SP:Iteration 43Q (8368.990000 sec): 3 clusters
  Score: Raw -141907.691598 + Penalty 3361.147468 = -138546.544130
  nChanged 5
		SP:Iteration 44Q (8369.200000 sec): 3 clusters
  Score: Raw -141932.354576 + Penalty 3361.147468 = -138571.207108
  nChanged 5
		SP:Iteration 45Q (8369.330000 sec): 3 clusters
  Score: Raw -141958.346808 + Penalty 3361.147468 = -138597.199339
  nChanged 4
		SP:Iteration 46Q (8369.490000 sec): 3 clusters
  Score: Raw -141975.490499 + Penalty 3361.147468 = -138614.343031
  nChanged 4
		SP:Iteration 47Q (8369.650000 sec): 3 clusters
  Score: Raw -141991.241048 + Penalty 3361.147468 = -138630.093580
  nChanged 2
		SP:Iteration 48Q (8369.810000 sec): 3 clusters
  Score: Raw -141996.504240 + Penalty 3361.147468 = -138635.356772
  nChanged 2
		SP:Iteration 49Q (8369.970000 sec): 3 clusters
  Score: Raw -142001.302268 + Penalty 3361.147468 = -138640.154799
  nChanged 0
		SP:Iteration 50F (8370.130000 sec): 3 clusters
  Score: Raw -142001.302268 + Penalty 3361.147468 = -138640.154799
  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 3.86 GB.

 Trying to split cluster 29 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8370.210000 sec): 2 clusters
  Score: Raw -26479.746428 + Penalty 1278.016315 = -25201.730113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8370.370000 sec): 3 clusters
  Score: Raw -26711.475540 + Penalty 2556.032631 = -24155.442909
  nChanged 8
		SP:Iteration 1Q (8370.540000 sec): 3 clusters
  Score: Raw -26748.012631 + Penalty 2556.032631 = -24191.980000
  nChanged 4
		SP:Iteration 2Q (8370.630000 sec): 3 clusters
  Score: Raw -26765.785627 + Penalty 2556.032631 = -24209.752996
  nChanged 0
		SP:Iteration 3F (8370.780000 sec): 3 clusters
  Score: Raw -26765.785627 + Penalty 2556.032631 = -24209.752996
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8370.890000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8370.990000 sec): 3 clusters
  Score: Raw -83489.836522 + Penalty 3097.106783 = -80392.729740
  nChanged 109
		SP:Iteration 1F (8371.150000 sec): 3 clusters
  Score: Raw -83720.433270 + Penalty 3097.106783 = -80623.326487
  nChanged 22
		SP:Iteration 2Q (8371.310000 sec): 3 clusters
  Score: Raw -83793.280549 + Penalty 3097.106783 = -80696.173767
  nChanged 20
		SP:Iteration 3Q (8371.470000 sec): 3 clusters
  Score: Raw -83857.295168 + Penalty 3097.106783 = -80760.188385
  nChanged 13
		SP:Iteration 4Q (8371.630000 sec): 3 clusters
  Score: Raw -83930.005492 + Penalty 3097.106783 = -80832.898710
  nChanged 12
		SP:Iteration 5Q (8371.800000 sec): 3 clusters
  Score: Raw -83974.217616 + Penalty 3097.106783 = -80877.110833
  nChanged 7
		SP:Iteration 6Q (8371.980000 sec): 3 clusters
  Score: Raw -83987.167595 + Penalty 3097.106783 = -80890.060812
  nChanged 11
		SP:Iteration 7Q (8372.110000 sec): 3 clusters
  Score: Raw -84012.234998 + Penalty 3097.106783 = -80915.128216
  nChanged 5
		SP:Iteration 8Q (8372.300000 sec): 3 clusters
  Score: Raw -84023.557883 + Penalty 3097.106783 = -80926.451100
  nChanged 3
		SP:Iteration 9Q (8372.470000 sec): 3 clusters
  Score: Raw -84031.337481 + Penalty 3097.106783 = -80934.230698
  nChanged 3
		SP:Iteration 10Q (8372.600000 sec): 3 clusters
  Score: Raw -84039.212519 + Penalty 3097.106783 = -80942.105736
  nChanged 2
		SP:Iteration 11Q (8372.760000 sec): 3 clusters
  Score: Raw -84042.743571 + Penalty 3097.106783 = -80945.636789
  nChanged 1
		SP:Iteration 12Q (8372.920000 sec): 3 clusters
  Score: Raw -84044.100113 + Penalty 3097.106783 = -80946.993330
  nChanged 0
		SP:Iteration 13F (8373.080000 sec): 3 clusters
  Score: Raw -84044.100113 + Penalty 3097.106783 = -80946.993330
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8373.160000 sec): 2 clusters
  Score: Raw -87230.990605 + Penalty 1591.349606 = -85639.640999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8373.320000 sec): 3 clusters
  Score: Raw -87266.274160 + Penalty 3182.699212 = -84083.574947
  nChanged 149
		SP:Iteration 1F (8373.490000 sec): 3 clusters
  Score: Raw -87526.585558 + Penalty 3182.699212 = -84343.886346
  nChanged 39
		SP:Iteration 2F (8373.670000 sec): 3 clusters
  Score: Raw -87630.206255 + Penalty 3182.699212 = -84447.507043
  nChanged 27
		SP:Iteration 3Q (8373.830000 sec): 3 clusters
  Score: Raw -87696.394429 + Penalty 3182.699212 = -84513.695217
  nChanged 20
		SP:Iteration 4Q (8373.970000 sec): 3 clusters
  Score: Raw -87765.468094 + Penalty 3182.699212 = -84582.768882
  nChanged 16
		SP:Iteration 5Q (8374.120000 sec): 3 clusters
  Score: Raw -87815.176673 + Penalty 3182.699212 = -84632.477461
  nChanged 10
		SP:Iteration 6Q (8374.280000 sec): 3 clusters
  Score: Raw -87852.786760 + Penalty 3182.699212 = -84670.087548
  nChanged 13
		SP:Iteration 7Q (8374.440000 sec): 3 clusters
  Score: Raw -87901.230052 + Penalty 3182.699212 = -84718.530840
  nChanged 15
		SP:Iteration 8Q (8374.600000 sec): 3 clusters
  Score: Raw -87930.759093 + Penalty 3182.699212 = -84748.059881
  nChanged 8
		SP:Iteration 9Q (8374.760000 sec): 3 clusters
  Score: Raw -87939.905392 + Penalty 3182.699212 = -84757.206180
  nChanged 6
		SP:Iteration 10Q (8374.920000 sec): 3 clusters
  Score: Raw -87953.226463 + Penalty 3182.699212 = -84770.527251
  nChanged 6
		SP:Iteration 11Q (8375.100000 sec): 3 clusters
  Score: Raw -87970.877667 + Penalty 3182.699212 = -84788.178455
  nChanged 4
		SP:Iteration 12Q (8375.240000 sec): 3 clusters
  Score: Raw -87977.493393 + Penalty 3182.699212 = -84794.794180
  nChanged 3
		SP:Iteration 13Q (8375.390000 sec): 3 clusters
  Score: Raw -87983.785573 + Penalty 3182.699212 = -84801.086361
  nChanged 4
		SP:Iteration 14Q (8375.510000 sec): 3 clusters
  Score: Raw -87994.689909 + Penalty 3182.699212 = -84811.990697
  nChanged 3
		SP:Iteration 15Q (8375.650000 sec): 3 clusters
  Score: Raw -87997.838339 + Penalty 3182.699212 = -84815.139127
  nChanged 4
		SP:Iteration 16Q (8375.800000 sec): 3 clusters
  Score: Raw -88007.900872 + Penalty 3182.699212 = -84825.201660
  nChanged 4
		SP:Iteration 17Q (8375.950000 sec): 3 clusters
  Score: Raw -88012.722682 + Penalty 3182.699212 = -84830.023470
  nChanged 3
		SP:Iteration 18Q (8376.090000 sec): 3 clusters
  Score: Raw -88014.392496 + Penalty 3182.699212 = -84831.693284
  nChanged 1
		SP:Iteration 19Q (8376.240000 sec): 3 clusters
  Score: Raw -88018.221434 + Penalty 3182.699212 = -84835.522222
  nChanged 1
		SP:Iteration 20F (8376.420000 sec): 3 clusters
  Score: Raw -88018.785387 + Penalty 3182.699212 = -84836.086175
  nChanged 2
		SP:Iteration 21Q (8376.580000 sec): 3 clusters
  Score: Raw -88028.962388 + Penalty 3182.699212 = -84846.263176
  nChanged 2
		SP:Iteration 22Q (8376.690000 sec): 3 clusters
  Score: Raw -88039.457025 + Penalty 3182.699212 = -84856.757813
  nChanged 3
		SP:Iteration 23Q (8376.840000 sec): 3 clusters
  Score: Raw -88043.791129 + Penalty 3182.699212 = -84861.091917
  nChanged 3
		SP:Iteration 24Q (8376.990000 sec): 3 clusters
  Score: Raw -88058.950073 + Penalty 3182.699212 = -84876.250861
  nChanged 4
		SP:Iteration 25Q (8377.150000 sec): 3 clusters
  Score: Raw -88067.735051 + Penalty 3182.699212 = -84885.035839
  nChanged 3
		SP:Iteration 26Q (8377.290000 sec): 3 clusters
  Score: Raw -88069.368414 + Penalty 3182.699212 = -84886.669202
  nChanged 2
		SP:Iteration 27Q (8377.400000 sec): 3 clusters
  Score: Raw -88070.825131 + Penalty 3182.699212 = -84888.125918
  nChanged 3
		SP:Iteration 28Q (8377.530000 sec): 3 clusters
  Score: Raw -88073.554024 + Penalty 3182.699212 = -84890.854811
  nChanged 3
		SP:Iteration 29Q (8377.620000 sec): 3 clusters
  Score: Raw -88075.057038 + Penalty 3182.699212 = -84892.357826
  nChanged 2
		SP:Iteration 30Q (8377.750000 sec): 3 clusters
  Score: Raw -88078.906373 + Penalty 3182.699212 = -84896.207161
  nChanged 2
		SP:Iteration 31Q (8377.860000 sec): 3 clusters
  Score: Raw -88086.542786 + Penalty 3182.699212 = -84903.843573
  nChanged 2
		SP:Iteration 32Q (8377.960000 sec): 3 clusters
  Score: Raw -88090.516190 + Penalty 3182.699212 = -84907.816978
  nChanged 1
		SP:Iteration 33Q (8378.110000 sec): 3 clusters
  Score: Raw -88095.486541 + Penalty 3182.699212 = -84912.787329
  nChanged 1
		SP:Iteration 34Q (8378.230000 sec): 3 clusters
  Score: Raw -88102.141482 + Penalty 3182.699212 = -84919.442269
  nChanged 2
		SP:Iteration 35Q (8378.350000 sec): 3 clusters
  Score: Raw -88115.970269 + Penalty 3182.699212 = -84933.271056
  nChanged 5
		SP:Iteration 36Q (8378.450000 sec): 3 clusters
  Score: Raw -88141.355965 + Penalty 3182.699212 = -84958.656753
  nChanged 4
		SP:Iteration 37Q (8378.600000 sec): 3 clusters
  Score: Raw -88144.992743 + Penalty 3182.699212 = -84962.293530
  nChanged 2
		SP:Iteration 38Q (8378.730000 sec): 3 clusters
  Score: Raw -88175.115578 + Penalty 3182.699212 = -84992.416366
  nChanged 2
		SP:Iteration 39Q (8378.820000 sec): 3 clusters
  Score: Raw -88179.537644 + Penalty 3182.699212 = -84996.838431
  nChanged 1
		SP:Iteration 40F (8378.990000 sec): 3 clusters
  Score: Raw -88188.688067 + Penalty 3182.699212 = -85005.988855
  nChanged 2
		SP:Iteration 41Q (8379.180000 sec): 3 clusters
  Score: Raw -88201.428104 + Penalty 3182.699212 = -85018.728892
  nChanged 1
		SP:Iteration 42Q (8379.310000 sec): 3 clusters
  Score: Raw -88205.073918 + Penalty 3182.699212 = -85022.374706
  nChanged 0
		SP:Iteration 43F (8379.440000 sec): 3 clusters
  Score: Raw -88205.073918 + Penalty 3182.699212 = -85022.374706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8379.530000 sec): 2 clusters
  Score: Raw -44676.267802 + Penalty 1462.494159 = -43213.773643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8379.680000 sec): 3 clusters
  Score: Raw -44829.732220 + Penalty 2924.988318 = -41904.743901
  nChanged 77
		SP:Iteration 1F (8379.820000 sec): 3 clusters
  Score: Raw -45060.194308 + Penalty 2924.988318 = -42135.205989
  nChanged 17
		SP:Iteration 2Q (8379.970000 sec): 3 clusters
  Score: Raw -45116.814357 + Penalty 2924.988318 = -42191.826039
  nChanged 10
		SP:Iteration 3Q (8380.110000 sec): 3 clusters
  Score: Raw -45149.943975 + Penalty 2924.988318 = -42224.955656
  nChanged 4
		SP:Iteration 4Q (8380.250000 sec): 3 clusters
  Score: Raw -45161.532181 + Penalty 2924.988318 = -42236.543863
  nChanged 3
		SP:Iteration 5Q (8380.400000 sec): 3 clusters
  Score: Raw -45164.212568 + Penalty 2924.988318 = -42239.224250
  nChanged 2
		SP:Iteration 6Q (8380.540000 sec): 3 clusters
  Score: Raw -45170.770843 + Penalty 2924.988318 = -42245.782525
  nChanged 2
		SP:Iteration 7Q (8380.690000 sec): 3 clusters
  Score: Raw -45173.069091 + Penalty 2924.988318 = -42248.080772
  nChanged 1
		SP:Iteration 8Q (8380.830000 sec): 3 clusters
  Score: Raw -45173.368320 + Penalty 2924.988318 = -42248.380001
  nChanged 1
		SP:Iteration 9Q (8380.970000 sec): 3 clusters
  Score: Raw -45174.249316 + Penalty 2924.988318 = -42249.260998
  nChanged 5
		SP:Iteration 10Q (8381.120000 sec): 3 clusters
  Score: Raw -45180.054481 + Penalty 2924.988318 = -42255.066163
  nChanged 6
		SP:Iteration 11Q (8381.260000 sec): 3 clusters
  Score: Raw -45186.486364 + Penalty 2924.988318 = -42261.498045
  nChanged 8
		SP:Iteration 12Q (8381.410000 sec): 3 clusters
  Score: Raw -45197.727893 + Penalty 2924.988318 = -42272.739575
  nChanged 6
		SP:Iteration 13Q (8381.550000 sec): 3 clusters
  Score: Raw -45206.925147 + Penalty 2924.988318 = -42281.936828
  nChanged 6
		SP:Iteration 14Q (8381.690000 sec): 3 clusters
  Score: Raw -45213.746704 + Penalty 2924.988318 = -42288.758385
  nChanged 1
		SP:Iteration 15Q (8381.840000 sec): 3 clusters
  Score: Raw -45218.398469 + Penalty 2924.988318 = -42293.410151
  nChanged 1
		SP:Iteration 16Q (8381.990000 sec): 3 clusters
  Score: Raw -45220.730918 + Penalty 2924.988318 = -42295.742600
  nChanged 0
		SP:Iteration 17F (8382.150000 sec): 3 clusters
  Score: Raw -45220.730918 + Penalty 2924.988318 = -42295.742600
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8382.310000 sec): 2 clusters
  Score: Raw -2756616.726891 + Penalty 2401.869668 = -2754214.857222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8382.580000 sec): 3 clusters
  Score: Raw -2747465.134178 + Penalty 4803.739336 = -2742661.394842
  nChanged 6996
		SP:Iteration 1F (8382.870000 sec): 3 clusters
  Score: Raw -2751257.923851 + Penalty 4803.739336 = -2746454.184515
  nChanged 969
		SP:Iteration 2F (8383.170000 sec): 3 clusters
  Score: Raw -2751710.869950 + Penalty 4803.739336 = -2746907.130614
  nChanged 852
		SP:Iteration 3F (8383.450000 sec): 3 clusters
  Score: Raw -2752117.028258 + Penalty 4803.739336 = -2747313.288922
  nChanged 806
		SP:Iteration 4F (8383.690000 sec): 3 clusters
  Score: Raw -2752509.719010 + Penalty 4803.739336 = -2747705.979674
  nChanged 784
		SP:Iteration 5Q (8383.980000 sec): 3 clusters
  Score: Raw -2752929.880219 + Penalty 4803.739336 = -2748126.140883
  nChanged 781
		SP:Iteration 6Q (8384.300000 sec): 3 clusters
  Score: Raw -2753391.974179 + Penalty 4803.739336 = -2748588.234843
  nChanged 746
		SP:Iteration 7Q (8384.590000 sec): 3 clusters
  Score: Raw -2753852.337922 + Penalty 4803.739336 = -2749048.598586
  nChanged 732
		SP:Iteration 8Q (8384.900000 sec): 3 clusters
  Score: Raw -2754318.471180 + Penalty 4803.739336 = -2749514.731844
  nChanged 663
		SP:Iteration 9Q (8385.140000 sec): 3 clusters
  Score: Raw -2754753.868211 + Penalty 4803.739336 = -2749950.128875
  nChanged 604
		SP:Iteration 10Q (8385.440000 sec): 3 clusters
  Score: Raw -2755166.536739 + Penalty 4803.739336 = -2750362.797403
  nChanged 551
		SP:Iteration 11Q (8385.740000 sec): 3 clusters
  Score: Raw -2755549.188097 + Penalty 4803.739336 = -2750745.448761
  nChanged 462
		SP:Iteration 12Q (8386.050000 sec): 3 clusters
  Score: Raw -2755867.647409 + Penalty 4803.739336 = -2751063.908073
  nChanged 380
		SP:Iteration 13Q (8386.360000 sec): 3 clusters
  Score: Raw -2756143.552343 + Penalty 4803.739336 = -2751339.813007
  nChanged 328
		SP:Iteration 14Q (8386.560000 sec): 3 clusters
  Score: Raw -2756389.240695 + Penalty 4803.739336 = -2751585.501359
  nChanged 256
		SP:Iteration 15Q (8386.850000 sec): 3 clusters
  Score: Raw -2756578.595419 + Penalty 4803.739336 = -2751774.856083
  nChanged 193
		SP:Iteration 16Q (8387.140000 sec): 3 clusters
  Score: Raw -2756741.784007 + Penalty 4803.739336 = -2751938.044671
  nChanged 160
		SP:Iteration 17Q (8387.410000 sec): 3 clusters
  Score: Raw -2756868.194972 + Penalty 4803.739336 = -2752064.455636
  nChanged 118
		SP:Iteration 18Q (8387.700000 sec): 3 clusters
  Score: Raw -2756965.262506 + Penalty 4803.739336 = -2752161.523170
  nChanged 96
		SP:Iteration 19Q (8387.920000 sec): 3 clusters
  Score: Raw -2757044.040846 + Penalty 4803.739336 = -2752240.301510
  nChanged 71
		SP:Iteration 20F (8388.190000 sec): 3 clusters
  Score: Raw -2757101.760353 + Penalty 4803.739336 = -2752298.021016
  nChanged 53
		SP:Iteration 21Q (8388.470000 sec): 3 clusters
  Score: Raw -2757146.126279 + Penalty 4803.739336 = -2752342.386943
  nChanged 46
		SP:Iteration 22Q (8388.730000 sec): 3 clusters
  Score: Raw -2757188.075481 + Penalty 4803.739336 = -2752384.336145
  nChanged 49
		SP:Iteration 23Q (8388.950000 sec): 3 clusters
  Score: Raw -2757236.695767 + Penalty 4803.739336 = -2752432.956431
  nChanged 37
		SP:Iteration 24Q (8389.230000 sec): 3 clusters
  Score: Raw -2757268.816294 + Penalty 4803.739336 = -2752465.076958
  nChanged 25
		SP:Iteration 25Q (8389.510000 sec): 3 clusters
  Score: Raw -2757296.001490 + Penalty 4803.739336 = -2752492.262154
  nChanged 26
		SP:Iteration 26Q (8389.780000 sec): 3 clusters
  Score: Raw -2757323.415008 + Penalty 4803.739336 = -2752519.675672
  nChanged 19
		SP:Iteration 27Q (8390.030000 sec): 3 clusters
  Score: Raw -2757340.329478 + Penalty 4803.739336 = -2752536.590142
  nChanged 18
		SP:Iteration 28Q (8390.250000 sec): 3 clusters
  Score: Raw -2757353.908951 + Penalty 4803.739336 = -2752550.169615
  nChanged 13
		SP:Iteration 29Q (8390.440000 sec): 3 clusters
  Score: Raw -2757365.881726 + Penalty 4803.739336 = -2752562.142390
  nChanged 8
		SP:Iteration 30Q (8390.680000 sec): 3 clusters
  Score: Raw -2757375.021653 + Penalty 4803.739336 = -2752571.282317
  nChanged 9
		SP:Iteration 31Q (8390.950000 sec): 3 clusters
  Score: Raw -2757384.270212 + Penalty 4803.739336 = -2752580.530876
  nChanged 12
		SP:Iteration 32Q (8391.210000 sec): 3 clusters
  Score: Raw -2757398.210315 + Penalty 4803.739336 = -2752594.470979
  nChanged 14
		SP:Iteration 33Q (8391.450000 sec): 3 clusters
  Score: Raw -2757414.380545 + Penalty 4803.739336 = -2752610.641209
  nChanged 8
		SP:Iteration 34Q (8391.700000 sec): 3 clusters
  Score: Raw -2757423.836198 + Penalty 4803.739336 = -2752620.096862
  nChanged 7
		SP:Iteration 35Q (8391.970000 sec): 3 clusters
  Score: Raw -2757431.901127 + Penalty 4803.739336 = -2752628.161791
  nChanged 6
		SP:Iteration 36Q (8392.190000 sec): 3 clusters
  Score: Raw -2757439.658590 + Penalty 4803.739336 = -2752635.919254
  nChanged 6
		SP:Iteration 37Q (8392.440000 sec): 3 clusters
  Score: Raw -2757447.526116 + Penalty 4803.739336 = -2752643.786780
  nChanged 6
		SP:Iteration 38Q (8392.670000 sec): 3 clusters
  Score: Raw -2757454.826812 + Penalty 4803.739336 = -2752651.087476
  nChanged 6
		SP:Iteration 39Q (8392.910000 sec): 3 clusters
  Score: Raw -2757459.513101 + Penalty 4803.739336 = -2752655.773765
  nChanged 3
		SP:Iteration 40F (8393.200000 sec): 3 clusters
  Score: Raw -2757461.809524 + Penalty 4803.739336 = -2752658.070188
  nChanged 2
		SP:Iteration 41Q (8393.440000 sec): 3 clusters
  Score: Raw -2757465.330267 + Penalty 4803.739336 = -2752661.590930
  nChanged 4
		SP:Iteration 42Q (8393.680000 sec): 3 clusters
  Score: Raw -2757468.084004 + Penalty 4803.739336 = -2752664.344668
  nChanged 1
		SP:Iteration 43Q (8393.890000 sec): 3 clusters
  Score: Raw -2757468.495710 + Penalty 4803.739336 = -2752664.756374
  nChanged 0
		SP:Iteration 44F (8394.180000 sec): 3 clusters
  Score: Raw -2757468.495710 + Penalty 4803.739336 = -2752664.756374
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8394.280000 sec): 2 clusters
  Score: Raw -18852.398231 + Penalty 1344.292680 = -17508.105552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8394.430000 sec): 3 clusters
  Score: Raw -19204.285851 + Penalty 2688.585360 = -16515.700492
  nChanged 38
		SP:Iteration 1F (8394.590000 sec): 3 clusters
  Score: Raw -19391.945162 + Penalty 2688.585360 = -16703.359802
  nChanged 12
		SP:Iteration 2F (8394.760000 sec): 3 clusters
  Score: Raw -19458.736603 + Penalty 2688.585360 = -16770.151243
  nChanged 5
		SP:Iteration 3Q (8394.920000 sec): 3 clusters
  Score: Raw -19483.072533 + Penalty 2688.585360 = -16794.487173
  nChanged 4
		SP:Iteration 4Q (8395.080000 sec): 3 clusters
  Score: Raw -19516.212808 + Penalty 2688.585360 = -16827.627448
  nChanged 1
		SP:Iteration 5Q (8395.240000 sec): 3 clusters
  Score: Raw -19519.074341 + Penalty 2688.585360 = -16830.488981
  nChanged 1
		SP:Iteration 6Q (8395.410000 sec): 3 clusters
  Score: Raw -19530.249818 + Penalty 2688.585360 = -16841.664459
  nChanged 0
		SP:Iteration 7F (8395.560000 sec): 3 clusters
  Score: Raw -19530.249818 + Penalty 2688.585360 = -16841.664459
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8395.640000 sec): 2 clusters
  Score: Raw -19024.459923 + Penalty 1252.364290 = -17772.095633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8395.810000 sec): 3 clusters
  Score: Raw -19328.221405 + Penalty 2504.728580 = -16823.492826
  nChanged 19
		SP:Iteration 1F (8395.970000 sec): 3 clusters
  Score: Raw -19525.995063 + Penalty 2504.728580 = -17021.266483
  nChanged 7
		SP:Iteration 2Q (8396.130000 sec): 3 clusters
  Score: Raw -19607.156009 + Penalty 2504.728580 = -17102.427429
  nChanged 6
		SP:Iteration 3Q (8396.300000 sec): 3 clusters
  Score: Raw -19778.317996 + Penalty 2504.728580 = -17273.589416
  nChanged 3
		SP:Iteration 4Q (8396.460000 sec): 3 clusters
  Score: Raw -19921.049599 + Penalty 2504.728580 = -17416.321019
  nChanged 2
		SP:Iteration 5Q (8396.620000 sec): 3 clusters
  Score: Raw -19945.193771 + Penalty 2504.728580 = -17440.465191
  nChanged 3
		SP:Iteration 6Q (8396.790000 sec): 3 clusters
  Score: Raw -19985.839987 + Penalty 2504.728580 = -17481.111408
  nChanged 1
		SP:Iteration 7Q (8396.950000 sec): 3 clusters
  Score: Raw -19997.488045 + Penalty 2504.728580 = -17492.759466
  nChanged 1
		SP:Iteration 8Q (8397.130000 sec): 3 clusters
  Score: Raw -20041.014934 + Penalty 2504.728580 = -17536.286354
  nChanged 0
		SP:Iteration 9F (8397.260000 sec): 3 clusters
  Score: Raw -20041.014934 + Penalty 2504.728580 = -17536.286354
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8397.330000 sec): 2 clusters
  Score: Raw -46891.383553 + Penalty 1459.063952 = -45432.319600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8397.470000 sec): 3 clusters
  Score: Raw -47401.443327 + Penalty 2918.127905 = -44483.315422
  nChanged 107
		SP:Iteration 1F (8397.610000 sec): 3 clusters
  Score: Raw -47873.584342 + Penalty 2918.127905 = -44955.456437
  nChanged 41
		SP:Iteration 2F (8397.780000 sec): 3 clusters
  Score: Raw -48021.199425 + Penalty 2918.127905 = -45103.071520
  nChanged 13
		SP:Iteration 3Q (8397.940000 sec): 3 clusters
  Score: Raw -48065.414917 + Penalty 2918.127905 = -45147.287013
  nChanged 5
		SP:Iteration 4Q (8398.100000 sec): 3 clusters
  Score: Raw -48079.390692 + Penalty 2918.127905 = -45161.262787
  nChanged 3
		SP:Iteration 5Q (8398.270000 sec): 3 clusters
  Score: Raw -48088.106320 + Penalty 2918.127905 = -45169.978415
  nChanged 0
		SP:Iteration 6F (8398.430000 sec): 3 clusters
  Score: Raw -48088.106320 + Penalty 2918.127905 = -45169.978415
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8398.690000 sec): 2 clusters
  Score: Raw -3700001.436333 + Penalty 2469.577983 = -3697531.858350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8398.980000 sec): 3 clusters
  Score: Raw -3687640.496442 + Penalty 4939.155966 = -3682701.340476
  nChanged 9385
		SP:Iteration 1F (8399.280000 sec): 3 clusters
  Score: Raw -3692676.273510 + Penalty 4939.155966 = -3687737.117544
  nChanged 1152
		SP:Iteration 2F (8399.660000 sec): 3 clusters
  Score: Raw -3693158.888034 + Penalty 4939.155966 = -3688219.732068
  nChanged 1095
		SP:Iteration 3F (8399.960000 sec): 3 clusters
  Score: Raw -3693640.321082 + Penalty 4939.155966 = -3688701.165116
  nChanged 1023
		SP:Iteration 4Q (8400.280000 sec): 3 clusters
  Score: Raw -3694108.516768 + Penalty 4939.155966 = -3689169.360802
  nChanged 1056
		SP:Iteration 5Q (8400.610000 sec): 3 clusters
  Score: Raw -3694655.288569 + Penalty 4939.155966 = -3689716.132603
  nChanged 1076
		SP:Iteration 6F (8400.910000 sec): 3 clusters
  Score: Raw -3695300.407039 + Penalty 4939.155966 = -3690361.251073
  nChanged 1140
		SP:Iteration 7F (8401.230000 sec): 3 clusters
  Score: Raw -3696075.201175 + Penalty 4939.155966 = -3691136.045209
  nChanged 1175
		SP:Iteration 8F (8401.560000 sec): 3 clusters
  Score: Raw -3696966.344537 + Penalty 4939.155966 = -3692027.188571
  nChanged 1103
		SP:Iteration 9F (8401.900000 sec): 3 clusters
  Score: Raw -3697870.506718 + Penalty 4939.155966 = -3692931.350752
  nChanged 952
		SP:Iteration 10Q (8402.240000 sec): 3 clusters
  Score: Raw -3698648.890545 + Penalty 4939.155966 = -3693709.734579
  nChanged 720
		SP:Iteration 11Q (8402.560000 sec): 3 clusters
  Score: Raw -3699266.472149 + Penalty 4939.155966 = -3694327.316183
  nChanged 475
		SP:Iteration 12Q (8402.830000 sec): 3 clusters
  Score: Raw -3699687.412379 + Penalty 4939.155966 = -3694748.256413
  nChanged 311
		SP:Iteration 13Q (8403.100000 sec): 3 clusters
  Score: Raw -3699967.892547 + Penalty 4939.155966 = -3695028.736581
  nChanged 199
		SP:Iteration 14Q (8403.440000 sec): 3 clusters
  Score: Raw -3700152.289858 + Penalty 4939.155966 = -3695213.133892
  nChanged 132
		SP:Iteration 15Q (8403.720000 sec): 3 clusters
  Score: Raw -3700251.181285 + Penalty 4939.155966 = -3695312.025319
  nChanged 85
		SP:Iteration 16Q (8404.000000 sec): 3 clusters
  Score: Raw -3700312.229951 + Penalty 4939.155966 = -3695373.073985
  nChanged 70
		SP:Iteration 17Q (8404.330000 sec): 3 clusters
  Score: Raw -3700357.790306 + Penalty 4939.155966 = -3695418.634340
  nChanged 49
		SP:Iteration 18Q (8404.650000 sec): 3 clusters
  Score: Raw -3700386.330855 + Penalty 4939.155966 = -3695447.174889
  nChanged 26
		SP:Iteration 19Q (8404.930000 sec): 3 clusters
  Score: Raw -3700402.525398 + Penalty 4939.155966 = -3695463.369432
  nChanged 27
		SP:Iteration 20F (8405.200000 sec): 3 clusters
  Score: Raw -3700422.205429 + Penalty 4939.155966 = -3695483.049464
  nChanged 22
		SP:Iteration 21Q (8405.530000 sec): 3 clusters
  Score: Raw -3700437.846151 + Penalty 4939.155966 = -3695498.690185
  nChanged 26
		SP:Iteration 22Q (8405.820000 sec): 3 clusters
  Score: Raw -3700453.132728 + Penalty 4939.155966 = -3695513.976762
  nChanged 12
		SP:Iteration 23Q (8406.110000 sec): 3 clusters
  Score: Raw -3700459.776851 + Penalty 4939.155966 = -3695520.620885
  nChanged 13
		SP:Iteration 24Q (8406.430000 sec): 3 clusters
  Score: Raw -3700466.338641 + Penalty 4939.155966 = -3695527.182675
  nChanged 5
		SP:Iteration 25Q (8406.760000 sec): 3 clusters
  Score: Raw -3700468.304694 + Penalty 4939.155966 = -3695529.148728
  nChanged 3
		SP:Iteration 26Q (8407.030000 sec): 3 clusters
  Score: Raw -3700471.370030 + Penalty 4939.155966 = -3695532.214064
  nChanged 4
		SP:Iteration 27Q (8407.370000 sec): 3 clusters
  Score: Raw -3700473.825587 + Penalty 4939.155966 = -3695534.669621
  nChanged 2
		SP:Iteration 28Q (8407.680000 sec): 3 clusters
  Score: Raw -3700474.862236 + Penalty 4939.155966 = -3695535.706270
  nChanged 6
		SP:Iteration 29Q (8408.000000 sec): 3 clusters
  Score: Raw -3700479.106434 + Penalty 4939.155966 = -3695539.950468
  nChanged 6
		SP:Iteration 30Q (8408.280000 sec): 3 clusters
  Score: Raw -3700481.773451 + Penalty 4939.155966 = -3695542.617485
  nChanged 4
		SP:Iteration 31Q (8408.600000 sec): 3 clusters
  Score: Raw -3700484.030136 + Penalty 4939.155966 = -3695544.874170
  nChanged 7
		SP:Iteration 32Q (8408.960000 sec): 3 clusters
  Score: Raw -3700489.071810 + Penalty 4939.155966 = -3695549.915844
  nChanged 5
		SP:Iteration 33Q (8409.270000 sec): 3 clusters
  Score: Raw -3700492.405880 + Penalty 4939.155966 = -3695553.249914
  nChanged 8
		SP:Iteration 34Q (8409.560000 sec): 3 clusters
  Score: Raw -3700497.940012 + Penalty 4939.155966 = -3695558.784046
  nChanged 7
		SP:Iteration 35Q (8409.900000 sec): 3 clusters
  Score: Raw -3700500.476955 + Penalty 4939.155966 = -3695561.320989
  nChanged 3
		SP:Iteration 36Q (8410.220000 sec): 3 clusters
  Score: Raw -3700502.454472 + Penalty 4939.155966 = -3695563.298506
  nChanged 2
		SP:Iteration 37Q (8410.570000 sec): 3 clusters
  Score: Raw -3700503.113619 + Penalty 4939.155966 = -3695563.957653
  nChanged 1
		SP:Iteration 38Q (8410.840000 sec): 3 clusters
  Score: Raw -3700503.411774 + Penalty 4939.155966 = -3695564.255808
  nChanged 1
		SP:Iteration 39Q (8411.060000 sec): 3 clusters
  Score: Raw -3700504.064735 + Penalty 4939.155966 = -3695564.908769
  nChanged 0
		SP:Iteration 40F (8411.350000 sec): 3 clusters
  Score: Raw -3700504.064735 + Penalty 4939.155966 = -3695564.908769
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8411.440000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8411.620000 sec): 3 clusters
  Score: Raw -38496.855343 + Penalty 2740.624658 = -35756.230685
  nChanged 42
		SP:Iteration 1F (8411.760000 sec): 3 clusters
  Score: Raw -38800.593199 + Penalty 2740.624658 = -36059.968541
  nChanged 19
		SP:Iteration 2F (8411.960000 sec): 3 clusters
  Score: Raw -38898.947084 + Penalty 2740.624658 = -36158.322426
  nChanged 3
		SP:Iteration 3Q (8412.090000 sec): 3 clusters
  Score: Raw -38914.929235 + Penalty 2740.624658 = -36174.304578
  nChanged 2
		SP:Iteration 4Q (8412.250000 sec): 3 clusters
  Score: Raw -38942.177279 + Penalty 2740.624658 = -36201.552621
  nChanged 2
		SP:Iteration 5Q (8412.450000 sec): 3 clusters
  Score: Raw -38950.118583 + Penalty 2740.624658 = -36209.493925
  nChanged 1
		SP:Iteration 6Q (8412.600000 sec): 3 clusters
  Score: Raw -38957.882976 + Penalty 2740.624658 = -36217.258318
  nChanged 0
		SP:Iteration 7F (8412.760000 sec): 3 clusters
  Score: Raw -38957.882976 + Penalty 2740.624658 = -36217.258318
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8412.820000 sec): 2 clusters
  Score: Raw -109996.850400 + Penalty 1598.931854 = -108397.918546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8412.980000 sec): 3 clusters
  Score: Raw -109965.010714 + Penalty 3197.863708 = -106767.147006
  nChanged 119
		SP:Iteration 1F (8413.140000 sec): 3 clusters
  Score: Raw -110200.878747 + Penalty 3197.863708 = -107003.015039
  nChanged 41
		SP:Iteration 2F (8413.260000 sec): 3 clusters
  Score: Raw -110305.973625 + Penalty 3197.863708 = -107108.109917
  nChanged 25
		SP:Iteration 3Q (8413.440000 sec): 3 clusters
  Score: Raw -110368.570122 + Penalty 3197.863708 = -107170.706414
  nChanged 18
		SP:Iteration 4Q (8413.640000 sec): 3 clusters
  Score: Raw -110399.267125 + Penalty 3197.863708 = -107201.403417
  nChanged 13
		SP:Iteration 5Q (8413.760000 sec): 3 clusters
  Score: Raw -110421.100300 + Penalty 3197.863708 = -107223.236592
  nChanged 7
		SP:Iteration 6Q (8413.930000 sec): 3 clusters
  Score: Raw -110433.163427 + Penalty 3197.863708 = -107235.299719
  nChanged 6
		SP:Iteration 7Q (8414.090000 sec): 3 clusters
  Score: Raw -110445.957254 + Penalty 3197.863708 = -107248.093547
  nChanged 2
		SP:Iteration 8Q (8414.260000 sec): 3 clusters
  Score: Raw -110447.652246 + Penalty 3197.863708 = -107249.788538
  nChanged 5
		SP:Iteration 9Q (8414.420000 sec): 3 clusters
  Score: Raw -110454.671158 + Penalty 3197.863708 = -107256.807451
  nChanged 6
		SP:Iteration 10Q (8414.580000 sec): 3 clusters
  Score: Raw -110464.027813 + Penalty 3197.863708 = -107266.164105
  nChanged 3
		SP:Iteration 11Q (8414.740000 sec): 3 clusters
  Score: Raw -110469.202668 + Penalty 3197.863708 = -107271.338960
  nChanged 3
		SP:Iteration 12Q (8414.910000 sec): 3 clusters
  Score: Raw -110471.662862 + Penalty 3197.863708 = -107273.799154
  nChanged 1
		SP:Iteration 13Q (8415.080000 sec): 3 clusters
  Score: Raw -110472.123495 + Penalty 3197.863708 = -107274.259787
  nChanged 0
		SP:Iteration 14F (8415.170000 sec): 3 clusters
  Score: Raw -110472.123495 + Penalty 3197.863708 = -107274.259787
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8415.220000 sec): 2 clusters
  Score: Raw -67579.977826 + Penalty 1569.328322 = -66010.649504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8415.330000 sec): 3 clusters
  Score: Raw -67638.597602 + Penalty 3138.656645 = -64499.940958
  nChanged 118
		SP:Iteration 1F (8415.460000 sec): 3 clusters
  Score: Raw -67913.583802 + Penalty 3138.656645 = -64774.927157
  nChanged 65
		SP:Iteration 2F (8415.590000 sec): 3 clusters
  Score: Raw -68153.806327 + Penalty 3138.656645 = -65015.149683
  nChanged 40
		SP:Iteration 3F (8415.730000 sec): 3 clusters
  Score: Raw -68328.128823 + Penalty 3138.656645 = -65189.472178
  nChanged 21
		SP:Iteration 4Q (8415.880000 sec): 3 clusters
  Score: Raw -68433.340591 + Penalty 3138.656645 = -65294.683946
  nChanged 18
		SP:Iteration 5Q (8416.020000 sec): 3 clusters
  Score: Raw -68538.409097 + Penalty 3138.656645 = -65399.752452
  nChanged 15
		SP:Iteration 6Q (8416.160000 sec): 3 clusters
  Score: Raw -68652.951140 + Penalty 3138.656645 = -65514.294495
  nChanged 9
		SP:Iteration 7Q (8416.310000 sec): 3 clusters
  Score: Raw -68698.493577 + Penalty 3138.656645 = -65559.836932
  nChanged 5
		SP:Iteration 8Q (8416.460000 sec): 3 clusters
  Score: Raw -68715.805691 + Penalty 3138.656645 = -65577.149046
  nChanged 2
		SP:Iteration 9Q (8416.660000 sec): 3 clusters
  Score: Raw -68723.781695 + Penalty 3138.656645 = -65585.125050
  nChanged 5
		SP:Iteration 10Q (8416.800000 sec): 3 clusters
  Score: Raw -68736.721252 + Penalty 3138.656645 = -65598.064607
  nChanged 5
		SP:Iteration 11Q (8416.960000 sec): 3 clusters
  Score: Raw -68763.628308 + Penalty 3138.656645 = -65624.971663
  nChanged 4
		SP:Iteration 12Q (8417.100000 sec): 3 clusters
  Score: Raw -68777.210771 + Penalty 3138.656645 = -65638.554126
  nChanged 3
		SP:Iteration 13Q (8417.240000 sec): 3 clusters
  Score: Raw -68789.240362 + Penalty 3138.656645 = -65650.583717
  nChanged 2
		SP:Iteration 14Q (8417.380000 sec): 3 clusters
  Score: Raw -68795.501454 + Penalty 3138.656645 = -65656.844809
  nChanged 2
		SP:Iteration 15Q (8417.520000 sec): 3 clusters
  Score: Raw -68799.515232 + Penalty 3138.656645 = -65660.858587
  nChanged 1
		SP:Iteration 16Q (8417.660000 sec): 3 clusters
  Score: Raw -68802.728267 + Penalty 3138.656645 = -65664.071622
  nChanged 1
		SP:Iteration 17Q (8417.810000 sec): 3 clusters
  Score: Raw -68804.979301 + Penalty 3138.656645 = -65666.322656
  nChanged 0
		SP:Iteration 18F (8417.950000 sec): 3 clusters
  Score: Raw -68804.979301 + Penalty 3138.656645 = -65666.322656
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8418.010000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8418.150000 sec): 3 clusters
  Score: Raw -29601.753924 + Penalty 2632.900778 = -26968.853146
  nChanged 16
		SP:Iteration 1F (8418.260000 sec): 3 clusters
  Score: Raw -29670.727180 + Penalty 2632.900778 = -27037.826402
  nChanged 2
		SP:Iteration 2Q (8418.440000 sec): 3 clusters
  Score: Raw -29683.176403 + Penalty 2632.900778 = -27050.275625
  nChanged 0
		SP:Iteration 3F (8418.620000 sec): 3 clusters
  Score: Raw -29683.176403 + Penalty 2632.900778 = -27050.275625
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8418.730000 sec): 2 clusters
  Score: Raw -252710.998972 + Penalty 1824.040476 = -250886.958496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8418.850000 sec): 3 clusters
  Score: Raw -252266.396203 + Penalty 3648.080953 = -248618.315250
  nChanged 497
		SP:Iteration 1F (8419.040000 sec): 3 clusters
  Score: Raw -252836.497230 + Penalty 3648.080953 = -249188.416277
  nChanged 148
		SP:Iteration 2F (8419.190000 sec): 3 clusters
  Score: Raw -253131.331307 + Penalty 3648.080953 = -249483.250354
  nChanged 108
		SP:Iteration 3F (8419.300000 sec): 3 clusters
  Score: Raw -253292.984443 + Penalty 3648.080953 = -249644.903490
  nChanged 68
		SP:Iteration 4Q (8419.460000 sec): 3 clusters
  Score: Raw -253400.066361 + Penalty 3648.080953 = -249751.985408
  nChanged 65
		SP:Iteration 5Q (8419.620000 sec): 3 clusters
  Score: Raw -253519.568509 + Penalty 3648.080953 = -249871.487556
  nChanged 56
		SP:Iteration 6Q (8419.780000 sec): 3 clusters
  Score: Raw -253624.252574 + Penalty 3648.080953 = -249976.171621
  nChanged 54
		SP:Iteration 7Q (8419.940000 sec): 3 clusters
  Score: Raw -253714.429354 + Penalty 3648.080953 = -250066.348401
  nChanged 42
		SP:Iteration 8Q (8420.110000 sec): 3 clusters
  Score: Raw -253782.259080 + Penalty 3648.080953 = -250134.178127
  nChanged 39
		SP:Iteration 9Q (8420.280000 sec): 3 clusters
  Score: Raw -253832.557701 + Penalty 3648.080953 = -250184.476748
  nChanged 35
		SP:Iteration 10Q (8420.410000 sec): 3 clusters
  Score: Raw -253890.678698 + Penalty 3648.080953 = -250242.597745
  nChanged 35
		SP:Iteration 11Q (8420.560000 sec): 3 clusters
  Score: Raw -253956.591644 + Penalty 3648.080953 = -250308.510691
  nChanged 27
		SP:Iteration 12Q (8420.710000 sec): 3 clusters
  Score: Raw -254009.620206 + Penalty 3648.080953 = -250361.539253
  nChanged 30
		SP:Iteration 13Q (8420.870000 sec): 3 clusters
  Score: Raw -254042.623159 + Penalty 3648.080953 = -250394.542206
  nChanged 17
		SP:Iteration 14Q (8421.030000 sec): 3 clusters
  Score: Raw -254058.978063 + Penalty 3648.080953 = -250410.897110
  nChanged 17
		SP:Iteration 15Q (8421.190000 sec): 3 clusters
  Score: Raw -254082.269651 + Penalty 3648.080953 = -250434.188698
  nChanged 16
		SP:Iteration 16Q (8421.350000 sec): 3 clusters
  Score: Raw -254102.144188 + Penalty 3648.080953 = -250454.063235
  nChanged 17
		SP:Iteration 17Q (8421.510000 sec): 3 clusters
  Score: Raw -254126.797929 + Penalty 3648.080953 = -250478.716977
  nChanged 14
		SP:Iteration 18Q (8421.680000 sec): 3 clusters
  Score: Raw -254153.254562 + Penalty 3648.080953 = -250505.173609
  nChanged 17
		SP:Iteration 19Q (8421.850000 sec): 3 clusters
  Score: Raw -254189.993725 + Penalty 3648.080953 = -250541.912772
  nChanged 21
		SP:Iteration 20F (8422.030000 sec): 3 clusters
  Score: Raw -254240.736783 + Penalty 3648.080953 = -250592.655830
  nChanged 21
		SP:Iteration 21Q (8422.190000 sec): 3 clusters
  Score: Raw -254309.685130 + Penalty 3648.080953 = -250661.604177
  nChanged 24
		SP:Iteration 22Q (8422.350000 sec): 3 clusters
  Score: Raw -254364.508745 + Penalty 3648.080953 = -250716.427792
  nChanged 17
		SP:Iteration 23Q (8422.510000 sec): 3 clusters
  Score: Raw -254406.829243 + Penalty 3648.080953 = -250758.748290
  nChanged 14
		SP:Iteration 24Q (8422.670000 sec): 3 clusters
  Score: Raw -254422.078643 + Penalty 3648.080953 = -250773.997690
  nChanged 13
		SP:Iteration 25Q (8422.830000 sec): 3 clusters
  Score: Raw -254437.664155 + Penalty 3648.080953 = -250789.583202
  nChanged 7
		SP:Iteration 26Q (8422.990000 sec): 3 clusters
  Score: Raw -254445.358205 + Penalty 3648.080953 = -250797.277253
  nChanged 5
		SP:Iteration 27Q (8423.150000 sec): 3 clusters
  Score: Raw -254448.767179 + Penalty 3648.080953 = -250800.686226
  nChanged 1
		SP:Iteration 28Q (8423.320000 sec): 3 clusters
  Score: Raw -254449.230369 + Penalty 3648.080953 = -250801.149416
  nChanged 0
		SP:Iteration 29F (8423.470000 sec): 3 clusters
  Score: Raw -254449.230369 + Penalty 3648.080953 = -250801.149416
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8423.570000 sec): 2 clusters
  Score: Raw -164230.850672 + Penalty 1707.098721 = -162523.751951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8423.710000 sec): 3 clusters
  Score: Raw -164021.741702 + Penalty 3414.197443 = -160607.544259
  nChanged 260
		SP:Iteration 1F (8423.880000 sec): 3 clusters
  Score: Raw -164345.103080 + Penalty 3414.197443 = -160930.905637
  nChanged 59
		SP:Iteration 2F (8424.010000 sec): 3 clusters
  Score: Raw -164443.394101 + Penalty 3414.197443 = -161029.196658
  nChanged 31
		SP:Iteration 3Q (8424.180000 sec): 3 clusters
  Score: Raw -164483.626736 + Penalty 3414.197443 = -161069.429293
  nChanged 14
		SP:Iteration 4Q (8424.330000 sec): 3 clusters
  Score: Raw -164513.629256 + Penalty 3414.197443 = -161099.431814
  nChanged 15
		SP:Iteration 5Q (8424.490000 sec): 3 clusters
  Score: Raw -164528.261399 + Penalty 3414.197443 = -161114.063956
  nChanged 6
		SP:Iteration 6Q (8424.650000 sec): 3 clusters
  Score: Raw -164535.698120 + Penalty 3414.197443 = -161121.500677
  nChanged 9
		SP:Iteration 7Q (8424.810000 sec): 3 clusters
  Score: Raw -164547.891628 + Penalty 3414.197443 = -161133.694186
  nChanged 7
		SP:Iteration 8Q (8424.970000 sec): 3 clusters
  Score: Raw -164555.891151 + Penalty 3414.197443 = -161141.693708
  nChanged 6
		SP:Iteration 9Q (8425.130000 sec): 3 clusters
  Score: Raw -164562.948859 + Penalty 3414.197443 = -161148.751416
  nChanged 6
		SP:Iteration 10Q (8425.300000 sec): 3 clusters
  Score: Raw -164573.685814 + Penalty 3414.197443 = -161159.488371
  nChanged 4
		SP:Iteration 11Q (8425.440000 sec): 3 clusters
  Score: Raw -164577.409476 + Penalty 3414.197443 = -161163.212034
  nChanged 1
		SP:Iteration 12Q (8425.600000 sec): 3 clusters
  Score: Raw -164578.569794 + Penalty 3414.197443 = -161164.372351
  nChanged 0
		SP:Iteration 13F (8425.800000 sec): 3 clusters
  Score: Raw -164578.569794 + Penalty 3414.197443 = -161164.372351
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8425.860000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8426.010000 sec): 3 clusters
  Score: Raw -76320.164245 + Penalty 3063.230166 = -73256.934079
  nChanged 87
		SP:Iteration 1F (8426.160000 sec): 3 clusters
  Score: Raw -76505.584613 + Penalty 3063.230166 = -73442.354447
  nChanged 28
		SP:Iteration 2F (8426.310000 sec): 3 clusters
  Score: Raw -76577.329783 + Penalty 3063.230166 = -73514.099617
  nChanged 14
		SP:Iteration 3Q (8426.450000 sec): 3 clusters
  Score: Raw -76615.513558 + Penalty 3063.230166 = -73552.283392
  nChanged 4
		SP:Iteration 4Q (8426.590000 sec): 3 clusters
  Score: Raw -76635.252858 + Penalty 3063.230166 = -73572.022692
  nChanged 9
		SP:Iteration 5Q (8426.700000 sec): 3 clusters
  Score: Raw -76661.336091 + Penalty 3063.230166 = -73598.105925
  nChanged 3
		SP:Iteration 6Q (8426.840000 sec): 3 clusters
  Score: Raw -76670.091396 + Penalty 3063.230166 = -73606.861230
  nChanged 1
		SP:Iteration 7Q (8427.010000 sec): 3 clusters
  Score: Raw -76672.833793 + Penalty 3063.230166 = -73609.603627
  nChanged 0
		SP:Iteration 8F (8427.150000 sec): 3 clusters
  Score: Raw -76672.833793 + Penalty 3063.230166 = -73609.603627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8427.230000 sec): 2 clusters
  Score: Raw -34856.469177 + Penalty 1349.719592 = -33506.749585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8427.410000 sec): 3 clusters
  Score: Raw -35093.184937 + Penalty 2699.439184 = -32393.745753
  nChanged 23
		SP:Iteration 1F (8427.560000 sec): 3 clusters
  Score: Raw -35209.130699 + Penalty 2699.439184 = -32509.691515
  nChanged 4
		SP:Iteration 2Q (8427.710000 sec): 3 clusters
  Score: Raw -35225.397871 + Penalty 2699.439184 = -32525.958686
  nChanged 1
		SP:Iteration 3Q (8427.850000 sec): 3 clusters
  Score: Raw -35232.040254 + Penalty 2699.439184 = -32532.601069
  nChanged 1
		SP:Iteration 4Q (8428.000000 sec): 3 clusters
  Score: Raw -35243.035533 + Penalty 2699.439184 = -32543.596348
  nChanged 1
		SP:Iteration 5Q (8428.150000 sec): 3 clusters
  Score: Raw -35246.631917 + Penalty 2699.439184 = -32547.192732
  nChanged 0
		SP:Iteration 6F (8428.310000 sec): 3 clusters
  Score: Raw -35246.631917 + Penalty 2699.439184 = -32547.192732
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8428.370000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8428.530000 sec): 3 clusters
  Score: Raw -39878.028434 + Penalty 2769.414169 = -37108.614265
  nChanged 24
		SP:Iteration 1F (8428.690000 sec): 3 clusters
  Score: Raw -39941.780209 + Penalty 2769.414169 = -37172.366040
  nChanged 7
		SP:Iteration 2Q (8428.830000 sec): 3 clusters
  Score: Raw -39977.979402 + Penalty 2769.414169 = -37208.565232
  nChanged 5
		SP:Iteration 3Q (8429.040000 sec): 3 clusters
  Score: Raw -40011.536768 + Penalty 2769.414169 = -37242.122599
  nChanged 9
		SP:Iteration 4Q (8429.160000 sec): 3 clusters
  Score: Raw -40075.322513 + Penalty 2769.414169 = -37305.908344
  nChanged 6
		SP:Iteration 5Q (8429.290000 sec): 3 clusters
  Score: Raw -40101.713619 + Penalty 2769.414169 = -37332.299450
  nChanged 4
		SP:Iteration 6Q (8429.440000 sec): 3 clusters
  Score: Raw -40118.607208 + Penalty 2769.414169 = -37349.193038
  nChanged 2
		SP:Iteration 7Q (8429.600000 sec): 3 clusters
  Score: Raw -40127.005278 + Penalty 2769.414169 = -37357.591109
  nChanged 4
		SP:Iteration 8Q (8429.760000 sec): 3 clusters
  Score: Raw -40140.246485 + Penalty 2769.414169 = -37370.832316
  nChanged 1
		SP:Iteration 9Q (8429.920000 sec): 3 clusters
  Score: Raw -40141.942600 + Penalty 2769.414169 = -37372.528430
  nChanged 0
		SP:Iteration 10F (8430.080000 sec): 3 clusters
  Score: Raw -40141.942600 + Penalty 2769.414169 = -37372.528430
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8430.150000 sec): 2 clusters
  Score: Raw -390908.882837 + Penalty 1925.966284 = -388982.916554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8430.310000 sec): 3 clusters
  Score: Raw -390050.675294 + Penalty 3851.932567 = -386198.742727
  nChanged 790
		SP:Iteration 1F (8430.510000 sec): 3 clusters
  Score: Raw -390694.076712 + Penalty 3851.932567 = -386842.144144
  nChanged 204
		SP:Iteration 2F (8430.650000 sec): 3 clusters
  Score: Raw -390932.171787 + Penalty 3851.932567 = -387080.239219
  nChanged 160
		SP:Iteration 3F (8430.820000 sec): 3 clusters
  Score: Raw -391192.937245 + Penalty 3851.932567 = -387341.004678
  nChanged 155
		SP:Iteration 4F (8431.020000 sec): 3 clusters
  Score: Raw -391529.488715 + Penalty 3851.932567 = -387677.556148
  nChanged 146
		SP:Iteration 5F (8431.170000 sec): 3 clusters
  Score: Raw -391801.153670 + Penalty 3851.932567 = -387949.221103
  nChanged 107
		SP:Iteration 6Q (8431.360000 sec): 3 clusters
  Score: Raw -391973.923169 + Penalty 3851.932567 = -388121.990602
  nChanged 68
		SP:Iteration 7Q (8431.520000 sec): 3 clusters
  Score: Raw -392040.018096 + Penalty 3851.932567 = -388188.085529
  nChanged 41
		SP:Iteration 8Q (8431.680000 sec): 3 clusters
  Score: Raw -392078.446564 + Penalty 3851.932567 = -388226.513996
  nChanged 30
		SP:Iteration 9Q (8431.840000 sec): 3 clusters
  Score: Raw -392108.150780 + Penalty 3851.932567 = -388256.218212
  nChanged 19
		SP:Iteration 10Q (8432.000000 sec): 3 clusters
  Score: Raw -392124.039388 + Penalty 3851.932567 = -388272.106820
  nChanged 12
		SP:Iteration 11Q (8432.180000 sec): 3 clusters
  Score: Raw -392133.268874 + Penalty 3851.932567 = -388281.336307
  nChanged 10
		SP:Iteration 12Q (8432.390000 sec): 3 clusters
  Score: Raw -392139.538414 + Penalty 3851.932567 = -388287.605846
  nChanged 8
		SP:Iteration 13Q (8432.580000 sec): 3 clusters
  Score: Raw -392151.090332 + Penalty 3851.932567 = -388299.157765
  nChanged 12
		SP:Iteration 14Q (8432.740000 sec): 3 clusters
  Score: Raw -392163.449212 + Penalty 3851.932567 = -388311.516644
  nChanged 9
		SP:Iteration 15Q (8432.880000 sec): 3 clusters
  Score: Raw -392167.750896 + Penalty 3851.932567 = -388315.818329
  nChanged 4
		SP:Iteration 16Q (8433.040000 sec): 3 clusters
  Score: Raw -392169.940632 + Penalty 3851.932567 = -388318.008065
  nChanged 4
		SP:Iteration 17Q (8433.200000 sec): 3 clusters
  Score: Raw -392174.239364 + Penalty 3851.932567 = -388322.306797
  nChanged 5
		SP:Iteration 18Q (8433.360000 sec): 3 clusters
  Score: Raw -392176.686512 + Penalty 3851.932567 = -388324.753945
  nChanged 3
		SP:Iteration 19Q (8433.520000 sec): 3 clusters
  Score: Raw -392180.100580 + Penalty 3851.932567 = -388328.168013
  nChanged 4
		SP:Iteration 20F (8433.680000 sec): 3 clusters
  Score: Raw -392182.300483 + Penalty 3851.932567 = -388330.367915
  nChanged 5
		SP:Iteration 21Q (8433.850000 sec): 3 clusters
  Score: Raw -392185.214978 + Penalty 3851.932567 = -388333.282410
  nChanged 3
		SP:Iteration 22Q (8434.000000 sec): 3 clusters
  Score: Raw -392186.960254 + Penalty 3851.932567 = -388335.027687
  nChanged 5
		SP:Iteration 23Q (8434.190000 sec): 3 clusters
  Score: Raw -392189.745540 + Penalty 3851.932567 = -388337.812973
  nChanged 4
		SP:Iteration 24Q (8434.370000 sec): 3 clusters
  Score: Raw -392191.687184 + Penalty 3851.932567 = -388339.754617
  nChanged 4
		SP:Iteration 25Q (8434.500000 sec): 3 clusters
  Score: Raw -392193.530714 + Penalty 3851.932567 = -388341.598147
  nChanged 1
		SP:Iteration 26Q (8434.620000 sec): 3 clusters
  Score: Raw -392193.937998 + Penalty 3851.932567 = -388342.005430
  nChanged 1
		SP:Iteration 27Q (8434.740000 sec): 3 clusters
  Score: Raw -392194.375070 + Penalty 3851.932567 = -388342.442502
  nChanged 0
		SP:Iteration 28F (8434.880000 sec): 3 clusters
  Score: Raw -392194.375070 + Penalty 3851.932567 = -388342.442502
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8434.980000 sec): 2 clusters
  Score: Raw -76720.693514 + Penalty 1523.758037 = -75196.935477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8435.130000 sec): 3 clusters
  Score: Raw -76751.609523 + Penalty 3047.516075 = -73704.093448
  nChanged 71
		SP:Iteration 1F (8435.250000 sec): 3 clusters
  Score: Raw -76884.720237 + Penalty 3047.516075 = -73837.204163
  nChanged 17
		SP:Iteration 2Q (8435.370000 sec): 3 clusters
  Score: Raw -76923.778139 + Penalty 3047.516075 = -73876.262064
  nChanged 7
		SP:Iteration 3Q (8435.540000 sec): 3 clusters
  Score: Raw -76933.347771 + Penalty 3047.516075 = -73885.831697
  nChanged 6
		SP:Iteration 4Q (8435.640000 sec): 3 clusters
  Score: Raw -76943.018448 + Penalty 3047.516075 = -73895.502373
  nChanged 3
		SP:Iteration 5Q (8435.790000 sec): 3 clusters
  Score: Raw -76956.126575 + Penalty 3047.516075 = -73908.610501
  nChanged 4
		SP:Iteration 6Q (8435.950000 sec): 3 clusters
  Score: Raw -76962.615697 + Penalty 3047.516075 = -73915.099623
  nChanged 1
		SP:Iteration 7Q (8436.060000 sec): 3 clusters
  Score: Raw -76964.139640 + Penalty 3047.516075 = -73916.623565
  nChanged 0
		SP:Iteration 8F (8436.220000 sec): 3 clusters
  Score: Raw -76964.139640 + Penalty 3047.516075 = -73916.623565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8436.320000 sec): 2 clusters
  Score: Raw -651192.999811 + Penalty 2036.380418 = -649156.619394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8436.470000 sec): 3 clusters
  Score: Raw -649610.768564 + Penalty 4072.760835 = -645538.007728
  nChanged 1323
		SP:Iteration 1F (8436.630000 sec): 3 clusters
  Score: Raw -650412.738049 + Penalty 4072.760835 = -646339.977214
  nChanged 263
		SP:Iteration 2F (8436.790000 sec): 3 clusters
  Score: Raw -650591.172507 + Penalty 4072.760835 = -646518.411671
  nChanged 178
		SP:Iteration 3Q (8436.950000 sec): 3 clusters
  Score: Raw -650713.250464 + Penalty 4072.760835 = -646640.489629
  nChanged 135
		SP:Iteration 4Q (8437.110000 sec): 3 clusters
  Score: Raw -650796.831345 + Penalty 4072.760835 = -646724.070510
  nChanged 109
		SP:Iteration 5Q (8437.300000 sec): 3 clusters
  Score: Raw -650868.377249 + Penalty 4072.760835 = -646795.616414
  nChanged 97
		SP:Iteration 6Q (8437.470000 sec): 3 clusters
  Score: Raw -650925.649100 + Penalty 4072.760835 = -646852.888265
  nChanged 92
		SP:Iteration 7Q (8437.640000 sec): 3 clusters
  Score: Raw -650983.549373 + Penalty 4072.760835 = -646910.788537
  nChanged 85
		SP:Iteration 8Q (8437.810000 sec): 3 clusters
  Score: Raw -651040.066080 + Penalty 4072.760835 = -646967.305245
  nChanged 81
		SP:Iteration 9Q (8437.970000 sec): 3 clusters
  Score: Raw -651100.949846 + Penalty 4072.760835 = -647028.189011
  nChanged 91
		SP:Iteration 10Q (8438.130000 sec): 3 clusters
  Score: Raw -651158.007672 + Penalty 4072.760835 = -647085.246836
  nChanged 85
		SP:Iteration 11Q (8438.290000 sec): 3 clusters
  Score: Raw -651221.140478 + Penalty 4072.760835 = -647148.379642
  nChanged 81
		SP:Iteration 12Q (8438.450000 sec): 3 clusters
  Score: Raw -651273.727701 + Penalty 4072.760835 = -647200.966866
  nChanged 69
		SP:Iteration 13Q (8438.600000 sec): 3 clusters
  Score: Raw -651315.464807 + Penalty 4072.760835 = -647242.703972
  nChanged 47
		SP:Iteration 14Q (8438.760000 sec): 3 clusters
  Score: Raw -651342.931889 + Penalty 4072.760835 = -647270.171053
  nChanged 46
		SP:Iteration 15Q (8438.920000 sec): 3 clusters
  Score: Raw -651371.963253 + Penalty 4072.760835 = -647299.202417
  nChanged 41
		SP:Iteration 16Q (8439.120000 sec): 3 clusters
  Score: Raw -651394.249682 + Penalty 4072.760835 = -647321.488847
  nChanged 31
		SP:Iteration 17Q (8439.350000 sec): 3 clusters
  Score: Raw -651411.821194 + Penalty 4072.760835 = -647339.060359
  nChanged 33
		SP:Iteration 18Q (8439.450000 sec): 3 clusters
  Score: Raw -651429.653200 + Penalty 4072.760835 = -647356.892364
  nChanged 31
		SP:Iteration 19Q (8439.640000 sec): 3 clusters
  Score: Raw -651445.508767 + Penalty 4072.760835 = -647372.747931
  nChanged 37
		SP:Iteration 20F (8439.800000 sec): 3 clusters
  Score: Raw -651465.117028 + Penalty 4072.760835 = -647392.356192
  nChanged 36
		SP:Iteration 21Q (8439.940000 sec): 3 clusters
  Score: Raw -651485.205820 + Penalty 4072.760835 = -647412.444984
  nChanged 33
		SP:Iteration 22Q (8440.100000 sec): 3 clusters
  Score: Raw -651509.869876 + Penalty 4072.760835 = -647437.109041
  nChanged 29
		SP:Iteration 23Q (8440.260000 sec): 3 clusters
  Score: Raw -651531.154820 + Penalty 4072.760835 = -647458.393985
  nChanged 30
		SP:Iteration 24Q (8440.420000 sec): 3 clusters
  Score: Raw -651550.352796 + Penalty 4072.760835 = -647477.591961
  nChanged 22
		SP:Iteration 25Q (8440.580000 sec): 3 clusters
  Score: Raw -651561.629570 + Penalty 4072.760835 = -647488.868734
  nChanged 18
		SP:Iteration 26Q (8440.740000 sec): 3 clusters
  Score: Raw -651572.875318 + Penalty 4072.760835 = -647500.114483
  nChanged 26
		SP:Iteration 27Q (8440.900000 sec): 3 clusters
  Score: Raw -651589.286045 + Penalty 4072.760835 = -647516.525210
  nChanged 28
		SP:Iteration 28Q (8441.130000 sec): 3 clusters
  Score: Raw -651603.399579 + Penalty 4072.760835 = -647530.638744
  nChanged 23
		SP:Iteration 29Q (8441.240000 sec): 3 clusters
  Score: Raw -651619.735994 + Penalty 4072.760835 = -647546.975159
  nChanged 29
		SP:Iteration 30Q (8441.360000 sec): 3 clusters
  Score: Raw -651636.512355 + Penalty 4072.760835 = -647563.751520
  nChanged 14
		SP:Iteration 31Q (8441.490000 sec): 3 clusters
  Score: Raw -651644.746488 + Penalty 4072.760835 = -647571.985653
  nChanged 10
		SP:Iteration 32Q (8441.610000 sec): 3 clusters
  Score: Raw -651648.037073 + Penalty 4072.760835 = -647575.276237
  nChanged 4
		SP:Iteration 33Q (8441.740000 sec): 3 clusters
  Score: Raw -651649.973347 + Penalty 4072.760835 = -647577.212512
  nChanged 2
		SP:Iteration 34Q (8441.860000 sec): 3 clusters
  Score: Raw -651650.799091 + Penalty 4072.760835 = -647578.038256
  nChanged 3
		SP:Iteration 35Q (8441.990000 sec): 3 clusters
  Score: Raw -651652.117552 + Penalty 4072.760835 = -647579.356716
  nChanged 3
		SP:Iteration 36Q (8442.160000 sec): 3 clusters
  Score: Raw -651653.909017 + Penalty 4072.760835 = -647581.148182
  nChanged 3
		SP:Iteration 37Q (8442.340000 sec): 3 clusters
  Score: Raw -651655.522336 + Penalty 4072.760835 = -647582.761500
  nChanged 2
		SP:Iteration 38Q (8442.550000 sec): 3 clusters
  Score: Raw -651656.405156 + Penalty 4072.760835 = -647583.644320
  nChanged 2
		SP:Iteration 39Q (8442.710000 sec): 3 clusters
  Score: Raw -651657.147834 + Penalty 4072.760835 = -647584.386999
  nChanged 2
		SP:Iteration 40F (8442.890000 sec): 3 clusters
  Score: Raw -651659.320738 + Penalty 4072.760835 = -647586.559902
  nChanged 2
		SP:Iteration 41Q (8443.050000 sec): 3 clusters
  Score: Raw -651659.741848 + Penalty 4072.760835 = -647586.981013
  nChanged 1
		SP:Iteration 42Q (8443.200000 sec): 3 clusters
  Score: Raw -651660.394120 + Penalty 4072.760835 = -647587.633285
  nChanged 0
		SP:Iteration 43F (8443.370000 sec): 3 clusters
  Score: Raw -651660.394120 + Penalty 4072.760835 = -647587.633285
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8443.440000 sec): 2 clusters
  Score: Raw -203994.213595 + Penalty 1762.641518 = -202231.572078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8443.600000 sec): 3 clusters
  Score: Raw -203672.290155 + Penalty 3525.283035 = -200147.007120
  nChanged 331
		SP:Iteration 1F (8443.780000 sec): 3 clusters
  Score: Raw -203997.465629 + Penalty 3525.283035 = -200472.182593
  nChanged 73
		SP:Iteration 2F (8443.940000 sec): 3 clusters
  Score: Raw -204083.976028 + Penalty 3525.283035 = -200558.692993
  nChanged 39
		SP:Iteration 3Q (8444.080000 sec): 3 clusters
  Score: Raw -204134.280153 + Penalty 3525.283035 = -200608.997118
  nChanged 30
		SP:Iteration 4Q (8444.240000 sec): 3 clusters
  Score: Raw -204167.671517 + Penalty 3525.283035 = -200642.388482
  nChanged 26
		SP:Iteration 5Q (8444.400000 sec): 3 clusters
  Score: Raw -204194.185097 + Penalty 3525.283035 = -200668.902062
  nChanged 10
		SP:Iteration 6Q (8444.560000 sec): 3 clusters
  Score: Raw -204203.306937 + Penalty 3525.283035 = -200678.023901
  nChanged 3
		SP:Iteration 7Q (8444.720000 sec): 3 clusters
  Score: Raw -204205.368472 + Penalty 3525.283035 = -200680.085437
  nChanged 1
		SP:Iteration 8Q (8444.880000 sec): 3 clusters
  Score: Raw -204205.618025 + Penalty 3525.283035 = -200680.334990
  nChanged 0
		SP:Iteration 9F (8445.040000 sec): 3 clusters
  Score: Raw -204205.618025 + Penalty 3525.283035 = -200680.334990
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8445.120000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8445.300000 sec): 3 clusters
  Score: Raw -20954.174911 + Penalty 2458.090221 = -18496.084690
  nChanged 9
		SP:Iteration 1F (8445.420000 sec): 3 clusters
  Score: Raw -21003.102617 + Penalty 2458.090221 = -18545.012396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8445.480000 sec): 2 clusters
  Score: Raw -52989.773346 + Penalty 1430.543607 = -51559.229739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8445.650000 sec): 3 clusters
  Score: Raw -53131.725575 + Penalty 2861.087214 = -50270.638361
  nChanged 40
		SP:Iteration 1F (8445.830000 sec): 3 clusters
  Score: Raw -53244.077101 + Penalty 2861.087214 = -50382.989888
  nChanged 9
		SP:Iteration 2Q (8445.990000 sec): 3 clusters
  Score: Raw -53273.849975 + Penalty 2861.087214 = -50412.762761
  nChanged 3
		SP:Iteration 3Q (8446.150000 sec): 3 clusters
  Score: Raw -53282.071123 + Penalty 2861.087214 = -50420.983909
  nChanged 0
		SP:Iteration 4F (8446.310000 sec): 3 clusters
  Score: Raw -53282.071123 + Penalty 2861.087214 = -50420.983909
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8446.390000 sec): 2 clusters
  Score: Raw -19072.593341 + Penalty 1252.364290 = -17820.229051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8446.550000 sec): 3 clusters
  Score: Raw -19382.423530 + Penalty 2504.728580 = -16877.694951
  nChanged 13
		SP:Iteration 1F (8446.710000 sec): 3 clusters
  Score: Raw -19466.187069 + Penalty 2504.728580 = -16961.458489
  nChanged 2
		SP:Iteration 2Q (8446.870000 sec): 3 clusters
  Score: Raw -19481.237579 + Penalty 2504.728580 = -16976.509000
  nChanged 0
		SP:Iteration 3F (8447.080000 sec): 3 clusters
  Score: Raw -19481.237579 + Penalty 2504.728580 = -16976.509000
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8447.140000 sec): 2 clusters
  Score: Raw -151916.609068 + Penalty 1692.444670 = -150224.164398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8447.310000 sec): 3 clusters
  Score: Raw -151769.762560 + Penalty 3384.889340 = -148384.873220
  nChanged 246
		SP:Iteration 1F (8447.440000 sec): 3 clusters
  Score: Raw -152134.685492 + Penalty 3384.889340 = -148749.796152
  nChanged 81
		SP:Iteration 2F (8447.600000 sec): 3 clusters
  Score: Raw -152326.333989 + Penalty 3384.889340 = -148941.444649
  nChanged 66
		SP:Iteration 3F (8447.760000 sec): 3 clusters
  Score: Raw -152489.726549 + Penalty 3384.889340 = -149104.837209
  nChanged 55
		SP:Iteration 4F (8447.920000 sec): 3 clusters
  Score: Raw -152648.575460 + Penalty 3384.889340 = -149263.686120
  nChanged 51
		SP:Iteration 5F (8448.080000 sec): 3 clusters
  Score: Raw -152811.067612 + Penalty 3384.889340 = -149426.178272
  nChanged 43
		SP:Iteration 6Q (8448.240000 sec): 3 clusters
  Score: Raw -152906.003333 + Penalty 3384.889340 = -149521.113993
  nChanged 24
		SP:Iteration 7Q (8448.400000 sec): 3 clusters
  Score: Raw -152960.355995 + Penalty 3384.889340 = -149575.466655
  nChanged 19
		SP:Iteration 8Q (8448.610000 sec): 3 clusters
  Score: Raw -153001.003840 + Penalty 3384.889340 = -149616.114500
  nChanged 12
		SP:Iteration 9Q (8448.790000 sec): 3 clusters
  Score: Raw -153035.007068 + Penalty 3384.889340 = -149650.117728
  nChanged 15
		SP:Iteration 10Q (8448.910000 sec): 3 clusters
  Score: Raw -153067.142212 + Penalty 3384.889340 = -149682.252872
  nChanged 8
		SP:Iteration 11Q (8449.070000 sec): 3 clusters
  Score: Raw -153085.976541 + Penalty 3384.889340 = -149701.087201
  nChanged 10
		SP:Iteration 12Q (8449.230000 sec): 3 clusters
  Score: Raw -153099.194110 + Penalty 3384.889340 = -149714.304770
  nChanged 7
		SP:Iteration 13Q (8449.390000 sec): 3 clusters
  Score: Raw -153117.172515 + Penalty 3384.889340 = -149732.283174
  nChanged 9
		SP:Iteration 14Q (8449.550000 sec): 3 clusters
  Score: Raw -153155.621540 + Penalty 3384.889340 = -149770.732200
  nChanged 16
		SP:Iteration 15Q (8449.710000 sec): 3 clusters
  Score: Raw -153205.866062 + Penalty 3384.889340 = -149820.976722
  nChanged 18
		SP:Iteration 16Q (8449.870000 sec): 3 clusters
  Score: Raw -153258.131950 + Penalty 3384.889340 = -149873.242609
  nChanged 15
		SP:Iteration 17Q (8450.030000 sec): 3 clusters
  Score: Raw -153292.614539 + Penalty 3384.889340 = -149907.725198
  nChanged 16
		SP:Iteration 18Q (8450.190000 sec): 3 clusters
  Score: Raw -153332.808696 + Penalty 3384.889340 = -149947.919355
  nChanged 11
		SP:Iteration 19Q (8450.360000 sec): 3 clusters
  Score: Raw -153358.401512 + Penalty 3384.889340 = -149973.512172
  nChanged 10
		SP:Iteration 20F (8450.530000 sec): 3 clusters
  Score: Raw -153381.796019 + Penalty 3384.889340 = -149996.906678
  nChanged 7
		SP:Iteration 21Q (8450.670000 sec): 3 clusters
  Score: Raw -153398.934580 + Penalty 3384.889340 = -150014.045240
  nChanged 5
		SP:Iteration 22Q (8450.820000 sec): 3 clusters
  Score: Raw -153410.941677 + Penalty 3384.889340 = -150026.052337
  nChanged 2
		SP:Iteration 23Q (8450.980000 sec): 3 clusters
  Score: Raw -153417.150511 + Penalty 3384.889340 = -150032.261170
  nChanged 1
		SP:Iteration 24Q (8451.140000 sec): 3 clusters
  Score: Raw -153425.056548 + Penalty 3384.889340 = -150040.167208
  nChanged 1
		SP:Iteration 25Q (8451.300000 sec): 3 clusters
  Score: Raw -153427.226098 + Penalty 3384.889340 = -150042.336757
  nChanged 0
		SP:Iteration 26F (8451.460000 sec): 3 clusters
  Score: Raw -153427.226098 + Penalty 3384.889340 = -150042.336757
  nChanged 0
Iteration 179Q (8504.190000 sec): 57 clusters
  Score: Raw -91387704.672345 + Penalty 182698.023945 = -91205006.648400
  nChanged 110
Iteration 180F (8578.530000 sec): 57 clusters
  Score: Raw -91387993.393417 + Penalty 182698.023945 = -91205295.369472
  nChanged 144
Iteration 181Q (8627.040000 sec): 57 clusters
  Score: Raw -91388241.385223 + Penalty 182698.023945 = -91205543.361278
  nChanged 108
Iteration 182Q (8678.190000 sec): 57 clusters
  Score: Raw -91388338.679186 + Penalty 182698.023945 = -91205640.655241
  nChanged 63
Iteration 183Q (8726.540000 sec): 57 clusters
  Score: Raw -91388378.860403 + Penalty 182698.023945 = -91205680.836458
  nChanged 48
Iteration 184Q (8776.500000 sec): 57 clusters
  Score: Raw -91388399.015983 + Penalty 182698.023945 = -91205700.992039
  nChanged 30
Iteration 185Q (8827.730000 sec): 57 clusters
  Score: Raw -91388408.751801 + Penalty 182698.023945 = -91205710.727856
  nChanged 27
Iteration 186Q (8876.010000 sec): 57 clusters
  Score: Raw -91388419.426514 + Penalty 182698.023945 = -91205721.402570
  nChanged 20
Iteration 187Q (8927.410000 sec): 57 clusters
  Score: Raw -91388436.233344 + Penalty 182698.023945 = -91205738.209399
  nChanged 15
Iteration 188Q (8975.360000 sec): 57 clusters
  Score: Raw -91388450.288518 + Penalty 182698.023945 = -91205752.264573
  nChanged 13
Iteration 189Q (9021.570000 sec): 57 clusters
  Score: Raw -91388462.263427 + Penalty 182698.023945 = -91205764.239482
  nChanged 13
Iteration 190Q (9071.230000 sec): 57 clusters
  Score: Raw -91388468.126196 + Penalty 182698.023945 = -91205770.102251
  nChanged 20
Iteration 191Q (9118.720000 sec): 57 clusters
  Score: Raw -91388482.561938 + Penalty 182698.023945 = -91205784.537993
  nChanged 18
Iteration 192Q (9159.530000 sec): 57 clusters
  Score: Raw -91388490.404120 + Penalty 182698.023945 = -91205792.380175
  nChanged 10
Iteration 193Q (9206.380000 sec): 57 clusters
  Score: Raw -91388495.244760 + Penalty 182698.023945 = -91205797.220815
  nChanged 8
Iteration 194Q (9258.050000 sec): 57 clusters
  Score: Raw -91388497.207459 + Penalty 182698.023945 = -91205799.183514
  nChanged 6
Iteration 195Q (9308.010000 sec): 57 clusters
  Score: Raw -91388498.145618 + Penalty 182698.023945 = -91205800.121673
  nChanged 7
Iteration 196Q (9356.550000 sec): 57 clusters
  Score: Raw -91388499.738721 + Penalty 182698.023945 = -91205801.714776
  nChanged 10
Iteration 197Q (9406.680000 sec): 57 clusters
  Score: Raw -91388501.845775 + Penalty 182698.023945 = -91205803.821830
  nChanged 8
Iteration 198Q (9452.430000 sec): 57 clusters
  Score: Raw -91388503.614479 + Penalty 182698.023945 = -91205805.590534
  nChanged 7
Iteration 199Q (9502.160000 sec): 57 clusters
  Score: Raw -91388504.127051 + Penalty 182698.023945 = -91205806.103107
  nChanged 2
Iteration 200F (9580.650000 sec): 57 clusters
  Score: Raw -91388504.546896 + Penalty 182698.023945 = -91205806.522951
  nChanged 1
Iteration 201Q (9628.640000 sec): 57 clusters
  Score: Raw -91388504.594921 + Penalty 182698.023945 = -91205806.570976
  nChanged 0
Iteration 202F (9703.580000 sec): 57 clusters
  Score: Raw -91388504.594921 + Penalty 182698.023945 = -91205806.570976
  nChanged 0
Compute initial score before splitting:   Score: Raw -91388504.594921 + Penalty 182698.023945 = -91205806.570976
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9703.670000 sec): 2 clusters
  Score: Raw -47675.120678 + Penalty 1469.215438 = -46205.905240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9703.830000 sec): 3 clusters
  Score: Raw -47738.989167 + Penalty 2938.430876 = -44800.558292
  nChanged 66
		SP:Iteration 1F (9703.970000 sec): 3 clusters
  Score: Raw -47877.015737 + Penalty 2938.430876 = -44938.584861
  nChanged 14
		SP:Iteration 2Q (9704.110000 sec): 3 clusters
  Score: Raw -47957.476960 + Penalty 2938.430876 = -45019.046085
  nChanged 12
		SP:Iteration 3Q (9704.260000 sec): 3 clusters
  Score: Raw -48004.586000 + Penalty 2938.430876 = -45066.155125
  nChanged 14
		SP:Iteration 4Q (9704.450000 sec): 3 clusters
  Score: Raw -48091.821336 + Penalty 2938.430876 = -45153.390461
  nChanged 14
		SP:Iteration 5Q (9704.560000 sec): 3 clusters
  Score: Raw -48140.619335 + Penalty 2938.430876 = -45202.188460
  nChanged 7
		SP:Iteration 6Q (9704.770000 sec): 3 clusters
  Score: Raw -48160.494897 + Penalty 2938.430876 = -45222.064022
  nChanged 2
		SP:Iteration 7Q (9704.930000 sec): 3 clusters
  Score: Raw -48172.317222 + Penalty 2938.430876 = -45233.886346
  nChanged 2
		SP:Iteration 8Q (9705.100000 sec): 3 clusters
  Score: Raw -48179.449083 + Penalty 2938.430876 = -45241.018207
  nChanged 2
		SP:Iteration 9Q (9705.210000 sec): 3 clusters
  Score: Raw -48191.760386 + Penalty 2938.430876 = -45253.329510
  nChanged 4
		SP:Iteration 10Q (9705.360000 sec): 3 clusters
  Score: Raw -48226.869118 + Penalty 2938.430876 = -45288.438243
  nChanged 6
		SP:Iteration 11Q (9705.540000 sec): 3 clusters
  Score: Raw -48242.018885 + Penalty 2938.430876 = -45303.588010
  nChanged 5
		SP:Iteration 12Q (9705.650000 sec): 3 clusters
  Score: Raw -48270.399203 + Penalty 2938.430876 = -45331.968328
  nChanged 10
		SP:Iteration 13Q (9705.810000 sec): 3 clusters
  Score: Raw -48318.231729 + Penalty 2938.430876 = -45379.800854
  nChanged 10
		SP:Iteration 14Q (9705.990000 sec): 3 clusters
  Score: Raw -48361.642389 + Penalty 2938.430876 = -45423.211514
  nChanged 5
		SP:Iteration 15Q (9706.120000 sec): 3 clusters
  Score: Raw -48372.488337 + Penalty 2938.430876 = -45434.057461
  nChanged 2
		SP:Iteration 16Q (9706.310000 sec): 3 clusters
  Score: Raw -48379.544454 + Penalty 2938.430876 = -45441.113578
  nChanged 3
		SP:Iteration 17Q (9706.430000 sec): 3 clusters
  Score: Raw -48389.823633 + Penalty 2938.430876 = -45451.392757
  nChanged 2
		SP:Iteration 18Q (9706.590000 sec): 3 clusters
  Score: Raw -48393.514481 + Penalty 2938.430876 = -45455.083606
  nChanged 0
		SP:Iteration 19F (9706.730000 sec): 3 clusters
  Score: Raw -48393.514481 + Penalty 2938.430876 = -45455.083606
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9706.820000 sec): 2 clusters
  Score: Raw -100390.143694 + Penalty 1600.889244 = -98789.254450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9706.980000 sec): 3 clusters
  Score: Raw -100402.388778 + Penalty 3201.778487 = -97200.610291
  nChanged 138
		SP:Iteration 1F (9707.140000 sec): 3 clusters
  Score: Raw -100620.087949 + Penalty 3201.778487 = -97418.309461
  nChanged 37
		SP:Iteration 2F (9707.270000 sec): 3 clusters
  Score: Raw -100707.751963 + Penalty 3201.778487 = -97505.973475
  nChanged 19
		SP:Iteration 3Q (9707.390000 sec): 3 clusters
  Score: Raw -100746.455871 + Penalty 3201.778487 = -97544.677384
  nChanged 18
		SP:Iteration 4Q (9707.550000 sec): 3 clusters
  Score: Raw -100780.232505 + Penalty 3201.778487 = -97578.454018
  nChanged 10
		SP:Iteration 5Q (9707.690000 sec): 3 clusters
  Score: Raw -100810.614708 + Penalty 3201.778487 = -97608.836221
  nChanged 13
		SP:Iteration 6Q (9707.820000 sec): 3 clusters
  Score: Raw -100869.909970 + Penalty 3201.778487 = -97668.131483
  nChanged 16
		SP:Iteration 7Q (9707.960000 sec): 3 clusters
  Score: Raw -100927.578725 + Penalty 3201.778487 = -97725.800238
  nChanged 21
		SP:Iteration 8Q (9708.100000 sec): 3 clusters
  Score: Raw -100994.890804 + Penalty 3201.778487 = -97793.112317
  nChanged 14
		SP:Iteration 9Q (9708.290000 sec): 3 clusters
  Score: Raw -101034.359339 + Penalty 3201.778487 = -97832.580851
  nChanged 9
		SP:Iteration 10Q (9708.460000 sec): 3 clusters
  Score: Raw -101054.185770 + Penalty 3201.778487 = -97852.407283
  nChanged 6
		SP:Iteration 11Q (9708.620000 sec): 3 clusters
  Score: Raw -101065.254879 + Penalty 3201.778487 = -97863.476392
  nChanged 1
		SP:Iteration 12Q (9708.740000 sec): 3 clusters
  Score: Raw -101080.480309 + Penalty 3201.778487 = -97878.701821
  nChanged 7
		SP:Iteration 13Q (9708.900000 sec): 3 clusters
  Score: Raw -101102.870772 + Penalty 3201.778487 = -97901.092284
  nChanged 6
		SP:Iteration 14Q (9708.990000 sec): 3 clusters
  Score: Raw -101116.195792 + Penalty 3201.778487 = -97914.417305
  nChanged 5
		SP:Iteration 15Q (9709.010000 sec): 3 clusters
  Score: Raw -101127.700275 + Penalty 3201.778487 = -97925.921788
  nChanged 4
		SP:Iteration 16Q (9709.140000 sec): 3 clusters
  Score: Raw -101138.442765 + Penalty 3201.778487 = -97936.664277
  nChanged 4
		SP:Iteration 17Q (9709.290000 sec): 3 clusters
  Score: Raw -101145.976315 + Penalty 3201.778487 = -97944.197828
  nChanged 1
		SP:Iteration 18Q (9709.400000 sec): 3 clusters
  Score: Raw -101147.039525 + Penalty 3201.778487 = -97945.261038
  nChanged 1
		SP:Iteration 19Q (9709.420000 sec): 3 clusters
  Score: Raw -101155.123485 + Penalty 3201.778487 = -97953.344998
  nChanged 1
		SP:Iteration 20F (9709.580000 sec): 3 clusters
  Score: Raw -101169.873459 + Penalty 3201.778487 = -97968.094971
  nChanged 7
		SP:Iteration 21Q (9709.710000 sec): 3 clusters
  Score: Raw -101230.400233 + Penalty 3201.778487 = -98028.621746
  nChanged 9
		SP:Iteration 22Q (9709.830000 sec): 3 clusters
  Score: Raw -101275.658311 + Penalty 3201.778487 = -98073.879823
  nChanged 9
		SP:Iteration 23Q (9709.990000 sec): 3 clusters
  Score: Raw -101312.254526 + Penalty 3201.778487 = -98110.476039
  nChanged 10
		SP:Iteration 24Q (9710.160000 sec): 3 clusters
  Score: Raw -101338.035171 + Penalty 3201.778487 = -98136.256684
  nChanged 8
		SP:Iteration 25Q (9710.260000 sec): 3 clusters
  Score: Raw -101356.716042 + Penalty 3201.778487 = -98154.937554
  nChanged 7
		SP:Iteration 26Q (9710.390000 sec): 3 clusters
  Score: Raw -101388.667762 + Penalty 3201.778487 = -98186.889275
  nChanged 9
		SP:Iteration 27Q (9710.560000 sec): 3 clusters
  Score: Raw -101416.396408 + Penalty 3201.778487 = -98214.617921
  nChanged 8
		SP:Iteration 28Q (9710.710000 sec): 3 clusters
  Score: Raw -101439.548038 + Penalty 3201.778487 = -98237.769551
  nChanged 7
		SP:Iteration 29Q (9710.850000 sec): 3 clusters
  Score: Raw -101466.021116 + Penalty 3201.778487 = -98264.242629
  nChanged 4
		SP:Iteration 30Q (9711.000000 sec): 3 clusters
  Score: Raw -101499.628078 + Penalty 3201.778487 = -98297.849590
  nChanged 4
		SP:Iteration 31Q (9711.130000 sec): 3 clusters
  Score: Raw -101507.471832 + Penalty 3201.778487 = -98305.693344
  nChanged 1
		SP:Iteration 32Q (9711.300000 sec): 3 clusters
  Score: Raw -101508.696925 + Penalty 3201.778487 = -98306.918438
  nChanged 0
		SP:Iteration 33F (9711.430000 sec): 3 clusters
  Score: Raw -101508.696925 + Penalty 3201.778487 = -98306.918438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9711.500000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9711.670000 sec): 3 clusters
  Score: Raw -221734.118693 + Penalty 3514.607126 = -218219.511566
  nChanged 329
		SP:Iteration 1F (9711.860000 sec): 3 clusters
  Score: Raw -222099.283544 + Penalty 3514.607126 = -218584.676418
  nChanged 100
		SP:Iteration 2F (9712.030000 sec): 3 clusters
  Score: Raw -222226.245340 + Penalty 3514.607126 = -218711.638214
  nChanged 45
		SP:Iteration 3Q (9712.200000 sec): 3 clusters
  Score: Raw -222283.020179 + Penalty 3514.607126 = -218768.413053
  nChanged 27
		SP:Iteration 4Q (9712.380000 sec): 3 clusters
  Score: Raw -222324.131966 + Penalty 3514.607126 = -218809.524839
  nChanged 23
		SP:Iteration 5Q (9712.540000 sec): 3 clusters
  Score: Raw -222355.895715 + Penalty 3514.607126 = -218841.288589
  nChanged 22
		SP:Iteration 6Q (9712.720000 sec): 3 clusters
  Score: Raw -222387.598565 + Penalty 3514.607126 = -218872.991439
  nChanged 13
		SP:Iteration 7Q (9712.840000 sec): 3 clusters
  Score: Raw -222405.443664 + Penalty 3514.607126 = -218890.836538
  nChanged 12
		SP:Iteration 8Q (9713.010000 sec): 3 clusters
  Score: Raw -222432.793748 + Penalty 3514.607126 = -218918.186622
  nChanged 23
		SP:Iteration 9Q (9713.170000 sec): 3 clusters
  Score: Raw -222468.186209 + Penalty 3514.607126 = -218953.579083
  nChanged 20
		SP:Iteration 10Q (9713.320000 sec): 3 clusters
  Score: Raw -222522.719447 + Penalty 3514.607126 = -219008.112321
  nChanged 23
		SP:Iteration 11Q (9713.520000 sec): 3 clusters
  Score: Raw -222573.577303 + Penalty 3514.607126 = -219058.970177
  nChanged 23
		SP:Iteration 12Q (9713.640000 sec): 3 clusters
  Score: Raw -222628.020992 + Penalty 3514.607126 = -219113.413865
  nChanged 33
		SP:Iteration 13Q (9713.830000 sec): 3 clusters
  Score: Raw -222695.154922 + Penalty 3514.607126 = -219180.547795
  nChanged 30
		SP:Iteration 14Q (9713.940000 sec): 3 clusters
  Score: Raw -222754.889460 + Penalty 3514.607126 = -219240.282333
  nChanged 32
		SP:Iteration 15Q (9714.080000 sec): 3 clusters
  Score: Raw -222817.437990 + Penalty 3514.607126 = -219302.830864
  nChanged 30
		SP:Iteration 16Q (9714.180000 sec): 3 clusters
  Score: Raw -222866.759383 + Penalty 3514.607126 = -219352.152257
  nChanged 25
		SP:Iteration 17Q (9714.340000 sec): 3 clusters
  Score: Raw -222914.410729 + Penalty 3514.607126 = -219399.803603
  nChanged 30
		SP:Iteration 18Q (9714.480000 sec): 3 clusters
  Score: Raw -222982.102497 + Penalty 3514.607126 = -219467.495370
  nChanged 36
		SP:Iteration 19Q (9714.610000 sec): 3 clusters
  Score: Raw -223052.823431 + Penalty 3514.607126 = -219538.216305
  nChanged 31
		SP:Iteration 20F (9714.720000 sec): 3 clusters
  Score: Raw -223120.816185 + Penalty 3514.607126 = -219606.209059
  nChanged 28
		SP:Iteration 21Q (9714.840000 sec): 3 clusters
  Score: Raw -223178.443081 + Penalty 3514.607126 = -219663.835955
  nChanged 25
		SP:Iteration 22Q (9714.980000 sec): 3 clusters
  Score: Raw -223242.937292 + Penalty 3514.607126 = -219728.330165
  nChanged 20
		SP:Iteration 23Q (9715.150000 sec): 3 clusters
  Score: Raw -223306.316607 + Penalty 3514.607126 = -219791.709481
  nChanged 11
		SP:Iteration 24Q (9715.300000 sec): 3 clusters
  Score: Raw -223333.267036 + Penalty 3514.607126 = -219818.659910
  nChanged 5
		SP:Iteration 25Q (9715.510000 sec): 3 clusters
  Score: Raw -223340.254212 + Penalty 3514.607126 = -219825.647086
  nChanged 1
		SP:Iteration 26Q (9715.620000 sec): 3 clusters
  Score: Raw -223341.449231 + Penalty 3514.607126 = -219826.842104
  nChanged 0
		SP:Iteration 27F (9715.740000 sec): 3 clusters
  Score: Raw -223341.449231 + Penalty 3514.607126 = -219826.842104
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9715.800000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9715.870000 sec): 3 clusters
  Score: Raw -27096.896499 + Penalty 2547.356025 = -24549.540474
  nChanged 7
		SP:Iteration 1Q (9716.000000 sec): 3 clusters
  Score: Raw -27141.699075 + Penalty 2547.356025 = -24594.343050
  nChanged 3
		SP:Iteration 2Q (9716.140000 sec): 3 clusters
  Score: Raw -27160.141609 + Penalty 2547.356025 = -24612.785584
  nChanged 0
		SP:Iteration 3F (9716.220000 sec): 3 clusters
  Score: Raw -27160.141609 + Penalty 2547.356025 = -24612.785584
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9716.340000 sec): 2 clusters
  Score: Raw -907272.438159 + Penalty 2118.871110 = -905153.567048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9716.510000 sec): 3 clusters
  Score: Raw -904800.325857 + Penalty 4237.742221 = -900562.583636
  nChanged 1938
		SP:Iteration 1F (9716.650000 sec): 3 clusters
  Score: Raw -905935.006802 + Penalty 4237.742221 = -901697.264582
  nChanged 405
		SP:Iteration 2F (9716.820000 sec): 3 clusters
  Score: Raw -906189.469768 + Penalty 4237.742221 = -901951.727547
  nChanged 271
		SP:Iteration 3F (9716.980000 sec): 3 clusters
  Score: Raw -906359.690523 + Penalty 4237.742221 = -902121.948303
  nChanged 214
		SP:Iteration 4Q (9717.170000 sec): 3 clusters
  Score: Raw -906482.801459 + Penalty 4237.742221 = -902245.059238
  nChanged 202
		SP:Iteration 5Q (9717.360000 sec): 3 clusters
  Score: Raw -906613.156995 + Penalty 4237.742221 = -902375.414774
  nChanged 196
		SP:Iteration 6Q (9717.530000 sec): 3 clusters
  Score: Raw -906751.993238 + Penalty 4237.742221 = -902514.251017
  nChanged 199
		SP:Iteration 7Q (9717.710000 sec): 3 clusters
  Score: Raw -906902.581870 + Penalty 4237.742221 = -902664.839650
  nChanged 198
		SP:Iteration 8Q (9717.880000 sec): 3 clusters
  Score: Raw -907090.902601 + Penalty 4237.742221 = -902853.160380
  nChanged 208
		SP:Iteration 9Q (9718.090000 sec): 3 clusters
  Score: Raw -907286.207157 + Penalty 4237.742221 = -903048.464936
  nChanged 177
		SP:Iteration 10Q (9718.340000 sec): 3 clusters
  Score: Raw -907436.363408 + Penalty 4237.742221 = -903198.621188
  nChanged 160
		SP:Iteration 11Q (9718.490000 sec): 3 clusters
  Score: Raw -907565.088438 + Penalty 4237.742221 = -903327.346218
  nChanged 159
		SP:Iteration 12Q (9718.680000 sec): 3 clusters
  Score: Raw -907695.690353 + Penalty 4237.742221 = -903457.948132
  nChanged 147
		SP:Iteration 13Q (9718.850000 sec): 3 clusters
  Score: Raw -907811.505423 + Penalty 4237.742221 = -903573.763203
  nChanged 129
		SP:Iteration 14Q (9718.980000 sec): 3 clusters
  Score: Raw -907908.112792 + Penalty 4237.742221 = -903670.370571
  nChanged 100
		SP:Iteration 15Q (9719.150000 sec): 3 clusters
  Score: Raw -907986.072720 + Penalty 4237.742221 = -903748.330499
  nChanged 93
		SP:Iteration 16Q (9719.370000 sec): 3 clusters
  Score: Raw -908061.978863 + Penalty 4237.742221 = -903824.236642
  nChanged 88
		SP:Iteration 17Q (9719.590000 sec): 3 clusters
  Score: Raw -908123.068431 + Penalty 4237.742221 = -903885.326210
  nChanged 70
		SP:Iteration 18Q (9719.790000 sec): 3 clusters
  Score: Raw -908170.793825 + Penalty 4237.742221 = -903933.051604
  nChanged 68
		SP:Iteration 19Q (9720.000000 sec): 3 clusters
  Score: Raw -908212.857975 + Penalty 4237.742221 = -903975.115754
  nChanged 58
		SP:Iteration 20F (9720.250000 sec): 3 clusters
  Score: Raw -908254.225224 + Penalty 4237.742221 = -904016.483004
  nChanged 68
		SP:Iteration 21Q (9720.420000 sec): 3 clusters
  Score: Raw -908319.282878 + Penalty 4237.742221 = -904081.540657
  nChanged 70
		SP:Iteration 22Q (9720.570000 sec): 3 clusters
  Score: Raw -908392.949339 + Penalty 4237.742221 = -904155.207118
  nChanged 61
		SP:Iteration 23Q (9720.770000 sec): 3 clusters
  Score: Raw -908460.751589 + Penalty 4237.742221 = -904223.009369
  nChanged 56
		SP:Iteration 24Q (9720.950000 sec): 3 clusters
  Score: Raw -908525.532960 + Penalty 4237.742221 = -904287.790739
  nChanged 50
		SP:Iteration 25Q (9721.150000 sec): 3 clusters
  Score: Raw -908579.336885 + Penalty 4237.742221 = -904341.594664
  nChanged 39
		SP:Iteration 26Q (9721.320000 sec): 3 clusters
  Score: Raw -908610.627825 + Penalty 4237.742221 = -904372.885604
  nChanged 28
		SP:Iteration 27Q (9721.500000 sec): 3 clusters
  Score: Raw -908631.814787 + Penalty 4237.742221 = -904394.072567
  nChanged 22
		SP:Iteration 28Q (9721.670000 sec): 3 clusters
  Score: Raw -908648.286953 + Penalty 4237.742221 = -904410.544732
  nChanged 14
		SP:Iteration 29Q (9721.890000 sec): 3 clusters
  Score: Raw -908656.353384 + Penalty 4237.742221 = -904418.611163
  nChanged 9
		SP:Iteration 30Q (9722.130000 sec): 3 clusters
  Score: Raw -908662.299990 + Penalty 4237.742221 = -904424.557770
  nChanged 6
		SP:Iteration 31Q (9722.230000 sec): 3 clusters
  Score: Raw -908666.309009 + Penalty 4237.742221 = -904428.566788
  nChanged 8
		SP:Iteration 32Q (9722.390000 sec): 3 clusters
  Score: Raw -908670.825889 + Penalty 4237.742221 = -904433.083669
  nChanged 3
		SP:Iteration 33Q (9722.610000 sec): 3 clusters
  Score: Raw -908672.148445 + Penalty 4237.742221 = -904434.406224
  nChanged 2
		SP:Iteration 34Q (9722.760000 sec): 3 clusters
  Score: Raw -908672.563196 + Penalty 4237.742221 = -904434.820975
  nChanged 0
		SP:Iteration 35F (9722.930000 sec): 3 clusters
  Score: Raw -908672.563196 + Penalty 4237.742221 = -904434.820975
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9722.990000 sec): 2 clusters
  Score: Raw -59431.174527 + Penalty 1496.205383 = -57934.969144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9723.120000 sec): 3 clusters
  Score: Raw -59545.319813 + Penalty 2992.410766 = -56552.909047
  nChanged 92
		SP:Iteration 1F (9723.230000 sec): 3 clusters
  Score: Raw -59825.835556 + Penalty 2992.410766 = -56833.424790
  nChanged 49
		SP:Iteration 2F (9723.350000 sec): 3 clusters
  Score: Raw -60119.149889 + Penalty 2992.410766 = -57126.739123
  nChanged 34
		SP:Iteration 3F (9723.500000 sec): 3 clusters
  Score: Raw -60245.482572 + Penalty 2992.410766 = -57253.071806
  nChanged 14
		SP:Iteration 4Q (9723.650000 sec): 3 clusters
  Score: Raw -60295.003019 + Penalty 2992.410766 = -57302.592253
  nChanged 6
		SP:Iteration 5Q (9723.850000 sec): 3 clusters
  Score: Raw -60320.859981 + Penalty 2992.410766 = -57328.449215
  nChanged 7
		SP:Iteration 6Q (9724.050000 sec): 3 clusters
  Score: Raw -60356.280685 + Penalty 2992.410766 = -57363.869919
  nChanged 1
		SP:Iteration 7Q (9724.180000 sec): 3 clusters
  Score: Raw -60358.310017 + Penalty 2992.410766 = -57365.899251
  nChanged 0
		SP:Iteration 8F (9724.280000 sec): 3 clusters
  Score: Raw -60358.310017 + Penalty 2992.410766 = -57365.899251
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9724.400000 sec): 2 clusters
  Score: Raw -280577.789355 + Penalty 1817.289574 = -278760.499781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9724.540000 sec): 3 clusters
  Score: Raw -280097.998611 + Penalty 3634.579147 = -276463.419464
  nChanged 462
		SP:Iteration 1F (9724.680000 sec): 3 clusters
  Score: Raw -280492.628355 + Penalty 3634.579147 = -276858.049208
  nChanged 118
		SP:Iteration 2F (9724.810000 sec): 3 clusters
  Score: Raw -280616.360265 + Penalty 3634.579147 = -276981.781117
  nChanged 51
		SP:Iteration 3Q (9724.930000 sec): 3 clusters
  Score: Raw -280660.732358 + Penalty 3634.579147 = -277026.153211
  nChanged 30
		SP:Iteration 4Q (9725.030000 sec): 3 clusters
  Score: Raw -280691.898141 + Penalty 3634.579147 = -277057.318994
  nChanged 23
		SP:Iteration 5Q (9725.100000 sec): 3 clusters
  Score: Raw -280712.091668 + Penalty 3634.579147 = -277077.512521
  nChanged 12
		SP:Iteration 6Q (9725.250000 sec): 3 clusters
  Score: Raw -280721.111121 + Penalty 3634.579147 = -277086.531974
  nChanged 11
		SP:Iteration 7Q (9725.370000 sec): 3 clusters
  Score: Raw -280731.984920 + Penalty 3634.579147 = -277097.405773
  nChanged 5
		SP:Iteration 8Q (9725.540000 sec): 3 clusters
  Score: Raw -280737.081867 + Penalty 3634.579147 = -277102.502720
  nChanged 4
		SP:Iteration 9Q (9725.710000 sec): 3 clusters
  Score: Raw -280739.719137 + Penalty 3634.579147 = -277105.139990
  nChanged 3
		SP:Iteration 10Q (9725.880000 sec): 3 clusters
  Score: Raw -280741.413399 + Penalty 3634.579147 = -277106.834252
  nChanged 2
		SP:Iteration 11Q (9726.030000 sec): 3 clusters
  Score: Raw -280742.775194 + Penalty 3634.579147 = -277108.196047
  nChanged 4
		SP:Iteration 12Q (9726.180000 sec): 3 clusters
  Score: Raw -280745.355597 + Penalty 3634.579147 = -277110.776450
  nChanged 4
		SP:Iteration 13Q (9726.320000 sec): 3 clusters
  Score: Raw -280748.112892 + Penalty 3634.579147 = -277113.533745
  nChanged 1
		SP:Iteration 14Q (9726.470000 sec): 3 clusters
  Score: Raw -280749.399507 + Penalty 3634.579147 = -277114.820360
  nChanged 2
		SP:Iteration 15Q (9726.580000 sec): 3 clusters
  Score: Raw -280751.446664 + Penalty 3634.579147 = -277116.867517
  nChanged 7
		SP:Iteration 16Q (9726.760000 sec): 3 clusters
  Score: Raw -280755.367443 + Penalty 3634.579147 = -277120.788296
  nChanged 2
		SP:Iteration 17Q (9726.910000 sec): 3 clusters
  Score: Raw -280756.402214 + Penalty 3634.579147 = -277121.823067
  nChanged 2
		SP:Iteration 18Q (9727.080000 sec): 3 clusters
  Score: Raw -280758.260669 + Penalty 3634.579147 = -277123.681522
  nChanged 3
		SP:Iteration 19Q (9727.250000 sec): 3 clusters
  Score: Raw -280761.422846 + Penalty 3634.579147 = -277126.843699
  nChanged 2
		SP:Iteration 20F (9727.370000 sec): 3 clusters
  Score: Raw -280763.143859 + Penalty 3634.579147 = -277128.564712
  nChanged 6
		SP:Iteration 21Q (9727.520000 sec): 3 clusters
  Score: Raw -280769.542097 + Penalty 3634.579147 = -277134.962950
  nChanged 4
		SP:Iteration 22Q (9727.650000 sec): 3 clusters
  Score: Raw -280774.041478 + Penalty 3634.579147 = -277139.462331
  nChanged 1
		SP:Iteration 23Q (9727.810000 sec): 3 clusters
  Score: Raw -280774.934562 + Penalty 3634.579147 = -277140.355414
  nChanged 1
		SP:Iteration 24Q (9727.970000 sec): 3 clusters
  Score: Raw -280775.112420 + Penalty 3634.579147 = -277140.533273
  nChanged 0
		SP:Iteration 25F (9728.110000 sec): 3 clusters
  Score: Raw -280775.112420 + Penalty 3634.579147 = -277140.533273
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9728.150000 sec): 2 clusters
  Score: Raw -28023.877174 + Penalty 1375.204006 = -26648.673167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9728.250000 sec): 3 clusters
  Score: Raw -28222.925436 + Penalty 2750.408012 = -25472.517423
  nChanged 41
		SP:Iteration 1F (9728.390000 sec): 3 clusters
  Score: Raw -28355.602085 + Penalty 2750.408012 = -25605.194072
  nChanged 6
		SP:Iteration 2Q (9728.510000 sec): 3 clusters
  Score: Raw -28391.385184 + Penalty 2750.408012 = -25640.977172
  nChanged 2
		SP:Iteration 3Q (9728.660000 sec): 3 clusters
  Score: Raw -28398.194998 + Penalty 2750.408012 = -25647.786985
  nChanged 0
		SP:Iteration 4F (9728.790000 sec): 3 clusters
  Score: Raw -28398.194998 + Penalty 2750.408012 = -25647.786985
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9728.870000 sec): 2 clusters
  Score: Raw -219389.743066 + Penalty 1752.060239 = -217637.682827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9728.970000 sec): 3 clusters
  Score: Raw -219077.824466 + Penalty 3504.120478 = -215573.703988
  nChanged 316
		SP:Iteration 1F (9729.090000 sec): 3 clusters
  Score: Raw -219392.449949 + Penalty 3504.120478 = -215888.329471
  nChanged 70
		SP:Iteration 2F (9729.210000 sec): 3 clusters
  Score: Raw -219469.477313 + Penalty 3504.120478 = -215965.356835
  nChanged 37
		SP:Iteration 3Q (9729.340000 sec): 3 clusters
  Score: Raw -219513.918663 + Penalty 3504.120478 = -216009.798186
  nChanged 28
		SP:Iteration 4Q (9729.490000 sec): 3 clusters
  Score: Raw -219546.903381 + Penalty 3504.120478 = -216042.782903
  nChanged 20
		SP:Iteration 5Q (9729.590000 sec): 3 clusters
  Score: Raw -219566.087593 + Penalty 3504.120478 = -216061.967115
  nChanged 9
		SP:Iteration 6Q (9729.730000 sec): 3 clusters
  Score: Raw -219572.623487 + Penalty 3504.120478 = -216068.503010
  nChanged 4
		SP:Iteration 7Q (9729.850000 sec): 3 clusters
  Score: Raw -219577.190630 + Penalty 3504.120478 = -216073.070153
  nChanged 3
		SP:Iteration 8Q (9729.960000 sec): 3 clusters
  Score: Raw -219580.196868 + Penalty 3504.120478 = -216076.076390
  nChanged 2
		SP:Iteration 9Q (9730.090000 sec): 3 clusters
  Score: Raw -219582.018816 + Penalty 3504.120478 = -216077.898338
  nChanged 0
		SP:Iteration 10F (9730.280000 sec): 3 clusters
  Score: Raw -219582.018816 + Penalty 3504.120478 = -216077.898338
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9730.330000 sec): 2 clusters
  Score: Raw -15707.862044 + Penalty 1165.719131 = -14542.142913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9730.460000 sec): 3 clusters
  Score: Raw -16027.513000 + Penalty 2331.438261 = -13696.074738
  nChanged 6
		SP:Iteration 1F (9730.550000 sec): 3 clusters
  Score: Raw -16105.615514 + Penalty 2331.438261 = -13774.177253
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9730.650000 sec): 2 clusters
  Score: Raw -35394.926623 + Penalty 1343.192900 = -34051.733724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9730.780000 sec): 3 clusters
  Score: Raw -35555.467810 + Penalty 2686.385799 = -32869.082011
  nChanged 31
		SP:Iteration 1F (9730.910000 sec): 3 clusters
  Score: Raw -35698.249059 + Penalty 2686.385799 = -33011.863259
  nChanged 5
		SP:Iteration 2Q (9731.030000 sec): 3 clusters
  Score: Raw -35720.926540 + Penalty 2686.385799 = -33034.540741
  nChanged 1
		SP:Iteration 3Q (9731.140000 sec): 3 clusters
  Score: Raw -35727.051626 + Penalty 2686.385799 = -33040.665826
  nChanged 1
		SP:Iteration 4Q (9731.320000 sec): 3 clusters
  Score: Raw -35734.818851 + Penalty 2686.385799 = -33048.433051
  nChanged 0
		SP:Iteration 5F (9731.490000 sec): 3 clusters
  Score: Raw -35734.818851 + Penalty 2686.385799 = -33048.433051
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9731.580000 sec): 2 clusters
  Score: Raw -50169.076272 + Penalty 1448.479131 = -48720.597141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9731.760000 sec): 3 clusters
  Score: Raw -50366.057554 + Penalty 2896.958262 = -47469.099292
  nChanged 75
		SP:Iteration 1F (9731.900000 sec): 3 clusters
  Score: Raw -50659.097510 + Penalty 2896.958262 = -47762.139248
  nChanged 32
		SP:Iteration 2F (9732.030000 sec): 3 clusters
  Score: Raw -50846.374473 + Penalty 2896.958262 = -47949.416211
  nChanged 27
		SP:Iteration 3F (9732.180000 sec): 3 clusters
  Score: Raw -50972.501784 + Penalty 2896.958262 = -48075.543522
  nChanged 14
		SP:Iteration 4Q (9732.300000 sec): 3 clusters
  Score: Raw -51115.196975 + Penalty 2896.958262 = -48218.238713
  nChanged 9
		SP:Iteration 5Q (9732.430000 sec): 3 clusters
  Score: Raw -51265.302727 + Penalty 2896.958262 = -48368.344465
  nChanged 9
		SP:Iteration 6Q (9732.560000 sec): 3 clusters
  Score: Raw -51332.764653 + Penalty 2896.958262 = -48435.806391
  nChanged 4
		SP:Iteration 7Q (9732.710000 sec): 3 clusters
  Score: Raw -51387.035769 + Penalty 2896.958262 = -48490.077507
  nChanged 1
		SP:Iteration 8Q (9732.800000 sec): 3 clusters
  Score: Raw -51389.473735 + Penalty 2896.958262 = -48492.515473
  nChanged 0
		SP:Iteration 9F (9732.970000 sec): 3 clusters
  Score: Raw -51389.473735 + Penalty 2896.958262 = -48492.515473
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9733.100000 sec): 2 clusters
  Score: Raw -2510704.579690 + Penalty 2359.379022 = -2508345.200668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9733.320000 sec): 3 clusters
  Score: Raw -2503238.762666 + Penalty 4718.758043 = -2498520.004622
  nChanged 5708
		SP:Iteration 1F (9733.580000 sec): 3 clusters
  Score: Raw -2506380.517734 + Penalty 4718.758043 = -2501661.759690
  nChanged 889
		SP:Iteration 2F (9733.830000 sec): 3 clusters
  Score: Raw -2506805.450562 + Penalty 4718.758043 = -2502086.692519
  nChanged 718
		SP:Iteration 3F (9734.070000 sec): 3 clusters
  Score: Raw -2507135.401763 + Penalty 4718.758043 = -2502416.643720
  nChanged 599
		SP:Iteration 4Q (9734.370000 sec): 3 clusters
  Score: Raw -2507395.393940 + Penalty 4718.758043 = -2502676.635897
  nChanged 520
		SP:Iteration 5Q (9734.610000 sec): 3 clusters
  Score: Raw -2507618.827996 + Penalty 4718.758043 = -2502900.069953
  nChanged 494
		SP:Iteration 6Q (9734.860000 sec): 3 clusters
  Score: Raw -2507865.512158 + Penalty 4718.758043 = -2503146.754115
  nChanged 526
		SP:Iteration 7Q (9735.130000 sec): 3 clusters
  Score: Raw -2508177.498557 + Penalty 4718.758043 = -2503458.740514
  nChanged 551
		SP:Iteration 8Q (9735.370000 sec): 3 clusters
  Score: Raw -2508559.711493 + Penalty 4718.758043 = -2503840.953450
  nChanged 607
		SP:Iteration 9Q (9735.650000 sec): 3 clusters
  Score: Raw -2509003.746602 + Penalty 4718.758043 = -2504284.988558
  nChanged 590
		SP:Iteration 10Q (9735.930000 sec): 3 clusters
  Score: Raw -2509474.922660 + Penalty 4718.758043 = -2504756.164616
  nChanged 525
		SP:Iteration 11Q (9736.220000 sec): 3 clusters
  Score: Raw -2509895.572467 + Penalty 4718.758043 = -2505176.814424
  nChanged 402
		SP:Iteration 12Q (9736.460000 sec): 3 clusters
  Score: Raw -2510215.914359 + Penalty 4718.758043 = -2505497.156315
  nChanged 309
		SP:Iteration 13Q (9736.680000 sec): 3 clusters
  Score: Raw -2510449.373131 + Penalty 4718.758043 = -2505730.615088
  nChanged 231
		SP:Iteration 14Q (9736.940000 sec): 3 clusters
  Score: Raw -2510600.450793 + Penalty 4718.758043 = -2505881.692749
  nChanged 176
		SP:Iteration 15Q (9737.200000 sec): 3 clusters
  Score: Raw -2510704.576974 + Penalty 4718.758043 = -2505985.818931
  nChanged 118
		SP:Iteration 16Q (9737.400000 sec): 3 clusters
  Score: Raw -2510772.560573 + Penalty 4718.758043 = -2506053.802529
  nChanged 101
		SP:Iteration 17Q (9737.660000 sec): 3 clusters
  Score: Raw -2510827.551940 + Penalty 4718.758043 = -2506108.793897
  nChanged 84
		SP:Iteration 18Q (9737.910000 sec): 3 clusters
  Score: Raw -2510872.459134 + Penalty 4718.758043 = -2506153.701091
  nChanged 60
		SP:Iteration 19Q (9738.090000 sec): 3 clusters
  Score: Raw -2510907.902874 + Penalty 4718.758043 = -2506189.144831
  nChanged 55
		SP:Iteration 20F (9738.340000 sec): 3 clusters
  Score: Raw -2510932.348613 + Penalty 4718.758043 = -2506213.590569
  nChanged 41
		SP:Iteration 21Q (9738.590000 sec): 3 clusters
  Score: Raw -2510953.704871 + Penalty 4718.758043 = -2506234.946828
  nChanged 38
		SP:Iteration 22Q (9738.850000 sec): 3 clusters
  Score: Raw -2510972.052025 + Penalty 4718.758043 = -2506253.293981
  nChanged 38
		SP:Iteration 23Q (9739.080000 sec): 3 clusters
  Score: Raw -2510990.705503 + Penalty 4718.758043 = -2506271.947460
  nChanged 36
		SP:Iteration 24Q (9739.320000 sec): 3 clusters
  Score: Raw -2511008.355388 + Penalty 4718.758043 = -2506289.597344
  nChanged 28
		SP:Iteration 25Q (9739.540000 sec): 3 clusters
  Score: Raw -2511020.287022 + Penalty 4718.758043 = -2506301.528979
  nChanged 31
		SP:Iteration 26Q (9739.790000 sec): 3 clusters
  Score: Raw -2511031.873846 + Penalty 4718.758043 = -2506313.115802
  nChanged 19
		SP:Iteration 27Q (9740.020000 sec): 3 clusters
  Score: Raw -2511042.067780 + Penalty 4718.758043 = -2506323.309736
  nChanged 16
		SP:Iteration 28Q (9740.260000 sec): 3 clusters
  Score: Raw -2511047.928760 + Penalty 4718.758043 = -2506329.170717
  nChanged 9
		SP:Iteration 29Q (9740.490000 sec): 3 clusters
  Score: Raw -2511053.541559 + Penalty 4718.758043 = -2506334.783516
  nChanged 17
		SP:Iteration 30Q (9740.720000 sec): 3 clusters
  Score: Raw -2511059.573954 + Penalty 4718.758043 = -2506340.815911
  nChanged 5
		SP:Iteration 31Q (9741.000000 sec): 3 clusters
  Score: Raw -2511061.695581 + Penalty 4718.758043 = -2506342.937538
  nChanged 5
		SP:Iteration 32Q (9741.180000 sec): 3 clusters
  Score: Raw -2511063.642875 + Penalty 4718.758043 = -2506344.884831
  nChanged 5
		SP:Iteration 33Q (9741.390000 sec): 3 clusters
  Score: Raw -2511065.391689 + Penalty 4718.758043 = -2506346.633645
  nChanged 2
		SP:Iteration 34Q (9741.610000 sec): 3 clusters
  Score: Raw -2511066.015473 + Penalty 4718.758043 = -2506347.257430
  nChanged 3
		SP:Iteration 35Q (9741.870000 sec): 3 clusters
  Score: Raw -2511067.021594 + Penalty 4718.758043 = -2506348.263550
  nChanged 2
		SP:Iteration 36Q (9742.120000 sec): 3 clusters
  Score: Raw -2511067.565839 + Penalty 4718.758043 = -2506348.807796
  nChanged 2
		SP:Iteration 37Q (9742.310000 sec): 3 clusters
  Score: Raw -2511067.993105 + Penalty 4718.758043 = -2506349.235062
  nChanged 2
		SP:Iteration 38Q (9742.520000 sec): 3 clusters
  Score: Raw -2511068.277303 + Penalty 4718.758043 = -2506349.519259
  nChanged 1
		SP:Iteration 39Q (9742.750000 sec): 3 clusters
  Score: Raw -2511068.496666 + Penalty 4718.758043 = -2506349.738623
  nChanged 3
		SP:Iteration 40F (9743.030000 sec): 3 clusters
  Score: Raw -2511069.793692 + Penalty 4718.758043 = -2506351.035649
  nChanged 2
		SP:Iteration 41Q (9743.260000 sec): 3 clusters
  Score: Raw -2511070.309117 + Penalty 4718.758043 = -2506351.551074
  nChanged 0
		SP:Iteration 42F (9743.520000 sec): 3 clusters
  Score: Raw -2511070.309117 + Penalty 4718.758043 = -2506351.551074
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9744.620000 sec): 2 clusters
  Score: Raw -37629735.869897 + Penalty 3039.541141 = -37626696.328757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9746.240000 sec): 3 clusters
  Score: Raw -37491768.255408 + Penalty 6079.082281 = -37485689.173127
  nChanged 101181
		SP:Iteration 1F (9747.970000 sec): 3 clusters
  Score: Raw -37552000.669195 + Penalty 6079.082281 = -37545921.586913
  nChanged 7437
		SP:Iteration 2Q (9749.800000 sec): 3 clusters
  Score: Raw -37554219.057645 + Penalty 6079.082281 = -37548139.975364
  nChanged 9677
		SP:Iteration 3Q (9751.580000 sec): 3 clusters
  Score: Raw -37558278.002159 + Penalty 6079.082281 = -37552198.919877
  nChanged 13292
		SP:Iteration 4F (9753.280000 sec): 3 clusters
  Score: Raw -37566074.241148 + Penalty 6079.082281 = -37559995.158867
  nChanged 17825
		SP:Iteration 5F (9754.860000 sec): 3 clusters
  Score: Raw -37580114.610043 + Penalty 6079.082281 = -37574035.527762
  nChanged 20252
		SP:Iteration 6F (9756.570000 sec): 3 clusters
  Score: Raw -37599423.917271 + Penalty 6079.082281 = -37593344.834990
  nChanged 16789
		SP:Iteration 7F (9758.140000 sec): 3 clusters
  Score: Raw -37616707.052325 + Penalty 6079.082281 = -37610627.970043
  nChanged 9176
		SP:Iteration 8Q (9759.780000 sec): 3 clusters
  Score: Raw -37625990.867350 + Penalty 6079.082281 = -37619911.785068
  nChanged 3127
		SP:Iteration 9Q (9761.290000 sec): 3 clusters
  Score: Raw -37628931.641701 + Penalty 6079.082281 = -37622852.559419
  nChanged 767
		SP:Iteration 10Q (9762.630000 sec): 3 clusters
  Score: Raw -37629690.546662 + Penalty 6079.082281 = -37623611.464381
  nChanged 152
		SP:Iteration 11Q (9764.110000 sec): 3 clusters
  Score: Raw -37629895.837938 + Penalty 6079.082281 = -37623816.755656
  nChanged 51
		SP:Iteration 12Q (9765.460000 sec): 3 clusters
  Score: Raw -37629987.889579 + Penalty 6079.082281 = -37623908.807298
  nChanged 17
		SP:Iteration 13Q (9766.920000 sec): 3 clusters
  Score: Raw -37630017.001542 + Penalty 6079.082281 = -37623937.919261
  nChanged 13
		SP:Iteration 14Q (9768.150000 sec): 3 clusters
  Score: Raw -37630033.814402 + Penalty 6079.082281 = -37623954.732120
  nChanged 5
		SP:Iteration 15Q (9769.600000 sec): 3 clusters
  Score: Raw -37630042.342875 + Penalty 6079.082281 = -37623963.260594
  nChanged 2
		SP:Iteration 16Q (9771.190000 sec): 3 clusters
  Score: Raw -37630047.022829 + Penalty 6079.082281 = -37623967.940547
  nChanged 3
		SP:Iteration 17Q (9772.760000 sec): 3 clusters
  Score: Raw -37630050.844174 + Penalty 6079.082281 = -37623971.761893
  nChanged 3
		SP:Iteration 18Q (9774.220000 sec): 3 clusters
  Score: Raw -37630054.360877 + Penalty 6079.082281 = -37623975.278595
  nChanged 5
		SP:Iteration 19Q (9775.670000 sec): 3 clusters
  Score: Raw -37630062.778249 + Penalty 6079.082281 = -37623983.695967
  nChanged 5
		SP:Iteration 20F (9777.460000 sec): 3 clusters
  Score: Raw -37630074.372145 + Penalty 6079.082281 = -37623995.289863
  nChanged 4
		SP:Iteration 21Q (9778.860000 sec): 3 clusters
  Score: Raw -37630082.536375 + Penalty 6079.082281 = -37624003.454094
  nChanged 0
		SP:Iteration 22F (9780.500000 sec): 3 clusters
  Score: Raw -37630082.536375 + Penalty 6079.082281 = -37624003.454094
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9780.740000 sec): 2 clusters
  Score: Raw -3605802.905822 + Penalty 2468.164874 = -3603334.740949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9781.060000 sec): 3 clusters
  Score: Raw -3593538.289536 + Penalty 4936.329747 = -3588601.959789
  nChanged 9298
		SP:Iteration 1F (9781.380000 sec): 3 clusters
  Score: Raw -3598782.729136 + Penalty 4936.329747 = -3593846.399389
  nChanged 1333
		SP:Iteration 2F (9781.720000 sec): 3 clusters
  Score: Raw -3599533.109805 + Penalty 4936.329747 = -3594596.780057
  nChanged 1453
		SP:Iteration 3F (9782.070000 sec): 3 clusters
  Score: Raw -3600701.187879 + Penalty 4936.329747 = -3595764.858131
  nChanged 1616
		SP:Iteration 4F (9782.380000 sec): 3 clusters
  Score: Raw -3602404.878507 + Penalty 4936.329747 = -3597468.548760
  nChanged 1736
		SP:Iteration 5F (9782.660000 sec): 3 clusters
  Score: Raw -3604277.363359 + Penalty 4936.329747 = -3599341.033612
  nChanged 1605
		SP:Iteration 6F (9782.990000 sec): 3 clusters
  Score: Raw -3605553.787372 + Penalty 4936.329747 = -3600617.457624
  nChanged 1190
		SP:Iteration 7F (9783.290000 sec): 3 clusters
  Score: Raw -3606232.203286 + Penalty 4936.329747 = -3601295.873538
  nChanged 843
		SP:Iteration 8Q (9783.610000 sec): 3 clusters
  Score: Raw -3606594.282618 + Penalty 4936.329747 = -3601657.952871
  nChanged 584
		SP:Iteration 9Q (9783.970000 sec): 3 clusters
  Score: Raw -3606782.916012 + Penalty 4936.329747 = -3601846.586264
  nChanged 421
		SP:Iteration 10Q (9784.330000 sec): 3 clusters
  Score: Raw -3606898.097850 + Penalty 4936.329747 = -3601961.768102
  nChanged 327
		SP:Iteration 11Q (9784.690000 sec): 3 clusters
  Score: Raw -3606977.503752 + Penalty 4936.329747 = -3602041.174004
  nChanged 284
		SP:Iteration 12Q (9785.030000 sec): 3 clusters
  Score: Raw -3607041.236228 + Penalty 4936.329747 = -3602104.906481
  nChanged 248
		SP:Iteration 13Q (9785.310000 sec): 3 clusters
  Score: Raw -3607089.043098 + Penalty 4936.329747 = -3602152.713351
  nChanged 212
		SP:Iteration 14Q (9785.650000 sec): 3 clusters
  Score: Raw -3607129.218068 + Penalty 4936.329747 = -3602192.888320
  nChanged 202
		SP:Iteration 15Q (9785.940000 sec): 3 clusters
  Score: Raw -3607171.031653 + Penalty 4936.329747 = -3602234.701906
  nChanged 234
		SP:Iteration 16Q (9786.250000 sec): 3 clusters
  Score: Raw -3607221.888869 + Penalty 4936.329747 = -3602285.559121
  nChanged 239
		SP:Iteration 17Q (9786.560000 sec): 3 clusters
  Score: Raw -3607272.535137 + Penalty 4936.329747 = -3602336.205390
  nChanged 227
		SP:Iteration 18Q (9786.900000 sec): 3 clusters
  Score: Raw -3607321.130811 + Penalty 4936.329747 = -3602384.801064
  nChanged 232
		SP:Iteration 19Q (9787.190000 sec): 3 clusters
  Score: Raw -3607370.650417 + Penalty 4936.329747 = -3602434.320670
  nChanged 222
		SP:Iteration 20F (9787.490000 sec): 3 clusters
  Score: Raw -3607417.214308 + Penalty 4936.329747 = -3602480.884561
  nChanged 223
		SP:Iteration 21Q (9787.840000 sec): 3 clusters
  Score: Raw -3607462.058659 + Penalty 4936.329747 = -3602525.728911
  nChanged 213
		SP:Iteration 22Q (9788.190000 sec): 3 clusters
  Score: Raw -3607505.454863 + Penalty 4936.329747 = -3602569.125116
  nChanged 203
		SP:Iteration 23Q (9788.500000 sec): 3 clusters
  Score: Raw -3607545.230683 + Penalty 4936.329747 = -3602608.900935
  nChanged 182
		SP:Iteration 24Q (9788.850000 sec): 3 clusters
  Score: Raw -3607581.223421 + Penalty 4936.329747 = -3602644.893673
  nChanged 190
		SP:Iteration 25Q (9789.120000 sec): 3 clusters
  Score: Raw -3607619.500849 + Penalty 4936.329747 = -3602683.171101
  nChanged 205
		SP:Iteration 26Q (9789.420000 sec): 3 clusters
  Score: Raw -3607660.128464 + Penalty 4936.329747 = -3602723.798717
  nChanged 202
		SP:Iteration 27Q (9789.700000 sec): 3 clusters
  Score: Raw -3607702.268769 + Penalty 4936.329747 = -3602765.939021
  nChanged 188
		SP:Iteration 28Q (9790.010000 sec): 3 clusters
  Score: Raw -3607739.709740 + Penalty 4936.329747 = -3602803.379992
  nChanged 177
		SP:Iteration 29Q (9790.320000 sec): 3 clusters
  Score: Raw -3607772.036191 + Penalty 4936.329747 = -3602835.706444
  nChanged 158
		SP:Iteration 30Q (9790.600000 sec): 3 clusters
  Score: Raw -3607800.055271 + Penalty 4936.329747 = -3602863.725523
  nChanged 155
		SP:Iteration 31Q (9790.910000 sec): 3 clusters
  Score: Raw -3607826.013447 + Penalty 4936.329747 = -3602889.683699
  nChanged 146
		SP:Iteration 32Q (9791.200000 sec): 3 clusters
  Score: Raw -3607851.367972 + Penalty 4936.329747 = -3602915.038224
  nChanged 142
		SP:Iteration 33Q (9791.500000 sec): 3 clusters
  Score: Raw -3607872.750189 + Penalty 4936.329747 = -3602936.420442
  nChanged 122
		SP:Iteration 34Q (9791.790000 sec): 3 clusters
  Score: Raw -3607891.463317 + Penalty 4936.329747 = -3602955.133569
  nChanged 114
		SP:Iteration 35Q (9792.090000 sec): 3 clusters
  Score: Raw -3607908.879667 + Penalty 4936.329747 = -3602972.549920
  nChanged 110
		SP:Iteration 36Q (9792.370000 sec): 3 clusters
  Score: Raw -3607926.844687 + Penalty 4936.329747 = -3602990.514940
  nChanged 94
		SP:Iteration 37Q (9792.680000 sec): 3 clusters
  Score: Raw -3607943.523953 + Penalty 4936.329747 = -3603007.194206
  nChanged 95
		SP:Iteration 38Q (9793.000000 sec): 3 clusters
  Score: Raw -3607962.023151 + Penalty 4936.329747 = -3603025.693404
  nChanged 90
		SP:Iteration 39Q (9793.320000 sec): 3 clusters
  Score: Raw -3607977.388095 + Penalty 4936.329747 = -3603041.058347
  nChanged 88
		SP:Iteration 40F (9793.630000 sec): 3 clusters
  Score: Raw -3607991.976374 + Penalty 4936.329747 = -3603055.646626
  nChanged 88
		SP:Iteration 41Q (9793.950000 sec): 3 clusters
  Score: Raw -3608003.682254 + Penalty 4936.329747 = -3603067.352507
  nChanged 60
		SP:Iteration 42Q (9794.300000 sec): 3 clusters
  Score: Raw -3608012.198948 + Penalty 4936.329747 = -3603075.869200
  nChanged 59
		SP:Iteration 43Q (9794.570000 sec): 3 clusters
  Score: Raw -3608019.567310 + Penalty 4936.329747 = -3603083.237562
  nChanged 56
		SP:Iteration 44Q (9794.880000 sec): 3 clusters
  Score: Raw -3608026.231711 + Penalty 4936.329747 = -3603089.901964
  nChanged 46
		SP:Iteration 45Q (9795.150000 sec): 3 clusters
  Score: Raw -3608031.669069 + Penalty 4936.329747 = -3603095.339322
  nChanged 39
		SP:Iteration 46Q (9795.430000 sec): 3 clusters
  Score: Raw -3608035.804040 + Penalty 4936.329747 = -3603099.474292
  nChanged 33
		SP:Iteration 47Q (9795.780000 sec): 3 clusters
  Score: Raw -3608039.065720 + Penalty 4936.329747 = -3603102.735972
  nChanged 37
		SP:Iteration 48Q (9796.070000 sec): 3 clusters
  Score: Raw -3608042.953148 + Penalty 4936.329747 = -3603106.623400
  nChanged 31
		SP:Iteration 49Q (9796.390000 sec): 3 clusters
  Score: Raw -3608046.674245 + Penalty 4936.329747 = -3603110.344498
  nChanged 35
		SP:Iteration 50Q (9796.700000 sec): 3 clusters
  Score: Raw -3608050.582037 + Penalty 4936.329747 = -3603114.252289
  nChanged 31
		SP:Iteration 51Q (9797.030000 sec): 3 clusters
  Score: Raw -3608053.973567 + Penalty 4936.329747 = -3603117.643819
  nChanged 26
		SP:Iteration 52Q (9797.330000 sec): 3 clusters
  Score: Raw -3608056.056344 + Penalty 4936.329747 = -3603119.726596
  nChanged 17
		SP:Iteration 53Q (9797.720000 sec): 3 clusters
  Score: Raw -3608057.920491 + Penalty 4936.329747 = -3603121.590743
  nChanged 19
		SP:Iteration 54Q (9798.010000 sec): 3 clusters
  Score: Raw -3608059.970672 + Penalty 4936.329747 = -3603123.640924
  nChanged 16
		SP:Iteration 55Q (9798.370000 sec): 3 clusters
  Score: Raw -3608061.169384 + Penalty 4936.329747 = -3603124.839636
  nChanged 13
		SP:Iteration 56Q (9798.690000 sec): 3 clusters
  Score: Raw -3608062.124450 + Penalty 4936.329747 = -3603125.794702
  nChanged 10
		SP:Iteration 57Q (9798.970000 sec): 3 clusters
  Score: Raw -3608062.924866 + Penalty 4936.329747 = -3603126.595118
  nChanged 11
		SP:Iteration 58Q (9799.270000 sec): 3 clusters
  Score: Raw -3608063.625505 + Penalty 4936.329747 = -3603127.295757
  nChanged 11
		SP:Iteration 59Q (9799.540000 sec): 3 clusters
  Score: Raw -3608064.429709 + Penalty 4936.329747 = -3603128.099961
  nChanged 10
		SP:Iteration 60F (9799.900000 sec): 3 clusters
  Score: Raw -3608065.111396 + Penalty 4936.329747 = -3603128.781648
  nChanged 8
		SP:Iteration 61Q (9800.180000 sec): 3 clusters
  Score: Raw -3608065.651756 + Penalty 4936.329747 = -3603129.322008
  nChanged 6
		SP:Iteration 62Q (9800.480000 sec): 3 clusters
  Score: Raw -3608066.143885 + Penalty 4936.329747 = -3603129.814138
  nChanged 5
		SP:Iteration 63Q (9800.810000 sec): 3 clusters
  Score: Raw -3608066.423755 + Penalty 4936.329747 = -3603130.094007
  nChanged 4
		SP:Iteration 64Q (9801.140000 sec): 3 clusters
  Score: Raw -3608066.838791 + Penalty 4936.329747 = -3603130.509043
  nChanged 6
		SP:Iteration 65Q (9801.460000 sec): 3 clusters
  Score: Raw -3608067.306332 + Penalty 4936.329747 = -3603130.976584
  nChanged 10
		SP:Iteration 66Q (9801.800000 sec): 3 clusters
  Score: Raw -3608068.089682 + Penalty 4936.329747 = -3603131.759934
  nChanged 6
		SP:Iteration 67Q (9802.070000 sec): 3 clusters
  Score: Raw -3608068.527827 + Penalty 4936.329747 = -3603132.198079
  nChanged 5
		SP:Iteration 68Q (9802.330000 sec): 3 clusters
  Score: Raw -3608068.733187 + Penalty 4936.329747 = -3603132.403439
  nChanged 4
		SP:Iteration 69Q (9802.620000 sec): 3 clusters
  Score: Raw -3608069.014037 + Penalty 4936.329747 = -3603132.684290
  nChanged 4
		SP:Iteration 70Q (9802.940000 sec): 3 clusters
  Score: Raw -3608069.366062 + Penalty 4936.329747 = -3603133.036314
  nChanged 2
		SP:Iteration 71Q (9803.320000 sec): 3 clusters
  Score: Raw -3608069.528136 + Penalty 4936.329747 = -3603133.198388
  nChanged 2
		SP:Iteration 72Q (9803.630000 sec): 3 clusters
  Score: Raw -3608069.683360 + Penalty 4936.329747 = -3603133.353613
  nChanged 1
		SP:Iteration 73Q (9804.000000 sec): 3 clusters
  Score: Raw -3608069.742668 + Penalty 4936.329747 = -3603133.412920
  nChanged 0
		SP:Iteration 74F (9804.310000 sec): 3 clusters
  Score: Raw -3608069.742668 + Penalty 4936.329747 = -3603133.412920
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9804.920000 sec): 2 clusters
  Score: Raw -17113501.268414 + Penalty 2845.288241 = -17110655.980173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9805.910000 sec): 3 clusters
  Score: Raw -17051936.502837 + Penalty 5690.576483 = -17046245.926355
  nChanged 45413
		SP:Iteration 1F (9806.850000 sec): 3 clusters
  Score: Raw -17077860.606283 + Penalty 5690.576483 = -17072170.029800
  nChanged 3203
		SP:Iteration 2Q (9807.900000 sec): 3 clusters
  Score: Raw -17078656.874184 + Penalty 5690.576483 = -17072966.297702
  nChanged 3208
		SP:Iteration 3Q (9808.820000 sec): 3 clusters
  Score: Raw -17079550.044707 + Penalty 5690.576483 = -17073859.468224
  nChanged 3489
		SP:Iteration 4Q (9809.790000 sec): 3 clusters
  Score: Raw -17080702.892560 + Penalty 5690.576483 = -17075012.316077
  nChanged 3980
		SP:Iteration 5Q (9810.630000 sec): 3 clusters
  Score: Raw -17082222.283591 + Penalty 5690.576483 = -17076531.707108
  nChanged 4732
		SP:Iteration 6Q (9811.480000 sec): 3 clusters
  Score: Raw -17084283.862614 + Penalty 5690.576483 = -17078593.286132
  nChanged 5480
		SP:Iteration 7F (9812.340000 sec): 3 clusters
  Score: Raw -17087138.073302 + Penalty 5690.576483 = -17081447.496819
  nChanged 6262
		SP:Iteration 8F (9813.120000 sec): 3 clusters
  Score: Raw -17091238.613967 + Penalty 5690.576483 = -17085548.037485
  nChanged 7045
		SP:Iteration 9F (9813.870000 sec): 3 clusters
  Score: Raw -17096800.828220 + Penalty 5690.576483 = -17091110.251738
  nChanged 6508
		SP:Iteration 10F (9814.540000 sec): 3 clusters
  Score: Raw -17102361.517290 + Penalty 5690.576483 = -17096670.940807
  nChanged 4873
		SP:Iteration 11F (9815.240000 sec): 3 clusters
  Score: Raw -17106512.594291 + Penalty 5690.576483 = -17100822.017809
  nChanged 3061
		SP:Iteration 12Q (9816.040000 sec): 3 clusters
  Score: Raw -17109055.020453 + Penalty 5690.576483 = -17103364.443970
  nChanged 1951
		SP:Iteration 13Q (9816.790000 sec): 3 clusters
  Score: Raw -17110656.721844 + Penalty 5690.576483 = -17104966.145361
  nChanged 1265
		SP:Iteration 14Q (9817.450000 sec): 3 clusters
  Score: Raw -17111613.705802 + Penalty 5690.576483 = -17105923.129320
  nChanged 886
		SP:Iteration 15Q (9818.120000 sec): 3 clusters
  Score: Raw -17112153.102274 + Penalty 5690.576483 = -17106462.525791
  nChanged 646
		SP:Iteration 16Q (9818.810000 sec): 3 clusters
  Score: Raw -17112514.661825 + Penalty 5690.576483 = -17106824.085342
  nChanged 518
		SP:Iteration 17Q (9819.530000 sec): 3 clusters
  Score: Raw -17112760.288216 + Penalty 5690.576483 = -17107069.711733
  nChanged 412
		SP:Iteration 18Q (9820.220000 sec): 3 clusters
  Score: Raw -17112948.782658 + Penalty 5690.576483 = -17107258.206175
  nChanged 340
		SP:Iteration 19Q (9820.900000 sec): 3 clusters
  Score: Raw -17113108.334229 + Penalty 5690.576483 = -17107417.757746
  nChanged 293
		SP:Iteration 20F (9821.660000 sec): 3 clusters
  Score: Raw -17113243.854497 + Penalty 5690.576483 = -17107553.278015
  nChanged 264
		SP:Iteration 21Q (9822.380000 sec): 3 clusters
  Score: Raw -17113363.205625 + Penalty 5690.576483 = -17107672.629143
  nChanged 227
		SP:Iteration 22Q (9823.050000 sec): 3 clusters
  Score: Raw -17113462.004521 + Penalty 5690.576483 = -17107771.428039
  nChanged 185
		SP:Iteration 23Q (9823.710000 sec): 3 clusters
  Score: Raw -17113536.927695 + Penalty 5690.576483 = -17107846.351213
  nChanged 163
		SP:Iteration 24Q (9824.390000 sec): 3 clusters
  Score: Raw -17113601.080456 + Penalty 5690.576483 = -17107910.503974
  nChanged 121
		SP:Iteration 25Q (9825.120000 sec): 3 clusters
  Score: Raw -17113642.332739 + Penalty 5690.576483 = -17107951.756256
  nChanged 102
		SP:Iteration 26Q (9825.840000 sec): 3 clusters
  Score: Raw -17113675.233064 + Penalty 5690.576483 = -17107984.656581
  nChanged 89
		SP:Iteration 27Q (9826.440000 sec): 3 clusters
  Score: Raw -17113704.382707 + Penalty 5690.576483 = -17108013.806225
  nChanged 73
		SP:Iteration 28Q (9827.130000 sec): 3 clusters
  Score: Raw -17113729.485885 + Penalty 5690.576483 = -17108038.909403
  nChanged 73
		SP:Iteration 29Q (9827.910000 sec): 3 clusters
  Score: Raw -17113755.630790 + Penalty 5690.576483 = -17108065.054307
  nChanged 69
		SP:Iteration 30Q (9828.600000 sec): 3 clusters
  Score: Raw -17113780.379344 + Penalty 5690.576483 = -17108089.802862
  nChanged 51
		SP:Iteration 31Q (9829.310000 sec): 3 clusters
  Score: Raw -17113798.565852 + Penalty 5690.576483 = -17108107.989370
  nChanged 57
		SP:Iteration 32Q (9829.910000 sec): 3 clusters
  Score: Raw -17113820.192423 + Penalty 5690.576483 = -17108129.615940
  nChanged 55
		SP:Iteration 33Q (9830.550000 sec): 3 clusters
  Score: Raw -17113841.070128 + Penalty 5690.576483 = -17108150.493645
  nChanged 44
		SP:Iteration 34Q (9831.150000 sec): 3 clusters
  Score: Raw -17113854.229358 + Penalty 5690.576483 = -17108163.652876
  nChanged 42
		SP:Iteration 35Q (9831.750000 sec): 3 clusters
  Score: Raw -17113869.145841 + Penalty 5690.576483 = -17108178.569358
  nChanged 32
		SP:Iteration 36Q (9832.410000 sec): 3 clusters
  Score: Raw -17113880.671768 + Penalty 5690.576483 = -17108190.095286
  nChanged 33
		SP:Iteration 37Q (9833.020000 sec): 3 clusters
  Score: Raw -17113892.358363 + Penalty 5690.576483 = -17108201.781880
  nChanged 27
		SP:Iteration 38Q (9833.600000 sec): 3 clusters
  Score: Raw -17113899.264297 + Penalty 5690.576483 = -17108208.687814
  nChanged 19
		SP:Iteration 39Q (9834.220000 sec): 3 clusters
  Score: Raw -17113903.890655 + Penalty 5690.576483 = -17108213.314173
  nChanged 12
		SP:Iteration 40F (9834.920000 sec): 3 clusters
  Score: Raw -17113908.009263 + Penalty 5690.576483 = -17108217.432780
  nChanged 12
		SP:Iteration 41Q (9835.600000 sec): 3 clusters
  Score: Raw -17113911.396244 + Penalty 5690.576483 = -17108220.819761
  nChanged 5
		SP:Iteration 42Q (9836.230000 sec): 3 clusters
  Score: Raw -17113912.766872 + Penalty 5690.576483 = -17108222.190389
  nChanged 4
		SP:Iteration 43Q (9836.830000 sec): 3 clusters
  Score: Raw -17113913.490077 + Penalty 5690.576483 = -17108222.913594
  nChanged 3
		SP:Iteration 44Q (9837.490000 sec): 3 clusters
  Score: Raw -17113914.517057 + Penalty 5690.576483 = -17108223.940575
  nChanged 5
		SP:Iteration 45Q (9838.110000 sec): 3 clusters
  Score: Raw -17113916.360725 + Penalty 5690.576483 = -17108225.784243
  nChanged 4
		SP:Iteration 46Q (9838.740000 sec): 3 clusters
  Score: Raw -17113917.751375 + Penalty 5690.576483 = -17108227.174893
  nChanged 5
		SP:Iteration 47Q (9839.350000 sec): 3 clusters
  Score: Raw -17113919.137556 + Penalty 5690.576483 = -17108228.561074
  nChanged 6
		SP:Iteration 48Q (9840.070000 sec): 3 clusters
  Score: Raw -17113920.508151 + Penalty 5690.576483 = -17108229.931669
  nChanged 2
		SP:Iteration 49Q (9840.790000 sec): 3 clusters
  Score: Raw -17113921.476978 + Penalty 5690.576483 = -17108230.900495
  nChanged 4
		SP:Iteration 50Q (9841.510000 sec): 3 clusters
  Score: Raw -17113922.794574 + Penalty 5690.576483 = -17108232.218092
  nChanged 7
		SP:Iteration 51Q (9842.270000 sec): 3 clusters
  Score: Raw -17113924.149356 + Penalty 5690.576483 = -17108233.572873
  nChanged 3
		SP:Iteration 52Q (9842.980000 sec): 3 clusters
  Score: Raw -17113924.660609 + Penalty 5690.576483 = -17108234.084126
  nChanged 2
		SP:Iteration 53Q (9843.730000 sec): 3 clusters
  Score: Raw -17113925.334017 + Penalty 5690.576483 = -17108234.757535
  nChanged 4
		SP:Iteration 54Q (9844.510000 sec): 3 clusters
  Score: Raw -17113926.347618 + Penalty 5690.576483 = -17108235.771136
  nChanged 2
		SP:Iteration 55Q (9845.250000 sec): 3 clusters
  Score: Raw -17113926.715534 + Penalty 5690.576483 = -17108236.139051
  nChanged 3
		SP:Iteration 56Q (9845.890000 sec): 3 clusters
  Score: Raw -17113927.605610 + Penalty 5690.576483 = -17108237.029127
  nChanged 3
		SP:Iteration 57Q (9846.540000 sec): 3 clusters
  Score: Raw -17113928.461911 + Penalty 5690.576483 = -17108237.885428
  nChanged 3
		SP:Iteration 58Q (9847.170000 sec): 3 clusters
  Score: Raw -17113929.420846 + Penalty 5690.576483 = -17108238.844363
  nChanged 5
		SP:Iteration 59Q (9847.930000 sec): 3 clusters
  Score: Raw -17113930.570694 + Penalty 5690.576483 = -17108239.994211
  nChanged 2
		SP:Iteration 60F (9848.800000 sec): 3 clusters
  Score: Raw -17113931.036958 + Penalty 5690.576483 = -17108240.460475
  nChanged 2
		SP:Iteration 61Q (9849.640000 sec): 3 clusters
  Score: Raw -17113931.331239 + Penalty 5690.576483 = -17108240.754756
  nChanged 1
		SP:Iteration 62Q (9850.490000 sec): 3 clusters
  Score: Raw -17113931.588505 + Penalty 5690.576483 = -17108241.012023
  nChanged 2
		SP:Iteration 63Q (9851.360000 sec): 3 clusters
  Score: Raw -17113932.121734 + Penalty 5690.576483 = -17108241.545251
  nChanged 2
		SP:Iteration 64Q (9852.110000 sec): 3 clusters
  Score: Raw -17113932.315348 + Penalty 5690.576483 = -17108241.738865
  nChanged 1
		SP:Iteration 65Q (9852.790000 sec): 3 clusters
  Score: Raw -17113932.594243 + Penalty 5690.576483 = -17108242.017761
  nChanged 3
		SP:Iteration 66Q (9853.460000 sec): 3 clusters
  Score: Raw -17113933.142350 + Penalty 5690.576483 = -17108242.565867
  nChanged 0
		SP:Iteration 67F (9854.100000 sec): 3 clusters
  Score: Raw -17113933.142350 + Penalty 5690.576483 = -17108242.565867
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9854.180000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9854.350000 sec): 3 clusters
  Score: Raw -82562.070124 + Penalty 3110.410262 = -79451.659862
  nChanged 97
		SP:Iteration 1F (9854.510000 sec): 3 clusters
  Score: Raw -82740.715268 + Penalty 3110.410262 = -79630.305006
  nChanged 18
		SP:Iteration 2Q (9854.670000 sec): 3 clusters
  Score: Raw -82787.689190 + Penalty 3110.410262 = -79677.278928
  nChanged 17
		SP:Iteration 3Q (9854.860000 sec): 3 clusters
  Score: Raw -82824.701871 + Penalty 3110.410262 = -79714.291609
  nChanged 9
		SP:Iteration 4Q (9855.020000 sec): 3 clusters
  Score: Raw -82853.659593 + Penalty 3110.410262 = -79743.249331
  nChanged 18
		SP:Iteration 5Q (9855.150000 sec): 3 clusters
  Score: Raw -82922.829673 + Penalty 3110.410262 = -79812.419411
  nChanged 9
		SP:Iteration 6Q (9855.310000 sec): 3 clusters
  Score: Raw -82942.303210 + Penalty 3110.410262 = -79831.892948
  nChanged 4
		SP:Iteration 7Q (9855.470000 sec): 3 clusters
  Score: Raw -82956.552591 + Penalty 3110.410262 = -79846.142328
  nChanged 1
		SP:Iteration 8Q (9855.630000 sec): 3 clusters
  Score: Raw -82961.368331 + Penalty 3110.410262 = -79850.958069
  nChanged 2
		SP:Iteration 9Q (9855.790000 sec): 3 clusters
  Score: Raw -82967.063838 + Penalty 3110.410262 = -79856.653575
  nChanged 0
		SP:Iteration 10F (9855.950000 sec): 3 clusters
  Score: Raw -82967.063838 + Penalty 3110.410262 = -79856.653575
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9856.040000 sec): 2 clusters
  Score: Raw -52344.091085 + Penalty 1447.033063 = -50897.058022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9856.210000 sec): 3 clusters
  Score: Raw -52594.546290 + Penalty 2894.066126 = -49700.480165
  nChanged 72
		SP:Iteration 1F (9856.380000 sec): 3 clusters
  Score: Raw -52823.254898 + Penalty 2894.066126 = -49929.188773
  nChanged 30
		SP:Iteration 2F (9856.510000 sec): 3 clusters
  Score: Raw -52934.424516 + Penalty 2894.066126 = -50040.358390
  nChanged 16
		SP:Iteration 3Q (9856.680000 sec): 3 clusters
  Score: Raw -52971.475519 + Penalty 2894.066126 = -50077.409394
  nChanged 15
		SP:Iteration 4Q (9856.840000 sec): 3 clusters
  Score: Raw -53038.548865 + Penalty 2894.066126 = -50144.482739
  nChanged 16
		SP:Iteration 5Q (9857.000000 sec): 3 clusters
  Score: Raw -53217.755720 + Penalty 2894.066126 = -50323.689595
  nChanged 21
		SP:Iteration 6F (9857.170000 sec): 3 clusters
  Score: Raw -53445.896046 + Penalty 2894.066126 = -50551.829921
  nChanged 15
		SP:Iteration 7Q (9857.340000 sec): 3 clusters
  Score: Raw -53583.659553 + Penalty 2894.066126 = -50689.593428
  nChanged 11
		SP:Iteration 8Q (9857.520000 sec): 3 clusters
  Score: Raw -53654.822533 + Penalty 2894.066126 = -50760.756408
  nChanged 5
		SP:Iteration 9Q (9857.650000 sec): 3 clusters
  Score: Raw -53705.162377 + Penalty 2894.066126 = -50811.096252
  nChanged 3
		SP:Iteration 10Q (9857.780000 sec): 3 clusters
  Score: Raw -53716.672569 + Penalty 2894.066126 = -50822.606443
  nChanged 3
		SP:Iteration 11Q (9857.950000 sec): 3 clusters
  Score: Raw -53753.061216 + Penalty 2894.066126 = -50858.995091
  nChanged 4
		SP:Iteration 12Q (9858.110000 sec): 3 clusters
  Score: Raw -53886.650926 + Penalty 2894.066126 = -50992.584800
  nChanged 7
		SP:Iteration 13Q (9858.270000 sec): 3 clusters
  Score: Raw -54018.958973 + Penalty 2894.066126 = -51124.892847
  nChanged 3
		SP:Iteration 14Q (9858.440000 sec): 3 clusters
  Score: Raw -54032.538054 + Penalty 2894.066126 = -51138.471929
  nChanged 1
		SP:Iteration 15Q (9858.620000 sec): 3 clusters
  Score: Raw -54037.301432 + Penalty 2894.066126 = -51143.235307
  nChanged 1
		SP:Iteration 16Q (9858.770000 sec): 3 clusters
  Score: Raw -54061.656978 + Penalty 2894.066126 = -51167.590853
  nChanged 1
		SP:Iteration 17Q (9858.950000 sec): 3 clusters
  Score: Raw -54079.706648 + Penalty 2894.066126 = -51185.640523
  nChanged 2
		SP:Iteration 18Q (9859.040000 sec): 3 clusters
  Score: Raw -54083.928831 + Penalty 2894.066126 = -51189.862705
  nChanged 0
		SP:Iteration 19F (9859.190000 sec): 3 clusters
  Score: Raw -54089.101115 + Penalty 2894.066126 = -51195.034989
  nChanged 2
		SP:Iteration 20F (9859.350000 sec): 3 clusters
  Score: Raw -54383.245084 + Penalty 2894.066126 = -51489.178959
  nChanged 4
		SP:Iteration 21Q (9859.510000 sec): 3 clusters
  Score: Raw -54417.439540 + Penalty 2894.066126 = -51523.373414
  nChanged 2
		SP:Iteration 22Q (9859.670000 sec): 3 clusters
  Score: Raw -54463.344535 + Penalty 2894.066126 = -51569.278409
  nChanged 1
		SP:Iteration 23Q (9859.830000 sec): 3 clusters
  Score: Raw -54515.136115 + Penalty 2894.066126 = -51621.069989
  nChanged 1
		SP:Iteration 24Q (9859.990000 sec): 3 clusters
  Score: Raw -54518.625413 + Penalty 2894.066126 = -51624.559288
  nChanged 0
		SP:Iteration 25F (9860.190000 sec): 3 clusters
  Score: Raw -54518.625413 + Penalty 2894.066126 = -51624.559288
  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 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9860.270000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9860.390000 sec): 3 clusters
  Score: Raw -18209.085529 + Penalty 2331.438261 = -15877.647268
  nChanged 1
		SP:Iteration 1Q (9860.550000 sec): 3 clusters
  Score: Raw -18219.882567 + Penalty 2331.438261 = -15888.444306
  nChanged 0
		SP:Iteration 2F (9860.710000 sec): 3 clusters
  Score: Raw -18219.882567 + Penalty 2331.438261 = -15888.444306
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9860.790000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9860.950000 sec): 3 clusters
  Score: Raw -79077.914279 + Penalty 3061.163496 = -76016.750783
  nChanged 88
		SP:Iteration 1F (9861.110000 sec): 3 clusters
  Score: Raw -79257.455327 + Penalty 3061.163496 = -76196.291831
  nChanged 21
		SP:Iteration 2Q (9861.300000 sec): 3 clusters
  Score: Raw -79312.034616 + Penalty 3061.163496 = -76250.871119
  nChanged 11
		SP:Iteration 3Q (9861.470000 sec): 3 clusters
  Score: Raw -79342.830154 + Penalty 3061.163496 = -76281.666658
  nChanged 4
		SP:Iteration 4Q (9861.620000 sec): 3 clusters
  Score: Raw -79350.267755 + Penalty 3061.163496 = -76289.104259
  nChanged 1
		SP:Iteration 5Q (9861.770000 sec): 3 clusters
  Score: Raw -79352.258608 + Penalty 3061.163496 = -76291.095112
  nChanged 0
		SP:Iteration 6F (9861.930000 sec): 3 clusters
  Score: Raw -79352.258608 + Penalty 3061.163496 = -76291.095112
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9862.010000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9862.170000 sec): 3 clusters
  Score: Raw -128730.863511 + Penalty 3282.894536 = -125447.968975
  nChanged 160
		SP:Iteration 1F (9862.330000 sec): 3 clusters
  Score: Raw -128993.721276 + Penalty 3282.894536 = -125710.826740
  nChanged 45
		SP:Iteration 2F (9862.510000 sec): 3 clusters
  Score: Raw -129093.702279 + Penalty 3282.894536 = -125810.807744
  nChanged 28
		SP:Iteration 3Q (9862.680000 sec): 3 clusters
  Score: Raw -129142.810317 + Penalty 3282.894536 = -125859.915781
  nChanged 28
		SP:Iteration 4Q (9862.800000 sec): 3 clusters
  Score: Raw -129199.866953 + Penalty 3282.894536 = -125916.972417
  nChanged 20
		SP:Iteration 5Q (9862.950000 sec): 3 clusters
  Score: Raw -129239.192877 + Penalty 3282.894536 = -125956.298342
  nChanged 16
		SP:Iteration 6Q (9863.110000 sec): 3 clusters
  Score: Raw -129268.584852 + Penalty 3282.894536 = -125985.690316
  nChanged 6
		SP:Iteration 7Q (9863.270000 sec): 3 clusters
  Score: Raw -129275.695172 + Penalty 3282.894536 = -125992.800636
  nChanged 5
		SP:Iteration 8Q (9863.430000 sec): 3 clusters
  Score: Raw -129283.427176 + Penalty 3282.894536 = -126000.532640
  nChanged 5
		SP:Iteration 9Q (9863.590000 sec): 3 clusters
  Score: Raw -129299.230623 + Penalty 3282.894536 = -126016.336087
  nChanged 6
		SP:Iteration 10Q (9863.740000 sec): 3 clusters
  Score: Raw -129308.739646 + Penalty 3282.894536 = -126025.845110
  nChanged 4
		SP:Iteration 11Q (9863.910000 sec): 3 clusters
  Score: Raw -129314.357165 + Penalty 3282.894536 = -126031.462629
  nChanged 3
		SP:Iteration 12Q (9864.060000 sec): 3 clusters
  Score: Raw -129318.741386 + Penalty 3282.894536 = -126035.846850
  nChanged 0
		SP:Iteration 13F (9864.210000 sec): 3 clusters
  Score: Raw -129318.741386 + Penalty 3282.894536 = -126035.846850
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9864.280000 sec): 2 clusters
  Score: Raw -17499.501171 + Penalty 1280.866922 = -16218.634250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9864.440000 sec): 3 clusters
  Score: Raw -17762.471975 + Penalty 2561.733843 = -15200.738132
  nChanged 22
		SP:Iteration 1F (9864.600000 sec): 3 clusters
  Score: Raw -17892.690461 + Penalty 2561.733843 = -15330.956618
  nChanged 8
		SP:Iteration 2Q (9864.760000 sec): 3 clusters
  Score: Raw -17950.415949 + Penalty 2561.733843 = -15388.682106
  nChanged 1
		SP:Iteration 3Q (9864.920000 sec): 3 clusters
  Score: Raw -17952.349294 + Penalty 2561.733843 = -15390.615451
  nChanged 0
		SP:Iteration 4F (9865.080000 sec): 3 clusters
  Score: Raw -17952.349294 + Penalty 2561.733843 = -15390.615451
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9865.150000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9865.290000 sec): 3 clusters
  Score: Raw -134651.109647 + Penalty 3290.125943 = -131360.983704
  nChanged 177
		SP:Iteration 1F (9865.460000 sec): 3 clusters
  Score: Raw -134935.094868 + Penalty 3290.125943 = -131644.968925
  nChanged 56
		SP:Iteration 2F (9865.600000 sec): 3 clusters
  Score: Raw -135026.143814 + Penalty 3290.125943 = -131736.017871
  nChanged 26
		SP:Iteration 3Q (9865.740000 sec): 3 clusters
  Score: Raw -135064.436152 + Penalty 3290.125943 = -131774.310209
  nChanged 10
		SP:Iteration 4Q (9865.890000 sec): 3 clusters
  Score: Raw -135081.627523 + Penalty 3290.125943 = -131791.501580
  nChanged 7
		SP:Iteration 5Q (9866.030000 sec): 3 clusters
  Score: Raw -135089.619241 + Penalty 3290.125943 = -131799.493298
  nChanged 6
		SP:Iteration 6Q (9866.180000 sec): 3 clusters
  Score: Raw -135097.014674 + Penalty 3290.125943 = -131806.888731
  nChanged 2
		SP:Iteration 7Q (9866.350000 sec): 3 clusters
  Score: Raw -135100.797953 + Penalty 3290.125943 = -131810.672011
  nChanged 0
		SP:Iteration 8F (9866.540000 sec): 3 clusters
  Score: Raw -135100.797953 + Penalty 3290.125943 = -131810.672011
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9866.630000 sec): 2 clusters
  Score: Raw -272936.469462 + Penalty 1825.463496 = -271111.005966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9866.760000 sec): 3 clusters
  Score: Raw -272472.951835 + Penalty 3650.926992 = -268822.024843
  nChanged 465
		SP:Iteration 1F (9866.920000 sec): 3 clusters
  Score: Raw -272914.409432 + Penalty 3650.926992 = -269263.482440
  nChanged 118
		SP:Iteration 2F (9867.080000 sec): 3 clusters
  Score: Raw -273091.681140 + Penalty 3650.926992 = -269440.754148
  nChanged 93
		SP:Iteration 3F (9867.240000 sec): 3 clusters
  Score: Raw -273239.006561 + Penalty 3650.926992 = -269588.079569
  nChanged 83
		SP:Iteration 4F (9867.410000 sec): 3 clusters
  Score: Raw -273349.674162 + Penalty 3650.926992 = -269698.747170
  nChanged 54
		SP:Iteration 5Q (9867.600000 sec): 3 clusters
  Score: Raw -273417.755979 + Penalty 3650.926992 = -269766.828987
  nChanged 46
		SP:Iteration 6Q (9867.730000 sec): 3 clusters
  Score: Raw -273470.614033 + Penalty 3650.926992 = -269819.687041
  nChanged 33
		SP:Iteration 7Q (9867.900000 sec): 3 clusters
  Score: Raw -273523.326593 + Penalty 3650.926992 = -269872.399601
  nChanged 33
		SP:Iteration 8Q (9868.060000 sec): 3 clusters
  Score: Raw -273566.688394 + Penalty 3650.926992 = -269915.761402
  nChanged 26
		SP:Iteration 9Q (9868.220000 sec): 3 clusters
  Score: Raw -273596.811912 + Penalty 3650.926992 = -269945.884920
  nChanged 17
		SP:Iteration 10Q (9868.380000 sec): 3 clusters
  Score: Raw -273613.043519 + Penalty 3650.926992 = -269962.116527
  nChanged 11
		SP:Iteration 11Q (9868.540000 sec): 3 clusters
  Score: Raw -273628.277616 + Penalty 3650.926992 = -269977.350624
  nChanged 10
		SP:Iteration 12Q (9868.700000 sec): 3 clusters
  Score: Raw -273643.436066 + Penalty 3650.926992 = -269992.509074
  nChanged 15
		SP:Iteration 13Q (9868.890000 sec): 3 clusters
  Score: Raw -273662.238314 + Penalty 3650.926992 = -270011.311322
  nChanged 5
		SP:Iteration 14Q (9869.090000 sec): 3 clusters
  Score: Raw -273667.047567 + Penalty 3650.926992 = -270016.120575
  nChanged 6
		SP:Iteration 15Q (9869.210000 sec): 3 clusters
  Score: Raw -273673.274755 + Penalty 3650.926992 = -270022.347763
  nChanged 4
		SP:Iteration 16Q (9869.350000 sec): 3 clusters
  Score: Raw -273677.244714 + Penalty 3650.926992 = -270026.317722
  nChanged 5
		SP:Iteration 17Q (9869.500000 sec): 3 clusters
  Score: Raw -273681.653868 + Penalty 3650.926992 = -270030.726876
  nChanged 3
		SP:Iteration 18Q (9869.640000 sec): 3 clusters
  Score: Raw -273684.018094 + Penalty 3650.926992 = -270033.091102
  nChanged 3
		SP:Iteration 19Q (9869.780000 sec): 3 clusters
  Score: Raw -273688.102802 + Penalty 3650.926992 = -270037.175810
  nChanged 6
		SP:Iteration 20F (9869.930000 sec): 3 clusters
  Score: Raw -273693.031197 + Penalty 3650.926992 = -270042.104206
  nChanged 4
		SP:Iteration 21Q (9870.100000 sec): 3 clusters
  Score: Raw -273695.818502 + Penalty 3650.926992 = -270044.891510
  nChanged 1
		SP:Iteration 22Q (9870.280000 sec): 3 clusters
  Score: Raw -273696.056552 + Penalty 3650.926992 = -270045.129560
  nChanged 1
		SP:Iteration 23Q (9870.460000 sec): 3 clusters
  Score: Raw -273696.826145 + Penalty 3650.926992 = -270045.899153
  nChanged 0
		SP:Iteration 24F (9870.620000 sec): 3 clusters
  Score: Raw -273696.826145 + Penalty 3650.926992 = -270045.899153
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9870.700000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9870.870000 sec): 3 clusters
  Score: Raw -60067.393782 + Penalty 2976.701779 = -57090.692002
  nChanged 76
		SP:Iteration 1F (9871.030000 sec): 3 clusters
  Score: Raw -60243.681369 + Penalty 2976.701779 = -57266.979589
  nChanged 13
		SP:Iteration 2Q (9871.190000 sec): 3 clusters
  Score: Raw -60289.167747 + Penalty 2976.701779 = -57312.465968
  nChanged 12
		SP:Iteration 3Q (9871.360000 sec): 3 clusters
  Score: Raw -60415.669508 + Penalty 2976.701779 = -57438.967728
  nChanged 18
		SP:Iteration 4Q (9871.500000 sec): 3 clusters
  Score: Raw -60535.797345 + Penalty 2976.701779 = -57559.095566
  nChanged 13
		SP:Iteration 5Q (9871.650000 sec): 3 clusters
  Score: Raw -60613.847786 + Penalty 2976.701779 = -57637.146006
  nChanged 13
		SP:Iteration 6Q (9871.800000 sec): 3 clusters
  Score: Raw -60722.971117 + Penalty 2976.701779 = -57746.269338
  nChanged 8
		SP:Iteration 7Q (9871.970000 sec): 3 clusters
  Score: Raw -60750.579714 + Penalty 2976.701779 = -57773.877935
  nChanged 5
		SP:Iteration 8Q (9872.130000 sec): 3 clusters
  Score: Raw -60765.827665 + Penalty 2976.701779 = -57789.125885
  nChanged 5
		SP:Iteration 9Q (9872.300000 sec): 3 clusters
  Score: Raw -60778.508440 + Penalty 2976.701779 = -57801.806660
  nChanged 3
		SP:Iteration 10Q (9872.460000 sec): 3 clusters
  Score: Raw -60792.891332 + Penalty 2976.701779 = -57816.189552
  nChanged 3
		SP:Iteration 11Q (9872.630000 sec): 3 clusters
  Score: Raw -60809.788118 + Penalty 2976.701779 = -57833.086339
  nChanged 5
		SP:Iteration 12Q (9872.790000 sec): 3 clusters
  Score: Raw -60821.736259 + Penalty 2976.701779 = -57845.034480
  nChanged 2
		SP:Iteration 13Q (9872.950000 sec): 3 clusters
  Score: Raw -60827.035592 + Penalty 2976.701779 = -57850.333813
  nChanged 1
		SP:Iteration 14Q (9873.100000 sec): 3 clusters
  Score: Raw -60829.713071 + Penalty 2976.701779 = -57853.011292
  nChanged 0
		SP:Iteration 15F (9873.270000 sec): 3 clusters
  Score: Raw -60829.713071 + Penalty 2976.701779 = -57853.011292
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9873.330000 sec): 2 clusters
  Score: Raw -186861.859214 + Penalty 1743.871832 = -185117.987382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9873.490000 sec): 3 clusters
  Score: Raw -186604.952872 + Penalty 3487.743664 = -183117.209207
  nChanged 278
		SP:Iteration 1F (9873.660000 sec): 3 clusters
  Score: Raw -187002.566617 + Penalty 3487.743664 = -183514.822953
  nChanged 96
		SP:Iteration 2F (9873.820000 sec): 3 clusters
  Score: Raw -187269.305029 + Penalty 3487.743664 = -183781.561365
  nChanged 98
		SP:Iteration 3F (9873.990000 sec): 3 clusters
  Score: Raw -187503.532739 + Penalty 3487.743664 = -184015.789075
  nChanged 71
		SP:Iteration 4F (9874.150000 sec): 3 clusters
  Score: Raw -187650.093654 + Penalty 3487.743664 = -184162.349990
  nChanged 43
		SP:Iteration 5Q (9874.320000 sec): 3 clusters
  Score: Raw -187747.335748 + Penalty 3487.743664 = -184259.592084
  nChanged 29
		SP:Iteration 6Q (9874.470000 sec): 3 clusters
  Score: Raw -187795.068846 + Penalty 3487.743664 = -184307.325181
  nChanged 13
		SP:Iteration 7Q (9874.650000 sec): 3 clusters
  Score: Raw -187817.665012 + Penalty 3487.743664 = -184329.921348
  nChanged 10
		SP:Iteration 8Q (9874.810000 sec): 3 clusters
  Score: Raw -187839.412302 + Penalty 3487.743664 = -184351.668638
  nChanged 8
		SP:Iteration 9Q (9874.970000 sec): 3 clusters
  Score: Raw -187850.722972 + Penalty 3487.743664 = -184362.979307
  nChanged 7
		SP:Iteration 10Q (9875.140000 sec): 3 clusters
  Score: Raw -187859.539740 + Penalty 3487.743664 = -184371.796076
  nChanged 6
		SP:Iteration 11Q (9875.300000 sec): 3 clusters
  Score: Raw -187865.474517 + Penalty 3487.743664 = -184377.730853
  nChanged 3
		SP:Iteration 12Q (9875.460000 sec): 3 clusters
  Score: Raw -187871.343362 + Penalty 3487.743664 = -184383.599698
  nChanged 3
		SP:Iteration 13Q (9875.620000 sec): 3 clusters
  Score: Raw -187875.463817 + Penalty 3487.743664 = -184387.720152
  nChanged 3
		SP:Iteration 14Q (9875.820000 sec): 3 clusters
  Score: Raw -187877.930585 + Penalty 3487.743664 = -184390.186921
  nChanged 0
		SP:Iteration 15F (9875.930000 sec): 3 clusters
  Score: Raw -187877.930585 + Penalty 3487.743664 = -184390.186921
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9876.540000 sec): 2 clusters
  Score: Raw -19110358.528567 + Penalty 2854.512628 = -19107504.015939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9877.370000 sec): 3 clusters
  Score: Raw -19046280.266278 + Penalty 5709.025257 = -19040571.241021
  nChanged 47356
		SP:Iteration 1F (9878.170000 sec): 3 clusters
  Score: Raw -19073202.508682 + Penalty 5709.025257 = -19067493.483426
  nChanged 3163
		SP:Iteration 2Q (9879.010000 sec): 3 clusters
  Score: Raw -19073960.608555 + Penalty 5709.025257 = -19068251.583298
  nChanged 3237
		SP:Iteration 3Q (9879.970000 sec): 3 clusters
  Score: Raw -19074856.675134 + Penalty 5709.025257 = -19069147.649877
  nChanged 3495
		SP:Iteration 4Q (9880.960000 sec): 3 clusters
  Score: Raw -19076126.934517 + Penalty 5709.025257 = -19070417.909261
  nChanged 4178
		SP:Iteration 5Q (9881.970000 sec): 3 clusters
  Score: Raw -19078104.143246 + Penalty 5709.025257 = -19072395.117989
  nChanged 4946
		SP:Iteration 6Q (9882.970000 sec): 3 clusters
  Score: Raw -19081198.940425 + Penalty 5709.025257 = -19075489.915168
  nChanged 5906
		SP:Iteration 7F (9883.920000 sec): 3 clusters
  Score: Raw -19085904.748971 + Penalty 5709.025257 = -19080195.723715
  nChanged 6725
		SP:Iteration 8F (9884.880000 sec): 3 clusters
  Score: Raw -19091923.237555 + Penalty 5709.025257 = -19086214.212299
  nChanged 6553
		SP:Iteration 9F (9885.800000 sec): 3 clusters
  Score: Raw -19098066.115489 + Penalty 5709.025257 = -19092357.090232
  nChanged 5535
		SP:Iteration 10F (9886.760000 sec): 3 clusters
  Score: Raw -19103210.135618 + Penalty 5709.025257 = -19097501.110361
  nChanged 4002
		SP:Iteration 11Q (9887.590000 sec): 3 clusters
  Score: Raw -19106708.788477 + Penalty 5709.025257 = -19100999.763221
  nChanged 2687
		SP:Iteration 12Q (9888.430000 sec): 3 clusters
  Score: Raw -19108746.054221 + Penalty 5709.025257 = -19103037.028965
  nChanged 1665
		SP:Iteration 13Q (9889.110000 sec): 3 clusters
  Score: Raw -19109756.994171 + Penalty 5709.025257 = -19104047.968915
  nChanged 1051
		SP:Iteration 14Q (9889.730000 sec): 3 clusters
  Score: Raw -19110321.348307 + Penalty 5709.025257 = -19104612.323051
  nChanged 694
		SP:Iteration 15Q (9890.460000 sec): 3 clusters
  Score: Raw -19110638.189617 + Penalty 5709.025257 = -19104929.164360
  nChanged 507
		SP:Iteration 16Q (9891.190000 sec): 3 clusters
  Score: Raw -19110837.540908 + Penalty 5709.025257 = -19105128.515651
  nChanged 388
		SP:Iteration 17Q (9891.850000 sec): 3 clusters
  Score: Raw -19110976.066212 + Penalty 5709.025257 = -19105267.040955
  nChanged 263
		SP:Iteration 18Q (9892.620000 sec): 3 clusters
  Score: Raw -19111057.497416 + Penalty 5709.025257 = -19105348.472159
  nChanged 196
		SP:Iteration 19Q (9893.270000 sec): 3 clusters
  Score: Raw -19111110.941666 + Penalty 5709.025257 = -19105401.916410
  nChanged 154
		SP:Iteration 20F (9894.020000 sec): 3 clusters
  Score: Raw -19111154.334069 + Penalty 5709.025257 = -19105445.308812
  nChanged 126
		SP:Iteration 21Q (9894.770000 sec): 3 clusters
  Score: Raw -19111187.981373 + Penalty 5709.025257 = -19105478.956116
  nChanged 96
		SP:Iteration 22Q (9895.490000 sec): 3 clusters
  Score: Raw -19111214.257695 + Penalty 5709.025257 = -19105505.232438
  nChanged 81
		SP:Iteration 23Q (9896.260000 sec): 3 clusters
  Score: Raw -19111233.438374 + Penalty 5709.025257 = -19105524.413118
  nChanged 60
		SP:Iteration 24Q (9896.950000 sec): 3 clusters
  Score: Raw -19111247.783808 + Penalty 5709.025257 = -19105538.758551
  nChanged 53
		SP:Iteration 25Q (9897.610000 sec): 3 clusters
  Score: Raw -19111260.915634 + Penalty 5709.025257 = -19105551.890378
  nChanged 47
		SP:Iteration 26Q (9898.330000 sec): 3 clusters
  Score: Raw -19111274.361219 + Penalty 5709.025257 = -19105565.335962
  nChanged 52
		SP:Iteration 27Q (9898.950000 sec): 3 clusters
  Score: Raw -19111287.855681 + Penalty 5709.025257 = -19105578.830424
  nChanged 45
		SP:Iteration 28Q (9899.690000 sec): 3 clusters
  Score: Raw -19111299.122749 + Penalty 5709.025257 = -19105590.097493
  nChanged 41
		SP:Iteration 29Q (9900.380000 sec): 3 clusters
  Score: Raw -19111307.317292 + Penalty 5709.025257 = -19105598.292035
  nChanged 27
		SP:Iteration 30Q (9901.050000 sec): 3 clusters
  Score: Raw -19111314.310665 + Penalty 5709.025257 = -19105605.285409
  nChanged 25
		SP:Iteration 31Q (9901.670000 sec): 3 clusters
  Score: Raw -19111320.746176 + Penalty 5709.025257 = -19105611.720919
  nChanged 22
		SP:Iteration 32Q (9902.290000 sec): 3 clusters
  Score: Raw -19111325.502310 + Penalty 5709.025257 = -19105616.477053
  nChanged 19
		SP:Iteration 33Q (9902.990000 sec): 3 clusters
  Score: Raw -19111329.468201 + Penalty 5709.025257 = -19105620.442944
  nChanged 16
		SP:Iteration 34Q (9903.660000 sec): 3 clusters
  Score: Raw -19111332.312971 + Penalty 5709.025257 = -19105623.287715
  nChanged 8
		SP:Iteration 35Q (9904.330000 sec): 3 clusters
  Score: Raw -19111333.785396 + Penalty 5709.025257 = -19105624.760140
  nChanged 6
		SP:Iteration 36Q (9905.010000 sec): 3 clusters
  Score: Raw -19111334.770791 + Penalty 5709.025257 = -19105625.745534
  nChanged 6
		SP:Iteration 37Q (9905.690000 sec): 3 clusters
  Score: Raw -19111335.776632 + Penalty 5709.025257 = -19105626.751375
  nChanged 5
		SP:Iteration 38Q (9906.360000 sec): 3 clusters
  Score: Raw -19111336.686117 + Penalty 5709.025257 = -19105627.660860
  nChanged 6
		SP:Iteration 39Q (9907.020000 sec): 3 clusters
  Score: Raw -19111338.170196 + Penalty 5709.025257 = -19105629.144939
  nChanged 8
		SP:Iteration 40F (9907.700000 sec): 3 clusters
  Score: Raw -19111339.952319 + Penalty 5709.025257 = -19105630.927062
  nChanged 7
		SP:Iteration 41Q (9908.430000 sec): 3 clusters
  Score: Raw -19111341.252093 + Penalty 5709.025257 = -19105632.226837
  nChanged 7
		SP:Iteration 42Q (9909.090000 sec): 3 clusters
  Score: Raw -19111342.581490 + Penalty 5709.025257 = -19105633.556233
  nChanged 7
		SP:Iteration 43Q (9909.800000 sec): 3 clusters
  Score: Raw -19111343.881195 + Penalty 5709.025257 = -19105634.855938
  nChanged 4
		SP:Iteration 44Q (9910.490000 sec): 3 clusters
  Score: Raw -19111344.434426 + Penalty 5709.025257 = -19105635.409169
  nChanged 2
		SP:Iteration 45Q (9911.140000 sec): 3 clusters
  Score: Raw -19111344.778031 + Penalty 5709.025257 = -19105635.752775
  nChanged 2
		SP:Iteration 46Q (9911.770000 sec): 3 clusters
  Score: Raw -19111345.214893 + Penalty 5709.025257 = -19105636.189636
  nChanged 2
		SP:Iteration 47Q (9912.440000 sec): 3 clusters
  Score: Raw -19111345.537874 + Penalty 5709.025257 = -19105636.512617
  nChanged 2
		SP:Iteration 48Q (9913.120000 sec): 3 clusters
  Score: Raw -19111345.864459 + Penalty 5709.025257 = -19105636.839203
  nChanged 2
		SP:Iteration 49Q (9913.770000 sec): 3 clusters
  Score: Raw -19111346.432573 + Penalty 5709.025257 = -19105637.407317
  nChanged 7
		SP:Iteration 50Q (9914.390000 sec): 3 clusters
  Score: Raw -19111348.129131 + Penalty 5709.025257 = -19105639.103874
  nChanged 7
		SP:Iteration 51Q (9915.020000 sec): 3 clusters
  Score: Raw -19111349.712117 + Penalty 5709.025257 = -19105640.686860
  nChanged 7
		SP:Iteration 52Q (9915.620000 sec): 3 clusters
  Score: Raw -19111351.232995 + Penalty 5709.025257 = -19105642.207739
  nChanged 7
		SP:Iteration 53Q (9916.240000 sec): 3 clusters
  Score: Raw -19111352.687150 + Penalty 5709.025257 = -19105643.661893
  nChanged 13
		SP:Iteration 54Q (9916.950000 sec): 3 clusters
  Score: Raw -19111355.004727 + Penalty 5709.025257 = -19105645.979470
  nChanged 9
		SP:Iteration 55Q (9917.680000 sec): 3 clusters
  Score: Raw -19111356.386393 + Penalty 5709.025257 = -19105647.361136
  nChanged 5
		SP:Iteration 56Q (9918.290000 sec): 3 clusters
  Score: Raw -19111357.153598 + Penalty 5709.025257 = -19105648.128341
  nChanged 1
		SP:Iteration 57Q (9918.990000 sec): 3 clusters
  Score: Raw -19111357.270297 + Penalty 5709.025257 = -19105648.245040
  nChanged 0
		SP:Iteration 58F (9919.760000 sec): 3 clusters
  Score: Raw -19111357.270297 + Penalty 5709.025257 = -19105648.245040
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9919.840000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9920.000000 sec): 3 clusters
  Score: Raw -50611.901810 + Penalty 2829.076107 = -47782.825703
  nChanged 31
		SP:Iteration 1F (9920.160000 sec): 3 clusters
  Score: Raw -50706.797246 + Penalty 2829.076107 = -47877.721139
  nChanged 11
		SP:Iteration 2Q (9920.320000 sec): 3 clusters
  Score: Raw -50755.037252 + Penalty 2829.076107 = -47925.961144
  nChanged 7
		SP:Iteration 3Q (9920.520000 sec): 3 clusters
  Score: Raw -50789.400316 + Penalty 2829.076107 = -47960.324209
  nChanged 3
		SP:Iteration 4Q (9920.680000 sec): 3 clusters
  Score: Raw -50801.742028 + Penalty 2829.076107 = -47972.665921
  nChanged 1
		SP:Iteration 5Q (9920.820000 sec): 3 clusters
  Score: Raw -50805.284498 + Penalty 2829.076107 = -47976.208390
  nChanged 2
		SP:Iteration 6Q (9920.980000 sec): 3 clusters
  Score: Raw -50814.864873 + Penalty 2829.076107 = -47985.788766
  nChanged 1
		SP:Iteration 7Q (9921.140000 sec): 3 clusters
  Score: Raw -50818.544995 + Penalty 2829.076107 = -47989.468888
  nChanged 1
		SP:Iteration 8Q (9921.300000 sec): 3 clusters
  Score: Raw -50820.370795 + Penalty 2829.076107 = -47991.294688
  nChanged 0
		SP:Iteration 9F (9921.460000 sec): 3 clusters
  Score: Raw -50820.370795 + Penalty 2829.076107 = -47991.294688
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9921.520000 sec): 2 clusters
  Score: Raw -26479.746428 + Penalty 1278.016315 = -25201.730113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9921.700000 sec): 3 clusters
  Score: Raw -26710.604292 + Penalty 2556.032631 = -24154.571661
  nChanged 5
		SP:Iteration 1Q (9921.880000 sec): 3 clusters
  Score: Raw -26740.054424 + Penalty 2556.032631 = -24184.021793
  nChanged 6
		SP:Iteration 2Q (9922.050000 sec): 3 clusters
  Score: Raw -26790.833227 + Penalty 2556.032631 = -24234.800596
  nChanged 3
		SP:Iteration 3Q (9922.150000 sec): 3 clusters
  Score: Raw -26809.897017 + Penalty 2556.032631 = -24253.864386
  nChanged 1
		SP:Iteration 4Q (9922.300000 sec): 3 clusters
  Score: Raw -26812.729808 + Penalty 2556.032631 = -24256.697177
  nChanged 0
		SP:Iteration 5F (9922.460000 sec): 3 clusters
  Score: Raw -26812.729808 + Penalty 2556.032631 = -24256.697177
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9922.540000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9922.700000 sec): 3 clusters
  Score: Raw -83551.500983 + Penalty 3097.106783 = -80454.394201
  nChanged 97
		SP:Iteration 1F (9922.860000 sec): 3 clusters
  Score: Raw -83794.300270 + Penalty 3097.106783 = -80697.193488
  nChanged 35
		SP:Iteration 2F (9923.020000 sec): 3 clusters
  Score: Raw -83897.294596 + Penalty 3097.106783 = -80800.187813
  nChanged 16
		SP:Iteration 3Q (9923.180000 sec): 3 clusters
  Score: Raw -83963.183351 + Penalty 3097.106783 = -80866.076568
  nChanged 12
		SP:Iteration 4Q (9923.370000 sec): 3 clusters
  Score: Raw -84029.077040 + Penalty 3097.106783 = -80931.970258
  nChanged 17
		SP:Iteration 5Q (9923.560000 sec): 3 clusters
  Score: Raw -84111.562284 + Penalty 3097.106783 = -81014.455501
  nChanged 12
		SP:Iteration 6Q (9923.680000 sec): 3 clusters
  Score: Raw -84179.825685 + Penalty 3097.106783 = -81082.718902
  nChanged 11
		SP:Iteration 7Q (9923.840000 sec): 3 clusters
  Score: Raw -84221.018067 + Penalty 3097.106783 = -81123.911284
  nChanged 8
		SP:Iteration 8Q (9924.010000 sec): 3 clusters
  Score: Raw -84250.719370 + Penalty 3097.106783 = -81153.612588
  nChanged 6
		SP:Iteration 9Q (9924.170000 sec): 3 clusters
  Score: Raw -84270.078670 + Penalty 3097.106783 = -81172.971887
  nChanged 3
		SP:Iteration 10Q (9924.340000 sec): 3 clusters
  Score: Raw -84282.097584 + Penalty 3097.106783 = -81184.990801
  nChanged 4
		SP:Iteration 11Q (9924.500000 sec): 3 clusters
  Score: Raw -84309.020416 + Penalty 3097.106783 = -81211.913634
  nChanged 8
		SP:Iteration 12Q (9924.650000 sec): 3 clusters
  Score: Raw -84328.461813 + Penalty 3097.106783 = -81231.355030
  nChanged 5
		SP:Iteration 13Q (9924.810000 sec): 3 clusters
  Score: Raw -84347.232403 + Penalty 3097.106783 = -81250.125620
  nChanged 8
		SP:Iteration 14Q (9924.920000 sec): 3 clusters
  Score: Raw -84370.365460 + Penalty 3097.106783 = -81273.258677
  nChanged 3
		SP:Iteration 15Q (9925.080000 sec): 3 clusters
  Score: Raw -84376.794928 + Penalty 3097.106783 = -81279.688146
  nChanged 6
		SP:Iteration 16Q (9925.240000 sec): 3 clusters
  Score: Raw -84401.987772 + Penalty 3097.106783 = -81304.880989
  nChanged 8
		SP:Iteration 17Q (9925.420000 sec): 3 clusters
  Score: Raw -84477.847895 + Penalty 3097.106783 = -81380.741112
  nChanged 13
		SP:Iteration 18Q (9925.590000 sec): 3 clusters
  Score: Raw -84564.226822 + Penalty 3097.106783 = -81467.120039
  nChanged 11
		SP:Iteration 19Q (9925.770000 sec): 3 clusters
  Score: Raw -84635.934276 + Penalty 3097.106783 = -81538.827493
  nChanged 10
		SP:Iteration 20F (9925.940000 sec): 3 clusters
  Score: Raw -84690.286224 + Penalty 3097.106783 = -81593.179441
  nChanged 6
		SP:Iteration 21Q (9926.120000 sec): 3 clusters
  Score: Raw -84754.604036 + Penalty 3097.106783 = -81657.497253
  nChanged 6
		SP:Iteration 22Q (9926.290000 sec): 3 clusters
  Score: Raw -84793.088070 + Penalty 3097.106783 = -81695.981287
  nChanged 5
		SP:Iteration 23Q (9926.470000 sec): 3 clusters
  Score: Raw -84806.477045 + Penalty 3097.106783 = -81709.370262
  nChanged 6
		SP:Iteration 24Q (9926.640000 sec): 3 clusters
  Score: Raw -84821.102838 + Penalty 3097.106783 = -81723.996055
  nChanged 2
		SP:Iteration 25Q (9926.820000 sec): 3 clusters
  Score: Raw -84827.170617 + Penalty 3097.106783 = -81730.063834
  nChanged 0
		SP:Iteration 26F (9927.000000 sec): 3 clusters
  Score: Raw -84827.170617 + Penalty 3097.106783 = -81730.063834
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9927.090000 sec): 2 clusters
  Score: Raw -87230.990605 + Penalty 1591.349606 = -85639.640999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9927.260000 sec): 3 clusters
  Score: Raw -87273.143144 + Penalty 3182.699212 = -84090.443932
  nChanged 142
		SP:Iteration 1F (9927.440000 sec): 3 clusters
  Score: Raw -87518.663495 + Penalty 3182.699212 = -84335.964283
  nChanged 34
		SP:Iteration 2F (9927.610000 sec): 3 clusters
  Score: Raw -87606.447949 + Penalty 3182.699212 = -84423.748737
  nChanged 19
		SP:Iteration 3Q (9927.780000 sec): 3 clusters
  Score: Raw -87646.614104 + Penalty 3182.699212 = -84463.914892
  nChanged 7
		SP:Iteration 4Q (9927.950000 sec): 3 clusters
  Score: Raw -87659.760524 + Penalty 3182.699212 = -84477.061312
  nChanged 14
		SP:Iteration 5Q (9928.160000 sec): 3 clusters
  Score: Raw -87685.134987 + Penalty 3182.699212 = -84502.435775
  nChanged 15
		SP:Iteration 6Q (9928.290000 sec): 3 clusters
  Score: Raw -87718.105922 + Penalty 3182.699212 = -84535.406710
  nChanged 17
		SP:Iteration 7Q (9928.440000 sec): 3 clusters
  Score: Raw -87757.373365 + Penalty 3182.699212 = -84574.674153
  nChanged 14
		SP:Iteration 8Q (9928.600000 sec): 3 clusters
  Score: Raw -87819.498496 + Penalty 3182.699212 = -84636.799284
  nChanged 16
		SP:Iteration 9Q (9928.770000 sec): 3 clusters
  Score: Raw -87859.341098 + Penalty 3182.699212 = -84676.641886
  nChanged 12
		SP:Iteration 10Q (9928.930000 sec): 3 clusters
  Score: Raw -87902.849134 + Penalty 3182.699212 = -84720.149921
  nChanged 11
		SP:Iteration 11Q (9929.090000 sec): 3 clusters
  Score: Raw -87942.091025 + Penalty 3182.699212 = -84759.391813
  nChanged 9
		SP:Iteration 12Q (9929.250000 sec): 3 clusters
  Score: Raw -87989.410238 + Penalty 3182.699212 = -84806.711025
  nChanged 7
		SP:Iteration 13Q (9929.420000 sec): 3 clusters
  Score: Raw -88001.194232 + Penalty 3182.699212 = -84818.495020
  nChanged 1
		SP:Iteration 14Q (9929.600000 sec): 3 clusters
  Score: Raw -88001.560066 + Penalty 3182.699212 = -84818.860854
  nChanged 0
		SP:Iteration 15F (9929.730000 sec): 3 clusters
  Score: Raw -88001.560066 + Penalty 3182.699212 = -84818.860854
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9929.800000 sec): 2 clusters
  Score: Raw -44676.267802 + Penalty 1462.494159 = -43213.773643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9929.970000 sec): 3 clusters
  Score: Raw -44854.736273 + Penalty 2924.988318 = -41929.747955
  nChanged 68
		SP:Iteration 1F (9930.130000 sec): 3 clusters
  Score: Raw -45022.494634 + Penalty 2924.988318 = -42097.506316
  nChanged 10
		SP:Iteration 2Q (9930.290000 sec): 3 clusters
  Score: Raw -45051.570872 + Penalty 2924.988318 = -42126.582553
  nChanged 7
		SP:Iteration 3Q (9930.460000 sec): 3 clusters
  Score: Raw -45080.832626 + Penalty 2924.988318 = -42155.844308
  nChanged 7
		SP:Iteration 4Q (9930.620000 sec): 3 clusters
  Score: Raw -45095.340479 + Penalty 2924.988318 = -42170.352161
  nChanged 4
		SP:Iteration 5Q (9930.780000 sec): 3 clusters
  Score: Raw -45104.487538 + Penalty 2924.988318 = -42179.499220
  nChanged 3
		SP:Iteration 6Q (9930.950000 sec): 3 clusters
  Score: Raw -45106.133400 + Penalty 2924.988318 = -42181.145082
  nChanged 2
		SP:Iteration 7Q (9931.140000 sec): 3 clusters
  Score: Raw -45108.685068 + Penalty 2924.988318 = -42183.696750
  nChanged 5
		SP:Iteration 8Q (9931.280000 sec): 3 clusters
  Score: Raw -45113.794819 + Penalty 2924.988318 = -42188.806501
  nChanged 4
		SP:Iteration 9Q (9931.420000 sec): 3 clusters
  Score: Raw -45118.038347 + Penalty 2924.988318 = -42193.050029
  nChanged 4
		SP:Iteration 10Q (9931.570000 sec): 3 clusters
  Score: Raw -45122.501979 + Penalty 2924.988318 = -42197.513661
  nChanged 5
		SP:Iteration 11Q (9931.710000 sec): 3 clusters
  Score: Raw -45128.264347 + Penalty 2924.988318 = -42203.276028
  nChanged 6
		SP:Iteration 12Q (9931.860000 sec): 3 clusters
  Score: Raw -45139.969250 + Penalty 2924.988318 = -42214.980932
  nChanged 9
		SP:Iteration 13Q (9932.010000 sec): 3 clusters
  Score: Raw -45165.209938 + Penalty 2924.988318 = -42240.221620
  nChanged 6
		SP:Iteration 14Q (9932.160000 sec): 3 clusters
  Score: Raw -45176.232894 + Penalty 2924.988318 = -42251.244576
  nChanged 4
		SP:Iteration 15Q (9932.320000 sec): 3 clusters
  Score: Raw -45182.319833 + Penalty 2924.988318 = -42257.331514
  nChanged 3
		SP:Iteration 16Q (9932.460000 sec): 3 clusters
  Score: Raw -45188.132453 + Penalty 2924.988318 = -42263.144135
  nChanged 1
		SP:Iteration 17Q (9932.600000 sec): 3 clusters
  Score: Raw -45189.572860 + Penalty 2924.988318 = -42264.584542
  nChanged 0
		SP:Iteration 18F (9932.770000 sec): 3 clusters
  Score: Raw -45189.572860 + Penalty 2924.988318 = -42264.584542
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9932.970000 sec): 2 clusters
  Score: Raw -2762192.197830 + Penalty 2402.362894 = -2759789.834936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9933.240000 sec): 3 clusters
  Score: Raw -2753004.735214 + Penalty 4804.725788 = -2748200.009426
  nChanged 6945
		SP:Iteration 1F (9933.540000 sec): 3 clusters
  Score: Raw -2756661.487319 + Penalty 4804.725788 = -2751856.761531
  nChanged 921
		SP:Iteration 2F (9933.770000 sec): 3 clusters
  Score: Raw -2757029.302549 + Penalty 4804.725788 = -2752224.576761
  nChanged 784
		SP:Iteration 3Q (9934.100000 sec): 3 clusters
  Score: Raw -2757335.261969 + Penalty 4804.725788 = -2752530.536182
  nChanged 700
		SP:Iteration 4Q (9934.390000 sec): 3 clusters
  Score: Raw -2757597.082644 + Penalty 4804.725788 = -2752792.356856
  nChanged 613
		SP:Iteration 5Q (9934.690000 sec): 3 clusters
  Score: Raw -2757862.097867 + Penalty 4804.725788 = -2753057.372079
  nChanged 625
		SP:Iteration 6Q (9934.950000 sec): 3 clusters
  Score: Raw -2758176.237493 + Penalty 4804.725788 = -2753371.511705
  nChanged 709
		SP:Iteration 7Q (9935.250000 sec): 3 clusters
  Score: Raw -2758576.397125 + Penalty 4804.725788 = -2753771.671338
  nChanged 766
		SP:Iteration 8Q (9935.540000 sec): 3 clusters
  Score: Raw -2759091.840985 + Penalty 4804.725788 = -2754287.115197
  nChanged 854
		SP:Iteration 9F (9935.830000 sec): 3 clusters
  Score: Raw -2759713.926955 + Penalty 4804.725788 = -2754909.201168
  nChanged 862
		SP:Iteration 10F (9936.090000 sec): 3 clusters
  Score: Raw -2760381.367565 + Penalty 4804.725788 = -2755576.641778
  nChanged 770
		SP:Iteration 11Q (9936.450000 sec): 3 clusters
  Score: Raw -2761013.680829 + Penalty 4804.725788 = -2756208.955041
  nChanged 628
		SP:Iteration 12Q (9936.700000 sec): 3 clusters
  Score: Raw -2761540.854972 + Penalty 4804.725788 = -2756736.129184
  nChanged 449
		SP:Iteration 13Q (9936.990000 sec): 3 clusters
  Score: Raw -2761886.555397 + Penalty 4804.725788 = -2757081.829610
  nChanged 264
		SP:Iteration 14Q (9937.230000 sec): 3 clusters
  Score: Raw -2762104.387354 + Penalty 4804.725788 = -2757299.661567
  nChanged 187
		SP:Iteration 15Q (9937.450000 sec): 3 clusters
  Score: Raw -2762263.353390 + Penalty 4804.725788 = -2757458.627603
  nChanged 137
		SP:Iteration 16Q (9937.690000 sec): 3 clusters
  Score: Raw -2762377.980609 + Penalty 4804.725788 = -2757573.254822
  nChanged 92
		SP:Iteration 17Q (9937.900000 sec): 3 clusters
  Score: Raw -2762452.907614 + Penalty 4804.725788 = -2757648.181826
  nChanged 64
		SP:Iteration 18Q (9938.150000 sec): 3 clusters
  Score: Raw -2762505.850329 + Penalty 4804.725788 = -2757701.124542
  nChanged 39
		SP:Iteration 19Q (9938.420000 sec): 3 clusters
  Score: Raw -2762536.721330 + Penalty 4804.725788 = -2757731.995543
  nChanged 35
		SP:Iteration 20F (9938.670000 sec): 3 clusters
  Score: Raw -2762566.288593 + Penalty 4804.725788 = -2757761.562805
  nChanged 28
		SP:Iteration 21Q (9938.930000 sec): 3 clusters
  Score: Raw -2762592.289908 + Penalty 4804.725788 = -2757787.564121
  nChanged 26
		SP:Iteration 22Q (9939.140000 sec): 3 clusters
  Score: Raw -2762615.828307 + Penalty 4804.725788 = -2757811.102520
  nChanged 11
		SP:Iteration 23Q (9939.420000 sec): 3 clusters
  Score: Raw -2762625.273489 + Penalty 4804.725788 = -2757820.547701
  nChanged 11
		SP:Iteration 24Q (9939.660000 sec): 3 clusters
  Score: Raw -2762633.448737 + Penalty 4804.725788 = -2757828.722949
  nChanged 7
		SP:Iteration 25Q (9939.910000 sec): 3 clusters
  Score: Raw -2762637.682217 + Penalty 4804.725788 = -2757832.956429
  nChanged 1
		SP:Iteration 26Q (9940.150000 sec): 3 clusters
  Score: Raw -2762638.880949 + Penalty 4804.725788 = -2757834.155161
  nChanged 2
		SP:Iteration 27Q (9940.390000 sec): 3 clusters
  Score: Raw -2762640.140112 + Penalty 4804.725788 = -2757835.414325
  nChanged 2
		SP:Iteration 28Q (9940.630000 sec): 3 clusters
  Score: Raw -2762640.802201 + Penalty 4804.725788 = -2757836.076413
  nChanged 2
		SP:Iteration 29Q (9940.910000 sec): 3 clusters
  Score: Raw -2762642.752435 + Penalty 4804.725788 = -2757838.026647
  nChanged 3
		SP:Iteration 30Q (9941.160000 sec): 3 clusters
  Score: Raw -2762644.049542 + Penalty 4804.725788 = -2757839.323754
  nChanged 3
		SP:Iteration 31Q (9941.410000 sec): 3 clusters
  Score: Raw -2762646.706346 + Penalty 4804.725788 = -2757841.980559
  nChanged 3
		SP:Iteration 32Q (9941.720000 sec): 3 clusters
  Score: Raw -2762648.380089 + Penalty 4804.725788 = -2757843.654302
  nChanged 3
		SP:Iteration 33Q (9941.990000 sec): 3 clusters
  Score: Raw -2762650.414077 + Penalty 4804.725788 = -2757845.688289
  nChanged 3
		SP:Iteration 34Q (9942.300000 sec): 3 clusters
  Score: Raw -2762652.914070 + Penalty 4804.725788 = -2757848.188282
  nChanged 2
		SP:Iteration 35Q (9942.600000 sec): 3 clusters
  Score: Raw -2762654.625677 + Penalty 4804.725788 = -2757849.899890
  nChanged 2
		SP:Iteration 36Q (9942.840000 sec): 3 clusters
  Score: Raw -2762655.900566 + Penalty 4804.725788 = -2757851.174778
  nChanged 2
		SP:Iteration 37Q (9943.090000 sec): 3 clusters
  Score: Raw -2762657.433338 + Penalty 4804.725788 = -2757852.707551
  nChanged 2
		SP:Iteration 38Q (9943.340000 sec): 3 clusters
  Score: Raw -2762659.021541 + Penalty 4804.725788 = -2757854.295754
  nChanged 1
		SP:Iteration 39Q (9943.610000 sec): 3 clusters
  Score: Raw -2762659.531676 + Penalty 4804.725788 = -2757854.805889
  nChanged 0
		SP:Iteration 40F (9943.820000 sec): 3 clusters
  Score: Raw -2762659.531676 + Penalty 4804.725788 = -2757854.805889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9943.900000 sec): 2 clusters
  Score: Raw -18852.398231 + Penalty 1344.292680 = -17508.105552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9944.050000 sec): 3 clusters
  Score: Raw -19115.617364 + Penalty 2688.585360 = -16427.032004
  nChanged 22
		SP:Iteration 1F (9944.200000 sec): 3 clusters
  Score: Raw -19216.986892 + Penalty 2688.585360 = -16528.401533
  nChanged 7
		SP:Iteration 2Q (9944.340000 sec): 3 clusters
  Score: Raw -19276.339928 + Penalty 2688.585360 = -16587.754569
  nChanged 8
		SP:Iteration 3Q (9944.500000 sec): 3 clusters
  Score: Raw -19362.371477 + Penalty 2688.585360 = -16673.786117
  nChanged 8
		SP:Iteration 4Q (9944.660000 sec): 3 clusters
  Score: Raw -19399.843990 + Penalty 2688.585360 = -16711.258630
  nChanged 5
		SP:Iteration 5Q (9944.810000 sec): 3 clusters
  Score: Raw -19442.100808 + Penalty 2688.585360 = -16753.515449
  nChanged 3
		SP:Iteration 6Q (9944.940000 sec): 3 clusters
  Score: Raw -19454.129879 + Penalty 2688.585360 = -16765.544519
  nChanged 1
		SP:Iteration 7Q (9945.130000 sec): 3 clusters
  Score: Raw -19455.841887 + Penalty 2688.585360 = -16767.256527
  nChanged 0
		SP:Iteration 8F (9945.270000 sec): 3 clusters
  Score: Raw -19455.841887 + Penalty 2688.585360 = -16767.256527
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9945.330000 sec): 2 clusters
  Score: Raw -19024.459923 + Penalty 1252.364290 = -17772.095633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9945.480000 sec): 3 clusters
  Score: Raw -19414.507583 + Penalty 2504.728580 = -16909.779003
  nChanged 20
		SP:Iteration 1F (9945.620000 sec): 3 clusters
  Score: Raw -19592.109101 + Penalty 2504.728580 = -17087.380522
  nChanged 6
		SP:Iteration 2Q (9945.780000 sec): 3 clusters
  Score: Raw -19649.626688 + Penalty 2504.728580 = -17144.898108
  nChanged 5
		SP:Iteration 3Q (9945.940000 sec): 3 clusters
  Score: Raw -19682.038512 + Penalty 2504.728580 = -17177.309932
  nChanged 2
		SP:Iteration 4Q (9946.050000 sec): 3 clusters
  Score: Raw -19704.129855 + Penalty 2504.728580 = -17199.401276
  nChanged 0
		SP:Iteration 5F (9946.210000 sec): 3 clusters
  Score: Raw -19704.129855 + Penalty 2504.728580 = -17199.401276
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9946.300000 sec): 2 clusters
  Score: Raw -46891.383553 + Penalty 1459.063952 = -45432.319600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9946.420000 sec): 3 clusters
  Score: Raw -47427.127902 + Penalty 2918.127905 = -44508.999997
  nChanged 104
		SP:Iteration 1F (9946.540000 sec): 3 clusters
  Score: Raw -47738.246568 + Penalty 2918.127905 = -44820.118664
  nChanged 20
		SP:Iteration 2F (9946.670000 sec): 3 clusters
  Score: Raw -47848.942345 + Penalty 2918.127905 = -44930.814440
  nChanged 16
		SP:Iteration 3Q (9946.810000 sec): 3 clusters
  Score: Raw -47901.455560 + Penalty 2918.127905 = -44983.327656
  nChanged 9
		SP:Iteration 4Q (9946.970000 sec): 3 clusters
  Score: Raw -47943.185645 + Penalty 2918.127905 = -45025.057740
  nChanged 10
		SP:Iteration 5Q (9947.130000 sec): 3 clusters
  Score: Raw -47982.161507 + Penalty 2918.127905 = -45064.033602
  nChanged 7
		SP:Iteration 6Q (9947.290000 sec): 3 clusters
  Score: Raw -47999.756763 + Penalty 2918.127905 = -45081.628858
  nChanged 5
		SP:Iteration 7Q (9947.450000 sec): 3 clusters
  Score: Raw -48010.619599 + Penalty 2918.127905 = -45092.491694
  nChanged 2
		SP:Iteration 8Q (9947.610000 sec): 3 clusters
  Score: Raw -48014.291547 + Penalty 2918.127905 = -45096.163642
  nChanged 0
		SP:Iteration 9F (9947.750000 sec): 3 clusters
  Score: Raw -48014.291547 + Penalty 2918.127905 = -45096.163642
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9947.830000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9947.940000 sec): 3 clusters
  Score: Raw -72004.359692 + Penalty 2992.410766 = -69011.948926
  nChanged 66
		SP:Iteration 1F (9948.070000 sec): 3 clusters
  Score: Raw -72148.284584 + Penalty 2992.410766 = -69155.873818
  nChanged 14
		SP:Iteration 2Q (9948.210000 sec): 3 clusters
  Score: Raw -72184.335979 + Penalty 2992.410766 = -69191.925213
  nChanged 5
		SP:Iteration 3Q (9948.360000 sec): 3 clusters
  Score: Raw -72197.230674 + Penalty 2992.410766 = -69204.819908
  nChanged 0
		SP:Iteration 4F (9948.500000 sec): 3 clusters
  Score: Raw -72197.230674 + Penalty 2992.410766 = -69204.819908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9948.690000 sec): 2 clusters
  Score: Raw -3701840.532432 + Penalty 2469.695379 = -3699370.837052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9948.950000 sec): 3 clusters
  Score: Raw -3689468.886614 + Penalty 4939.390759 = -3684529.495856
  nChanged 9401
		SP:Iteration 1F (9949.240000 sec): 3 clusters
  Score: Raw -3694671.306976 + Penalty 4939.390759 = -3689731.916217
  nChanged 1204
		SP:Iteration 2F (9949.560000 sec): 3 clusters
  Score: Raw -3695178.915621 + Penalty 4939.390759 = -3690239.524862
  nChanged 1063
		SP:Iteration 3F (9949.880000 sec): 3 clusters
  Score: Raw -3695624.377822 + Penalty 4939.390759 = -3690684.987063
  nChanged 953
		SP:Iteration 4Q (9950.240000 sec): 3 clusters
  Score: Raw -3696024.019108 + Penalty 4939.390759 = -3691084.628350
  nChanged 919
		SP:Iteration 5Q (9950.590000 sec): 3 clusters
  Score: Raw -3696448.896284 + Penalty 4939.390759 = -3691509.505525
  nChanged 975
		SP:Iteration 6Q (9950.870000 sec): 3 clusters
  Score: Raw -3696934.960379 + Penalty 4939.390759 = -3691995.569621
  nChanged 1047
		SP:Iteration 7Q (9951.240000 sec): 3 clusters
  Score: Raw -3697523.465768 + Penalty 4939.390759 = -3692584.075009
  nChanged 1070
		SP:Iteration 8F (9951.500000 sec): 3 clusters
  Score: Raw -3698112.911132 + Penalty 4939.390759 = -3693173.520374
  nChanged 1052
		SP:Iteration 9Q (9951.800000 sec): 3 clusters
  Score: Raw -3698729.309544 + Penalty 4939.390759 = -3693789.918785
  nChanged 990
		SP:Iteration 10Q (9952.140000 sec): 3 clusters
  Score: Raw -3699310.609850 + Penalty 4939.390759 = -3694371.219091
  nChanged 864
		SP:Iteration 11Q (9952.460000 sec): 3 clusters
  Score: Raw -3699800.573765 + Penalty 4939.390759 = -3694861.183006
  nChanged 699
		SP:Iteration 12Q (9952.820000 sec): 3 clusters
  Score: Raw -3700175.847730 + Penalty 4939.390759 = -3695236.456971
  nChanged 549
		SP:Iteration 13Q (9953.160000 sec): 3 clusters
  Score: Raw -3700477.358638 + Penalty 4939.390759 = -3695537.967879
  nChanged 498
		SP:Iteration 14Q (9953.400000 sec): 3 clusters
  Score: Raw -3700739.706531 + Penalty 4939.390759 = -3695800.315772
  nChanged 408
		SP:Iteration 15Q (9953.760000 sec): 3 clusters
  Score: Raw -3700948.123109 + Penalty 4939.390759 = -3696008.732350
  nChanged 353
		SP:Iteration 16Q (9954.100000 sec): 3 clusters
  Score: Raw -3701129.515253 + Penalty 4939.390759 = -3696190.124494
  nChanged 315
		SP:Iteration 17Q (9954.430000 sec): 3 clusters
  Score: Raw -3701296.957984 + Penalty 4939.390759 = -3696357.567225
  nChanged 278
		SP:Iteration 18Q (9954.710000 sec): 3 clusters
  Score: Raw -3701442.837190 + Penalty 4939.390759 = -3696503.446431
  nChanged 217
		SP:Iteration 19Q (9955.010000 sec): 3 clusters
  Score: Raw -3701553.332961 + Penalty 4939.390759 = -3696613.942202
  nChanged 187
		SP:Iteration 20F (9955.320000 sec): 3 clusters
  Score: Raw -3701648.760934 + Penalty 4939.390759 = -3696709.370175
  nChanged 155
		SP:Iteration 21Q (9955.600000 sec): 3 clusters
  Score: Raw -3701731.941032 + Penalty 4939.390759 = -3696792.550273
  nChanged 132
		SP:Iteration 22Q (9955.930000 sec): 3 clusters
  Score: Raw -3701813.337261 + Penalty 4939.390759 = -3696873.946502
  nChanged 109
		SP:Iteration 23Q (9956.180000 sec): 3 clusters
  Score: Raw -3701877.879131 + Penalty 4939.390759 = -3696938.488372
  nChanged 81
		SP:Iteration 24Q (9956.480000 sec): 3 clusters
  Score: Raw -3701923.176652 + Penalty 4939.390759 = -3696983.785893
  nChanged 59
		SP:Iteration 25Q (9956.780000 sec): 3 clusters
  Score: Raw -3701957.586618 + Penalty 4939.390759 = -3697018.195859
  nChanged 60
		SP:Iteration 26Q (9957.070000 sec): 3 clusters
  Score: Raw -3702001.561749 + Penalty 4939.390759 = -3697062.170990
  nChanged 54
		SP:Iteration 27Q (9957.380000 sec): 3 clusters
  Score: Raw -3702034.045711 + Penalty 4939.390759 = -3697094.654952
  nChanged 50
		SP:Iteration 28Q (9957.710000 sec): 3 clusters
  Score: Raw -3702068.601298 + Penalty 4939.390759 = -3697129.210539
  nChanged 43
		SP:Iteration 29Q (9957.990000 sec): 3 clusters
  Score: Raw -3702099.995808 + Penalty 4939.390759 = -3697160.605049
  nChanged 33
		SP:Iteration 30Q (9958.260000 sec): 3 clusters
  Score: Raw -3702121.433371 + Penalty 4939.390759 = -3697182.042612
  nChanged 26
		SP:Iteration 31Q (9958.570000 sec): 3 clusters
  Score: Raw -3702138.708806 + Penalty 4939.390759 = -3697199.318047
  nChanged 25
		SP:Iteration 32Q (9958.880000 sec): 3 clusters
  Score: Raw -3702159.460392 + Penalty 4939.390759 = -3697220.069633
  nChanged 13
		SP:Iteration 33Q (9959.190000 sec): 3 clusters
  Score: Raw -3702168.642672 + Penalty 4939.390759 = -3697229.251913
  nChanged 9
		SP:Iteration 34Q (9959.470000 sec): 3 clusters
  Score: Raw -3702173.377339 + Penalty 4939.390759 = -3697233.986580
  nChanged 2
		SP:Iteration 35Q (9959.740000 sec): 3 clusters
  Score: Raw -3702174.386743 + Penalty 4939.390759 = -3697234.995984
  nChanged 2
		SP:Iteration 36Q (9960.060000 sec): 3 clusters
  Score: Raw -3702175.052694 + Penalty 4939.390759 = -3697235.661935
  nChanged 4
		SP:Iteration 37Q (9960.380000 sec): 3 clusters
  Score: Raw -3702177.799533 + Penalty 4939.390759 = -3697238.408774
  nChanged 6
		SP:Iteration 38Q (9960.660000 sec): 3 clusters
  Score: Raw -3702182.037890 + Penalty 4939.390759 = -3697242.647131
  nChanged 5
		SP:Iteration 39Q (9960.990000 sec): 3 clusters
  Score: Raw -3702184.647507 + Penalty 4939.390759 = -3697245.256748
  nChanged 6
		SP:Iteration 40F (9961.260000 sec): 3 clusters
  Score: Raw -3702189.987388 + Penalty 4939.390759 = -3697250.596629
  nChanged 13
		SP:Iteration 41Q (9961.560000 sec): 3 clusters
  Score: Raw -3702197.662311 + Penalty 4939.390759 = -3697258.271553
  nChanged 12
		SP:Iteration 42Q (9961.870000 sec): 3 clusters
  Score: Raw -3702204.465550 + Penalty 4939.390759 = -3697265.074791
  nChanged 4
		SP:Iteration 43Q (9962.180000 sec): 3 clusters
  Score: Raw -3702209.203006 + Penalty 4939.390759 = -3697269.812247
  nChanged 2
		SP:Iteration 44Q (9962.480000 sec): 3 clusters
  Score: Raw -3702211.033644 + Penalty 4939.390759 = -3697271.642885
  nChanged 5
		SP:Iteration 45Q (9962.770000 sec): 3 clusters
  Score: Raw -3702214.361737 + Penalty 4939.390759 = -3697274.970978
  nChanged 3
		SP:Iteration 46Q (9963.010000 sec): 3 clusters
  Score: Raw -3702215.926417 + Penalty 4939.390759 = -3697276.535658
  nChanged 1
		SP:Iteration 47Q (9963.340000 sec): 3 clusters
  Score: Raw -3702216.547905 + Penalty 4939.390759 = -3697277.157146
  nChanged 1
		SP:Iteration 48Q (9963.680000 sec): 3 clusters
  Score: Raw -3702217.384744 + Penalty 4939.390759 = -3697277.993985
  nChanged 2
		SP:Iteration 49Q (9964.000000 sec): 3 clusters
  Score: Raw -3702218.385115 + Penalty 4939.390759 = -3697278.994356
  nChanged 0
		SP:Iteration 50F (9964.270000 sec): 3 clusters
  Score: Raw -3702218.385115 + Penalty 4939.390759 = -3697278.994356
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9964.350000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9964.480000 sec): 3 clusters
  Score: Raw -38438.946263 + Penalty 2740.624658 = -35698.321605
  nChanged 24
		SP:Iteration 1F (9964.570000 sec): 3 clusters
  Score: Raw -38576.343121 + Penalty 2740.624658 = -35835.718463
  nChanged 9
		SP:Iteration 2Q (9964.700000 sec): 3 clusters
  Score: Raw -38622.177972 + Penalty 2740.624658 = -35881.553314
  nChanged 7
		SP:Iteration 3Q (9964.800000 sec): 3 clusters
  Score: Raw -38676.526312 + Penalty 2740.624658 = -35935.901654
  nChanged 3
		SP:Iteration 4Q (9965.000000 sec): 3 clusters
  Score: Raw -38723.581844 + Penalty 2740.624658 = -35982.957186
  nChanged 4
		SP:Iteration 5Q (9965.140000 sec): 3 clusters
  Score: Raw -38768.346837 + Penalty 2740.624658 = -36027.722180
  nChanged 5
		SP:Iteration 6Q (9965.260000 sec): 3 clusters
  Score: Raw -38786.185108 + Penalty 2740.624658 = -36045.560450
  nChanged 3
		SP:Iteration 7Q (9965.400000 sec): 3 clusters
  Score: Raw -38803.515046 + Penalty 2740.624658 = -36062.890388
  nChanged 4
		SP:Iteration 8Q (9965.520000 sec): 3 clusters
  Score: Raw -38814.540603 + Penalty 2740.624658 = -36073.915945
  nChanged 3
		SP:Iteration 9Q (9965.640000 sec): 3 clusters
  Score: Raw -38826.728139 + Penalty 2740.624658 = -36086.103481
  nChanged 4
		SP:Iteration 10Q (9965.720000 sec): 3 clusters
  Score: Raw -38845.142126 + Penalty 2740.624658 = -36104.517468
  nChanged 2
		SP:Iteration 11Q (9965.860000 sec): 3 clusters
  Score: Raw -38855.841552 + Penalty 2740.624658 = -36115.216894
  nChanged 0
		SP:Iteration 12F (9966.000000 sec): 3 clusters
  Score: Raw -38855.841552 + Penalty 2740.624658 = -36115.216894
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9966.060000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9966.170000 sec): 3 clusters
  Score: Raw -110515.322145 + Penalty 3200.216281 = -107315.105864
  nChanged 132
		SP:Iteration 1F (9966.270000 sec): 3 clusters
  Score: Raw -110716.311808 + Penalty 3200.216281 = -107516.095526
  nChanged 26
		SP:Iteration 2Q (9966.390000 sec): 3 clusters
  Score: Raw -110771.386473 + Penalty 3200.216281 = -107571.170191
  nChanged 14
		SP:Iteration 3Q (9966.570000 sec): 3 clusters
  Score: Raw -110805.771085 + Penalty 3200.216281 = -107605.554803
  nChanged 10
		SP:Iteration 4Q (9966.680000 sec): 3 clusters
  Score: Raw -110835.204643 + Penalty 3200.216281 = -107634.988361
  nChanged 8
		SP:Iteration 5Q (9966.860000 sec): 3 clusters
  Score: Raw -110854.823867 + Penalty 3200.216281 = -107654.607586
  nChanged 5
		SP:Iteration 6Q (9966.990000 sec): 3 clusters
  Score: Raw -110863.003488 + Penalty 3200.216281 = -107662.787206
  nChanged 2
		SP:Iteration 7Q (9967.170000 sec): 3 clusters
  Score: Raw -110867.448081 + Penalty 3200.216281 = -107667.231800
  nChanged 5
		SP:Iteration 8Q (9967.270000 sec): 3 clusters
  Score: Raw -110875.457501 + Penalty 3200.216281 = -107675.241220
  nChanged 1
		SP:Iteration 9Q (9967.410000 sec): 3 clusters
  Score: Raw -110876.363030 + Penalty 3200.216281 = -107676.146748
  nChanged 0
		SP:Iteration 10F (9967.550000 sec): 3 clusters
  Score: Raw -110876.363030 + Penalty 3200.216281 = -107676.146748
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9967.610000 sec): 2 clusters
  Score: Raw -67579.977826 + Penalty 1569.328322 = -66010.649504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9967.750000 sec): 3 clusters
  Score: Raw -67705.861165 + Penalty 3138.656645 = -64567.204520
  nChanged 130
		SP:Iteration 1F (9967.880000 sec): 3 clusters
  Score: Raw -67963.800073 + Penalty 3138.656645 = -64825.143428
  nChanged 35
		SP:Iteration 2F (9968.010000 sec): 3 clusters
  Score: Raw -68047.163587 + Penalty 3138.656645 = -64908.506943
  nChanged 15
		SP:Iteration 3Q (9968.150000 sec): 3 clusters
  Score: Raw -68076.328634 + Penalty 3138.656645 = -64937.671989
  nChanged 9
		SP:Iteration 4Q (9968.280000 sec): 3 clusters
  Score: Raw -68087.400665 + Penalty 3138.656645 = -64948.744020
  nChanged 7
		SP:Iteration 5Q (9968.380000 sec): 3 clusters
  Score: Raw -68098.340483 + Penalty 3138.656645 = -64959.683839
  nChanged 5
		SP:Iteration 6Q (9968.480000 sec): 3 clusters
  Score: Raw -68104.069547 + Penalty 3138.656645 = -64965.412902
  nChanged 5
		SP:Iteration 7Q (9968.620000 sec): 3 clusters
  Score: Raw -68120.381914 + Penalty 3138.656645 = -64981.725270
  nChanged 8
		SP:Iteration 8Q (9968.780000 sec): 3 clusters
  Score: Raw -68170.691476 + Penalty 3138.656645 = -65032.034831
  nChanged 9
		SP:Iteration 9Q (9968.870000 sec): 3 clusters
  Score: Raw -68204.295740 + Penalty 3138.656645 = -65065.639096
  nChanged 8
		SP:Iteration 10Q (9969.050000 sec): 3 clusters
  Score: Raw -68241.145147 + Penalty 3138.656645 = -65102.488502
  nChanged 8
		SP:Iteration 11Q (9969.180000 sec): 3 clusters
  Score: Raw -68272.059126 + Penalty 3138.656645 = -65133.402481
  nChanged 11
		SP:Iteration 12Q (9969.340000 sec): 3 clusters
  Score: Raw -68310.776055 + Penalty 3138.656645 = -65172.119410
  nChanged 9
		SP:Iteration 13Q (9969.520000 sec): 3 clusters
  Score: Raw -68338.793350 + Penalty 3138.656645 = -65200.136706
  nChanged 5
		SP:Iteration 14Q (9969.630000 sec): 3 clusters
  Score: Raw -68386.037076 + Penalty 3138.656645 = -65247.380431
  nChanged 14
		SP:Iteration 15Q (9969.820000 sec): 3 clusters
  Score: Raw -68445.149887 + Penalty 3138.656645 = -65306.493243
  nChanged 7
		SP:Iteration 16Q (9969.940000 sec): 3 clusters
  Score: Raw -68465.995647 + Penalty 3138.656645 = -65327.339002
  nChanged 3
		SP:Iteration 17Q (9970.110000 sec): 3 clusters
  Score: Raw -68485.144056 + Penalty 3138.656645 = -65346.487411
  nChanged 5
		SP:Iteration 18Q (9970.260000 sec): 3 clusters
  Score: Raw -68502.029424 + Penalty 3138.656645 = -65363.372779
  nChanged 6
		SP:Iteration 19Q (9970.410000 sec): 3 clusters
  Score: Raw -68539.402829 + Penalty 3138.656645 = -65400.746184
  nChanged 8
		SP:Iteration 20F (9970.550000 sec): 3 clusters
  Score: Raw -68573.183849 + Penalty 3138.656645 = -65434.527205
  nChanged 4
		SP:Iteration 21Q (9970.700000 sec): 3 clusters
  Score: Raw -68589.289638 + Penalty 3138.656645 = -65450.632993
  nChanged 5
		SP:Iteration 22Q (9970.870000 sec): 3 clusters
  Score: Raw -68625.513753 + Penalty 3138.656645 = -65486.857108
  nChanged 6
		SP:Iteration 23Q (9971.040000 sec): 3 clusters
  Score: Raw -68641.238723 + Penalty 3138.656645 = -65502.582078
  nChanged 4
		SP:Iteration 24Q (9971.160000 sec): 3 clusters
  Score: Raw -68648.244508 + Penalty 3138.656645 = -65509.587863
  nChanged 0
		SP:Iteration 25F (9971.260000 sec): 3 clusters
  Score: Raw -68648.244508 + Penalty 3138.656645 = -65509.587863
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9971.300000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9971.460000 sec): 3 clusters
  Score: Raw -29614.435697 + Penalty 2632.900778 = -26981.534919
  nChanged 18
		SP:Iteration 1F (9971.590000 sec): 3 clusters
  Score: Raw -29696.262782 + Penalty 2632.900778 = -27063.362004
  nChanged 6
		SP:Iteration 2Q (9971.750000 sec): 3 clusters
  Score: Raw -29712.620841 + Penalty 2632.900778 = -27079.720063
  nChanged 1
		SP:Iteration 3Q (9971.890000 sec): 3 clusters
  Score: Raw -29716.443179 + Penalty 2632.900778 = -27083.542401
  nChanged 0
		SP:Iteration 4F (9972.060000 sec): 3 clusters
  Score: Raw -29716.443179 + Penalty 2632.900778 = -27083.542401
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9972.140000 sec): 2 clusters
  Score: Raw -253175.849116 + Penalty 1824.515724 = -251351.333392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9972.300000 sec): 3 clusters
  Score: Raw -252727.211116 + Penalty 3649.031448 = -249078.179668
  nChanged 486
		SP:Iteration 1F (9972.400000 sec): 3 clusters
  Score: Raw -253300.784216 + Penalty 3649.031448 = -249651.752768
  nChanged 153
		SP:Iteration 2F (9972.490000 sec): 3 clusters
  Score: Raw -253658.865919 + Penalty 3649.031448 = -250009.834471
  nChanged 133
		SP:Iteration 3F (9972.630000 sec): 3 clusters
  Score: Raw -253989.492431 + Penalty 3649.031448 = -250340.460983
  nChanged 104
		SP:Iteration 4F (9972.740000 sec): 3 clusters
  Score: Raw -254238.567964 + Penalty 3649.031448 = -250589.536516
  nChanged 76
		SP:Iteration 5Q (9972.860000 sec): 3 clusters
  Score: Raw -254425.108674 + Penalty 3649.031448 = -250776.077226
  nChanged 71
		SP:Iteration 6Q (9973.000000 sec): 3 clusters
  Score: Raw -254618.246576 + Penalty 3649.031448 = -250969.215128
  nChanged 56
		SP:Iteration 7Q (9973.100000 sec): 3 clusters
  Score: Raw -254727.248102 + Penalty 3649.031448 = -251078.216654
  nChanged 45
		SP:Iteration 8Q (9973.290000 sec): 3 clusters
  Score: Raw -254789.250280 + Penalty 3649.031448 = -251140.218832
  nChanged 29
		SP:Iteration 9Q (9973.410000 sec): 3 clusters
  Score: Raw -254832.456311 + Penalty 3649.031448 = -251183.424862
  nChanged 12
		SP:Iteration 10Q (9973.550000 sec): 3 clusters
  Score: Raw -254847.603634 + Penalty 3649.031448 = -251198.572186
  nChanged 13
		SP:Iteration 11Q (9973.650000 sec): 3 clusters
  Score: Raw -254860.957961 + Penalty 3649.031448 = -251211.926513
  nChanged 9
		SP:Iteration 12Q (9973.760000 sec): 3 clusters
  Score: Raw -254868.186051 + Penalty 3649.031448 = -251219.154603
  nChanged 5
		SP:Iteration 13Q (9973.930000 sec): 3 clusters
  Score: Raw -254872.452009 + Penalty 3649.031448 = -251223.420560
  nChanged 4
		SP:Iteration 14Q (9974.070000 sec): 3 clusters
  Score: Raw -254875.555570 + Penalty 3649.031448 = -251226.524121
  nChanged 1
		SP:Iteration 15Q (9974.230000 sec): 3 clusters
  Score: Raw -254877.178545 + Penalty 3649.031448 = -251228.147097
  nChanged 1
		SP:Iteration 16Q (9974.370000 sec): 3 clusters
  Score: Raw -254877.674107 + Penalty 3649.031448 = -251228.642659
  nChanged 0
		SP:Iteration 17F (9974.570000 sec): 3 clusters
  Score: Raw -254877.674107 + Penalty 3649.031448 = -251228.642659
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9974.630000 sec): 2 clusters
  Score: Raw -164230.850672 + Penalty 1707.098721 = -162523.751951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9974.800000 sec): 3 clusters
  Score: Raw -164016.929995 + Penalty 3414.197443 = -160602.732553
  nChanged 254
		SP:Iteration 1F (9974.950000 sec): 3 clusters
  Score: Raw -164290.599454 + Penalty 3414.197443 = -160876.402011
  nChanged 58
		SP:Iteration 2F (9975.030000 sec): 3 clusters
  Score: Raw -164370.027280 + Penalty 3414.197443 = -160955.829837
  nChanged 33
		SP:Iteration 3Q (9975.170000 sec): 3 clusters
  Score: Raw -164418.722515 + Penalty 3414.197443 = -161004.525073
  nChanged 16
		SP:Iteration 4Q (9975.310000 sec): 3 clusters
  Score: Raw -164440.085115 + Penalty 3414.197443 = -161025.887672
  nChanged 11
		SP:Iteration 5Q (9975.450000 sec): 3 clusters
  Score: Raw -164453.110657 + Penalty 3414.197443 = -161038.913214
  nChanged 8
		SP:Iteration 6Q (9975.620000 sec): 3 clusters
  Score: Raw -164465.128158 + Penalty 3414.197443 = -161050.930715
  nChanged 3
		SP:Iteration 7Q (9975.730000 sec): 3 clusters
  Score: Raw -164467.157117 + Penalty 3414.197443 = -161052.959674
  nChanged 1
		SP:Iteration 8Q (9975.880000 sec): 3 clusters
  Score: Raw -164468.643559 + Penalty 3414.197443 = -161054.446116
  nChanged 2
		SP:Iteration 9Q (9976.040000 sec): 3 clusters
  Score: Raw -164474.300828 + Penalty 3414.197443 = -161060.103386
  nChanged 2
		SP:Iteration 10Q (9976.180000 sec): 3 clusters
  Score: Raw -164476.809053 + Penalty 3414.197443 = -161062.611610
  nChanged 4
		SP:Iteration 11Q (9976.340000 sec): 3 clusters
  Score: Raw -164483.847055 + Penalty 3414.197443 = -161069.649612
  nChanged 3
		SP:Iteration 12Q (9976.450000 sec): 3 clusters
  Score: Raw -164492.133438 + Penalty 3414.197443 = -161077.935995
  nChanged 4
		SP:Iteration 13Q (9976.610000 sec): 3 clusters
  Score: Raw -164501.144842 + Penalty 3414.197443 = -161086.947399
  nChanged 6
		SP:Iteration 14Q (9976.730000 sec): 3 clusters
  Score: Raw -164512.659740 + Penalty 3414.197443 = -161098.462297
  nChanged 2
		SP:Iteration 15Q (9976.870000 sec): 3 clusters
  Score: Raw -164515.419522 + Penalty 3414.197443 = -161101.222079
  nChanged 3
		SP:Iteration 16Q (9976.990000 sec): 3 clusters
  Score: Raw -164519.304895 + Penalty 3414.197443 = -161105.107452
  nChanged 3
		SP:Iteration 17Q (9977.140000 sec): 3 clusters
  Score: Raw -164525.404941 + Penalty 3414.197443 = -161111.207498
  nChanged 6
		SP:Iteration 18Q (9977.310000 sec): 3 clusters
  Score: Raw -164534.164247 + Penalty 3414.197443 = -161119.966804
  nChanged 9
		SP:Iteration 19Q (9977.450000 sec): 3 clusters
  Score: Raw -164547.602819 + Penalty 3414.197443 = -161133.405377
  nChanged 11
		SP:Iteration 20F (9977.610000 sec): 3 clusters
  Score: Raw -164566.732053 + Penalty 3414.197443 = -161152.534610
  nChanged 13
		SP:Iteration 21Q (9977.750000 sec): 3 clusters
  Score: Raw -164601.889271 + Penalty 3414.197443 = -161187.691828
  nChanged 14
		SP:Iteration 22Q (9977.860000 sec): 3 clusters
  Score: Raw -164618.832519 + Penalty 3414.197443 = -161204.635076
  nChanged 6
		SP:Iteration 23Q (9978.010000 sec): 3 clusters
  Score: Raw -164631.607040 + Penalty 3414.197443 = -161217.409597
  nChanged 11
		SP:Iteration 24Q (9978.090000 sec): 3 clusters
  Score: Raw -164644.245675 + Penalty 3414.197443 = -161230.048232
  nChanged 2
		SP:Iteration 25Q (9978.250000 sec): 3 clusters
  Score: Raw -164647.027789 + Penalty 3414.197443 = -161232.830346
  nChanged 0
		SP:Iteration 26F (9978.390000 sec): 3 clusters
  Score: Raw -164647.027789 + Penalty 3414.197443 = -161232.830346
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9978.460000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9978.650000 sec): 3 clusters
  Score: Raw -76355.616533 + Penalty 3063.230166 = -73292.386367
  nChanged 87
		SP:Iteration 1F (9978.760000 sec): 3 clusters
  Score: Raw -76540.599228 + Penalty 3063.230166 = -73477.369062
  nChanged 23
		SP:Iteration 2Q (9978.870000 sec): 3 clusters
  Score: Raw -76590.905923 + Penalty 3063.230166 = -73527.675757
  nChanged 6
		SP:Iteration 3Q (9979.000000 sec): 3 clusters
  Score: Raw -76607.151237 + Penalty 3063.230166 = -73543.921072
  nChanged 2
		SP:Iteration 4Q (9979.130000 sec): 3 clusters
  Score: Raw -76612.638461 + Penalty 3063.230166 = -73549.408295
  nChanged 2
		SP:Iteration 5Q (9979.280000 sec): 3 clusters
  Score: Raw -76618.551340 + Penalty 3063.230166 = -73555.321174
  nChanged 2
		SP:Iteration 6Q (9979.390000 sec): 3 clusters
  Score: Raw -76622.865977 + Penalty 3063.230166 = -73559.635812
  nChanged 2
		SP:Iteration 7Q (9979.490000 sec): 3 clusters
  Score: Raw -76626.276501 + Penalty 3063.230166 = -73563.046335
  nChanged 0
		SP:Iteration 8F (9979.620000 sec): 3 clusters
  Score: Raw -76626.276501 + Penalty 3063.230166 = -73563.046335
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9979.710000 sec): 2 clusters
  Score: Raw -34856.469177 + Penalty 1349.719592 = -33506.749585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9979.830000 sec): 3 clusters
  Score: Raw -35057.610506 + Penalty 2699.439184 = -32358.171322
  nChanged 18
		SP:Iteration 1F (9979.970000 sec): 3 clusters
  Score: Raw -35245.287297 + Penalty 2699.439184 = -32545.848112
  nChanged 10
		SP:Iteration 2Q (9980.130000 sec): 3 clusters
  Score: Raw -35665.385090 + Penalty 2699.439184 = -32965.945906
  nChanged 18
		SP:Iteration 3F (9980.290000 sec): 3 clusters
  Score: Raw -35753.320663 + Penalty 2699.439184 = -33053.881478
  nChanged 10
		SP:Iteration 4Q (9980.450000 sec): 3 clusters
  Score: Raw -35821.382758 + Penalty 2699.439184 = -33121.943574
  nChanged 6
		SP:Iteration 5Q (9980.590000 sec): 3 clusters
  Score: Raw -35856.009563 + Penalty 2699.439184 = -33156.570379
  nChanged 2
		SP:Iteration 6Q (9980.750000 sec): 3 clusters
  Score: Raw -35865.181223 + Penalty 2699.439184 = -33165.742038
  nChanged 2
		SP:Iteration 7Q (9980.840000 sec): 3 clusters
  Score: Raw -35881.267272 + Penalty 2699.439184 = -33181.828087
  nChanged 2
		SP:Iteration 8Q (9980.990000 sec): 3 clusters
  Score: Raw -35892.751981 + Penalty 2699.439184 = -33193.312796
  nChanged 0
		SP:Iteration 9F (9981.100000 sec): 3 clusters
  Score: Raw -35892.751981 + Penalty 2699.439184 = -33193.312796
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9981.170000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9981.310000 sec): 3 clusters
  Score: Raw -39888.520738 + Penalty 2769.414169 = -37119.106569
  nChanged 37
		SP:Iteration 1F (9981.460000 sec): 3 clusters
  Score: Raw -40016.189451 + Penalty 2769.414169 = -37246.775281
  nChanged 12
		SP:Iteration 2Q (9981.570000 sec): 3 clusters
  Score: Raw -40079.630833 + Penalty 2769.414169 = -37310.216664
  nChanged 8
		SP:Iteration 3Q (9981.720000 sec): 3 clusters
  Score: Raw -40126.031377 + Penalty 2769.414169 = -37356.617208
  nChanged 2
		SP:Iteration 4Q (9981.870000 sec): 3 clusters
  Score: Raw -40137.577971 + Penalty 2769.414169 = -37368.163802
  nChanged 1
		SP:Iteration 5Q (9982.020000 sec): 3 clusters
  Score: Raw -40139.816729 + Penalty 2769.414169 = -37370.402560
  nChanged 1
		SP:Iteration 6Q (9982.160000 sec): 3 clusters
  Score: Raw -40140.760013 + Penalty 2769.414169 = -37371.345844
  nChanged 0
		SP:Iteration 7F (9982.300000 sec): 3 clusters
  Score: Raw -40140.760013 + Penalty 2769.414169 = -37371.345844
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9982.360000 sec): 2 clusters
  Score: Raw -393391.103930 + Penalty 1927.538231 = -391463.565699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9982.530000 sec): 3 clusters
  Score: Raw -392457.778292 + Penalty 3855.076461 = -388602.701830
  nChanged 778
		SP:Iteration 1F (9982.690000 sec): 3 clusters
  Score: Raw -392983.913688 + Penalty 3855.076461 = -389128.837227
  nChanged 211
		SP:Iteration 2F (9982.830000 sec): 3 clusters
  Score: Raw -393192.413917 + Penalty 3855.076461 = -389337.337455
  nChanged 141
		SP:Iteration 3F (9983.010000 sec): 3 clusters
  Score: Raw -393335.002710 + Penalty 3855.076461 = -389479.926249
  nChanged 106
		SP:Iteration 4Q (9983.200000 sec): 3 clusters
  Score: Raw -393434.919734 + Penalty 3855.076461 = -389579.843273
  nChanged 86
		SP:Iteration 5Q (9983.390000 sec): 3 clusters
  Score: Raw -393522.476677 + Penalty 3855.076461 = -389667.400216
  nChanged 92
		SP:Iteration 6Q (9983.510000 sec): 3 clusters
  Score: Raw -393628.973874 + Penalty 3855.076461 = -389773.897413
  nChanged 108
		SP:Iteration 7Q (9983.730000 sec): 3 clusters
  Score: Raw -393737.504549 + Penalty 3855.076461 = -389882.428088
  nChanged 82
		SP:Iteration 8Q (9983.850000 sec): 3 clusters
  Score: Raw -393806.131465 + Penalty 3855.076461 = -389951.055004
  nChanged 76
		SP:Iteration 9Q (9984.050000 sec): 3 clusters
  Score: Raw -393879.742671 + Penalty 3855.076461 = -390024.666209
  nChanged 63
		SP:Iteration 10Q (9984.150000 sec): 3 clusters
  Score: Raw -393931.679794 + Penalty 3855.076461 = -390076.603332
  nChanged 40
		SP:Iteration 11Q (9984.320000 sec): 3 clusters
  Score: Raw -393966.775589 + Penalty 3855.076461 = -390111.699127
  nChanged 33
		SP:Iteration 12Q (9984.420000 sec): 3 clusters
  Score: Raw -393988.215725 + Penalty 3855.076461 = -390133.139264
  nChanged 20
		SP:Iteration 13Q (9984.570000 sec): 3 clusters
  Score: Raw -394003.704869 + Penalty 3855.076461 = -390148.628407
  nChanged 17
		SP:Iteration 14Q (9984.770000 sec): 3 clusters
  Score: Raw -394017.107183 + Penalty 3855.076461 = -390162.030722
  nChanged 15
		SP:Iteration 15Q (9984.920000 sec): 3 clusters
  Score: Raw -394025.999991 + Penalty 3855.076461 = -390170.923530
  nChanged 12
		SP:Iteration 16Q (9985.070000 sec): 3 clusters
  Score: Raw -394040.247775 + Penalty 3855.076461 = -390185.171314
  nChanged 12
		SP:Iteration 17Q (9985.240000 sec): 3 clusters
  Score: Raw -394046.509584 + Penalty 3855.076461 = -390191.433123
  nChanged 5
		SP:Iteration 18Q (9985.430000 sec): 3 clusters
  Score: Raw -394049.169200 + Penalty 3855.076461 = -390194.092739
  nChanged 5
		SP:Iteration 19Q (9985.570000 sec): 3 clusters
  Score: Raw -394055.589206 + Penalty 3855.076461 = -390200.512745
  nChanged 2
		SP:Iteration 20F (9985.720000 sec): 3 clusters
  Score: Raw -394056.362291 + Penalty 3855.076461 = -390201.285830
  nChanged 1
		SP:Iteration 21Q (9985.840000 sec): 3 clusters
  Score: Raw -394056.966656 + Penalty 3855.076461 = -390201.890195
  nChanged 0
		SP:Iteration 22F (9986.000000 sec): 3 clusters
  Score: Raw -394056.966656 + Penalty 3855.076461 = -390201.890195
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9986.070000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9986.190000 sec): 3 clusters
  Score: Raw -77089.727893 + Penalty 3049.640275 = -74040.087618
  nChanged 59
		SP:Iteration 1F (9986.330000 sec): 3 clusters
  Score: Raw -77231.566975 + Penalty 3049.640275 = -74181.926700
  nChanged 22
		SP:Iteration 2Q (9986.470000 sec): 3 clusters
  Score: Raw -77287.014011 + Penalty 3049.640275 = -74237.373736
  nChanged 5
		SP:Iteration 3Q (9986.630000 sec): 3 clusters
  Score: Raw -77299.092109 + Penalty 3049.640275 = -74249.451835
  nChanged 2
		SP:Iteration 4Q (9986.730000 sec): 3 clusters
  Score: Raw -77302.107955 + Penalty 3049.640275 = -74252.467680
  nChanged 0
		SP:Iteration 5F (9986.900000 sec): 3 clusters
  Score: Raw -77302.107955 + Penalty 3049.640275 = -74252.467680
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9986.980000 sec): 2 clusters
  Score: Raw -651335.575274 + Penalty 2036.447763 = -649299.127511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9987.160000 sec): 3 clusters
  Score: Raw -649644.781490 + Penalty 4072.895527 = -645571.885964
  nChanged 1350
		SP:Iteration 1F (9987.350000 sec): 3 clusters
  Score: Raw -650533.581453 + Penalty 4072.895527 = -646460.685927
  nChanged 328
		SP:Iteration 2F (9987.490000 sec): 3 clusters
  Score: Raw -650819.950273 + Penalty 4072.895527 = -646747.054746
  nChanged 237
		SP:Iteration 3F (9987.690000 sec): 3 clusters
  Score: Raw -651029.947884 + Penalty 4072.895527 = -646957.052358
  nChanged 194
		SP:Iteration 4F (9987.870000 sec): 3 clusters
  Score: Raw -651192.506334 + Penalty 4072.895527 = -647119.610807
  nChanged 161
		SP:Iteration 5Q (9988.000000 sec): 3 clusters
  Score: Raw -651316.667798 + Penalty 4072.895527 = -647243.772271
  nChanged 119
		SP:Iteration 6Q (9988.170000 sec): 3 clusters
  Score: Raw -651409.510802 + Penalty 4072.895527 = -647336.615275
  nChanged 101
		SP:Iteration 7Q (9988.340000 sec): 3 clusters
  Score: Raw -651477.925449 + Penalty 4072.895527 = -647405.029922
  nChanged 72
		SP:Iteration 8Q (9988.490000 sec): 3 clusters
  Score: Raw -651521.191962 + Penalty 4072.895527 = -647448.296436
  nChanged 61
		SP:Iteration 9Q (9988.680000 sec): 3 clusters
  Score: Raw -651557.438558 + Penalty 4072.895527 = -647484.543031
  nChanged 44
		SP:Iteration 10Q (9988.860000 sec): 3 clusters
  Score: Raw -651577.815046 + Penalty 4072.895527 = -647504.919519
  nChanged 36
		SP:Iteration 11Q (9989.070000 sec): 3 clusters
  Score: Raw -651595.690266 + Penalty 4072.895527 = -647522.794739
  nChanged 27
		SP:Iteration 12Q (9989.300000 sec): 3 clusters
  Score: Raw -651607.981163 + Penalty 4072.895527 = -647535.085636
  nChanged 21
		SP:Iteration 13Q (9989.520000 sec): 3 clusters
  Score: Raw -651618.585859 + Penalty 4072.895527 = -647545.690332
  nChanged 19
		SP:Iteration 14Q (9989.670000 sec): 3 clusters
  Score: Raw -651628.360859 + Penalty 4072.895527 = -647555.465332
  nChanged 17
		SP:Iteration 15Q (9989.870000 sec): 3 clusters
  Score: Raw -651635.632849 + Penalty 4072.895527 = -647562.737323
  nChanged 10
		SP:Iteration 16Q (9990.020000 sec): 3 clusters
  Score: Raw -651640.352575 + Penalty 4072.895527 = -647567.457048
  nChanged 9
		SP:Iteration 17Q (9990.190000 sec): 3 clusters
  Score: Raw -651644.082686 + Penalty 4072.895527 = -647571.187159
  nChanged 9
		SP:Iteration 18Q (9990.350000 sec): 3 clusters
  Score: Raw -651647.198404 + Penalty 4072.895527 = -647574.302877
  nChanged 6
		SP:Iteration 19Q (9990.530000 sec): 3 clusters
  Score: Raw -651649.541162 + Penalty 4072.895527 = -647576.645635
  nChanged 4
		SP:Iteration 20F (9990.700000 sec): 3 clusters
  Score: Raw -651651.724011 + Penalty 4072.895527 = -647578.828485
  nChanged 5
		SP:Iteration 21Q (9990.860000 sec): 3 clusters
  Score: Raw -651654.370046 + Penalty 4072.895527 = -647581.474520
  nChanged 11
		SP:Iteration 22Q (9991.040000 sec): 3 clusters
  Score: Raw -651659.260680 + Penalty 4072.895527 = -647586.365153
  nChanged 12
		SP:Iteration 23Q (9991.230000 sec): 3 clusters
  Score: Raw -651664.700132 + Penalty 4072.895527 = -647591.804606
  nChanged 18
		SP:Iteration 24Q (9991.340000 sec): 3 clusters
  Score: Raw -651674.374449 + Penalty 4072.895527 = -647601.478922
  nChanged 22
		SP:Iteration 25Q (9991.430000 sec): 3 clusters
  Score: Raw -651682.239093 + Penalty 4072.895527 = -647609.343567
  nChanged 17
		SP:Iteration 26Q (9991.660000 sec): 3 clusters
  Score: Raw -651687.931299 + Penalty 4072.895527 = -647615.035772
  nChanged 11
		SP:Iteration 27Q (9991.820000 sec): 3 clusters
  Score: Raw -651692.314810 + Penalty 4072.895527 = -647619.419283
  nChanged 11
		SP:Iteration 28Q (9992.040000 sec): 3 clusters
  Score: Raw -651699.742964 + Penalty 4072.895527 = -647626.847438
  nChanged 20
		SP:Iteration 29Q (9992.170000 sec): 3 clusters
  Score: Raw -651711.043053 + Penalty 4072.895527 = -647638.147526
  nChanged 16
		SP:Iteration 30Q (9992.350000 sec): 3 clusters
  Score: Raw -651719.458443 + Penalty 4072.895527 = -647646.562916
  nChanged 19
		SP:Iteration 31Q (9992.520000 sec): 3 clusters
  Score: Raw -651730.696433 + Penalty 4072.895527 = -647657.800907
  nChanged 21
		SP:Iteration 32Q (9992.660000 sec): 3 clusters
  Score: Raw -651737.369780 + Penalty 4072.895527 = -647664.474254
  nChanged 12
		SP:Iteration 33Q (9992.810000 sec): 3 clusters
  Score: Raw -651743.629124 + Penalty 4072.895527 = -647670.733597
  nChanged 10
		SP:Iteration 34Q (9992.950000 sec): 3 clusters
  Score: Raw -651748.187964 + Penalty 4072.895527 = -647675.292437
  nChanged 11
		SP:Iteration 35Q (9993.120000 sec): 3 clusters
  Score: Raw -651753.758410 + Penalty 4072.895527 = -647680.862884
  nChanged 10
		SP:Iteration 36Q (9993.290000 sec): 3 clusters
  Score: Raw -651759.873304 + Penalty 4072.895527 = -647686.977778
  nChanged 13
		SP:Iteration 37Q (9993.460000 sec): 3 clusters
  Score: Raw -651765.634833 + Penalty 4072.895527 = -647692.739307
  nChanged 10
		SP:Iteration 38Q (9993.620000 sec): 3 clusters
  Score: Raw -651770.255110 + Penalty 4072.895527 = -647697.359584
  nChanged 11
		SP:Iteration 39Q (9993.780000 sec): 3 clusters
  Score: Raw -651777.078744 + Penalty 4072.895527 = -647704.183218
  nChanged 6
		SP:Iteration 40F (9993.940000 sec): 3 clusters
  Score: Raw -651780.178752 + Penalty 4072.895527 = -647707.283225
  nChanged 7
		SP:Iteration 41Q (9994.100000 sec): 3 clusters
  Score: Raw -651784.176604 + Penalty 4072.895527 = -647711.281078
  nChanged 4
		SP:Iteration 42Q (9994.290000 sec): 3 clusters
  Score: Raw -651787.735402 + Penalty 4072.895527 = -647714.839875
  nChanged 11
		SP:Iteration 43Q (9994.470000 sec): 3 clusters
  Score: Raw -651790.979508 + Penalty 4072.895527 = -647718.083981
  nChanged 4
		SP:Iteration 44Q (9994.630000 sec): 3 clusters
  Score: Raw -651792.283600 + Penalty 4072.895527 = -647719.388074
  nChanged 5
		SP:Iteration 45Q (9994.790000 sec): 3 clusters
  Score: Raw -651795.357692 + Penalty 4072.895527 = -647722.462165
  nChanged 8
		SP:Iteration 46Q (9994.950000 sec): 3 clusters
  Score: Raw -651800.509703 + Penalty 4072.895527 = -647727.614176
  nChanged 7
		SP:Iteration 47Q (9995.110000 sec): 3 clusters
  Score: Raw -651804.490121 + Penalty 4072.895527 = -647731.594595
  nChanged 8
		SP:Iteration 48Q (9995.280000 sec): 3 clusters
  Score: Raw -651807.588331 + Penalty 4072.895527 = -647734.692804
  nChanged 4
		SP:Iteration 49Q (9995.450000 sec): 3 clusters
  Score: Raw -651809.801877 + Penalty 4072.895527 = -647736.906350
  nChanged 8
		SP:Iteration 50Q (9995.620000 sec): 3 clusters
  Score: Raw -651815.514986 + Penalty 4072.895527 = -647742.619459
  nChanged 9
		SP:Iteration 51Q (9995.780000 sec): 3 clusters
  Score: Raw -651820.829007 + Penalty 4072.895527 = -647747.933480
  nChanged 10
		SP:Iteration 52Q (9995.940000 sec): 3 clusters
  Score: Raw -651826.173523 + Penalty 4072.895527 = -647753.277997
  nChanged 10
		SP:Iteration 53Q (9996.070000 sec): 3 clusters
  Score: Raw -651832.055271 + Penalty 4072.895527 = -647759.159745
  nChanged 6
		SP:Iteration 54Q (9996.260000 sec): 3 clusters
  Score: Raw -651836.132108 + Penalty 4072.895527 = -647763.236581
  nChanged 8
		SP:Iteration 55Q (9996.430000 sec): 3 clusters
  Score: Raw -651844.634920 + Penalty 4072.895527 = -647771.739393
  nChanged 16
		SP:Iteration 56Q (9996.560000 sec): 3 clusters
  Score: Raw -651854.276482 + Penalty 4072.895527 = -647781.380955
  nChanged 19
		SP:Iteration 57Q (9996.690000 sec): 3 clusters
  Score: Raw -651864.577551 + Penalty 4072.895527 = -647791.682025
  nChanged 13
		SP:Iteration 58Q (9996.820000 sec): 3 clusters
  Score: Raw -651873.637530 + Penalty 4072.895527 = -647800.742004
  nChanged 17
		SP:Iteration 59Q (9996.980000 sec): 3 clusters
  Score: Raw -651884.535205 + Penalty 4072.895527 = -647811.639678
  nChanged 11
		SP:Iteration 60F (9997.150000 sec): 3 clusters
  Score: Raw -651891.272541 + Penalty 4072.895527 = -647818.377014
  nChanged 10
		SP:Iteration 61Q (9997.320000 sec): 3 clusters
  Score: Raw -651896.568640 + Penalty 4072.895527 = -647823.673114
  nChanged 7
		SP:Iteration 62Q (9997.520000 sec): 3 clusters
  Score: Raw -651899.734384 + Penalty 4072.895527 = -647826.838857
  nChanged 6
		SP:Iteration 63Q (9997.650000 sec): 3 clusters
  Score: Raw -651904.350424 + Penalty 4072.895527 = -647831.454897
  nChanged 8
		SP:Iteration 64Q (9997.810000 sec): 3 clusters
  Score: Raw -651909.637417 + Penalty 4072.895527 = -647836.741890
  nChanged 10
		SP:Iteration 65Q (9997.970000 sec): 3 clusters
  Score: Raw -651915.564264 + Penalty 4072.895527 = -647842.668738
  nChanged 12
		SP:Iteration 66Q (9998.140000 sec): 3 clusters
  Score: Raw -651923.987080 + Penalty 4072.895527 = -647851.091553
  nChanged 10
		SP:Iteration 67Q (9998.340000 sec): 3 clusters
  Score: Raw -651927.828489 + Penalty 4072.895527 = -647854.932963
  nChanged 6
		SP:Iteration 68Q (9998.530000 sec): 3 clusters
  Score: Raw -651931.036987 + Penalty 4072.895527 = -647858.141460
  nChanged 5
		SP:Iteration 69Q (9998.710000 sec): 3 clusters
  Score: Raw -651934.088089 + Penalty 4072.895527 = -647861.192563
  nChanged 4
		SP:Iteration 70Q (9998.850000 sec): 3 clusters
  Score: Raw -651936.078352 + Penalty 4072.895527 = -647863.182826
  nChanged 6
		SP:Iteration 71Q (9999.010000 sec): 3 clusters
  Score: Raw -651939.845584 + Penalty 4072.895527 = -647866.950057
  nChanged 2
		SP:Iteration 72Q (9999.180000 sec): 3 clusters
  Score: Raw -651940.362151 + Penalty 4072.895527 = -647867.466624
  nChanged 1
		SP:Iteration 73Q (9999.340000 sec): 3 clusters
  Score: Raw -651940.710674 + Penalty 4072.895527 = -647867.815147
  nChanged 1
		SP:Iteration 74Q (9999.470000 sec): 3 clusters
  Score: Raw -651940.859534 + Penalty 4072.895527 = -647867.964008
  nChanged 1
		SP:Iteration 75Q (9999.630000 sec): 3 clusters
  Score: Raw -651941.126703 + Penalty 4072.895527 = -647868.231177
  nChanged 0
		SP:Iteration 76F (9999.790000 sec): 3 clusters
  Score: Raw -651941.126703 + Penalty 4072.895527 = -647868.231177
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9999.870000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10000.040000 sec): 3 clusters
  Score: Raw -191890.327648 + Penalty 3495.568542 = -188394.759106
  nChanged 307
		SP:Iteration 1F (10000.200000 sec): 3 clusters
  Score: Raw -192184.768218 + Penalty 3495.568542 = -188689.199677
  nChanged 56
		SP:Iteration 2Q (10000.380000 sec): 3 clusters
  Score: Raw -192254.392605 + Penalty 3495.568542 = -188758.824063
  nChanged 42
		SP:Iteration 3Q (10000.550000 sec): 3 clusters
  Score: Raw -192302.964227 + Penalty 3495.568542 = -188807.395686
  nChanged 27
		SP:Iteration 4Q (10000.710000 sec): 3 clusters
  Score: Raw -192332.927030 + Penalty 3495.568542 = -188837.358488
  nChanged 21
		SP:Iteration 5Q (10000.870000 sec): 3 clusters
  Score: Raw -192360.641103 + Penalty 3495.568542 = -188865.072561
  nChanged 22
		SP:Iteration 6Q (10001.040000 sec): 3 clusters
  Score: Raw -192384.058577 + Penalty 3495.568542 = -188888.490035
  nChanged 9
		SP:Iteration 7Q (10001.200000 sec): 3 clusters
  Score: Raw -192393.042016 + Penalty 3495.568542 = -188897.473475
  nChanged 11
		SP:Iteration 8Q (10001.380000 sec): 3 clusters
  Score: Raw -192407.907105 + Penalty 3495.568542 = -188912.338563
  nChanged 9
		SP:Iteration 9Q (10001.540000 sec): 3 clusters
  Score: Raw -192420.594991 + Penalty 3495.568542 = -188925.026450
  nChanged 11
		SP:Iteration 10Q (10001.700000 sec): 3 clusters
  Score: Raw -192438.271571 + Penalty 3495.568542 = -188942.703030
  nChanged 15
		SP:Iteration 11Q (10001.860000 sec): 3 clusters
  Score: Raw -192469.453722 + Penalty 3495.568542 = -188973.885180
  nChanged 18
		SP:Iteration 12Q (10002.040000 sec): 3 clusters
  Score: Raw -192506.893865 + Penalty 3495.568542 = -189011.325324
  nChanged 22
		SP:Iteration 13Q (10002.200000 sec): 3 clusters
  Score: Raw -192547.930347 + Penalty 3495.568542 = -189052.361805
  nChanged 24
		SP:Iteration 14Q (10002.350000 sec): 3 clusters
  Score: Raw -192594.069667 + Penalty 3495.568542 = -189098.501126
  nChanged 29
		SP:Iteration 15Q (10002.510000 sec): 3 clusters
  Score: Raw -192632.797882 + Penalty 3495.568542 = -189137.229340
  nChanged 20
		SP:Iteration 16Q (10002.670000 sec): 3 clusters
  Score: Raw -192656.038493 + Penalty 3495.568542 = -189160.469951
  nChanged 13
		SP:Iteration 17Q (10002.830000 sec): 3 clusters
  Score: Raw -192672.582418 + Penalty 3495.568542 = -189177.013876
  nChanged 11
		SP:Iteration 18Q (10002.980000 sec): 3 clusters
  Score: Raw -192684.145620 + Penalty 3495.568542 = -189188.577078
  nChanged 8
		SP:Iteration 19Q (10003.120000 sec): 3 clusters
  Score: Raw -192699.510935 + Penalty 3495.568542 = -189203.942393
  nChanged 8
		SP:Iteration 20F (10003.320000 sec): 3 clusters
  Score: Raw -192708.557566 + Penalty 3495.568542 = -189212.989024
  nChanged 4
		SP:Iteration 21Q (10003.460000 sec): 3 clusters
  Score: Raw -192713.759878 + Penalty 3495.568542 = -189218.191336
  nChanged 6
		SP:Iteration 22Q (10003.610000 sec): 3 clusters
  Score: Raw -192719.341383 + Penalty 3495.568542 = -189223.772841
  nChanged 3
		SP:Iteration 23Q (10003.760000 sec): 3 clusters
  Score: Raw -192724.455865 + Penalty 3495.568542 = -189228.887323
  nChanged 2
		SP:Iteration 24Q (10003.900000 sec): 3 clusters
  Score: Raw -192728.430020 + Penalty 3495.568542 = -189232.861479
  nChanged 2
		SP:Iteration 25Q (10004.090000 sec): 3 clusters
  Score: Raw -192733.459085 + Penalty 3495.568542 = -189237.890543
  nChanged 3
		SP:Iteration 26Q (10004.230000 sec): 3 clusters
  Score: Raw -192738.547776 + Penalty 3495.568542 = -189242.979234
  nChanged 4
		SP:Iteration 27Q (10004.380000 sec): 3 clusters
  Score: Raw -192743.288237 + Penalty 3495.568542 = -189247.719695
  nChanged 3
		SP:Iteration 28Q (10004.550000 sec): 3 clusters
  Score: Raw -192746.930085 + Penalty 3495.568542 = -189251.361543
  nChanged 1
		SP:Iteration 29Q (10004.710000 sec): 3 clusters
  Score: Raw -192747.751640 + Penalty 3495.568542 = -189252.183098
  nChanged 0
		SP:Iteration 30F (10004.870000 sec): 3 clusters
  Score: Raw -192747.751640 + Penalty 3495.568542 = -189252.183098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10004.950000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10005.130000 sec): 3 clusters
  Score: Raw -20971.589903 + Penalty 2458.090221 = -18513.499682
  nChanged 9
		SP:Iteration 1F (10005.230000 sec): 3 clusters
  Score: Raw -21016.901321 + Penalty 2458.090221 = -18558.811101
  nChanged 3
		SP:Iteration 2Q (10005.350000 sec): 3 clusters
  Score: Raw -21046.547466 + Penalty 2458.090221 = -18588.457245
  nChanged 2
		SP:Iteration 3Q (10005.490000 sec): 3 clusters
  Score: Raw -21070.746503 + Penalty 2458.090221 = -18612.656283
  nChanged 3
		SP:Iteration 4Q (10005.640000 sec): 3 clusters
  Score: Raw -21091.950370 + Penalty 2458.090221 = -18633.860149
  nChanged 0
		SP:Iteration 5F (10005.790000 sec): 3 clusters
  Score: Raw -21091.950370 + Penalty 2458.090221 = -18633.860149
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10005.870000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10005.990000 sec): 3 clusters
  Score: Raw -52837.224903 + Penalty 2857.977486 = -49979.247417
  nChanged 34
		SP:Iteration 1F (10006.100000 sec): 3 clusters
  Score: Raw -52962.279846 + Penalty 2857.977486 = -50104.302360
  nChanged 10
		SP:Iteration 2Q (10006.250000 sec): 3 clusters
  Score: Raw -52987.118893 + Penalty 2857.977486 = -50129.141407
  nChanged 6
		SP:Iteration 3Q (10006.380000 sec): 3 clusters
  Score: Raw -53015.212034 + Penalty 2857.977486 = -50157.234548
  nChanged 3
		SP:Iteration 4Q (10006.520000 sec): 3 clusters
  Score: Raw -53022.982868 + Penalty 2857.977486 = -50165.005382
  nChanged 0
		SP:Iteration 5F (10006.670000 sec): 3 clusters
  Score: Raw -53022.982868 + Penalty 2857.977486 = -50165.005382
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10006.740000 sec): 2 clusters
  Score: Raw -19072.593341 + Penalty 1252.364290 = -17820.229051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10006.880000 sec): 3 clusters
  Score: Raw -19439.503353 + Penalty 2504.728580 = -16934.774773
  nChanged 21
		SP:Iteration 1F (10007.070000 sec): 3 clusters
  Score: Raw -19609.274045 + Penalty 2504.728580 = -17104.545465
  nChanged 3
		SP:Iteration 2Q (10007.210000 sec): 3 clusters
  Score: Raw -19626.125655 + Penalty 2504.728580 = -17121.397075
  nChanged 2
		SP:Iteration 3Q (10007.370000 sec): 3 clusters
  Score: Raw -19636.630107 + Penalty 2504.728580 = -17131.901528
  nChanged 0
		SP:Iteration 4F (10007.530000 sec): 3 clusters
  Score: Raw -19636.630107 + Penalty 2504.728580 = -17131.901528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10007.620000 sec): 2 clusters
  Score: Raw -151916.609068 + Penalty 1692.444670 = -150224.164398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10007.780000 sec): 3 clusters
  Score: Raw -151788.860147 + Penalty 3384.889340 = -148403.970807
  nChanged 266
		SP:Iteration 1F (10007.940000 sec): 3 clusters
  Score: Raw -152370.472553 + Penalty 3384.889340 = -148985.583213
  nChanged 120
		SP:Iteration 2F (10008.100000 sec): 3 clusters
  Score: Raw -152722.093651 + Penalty 3384.889340 = -149337.204310
  nChanged 67
		SP:Iteration 3F (10008.280000 sec): 3 clusters
  Score: Raw -152930.881406 + Penalty 3384.889340 = -149545.992065
  nChanged 35
		SP:Iteration 4Q (10008.450000 sec): 3 clusters
  Score: Raw -153023.824099 + Penalty 3384.889340 = -149638.934759
  nChanged 20
		SP:Iteration 5Q (10008.590000 sec): 3 clusters
  Score: Raw -153086.184602 + Penalty 3384.889340 = -149701.295262
  nChanged 15
		SP:Iteration 6Q (10008.750000 sec): 3 clusters
  Score: Raw -153127.995328 + Penalty 3384.889340 = -149743.105988
  nChanged 17
		SP:Iteration 7Q (10008.910000 sec): 3 clusters
  Score: Raw -153171.929296 + Penalty 3384.889340 = -149787.039956
  nChanged 16
		SP:Iteration 8Q (10009.070000 sec): 3 clusters
  Score: Raw -153227.572584 + Penalty 3384.889340 = -149842.683244
  nChanged 20
		SP:Iteration 9Q (10009.270000 sec): 3 clusters
  Score: Raw -153302.268925 + Penalty 3384.889340 = -149917.379585
  nChanged 23
		SP:Iteration 10Q (10009.430000 sec): 3 clusters
  Score: Raw -153373.375092 + Penalty 3384.889340 = -149988.485752
  nChanged 13
		SP:Iteration 11Q (10009.540000 sec): 3 clusters
  Score: Raw -153413.843833 + Penalty 3384.889340 = -150028.954493
  nChanged 13
		SP:Iteration 12Q (10009.690000 sec): 3 clusters
  Score: Raw -153444.855625 + Penalty 3384.889340 = -150059.966284
  nChanged 14
		SP:Iteration 13Q (10009.830000 sec): 3 clusters
  Score: Raw -153475.685926 + Penalty 3384.889340 = -150090.796586
  nChanged 9
		SP:Iteration 14Q (10009.970000 sec): 3 clusters
  Score: Raw -153497.543153 + Penalty 3384.889340 = -150112.653812
  nChanged 5
		SP:Iteration 15Q (10010.150000 sec): 3 clusters
  Score: Raw -153506.034212 + Penalty 3384.889340 = -150121.144872
  nChanged 4
		SP:Iteration 16Q (10010.290000 sec): 3 clusters
  Score: Raw -153514.048292 + Penalty 3384.889340 = -150129.158951
  nChanged 1
		SP:Iteration 17Q (10010.450000 sec): 3 clusters
  Score: Raw -153516.698599 + Penalty 3384.889340 = -150131.809259
  nChanged 2
		SP:Iteration 18Q (10010.580000 sec): 3 clusters
  Score: Raw -153520.522727 + Penalty 3384.889340 = -150135.633387
  nChanged 2
		SP:Iteration 19Q (10010.690000 sec): 3 clusters
  Score: Raw -153525.289100 + Penalty 3384.889340 = -150140.399760
  nChanged 0
		SP:Iteration 20F (10010.810000 sec): 3 clusters
  Score: Raw -153529.988979 + Penalty 3384.889340 = -150145.099638
  nChanged 3
		SP:Iteration 21Q (10010.980000 sec): 3 clusters
  Score: Raw -153547.924173 + Penalty 3384.889340 = -150163.034832
  nChanged 3
		SP:Iteration 22Q (10011.140000 sec): 3 clusters
  Score: Raw -153564.700851 + Penalty 3384.889340 = -150179.811510
  nChanged 4
		SP:Iteration 23Q (10011.260000 sec): 3 clusters
  Score: Raw -153575.266042 + Penalty 3384.889340 = -150190.376701
  nChanged 3
		SP:Iteration 24Q (10011.420000 sec): 3 clusters
  Score: Raw -153583.677551 + Penalty 3384.889340 = -150198.788210
  nChanged 3
		SP:Iteration 25Q (10011.580000 sec): 3 clusters
  Score: Raw -153593.952102 + Penalty 3384.889340 = -150209.062762
  nChanged 4
		SP:Iteration 26Q (10011.740000 sec): 3 clusters
  Score: Raw -153600.650358 + Penalty 3384.889340 = -150215.761017
  nChanged 0
		SP:Iteration 27F (10011.900000 sec): 3 clusters
  Score: Raw -153600.650358 + Penalty 3384.889340 = -150215.761017
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10012.000000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10012.110000 sec): 3 clusters
  Score: Raw -95259.793334 + Penalty 3168.726457 = -92091.066877
  nChanged 121
		SP:Iteration 1F (10012.270000 sec): 3 clusters
  Score: Raw -95486.427458 + Penalty 3168.726457 = -92317.701001
  nChanged 30
		SP:Iteration 2F (10012.400000 sec): 3 clusters
  Score: Raw -95572.288455 + Penalty 3168.726457 = -92403.561998
  nChanged 25
		SP:Iteration 3Q (10012.550000 sec): 3 clusters
  Score: Raw -95684.875109 + Penalty 3168.726457 = -92516.148651
  nChanged 19
		SP:Iteration 4Q (10012.690000 sec): 3 clusters
  Score: Raw -95741.161110 + Penalty 3168.726457 = -92572.434653
  nChanged 16
		SP:Iteration 5Q (10012.840000 sec): 3 clusters
  Score: Raw -95784.107595 + Penalty 3168.726457 = -92615.381138
  nChanged 11
		SP:Iteration 6Q (10013.000000 sec): 3 clusters
  Score: Raw -95812.163129 + Penalty 3168.726457 = -92643.436672
  nChanged 9
		SP:Iteration 7Q (10013.170000 sec): 3 clusters
  Score: Raw -95826.997435 + Penalty 3168.726457 = -92658.270978
  nChanged 6
		SP:Iteration 8Q (10013.310000 sec): 3 clusters
  Score: Raw -95840.311937 + Penalty 3168.726457 = -92671.585480
  nChanged 6
		SP:Iteration 9Q (10013.460000 sec): 3 clusters
  Score: Raw -95858.318477 + Penalty 3168.726457 = -92689.592019
  nChanged 6
		SP:Iteration 10Q (10013.600000 sec): 3 clusters
  Score: Raw -95874.721068 + Penalty 3168.726457 = -92705.994611
  nChanged 3
		SP:Iteration 11Q (10013.740000 sec): 3 clusters
  Score: Raw -95880.637135 + Penalty 3168.726457 = -92711.910678
  nChanged 4
		SP:Iteration 12Q (10013.890000 sec): 3 clusters
  Score: Raw -95888.150798 + Penalty 3168.726457 = -92719.424341
  nChanged 3
		SP:Iteration 13Q (10014.060000 sec): 3 clusters
  Score: Raw -95896.861526 + Penalty 3168.726457 = -92728.135069
  nChanged 5
		SP:Iteration 14Q (10014.190000 sec): 3 clusters
  Score: Raw -95917.200629 + Penalty 3168.726457 = -92748.474171
  nChanged 4
		SP:Iteration 15Q (10014.310000 sec): 3 clusters
  Score: Raw -95936.498024 + Penalty 3168.726457 = -92767.771567
  nChanged 4
		SP:Iteration 16Q (10014.440000 sec): 3 clusters
  Score: Raw -95941.851427 + Penalty 3168.726457 = -92773.124970
  nChanged 1
		SP:Iteration 17Q (10014.570000 sec): 3 clusters
  Score: Raw -95943.214071 + Penalty 3168.726457 = -92774.487613
  nChanged 2
		SP:Iteration 18Q (10014.720000 sec): 3 clusters
  Score: Raw -95948.271652 + Penalty 3168.726457 = -92779.545195
  nChanged 4
		SP:Iteration 19Q (10014.860000 sec): 3 clusters
  Score: Raw -95953.953581 + Penalty 3168.726457 = -92785.227123
  nChanged 3
		SP:Iteration 20F (10015.000000 sec): 3 clusters
  Score: Raw -95962.618930 + Penalty 3168.726457 = -92793.892473
  nChanged 3
		SP:Iteration 21Q (10015.170000 sec): 3 clusters
  Score: Raw -95967.977202 + Penalty 3168.726457 = -92799.250745
  nChanged 1
		SP:Iteration 22Q (10015.340000 sec): 3 clusters
  Score: Raw -95971.170101 + Penalty 3168.726457 = -92802.443644
  nChanged 3
		SP:Iteration 23Q (10015.520000 sec): 3 clusters
  Score: Raw -95977.496336 + Penalty 3168.726457 = -92808.769879
  nChanged 3
		SP:Iteration 24Q (10015.680000 sec): 3 clusters
  Score: Raw -95985.606359 + Penalty 3168.726457 = -92816.879902
  nChanged 3
		SP:Iteration 25Q (10015.800000 sec): 3 clusters
  Score: Raw -95991.175283 + Penalty 3168.726457 = -92822.448826
  nChanged 4
		SP:Iteration 26Q (10015.980000 sec): 3 clusters
  Score: Raw -96003.616968 + Penalty 3168.726457 = -92834.890511
  nChanged 5
		SP:Iteration 27Q (10016.130000 sec): 3 clusters
  Score: Raw -96017.041013 + Penalty 3168.726457 = -92848.314555
  nChanged 6
		SP:Iteration 28Q (10016.280000 sec): 3 clusters
  Score: Raw -96027.788359 + Penalty 3168.726457 = -92859.061902
  nChanged 0
		SP:Iteration 29F (10016.440000 sec): 3 clusters
  Score: Raw -96027.788359 + Penalty 3168.726457 = -92859.061902
  nChanged 0
Deleting Class 57 (143 points): Lose 2807.332040 but Gain 3262.464713
Iteration 203F (10097.900000 sec): 57 clusters
  Score: Raw -91387891.320555 + Penalty 182698.023945 = -91205193.296610
  nChanged 144
Iteration 204F (10175.850000 sec): 57 clusters
  Score: Raw -91388422.234656 + Penalty 182698.023945 = -91205724.210711
  nChanged 22
Iteration 205Q (10216.750000 sec): 57 clusters
  Score: Raw -91388480.520837 + Penalty 182698.023945 = -91205782.496892
  nChanged 14
Iteration 206Q (10262.540000 sec): 57 clusters
  Score: Raw -91388514.155167 + Penalty 182698.023945 = -91205816.131223
  nChanged 5
Iteration 207Q (10309.200000 sec): 57 clusters
  Score: Raw -91388519.807633 + Penalty 182698.023945 = -91205821.783689
  nChanged 1
Iteration 208Q (10355.200000 sec): 57 clusters
  Score: Raw -91388519.810722 + Penalty 182698.023945 = -91205821.786778
  nChanged 0
Iteration 209F (10427.710000 sec): 57 clusters
  Score: Raw -91388520.623799 + Penalty 182698.023945 = -91205822.599854
  nChanged 1
Iteration 210Q (10475.100000 sec): 57 clusters
  Score: Raw -91388522.446564 + Penalty 182698.023945 = -91205824.422619
  nChanged 0
Iteration 211F (10551.080000 sec): 57 clusters
  Score: Raw -91388522.446564 + Penalty 182698.023945 = -91205824.422619
  nChanged 0
Compute initial score before splitting:   Score: Raw -91388522.446564 + Penalty 182698.023945 = -91205824.422619
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10551.180000 sec): 2 clusters
  Score: Raw -47171.843807 + Penalty 1466.548745 = -45705.295061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10551.340000 sec): 3 clusters
  Score: Raw -47330.870943 + Penalty 2933.097491 = -44397.773452
  nChanged 65
		SP:Iteration 1F (10551.510000 sec): 3 clusters
  Score: Raw -47507.637093 + Penalty 2933.097491 = -44574.539602
  nChanged 12
		SP:Iteration 2Q (10551.650000 sec): 3 clusters
  Score: Raw -47545.074932 + Penalty 2933.097491 = -44611.977442
  nChanged 7
		SP:Iteration 3Q (10551.860000 sec): 3 clusters
  Score: Raw -47574.648283 + Penalty 2933.097491 = -44641.550792
  nChanged 6
		SP:Iteration 4Q (10552.040000 sec): 3 clusters
  Score: Raw -47585.970770 + Penalty 2933.097491 = -44652.873279
  nChanged 5
		SP:Iteration 5Q (10552.190000 sec): 3 clusters
  Score: Raw -47594.566734 + Penalty 2933.097491 = -44661.469243
  nChanged 0
		SP:Iteration 6F (10552.320000 sec): 3 clusters
  Score: Raw -47594.566734 + Penalty 2933.097491 = -44661.469243
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10552.410000 sec): 2 clusters
  Score: Raw -110072.656407 + Penalty 1625.021956 = -108447.634451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10552.600000 sec): 3 clusters
  Score: Raw -110069.228649 + Penalty 3250.043912 = -106819.184737
  nChanged 177
		SP:Iteration 1F (10552.760000 sec): 3 clusters
  Score: Raw -110460.422895 + Penalty 3250.043912 = -107210.378983
  nChanged 73
		SP:Iteration 2F (10552.910000 sec): 3 clusters
  Score: Raw -110727.406805 + Penalty 3250.043912 = -107477.362893
  nChanged 38
		SP:Iteration 3F (10553.050000 sec): 3 clusters
  Score: Raw -110850.882887 + Penalty 3250.043912 = -107600.838975
  nChanged 26
		SP:Iteration 4Q (10553.180000 sec): 3 clusters
  Score: Raw -110956.946250 + Penalty 3250.043912 = -107706.902338
  nChanged 18
		SP:Iteration 5Q (10553.320000 sec): 3 clusters
  Score: Raw -111006.733679 + Penalty 3250.043912 = -107756.689767
  nChanged 11
		SP:Iteration 6Q (10553.460000 sec): 3 clusters
  Score: Raw -111067.882289 + Penalty 3250.043912 = -107817.838377
  nChanged 16
		SP:Iteration 7Q (10553.670000 sec): 3 clusters
  Score: Raw -111166.147865 + Penalty 3250.043912 = -107916.103953
  nChanged 19
		SP:Iteration 8Q (10553.810000 sec): 3 clusters
  Score: Raw -111222.323164 + Penalty 3250.043912 = -107972.279252
  nChanged 19
		SP:Iteration 9Q (10553.970000 sec): 3 clusters
  Score: Raw -111301.587594 + Penalty 3250.043912 = -108051.543682
  nChanged 23
		SP:Iteration 10Q (10554.120000 sec): 3 clusters
  Score: Raw -111366.518820 + Penalty 3250.043912 = -108116.474908
  nChanged 19
		SP:Iteration 11Q (10554.310000 sec): 3 clusters
  Score: Raw -111420.852759 + Penalty 3250.043912 = -108170.808847
  nChanged 18
		SP:Iteration 12Q (10554.480000 sec): 3 clusters
  Score: Raw -111450.312925 + Penalty 3250.043912 = -108200.269014
  nChanged 22
		SP:Iteration 13Q (10554.630000 sec): 3 clusters
  Score: Raw -111518.735872 + Penalty 3250.043912 = -108268.691960
  nChanged 26
		SP:Iteration 14Q (10554.800000 sec): 3 clusters
  Score: Raw -111602.348609 + Penalty 3250.043912 = -108352.304697
  nChanged 16
		SP:Iteration 15Q (10554.920000 sec): 3 clusters
  Score: Raw -111657.887606 + Penalty 3250.043912 = -108407.843694
  nChanged 11
		SP:Iteration 16Q (10555.050000 sec): 3 clusters
  Score: Raw -111706.412314 + Penalty 3250.043912 = -108456.368402
  nChanged 4
		SP:Iteration 17Q (10555.210000 sec): 3 clusters
  Score: Raw -111735.372428 + Penalty 3250.043912 = -108485.328516
  nChanged 3
		SP:Iteration 18Q (10555.390000 sec): 3 clusters
  Score: Raw -111772.658734 + Penalty 3250.043912 = -108522.614822
  nChanged 3
		SP:Iteration 19Q (10555.510000 sec): 3 clusters
  Score: Raw -111798.073494 + Penalty 3250.043912 = -108548.029582
  nChanged 2
		SP:Iteration 20F (10555.640000 sec): 3 clusters
  Score: Raw -111816.605167 + Penalty 3250.043912 = -108566.561256
  nChanged 2
		SP:Iteration 21Q (10555.770000 sec): 3 clusters
  Score: Raw -111830.781774 + Penalty 3250.043912 = -108580.737862
  nChanged 0
		SP:Iteration 22F (10555.890000 sec): 3 clusters
  Score: Raw -111830.781774 + Penalty 3250.043912 = -108580.737862
  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 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10556.040000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10556.180000 sec): 3 clusters
  Score: Raw -221731.371059 + Penalty 3514.607126 = -218216.763933
  nChanged 316
		SP:Iteration 1F (10556.310000 sec): 3 clusters
  Score: Raw -222049.841107 + Penalty 3514.607126 = -218535.233980
  nChanged 93
		SP:Iteration 2F (10556.490000 sec): 3 clusters
  Score: Raw -222172.265272 + Penalty 3514.607126 = -218657.658146
  nChanged 35
		SP:Iteration 3Q (10556.670000 sec): 3 clusters
  Score: Raw -222218.122228 + Penalty 3514.607126 = -218703.515101
  nChanged 18
		SP:Iteration 4Q (10556.790000 sec): 3 clusters
  Score: Raw -222241.244276 + Penalty 3514.607126 = -218726.637149
  nChanged 13
		SP:Iteration 5Q (10556.970000 sec): 3 clusters
  Score: Raw -222251.411026 + Penalty 3514.607126 = -218736.803900
  nChanged 9
		SP:Iteration 6Q (10557.070000 sec): 3 clusters
  Score: Raw -222259.903365 + Penalty 3514.607126 = -218745.296239
  nChanged 8
		SP:Iteration 7Q (10557.210000 sec): 3 clusters
  Score: Raw -222269.642504 + Penalty 3514.607126 = -218755.035378
  nChanged 13
		SP:Iteration 8Q (10557.350000 sec): 3 clusters
  Score: Raw -222283.999572 + Penalty 3514.607126 = -218769.392445
  nChanged 6
		SP:Iteration 9Q (10557.530000 sec): 3 clusters
  Score: Raw -222292.231253 + Penalty 3514.607126 = -218777.624126
  nChanged 9
		SP:Iteration 10Q (10557.720000 sec): 3 clusters
  Score: Raw -222303.122574 + Penalty 3514.607126 = -218788.515448
  nChanged 10
		SP:Iteration 11Q (10557.860000 sec): 3 clusters
  Score: Raw -222316.441861 + Penalty 3514.607126 = -218801.834735
  nChanged 15
		SP:Iteration 12Q (10558.000000 sec): 3 clusters
  Score: Raw -222332.796813 + Penalty 3514.607126 = -218818.189686
  nChanged 7
		SP:Iteration 13Q (10558.090000 sec): 3 clusters
  Score: Raw -222340.256887 + Penalty 3514.607126 = -218825.649761
  nChanged 3
		SP:Iteration 14Q (10558.260000 sec): 3 clusters
  Score: Raw -222342.983919 + Penalty 3514.607126 = -218828.376792
  nChanged 3
		SP:Iteration 15Q (10558.470000 sec): 3 clusters
  Score: Raw -222345.790177 + Penalty 3514.607126 = -218831.183051
  nChanged 5
		SP:Iteration 16Q (10558.590000 sec): 3 clusters
  Score: Raw -222353.316850 + Penalty 3514.607126 = -218838.709724
  nChanged 10
		SP:Iteration 17Q (10558.770000 sec): 3 clusters
  Score: Raw -222366.509434 + Penalty 3514.607126 = -218851.902308
  nChanged 9
		SP:Iteration 18Q (10558.980000 sec): 3 clusters
  Score: Raw -222373.711155 + Penalty 3514.607126 = -218859.104029
  nChanged 4
		SP:Iteration 19Q (10559.150000 sec): 3 clusters
  Score: Raw -222376.877133 + Penalty 3514.607126 = -218862.270006
  nChanged 2
		SP:Iteration 20F (10559.280000 sec): 3 clusters
  Score: Raw -222379.982838 + Penalty 3514.607126 = -218865.375711
  nChanged 3
		SP:Iteration 21Q (10559.450000 sec): 3 clusters
  Score: Raw -222384.074623 + Penalty 3514.607126 = -218869.467497
  nChanged 6
		SP:Iteration 22Q (10559.620000 sec): 3 clusters
  Score: Raw -222392.503644 + Penalty 3514.607126 = -218877.896517
  nChanged 5
		SP:Iteration 23Q (10559.820000 sec): 3 clusters
  Score: Raw -222397.472523 + Penalty 3514.607126 = -218882.865397
  nChanged 8
		SP:Iteration 24Q (10559.950000 sec): 3 clusters
  Score: Raw -222405.453748 + Penalty 3514.607126 = -218890.846622
  nChanged 7
		SP:Iteration 25Q (10560.140000 sec): 3 clusters
  Score: Raw -222415.596122 + Penalty 3514.607126 = -218900.988996
  nChanged 9
		SP:Iteration 26Q (10560.340000 sec): 3 clusters
  Score: Raw -222435.017554 + Penalty 3514.607126 = -218920.410427
  nChanged 11
		SP:Iteration 27Q (10560.460000 sec): 3 clusters
  Score: Raw -222450.264532 + Penalty 3514.607126 = -218935.657405
  nChanged 14
		SP:Iteration 28Q (10560.640000 sec): 3 clusters
  Score: Raw -222466.087411 + Penalty 3514.607126 = -218951.480285
  nChanged 11
		SP:Iteration 29Q (10560.810000 sec): 3 clusters
  Score: Raw -222478.981244 + Penalty 3514.607126 = -218964.374117
  nChanged 9
		SP:Iteration 30Q (10560.990000 sec): 3 clusters
  Score: Raw -222488.289882 + Penalty 3514.607126 = -218973.682755
  nChanged 7
		SP:Iteration 31Q (10561.170000 sec): 3 clusters
  Score: Raw -222494.003157 + Penalty 3514.607126 = -218979.396030
  nChanged 4
		SP:Iteration 32Q (10561.350000 sec): 3 clusters
  Score: Raw -222498.280147 + Penalty 3514.607126 = -218983.673020
  nChanged 2
		SP:Iteration 33Q (10561.480000 sec): 3 clusters
  Score: Raw -222502.144281 + Penalty 3514.607126 = -218987.537154
  nChanged 1
		SP:Iteration 34Q (10561.700000 sec): 3 clusters
  Score: Raw -222502.924565 + Penalty 3514.607126 = -218988.317439
  nChanged 1
		SP:Iteration 35Q (10561.860000 sec): 3 clusters
  Score: Raw -222504.187183 + Penalty 3514.607126 = -218989.580057
  nChanged 2
		SP:Iteration 36Q (10562.090000 sec): 3 clusters
  Score: Raw -222506.021627 + Penalty 3514.607126 = -218991.414501
  nChanged 2
		SP:Iteration 37Q (10562.220000 sec): 3 clusters
  Score: Raw -222507.885748 + Penalty 3514.607126 = -218993.278622
  nChanged 2
		SP:Iteration 38Q (10562.440000 sec): 3 clusters
  Score: Raw -222510.097202 + Penalty 3514.607126 = -218995.490076
  nChanged 3
		SP:Iteration 39Q (10562.640000 sec): 3 clusters
  Score: Raw -222515.110876 + Penalty 3514.607126 = -219000.503749
  nChanged 7
		SP:Iteration 40F (10562.840000 sec): 3 clusters
  Score: Raw -222529.718890 + Penalty 3514.607126 = -219015.111764
  nChanged 11
		SP:Iteration 41Q (10562.990000 sec): 3 clusters
  Score: Raw -222543.533779 + Penalty 3514.607126 = -219028.926653
  nChanged 8
		SP:Iteration 42Q (10563.220000 sec): 3 clusters
  Score: Raw -222554.304434 + Penalty 3514.607126 = -219039.697308
  nChanged 7
		SP:Iteration 43Q (10563.400000 sec): 3 clusters
  Score: Raw -222560.800286 + Penalty 3514.607126 = -219046.193160
  nChanged 7
		SP:Iteration 44Q (10563.570000 sec): 3 clusters
  Score: Raw -222573.307926 + Penalty 3514.607126 = -219058.700800
  nChanged 10
		SP:Iteration 45Q (10563.700000 sec): 3 clusters
  Score: Raw -222585.072603 + Penalty 3514.607126 = -219070.465477
  nChanged 8
		SP:Iteration 46Q (10563.870000 sec): 3 clusters
  Score: Raw -222596.731263 + Penalty 3514.607126 = -219082.124137
  nChanged 7
		SP:Iteration 47Q (10564.090000 sec): 3 clusters
  Score: Raw -222606.990701 + Penalty 3514.607126 = -219092.383575
  nChanged 7
		SP:Iteration 48Q (10564.300000 sec): 3 clusters
  Score: Raw -222615.913890 + Penalty 3514.607126 = -219101.306764
  nChanged 8
		SP:Iteration 49Q (10564.470000 sec): 3 clusters
  Score: Raw -222631.400661 + Penalty 3514.607126 = -219116.793534
  nChanged 13
		SP:Iteration 50Q (10564.630000 sec): 3 clusters
  Score: Raw -222659.712749 + Penalty 3514.607126 = -219145.105623
  nChanged 19
		SP:Iteration 51Q (10564.810000 sec): 3 clusters
  Score: Raw -222703.463795 + Penalty 3514.607126 = -219188.856668
  nChanged 21
		SP:Iteration 52Q (10565.000000 sec): 3 clusters
  Score: Raw -222751.167070 + Penalty 3514.607126 = -219236.559944
  nChanged 27
		SP:Iteration 53Q (10565.180000 sec): 3 clusters
  Score: Raw -222806.745082 + Penalty 3514.607126 = -219292.137956
  nChanged 28
		SP:Iteration 54Q (10565.350000 sec): 3 clusters
  Score: Raw -222864.782641 + Penalty 3514.607126 = -219350.175515
  nChanged 34
		SP:Iteration 55Q (10565.500000 sec): 3 clusters
  Score: Raw -222951.360781 + Penalty 3514.607126 = -219436.753655
  nChanged 37
		SP:Iteration 56Q (10565.680000 sec): 3 clusters
  Score: Raw -223045.836619 + Penalty 3514.607126 = -219531.229492
  nChanged 36
		SP:Iteration 57Q (10565.820000 sec): 3 clusters
  Score: Raw -223145.935225 + Penalty 3514.607126 = -219631.328098
  nChanged 31
		SP:Iteration 58Q (10565.950000 sec): 3 clusters
  Score: Raw -223241.702212 + Penalty 3514.607126 = -219727.095086
  nChanged 23
		SP:Iteration 59Q (10566.060000 sec): 3 clusters
  Score: Raw -223310.147487 + Penalty 3514.607126 = -219795.540361
  nChanged 20
		SP:Iteration 60F (10566.220000 sec): 3 clusters
  Score: Raw -223365.981141 + Penalty 3514.607126 = -219851.374014
  nChanged 9
		SP:Iteration 61Q (10566.380000 sec): 3 clusters
  Score: Raw -223382.340272 + Penalty 3514.607126 = -219867.733145
  nChanged 2
		SP:Iteration 62Q (10566.590000 sec): 3 clusters
  Score: Raw -223386.739754 + Penalty 3514.607126 = -219872.132628
  nChanged 2
		SP:Iteration 63Q (10566.720000 sec): 3 clusters
  Score: Raw -223390.953898 + Penalty 3514.607126 = -219876.346772
  nChanged 1
		SP:Iteration 64Q (10566.880000 sec): 3 clusters
  Score: Raw -223392.036604 + Penalty 3514.607126 = -219877.429478
  nChanged 0
		SP:Iteration 65F (10567.040000 sec): 3 clusters
  Score: Raw -223392.036604 + Penalty 3514.607126 = -219877.429478
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10567.120000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10567.280000 sec): 3 clusters
  Score: Raw -27149.149074 + Penalty 2547.356025 = -24601.793049
  nChanged 6
		SP:Iteration 1Q (10567.440000 sec): 3 clusters
  Score: Raw -27182.210565 + Penalty 2547.356025 = -24634.854540
  nChanged 1
		SP:Iteration 2Q (10567.600000 sec): 3 clusters
  Score: Raw -27187.833976 + Penalty 2547.356025 = -24640.477951
  nChanged 0
		SP:Iteration 3F (10567.760000 sec): 3 clusters
  Score: Raw -27187.833976 + Penalty 2547.356025 = -24640.477951
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10567.850000 sec): 2 clusters
  Score: Raw -907272.438159 + Penalty 2118.871110 = -905153.567048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10568.090000 sec): 3 clusters
  Score: Raw -904832.761291 + Penalty 4237.742221 = -900595.019071
  nChanged 1929
		SP:Iteration 1F (10568.240000 sec): 3 clusters
  Score: Raw -905877.316822 + Penalty 4237.742221 = -901639.574601
  nChanged 352
		SP:Iteration 2F (10568.470000 sec): 3 clusters
  Score: Raw -906079.640225 + Penalty 4237.742221 = -901841.898004
  nChanged 280
		SP:Iteration 3F (10568.660000 sec): 3 clusters
  Score: Raw -906249.042880 + Penalty 4237.742221 = -902011.300659
  nChanged 239
		SP:Iteration 4Q (10568.840000 sec): 3 clusters
  Score: Raw -906404.013236 + Penalty 4237.742221 = -902166.271015
  nChanged 201
		SP:Iteration 5Q (10569.030000 sec): 3 clusters
  Score: Raw -906528.509417 + Penalty 4237.742221 = -902290.767196
  nChanged 184
		SP:Iteration 6Q (10569.210000 sec): 3 clusters
  Score: Raw -906633.702913 + Penalty 4237.742221 = -902395.960692
  nChanged 140
		SP:Iteration 7Q (10569.390000 sec): 3 clusters
  Score: Raw -906719.377282 + Penalty 4237.742221 = -902481.635061
  nChanged 132
		SP:Iteration 8Q (10569.580000 sec): 3 clusters
  Score: Raw -906809.516091 + Penalty 4237.742221 = -902571.773870
  nChanged 118
		SP:Iteration 9Q (10569.770000 sec): 3 clusters
  Score: Raw -906900.474591 + Penalty 4237.742221 = -902662.732371
  nChanged 88
		SP:Iteration 10Q (10569.950000 sec): 3 clusters
  Score: Raw -906977.088537 + Penalty 4237.742221 = -902739.346316
  nChanged 86
		SP:Iteration 11Q (10570.140000 sec): 3 clusters
  Score: Raw -907052.851439 + Penalty 4237.742221 = -902815.109218
  nChanged 96
		SP:Iteration 12Q (10570.330000 sec): 3 clusters
  Score: Raw -907127.945983 + Penalty 4237.742221 = -902890.203762
  nChanged 96
		SP:Iteration 13Q (10570.510000 sec): 3 clusters
  Score: Raw -907195.777200 + Penalty 4237.742221 = -902958.034979
  nChanged 85
		SP:Iteration 14Q (10570.700000 sec): 3 clusters
  Score: Raw -907257.960264 + Penalty 4237.742221 = -903020.218044
  nChanged 73
		SP:Iteration 15Q (10570.850000 sec): 3 clusters
  Score: Raw -907302.964446 + Penalty 4237.742221 = -903065.222225
  nChanged 64
		SP:Iteration 16Q (10570.990000 sec): 3 clusters
  Score: Raw -907337.525311 + Penalty 4237.742221 = -903099.783090
  nChanged 46
		SP:Iteration 17Q (10571.140000 sec): 3 clusters
  Score: Raw -907368.149676 + Penalty 4237.742221 = -903130.407455
  nChanged 50
		SP:Iteration 18Q (10571.290000 sec): 3 clusters
  Score: Raw -907398.613288 + Penalty 4237.742221 = -903160.871068
  nChanged 41
		SP:Iteration 19Q (10571.430000 sec): 3 clusters
  Score: Raw -907422.222587 + Penalty 4237.742221 = -903184.480366
  nChanged 34
		SP:Iteration 20F (10571.620000 sec): 3 clusters
  Score: Raw -907441.636822 + Penalty 4237.742221 = -903203.894601
  nChanged 27
		SP:Iteration 21Q (10571.810000 sec): 3 clusters
  Score: Raw -907459.336169 + Penalty 4237.742221 = -903221.593948
  nChanged 25
		SP:Iteration 22Q (10571.950000 sec): 3 clusters
  Score: Raw -907473.359922 + Penalty 4237.742221 = -903235.617702
  nChanged 25
		SP:Iteration 23Q (10572.100000 sec): 3 clusters
  Score: Raw -907489.499377 + Penalty 4237.742221 = -903251.757156
  nChanged 28
		SP:Iteration 24Q (10572.270000 sec): 3 clusters
  Score: Raw -907510.113734 + Penalty 4237.742221 = -903272.371513
  nChanged 31
		SP:Iteration 25Q (10572.450000 sec): 3 clusters
  Score: Raw -907528.469445 + Penalty 4237.742221 = -903290.727224
  nChanged 19
		SP:Iteration 26Q (10572.620000 sec): 3 clusters
  Score: Raw -907538.218024 + Penalty 4237.742221 = -903300.475804
  nChanged 16
		SP:Iteration 27Q (10572.830000 sec): 3 clusters
  Score: Raw -907545.931897 + Penalty 4237.742221 = -903308.189676
  nChanged 9
		SP:Iteration 28Q (10572.950000 sec): 3 clusters
  Score: Raw -907551.296556 + Penalty 4237.742221 = -903313.554335
  nChanged 6
		SP:Iteration 29Q (10573.120000 sec): 3 clusters
  Score: Raw -907554.398644 + Penalty 4237.742221 = -903316.656423
  nChanged 8
		SP:Iteration 30Q (10573.260000 sec): 3 clusters
  Score: Raw -907558.602985 + Penalty 4237.742221 = -903320.860764
  nChanged 9
		SP:Iteration 31Q (10573.430000 sec): 3 clusters
  Score: Raw -907564.381849 + Penalty 4237.742221 = -903326.639628
  nChanged 8
		SP:Iteration 32Q (10573.560000 sec): 3 clusters
  Score: Raw -907567.972383 + Penalty 4237.742221 = -903330.230162
  nChanged 10
		SP:Iteration 33Q (10573.730000 sec): 3 clusters
  Score: Raw -907574.094787 + Penalty 4237.742221 = -903336.352567
  nChanged 8
		SP:Iteration 34Q (10573.900000 sec): 3 clusters
  Score: Raw -907578.953934 + Penalty 4237.742221 = -903341.211714
  nChanged 5
		SP:Iteration 35Q (10574.140000 sec): 3 clusters
  Score: Raw -907580.232383 + Penalty 4237.742221 = -903342.490163
  nChanged 0
		SP:Iteration 36F (10574.350000 sec): 3 clusters
  Score: Raw -907580.232383 + Penalty 4237.742221 = -903342.490163
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10574.460000 sec): 2 clusters
  Score: Raw -59861.251020 + Penalty 1497.983168 = -58363.267851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10574.650000 sec): 3 clusters
  Score: Raw -60015.659537 + Penalty 2995.966337 = -57019.693201
  nChanged 82
		SP:Iteration 1F (10574.750000 sec): 3 clusters
  Score: Raw -60151.533042 + Penalty 2995.966337 = -57155.566705
  nChanged 21
		SP:Iteration 2Q (10574.890000 sec): 3 clusters
  Score: Raw -60206.600805 + Penalty 2995.966337 = -57210.634468
  nChanged 18
		SP:Iteration 3Q (10575.050000 sec): 3 clusters
  Score: Raw -60263.747639 + Penalty 2995.966337 = -57267.781302
  nChanged 11
		SP:Iteration 4Q (10575.170000 sec): 3 clusters
  Score: Raw -60294.138254 + Penalty 2995.966337 = -57298.171917
  nChanged 4
		SP:Iteration 5Q (10575.310000 sec): 3 clusters
  Score: Raw -60310.492592 + Penalty 2995.966337 = -57314.526256
  nChanged 2
		SP:Iteration 6Q (10575.430000 sec): 3 clusters
  Score: Raw -60323.742330 + Penalty 2995.966337 = -57327.775994
  nChanged 5
		SP:Iteration 7Q (10575.640000 sec): 3 clusters
  Score: Raw -60381.587184 + Penalty 2995.966337 = -57385.620847
  nChanged 8
		SP:Iteration 8Q (10575.780000 sec): 3 clusters
  Score: Raw -60415.035344 + Penalty 2995.966337 = -57419.069007
  nChanged 5
		SP:Iteration 9Q (10575.910000 sec): 3 clusters
  Score: Raw -60422.293476 + Penalty 2995.966337 = -57426.327139
  nChanged 2
		SP:Iteration 10Q (10576.030000 sec): 3 clusters
  Score: Raw -60424.803446 + Penalty 2995.966337 = -57428.837109
  nChanged 2
		SP:Iteration 11Q (10576.170000 sec): 3 clusters
  Score: Raw -60427.856473 + Penalty 2995.966337 = -57431.890136
  nChanged 6
		SP:Iteration 12Q (10576.330000 sec): 3 clusters
  Score: Raw -60444.858208 + Penalty 2995.966337 = -57448.891871
  nChanged 6
		SP:Iteration 13Q (10576.490000 sec): 3 clusters
  Score: Raw -60482.139846 + Penalty 2995.966337 = -57486.173509
  nChanged 12
		SP:Iteration 14Q (10576.660000 sec): 3 clusters
  Score: Raw -60512.150813 + Penalty 2995.966337 = -57516.184477
  nChanged 8
		SP:Iteration 15Q (10576.830000 sec): 3 clusters
  Score: Raw -60536.379739 + Penalty 2995.966337 = -57540.413402
  nChanged 9
		SP:Iteration 16Q (10576.960000 sec): 3 clusters
  Score: Raw -60631.210292 + Penalty 2995.966337 = -57635.243955
  nChanged 8
		SP:Iteration 17Q (10577.170000 sec): 3 clusters
  Score: Raw -60663.817004 + Penalty 2995.966337 = -57667.850667
  nChanged 3
		SP:Iteration 18Q (10577.350000 sec): 3 clusters
  Score: Raw -60719.171095 + Penalty 2995.966337 = -57723.204758
  nChanged 5
		SP:Iteration 19Q (10577.490000 sec): 3 clusters
  Score: Raw -60748.825359 + Penalty 2995.966337 = -57752.859023
  nChanged 10
		SP:Iteration 20F (10577.700000 sec): 3 clusters
  Score: Raw -60811.748055 + Penalty 2995.966337 = -57815.781718
  nChanged 12
		SP:Iteration 21Q (10577.900000 sec): 3 clusters
  Score: Raw -60968.933580 + Penalty 2995.966337 = -57972.967243
  nChanged 11
		SP:Iteration 22Q (10578.030000 sec): 3 clusters
  Score: Raw -61062.803232 + Penalty 2995.966337 = -58066.836895
  nChanged 3
		SP:Iteration 23Q (10578.170000 sec): 3 clusters
  Score: Raw -61085.624256 + Penalty 2995.966337 = -58089.657919
  nChanged 2
		SP:Iteration 24Q (10578.350000 sec): 3 clusters
  Score: Raw -61093.792308 + Penalty 2995.966337 = -58097.825972
  nChanged 1
		SP:Iteration 25Q (10578.490000 sec): 3 clusters
  Score: Raw -61098.772836 + Penalty 2995.966337 = -58102.806499
  nChanged 0
		SP:Iteration 26F (10578.610000 sec): 3 clusters
  Score: Raw -61098.772836 + Penalty 2995.966337 = -58102.806499
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10578.710000 sec): 2 clusters
  Score: Raw -280577.789355 + Penalty 1817.289574 = -278760.499781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10578.840000 sec): 3 clusters
  Score: Raw -280081.440558 + Penalty 3634.579147 = -276446.861411
  nChanged 452
		SP:Iteration 1F (10578.980000 sec): 3 clusters
  Score: Raw -280484.595740 + Penalty 3634.579147 = -276850.016593
  nChanged 118
		SP:Iteration 2F (10579.160000 sec): 3 clusters
  Score: Raw -280602.381192 + Penalty 3634.579147 = -276967.802045
  nChanged 77
		SP:Iteration 3F (10579.300000 sec): 3 clusters
  Score: Raw -280682.514355 + Penalty 3634.579147 = -277047.935208
  nChanged 48
		SP:Iteration 4Q (10579.440000 sec): 3 clusters
  Score: Raw -280733.119024 + Penalty 3634.579147 = -277098.539877
  nChanged 37
		SP:Iteration 5Q (10579.570000 sec): 3 clusters
  Score: Raw -280757.555635 + Penalty 3634.579147 = -277122.976487
  nChanged 14
		SP:Iteration 6Q (10579.700000 sec): 3 clusters
  Score: Raw -280772.218806 + Penalty 3634.579147 = -277137.639659
  nChanged 11
		SP:Iteration 7Q (10579.830000 sec): 3 clusters
  Score: Raw -280787.133625 + Penalty 3634.579147 = -277152.554478
  nChanged 10
		SP:Iteration 8Q (10580.020000 sec): 3 clusters
  Score: Raw -280793.631425 + Penalty 3634.579147 = -277159.052278
  nChanged 9
		SP:Iteration 9Q (10580.210000 sec): 3 clusters
  Score: Raw -280797.431899 + Penalty 3634.579147 = -277162.852752
  nChanged 5
		SP:Iteration 10Q (10580.370000 sec): 3 clusters
  Score: Raw -280800.211027 + Penalty 3634.579147 = -277165.631880
  nChanged 6
		SP:Iteration 11Q (10580.540000 sec): 3 clusters
  Score: Raw -280803.405308 + Penalty 3634.579147 = -277168.826161
  nChanged 7
		SP:Iteration 12Q (10580.670000 sec): 3 clusters
  Score: Raw -280806.923616 + Penalty 3634.579147 = -277172.344469
  nChanged 1
		SP:Iteration 13Q (10580.810000 sec): 3 clusters
  Score: Raw -280807.147834 + Penalty 3634.579147 = -277172.568687
  nChanged 1
		SP:Iteration 14Q (10580.940000 sec): 3 clusters
  Score: Raw -280807.565263 + Penalty 3634.579147 = -277172.986116
  nChanged 0
		SP:Iteration 15F (10581.070000 sec): 3 clusters
  Score: Raw -280807.565263 + Penalty 3634.579147 = -277172.986116
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10581.160000 sec): 2 clusters
  Score: Raw -28023.877174 + Penalty 1375.204006 = -26648.673167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10581.290000 sec): 3 clusters
  Score: Raw -28245.899063 + Penalty 2750.408012 = -25495.491050
  nChanged 32
		SP:Iteration 1F (10581.450000 sec): 3 clusters
  Score: Raw -28355.880326 + Penalty 2750.408012 = -25605.472314
  nChanged 4
		SP:Iteration 2Q (10581.640000 sec): 3 clusters
  Score: Raw -28370.789975 + Penalty 2750.408012 = -25620.381963
  nChanged 3
		SP:Iteration 3Q (10581.800000 sec): 3 clusters
  Score: Raw -28378.670062 + Penalty 2750.408012 = -25628.262050
  nChanged 0
		SP:Iteration 4F (10581.920000 sec): 3 clusters
  Score: Raw -28378.670062 + Penalty 2750.408012 = -25628.262050
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10581.990000 sec): 2 clusters
  Score: Raw -219060.001591 + Penalty 1751.635945 = -217308.365646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10582.170000 sec): 3 clusters
  Score: Raw -218831.099520 + Penalty 3503.271889 = -215327.827631
  nChanged 314
		SP:Iteration 1F (10582.310000 sec): 3 clusters
  Score: Raw -219271.232117 + Penalty 3503.271889 = -215767.960228
  nChanged 106
		SP:Iteration 2F (10582.450000 sec): 3 clusters
  Score: Raw -219492.688747 + Penalty 3503.271889 = -215989.416858
  nChanged 70
		SP:Iteration 3F (10582.650000 sec): 3 clusters
  Score: Raw -219617.150642 + Penalty 3503.271889 = -216113.878753
  nChanged 54
		SP:Iteration 4Q (10582.840000 sec): 3 clusters
  Score: Raw -219707.830676 + Penalty 3503.271889 = -216204.558787
  nChanged 43
		SP:Iteration 5Q (10583.000000 sec): 3 clusters
  Score: Raw -219769.784511 + Penalty 3503.271889 = -216266.512622
  nChanged 30
		SP:Iteration 6Q (10583.150000 sec): 3 clusters
  Score: Raw -219813.854722 + Penalty 3503.271889 = -216310.582833
  nChanged 30
		SP:Iteration 7Q (10583.310000 sec): 3 clusters
  Score: Raw -219850.180896 + Penalty 3503.271889 = -216346.909007
  nChanged 21
		SP:Iteration 8Q (10583.530000 sec): 3 clusters
  Score: Raw -219874.928882 + Penalty 3503.271889 = -216371.656993
  nChanged 12
		SP:Iteration 9Q (10583.650000 sec): 3 clusters
  Score: Raw -219894.591972 + Penalty 3503.271889 = -216391.320083
  nChanged 10
		SP:Iteration 10Q (10583.870000 sec): 3 clusters
  Score: Raw -219907.131293 + Penalty 3503.271889 = -216403.859404
  nChanged 9
		SP:Iteration 11Q (10584.050000 sec): 3 clusters
  Score: Raw -219920.442384 + Penalty 3503.271889 = -216417.170495
  nChanged 14
		SP:Iteration 12Q (10584.200000 sec): 3 clusters
  Score: Raw -219940.542780 + Penalty 3503.271889 = -216437.270891
  nChanged 12
		SP:Iteration 13Q (10584.380000 sec): 3 clusters
  Score: Raw -219956.679160 + Penalty 3503.271889 = -216453.407271
  nChanged 9
		SP:Iteration 14Q (10584.560000 sec): 3 clusters
  Score: Raw -219970.135095 + Penalty 3503.271889 = -216466.863206
  nChanged 3
		SP:Iteration 15Q (10584.680000 sec): 3 clusters
  Score: Raw -219978.975373 + Penalty 3503.271889 = -216475.703484
  nChanged 5
		SP:Iteration 16Q (10584.820000 sec): 3 clusters
  Score: Raw -219988.482297 + Penalty 3503.271889 = -216485.210408
  nChanged 4
		SP:Iteration 17Q (10584.990000 sec): 3 clusters
  Score: Raw -219994.873699 + Penalty 3503.271889 = -216491.601810
  nChanged 2
		SP:Iteration 18Q (10585.130000 sec): 3 clusters
  Score: Raw -219996.712068 + Penalty 3503.271889 = -216493.440179
  nChanged 3
		SP:Iteration 19Q (10585.290000 sec): 3 clusters
  Score: Raw -220000.849656 + Penalty 3503.271889 = -216497.577767
  nChanged 1
		SP:Iteration 20F (10585.400000 sec): 3 clusters
  Score: Raw -220001.585448 + Penalty 3503.271889 = -216498.313559
  nChanged 2
		SP:Iteration 21Q (10585.580000 sec): 3 clusters
  Score: Raw -220004.341885 + Penalty 3503.271889 = -216501.069996
  nChanged 2
		SP:Iteration 22Q (10585.720000 sec): 3 clusters
  Score: Raw -220008.058098 + Penalty 3503.271889 = -216504.786209
  nChanged 1
		SP:Iteration 23Q (10585.890000 sec): 3 clusters
  Score: Raw -220009.018854 + Penalty 3503.271889 = -216505.746965
  nChanged 1
		SP:Iteration 24Q (10586.020000 sec): 3 clusters
  Score: Raw -220010.037727 + Penalty 3503.271889 = -216506.765838
  nChanged 1
		SP:Iteration 25Q (10586.160000 sec): 3 clusters
  Score: Raw -220010.967479 + Penalty 3503.271889 = -216507.695590
  nChanged 0
		SP:Iteration 26F (10586.240000 sec): 3 clusters
  Score: Raw -220010.967479 + Penalty 3503.271889 = -216507.695590
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10586.270000 sec): 2 clusters
  Score: Raw -15707.862044 + Penalty 1165.719131 = -14542.142913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10586.430000 sec): 3 clusters
  Score: Raw -16067.778103 + Penalty 2331.438261 = -13736.339841
  nChanged 4
		SP:Iteration 1Q (10586.570000 sec): 3 clusters
  Score: Raw -16098.954731 + Penalty 2331.438261 = -13767.516470
  nChanged 1
		SP:Iteration 2Q (10586.750000 sec): 3 clusters
  Score: Raw -16102.576312 + Penalty 2331.438261 = -13771.138051
  nChanged 1
		SP:Iteration 3Q (10586.890000 sec): 3 clusters
  Score: Raw -16111.058364 + Penalty 2331.438261 = -13779.620102
  nChanged 0
		SP:Iteration 4F (10587.000000 sec): 3 clusters
  Score: Raw -16111.058364 + Penalty 2331.438261 = -13779.620102
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10587.090000 sec): 2 clusters
  Score: Raw -35388.868234 + Penalty 1343.192900 = -34045.675334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10587.230000 sec): 3 clusters
  Score: Raw -35608.958606 + Penalty 2686.385799 = -32922.572807
  nChanged 22
		SP:Iteration 1F (10587.400000 sec): 3 clusters
  Score: Raw -35801.557639 + Penalty 2686.385799 = -33115.171840
  nChanged 8
		SP:Iteration 2Q (10587.570000 sec): 3 clusters
  Score: Raw -35924.230778 + Penalty 2686.385799 = -33237.844979
  nChanged 4
		SP:Iteration 3Q (10587.700000 sec): 3 clusters
  Score: Raw -35940.544031 + Penalty 2686.385799 = -33254.158232
  nChanged 1
		SP:Iteration 4Q (10587.840000 sec): 3 clusters
  Score: Raw -36002.602737 + Penalty 2686.385799 = -33316.216938
  nChanged 6
		SP:Iteration 5Q (10587.950000 sec): 3 clusters
  Score: Raw -36083.341062 + Penalty 2686.385799 = -33396.955263
  nChanged 8
		SP:Iteration 6Q (10588.090000 sec): 3 clusters
  Score: Raw -36125.907649 + Penalty 2686.385799 = -33439.521850
  nChanged 6
		SP:Iteration 7Q (10588.300000 sec): 3 clusters
  Score: Raw -36162.396622 + Penalty 2686.385799 = -33476.010823
  nChanged 8
		SP:Iteration 8Q (10588.390000 sec): 3 clusters
  Score: Raw -36215.366324 + Penalty 2686.385799 = -33528.980524
  nChanged 4
		SP:Iteration 9Q (10588.560000 sec): 3 clusters
  Score: Raw -36235.655578 + Penalty 2686.385799 = -33549.269779
  nChanged 1
		SP:Iteration 10Q (10588.690000 sec): 3 clusters
  Score: Raw -36247.991291 + Penalty 2686.385799 = -33561.605491
  nChanged 0
		SP:Iteration 11F (10588.830000 sec): 3 clusters
  Score: Raw -36247.991291 + Penalty 2686.385799 = -33561.605491
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10588.920000 sec): 2 clusters
  Score: Raw -50169.076272 + Penalty 1448.479131 = -48720.597141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10589.070000 sec): 3 clusters
  Score: Raw -50478.140504 + Penalty 2896.958262 = -47581.182242
  nChanged 79
		SP:Iteration 1F (10589.170000 sec): 3 clusters
  Score: Raw -50860.250627 + Penalty 2896.958262 = -47963.292365
  nChanged 36
		SP:Iteration 2F (10589.300000 sec): 3 clusters
  Score: Raw -51117.013726 + Penalty 2896.958262 = -48220.055464
  nChanged 8
		SP:Iteration 3Q (10589.500000 sec): 3 clusters
  Score: Raw -51205.184495 + Penalty 2896.958262 = -48308.226233
  nChanged 8
		SP:Iteration 4Q (10589.640000 sec): 3 clusters
  Score: Raw -51320.795182 + Penalty 2896.958262 = -48423.836920
  nChanged 6
		SP:Iteration 5Q (10589.840000 sec): 3 clusters
  Score: Raw -51363.750622 + Penalty 2896.958262 = -48466.792360
  nChanged 5
		SP:Iteration 6Q (10589.960000 sec): 3 clusters
  Score: Raw -51418.675258 + Penalty 2896.958262 = -48521.716996
  nChanged 1
		SP:Iteration 7Q (10590.130000 sec): 3 clusters
  Score: Raw -51437.853320 + Penalty 2896.958262 = -48540.895058
  nChanged 3
		SP:Iteration 8Q (10590.290000 sec): 3 clusters
  Score: Raw -51458.744979 + Penalty 2896.958262 = -48561.786717
  nChanged 0
		SP:Iteration 9F (10590.370000 sec): 3 clusters
  Score: Raw -51458.744979 + Penalty 2896.958262 = -48561.786717
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10590.570000 sec): 2 clusters
  Score: Raw -2510704.579690 + Penalty 2359.379022 = -2508345.200668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10590.860000 sec): 3 clusters
  Score: Raw -2503199.625380 + Penalty 4718.758043 = -2498480.867337
  nChanged 5705
		SP:Iteration 1F (10591.080000 sec): 3 clusters
  Score: Raw -2506255.033745 + Penalty 4718.758043 = -2501536.275702
  nChanged 804
		SP:Iteration 2F (10591.300000 sec): 3 clusters
  Score: Raw -2506580.145236 + Penalty 4718.758043 = -2501861.387192
  nChanged 613
		SP:Iteration 3Q (10591.580000 sec): 3 clusters
  Score: Raw -2506803.147530 + Penalty 4718.758043 = -2502084.389487
  nChanged 514
		SP:Iteration 4Q (10591.880000 sec): 3 clusters
  Score: Raw -2506984.422269 + Penalty 4718.758043 = -2502265.664226
  nChanged 440
		SP:Iteration 5Q (10592.150000 sec): 3 clusters
  Score: Raw -2507151.362095 + Penalty 4718.758043 = -2502432.604051
  nChanged 450
		SP:Iteration 6Q (10592.450000 sec): 3 clusters
  Score: Raw -2507351.759743 + Penalty 4718.758043 = -2502633.001699
  nChanged 486
		SP:Iteration 7Q (10592.740000 sec): 3 clusters
  Score: Raw -2507587.391109 + Penalty 4718.758043 = -2502868.633066
  nChanged 548
		SP:Iteration 8Q (10592.980000 sec): 3 clusters
  Score: Raw -2507896.733276 + Penalty 4718.758043 = -2503177.975233
  nChanged 592
		SP:Iteration 9Q (10593.290000 sec): 3 clusters
  Score: Raw -2508262.424911 + Penalty 4718.758043 = -2503543.666867
  nChanged 650
		SP:Iteration 10Q (10593.590000 sec): 3 clusters
  Score: Raw -2508716.543032 + Penalty 4718.758043 = -2503997.784988
  nChanged 668
		SP:Iteration 11Q (10593.910000 sec): 3 clusters
  Score: Raw -2509208.226906 + Penalty 4718.758043 = -2504489.468862
  nChanged 603
		SP:Iteration 12Q (10594.170000 sec): 3 clusters
  Score: Raw -2509703.581341 + Penalty 4718.758043 = -2504984.823298
  nChanged 487
		SP:Iteration 13Q (10594.470000 sec): 3 clusters
  Score: Raw -2510111.251789 + Penalty 4718.758043 = -2505392.493746
  nChanged 319
		SP:Iteration 14Q (10594.670000 sec): 3 clusters
  Score: Raw -2510375.144547 + Penalty 4718.758043 = -2505656.386503
  nChanged 221
		SP:Iteration 15Q (10594.950000 sec): 3 clusters
  Score: Raw -2510568.566699 + Penalty 4718.758043 = -2505849.808656
  nChanged 146
		SP:Iteration 16Q (10595.210000 sec): 3 clusters
  Score: Raw -2510703.006119 + Penalty 4718.758043 = -2505984.248076
  nChanged 83
		SP:Iteration 17Q (10595.410000 sec): 3 clusters
  Score: Raw -2510792.048425 + Penalty 4718.758043 = -2506073.290381
  nChanged 58
		SP:Iteration 18Q (10595.650000 sec): 3 clusters
  Score: Raw -2510847.842045 + Penalty 4718.758043 = -2506129.084001
  nChanged 39
		SP:Iteration 19Q (10595.880000 sec): 3 clusters
  Score: Raw -2510884.262990 + Penalty 4718.758043 = -2506165.504946
  nChanged 23
		SP:Iteration 20F (10596.190000 sec): 3 clusters
  Score: Raw -2510911.199719 + Penalty 4718.758043 = -2506192.441675
  nChanged 21
		SP:Iteration 21Q (10596.420000 sec): 3 clusters
  Score: Raw -2510929.752494 + Penalty 4718.758043 = -2506210.994450
  nChanged 12
		SP:Iteration 22Q (10596.680000 sec): 3 clusters
  Score: Raw -2510940.322052 + Penalty 4718.758043 = -2506221.564009
  nChanged 8
		SP:Iteration 23Q (10596.940000 sec): 3 clusters
  Score: Raw -2510946.310671 + Penalty 4718.758043 = -2506227.552628
  nChanged 4
		SP:Iteration 24Q (10597.210000 sec): 3 clusters
  Score: Raw -2510950.420930 + Penalty 4718.758043 = -2506231.662887
  nChanged 5
		SP:Iteration 25Q (10597.440000 sec): 3 clusters
  Score: Raw -2510956.986711 + Penalty 4718.758043 = -2506238.228667
  nChanged 7
		SP:Iteration 26Q (10597.770000 sec): 3 clusters
  Score: Raw -2510963.679819 + Penalty 4718.758043 = -2506244.921775
  nChanged 5
		SP:Iteration 27Q (10597.980000 sec): 3 clusters
  Score: Raw -2510969.604157 + Penalty 4718.758043 = -2506250.846114
  nChanged 4
		SP:Iteration 28Q (10598.250000 sec): 3 clusters
  Score: Raw -2510973.917382 + Penalty 4718.758043 = -2506255.159338
  nChanged 2
		SP:Iteration 29Q (10598.450000 sec): 3 clusters
  Score: Raw -2510975.388287 + Penalty 4718.758043 = -2506256.630244
  nChanged 0
		SP:Iteration 30F (10598.690000 sec): 3 clusters
  Score: Raw -2510975.388287 + Penalty 4718.758043 = -2506256.630244
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10599.920000 sec): 2 clusters
  Score: Raw -37630079.928499 + Penalty 3039.543499 = -37627040.385000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10601.330000 sec): 3 clusters
  Score: Raw -37492055.714644 + Penalty 6079.086999 = -37485976.627645
  nChanged 101026
		SP:Iteration 1F (10602.950000 sec): 3 clusters
  Score: Raw -37551330.866448 + Penalty 6079.086999 = -37545251.779449
  nChanged 5865
		SP:Iteration 2Q (10604.620000 sec): 3 clusters
  Score: Raw -37552575.263482 + Penalty 6079.086999 = -37546496.176483
  nChanged 6457
		SP:Iteration 3Q (10606.240000 sec): 3 clusters
  Score: Raw -37554189.402517 + Penalty 6079.086999 = -37548110.315518
  nChanged 7479
		SP:Iteration 4Q (10608.010000 sec): 3 clusters
  Score: Raw -37556323.423172 + Penalty 6079.086999 = -37550244.336173
  nChanged 8536
		SP:Iteration 5Q (10609.640000 sec): 3 clusters
  Score: Raw -37559193.081810 + Penalty 6079.086999 = -37553113.994811
  nChanged 9671
		SP:Iteration 6Q (10611.360000 sec): 3 clusters
  Score: Raw -37562924.226207 + Penalty 6079.086999 = -37556845.139209
  nChanged 10880
		SP:Iteration 7F (10612.890000 sec): 3 clusters
  Score: Raw -37567690.963969 + Penalty 6079.086999 = -37561611.876971
  nChanged 11848
		SP:Iteration 8F (10614.460000 sec): 3 clusters
  Score: Raw -37573744.441116 + Penalty 6079.086999 = -37567665.354118
  nChanged 12931
		SP:Iteration 9F (10616.320000 sec): 3 clusters
  Score: Raw -37581620.822794 + Penalty 6079.086999 = -37575541.735795
  nChanged 13711
		SP:Iteration 10F (10618.190000 sec): 3 clusters
  Score: Raw -37591340.352426 + Penalty 6079.086999 = -37585261.265427
  nChanged 13704
		SP:Iteration 11F (10619.910000 sec): 3 clusters
  Score: Raw -37602294.684490 + Penalty 6079.086999 = -37596215.597491
  nChanged 12386
		SP:Iteration 12F (10621.380000 sec): 3 clusters
  Score: Raw -37613003.497077 + Penalty 6079.086999 = -37606924.410079
  nChanged 9384
		SP:Iteration 13Q (10623.070000 sec): 3 clusters
  Score: Raw -37621297.664411 + Penalty 6079.086999 = -37615218.577412
  nChanged 5810
		SP:Iteration 14Q (10624.700000 sec): 3 clusters
  Score: Raw -37626383.941897 + Penalty 6079.086999 = -37620304.854898
  nChanged 2925
		SP:Iteration 15Q (10626.000000 sec): 3 clusters
  Score: Raw -37628828.161282 + Penalty 6079.086999 = -37622749.074283
  nChanged 1119
		SP:Iteration 16Q (10627.280000 sec): 3 clusters
  Score: Raw -37629724.218279 + Penalty 6079.086999 = -37623645.131280
  nChanged 409
		SP:Iteration 17Q (10628.670000 sec): 3 clusters
  Score: Raw -37630061.260202 + Penalty 6079.086999 = -37623982.173203
  nChanged 181
		SP:Iteration 18Q (10630.170000 sec): 3 clusters
  Score: Raw -37630224.004624 + Penalty 6079.086999 = -37624144.917626
  nChanged 79
		SP:Iteration 19Q (10631.530000 sec): 3 clusters
  Score: Raw -37630296.472518 + Penalty 6079.086999 = -37624217.385519
  nChanged 45
		SP:Iteration 20F (10633.170000 sec): 3 clusters
  Score: Raw -37630336.948763 + Penalty 6079.086999 = -37624257.861764
  nChanged 27
		SP:Iteration 21Q (10634.830000 sec): 3 clusters
  Score: Raw -37630363.023653 + Penalty 6079.086999 = -37624283.936654
  nChanged 13
		SP:Iteration 22Q (10636.430000 sec): 3 clusters
  Score: Raw -37630375.725727 + Penalty 6079.086999 = -37624296.638728
  nChanged 7
		SP:Iteration 23Q (10637.840000 sec): 3 clusters
  Score: Raw -37630381.001446 + Penalty 6079.086999 = -37624301.914447
  nChanged 5
		SP:Iteration 24Q (10639.110000 sec): 3 clusters
  Score: Raw -37630386.331744 + Penalty 6079.086999 = -37624307.244746
  nChanged 4
		SP:Iteration 25Q (10640.650000 sec): 3 clusters
  Score: Raw -37630390.242514 + Penalty 6079.086999 = -37624311.155516
  nChanged 1
		SP:Iteration 26Q (10641.990000 sec): 3 clusters
  Score: Raw -37630391.023174 + Penalty 6079.086999 = -37624311.936175
  nChanged 2
		SP:Iteration 27Q (10643.370000 sec): 3 clusters
  Score: Raw -37630392.210436 + Penalty 6079.086999 = -37624313.123437
  nChanged 2
		SP:Iteration 28Q (10644.780000 sec): 3 clusters
  Score: Raw -37630393.368563 + Penalty 6079.086999 = -37624314.281564
  nChanged 1
		SP:Iteration 29Q (10646.310000 sec): 3 clusters
  Score: Raw -37630393.993948 + Penalty 6079.086999 = -37624314.906949
  nChanged 0
		SP:Iteration 30F (10647.940000 sec): 3 clusters
  Score: Raw -37630393.993948 + Penalty 6079.086999 = -37624314.906949
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10648.310000 sec): 2 clusters
  Score: Raw -3605977.092601 + Penalty 2468.176683 = -3603508.915918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10648.610000 sec): 3 clusters
  Score: Raw -3593720.998581 + Penalty 4936.353366 = -3588784.645215
  nChanged 9331
		SP:Iteration 1F (10648.930000 sec): 3 clusters
  Score: Raw -3599253.728365 + Penalty 4936.353366 = -3594317.374999
  nChanged 1423
		SP:Iteration 2F (10649.230000 sec): 3 clusters
  Score: Raw -3600337.922350 + Penalty 4936.353366 = -3595401.568984
  nChanged 1519
		SP:Iteration 3F (10649.540000 sec): 3 clusters
  Score: Raw -3601658.024110 + Penalty 4936.353366 = -3596721.670744
  nChanged 1623
		SP:Iteration 4F (10649.920000 sec): 3 clusters
  Score: Raw -3603051.391030 + Penalty 4936.353366 = -3598115.037664
  nChanged 1593
		SP:Iteration 5F (10650.200000 sec): 3 clusters
  Score: Raw -3604372.093566 + Penalty 4936.353366 = -3599435.740200
  nChanged 1453
		SP:Iteration 6F (10650.540000 sec): 3 clusters
  Score: Raw -3605499.370536 + Penalty 4936.353366 = -3600563.017170
  nChanged 1170
		SP:Iteration 7F (10650.880000 sec): 3 clusters
  Score: Raw -3606224.912661 + Penalty 4936.353366 = -3601288.559295
  nChanged 854
		SP:Iteration 8Q (10651.200000 sec): 3 clusters
  Score: Raw -3606626.972317 + Penalty 4936.353366 = -3601690.618951
  nChanged 567
		SP:Iteration 9Q (10651.560000 sec): 3 clusters
  Score: Raw -3606857.407226 + Penalty 4936.353366 = -3601921.053860
  nChanged 428
		SP:Iteration 10Q (10651.900000 sec): 3 clusters
  Score: Raw -3607004.417102 + Penalty 4936.353366 = -3602068.063736
  nChanged 351
		SP:Iteration 11Q (10652.250000 sec): 3 clusters
  Score: Raw -3607098.722881 + Penalty 4936.353366 = -3602162.369515
  nChanged 282
		SP:Iteration 12Q (10652.560000 sec): 3 clusters
  Score: Raw -3607169.593955 + Penalty 4936.353366 = -3602233.240589
  nChanged 258
		SP:Iteration 13Q (10652.910000 sec): 3 clusters
  Score: Raw -3607229.834070 + Penalty 4936.353366 = -3602293.480704
  nChanged 257
		SP:Iteration 14Q (10653.220000 sec): 3 clusters
  Score: Raw -3607291.755603 + Penalty 4936.353366 = -3602355.402237
  nChanged 251
		SP:Iteration 15Q (10653.530000 sec): 3 clusters
  Score: Raw -3607352.501277 + Penalty 4936.353366 = -3602416.147911
  nChanged 239
		SP:Iteration 16Q (10653.840000 sec): 3 clusters
  Score: Raw -3607402.036166 + Penalty 4936.353366 = -3602465.682800
  nChanged 216
		SP:Iteration 17Q (10654.150000 sec): 3 clusters
  Score: Raw -3607445.230922 + Penalty 4936.353366 = -3602508.877556
  nChanged 219
		SP:Iteration 18Q (10654.490000 sec): 3 clusters
  Score: Raw -3607489.239486 + Penalty 4936.353366 = -3602552.886120
  nChanged 214
		SP:Iteration 19Q (10654.800000 sec): 3 clusters
  Score: Raw -3607532.074665 + Penalty 4936.353366 = -3602595.721299
  nChanged 187
		SP:Iteration 20F (10655.160000 sec): 3 clusters
  Score: Raw -3607568.339892 + Penalty 4936.353366 = -3602631.986526
  nChanged 193
		SP:Iteration 21Q (10655.470000 sec): 3 clusters
  Score: Raw -3607605.124064 + Penalty 4936.353366 = -3602668.770698
  nChanged 195
		SP:Iteration 22Q (10655.780000 sec): 3 clusters
  Score: Raw -3607646.306739 + Penalty 4936.353366 = -3602709.953373
  nChanged 209
		SP:Iteration 23Q (10656.130000 sec): 3 clusters
  Score: Raw -3607686.995294 + Penalty 4936.353366 = -3602750.641928
  nChanged 183
		SP:Iteration 24Q (10656.450000 sec): 3 clusters
  Score: Raw -3607724.222350 + Penalty 4936.353366 = -3602787.868984
  nChanged 197
		SP:Iteration 25Q (10656.760000 sec): 3 clusters
  Score: Raw -3607764.192312 + Penalty 4936.353366 = -3602827.838946
  nChanged 195
		SP:Iteration 26Q (10657.080000 sec): 3 clusters
  Score: Raw -3607802.880434 + Penalty 4936.353366 = -3602866.527068
  nChanged 210
		SP:Iteration 27Q (10657.430000 sec): 3 clusters
  Score: Raw -3607846.227496 + Penalty 4936.353366 = -3602909.874130
  nChanged 187
		SP:Iteration 28Q (10657.800000 sec): 3 clusters
  Score: Raw -3607884.882311 + Penalty 4936.353366 = -3602948.528945
  nChanged 189
		SP:Iteration 29Q (10658.160000 sec): 3 clusters
  Score: Raw -3607921.569189 + Penalty 4936.353366 = -3602985.215823
  nChanged 176
		SP:Iteration 30Q (10658.490000 sec): 3 clusters
  Score: Raw -3607952.461938 + Penalty 4936.353366 = -3603016.108572
  nChanged 156
		SP:Iteration 31Q (10658.840000 sec): 3 clusters
  Score: Raw -3607980.703396 + Penalty 4936.353366 = -3603044.350030
  nChanged 148
		SP:Iteration 32Q (10659.220000 sec): 3 clusters
  Score: Raw -3608006.461269 + Penalty 4936.353366 = -3603070.107904
  nChanged 145
		SP:Iteration 33Q (10659.540000 sec): 3 clusters
  Score: Raw -3608029.238018 + Penalty 4936.353366 = -3603092.884652
  nChanged 130
		SP:Iteration 34Q (10659.870000 sec): 3 clusters
  Score: Raw -3608049.210847 + Penalty 4936.353366 = -3603112.857481
  nChanged 123
		SP:Iteration 35Q (10660.250000 sec): 3 clusters
  Score: Raw -3608070.198301 + Penalty 4936.353366 = -3603133.844935
  nChanged 99
		SP:Iteration 36Q (10660.550000 sec): 3 clusters
  Score: Raw -3608087.878263 + Penalty 4936.353366 = -3603151.524897
  nChanged 118
		SP:Iteration 37Q (10660.910000 sec): 3 clusters
  Score: Raw -3608107.050270 + Penalty 4936.353366 = -3603170.696905
  nChanged 101
		SP:Iteration 38Q (10661.240000 sec): 3 clusters
  Score: Raw -3608123.837004 + Penalty 4936.353366 = -3603187.483638
  nChanged 93
		SP:Iteration 39Q (10661.540000 sec): 3 clusters
  Score: Raw -3608140.448384 + Penalty 4936.353366 = -3603204.095018
  nChanged 93
		SP:Iteration 40F (10661.880000 sec): 3 clusters
  Score: Raw -3608155.737335 + Penalty 4936.353366 = -3603219.383969
  nChanged 86
		SP:Iteration 41Q (10662.200000 sec): 3 clusters
  Score: Raw -3608168.908392 + Penalty 4936.353366 = -3603232.555026
  nChanged 71
		SP:Iteration 42Q (10662.540000 sec): 3 clusters
  Score: Raw -3608179.752902 + Penalty 4936.353366 = -3603243.399536
  nChanged 61
		SP:Iteration 43Q (10662.920000 sec): 3 clusters
  Score: Raw -3608187.833104 + Penalty 4936.353366 = -3603251.479738
  nChanged 60
		SP:Iteration 44Q (10663.260000 sec): 3 clusters
  Score: Raw -3608194.604320 + Penalty 4936.353366 = -3603258.250954
  nChanged 55
		SP:Iteration 45Q (10663.600000 sec): 3 clusters
  Score: Raw -3608200.384253 + Penalty 4936.353366 = -3603264.030887
  nChanged 44
		SP:Iteration 46Q (10663.860000 sec): 3 clusters
  Score: Raw -3608205.890653 + Penalty 4936.353366 = -3603269.537287
  nChanged 43
		SP:Iteration 47Q (10664.210000 sec): 3 clusters
  Score: Raw -3608211.960088 + Penalty 4936.353366 = -3603275.606722
  nChanged 37
		SP:Iteration 48Q (10664.530000 sec): 3 clusters
  Score: Raw -3608215.927761 + Penalty 4936.353366 = -3603279.574396
  nChanged 30
		SP:Iteration 49Q (10664.850000 sec): 3 clusters
  Score: Raw -3608219.391272 + Penalty 4936.353366 = -3603283.037906
  nChanged 35
		SP:Iteration 50Q (10665.210000 sec): 3 clusters
  Score: Raw -3608222.884924 + Penalty 4936.353366 = -3603286.531558
  nChanged 32
		SP:Iteration 51Q (10665.470000 sec): 3 clusters
  Score: Raw -3608226.278856 + Penalty 4936.353366 = -3603289.925491
  nChanged 31
		SP:Iteration 52Q (10665.810000 sec): 3 clusters
  Score: Raw -3608229.069443 + Penalty 4936.353366 = -3603292.716077
  nChanged 22
		SP:Iteration 53Q (10666.190000 sec): 3 clusters
  Score: Raw -3608230.917466 + Penalty 4936.353366 = -3603294.564101
  nChanged 22
		SP:Iteration 54Q (10666.500000 sec): 3 clusters
  Score: Raw -3608232.907925 + Penalty 4936.353366 = -3603296.554559
  nChanged 22
		SP:Iteration 55Q (10666.820000 sec): 3 clusters
  Score: Raw -3608234.836231 + Penalty 4936.353366 = -3603298.482865
  nChanged 12
		SP:Iteration 56Q (10667.130000 sec): 3 clusters
  Score: Raw -3608235.902042 + Penalty 4936.353366 = -3603299.548676
  nChanged 13
		SP:Iteration 57Q (10667.460000 sec): 3 clusters
  Score: Raw -3608236.877324 + Penalty 4936.353366 = -3603300.523958
  nChanged 13
		SP:Iteration 58Q (10667.760000 sec): 3 clusters
  Score: Raw -3608237.876383 + Penalty 4936.353366 = -3603301.523017
  nChanged 9
		SP:Iteration 59Q (10668.050000 sec): 3 clusters
  Score: Raw -3608238.743663 + Penalty 4936.353366 = -3603302.390297
  nChanged 11
		SP:Iteration 60F (10668.290000 sec): 3 clusters
  Score: Raw -3608240.043448 + Penalty 4936.353366 = -3603303.690082
  nChanged 8
		SP:Iteration 61Q (10668.590000 sec): 3 clusters
  Score: Raw -3608240.735531 + Penalty 4936.353366 = -3603304.382165
  nChanged 7
		SP:Iteration 62Q (10668.920000 sec): 3 clusters
  Score: Raw -3608241.347301 + Penalty 4936.353366 = -3603304.993935
  nChanged 5
		SP:Iteration 63Q (10669.260000 sec): 3 clusters
  Score: Raw -3608241.696967 + Penalty 4936.353366 = -3603305.343601
  nChanged 4
		SP:Iteration 64Q (10669.530000 sec): 3 clusters
  Score: Raw -3608241.993019 + Penalty 4936.353366 = -3603305.639653
  nChanged 6
		SP:Iteration 65Q (10669.860000 sec): 3 clusters
  Score: Raw -3608242.401286 + Penalty 4936.353366 = -3603306.047920
  nChanged 7
		SP:Iteration 66Q (10670.220000 sec): 3 clusters
  Score: Raw -3608243.003979 + Penalty 4936.353366 = -3603306.650613
  nChanged 5
		SP:Iteration 67Q (10670.510000 sec): 3 clusters
  Score: Raw -3608243.381733 + Penalty 4936.353366 = -3603307.028367
  nChanged 4
		SP:Iteration 68Q (10670.870000 sec): 3 clusters
  Score: Raw -3608243.738619 + Penalty 4936.353366 = -3603307.385253
  nChanged 3
		SP:Iteration 69Q (10671.220000 sec): 3 clusters
  Score: Raw -3608243.930721 + Penalty 4936.353366 = -3603307.577355
  nChanged 3
		SP:Iteration 70Q (10671.490000 sec): 3 clusters
  Score: Raw -3608244.109060 + Penalty 4936.353366 = -3603307.755694
  nChanged 2
		SP:Iteration 71Q (10671.780000 sec): 3 clusters
  Score: Raw -3608244.183735 + Penalty 4936.353366 = -3603307.830369
  nChanged 0
		SP:Iteration 72F (10672.100000 sec): 3 clusters
  Score: Raw -3608244.183735 + Penalty 4936.353366 = -3603307.830369
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10672.750000 sec): 2 clusters
  Score: Raw -17112803.420207 + Penalty 2845.277916 = -17109958.142290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10673.650000 sec): 3 clusters
  Score: Raw -17051451.762470 + Penalty 5690.555833 = -17045761.206637
  nChanged 45355
		SP:Iteration 1F (10674.410000 sec): 3 clusters
  Score: Raw -17077028.530082 + Penalty 5690.555833 = -17071337.974249
  nChanged 3049
		SP:Iteration 2Q (10675.430000 sec): 3 clusters
  Score: Raw -17077674.074038 + Penalty 5690.555833 = -17071983.518206
  nChanged 2929
		SP:Iteration 3Q (10676.430000 sec): 3 clusters
  Score: Raw -17078294.011566 + Penalty 5690.555833 = -17072603.455733
  nChanged 2986
		SP:Iteration 4Q (10677.440000 sec): 3 clusters
  Score: Raw -17078990.363482 + Penalty 5690.555833 = -17073299.807650
  nChanged 3099
		SP:Iteration 5Q (10678.210000 sec): 3 clusters
  Score: Raw -17079859.618341 + Penalty 5690.555833 = -17074169.062508
  nChanged 3734
		SP:Iteration 6Q (10679.000000 sec): 3 clusters
  Score: Raw -17081191.666964 + Penalty 5690.555833 = -17075501.111132
  nChanged 4739
		SP:Iteration 7Q (10679.940000 sec): 3 clusters
  Score: Raw -17083498.462636 + Penalty 5690.555833 = -17077807.906803
  nChanged 6322
		SP:Iteration 8F (10680.740000 sec): 3 clusters
  Score: Raw -17087500.462485 + Penalty 5690.555833 = -17081809.906652
  nChanged 7807
		SP:Iteration 9F (10681.580000 sec): 3 clusters
  Score: Raw -17093863.946178 + Penalty 5690.555833 = -17088173.390345
  nChanged 8236
		SP:Iteration 10F (10682.460000 sec): 3 clusters
  Score: Raw -17101734.135676 + Penalty 5690.555833 = -17096043.579844
  nChanged 6378
		SP:Iteration 11F (10683.280000 sec): 3 clusters
  Score: Raw -17108156.993964 + Penalty 5690.555833 = -17102466.438131
  nChanged 3318
		SP:Iteration 12Q (10684.040000 sec): 3 clusters
  Score: Raw -17111373.371669 + Penalty 5690.555833 = -17105682.815837
  nChanged 1198
		SP:Iteration 13Q (10684.840000 sec): 3 clusters
  Score: Raw -17112500.594167 + Penalty 5690.555833 = -17106810.038335
  nChanged 337
		SP:Iteration 14Q (10685.530000 sec): 3 clusters
  Score: Raw -17112839.462604 + Penalty 5690.555833 = -17107148.906772
  nChanged 98
		SP:Iteration 15Q (10686.260000 sec): 3 clusters
  Score: Raw -17112976.280457 + Penalty 5690.555833 = -17107285.724624
  nChanged 41
		SP:Iteration 16Q (10686.960000 sec): 3 clusters
  Score: Raw -17113036.078317 + Penalty 5690.555833 = -17107345.522484
  nChanged 22
		SP:Iteration 17Q (10687.680000 sec): 3 clusters
  Score: Raw -17113065.873384 + Penalty 5690.555833 = -17107375.317552
  nChanged 13
		SP:Iteration 18Q (10688.400000 sec): 3 clusters
  Score: Raw -17113086.785914 + Penalty 5690.555833 = -17107396.230081
  nChanged 9
		SP:Iteration 19Q (10689.170000 sec): 3 clusters
  Score: Raw -17113100.882032 + Penalty 5690.555833 = -17107410.326200
  nChanged 8
		SP:Iteration 20F (10689.970000 sec): 3 clusters
  Score: Raw -17113116.476032 + Penalty 5690.555833 = -17107425.920199
  nChanged 13
		SP:Iteration 21Q (10690.760000 sec): 3 clusters
  Score: Raw -17113137.033672 + Penalty 5690.555833 = -17107446.477840
  nChanged 7
		SP:Iteration 22Q (10691.540000 sec): 3 clusters
  Score: Raw -17113148.417351 + Penalty 5690.555833 = -17107457.861519
  nChanged 7
		SP:Iteration 23Q (10692.310000 sec): 3 clusters
  Score: Raw -17113155.977347 + Penalty 5690.555833 = -17107465.421514
  nChanged 5
		SP:Iteration 24Q (10693.080000 sec): 3 clusters
  Score: Raw -17113163.835313 + Penalty 5690.555833 = -17107473.279481
  nChanged 1
		SP:Iteration 25Q (10694.010000 sec): 3 clusters
  Score: Raw -17113165.092539 + Penalty 5690.555833 = -17107474.536706
  nChanged 0
		SP:Iteration 26F (10694.940000 sec): 3 clusters
  Score: Raw -17113165.092539 + Penalty 5690.555833 = -17107474.536706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10695.010000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10695.130000 sec): 3 clusters
  Score: Raw -82591.256411 + Penalty 3110.410262 = -79480.846149
  nChanged 90
		SP:Iteration 1F (10695.290000 sec): 3 clusters
  Score: Raw -82788.374843 + Penalty 3110.410262 = -79677.964581
  nChanged 23
		SP:Iteration 2Q (10695.420000 sec): 3 clusters
  Score: Raw -82857.512004 + Penalty 3110.410262 = -79747.101742
  nChanged 17
		SP:Iteration 3Q (10695.580000 sec): 3 clusters
  Score: Raw -82886.732316 + Penalty 3110.410262 = -79776.322054
  nChanged 8
		SP:Iteration 4Q (10695.740000 sec): 3 clusters
  Score: Raw -82901.793794 + Penalty 3110.410262 = -79791.383532
  nChanged 5
		SP:Iteration 5Q (10695.910000 sec): 3 clusters
  Score: Raw -82913.137333 + Penalty 3110.410262 = -79802.727071
  nChanged 5
		SP:Iteration 6Q (10696.070000 sec): 3 clusters
  Score: Raw -82925.551975 + Penalty 3110.410262 = -79815.141713
  nChanged 5
		SP:Iteration 7Q (10696.240000 sec): 3 clusters
  Score: Raw -82941.005609 + Penalty 3110.410262 = -79830.595347
  nChanged 4
		SP:Iteration 8Q (10696.400000 sec): 3 clusters
  Score: Raw -82949.516895 + Penalty 3110.410262 = -79839.106633
  nChanged 2
		SP:Iteration 9Q (10696.570000 sec): 3 clusters
  Score: Raw -82952.236627 + Penalty 3110.410262 = -79841.826365
  nChanged 2
		SP:Iteration 10Q (10696.730000 sec): 3 clusters
  Score: Raw -82956.979860 + Penalty 3110.410262 = -79846.569598
  nChanged 0
		SP:Iteration 11F (10696.890000 sec): 3 clusters
  Score: Raw -82956.979860 + Penalty 3110.410262 = -79846.569598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10696.970000 sec): 2 clusters
  Score: Raw -34237.865989 + Penalty 1323.709444 = -32914.156545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10697.140000 sec): 3 clusters
  Score: Raw -34509.999411 + Penalty 2647.418888 = -31862.580524
  nChanged 24
		SP:Iteration 1F (10697.300000 sec): 3 clusters
  Score: Raw -34592.998338 + Penalty 2647.418888 = -31945.579450
  nChanged 4
		SP:Iteration 2Q (10697.470000 sec): 3 clusters
  Score: Raw -34600.783316 + Penalty 2647.418888 = -31953.364428
  nChanged 0
		SP:Iteration 3F (10697.630000 sec): 3 clusters
  Score: Raw -34600.783316 + Penalty 2647.418888 = -31953.364428
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10697.710000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10697.870000 sec): 3 clusters
  Score: Raw -18219.795138 + Penalty 2331.438261 = -15888.356877
  nChanged 3
		SP:Iteration 1Q (10698.030000 sec): 3 clusters
  Score: Raw -18256.161609 + Penalty 2331.438261 = -15924.723348
  nChanged 0
		SP:Iteration 2F (10698.200000 sec): 3 clusters
  Score: Raw -18256.161609 + Penalty 2331.438261 = -15924.723348
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10698.280000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10698.440000 sec): 3 clusters
  Score: Raw -79102.254814 + Penalty 3061.163496 = -76041.091318
  nChanged 77
		SP:Iteration 1F (10698.600000 sec): 3 clusters
  Score: Raw -79263.374037 + Penalty 3061.163496 = -76202.210540
  nChanged 17
		SP:Iteration 2Q (10698.770000 sec): 3 clusters
  Score: Raw -79306.022472 + Penalty 3061.163496 = -76244.858976
  nChanged 11
		SP:Iteration 3Q (10698.930000 sec): 3 clusters
  Score: Raw -79336.869669 + Penalty 3061.163496 = -76275.706173
  nChanged 6
		SP:Iteration 4Q (10699.090000 sec): 3 clusters
  Score: Raw -79352.051265 + Penalty 3061.163496 = -76290.887769
  nChanged 3
		SP:Iteration 5Q (10699.250000 sec): 3 clusters
  Score: Raw -79358.480107 + Penalty 3061.163496 = -76297.316611
  nChanged 1
		SP:Iteration 6Q (10699.420000 sec): 3 clusters
  Score: Raw -79359.705021 + Penalty 3061.163496 = -76298.541525
  nChanged 0
		SP:Iteration 7F (10699.590000 sec): 3 clusters
  Score: Raw -79359.705021 + Penalty 3061.163496 = -76298.541525
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10699.660000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10699.820000 sec): 3 clusters
  Score: Raw -128739.106492 + Penalty 3282.894536 = -125456.211956
  nChanged 166
		SP:Iteration 1F (10699.990000 sec): 3 clusters
  Score: Raw -128955.790075 + Penalty 3282.894536 = -125672.895539
  nChanged 46
		SP:Iteration 2F (10700.150000 sec): 3 clusters
  Score: Raw -129039.540648 + Penalty 3282.894536 = -125756.646112
  nChanged 21
		SP:Iteration 3Q (10700.310000 sec): 3 clusters
  Score: Raw -129070.508282 + Penalty 3282.894536 = -125787.613747
  nChanged 12
		SP:Iteration 4Q (10700.480000 sec): 3 clusters
  Score: Raw -129091.354007 + Penalty 3282.894536 = -125808.459471
  nChanged 9
		SP:Iteration 5Q (10700.640000 sec): 3 clusters
  Score: Raw -129105.150573 + Penalty 3282.894536 = -125822.256037
  nChanged 4
		SP:Iteration 6Q (10700.840000 sec): 3 clusters
  Score: Raw -129111.909697 + Penalty 3282.894536 = -125829.015161
  nChanged 4
		SP:Iteration 7Q (10701.010000 sec): 3 clusters
  Score: Raw -129117.299416 + Penalty 3282.894536 = -125834.404880
  nChanged 3
		SP:Iteration 8Q (10701.190000 sec): 3 clusters
  Score: Raw -129122.028051 + Penalty 3282.894536 = -125839.133516
  nChanged 2
		SP:Iteration 9Q (10701.340000 sec): 3 clusters
  Score: Raw -129124.603935 + Penalty 3282.894536 = -125841.709399
  nChanged 4
		SP:Iteration 10Q (10701.570000 sec): 3 clusters
  Score: Raw -129133.176105 + Penalty 3282.894536 = -125850.281569
  nChanged 3
		SP:Iteration 11Q (10701.740000 sec): 3 clusters
  Score: Raw -129140.883682 + Penalty 3282.894536 = -125857.989146
  nChanged 0
		SP:Iteration 12F (10701.910000 sec): 3 clusters
  Score: Raw -129140.883682 + Penalty 3282.894536 = -125857.989146
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10701.990000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10702.170000 sec): 3 clusters
  Score: Raw -20254.009290 + Penalty 2622.980447 = -17631.028843
  nChanged 25
		SP:Iteration 1F (10702.300000 sec): 3 clusters
  Score: Raw -20371.365622 + Penalty 2622.980447 = -17748.385174
  nChanged 7
		SP:Iteration 2Q (10702.460000 sec): 3 clusters
  Score: Raw -20418.310806 + Penalty 2622.980447 = -17795.330359
  nChanged 4
		SP:Iteration 3Q (10702.580000 sec): 3 clusters
  Score: Raw -20434.033950 + Penalty 2622.980447 = -17811.053503
  nChanged 0
		SP:Iteration 4F (10702.670000 sec): 3 clusters
  Score: Raw -20434.033950 + Penalty 2622.980447 = -17811.053503
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10702.800000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10702.990000 sec): 3 clusters
  Score: Raw -134619.345173 + Penalty 3290.125943 = -131329.219230
  nChanged 170
		SP:Iteration 1F (10703.230000 sec): 3 clusters
  Score: Raw -134846.543360 + Penalty 3290.125943 = -131556.417417
  nChanged 30
		SP:Iteration 2Q (10703.370000 sec): 3 clusters
  Score: Raw -134892.914098 + Penalty 3290.125943 = -131602.788156
  nChanged 19
		SP:Iteration 3Q (10703.510000 sec): 3 clusters
  Score: Raw -134919.695655 + Penalty 3290.125943 = -131629.569712
  nChanged 14
		SP:Iteration 4Q (10703.600000 sec): 3 clusters
  Score: Raw -134938.657100 + Penalty 3290.125943 = -131648.531157
  nChanged 11
		SP:Iteration 5Q (10703.730000 sec): 3 clusters
  Score: Raw -134958.909835 + Penalty 3290.125943 = -131668.783892
  nChanged 8
		SP:Iteration 6Q (10703.940000 sec): 3 clusters
  Score: Raw -134968.459708 + Penalty 3290.125943 = -131678.333765
  nChanged 6
		SP:Iteration 7Q (10704.130000 sec): 3 clusters
  Score: Raw -134983.153844 + Penalty 3290.125943 = -131693.027901
  nChanged 10
		SP:Iteration 8Q (10704.270000 sec): 3 clusters
  Score: Raw -134995.434742 + Penalty 3290.125943 = -131705.308799
  nChanged 3
		SP:Iteration 9Q (10704.410000 sec): 3 clusters
  Score: Raw -134999.862430 + Penalty 3290.125943 = -131709.736487
  nChanged 2
		SP:Iteration 10Q (10704.530000 sec): 3 clusters
  Score: Raw -135003.996812 + Penalty 3290.125943 = -131713.870869
  nChanged 0
		SP:Iteration 11F (10704.690000 sec): 3 clusters
  Score: Raw -135003.996812 + Penalty 3290.125943 = -131713.870869
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10704.770000 sec): 2 clusters
  Score: Raw -272787.402794 + Penalty 1825.305785 = -270962.097008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10704.900000 sec): 3 clusters
  Score: Raw -272289.127533 + Penalty 3650.611571 = -268638.515962
  nChanged 463
		SP:Iteration 1F (10705.070000 sec): 3 clusters
  Score: Raw -272680.487050 + Penalty 3650.611571 = -269029.875479
  nChanged 116
		SP:Iteration 2F (10705.260000 sec): 3 clusters
  Score: Raw -272806.115743 + Penalty 3650.611571 = -269155.504172
  nChanged 58
		SP:Iteration 3Q (10705.410000 sec): 3 clusters
  Score: Raw -272874.935237 + Penalty 3650.611571 = -269224.323666
  nChanged 43
		SP:Iteration 4Q (10705.600000 sec): 3 clusters
  Score: Raw -272918.504404 + Penalty 3650.611571 = -269267.892833
  nChanged 37
		SP:Iteration 5Q (10705.750000 sec): 3 clusters
  Score: Raw -272969.926972 + Penalty 3650.611571 = -269319.315401
  nChanged 37
		SP:Iteration 6Q (10705.930000 sec): 3 clusters
  Score: Raw -273032.529462 + Penalty 3650.611571 = -269381.917892
  nChanged 43
		SP:Iteration 7Q (10706.060000 sec): 3 clusters
  Score: Raw -273091.737944 + Penalty 3650.611571 = -269441.126373
  nChanged 40
		SP:Iteration 8Q (10706.200000 sec): 3 clusters
  Score: Raw -273151.692250 + Penalty 3650.611571 = -269501.080680
  nChanged 30
		SP:Iteration 9Q (10706.340000 sec): 3 clusters
  Score: Raw -273188.731458 + Penalty 3650.611571 = -269538.119887
  nChanged 34
		SP:Iteration 10Q (10706.480000 sec): 3 clusters
  Score: Raw -273221.451818 + Penalty 3650.611571 = -269570.840247
  nChanged 28
		SP:Iteration 11Q (10706.690000 sec): 3 clusters
  Score: Raw -273249.500053 + Penalty 3650.611571 = -269598.888483
  nChanged 27
		SP:Iteration 12Q (10706.850000 sec): 3 clusters
  Score: Raw -273286.236257 + Penalty 3650.611571 = -269635.624687
  nChanged 21
		SP:Iteration 13Q (10707.020000 sec): 3 clusters
  Score: Raw -273313.704889 + Penalty 3650.611571 = -269663.093318
  nChanged 25
		SP:Iteration 14Q (10707.160000 sec): 3 clusters
  Score: Raw -273346.222086 + Penalty 3650.611571 = -269695.610515
  nChanged 27
		SP:Iteration 15Q (10707.340000 sec): 3 clusters
  Score: Raw -273385.140949 + Penalty 3650.611571 = -269734.529379
  nChanged 30
		SP:Iteration 16Q (10707.550000 sec): 3 clusters
  Score: Raw -273417.330172 + Penalty 3650.611571 = -269766.718602
  nChanged 33
		SP:Iteration 17Q (10707.750000 sec): 3 clusters
  Score: Raw -273456.613840 + Penalty 3650.611571 = -269806.002269
  nChanged 24
		SP:Iteration 18Q (10707.940000 sec): 3 clusters
  Score: Raw -273480.703385 + Penalty 3650.611571 = -269830.091815
  nChanged 19
		SP:Iteration 19Q (10708.100000 sec): 3 clusters
  Score: Raw -273499.680392 + Penalty 3650.611571 = -269849.068822
  nChanged 17
		SP:Iteration 20F (10708.310000 sec): 3 clusters
  Score: Raw -273514.125126 + Penalty 3650.611571 = -269863.513556
  nChanged 14
		SP:Iteration 21Q (10708.490000 sec): 3 clusters
  Score: Raw -273523.910172 + Penalty 3650.611571 = -269873.298602
  nChanged 9
		SP:Iteration 22Q (10708.590000 sec): 3 clusters
  Score: Raw -273536.383614 + Penalty 3650.611571 = -269885.772043
  nChanged 10
		SP:Iteration 23Q (10708.810000 sec): 3 clusters
  Score: Raw -273546.316955 + Penalty 3650.611571 = -269895.705385
  nChanged 9
		SP:Iteration 24Q (10708.950000 sec): 3 clusters
  Score: Raw -273555.408540 + Penalty 3650.611571 = -269904.796970
  nChanged 10
		SP:Iteration 25Q (10709.160000 sec): 3 clusters
  Score: Raw -273566.062207 + Penalty 3650.611571 = -269915.450637
  nChanged 10
		SP:Iteration 26Q (10709.290000 sec): 3 clusters
  Score: Raw -273575.930241 + Penalty 3650.611571 = -269925.318670
  nChanged 9
		SP:Iteration 27Q (10709.430000 sec): 3 clusters
  Score: Raw -273589.475834 + Penalty 3650.611571 = -269938.864264
  nChanged 10
		SP:Iteration 28Q (10709.600000 sec): 3 clusters
  Score: Raw -273603.552933 + Penalty 3650.611571 = -269952.941362
  nChanged 9
		SP:Iteration 29Q (10709.720000 sec): 3 clusters
  Score: Raw -273611.699515 + Penalty 3650.611571 = -269961.087945
  nChanged 7
		SP:Iteration 30Q (10709.850000 sec): 3 clusters
  Score: Raw -273620.159473 + Penalty 3650.611571 = -269969.547903
  nChanged 10
		SP:Iteration 31Q (10709.990000 sec): 3 clusters
  Score: Raw -273632.498661 + Penalty 3650.611571 = -269981.887091
  nChanged 7
		SP:Iteration 32Q (10710.160000 sec): 3 clusters
  Score: Raw -273637.157912 + Penalty 3650.611571 = -269986.546341
  nChanged 2
		SP:Iteration 33Q (10710.330000 sec): 3 clusters
  Score: Raw -273638.377196 + Penalty 3650.611571 = -269987.765625
  nChanged 1
		SP:Iteration 34Q (10710.520000 sec): 3 clusters
  Score: Raw -273638.906815 + Penalty 3650.611571 = -269988.295244
  nChanged 1
		SP:Iteration 35Q (10710.690000 sec): 3 clusters
  Score: Raw -273639.192618 + Penalty 3650.611571 = -269988.581048
  nChanged 0
		SP:Iteration 36F (10710.840000 sec): 3 clusters
  Score: Raw -273639.192618 + Penalty 3650.611571 = -269988.581048
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10710.930000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10711.020000 sec): 3 clusters
  Score: Raw -60071.022258 + Penalty 2976.701779 = -57094.320479
  nChanged 61
		SP:Iteration 1F (10711.190000 sec): 3 clusters
  Score: Raw -60230.745058 + Penalty 2976.701779 = -57254.043278
  nChanged 15
		SP:Iteration 2Q (10711.340000 sec): 3 clusters
  Score: Raw -60280.167818 + Penalty 2976.701779 = -57303.466039
  nChanged 9
		SP:Iteration 3Q (10711.490000 sec): 3 clusters
  Score: Raw -60303.451249 + Penalty 2976.701779 = -57326.749469
  nChanged 3
		SP:Iteration 4Q (10711.630000 sec): 3 clusters
  Score: Raw -60312.115386 + Penalty 2976.701779 = -57335.413607
  nChanged 4
		SP:Iteration 5Q (10711.760000 sec): 3 clusters
  Score: Raw -60321.823924 + Penalty 2976.701779 = -57345.122145
  nChanged 2
		SP:Iteration 6Q (10711.950000 sec): 3 clusters
  Score: Raw -60326.010982 + Penalty 2976.701779 = -57349.309202
  nChanged 2
		SP:Iteration 7Q (10712.130000 sec): 3 clusters
  Score: Raw -60345.161368 + Penalty 2976.701779 = -57368.459588
  nChanged 2
		SP:Iteration 8Q (10712.310000 sec): 3 clusters
  Score: Raw -60359.243988 + Penalty 2976.701779 = -57382.542209
  nChanged 4
		SP:Iteration 9Q (10712.490000 sec): 3 clusters
  Score: Raw -60386.571952 + Penalty 2976.701779 = -57409.870173
  nChanged 1
		SP:Iteration 10Q (10712.650000 sec): 3 clusters
  Score: Raw -60400.061736 + Penalty 2976.701779 = -57423.359956
  nChanged 2
		SP:Iteration 11Q (10712.780000 sec): 3 clusters
  Score: Raw -60418.890320 + Penalty 2976.701779 = -57442.188540
  nChanged 4
		SP:Iteration 12Q (10712.890000 sec): 3 clusters
  Score: Raw -60428.805356 + Penalty 2976.701779 = -57452.103577
  nChanged 6
		SP:Iteration 13Q (10713.030000 sec): 3 clusters
  Score: Raw -60443.116515 + Penalty 2976.701779 = -57466.414736
  nChanged 4
		SP:Iteration 14Q (10713.150000 sec): 3 clusters
  Score: Raw -60462.263403 + Penalty 2976.701779 = -57485.561624
  nChanged 4
		SP:Iteration 15Q (10713.280000 sec): 3 clusters
  Score: Raw -60499.645816 + Penalty 2976.701779 = -57522.944037
  nChanged 5
		SP:Iteration 16Q (10713.450000 sec): 3 clusters
  Score: Raw -60540.364889 + Penalty 2976.701779 = -57563.663110
  nChanged 6
		SP:Iteration 17Q (10713.630000 sec): 3 clusters
  Score: Raw -60565.808938 + Penalty 2976.701779 = -57589.107159
  nChanged 5
		SP:Iteration 18Q (10713.780000 sec): 3 clusters
  Score: Raw -60589.726077 + Penalty 2976.701779 = -57613.024297
  nChanged 6
		SP:Iteration 19Q (10713.970000 sec): 3 clusters
  Score: Raw -60618.516093 + Penalty 2976.701779 = -57641.814314
  nChanged 12
		SP:Iteration 20F (10714.110000 sec): 3 clusters
  Score: Raw -60658.537433 + Penalty 2976.701779 = -57681.835654
  nChanged 6
		SP:Iteration 21Q (10714.240000 sec): 3 clusters
  Score: Raw -60677.094652 + Penalty 2976.701779 = -57700.392873
  nChanged 2
		SP:Iteration 22Q (10714.490000 sec): 3 clusters
  Score: Raw -60684.696047 + Penalty 2976.701779 = -57707.994267
  nChanged 2
		SP:Iteration 23Q (10714.700000 sec): 3 clusters
  Score: Raw -60690.322170 + Penalty 2976.701779 = -57713.620391
  nChanged 0
		SP:Iteration 24F (10714.830000 sec): 3 clusters
  Score: Raw -60690.322170 + Penalty 2976.701779 = -57713.620391
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10714.920000 sec): 2 clusters
  Score: Raw -186861.859214 + Penalty 1743.871832 = -185117.987382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10715.090000 sec): 3 clusters
  Score: Raw -186601.163933 + Penalty 3487.743664 = -183113.420269
  nChanged 310
		SP:Iteration 1F (10715.260000 sec): 3 clusters
  Score: Raw -186971.052106 + Penalty 3487.743664 = -183483.308442
  nChanged 94
		SP:Iteration 2F (10715.410000 sec): 3 clusters
  Score: Raw -187176.155387 + Penalty 3487.743664 = -183688.411722
  nChanged 65
		SP:Iteration 3F (10715.540000 sec): 3 clusters
  Score: Raw -187315.376732 + Penalty 3487.743664 = -183827.633067
  nChanged 54
		SP:Iteration 4Q (10715.660000 sec): 3 clusters
  Score: Raw -187418.183557 + Penalty 3487.743664 = -183930.439892
  nChanged 43
		SP:Iteration 5Q (10715.810000 sec): 3 clusters
  Score: Raw -187487.934221 + Penalty 3487.743664 = -184000.190557
  nChanged 28
		SP:Iteration 6Q (10715.890000 sec): 3 clusters
  Score: Raw -187535.624599 + Penalty 3487.743664 = -184047.880934
  nChanged 22
		SP:Iteration 7Q (10716.050000 sec): 3 clusters
  Score: Raw -187577.457359 + Penalty 3487.743664 = -184089.713695
  nChanged 25
		SP:Iteration 8Q (10716.150000 sec): 3 clusters
  Score: Raw -187638.428393 + Penalty 3487.743664 = -184150.684729
  nChanged 27
		SP:Iteration 9Q (10716.280000 sec): 3 clusters
  Score: Raw -187702.505100 + Penalty 3487.743664 = -184214.761436
  nChanged 14
		SP:Iteration 10Q (10716.460000 sec): 3 clusters
  Score: Raw -187731.668558 + Penalty 3487.743664 = -184243.924894
  nChanged 15
		SP:Iteration 11Q (10716.590000 sec): 3 clusters
  Score: Raw -187760.539476 + Penalty 3487.743664 = -184272.795812
  nChanged 7
		SP:Iteration 12Q (10716.770000 sec): 3 clusters
  Score: Raw -187775.028000 + Penalty 3487.743664 = -184287.284335
  nChanged 8
		SP:Iteration 13Q (10716.910000 sec): 3 clusters
  Score: Raw -187784.392133 + Penalty 3487.743664 = -184296.648469
  nChanged 4
		SP:Iteration 14Q (10717.040000 sec): 3 clusters
  Score: Raw -187789.252007 + Penalty 3487.743664 = -184301.508343
  nChanged 3
		SP:Iteration 15Q (10717.220000 sec): 3 clusters
  Score: Raw -187793.448212 + Penalty 3487.743664 = -184305.704548
  nChanged 3
		SP:Iteration 16Q (10717.430000 sec): 3 clusters
  Score: Raw -187798.968440 + Penalty 3487.743664 = -184311.224775
  nChanged 2
		SP:Iteration 17Q (10717.630000 sec): 3 clusters
  Score: Raw -187801.581109 + Penalty 3487.743664 = -184313.837445
  nChanged 1
		SP:Iteration 18Q (10717.760000 sec): 3 clusters
  Score: Raw -187802.423093 + Penalty 3487.743664 = -184314.679428
  nChanged 1
		SP:Iteration 19Q (10717.990000 sec): 3 clusters
  Score: Raw -187802.965791 + Penalty 3487.743664 = -184315.222127
  nChanged 0
		SP:Iteration 20F (10718.090000 sec): 3 clusters
  Score: Raw -187802.965791 + Penalty 3487.743664 = -184315.222127
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10718.870000 sec): 2 clusters
  Score: Raw -19110350.449979 + Penalty 2854.512628 = -19107495.937350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10719.800000 sec): 3 clusters
  Score: Raw -19046489.346949 + Penalty 5709.025257 = -19040780.321692
  nChanged 47155
		SP:Iteration 1F (10720.660000 sec): 3 clusters
  Score: Raw -19073307.743863 + Penalty 5709.025257 = -19067598.718606
  nChanged 3322
		SP:Iteration 2Q (10721.580000 sec): 3 clusters
  Score: Raw -19074144.069297 + Penalty 5709.025257 = -19068435.044041
  nChanged 3590
		SP:Iteration 3Q (10722.560000 sec): 3 clusters
  Score: Raw -19075251.919969 + Penalty 5709.025257 = -19069542.894712
  nChanged 4303
		SP:Iteration 4Q (10723.600000 sec): 3 clusters
  Score: Raw -19076906.374426 + Penalty 5709.025257 = -19071197.349169
  nChanged 5265
		SP:Iteration 5F (10724.540000 sec): 3 clusters
  Score: Raw -19079462.144780 + Penalty 5709.025257 = -19073753.119523
  nChanged 6675
		SP:Iteration 6F (10725.460000 sec): 3 clusters
  Score: Raw -19083635.601627 + Penalty 5709.025257 = -19077926.576370
  nChanged 7795
		SP:Iteration 7F (10726.430000 sec): 3 clusters
  Score: Raw -19089387.306973 + Penalty 5709.025257 = -19083678.281716
  nChanged 7708
		SP:Iteration 8F (10727.220000 sec): 3 clusters
  Score: Raw -19095538.266875 + Penalty 5709.025257 = -19089829.241619
  nChanged 6407
		SP:Iteration 9F (10728.050000 sec): 3 clusters
  Score: Raw -19100822.455165 + Penalty 5709.025257 = -19095113.429909
  nChanged 4653
		SP:Iteration 10Q (10728.970000 sec): 3 clusters
  Score: Raw -19104721.595232 + Penalty 5709.025257 = -19099012.569975
  nChanged 3095
		SP:Iteration 11Q (10729.920000 sec): 3 clusters
  Score: Raw -19107357.274817 + Penalty 5709.025257 = -19101648.249560
  nChanged 1906
		SP:Iteration 12Q (10730.790000 sec): 3 clusters
  Score: Raw -19108931.454735 + Penalty 5709.025257 = -19103222.429479
  nChanged 1116
		SP:Iteration 13Q (10731.610000 sec): 3 clusters
  Score: Raw -19109853.613964 + Penalty 5709.025257 = -19104144.588707
  nChanged 598
		SP:Iteration 14Q (10732.370000 sec): 3 clusters
  Score: Raw -19110380.992896 + Penalty 5709.025257 = -19104671.967639
  nChanged 304
		SP:Iteration 15Q (10733.200000 sec): 3 clusters
  Score: Raw -19110728.934093 + Penalty 5709.025257 = -19105019.908837
  nChanged 191
		SP:Iteration 16Q (10734.000000 sec): 3 clusters
  Score: Raw -19110966.613338 + Penalty 5709.025257 = -19105257.588082
  nChanged 106
		SP:Iteration 17Q (10734.800000 sec): 3 clusters
  Score: Raw -19111127.489180 + Penalty 5709.025257 = -19105418.463924
  nChanged 71
		SP:Iteration 18Q (10735.620000 sec): 3 clusters
  Score: Raw -19111234.094751 + Penalty 5709.025257 = -19105525.069495
  nChanged 55
		SP:Iteration 19Q (10736.420000 sec): 3 clusters
  Score: Raw -19111282.631753 + Penalty 5709.025257 = -19105573.606497
  nChanged 45
		SP:Iteration 20F (10737.240000 sec): 3 clusters
  Score: Raw -19111317.642489 + Penalty 5709.025257 = -19105608.617232
  nChanged 37
		SP:Iteration 21Q (10738.040000 sec): 3 clusters
  Score: Raw -19111340.982786 + Penalty 5709.025257 = -19105631.957530
  nChanged 29
		SP:Iteration 22Q (10738.790000 sec): 3 clusters
  Score: Raw -19111366.179110 + Penalty 5709.025257 = -19105657.153854
  nChanged 34
		SP:Iteration 23Q (10739.560000 sec): 3 clusters
  Score: Raw -19111393.466276 + Penalty 5709.025257 = -19105684.441020
  nChanged 34
		SP:Iteration 24Q (10740.290000 sec): 3 clusters
  Score: Raw -19111426.838634 + Penalty 5709.025257 = -19105717.813378
  nChanged 33
		SP:Iteration 25Q (10740.990000 sec): 3 clusters
  Score: Raw -19111449.948514 + Penalty 5709.025257 = -19105740.923257
  nChanged 30
		SP:Iteration 26Q (10741.690000 sec): 3 clusters
  Score: Raw -19111466.453358 + Penalty 5709.025257 = -19105757.428102
  nChanged 20
		SP:Iteration 27Q (10742.550000 sec): 3 clusters
  Score: Raw -19111478.547732 + Penalty 5709.025257 = -19105769.522476
  nChanged 16
		SP:Iteration 28Q (10743.410000 sec): 3 clusters
  Score: Raw -19111487.152260 + Penalty 5709.025257 = -19105778.127003
  nChanged 14
		SP:Iteration 29Q (10744.240000 sec): 3 clusters
  Score: Raw -19111493.702445 + Penalty 5709.025257 = -19105784.677189
  nChanged 7
		SP:Iteration 30Q (10745.140000 sec): 3 clusters
  Score: Raw -19111496.816447 + Penalty 5709.025257 = -19105787.791190
  nChanged 2
		SP:Iteration 31Q (10745.860000 sec): 3 clusters
  Score: Raw -19111497.610580 + Penalty 5709.025257 = -19105788.585323
  nChanged 1
		SP:Iteration 32Q (10746.640000 sec): 3 clusters
  Score: Raw -19111497.879771 + Penalty 5709.025257 = -19105788.854514
  nChanged 0
		SP:Iteration 33F (10747.470000 sec): 3 clusters
  Score: Raw -19111497.879771 + Penalty 5709.025257 = -19105788.854514
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10747.600000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10747.780000 sec): 3 clusters
  Score: Raw -50648.456063 + Penalty 2829.076107 = -47819.379956
  nChanged 38
		SP:Iteration 1F (10747.920000 sec): 3 clusters
  Score: Raw -50773.498047 + Penalty 2829.076107 = -47944.421940
  nChanged 6
		SP:Iteration 2Q (10748.100000 sec): 3 clusters
  Score: Raw -50792.850865 + Penalty 2829.076107 = -47963.774757
  nChanged 4
		SP:Iteration 3Q (10748.260000 sec): 3 clusters
  Score: Raw -50804.884356 + Penalty 2829.076107 = -47975.808249
  nChanged 1
		SP:Iteration 4Q (10748.390000 sec): 3 clusters
  Score: Raw -50807.645007 + Penalty 2829.076107 = -47978.568900
  nChanged 1
		SP:Iteration 5Q (10748.530000 sec): 3 clusters
  Score: Raw -50810.308434 + Penalty 2829.076107 = -47981.232327
  nChanged 0
		SP:Iteration 6F (10748.690000 sec): 3 clusters
  Score: Raw -50810.308434 + Penalty 2829.076107 = -47981.232327
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10748.780000 sec): 2 clusters
  Score: Raw -26479.746428 + Penalty 1278.016315 = -25201.730113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10748.980000 sec): 3 clusters
  Score: Raw -26727.039046 + Penalty 2556.032631 = -24171.006415
  nChanged 10
		SP:Iteration 1F (10749.140000 sec): 3 clusters
  Score: Raw -26776.498590 + Penalty 2556.032631 = -24220.465959
  nChanged 1
		SP:Iteration 2Q (10749.320000 sec): 3 clusters
  Score: Raw -26783.445127 + Penalty 2556.032631 = -24227.412496
  nChanged 0
		SP:Iteration 3F (10749.500000 sec): 3 clusters
  Score: Raw -26783.445127 + Penalty 2556.032631 = -24227.412496
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10749.600000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10749.780000 sec): 3 clusters
  Score: Raw -83517.773436 + Penalty 3097.106783 = -80420.666653
  nChanged 84
		SP:Iteration 1F (10749.950000 sec): 3 clusters
  Score: Raw -83710.631860 + Penalty 3097.106783 = -80613.525077
  nChanged 29
		SP:Iteration 2F (10750.070000 sec): 3 clusters
  Score: Raw -83788.135850 + Penalty 3097.106783 = -80691.029067
  nChanged 11
		SP:Iteration 3Q (10750.290000 sec): 3 clusters
  Score: Raw -83829.071228 + Penalty 3097.106783 = -80731.964445
  nChanged 13
		SP:Iteration 4Q (10750.430000 sec): 3 clusters
  Score: Raw -83868.816175 + Penalty 3097.106783 = -80771.709392
  nChanged 11
		SP:Iteration 5Q (10750.550000 sec): 3 clusters
  Score: Raw -83914.000319 + Penalty 3097.106783 = -80816.893536
  nChanged 9
		SP:Iteration 6Q (10750.640000 sec): 3 clusters
  Score: Raw -83978.701370 + Penalty 3097.106783 = -80881.594587
  nChanged 11
		SP:Iteration 7Q (10750.740000 sec): 3 clusters
  Score: Raw -84024.025739 + Penalty 3097.106783 = -80926.918957
  nChanged 10
		SP:Iteration 8Q (10750.890000 sec): 3 clusters
  Score: Raw -84061.084295 + Penalty 3097.106783 = -80963.977512
  nChanged 8
		SP:Iteration 9Q (10751.090000 sec): 3 clusters
  Score: Raw -84089.129118 + Penalty 3097.106783 = -80992.022335
  nChanged 3
		SP:Iteration 10Q (10751.260000 sec): 3 clusters
  Score: Raw -84100.292296 + Penalty 3097.106783 = -81003.185513
  nChanged 1
		SP:Iteration 11Q (10751.440000 sec): 3 clusters
  Score: Raw -84101.992662 + Penalty 3097.106783 = -81004.885879
  nChanged 2
		SP:Iteration 12Q (10751.540000 sec): 3 clusters
  Score: Raw -84113.194691 + Penalty 3097.106783 = -81016.087908
  nChanged 1
		SP:Iteration 13Q (10751.670000 sec): 3 clusters
  Score: Raw -84118.651014 + Penalty 3097.106783 = -81021.544231
  nChanged 1
		SP:Iteration 14Q (10751.760000 sec): 3 clusters
  Score: Raw -84121.846887 + Penalty 3097.106783 = -81024.740104
  nChanged 0
		SP:Iteration 15F (10751.860000 sec): 3 clusters
  Score: Raw -84121.846887 + Penalty 3097.106783 = -81024.740104
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10751.910000 sec): 2 clusters
  Score: Raw -88117.090833 + Penalty 1593.769137 = -86523.321696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10752.000000 sec): 3 clusters
  Score: Raw -88137.759383 + Penalty 3187.538275 = -84950.221108
  nChanged 137
		SP:Iteration 1F (10752.130000 sec): 3 clusters
  Score: Raw -88401.618621 + Penalty 3187.538275 = -85214.080346
  nChanged 42
		SP:Iteration 2F (10752.290000 sec): 3 clusters
  Score: Raw -88517.776307 + Penalty 3187.538275 = -85330.238032
  nChanged 20
		SP:Iteration 3Q (10752.380000 sec): 3 clusters
  Score: Raw -88597.756704 + Penalty 3187.538275 = -85410.218429
  nChanged 17
		SP:Iteration 4Q (10752.520000 sec): 3 clusters
  Score: Raw -88665.035251 + Penalty 3187.538275 = -85477.496976
  nChanged 19
		SP:Iteration 5Q (10752.710000 sec): 3 clusters
  Score: Raw -88718.430479 + Penalty 3187.538275 = -85530.892204
  nChanged 12
		SP:Iteration 6Q (10752.880000 sec): 3 clusters
  Score: Raw -88749.141587 + Penalty 3187.538275 = -85561.603312
  nChanged 12
		SP:Iteration 7Q (10753.020000 sec): 3 clusters
  Score: Raw -88778.290163 + Penalty 3187.538275 = -85590.751888
  nChanged 7
		SP:Iteration 8Q (10753.180000 sec): 3 clusters
  Score: Raw -88804.423521 + Penalty 3187.538275 = -85616.885246
  nChanged 5
		SP:Iteration 9Q (10753.320000 sec): 3 clusters
  Score: Raw -88818.668999 + Penalty 3187.538275 = -85631.130724
  nChanged 4
		SP:Iteration 10Q (10753.460000 sec): 3 clusters
  Score: Raw -88833.180871 + Penalty 3187.538275 = -85645.642596
  nChanged 3
		SP:Iteration 11Q (10753.550000 sec): 3 clusters
  Score: Raw -88843.708131 + Penalty 3187.538275 = -85656.169856
  nChanged 1
		SP:Iteration 12Q (10753.640000 sec): 3 clusters
  Score: Raw -88850.092643 + Penalty 3187.538275 = -85662.554368
  nChanged 4
		SP:Iteration 13Q (10753.770000 sec): 3 clusters
  Score: Raw -88874.593208 + Penalty 3187.538275 = -85687.054933
  nChanged 5
		SP:Iteration 14Q (10753.870000 sec): 3 clusters
  Score: Raw -88885.888070 + Penalty 3187.538275 = -85698.349796
  nChanged 0
		SP:Iteration 15F (10753.950000 sec): 3 clusters
  Score: Raw -88887.019975 + Penalty 3187.538275 = -85699.481700
  nChanged 1
		SP:Iteration 16Q (10754.090000 sec): 3 clusters
  Score: Raw -88889.780252 + Penalty 3187.538275 = -85702.241977
  nChanged 1
		SP:Iteration 17Q (10754.270000 sec): 3 clusters
  Score: Raw -88890.720234 + Penalty 3187.538275 = -85703.181959
  nChanged 0
		SP:Iteration 18F (10754.510000 sec): 3 clusters
  Score: Raw -88890.720234 + Penalty 3187.538275 = -85703.181959
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10754.620000 sec): 2 clusters
  Score: Raw -46359.099870 + Penalty 1471.196806 = -44887.903064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10754.830000 sec): 3 clusters
  Score: Raw -46579.303364 + Penalty 2942.393613 = -43636.909751
  nChanged 82
		SP:Iteration 1F (10755.050000 sec): 3 clusters
  Score: Raw -46765.146004 + Penalty 2942.393613 = -43822.752391
  nChanged 25
		SP:Iteration 2F (10755.230000 sec): 3 clusters
  Score: Raw -46872.001699 + Penalty 2942.393613 = -43929.608087
  nChanged 17
		SP:Iteration 3Q (10755.500000 sec): 3 clusters
  Score: Raw -46938.088335 + Penalty 2942.393613 = -43995.694722
  nChanged 7
		SP:Iteration 4Q (10755.660000 sec): 3 clusters
  Score: Raw -46974.046042 + Penalty 2942.393613 = -44031.652429
  nChanged 2
		SP:Iteration 5Q (10755.790000 sec): 3 clusters
  Score: Raw -46994.936611 + Penalty 2942.393613 = -44052.542998
  nChanged 2
		SP:Iteration 6Q (10755.960000 sec): 3 clusters
  Score: Raw -46997.296704 + Penalty 2942.393613 = -44054.903091
  nChanged 0
		SP:Iteration 7F (10756.100000 sec): 3 clusters
  Score: Raw -46997.296704 + Penalty 2942.393613 = -44054.903091
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10756.260000 sec): 2 clusters
  Score: Raw -2762546.675718 + Penalty 2402.393688 = -2760144.282031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10756.650000 sec): 3 clusters
  Score: Raw -2753323.293336 + Penalty 4804.787376 = -2748518.505960
  nChanged 7066
		SP:Iteration 1F (10757.000000 sec): 3 clusters
  Score: Raw -2757036.994266 + Penalty 4804.787376 = -2752232.206890
  nChanged 953
		SP:Iteration 2F (10757.280000 sec): 3 clusters
  Score: Raw -2757409.734967 + Penalty 4804.787376 = -2752604.947591
  nChanged 746
		SP:Iteration 3Q (10757.620000 sec): 3 clusters
  Score: Raw -2757691.347766 + Penalty 4804.787376 = -2752886.560390
  nChanged 654
		SP:Iteration 4Q (10757.980000 sec): 3 clusters
  Score: Raw -2757919.051370 + Penalty 4804.787376 = -2753114.263994
  nChanged 552
		SP:Iteration 5Q (10758.290000 sec): 3 clusters
  Score: Raw -2758103.539447 + Penalty 4804.787376 = -2753298.752071
  nChanged 498
		SP:Iteration 6Q (10758.530000 sec): 3 clusters
  Score: Raw -2758267.386345 + Penalty 4804.787376 = -2753462.598969
  nChanged 472
		SP:Iteration 7Q (10758.850000 sec): 3 clusters
  Score: Raw -2758406.013629 + Penalty 4804.787376 = -2753601.226253
  nChanged 410
		SP:Iteration 8Q (10759.130000 sec): 3 clusters
  Score: Raw -2758536.660282 + Penalty 4804.787376 = -2753731.872907
  nChanged 409
		SP:Iteration 9Q (10759.390000 sec): 3 clusters
  Score: Raw -2758661.280035 + Penalty 4804.787376 = -2753856.492659
  nChanged 395
		SP:Iteration 10Q (10759.670000 sec): 3 clusters
  Score: Raw -2758782.645678 + Penalty 4804.787376 = -2753977.858303
  nChanged 372
		SP:Iteration 11Q (10760.000000 sec): 3 clusters
  Score: Raw -2758905.890669 + Penalty 4804.787376 = -2754101.103293
  nChanged 416
		SP:Iteration 12Q (10760.330000 sec): 3 clusters
  Score: Raw -2759054.369251 + Penalty 4804.787376 = -2754249.581876
  nChanged 442
		SP:Iteration 13Q (10760.630000 sec): 3 clusters
  Score: Raw -2759247.992831 + Penalty 4804.787376 = -2754443.205456
  nChanged 495
		SP:Iteration 14Q (10760.960000 sec): 3 clusters
  Score: Raw -2759459.066504 + Penalty 4804.787376 = -2754654.279128
  nChanged 502
		SP:Iteration 15Q (10761.260000 sec): 3 clusters
  Score: Raw -2759691.297371 + Penalty 4804.787376 = -2754886.509995
  nChanged 541
		SP:Iteration 16Q (10761.620000 sec): 3 clusters
  Score: Raw -2759986.248583 + Penalty 4804.787376 = -2755181.461207
  nChanged 596
		SP:Iteration 17Q (10761.900000 sec): 3 clusters
  Score: Raw -2760335.189002 + Penalty 4804.787376 = -2755530.401627
  nChanged 613
		SP:Iteration 18Q (10762.140000 sec): 3 clusters
  Score: Raw -2760741.689487 + Penalty 4804.787376 = -2755936.902111
  nChanged 642
		SP:Iteration 19Q (10762.460000 sec): 3 clusters
  Score: Raw -2761196.381540 + Penalty 4804.787376 = -2756391.594165
  nChanged 574
		SP:Iteration 20F (10762.780000 sec): 3 clusters
  Score: Raw -2761596.522611 + Penalty 4804.787376 = -2756791.735235
  nChanged 451
		SP:Iteration 21Q (10763.050000 sec): 3 clusters
  Score: Raw -2761912.018389 + Penalty 4804.787376 = -2757107.231013
  nChanged 383
		SP:Iteration 22Q (10763.300000 sec): 3 clusters
  Score: Raw -2762191.050373 + Penalty 4804.787376 = -2757386.262998
  nChanged 261
		SP:Iteration 23Q (10763.640000 sec): 3 clusters
  Score: Raw -2762373.241959 + Penalty 4804.787376 = -2757568.454584
  nChanged 195
		SP:Iteration 24Q (10763.850000 sec): 3 clusters
  Score: Raw -2762518.549893 + Penalty 4804.787376 = -2757713.762518
  nChanged 139
		SP:Iteration 25Q (10764.110000 sec): 3 clusters
  Score: Raw -2762637.736164 + Penalty 4804.787376 = -2757832.948788
  nChanged 101
		SP:Iteration 26Q (10764.390000 sec): 3 clusters
  Score: Raw -2762724.486747 + Penalty 4804.787376 = -2757919.699371
  nChanged 73
		SP:Iteration 27Q (10764.680000 sec): 3 clusters
  Score: Raw -2762785.486331 + Penalty 4804.787376 = -2757980.698955
  nChanged 47
		SP:Iteration 28Q (10764.880000 sec): 3 clusters
  Score: Raw -2762824.904191 + Penalty 4804.787376 = -2758020.116815
  nChanged 39
		SP:Iteration 29Q (10765.150000 sec): 3 clusters
  Score: Raw -2762862.960129 + Penalty 4804.787376 = -2758058.172754
  nChanged 20
		SP:Iteration 30Q (10765.430000 sec): 3 clusters
  Score: Raw -2762878.574422 + Penalty 4804.787376 = -2758073.787046
  nChanged 16
		SP:Iteration 31Q (10765.760000 sec): 3 clusters
  Score: Raw -2762888.767046 + Penalty 4804.787376 = -2758083.979670
  nChanged 10
		SP:Iteration 32Q (10766.010000 sec): 3 clusters
  Score: Raw -2762895.738869 + Penalty 4804.787376 = -2758090.951493
  nChanged 12
		SP:Iteration 33Q (10766.270000 sec): 3 clusters
  Score: Raw -2762904.418155 + Penalty 4804.787376 = -2758099.630779
  nChanged 10
		SP:Iteration 34Q (10766.560000 sec): 3 clusters
  Score: Raw -2762914.979106 + Penalty 4804.787376 = -2758110.191730
  nChanged 6
		SP:Iteration 35Q (10766.860000 sec): 3 clusters
  Score: Raw -2762920.798728 + Penalty 4804.787376 = -2758116.011352
  nChanged 11
		SP:Iteration 36Q (10767.130000 sec): 3 clusters
  Score: Raw -2762929.052867 + Penalty 4804.787376 = -2758124.265492
  nChanged 7
		SP:Iteration 37Q (10767.410000 sec): 3 clusters
  Score: Raw -2762936.247125 + Penalty 4804.787376 = -2758131.459749
  nChanged 6
		SP:Iteration 38Q (10767.700000 sec): 3 clusters
  Score: Raw -2762940.331033 + Penalty 4804.787376 = -2758135.543657
  nChanged 3
		SP:Iteration 39Q (10767.970000 sec): 3 clusters
  Score: Raw -2762942.227657 + Penalty 4804.787376 = -2758137.440282
  nChanged 2
		SP:Iteration 40F (10768.250000 sec): 3 clusters
  Score: Raw -2762943.171896 + Penalty 4804.787376 = -2758138.384520
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10768.340000 sec): 2 clusters
  Score: Raw -18852.398231 + Penalty 1344.292680 = -17508.105552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10768.500000 sec): 3 clusters
  Score: Raw -19201.295047 + Penalty 2688.585360 = -16512.709687
  nChanged 33
		SP:Iteration 1F (10768.660000 sec): 3 clusters
  Score: Raw -19406.281520 + Penalty 2688.585360 = -16717.696160
  nChanged 7
		SP:Iteration 2Q (10768.820000 sec): 3 clusters
  Score: Raw -19456.366519 + Penalty 2688.585360 = -16767.781160
  nChanged 2
		SP:Iteration 3Q (10768.980000 sec): 3 clusters
  Score: Raw -19467.598039 + Penalty 2688.585360 = -16779.012679
  nChanged 2
		SP:Iteration 4Q (10769.140000 sec): 3 clusters
  Score: Raw -19473.866401 + Penalty 2688.585360 = -16785.281041
  nChanged 1
		SP:Iteration 5Q (10769.300000 sec): 3 clusters
  Score: Raw -19477.176205 + Penalty 2688.585360 = -16788.590846
  nChanged 1
		SP:Iteration 6Q (10769.460000 sec): 3 clusters
  Score: Raw -19488.104486 + Penalty 2688.585360 = -16799.519126
  nChanged 3
		SP:Iteration 7Q (10769.620000 sec): 3 clusters
  Score: Raw -19501.973578 + Penalty 2688.585360 = -16813.388218
  nChanged 1
		SP:Iteration 8Q (10769.780000 sec): 3 clusters
  Score: Raw -19507.592611 + Penalty 2688.585360 = -16819.007252
  nChanged 0
		SP:Iteration 9F (10769.940000 sec): 3 clusters
  Score: Raw -19507.592611 + Penalty 2688.585360 = -16819.007252
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10770.020000 sec): 2 clusters
  Score: Raw -19024.459923 + Penalty 1252.364290 = -17772.095633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10770.180000 sec): 3 clusters
  Score: Raw -19431.162817 + Penalty 2504.728580 = -16926.434237
  nChanged 17
		SP:Iteration 1F (10770.340000 sec): 3 clusters
  Score: Raw -19599.289047 + Penalty 2504.728580 = -17094.560468
  nChanged 5
		SP:Iteration 2Q (10770.500000 sec): 3 clusters
  Score: Raw -19685.878445 + Penalty 2504.728580 = -17181.149865
  nChanged 2
		SP:Iteration 3Q (10770.660000 sec): 3 clusters
  Score: Raw -19709.840181 + Penalty 2504.728580 = -17205.111601
  nChanged 1
		SP:Iteration 4Q (10770.820000 sec): 3 clusters
  Score: Raw -19716.944405 + Penalty 2504.728580 = -17212.215825
  nChanged 0
		SP:Iteration 5F (10770.980000 sec): 3 clusters
  Score: Raw -19716.944405 + Penalty 2504.728580 = -17212.215825
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10771.060000 sec): 2 clusters
  Score: Raw -46997.579083 + Penalty 1459.753800 = -45537.825283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10771.220000 sec): 3 clusters
  Score: Raw -47601.235246 + Penalty 2919.507600 = -44681.727646
  nChanged 92
		SP:Iteration 1F (10771.380000 sec): 3 clusters
  Score: Raw -47925.827664 + Penalty 2919.507600 = -45006.320065
  nChanged 27
		SP:Iteration 2F (10771.540000 sec): 3 clusters
  Score: Raw -48049.160914 + Penalty 2919.507600 = -45129.653314
  nChanged 24
		SP:Iteration 3F (10771.700000 sec): 3 clusters
  Score: Raw -48161.949052 + Penalty 2919.507600 = -45242.441453
  nChanged 18
		SP:Iteration 4Q (10771.860000 sec): 3 clusters
  Score: Raw -48231.544826 + Penalty 2919.507600 = -45312.037227
  nChanged 10
		SP:Iteration 5Q (10772.020000 sec): 3 clusters
  Score: Raw -48280.483581 + Penalty 2919.507600 = -45360.975981
  nChanged 3
		SP:Iteration 6Q (10772.180000 sec): 3 clusters
  Score: Raw -48288.533519 + Penalty 2919.507600 = -45369.025919
  nChanged 1
		SP:Iteration 7Q (10772.340000 sec): 3 clusters
  Score: Raw -48289.926931 + Penalty 2919.507600 = -45370.419332
  nChanged 1
		SP:Iteration 8Q (10772.500000 sec): 3 clusters
  Score: Raw -48291.052308 + Penalty 2919.507600 = -45371.544709
  nChanged 0
		SP:Iteration 9F (10772.660000 sec): 3 clusters
  Score: Raw -48291.052308 + Penalty 2919.507600 = -45371.544709
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10772.740000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10772.900000 sec): 3 clusters
  Score: Raw -71961.995280 + Penalty 2992.410766 = -68969.584514
  nChanged 66
		SP:Iteration 1F (10773.060000 sec): 3 clusters
  Score: Raw -72094.576084 + Penalty 2992.410766 = -69102.165318
  nChanged 25
		SP:Iteration 2F (10773.220000 sec): 3 clusters
  Score: Raw -72161.587827 + Penalty 2992.410766 = -69169.177061
  nChanged 10
		SP:Iteration 3Q (10773.380000 sec): 3 clusters
  Score: Raw -72191.678141 + Penalty 2992.410766 = -69199.267375
  nChanged 3
		SP:Iteration 4Q (10773.540000 sec): 3 clusters
  Score: Raw -72201.274406 + Penalty 2992.410766 = -69208.863640
  nChanged 2
		SP:Iteration 5Q (10773.700000 sec): 3 clusters
  Score: Raw -72207.401811 + Penalty 2992.410766 = -69214.991045
  nChanged 0
		SP:Iteration 6F (10773.860000 sec): 3 clusters
  Score: Raw -72207.401811 + Penalty 2992.410766 = -69214.991045
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10774.070000 sec): 2 clusters
  Score: Raw -3701840.532432 + Penalty 2469.695379 = -3699370.837052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10774.350000 sec): 3 clusters
  Score: Raw -3689541.352990 + Penalty 4939.390759 = -3684601.962231
  nChanged 9308
		SP:Iteration 1F (10774.630000 sec): 3 clusters
  Score: Raw -3694581.370729 + Penalty 4939.390759 = -3689641.979970
  nChanged 1225
		SP:Iteration 2F (10774.880000 sec): 3 clusters
  Score: Raw -3695147.869350 + Penalty 4939.390759 = -3690208.478591
  nChanged 1180
		SP:Iteration 3F (10775.140000 sec): 3 clusters
  Score: Raw -3695771.128623 + Penalty 4939.390759 = -3690831.737865
  nChanged 1139
		SP:Iteration 4F (10775.410000 sec): 3 clusters
  Score: Raw -3696386.018793 + Penalty 4939.390759 = -3691446.628034
  nChanged 1112
		SP:Iteration 5F (10775.700000 sec): 3 clusters
  Score: Raw -3697084.991470 + Penalty 4939.390759 = -3692145.600711
  nChanged 1129
		SP:Iteration 6F (10775.970000 sec): 3 clusters
  Score: Raw -3697772.633946 + Penalty 4939.390759 = -3692833.243187
  nChanged 1049
		SP:Iteration 7Q (10776.260000 sec): 3 clusters
  Score: Raw -3698371.694201 + Penalty 4939.390759 = -3693432.303442
  nChanged 983
		SP:Iteration 8Q (10776.610000 sec): 3 clusters
  Score: Raw -3698920.705723 + Penalty 4939.390759 = -3693981.314964
  nChanged 928
		SP:Iteration 9Q (10776.910000 sec): 3 clusters
  Score: Raw -3699354.391275 + Penalty 4939.390759 = -3694415.000516
  nChanged 681
		SP:Iteration 10Q (10777.240000 sec): 3 clusters
  Score: Raw -3699614.978930 + Penalty 4939.390759 = -3694675.588171
  nChanged 507
		SP:Iteration 11Q (10777.520000 sec): 3 clusters
  Score: Raw -3699773.243085 + Penalty 4939.390759 = -3694833.852326
  nChanged 404
		SP:Iteration 12Q (10777.820000 sec): 3 clusters
  Score: Raw -3699878.827808 + Penalty 4939.390759 = -3694939.437049
  nChanged 320
		SP:Iteration 13Q (10778.150000 sec): 3 clusters
  Score: Raw -3699948.390954 + Penalty 4939.390759 = -3695009.000195
  nChanged 236
		SP:Iteration 14Q (10778.480000 sec): 3 clusters
  Score: Raw -3699992.373431 + Penalty 4939.390759 = -3695052.982673
  nChanged 174
		SP:Iteration 15Q (10778.830000 sec): 3 clusters
  Score: Raw -3700018.098699 + Penalty 4939.390759 = -3695078.707940
  nChanged 131
		SP:Iteration 16Q (10779.140000 sec): 3 clusters
  Score: Raw -3700036.437843 + Penalty 4939.390759 = -3695097.047084
  nChanged 112
		SP:Iteration 17Q (10779.420000 sec): 3 clusters
  Score: Raw -3700049.909384 + Penalty 4939.390759 = -3695110.518625
  nChanged 81
		SP:Iteration 18Q (10779.720000 sec): 3 clusters
  Score: Raw -3700061.257323 + Penalty 4939.390759 = -3695121.866564
  nChanged 94
		SP:Iteration 19Q (10780.030000 sec): 3 clusters
  Score: Raw -3700074.279358 + Penalty 4939.390759 = -3695134.888599
  nChanged 93
		SP:Iteration 20F (10780.360000 sec): 3 clusters
  Score: Raw -3700086.302372 + Penalty 4939.390759 = -3695146.911613
  nChanged 85
		SP:Iteration 21Q (10780.700000 sec): 3 clusters
  Score: Raw -3700097.883527 + Penalty 4939.390759 = -3695158.492768
  nChanged 87
		SP:Iteration 22Q (10780.980000 sec): 3 clusters
  Score: Raw -3700107.621325 + Penalty 4939.390759 = -3695168.230566
  nChanged 66
		SP:Iteration 23Q (10781.310000 sec): 3 clusters
  Score: Raw -3700115.506658 + Penalty 4939.390759 = -3695176.115899
  nChanged 69
		SP:Iteration 24Q (10781.600000 sec): 3 clusters
  Score: Raw -3700123.651594 + Penalty 4939.390759 = -3695184.260835
  nChanged 81
		SP:Iteration 25Q (10781.930000 sec): 3 clusters
  Score: Raw -3700134.145439 + Penalty 4939.390759 = -3695194.754680
  nChanged 86
		SP:Iteration 26Q (10782.230000 sec): 3 clusters
  Score: Raw -3700147.260121 + Penalty 4939.390759 = -3695207.869362
  nChanged 101
		SP:Iteration 27Q (10782.550000 sec): 3 clusters
  Score: Raw -3700162.328049 + Penalty 4939.390759 = -3695222.937290
  nChanged 100
		SP:Iteration 28Q (10782.820000 sec): 3 clusters
  Score: Raw -3700174.898390 + Penalty 4939.390759 = -3695235.507631
  nChanged 95
		SP:Iteration 29Q (10783.140000 sec): 3 clusters
  Score: Raw -3700187.095466 + Penalty 4939.390759 = -3695247.704707
  nChanged 107
		SP:Iteration 30Q (10783.410000 sec): 3 clusters
  Score: Raw -3700201.973957 + Penalty 4939.390759 = -3695262.583198
  nChanged 107
		SP:Iteration 31Q (10783.700000 sec): 3 clusters
  Score: Raw -3700217.546588 + Penalty 4939.390759 = -3695278.155829
  nChanged 98
		SP:Iteration 32Q (10784.020000 sec): 3 clusters
  Score: Raw -3700232.763071 + Penalty 4939.390759 = -3695293.372312
  nChanged 118
		SP:Iteration 33Q (10784.320000 sec): 3 clusters
  Score: Raw -3700250.261687 + Penalty 4939.390759 = -3695310.870928
  nChanged 108
		SP:Iteration 34Q (10784.620000 sec): 3 clusters
  Score: Raw -3700268.525878 + Penalty 4939.390759 = -3695329.135119
  nChanged 123
		SP:Iteration 35Q (10784.920000 sec): 3 clusters
  Score: Raw -3700289.404808 + Penalty 4939.390759 = -3695350.014049
  nChanged 119
		SP:Iteration 36Q (10785.210000 sec): 3 clusters
  Score: Raw -3700308.668075 + Penalty 4939.390759 = -3695369.277316
  nChanged 120
		SP:Iteration 37Q (10785.530000 sec): 3 clusters
  Score: Raw -3700327.870756 + Penalty 4939.390759 = -3695388.479997
  nChanged 127
		SP:Iteration 38Q (10785.840000 sec): 3 clusters
  Score: Raw -3700346.545391 + Penalty 4939.390759 = -3695407.154632
  nChanged 121
		SP:Iteration 39Q (10786.140000 sec): 3 clusters
  Score: Raw -3700364.224670 + Penalty 4939.390759 = -3695424.833911
  nChanged 116
		SP:Iteration 40F (10786.400000 sec): 3 clusters
  Score: Raw -3700382.778592 + Penalty 4939.390759 = -3695443.387833
  nChanged 113
		SP:Iteration 41Q (10786.700000 sec): 3 clusters
  Score: Raw -3700401.967955 + Penalty 4939.390759 = -3695462.577196
  nChanged 118
		SP:Iteration 42Q (10786.960000 sec): 3 clusters
  Score: Raw -3700423.423947 + Penalty 4939.390759 = -3695484.033188
  nChanged 129
		SP:Iteration 43Q (10787.240000 sec): 3 clusters
  Score: Raw -3700447.534476 + Penalty 4939.390759 = -3695508.143718
  nChanged 127
		SP:Iteration 44Q (10787.520000 sec): 3 clusters
  Score: Raw -3700472.281197 + Penalty 4939.390759 = -3695532.890438
  nChanged 111
		SP:Iteration 45Q (10787.800000 sec): 3 clusters
  Score: Raw -3700490.534944 + Penalty 4939.390759 = -3695551.144185
  nChanged 97
		SP:Iteration 46Q (10788.070000 sec): 3 clusters
  Score: Raw -3700507.392206 + Penalty 4939.390759 = -3695568.001447
  nChanged 101
		SP:Iteration 47Q (10788.360000 sec): 3 clusters
  Score: Raw -3700526.237300 + Penalty 4939.390759 = -3695586.846541
  nChanged 102
		SP:Iteration 48Q (10788.620000 sec): 3 clusters
  Score: Raw -3700546.290223 + Penalty 4939.390759 = -3695606.899464
  nChanged 109
		SP:Iteration 49Q (10788.900000 sec): 3 clusters
  Score: Raw -3700566.734283 + Penalty 4939.390759 = -3695627.343524
  nChanged 110
		SP:Iteration 50Q (10789.220000 sec): 3 clusters
  Score: Raw -3700586.836563 + Penalty 4939.390759 = -3695647.445804
  nChanged 117
		SP:Iteration 51Q (10789.570000 sec): 3 clusters
  Score: Raw -3700606.751401 + Penalty 4939.390759 = -3695667.360642
  nChanged 120
		SP:Iteration 52Q (10789.810000 sec): 3 clusters
  Score: Raw -3700627.863580 + Penalty 4939.390759 = -3695688.472821
  nChanged 130
		SP:Iteration 53Q (10790.190000 sec): 3 clusters
  Score: Raw -3700655.003900 + Penalty 4939.390759 = -3695715.613141
  nChanged 176
		SP:Iteration 54Q (10790.480000 sec): 3 clusters
  Score: Raw -3700688.803073 + Penalty 4939.390759 = -3695749.412315
  nChanged 130
		SP:Iteration 55Q (10790.790000 sec): 3 clusters
  Score: Raw -3700713.980657 + Penalty 4939.390759 = -3695774.589898
  nChanged 135
		SP:Iteration 56Q (10791.060000 sec): 3 clusters
  Score: Raw -3700741.638072 + Penalty 4939.390759 = -3695802.247313
  nChanged 143
		SP:Iteration 57Q (10791.400000 sec): 3 clusters
  Score: Raw -3700773.192693 + Penalty 4939.390759 = -3695833.801935
  nChanged 147
		SP:Iteration 58Q (10791.670000 sec): 3 clusters
  Score: Raw -3700808.041627 + Penalty 4939.390759 = -3695868.650868
  nChanged 160
		SP:Iteration 59Q (10791.990000 sec): 3 clusters
  Score: Raw -3700845.300125 + Penalty 4939.390759 = -3695905.909366
  nChanged 157
		SP:Iteration 60F (10792.250000 sec): 3 clusters
  Score: Raw -3700881.918961 + Penalty 4939.390759 = -3695942.528202
  nChanged 162
		SP:Iteration 61Q (10792.570000 sec): 3 clusters
  Score: Raw -3700923.321310 + Penalty 4939.390759 = -3695983.930551
  nChanged 159
		SP:Iteration 62Q (10792.820000 sec): 3 clusters
  Score: Raw -3700959.975198 + Penalty 4939.390759 = -3696020.584439
  nChanged 145
		SP:Iteration 63Q (10793.130000 sec): 3 clusters
  Score: Raw -3700992.987599 + Penalty 4939.390759 = -3696053.596840
  nChanged 157
		SP:Iteration 64Q (10793.440000 sec): 3 clusters
  Score: Raw -3701031.920892 + Penalty 4939.390759 = -3696092.530133
  nChanged 157
		SP:Iteration 65Q (10793.710000 sec): 3 clusters
  Score: Raw -3701071.249051 + Penalty 4939.390759 = -3696131.858292
  nChanged 159
		SP:Iteration 66Q (10794.010000 sec): 3 clusters
  Score: Raw -3701110.394079 + Penalty 4939.390759 = -3696171.003320
  nChanged 164
		SP:Iteration 67Q (10794.310000 sec): 3 clusters
  Score: Raw -3701156.144385 + Penalty 4939.390759 = -3696216.753626
  nChanged 162
		SP:Iteration 68Q (10794.620000 sec): 3 clusters
  Score: Raw -3701199.916620 + Penalty 4939.390759 = -3696260.525861
  nChanged 170
		SP:Iteration 69Q (10794.880000 sec): 3 clusters
  Score: Raw -3701245.741144 + Penalty 4939.390759 = -3696306.350385
  nChanged 144
		SP:Iteration 70Q (10795.150000 sec): 3 clusters
  Score: Raw -3701283.089013 + Penalty 4939.390759 = -3696343.698254
  nChanged 135
		SP:Iteration 71Q (10795.450000 sec): 3 clusters
  Score: Raw -3701320.958924 + Penalty 4939.390759 = -3696381.568165
  nChanged 133
		SP:Iteration 72Q (10795.780000 sec): 3 clusters
  Score: Raw -3701363.380737 + Penalty 4939.390759 = -3696423.989978
  nChanged 150
		SP:Iteration 73Q (10796.090000 sec): 3 clusters
  Score: Raw -3701410.465731 + Penalty 4939.390759 = -3696471.074972
  nChanged 164
		SP:Iteration 74Q (10796.380000 sec): 3 clusters
  Score: Raw -3701467.319128 + Penalty 4939.390759 = -3696527.928370
  nChanged 149
		SP:Iteration 75Q (10796.670000 sec): 3 clusters
  Score: Raw -3701525.222037 + Penalty 4939.390759 = -3696585.831278
  nChanged 156
		SP:Iteration 76Q (10796.980000 sec): 3 clusters
  Score: Raw -3701593.178118 + Penalty 4939.390759 = -3696653.787359
  nChanged 158
		SP:Iteration 77Q (10797.290000 sec): 3 clusters
  Score: Raw -3701663.687498 + Penalty 4939.390759 = -3696724.296739
  nChanged 139
		SP:Iteration 78Q (10797.530000 sec): 3 clusters
  Score: Raw -3701736.936171 + Penalty 4939.390759 = -3696797.545412
  nChanged 140
		SP:Iteration 79Q (10797.800000 sec): 3 clusters
  Score: Raw -3701818.312942 + Penalty 4939.390759 = -3696878.922184
  nChanged 144
		SP:Iteration 80F (10798.080000 sec): 3 clusters
  Score: Raw -3701895.587058 + Penalty 4939.390759 = -3696956.196299
  nChanged 113
		SP:Iteration 81Q (10798.350000 sec): 3 clusters
  Score: Raw -3701955.781588 + Penalty 4939.390759 = -3697016.390829
  nChanged 111
		SP:Iteration 82Q (10798.630000 sec): 3 clusters
  Score: Raw -3702009.587005 + Penalty 4939.390759 = -3697070.196246
  nChanged 93
		SP:Iteration 83Q (10798.960000 sec): 3 clusters
  Score: Raw -3702053.948736 + Penalty 4939.390759 = -3697114.557977
  nChanged 94
		SP:Iteration 84Q (10799.220000 sec): 3 clusters
  Score: Raw -3702104.444746 + Penalty 4939.390759 = -3697165.053987
  nChanged 93
		SP:Iteration 85Q (10799.570000 sec): 3 clusters
  Score: Raw -3702154.149096 + Penalty 4939.390759 = -3697214.758338
  nChanged 99
		SP:Iteration 86Q (10799.860000 sec): 3 clusters
  Score: Raw -3702204.507230 + Penalty 4939.390759 = -3697265.116471
  nChanged 87
		SP:Iteration 87Q (10800.140000 sec): 3 clusters
  Score: Raw -3702249.320923 + Penalty 4939.390759 = -3697309.930164
  nChanged 93
		SP:Iteration 88Q (10800.420000 sec): 3 clusters
  Score: Raw -3702293.200556 + Penalty 4939.390759 = -3697353.809797
  nChanged 78
		SP:Iteration 89Q (10800.740000 sec): 3 clusters
  Score: Raw -3702326.428720 + Penalty 4939.390759 = -3697387.037961
  nChanged 62
		SP:Iteration 90Q (10800.980000 sec): 3 clusters
  Score: Raw -3702350.565494 + Penalty 4939.390759 = -3697411.174735
  nChanged 41
		SP:Iteration 91Q (10801.250000 sec): 3 clusters
  Score: Raw -3702365.470837 + Penalty 4939.390759 = -3697426.080078
  nChanged 35
		SP:Iteration 92Q (10801.550000 sec): 3 clusters
  Score: Raw -3702377.648493 + Penalty 4939.390759 = -3697438.257734
  nChanged 29
		SP:Iteration 93Q (10801.830000 sec): 3 clusters
  Score: Raw -3702386.247938 + Penalty 4939.390759 = -3697446.857179
  nChanged 16
		SP:Iteration 94Q (10802.160000 sec): 3 clusters
  Score: Raw -3702390.130704 + Penalty 4939.390759 = -3697450.739945
  nChanged 13
		SP:Iteration 95Q (10802.430000 sec): 3 clusters
  Score: Raw -3702393.297417 + Penalty 4939.390759 = -3697453.906659
  nChanged 6
		SP:Iteration 96Q (10802.730000 sec): 3 clusters
  Score: Raw -3702394.561231 + Penalty 4939.390759 = -3697455.170472
  nChanged 3
		SP:Iteration 97Q (10803.000000 sec): 3 clusters
  Score: Raw -3702395.948243 + Penalty 4939.390759 = -3697456.557484
  nChanged 8
		SP:Iteration 98Q (10803.300000 sec): 3 clusters
  Score: Raw -3702398.250077 + Penalty 4939.390759 = -3697458.859318
  nChanged 9
		SP:Iteration 99Q (10803.610000 sec): 3 clusters
  Score: Raw -3702400.803732 + Penalty 4939.390759 = -3697461.412973
  nChanged 7
		SP:Iteration 100F (10803.830000 sec): 3 clusters
  Score: Raw -3702402.799733 + Penalty 4939.390759 = -3697463.408974
  nChanged 9
		SP:Iteration 101Q (10804.070000 sec): 3 clusters
  Score: Raw -3702405.417209 + Penalty 4939.390759 = -3697466.026450
  nChanged 11
		SP:Iteration 102Q (10804.370000 sec): 3 clusters
  Score: Raw -3702409.892908 + Penalty 4939.390759 = -3697470.502149
  nChanged 12
		SP:Iteration 103Q (10804.630000 sec): 3 clusters
  Score: Raw -3702415.091703 + Penalty 4939.390759 = -3697475.700944
  nChanged 7
		SP:Iteration 104Q (10804.940000 sec): 3 clusters
  Score: Raw -3702416.732139 + Penalty 4939.390759 = -3697477.341380
  nChanged 6
		SP:Iteration 105Q (10805.210000 sec): 3 clusters
  Score: Raw -3702417.944354 + Penalty 4939.390759 = -3697478.553595
  nChanged 5
		SP:Iteration 106Q (10805.530000 sec): 3 clusters
  Score: Raw -3702419.913477 + Penalty 4939.390759 = -3697480.522719
  nChanged 6
		SP:Iteration 107Q (10805.860000 sec): 3 clusters
  Score: Raw -3702421.582713 + Penalty 4939.390759 = -3697482.191954
  nChanged 5
		SP:Iteration 108Q (10806.150000 sec): 3 clusters
  Score: Raw -3702422.960441 + Penalty 4939.390759 = -3697483.569682
  nChanged 7
		SP:Iteration 109Q (10806.470000 sec): 3 clusters
  Score: Raw -3702425.685546 + Penalty 4939.390759 = -3697486.294788
  nChanged 6
		SP:Iteration 110Q (10806.750000 sec): 3 clusters
  Score: Raw -3702427.922305 + Penalty 4939.390759 = -3697488.531546
  nChanged 7
		SP:Iteration 111Q (10807.070000 sec): 3 clusters
  Score: Raw -3702430.133554 + Penalty 4939.390759 = -3697490.742796
  nChanged 6
		SP:Iteration 112Q (10807.400000 sec): 3 clusters
  Score: Raw -3702431.204026 + Penalty 4939.390759 = -3697491.813267
  nChanged 6
		SP:Iteration 113Q (10807.690000 sec): 3 clusters
  Score: Raw -3702433.431743 + Penalty 4939.390759 = -3697494.040984
  nChanged 3
		SP:Iteration 114Q (10808.000000 sec): 3 clusters
  Score: Raw -3702434.356442 + Penalty 4939.390759 = -3697494.965683
  nChanged 3
		SP:Iteration 115Q (10808.290000 sec): 3 clusters
  Score: Raw -3702435.170766 + Penalty 4939.390759 = -3697495.780007
  nChanged 2
		SP:Iteration 116Q (10808.580000 sec): 3 clusters
  Score: Raw -3702435.603240 + Penalty 4939.390759 = -3697496.212481
  nChanged 0
		SP:Iteration 117F (10808.870000 sec): 3 clusters
  Score: Raw -3702435.603240 + Penalty 4939.390759 = -3697496.212481
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10808.960000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10809.110000 sec): 3 clusters
  Score: Raw -38426.114899 + Penalty 2740.624658 = -35685.490242
  nChanged 26
		SP:Iteration 1F (10809.240000 sec): 3 clusters
  Score: Raw -38565.342803 + Penalty 2740.624658 = -35824.718145
  nChanged 11
		SP:Iteration 2Q (10809.390000 sec): 3 clusters
  Score: Raw -38637.417203 + Penalty 2740.624658 = -35896.792545
  nChanged 3
		SP:Iteration 3Q (10809.530000 sec): 3 clusters
  Score: Raw -38657.052890 + Penalty 2740.624658 = -35916.428233
  nChanged 3
		SP:Iteration 4Q (10809.680000 sec): 3 clusters
  Score: Raw -38671.063751 + Penalty 2740.624658 = -35930.439093
  nChanged 0
		SP:Iteration 5F (10809.820000 sec): 3 clusters
  Score: Raw -38671.063751 + Penalty 2740.624658 = -35930.439093
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10809.890000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10810.040000 sec): 3 clusters
  Score: Raw -110440.915019 + Penalty 3200.216281 = -107240.698737
  nChanged 142
		SP:Iteration 1F (10810.180000 sec): 3 clusters
  Score: Raw -110678.055158 + Penalty 3200.216281 = -107477.838877
  nChanged 41
		SP:Iteration 2F (10810.370000 sec): 3 clusters
  Score: Raw -110748.962332 + Penalty 3200.216281 = -107548.746051
  nChanged 20
		SP:Iteration 3Q (10810.530000 sec): 3 clusters
  Score: Raw -110786.716220 + Penalty 3200.216281 = -107586.499938
  nChanged 12
		SP:Iteration 4Q (10810.750000 sec): 3 clusters
  Score: Raw -110806.040776 + Penalty 3200.216281 = -107605.824494
  nChanged 10
		SP:Iteration 5Q (10810.880000 sec): 3 clusters
  Score: Raw -110839.241739 + Penalty 3200.216281 = -107639.025457
  nChanged 10
		SP:Iteration 6Q (10811.080000 sec): 3 clusters
  Score: Raw -110872.775611 + Penalty 3200.216281 = -107672.559329
  nChanged 10
		SP:Iteration 7Q (10811.230000 sec): 3 clusters
  Score: Raw -110898.675692 + Penalty 3200.216281 = -107698.459411
  nChanged 7
		SP:Iteration 8Q (10811.410000 sec): 3 clusters
  Score: Raw -110907.512343 + Penalty 3200.216281 = -107707.296061
  nChanged 7
		SP:Iteration 9Q (10811.540000 sec): 3 clusters
  Score: Raw -110917.973595 + Penalty 3200.216281 = -107717.757313
  nChanged 3
		SP:Iteration 10Q (10811.700000 sec): 3 clusters
  Score: Raw -110927.006227 + Penalty 3200.216281 = -107726.789946
  nChanged 6
		SP:Iteration 11Q (10811.910000 sec): 3 clusters
  Score: Raw -110940.099654 + Penalty 3200.216281 = -107739.883373
  nChanged 5
		SP:Iteration 12Q (10812.050000 sec): 3 clusters
  Score: Raw -110951.266586 + Penalty 3200.216281 = -107751.050305
  nChanged 5
		SP:Iteration 13Q (10812.160000 sec): 3 clusters
  Score: Raw -110959.618021 + Penalty 3200.216281 = -107759.401740
  nChanged 6
		SP:Iteration 14Q (10812.300000 sec): 3 clusters
  Score: Raw -110970.467694 + Penalty 3200.216281 = -107770.251413
  nChanged 2
		SP:Iteration 15Q (10812.430000 sec): 3 clusters
  Score: Raw -110974.833853 + Penalty 3200.216281 = -107774.617572
  nChanged 1
		SP:Iteration 16Q (10812.600000 sec): 3 clusters
  Score: Raw -110976.687563 + Penalty 3200.216281 = -107776.471282
  nChanged 2
		SP:Iteration 17Q (10812.770000 sec): 3 clusters
  Score: Raw -110980.255490 + Penalty 3200.216281 = -107780.039209
  nChanged 1
		SP:Iteration 18Q (10812.890000 sec): 3 clusters
  Score: Raw -110982.842571 + Penalty 3200.216281 = -107782.626290
  nChanged 1
		SP:Iteration 19Q (10813.100000 sec): 3 clusters
  Score: Raw -110984.149039 + Penalty 3200.216281 = -107783.932758
  nChanged 1
		SP:Iteration 20F (10813.270000 sec): 3 clusters
  Score: Raw -110986.069575 + Penalty 3200.216281 = -107785.853293
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10813.390000 sec): 2 clusters
  Score: Raw -71382.873685 + Penalty 1582.270389 = -69800.603296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10813.540000 sec): 3 clusters
  Score: Raw -71503.448218 + Penalty 3164.540778 = -68338.907440
  nChanged 151
		SP:Iteration 1F (10813.800000 sec): 3 clusters
  Score: Raw -71854.274961 + Penalty 3164.540778 = -68689.734183
  nChanged 48
		SP:Iteration 2F (10814.060000 sec): 3 clusters
  Score: Raw -71977.476441 + Penalty 3164.540778 = -68812.935663
  nChanged 30
		SP:Iteration 3F (10814.330000 sec): 3 clusters
  Score: Raw -72047.376518 + Penalty 3164.540778 = -68882.835739
  nChanged 17
		SP:Iteration 4Q (10814.550000 sec): 3 clusters
  Score: Raw -72115.191614 + Penalty 3164.540778 = -68950.650836
  nChanged 14
		SP:Iteration 5Q (10814.740000 sec): 3 clusters
  Score: Raw -72147.547341 + Penalty 3164.540778 = -68983.006562
  nChanged 10
		SP:Iteration 6Q (10814.910000 sec): 3 clusters
  Score: Raw -72173.984721 + Penalty 3164.540778 = -69009.443943
  nChanged 4
		SP:Iteration 7Q (10815.090000 sec): 3 clusters
  Score: Raw -72200.124675 + Penalty 3164.540778 = -69035.583896
  nChanged 4
		SP:Iteration 8Q (10815.300000 sec): 3 clusters
  Score: Raw -72238.995305 + Penalty 3164.540778 = -69074.454526
  nChanged 6
		SP:Iteration 9Q (10815.460000 sec): 3 clusters
  Score: Raw -72249.706341 + Penalty 3164.540778 = -69085.165563
  nChanged 4
		SP:Iteration 10Q (10815.640000 sec): 3 clusters
  Score: Raw -72267.299227 + Penalty 3164.540778 = -69102.758449
  nChanged 3
		SP:Iteration 11Q (10815.790000 sec): 3 clusters
  Score: Raw -72288.802579 + Penalty 3164.540778 = -69124.261801
  nChanged 2
		SP:Iteration 12Q (10816.030000 sec): 3 clusters
  Score: Raw -72291.680752 + Penalty 3164.540778 = -69127.139973
  nChanged 0
		SP:Iteration 13F (10816.150000 sec): 3 clusters
  Score: Raw -72291.680752 + Penalty 3164.540778 = -69127.139973
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10816.240000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10816.400000 sec): 3 clusters
  Score: Raw -29608.947279 + Penalty 2632.900778 = -26976.046501
  nChanged 14
		SP:Iteration 1F (10816.580000 sec): 3 clusters
  Score: Raw -29670.834417 + Penalty 2632.900778 = -27037.933640
  nChanged 2
		SP:Iteration 2Q (10816.740000 sec): 3 clusters
  Score: Raw -29687.136145 + Penalty 2632.900778 = -27054.235367
  nChanged 2
		SP:Iteration 3Q (10816.920000 sec): 3 clusters
  Score: Raw -29700.354285 + Penalty 2632.900778 = -27067.453507
  nChanged 0
		SP:Iteration 4F (10817.060000 sec): 3 clusters
  Score: Raw -29700.354285 + Penalty 2632.900778 = -27067.453507
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10817.140000 sec): 2 clusters
  Score: Raw -253175.849116 + Penalty 1824.515724 = -251351.333392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10817.310000 sec): 3 clusters
  Score: Raw -252674.599999 + Penalty 3649.031448 = -249025.568551
  nChanged 485
		SP:Iteration 1F (10817.530000 sec): 3 clusters
  Score: Raw -253346.767238 + Penalty 3649.031448 = -249697.735790
  nChanged 176
		SP:Iteration 2F (10817.680000 sec): 3 clusters
  Score: Raw -253795.032677 + Penalty 3649.031448 = -250146.001229
  nChanged 129
		SP:Iteration 3F (10817.840000 sec): 3 clusters
  Score: Raw -254097.287431 + Penalty 3649.031448 = -250448.255983
  nChanged 99
		SP:Iteration 4F (10818.000000 sec): 3 clusters
  Score: Raw -254369.672891 + Penalty 3649.031448 = -250720.641443
  nChanged 87
		SP:Iteration 5F (10818.140000 sec): 3 clusters
  Score: Raw -254575.211619 + Penalty 3649.031448 = -250926.180171
  nChanged 65
		SP:Iteration 6Q (10818.300000 sec): 3 clusters
  Score: Raw -254699.984410 + Penalty 3649.031448 = -251050.952962
  nChanged 43
		SP:Iteration 7Q (10818.460000 sec): 3 clusters
  Score: Raw -254765.260259 + Penalty 3649.031448 = -251116.228811
  nChanged 35
		SP:Iteration 8Q (10818.620000 sec): 3 clusters
  Score: Raw -254817.657710 + Penalty 3649.031448 = -251168.626262
  nChanged 27
		SP:Iteration 9Q (10818.660000 sec): 3 clusters
  Score: Raw -254848.122625 + Penalty 3649.031448 = -251199.091176
  nChanged 10
		SP:Iteration 10Q (10818.830000 sec): 3 clusters
  Score: Raw -254857.561084 + Penalty 3649.031448 = -251208.529636
  nChanged 6
		SP:Iteration 11Q (10819.040000 sec): 3 clusters
  Score: Raw -254864.623549 + Penalty 3649.031448 = -251215.592101
  nChanged 6
		SP:Iteration 12Q (10819.200000 sec): 3 clusters
  Score: Raw -254876.940380 + Penalty 3649.031448 = -251227.908932
  nChanged 2
		SP:Iteration 13Q (10819.440000 sec): 3 clusters
  Score: Raw -254879.321219 + Penalty 3649.031448 = -251230.289771
  nChanged 2
		SP:Iteration 14Q (10819.620000 sec): 3 clusters
  Score: Raw -254882.207560 + Penalty 3649.031448 = -251233.176112
  nChanged 3
		SP:Iteration 15Q (10819.790000 sec): 3 clusters
  Score: Raw -254885.379287 + Penalty 3649.031448 = -251236.347839
  nChanged 5
		SP:Iteration 16Q (10820.050000 sec): 3 clusters
  Score: Raw -254890.827167 + Penalty 3649.031448 = -251241.795719
  nChanged 5
		SP:Iteration 17Q (10820.240000 sec): 3 clusters
  Score: Raw -254894.607833 + Penalty 3649.031448 = -251245.576385
  nChanged 3
		SP:Iteration 18Q (10820.370000 sec): 3 clusters
  Score: Raw -254897.803621 + Penalty 3649.031448 = -251248.772173
  nChanged 2
		SP:Iteration 19Q (10820.510000 sec): 3 clusters
  Score: Raw -254899.215256 + Penalty 3649.031448 = -251250.183807
  nChanged 0
		SP:Iteration 20F (10820.620000 sec): 3 clusters
  Score: Raw -254899.215256 + Penalty 3649.031448 = -251250.183807
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10820.690000 sec): 2 clusters
  Score: Raw -164066.490673 + Penalty 1706.844493 = -162359.646180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10820.860000 sec): 3 clusters
  Score: Raw -163915.508981 + Penalty 3413.688986 = -160501.819996
  nChanged 237
		SP:Iteration 1F (10821.040000 sec): 3 clusters
  Score: Raw -164195.485648 + Penalty 3413.688986 = -160781.796662
  nChanged 55
		SP:Iteration 2F (10821.200000 sec): 3 clusters
  Score: Raw -164265.526936 + Penalty 3413.688986 = -160851.837950
  nChanged 19
		SP:Iteration 3Q (10821.370000 sec): 3 clusters
  Score: Raw -164290.847463 + Penalty 3413.688986 = -160877.158477
  nChanged 11
		SP:Iteration 4Q (10821.520000 sec): 3 clusters
  Score: Raw -164302.349857 + Penalty 3413.688986 = -160888.660872
  nChanged 9
		SP:Iteration 5Q (10821.690000 sec): 3 clusters
  Score: Raw -164317.442217 + Penalty 3413.688986 = -160903.753231
  nChanged 14
		SP:Iteration 6Q (10821.890000 sec): 3 clusters
  Score: Raw -164336.558573 + Penalty 3413.688986 = -160922.869587
  nChanged 7
		SP:Iteration 7Q (10822.060000 sec): 3 clusters
  Score: Raw -164343.347072 + Penalty 3413.688986 = -160929.658086
  nChanged 3
		SP:Iteration 8Q (10822.220000 sec): 3 clusters
  Score: Raw -164349.720318 + Penalty 3413.688986 = -160936.031333
  nChanged 5
		SP:Iteration 9Q (10822.420000 sec): 3 clusters
  Score: Raw -164357.719365 + Penalty 3413.688986 = -160944.030379
  nChanged 2
		SP:Iteration 10Q (10822.600000 sec): 3 clusters
  Score: Raw -164361.026548 + Penalty 3413.688986 = -160947.337563
  nChanged 3
		SP:Iteration 11Q (10822.790000 sec): 3 clusters
  Score: Raw -164366.311754 + Penalty 3413.688986 = -160952.622769
  nChanged 0
		SP:Iteration 12F (10822.940000 sec): 3 clusters
  Score: Raw -164366.311754 + Penalty 3413.688986 = -160952.622769
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10823.040000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10823.190000 sec): 3 clusters
  Score: Raw -76329.361532 + Penalty 3063.230166 = -73266.131366
  nChanged 83
		SP:Iteration 1F (10823.330000 sec): 3 clusters
  Score: Raw -76527.632338 + Penalty 3063.230166 = -73464.402172
  nChanged 24
		SP:Iteration 2Q (10823.420000 sec): 3 clusters
  Score: Raw -76582.424811 + Penalty 3063.230166 = -73519.194645
  nChanged 11
		SP:Iteration 3Q (10823.570000 sec): 3 clusters
  Score: Raw -76604.250718 + Penalty 3063.230166 = -73541.020552
  nChanged 6
		SP:Iteration 4Q (10823.710000 sec): 3 clusters
  Score: Raw -76626.250915 + Penalty 3063.230166 = -73563.020749
  nChanged 3
		SP:Iteration 5Q (10823.860000 sec): 3 clusters
  Score: Raw -76633.593516 + Penalty 3063.230166 = -73570.363350
  nChanged 2
		SP:Iteration 6Q (10823.950000 sec): 3 clusters
  Score: Raw -76637.728769 + Penalty 3063.230166 = -73574.498603
  nChanged 4
		SP:Iteration 7Q (10824.090000 sec): 3 clusters
  Score: Raw -76645.846935 + Penalty 3063.230166 = -73582.616769
  nChanged 2
		SP:Iteration 8Q (10824.200000 sec): 3 clusters
  Score: Raw -76650.274683 + Penalty 3063.230166 = -73587.044517
  nChanged 2
		SP:Iteration 9Q (10824.340000 sec): 3 clusters
  Score: Raw -76652.966970 + Penalty 3063.230166 = -73589.736804
  nChanged 2
		SP:Iteration 10Q (10824.550000 sec): 3 clusters
  Score: Raw -76655.390201 + Penalty 3063.230166 = -73592.160035
  nChanged 0
		SP:Iteration 11F (10824.740000 sec): 3 clusters
  Score: Raw -76655.390201 + Penalty 3063.230166 = -73592.160035
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10824.820000 sec): 2 clusters
  Score: Raw -34856.469177 + Penalty 1349.719592 = -33506.749585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10824.950000 sec): 3 clusters
  Score: Raw -35016.051501 + Penalty 2699.439184 = -32316.612317
  nChanged 19
		SP:Iteration 1F (10825.090000 sec): 3 clusters
  Score: Raw -35166.678875 + Penalty 2699.439184 = -32467.239691
  nChanged 8
		SP:Iteration 2Q (10825.190000 sec): 3 clusters
  Score: Raw -35619.856947 + Penalty 2699.439184 = -32920.417762
  nChanged 15
		SP:Iteration 3F (10825.320000 sec): 3 clusters
  Score: Raw -35724.409037 + Penalty 2699.439184 = -33024.969853
  nChanged 11
		SP:Iteration 4Q (10825.430000 sec): 3 clusters
  Score: Raw -35823.901870 + Penalty 2699.439184 = -33124.462686
  nChanged 5
		SP:Iteration 5Q (10825.510000 sec): 3 clusters
  Score: Raw -35884.419832 + Penalty 2699.439184 = -33184.980647
  nChanged 2
		SP:Iteration 6Q (10825.660000 sec): 3 clusters
  Score: Raw -35893.795824 + Penalty 2699.439184 = -33194.356639
  nChanged 0
		SP:Iteration 7F (10825.800000 sec): 3 clusters
  Score: Raw -35893.795824 + Penalty 2699.439184 = -33194.356639
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10825.840000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10825.980000 sec): 3 clusters
  Score: Raw -39882.465558 + Penalty 2769.414169 = -37113.051388
  nChanged 20
		SP:Iteration 1F (10826.090000 sec): 3 clusters
  Score: Raw -39960.467646 + Penalty 2769.414169 = -37191.053477
  nChanged 8
		SP:Iteration 2Q (10826.220000 sec): 3 clusters
  Score: Raw -40001.422355 + Penalty 2769.414169 = -37232.008186
  nChanged 3
		SP:Iteration 3Q (10826.320000 sec): 3 clusters
  Score: Raw -40032.079085 + Penalty 2769.414169 = -37262.664916
  nChanged 3
		SP:Iteration 4Q (10826.450000 sec): 3 clusters
  Score: Raw -40047.574068 + Penalty 2769.414169 = -37278.159899
  nChanged 2
		SP:Iteration 5Q (10826.650000 sec): 3 clusters
  Score: Raw -40055.728930 + Penalty 2769.414169 = -37286.314761
  nChanged 1
		SP:Iteration 6Q (10826.810000 sec): 3 clusters
  Score: Raw -40060.351224 + Penalty 2769.414169 = -37290.937055
  nChanged 1
		SP:Iteration 7Q (10826.980000 sec): 3 clusters
  Score: Raw -40062.754578 + Penalty 2769.414169 = -37293.340409
  nChanged 1
		SP:Iteration 8Q (10827.150000 sec): 3 clusters
  Score: Raw -40072.387155 + Penalty 2769.414169 = -37302.972986
  nChanged 1
		SP:Iteration 9Q (10827.320000 sec): 3 clusters
  Score: Raw -40079.964354 + Penalty 2769.414169 = -37310.550185
  nChanged 1
		SP:Iteration 10Q (10827.440000 sec): 3 clusters
  Score: Raw -40084.029349 + Penalty 2769.414169 = -37314.615180
  nChanged 0
		SP:Iteration 11F (10827.610000 sec): 3 clusters
  Score: Raw -40084.029349 + Penalty 2769.414169 = -37314.615180
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10827.720000 sec): 2 clusters
  Score: Raw -393391.103930 + Penalty 1927.538231 = -391463.565699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10827.940000 sec): 3 clusters
  Score: Raw -392496.135459 + Penalty 3855.076461 = -388641.058998
  nChanged 789
		SP:Iteration 1F (10828.150000 sec): 3 clusters
  Score: Raw -393096.411413 + Penalty 3855.076461 = -389241.334951
  nChanged 191
		SP:Iteration 2F (10828.320000 sec): 3 clusters
  Score: Raw -393278.174812 + Penalty 3855.076461 = -389423.098350
  nChanged 122
		SP:Iteration 3F (10828.480000 sec): 3 clusters
  Score: Raw -393406.460765 + Penalty 3855.076461 = -389551.384304
  nChanged 105
		SP:Iteration 4Q (10828.620000 sec): 3 clusters
  Score: Raw -393524.213476 + Penalty 3855.076461 = -389669.137015
  nChanged 88
		SP:Iteration 5Q (10828.830000 sec): 3 clusters
  Score: Raw -393631.990575 + Penalty 3855.076461 = -389776.914113
  nChanged 109
		SP:Iteration 6Q (10829.000000 sec): 3 clusters
  Score: Raw -393777.754534 + Penalty 3855.076461 = -389922.678072
  nChanged 92
		SP:Iteration 7Q (10829.180000 sec): 3 clusters
  Score: Raw -393883.244973 + Penalty 3855.076461 = -390028.168512
  nChanged 89
		SP:Iteration 8Q (10829.340000 sec): 3 clusters
  Score: Raw -393993.778540 + Penalty 3855.076461 = -390138.702078
  nChanged 82
		SP:Iteration 9Q (10829.520000 sec): 3 clusters
  Score: Raw -394098.281818 + Penalty 3855.076461 = -390243.205357
  nChanged 80
		SP:Iteration 10Q (10829.690000 sec): 3 clusters
  Score: Raw -394185.854129 + Penalty 3855.076461 = -390330.777667
  nChanged 58
		SP:Iteration 11Q (10829.860000 sec): 3 clusters
  Score: Raw -394256.743320 + Penalty 3855.076461 = -390401.666858
  nChanged 47
		SP:Iteration 12Q (10829.990000 sec): 3 clusters
  Score: Raw -394310.856818 + Penalty 3855.076461 = -390455.780356
  nChanged 38
		SP:Iteration 13Q (10830.140000 sec): 3 clusters
  Score: Raw -394354.328377 + Penalty 3855.076461 = -390499.251916
  nChanged 36
		SP:Iteration 14Q (10830.290000 sec): 3 clusters
  Score: Raw -394389.945052 + Penalty 3855.076461 = -390534.868590
  nChanged 36
		SP:Iteration 15Q (10830.450000 sec): 3 clusters
  Score: Raw -394414.593569 + Penalty 3855.076461 = -390559.517107
  nChanged 23
		SP:Iteration 16Q (10830.620000 sec): 3 clusters
  Score: Raw -394434.648176 + Penalty 3855.076461 = -390579.571715
  nChanged 25
		SP:Iteration 17Q (10830.820000 sec): 3 clusters
  Score: Raw -394448.445204 + Penalty 3855.076461 = -390593.368743
  nChanged 11
		SP:Iteration 18Q (10831.010000 sec): 3 clusters
  Score: Raw -394455.061666 + Penalty 3855.076461 = -390599.985205
  nChanged 16
		SP:Iteration 19Q (10831.180000 sec): 3 clusters
  Score: Raw -394464.240418 + Penalty 3855.076461 = -390609.163957
  nChanged 16
		SP:Iteration 20F (10831.300000 sec): 3 clusters
  Score: Raw -394473.738222 + Penalty 3855.076461 = -390618.661761
  nChanged 18
		SP:Iteration 21Q (10831.440000 sec): 3 clusters
  Score: Raw -394488.676253 + Penalty 3855.076461 = -390633.599791
  nChanged 18
		SP:Iteration 22Q (10831.610000 sec): 3 clusters
  Score: Raw -394500.316908 + Penalty 3855.076461 = -390645.240447
  nChanged 20
		SP:Iteration 23Q (10831.760000 sec): 3 clusters
  Score: Raw -394518.998651 + Penalty 3855.076461 = -390663.922190
  nChanged 21
		SP:Iteration 24Q (10831.900000 sec): 3 clusters
  Score: Raw -394539.976197 + Penalty 3855.076461 = -390684.899736
  nChanged 24
		SP:Iteration 25Q (10832.040000 sec): 3 clusters
  Score: Raw -394561.645767 + Penalty 3855.076461 = -390706.569305
  nChanged 28
		SP:Iteration 26Q (10832.160000 sec): 3 clusters
  Score: Raw -394588.543357 + Penalty 3855.076461 = -390733.466896
  nChanged 26
		SP:Iteration 27Q (10832.340000 sec): 3 clusters
  Score: Raw -394604.212859 + Penalty 3855.076461 = -390749.136398
  nChanged 15
		SP:Iteration 28Q (10832.550000 sec): 3 clusters
  Score: Raw -394612.158433 + Penalty 3855.076461 = -390757.081971
  nChanged 7
		SP:Iteration 29Q (10832.750000 sec): 3 clusters
  Score: Raw -394618.656227 + Penalty 3855.076461 = -390763.579765
  nChanged 9
		SP:Iteration 30Q (10832.950000 sec): 3 clusters
  Score: Raw -394628.906393 + Penalty 3855.076461 = -390773.829932
  nChanged 7
		SP:Iteration 31Q (10833.140000 sec): 3 clusters
  Score: Raw -394632.982619 + Penalty 3855.076461 = -390777.906158
  nChanged 9
		SP:Iteration 32Q (10833.280000 sec): 3 clusters
  Score: Raw -394637.196805 + Penalty 3855.076461 = -390782.120344
  nChanged 4
		SP:Iteration 33Q (10833.480000 sec): 3 clusters
  Score: Raw -394638.904156 + Penalty 3855.076461 = -390783.827694
  nChanged 0
		SP:Iteration 34F (10833.660000 sec): 3 clusters
  Score: Raw -394638.904156 + Penalty 3855.076461 = -390783.827694
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10833.790000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10833.930000 sec): 3 clusters
  Score: Raw -77065.368699 + Penalty 3049.640275 = -74015.728424
  nChanged 66
		SP:Iteration 1F (10834.050000 sec): 3 clusters
  Score: Raw -77212.645628 + Penalty 3049.640275 = -74163.005353
  nChanged 20
		SP:Iteration 2Q (10834.220000 sec): 3 clusters
  Score: Raw -77279.613663 + Penalty 3049.640275 = -74229.973388
  nChanged 9
		SP:Iteration 3Q (10834.410000 sec): 3 clusters
  Score: Raw -77328.217511 + Penalty 3049.640275 = -74278.577236
  nChanged 10
		SP:Iteration 4Q (10834.540000 sec): 3 clusters
  Score: Raw -77374.875647 + Penalty 3049.640275 = -74325.235373
  nChanged 12
		SP:Iteration 5Q (10834.680000 sec): 3 clusters
  Score: Raw -77425.761221 + Penalty 3049.640275 = -74376.120946
  nChanged 8
		SP:Iteration 6Q (10834.900000 sec): 3 clusters
  Score: Raw -77457.266359 + Penalty 3049.640275 = -74407.626084
  nChanged 12
		SP:Iteration 7Q (10835.070000 sec): 3 clusters
  Score: Raw -77498.959133 + Penalty 3049.640275 = -74449.318859
  nChanged 13
		SP:Iteration 8Q (10835.230000 sec): 3 clusters
  Score: Raw -77539.365794 + Penalty 3049.640275 = -74489.725519
  nChanged 9
		SP:Iteration 9Q (10835.430000 sec): 3 clusters
  Score: Raw -77575.493076 + Penalty 3049.640275 = -74525.852801
  nChanged 2
		SP:Iteration 10Q (10835.550000 sec): 3 clusters
  Score: Raw -77581.680020 + Penalty 3049.640275 = -74532.039745
  nChanged 0
		SP:Iteration 11F (10835.720000 sec): 3 clusters
  Score: Raw -77581.680020 + Penalty 3049.640275 = -74532.039745
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10835.830000 sec): 2 clusters
  Score: Raw -651335.575274 + Penalty 2036.447763 = -649299.127511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10835.990000 sec): 3 clusters
  Score: Raw -649725.796211 + Penalty 4072.895527 = -645652.900685
  nChanged 1335
		SP:Iteration 1F (10836.150000 sec): 3 clusters
  Score: Raw -650603.129360 + Penalty 4072.895527 = -646530.233834
  nChanged 299
		SP:Iteration 2F (10836.300000 sec): 3 clusters
  Score: Raw -650864.972931 + Penalty 4072.895527 = -646792.077405
  nChanged 213
		SP:Iteration 3F (10836.460000 sec): 3 clusters
  Score: Raw -651042.190431 + Penalty 4072.895527 = -646969.294904
  nChanged 191
		SP:Iteration 4F (10836.620000 sec): 3 clusters
  Score: Raw -651189.830041 + Penalty 4072.895527 = -647116.934515
  nChanged 151
		SP:Iteration 5Q (10836.780000 sec): 3 clusters
  Score: Raw -651315.926252 + Penalty 4072.895527 = -647243.030725
  nChanged 145
		SP:Iteration 6Q (10836.940000 sec): 3 clusters
  Score: Raw -651432.376501 + Penalty 4072.895527 = -647359.480975
  nChanged 122
		SP:Iteration 7Q (10837.090000 sec): 3 clusters
  Score: Raw -651535.900058 + Penalty 4072.895527 = -647463.004532
  nChanged 118
		SP:Iteration 8Q (10837.250000 sec): 3 clusters
  Score: Raw -651630.258040 + Penalty 4072.895527 = -647557.362514
  nChanged 103
		SP:Iteration 9Q (10837.400000 sec): 3 clusters
  Score: Raw -651707.590818 + Penalty 4072.895527 = -647634.695291
  nChanged 82
		SP:Iteration 10Q (10837.560000 sec): 3 clusters
  Score: Raw -651764.027927 + Penalty 4072.895527 = -647691.132400
  nChanged 58
		SP:Iteration 11Q (10837.720000 sec): 3 clusters
  Score: Raw -651799.159833 + Penalty 4072.895527 = -647726.264306
  nChanged 40
		SP:Iteration 12Q (10837.880000 sec): 3 clusters
  Score: Raw -651827.090005 + Penalty 4072.895527 = -647754.194478
  nChanged 44
		SP:Iteration 13Q (10838.040000 sec): 3 clusters
  Score: Raw -651850.737661 + Penalty 4072.895527 = -647777.842135
  nChanged 24
		SP:Iteration 14Q (10838.190000 sec): 3 clusters
  Score: Raw -651861.590403 + Penalty 4072.895527 = -647788.694877
  nChanged 17
		SP:Iteration 15Q (10838.350000 sec): 3 clusters
  Score: Raw -651869.848722 + Penalty 4072.895527 = -647796.953196
  nChanged 21
		SP:Iteration 16Q (10838.510000 sec): 3 clusters
  Score: Raw -651879.603235 + Penalty 4072.895527 = -647806.707708
  nChanged 16
		SP:Iteration 17Q (10838.670000 sec): 3 clusters
  Score: Raw -651886.496484 + Penalty 4072.895527 = -647813.600958
  nChanged 12
		SP:Iteration 18Q (10838.820000 sec): 3 clusters
  Score: Raw -651893.783253 + Penalty 4072.895527 = -647820.887726
  nChanged 20
		SP:Iteration 19Q (10838.970000 sec): 3 clusters
  Score: Raw -651904.708489 + Penalty 4072.895527 = -647831.812963
  nChanged 15
		SP:Iteration 20F (10839.120000 sec): 3 clusters
  Score: Raw -651912.456296 + Penalty 4072.895527 = -647839.560769
  nChanged 12
		SP:Iteration 21Q (10839.260000 sec): 3 clusters
  Score: Raw -651917.775767 + Penalty 4072.895527 = -647844.880241
  nChanged 8
		SP:Iteration 22Q (10839.410000 sec): 3 clusters
  Score: Raw -651921.604334 + Penalty 4072.895527 = -647848.708807
  nChanged 9
		SP:Iteration 23Q (10839.550000 sec): 3 clusters
  Score: Raw -651924.639933 + Penalty 4072.895527 = -647851.744406
  nChanged 2
		SP:Iteration 24Q (10839.700000 sec): 3 clusters
  Score: Raw -651925.870942 + Penalty 4072.895527 = -647852.975416
  nChanged 3
		SP:Iteration 25Q (10839.860000 sec): 3 clusters
  Score: Raw -651927.951593 + Penalty 4072.895527 = -647855.056067
  nChanged 6
		SP:Iteration 26Q (10840.000000 sec): 3 clusters
  Score: Raw -651929.755351 + Penalty 4072.895527 = -647856.859824
  nChanged 2
		SP:Iteration 27Q (10840.160000 sec): 3 clusters
  Score: Raw -651930.468631 + Penalty 4072.895527 = -647857.573104
  nChanged 2
		SP:Iteration 28Q (10840.320000 sec): 3 clusters
  Score: Raw -651931.050440 + Penalty 4072.895527 = -647858.154914
  nChanged 1
		SP:Iteration 29Q (10840.490000 sec): 3 clusters
  Score: Raw -651931.575748 + Penalty 4072.895527 = -647858.680222
  nChanged 1
		SP:Iteration 30Q (10840.650000 sec): 3 clusters
  Score: Raw -651931.860898 + Penalty 4072.895527 = -647858.965372
  nChanged 3
		SP:Iteration 31Q (10840.810000 sec): 3 clusters
  Score: Raw -651932.977062 + Penalty 4072.895527 = -647860.081536
  nChanged 0
		SP:Iteration 32F (10840.970000 sec): 3 clusters
  Score: Raw -651932.977062 + Penalty 4072.895527 = -647860.081536
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10841.050000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10841.210000 sec): 3 clusters
  Score: Raw -191913.198821 + Penalty 3495.568542 = -188417.630280
  nChanged 303
		SP:Iteration 1F (10841.370000 sec): 3 clusters
  Score: Raw -192237.674735 + Penalty 3495.568542 = -188742.106194
  nChanged 71
		SP:Iteration 2F (10841.540000 sec): 3 clusters
  Score: Raw -192322.382707 + Penalty 3495.568542 = -188826.814165
  nChanged 41
		SP:Iteration 3Q (10841.700000 sec): 3 clusters
  Score: Raw -192369.932298 + Penalty 3495.568542 = -188874.363757
  nChanged 27
		SP:Iteration 4Q (10841.860000 sec): 3 clusters
  Score: Raw -192396.421452 + Penalty 3495.568542 = -188900.852910
  nChanged 10
		SP:Iteration 5Q (10842.030000 sec): 3 clusters
  Score: Raw -192406.080130 + Penalty 3495.568542 = -188910.511588
  nChanged 6
		SP:Iteration 6Q (10842.200000 sec): 3 clusters
  Score: Raw -192411.577645 + Penalty 3495.568542 = -188916.009104
  nChanged 5
		SP:Iteration 7Q (10842.350000 sec): 3 clusters
  Score: Raw -192414.346871 + Penalty 3495.568542 = -188918.778329
  nChanged 2
		SP:Iteration 8Q (10842.520000 sec): 3 clusters
  Score: Raw -192417.516706 + Penalty 3495.568542 = -188921.948165
  nChanged 2
		SP:Iteration 9Q (10842.680000 sec): 3 clusters
  Score: Raw -192419.670287 + Penalty 3495.568542 = -188924.101746
  nChanged 3
		SP:Iteration 10Q (10842.840000 sec): 3 clusters
  Score: Raw -192421.577544 + Penalty 3495.568542 = -188926.009002
  nChanged 2
		SP:Iteration 11Q (10843.000000 sec): 3 clusters
  Score: Raw -192423.960544 + Penalty 3495.568542 = -188928.392002
  nChanged 2
		SP:Iteration 12Q (10843.170000 sec): 3 clusters
  Score: Raw -192424.968718 + Penalty 3495.568542 = -188929.400176
  nChanged 3
		SP:Iteration 13Q (10843.330000 sec): 3 clusters
  Score: Raw -192427.212709 + Penalty 3495.568542 = -188931.644168
  nChanged 2
		SP:Iteration 14Q (10843.490000 sec): 3 clusters
  Score: Raw -192428.854041 + Penalty 3495.568542 = -188933.285499
  nChanged 0
		SP:Iteration 15F (10843.650000 sec): 3 clusters
  Score: Raw -192428.854041 + Penalty 3495.568542 = -188933.285499
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10843.730000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10843.920000 sec): 3 clusters
  Score: Raw -21043.530929 + Penalty 2458.090221 = -18585.440709
  nChanged 9
		SP:Iteration 1F (10844.130000 sec): 3 clusters
  Score: Raw -21095.724310 + Penalty 2458.090221 = -18637.634089
  nChanged 4
		SP:Iteration 2Q (10844.280000 sec): 3 clusters
  Score: Raw -21114.115363 + Penalty 2458.090221 = -18656.025142
  nChanged 0
		SP:Iteration 3F (10844.480000 sec): 3 clusters
  Score: Raw -21114.115363 + Penalty 2458.090221 = -18656.025142
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10844.580000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10844.720000 sec): 3 clusters
  Score: Raw -52781.928706 + Penalty 2857.977486 = -49923.951220
  nChanged 31
		SP:Iteration 1F (10844.880000 sec): 3 clusters
  Score: Raw -52883.704383 + Penalty 2857.977486 = -50025.726897
  nChanged 5
		SP:Iteration 2Q (10845.030000 sec): 3 clusters
  Score: Raw -52904.403314 + Penalty 2857.977486 = -50046.425828
  nChanged 1
		SP:Iteration 3Q (10845.210000 sec): 3 clusters
  Score: Raw -52907.437251 + Penalty 2857.977486 = -50049.459766
  nChanged 0
		SP:Iteration 4F (10845.390000 sec): 3 clusters
  Score: Raw -52907.437251 + Penalty 2857.977486 = -50049.459766
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10845.460000 sec): 2 clusters
  Score: Raw -19072.593341 + Penalty 1252.364290 = -17820.229051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10845.610000 sec): 3 clusters
  Score: Raw -19464.041025 + Penalty 2504.728580 = -16959.312446
  nChanged 17
		SP:Iteration 1F (10845.760000 sec): 3 clusters
  Score: Raw -19662.051633 + Penalty 2504.728580 = -17157.323054
  nChanged 8
		SP:Iteration 2F (10845.940000 sec): 3 clusters
  Score: Raw -19751.594934 + Penalty 2504.728580 = -17246.866355
  nChanged 4
		SP:Iteration 3Q (10846.120000 sec): 3 clusters
  Score: Raw -19804.858076 + Penalty 2504.728580 = -17300.129496
  nChanged 1
		SP:Iteration 4Q (10846.330000 sec): 3 clusters
  Score: Raw -19816.747610 + Penalty 2504.728580 = -17312.019031
  nChanged 0
		SP:Iteration 5F (10846.510000 sec): 3 clusters
  Score: Raw -19816.747610 + Penalty 2504.728580 = -17312.019031
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10846.650000 sec): 2 clusters
  Score: Raw -151915.478764 + Penalty 1692.444670 = -150223.034093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10846.810000 sec): 3 clusters
  Score: Raw -151777.223655 + Penalty 3384.889340 = -148392.334315
  nChanged 256
		SP:Iteration 1F (10847.050000 sec): 3 clusters
  Score: Raw -152125.678510 + Penalty 3384.889340 = -148740.789170
  nChanged 60
		SP:Iteration 2F (10847.240000 sec): 3 clusters
  Score: Raw -152227.981880 + Penalty 3384.889340 = -148843.092539
  nChanged 33
		SP:Iteration 3Q (10847.370000 sec): 3 clusters
  Score: Raw -152305.845546 + Penalty 3384.889340 = -148920.956205
  nChanged 44
		SP:Iteration 4Q (10847.580000 sec): 3 clusters
  Score: Raw -152415.941344 + Penalty 3384.889340 = -149031.052004
  nChanged 59
		SP:Iteration 5F (10847.780000 sec): 3 clusters
  Score: Raw -152555.261281 + Penalty 3384.889340 = -149170.371941
  nChanged 47
		SP:Iteration 6F (10847.990000 sec): 3 clusters
  Score: Raw -152697.514544 + Penalty 3384.889340 = -149312.625204
  nChanged 48
		SP:Iteration 7F (10848.170000 sec): 3 clusters
  Score: Raw -152841.942313 + Penalty 3384.889340 = -149457.052972
  nChanged 40
		SP:Iteration 8Q (10848.310000 sec): 3 clusters
  Score: Raw -152937.831805 + Penalty 3384.889340 = -149552.942465
  nChanged 23
		SP:Iteration 9Q (10848.440000 sec): 3 clusters
  Score: Raw -153020.840414 + Penalty 3384.889340 = -149635.951074
  nChanged 24
		SP:Iteration 10Q (10848.560000 sec): 3 clusters
  Score: Raw -153133.044789 + Penalty 3384.889340 = -149748.155449
  nChanged 27
		SP:Iteration 11Q (10848.700000 sec): 3 clusters
  Score: Raw -153234.461480 + Penalty 3384.889340 = -149849.572139
  nChanged 25
		SP:Iteration 12Q (10848.800000 sec): 3 clusters
  Score: Raw -153302.505632 + Penalty 3384.889340 = -149917.616292
  nChanged 14
		SP:Iteration 13Q (10848.940000 sec): 3 clusters
  Score: Raw -153335.228871 + Penalty 3384.889340 = -149950.339530
  nChanged 14
		SP:Iteration 14Q (10849.100000 sec): 3 clusters
  Score: Raw -153366.692547 + Penalty 3384.889340 = -149981.803206
  nChanged 11
		SP:Iteration 15Q (10849.260000 sec): 3 clusters
  Score: Raw -153400.856724 + Penalty 3384.889340 = -150015.967384
  nChanged 12
		SP:Iteration 16Q (10849.380000 sec): 3 clusters
  Score: Raw -153435.303644 + Penalty 3384.889340 = -150050.414304
  nChanged 9
		SP:Iteration 17Q (10849.540000 sec): 3 clusters
  Score: Raw -153465.271005 + Penalty 3384.889340 = -150080.381665
  nChanged 6
		SP:Iteration 18Q (10849.710000 sec): 3 clusters
  Score: Raw -153478.530004 + Penalty 3384.889340 = -150093.640664
  nChanged 3
		SP:Iteration 19Q (10849.920000 sec): 3 clusters
  Score: Raw -153483.012816 + Penalty 3384.889340 = -150098.123476
  nChanged 3
		SP:Iteration 20F (10850.070000 sec): 3 clusters
  Score: Raw -153487.601504 + Penalty 3384.889340 = -150102.712164
  nChanged 5
		SP:Iteration 21Q (10850.240000 sec): 3 clusters
  Score: Raw -153499.665352 + Penalty 3384.889340 = -150114.776011
  nChanged 2
		SP:Iteration 22Q (10850.440000 sec): 3 clusters
  Score: Raw -153503.765176 + Penalty 3384.889340 = -150118.875836
  nChanged 3
		SP:Iteration 23Q (10850.620000 sec): 3 clusters
  Score: Raw -153514.600268 + Penalty 3384.889340 = -150129.710928
  nChanged 5
		SP:Iteration 24Q (10850.740000 sec): 3 clusters
  Score: Raw -153531.629450 + Penalty 3384.889340 = -150146.740109
  nChanged 5
		SP:Iteration 25Q (10850.920000 sec): 3 clusters
  Score: Raw -153545.018778 + Penalty 3384.889340 = -150160.129438
  nChanged 3
		SP:Iteration 26Q (10851.070000 sec): 3 clusters
  Score: Raw -153554.861584 + Penalty 3384.889340 = -150169.972244
  nChanged 4
		SP:Iteration 27Q (10851.220000 sec): 3 clusters
  Score: Raw -153568.620918 + Penalty 3384.889340 = -150183.731577
  nChanged 3
		SP:Iteration 28Q (10851.310000 sec): 3 clusters
  Score: Raw -153577.285179 + Penalty 3384.889340 = -150192.395838
  nChanged 2
		SP:Iteration 29Q (10851.460000 sec): 3 clusters
  Score: Raw -153580.661737 + Penalty 3384.889340 = -150195.772397
  nChanged 2
		SP:Iteration 30Q (10851.550000 sec): 3 clusters
  Score: Raw -153584.415373 + Penalty 3384.889340 = -150199.526032
  nChanged 2
		SP:Iteration 31Q (10851.650000 sec): 3 clusters
  Score: Raw -153589.831094 + Penalty 3384.889340 = -150204.941754
  nChanged 2
		SP:Iteration 32Q (10851.780000 sec): 3 clusters
  Score: Raw -153594.158955 + Penalty 3384.889340 = -150209.269615
  nChanged 0
		SP:Iteration 33F (10851.920000 sec): 3 clusters
  Score: Raw -153594.158955 + Penalty 3384.889340 = -150209.269615
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10851.960000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10852.100000 sec): 3 clusters
  Score: Raw -95262.726097 + Penalty 3168.726457 = -92093.999640
  nChanged 122
		SP:Iteration 1F (10852.240000 sec): 3 clusters
  Score: Raw -95571.396489 + Penalty 3168.726457 = -92402.670032
  nChanged 47
		SP:Iteration 2F (10852.330000 sec): 3 clusters
  Score: Raw -95718.664474 + Penalty 3168.726457 = -92549.938017
  nChanged 28
		SP:Iteration 3Q (10852.470000 sec): 3 clusters
  Score: Raw -95774.511927 + Penalty 3168.726457 = -92605.785470
  nChanged 22
		SP:Iteration 4Q (10852.570000 sec): 3 clusters
  Score: Raw -95827.719542 + Penalty 3168.726457 = -92658.993085
  nChanged 15
		SP:Iteration 5Q (10852.670000 sec): 3 clusters
  Score: Raw -95860.864341 + Penalty 3168.726457 = -92692.137884
  nChanged 9
		SP:Iteration 6Q (10852.820000 sec): 3 clusters
  Score: Raw -95875.462775 + Penalty 3168.726457 = -92706.736318
  nChanged 6
		SP:Iteration 7Q (10852.910000 sec): 3 clusters
  Score: Raw -95888.097827 + Penalty 3168.726457 = -92719.371370
  nChanged 5
		SP:Iteration 8Q (10853.060000 sec): 3 clusters
  Score: Raw -95899.653617 + Penalty 3168.726457 = -92730.927160
  nChanged 9
		SP:Iteration 9Q (10853.180000 sec): 3 clusters
  Score: Raw -95915.931259 + Penalty 3168.726457 = -92747.204801
  nChanged 4
		SP:Iteration 10Q (10853.320000 sec): 3 clusters
  Score: Raw -95928.094347 + Penalty 3168.726457 = -92759.367890
  nChanged 6
		SP:Iteration 11Q (10853.480000 sec): 3 clusters
  Score: Raw -95945.155166 + Penalty 3168.726457 = -92776.428709
  nChanged 6
		SP:Iteration 12Q (10853.650000 sec): 3 clusters
  Score: Raw -95962.365803 + Penalty 3168.726457 = -92793.639346
  nChanged 4
		SP:Iteration 13Q (10853.830000 sec): 3 clusters
  Score: Raw -95975.279925 + Penalty 3168.726457 = -92806.553467
  nChanged 1
		SP:Iteration 14Q (10854.030000 sec): 3 clusters
  Score: Raw -95977.813544 + Penalty 3168.726457 = -92809.087087
  nChanged 1
		SP:Iteration 15Q (10854.180000 sec): 3 clusters
  Score: Raw -95980.513722 + Penalty 3168.726457 = -92811.787265
  nChanged 1
		SP:Iteration 16Q (10854.320000 sec): 3 clusters
  Score: Raw -95982.588071 + Penalty 3168.726457 = -92813.861614
  nChanged 0
		SP:Iteration 17F (10854.460000 sec): 3 clusters
  Score: Raw -95982.588071 + Penalty 3168.726457 = -92813.861614
  nChanged 0
Iteration 212F (10932.340000 sec): 58 clusters
  Score: Raw -91390457.355059 + Penalty 185960.488658 = -91204496.866401
  nChanged 40
Iteration 213F (11006.000000 sec): 58 clusters
  Score: Raw -91390658.012682 + Penalty 185960.488658 = -91204697.524024
  nChanged 14
Iteration 214Q (11052.570000 sec): 58 clusters
  Score: Raw -91390738.378057 + Penalty 185960.488658 = -91204777.889399
  nChanged 11
Iteration 215Q (11100.210000 sec): 58 clusters
  Score: Raw -91390783.496635 + Penalty 185960.488658 = -91204823.007977
  nChanged 6
Iteration 216Q (11147.780000 sec): 58 clusters
  Score: Raw -91390812.825435 + Penalty 185960.488658 = -91204852.336777
  nChanged 2
Iteration 217Q (11195.080000 sec): 58 clusters
  Score: Raw -91390812.855491 + Penalty 185960.488658 = -91204852.366833
  nChanged 0
Iteration 218F (11271.240000 sec): 58 clusters
  Score: Raw -91390813.258045 + Penalty 185960.488658 = -91204852.769387
  nChanged 1
Writing temp clu file 
Because OldScore, -91204852.366833, is greater than current (better) Score,-91204852.769387 
 Compute initial score before splitting:   Score: Raw -91390813.258045 + Penalty 185960.488658 = -91204852.769387
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11271.370000 sec): 2 clusters
  Score: Raw -47171.843807 + Penalty 1466.548745 = -45705.295061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11271.530000 sec): 3 clusters
  Score: Raw -47288.848568 + Penalty 2933.097491 = -44355.751078
  nChanged 62
		SP:Iteration 1F (11271.690000 sec): 3 clusters
  Score: Raw -47428.704329 + Penalty 2933.097491 = -44495.606838
  nChanged 12
		SP:Iteration 2Q (11271.850000 sec): 3 clusters
  Score: Raw -47481.613519 + Penalty 2933.097491 = -44548.516028
  nChanged 8
		SP:Iteration 3Q (11272.010000 sec): 3 clusters
  Score: Raw -47499.020542 + Penalty 2933.097491 = -44565.923052
  nChanged 6
		SP:Iteration 4Q (11272.170000 sec): 3 clusters
  Score: Raw -47514.901489 + Penalty 2933.097491 = -44581.803998
  nChanged 1
		SP:Iteration 5Q (11272.330000 sec): 3 clusters
  Score: Raw -47518.760514 + Penalty 2933.097491 = -44585.663023
  nChanged 0
		SP:Iteration 6F (11272.490000 sec): 3 clusters
  Score: Raw -47518.760514 + Penalty 2933.097491 = -44585.663023
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11272.570000 sec): 2 clusters
  Score: Raw -76063.774373 + Penalty 1527.979416 = -74535.794957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11272.730000 sec): 3 clusters
  Score: Raw -76205.486460 + Penalty 3055.958832 = -73149.527628
  nChanged 91
		SP:Iteration 1F (11272.880000 sec): 3 clusters
  Score: Raw -76406.611635 + Penalty 3055.958832 = -73350.652804
  nChanged 21
		SP:Iteration 2Q (11273.100000 sec): 3 clusters
  Score: Raw -76444.976581 + Penalty 3055.958832 = -73389.017750
  nChanged 14
		SP:Iteration 3Q (11273.310000 sec): 3 clusters
  Score: Raw -76469.116524 + Penalty 3055.958832 = -73413.157693
  nChanged 13
		SP:Iteration 4Q (11273.450000 sec): 3 clusters
  Score: Raw -76499.429310 + Penalty 3055.958832 = -73443.470479
  nChanged 9
		SP:Iteration 5Q (11273.630000 sec): 3 clusters
  Score: Raw -76518.343841 + Penalty 3055.958832 = -73462.385010
  nChanged 8
		SP:Iteration 6Q (11273.800000 sec): 3 clusters
  Score: Raw -76535.215546 + Penalty 3055.958832 = -73479.256715
  nChanged 5
		SP:Iteration 7Q (11273.990000 sec): 3 clusters
  Score: Raw -76546.334873 + Penalty 3055.958832 = -73490.376042
  nChanged 1
		SP:Iteration 8Q (11274.170000 sec): 3 clusters
  Score: Raw -76547.701139 + Penalty 3055.958832 = -73491.742308
  nChanged 1
		SP:Iteration 9Q (11274.340000 sec): 3 clusters
  Score: Raw -76564.737609 + Penalty 3055.958832 = -73508.778778
  nChanged 2
		SP:Iteration 10Q (11274.520000 sec): 3 clusters
  Score: Raw -76567.476514 + Penalty 3055.958832 = -73511.517683
  nChanged 1
		SP:Iteration 11Q (11274.670000 sec): 3 clusters
  Score: Raw -76568.882041 + Penalty 3055.958832 = -73512.923209
  nChanged 0
		SP:Iteration 12F (11274.840000 sec): 3 clusters
  Score: Raw -76568.882041 + Penalty 3055.958832 = -73512.923209
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11274.890000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11275.060000 sec): 3 clusters
  Score: Raw -221702.411114 + Penalty 3514.607126 = -218187.803988
  nChanged 333
		SP:Iteration 1F (11275.210000 sec): 3 clusters
  Score: Raw -222034.867684 + Penalty 3514.607126 = -218520.260557
  nChanged 90
		SP:Iteration 2F (11275.400000 sec): 3 clusters
  Score: Raw -222166.778751 + Penalty 3514.607126 = -218652.171625
  nChanged 62
		SP:Iteration 3F (11275.540000 sec): 3 clusters
  Score: Raw -222239.204466 + Penalty 3514.607126 = -218724.597340
  nChanged 33
		SP:Iteration 4Q (11275.700000 sec): 3 clusters
  Score: Raw -222275.577946 + Penalty 3514.607126 = -218760.970820
  nChanged 18
		SP:Iteration 5Q (11275.860000 sec): 3 clusters
  Score: Raw -222297.173125 + Penalty 3514.607126 = -218782.565999
  nChanged 16
		SP:Iteration 6Q (11276.030000 sec): 3 clusters
  Score: Raw -222310.621336 + Penalty 3514.607126 = -218796.014210
  nChanged 7
		SP:Iteration 7Q (11276.180000 sec): 3 clusters
  Score: Raw -222315.810096 + Penalty 3514.607126 = -218801.202969
  nChanged 3
		SP:Iteration 8Q (11276.350000 sec): 3 clusters
  Score: Raw -222319.382008 + Penalty 3514.607126 = -218804.774881
  nChanged 6
		SP:Iteration 9Q (11276.570000 sec): 3 clusters
  Score: Raw -222324.543503 + Penalty 3514.607126 = -218809.936376
  nChanged 3
		SP:Iteration 10Q (11276.700000 sec): 3 clusters
  Score: Raw -222326.685576 + Penalty 3514.607126 = -218812.078450
  nChanged 3
		SP:Iteration 11Q (11276.840000 sec): 3 clusters
  Score: Raw -222328.642016 + Penalty 3514.607126 = -218814.034890
  nChanged 2
		SP:Iteration 12Q (11276.960000 sec): 3 clusters
  Score: Raw -222330.488322 + Penalty 3514.607126 = -218815.881196
  nChanged 2
		SP:Iteration 13Q (11277.090000 sec): 3 clusters
  Score: Raw -222331.821918 + Penalty 3514.607126 = -218817.214791
  nChanged 1
		SP:Iteration 14Q (11277.240000 sec): 3 clusters
  Score: Raw -222332.163046 + Penalty 3514.607126 = -218817.555920
  nChanged 0
		SP:Iteration 15F (11277.460000 sec): 3 clusters
  Score: Raw -222332.163046 + Penalty 3514.607126 = -218817.555920
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11277.580000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11277.710000 sec): 3 clusters
  Score: Raw -27144.450464 + Penalty 2547.356025 = -24597.094439
  nChanged 13
		SP:Iteration 1F (11277.820000 sec): 3 clusters
  Score: Raw -27257.124744 + Penalty 2547.356025 = -24709.768720
  nChanged 3
		SP:Iteration 2Q (11278.040000 sec): 3 clusters
  Score: Raw -27270.580754 + Penalty 2547.356025 = -24723.224729
  nChanged 0
		SP:Iteration 3F (11278.260000 sec): 3 clusters
  Score: Raw -27270.580754 + Penalty 2547.356025 = -24723.224729
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11278.460000 sec): 2 clusters
  Score: Raw -907272.438159 + Penalty 2118.871110 = -905153.567048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11278.640000 sec): 3 clusters
  Score: Raw -904791.191232 + Penalty 4237.742221 = -900553.449011
  nChanged 1956
		SP:Iteration 1F (11278.900000 sec): 3 clusters
  Score: Raw -905876.978335 + Penalty 4237.742221 = -901639.236114
  nChanged 409
		SP:Iteration 2F (11279.140000 sec): 3 clusters
  Score: Raw -906121.417446 + Penalty 4237.742221 = -901883.675225
  nChanged 259
		SP:Iteration 3F (11279.340000 sec): 3 clusters
  Score: Raw -906247.673011 + Penalty 4237.742221 = -902009.930791
  nChanged 205
		SP:Iteration 4Q (11279.600000 sec): 3 clusters
  Score: Raw -906330.318855 + Penalty 4237.742221 = -902092.576634
  nChanged 117
		SP:Iteration 5Q (11279.830000 sec): 3 clusters
  Score: Raw -906377.748634 + Penalty 4237.742221 = -902140.006413
  nChanged 86
		SP:Iteration 6Q (11279.990000 sec): 3 clusters
  Score: Raw -906408.875039 + Penalty 4237.742221 = -902171.132818
  nChanged 58
		SP:Iteration 7Q (11280.210000 sec): 3 clusters
  Score: Raw -906432.162530 + Penalty 4237.742221 = -902194.420310
  nChanged 53
		SP:Iteration 8Q (11280.410000 sec): 3 clusters
  Score: Raw -906445.583807 + Penalty 4237.742221 = -902207.841586
  nChanged 38
		SP:Iteration 9Q (11280.630000 sec): 3 clusters
  Score: Raw -906456.171359 + Penalty 4237.742221 = -902218.429139
  nChanged 35
		SP:Iteration 10Q (11280.800000 sec): 3 clusters
  Score: Raw -906464.941117 + Penalty 4237.742221 = -902227.198896
  nChanged 30
		SP:Iteration 11Q (11280.970000 sec): 3 clusters
  Score: Raw -906476.379535 + Penalty 4237.742221 = -902238.637314
  nChanged 35
		SP:Iteration 12Q (11281.130000 sec): 3 clusters
  Score: Raw -906487.066348 + Penalty 4237.742221 = -902249.324127
  nChanged 28
		SP:Iteration 13Q (11281.360000 sec): 3 clusters
  Score: Raw -906496.289907 + Penalty 4237.742221 = -902258.547687
  nChanged 33
		SP:Iteration 14Q (11281.570000 sec): 3 clusters
  Score: Raw -906505.224423 + Penalty 4237.742221 = -902267.482202
  nChanged 30
		SP:Iteration 15Q (11281.780000 sec): 3 clusters
  Score: Raw -906513.697739 + Penalty 4237.742221 = -902275.955519
  nChanged 33
		SP:Iteration 16Q (11281.990000 sec): 3 clusters
  Score: Raw -906526.012972 + Penalty 4237.742221 = -902288.270751
  nChanged 36
		SP:Iteration 17Q (11282.180000 sec): 3 clusters
  Score: Raw -906542.135386 + Penalty 4237.742221 = -902304.393165
  nChanged 47
		SP:Iteration 18Q (11282.370000 sec): 3 clusters
  Score: Raw -906564.985887 + Penalty 4237.742221 = -902327.243666
  nChanged 61
		SP:Iteration 19Q (11282.600000 sec): 3 clusters
  Score: Raw -906588.119706 + Penalty 4237.742221 = -902350.377485
  nChanged 63
		SP:Iteration 20F (11282.810000 sec): 3 clusters
  Score: Raw -906609.768056 + Penalty 4237.742221 = -902372.025836
  nChanged 69
		SP:Iteration 21Q (11283.030000 sec): 3 clusters
  Score: Raw -906637.943515 + Penalty 4237.742221 = -902400.201294
  nChanged 67
		SP:Iteration 22Q (11283.230000 sec): 3 clusters
  Score: Raw -906668.265147 + Penalty 4237.742221 = -902430.522926
  nChanged 71
		SP:Iteration 23Q (11283.470000 sec): 3 clusters
  Score: Raw -906702.658169 + Penalty 4237.742221 = -902464.915949
  nChanged 95
		SP:Iteration 24Q (11283.590000 sec): 3 clusters
  Score: Raw -906751.373979 + Penalty 4237.742221 = -902513.631758
  nChanged 97
		SP:Iteration 25Q (11283.790000 sec): 3 clusters
  Score: Raw -906808.783370 + Penalty 4237.742221 = -902571.041149
  nChanged 110
		SP:Iteration 26Q (11283.960000 sec): 3 clusters
  Score: Raw -906886.227839 + Penalty 4237.742221 = -902648.485618
  nChanged 157
		SP:Iteration 27Q (11284.150000 sec): 3 clusters
  Score: Raw -907021.870558 + Penalty 4237.742221 = -902784.128338
  nChanged 180
		SP:Iteration 28Q (11284.350000 sec): 3 clusters
  Score: Raw -907216.973334 + Penalty 4237.742221 = -902979.231113
  nChanged 216
		SP:Iteration 29Q (11284.520000 sec): 3 clusters
  Score: Raw -907422.142349 + Penalty 4237.742221 = -903184.400128
  nChanged 185
		SP:Iteration 30Q (11284.760000 sec): 3 clusters
  Score: Raw -907597.046274 + Penalty 4237.742221 = -903359.304054
  nChanged 168
		SP:Iteration 31Q (11284.930000 sec): 3 clusters
  Score: Raw -907736.060900 + Penalty 4237.742221 = -903498.318679
  nChanged 138
		SP:Iteration 32Q (11285.110000 sec): 3 clusters
  Score: Raw -907849.930515 + Penalty 4237.742221 = -903612.188294
  nChanged 124
		SP:Iteration 33Q (11285.340000 sec): 3 clusters
  Score: Raw -907955.998247 + Penalty 4237.742221 = -903718.256026
  nChanged 104
		SP:Iteration 34Q (11285.520000 sec): 3 clusters
  Score: Raw -908056.053772 + Penalty 4237.742221 = -903818.311551
  nChanged 96
		SP:Iteration 35Q (11285.760000 sec): 3 clusters
  Score: Raw -908148.606706 + Penalty 4237.742221 = -903910.864485
  nChanged 86
		SP:Iteration 36Q (11285.930000 sec): 3 clusters
  Score: Raw -908231.584509 + Penalty 4237.742221 = -903993.842288
  nChanged 90
		SP:Iteration 37Q (11286.130000 sec): 3 clusters
  Score: Raw -908323.454984 + Penalty 4237.742221 = -904085.712764
  nChanged 78
		SP:Iteration 38Q (11286.360000 sec): 3 clusters
  Score: Raw -908417.994064 + Penalty 4237.742221 = -904180.251843
  nChanged 72
		SP:Iteration 39Q (11286.530000 sec): 3 clusters
  Score: Raw -908505.116732 + Penalty 4237.742221 = -904267.374511
  nChanged 54
		SP:Iteration 40F (11286.790000 sec): 3 clusters
  Score: Raw -908554.311992 + Penalty 4237.742221 = -904316.569771
  nChanged 32
		SP:Iteration 41Q (11287.030000 sec): 3 clusters
  Score: Raw -908582.924272 + Penalty 4237.742221 = -904345.182052
  nChanged 29
		SP:Iteration 42Q (11287.200000 sec): 3 clusters
  Score: Raw -908605.437072 + Penalty 4237.742221 = -904367.694851
  nChanged 23
		SP:Iteration 43Q (11287.380000 sec): 3 clusters
  Score: Raw -908619.637097 + Penalty 4237.742221 = -904381.894876
  nChanged 18
		SP:Iteration 44Q (11287.500000 sec): 3 clusters
  Score: Raw -908633.789256 + Penalty 4237.742221 = -904396.047035
  nChanged 18
		SP:Iteration 45Q (11287.690000 sec): 3 clusters
  Score: Raw -908646.471724 + Penalty 4237.742221 = -904408.729503
  nChanged 14
		SP:Iteration 46Q (11287.860000 sec): 3 clusters
  Score: Raw -908654.553316 + Penalty 4237.742221 = -904416.811095
  nChanged 8
		SP:Iteration 47Q (11288.050000 sec): 3 clusters
  Score: Raw -908660.303965 + Penalty 4237.742221 = -904422.561744
  nChanged 10
		SP:Iteration 48Q (11288.230000 sec): 3 clusters
  Score: Raw -908666.382374 + Penalty 4237.742221 = -904428.640154
  nChanged 6
		SP:Iteration 49Q (11288.440000 sec): 3 clusters
  Score: Raw -908669.646607 + Penalty 4237.742221 = -904431.904386
  nChanged 1
		SP:Iteration 50Q (11288.640000 sec): 3 clusters
  Score: Raw -908669.857895 + Penalty 4237.742221 = -904432.115675
  nChanged 0
		SP:Iteration 51F (11288.870000 sec): 3 clusters
  Score: Raw -908669.857895 + Penalty 4237.742221 = -904432.115675
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11289.000000 sec): 2 clusters
  Score: Raw -58977.096461 + Penalty 1494.414762 = -57482.681700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11289.180000 sec): 3 clusters
  Score: Raw -59153.185444 + Penalty 2988.829523 = -56164.355921
  nChanged 86
		SP:Iteration 1F (11289.390000 sec): 3 clusters
  Score: Raw -59458.038544 + Penalty 2988.829523 = -56469.209021
  nChanged 36
		SP:Iteration 2F (11289.570000 sec): 3 clusters
  Score: Raw -59596.714771 + Penalty 2988.829523 = -56607.885248
  nChanged 15
		SP:Iteration 3Q (11289.750000 sec): 3 clusters
  Score: Raw -59732.619753 + Penalty 2988.829523 = -56743.790230
  nChanged 8
		SP:Iteration 4Q (11289.940000 sec): 3 clusters
  Score: Raw -59783.532749 + Penalty 2988.829523 = -56794.703226
  nChanged 6
		SP:Iteration 5Q (11290.100000 sec): 3 clusters
  Score: Raw -59825.054695 + Penalty 2988.829523 = -56836.225172
  nChanged 6
		SP:Iteration 6Q (11290.240000 sec): 3 clusters
  Score: Raw -59869.600108 + Penalty 2988.829523 = -56880.770585
  nChanged 7
		SP:Iteration 7Q (11290.430000 sec): 3 clusters
  Score: Raw -60109.826964 + Penalty 2988.829523 = -57120.997441
  nChanged 11
		SP:Iteration 8Q (11290.530000 sec): 3 clusters
  Score: Raw -60253.120745 + Penalty 2988.829523 = -57264.291222
  nChanged 6
		SP:Iteration 9Q (11290.690000 sec): 3 clusters
  Score: Raw -60291.733209 + Penalty 2988.829523 = -57302.903686
  nChanged 2
		SP:Iteration 10Q (11290.890000 sec): 3 clusters
  Score: Raw -60310.105717 + Penalty 2988.829523 = -57321.276194
  nChanged 1
		SP:Iteration 11Q (11291.000000 sec): 3 clusters
  Score: Raw -60315.063524 + Penalty 2988.829523 = -57326.234001
  nChanged 0
		SP:Iteration 12F (11291.200000 sec): 3 clusters
  Score: Raw -60320.746644 + Penalty 2988.829523 = -57331.917121
  nChanged 1
		SP:Iteration 13Q (11291.330000 sec): 3 clusters
  Score: Raw -60340.730949 + Penalty 2988.829523 = -57351.901426
  nChanged 0
		SP:Iteration 14F (11291.490000 sec): 3 clusters
  Score: Raw -60340.730949 + Penalty 2988.829523 = -57351.901426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11291.590000 sec): 2 clusters
  Score: Raw -280577.789355 + Penalty 1817.289574 = -278760.499781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11291.740000 sec): 3 clusters
  Score: Raw -280088.305992 + Penalty 3634.579147 = -276453.726845
  nChanged 445
		SP:Iteration 1F (11291.870000 sec): 3 clusters
  Score: Raw -280492.366643 + Penalty 3634.579147 = -276857.787496
  nChanged 134
		SP:Iteration 2F (11292.050000 sec): 3 clusters
  Score: Raw -280620.457181 + Penalty 3634.579147 = -276985.878034
  nChanged 68
		SP:Iteration 3Q (11292.190000 sec): 3 clusters
  Score: Raw -280689.878692 + Penalty 3634.579147 = -277055.299545
  nChanged 54
		SP:Iteration 4Q (11292.370000 sec): 3 clusters
  Score: Raw -280742.791678 + Penalty 3634.579147 = -277108.212531
  nChanged 46
		SP:Iteration 5Q (11292.530000 sec): 3 clusters
  Score: Raw -280787.315795 + Penalty 3634.579147 = -277152.736648
  nChanged 28
		SP:Iteration 6Q (11292.720000 sec): 3 clusters
  Score: Raw -280818.503204 + Penalty 3634.579147 = -277183.924057
  nChanged 34
		SP:Iteration 7Q (11292.870000 sec): 3 clusters
  Score: Raw -280853.002004 + Penalty 3634.579147 = -277218.422857
  nChanged 32
		SP:Iteration 8Q (11293.070000 sec): 3 clusters
  Score: Raw -280888.495802 + Penalty 3634.579147 = -277253.916655
  nChanged 24
		SP:Iteration 9Q (11293.270000 sec): 3 clusters
  Score: Raw -280911.017758 + Penalty 3634.579147 = -277276.438611
  nChanged 19
		SP:Iteration 10Q (11293.460000 sec): 3 clusters
  Score: Raw -280927.013177 + Penalty 3634.579147 = -277292.434030
  nChanged 13
		SP:Iteration 11Q (11293.600000 sec): 3 clusters
  Score: Raw -280941.844294 + Penalty 3634.579147 = -277307.265147
  nChanged 8
		SP:Iteration 12Q (11293.740000 sec): 3 clusters
  Score: Raw -280950.082609 + Penalty 3634.579147 = -277315.503462
  nChanged 11
		SP:Iteration 13Q (11293.900000 sec): 3 clusters
  Score: Raw -280962.581958 + Penalty 3634.579147 = -277328.002811
  nChanged 9
		SP:Iteration 14Q (11294.110000 sec): 3 clusters
  Score: Raw -280970.842768 + Penalty 3634.579147 = -277336.263621
  nChanged 6
		SP:Iteration 15Q (11294.230000 sec): 3 clusters
  Score: Raw -280978.215497 + Penalty 3634.579147 = -277343.636350
  nChanged 5
		SP:Iteration 16Q (11294.410000 sec): 3 clusters
  Score: Raw -280981.582230 + Penalty 3634.579147 = -277347.003083
  nChanged 4
		SP:Iteration 17Q (11294.540000 sec): 3 clusters
  Score: Raw -280985.189863 + Penalty 3634.579147 = -277350.610716
  nChanged 3
		SP:Iteration 18Q (11294.680000 sec): 3 clusters
  Score: Raw -280989.093114 + Penalty 3634.579147 = -277354.513967
  nChanged 3
		SP:Iteration 19Q (11294.780000 sec): 3 clusters
  Score: Raw -280993.688982 + Penalty 3634.579147 = -277359.109835
  nChanged 3
		SP:Iteration 20F (11294.930000 sec): 3 clusters
  Score: Raw -280995.345342 + Penalty 3634.579147 = -277360.766195
  nChanged 1
		SP:Iteration 21Q (11295.070000 sec): 3 clusters
  Score: Raw -280995.664460 + Penalty 3634.579147 = -277361.085313
  nChanged 1
		SP:Iteration 22Q (11295.170000 sec): 3 clusters
  Score: Raw -280996.510448 + Penalty 3634.579147 = -277361.931301
  nChanged 1
		SP:Iteration 23Q (11295.310000 sec): 3 clusters
  Score: Raw -280997.302946 + Penalty 3634.579147 = -277362.723799
  nChanged 0
		SP:Iteration 24F (11295.450000 sec): 3 clusters
  Score: Raw -280997.302946 + Penalty 3634.579147 = -277362.723799
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11295.540000 sec): 2 clusters
  Score: Raw -27693.636803 + Penalty 1372.280593 = -26321.356210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11295.650000 sec): 3 clusters
  Score: Raw -27876.510546 + Penalty 2744.561186 = -25131.949360
  nChanged 30
		SP:Iteration 1F (11295.790000 sec): 3 clusters
  Score: Raw -27935.825516 + Penalty 2744.561186 = -25191.264329
  nChanged 5
		SP:Iteration 2Q (11296.010000 sec): 3 clusters
  Score: Raw -27952.822548 + Penalty 2744.561186 = -25208.261362
  nChanged 1
		SP:Iteration 3Q (11296.140000 sec): 3 clusters
  Score: Raw -27954.642280 + Penalty 2744.561186 = -25210.081093
  nChanged 0
		SP:Iteration 4F (11296.290000 sec): 3 clusters
  Score: Raw -27954.642280 + Penalty 2744.561186 = -25210.081093
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11296.400000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11296.560000 sec): 3 clusters
  Score: Raw -218593.453084 + Penalty 3502.847050 = -215090.606035
  nChanged 317
		SP:Iteration 1F (11296.790000 sec): 3 clusters
  Score: Raw -218885.628303 + Penalty 3502.847050 = -215382.781253
  nChanged 77
		SP:Iteration 2F (11296.930000 sec): 3 clusters
  Score: Raw -218989.771308 + Penalty 3502.847050 = -215486.924259
  nChanged 50
		SP:Iteration 3Q (11297.110000 sec): 3 clusters
  Score: Raw -219080.624652 + Penalty 3502.847050 = -215577.777602
  nChanged 43
		SP:Iteration 4Q (11297.190000 sec): 3 clusters
  Score: Raw -219172.631495 + Penalty 3502.847050 = -215669.784445
  nChanged 45
		SP:Iteration 5Q (11297.320000 sec): 3 clusters
  Score: Raw -219244.371158 + Penalty 3502.847050 = -215741.524108
  nChanged 31
		SP:Iteration 6Q (11297.500000 sec): 3 clusters
  Score: Raw -219286.859385 + Penalty 3502.847050 = -215784.012335
  nChanged 22
		SP:Iteration 7Q (11297.610000 sec): 3 clusters
  Score: Raw -219326.041731 + Penalty 3502.847050 = -215823.194681
  nChanged 30
		SP:Iteration 8Q (11297.740000 sec): 3 clusters
  Score: Raw -219369.086261 + Penalty 3502.847050 = -215866.239211
  nChanged 16
		SP:Iteration 9Q (11297.900000 sec): 3 clusters
  Score: Raw -219392.601030 + Penalty 3502.847050 = -215889.753980
  nChanged 22
		SP:Iteration 10Q (11298.050000 sec): 3 clusters
  Score: Raw -219418.047749 + Penalty 3502.847050 = -215915.200700
  nChanged 12
		SP:Iteration 11Q (11298.190000 sec): 3 clusters
  Score: Raw -219432.633300 + Penalty 3502.847050 = -215929.786251
  nChanged 10
		SP:Iteration 12Q (11298.330000 sec): 3 clusters
  Score: Raw -219447.785892 + Penalty 3502.847050 = -215944.938842
  nChanged 11
		SP:Iteration 13Q (11298.480000 sec): 3 clusters
  Score: Raw -219463.410852 + Penalty 3502.847050 = -215960.563802
  nChanged 12
		SP:Iteration 14Q (11298.620000 sec): 3 clusters
  Score: Raw -219479.318402 + Penalty 3502.847050 = -215976.471353
  nChanged 12
		SP:Iteration 15Q (11298.760000 sec): 3 clusters
  Score: Raw -219491.949216 + Penalty 3502.847050 = -215989.102166
  nChanged 9
		SP:Iteration 16Q (11298.920000 sec): 3 clusters
  Score: Raw -219503.649587 + Penalty 3502.847050 = -216000.802538
  nChanged 8
		SP:Iteration 17Q (11299.080000 sec): 3 clusters
  Score: Raw -219516.199165 + Penalty 3502.847050 = -216013.352116
  nChanged 11
		SP:Iteration 18Q (11299.240000 sec): 3 clusters
  Score: Raw -219548.361881 + Penalty 3502.847050 = -216045.514831
  nChanged 20
		SP:Iteration 19Q (11299.400000 sec): 3 clusters
  Score: Raw -219588.750031 + Penalty 3502.847050 = -216085.902981
  nChanged 22
		SP:Iteration 20F (11299.560000 sec): 3 clusters
  Score: Raw -219632.728111 + Penalty 3502.847050 = -216129.881061
  nChanged 23
		SP:Iteration 21Q (11299.720000 sec): 3 clusters
  Score: Raw -219678.371422 + Penalty 3502.847050 = -216175.524373
  nChanged 30
		SP:Iteration 22Q (11299.880000 sec): 3 clusters
  Score: Raw -219724.472698 + Penalty 3502.847050 = -216221.625649
  nChanged 22
		SP:Iteration 23Q (11300.040000 sec): 3 clusters
  Score: Raw -219748.094999 + Penalty 3502.847050 = -216245.247950
  nChanged 12
		SP:Iteration 24Q (11300.200000 sec): 3 clusters
  Score: Raw -219764.346838 + Penalty 3502.847050 = -216261.499789
  nChanged 7
		SP:Iteration 25Q (11300.360000 sec): 3 clusters
  Score: Raw -219772.488662 + Penalty 3502.847050 = -216269.641612
  nChanged 5
		SP:Iteration 26Q (11300.520000 sec): 3 clusters
  Score: Raw -219778.466792 + Penalty 3502.847050 = -216275.619742
  nChanged 3
		SP:Iteration 27Q (11300.680000 sec): 3 clusters
  Score: Raw -219782.799677 + Penalty 3502.847050 = -216279.952627
  nChanged 3
		SP:Iteration 28Q (11300.840000 sec): 3 clusters
  Score: Raw -219784.493268 + Penalty 3502.847050 = -216281.646218
  nChanged 3
		SP:Iteration 29Q (11301.000000 sec): 3 clusters
  Score: Raw -219788.357709 + Penalty 3502.847050 = -216285.510660
  nChanged 2
		SP:Iteration 30Q (11301.160000 sec): 3 clusters
  Score: Raw -219789.726711 + Penalty 3502.847050 = -216286.879662
  nChanged 1
		SP:Iteration 31Q (11301.320000 sec): 3 clusters
  Score: Raw -219790.419844 + Penalty 3502.847050 = -216287.572795
  nChanged 0
		SP:Iteration 32F (11301.480000 sec): 3 clusters
  Score: Raw -219790.419844 + Penalty 3502.847050 = -216287.572795
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11301.560000 sec): 2 clusters
  Score: Raw -15707.862044 + Penalty 1165.719131 = -14542.142913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11301.720000 sec): 3 clusters
  Score: Raw -16045.340598 + Penalty 2331.438261 = -13713.902337
  nChanged 4
		SP:Iteration 1Q (11301.880000 sec): 3 clusters
  Score: Raw -16088.300968 + Penalty 2331.438261 = -13756.862707
  nChanged 1
		SP:Iteration 2Q (11302.040000 sec): 3 clusters
  Score: Raw -16093.065218 + Penalty 2331.438261 = -13761.626956
  nChanged 0
		SP:Iteration 3F (11302.200000 sec): 3 clusters
  Score: Raw -16093.065218 + Penalty 2331.438261 = -13761.626956
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11302.280000 sec): 2 clusters
  Score: Raw -35246.921309 + Penalty 1342.088221 = -33904.833088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11302.440000 sec): 3 clusters
  Score: Raw -35441.690151 + Penalty 2684.176442 = -32757.513709
  nChanged 11
		SP:Iteration 1Q (11302.600000 sec): 3 clusters
  Score: Raw -35482.512041 + Penalty 2684.176442 = -32798.335599
  nChanged 2
		SP:Iteration 2Q (11302.760000 sec): 3 clusters
  Score: Raw -35499.043421 + Penalty 2684.176442 = -32814.866979
  nChanged 0
		SP:Iteration 3F (11302.920000 sec): 3 clusters
  Score: Raw -35499.043421 + Penalty 2684.176442 = -32814.866979
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11303.000000 sec): 2 clusters
  Score: Raw -50169.076272 + Penalty 1448.479131 = -48720.597141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11303.160000 sec): 3 clusters
  Score: Raw -50608.430714 + Penalty 2896.958262 = -47711.472451
  nChanged 73
		SP:Iteration 1F (11303.310000 sec): 3 clusters
  Score: Raw -50931.310868 + Penalty 2896.958262 = -48034.352606
  nChanged 18
		SP:Iteration 2F (11303.460000 sec): 3 clusters
  Score: Raw -51031.271313 + Penalty 2896.958262 = -48134.313051
  nChanged 6
		SP:Iteration 3Q (11303.600000 sec): 3 clusters
  Score: Raw -51065.843852 + Penalty 2896.958262 = -48168.885590
  nChanged 4
		SP:Iteration 4Q (11303.750000 sec): 3 clusters
  Score: Raw -51085.454285 + Penalty 2896.958262 = -48188.496023
  nChanged 3
		SP:Iteration 5Q (11303.910000 sec): 3 clusters
  Score: Raw -51095.871614 + Penalty 2896.958262 = -48198.913352
  nChanged 2
		SP:Iteration 6Q (11304.070000 sec): 3 clusters
  Score: Raw -51104.909412 + Penalty 2896.958262 = -48207.951150
  nChanged 2
		SP:Iteration 7Q (11304.240000 sec): 3 clusters
  Score: Raw -51110.614824 + Penalty 2896.958262 = -48213.656561
  nChanged 1
		SP:Iteration 8Q (11304.400000 sec): 3 clusters
  Score: Raw -51118.038297 + Penalty 2896.958262 = -48221.080035
  nChanged 0
		SP:Iteration 9F (11304.560000 sec): 3 clusters
  Score: Raw -51118.038297 + Penalty 2896.958262 = -48221.080035
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11304.770000 sec): 2 clusters
  Score: Raw -2510704.579690 + Penalty 2359.379022 = -2508345.200668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11304.990000 sec): 3 clusters
  Score: Raw -2503153.833090 + Penalty 4718.758043 = -2498435.075046
  nChanged 5770
		SP:Iteration 1F (11305.260000 sec): 3 clusters
  Score: Raw -2506264.720892 + Penalty 4718.758043 = -2501545.962848
  nChanged 863
		SP:Iteration 2F (11305.480000 sec): 3 clusters
  Score: Raw -2506619.909507 + Penalty 4718.758043 = -2501901.151463
  nChanged 653
		SP:Iteration 3Q (11305.770000 sec): 3 clusters
  Score: Raw -2506874.747906 + Penalty 4718.758043 = -2502155.989863
  nChanged 533
		SP:Iteration 4Q (11305.970000 sec): 3 clusters
  Score: Raw -2507066.771536 + Penalty 4718.758043 = -2502348.013492
  nChanged 474
		SP:Iteration 5Q (11306.310000 sec): 3 clusters
  Score: Raw -2507244.495426 + Penalty 4718.758043 = -2502525.737382
  nChanged 456
		SP:Iteration 6Q (11306.550000 sec): 3 clusters
  Score: Raw -2507434.290916 + Penalty 4718.758043 = -2502715.532872
  nChanged 477
		SP:Iteration 7Q (11306.850000 sec): 3 clusters
  Score: Raw -2507660.468537 + Penalty 4718.758043 = -2502941.710493
  nChanged 567
		SP:Iteration 8Q (11307.130000 sec): 3 clusters
  Score: Raw -2507962.584066 + Penalty 4718.758043 = -2503243.826022
  nChanged 616
		SP:Iteration 9Q (11307.460000 sec): 3 clusters
  Score: Raw -2508337.608848 + Penalty 4718.758043 = -2503618.850804
  nChanged 658
		SP:Iteration 10Q (11307.790000 sec): 3 clusters
  Score: Raw -2508767.919768 + Penalty 4718.758043 = -2504049.161725
  nChanged 621
		SP:Iteration 11Q (11308.070000 sec): 3 clusters
  Score: Raw -2509221.400742 + Penalty 4718.758043 = -2504502.642698
  nChanged 569
		SP:Iteration 12Q (11308.370000 sec): 3 clusters
  Score: Raw -2509666.980872 + Penalty 4718.758043 = -2504948.222828
  nChanged 502
		SP:Iteration 13Q (11308.660000 sec): 3 clusters
  Score: Raw -2510071.015034 + Penalty 4718.758043 = -2505352.256990
  nChanged 373
		SP:Iteration 14Q (11308.950000 sec): 3 clusters
  Score: Raw -2510378.405138 + Penalty 4718.758043 = -2505659.647094
  nChanged 246
		SP:Iteration 15Q (11309.170000 sec): 3 clusters
  Score: Raw -2510598.231655 + Penalty 4718.758043 = -2505879.473612
  nChanged 162
		SP:Iteration 16Q (11309.410000 sec): 3 clusters
  Score: Raw -2510740.023278 + Penalty 4718.758043 = -2506021.265235
  nChanged 102
		SP:Iteration 17Q (11309.670000 sec): 3 clusters
  Score: Raw -2510838.305187 + Penalty 4718.758043 = -2506119.547143
  nChanged 63
		SP:Iteration 18Q (11309.910000 sec): 3 clusters
  Score: Raw -2510907.155975 + Penalty 4718.758043 = -2506188.397932
  nChanged 39
		SP:Iteration 19Q (11310.160000 sec): 3 clusters
  Score: Raw -2510944.029189 + Penalty 4718.758043 = -2506225.271146
  nChanged 22
		SP:Iteration 20F (11310.470000 sec): 3 clusters
  Score: Raw -2510966.108611 + Penalty 4718.758043 = -2506247.350567
  nChanged 16
		SP:Iteration 21Q (11310.740000 sec): 3 clusters
  Score: Raw -2510982.956366 + Penalty 4718.758043 = -2506264.198323
  nChanged 14
		SP:Iteration 22Q (11311.080000 sec): 3 clusters
  Score: Raw -2510997.429459 + Penalty 4718.758043 = -2506278.671415
  nChanged 6
		SP:Iteration 23Q (11311.340000 sec): 3 clusters
  Score: Raw -2511005.510684 + Penalty 4718.758043 = -2506286.752641
  nChanged 9
		SP:Iteration 24Q (11311.600000 sec): 3 clusters
  Score: Raw -2511014.805614 + Penalty 4718.758043 = -2506296.047571
  nChanged 7
		SP:Iteration 25Q (11311.840000 sec): 3 clusters
  Score: Raw -2511022.169655 + Penalty 4718.758043 = -2506303.411611
  nChanged 4
		SP:Iteration 26Q (11312.020000 sec): 3 clusters
  Score: Raw -2511026.838244 + Penalty 4718.758043 = -2506308.080200
  nChanged 1
		SP:Iteration 27Q (11312.270000 sec): 3 clusters
  Score: Raw -2511028.012477 + Penalty 4718.758043 = -2506309.254434
  nChanged 0
		SP:Iteration 28F (11312.530000 sec): 3 clusters
  Score: Raw -2511028.012477 + Penalty 4718.758043 = -2506309.254434
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11313.840000 sec): 2 clusters
  Score: Raw -37629732.555239 + Penalty 3039.541141 = -37626693.014098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11315.360000 sec): 3 clusters
  Score: Raw -37491568.059416 + Penalty 6079.082281 = -37485488.977135
  nChanged 101599
		SP:Iteration 1F (11316.830000 sec): 3 clusters
  Score: Raw -37550618.804088 + Penalty 6079.082281 = -37544539.721807
  nChanged 5540
		SP:Iteration 2Q (11318.390000 sec): 3 clusters
  Score: Raw -37551714.867430 + Penalty 6079.082281 = -37545635.785148
  nChanged 6159
		SP:Iteration 3Q (11319.910000 sec): 3 clusters
  Score: Raw -37553173.091866 + Penalty 6079.082281 = -37547094.009585
  nChanged 7150
		SP:Iteration 4Q (11321.680000 sec): 3 clusters
  Score: Raw -37555140.131861 + Penalty 6079.082281 = -37549061.049579
  nChanged 8194
		SP:Iteration 5Q (11323.690000 sec): 3 clusters
  Score: Raw -37557734.950555 + Penalty 6079.082281 = -37551655.868274
  nChanged 9164
		SP:Iteration 6Q (11325.690000 sec): 3 clusters
  Score: Raw -37560864.826395 + Penalty 6079.082281 = -37554785.744114
  nChanged 9868
		SP:Iteration 7Q (11327.320000 sec): 3 clusters
  Score: Raw -37564476.261652 + Penalty 6079.082281 = -37558397.179371
  nChanged 10148
		SP:Iteration 8Q (11328.960000 sec): 3 clusters
  Score: Raw -37568466.672577 + Penalty 6079.082281 = -37562387.590295
  nChanged 10604
		SP:Iteration 9F (11330.550000 sec): 3 clusters
  Score: Raw -37572905.535551 + Penalty 6079.082281 = -37566826.453270
  nChanged 10675
		SP:Iteration 10F (11332.120000 sec): 3 clusters
  Score: Raw -37577698.839801 + Penalty 6079.082281 = -37571619.757519
  nChanged 10856
		SP:Iteration 11F (11333.600000 sec): 3 clusters
  Score: Raw -37583224.163082 + Penalty 6079.082281 = -37577145.080800
  nChanged 11211
		SP:Iteration 12F (11335.120000 sec): 3 clusters
  Score: Raw -37589876.419093 + Penalty 6079.082281 = -37583797.336812
  nChanged 11813
		SP:Iteration 13F (11336.700000 sec): 3 clusters
  Score: Raw -37598019.996046 + Penalty 6079.082281 = -37591940.913764
  nChanged 11832
		SP:Iteration 14F (11338.240000 sec): 3 clusters
  Score: Raw -37607236.218879 + Penalty 6079.082281 = -37601157.136597
  nChanged 10493
		SP:Iteration 15Q (11339.860000 sec): 3 clusters
  Score: Raw -37616145.857653 + Penalty 6079.082281 = -37610066.775371
  nChanged 7519
		SP:Iteration 16Q (11341.830000 sec): 3 clusters
  Score: Raw -37622750.273418 + Penalty 6079.082281 = -37616671.191137
  nChanged 4487
		SP:Iteration 17Q (11343.640000 sec): 3 clusters
  Score: Raw -37626661.733812 + Penalty 6079.082281 = -37620582.651531
  nChanged 2212
		SP:Iteration 18Q (11344.940000 sec): 3 clusters
  Score: Raw -37628545.856368 + Penalty 6079.082281 = -37622466.774086
  nChanged 957
		SP:Iteration 19Q (11346.220000 sec): 3 clusters
  Score: Raw -37629356.766199 + Penalty 6079.082281 = -37623277.683918
  nChanged 436
		SP:Iteration 20F (11347.770000 sec): 3 clusters
  Score: Raw -37629708.678974 + Penalty 6079.082281 = -37623629.596693
  nChanged 222
		SP:Iteration 21Q (11349.160000 sec): 3 clusters
  Score: Raw -37629885.955381 + Penalty 6079.082281 = -37623806.873100
  nChanged 116
		SP:Iteration 22Q (11350.560000 sec): 3 clusters
  Score: Raw -37629971.818216 + Penalty 6079.082281 = -37623892.735935
  nChanged 77
		SP:Iteration 23Q (11351.960000 sec): 3 clusters
  Score: Raw -37630020.519522 + Penalty 6079.082281 = -37623941.437241
  nChanged 57
		SP:Iteration 24Q (11353.380000 sec): 3 clusters
  Score: Raw -37630065.165243 + Penalty 6079.082281 = -37623986.082961
  nChanged 54
		SP:Iteration 25Q (11354.710000 sec): 3 clusters
  Score: Raw -37630104.988417 + Penalty 6079.082281 = -37624025.906135
  nChanged 39
		SP:Iteration 26Q (11356.060000 sec): 3 clusters
  Score: Raw -37630139.634393 + Penalty 6079.082281 = -37624060.552112
  nChanged 45
		SP:Iteration 27Q (11357.540000 sec): 3 clusters
  Score: Raw -37630166.905682 + Penalty 6079.082281 = -37624087.823400
  nChanged 25
		SP:Iteration 28Q (11359.220000 sec): 3 clusters
  Score: Raw -37630184.044222 + Penalty 6079.082281 = -37624104.961940
  nChanged 13
		SP:Iteration 29Q (11360.800000 sec): 3 clusters
  Score: Raw -37630192.073760 + Penalty 6079.082281 = -37624112.991479
  nChanged 12
		SP:Iteration 30Q (11362.060000 sec): 3 clusters
  Score: Raw -37630199.461242 + Penalty 6079.082281 = -37624120.378960
  nChanged 8
		SP:Iteration 31Q (11363.380000 sec): 3 clusters
  Score: Raw -37630203.332234 + Penalty 6079.082281 = -37624124.249953
  nChanged 10
		SP:Iteration 32Q (11364.660000 sec): 3 clusters
  Score: Raw -37630207.237440 + Penalty 6079.082281 = -37624128.155158
  nChanged 8
		SP:Iteration 33Q (11365.870000 sec): 3 clusters
  Score: Raw -37630211.868018 + Penalty 6079.082281 = -37624132.785737
  nChanged 6
		SP:Iteration 34Q (11367.330000 sec): 3 clusters
  Score: Raw -37630216.581225 + Penalty 6079.082281 = -37624137.498943
  nChanged 11
		SP:Iteration 35Q (11368.660000 sec): 3 clusters
  Score: Raw -37630225.589167 + Penalty 6079.082281 = -37624146.506885
  nChanged 9
		SP:Iteration 36Q (11370.020000 sec): 3 clusters
  Score: Raw -37630230.550167 + Penalty 6079.082281 = -37624151.467886
  nChanged 8
		SP:Iteration 37Q (11371.420000 sec): 3 clusters
  Score: Raw -37630236.954421 + Penalty 6079.082281 = -37624157.872139
  nChanged 11
		SP:Iteration 38Q (11372.720000 sec): 3 clusters
  Score: Raw -37630243.582620 + Penalty 6079.082281 = -37624164.500338
  nChanged 6
		SP:Iteration 39Q (11374.100000 sec): 3 clusters
  Score: Raw -37630247.510205 + Penalty 6079.082281 = -37624168.427923
  nChanged 7
		SP:Iteration 40F (11375.960000 sec): 3 clusters
  Score: Raw -37630251.215941 + Penalty 6079.082281 = -37624172.133660
  nChanged 4
		SP:Iteration 41Q (11377.250000 sec): 3 clusters
  Score: Raw -37630253.354772 + Penalty 6079.082281 = -37624174.272491
  nChanged 2
		SP:Iteration 42Q (11378.480000 sec): 3 clusters
  Score: Raw -37630254.255557 + Penalty 6079.082281 = -37624175.173276
  nChanged 3
		SP:Iteration 43Q (11379.930000 sec): 3 clusters
  Score: Raw -37630255.675844 + Penalty 6079.082281 = -37624176.593563
  nChanged 4
		SP:Iteration 44Q (11381.430000 sec): 3 clusters
  Score: Raw -37630256.474320 + Penalty 6079.082281 = -37624177.392039
  nChanged 0
		SP:Iteration 45F (11382.990000 sec): 3 clusters
  Score: Raw -37630256.474320 + Penalty 6079.082281 = -37624177.392039
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11383.210000 sec): 2 clusters
  Score: Raw -3605977.092601 + Penalty 2468.176683 = -3603508.915918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11383.500000 sec): 3 clusters
  Score: Raw -3593675.325001 + Penalty 4936.353366 = -3588738.971635
  nChanged 9271
		SP:Iteration 1F (11383.800000 sec): 3 clusters
  Score: Raw -3598435.053110 + Penalty 4936.353366 = -3593498.699744
  nChanged 1077
		SP:Iteration 2F (11384.100000 sec): 3 clusters
  Score: Raw -3598809.233979 + Penalty 4936.353366 = -3593872.880613
  nChanged 953
		SP:Iteration 3Q (11384.430000 sec): 3 clusters
  Score: Raw -3599161.283674 + Penalty 4936.353366 = -3594224.930308
  nChanged 916
		SP:Iteration 4Q (11384.770000 sec): 3 clusters
  Score: Raw -3599536.915747 + Penalty 4936.353366 = -3594600.562381
  nChanged 930
		SP:Iteration 5Q (11385.080000 sec): 3 clusters
  Score: Raw -3599977.282082 + Penalty 4936.353366 = -3595040.928716
  nChanged 1022
		SP:Iteration 6Q (11385.390000 sec): 3 clusters
  Score: Raw -3600522.269601 + Penalty 4936.353366 = -3595585.916235
  nChanged 1049
		SP:Iteration 7Q (11385.700000 sec): 3 clusters
  Score: Raw -3601151.399816 + Penalty 4936.353366 = -3596215.046450
  nChanged 1104
		SP:Iteration 8F (11385.980000 sec): 3 clusters
  Score: Raw -3601924.939342 + Penalty 4936.353366 = -3596988.585976
  nChanged 1149
		SP:Iteration 9F (11386.240000 sec): 3 clusters
  Score: Raw -3602875.856844 + Penalty 4936.353366 = -3597939.503478
  nChanged 1235
		SP:Iteration 10F (11386.570000 sec): 3 clusters
  Score: Raw -3604121.484165 + Penalty 4936.353366 = -3599185.130799
  nChanged 1167
		SP:Iteration 11F (11386.860000 sec): 3 clusters
  Score: Raw -3605406.285861 + Penalty 4936.353366 = -3600469.932495
  nChanged 1030
		SP:Iteration 12Q (11387.190000 sec): 3 clusters
  Score: Raw -3606546.464620 + Penalty 4936.353366 = -3601610.111254
  nChanged 894
		SP:Iteration 13Q (11387.460000 sec): 3 clusters
  Score: Raw -3607366.552876 + Penalty 4936.353366 = -3602430.199510
  nChanged 652
		SP:Iteration 14Q (11387.730000 sec): 3 clusters
  Score: Raw -3607815.674077 + Penalty 4936.353366 = -3602879.320711
  nChanged 425
		SP:Iteration 15Q (11388.020000 sec): 3 clusters
  Score: Raw -3608013.584479 + Penalty 4936.353366 = -3603077.231113
  nChanged 279
		SP:Iteration 16Q (11388.290000 sec): 3 clusters
  Score: Raw -3608113.440720 + Penalty 4936.353366 = -3603177.087354
  nChanged 171
		SP:Iteration 17Q (11388.600000 sec): 3 clusters
  Score: Raw -3608160.357584 + Penalty 4936.353366 = -3603224.004218
  nChanged 113
		SP:Iteration 18Q (11388.940000 sec): 3 clusters
  Score: Raw -3608182.407134 + Penalty 4936.353366 = -3603246.053768
  nChanged 70
		SP:Iteration 19Q (11389.190000 sec): 3 clusters
  Score: Raw -3608195.670956 + Penalty 4936.353366 = -3603259.317590
  nChanged 57
		SP:Iteration 20F (11389.500000 sec): 3 clusters
  Score: Raw -3608208.569632 + Penalty 4936.353366 = -3603272.216266
  nChanged 47
		SP:Iteration 21Q (11389.810000 sec): 3 clusters
  Score: Raw -3608216.867026 + Penalty 4936.353366 = -3603280.513660
  nChanged 46
		SP:Iteration 22Q (11390.060000 sec): 3 clusters
  Score: Raw -3608224.686120 + Penalty 4936.353366 = -3603288.332754
  nChanged 37
		SP:Iteration 23Q (11390.380000 sec): 3 clusters
  Score: Raw -3608230.702998 + Penalty 4936.353366 = -3603294.349632
  nChanged 47
		SP:Iteration 24Q (11390.660000 sec): 3 clusters
  Score: Raw -3608237.952267 + Penalty 4936.353366 = -3603301.598901
  nChanged 37
		SP:Iteration 25Q (11390.940000 sec): 3 clusters
  Score: Raw -3608243.573919 + Penalty 4936.353366 = -3603307.220553
  nChanged 43
		SP:Iteration 26Q (11391.190000 sec): 3 clusters
  Score: Raw -3608249.219529 + Penalty 4936.353366 = -3603312.866163
  nChanged 26
		SP:Iteration 27Q (11391.510000 sec): 3 clusters
  Score: Raw -3608252.312003 + Penalty 4936.353366 = -3603315.958637
  nChanged 24
		SP:Iteration 28Q (11391.800000 sec): 3 clusters
  Score: Raw -3608254.984172 + Penalty 4936.353366 = -3603318.630806
  nChanged 23
		SP:Iteration 29Q (11392.070000 sec): 3 clusters
  Score: Raw -3608258.002308 + Penalty 4936.353366 = -3603321.648942
  nChanged 14
		SP:Iteration 30Q (11392.330000 sec): 3 clusters
  Score: Raw -3608259.478025 + Penalty 4936.353366 = -3603323.124659
  nChanged 18
		SP:Iteration 31Q (11392.600000 sec): 3 clusters
  Score: Raw -3608262.131382 + Penalty 4936.353366 = -3603325.778016
  nChanged 16
		SP:Iteration 32Q (11392.900000 sec): 3 clusters
  Score: Raw -3608264.226865 + Penalty 4936.353366 = -3603327.873499
  nChanged 18
		SP:Iteration 33Q (11393.180000 sec): 3 clusters
  Score: Raw -3608266.763943 + Penalty 4936.353366 = -3603330.410577
  nChanged 22
		SP:Iteration 34Q (11393.470000 sec): 3 clusters
  Score: Raw -3608269.088099 + Penalty 4936.353366 = -3603332.734733
  nChanged 15
		SP:Iteration 35Q (11393.750000 sec): 3 clusters
  Score: Raw -3608270.666505 + Penalty 4936.353366 = -3603334.313139
  nChanged 9
		SP:Iteration 36Q (11394.100000 sec): 3 clusters
  Score: Raw -3608271.441629 + Penalty 4936.353366 = -3603335.088263
  nChanged 7
		SP:Iteration 37Q (11394.400000 sec): 3 clusters
  Score: Raw -3608271.966589 + Penalty 4936.353366 = -3603335.613223
  nChanged 4
		SP:Iteration 38Q (11394.670000 sec): 3 clusters
  Score: Raw -3608272.406943 + Penalty 4936.353366 = -3603336.053577
  nChanged 7
		SP:Iteration 39Q (11395.000000 sec): 3 clusters
  Score: Raw -3608273.037623 + Penalty 4936.353366 = -3603336.684257
  nChanged 6
		SP:Iteration 40F (11395.290000 sec): 3 clusters
  Score: Raw -3608273.630062 + Penalty 4936.353366 = -3603337.276696
  nChanged 4
		SP:Iteration 41Q (11395.560000 sec): 3 clusters
  Score: Raw -3608273.984532 + Penalty 4936.353366 = -3603337.631166
  nChanged 2
		SP:Iteration 42Q (11395.830000 sec): 3 clusters
  Score: Raw -3608274.272476 + Penalty 4936.353366 = -3603337.919110
  nChanged 1
		SP:Iteration 43Q (11396.180000 sec): 3 clusters
  Score: Raw -3608274.340510 + Penalty 4936.353366 = -3603337.987144
  nChanged 0
		SP:Iteration 44F (11396.440000 sec): 3 clusters
  Score: Raw -3608274.340510 + Penalty 4936.353366 = -3603337.987144
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11397.020000 sec): 2 clusters
  Score: Raw -17112476.966820 + Penalty 2845.272754 = -17109631.694066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11397.830000 sec): 3 clusters
  Score: Raw -17051026.424233 + Penalty 5690.545507 = -17045335.878726
  nChanged 45422
		SP:Iteration 1F (11398.710000 sec): 3 clusters
  Score: Raw -17076768.201807 + Penalty 5690.545507 = -17071077.656300
  nChanged 3057
		SP:Iteration 2Q (11399.570000 sec): 3 clusters
  Score: Raw -17077481.717773 + Penalty 5690.545507 = -17071791.172266
  nChanged 3182
		SP:Iteration 3Q (11400.520000 sec): 3 clusters
  Score: Raw -17078315.340398 + Penalty 5690.545507 = -17072624.794890
  nChanged 3383
		SP:Iteration 4Q (11401.380000 sec): 3 clusters
  Score: Raw -17079378.921921 + Penalty 5690.545507 = -17073688.376413
  nChanged 3951
		SP:Iteration 5Q (11402.270000 sec): 3 clusters
  Score: Raw -17080938.975021 + Penalty 5690.545507 = -17075248.429514
  nChanged 4810
		SP:Iteration 6F (11403.080000 sec): 3 clusters
  Score: Raw -17083363.702793 + Penalty 5690.545507 = -17077673.157285
  nChanged 5927
		SP:Iteration 7F (11403.900000 sec): 3 clusters
  Score: Raw -17087189.110322 + Penalty 5690.545507 = -17081498.564814
  nChanged 7032
		SP:Iteration 8F (11404.770000 sec): 3 clusters
  Score: Raw -17092678.310376 + Penalty 5690.545507 = -17086987.764868
  nChanged 7425
		SP:Iteration 9F (11405.570000 sec): 3 clusters
  Score: Raw -17099335.782814 + Penalty 5690.545507 = -17093645.237306
  nChanged 6376
		SP:Iteration 10F (11406.340000 sec): 3 clusters
  Score: Raw -17105484.157742 + Penalty 5690.545507 = -17099793.612235
  nChanged 4243
		SP:Iteration 11Q (11407.140000 sec): 3 clusters
  Score: Raw -17109587.368924 + Penalty 5690.545507 = -17103896.823417
  nChanged 2084
		SP:Iteration 12Q (11407.820000 sec): 3 clusters
  Score: Raw -17111537.198003 + Penalty 5690.545507 = -17105846.652496
  nChanged 804
		SP:Iteration 13Q (11408.620000 sec): 3 clusters
  Score: Raw -17112302.338003 + Penalty 5690.545507 = -17106611.792495
  nChanged 265
		SP:Iteration 14Q (11409.300000 sec): 3 clusters
  Score: Raw -17112560.266415 + Penalty 5690.545507 = -17106869.720908
  nChanged 109
		SP:Iteration 15Q (11410.020000 sec): 3 clusters
  Score: Raw -17112684.709668 + Penalty 5690.545507 = -17106994.164160
  nChanged 46
		SP:Iteration 16Q (11410.650000 sec): 3 clusters
  Score: Raw -17112734.337486 + Penalty 5690.545507 = -17107043.791978
  nChanged 21
		SP:Iteration 17Q (11411.280000 sec): 3 clusters
  Score: Raw -17112759.573788 + Penalty 5690.545507 = -17107069.028280
  nChanged 12
		SP:Iteration 18Q (11411.940000 sec): 3 clusters
  Score: Raw -17112773.620510 + Penalty 5690.545507 = -17107083.075003
  nChanged 12
		SP:Iteration 19Q (11412.690000 sec): 3 clusters
  Score: Raw -17112786.608675 + Penalty 5690.545507 = -17107096.063168
  nChanged 4
		SP:Iteration 20F (11413.490000 sec): 3 clusters
  Score: Raw -17112793.379885 + Penalty 5690.545507 = -17107102.834377
  nChanged 4
		SP:Iteration 21Q (11414.280000 sec): 3 clusters
  Score: Raw -17112797.588958 + Penalty 5690.545507 = -17107107.043450
  nChanged 3
		SP:Iteration 22Q (11415.090000 sec): 3 clusters
  Score: Raw -17112799.788860 + Penalty 5690.545507 = -17107109.243352
  nChanged 3
		SP:Iteration 23Q (11415.920000 sec): 3 clusters
  Score: Raw -17112803.254445 + Penalty 5690.545507 = -17107112.708938
  nChanged 1
		SP:Iteration 24Q (11416.680000 sec): 3 clusters
  Score: Raw -17112804.253646 + Penalty 5690.545507 = -17107113.708139
  nChanged 0
		SP:Iteration 25F (11417.420000 sec): 3 clusters
  Score: Raw -17112804.253646 + Penalty 5690.545507 = -17107113.708139
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11417.500000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11417.680000 sec): 3 clusters
  Score: Raw -82563.819163 + Penalty 3110.410262 = -79453.408901
  nChanged 98
		SP:Iteration 1F (11417.830000 sec): 3 clusters
  Score: Raw -82796.677230 + Penalty 3110.410262 = -79686.266968
  nChanged 29
		SP:Iteration 2F (11417.990000 sec): 3 clusters
  Score: Raw -82882.920312 + Penalty 3110.410262 = -79772.510050
  nChanged 15
		SP:Iteration 3Q (11418.110000 sec): 3 clusters
  Score: Raw -82936.217212 + Penalty 3110.410262 = -79825.806950
  nChanged 13
		SP:Iteration 4Q (11418.270000 sec): 3 clusters
  Score: Raw -82999.388940 + Penalty 3110.410262 = -79888.978678
  nChanged 12
		SP:Iteration 5Q (11418.440000 sec): 3 clusters
  Score: Raw -83040.329458 + Penalty 3110.410262 = -79929.919196
  nChanged 11
		SP:Iteration 6Q (11418.590000 sec): 3 clusters
  Score: Raw -83075.219330 + Penalty 3110.410262 = -79964.809068
  nChanged 8
		SP:Iteration 7Q (11418.720000 sec): 3 clusters
  Score: Raw -83095.549822 + Penalty 3110.410262 = -79985.139560
  nChanged 5
		SP:Iteration 8Q (11418.880000 sec): 3 clusters
  Score: Raw -83105.519968 + Penalty 3110.410262 = -79995.109706
  nChanged 0
		SP:Iteration 9F (11419.050000 sec): 3 clusters
  Score: Raw -83105.519968 + Penalty 3110.410262 = -79995.109706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11419.130000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11419.310000 sec): 3 clusters
  Score: Raw -34352.063006 + Penalty 2645.028521 = -31707.034485
  nChanged 27
		SP:Iteration 1F (11419.470000 sec): 3 clusters
  Score: Raw -34439.993847 + Penalty 2645.028521 = -31794.965326
  nChanged 4
		SP:Iteration 2Q (11419.630000 sec): 3 clusters
  Score: Raw -34453.530771 + Penalty 2645.028521 = -31808.502250
  nChanged 3
		SP:Iteration 3Q (11419.770000 sec): 3 clusters
  Score: Raw -34459.757132 + Penalty 2645.028521 = -31814.728611
  nChanged 0
		SP:Iteration 4F (11419.950000 sec): 3 clusters
  Score: Raw -34459.757132 + Penalty 2645.028521 = -31814.728611
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11420.020000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11420.170000 sec): 3 clusters
  Score: Raw -18215.268229 + Penalty 2331.438261 = -15883.829967
  nChanged 2
		SP:Iteration 1Q (11420.370000 sec): 3 clusters
  Score: Raw -18228.467506 + Penalty 2331.438261 = -15897.029244
  nChanged 0
		SP:Iteration 2F (11420.500000 sec): 3 clusters
  Score: Raw -18228.467506 + Penalty 2331.438261 = -15897.029244
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11420.580000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11420.730000 sec): 3 clusters
  Score: Raw -79103.107396 + Penalty 3061.163496 = -76041.943900
  nChanged 65
		SP:Iteration 1F (11420.930000 sec): 3 clusters
  Score: Raw -79258.622811 + Penalty 3061.163496 = -76197.459314
  nChanged 18
		SP:Iteration 2Q (11421.020000 sec): 3 clusters
  Score: Raw -79301.917173 + Penalty 3061.163496 = -76240.753677
  nChanged 5
		SP:Iteration 3Q (11421.160000 sec): 3 clusters
  Score: Raw -79310.504071 + Penalty 3061.163496 = -76249.340575
  nChanged 2
		SP:Iteration 4Q (11421.310000 sec): 3 clusters
  Score: Raw -79313.497149 + Penalty 3061.163496 = -76252.333652
  nChanged 1
		SP:Iteration 5Q (11421.440000 sec): 3 clusters
  Score: Raw -79315.880583 + Penalty 3061.163496 = -76254.717087
  nChanged 1
		SP:Iteration 6Q (11421.590000 sec): 3 clusters
  Score: Raw -79318.848329 + Penalty 3061.163496 = -76257.684833
  nChanged 0
		SP:Iteration 7F (11421.750000 sec): 3 clusters
  Score: Raw -79318.848329 + Penalty 3061.163496 = -76257.684833
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11421.830000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11422.000000 sec): 3 clusters
  Score: Raw -128758.528446 + Penalty 3282.894536 = -125475.633910
  nChanged 163
		SP:Iteration 1F (11422.130000 sec): 3 clusters
  Score: Raw -128988.201020 + Penalty 3282.894536 = -125705.306484
  nChanged 48
		SP:Iteration 2F (11422.270000 sec): 3 clusters
  Score: Raw -129085.548558 + Penalty 3282.894536 = -125802.654022
  nChanged 22
		SP:Iteration 3Q (11422.420000 sec): 3 clusters
  Score: Raw -129131.274387 + Penalty 3282.894536 = -125848.379851
  nChanged 13
		SP:Iteration 4Q (11422.510000 sec): 3 clusters
  Score: Raw -129155.647687 + Penalty 3282.894536 = -125872.753151
  nChanged 8
		SP:Iteration 5Q (11422.630000 sec): 3 clusters
  Score: Raw -129168.251885 + Penalty 3282.894536 = -125885.357349
  nChanged 11
		SP:Iteration 6Q (11422.780000 sec): 3 clusters
  Score: Raw -129185.104206 + Penalty 3282.894536 = -125902.209670
  nChanged 4
		SP:Iteration 7Q (11422.920000 sec): 3 clusters
  Score: Raw -129192.295338 + Penalty 3282.894536 = -125909.400802
  nChanged 1
		SP:Iteration 8Q (11423.090000 sec): 3 clusters
  Score: Raw -129194.137628 + Penalty 3282.894536 = -125911.243092
  nChanged 1
		SP:Iteration 9Q (11423.230000 sec): 3 clusters
  Score: Raw -129199.848802 + Penalty 3282.894536 = -125916.954267
  nChanged 1
		SP:Iteration 10Q (11423.400000 sec): 3 clusters
  Score: Raw -129202.173285 + Penalty 3282.894536 = -125919.278749
  nChanged 0
		SP:Iteration 11F (11423.550000 sec): 3 clusters
  Score: Raw -129202.173285 + Penalty 3282.894536 = -125919.278749
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11423.630000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11423.790000 sec): 3 clusters
  Score: Raw -20251.770516 + Penalty 2622.980447 = -17628.790069
  nChanged 30
		SP:Iteration 1F (11423.950000 sec): 3 clusters
  Score: Raw -20379.628785 + Penalty 2622.980447 = -17756.648337
  nChanged 3
		SP:Iteration 2Q (11424.120000 sec): 3 clusters
  Score: Raw -20383.403546 + Penalty 2622.980447 = -17760.423098
  nChanged 0
		SP:Iteration 3F (11424.270000 sec): 3 clusters
  Score: Raw -20383.403546 + Penalty 2622.980447 = -17760.423098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11424.340000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11424.500000 sec): 3 clusters
  Score: Raw -134618.833364 + Penalty 3290.125943 = -131328.707421
  nChanged 183
		SP:Iteration 1F (11424.690000 sec): 3 clusters
  Score: Raw -134872.876820 + Penalty 3290.125943 = -131582.750877
  nChanged 47
		SP:Iteration 2F (11424.880000 sec): 3 clusters
  Score: Raw -134969.067387 + Penalty 3290.125943 = -131678.941444
  nChanged 23
		SP:Iteration 3Q (11424.990000 sec): 3 clusters
  Score: Raw -135024.725596 + Penalty 3290.125943 = -131734.599653
  nChanged 18
		SP:Iteration 4Q (11425.180000 sec): 3 clusters
  Score: Raw -135054.440915 + Penalty 3290.125943 = -131764.314972
  nChanged 8
		SP:Iteration 5Q (11425.300000 sec): 3 clusters
  Score: Raw -135067.130420 + Penalty 3290.125943 = -131777.004477
  nChanged 7
		SP:Iteration 6Q (11425.450000 sec): 3 clusters
  Score: Raw -135077.178350 + Penalty 3290.125943 = -131787.052407
  nChanged 5
		SP:Iteration 7Q (11425.630000 sec): 3 clusters
  Score: Raw -135085.334882 + Penalty 3290.125943 = -131795.208939
  nChanged 0
		SP:Iteration 8F (11425.740000 sec): 3 clusters
  Score: Raw -135085.334882 + Penalty 3290.125943 = -131795.208939
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11425.820000 sec): 2 clusters
  Score: Raw -271963.455568 + Penalty 1824.515724 = -270138.939844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11425.960000 sec): 3 clusters
  Score: Raw -271541.957748 + Penalty 3649.031448 = -267892.926300
  nChanged 456
		SP:Iteration 1F (11426.120000 sec): 3 clusters
  Score: Raw -271945.563275 + Penalty 3649.031448 = -268296.531826
  nChanged 103
		SP:Iteration 2F (11426.310000 sec): 3 clusters
  Score: Raw -272043.400686 + Penalty 3649.031448 = -268394.369238
  nChanged 60
		SP:Iteration 3Q (11426.440000 sec): 3 clusters
  Score: Raw -272105.691276 + Penalty 3649.031448 = -268456.659827
  nChanged 30
		SP:Iteration 4Q (11426.600000 sec): 3 clusters
  Score: Raw -272132.392650 + Penalty 3649.031448 = -268483.361202
  nChanged 26
		SP:Iteration 5Q (11426.810000 sec): 3 clusters
  Score: Raw -272157.456872 + Penalty 3649.031448 = -268508.425424
  nChanged 29
		SP:Iteration 6Q (11426.950000 sec): 3 clusters
  Score: Raw -272183.892182 + Penalty 3649.031448 = -268534.860733
  nChanged 26
		SP:Iteration 7Q (11427.090000 sec): 3 clusters
  Score: Raw -272207.709408 + Penalty 3649.031448 = -268558.677959
  nChanged 26
		SP:Iteration 8Q (11427.280000 sec): 3 clusters
  Score: Raw -272238.434221 + Penalty 3649.031448 = -268589.402773
  nChanged 24
		SP:Iteration 9Q (11427.420000 sec): 3 clusters
  Score: Raw -272259.511763 + Penalty 3649.031448 = -268610.480314
  nChanged 20
		SP:Iteration 10Q (11427.580000 sec): 3 clusters
  Score: Raw -272273.361274 + Penalty 3649.031448 = -268624.329826
  nChanged 15
		SP:Iteration 11Q (11427.760000 sec): 3 clusters
  Score: Raw -272288.743451 + Penalty 3649.031448 = -268639.712003
  nChanged 10
		SP:Iteration 12Q (11427.910000 sec): 3 clusters
  Score: Raw -272295.511124 + Penalty 3649.031448 = -268646.479676
  nChanged 6
		SP:Iteration 13Q (11428.070000 sec): 3 clusters
  Score: Raw -272298.941237 + Penalty 3649.031448 = -268649.909789
  nChanged 7
		SP:Iteration 14Q (11428.230000 sec): 3 clusters
  Score: Raw -272304.099752 + Penalty 3649.031448 = -268655.068303
  nChanged 3
		SP:Iteration 15Q (11428.390000 sec): 3 clusters
  Score: Raw -272305.956252 + Penalty 3649.031448 = -268656.924804
  nChanged 6
		SP:Iteration 16Q (11428.590000 sec): 3 clusters
  Score: Raw -272310.166431 + Penalty 3649.031448 = -268661.134983
  nChanged 4
		SP:Iteration 17Q (11428.670000 sec): 3 clusters
  Score: Raw -272314.958104 + Penalty 3649.031448 = -268665.926656
  nChanged 3
		SP:Iteration 18Q (11428.860000 sec): 3 clusters
  Score: Raw -272317.060736 + Penalty 3649.031448 = -268668.029288
  nChanged 2
		SP:Iteration 19Q (11429.050000 sec): 3 clusters
  Score: Raw -272317.680489 + Penalty 3649.031448 = -268668.649041
  nChanged 3
		SP:Iteration 20F (11429.190000 sec): 3 clusters
  Score: Raw -272321.027506 + Penalty 3649.031448 = -268671.996058
  nChanged 4
		SP:Iteration 21Q (11429.350000 sec): 3 clusters
  Score: Raw -272324.616808 + Penalty 3649.031448 = -268675.585360
  nChanged 0
		SP:Iteration 22F (11429.530000 sec): 3 clusters
  Score: Raw -272324.616808 + Penalty 3649.031448 = -268675.585360
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11429.600000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11429.750000 sec): 3 clusters
  Score: Raw -60092.812956 + Penalty 2976.701779 = -57116.111177
  nChanged 65
		SP:Iteration 1F (11429.900000 sec): 3 clusters
  Score: Raw -60279.603229 + Penalty 2976.701779 = -57302.901449
  nChanged 24
		SP:Iteration 2F (11430.060000 sec): 3 clusters
  Score: Raw -60387.050921 + Penalty 2976.701779 = -57410.349141
  nChanged 13
		SP:Iteration 3Q (11430.200000 sec): 3 clusters
  Score: Raw -60462.859417 + Penalty 2976.701779 = -57486.157637
  nChanged 12
		SP:Iteration 4Q (11430.330000 sec): 3 clusters
  Score: Raw -60503.937740 + Penalty 2976.701779 = -57527.235960
  nChanged 7
		SP:Iteration 5Q (11430.490000 sec): 3 clusters
  Score: Raw -60544.358981 + Penalty 2976.701779 = -57567.657201
  nChanged 8
		SP:Iteration 6Q (11430.650000 sec): 3 clusters
  Score: Raw -60633.863979 + Penalty 2976.701779 = -57657.162200
  nChanged 11
		SP:Iteration 7Q (11430.830000 sec): 3 clusters
  Score: Raw -60716.334841 + Penalty 2976.701779 = -57739.633062
  nChanged 13
		SP:Iteration 8Q (11430.970000 sec): 3 clusters
  Score: Raw -60835.412377 + Penalty 2976.701779 = -57858.710598
  nChanged 12
		SP:Iteration 9Q (11431.130000 sec): 3 clusters
  Score: Raw -60879.693259 + Penalty 2976.701779 = -57902.991480
  nChanged 7
		SP:Iteration 10Q (11431.310000 sec): 3 clusters
  Score: Raw -60907.871587 + Penalty 2976.701779 = -57931.169807
  nChanged 3
		SP:Iteration 11Q (11431.460000 sec): 3 clusters
  Score: Raw -60919.202567 + Penalty 2976.701779 = -57942.500787
  nChanged 1
		SP:Iteration 12Q (11431.640000 sec): 3 clusters
  Score: Raw -60921.762488 + Penalty 2976.701779 = -57945.060709
  nChanged 0
		SP:Iteration 13F (11431.820000 sec): 3 clusters
  Score: Raw -60921.762488 + Penalty 2976.701779 = -57945.060709
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11431.900000 sec): 2 clusters
  Score: Raw -186861.859214 + Penalty 1743.871832 = -185117.987382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11432.080000 sec): 3 clusters
  Score: Raw -186570.498448 + Penalty 3487.743664 = -183082.754784
  nChanged 313
		SP:Iteration 1F (11432.260000 sec): 3 clusters
  Score: Raw -186905.699612 + Penalty 3487.743664 = -183417.955948
  nChanged 84
		SP:Iteration 2F (11432.430000 sec): 3 clusters
  Score: Raw -187035.572054 + Penalty 3487.743664 = -183547.828389
  nChanged 42
		SP:Iteration 3Q (11432.610000 sec): 3 clusters
  Score: Raw -187095.798915 + Penalty 3487.743664 = -183608.055251
  nChanged 27
		SP:Iteration 4Q (11432.730000 sec): 3 clusters
  Score: Raw -187142.106233 + Penalty 3487.743664 = -183654.362569
  nChanged 24
		SP:Iteration 5Q (11432.910000 sec): 3 clusters
  Score: Raw -187202.316789 + Penalty 3487.743664 = -183714.573125
  nChanged 28
		SP:Iteration 6Q (11433.110000 sec): 3 clusters
  Score: Raw -187275.105362 + Penalty 3487.743664 = -183787.361698
  nChanged 27
		SP:Iteration 7Q (11433.280000 sec): 3 clusters
  Score: Raw -187338.503181 + Penalty 3487.743664 = -183850.759517
  nChanged 32
		SP:Iteration 8Q (11433.410000 sec): 3 clusters
  Score: Raw -187409.863226 + Penalty 3487.743664 = -183922.119562
  nChanged 35
		SP:Iteration 9Q (11433.570000 sec): 3 clusters
  Score: Raw -187493.773406 + Penalty 3487.743664 = -184006.029742
  nChanged 33
		SP:Iteration 10Q (11433.780000 sec): 3 clusters
  Score: Raw -187562.290163 + Penalty 3487.743664 = -184074.546499
  nChanged 35
		SP:Iteration 11Q (11433.930000 sec): 3 clusters
  Score: Raw -187621.469438 + Penalty 3487.743664 = -184133.725773
  nChanged 23
		SP:Iteration 12Q (11434.090000 sec): 3 clusters
  Score: Raw -187655.960812 + Penalty 3487.743664 = -184168.217147
  nChanged 27
		SP:Iteration 13Q (11434.210000 sec): 3 clusters
  Score: Raw -187706.413528 + Penalty 3487.743664 = -184218.669863
  nChanged 27
		SP:Iteration 14Q (11434.400000 sec): 3 clusters
  Score: Raw -187759.364050 + Penalty 3487.743664 = -184271.620386
  nChanged 25
		SP:Iteration 15Q (11434.550000 sec): 3 clusters
  Score: Raw -187810.139631 + Penalty 3487.743664 = -184322.395967
  nChanged 22
		SP:Iteration 16Q (11434.680000 sec): 3 clusters
  Score: Raw -187854.133924 + Penalty 3487.743664 = -184366.390260
  nChanged 12
		SP:Iteration 17Q (11434.850000 sec): 3 clusters
  Score: Raw -187875.141241 + Penalty 3487.743664 = -184387.397576
  nChanged 11
		SP:Iteration 18Q (11434.990000 sec): 3 clusters
  Score: Raw -187890.209717 + Penalty 3487.743664 = -184402.466052
  nChanged 8
		SP:Iteration 19Q (11435.150000 sec): 3 clusters
  Score: Raw -187898.493950 + Penalty 3487.743664 = -184410.750285
  nChanged 6
		SP:Iteration 20F (11435.270000 sec): 3 clusters
  Score: Raw -187909.502450 + Penalty 3487.743664 = -184421.758785
  nChanged 8
		SP:Iteration 21Q (11435.460000 sec): 3 clusters
  Score: Raw -187920.481792 + Penalty 3487.743664 = -184432.738128
  nChanged 4
		SP:Iteration 22Q (11435.640000 sec): 3 clusters
  Score: Raw -187924.953475 + Penalty 3487.743664 = -184437.209811
  nChanged 3
		SP:Iteration 23Q (11435.720000 sec): 3 clusters
  Score: Raw -187928.750578 + Penalty 3487.743664 = -184441.006914
  nChanged 5
		SP:Iteration 24Q (11435.840000 sec): 3 clusters
  Score: Raw -187935.318418 + Penalty 3487.743664 = -184447.574754
  nChanged 6
		SP:Iteration 25Q (11435.940000 sec): 3 clusters
  Score: Raw -187945.116643 + Penalty 3487.743664 = -184457.372979
  nChanged 6
		SP:Iteration 26Q (11436.110000 sec): 3 clusters
  Score: Raw -187950.556349 + Penalty 3487.743664 = -184462.812684
  nChanged 0
		SP:Iteration 27F (11436.270000 sec): 3 clusters
  Score: Raw -187950.556349 + Penalty 3487.743664 = -184462.812684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11436.880000 sec): 2 clusters
  Score: Raw -19110164.554691 + Penalty 2854.510141 = -19107310.044549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11437.810000 sec): 3 clusters
  Score: Raw -19046338.719379 + Penalty 5709.020283 = -19040629.699096
  nChanged 47185
		SP:Iteration 1F (11438.710000 sec): 3 clusters
  Score: Raw -19073374.614985 + Penalty 5709.020283 = -19067665.594703
  nChanged 3660
		SP:Iteration 2Q (11439.520000 sec): 3 clusters
  Score: Raw -19074460.995247 + Penalty 5709.020283 = -19068751.974965
  nChanged 4301
		SP:Iteration 3Q (11440.400000 sec): 3 clusters
  Score: Raw -19076117.849162 + Penalty 5709.020283 = -19070408.828880
  nChanged 5349
		SP:Iteration 4F (11441.130000 sec): 3 clusters
  Score: Raw -19078813.861629 + Penalty 5709.020283 = -19073104.841346
  nChanged 6785
		SP:Iteration 5F (11441.980000 sec): 3 clusters
  Score: Raw -19083068.388134 + Penalty 5709.020283 = -19077359.367851
  nChanged 7526
		SP:Iteration 6F (11442.850000 sec): 3 clusters
  Score: Raw -19088110.602944 + Penalty 5709.020283 = -19082401.582662
  nChanged 7007
		SP:Iteration 7F (11443.650000 sec): 3 clusters
  Score: Raw -19092642.815593 + Penalty 5709.020283 = -19086933.795310
  nChanged 5686
		SP:Iteration 8F (11444.580000 sec): 3 clusters
  Score: Raw -19096330.679204 + Penalty 5709.020283 = -19090621.658921
  nChanged 4387
		SP:Iteration 9Q (11445.510000 sec): 3 clusters
  Score: Raw -19099207.873121 + Penalty 5709.020283 = -19093498.852838
  nChanged 3418
		SP:Iteration 10Q (11446.390000 sec): 3 clusters
  Score: Raw -19101450.501224 + Penalty 5709.020283 = -19095741.480942
  nChanged 2750
		SP:Iteration 11Q (11447.350000 sec): 3 clusters
  Score: Raw -19103250.132206 + Penalty 5709.020283 = -19097541.111923
  nChanged 2332
		SP:Iteration 12Q (11448.300000 sec): 3 clusters
  Score: Raw -19104832.396850 + Penalty 5709.020283 = -19099123.376568
  nChanged 1995
		SP:Iteration 13Q (11449.170000 sec): 3 clusters
  Score: Raw -19106164.466595 + Penalty 5709.020283 = -19100455.446312
  nChanged 1673
		SP:Iteration 14Q (11450.080000 sec): 3 clusters
  Score: Raw -19107311.991123 + Penalty 5709.020283 = -19101602.970841
  nChanged 1468
		SP:Iteration 15Q (11450.960000 sec): 3 clusters
  Score: Raw -19108357.562120 + Penalty 5709.020283 = -19102648.541838
  nChanged 1146
		SP:Iteration 16Q (11451.830000 sec): 3 clusters
  Score: Raw -19109165.445742 + Penalty 5709.020283 = -19103456.425460
  nChanged 765
		SP:Iteration 17Q (11452.670000 sec): 3 clusters
  Score: Raw -19109688.205083 + Penalty 5709.020283 = -19103979.184800
  nChanged 486
		SP:Iteration 18Q (11453.530000 sec): 3 clusters
  Score: Raw -19110020.787457 + Penalty 5709.020283 = -19104311.767174
  nChanged 317
		SP:Iteration 19Q (11454.310000 sec): 3 clusters
  Score: Raw -19110238.940119 + Penalty 5709.020283 = -19104529.919836
  nChanged 223
		SP:Iteration 20F (11455.130000 sec): 3 clusters
  Score: Raw -19110383.035094 + Penalty 5709.020283 = -19104674.014812
  nChanged 161
		SP:Iteration 21Q (11455.810000 sec): 3 clusters
  Score: Raw -19110496.299886 + Penalty 5709.020283 = -19104787.279604
  nChanged 113
		SP:Iteration 22Q (11456.610000 sec): 3 clusters
  Score: Raw -19110586.210559 + Penalty 5709.020283 = -19104877.190276
  nChanged 97
		SP:Iteration 23Q (11457.360000 sec): 3 clusters
  Score: Raw -19110663.224685 + Penalty 5709.020283 = -19104954.204403
  nChanged 77
		SP:Iteration 24Q (11458.090000 sec): 3 clusters
  Score: Raw -19110725.974688 + Penalty 5709.020283 = -19105016.954406
  nChanged 59
		SP:Iteration 25Q (11458.870000 sec): 3 clusters
  Score: Raw -19110774.137043 + Penalty 5709.020283 = -19105065.116761
  nChanged 47
		SP:Iteration 26Q (11459.670000 sec): 3 clusters
  Score: Raw -19110812.037662 + Penalty 5709.020283 = -19105103.017379
  nChanged 43
		SP:Iteration 27Q (11460.570000 sec): 3 clusters
  Score: Raw -19110844.530915 + Penalty 5709.020283 = -19105135.510632
  nChanged 43
		SP:Iteration 28Q (11461.290000 sec): 3 clusters
  Score: Raw -19110892.031345 + Penalty 5709.020283 = -19105183.011062
  nChanged 51
		SP:Iteration 29Q (11461.950000 sec): 3 clusters
  Score: Raw -19110939.111633 + Penalty 5709.020283 = -19105230.091350
  nChanged 41
		SP:Iteration 30Q (11462.720000 sec): 3 clusters
  Score: Raw -19110972.067590 + Penalty 5709.020283 = -19105263.047307
  nChanged 39
		SP:Iteration 31Q (11463.480000 sec): 3 clusters
  Score: Raw -19111002.939560 + Penalty 5709.020283 = -19105293.919277
  nChanged 31
		SP:Iteration 32Q (11464.330000 sec): 3 clusters
  Score: Raw -19111028.700463 + Penalty 5709.020283 = -19105319.680181
  nChanged 46
		SP:Iteration 33Q (11465.210000 sec): 3 clusters
  Score: Raw -19111069.018434 + Penalty 5709.020283 = -19105359.998152
  nChanged 37
		SP:Iteration 34Q (11466.080000 sec): 3 clusters
  Score: Raw -19111100.250056 + Penalty 5709.020283 = -19105391.229773
  nChanged 28
		SP:Iteration 35Q (11466.910000 sec): 3 clusters
  Score: Raw -19111125.442904 + Penalty 5709.020283 = -19105416.422621
  nChanged 23
		SP:Iteration 36Q (11467.500000 sec): 3 clusters
  Score: Raw -19111144.209578 + Penalty 5709.020283 = -19105435.189295
  nChanged 21
		SP:Iteration 37Q (11468.290000 sec): 3 clusters
  Score: Raw -19111158.484683 + Penalty 5709.020283 = -19105449.464400
  nChanged 19
		SP:Iteration 38Q (11469.060000 sec): 3 clusters
  Score: Raw -19111171.953865 + Penalty 5709.020283 = -19105462.933583
  nChanged 21
		SP:Iteration 39Q (11469.920000 sec): 3 clusters
  Score: Raw -19111187.456201 + Penalty 5709.020283 = -19105478.435918
  nChanged 19
		SP:Iteration 40F (11470.860000 sec): 3 clusters
  Score: Raw -19111201.945471 + Penalty 5709.020283 = -19105492.925189
  nChanged 21
		SP:Iteration 41Q (11471.780000 sec): 3 clusters
  Score: Raw -19111221.670955 + Penalty 5709.020283 = -19105512.650672
  nChanged 24
		SP:Iteration 42Q (11472.710000 sec): 3 clusters
  Score: Raw -19111240.667459 + Penalty 5709.020283 = -19105531.647176
  nChanged 17
		SP:Iteration 43Q (11473.580000 sec): 3 clusters
  Score: Raw -19111251.457646 + Penalty 5709.020283 = -19105542.437364
  nChanged 9
		SP:Iteration 44Q (11474.390000 sec): 3 clusters
  Score: Raw -19111257.002957 + Penalty 5709.020283 = -19105547.982674
  nChanged 11
		SP:Iteration 45Q (11475.160000 sec): 3 clusters
  Score: Raw -19111265.627548 + Penalty 5709.020283 = -19105556.607266
  nChanged 11
		SP:Iteration 46Q (11475.760000 sec): 3 clusters
  Score: Raw -19111272.522337 + Penalty 5709.020283 = -19105563.502054
  nChanged 5
		SP:Iteration 47Q (11476.380000 sec): 3 clusters
  Score: Raw -19111276.192055 + Penalty 5709.020283 = -19105567.171772
  nChanged 9
		SP:Iteration 48Q (11476.990000 sec): 3 clusters
  Score: Raw -19111282.426942 + Penalty 5709.020283 = -19105573.406660
  nChanged 6
		SP:Iteration 49Q (11477.690000 sec): 3 clusters
  Score: Raw -19111287.501075 + Penalty 5709.020283 = -19105578.480792
  nChanged 12
		SP:Iteration 50Q (11478.520000 sec): 3 clusters
  Score: Raw -19111294.380304 + Penalty 5709.020283 = -19105585.360021
  nChanged 11
		SP:Iteration 51Q (11479.400000 sec): 3 clusters
  Score: Raw -19111300.838149 + Penalty 5709.020283 = -19105591.817867
  nChanged 7
		SP:Iteration 52Q (11480.240000 sec): 3 clusters
  Score: Raw -19111305.475759 + Penalty 5709.020283 = -19105596.455477
  nChanged 4
		SP:Iteration 53Q (11481.040000 sec): 3 clusters
  Score: Raw -19111307.958543 + Penalty 5709.020283 = -19105598.938260
  nChanged 4
		SP:Iteration 54Q (11481.790000 sec): 3 clusters
  Score: Raw -19111309.958888 + Penalty 5709.020283 = -19105600.938605
  nChanged 8
		SP:Iteration 55Q (11482.580000 sec): 3 clusters
  Score: Raw -19111313.467871 + Penalty 5709.020283 = -19105604.447588
  nChanged 4
		SP:Iteration 56Q (11483.310000 sec): 3 clusters
  Score: Raw -19111315.464532 + Penalty 5709.020283 = -19105606.444250
  nChanged 4
		SP:Iteration 57Q (11484.030000 sec): 3 clusters
  Score: Raw -19111318.331444 + Penalty 5709.020283 = -19105609.311161
  nChanged 5
		SP:Iteration 58Q (11484.680000 sec): 3 clusters
  Score: Raw -19111321.797541 + Penalty 5709.020283 = -19105612.777259
  nChanged 4
		SP:Iteration 59Q (11485.300000 sec): 3 clusters
  Score: Raw -19111323.917201 + Penalty 5709.020283 = -19105614.896918
  nChanged 2
		SP:Iteration 60F (11485.980000 sec): 3 clusters
  Score: Raw -19111324.860971 + Penalty 5709.020283 = -19105615.840689
  nChanged 1
		SP:Iteration 61Q (11486.630000 sec): 3 clusters
  Score: Raw -19111325.303790 + Penalty 5709.020283 = -19105616.283508
  nChanged 0
		SP:Iteration 62F (11487.400000 sec): 3 clusters
  Score: Raw -19111325.303790 + Penalty 5709.020283 = -19105616.283508
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11487.490000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11487.650000 sec): 3 clusters
  Score: Raw -50696.096315 + Penalty 2829.076107 = -47867.020207
  nChanged 28
		SP:Iteration 1F (11487.810000 sec): 3 clusters
  Score: Raw -50785.018512 + Penalty 2829.076107 = -47955.942405
  nChanged 6
		SP:Iteration 2Q (11487.970000 sec): 3 clusters
  Score: Raw -50832.536941 + Penalty 2829.076107 = -48003.460834
  nChanged 7
		SP:Iteration 3Q (11488.140000 sec): 3 clusters
  Score: Raw -50869.796779 + Penalty 2829.076107 = -48040.720672
  nChanged 4
		SP:Iteration 4Q (11488.290000 sec): 3 clusters
  Score: Raw -50880.954635 + Penalty 2829.076107 = -48051.878528
  nChanged 0
		SP:Iteration 5F (11488.480000 sec): 3 clusters
  Score: Raw -50880.954635 + Penalty 2829.076107 = -48051.878528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11488.560000 sec): 2 clusters
  Score: Raw -26479.746428 + Penalty 1278.016315 = -25201.730113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11488.700000 sec): 3 clusters
  Score: Raw -26685.458189 + Penalty 2556.032631 = -24129.425559
  nChanged 12
		SP:Iteration 1F (11488.850000 sec): 3 clusters
  Score: Raw -26743.795983 + Penalty 2556.032631 = -24187.763352
  nChanged 5
		SP:Iteration 2Q (11489.000000 sec): 3 clusters
  Score: Raw -26768.293204 + Penalty 2556.032631 = -24212.260573
  nChanged 1
		SP:Iteration 3Q (11489.140000 sec): 3 clusters
  Score: Raw -26778.671199 + Penalty 2556.032631 = -24222.638568
  nChanged 1
		SP:Iteration 4Q (11489.290000 sec): 3 clusters
  Score: Raw -26781.982424 + Penalty 2556.032631 = -24225.949793
  nChanged 0
		SP:Iteration 5F (11489.450000 sec): 3 clusters
  Score: Raw -26781.982424 + Penalty 2556.032631 = -24225.949793
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11489.530000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11489.730000 sec): 3 clusters
  Score: Raw -83515.677601 + Penalty 3097.106783 = -80418.570818
  nChanged 98
		SP:Iteration 1F (11489.850000 sec): 3 clusters
  Score: Raw -83685.099602 + Penalty 3097.106783 = -80587.992819
  nChanged 23
		SP:Iteration 2Q (11490.020000 sec): 3 clusters
  Score: Raw -83741.485201 + Penalty 3097.106783 = -80644.378419
  nChanged 16
		SP:Iteration 3Q (11490.190000 sec): 3 clusters
  Score: Raw -83790.106741 + Penalty 3097.106783 = -80692.999959
  nChanged 12
		SP:Iteration 4Q (11490.280000 sec): 3 clusters
  Score: Raw -83821.338717 + Penalty 3097.106783 = -80724.231935
  nChanged 5
		SP:Iteration 5Q (11490.440000 sec): 3 clusters
  Score: Raw -83832.999368 + Penalty 3097.106783 = -80735.892585
  nChanged 4
		SP:Iteration 6Q (11490.600000 sec): 3 clusters
  Score: Raw -83845.547846 + Penalty 3097.106783 = -80748.441064
  nChanged 5
		SP:Iteration 7Q (11490.760000 sec): 3 clusters
  Score: Raw -83855.759135 + Penalty 3097.106783 = -80758.652352
  nChanged 3
		SP:Iteration 8Q (11490.920000 sec): 3 clusters
  Score: Raw -83861.935327 + Penalty 3097.106783 = -80764.828544
  nChanged 1
		SP:Iteration 9Q (11491.080000 sec): 3 clusters
  Score: Raw -83865.080969 + Penalty 3097.106783 = -80767.974186
  nChanged 1
		SP:Iteration 10Q (11491.240000 sec): 3 clusters
  Score: Raw -83866.279613 + Penalty 3097.106783 = -80769.172830
  nChanged 0
		SP:Iteration 11F (11491.400000 sec): 3 clusters
  Score: Raw -83866.279613 + Penalty 3097.106783 = -80769.172830
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11491.480000 sec): 2 clusters
  Score: Raw -87052.929940 + Penalty 1590.944046 = -85461.985894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11491.660000 sec): 3 clusters
  Score: Raw -87062.411209 + Penalty 3181.888092 = -83880.523117
  nChanged 139
		SP:Iteration 1F (11491.810000 sec): 3 clusters
  Score: Raw -87274.285272 + Penalty 3181.888092 = -84092.397180
  nChanged 36
		SP:Iteration 2F (11491.930000 sec): 3 clusters
  Score: Raw -87377.233469 + Penalty 3181.888092 = -84195.345377
  nChanged 25
		SP:Iteration 3Q (11492.090000 sec): 3 clusters
  Score: Raw -87441.034277 + Penalty 3181.888092 = -84259.146185
  nChanged 25
		SP:Iteration 4Q (11492.250000 sec): 3 clusters
  Score: Raw -87486.251604 + Penalty 3181.888092 = -84304.363512
  nChanged 26
		SP:Iteration 5Q (11492.410000 sec): 3 clusters
  Score: Raw -87555.579464 + Penalty 3181.888092 = -84373.691372
  nChanged 37
		SP:Iteration 6F (11492.580000 sec): 3 clusters
  Score: Raw -87679.594384 + Penalty 3181.888092 = -84497.706292
  nChanged 35
		SP:Iteration 7F (11492.740000 sec): 3 clusters
  Score: Raw -87796.111670 + Penalty 3181.888092 = -84614.223579
  nChanged 21
		SP:Iteration 8Q (11492.900000 sec): 3 clusters
  Score: Raw -87859.829215 + Penalty 3181.888092 = -84677.941123
  nChanged 10
		SP:Iteration 9Q (11493.070000 sec): 3 clusters
  Score: Raw -87914.439333 + Penalty 3181.888092 = -84732.551241
  nChanged 8
		SP:Iteration 10Q (11493.240000 sec): 3 clusters
  Score: Raw -87961.158423 + Penalty 3181.888092 = -84779.270331
  nChanged 11
		SP:Iteration 11Q (11493.440000 sec): 3 clusters
  Score: Raw -88003.009292 + Penalty 3181.888092 = -84821.121201
  nChanged 13
		SP:Iteration 12Q (11493.560000 sec): 3 clusters
  Score: Raw -88044.608313 + Penalty 3181.888092 = -84862.720221
  nChanged 6
		SP:Iteration 13Q (11493.710000 sec): 3 clusters
  Score: Raw -88073.259062 + Penalty 3181.888092 = -84891.370971
  nChanged 8
		SP:Iteration 14Q (11493.870000 sec): 3 clusters
  Score: Raw -88109.756070 + Penalty 3181.888092 = -84927.867978
  nChanged 6
		SP:Iteration 15Q (11494.040000 sec): 3 clusters
  Score: Raw -88142.168148 + Penalty 3181.888092 = -84960.280056
  nChanged 2
		SP:Iteration 16Q (11494.200000 sec): 3 clusters
  Score: Raw -88150.382714 + Penalty 3181.888092 = -84968.494622
  nChanged 5
		SP:Iteration 17Q (11494.360000 sec): 3 clusters
  Score: Raw -88170.922948 + Penalty 3181.888092 = -84989.034856
  nChanged 3
		SP:Iteration 18Q (11494.530000 sec): 3 clusters
  Score: Raw -88181.372327 + Penalty 3181.888092 = -84999.484235
  nChanged 2
		SP:Iteration 19Q (11494.690000 sec): 3 clusters
  Score: Raw -88185.087583 + Penalty 3181.888092 = -85003.199491
  nChanged 2
		SP:Iteration 20F (11494.860000 sec): 3 clusters
  Score: Raw -88192.682226 + Penalty 3181.888092 = -85010.794134
  nChanged 3
		SP:Iteration 21Q (11495.030000 sec): 3 clusters
  Score: Raw -88208.413745 + Penalty 3181.888092 = -85026.525653
  nChanged 5
		SP:Iteration 22Q (11495.190000 sec): 3 clusters
  Score: Raw -88231.692290 + Penalty 3181.888092 = -85049.804199
  nChanged 7
		SP:Iteration 23Q (11495.200000 sec): 3 clusters
  Score: Raw -88266.157093 + Penalty 3181.888092 = -85084.269002
  nChanged 7
		SP:Iteration 24Q (11495.260000 sec): 3 clusters
  Score: Raw -88283.953615 + Penalty 3181.888092 = -85102.065523
  nChanged 2
		SP:Iteration 25Q (11495.280000 sec): 3 clusters
  Score: Raw -88294.885539 + Penalty 3181.888092 = -85112.997447
  nChanged 0
		SP:Iteration 26F (11495.310000 sec): 3 clusters
  Score: Raw -88294.885539 + Penalty 3181.888092 = -85112.997447
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11495.340000 sec): 2 clusters
  Score: Raw -44451.493123 + Penalty 1461.127765 = -42990.365359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11495.470000 sec): 3 clusters
  Score: Raw -44715.129635 + Penalty 2922.255529 = -41792.874106
  nChanged 68
		SP:Iteration 1F (11495.630000 sec): 3 clusters
  Score: Raw -44930.694830 + Penalty 2922.255529 = -42008.439300
  nChanged 16
		SP:Iteration 2Q (11495.780000 sec): 3 clusters
  Score: Raw -44993.271705 + Penalty 2922.255529 = -42071.016176
  nChanged 7
		SP:Iteration 3Q (11495.920000 sec): 3 clusters
  Score: Raw -45016.397582 + Penalty 2922.255529 = -42094.142053
  nChanged 4
		SP:Iteration 4Q (11496.080000 sec): 3 clusters
  Score: Raw -45022.093154 + Penalty 2922.255529 = -42099.837625
  nChanged 1
		SP:Iteration 5Q (11496.250000 sec): 3 clusters
  Score: Raw -45024.205518 + Penalty 2922.255529 = -42101.949989
  nChanged 0
		SP:Iteration 6F (11496.410000 sec): 3 clusters
  Score: Raw -45024.205518 + Penalty 2922.255529 = -42101.949989
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11496.600000 sec): 2 clusters
  Score: Raw -2763097.079897 + Penalty 2402.439872 = -2760694.640026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11496.830000 sec): 3 clusters
  Score: Raw -2753868.933104 + Penalty 4804.879744 = -2749064.053360
  nChanged 7005
		SP:Iteration 1F (11497.140000 sec): 3 clusters
  Score: Raw -2757553.929451 + Penalty 4804.879744 = -2752749.049708
  nChanged 958
		SP:Iteration 2F (11497.440000 sec): 3 clusters
  Score: Raw -2757919.813108 + Penalty 4804.879744 = -2753114.933365
  nChanged 799
		SP:Iteration 3Q (11497.740000 sec): 3 clusters
  Score: Raw -2758232.942118 + Penalty 4804.879744 = -2753428.062375
  nChanged 709
		SP:Iteration 4Q (11498.050000 sec): 3 clusters
  Score: Raw -2758506.090477 + Penalty 4804.879744 = -2753701.210734
  nChanged 633
		SP:Iteration 5Q (11498.310000 sec): 3 clusters
  Score: Raw -2758766.702611 + Penalty 4804.879744 = -2753961.822867
  nChanged 669
		SP:Iteration 6Q (11498.560000 sec): 3 clusters
  Score: Raw -2759068.475687 + Penalty 4804.879744 = -2754263.595943
  nChanged 704
		SP:Iteration 7Q (11498.840000 sec): 3 clusters
  Score: Raw -2759437.761439 + Penalty 4804.879744 = -2754632.881695
  nChanged 766
		SP:Iteration 8Q (11499.100000 sec): 3 clusters
  Score: Raw -2759895.993457 + Penalty 4804.879744 = -2755091.113713
  nChanged 833
		SP:Iteration 9F (11499.420000 sec): 3 clusters
  Score: Raw -2760461.023119 + Penalty 4804.879744 = -2755656.143376
  nChanged 859
		SP:Iteration 10F (11499.700000 sec): 3 clusters
  Score: Raw -2761098.424986 + Penalty 4804.879744 = -2756293.545242
  nChanged 803
		SP:Iteration 11Q (11500.020000 sec): 3 clusters
  Score: Raw -2761701.159680 + Penalty 4804.879744 = -2756896.279936
  nChanged 686
		SP:Iteration 12Q (11500.320000 sec): 3 clusters
  Score: Raw -2762258.772715 + Penalty 4804.879744 = -2757453.892972
  nChanged 505
		SP:Iteration 13Q (11500.600000 sec): 3 clusters
  Score: Raw -2762672.756872 + Penalty 4804.879744 = -2757867.877129
  nChanged 344
		SP:Iteration 14Q (11500.820000 sec): 3 clusters
  Score: Raw -2762970.713215 + Penalty 4804.879744 = -2758165.833471
  nChanged 231
		SP:Iteration 15Q (11501.140000 sec): 3 clusters
  Score: Raw -2763161.267434 + Penalty 4804.879744 = -2758356.387690
  nChanged 119
		SP:Iteration 16Q (11501.400000 sec): 3 clusters
  Score: Raw -2763265.141269 + Penalty 4804.879744 = -2758460.261526
  nChanged 79
		SP:Iteration 17Q (11501.610000 sec): 3 clusters
  Score: Raw -2763340.432653 + Penalty 4804.879744 = -2758535.552910
  nChanged 56
		SP:Iteration 18Q (11501.980000 sec): 3 clusters
  Score: Raw -2763391.497695 + Penalty 4804.879744 = -2758586.617951
  nChanged 33
		SP:Iteration 19Q (11502.200000 sec): 3 clusters
  Score: Raw -2763420.299926 + Penalty 4804.879744 = -2758615.420183
  nChanged 32
		SP:Iteration 20F (11502.510000 sec): 3 clusters
  Score: Raw -2763453.139888 + Penalty 4804.879744 = -2758648.260145
  nChanged 21
		SP:Iteration 21Q (11502.770000 sec): 3 clusters
  Score: Raw -2763476.249165 + Penalty 4804.879744 = -2758671.369422
  nChanged 21
		SP:Iteration 22Q (11502.990000 sec): 3 clusters
  Score: Raw -2763494.054999 + Penalty 4804.879744 = -2758689.175255
  nChanged 7
		SP:Iteration 23Q (11503.230000 sec): 3 clusters
  Score: Raw -2763501.879045 + Penalty 4804.879744 = -2758696.999302
  nChanged 8
		SP:Iteration 24Q (11503.480000 sec): 3 clusters
  Score: Raw -2763507.650598 + Penalty 4804.879744 = -2758702.770855
  nChanged 6
		SP:Iteration 25Q (11503.720000 sec): 3 clusters
  Score: Raw -2763511.912080 + Penalty 4804.879744 = -2758707.032337
  nChanged 5
		SP:Iteration 26Q (11503.980000 sec): 3 clusters
  Score: Raw -2763515.623046 + Penalty 4804.879744 = -2758710.743303
  nChanged 3
		SP:Iteration 27Q (11504.220000 sec): 3 clusters
  Score: Raw -2763517.917707 + Penalty 4804.879744 = -2758713.037963
  nChanged 0
		SP:Iteration 28F (11504.520000 sec): 3 clusters
  Score: Raw -2763517.917707 + Penalty 4804.879744 = -2758713.037963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11504.630000 sec): 2 clusters
  Score: Raw -18726.591478 + Penalty 1344.292680 = -17382.298798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11504.800000 sec): 3 clusters
  Score: Raw -18988.396549 + Penalty 2688.585360 = -16299.811189
  nChanged 28
		SP:Iteration 1F (11504.920000 sec): 3 clusters
  Score: Raw -19105.469917 + Penalty 2688.585360 = -16416.884557
  nChanged 7
		SP:Iteration 2Q (11505.070000 sec): 3 clusters
  Score: Raw -19181.185777 + Penalty 2688.585360 = -16492.600417
  nChanged 7
		SP:Iteration 3Q (11505.230000 sec): 3 clusters
  Score: Raw -19225.454657 + Penalty 2688.585360 = -16536.869297
  nChanged 6
		SP:Iteration 4Q (11505.390000 sec): 3 clusters
  Score: Raw -19312.020997 + Penalty 2688.585360 = -16623.435637
  nChanged 6
		SP:Iteration 5Q (11505.550000 sec): 3 clusters
  Score: Raw -19376.429033 + Penalty 2688.585360 = -16687.843674
  nChanged 7
		SP:Iteration 6Q (11505.720000 sec): 3 clusters
  Score: Raw -19438.087226 + Penalty 2688.585360 = -16749.501866
  nChanged 2
		SP:Iteration 7Q (11505.880000 sec): 3 clusters
  Score: Raw -19444.942790 + Penalty 2688.585360 = -16756.357431
  nChanged 0
		SP:Iteration 8F (11506.040000 sec): 3 clusters
  Score: Raw -19448.449590 + Penalty 2688.585360 = -16759.864231
  nChanged 1
		SP:Iteration 9Q (11506.210000 sec): 3 clusters
  Score: Raw -19468.040994 + Penalty 2688.585360 = -16779.455634
  nChanged 2
		SP:Iteration 10Q (11506.400000 sec): 3 clusters
  Score: Raw -19477.877818 + Penalty 2688.585360 = -16789.292458
  nChanged 0
		SP:Iteration 11F (11506.590000 sec): 3 clusters
  Score: Raw -19477.877818 + Penalty 2688.585360 = -16789.292458
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11506.660000 sec): 2 clusters
  Score: Raw -19024.459923 + Penalty 1252.364290 = -17772.095633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11506.780000 sec): 3 clusters
  Score: Raw -19337.726507 + Penalty 2504.728580 = -16832.997928
  nChanged 21
		SP:Iteration 1F (11506.940000 sec): 3 clusters
  Score: Raw -19513.636451 + Penalty 2504.728580 = -17008.907871
  nChanged 9
		SP:Iteration 2F (11507.100000 sec): 3 clusters
  Score: Raw -19594.377884 + Penalty 2504.728580 = -17089.649305
  nChanged 1
		SP:Iteration 3Q (11507.260000 sec): 3 clusters
  Score: Raw -19679.916176 + Penalty 2504.728580 = -17175.187596
  nChanged 2
		SP:Iteration 4Q (11507.420000 sec): 3 clusters
  Score: Raw -19689.127173 + Penalty 2504.728580 = -17184.398594
  nChanged 3
		SP:Iteration 5Q (11507.580000 sec): 3 clusters
  Score: Raw -19706.222410 + Penalty 2504.728580 = -17201.493830
  nChanged 2
		SP:Iteration 6Q (11507.750000 sec): 3 clusters
  Score: Raw -19730.803739 + Penalty 2504.728580 = -17226.075160
  nChanged 3
		SP:Iteration 7Q (11507.910000 sec): 3 clusters
  Score: Raw -19746.374534 + Penalty 2504.728580 = -17241.645954
  nChanged 1
		SP:Iteration 8Q (11508.070000 sec): 3 clusters
  Score: Raw -19756.872191 + Penalty 2504.728580 = -17252.143611
  nChanged 1
		SP:Iteration 9Q (11508.260000 sec): 3 clusters
  Score: Raw -19760.871186 + Penalty 2504.728580 = -17256.142606
  nChanged 0
		SP:Iteration 10F (11508.420000 sec): 3 clusters
  Score: Raw -19760.871186 + Penalty 2504.728580 = -17256.142606
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11508.500000 sec): 2 clusters
  Score: Raw -46997.579083 + Penalty 1459.753800 = -45537.825283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11508.660000 sec): 3 clusters
  Score: Raw -47557.424964 + Penalty 2919.507600 = -44637.917365
  nChanged 91
		SP:Iteration 1F (11508.820000 sec): 3 clusters
  Score: Raw -47751.276310 + Penalty 2919.507600 = -44831.768710
  nChanged 16
		SP:Iteration 2Q (11508.980000 sec): 3 clusters
  Score: Raw -47789.091577 + Penalty 2919.507600 = -44869.583977
  nChanged 9
		SP:Iteration 3Q (11509.140000 sec): 3 clusters
  Score: Raw -47822.738526 + Penalty 2919.507600 = -44903.230927
  nChanged 13
		SP:Iteration 4Q (11509.300000 sec): 3 clusters
  Score: Raw -47845.602798 + Penalty 2919.507600 = -44926.095199
  nChanged 10
		SP:Iteration 5Q (11509.480000 sec): 3 clusters
  Score: Raw -47868.432038 + Penalty 2919.507600 = -44948.924439
  nChanged 14
		SP:Iteration 6Q (11509.670000 sec): 3 clusters
  Score: Raw -47900.000466 + Penalty 2919.507600 = -44980.492867
  nChanged 13
		SP:Iteration 7Q (11509.780000 sec): 3 clusters
  Score: Raw -47937.949397 + Penalty 2919.507600 = -45018.441798
  nChanged 10
		SP:Iteration 8Q (11509.930000 sec): 3 clusters
  Score: Raw -47976.946957 + Penalty 2919.507600 = -45057.439357
  nChanged 2
		SP:Iteration 9Q (11510.100000 sec): 3 clusters
  Score: Raw -47991.259624 + Penalty 2919.507600 = -45071.752024
  nChanged 1
		SP:Iteration 10Q (11510.260000 sec): 3 clusters
  Score: Raw -47993.234871 + Penalty 2919.507600 = -45073.727271
  nChanged 0
		SP:Iteration 11F (11510.420000 sec): 3 clusters
  Score: Raw -48012.280397 + Penalty 2919.507600 = -45092.772797
  nChanged 2
		SP:Iteration 12Q (11510.590000 sec): 3 clusters
  Score: Raw -48195.496594 + Penalty 2919.507600 = -45275.988994
  nChanged 5
		SP:Iteration 13Q (11510.750000 sec): 3 clusters
  Score: Raw -48219.460214 + Penalty 2919.507600 = -45299.952614
  nChanged 2
		SP:Iteration 14Q (11510.920000 sec): 3 clusters
  Score: Raw -48226.392611 + Penalty 2919.507600 = -45306.885011
  nChanged 4
		SP:Iteration 15Q (11511.080000 sec): 3 clusters
  Score: Raw -48234.564518 + Penalty 2919.507600 = -45315.056918
  nChanged 3
		SP:Iteration 16Q (11511.230000 sec): 3 clusters
  Score: Raw -48240.605227 + Penalty 2919.507600 = -45321.097627
  nChanged 2
		SP:Iteration 17Q (11511.380000 sec): 3 clusters
  Score: Raw -48243.647392 + Penalty 2919.507600 = -45324.139792
  nChanged 1
		SP:Iteration 18Q (11511.510000 sec): 3 clusters
  Score: Raw -48246.086021 + Penalty 2919.507600 = -45326.578422
  nChanged 2
		SP:Iteration 19Q (11511.640000 sec): 3 clusters
  Score: Raw -48251.004466 + Penalty 2919.507600 = -45331.496867
  nChanged 2
		SP:Iteration 20F (11511.760000 sec): 3 clusters
  Score: Raw -48258.038756 + Penalty 2919.507600 = -45338.531156
  nChanged 3
		SP:Iteration 21Q (11511.890000 sec): 3 clusters
  Score: Raw -48266.155654 + Penalty 2919.507600 = -45346.648054
  nChanged 0
		SP:Iteration 22F (11512.020000 sec): 3 clusters
  Score: Raw -48266.155654 + Penalty 2919.507600 = -45346.648054
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11512.070000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11512.220000 sec): 3 clusters
  Score: Raw -72021.369479 + Penalty 2992.410766 = -69028.958713
  nChanged 56
		SP:Iteration 1F (11512.350000 sec): 3 clusters
  Score: Raw -72155.169177 + Penalty 2992.410766 = -69162.758411
  nChanged 13
		SP:Iteration 2Q (11512.500000 sec): 3 clusters
  Score: Raw -72188.088973 + Penalty 2992.410766 = -69195.678207
  nChanged 5
		SP:Iteration 3Q (11512.680000 sec): 3 clusters
  Score: Raw -72205.584955 + Penalty 2992.410766 = -69213.174189
  nChanged 2
		SP:Iteration 4Q (11512.820000 sec): 3 clusters
  Score: Raw -72217.452925 + Penalty 2992.410766 = -69225.042159
  nChanged 6
		SP:Iteration 5Q (11512.980000 sec): 3 clusters
  Score: Raw -72230.750052 + Penalty 2992.410766 = -69238.339286
  nChanged 2
		SP:Iteration 6Q (11513.150000 sec): 3 clusters
  Score: Raw -72236.215334 + Penalty 2992.410766 = -69243.804568
  nChanged 2
		SP:Iteration 7Q (11513.310000 sec): 3 clusters
  Score: Raw -72242.446024 + Penalty 2992.410766 = -69250.035258
  nChanged 0
		SP:Iteration 8F (11513.470000 sec): 3 clusters
  Score: Raw -72242.446024 + Penalty 2992.410766 = -69250.035258
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11513.660000 sec): 2 clusters
  Score: Raw -3701840.532432 + Penalty 2469.695379 = -3699370.837052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11513.990000 sec): 3 clusters
  Score: Raw -3689465.796374 + Penalty 4939.390759 = -3684526.405616
  nChanged 9382
		SP:Iteration 1F (11514.280000 sec): 3 clusters
  Score: Raw -3694642.813662 + Penalty 4939.390759 = -3689703.422903
  nChanged 1257
		SP:Iteration 2F (11514.570000 sec): 3 clusters
  Score: Raw -3695192.798553 + Penalty 4939.390759 = -3690253.407794
  nChanged 1131
		SP:Iteration 3F (11514.880000 sec): 3 clusters
  Score: Raw -3695718.064324 + Penalty 4939.390759 = -3690778.673565
  nChanged 1052
		SP:Iteration 4Q (11515.180000 sec): 3 clusters
  Score: Raw -3696270.301158 + Penalty 4939.390759 = -3691330.910399
  nChanged 1103
		SP:Iteration 5F (11515.500000 sec): 3 clusters
  Score: Raw -3696900.156298 + Penalty 4939.390759 = -3691960.765540
  nChanged 1132
		SP:Iteration 6F (11515.820000 sec): 3 clusters
  Score: Raw -3697519.440378 + Penalty 4939.390759 = -3692580.049619
  nChanged 1039
		SP:Iteration 7Q (11516.140000 sec): 3 clusters
  Score: Raw -3698082.983544 + Penalty 4939.390759 = -3693143.592785
  nChanged 960
		SP:Iteration 8Q (11516.410000 sec): 3 clusters
  Score: Raw -3698609.922866 + Penalty 4939.390759 = -3693670.532107
  nChanged 879
		SP:Iteration 9Q (11516.710000 sec): 3 clusters
  Score: Raw -3699041.408400 + Penalty 4939.390759 = -3694102.017642
  nChanged 782
		SP:Iteration 10Q (11517.020000 sec): 3 clusters
  Score: Raw -3699366.101706 + Penalty 4939.390759 = -3694426.710948
  nChanged 628
		SP:Iteration 11Q (11517.390000 sec): 3 clusters
  Score: Raw -3699569.472294 + Penalty 4939.390759 = -3694630.081535
  nChanged 463
		SP:Iteration 12Q (11517.780000 sec): 3 clusters
  Score: Raw -3699695.531564 + Penalty 4939.390759 = -3694756.140805
  nChanged 358
		SP:Iteration 13Q (11518.090000 sec): 3 clusters
  Score: Raw -3699789.722385 + Penalty 4939.390759 = -3694850.331626
  nChanged 324
		SP:Iteration 14Q (11518.430000 sec): 3 clusters
  Score: Raw -3699867.794887 + Penalty 4939.390759 = -3694928.404128
  nChanged 277
		SP:Iteration 15Q (11518.690000 sec): 3 clusters
  Score: Raw -3699930.808184 + Penalty 4939.390759 = -3694991.417425
  nChanged 250
		SP:Iteration 16Q (11519.000000 sec): 3 clusters
  Score: Raw -3699985.356477 + Penalty 4939.390759 = -3695045.965718
  nChanged 237
		SP:Iteration 17Q (11519.350000 sec): 3 clusters
  Score: Raw -3700037.928060 + Penalty 4939.390759 = -3695098.537301
  nChanged 217
		SP:Iteration 18Q (11519.720000 sec): 3 clusters
  Score: Raw -3700082.155577 + Penalty 4939.390759 = -3695142.764818
  nChanged 214
		SP:Iteration 19Q (11520.030000 sec): 3 clusters
  Score: Raw -3700128.623136 + Penalty 4939.390759 = -3695189.232377
  nChanged 214
		SP:Iteration 20F (11520.380000 sec): 3 clusters
  Score: Raw -3700164.750065 + Penalty 4939.390759 = -3695225.359306
  nChanged 180
		SP:Iteration 21Q (11520.720000 sec): 3 clusters
  Score: Raw -3700197.393607 + Penalty 4939.390759 = -3695258.002848
  nChanged 174
		SP:Iteration 22Q (11521.010000 sec): 3 clusters
  Score: Raw -3700225.733562 + Penalty 4939.390759 = -3695286.342803
  nChanged 163
		SP:Iteration 23Q (11521.320000 sec): 3 clusters
  Score: Raw -3700252.384935 + Penalty 4939.390759 = -3695312.994176
  nChanged 143
		SP:Iteration 24Q (11521.630000 sec): 3 clusters
  Score: Raw -3700276.068981 + Penalty 4939.390759 = -3695336.678222
  nChanged 140
		SP:Iteration 25Q (11521.980000 sec): 3 clusters
  Score: Raw -3700301.169029 + Penalty 4939.390759 = -3695361.778270
  nChanged 146
		SP:Iteration 26Q (11522.310000 sec): 3 clusters
  Score: Raw -3700325.211195 + Penalty 4939.390759 = -3695385.820436
  nChanged 134
		SP:Iteration 27Q (11522.610000 sec): 3 clusters
  Score: Raw -3700345.533533 + Penalty 4939.390759 = -3695406.142774
  nChanged 129
		SP:Iteration 28Q (11522.950000 sec): 3 clusters
  Score: Raw -3700365.359731 + Penalty 4939.390759 = -3695425.968972
  nChanged 131
		SP:Iteration 29Q (11523.320000 sec): 3 clusters
  Score: Raw -3700386.365295 + Penalty 4939.390759 = -3695446.974536
  nChanged 137
		SP:Iteration 30Q (11523.640000 sec): 3 clusters
  Score: Raw -3700410.571163 + Penalty 4939.390759 = -3695471.180404
  nChanged 142
		SP:Iteration 31Q (11524.000000 sec): 3 clusters
  Score: Raw -3700433.834648 + Penalty 4939.390759 = -3695494.443889
  nChanged 134
		SP:Iteration 32Q (11524.320000 sec): 3 clusters
  Score: Raw -3700454.436576 + Penalty 4939.390759 = -3695515.045818
  nChanged 123
		SP:Iteration 33Q (11524.700000 sec): 3 clusters
  Score: Raw -3700472.729947 + Penalty 4939.390759 = -3695533.339188
  nChanged 119
		SP:Iteration 34Q (11525.050000 sec): 3 clusters
  Score: Raw -3700494.008951 + Penalty 4939.390759 = -3695554.618192
  nChanged 137
		SP:Iteration 35Q (11525.390000 sec): 3 clusters
  Score: Raw -3700517.011542 + Penalty 4939.390759 = -3695577.620783
  nChanged 135
		SP:Iteration 36Q (11525.680000 sec): 3 clusters
  Score: Raw -3700540.485704 + Penalty 4939.390759 = -3695601.094945
  nChanged 160
		SP:Iteration 37Q (11526.020000 sec): 3 clusters
  Score: Raw -3700571.636537 + Penalty 4939.390759 = -3695632.245778
  nChanged 171
		SP:Iteration 38Q (11526.320000 sec): 3 clusters
  Score: Raw -3700605.563368 + Penalty 4939.390759 = -3695666.172609
  nChanged 158
		SP:Iteration 39Q (11526.700000 sec): 3 clusters
  Score: Raw -3700638.370304 + Penalty 4939.390759 = -3695698.979545
  nChanged 178
		SP:Iteration 40F (11526.990000 sec): 3 clusters
  Score: Raw -3700676.513725 + Penalty 4939.390759 = -3695737.122966
  nChanged 188
		SP:Iteration 41Q (11527.250000 sec): 3 clusters
  Score: Raw -3700717.762562 + Penalty 4939.390759 = -3695778.371803
  nChanged 185
		SP:Iteration 42Q (11527.560000 sec): 3 clusters
  Score: Raw -3700762.055440 + Penalty 4939.390759 = -3695822.664681
  nChanged 194
		SP:Iteration 43Q (11527.890000 sec): 3 clusters
  Score: Raw -3700802.230687 + Penalty 4939.390759 = -3695862.839928
  nChanged 178
		SP:Iteration 44Q (11528.270000 sec): 3 clusters
  Score: Raw -3700836.355532 + Penalty 4939.390759 = -3695896.964773
  nChanged 161
		SP:Iteration 45Q (11528.540000 sec): 3 clusters
  Score: Raw -3700869.530011 + Penalty 4939.390759 = -3695930.139252
  nChanged 149
		SP:Iteration 46Q (11528.900000 sec): 3 clusters
  Score: Raw -3700900.663331 + Penalty 4939.390759 = -3695961.272572
  nChanged 171
		SP:Iteration 47Q (11529.220000 sec): 3 clusters
  Score: Raw -3700944.081089 + Penalty 4939.390759 = -3696004.690330
  nChanged 197
		SP:Iteration 48Q (11529.470000 sec): 3 clusters
  Score: Raw -3701001.023325 + Penalty 4939.390759 = -3696061.632566
  nChanged 211
		SP:Iteration 49Q (11529.830000 sec): 3 clusters
  Score: Raw -3701062.492167 + Penalty 4939.390759 = -3696123.101408
  nChanged 194
		SP:Iteration 50Q (11530.210000 sec): 3 clusters
  Score: Raw -3701112.216830 + Penalty 4939.390759 = -3696172.826072
  nChanged 196
		SP:Iteration 51Q (11530.470000 sec): 3 clusters
  Score: Raw -3701169.369948 + Penalty 4939.390759 = -3696229.979189
  nChanged 212
		SP:Iteration 52Q (11530.850000 sec): 3 clusters
  Score: Raw -3701239.803838 + Penalty 4939.390759 = -3696300.413079
  nChanged 217
		SP:Iteration 53Q (11531.140000 sec): 3 clusters
  Score: Raw -3701324.957500 + Penalty 4939.390759 = -3696385.566741
  nChanged 234
		SP:Iteration 54Q (11531.440000 sec): 3 clusters
  Score: Raw -3701416.108164 + Penalty 4939.390759 = -3696476.717405
  nChanged 249
		SP:Iteration 55Q (11531.720000 sec): 3 clusters
  Score: Raw -3701511.070924 + Penalty 4939.390759 = -3696571.680165
  nChanged 246
		SP:Iteration 56Q (11532.070000 sec): 3 clusters
  Score: Raw -3701607.932369 + Penalty 4939.390759 = -3696668.541610
  nChanged 221
		SP:Iteration 57Q (11532.350000 sec): 3 clusters
  Score: Raw -3701695.150047 + Penalty 4939.390759 = -3696755.759288
  nChanged 207
		SP:Iteration 58Q (11532.700000 sec): 3 clusters
  Score: Raw -3701773.788061 + Penalty 4939.390759 = -3696834.397302
  nChanged 189
		SP:Iteration 59Q (11532.980000 sec): 3 clusters
  Score: Raw -3701837.748528 + Penalty 4939.390759 = -3696898.357769
  nChanged 169
		SP:Iteration 60F (11533.290000 sec): 3 clusters
  Score: Raw -3701900.531061 + Penalty 4939.390759 = -3696961.140302
  nChanged 161
		SP:Iteration 61Q (11533.690000 sec): 3 clusters
  Score: Raw -3701952.761749 + Penalty 4939.390759 = -3697013.370990
  nChanged 129
		SP:Iteration 62Q (11534.040000 sec): 3 clusters
  Score: Raw -3701987.568361 + Penalty 4939.390759 = -3697048.177602
  nChanged 95
		SP:Iteration 63Q (11534.340000 sec): 3 clusters
  Score: Raw -3702015.862947 + Penalty 4939.390759 = -3697076.472188
  nChanged 94
		SP:Iteration 64Q (11534.620000 sec): 3 clusters
  Score: Raw -3702043.401290 + Penalty 4939.390759 = -3697104.010531
  nChanged 79
		SP:Iteration 65Q (11534.860000 sec): 3 clusters
  Score: Raw -3702067.228071 + Penalty 4939.390759 = -3697127.837313
  nChanged 72
		SP:Iteration 66Q (11535.190000 sec): 3 clusters
  Score: Raw -3702087.492534 + Penalty 4939.390759 = -3697148.101775
  nChanged 70
		SP:Iteration 67Q (11535.480000 sec): 3 clusters
  Score: Raw -3702105.372104 + Penalty 4939.390759 = -3697165.981345
  nChanged 51
		SP:Iteration 68Q (11535.760000 sec): 3 clusters
  Score: Raw -3702120.069240 + Penalty 4939.390759 = -3697180.678482
  nChanged 56
		SP:Iteration 69Q (11536.000000 sec): 3 clusters
  Score: Raw -3702140.944680 + Penalty 4939.390759 = -3697201.553921
  nChanged 61
		SP:Iteration 70Q (11536.300000 sec): 3 clusters
  Score: Raw -3702164.110874 + Penalty 4939.390759 = -3697224.720115
  nChanged 72
		SP:Iteration 71Q (11536.600000 sec): 3 clusters
  Score: Raw -3702186.804739 + Penalty 4939.390759 = -3697247.413980
  nChanged 58
		SP:Iteration 72Q (11536.920000 sec): 3 clusters
  Score: Raw -3702204.569515 + Penalty 4939.390759 = -3697265.178756
  nChanged 58
		SP:Iteration 73Q (11537.230000 sec): 3 clusters
  Score: Raw -3702221.054778 + Penalty 4939.390759 = -3697281.664019
  nChanged 50
		SP:Iteration 74Q (11537.540000 sec): 3 clusters
  Score: Raw -3702240.333101 + Penalty 4939.390759 = -3697300.942342
  nChanged 57
		SP:Iteration 75Q (11537.840000 sec): 3 clusters
  Score: Raw -3702258.827930 + Penalty 4939.390759 = -3697319.437171
  nChanged 49
		SP:Iteration 76Q (11538.140000 sec): 3 clusters
  Score: Raw -3702272.973441 + Penalty 4939.390759 = -3697333.582682
  nChanged 52
		SP:Iteration 77Q (11538.410000 sec): 3 clusters
  Score: Raw -3702289.553779 + Penalty 4939.390759 = -3697350.163020
  nChanged 49
		SP:Iteration 78Q (11538.710000 sec): 3 clusters
  Score: Raw -3702303.949930 + Penalty 4939.390759 = -3697364.559171
  nChanged 41
		SP:Iteration 79Q (11539.040000 sec): 3 clusters
  Score: Raw -3702314.272076 + Penalty 4939.390759 = -3697374.881317
  nChanged 27
		SP:Iteration 80F (11539.340000 sec): 3 clusters
  Score: Raw -3702320.269266 + Penalty 4939.390759 = -3697380.878507
  nChanged 21
		SP:Iteration 81Q (11539.650000 sec): 3 clusters
  Score: Raw -3702325.940322 + Penalty 4939.390759 = -3697386.549563
  nChanged 30
		SP:Iteration 82Q (11539.990000 sec): 3 clusters
  Score: Raw -3702333.790437 + Penalty 4939.390759 = -3697394.399678
  nChanged 27
		SP:Iteration 83Q (11540.250000 sec): 3 clusters
  Score: Raw -3702342.741178 + Penalty 4939.390759 = -3697403.350419
  nChanged 29
		SP:Iteration 84Q (11540.600000 sec): 3 clusters
  Score: Raw -3702350.955690 + Penalty 4939.390759 = -3697411.564931
  nChanged 28
		SP:Iteration 85Q (11540.880000 sec): 3 clusters
  Score: Raw -3702360.024225 + Penalty 4939.390759 = -3697420.633466
  nChanged 35
		SP:Iteration 86Q (11541.160000 sec): 3 clusters
  Score: Raw -3702371.059456 + Penalty 4939.390759 = -3697431.668697
  nChanged 28
		SP:Iteration 87Q (11541.460000 sec): 3 clusters
  Score: Raw -3702379.194489 + Penalty 4939.390759 = -3697439.803730
  nChanged 17
		SP:Iteration 88Q (11541.830000 sec): 3 clusters
  Score: Raw -3702383.885398 + Penalty 4939.390759 = -3697444.494639
  nChanged 19
		SP:Iteration 89Q (11542.190000 sec): 3 clusters
  Score: Raw -3702388.920801 + Penalty 4939.390759 = -3697449.530042
  nChanged 13
		SP:Iteration 90Q (11542.480000 sec): 3 clusters
  Score: Raw -3702393.107985 + Penalty 4939.390759 = -3697453.717226
  nChanged 13
		SP:Iteration 91Q (11542.820000 sec): 3 clusters
  Score: Raw -3702396.304924 + Penalty 4939.390759 = -3697456.914165
  nChanged 12
		SP:Iteration 92Q (11543.090000 sec): 3 clusters
  Score: Raw -3702398.591806 + Penalty 4939.390759 = -3697459.201048
  nChanged 7
		SP:Iteration 93Q (11543.400000 sec): 3 clusters
  Score: Raw -3702399.672761 + Penalty 4939.390759 = -3697460.282002
  nChanged 1
		SP:Iteration 94Q (11543.690000 sec): 3 clusters
  Score: Raw -3702399.826496 + Penalty 4939.390759 = -3697460.435737
  nChanged 1
		SP:Iteration 95Q (11543.960000 sec): 3 clusters
  Score: Raw -3702400.049147 + Penalty 4939.390759 = -3697460.658389
  nChanged 2
		SP:Iteration 96Q (11544.250000 sec): 3 clusters
  Score: Raw -3702400.309635 + Penalty 4939.390759 = -3697460.918877
  nChanged 0
		SP:Iteration 97F (11544.590000 sec): 3 clusters
  Score: Raw -3702400.309635 + Penalty 4939.390759 = -3697460.918877
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11544.650000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11544.790000 sec): 3 clusters
  Score: Raw -38440.263326 + Penalty 2740.624658 = -35699.638668
  nChanged 31
		SP:Iteration 1F (11544.970000 sec): 3 clusters
  Score: Raw -38635.827705 + Penalty 2740.624658 = -35895.203048
  nChanged 19
		SP:Iteration 2F (11545.110000 sec): 3 clusters
  Score: Raw -38778.042692 + Penalty 2740.624658 = -36037.418034
  nChanged 8
		SP:Iteration 3Q (11545.270000 sec): 3 clusters
  Score: Raw -38860.710579 + Penalty 2740.624658 = -36120.085921
  nChanged 4
		SP:Iteration 4Q (11545.410000 sec): 3 clusters
  Score: Raw -38931.482667 + Penalty 2740.624658 = -36190.858010
  nChanged 1
		SP:Iteration 5Q (11545.570000 sec): 3 clusters
  Score: Raw -38937.068338 + Penalty 2740.624658 = -36196.443680
  nChanged 0
		SP:Iteration 6F (11545.730000 sec): 3 clusters
  Score: Raw -38937.068338 + Penalty 2740.624658 = -36196.443680
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11545.820000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11545.980000 sec): 3 clusters
  Score: Raw -110494.611015 + Penalty 3200.216281 = -107294.394734
  nChanged 123
		SP:Iteration 1F (11546.180000 sec): 3 clusters
  Score: Raw -110699.758327 + Penalty 3200.216281 = -107499.542046
  nChanged 41
		SP:Iteration 2F (11546.310000 sec): 3 clusters
  Score: Raw -110804.393473 + Penalty 3200.216281 = -107604.177191
  nChanged 30
		SP:Iteration 3Q (11546.460000 sec): 3 clusters
  Score: Raw -110895.535497 + Penalty 3200.216281 = -107695.319216
  nChanged 24
		SP:Iteration 4Q (11546.670000 sec): 3 clusters
  Score: Raw -110949.548859 + Penalty 3200.216281 = -107749.332578
  nChanged 15
		SP:Iteration 5Q (11546.850000 sec): 3 clusters
  Score: Raw -110973.566103 + Penalty 3200.216281 = -107773.349821
  nChanged 15
		SP:Iteration 6Q (11546.990000 sec): 3 clusters
  Score: Raw -111000.762988 + Penalty 3200.216281 = -107800.546707
  nChanged 8
		SP:Iteration 7Q (11547.130000 sec): 3 clusters
  Score: Raw -111012.691961 + Penalty 3200.216281 = -107812.475679
  nChanged 3
		SP:Iteration 8Q (11547.270000 sec): 3 clusters
  Score: Raw -111023.405848 + Penalty 3200.216281 = -107823.189567
  nChanged 6
		SP:Iteration 9Q (11547.410000 sec): 3 clusters
  Score: Raw -111034.231605 + Penalty 3200.216281 = -107834.015324
  nChanged 6
		SP:Iteration 10Q (11547.550000 sec): 3 clusters
  Score: Raw -111042.254505 + Penalty 3200.216281 = -107842.038224
  nChanged 4
		SP:Iteration 11Q (11547.700000 sec): 3 clusters
  Score: Raw -111054.632332 + Penalty 3200.216281 = -107854.416050
  nChanged 3
		SP:Iteration 12Q (11547.840000 sec): 3 clusters
  Score: Raw -111058.718820 + Penalty 3200.216281 = -107858.502539
  nChanged 2
		SP:Iteration 13Q (11547.960000 sec): 3 clusters
  Score: Raw -111061.799993 + Penalty 3200.216281 = -107861.583711
  nChanged 1
		SP:Iteration 14Q (11548.130000 sec): 3 clusters
  Score: Raw -111063.564650 + Penalty 3200.216281 = -107863.348369
  nChanged 1
		SP:Iteration 15Q (11548.300000 sec): 3 clusters
  Score: Raw -111064.940366 + Penalty 3200.216281 = -107864.724085
  nChanged 1
		SP:Iteration 16Q (11548.470000 sec): 3 clusters
  Score: Raw -111066.118388 + Penalty 3200.216281 = -107865.902107
  nChanged 0
		SP:Iteration 17F (11548.610000 sec): 3 clusters
  Score: Raw -111066.118388 + Penalty 3200.216281 = -107865.902107
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11548.680000 sec): 2 clusters
  Score: Raw -70733.769478 + Penalty 1580.159738 = -69153.609740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11548.830000 sec): 3 clusters
  Score: Raw -70765.621556 + Penalty 3160.319476 = -67605.302080
  nChanged 139
		SP:Iteration 1F (11548.990000 sec): 3 clusters
  Score: Raw -71099.813173 + Penalty 3160.319476 = -67939.493696
  nChanged 57
		SP:Iteration 2F (11549.150000 sec): 3 clusters
  Score: Raw -71327.634432 + Penalty 3160.319476 = -68167.314956
  nChanged 40
		SP:Iteration 3F (11549.310000 sec): 3 clusters
  Score: Raw -71419.449529 + Penalty 3160.319476 = -68259.130053
  nChanged 16
		SP:Iteration 4Q (11549.500000 sec): 3 clusters
  Score: Raw -71488.350326 + Penalty 3160.319476 = -68328.030849
  nChanged 12
		SP:Iteration 5Q (11549.630000 sec): 3 clusters
  Score: Raw -71530.170994 + Penalty 3160.319476 = -68369.851517
  nChanged 7
		SP:Iteration 6Q (11549.780000 sec): 3 clusters
  Score: Raw -71555.043555 + Penalty 3160.319476 = -68394.724079
  nChanged 5
		SP:Iteration 7Q (11549.910000 sec): 3 clusters
  Score: Raw -71563.190054 + Penalty 3160.319476 = -68402.870578
  nChanged 3
		SP:Iteration 8Q (11550.070000 sec): 3 clusters
  Score: Raw -71567.527609 + Penalty 3160.319476 = -68407.208133
  nChanged 2
		SP:Iteration 9Q (11550.230000 sec): 3 clusters
  Score: Raw -71568.952953 + Penalty 3160.319476 = -68408.633477
  nChanged 2
		SP:Iteration 10Q (11550.400000 sec): 3 clusters
  Score: Raw -71571.604158 + Penalty 3160.319476 = -68411.284682
  nChanged 1
		SP:Iteration 11Q (11550.560000 sec): 3 clusters
  Score: Raw -71572.386982 + Penalty 3160.319476 = -68412.067505
  nChanged 0
		SP:Iteration 12F (11550.730000 sec): 3 clusters
  Score: Raw -71572.386982 + Penalty 3160.319476 = -68412.067505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11550.810000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11550.970000 sec): 3 clusters
  Score: Raw -29661.605522 + Penalty 2632.900778 = -27028.704744
  nChanged 15
		SP:Iteration 1F (11551.150000 sec): 3 clusters
  Score: Raw -29758.218729 + Penalty 2632.900778 = -27125.317951
  nChanged 5
		SP:Iteration 2Q (11551.330000 sec): 3 clusters
  Score: Raw -29782.992399 + Penalty 2632.900778 = -27150.091621
  nChanged 0
		SP:Iteration 3F (11551.480000 sec): 3 clusters
  Score: Raw -29782.992399 + Penalty 2632.900778 = -27150.091621
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11551.530000 sec): 2 clusters
  Score: Raw -253175.849116 + Penalty 1824.515724 = -251351.333392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11551.690000 sec): 3 clusters
  Score: Raw -252701.898739 + Penalty 3649.031448 = -249052.867291
  nChanged 472
		SP:Iteration 1F (11551.860000 sec): 3 clusters
  Score: Raw -253346.898098 + Penalty 3649.031448 = -249697.866650
  nChanged 176
		SP:Iteration 2F (11552.020000 sec): 3 clusters
  Score: Raw -253877.539725 + Penalty 3649.031448 = -250228.508277
  nChanged 161
		SP:Iteration 3F (11552.180000 sec): 3 clusters
  Score: Raw -254319.746295 + Penalty 3649.031448 = -250670.714847
  nChanged 104
		SP:Iteration 4F (11552.350000 sec): 3 clusters
  Score: Raw -254580.685532 + Penalty 3649.031448 = -250931.654084
  nChanged 71
		SP:Iteration 5Q (11552.500000 sec): 3 clusters
  Score: Raw -254691.185076 + Penalty 3649.031448 = -251042.153627
  nChanged 34
		SP:Iteration 6Q (11552.660000 sec): 3 clusters
  Score: Raw -254728.810902 + Penalty 3649.031448 = -251079.779454
  nChanged 18
		SP:Iteration 7Q (11552.870000 sec): 3 clusters
  Score: Raw -254745.277703 + Penalty 3649.031448 = -251096.246255
  nChanged 7
		SP:Iteration 8Q (11552.990000 sec): 3 clusters
  Score: Raw -254754.966919 + Penalty 3649.031448 = -251105.935470
  nChanged 3
		SP:Iteration 9Q (11553.140000 sec): 3 clusters
  Score: Raw -254763.167199 + Penalty 3649.031448 = -251114.135751
  nChanged 6
		SP:Iteration 10Q (11553.230000 sec): 3 clusters
  Score: Raw -254773.660449 + Penalty 3649.031448 = -251124.629001
  nChanged 9
		SP:Iteration 11Q (11553.350000 sec): 3 clusters
  Score: Raw -254786.230247 + Penalty 3649.031448 = -251137.198798
  nChanged 3
		SP:Iteration 12Q (11553.490000 sec): 3 clusters
  Score: Raw -254794.210466 + Penalty 3649.031448 = -251145.179017
  nChanged 4
		SP:Iteration 13Q (11553.640000 sec): 3 clusters
  Score: Raw -254798.004946 + Penalty 3649.031448 = -251148.973497
  nChanged 3
		SP:Iteration 14Q (11553.790000 sec): 3 clusters
  Score: Raw -254802.144600 + Penalty 3649.031448 = -251153.113151
  nChanged 3
		SP:Iteration 15Q (11553.930000 sec): 3 clusters
  Score: Raw -254808.556015 + Penalty 3649.031448 = -251159.524567
  nChanged 4
		SP:Iteration 16Q (11554.080000 sec): 3 clusters
  Score: Raw -254817.087753 + Penalty 3649.031448 = -251168.056305
  nChanged 7
		SP:Iteration 17Q (11554.220000 sec): 3 clusters
  Score: Raw -254828.603628 + Penalty 3649.031448 = -251179.572179
  nChanged 4
		SP:Iteration 18Q (11554.370000 sec): 3 clusters
  Score: Raw -254836.392760 + Penalty 3649.031448 = -251187.361312
  nChanged 4
		SP:Iteration 19Q (11554.570000 sec): 3 clusters
  Score: Raw -254843.722835 + Penalty 3649.031448 = -251194.691387
  nChanged 4
		SP:Iteration 20F (11554.730000 sec): 3 clusters
  Score: Raw -254856.642073 + Penalty 3649.031448 = -251207.610625
  nChanged 5
		SP:Iteration 21Q (11554.840000 sec): 3 clusters
  Score: Raw -254861.555693 + Penalty 3649.031448 = -251212.524245
  nChanged 4
		SP:Iteration 22Q (11554.980000 sec): 3 clusters
  Score: Raw -254867.304754 + Penalty 3649.031448 = -251218.273306
  nChanged 2
		SP:Iteration 23Q (11555.140000 sec): 3 clusters
  Score: Raw -254869.401031 + Penalty 3649.031448 = -251220.369582
  nChanged 1
		SP:Iteration 24Q (11555.300000 sec): 3 clusters
  Score: Raw -254869.619820 + Penalty 3649.031448 = -251220.588371
  nChanged 0
		SP:Iteration 25F (11555.460000 sec): 3 clusters
  Score: Raw -254869.619820 + Penalty 3649.031448 = -251220.588371
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11555.540000 sec): 2 clusters
  Score: Raw -164066.490673 + Penalty 1706.844493 = -162359.646180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11555.700000 sec): 3 clusters
  Score: Raw -163847.240819 + Penalty 3413.688986 = -160433.551833
  nChanged 262
		SP:Iteration 1F (11555.860000 sec): 3 clusters
  Score: Raw -164114.505007 + Penalty 3413.688986 = -160700.816022
  nChanged 52
		SP:Iteration 2F (11556.010000 sec): 3 clusters
  Score: Raw -164183.799948 + Penalty 3413.688986 = -160770.110962
  nChanged 26
		SP:Iteration 3Q (11556.160000 sec): 3 clusters
  Score: Raw -164221.916630 + Penalty 3413.688986 = -160808.227644
  nChanged 20
		SP:Iteration 4Q (11556.320000 sec): 3 clusters
  Score: Raw -164261.794142 + Penalty 3413.688986 = -160848.105156
  nChanged 30
		SP:Iteration 5Q (11556.460000 sec): 3 clusters
  Score: Raw -164310.764234 + Penalty 3413.688986 = -160897.075249
  nChanged 15
		SP:Iteration 6Q (11556.620000 sec): 3 clusters
  Score: Raw -164330.277208 + Penalty 3413.688986 = -160916.588222
  nChanged 13
		SP:Iteration 7Q (11556.780000 sec): 3 clusters
  Score: Raw -164347.341378 + Penalty 3413.688986 = -160933.652392
  nChanged 7
		SP:Iteration 8Q (11556.940000 sec): 3 clusters
  Score: Raw -164353.042624 + Penalty 3413.688986 = -160939.353638
  nChanged 1
		SP:Iteration 9Q (11557.100000 sec): 3 clusters
  Score: Raw -164353.748205 + Penalty 3413.688986 = -160940.059220
  nChanged 1
		SP:Iteration 10Q (11557.260000 sec): 3 clusters
  Score: Raw -164355.324546 + Penalty 3413.688986 = -160941.635560
  nChanged 1
		SP:Iteration 11Q (11557.420000 sec): 3 clusters
  Score: Raw -164356.841007 + Penalty 3413.688986 = -160943.152022
  nChanged 2
		SP:Iteration 12Q (11557.580000 sec): 3 clusters
  Score: Raw -164359.726889 + Penalty 3413.688986 = -160946.037903
  nChanged 3
		SP:Iteration 13Q (11557.740000 sec): 3 clusters
  Score: Raw -164362.053723 + Penalty 3413.688986 = -160948.364738
  nChanged 2
		SP:Iteration 14Q (11557.930000 sec): 3 clusters
  Score: Raw -164363.666608 + Penalty 3413.688986 = -160949.977622
  nChanged 2
		SP:Iteration 15Q (11558.120000 sec): 3 clusters
  Score: Raw -164365.095945 + Penalty 3413.688986 = -160951.406960
  nChanged 0
		SP:Iteration 16F (11558.280000 sec): 3 clusters
  Score: Raw -164365.095945 + Penalty 3413.688986 = -160951.406960
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11558.350000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11558.490000 sec): 3 clusters
  Score: Raw -76321.195362 + Penalty 3063.230166 = -73257.965196
  nChanged 81
		SP:Iteration 1F (11558.640000 sec): 3 clusters
  Score: Raw -76521.950686 + Penalty 3063.230166 = -73458.720520
  nChanged 30
		SP:Iteration 2F (11558.780000 sec): 3 clusters
  Score: Raw -76651.336802 + Penalty 3063.230166 = -73588.106636
  nChanged 16
		SP:Iteration 3Q (11558.930000 sec): 3 clusters
  Score: Raw -76702.856788 + Penalty 3063.230166 = -73639.626622
  nChanged 10
		SP:Iteration 4Q (11559.070000 sec): 3 clusters
  Score: Raw -76724.894018 + Penalty 3063.230166 = -73661.663852
  nChanged 3
		SP:Iteration 5Q (11559.250000 sec): 3 clusters
  Score: Raw -76737.506791 + Penalty 3063.230166 = -73674.276625
  nChanged 4
		SP:Iteration 6Q (11559.430000 sec): 3 clusters
  Score: Raw -76748.863508 + Penalty 3063.230166 = -73685.633342
  nChanged 2
		SP:Iteration 7Q (11559.550000 sec): 3 clusters
  Score: Raw -76755.909762 + Penalty 3063.230166 = -73692.679596
  nChanged 4
		SP:Iteration 8Q (11559.710000 sec): 3 clusters
  Score: Raw -76767.769109 + Penalty 3063.230166 = -73704.538943
  nChanged 2
		SP:Iteration 9Q (11559.870000 sec): 3 clusters
  Score: Raw -76772.296489 + Penalty 3063.230166 = -73709.066323
  nChanged 0
		SP:Iteration 10F (11560.030000 sec): 3 clusters
  Score: Raw -76772.296489 + Penalty 3063.230166 = -73709.066323
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11560.110000 sec): 2 clusters
  Score: Raw -34856.469177 + Penalty 1349.719592 = -33506.749585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11560.280000 sec): 3 clusters
  Score: Raw -35073.451752 + Penalty 2699.439184 = -32374.012567
  nChanged 19
		SP:Iteration 1F (11560.440000 sec): 3 clusters
  Score: Raw -35179.475125 + Penalty 2699.439184 = -32480.035940
  nChanged 5
		SP:Iteration 2Q (11560.590000 sec): 3 clusters
  Score: Raw -35226.764767 + Penalty 2699.439184 = -32527.325583
  nChanged 3
		SP:Iteration 3Q (11560.750000 sec): 3 clusters
  Score: Raw -35234.324488 + Penalty 2699.439184 = -32534.885304
  nChanged 1
		SP:Iteration 4Q (11560.940000 sec): 3 clusters
  Score: Raw -35237.071585 + Penalty 2699.439184 = -32537.632400
  nChanged 0
		SP:Iteration 5F (11561.070000 sec): 3 clusters
  Score: Raw -35237.071585 + Penalty 2699.439184 = -32537.632400
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11561.170000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11561.280000 sec): 3 clusters
  Score: Raw -39907.603995 + Penalty 2769.414169 = -37138.189826
  nChanged 39
		SP:Iteration 1F (11561.440000 sec): 3 clusters
  Score: Raw -40014.775636 + Penalty 2769.414169 = -37245.361466
  nChanged 3
		SP:Iteration 2Q (11561.600000 sec): 3 clusters
  Score: Raw -40026.205941 + Penalty 2769.414169 = -37256.791771
  nChanged 4
		SP:Iteration 3Q (11561.760000 sec): 3 clusters
  Score: Raw -40035.841909 + Penalty 2769.414169 = -37266.427740
  nChanged 0
		SP:Iteration 4F (11561.970000 sec): 3 clusters
  Score: Raw -40035.841909 + Penalty 2769.414169 = -37266.427740
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11562.040000 sec): 2 clusters
  Score: Raw -393391.103930 + Penalty 1927.538231 = -391463.565699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11562.190000 sec): 3 clusters
  Score: Raw -392467.271110 + Penalty 3855.076461 = -388612.194649
  nChanged 800
		SP:Iteration 1F (11562.350000 sec): 3 clusters
  Score: Raw -393113.658021 + Penalty 3855.076461 = -389258.581559
  nChanged 217
		SP:Iteration 2F (11562.510000 sec): 3 clusters
  Score: Raw -393370.976295 + Penalty 3855.076461 = -389515.899834
  nChanged 167
		SP:Iteration 3F (11562.690000 sec): 3 clusters
  Score: Raw -393572.569965 + Penalty 3855.076461 = -389717.493503
  nChanged 121
		SP:Iteration 4F (11562.850000 sec): 3 clusters
  Score: Raw -393757.139367 + Penalty 3855.076461 = -389902.062906
  nChanged 121
		SP:Iteration 5F (11562.980000 sec): 3 clusters
  Score: Raw -393903.543945 + Penalty 3855.076461 = -390048.467484
  nChanged 90
		SP:Iteration 6Q (11563.130000 sec): 3 clusters
  Score: Raw -394001.086361 + Penalty 3855.076461 = -390146.009900
  nChanged 75
		SP:Iteration 7Q (11563.290000 sec): 3 clusters
  Score: Raw -394070.449421 + Penalty 3855.076461 = -390215.372959
  nChanged 52
		SP:Iteration 8Q (11563.450000 sec): 3 clusters
  Score: Raw -394125.161289 + Penalty 3855.076461 = -390270.084827
  nChanged 47
		SP:Iteration 9Q (11563.610000 sec): 3 clusters
  Score: Raw -394181.225328 + Penalty 3855.076461 = -390326.148866
  nChanged 41
		SP:Iteration 10Q (11563.770000 sec): 3 clusters
  Score: Raw -394207.378897 + Penalty 3855.076461 = -390352.302436
  nChanged 27
		SP:Iteration 11Q (11563.930000 sec): 3 clusters
  Score: Raw -394231.614251 + Penalty 3855.076461 = -390376.537790
  nChanged 24
		SP:Iteration 12Q (11564.090000 sec): 3 clusters
  Score: Raw -394248.126658 + Penalty 3855.076461 = -390393.050196
  nChanged 22
		SP:Iteration 13Q (11564.260000 sec): 3 clusters
  Score: Raw -394264.360671 + Penalty 3855.076461 = -390409.284209
  nChanged 15
		SP:Iteration 14Q (11564.450000 sec): 3 clusters
  Score: Raw -394272.522152 + Penalty 3855.076461 = -390417.445690
  nChanged 5
		SP:Iteration 15Q (11564.630000 sec): 3 clusters
  Score: Raw -394276.027947 + Penalty 3855.076461 = -390420.951486
  nChanged 10
		SP:Iteration 16Q (11564.760000 sec): 3 clusters
  Score: Raw -394281.261129 + Penalty 3855.076461 = -390426.184668
  nChanged 8
		SP:Iteration 17Q (11564.920000 sec): 3 clusters
  Score: Raw -394283.887801 + Penalty 3855.076461 = -390428.811339
  nChanged 4
		SP:Iteration 18Q (11565.080000 sec): 3 clusters
  Score: Raw -394285.959473 + Penalty 3855.076461 = -390430.883011
  nChanged 4
		SP:Iteration 19Q (11565.240000 sec): 3 clusters
  Score: Raw -394287.777832 + Penalty 3855.076461 = -390432.701371
  nChanged 1
		SP:Iteration 20F (11565.400000 sec): 3 clusters
  Score: Raw -394288.057980 + Penalty 3855.076461 = -390432.981519
  nChanged 1
		SP:Iteration 21Q (11565.560000 sec): 3 clusters
  Score: Raw -394290.402081 + Penalty 3855.076461 = -390435.325620
  nChanged 5
		SP:Iteration 22Q (11565.760000 sec): 3 clusters
  Score: Raw -394294.279059 + Penalty 3855.076461 = -390439.202597
  nChanged 7
		SP:Iteration 23Q (11565.900000 sec): 3 clusters
  Score: Raw -394296.669919 + Penalty 3855.076461 = -390441.593457
  nChanged 3
		SP:Iteration 24Q (11566.070000 sec): 3 clusters
  Score: Raw -394298.863941 + Penalty 3855.076461 = -390443.787480
  nChanged 3
		SP:Iteration 25Q (11566.230000 sec): 3 clusters
  Score: Raw -394302.715189 + Penalty 3855.076461 = -390447.638727
  nChanged 4
		SP:Iteration 26Q (11566.380000 sec): 3 clusters
  Score: Raw -394304.844240 + Penalty 3855.076461 = -390449.767778
  nChanged 2
		SP:Iteration 27Q (11566.540000 sec): 3 clusters
  Score: Raw -394305.758506 + Penalty 3855.076461 = -390450.682045
  nChanged 1
		SP:Iteration 28Q (11566.700000 sec): 3 clusters
  Score: Raw -394306.358139 + Penalty 3855.076461 = -390451.281677
  nChanged 0
		SP:Iteration 29F (11566.860000 sec): 3 clusters
  Score: Raw -394306.358139 + Penalty 3855.076461 = -390451.281677
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11566.940000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11567.100000 sec): 3 clusters
  Score: Raw -77066.713303 + Penalty 3049.640275 = -74017.073028
  nChanged 77
		SP:Iteration 1F (11567.260000 sec): 3 clusters
  Score: Raw -77218.534644 + Penalty 3049.640275 = -74168.894369
  nChanged 16
		SP:Iteration 2Q (11567.420000 sec): 3 clusters
  Score: Raw -77276.806729 + Penalty 3049.640275 = -74227.166454
  nChanged 12
		SP:Iteration 3Q (11567.590000 sec): 3 clusters
  Score: Raw -77312.340234 + Penalty 3049.640275 = -74262.699959
  nChanged 12
		SP:Iteration 4Q (11567.750000 sec): 3 clusters
  Score: Raw -77353.063442 + Penalty 3049.640275 = -74303.423167
  nChanged 9
		SP:Iteration 5Q (11567.900000 sec): 3 clusters
  Score: Raw -77376.261766 + Penalty 3049.640275 = -74326.621491
  nChanged 8
		SP:Iteration 6Q (11568.010000 sec): 3 clusters
  Score: Raw -77395.716202 + Penalty 3049.640275 = -74346.075927
  nChanged 4
		SP:Iteration 7Q (11568.140000 sec): 3 clusters
  Score: Raw -77407.333242 + Penalty 3049.640275 = -74357.692967
  nChanged 0
		SP:Iteration 8F (11568.290000 sec): 3 clusters
  Score: Raw -77407.333242 + Penalty 3049.640275 = -74357.692967
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11568.380000 sec): 2 clusters
  Score: Raw -651335.575274 + Penalty 2036.447763 = -649299.127511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11568.570000 sec): 3 clusters
  Score: Raw -649647.048863 + Penalty 4072.895527 = -645574.153336
  nChanged 1320
		SP:Iteration 1F (11568.700000 sec): 3 clusters
  Score: Raw -650449.341936 + Penalty 4072.895527 = -646376.446409
  nChanged 300
		SP:Iteration 2F (11568.860000 sec): 3 clusters
  Score: Raw -650651.657996 + Penalty 4072.895527 = -646578.762470
  nChanged 184
		SP:Iteration 3Q (11569.020000 sec): 3 clusters
  Score: Raw -650763.589648 + Penalty 4072.895527 = -646690.694122
  nChanged 144
		SP:Iteration 4Q (11569.220000 sec): 3 clusters
  Score: Raw -650851.095807 + Penalty 4072.895527 = -646778.200281
  nChanged 90
		SP:Iteration 5Q (11569.360000 sec): 3 clusters
  Score: Raw -650905.139912 + Penalty 4072.895527 = -646832.244386
  nChanged 105
		SP:Iteration 6Q (11569.530000 sec): 3 clusters
  Score: Raw -650961.231635 + Penalty 4072.895527 = -646888.336109
  nChanged 90
		SP:Iteration 7Q (11569.690000 sec): 3 clusters
  Score: Raw -651009.143332 + Penalty 4072.895527 = -646936.247805
  nChanged 71
		SP:Iteration 8Q (11569.830000 sec): 3 clusters
  Score: Raw -651045.823814 + Penalty 4072.895527 = -646972.928287
  nChanged 74
		SP:Iteration 9Q (11569.980000 sec): 3 clusters
  Score: Raw -651084.847798 + Penalty 4072.895527 = -647011.952272
  nChanged 67
		SP:Iteration 10Q (11570.120000 sec): 3 clusters
  Score: Raw -651123.632661 + Penalty 4072.895527 = -647050.737134
  nChanged 56
		SP:Iteration 11Q (11570.260000 sec): 3 clusters
  Score: Raw -651152.942123 + Penalty 4072.895527 = -647080.046596
  nChanged 51
		SP:Iteration 12Q (11570.400000 sec): 3 clusters
  Score: Raw -651178.758192 + Penalty 4072.895527 = -647105.862666
  nChanged 41
		SP:Iteration 13Q (11570.540000 sec): 3 clusters
  Score: Raw -651204.245111 + Penalty 4072.895527 = -647131.349584
  nChanged 50
		SP:Iteration 14Q (11570.750000 sec): 3 clusters
  Score: Raw -651234.931837 + Penalty 4072.895527 = -647162.036310
  nChanged 47
		SP:Iteration 15Q (11570.880000 sec): 3 clusters
  Score: Raw -651262.714051 + Penalty 4072.895527 = -647189.818524
  nChanged 47
		SP:Iteration 16Q (11571.000000 sec): 3 clusters
  Score: Raw -651286.812106 + Penalty 4072.895527 = -647213.916580
  nChanged 55
		SP:Iteration 17Q (11571.150000 sec): 3 clusters
  Score: Raw -651319.758098 + Penalty 4072.895527 = -647246.862571
  nChanged 58
		SP:Iteration 18Q (11571.290000 sec): 3 clusters
  Score: Raw -651353.846198 + Penalty 4072.895527 = -647280.950671
  nChanged 58
		SP:Iteration 19Q (11571.430000 sec): 3 clusters
  Score: Raw -651392.330732 + Penalty 4072.895527 = -647319.435205
  nChanged 61
		SP:Iteration 20F (11571.580000 sec): 3 clusters
  Score: Raw -651433.548802 + Penalty 4072.895527 = -647360.653276
  nChanged 55
		SP:Iteration 21Q (11571.720000 sec): 3 clusters
  Score: Raw -651468.069532 + Penalty 4072.895527 = -647395.174006
  nChanged 55
		SP:Iteration 22Q (11571.860000 sec): 3 clusters
  Score: Raw -651502.204255 + Penalty 4072.895527 = -647429.308728
  nChanged 48
		SP:Iteration 23Q (11572.000000 sec): 3 clusters
  Score: Raw -651537.451512 + Penalty 4072.895527 = -647464.555986
  nChanged 56
		SP:Iteration 24Q (11572.160000 sec): 3 clusters
  Score: Raw -651578.726937 + Penalty 4072.895527 = -647505.831410
  nChanged 58
		SP:Iteration 25Q (11572.340000 sec): 3 clusters
  Score: Raw -651621.918368 + Penalty 4072.895527 = -647549.022841
  nChanged 46
		SP:Iteration 26Q (11572.480000 sec): 3 clusters
  Score: Raw -651663.607202 + Penalty 4072.895527 = -647590.711676
  nChanged 41
		SP:Iteration 27Q (11572.620000 sec): 3 clusters
  Score: Raw -651695.655720 + Penalty 4072.895527 = -647622.760194
  nChanged 51
		SP:Iteration 28Q (11572.760000 sec): 3 clusters
  Score: Raw -651733.136900 + Penalty 4072.895527 = -647660.241374
  nChanged 47
		SP:Iteration 29Q (11572.900000 sec): 3 clusters
  Score: Raw -651767.460038 + Penalty 4072.895527 = -647694.564511
  nChanged 38
		SP:Iteration 30Q (11573.050000 sec): 3 clusters
  Score: Raw -651803.560371 + Penalty 4072.895527 = -647730.664844
  nChanged 36
		SP:Iteration 31Q (11573.200000 sec): 3 clusters
  Score: Raw -651829.407122 + Penalty 4072.895527 = -647756.511595
  nChanged 32
		SP:Iteration 32Q (11573.340000 sec): 3 clusters
  Score: Raw -651852.766484 + Penalty 4072.895527 = -647779.870958
  nChanged 38
		SP:Iteration 33Q (11573.490000 sec): 3 clusters
  Score: Raw -651885.304811 + Penalty 4072.895527 = -647812.409285
  nChanged 33
		SP:Iteration 34Q (11573.610000 sec): 3 clusters
  Score: Raw -651912.897401 + Penalty 4072.895527 = -647840.001875
  nChanged 26
		SP:Iteration 35Q (11573.760000 sec): 3 clusters
  Score: Raw -651929.503067 + Penalty 4072.895527 = -647856.607540
  nChanged 19
		SP:Iteration 36Q (11573.910000 sec): 3 clusters
  Score: Raw -651941.580430 + Penalty 4072.895527 = -647868.684903
  nChanged 18
		SP:Iteration 37Q (11574.070000 sec): 3 clusters
  Score: Raw -651954.102047 + Penalty 4072.895527 = -647881.206521
  nChanged 15
		SP:Iteration 38Q (11574.260000 sec): 3 clusters
  Score: Raw -651965.070689 + Penalty 4072.895527 = -647892.175163
  nChanged 16
		SP:Iteration 39Q (11574.410000 sec): 3 clusters
  Score: Raw -651976.326501 + Penalty 4072.895527 = -647903.430974
  nChanged 18
		SP:Iteration 40F (11574.570000 sec): 3 clusters
  Score: Raw -651989.146893 + Penalty 4072.895527 = -647916.251367
  nChanged 16
		SP:Iteration 41Q (11574.690000 sec): 3 clusters
  Score: Raw -652001.039321 + Penalty 4072.895527 = -647928.143795
  nChanged 17
		SP:Iteration 42Q (11574.840000 sec): 3 clusters
  Score: Raw -652014.336099 + Penalty 4072.895527 = -647941.440572
  nChanged 16
		SP:Iteration 43Q (11574.980000 sec): 3 clusters
  Score: Raw -652023.736588 + Penalty 4072.895527 = -647950.841061
  nChanged 14
		SP:Iteration 44Q (11575.160000 sec): 3 clusters
  Score: Raw -652031.500571 + Penalty 4072.895527 = -647958.605045
  nChanged 14
		SP:Iteration 45Q (11575.330000 sec): 3 clusters
  Score: Raw -652040.274261 + Penalty 4072.895527 = -647967.378735
  nChanged 12
		SP:Iteration 46Q (11575.520000 sec): 3 clusters
  Score: Raw -652049.699250 + Penalty 4072.895527 = -647976.803723
  nChanged 12
		SP:Iteration 47Q (11575.650000 sec): 3 clusters
  Score: Raw -652057.185798 + Penalty 4072.895527 = -647984.290271
  nChanged 12
		SP:Iteration 48Q (11575.800000 sec): 3 clusters
  Score: Raw -652066.858341 + Penalty 4072.895527 = -647993.962814
  nChanged 14
		SP:Iteration 49Q (11575.940000 sec): 3 clusters
  Score: Raw -652076.860620 + Penalty 4072.895527 = -648003.965094
  nChanged 15
		SP:Iteration 50Q (11576.120000 sec): 3 clusters
  Score: Raw -652087.590967 + Penalty 4072.895527 = -648014.695440
  nChanged 12
		SP:Iteration 51Q (11576.300000 sec): 3 clusters
  Score: Raw -652097.058478 + Penalty 4072.895527 = -648024.162952
  nChanged 12
		SP:Iteration 52Q (11576.540000 sec): 3 clusters
  Score: Raw -652103.445603 + Penalty 4072.895527 = -648030.550077
  nChanged 5
		SP:Iteration 53Q (11576.680000 sec): 3 clusters
  Score: Raw -652106.517217 + Penalty 4072.895527 = -648033.621691
  nChanged 4
		SP:Iteration 54Q (11576.840000 sec): 3 clusters
  Score: Raw -652108.409109 + Penalty 4072.895527 = -648035.513582
  nChanged 2
		SP:Iteration 55Q (11576.980000 sec): 3 clusters
  Score: Raw -652109.401819 + Penalty 4072.895527 = -648036.506292
  nChanged 0
		SP:Iteration 56F (11577.100000 sec): 3 clusters
  Score: Raw -652109.401819 + Penalty 4072.895527 = -648036.506292
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11577.160000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11577.290000 sec): 3 clusters
  Score: Raw -191940.913840 + Penalty 3495.568542 = -188445.345299
  nChanged 292
		SP:Iteration 1F (11577.420000 sec): 3 clusters
  Score: Raw -192243.212217 + Penalty 3495.568542 = -188747.643676
  nChanged 73
		SP:Iteration 2F (11577.600000 sec): 3 clusters
  Score: Raw -192338.722070 + Penalty 3495.568542 = -188843.153529
  nChanged 45
		SP:Iteration 3Q (11577.740000 sec): 3 clusters
  Score: Raw -192397.986138 + Penalty 3495.568542 = -188902.417596
  nChanged 21
		SP:Iteration 4Q (11577.890000 sec): 3 clusters
  Score: Raw -192432.547068 + Penalty 3495.568542 = -188936.978526
  nChanged 13
		SP:Iteration 5Q (11578.050000 sec): 3 clusters
  Score: Raw -192447.190750 + Penalty 3495.568542 = -188951.622209
  nChanged 10
		SP:Iteration 6Q (11578.210000 sec): 3 clusters
  Score: Raw -192459.674823 + Penalty 3495.568542 = -188964.106282
  nChanged 13
		SP:Iteration 7Q (11578.380000 sec): 3 clusters
  Score: Raw -192476.889299 + Penalty 3495.568542 = -188981.320757
  nChanged 8
		SP:Iteration 8Q (11578.530000 sec): 3 clusters
  Score: Raw -192486.245199 + Penalty 3495.568542 = -188990.676657
  nChanged 4
		SP:Iteration 9Q (11578.690000 sec): 3 clusters
  Score: Raw -192491.798380 + Penalty 3495.568542 = -188996.229839
  nChanged 7
		SP:Iteration 10Q (11578.850000 sec): 3 clusters
  Score: Raw -192499.105099 + Penalty 3495.568542 = -189003.536557
  nChanged 7
		SP:Iteration 11Q (11579.030000 sec): 3 clusters
  Score: Raw -192506.837318 + Penalty 3495.568542 = -189011.268776
  nChanged 5
		SP:Iteration 12Q (11579.180000 sec): 3 clusters
  Score: Raw -192509.644266 + Penalty 3495.568542 = -189014.075724
  nChanged 4
		SP:Iteration 13Q (11579.320000 sec): 3 clusters
  Score: Raw -192512.638386 + Penalty 3495.568542 = -189017.069844
  nChanged 2
		SP:Iteration 14Q (11579.450000 sec): 3 clusters
  Score: Raw -192514.483216 + Penalty 3495.568542 = -189018.914674
  nChanged 3
		SP:Iteration 15Q (11579.560000 sec): 3 clusters
  Score: Raw -192517.619456 + Penalty 3495.568542 = -189022.050915
  nChanged 3
		SP:Iteration 16Q (11579.720000 sec): 3 clusters
  Score: Raw -192525.179711 + Penalty 3495.568542 = -189029.611170
  nChanged 6
		SP:Iteration 17Q (11579.880000 sec): 3 clusters
  Score: Raw -192531.797129 + Penalty 3495.568542 = -189036.228587
  nChanged 5
		SP:Iteration 18Q (11580.040000 sec): 3 clusters
  Score: Raw -192535.727381 + Penalty 3495.568542 = -189040.158839
  nChanged 3
		SP:Iteration 19Q (11580.200000 sec): 3 clusters
  Score: Raw -192541.315678 + Penalty 3495.568542 = -189045.747136
  nChanged 5
		SP:Iteration 20F (11580.360000 sec): 3 clusters
  Score: Raw -192549.588892 + Penalty 3495.568542 = -189054.020350
  nChanged 10
		SP:Iteration 21Q (11580.520000 sec): 3 clusters
  Score: Raw -192561.225112 + Penalty 3495.568542 = -189065.656570
  nChanged 6
		SP:Iteration 22Q (11580.680000 sec): 3 clusters
  Score: Raw -192570.728588 + Penalty 3495.568542 = -189075.160046
  nChanged 8
		SP:Iteration 23Q (11580.860000 sec): 3 clusters
  Score: Raw -192582.776888 + Penalty 3495.568542 = -189087.208346
  nChanged 10
		SP:Iteration 24Q (11581.080000 sec): 3 clusters
  Score: Raw -192601.191899 + Penalty 3495.568542 = -189105.623358
  nChanged 10
		SP:Iteration 25Q (11581.210000 sec): 3 clusters
  Score: Raw -192616.042697 + Penalty 3495.568542 = -189120.474155
  nChanged 10
		SP:Iteration 26Q (11581.370000 sec): 3 clusters
  Score: Raw -192628.493633 + Penalty 3495.568542 = -189132.925091
  nChanged 10
		SP:Iteration 27Q (11581.520000 sec): 3 clusters
  Score: Raw -192637.424966 + Penalty 3495.568542 = -189141.856424
  nChanged 7
		SP:Iteration 28Q (11581.670000 sec): 3 clusters
  Score: Raw -192646.998715 + Penalty 3495.568542 = -189151.430173
  nChanged 6
		SP:Iteration 29Q (11581.780000 sec): 3 clusters
  Score: Raw -192653.639274 + Penalty 3495.568542 = -189158.070732
  nChanged 4
		SP:Iteration 30Q (11581.940000 sec): 3 clusters
  Score: Raw -192657.366780 + Penalty 3495.568542 = -189161.798238
  nChanged 5
		SP:Iteration 31Q (11582.100000 sec): 3 clusters
  Score: Raw -192661.839667 + Penalty 3495.568542 = -189166.271125
  nChanged 2
		SP:Iteration 32Q (11582.260000 sec): 3 clusters
  Score: Raw -192663.841840 + Penalty 3495.568542 = -189168.273298
  nChanged 1
		SP:Iteration 33Q (11582.460000 sec): 3 clusters
  Score: Raw -192665.303814 + Penalty 3495.568542 = -189169.735272
  nChanged 0
		SP:Iteration 34F (11582.610000 sec): 3 clusters
  Score: Raw -192665.303814 + Penalty 3495.568542 = -189169.735272
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11582.680000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11582.820000 sec): 3 clusters
  Score: Raw -20959.286028 + Penalty 2458.090221 = -18501.195807
  nChanged 14
		SP:Iteration 1F (11582.970000 sec): 3 clusters
  Score: Raw -21030.643765 + Penalty 2458.090221 = -18572.553544
  nChanged 2
		SP:Iteration 2Q (11583.110000 sec): 3 clusters
  Score: Raw -21044.560692 + Penalty 2458.090221 = -18586.470471
  nChanged 0
		SP:Iteration 3F (11583.290000 sec): 3 clusters
  Score: Raw -21044.560692 + Penalty 2458.090221 = -18586.470471
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11583.350000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11583.500000 sec): 3 clusters
  Score: Raw -52800.504162 + Penalty 2857.977486 = -49942.526676
  nChanged 33
		SP:Iteration 1F (11583.640000 sec): 3 clusters
  Score: Raw -52884.076211 + Penalty 2857.977486 = -50026.098725
  nChanged 10
		SP:Iteration 2Q (11583.760000 sec): 3 clusters
  Score: Raw -52914.756348 + Penalty 2857.977486 = -50056.778862
  nChanged 2
		SP:Iteration 3Q (11583.920000 sec): 3 clusters
  Score: Raw -52918.770114 + Penalty 2857.977486 = -50060.792628
  nChanged 0
		SP:Iteration 4F (11584.120000 sec): 3 clusters
  Score: Raw -52918.770114 + Penalty 2857.977486 = -50060.792628
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11584.170000 sec): 2 clusters
  Score: Raw -19072.593341 + Penalty 1252.364290 = -17820.229051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11584.300000 sec): 3 clusters
  Score: Raw -19398.579931 + Penalty 2504.728580 = -16893.851352
  nChanged 15
		SP:Iteration 1F (11584.450000 sec): 3 clusters
  Score: Raw -19659.761053 + Penalty 2504.728580 = -17155.032474
  nChanged 6
		SP:Iteration 2Q (11584.590000 sec): 3 clusters
  Score: Raw -19782.848420 + Penalty 2504.728580 = -17278.119841
  nChanged 1
		SP:Iteration 3Q (11584.740000 sec): 3 clusters
  Score: Raw -19789.927150 + Penalty 2504.728580 = -17285.198570
  nChanged 0
		SP:Iteration 4F (11584.880000 sec): 3 clusters
  Score: Raw -19789.927150 + Penalty 2504.728580 = -17285.198570
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11584.950000 sec): 2 clusters
  Score: Raw -151603.331341 + Penalty 1691.904953 = -149911.426388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11585.100000 sec): 3 clusters
  Score: Raw -151455.614066 + Penalty 3383.809906 = -148071.804161
  nChanged 240
		SP:Iteration 1F (11585.240000 sec): 3 clusters
  Score: Raw -151842.837140 + Penalty 3383.809906 = -148459.027235
  nChanged 96
		SP:Iteration 2F (11585.440000 sec): 3 clusters
  Score: Raw -152120.538554 + Penalty 3383.809906 = -148736.728648
  nChanged 77
		SP:Iteration 3F (11585.580000 sec): 3 clusters
  Score: Raw -152393.012544 + Penalty 3383.809906 = -149009.202639
  nChanged 61
		SP:Iteration 4F (11585.700000 sec): 3 clusters
  Score: Raw -152640.433540 + Penalty 3383.809906 = -149256.623634
  nChanged 44
		SP:Iteration 5Q (11585.890000 sec): 3 clusters
  Score: Raw -152812.259734 + Penalty 3383.809906 = -149428.449828
  nChanged 28
		SP:Iteration 6Q (11586.030000 sec): 3 clusters
  Score: Raw -152909.279600 + Penalty 3383.809906 = -149525.469694
  nChanged 25
		SP:Iteration 7Q (11586.170000 sec): 3 clusters
  Score: Raw -152997.259999 + Penalty 3383.809906 = -149613.450093
  nChanged 30
		SP:Iteration 8Q (11586.320000 sec): 3 clusters
  Score: Raw -153101.383067 + Penalty 3383.809906 = -149717.573161
  nChanged 28
		SP:Iteration 9Q (11586.470000 sec): 3 clusters
  Score: Raw -153213.520364 + Penalty 3383.809906 = -149829.710459
  nChanged 17
		SP:Iteration 10Q (11586.630000 sec): 3 clusters
  Score: Raw -153253.598673 + Penalty 3383.809906 = -149869.788767
  nChanged 13
		SP:Iteration 11Q (11586.780000 sec): 3 clusters
  Score: Raw -153280.746577 + Penalty 3383.809906 = -149896.936671
  nChanged 15
		SP:Iteration 12Q (11586.950000 sec): 3 clusters
  Score: Raw -153308.266945 + Penalty 3383.809906 = -149924.457039
  nChanged 8
		SP:Iteration 13Q (11587.130000 sec): 3 clusters
  Score: Raw -153323.427739 + Penalty 3383.809906 = -149939.617834
  nChanged 8
		SP:Iteration 14Q (11587.280000 sec): 3 clusters
  Score: Raw -153339.572582 + Penalty 3383.809906 = -149955.762676
  nChanged 9
		SP:Iteration 15Q (11587.430000 sec): 3 clusters
  Score: Raw -153358.871325 + Penalty 3383.809906 = -149975.061419
  nChanged 7
		SP:Iteration 16Q (11587.570000 sec): 3 clusters
  Score: Raw -153372.441984 + Penalty 3383.809906 = -149988.632078
  nChanged 5
		SP:Iteration 17Q (11587.710000 sec): 3 clusters
  Score: Raw -153384.381514 + Penalty 3383.809906 = -150000.571608
  nChanged 4
		SP:Iteration 18Q (11587.860000 sec): 3 clusters
  Score: Raw -153391.695628 + Penalty 3383.809906 = -150007.885722
  nChanged 3
		SP:Iteration 19Q (11588.000000 sec): 3 clusters
  Score: Raw -153395.440713 + Penalty 3383.809906 = -150011.630807
  nChanged 0
		SP:Iteration 20F (11588.160000 sec): 3 clusters
  Score: Raw -153395.440713 + Penalty 3383.809906 = -150011.630807
  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 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11588.240000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11588.390000 sec): 3 clusters
  Score: Raw -95239.250517 + Penalty 3168.726457 = -92070.524060
  nChanged 110
		SP:Iteration 1F (11588.470000 sec): 3 clusters
  Score: Raw -95438.440104 + Penalty 3168.726457 = -92269.713647
  nChanged 37
		SP:Iteration 2F (11588.630000 sec): 3 clusters
  Score: Raw -95532.956988 + Penalty 3168.726457 = -92364.230530
  nChanged 19
		SP:Iteration 3Q (11588.790000 sec): 3 clusters
  Score: Raw -95575.274800 + Penalty 3168.726457 = -92406.548343
  nChanged 4
		SP:Iteration 4Q (11588.950000 sec): 3 clusters
  Score: Raw -95584.984465 + Penalty 3168.726457 = -92416.258008
  nChanged 4
		SP:Iteration 5Q (11589.110000 sec): 3 clusters
  Score: Raw -95591.164374 + Penalty 3168.726457 = -92422.437917
  nChanged 2
		SP:Iteration 6Q (11589.270000 sec): 3 clusters
  Score: Raw -95598.918596 + Penalty 3168.726457 = -92430.192139
  nChanged 3
		SP:Iteration 7Q (11589.430000 sec): 3 clusters
  Score: Raw -95628.156044 + Penalty 3168.726457 = -92459.429587
  nChanged 4
		SP:Iteration 8Q (11589.590000 sec): 3 clusters
  Score: Raw -95643.176228 + Penalty 3168.726457 = -92474.449771
  nChanged 4
		SP:Iteration 9Q (11589.750000 sec): 3 clusters
  Score: Raw -95665.810329 + Penalty 3168.726457 = -92497.083872
  nChanged 7
		SP:Iteration 10Q (11589.920000 sec): 3 clusters
  Score: Raw -95677.282309 + Penalty 3168.726457 = -92508.555852
  nChanged 2
		SP:Iteration 11Q (11590.100000 sec): 3 clusters
  Score: Raw -95679.457118 + Penalty 3168.726457 = -92510.730661
  nChanged 0
		SP:Iteration 12F (11590.230000 sec): 3 clusters
  Score: Raw -95679.457118 + Penalty 3168.726457 = -92510.730661
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11590.250000 sec): 2 clusters
  Score: Raw -43693.184399 + Penalty 1394.756342 = -42298.428057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11590.400000 sec): 3 clusters
  Score: Raw -43892.815507 + Penalty 2789.512683 = -41103.302824
  nChanged 32
		SP:Iteration 1F (11590.540000 sec): 3 clusters
  Score: Raw -43997.673158 + Penalty 2789.512683 = -41208.160475
  nChanged 18
		SP:Iteration 2F (11590.680000 sec): 3 clusters
  Score: Raw -44061.617605 + Penalty 2789.512683 = -41272.104922
  nChanged 7
		SP:Iteration 3Q (11590.860000 sec): 3 clusters
  Score: Raw -44076.361265 + Penalty 2789.512683 = -41286.848582
  nChanged 2
		SP:Iteration 4Q (11591.010000 sec): 3 clusters
  Score: Raw -44084.353432 + Penalty 2789.512683 = -41294.840749
  nChanged 2
		SP:Iteration 5Q (11591.170000 sec): 3 clusters
  Score: Raw -44086.939158 + Penalty 2789.512683 = -41297.426475
  nChanged 3
		SP:Iteration 6Q (11591.310000 sec): 3 clusters
  Score: Raw -44101.675951 + Penalty 2789.512683 = -41312.163267
  nChanged 2
		SP:Iteration 7Q (11591.450000 sec): 3 clusters
  Score: Raw -44105.374348 + Penalty 2789.512683 = -41315.861664
  nChanged 4
		SP:Iteration 8Q (11591.650000 sec): 3 clusters
  Score: Raw -44165.266650 + Penalty 2789.512683 = -41375.753967
  nChanged 7
		SP:Iteration 9Q (11591.800000 sec): 3 clusters
  Score: Raw -44253.174249 + Penalty 2789.512683 = -41463.661566
  nChanged 5
		SP:Iteration 10Q (11591.940000 sec): 3 clusters
  Score: Raw -44296.103332 + Penalty 2789.512683 = -41506.590649
  nChanged 5
		SP:Iteration 11Q (11592.040000 sec): 3 clusters
  Score: Raw -44331.996990 + Penalty 2789.512683 = -41542.484307
  nChanged 4
		SP:Iteration 12Q (11592.180000 sec): 3 clusters
  Score: Raw -44362.478359 + Penalty 2789.512683 = -41572.965676
  nChanged 6
		SP:Iteration 13Q (11592.310000 sec): 3 clusters
  Score: Raw -44422.956387 + Penalty 2789.512683 = -41633.443704
  nChanged 2
		SP:Iteration 14Q (11592.450000 sec): 3 clusters
  Score: Raw -44435.105172 + Penalty 2789.512683 = -41645.592488
  nChanged 0
		SP:Iteration 15F (11592.650000 sec): 3 clusters
  Score: Raw -44437.669683 + Penalty 2789.512683 = -41648.157000
  nChanged 1
		SP:Iteration 16Q (11592.810000 sec): 3 clusters
  Score: Raw -44455.911328 + Penalty 2789.512683 = -41666.398645
  nChanged 2
		SP:Iteration 17Q (11592.970000 sec): 3 clusters
  Score: Raw -44465.839780 + Penalty 2789.512683 = -41676.327097
  nChanged 1
		SP:Iteration 18Q (11593.110000 sec): 3 clusters
  Score: Raw -44469.421323 + Penalty 2789.512683 = -41679.908640
  nChanged 1
		SP:Iteration 19Q (11593.250000 sec): 3 clusters
  Score: Raw -44471.917657 + Penalty 2789.512683 = -41682.404974
  nChanged 0
		SP:Iteration 20F (11593.400000 sec): 3 clusters
  Score: Raw -44471.917657 + Penalty 2789.512683 = -41682.404974
  nChanged 0
Deleting Class 58 (388 points): Lose 2912.014238 but Gain 3262.464713
Iteration 219Q (11652.370000 sec): 58 clusters
  Score: Raw -91389733.017930 + Penalty 185960.488658 = -91203772.529271
  nChanged 397
Iteration 220F (11745.370000 sec): 58 clusters
  Score: Raw -91390800.977673 + Penalty 185960.488658 = -91204840.489015
  nChanged 32
Iteration 221Q (11802.430000 sec): 58 clusters
  Score: Raw -91390835.702098 + Penalty 185960.488658 = -91204875.213440
  nChanged 6
Iteration 222Q (11857.040000 sec): 58 clusters
  Score: Raw -91390842.472696 + Penalty 185960.488658 = -91204881.984038
  nChanged 3
Iteration 223Q (11904.370000 sec): 58 clusters
  Score: Raw -91390844.679021 + Penalty 185960.488658 = -91204884.190363
  nChanged 1
Iteration 224Q (11949.950000 sec): 58 clusters
  Score: Raw -91390845.195574 + Penalty 185960.488658 = -91204884.706916
  nChanged 0
Iteration 225F (12034.280000 sec): 58 clusters
  Score: Raw -91390845.195574 + Penalty 185960.488658 = -91204884.706916
  nChanged 0
Compute initial score before splitting:   Score: Raw -91390845.195574 + Penalty 185960.488658 = -91204884.706916
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12034.350000 sec): 2 clusters
  Score: Raw -47036.673828 + Penalty 1465.877568 = -45570.796260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12034.500000 sec): 3 clusters
  Score: Raw -47245.290858 + Penalty 2931.755135 = -44313.535722
  nChanged 75
		SP:Iteration 1F (12034.640000 sec): 3 clusters
  Score: Raw -47510.467053 + Penalty 2931.755135 = -44578.711917
  nChanged 24
		SP:Iteration 2F (12034.780000 sec): 3 clusters
  Score: Raw -47658.216166 + Penalty 2931.755135 = -44726.461031
  nChanged 19
		SP:Iteration 3F (12034.930000 sec): 3 clusters
  Score: Raw -47755.573094 + Penalty 2931.755135 = -44823.817958
  nChanged 10
		SP:Iteration 4Q (12035.070000 sec): 3 clusters
  Score: Raw -47805.580608 + Penalty 2931.755135 = -44873.825473
  nChanged 10
		SP:Iteration 5Q (12035.210000 sec): 3 clusters
  Score: Raw -47882.604790 + Penalty 2931.755135 = -44950.849655
  nChanged 9
		SP:Iteration 6Q (12035.350000 sec): 3 clusters
  Score: Raw -47923.573415 + Penalty 2931.755135 = -44991.818279
  nChanged 4
		SP:Iteration 7Q (12035.500000 sec): 3 clusters
  Score: Raw -47948.443651 + Penalty 2931.755135 = -45016.688515
  nChanged 4
		SP:Iteration 8Q (12035.610000 sec): 3 clusters
  Score: Raw -47992.790080 + Penalty 2931.755135 = -45061.034945
  nChanged 7
		SP:Iteration 9Q (12035.770000 sec): 3 clusters
  Score: Raw -48066.420059 + Penalty 2931.755135 = -45134.664924
  nChanged 6
		SP:Iteration 10Q (12035.930000 sec): 3 clusters
  Score: Raw -48111.325630 + Penalty 2931.755135 = -45179.570494
  nChanged 3
		SP:Iteration 11Q (12036.090000 sec): 3 clusters
  Score: Raw -48118.840453 + Penalty 2931.755135 = -45187.085318
  nChanged 1
		SP:Iteration 12Q (12036.250000 sec): 3 clusters
  Score: Raw -48121.964675 + Penalty 2931.755135 = -45190.209539
  nChanged 1
		SP:Iteration 13Q (12036.410000 sec): 3 clusters
  Score: Raw -48137.897372 + Penalty 2931.755135 = -45206.142237
  nChanged 1
		SP:Iteration 14Q (12036.570000 sec): 3 clusters
  Score: Raw -48141.217489 + Penalty 2931.755135 = -45209.462354
  nChanged 0
		SP:Iteration 15F (12036.740000 sec): 3 clusters
  Score: Raw -48141.217489 + Penalty 2931.755135 = -45209.462354
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12036.820000 sec): 2 clusters
  Score: Raw -76213.699147 + Penalty 1528.502071 = -74685.197076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12036.990000 sec): 3 clusters
  Score: Raw -76298.132112 + Penalty 3057.004143 = -73241.127969
  nChanged 79
		SP:Iteration 1F (12037.150000 sec): 3 clusters
  Score: Raw -76433.932061 + Penalty 3057.004143 = -73376.927918
  nChanged 25
		SP:Iteration 2F (12037.310000 sec): 3 clusters
  Score: Raw -76488.552378 + Penalty 3057.004143 = -73431.548235
  nChanged 11
		SP:Iteration 3Q (12037.470000 sec): 3 clusters
  Score: Raw -76511.223706 + Penalty 3057.004143 = -73454.219564
  nChanged 6
		SP:Iteration 4Q (12037.640000 sec): 3 clusters
  Score: Raw -76530.123900 + Penalty 3057.004143 = -73473.119757
  nChanged 10
		SP:Iteration 5Q (12037.800000 sec): 3 clusters
  Score: Raw -76550.587379 + Penalty 3057.004143 = -73493.583236
  nChanged 5
		SP:Iteration 6Q (12037.970000 sec): 3 clusters
  Score: Raw -76556.607031 + Penalty 3057.004143 = -73499.602889
  nChanged 3
		SP:Iteration 7Q (12038.110000 sec): 3 clusters
  Score: Raw -76559.958513 + Penalty 3057.004143 = -73502.954370
  nChanged 2
		SP:Iteration 8Q (12038.260000 sec): 3 clusters
  Score: Raw -76563.577296 + Penalty 3057.004143 = -73506.573153
  nChanged 2
		SP:Iteration 9Q (12038.400000 sec): 3 clusters
  Score: Raw -76566.273073 + Penalty 3057.004143 = -73509.268930
  nChanged 1
		SP:Iteration 10Q (12038.550000 sec): 3 clusters
  Score: Raw -76566.926626 + Penalty 3057.004143 = -73509.922483
  nChanged 0
		SP:Iteration 11F (12038.690000 sec): 3 clusters
  Score: Raw -76566.926626 + Penalty 3057.004143 = -73509.922483
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12038.760000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12038.910000 sec): 3 clusters
  Score: Raw -221754.337227 + Penalty 3514.607126 = -218239.730101
  nChanged 354
		SP:Iteration 1F (12039.050000 sec): 3 clusters
  Score: Raw -222109.399120 + Penalty 3514.607126 = -218594.791994
  nChanged 79
		SP:Iteration 2F (12039.190000 sec): 3 clusters
  Score: Raw -222203.213654 + Penalty 3514.607126 = -218688.606528
  nChanged 42
		SP:Iteration 3Q (12039.340000 sec): 3 clusters
  Score: Raw -222251.213659 + Penalty 3514.607126 = -218736.606533
  nChanged 22
		SP:Iteration 4Q (12039.480000 sec): 3 clusters
  Score: Raw -222271.729557 + Penalty 3514.607126 = -218757.122431
  nChanged 16
		SP:Iteration 5Q (12039.630000 sec): 3 clusters
  Score: Raw -222293.332427 + Penalty 3514.607126 = -218778.725301
  nChanged 18
		SP:Iteration 6Q (12039.840000 sec): 3 clusters
  Score: Raw -222314.809091 + Penalty 3514.607126 = -218800.201965
  nChanged 19
		SP:Iteration 7Q (12040.030000 sec): 3 clusters
  Score: Raw -222334.191858 + Penalty 3514.607126 = -218819.584732
  nChanged 9
		SP:Iteration 8Q (12040.230000 sec): 3 clusters
  Score: Raw -222341.692830 + Penalty 3514.607126 = -218827.085704
  nChanged 9
		SP:Iteration 9Q (12040.360000 sec): 3 clusters
  Score: Raw -222351.148669 + Penalty 3514.607126 = -218836.541543
  nChanged 7
		SP:Iteration 10Q (12040.460000 sec): 3 clusters
  Score: Raw -222356.966269 + Penalty 3514.607126 = -218842.359142
  nChanged 5
		SP:Iteration 11Q (12040.640000 sec): 3 clusters
  Score: Raw -222364.626196 + Penalty 3514.607126 = -218850.019069
  nChanged 7
		SP:Iteration 12Q (12040.750000 sec): 3 clusters
  Score: Raw -222372.580320 + Penalty 3514.607126 = -218857.973193
  nChanged 6
		SP:Iteration 13Q (12040.920000 sec): 3 clusters
  Score: Raw -222381.203000 + Penalty 3514.607126 = -218866.595873
  nChanged 9
		SP:Iteration 14Q (12041.030000 sec): 3 clusters
  Score: Raw -222391.715057 + Penalty 3514.607126 = -218877.107931
  nChanged 10
		SP:Iteration 15Q (12041.170000 sec): 3 clusters
  Score: Raw -222399.816833 + Penalty 3514.607126 = -218885.209707
  nChanged 4
		SP:Iteration 16Q (12041.280000 sec): 3 clusters
  Score: Raw -222406.299786 + Penalty 3514.607126 = -218891.692659
  nChanged 5
		SP:Iteration 17Q (12041.420000 sec): 3 clusters
  Score: Raw -222412.155652 + Penalty 3514.607126 = -218897.548526
  nChanged 3
		SP:Iteration 18Q (12041.610000 sec): 3 clusters
  Score: Raw -222413.870924 + Penalty 3514.607126 = -218899.263798
  nChanged 0
		SP:Iteration 19F (12041.760000 sec): 3 clusters
  Score: Raw -222413.870924 + Penalty 3514.607126 = -218899.263798
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12041.860000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12042.050000 sec): 3 clusters
  Score: Raw -27161.732129 + Penalty 2547.356025 = -24614.376104
  nChanged 10
		SP:Iteration 1F (12042.260000 sec): 3 clusters
  Score: Raw -27214.324860 + Penalty 2547.356025 = -24666.968836
  nChanged 3
		SP:Iteration 2Q (12042.450000 sec): 3 clusters
  Score: Raw -27236.871400 + Penalty 2547.356025 = -24689.515375
  nChanged 0
		SP:Iteration 3F (12042.590000 sec): 3 clusters
  Score: Raw -27236.871400 + Penalty 2547.356025 = -24689.515375
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12042.740000 sec): 2 clusters
  Score: Raw -907272.438159 + Penalty 2118.871110 = -905153.567048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12042.920000 sec): 3 clusters
  Score: Raw -904815.316567 + Penalty 4237.742221 = -900577.574346
  nChanged 1961
		SP:Iteration 1F (12043.180000 sec): 3 clusters
  Score: Raw -905907.344232 + Penalty 4237.742221 = -901669.602011
  nChanged 368
		SP:Iteration 2F (12043.400000 sec): 3 clusters
  Score: Raw -906155.829130 + Penalty 4237.742221 = -901918.086910
  nChanged 288
		SP:Iteration 3F (12043.600000 sec): 3 clusters
  Score: Raw -906372.822948 + Penalty 4237.742221 = -902135.080727
  nChanged 260
		SP:Iteration 4F (12043.820000 sec): 3 clusters
  Score: Raw -906557.141129 + Penalty 4237.742221 = -902319.398908
  nChanged 198
		SP:Iteration 5Q (12044.040000 sec): 3 clusters
  Score: Raw -906691.271686 + Penalty 4237.742221 = -902453.529466
  nChanged 167
		SP:Iteration 6Q (12044.230000 sec): 3 clusters
  Score: Raw -906788.211068 + Penalty 4237.742221 = -902550.468848
  nChanged 136
		SP:Iteration 7Q (12044.420000 sec): 3 clusters
  Score: Raw -906859.171950 + Penalty 4237.742221 = -902621.429729
  nChanged 113
		SP:Iteration 8Q (12044.660000 sec): 3 clusters
  Score: Raw -906927.751129 + Penalty 4237.742221 = -902690.008908
  nChanged 119
		SP:Iteration 9Q (12044.940000 sec): 3 clusters
  Score: Raw -906989.526302 + Penalty 4237.742221 = -902751.784082
  nChanged 92
		SP:Iteration 10Q (12045.120000 sec): 3 clusters
  Score: Raw -907039.338518 + Penalty 4237.742221 = -902801.596297
  nChanged 96
		SP:Iteration 11Q (12045.340000 sec): 3 clusters
  Score: Raw -907091.257136 + Penalty 4237.742221 = -902853.514916
  nChanged 85
		SP:Iteration 12Q (12045.550000 sec): 3 clusters
  Score: Raw -907135.327095 + Penalty 4237.742221 = -902897.584874
  nChanged 98
		SP:Iteration 13Q (12045.700000 sec): 3 clusters
  Score: Raw -907195.445205 + Penalty 4237.742221 = -902957.702984
  nChanged 109
		SP:Iteration 14Q (12045.960000 sec): 3 clusters
  Score: Raw -907259.025320 + Penalty 4237.742221 = -903021.283100
  nChanged 109
		SP:Iteration 15Q (12046.180000 sec): 3 clusters
  Score: Raw -907322.513617 + Penalty 4237.742221 = -903084.771397
  nChanged 107
		SP:Iteration 16Q (12046.360000 sec): 3 clusters
  Score: Raw -907378.925756 + Penalty 4237.742221 = -903141.183535
  nChanged 89
		SP:Iteration 17Q (12046.580000 sec): 3 clusters
  Score: Raw -907436.913941 + Penalty 4237.742221 = -903199.171721
  nChanged 101
		SP:Iteration 18Q (12046.760000 sec): 3 clusters
  Score: Raw -907506.788521 + Penalty 4237.742221 = -903269.046300
  nChanged 121
		SP:Iteration 19Q (12046.960000 sec): 3 clusters
  Score: Raw -907593.548836 + Penalty 4237.742221 = -903355.806616
  nChanged 131
		SP:Iteration 20F (12047.140000 sec): 3 clusters
  Score: Raw -907681.250069 + Penalty 4237.742221 = -903443.507848
  nChanged 112
		SP:Iteration 21Q (12047.330000 sec): 3 clusters
  Score: Raw -907764.144642 + Penalty 4237.742221 = -903526.402421
  nChanged 95
		SP:Iteration 22Q (12047.540000 sec): 3 clusters
  Score: Raw -907824.649532 + Penalty 4237.742221 = -903586.907311
  nChanged 76
		SP:Iteration 23Q (12047.760000 sec): 3 clusters
  Score: Raw -907870.904899 + Penalty 4237.742221 = -903633.162678
  nChanged 81
		SP:Iteration 24Q (12047.930000 sec): 3 clusters
  Score: Raw -907919.118986 + Penalty 4237.742221 = -903681.376765
  nChanged 61
		SP:Iteration 25Q (12048.090000 sec): 3 clusters
  Score: Raw -907948.830691 + Penalty 4237.742221 = -903711.088470
  nChanged 51
		SP:Iteration 26Q (12048.320000 sec): 3 clusters
  Score: Raw -907978.795334 + Penalty 4237.742221 = -903741.053113
  nChanged 47
		SP:Iteration 27Q (12048.570000 sec): 3 clusters
  Score: Raw -908002.957546 + Penalty 4237.742221 = -903765.215325
  nChanged 41
		SP:Iteration 28Q (12048.810000 sec): 3 clusters
  Score: Raw -908028.341226 + Penalty 4237.742221 = -903790.599005
  nChanged 49
		SP:Iteration 29Q (12049.040000 sec): 3 clusters
  Score: Raw -908064.894072 + Penalty 4237.742221 = -903827.151851
  nChanged 50
		SP:Iteration 30Q (12049.260000 sec): 3 clusters
  Score: Raw -908100.169260 + Penalty 4237.742221 = -903862.427039
  nChanged 61
		SP:Iteration 31Q (12049.490000 sec): 3 clusters
  Score: Raw -908148.067215 + Penalty 4237.742221 = -903910.324994
  nChanged 66
		SP:Iteration 32Q (12049.630000 sec): 3 clusters
  Score: Raw -908219.936959 + Penalty 4237.742221 = -903982.194738
  nChanged 88
		SP:Iteration 33Q (12049.810000 sec): 3 clusters
  Score: Raw -908366.802776 + Penalty 4237.742221 = -904129.060556
  nChanged 100
		SP:Iteration 34Q (12050.000000 sec): 3 clusters
  Score: Raw -908517.299507 + Penalty 4237.742221 = -904279.557287
  nChanged 61
		SP:Iteration 35Q (12050.150000 sec): 3 clusters
  Score: Raw -908596.217002 + Penalty 4237.742221 = -904358.474781
  nChanged 41
		SP:Iteration 36Q (12050.320000 sec): 3 clusters
  Score: Raw -908636.380880 + Penalty 4237.742221 = -904398.638659
  nChanged 24
		SP:Iteration 37Q (12050.500000 sec): 3 clusters
  Score: Raw -908655.787833 + Penalty 4237.742221 = -904418.045612
  nChanged 18
		SP:Iteration 38Q (12050.670000 sec): 3 clusters
  Score: Raw -908665.992682 + Penalty 4237.742221 = -904428.250461
  nChanged 7
		SP:Iteration 39Q (12050.960000 sec): 3 clusters
  Score: Raw -908669.766836 + Penalty 4237.742221 = -904432.024615
  nChanged 3
		SP:Iteration 40F (12051.170000 sec): 3 clusters
  Score: Raw -908671.130562 + Penalty 4237.742221 = -904433.388341
  nChanged 3
		SP:Iteration 41Q (12051.360000 sec): 3 clusters
  Score: Raw -908672.979359 + Penalty 4237.742221 = -904435.237138
  nChanged 4
		SP:Iteration 42Q (12051.610000 sec): 3 clusters
  Score: Raw -908675.086341 + Penalty 4237.742221 = -904437.344120
  nChanged 4
		SP:Iteration 43Q (12051.820000 sec): 3 clusters
  Score: Raw -908677.413009 + Penalty 4237.742221 = -904439.670788
  nChanged 1
		SP:Iteration 44Q (12051.980000 sec): 3 clusters
  Score: Raw -908677.971492 + Penalty 4237.742221 = -904440.229271
  nChanged 0
		SP:Iteration 45F (12052.190000 sec): 3 clusters
  Score: Raw -908677.971492 + Penalty 4237.742221 = -904440.229271
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12052.280000 sec): 2 clusters
  Score: Raw -59563.443827 + Penalty 1496.799395 = -58066.644432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12052.470000 sec): 3 clusters
  Score: Raw -59766.158214 + Penalty 2993.598791 = -56772.559424
  nChanged 102
		SP:Iteration 1F (12052.640000 sec): 3 clusters
  Score: Raw -60120.237661 + Penalty 2993.598791 = -57126.638871
  nChanged 27
		SP:Iteration 2F (12052.790000 sec): 3 clusters
  Score: Raw -60202.703131 + Penalty 2993.598791 = -57209.104340
  nChanged 20
		SP:Iteration 3Q (12052.970000 sec): 3 clusters
  Score: Raw -60313.476636 + Penalty 2993.598791 = -57319.877845
  nChanged 14
		SP:Iteration 4Q (12053.100000 sec): 3 clusters
  Score: Raw -60354.619061 + Penalty 2993.598791 = -57361.020270
  nChanged 10
		SP:Iteration 5Q (12053.270000 sec): 3 clusters
  Score: Raw -60381.296699 + Penalty 2993.598791 = -57387.697909
  nChanged 5
		SP:Iteration 6Q (12053.440000 sec): 3 clusters
  Score: Raw -60416.813435 + Penalty 2993.598791 = -57423.214645
  nChanged 7
		SP:Iteration 7Q (12053.620000 sec): 3 clusters
  Score: Raw -60440.127518 + Penalty 2993.598791 = -57446.528728
  nChanged 3
		SP:Iteration 8Q (12053.760000 sec): 3 clusters
  Score: Raw -60458.189027 + Penalty 2993.598791 = -57464.590237
  nChanged 3
		SP:Iteration 9Q (12053.940000 sec): 3 clusters
  Score: Raw -60461.296534 + Penalty 2993.598791 = -57467.697744
  nChanged 0
		SP:Iteration 10F (12054.060000 sec): 3 clusters
  Score: Raw -60461.296534 + Penalty 2993.598791 = -57467.697744
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12054.150000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12054.320000 sec): 3 clusters
  Score: Raw -280268.223307 + Penalty 3634.904927 = -276633.318380
  nChanged 423
		SP:Iteration 1F (12054.450000 sec): 3 clusters
  Score: Raw -280646.701131 + Penalty 3634.904927 = -277011.796204
  nChanged 120
		SP:Iteration 2F (12054.600000 sec): 3 clusters
  Score: Raw -280761.830423 + Penalty 3634.904927 = -277126.925496
  nChanged 66
		SP:Iteration 3Q (12054.740000 sec): 3 clusters
  Score: Raw -280829.516982 + Penalty 3634.904927 = -277194.612055
  nChanged 43
		SP:Iteration 4Q (12054.830000 sec): 3 clusters
  Score: Raw -280871.209407 + Penalty 3634.904927 = -277236.304480
  nChanged 35
		SP:Iteration 5Q (12054.970000 sec): 3 clusters
  Score: Raw -280909.768995 + Penalty 3634.904927 = -277274.864068
  nChanged 36
		SP:Iteration 6Q (12055.060000 sec): 3 clusters
  Score: Raw -280951.957176 + Penalty 3634.904927 = -277317.052249
  nChanged 32
		SP:Iteration 7Q (12055.200000 sec): 3 clusters
  Score: Raw -280982.515504 + Penalty 3634.904927 = -277347.610577
  nChanged 22
		SP:Iteration 8Q (12055.280000 sec): 3 clusters
  Score: Raw -281001.332492 + Penalty 3634.904927 = -277366.427565
  nChanged 18
		SP:Iteration 9Q (12055.430000 sec): 3 clusters
  Score: Raw -281013.282152 + Penalty 3634.904927 = -277378.377225
  nChanged 17
		SP:Iteration 10Q (12055.570000 sec): 3 clusters
  Score: Raw -281035.934410 + Penalty 3634.904927 = -277401.029483
  nChanged 19
		SP:Iteration 11Q (12055.730000 sec): 3 clusters
  Score: Raw -281047.987163 + Penalty 3634.904927 = -277413.082236
  nChanged 10
		SP:Iteration 12Q (12055.870000 sec): 3 clusters
  Score: Raw -281055.424828 + Penalty 3634.904927 = -277420.519901
  nChanged 9
		SP:Iteration 13Q (12056.050000 sec): 3 clusters
  Score: Raw -281062.875166 + Penalty 3634.904927 = -277427.970239
  nChanged 7
		SP:Iteration 14Q (12056.150000 sec): 3 clusters
  Score: Raw -281069.944534 + Penalty 3634.904927 = -277435.039607
  nChanged 7
		SP:Iteration 15Q (12056.330000 sec): 3 clusters
  Score: Raw -281074.991127 + Penalty 3634.904927 = -277440.086200
  nChanged 5
		SP:Iteration 16Q (12056.570000 sec): 3 clusters
  Score: Raw -281079.844183 + Penalty 3634.904927 = -277444.939256
  nChanged 5
		SP:Iteration 17Q (12056.720000 sec): 3 clusters
  Score: Raw -281083.723931 + Penalty 3634.904927 = -277448.819004
  nChanged 5
		SP:Iteration 18Q (12056.940000 sec): 3 clusters
  Score: Raw -281086.137515 + Penalty 3634.904927 = -277451.232588
  nChanged 5
		SP:Iteration 19Q (12057.160000 sec): 3 clusters
  Score: Raw -281088.350216 + Penalty 3634.904927 = -277453.445289
  nChanged 2
		SP:Iteration 20F (12057.380000 sec): 3 clusters
  Score: Raw -281089.430161 + Penalty 3634.904927 = -277454.525234
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12057.440000 sec): 2 clusters
  Score: Raw -27693.636803 + Penalty 1372.280593 = -26321.356210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12057.580000 sec): 3 clusters
  Score: Raw -27883.635039 + Penalty 2744.561186 = -25139.073852
  nChanged 30
		SP:Iteration 1F (12057.710000 sec): 3 clusters
  Score: Raw -27986.706695 + Penalty 2744.561186 = -25242.145508
  nChanged 9
		SP:Iteration 2Q (12057.880000 sec): 3 clusters
  Score: Raw -28019.243500 + Penalty 2744.561186 = -25274.682313
  nChanged 5
		SP:Iteration 3Q (12058.000000 sec): 3 clusters
  Score: Raw -28032.408270 + Penalty 2744.561186 = -25287.847084
  nChanged 1
		SP:Iteration 4Q (12058.150000 sec): 3 clusters
  Score: Raw -28034.983432 + Penalty 2744.561186 = -25290.422246
  nChanged 1
		SP:Iteration 5Q (12058.240000 sec): 3 clusters
  Score: Raw -28040.618435 + Penalty 2744.561186 = -25296.057248
  nChanged 1
		SP:Iteration 6Q (12058.370000 sec): 3 clusters
  Score: Raw -28045.645923 + Penalty 2744.561186 = -25301.084736
  nChanged 2
		SP:Iteration 7Q (12058.550000 sec): 3 clusters
  Score: Raw -28064.198124 + Penalty 2744.561186 = -25319.636938
  nChanged 2
		SP:Iteration 8Q (12058.740000 sec): 3 clusters
  Score: Raw -28077.017377 + Penalty 2744.561186 = -25332.456191
  nChanged 2
		SP:Iteration 9Q (12058.930000 sec): 3 clusters
  Score: Raw -28089.914512 + Penalty 2744.561186 = -25345.353325
  nChanged 2
		SP:Iteration 10Q (12059.050000 sec): 3 clusters
  Score: Raw -28101.540731 + Penalty 2744.561186 = -25356.979545
  nChanged 1
		SP:Iteration 11Q (12059.220000 sec): 3 clusters
  Score: Raw -28107.463866 + Penalty 2744.561186 = -25362.902680
  nChanged 0
		SP:Iteration 12F (12059.380000 sec): 3 clusters
  Score: Raw -28107.463866 + Penalty 2744.561186 = -25362.902680
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12059.450000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12059.640000 sec): 3 clusters
  Score: Raw -218570.953808 + Penalty 3502.847050 = -215068.106758
  nChanged 329
		SP:Iteration 1F (12059.830000 sec): 3 clusters
  Score: Raw -218946.546509 + Penalty 3502.847050 = -215443.699459
  nChanged 98
		SP:Iteration 2F (12059.980000 sec): 3 clusters
  Score: Raw -219088.442355 + Penalty 3502.847050 = -215585.595306
  nChanged 54
		SP:Iteration 3Q (12060.120000 sec): 3 clusters
  Score: Raw -219183.261194 + Penalty 3502.847050 = -215680.414145
  nChanged 53
		SP:Iteration 4Q (12060.290000 sec): 3 clusters
  Score: Raw -219270.936416 + Penalty 3502.847050 = -215768.089366
  nChanged 51
		SP:Iteration 5Q (12060.470000 sec): 3 clusters
  Score: Raw -219366.236088 + Penalty 3502.847050 = -215863.389039
  nChanged 54
		SP:Iteration 6Q (12060.640000 sec): 3 clusters
  Score: Raw -219467.786257 + Penalty 3502.847050 = -215964.939208
  nChanged 46
		SP:Iteration 7Q (12060.780000 sec): 3 clusters
  Score: Raw -219568.633200 + Penalty 3502.847050 = -216065.786150
  nChanged 42
		SP:Iteration 8Q (12060.950000 sec): 3 clusters
  Score: Raw -219630.799792 + Penalty 3502.847050 = -216127.952742
  nChanged 31
		SP:Iteration 9Q (12061.120000 sec): 3 clusters
  Score: Raw -219680.372353 + Penalty 3502.847050 = -216177.525303
  nChanged 19
		SP:Iteration 10Q (12061.280000 sec): 3 clusters
  Score: Raw -219712.388221 + Penalty 3502.847050 = -216209.541172
  nChanged 18
		SP:Iteration 11Q (12061.470000 sec): 3 clusters
  Score: Raw -219736.406257 + Penalty 3502.847050 = -216233.559208
  nChanged 5
		SP:Iteration 12Q (12061.650000 sec): 3 clusters
  Score: Raw -219745.803598 + Penalty 3502.847050 = -216242.956548
  nChanged 4
		SP:Iteration 13Q (12061.810000 sec): 3 clusters
  Score: Raw -219749.057767 + Penalty 3502.847050 = -216246.210718
  nChanged 6
		SP:Iteration 14Q (12061.950000 sec): 3 clusters
  Score: Raw -219760.790938 + Penalty 3502.847050 = -216257.943888
  nChanged 3
		SP:Iteration 15Q (12062.120000 sec): 3 clusters
  Score: Raw -219765.186359 + Penalty 3502.847050 = -216262.339309
  nChanged 4
		SP:Iteration 16Q (12062.280000 sec): 3 clusters
  Score: Raw -219770.672835 + Penalty 3502.847050 = -216267.825786
  nChanged 2
		SP:Iteration 17Q (12062.370000 sec): 3 clusters
  Score: Raw -219772.491299 + Penalty 3502.847050 = -216269.644249
  nChanged 3
		SP:Iteration 18Q (12062.500000 sec): 3 clusters
  Score: Raw -219776.330776 + Penalty 3502.847050 = -216273.483727
  nChanged 2
		SP:Iteration 19Q (12062.630000 sec): 3 clusters
  Score: Raw -219778.413327 + Penalty 3502.847050 = -216275.566277
  nChanged 1
		SP:Iteration 20F (12062.760000 sec): 3 clusters
  Score: Raw -219779.188788 + Penalty 3502.847050 = -216276.341738
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12062.830000 sec): 2 clusters
  Score: Raw -15707.862044 + Penalty 1165.719131 = -14542.142913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12062.970000 sec): 3 clusters
  Score: Raw -16055.758772 + Penalty 2331.438261 = -13724.320510
  nChanged 4
		SP:Iteration 1Q (12063.130000 sec): 3 clusters
  Score: Raw -16106.015477 + Penalty 2331.438261 = -13774.577216
  nChanged 0
		SP:Iteration 2F (12063.250000 sec): 3 clusters
  Score: Raw -16106.015477 + Penalty 2331.438261 = -13774.577216
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12063.290000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12063.430000 sec): 3 clusters
  Score: Raw -35275.944409 + Penalty 2681.957199 = -32593.987210
  nChanged 19
		SP:Iteration 1F (12063.560000 sec): 3 clusters
  Score: Raw -35364.255482 + Penalty 2681.957199 = -32682.298284
  nChanged 7
		SP:Iteration 2Q (12063.710000 sec): 3 clusters
  Score: Raw -35452.049688 + Penalty 2681.957199 = -32770.092489
  nChanged 7
		SP:Iteration 3Q (12063.850000 sec): 3 clusters
  Score: Raw -35523.251397 + Penalty 2681.957199 = -32841.294198
  nChanged 2
		SP:Iteration 4Q (12063.990000 sec): 3 clusters
  Score: Raw -35565.317287 + Penalty 2681.957199 = -32883.360088
  nChanged 3
		SP:Iteration 5Q (12064.110000 sec): 3 clusters
  Score: Raw -35583.373548 + Penalty 2681.957199 = -32901.416349
  nChanged 1
		SP:Iteration 6Q (12064.240000 sec): 3 clusters
  Score: Raw -35592.709876 + Penalty 2681.957199 = -32910.752678
  nChanged 1
		SP:Iteration 7Q (12064.380000 sec): 3 clusters
  Score: Raw -35596.878257 + Penalty 2681.957199 = -32914.921058
  nChanged 1
		SP:Iteration 8Q (12064.560000 sec): 3 clusters
  Score: Raw -35602.272038 + Penalty 2681.957199 = -32920.314839
  nChanged 0
		SP:Iteration 9F (12064.740000 sec): 3 clusters
  Score: Raw -35602.272038 + Penalty 2681.957199 = -32920.314839
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12064.810000 sec): 2 clusters
  Score: Raw -50169.076272 + Penalty 1448.479131 = -48720.597141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12064.950000 sec): 3 clusters
  Score: Raw -50486.093841 + Penalty 2896.958262 = -47589.135579
  nChanged 71
		SP:Iteration 1F (12065.110000 sec): 3 clusters
  Score: Raw -50825.238133 + Penalty 2896.958262 = -47928.279871
  nChanged 38
		SP:Iteration 2F (12065.220000 sec): 3 clusters
  Score: Raw -51098.421366 + Penalty 2896.958262 = -48201.463104
  nChanged 21
		SP:Iteration 3F (12065.350000 sec): 3 clusters
  Score: Raw -51335.915636 + Penalty 2896.958262 = -48438.957374
  nChanged 14
		SP:Iteration 4Q (12065.500000 sec): 3 clusters
  Score: Raw -51439.134316 + Penalty 2896.958262 = -48542.176054
  nChanged 8
		SP:Iteration 5Q (12065.630000 sec): 3 clusters
  Score: Raw -51502.680220 + Penalty 2896.958262 = -48605.721958
  nChanged 3
		SP:Iteration 6Q (12065.750000 sec): 3 clusters
  Score: Raw -51534.825578 + Penalty 2896.958262 = -48637.867316
  nChanged 0
		SP:Iteration 7F (12065.870000 sec): 3 clusters
  Score: Raw -51534.825578 + Penalty 2896.958262 = -48637.867316
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12066.070000 sec): 2 clusters
  Score: Raw -2510704.579690 + Penalty 2359.379022 = -2508345.200668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12066.350000 sec): 3 clusters
  Score: Raw -2503086.819954 + Penalty 4718.758043 = -2498368.061911
  nChanged 5796
		SP:Iteration 1F (12066.600000 sec): 3 clusters
  Score: Raw -2506145.892957 + Penalty 4718.758043 = -2501427.134914
  nChanged 799
		SP:Iteration 2F (12066.870000 sec): 3 clusters
  Score: Raw -2506491.226526 + Penalty 4718.758043 = -2501772.468483
  nChanged 697
		SP:Iteration 3F (12067.130000 sec): 3 clusters
  Score: Raw -2506764.233708 + Penalty 4718.758043 = -2502045.475664
  nChanged 562
		SP:Iteration 4Q (12067.400000 sec): 3 clusters
  Score: Raw -2506986.811719 + Penalty 4718.758043 = -2502268.053675
  nChanged 526
		SP:Iteration 5Q (12067.660000 sec): 3 clusters
  Score: Raw -2507207.358655 + Penalty 4718.758043 = -2502488.600611
  nChanged 531
		SP:Iteration 6Q (12067.960000 sec): 3 clusters
  Score: Raw -2507468.664180 + Penalty 4718.758043 = -2502749.906137
  nChanged 537
		SP:Iteration 7Q (12068.280000 sec): 3 clusters
  Score: Raw -2507734.360696 + Penalty 4718.758043 = -2503015.602653
  nChanged 559
		SP:Iteration 8Q (12068.560000 sec): 3 clusters
  Score: Raw -2508034.219688 + Penalty 4718.758043 = -2503315.461645
  nChanged 534
		SP:Iteration 9Q (12068.830000 sec): 3 clusters
  Score: Raw -2508332.258434 + Penalty 4718.758043 = -2503613.500391
  nChanged 550
		SP:Iteration 10Q (12069.100000 sec): 3 clusters
  Score: Raw -2508663.952285 + Penalty 4718.758043 = -2503945.194241
  nChanged 577
		SP:Iteration 11Q (12069.400000 sec): 3 clusters
  Score: Raw -2509037.681516 + Penalty 4718.758043 = -2504318.923473
  nChanged 568
		SP:Iteration 12Q (12069.660000 sec): 3 clusters
  Score: Raw -2509404.477878 + Penalty 4718.758043 = -2504685.719834
  nChanged 518
		SP:Iteration 13Q (12069.930000 sec): 3 clusters
  Score: Raw -2509714.984723 + Penalty 4718.758043 = -2504996.226680
  nChanged 407
		SP:Iteration 14Q (12070.200000 sec): 3 clusters
  Score: Raw -2509909.544437 + Penalty 4718.758043 = -2505190.786394
  nChanged 314
		SP:Iteration 15Q (12070.470000 sec): 3 clusters
  Score: Raw -2510024.821754 + Penalty 4718.758043 = -2505306.063710
  nChanged 222
		SP:Iteration 16Q (12070.740000 sec): 3 clusters
  Score: Raw -2510104.408709 + Penalty 4718.758043 = -2505385.650666
  nChanged 188
		SP:Iteration 17Q (12071.010000 sec): 3 clusters
  Score: Raw -2510164.744157 + Penalty 4718.758043 = -2505445.986113
  nChanged 146
		SP:Iteration 18Q (12071.270000 sec): 3 clusters
  Score: Raw -2510204.246438 + Penalty 4718.758043 = -2505485.488395
  nChanged 110
		SP:Iteration 19Q (12071.540000 sec): 3 clusters
  Score: Raw -2510229.687915 + Penalty 4718.758043 = -2505510.929871
  nChanged 96
		SP:Iteration 20F (12071.850000 sec): 3 clusters
  Score: Raw -2510250.308089 + Penalty 4718.758043 = -2505531.550046
  nChanged 89
		SP:Iteration 21Q (12072.080000 sec): 3 clusters
  Score: Raw -2510272.038686 + Penalty 4718.758043 = -2505553.280643
  nChanged 83
		SP:Iteration 22Q (12072.340000 sec): 3 clusters
  Score: Raw -2510292.259781 + Penalty 4718.758043 = -2505573.501738
  nChanged 78
		SP:Iteration 23Q (12072.620000 sec): 3 clusters
  Score: Raw -2510310.891624 + Penalty 4718.758043 = -2505592.133581
  nChanged 82
		SP:Iteration 24Q (12072.850000 sec): 3 clusters
  Score: Raw -2510327.946606 + Penalty 4718.758043 = -2505609.188563
  nChanged 81
		SP:Iteration 25Q (12073.080000 sec): 3 clusters
  Score: Raw -2510346.341811 + Penalty 4718.758043 = -2505627.583767
  nChanged 76
		SP:Iteration 26Q (12073.310000 sec): 3 clusters
  Score: Raw -2510362.384963 + Penalty 4718.758043 = -2505643.626919
  nChanged 77
		SP:Iteration 27Q (12073.570000 sec): 3 clusters
  Score: Raw -2510377.991901 + Penalty 4718.758043 = -2505659.233857
  nChanged 66
		SP:Iteration 28Q (12073.850000 sec): 3 clusters
  Score: Raw -2510391.874810 + Penalty 4718.758043 = -2505673.116766
  nChanged 56
		SP:Iteration 29Q (12074.110000 sec): 3 clusters
  Score: Raw -2510404.101783 + Penalty 4718.758043 = -2505685.343739
  nChanged 65
		SP:Iteration 30Q (12074.350000 sec): 3 clusters
  Score: Raw -2510419.283009 + Penalty 4718.758043 = -2505700.524966
  nChanged 60
		SP:Iteration 31Q (12074.580000 sec): 3 clusters
  Score: Raw -2510431.924042 + Penalty 4718.758043 = -2505713.165999
  nChanged 56
		SP:Iteration 32Q (12074.830000 sec): 3 clusters
  Score: Raw -2510442.751230 + Penalty 4718.758043 = -2505723.993187
  nChanged 59
		SP:Iteration 33Q (12075.070000 sec): 3 clusters
  Score: Raw -2510451.750409 + Penalty 4718.758043 = -2505732.992365
  nChanged 51
		SP:Iteration 34Q (12075.350000 sec): 3 clusters
  Score: Raw -2510461.278284 + Penalty 4718.758043 = -2505742.520241
  nChanged 45
		SP:Iteration 35Q (12075.610000 sec): 3 clusters
  Score: Raw -2510470.514081 + Penalty 4718.758043 = -2505751.756037
  nChanged 53
		SP:Iteration 36Q (12075.800000 sec): 3 clusters
  Score: Raw -2510481.235595 + Penalty 4718.758043 = -2505762.477551
  nChanged 54
		SP:Iteration 37Q (12076.110000 sec): 3 clusters
  Score: Raw -2510492.374569 + Penalty 4718.758043 = -2505773.616526
  nChanged 52
		SP:Iteration 38Q (12076.330000 sec): 3 clusters
  Score: Raw -2510502.103321 + Penalty 4718.758043 = -2505783.345277
  nChanged 47
		SP:Iteration 39Q (12076.550000 sec): 3 clusters
  Score: Raw -2510510.806684 + Penalty 4718.758043 = -2505792.048640
  nChanged 44
		SP:Iteration 40F (12076.730000 sec): 3 clusters
  Score: Raw -2510519.125209 + Penalty 4718.758043 = -2505800.367166
  nChanged 47
		SP:Iteration 41Q (12076.970000 sec): 3 clusters
  Score: Raw -2510529.051179 + Penalty 4718.758043 = -2505810.293136
  nChanged 45
		SP:Iteration 42Q (12077.150000 sec): 3 clusters
  Score: Raw -2510537.452537 + Penalty 4718.758043 = -2505818.694493
  nChanged 35
		SP:Iteration 43Q (12077.390000 sec): 3 clusters
  Score: Raw -2510542.854739 + Penalty 4718.758043 = -2505824.096695
  nChanged 25
		SP:Iteration 44Q (12077.590000 sec): 3 clusters
  Score: Raw -2510548.054805 + Penalty 4718.758043 = -2505829.296761
  nChanged 39
		SP:Iteration 45Q (12077.850000 sec): 3 clusters
  Score: Raw -2510555.017480 + Penalty 4718.758043 = -2505836.259437
  nChanged 29
		SP:Iteration 46Q (12078.120000 sec): 3 clusters
  Score: Raw -2510560.612713 + Penalty 4718.758043 = -2505841.854670
  nChanged 41
		SP:Iteration 47Q (12078.370000 sec): 3 clusters
  Score: Raw -2510568.539822 + Penalty 4718.758043 = -2505849.781779
  nChanged 50
		SP:Iteration 48Q (12078.650000 sec): 3 clusters
  Score: Raw -2510576.791732 + Penalty 4718.758043 = -2505858.033689
  nChanged 45
		SP:Iteration 49Q (12078.890000 sec): 3 clusters
  Score: Raw -2510584.440614 + Penalty 4718.758043 = -2505865.682571
  nChanged 39
		SP:Iteration 50Q (12079.150000 sec): 3 clusters
  Score: Raw -2510591.603408 + Penalty 4718.758043 = -2505872.845364
  nChanged 27
		SP:Iteration 51Q (12079.410000 sec): 3 clusters
  Score: Raw -2510597.058723 + Penalty 4718.758043 = -2505878.300679
  nChanged 32
		SP:Iteration 52Q (12079.610000 sec): 3 clusters
  Score: Raw -2510603.171704 + Penalty 4718.758043 = -2505884.413661
  nChanged 35
		SP:Iteration 53Q (12079.840000 sec): 3 clusters
  Score: Raw -2510609.913188 + Penalty 4718.758043 = -2505891.155144
  nChanged 39
		SP:Iteration 54Q (12080.090000 sec): 3 clusters
  Score: Raw -2510619.414282 + Penalty 4718.758043 = -2505900.656238
  nChanged 37
		SP:Iteration 55Q (12080.340000 sec): 3 clusters
  Score: Raw -2510630.307478 + Penalty 4718.758043 = -2505911.549435
  nChanged 46
		SP:Iteration 56Q (12080.610000 sec): 3 clusters
  Score: Raw -2510643.245732 + Penalty 4718.758043 = -2505924.487688
  nChanged 61
		SP:Iteration 57Q (12080.810000 sec): 3 clusters
  Score: Raw -2510657.882841 + Penalty 4718.758043 = -2505939.124798
  nChanged 50
		SP:Iteration 58Q (12081.080000 sec): 3 clusters
  Score: Raw -2510669.255538 + Penalty 4718.758043 = -2505950.497494
  nChanged 44
		SP:Iteration 59Q (12081.330000 sec): 3 clusters
  Score: Raw -2510677.741820 + Penalty 4718.758043 = -2505958.983777
  nChanged 35
		SP:Iteration 60F (12081.610000 sec): 3 clusters
  Score: Raw -2510683.227302 + Penalty 4718.758043 = -2505964.469258
  nChanged 29
		SP:Iteration 61Q (12081.830000 sec): 3 clusters
  Score: Raw -2510687.925528 + Penalty 4718.758043 = -2505969.167484
  nChanged 34
		SP:Iteration 62Q (12082.110000 sec): 3 clusters
  Score: Raw -2510694.845519 + Penalty 4718.758043 = -2505976.087475
  nChanged 35
		SP:Iteration 63Q (12082.340000 sec): 3 clusters
  Score: Raw -2510702.673510 + Penalty 4718.758043 = -2505983.915467
  nChanged 35
		SP:Iteration 64Q (12082.560000 sec): 3 clusters
  Score: Raw -2510709.935715 + Penalty 4718.758043 = -2505991.177671
  nChanged 35
		SP:Iteration 65Q (12082.810000 sec): 3 clusters
  Score: Raw -2510715.844734 + Penalty 4718.758043 = -2505997.086690
  nChanged 28
		SP:Iteration 66Q (12083.030000 sec): 3 clusters
  Score: Raw -2510720.573185 + Penalty 4718.758043 = -2506001.815142
  nChanged 26
		SP:Iteration 67Q (12083.300000 sec): 3 clusters
  Score: Raw -2510724.005995 + Penalty 4718.758043 = -2506005.247952
  nChanged 22
		SP:Iteration 68Q (12083.530000 sec): 3 clusters
  Score: Raw -2510727.320993 + Penalty 4718.758043 = -2506008.562950
  nChanged 20
		SP:Iteration 69Q (12083.740000 sec): 3 clusters
  Score: Raw -2510731.043662 + Penalty 4718.758043 = -2506012.285618
  nChanged 21
		SP:Iteration 70Q (12083.990000 sec): 3 clusters
  Score: Raw -2510735.064693 + Penalty 4718.758043 = -2506016.306649
  nChanged 18
		SP:Iteration 71Q (12084.210000 sec): 3 clusters
  Score: Raw -2510737.550098 + Penalty 4718.758043 = -2506018.792055
  nChanged 16
		SP:Iteration 72Q (12084.440000 sec): 3 clusters
  Score: Raw -2510739.760174 + Penalty 4718.758043 = -2506021.002131
  nChanged 11
		SP:Iteration 73Q (12084.680000 sec): 3 clusters
  Score: Raw -2510741.190048 + Penalty 4718.758043 = -2506022.432005
  nChanged 15
		SP:Iteration 74Q (12084.940000 sec): 3 clusters
  Score: Raw -2510743.637857 + Penalty 4718.758043 = -2506024.879814
  nChanged 20
		SP:Iteration 75Q (12085.120000 sec): 3 clusters
  Score: Raw -2510747.867542 + Penalty 4718.758043 = -2506029.109498
  nChanged 23
		SP:Iteration 76Q (12085.370000 sec): 3 clusters
  Score: Raw -2510753.845922 + Penalty 4718.758043 = -2506035.087878
  nChanged 28
		SP:Iteration 77Q (12085.600000 sec): 3 clusters
  Score: Raw -2510759.543444 + Penalty 4718.758043 = -2506040.785400
  nChanged 31
		SP:Iteration 78Q (12085.820000 sec): 3 clusters
  Score: Raw -2510766.052349 + Penalty 4718.758043 = -2506047.294306
  nChanged 28
		SP:Iteration 79Q (12086.100000 sec): 3 clusters
  Score: Raw -2510771.574202 + Penalty 4718.758043 = -2506052.816158
  nChanged 23
		SP:Iteration 80F (12086.330000 sec): 3 clusters
  Score: Raw -2510776.181916 + Penalty 4718.758043 = -2506057.423873
  nChanged 25
		SP:Iteration 81Q (12086.600000 sec): 3 clusters
  Score: Raw -2510781.277183 + Penalty 4718.758043 = -2506062.519140
  nChanged 20
		SP:Iteration 82Q (12086.890000 sec): 3 clusters
  Score: Raw -2510784.542838 + Penalty 4718.758043 = -2506065.784795
  nChanged 19
		SP:Iteration 83Q (12087.100000 sec): 3 clusters
  Score: Raw -2510787.940626 + Penalty 4718.758043 = -2506069.182582
  nChanged 25
		SP:Iteration 84Q (12087.350000 sec): 3 clusters
  Score: Raw -2510795.750138 + Penalty 4718.758043 = -2506076.992094
  nChanged 34
		SP:Iteration 85Q (12087.550000 sec): 3 clusters
  Score: Raw -2510803.939518 + Penalty 4718.758043 = -2506085.181475
  nChanged 32
		SP:Iteration 86Q (12087.800000 sec): 3 clusters
  Score: Raw -2510811.725154 + Penalty 4718.758043 = -2506092.967111
  nChanged 31
		SP:Iteration 87Q (12088.000000 sec): 3 clusters
  Score: Raw -2510818.347646 + Penalty 4718.758043 = -2506099.589602
  nChanged 32
		SP:Iteration 88Q (12088.260000 sec): 3 clusters
  Score: Raw -2510824.683604 + Penalty 4718.758043 = -2506105.925560
  nChanged 27
		SP:Iteration 89Q (12088.510000 sec): 3 clusters
  Score: Raw -2510829.797619 + Penalty 4718.758043 = -2506111.039576
  nChanged 28
		SP:Iteration 90Q (12088.760000 sec): 3 clusters
  Score: Raw -2510835.260329 + Penalty 4718.758043 = -2506116.502285
  nChanged 24
		SP:Iteration 91Q (12089.010000 sec): 3 clusters
  Score: Raw -2510840.848643 + Penalty 4718.758043 = -2506122.090599
  nChanged 28
		SP:Iteration 92Q (12089.280000 sec): 3 clusters
  Score: Raw -2510846.094094 + Penalty 4718.758043 = -2506127.336050
  nChanged 28
		SP:Iteration 93Q (12089.530000 sec): 3 clusters
  Score: Raw -2510854.484660 + Penalty 4718.758043 = -2506135.726616
  nChanged 33
		SP:Iteration 94Q (12089.770000 sec): 3 clusters
  Score: Raw -2510863.022190 + Penalty 4718.758043 = -2506144.264146
  nChanged 33
		SP:Iteration 95Q (12090.040000 sec): 3 clusters
  Score: Raw -2510870.661272 + Penalty 4718.758043 = -2506151.903228
  nChanged 30
		SP:Iteration 96Q (12090.260000 sec): 3 clusters
  Score: Raw -2510878.359976 + Penalty 4718.758043 = -2506159.601932
  nChanged 28
		SP:Iteration 97Q (12090.520000 sec): 3 clusters
  Score: Raw -2510884.702487 + Penalty 4718.758043 = -2506165.944444
  nChanged 28
		SP:Iteration 98Q (12090.740000 sec): 3 clusters
  Score: Raw -2510890.380600 + Penalty 4718.758043 = -2506171.622557
  nChanged 28
		SP:Iteration 99Q (12091.010000 sec): 3 clusters
  Score: Raw -2510896.004670 + Penalty 4718.758043 = -2506177.246626
  nChanged 27
		SP:Iteration 100F (12091.280000 sec): 3 clusters
  Score: Raw -2510903.992086 + Penalty 4718.758043 = -2506185.234042
  nChanged 36
		SP:Iteration 101Q (12091.500000 sec): 3 clusters
  Score: Raw -2510913.694157 + Penalty 4718.758043 = -2506194.936114
  nChanged 34
		SP:Iteration 102Q (12091.790000 sec): 3 clusters
  Score: Raw -2510921.894154 + Penalty 4718.758043 = -2506203.136111
  nChanged 39
		SP:Iteration 103Q (12092.040000 sec): 3 clusters
  Score: Raw -2510930.784972 + Penalty 4718.758043 = -2506212.026929
  nChanged 27
		SP:Iteration 104Q (12092.250000 sec): 3 clusters
  Score: Raw -2510938.415729 + Penalty 4718.758043 = -2506219.657685
  nChanged 32
		SP:Iteration 105Q (12092.510000 sec): 3 clusters
  Score: Raw -2510945.908860 + Penalty 4718.758043 = -2506227.150817
  nChanged 26
		SP:Iteration 106Q (12092.760000 sec): 3 clusters
  Score: Raw -2510951.706196 + Penalty 4718.758043 = -2506232.948153
  nChanged 28
		SP:Iteration 107Q (12092.980000 sec): 3 clusters
  Score: Raw -2510958.335897 + Penalty 4718.758043 = -2506239.577854
  nChanged 27
		SP:Iteration 108Q (12093.270000 sec): 3 clusters
  Score: Raw -2510964.965866 + Penalty 4718.758043 = -2506246.207823
  nChanged 19
		SP:Iteration 109Q (12093.480000 sec): 3 clusters
  Score: Raw -2510969.740022 + Penalty 4718.758043 = -2506250.981979
  nChanged 12
		SP:Iteration 110Q (12093.660000 sec): 3 clusters
  Score: Raw -2510972.194479 + Penalty 4718.758043 = -2506253.436436
  nChanged 12
		SP:Iteration 111Q (12093.920000 sec): 3 clusters
  Score: Raw -2510975.260334 + Penalty 4718.758043 = -2506256.502290
  nChanged 19
		SP:Iteration 112Q (12094.110000 sec): 3 clusters
  Score: Raw -2510980.498776 + Penalty 4718.758043 = -2506261.740732
  nChanged 22
		SP:Iteration 113Q (12094.390000 sec): 3 clusters
  Score: Raw -2510985.054631 + Penalty 4718.758043 = -2506266.296587
  nChanged 14
		SP:Iteration 114Q (12094.600000 sec): 3 clusters
  Score: Raw -2510987.112536 + Penalty 4718.758043 = -2506268.354493
  nChanged 9
		SP:Iteration 115Q (12094.880000 sec): 3 clusters
  Score: Raw -2510988.610179 + Penalty 4718.758043 = -2506269.852136
  nChanged 10
		SP:Iteration 116Q (12095.170000 sec): 3 clusters
  Score: Raw -2510990.654702 + Penalty 4718.758043 = -2506271.896659
  nChanged 11
		SP:Iteration 117Q (12095.440000 sec): 3 clusters
  Score: Raw -2510992.971587 + Penalty 4718.758043 = -2506274.213544
  nChanged 17
		SP:Iteration 118Q (12095.710000 sec): 3 clusters
  Score: Raw -2510996.358125 + Penalty 4718.758043 = -2506277.600081
  nChanged 14
		SP:Iteration 119Q (12095.940000 sec): 3 clusters
  Score: Raw -2510998.796605 + Penalty 4718.758043 = -2506280.038562
  nChanged 9
		SP:Iteration 120F (12096.200000 sec): 3 clusters
  Score: Raw -2511001.030528 + Penalty 4718.758043 = -2506282.272484
  nChanged 6
		SP:Iteration 121Q (12096.420000 sec): 3 clusters
  Score: Raw -2511002.446283 + Penalty 4718.758043 = -2506283.688240
  nChanged 7
		SP:Iteration 122Q (12096.650000 sec): 3 clusters
  Score: Raw -2511003.622326 + Penalty 4718.758043 = -2506284.864282
  nChanged 3
		SP:Iteration 123Q (12096.890000 sec): 3 clusters
  Score: Raw -2511004.101505 + Penalty 4718.758043 = -2506285.343461
  nChanged 4
		SP:Iteration 124Q (12097.160000 sec): 3 clusters
  Score: Raw -2511004.975329 + Penalty 4718.758043 = -2506286.217286
  nChanged 1
		SP:Iteration 125Q (12097.380000 sec): 3 clusters
  Score: Raw -2511005.155731 + Penalty 4718.758043 = -2506286.397687
  nChanged 4
		SP:Iteration 126Q (12097.660000 sec): 3 clusters
  Score: Raw -2511006.721824 + Penalty 4718.758043 = -2506287.963781
  nChanged 5
		SP:Iteration 127Q (12097.870000 sec): 3 clusters
  Score: Raw -2511008.319902 + Penalty 4718.758043 = -2506289.561858
  nChanged 11
		SP:Iteration 128Q (12098.080000 sec): 3 clusters
  Score: Raw -2511011.922819 + Penalty 4718.758043 = -2506293.164775
  nChanged 17
		SP:Iteration 129Q (12098.320000 sec): 3 clusters
  Score: Raw -2511015.445832 + Penalty 4718.758043 = -2506296.687789
  nChanged 15
		SP:Iteration 130Q (12098.560000 sec): 3 clusters
  Score: Raw -2511018.673856 + Penalty 4718.758043 = -2506299.915813
  nChanged 18
		SP:Iteration 131Q (12098.830000 sec): 3 clusters
  Score: Raw -2511024.055369 + Penalty 4718.758043 = -2506305.297325
  nChanged 23
		SP:Iteration 132Q (12099.090000 sec): 3 clusters
  Score: Raw -2511030.992589 + Penalty 4718.758043 = -2506312.234546
  nChanged 19
		SP:Iteration 133Q (12099.310000 sec): 3 clusters
  Score: Raw -2511035.553071 + Penalty 4718.758043 = -2506316.795027
  nChanged 15
		SP:Iteration 134Q (12099.630000 sec): 3 clusters
  Score: Raw -2511040.271785 + Penalty 4718.758043 = -2506321.513742
  nChanged 21
		SP:Iteration 135Q (12099.850000 sec): 3 clusters
  Score: Raw -2511046.082155 + Penalty 4718.758043 = -2506327.324111
  nChanged 28
		SP:Iteration 136Q (12100.100000 sec): 3 clusters
  Score: Raw -2511054.082458 + Penalty 4718.758043 = -2506335.324415
  nChanged 22
		SP:Iteration 137Q (12100.310000 sec): 3 clusters
  Score: Raw -2511059.141809 + Penalty 4718.758043 = -2506340.383765
  nChanged 19
		SP:Iteration 138Q (12100.560000 sec): 3 clusters
  Score: Raw -2511064.784128 + Penalty 4718.758043 = -2506346.026084
  nChanged 17
		SP:Iteration 139Q (12100.790000 sec): 3 clusters
  Score: Raw -2511068.377545 + Penalty 4718.758043 = -2506349.619501
  nChanged 12
		SP:Iteration 140F (12101.090000 sec): 3 clusters
  Score: Raw -2511070.756539 + Penalty 4718.758043 = -2506351.998496
  nChanged 11
		SP:Iteration 141Q (12101.320000 sec): 3 clusters
  Score: Raw -2511073.197702 + Penalty 4718.758043 = -2506354.439658
  nChanged 8
		SP:Iteration 142Q (12101.550000 sec): 3 clusters
  Score: Raw -2511075.350772 + Penalty 4718.758043 = -2506356.592729
  nChanged 10
		SP:Iteration 143Q (12101.800000 sec): 3 clusters
  Score: Raw -2511077.559204 + Penalty 4718.758043 = -2506358.801160
  nChanged 9
		SP:Iteration 144Q (12102.030000 sec): 3 clusters
  Score: Raw -2511080.077324 + Penalty 4718.758043 = -2506361.319280
  nChanged 8
		SP:Iteration 145Q (12102.280000 sec): 3 clusters
  Score: Raw -2511083.025679 + Penalty 4718.758043 = -2506364.267635
  nChanged 12
		SP:Iteration 146Q (12102.520000 sec): 3 clusters
  Score: Raw -2511086.895515 + Penalty 4718.758043 = -2506368.137471
  nChanged 8
		SP:Iteration 147Q (12102.770000 sec): 3 clusters
  Score: Raw -2511089.043011 + Penalty 4718.758043 = -2506370.284968
  nChanged 11
		SP:Iteration 148Q (12103.020000 sec): 3 clusters
  Score: Raw -2511092.413325 + Penalty 4718.758043 = -2506373.655282
  nChanged 12
		SP:Iteration 149Q (12103.260000 sec): 3 clusters
  Score: Raw -2511095.318238 + Penalty 4718.758043 = -2506376.560195
  nChanged 7
		SP:Iteration 150Q (12103.550000 sec): 3 clusters
  Score: Raw -2511097.268022 + Penalty 4718.758043 = -2506378.509978
  nChanged 7
		SP:Iteration 151Q (12103.790000 sec): 3 clusters
  Score: Raw -2511098.921144 + Penalty 4718.758043 = -2506380.163101
  nChanged 10
		SP:Iteration 152Q (12104.100000 sec): 3 clusters
  Score: Raw -2511101.330198 + Penalty 4718.758043 = -2506382.572154
  nChanged 9
		SP:Iteration 153Q (12104.370000 sec): 3 clusters
  Score: Raw -2511103.563077 + Penalty 4718.758043 = -2506384.805034
  nChanged 11
		SP:Iteration 154Q (12104.620000 sec): 3 clusters
  Score: Raw -2511106.666895 + Penalty 4718.758043 = -2506387.908852
  nChanged 10
		SP:Iteration 155Q (12104.850000 sec): 3 clusters
  Score: Raw -2511108.917639 + Penalty 4718.758043 = -2506390.159595
  nChanged 8
		SP:Iteration 156Q (12105.060000 sec): 3 clusters
  Score: Raw -2511110.955905 + Penalty 4718.758043 = -2506392.197862
  nChanged 8
		SP:Iteration 157Q (12105.310000 sec): 3 clusters
  Score: Raw -2511112.475740 + Penalty 4718.758043 = -2506393.717697
  nChanged 5
		SP:Iteration 158Q (12105.560000 sec): 3 clusters
  Score: Raw -2511113.302448 + Penalty 4718.758043 = -2506394.544405
  nChanged 5
		SP:Iteration 159Q (12105.810000 sec): 3 clusters
  Score: Raw -2511114.652729 + Penalty 4718.758043 = -2506395.894685
  nChanged 4
		SP:Iteration 160F (12106.050000 sec): 3 clusters
  Score: Raw -2511115.594112 + Penalty 4718.758043 = -2506396.836069
  nChanged 5
		SP:Iteration 161Q (12106.250000 sec): 3 clusters
  Score: Raw -2511116.447797 + Penalty 4718.758043 = -2506397.689754
  nChanged 4
		SP:Iteration 162Q (12106.460000 sec): 3 clusters
  Score: Raw -2511117.561992 + Penalty 4718.758043 = -2506398.803949
  nChanged 3
		SP:Iteration 163Q (12106.720000 sec): 3 clusters
  Score: Raw -2511118.415277 + Penalty 4718.758043 = -2506399.657234
  nChanged 2
		SP:Iteration 164Q (12107.000000 sec): 3 clusters
  Score: Raw -2511118.858370 + Penalty 4718.758043 = -2506400.100327
  nChanged 1
		SP:Iteration 165Q (12107.220000 sec): 3 clusters
  Score: Raw -2511119.014959 + Penalty 4718.758043 = -2506400.256915
  nChanged 2
		SP:Iteration 166Q (12107.480000 sec): 3 clusters
  Score: Raw -2511119.361728 + Penalty 4718.758043 = -2506400.603685
  nChanged 1
		SP:Iteration 167Q (12107.760000 sec): 3 clusters
  Score: Raw -2511119.690202 + Penalty 4718.758043 = -2506400.932159
  nChanged 4
		SP:Iteration 168Q (12107.970000 sec): 3 clusters
  Score: Raw -2511120.406413 + Penalty 4718.758043 = -2506401.648370
  nChanged 2
		SP:Iteration 169Q (12108.240000 sec): 3 clusters
  Score: Raw -2511120.967972 + Penalty 4718.758043 = -2506402.209928
  nChanged 3
		SP:Iteration 170Q (12108.460000 sec): 3 clusters
  Score: Raw -2511121.809039 + Penalty 4718.758043 = -2506403.050995
  nChanged 5
		SP:Iteration 171Q (12108.680000 sec): 3 clusters
  Score: Raw -2511122.952918 + Penalty 4718.758043 = -2506404.194875
  nChanged 4
		SP:Iteration 172Q (12108.910000 sec): 3 clusters
  Score: Raw -2511124.441978 + Penalty 4718.758043 = -2506405.683935
  nChanged 7
		SP:Iteration 173Q (12109.180000 sec): 3 clusters
  Score: Raw -2511126.243842 + Penalty 4718.758043 = -2506407.485798
  nChanged 5
		SP:Iteration 174Q (12109.480000 sec): 3 clusters
  Score: Raw -2511127.197335 + Penalty 4718.758043 = -2506408.439291
  nChanged 6
		SP:Iteration 175Q (12109.670000 sec): 3 clusters
  Score: Raw -2511128.739228 + Penalty 4718.758043 = -2506409.981185
  nChanged 7
		SP:Iteration 176Q (12109.940000 sec): 3 clusters
  Score: Raw -2511130.597244 + Penalty 4718.758043 = -2506411.839201
  nChanged 6
		SP:Iteration 177Q (12110.210000 sec): 3 clusters
  Score: Raw -2511131.921356 + Penalty 4718.758043 = -2506413.163313
  nChanged 2
		SP:Iteration 178Q (12110.480000 sec): 3 clusters
  Score: Raw -2511132.174174 + Penalty 4718.758043 = -2506413.416130
  nChanged 1
		SP:Iteration 179Q (12110.750000 sec): 3 clusters
  Score: Raw -2511132.238104 + Penalty 4718.758043 = -2506413.480061
  nChanged 1
		SP:Iteration 180F (12111.020000 sec): 3 clusters
  Score: Raw -2511132.400772 + Penalty 4718.758043 = -2506413.642729
  nChanged 2
		SP:Iteration 181Q (12111.290000 sec): 3 clusters
  Score: Raw -2511132.910680 + Penalty 4718.758043 = -2506414.152637
  nChanged 3
		SP:Iteration 182Q (12111.560000 sec): 3 clusters
  Score: Raw -2511133.379131 + Penalty 4718.758043 = -2506414.621088
  nChanged 1
		SP:Iteration 183Q (12111.830000 sec): 3 clusters
  Score: Raw -2511133.648503 + Penalty 4718.758043 = -2506414.890460
  nChanged 1
		SP:Iteration 184Q (12112.100000 sec): 3 clusters
  Score: Raw -2511134.005025 + Penalty 4718.758043 = -2506415.246981
  nChanged 2
		SP:Iteration 185Q (12112.370000 sec): 3 clusters
  Score: Raw -2511134.702185 + Penalty 4718.758043 = -2506415.944142
  nChanged 3
		SP:Iteration 186Q (12112.710000 sec): 3 clusters
  Score: Raw -2511135.293140 + Penalty 4718.758043 = -2506416.535096
  nChanged 2
		SP:Iteration 187Q (12112.940000 sec): 3 clusters
  Score: Raw -2511135.712739 + Penalty 4718.758043 = -2506416.954696
  nChanged 0
		SP:Iteration 188F (12113.200000 sec): 3 clusters
  Score: Raw -2511135.712739 + Penalty 4718.758043 = -2506416.954696
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12114.440000 sec): 2 clusters
  Score: Raw -37629732.555239 + Penalty 3039.541141 = -37626693.014098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12116.160000 sec): 3 clusters
  Score: Raw -37491684.960652 + Penalty 6079.082281 = -37485605.878370
  nChanged 101212
		SP:Iteration 1F (12117.720000 sec): 3 clusters
  Score: Raw -37551828.503321 + Penalty 6079.082281 = -37545749.421039
  nChanged 6541
		SP:Iteration 2Q (12119.470000 sec): 3 clusters
  Score: Raw -37553580.974618 + Penalty 6079.082281 = -37547501.892337
  nChanged 7230
		SP:Iteration 3Q (12121.200000 sec): 3 clusters
  Score: Raw -37556017.091975 + Penalty 6079.082281 = -37549938.009694
  nChanged 8405
		SP:Iteration 4Q (12122.910000 sec): 3 clusters
  Score: Raw -37559608.107705 + Penalty 6079.082281 = -37553529.025423
  nChanged 9909
		SP:Iteration 5Q (12124.910000 sec): 3 clusters
  Score: Raw -37564812.250674 + Penalty 6079.082281 = -37558733.168393
  nChanged 11637
		SP:Iteration 6F (12126.520000 sec): 3 clusters
  Score: Raw -37572195.106589 + Penalty 6079.082281 = -37566116.024308
  nChanged 13004
		SP:Iteration 7F (12128.490000 sec): 3 clusters
  Score: Raw -37581676.249551 + Penalty 6079.082281 = -37575597.167269
  nChanged 13404
		SP:Iteration 8F (12130.270000 sec): 3 clusters
  Score: Raw -37592027.894206 + Penalty 6079.082281 = -37585948.811924
  nChanged 13214
		SP:Iteration 9F (12131.780000 sec): 3 clusters
  Score: Raw -37602419.757608 + Penalty 6079.082281 = -37596340.675326
  nChanged 11781
		SP:Iteration 10F (12133.440000 sec): 3 clusters
  Score: Raw -37611467.904272 + Penalty 6079.082281 = -37605388.821991
  nChanged 9749
		SP:Iteration 11Q (12135.040000 sec): 3 clusters
  Score: Raw -37618722.141913 + Penalty 6079.082281 = -37612643.059631
  nChanged 7183
		SP:Iteration 12Q (12136.480000 sec): 3 clusters
  Score: Raw -37623773.340334 + Penalty 6079.082281 = -37617694.258053
  nChanged 4616
		SP:Iteration 13Q (12138.030000 sec): 3 clusters
  Score: Raw -37626798.381864 + Penalty 6079.082281 = -37620719.299583
  nChanged 2891
		SP:Iteration 14Q (12139.560000 sec): 3 clusters
  Score: Raw -37628496.563465 + Penalty 6079.082281 = -37622417.481184
  nChanged 1676
		SP:Iteration 15Q (12141.080000 sec): 3 clusters
  Score: Raw -37629393.579450 + Penalty 6079.082281 = -37623314.497169
  nChanged 971
		SP:Iteration 16Q (12142.500000 sec): 3 clusters
  Score: Raw -37629875.871477 + Penalty 6079.082281 = -37623796.789196
  nChanged 627
		SP:Iteration 17Q (12144.060000 sec): 3 clusters
  Score: Raw -37630175.941441 + Penalty 6079.082281 = -37624096.859159
  nChanged 383
		SP:Iteration 18Q (12145.460000 sec): 3 clusters
  Score: Raw -37630349.543831 + Penalty 6079.082281 = -37624270.461550
  nChanged 261
		SP:Iteration 19Q (12147.110000 sec): 3 clusters
  Score: Raw -37630468.590632 + Penalty 6079.082281 = -37624389.508351
  nChanged 184
		SP:Iteration 20F (12148.880000 sec): 3 clusters
  Score: Raw -37630546.049046 + Penalty 6079.082281 = -37624466.966764
  nChanged 166
		SP:Iteration 21Q (12150.420000 sec): 3 clusters
  Score: Raw -37630624.827828 + Penalty 6079.082281 = -37624545.745547
  nChanged 147
		SP:Iteration 22Q (12151.810000 sec): 3 clusters
  Score: Raw -37630699.056002 + Penalty 6079.082281 = -37624619.973720
  nChanged 138
		SP:Iteration 23Q (12153.190000 sec): 3 clusters
  Score: Raw -37630775.321306 + Penalty 6079.082281 = -37624696.239025
  nChanged 127
		SP:Iteration 24Q (12154.590000 sec): 3 clusters
  Score: Raw -37630846.620963 + Penalty 6079.082281 = -37624767.538681
  nChanged 95
		SP:Iteration 25Q (12155.920000 sec): 3 clusters
  Score: Raw -37630894.917231 + Penalty 6079.082281 = -37624815.834950
  nChanged 75
		SP:Iteration 26Q (12157.420000 sec): 3 clusters
  Score: Raw -37630933.021017 + Penalty 6079.082281 = -37624853.938736
  nChanged 69
		SP:Iteration 27Q (12158.830000 sec): 3 clusters
  Score: Raw -37630965.598874 + Penalty 6079.082281 = -37624886.516592
  nChanged 60
		SP:Iteration 28Q (12160.440000 sec): 3 clusters
  Score: Raw -37631001.124555 + Penalty 6079.082281 = -37624922.042274
  nChanged 69
		SP:Iteration 29Q (12161.860000 sec): 3 clusters
  Score: Raw -37631038.780088 + Penalty 6079.082281 = -37624959.697807
  nChanged 57
		SP:Iteration 30Q (12163.280000 sec): 3 clusters
  Score: Raw -37631085.821636 + Penalty 6079.082281 = -37625006.739354
  nChanged 76
		SP:Iteration 31Q (12165.020000 sec): 3 clusters
  Score: Raw -37631147.080715 + Penalty 6079.082281 = -37625067.998434
  nChanged 82
		SP:Iteration 32Q (12166.710000 sec): 3 clusters
  Score: Raw -37631224.047172 + Penalty 6079.082281 = -37625144.964891
  nChanged 99
		SP:Iteration 33Q (12168.190000 sec): 3 clusters
  Score: Raw -37631337.151179 + Penalty 6079.082281 = -37625258.068898
  nChanged 125
		SP:Iteration 34Q (12169.600000 sec): 3 clusters
  Score: Raw -37631511.312355 + Penalty 6079.082281 = -37625432.230073
  nChanged 132
		SP:Iteration 35Q (12171.060000 sec): 3 clusters
  Score: Raw -37631696.030237 + Penalty 6079.082281 = -37625616.947956
  nChanged 136
		SP:Iteration 36Q (12172.470000 sec): 3 clusters
  Score: Raw -37631904.096022 + Penalty 6079.082281 = -37625825.013740
  nChanged 131
		SP:Iteration 37Q (12173.890000 sec): 3 clusters
  Score: Raw -37632063.698055 + Penalty 6079.082281 = -37625984.615774
  nChanged 98
		SP:Iteration 38Q (12175.310000 sec): 3 clusters
  Score: Raw -37632143.850079 + Penalty 6079.082281 = -37626064.767797
  nChanged 58
		SP:Iteration 39Q (12176.740000 sec): 3 clusters
  Score: Raw -37632175.941263 + Penalty 6079.082281 = -37626096.858981
  nChanged 40
		SP:Iteration 40F (12178.330000 sec): 3 clusters
  Score: Raw -37632229.000317 + Penalty 6079.082281 = -37626149.918036
  nChanged 61
		SP:Iteration 41Q (12179.710000 sec): 3 clusters
  Score: Raw -37632264.162869 + Penalty 6079.082281 = -37626185.080588
  nChanged 37
		SP:Iteration 42Q (12181.200000 sec): 3 clusters
  Score: Raw -37632282.389168 + Penalty 6079.082281 = -37626203.306886
  nChanged 27
		SP:Iteration 43Q (12182.800000 sec): 3 clusters
  Score: Raw -37632293.671610 + Penalty 6079.082281 = -37626214.589328
  nChanged 14
		SP:Iteration 44Q (12184.470000 sec): 3 clusters
  Score: Raw -37632298.582149 + Penalty 6079.082281 = -37626219.499867
  nChanged 6
		SP:Iteration 45Q (12186.200000 sec): 3 clusters
  Score: Raw -37632300.816804 + Penalty 6079.082281 = -37626221.734522
  nChanged 6
		SP:Iteration 46Q (12187.640000 sec): 3 clusters
  Score: Raw -37632302.811242 + Penalty 6079.082281 = -37626223.728960
  nChanged 4
		SP:Iteration 47Q (12188.930000 sec): 3 clusters
  Score: Raw -37632304.429018 + Penalty 6079.082281 = -37626225.346736
  nChanged 1
		SP:Iteration 48Q (12190.260000 sec): 3 clusters
  Score: Raw -37632304.735570 + Penalty 6079.082281 = -37626225.653288
  nChanged 1
		SP:Iteration 49Q (12191.660000 sec): 3 clusters
  Score: Raw -37632305.334218 + Penalty 6079.082281 = -37626226.251936
  nChanged 0
		SP:Iteration 50F (12193.320000 sec): 3 clusters
  Score: Raw -37632305.334218 + Penalty 6079.082281 = -37626226.251936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12193.690000 sec): 2 clusters
  Score: Raw -3605977.092601 + Penalty 2468.176683 = -3603508.915918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12193.980000 sec): 3 clusters
  Score: Raw -3593830.948151 + Penalty 4936.353366 = -3588894.594785
  nChanged 9212
		SP:Iteration 1F (12194.310000 sec): 3 clusters
  Score: Raw -3598857.590199 + Penalty 4936.353366 = -3593921.236833
  nChanged 1195
		SP:Iteration 2F (12194.680000 sec): 3 clusters
  Score: Raw -3599442.680536 + Penalty 4936.353366 = -3594506.327171
  nChanged 1178
		SP:Iteration 3F (12195.040000 sec): 3 clusters
  Score: Raw -3600159.879584 + Penalty 4936.353366 = -3595223.526218
  nChanged 1255
		SP:Iteration 4F (12195.420000 sec): 3 clusters
  Score: Raw -3601095.952108 + Penalty 4936.353366 = -3596159.598742
  nChanged 1340
		SP:Iteration 5F (12195.740000 sec): 3 clusters
  Score: Raw -3602162.218987 + Penalty 4936.353366 = -3597225.865621
  nChanged 1350
		SP:Iteration 6F (12196.130000 sec): 3 clusters
  Score: Raw -3603171.098496 + Penalty 4936.353366 = -3598234.745130
  nChanged 1204
		SP:Iteration 7F (12196.480000 sec): 3 clusters
  Score: Raw -3603955.889347 + Penalty 4936.353366 = -3599019.535981
  nChanged 1046
		SP:Iteration 8Q (12196.830000 sec): 3 clusters
  Score: Raw -3604566.222851 + Penalty 4936.353366 = -3599629.869485
  nChanged 856
		SP:Iteration 9Q (12197.160000 sec): 3 clusters
  Score: Raw -3605059.089455 + Penalty 4936.353366 = -3600122.736089
  nChanged 742
		SP:Iteration 10Q (12197.500000 sec): 3 clusters
  Score: Raw -3605461.810043 + Penalty 4936.353366 = -3600525.456677
  nChanged 606
		SP:Iteration 11Q (12197.780000 sec): 3 clusters
  Score: Raw -3605783.507611 + Penalty 4936.353366 = -3600847.154245
  nChanged 544
		SP:Iteration 12Q (12198.100000 sec): 3 clusters
  Score: Raw -3606048.069237 + Penalty 4936.353366 = -3601111.715871
  nChanged 478
		SP:Iteration 13Q (12198.390000 sec): 3 clusters
  Score: Raw -3606253.613785 + Penalty 4936.353366 = -3601317.260419
  nChanged 424
		SP:Iteration 14Q (12198.760000 sec): 3 clusters
  Score: Raw -3606412.241261 + Penalty 4936.353366 = -3601475.887895
  nChanged 368
		SP:Iteration 15Q (12199.110000 sec): 3 clusters
  Score: Raw -3606525.963286 + Penalty 4936.353366 = -3601589.609920
  nChanged 285
		SP:Iteration 16Q (12199.460000 sec): 3 clusters
  Score: Raw -3606603.333165 + Penalty 4936.353366 = -3601666.979800
  nChanged 252
		SP:Iteration 17Q (12199.820000 sec): 3 clusters
  Score: Raw -3606665.634477 + Penalty 4936.353366 = -3601729.281111
  nChanged 234
		SP:Iteration 18Q (12200.160000 sec): 3 clusters
  Score: Raw -3606720.915351 + Penalty 4936.353366 = -3601784.561985
  nChanged 222
		SP:Iteration 19Q (12200.520000 sec): 3 clusters
  Score: Raw -3606767.627401 + Penalty 4936.353366 = -3601831.274035
  nChanged 203
		SP:Iteration 20F (12200.860000 sec): 3 clusters
  Score: Raw -3606814.940246 + Penalty 4936.353366 = -3601878.586881
  nChanged 216
		SP:Iteration 21Q (12201.170000 sec): 3 clusters
  Score: Raw -3606863.605481 + Penalty 4936.353366 = -3601927.252115
  nChanged 197
		SP:Iteration 22Q (12201.450000 sec): 3 clusters
  Score: Raw -3606903.605883 + Penalty 4936.353366 = -3601967.252517
  nChanged 200
		SP:Iteration 23Q (12201.810000 sec): 3 clusters
  Score: Raw -3606943.151949 + Penalty 4936.353366 = -3602006.798583
  nChanged 183
		SP:Iteration 24Q (12202.150000 sec): 3 clusters
  Score: Raw -3606978.263621 + Penalty 4936.353366 = -3602041.910255
  nChanged 183
		SP:Iteration 25Q (12202.440000 sec): 3 clusters
  Score: Raw -3607013.960168 + Penalty 4936.353366 = -3602077.606802
  nChanged 193
		SP:Iteration 26Q (12202.840000 sec): 3 clusters
  Score: Raw -3607049.615461 + Penalty 4936.353366 = -3602113.262095
  nChanged 188
		SP:Iteration 27Q (12203.190000 sec): 3 clusters
  Score: Raw -3607080.779724 + Penalty 4936.353366 = -3602144.426358
  nChanged 185
		SP:Iteration 28Q (12203.500000 sec): 3 clusters
  Score: Raw -3607113.947070 + Penalty 4936.353366 = -3602177.593704
  nChanged 173
		SP:Iteration 29Q (12203.830000 sec): 3 clusters
  Score: Raw -3607143.755673 + Penalty 4936.353366 = -3602207.402307
  nChanged 177
		SP:Iteration 30Q (12204.110000 sec): 3 clusters
  Score: Raw -3607174.079813 + Penalty 4936.353366 = -3602237.726447
  nChanged 181
		SP:Iteration 31Q (12204.470000 sec): 3 clusters
  Score: Raw -3607206.132546 + Penalty 4936.353366 = -3602269.779180
  nChanged 194
		SP:Iteration 32Q (12204.770000 sec): 3 clusters
  Score: Raw -3607241.901529 + Penalty 4936.353366 = -3602305.548163
  nChanged 195
		SP:Iteration 33Q (12205.070000 sec): 3 clusters
  Score: Raw -3607278.593607 + Penalty 4936.353366 = -3602342.240241
  nChanged 193
		SP:Iteration 34Q (12205.430000 sec): 3 clusters
  Score: Raw -3607312.329459 + Penalty 4936.353366 = -3602375.976093
  nChanged 176
		SP:Iteration 35Q (12205.720000 sec): 3 clusters
  Score: Raw -3607341.972196 + Penalty 4936.353366 = -3602405.618830
  nChanged 180
		SP:Iteration 36Q (12206.000000 sec): 3 clusters
  Score: Raw -3607375.430566 + Penalty 4936.353366 = -3602439.077200
  nChanged 185
		SP:Iteration 37Q (12206.320000 sec): 3 clusters
  Score: Raw -3607412.070739 + Penalty 4936.353366 = -3602475.717373
  nChanged 183
		SP:Iteration 38Q (12206.640000 sec): 3 clusters
  Score: Raw -3607449.928363 + Penalty 4936.353366 = -3602513.574997
  nChanged 204
		SP:Iteration 39Q (12206.940000 sec): 3 clusters
  Score: Raw -3607487.883011 + Penalty 4936.353366 = -3602551.529645
  nChanged 193
		SP:Iteration 40F (12207.280000 sec): 3 clusters
  Score: Raw -3607523.807770 + Penalty 4936.353366 = -3602587.454404
  nChanged 203
		SP:Iteration 41Q (12207.620000 sec): 3 clusters
  Score: Raw -3607564.705800 + Penalty 4936.353366 = -3602628.352434
  nChanged 200
		SP:Iteration 42Q (12207.940000 sec): 3 clusters
  Score: Raw -3607602.835832 + Penalty 4936.353366 = -3602666.482466
  nChanged 186
		SP:Iteration 43Q (12208.220000 sec): 3 clusters
  Score: Raw -3607641.229845 + Penalty 4936.353366 = -3602704.876479
  nChanged 211
		SP:Iteration 44Q (12208.540000 sec): 3 clusters
  Score: Raw -3607685.198405 + Penalty 4936.353366 = -3602748.845039
  nChanged 221
		SP:Iteration 45Q (12208.870000 sec): 3 clusters
  Score: Raw -3607728.469114 + Penalty 4936.353366 = -3602792.115748
  nChanged 206
		SP:Iteration 46Q (12209.260000 sec): 3 clusters
  Score: Raw -3607769.311278 + Penalty 4936.353366 = -3602832.957912
  nChanged 212
		SP:Iteration 47Q (12209.550000 sec): 3 clusters
  Score: Raw -3607810.520321 + Penalty 4936.353366 = -3602874.166955
  nChanged 210
		SP:Iteration 48Q (12209.880000 sec): 3 clusters
  Score: Raw -3607853.552075 + Penalty 4936.353366 = -3602917.198709
  nChanged 212
		SP:Iteration 49Q (12210.160000 sec): 3 clusters
  Score: Raw -3607897.477132 + Penalty 4936.353366 = -3602961.123766
  nChanged 173
		SP:Iteration 50Q (12210.510000 sec): 3 clusters
  Score: Raw -3607929.548703 + Penalty 4936.353366 = -3602993.195337
  nChanged 174
		SP:Iteration 51Q (12210.870000 sec): 3 clusters
  Score: Raw -3607960.526307 + Penalty 4936.353366 = -3603024.172941
  nChanged 149
		SP:Iteration 52Q (12211.260000 sec): 3 clusters
  Score: Raw -3607986.906559 + Penalty 4936.353366 = -3603050.553193
  nChanged 150
		SP:Iteration 53Q (12211.560000 sec): 3 clusters
  Score: Raw -3608012.912560 + Penalty 4936.353366 = -3603076.559194
  nChanged 132
		SP:Iteration 54Q (12211.840000 sec): 3 clusters
  Score: Raw -3608034.314083 + Penalty 4936.353366 = -3603097.960717
  nChanged 132
		SP:Iteration 55Q (12212.160000 sec): 3 clusters
  Score: Raw -3608055.947812 + Penalty 4936.353366 = -3603119.594446
  nChanged 127
		SP:Iteration 56Q (12212.530000 sec): 3 clusters
  Score: Raw -3608076.576385 + Penalty 4936.353366 = -3603140.223019
  nChanged 93
		SP:Iteration 57Q (12212.940000 sec): 3 clusters
  Score: Raw -3608093.345598 + Penalty 4936.353366 = -3603156.992232
  nChanged 102
		SP:Iteration 58Q (12213.290000 sec): 3 clusters
  Score: Raw -3608109.779667 + Penalty 4936.353366 = -3603173.426301
  nChanged 97
		SP:Iteration 59Q (12213.580000 sec): 3 clusters
  Score: Raw -3608126.072893 + Penalty 4936.353366 = -3603189.719527
  nChanged 100
		SP:Iteration 60F (12213.890000 sec): 3 clusters
  Score: Raw -3608142.511150 + Penalty 4936.353366 = -3603206.157784
  nChanged 81
		SP:Iteration 61Q (12214.170000 sec): 3 clusters
  Score: Raw -3608154.584531 + Penalty 4936.353366 = -3603218.231165
  nChanged 70
		SP:Iteration 62Q (12214.510000 sec): 3 clusters
  Score: Raw -3608165.028491 + Penalty 4936.353366 = -3603228.675125
  nChanged 63
		SP:Iteration 63Q (12214.850000 sec): 3 clusters
  Score: Raw -3608175.218509 + Penalty 4936.353366 = -3603238.865143
  nChanged 68
		SP:Iteration 64Q (12215.180000 sec): 3 clusters
  Score: Raw -3608185.117944 + Penalty 4936.353366 = -3603248.764578
  nChanged 56
		SP:Iteration 65Q (12215.490000 sec): 3 clusters
  Score: Raw -3608192.323113 + Penalty 4936.353366 = -3603255.969747
  nChanged 47
		SP:Iteration 66Q (12215.840000 sec): 3 clusters
  Score: Raw -3608197.391028 + Penalty 4936.353366 = -3603261.037662
  nChanged 35
		SP:Iteration 67Q (12216.160000 sec): 3 clusters
  Score: Raw -3608201.474602 + Penalty 4936.353366 = -3603265.121236
  nChanged 41
		SP:Iteration 68Q (12216.500000 sec): 3 clusters
  Score: Raw -3608207.027484 + Penalty 4936.353366 = -3603270.674118
  nChanged 44
		SP:Iteration 69Q (12216.830000 sec): 3 clusters
  Score: Raw -3608211.515272 + Penalty 4936.353366 = -3603275.161906
  nChanged 33
		SP:Iteration 70Q (12217.150000 sec): 3 clusters
  Score: Raw -3608214.850720 + Penalty 4936.353366 = -3603278.497354
  nChanged 28
		SP:Iteration 71Q (12217.500000 sec): 3 clusters
  Score: Raw -3608218.089197 + Penalty 4936.353366 = -3603281.735831
  nChanged 33
		SP:Iteration 72Q (12217.810000 sec): 3 clusters
  Score: Raw -3608221.582191 + Penalty 4936.353366 = -3603285.228825
  nChanged 32
		SP:Iteration 73Q (12218.210000 sec): 3 clusters
  Score: Raw -3608225.316717 + Penalty 4936.353366 = -3603288.963351
  nChanged 32
		SP:Iteration 74Q (12218.550000 sec): 3 clusters
  Score: Raw -3608228.064228 + Penalty 4936.353366 = -3603291.710862
  nChanged 24
		SP:Iteration 75Q (12218.830000 sec): 3 clusters
  Score: Raw -3608230.239612 + Penalty 4936.353366 = -3603293.886246
  nChanged 17
		SP:Iteration 76Q (12219.190000 sec): 3 clusters
  Score: Raw -3608231.901905 + Penalty 4936.353366 = -3603295.548539
  nChanged 15
		SP:Iteration 77Q (12219.530000 sec): 3 clusters
  Score: Raw -3608233.353090 + Penalty 4936.353366 = -3603296.999724
  nChanged 20
		SP:Iteration 78Q (12219.820000 sec): 3 clusters
  Score: Raw -3608235.087019 + Penalty 4936.353366 = -3603298.733653
  nChanged 15
		SP:Iteration 79Q (12220.210000 sec): 3 clusters
  Score: Raw -3608236.324019 + Penalty 4936.353366 = -3603299.970653
  nChanged 13
		SP:Iteration 80F (12220.510000 sec): 3 clusters
  Score: Raw -3608237.487562 + Penalty 4936.353366 = -3603301.134196
  nChanged 14
		SP:Iteration 81Q (12220.830000 sec): 3 clusters
  Score: Raw -3608239.123473 + Penalty 4936.353366 = -3603302.770107
  nChanged 8
		SP:Iteration 82Q (12221.130000 sec): 3 clusters
  Score: Raw -3608239.907874 + Penalty 4936.353366 = -3603303.554508
  nChanged 9
		SP:Iteration 83Q (12221.470000 sec): 3 clusters
  Score: Raw -3608240.598221 + Penalty 4936.353366 = -3603304.244855
  nChanged 8
		SP:Iteration 84Q (12221.820000 sec): 3 clusters
  Score: Raw -3608241.135657 + Penalty 4936.353366 = -3603304.782291
  nChanged 4
		SP:Iteration 85Q (12222.150000 sec): 3 clusters
  Score: Raw -3608241.417236 + Penalty 4936.353366 = -3603305.063870
  nChanged 9
		SP:Iteration 86Q (12222.460000 sec): 3 clusters
  Score: Raw -3608242.053541 + Penalty 4936.353366 = -3603305.700175
  nChanged 6
		SP:Iteration 87Q (12222.830000 sec): 3 clusters
  Score: Raw -3608242.576609 + Penalty 4936.353366 = -3603306.223243
  nChanged 11
		SP:Iteration 88Q (12223.210000 sec): 3 clusters
  Score: Raw -3608243.374598 + Penalty 4936.353366 = -3603307.021232
  nChanged 7
		SP:Iteration 89Q (12223.480000 sec): 3 clusters
  Score: Raw -3608243.855708 + Penalty 4936.353366 = -3603307.502342
  nChanged 8
		SP:Iteration 90Q (12223.820000 sec): 3 clusters
  Score: Raw -3608244.279002 + Penalty 4936.353366 = -3603307.925636
  nChanged 7
		SP:Iteration 91Q (12224.120000 sec): 3 clusters
  Score: Raw -3608244.584653 + Penalty 4936.353366 = -3603308.231287
  nChanged 4
		SP:Iteration 92Q (12224.490000 sec): 3 clusters
  Score: Raw -3608244.929582 + Penalty 4936.353366 = -3603308.576216
  nChanged 8
		SP:Iteration 93Q (12224.810000 sec): 3 clusters
  Score: Raw -3608245.399640 + Penalty 4936.353366 = -3603309.046274
  nChanged 3
		SP:Iteration 94Q (12225.140000 sec): 3 clusters
  Score: Raw -3608245.521418 + Penalty 4936.353366 = -3603309.168052
  nChanged 0
		SP:Iteration 95F (12225.500000 sec): 3 clusters
  Score: Raw -3608245.521418 + Penalty 4936.353366 = -3603309.168052
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12226.250000 sec): 2 clusters
  Score: Raw -17112311.871726 + Penalty 2845.270172 = -17109466.601554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12227.190000 sec): 3 clusters
  Score: Raw -17050918.256489 + Penalty 5690.540345 = -17045227.716145
  nChanged 45293
		SP:Iteration 1F (12228.070000 sec): 3 clusters
  Score: Raw -17076609.848410 + Penalty 5690.540345 = -17070919.308066
  nChanged 3201
		SP:Iteration 2Q (12228.980000 sec): 3 clusters
  Score: Raw -17077383.866925 + Penalty 5690.540345 = -17071693.326580
  nChanged 3439
		SP:Iteration 3Q (12229.900000 sec): 3 clusters
  Score: Raw -17078335.697400 + Penalty 5690.540345 = -17072645.157055
  nChanged 3847
		SP:Iteration 4Q (12230.860000 sec): 3 clusters
  Score: Raw -17079674.095183 + Penalty 5690.540345 = -17073983.554839
  nChanged 4743
		SP:Iteration 5Q (12231.780000 sec): 3 clusters
  Score: Raw -17081795.310429 + Penalty 5690.540345 = -17076104.770084
  nChanged 5877
		SP:Iteration 6F (12232.580000 sec): 3 clusters
  Score: Raw -17085260.588939 + Penalty 5690.540345 = -17079570.048594
  nChanged 7089
		SP:Iteration 7F (12233.440000 sec): 3 clusters
  Score: Raw -17090425.413892 + Penalty 5690.540345 = -17084734.873547
  nChanged 7705
		SP:Iteration 8F (12234.270000 sec): 3 clusters
  Score: Raw -17097179.856562 + Penalty 5690.540345 = -17091489.316217
  nChanged 7195
		SP:Iteration 9F (12235.120000 sec): 3 clusters
  Score: Raw -17104191.958253 + Penalty 5690.540345 = -17098501.417909
  nChanged 4905
		SP:Iteration 10F (12236.060000 sec): 3 clusters
  Score: Raw -17109105.287338 + Penalty 5690.540345 = -17103414.746993
  nChanged 2366
		SP:Iteration 11Q (12236.880000 sec): 3 clusters
  Score: Raw -17111395.403875 + Penalty 5690.540345 = -17105704.863531
  nChanged 766
		SP:Iteration 12Q (12237.700000 sec): 3 clusters
  Score: Raw -17112160.498546 + Penalty 5690.540345 = -17106469.958201
  nChanged 201
		SP:Iteration 13Q (12238.430000 sec): 3 clusters
  Score: Raw -17112391.934118 + Penalty 5690.540345 = -17106701.393773
  nChanged 64
		SP:Iteration 14Q (12239.100000 sec): 3 clusters
  Score: Raw -17112469.806472 + Penalty 5690.540345 = -17106779.266128
  nChanged 27
		SP:Iteration 15Q (12239.820000 sec): 3 clusters
  Score: Raw -17112515.125826 + Penalty 5690.540345 = -17106824.585481
  nChanged 20
		SP:Iteration 16Q (12240.550000 sec): 3 clusters
  Score: Raw -17112549.342585 + Penalty 5690.540345 = -17106858.802240
  nChanged 10
		SP:Iteration 17Q (12241.260000 sec): 3 clusters
  Score: Raw -17112568.625948 + Penalty 5690.540345 = -17106878.085603
  nChanged 9
		SP:Iteration 18Q (12242.020000 sec): 3 clusters
  Score: Raw -17112587.205375 + Penalty 5690.540345 = -17106896.665030
  nChanged 9
		SP:Iteration 19Q (12242.730000 sec): 3 clusters
  Score: Raw -17112599.661830 + Penalty 5690.540345 = -17106909.121486
  nChanged 6
		SP:Iteration 20F (12243.510000 sec): 3 clusters
  Score: Raw -17112606.447601 + Penalty 5690.540345 = -17106915.907256
  nChanged 2
		SP:Iteration 21Q (12244.310000 sec): 3 clusters
  Score: Raw -17112608.197675 + Penalty 5690.540345 = -17106917.657330
  nChanged 3
		SP:Iteration 22Q (12245.030000 sec): 3 clusters
  Score: Raw -17112611.702183 + Penalty 5690.540345 = -17106921.161838
  nChanged 2
		SP:Iteration 23Q (12245.850000 sec): 3 clusters
  Score: Raw -17112613.917638 + Penalty 5690.540345 = -17106923.377294
  nChanged 0
		SP:Iteration 24F (12246.690000 sec): 3 clusters
  Score: Raw -17112613.917638 + Penalty 5690.540345 = -17106923.377294
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12246.860000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12247.050000 sec): 3 clusters
  Score: Raw -82538.971874 + Penalty 3110.410262 = -79428.561612
  nChanged 99
		SP:Iteration 1F (12247.230000 sec): 3 clusters
  Score: Raw -82747.570004 + Penalty 3110.410262 = -79637.159742
  nChanged 21
		SP:Iteration 2Q (12247.390000 sec): 3 clusters
  Score: Raw -82806.225316 + Penalty 3110.410262 = -79695.815054
  nChanged 10
		SP:Iteration 3Q (12247.600000 sec): 3 clusters
  Score: Raw -82824.278460 + Penalty 3110.410262 = -79713.868198
  nChanged 4
		SP:Iteration 4Q (12247.850000 sec): 3 clusters
  Score: Raw -82834.024555 + Penalty 3110.410262 = -79723.614292
  nChanged 2
		SP:Iteration 5Q (12248.050000 sec): 3 clusters
  Score: Raw -82841.475193 + Penalty 3110.410262 = -79731.064931
  nChanged 2
		SP:Iteration 6Q (12248.280000 sec): 3 clusters
  Score: Raw -82846.190763 + Penalty 3110.410262 = -79735.780501
  nChanged 3
		SP:Iteration 7Q (12248.490000 sec): 3 clusters
  Score: Raw -82851.473640 + Penalty 3110.410262 = -79741.063378
  nChanged 3
		SP:Iteration 8Q (12248.650000 sec): 3 clusters
  Score: Raw -82856.286754 + Penalty 3110.410262 = -79745.876491
  nChanged 0
		SP:Iteration 9F (12248.780000 sec): 3 clusters
  Score: Raw -82856.286754 + Penalty 3110.410262 = -79745.876491
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12248.850000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12248.990000 sec): 3 clusters
  Score: Raw -34393.615515 + Penalty 2645.028521 = -31748.586994
  nChanged 19
		SP:Iteration 1F (12249.140000 sec): 3 clusters
  Score: Raw -34455.239612 + Penalty 2645.028521 = -31810.211090
  nChanged 5
		SP:Iteration 2Q (12249.280000 sec): 3 clusters
  Score: Raw -34487.742827 + Penalty 2645.028521 = -31842.714305
  nChanged 3
		SP:Iteration 3Q (12249.420000 sec): 3 clusters
  Score: Raw -34494.537185 + Penalty 2645.028521 = -31849.508663
  nChanged 2
		SP:Iteration 4Q (12249.570000 sec): 3 clusters
  Score: Raw -34499.297842 + Penalty 2645.028521 = -31854.269321
  nChanged 1
		SP:Iteration 5Q (12249.710000 sec): 3 clusters
  Score: Raw -34501.590440 + Penalty 2645.028521 = -31856.561918
  nChanged 1
		SP:Iteration 6Q (12249.850000 sec): 3 clusters
  Score: Raw -34506.517519 + Penalty 2645.028521 = -31861.488998
  nChanged 0
		SP:Iteration 7F (12250.020000 sec): 3 clusters
  Score: Raw -34506.517519 + Penalty 2645.028521 = -31861.488998
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12250.100000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12250.240000 sec): 3 clusters
  Score: Raw -18229.208140 + Penalty 2331.438261 = -15897.769878
  nChanged 4
		SP:Iteration 1Q (12250.390000 sec): 3 clusters
  Score: Raw -18267.778568 + Penalty 2331.438261 = -15936.340306
  nChanged 0
		SP:Iteration 2F (12250.530000 sec): 3 clusters
  Score: Raw -18267.778568 + Penalty 2331.438261 = -15936.340306
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12250.590000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12250.740000 sec): 3 clusters
  Score: Raw -79083.313216 + Penalty 3061.163496 = -76022.149719
  nChanged 81
		SP:Iteration 1F (12250.890000 sec): 3 clusters
  Score: Raw -79272.894743 + Penalty 3061.163496 = -76211.731246
  nChanged 20
		SP:Iteration 2Q (12251.050000 sec): 3 clusters
  Score: Raw -79319.571823 + Penalty 3061.163496 = -76258.408326
  nChanged 8
		SP:Iteration 3Q (12251.210000 sec): 3 clusters
  Score: Raw -79333.841121 + Penalty 3061.163496 = -76272.677625
  nChanged 1
		SP:Iteration 4Q (12251.370000 sec): 3 clusters
  Score: Raw -79337.728519 + Penalty 3061.163496 = -76276.565023
  nChanged 1
		SP:Iteration 5Q (12251.530000 sec): 3 clusters
  Score: Raw -79342.664511 + Penalty 3061.163496 = -76281.501014
  nChanged 3
		SP:Iteration 6Q (12251.690000 sec): 3 clusters
  Score: Raw -79348.659306 + Penalty 3061.163496 = -76287.495809
  nChanged 2
		SP:Iteration 7Q (12251.850000 sec): 3 clusters
  Score: Raw -79353.078633 + Penalty 3061.163496 = -76291.915137
  nChanged 2
		SP:Iteration 8Q (12252.010000 sec): 3 clusters
  Score: Raw -79358.336924 + Penalty 3061.163496 = -76297.173428
  nChanged 2
		SP:Iteration 9Q (12252.170000 sec): 3 clusters
  Score: Raw -79361.724843 + Penalty 3061.163496 = -76300.561346
  nChanged 1
		SP:Iteration 10Q (12252.330000 sec): 3 clusters
  Score: Raw -79363.590140 + Penalty 3061.163496 = -76302.426644
  nChanged 1
		SP:Iteration 11Q (12252.490000 sec): 3 clusters
  Score: Raw -79365.686759 + Penalty 3061.163496 = -76304.523263
  nChanged 0
		SP:Iteration 12F (12252.650000 sec): 3 clusters
  Score: Raw -79365.686759 + Penalty 3061.163496 = -76304.523263
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12252.730000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12252.890000 sec): 3 clusters
  Score: Raw -128768.057076 + Penalty 3282.894536 = -125485.162540
  nChanged 166
		SP:Iteration 1F (12253.050000 sec): 3 clusters
  Score: Raw -128999.895505 + Penalty 3282.894536 = -125717.000969
  nChanged 48
		SP:Iteration 2F (12253.210000 sec): 3 clusters
  Score: Raw -129083.585680 + Penalty 3282.894536 = -125800.691144
  nChanged 18
		SP:Iteration 3Q (12253.370000 sec): 3 clusters
  Score: Raw -129112.184422 + Penalty 3282.894536 = -125829.289886
  nChanged 14
		SP:Iteration 4Q (12253.530000 sec): 3 clusters
  Score: Raw -129143.872864 + Penalty 3282.894536 = -125860.978328
  nChanged 16
		SP:Iteration 5Q (12253.690000 sec): 3 clusters
  Score: Raw -129176.217911 + Penalty 3282.894536 = -125893.323375
  nChanged 8
		SP:Iteration 6Q (12253.850000 sec): 3 clusters
  Score: Raw -129195.688405 + Penalty 3282.894536 = -125912.793870
  nChanged 6
		SP:Iteration 7Q (12254.000000 sec): 3 clusters
  Score: Raw -129216.781422 + Penalty 3282.894536 = -125933.886887
  nChanged 8
		SP:Iteration 8Q (12254.160000 sec): 3 clusters
  Score: Raw -129229.758771 + Penalty 3282.894536 = -125946.864235
  nChanged 7
		SP:Iteration 9Q (12254.320000 sec): 3 clusters
  Score: Raw -129244.699922 + Penalty 3282.894536 = -125961.805386
  nChanged 7
		SP:Iteration 10Q (12254.480000 sec): 3 clusters
  Score: Raw -129255.760902 + Penalty 3282.894536 = -125972.866366
  nChanged 2
		SP:Iteration 11Q (12254.640000 sec): 3 clusters
  Score: Raw -129257.231522 + Penalty 3282.894536 = -125974.336986
  nChanged 0
		SP:Iteration 12F (12254.800000 sec): 3 clusters
  Score: Raw -129257.231522 + Penalty 3282.894536 = -125974.336986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12254.880000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12255.040000 sec): 3 clusters
  Score: Raw -20183.887932 + Penalty 2622.980447 = -17560.907485
  nChanged 33
		SP:Iteration 1F (12255.200000 sec): 3 clusters
  Score: Raw -20348.482217 + Penalty 2622.980447 = -17725.501769
  nChanged 11
		SP:Iteration 2F (12255.380000 sec): 3 clusters
  Score: Raw -20407.787800 + Penalty 2622.980447 = -17784.807352
  nChanged 2
		SP:Iteration 3Q (12255.530000 sec): 3 clusters
  Score: Raw -20416.797037 + Penalty 2622.980447 = -17793.816590
  nChanged 2
		SP:Iteration 4Q (12255.700000 sec): 3 clusters
  Score: Raw -20426.058844 + Penalty 2622.980447 = -17803.078397
  nChanged 1
		SP:Iteration 5Q (12255.860000 sec): 3 clusters
  Score: Raw -20428.221297 + Penalty 2622.980447 = -17805.240850
  nChanged 1
		SP:Iteration 6Q (12256.020000 sec): 3 clusters
  Score: Raw -20430.434872 + Penalty 2622.980447 = -17807.454425
  nChanged 1
		SP:Iteration 7Q (12256.190000 sec): 3 clusters
  Score: Raw -20439.611174 + Penalty 2622.980447 = -17816.630727
  nChanged 1
		SP:Iteration 8Q (12256.330000 sec): 3 clusters
  Score: Raw -20448.195115 + Penalty 2622.980447 = -17825.214668
  nChanged 1
		SP:Iteration 9Q (12256.530000 sec): 3 clusters
  Score: Raw -20451.011871 + Penalty 2622.980447 = -17828.031424
  nChanged 0
		SP:Iteration 10F (12256.650000 sec): 3 clusters
  Score: Raw -20451.011871 + Penalty 2622.980447 = -17828.031424
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12256.710000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12256.890000 sec): 3 clusters
  Score: Raw -134606.047672 + Penalty 3290.125943 = -131315.921729
  nChanged 203
		SP:Iteration 1F (12257.160000 sec): 3 clusters
  Score: Raw -134864.997911 + Penalty 3290.125943 = -131574.871968
  nChanged 45
		SP:Iteration 2F (12257.290000 sec): 3 clusters
  Score: Raw -134940.612559 + Penalty 3290.125943 = -131650.486616
  nChanged 23
		SP:Iteration 3Q (12257.430000 sec): 3 clusters
  Score: Raw -134977.433723 + Penalty 3290.125943 = -131687.307780
  nChanged 12
		SP:Iteration 4Q (12257.590000 sec): 3 clusters
  Score: Raw -134996.053839 + Penalty 3290.125943 = -131705.927896
  nChanged 9
		SP:Iteration 5Q (12257.760000 sec): 3 clusters
  Score: Raw -135010.416602 + Penalty 3290.125943 = -131720.290659
  nChanged 5
		SP:Iteration 6Q (12257.930000 sec): 3 clusters
  Score: Raw -135016.979137 + Penalty 3290.125943 = -131726.853194
  nChanged 1
		SP:Iteration 7Q (12258.070000 sec): 3 clusters
  Score: Raw -135017.802766 + Penalty 3290.125943 = -131727.676823
  nChanged 0
		SP:Iteration 8F (12258.200000 sec): 3 clusters
  Score: Raw -135017.802766 + Penalty 3290.125943 = -131727.676823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12258.270000 sec): 2 clusters
  Score: Raw -271458.008838 + Penalty 1824.040476 = -269633.968361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12258.430000 sec): 3 clusters
  Score: Raw -270984.567227 + Penalty 3648.080953 = -267336.486274
  nChanged 464
		SP:Iteration 1F (12258.610000 sec): 3 clusters
  Score: Raw -271411.481667 + Penalty 3648.080953 = -267763.400714
  nChanged 104
		SP:Iteration 2F (12258.760000 sec): 3 clusters
  Score: Raw -271527.660412 + Penalty 3648.080953 = -267879.579459
  nChanged 52
		SP:Iteration 3Q (12258.910000 sec): 3 clusters
  Score: Raw -271601.439869 + Penalty 3648.080953 = -267953.358916
  nChanged 58
		SP:Iteration 4Q (12259.080000 sec): 3 clusters
  Score: Raw -271662.777618 + Penalty 3648.080953 = -268014.696665
  nChanged 35
		SP:Iteration 5Q (12259.230000 sec): 3 clusters
  Score: Raw -271699.429693 + Penalty 3648.080953 = -268051.348740
  nChanged 28
		SP:Iteration 6Q (12259.410000 sec): 3 clusters
  Score: Raw -271731.505920 + Penalty 3648.080953 = -268083.424968
  nChanged 31
		SP:Iteration 7Q (12259.590000 sec): 3 clusters
  Score: Raw -271764.261747 + Penalty 3648.080953 = -268116.180794
  nChanged 24
		SP:Iteration 8Q (12259.750000 sec): 3 clusters
  Score: Raw -271790.085249 + Penalty 3648.080953 = -268142.004297
  nChanged 17
		SP:Iteration 9Q (12259.910000 sec): 3 clusters
  Score: Raw -271807.403639 + Penalty 3648.080953 = -268159.322687
  nChanged 18
		SP:Iteration 10Q (12260.090000 sec): 3 clusters
  Score: Raw -271826.661785 + Penalty 3648.080953 = -268178.580833
  nChanged 22
		SP:Iteration 11Q (12260.310000 sec): 3 clusters
  Score: Raw -271859.718834 + Penalty 3648.080953 = -268211.637882
  nChanged 25
		SP:Iteration 12Q (12260.510000 sec): 3 clusters
  Score: Raw -271891.386415 + Penalty 3648.080953 = -268243.305463
  nChanged 22
		SP:Iteration 13Q (12260.670000 sec): 3 clusters
  Score: Raw -271914.341579 + Penalty 3648.080953 = -268266.260626
  nChanged 24
		SP:Iteration 14Q (12260.850000 sec): 3 clusters
  Score: Raw -271945.731899 + Penalty 3648.080953 = -268297.650946
  nChanged 28
		SP:Iteration 15Q (12261.000000 sec): 3 clusters
  Score: Raw -271976.763612 + Penalty 3648.080953 = -268328.682659
  nChanged 16
		SP:Iteration 16Q (12261.160000 sec): 3 clusters
  Score: Raw -271997.453843 + Penalty 3648.080953 = -268349.372890
  nChanged 16
		SP:Iteration 17Q (12261.240000 sec): 3 clusters
  Score: Raw -272013.769099 + Penalty 3648.080953 = -268365.688147
  nChanged 10
		SP:Iteration 18Q (12261.380000 sec): 3 clusters
  Score: Raw -272028.686199 + Penalty 3648.080953 = -268380.605247
  nChanged 16
		SP:Iteration 19Q (12261.520000 sec): 3 clusters
  Score: Raw -272049.309736 + Penalty 3648.080953 = -268401.228784
  nChanged 11
		SP:Iteration 20F (12261.760000 sec): 3 clusters
  Score: Raw -272069.223908 + Penalty 3648.080953 = -268421.142955
  nChanged 21
		SP:Iteration 21Q (12261.960000 sec): 3 clusters
  Score: Raw -272097.225444 + Penalty 3648.080953 = -268449.144491
  nChanged 22
		SP:Iteration 22Q (12262.140000 sec): 3 clusters
  Score: Raw -272131.708929 + Penalty 3648.080953 = -268483.627976
  nChanged 22
		SP:Iteration 23Q (12262.270000 sec): 3 clusters
  Score: Raw -272165.914983 + Penalty 3648.080953 = -268517.834030
  nChanged 19
		SP:Iteration 24Q (12262.400000 sec): 3 clusters
  Score: Raw -272183.424507 + Penalty 3648.080953 = -268535.343554
  nChanged 15
		SP:Iteration 25Q (12262.540000 sec): 3 clusters
  Score: Raw -272198.733732 + Penalty 3648.080953 = -268550.652779
  nChanged 12
		SP:Iteration 26Q (12262.710000 sec): 3 clusters
  Score: Raw -272214.772490 + Penalty 3648.080953 = -268566.691537
  nChanged 11
		SP:Iteration 27Q (12262.890000 sec): 3 clusters
  Score: Raw -272230.423721 + Penalty 3648.080953 = -268582.342768
  nChanged 12
		SP:Iteration 28Q (12263.080000 sec): 3 clusters
  Score: Raw -272241.927689 + Penalty 3648.080953 = -268593.846736
  nChanged 13
		SP:Iteration 29Q (12263.260000 sec): 3 clusters
  Score: Raw -272254.818906 + Penalty 3648.080953 = -268606.737953
  nChanged 9
		SP:Iteration 30Q (12263.410000 sec): 3 clusters
  Score: Raw -272260.643235 + Penalty 3648.080953 = -268612.562282
  nChanged 3
		SP:Iteration 31Q (12263.640000 sec): 3 clusters
  Score: Raw -272265.221906 + Penalty 3648.080953 = -268617.140953
  nChanged 7
		SP:Iteration 32Q (12263.820000 sec): 3 clusters
  Score: Raw -272271.497138 + Penalty 3648.080953 = -268623.416185
  nChanged 6
		SP:Iteration 33Q (12264.020000 sec): 3 clusters
  Score: Raw -272276.233385 + Penalty 3648.080953 = -268628.152432
  nChanged 4
		SP:Iteration 34Q (12264.220000 sec): 3 clusters
  Score: Raw -272279.527453 + Penalty 3648.080953 = -268631.446500
  nChanged 4
		SP:Iteration 35Q (12264.420000 sec): 3 clusters
  Score: Raw -272283.276199 + Penalty 3648.080953 = -268635.195246
  nChanged 1
		SP:Iteration 36Q (12264.580000 sec): 3 clusters
  Score: Raw -272283.886316 + Penalty 3648.080953 = -268635.805363
  nChanged 2
		SP:Iteration 37Q (12264.780000 sec): 3 clusters
  Score: Raw -272289.116323 + Penalty 3648.080953 = -268641.035370
  nChanged 4
		SP:Iteration 38Q (12264.950000 sec): 3 clusters
  Score: Raw -272292.621376 + Penalty 3648.080953 = -268644.540423
  nChanged 0
		SP:Iteration 39F (12265.120000 sec): 3 clusters
  Score: Raw -272292.621376 + Penalty 3648.080953 = -268644.540423
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12265.180000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12265.350000 sec): 3 clusters
  Score: Raw -60058.343960 + Penalty 2976.701779 = -57081.642180
  nChanged 50
		SP:Iteration 1F (12265.490000 sec): 3 clusters
  Score: Raw -60192.444566 + Penalty 2976.701779 = -57215.742787
  nChanged 19
		SP:Iteration 2Q (12265.650000 sec): 3 clusters
  Score: Raw -60312.392450 + Penalty 2976.701779 = -57335.690670
  nChanged 17
		SP:Iteration 3Q (12265.820000 sec): 3 clusters
  Score: Raw -60409.437154 + Penalty 2976.701779 = -57432.735375
  nChanged 20
		SP:Iteration 4Q (12266.010000 sec): 3 clusters
  Score: Raw -60479.273902 + Penalty 2976.701779 = -57502.572122
  nChanged 11
		SP:Iteration 5Q (12266.170000 sec): 3 clusters
  Score: Raw -60511.843772 + Penalty 2976.701779 = -57535.141992
  nChanged 6
		SP:Iteration 6Q (12266.360000 sec): 3 clusters
  Score: Raw -60526.569639 + Penalty 2976.701779 = -57549.867860
  nChanged 3
		SP:Iteration 7Q (12266.480000 sec): 3 clusters
  Score: Raw -60536.470556 + Penalty 2976.701779 = -57559.768776
  nChanged 4
		SP:Iteration 8Q (12266.640000 sec): 3 clusters
  Score: Raw -60547.640285 + Penalty 2976.701779 = -57570.938506
  nChanged 2
		SP:Iteration 9Q (12266.840000 sec): 3 clusters
  Score: Raw -60553.586197 + Penalty 2976.701779 = -57576.884418
  nChanged 2
		SP:Iteration 10Q (12266.970000 sec): 3 clusters
  Score: Raw -60562.758812 + Penalty 2976.701779 = -57586.057033
  nChanged 3
		SP:Iteration 11Q (12267.170000 sec): 3 clusters
  Score: Raw -60570.078336 + Penalty 2976.701779 = -57593.376556
  nChanged 3
		SP:Iteration 12Q (12267.290000 sec): 3 clusters
  Score: Raw -60578.624920 + Penalty 2976.701779 = -57601.923141
  nChanged 0
		SP:Iteration 13F (12267.480000 sec): 3 clusters
  Score: Raw -60578.624920 + Penalty 2976.701779 = -57601.923141
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12267.590000 sec): 2 clusters
  Score: Raw -187022.015707 + Penalty 1744.090817 = -185277.924890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12267.710000 sec): 3 clusters
  Score: Raw -186742.382928 + Penalty 3488.181633 = -183254.201294
  nChanged 299
		SP:Iteration 1F (12267.840000 sec): 3 clusters
  Score: Raw -187125.730181 + Penalty 3488.181633 = -183637.548548
  nChanged 86
		SP:Iteration 2F (12268.070000 sec): 3 clusters
  Score: Raw -187292.879934 + Penalty 3488.181633 = -183804.698301
  nChanged 65
		SP:Iteration 3F (12268.270000 sec): 3 clusters
  Score: Raw -187463.773004 + Penalty 3488.181633 = -183975.591371
  nChanged 58
		SP:Iteration 4F (12268.470000 sec): 3 clusters
  Score: Raw -187641.305490 + Penalty 3488.181633 = -184153.123857
  nChanged 51
		SP:Iteration 5Q (12268.600000 sec): 3 clusters
  Score: Raw -187738.175366 + Penalty 3488.181633 = -184249.993733
  nChanged 36
		SP:Iteration 6Q (12268.750000 sec): 3 clusters
  Score: Raw -187799.038846 + Penalty 3488.181633 = -184310.857213
  nChanged 17
		SP:Iteration 7Q (12268.930000 sec): 3 clusters
  Score: Raw -187824.258316 + Penalty 3488.181633 = -184336.076682
  nChanged 8
		SP:Iteration 8Q (12269.080000 sec): 3 clusters
  Score: Raw -187836.947200 + Penalty 3488.181633 = -184348.765567
  nChanged 4
		SP:Iteration 9Q (12269.200000 sec): 3 clusters
  Score: Raw -187841.117710 + Penalty 3488.181633 = -184352.936076
  nChanged 1
		SP:Iteration 10Q (12269.340000 sec): 3 clusters
  Score: Raw -187842.240426 + Penalty 3488.181633 = -184354.058792
  nChanged 0
		SP:Iteration 11F (12269.470000 sec): 3 clusters
  Score: Raw -187842.240426 + Penalty 3488.181633 = -184354.058792
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12270.230000 sec): 2 clusters
  Score: Raw -19110164.554691 + Penalty 2854.510141 = -19107310.044549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12271.170000 sec): 3 clusters
  Score: Raw -19046213.835866 + Penalty 5709.020283 = -19040504.815583
  nChanged 47313
		SP:Iteration 1F (12272.060000 sec): 3 clusters
  Score: Raw -19073092.017165 + Penalty 5709.020283 = -19067382.996882
  nChanged 3471
		SP:Iteration 2Q (12273.000000 sec): 3 clusters
  Score: Raw -19074089.850805 + Penalty 5709.020283 = -19068380.830522
  nChanged 4128
		SP:Iteration 3Q (12274.030000 sec): 3 clusters
  Score: Raw -19075633.043613 + Penalty 5709.020283 = -19069924.023330
  nChanged 5225
		SP:Iteration 4F (12274.930000 sec): 3 clusters
  Score: Raw -19078195.466499 + Penalty 5709.020283 = -19072486.446216
  nChanged 6869
		SP:Iteration 5F (12275.870000 sec): 3 clusters
  Score: Raw -19082441.200076 + Penalty 5709.020283 = -19076732.179794
  nChanged 7843
		SP:Iteration 6F (12276.820000 sec): 3 clusters
  Score: Raw -19087851.672228 + Penalty 5709.020283 = -19082142.651945
  nChanged 7566
		SP:Iteration 7F (12277.800000 sec): 3 clusters
  Score: Raw -19093265.556214 + Penalty 5709.020283 = -19087556.535932
  nChanged 6282
		SP:Iteration 8F (12278.810000 sec): 3 clusters
  Score: Raw -19097928.334487 + Penalty 5709.020283 = -19092219.314204
  nChanged 4950
		SP:Iteration 9Q (12279.900000 sec): 3 clusters
  Score: Raw -19101808.017910 + Penalty 5709.020283 = -19096098.997627
  nChanged 3686
		SP:Iteration 10Q (12280.950000 sec): 3 clusters
  Score: Raw -19104746.339109 + Penalty 5709.020283 = -19099037.318827
  nChanged 2690
		SP:Iteration 11Q (12281.890000 sec): 3 clusters
  Score: Raw -19106983.218686 + Penalty 5709.020283 = -19101274.198403
  nChanged 1883
		SP:Iteration 12Q (12282.810000 sec): 3 clusters
  Score: Raw -19108549.322584 + Penalty 5709.020283 = -19102840.302301
  nChanged 1138
		SP:Iteration 13Q (12283.650000 sec): 3 clusters
  Score: Raw -19109498.413703 + Penalty 5709.020283 = -19103789.393420
  nChanged 660
		SP:Iteration 14Q (12284.470000 sec): 3 clusters
  Score: Raw -19110090.749094 + Penalty 5709.020283 = -19104381.728811
  nChanged 352
		SP:Iteration 15Q (12285.260000 sec): 3 clusters
  Score: Raw -19110465.632846 + Penalty 5709.020283 = -19104756.612564
  nChanged 201
		SP:Iteration 16Q (12286.050000 sec): 3 clusters
  Score: Raw -19110739.017257 + Penalty 5709.020283 = -19105029.996974
  nChanged 123
		SP:Iteration 17Q (12286.850000 sec): 3 clusters
  Score: Raw -19110978.504298 + Penalty 5709.020283 = -19105269.484015
  nChanged 103
		SP:Iteration 18Q (12287.610000 sec): 3 clusters
  Score: Raw -19111107.179925 + Penalty 5709.020283 = -19105398.159643
  nChanged 76
		SP:Iteration 19Q (12288.350000 sec): 3 clusters
  Score: Raw -19111165.855159 + Penalty 5709.020283 = -19105456.834876
  nChanged 54
		SP:Iteration 20F (12289.190000 sec): 3 clusters
  Score: Raw -19111208.724060 + Penalty 5709.020283 = -19105499.703777
  nChanged 51
		SP:Iteration 21Q (12289.920000 sec): 3 clusters
  Score: Raw -19111246.176023 + Penalty 5709.020283 = -19105537.155740
  nChanged 33
		SP:Iteration 22Q (12290.690000 sec): 3 clusters
  Score: Raw -19111271.195701 + Penalty 5709.020283 = -19105562.175419
  nChanged 30
		SP:Iteration 23Q (12291.400000 sec): 3 clusters
  Score: Raw -19111294.092056 + Penalty 5709.020283 = -19105585.071773
  nChanged 23
		SP:Iteration 24Q (12292.150000 sec): 3 clusters
  Score: Raw -19111308.545701 + Penalty 5709.020283 = -19105599.525419
  nChanged 23
		SP:Iteration 25Q (12292.850000 sec): 3 clusters
  Score: Raw -19111320.053641 + Penalty 5709.020283 = -19105611.033358
  nChanged 17
		SP:Iteration 26Q (12293.590000 sec): 3 clusters
  Score: Raw -19111327.783451 + Penalty 5709.020283 = -19105618.763169
  nChanged 11
		SP:Iteration 27Q (12294.270000 sec): 3 clusters
  Score: Raw -19111332.482888 + Penalty 5709.020283 = -19105623.462606
  nChanged 6
		SP:Iteration 28Q (12294.980000 sec): 3 clusters
  Score: Raw -19111334.539657 + Penalty 5709.020283 = -19105625.519374
  nChanged 5
		SP:Iteration 29Q (12295.770000 sec): 3 clusters
  Score: Raw -19111336.734248 + Penalty 5709.020283 = -19105627.713966
  nChanged 4
		SP:Iteration 30Q (12296.510000 sec): 3 clusters
  Score: Raw -19111338.614179 + Penalty 5709.020283 = -19105629.593896
  nChanged 4
		SP:Iteration 31Q (12297.260000 sec): 3 clusters
  Score: Raw -19111339.679321 + Penalty 5709.020283 = -19105630.659038
  nChanged 1
		SP:Iteration 32Q (12298.000000 sec): 3 clusters
  Score: Raw -19111340.216759 + Penalty 5709.020283 = -19105631.196477
  nChanged 1
		SP:Iteration 33Q (12298.860000 sec): 3 clusters
  Score: Raw -19111340.592613 + Penalty 5709.020283 = -19105631.572330
  nChanged 0
		SP:Iteration 34F (12299.770000 sec): 3 clusters
  Score: Raw -19111340.592613 + Penalty 5709.020283 = -19105631.572330
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12299.820000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12299.980000 sec): 3 clusters
  Score: Raw -50642.247549 + Penalty 2829.076107 = -47813.171441
  nChanged 37
		SP:Iteration 1F (12300.140000 sec): 3 clusters
  Score: Raw -50770.882877 + Penalty 2829.076107 = -47941.806769
  nChanged 10
		SP:Iteration 2Q (12300.300000 sec): 3 clusters
  Score: Raw -50808.753083 + Penalty 2829.076107 = -47979.676975
  nChanged 2
		SP:Iteration 3Q (12300.460000 sec): 3 clusters
  Score: Raw -50816.749660 + Penalty 2829.076107 = -47987.673552
  nChanged 2
		SP:Iteration 4Q (12300.620000 sec): 3 clusters
  Score: Raw -50823.462422 + Penalty 2829.076107 = -47994.386315
  nChanged 2
		SP:Iteration 5Q (12300.780000 sec): 3 clusters
  Score: Raw -50833.819627 + Penalty 2829.076107 = -48004.743519
  nChanged 0
		SP:Iteration 6F (12300.940000 sec): 3 clusters
  Score: Raw -50833.819627 + Penalty 2829.076107 = -48004.743519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12301.020000 sec): 2 clusters
  Score: Raw -26479.746428 + Penalty 1278.016315 = -25201.730113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12301.190000 sec): 3 clusters
  Score: Raw -26758.559952 + Penalty 2556.032631 = -24202.527321
  nChanged 13
		SP:Iteration 1F (12301.340000 sec): 3 clusters
  Score: Raw -26829.932754 + Penalty 2556.032631 = -24273.900124
  nChanged 2
		SP:Iteration 2Q (12301.500000 sec): 3 clusters
  Score: Raw -26850.619337 + Penalty 2556.032631 = -24294.586706
  nChanged 0
		SP:Iteration 3F (12301.660000 sec): 3 clusters
  Score: Raw -26850.619337 + Penalty 2556.032631 = -24294.586706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12301.740000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12301.900000 sec): 3 clusters
  Score: Raw -83539.758585 + Penalty 3097.106783 = -80442.651802
  nChanged 83
		SP:Iteration 1F (12302.060000 sec): 3 clusters
  Score: Raw -83722.239706 + Penalty 3097.106783 = -80625.132923
  nChanged 19
		SP:Iteration 2Q (12302.220000 sec): 3 clusters
  Score: Raw -83778.989386 + Penalty 3097.106783 = -80681.882603
  nChanged 16
		SP:Iteration 3Q (12302.380000 sec): 3 clusters
  Score: Raw -83831.074466 + Penalty 3097.106783 = -80733.967684
  nChanged 5
		SP:Iteration 4Q (12302.540000 sec): 3 clusters
  Score: Raw -83838.764639 + Penalty 3097.106783 = -80741.657857
  nChanged 2
		SP:Iteration 5Q (12302.700000 sec): 3 clusters
  Score: Raw -83841.909761 + Penalty 3097.106783 = -80744.802978
  nChanged 2
		SP:Iteration 6Q (12302.860000 sec): 3 clusters
  Score: Raw -83845.956738 + Penalty 3097.106783 = -80748.849956
  nChanged 1
		SP:Iteration 7Q (12303.020000 sec): 3 clusters
  Score: Raw -83846.414023 + Penalty 3097.106783 = -80749.307240
  nChanged 1
		SP:Iteration 8Q (12303.180000 sec): 3 clusters
  Score: Raw -83848.191798 + Penalty 3097.106783 = -80751.085015
  nChanged 2
		SP:Iteration 9Q (12303.350000 sec): 3 clusters
  Score: Raw -83852.761530 + Penalty 3097.106783 = -80755.654747
  nChanged 2
		SP:Iteration 10Q (12303.510000 sec): 3 clusters
  Score: Raw -83856.299332 + Penalty 3097.106783 = -80759.192549
  nChanged 0
		SP:Iteration 11F (12303.680000 sec): 3 clusters
  Score: Raw -83856.299332 + Penalty 3097.106783 = -80759.192549
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12303.760000 sec): 2 clusters
  Score: Raw -87052.929940 + Penalty 1590.944046 = -85461.985894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12303.920000 sec): 3 clusters
  Score: Raw -87058.368499 + Penalty 3181.888092 = -83876.480407
  nChanged 139
		SP:Iteration 1F (12304.120000 sec): 3 clusters
  Score: Raw -87311.605082 + Penalty 3181.888092 = -84129.716990
  nChanged 40
		SP:Iteration 2F (12304.280000 sec): 3 clusters
  Score: Raw -87481.295446 + Penalty 3181.888092 = -84299.407355
  nChanged 38
		SP:Iteration 3F (12304.450000 sec): 3 clusters
  Score: Raw -87635.225681 + Penalty 3181.888092 = -84453.337589
  nChanged 33
		SP:Iteration 4F (12304.640000 sec): 3 clusters
  Score: Raw -87754.392203 + Penalty 3181.888092 = -84572.504112
  nChanged 21
		SP:Iteration 5Q (12304.770000 sec): 3 clusters
  Score: Raw -87808.273123 + Penalty 3181.888092 = -84626.385031
  nChanged 11
		SP:Iteration 6Q (12304.890000 sec): 3 clusters
  Score: Raw -87826.375739 + Penalty 3181.888092 = -84644.487647
  nChanged 5
		SP:Iteration 7Q (12305.050000 sec): 3 clusters
  Score: Raw -87854.920011 + Penalty 3181.888092 = -84673.031919
  nChanged 5
		SP:Iteration 8Q (12305.190000 sec): 3 clusters
  Score: Raw -87865.936985 + Penalty 3181.888092 = -84684.048893
  nChanged 2
		SP:Iteration 9Q (12305.280000 sec): 3 clusters
  Score: Raw -87867.645496 + Penalty 3181.888092 = -84685.757404
  nChanged 0
		SP:Iteration 10F (12305.440000 sec): 3 clusters
  Score: Raw -87867.645496 + Penalty 3181.888092 = -84685.757404
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12305.510000 sec): 2 clusters
  Score: Raw -44451.493123 + Penalty 1461.127765 = -42990.365359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12305.620000 sec): 3 clusters
  Score: Raw -44699.644307 + Penalty 2922.255529 = -41777.388778
  nChanged 80
		SP:Iteration 1F (12305.750000 sec): 3 clusters
  Score: Raw -44936.314837 + Penalty 2922.255529 = -42014.059308
  nChanged 17
		SP:Iteration 2Q (12305.940000 sec): 3 clusters
  Score: Raw -44988.632667 + Penalty 2922.255529 = -42066.377138
  nChanged 8
		SP:Iteration 3Q (12306.090000 sec): 3 clusters
  Score: Raw -45013.096812 + Penalty 2922.255529 = -42090.841283
  nChanged 2
		SP:Iteration 4Q (12306.290000 sec): 3 clusters
  Score: Raw -45015.418376 + Penalty 2922.255529 = -42093.162847
  nChanged 4
		SP:Iteration 5Q (12306.450000 sec): 3 clusters
  Score: Raw -45041.081692 + Penalty 2922.255529 = -42118.826163
  nChanged 4
		SP:Iteration 6Q (12306.620000 sec): 3 clusters
  Score: Raw -45045.589910 + Penalty 2922.255529 = -42123.334381
  nChanged 3
		SP:Iteration 7Q (12306.790000 sec): 3 clusters
  Score: Raw -45048.236503 + Penalty 2922.255529 = -42125.980974
  nChanged 7
		SP:Iteration 8Q (12307.040000 sec): 3 clusters
  Score: Raw -45069.041110 + Penalty 2922.255529 = -42146.785581
  nChanged 6
		SP:Iteration 9Q (12307.210000 sec): 3 clusters
  Score: Raw -45078.949716 + Penalty 2922.255529 = -42156.694187
  nChanged 10
		SP:Iteration 10Q (12307.420000 sec): 3 clusters
  Score: Raw -45093.401539 + Penalty 2922.255529 = -42171.146010
  nChanged 8
		SP:Iteration 11Q (12307.580000 sec): 3 clusters
  Score: Raw -45110.577090 + Penalty 2922.255529 = -42188.321560
  nChanged 7
		SP:Iteration 12Q (12307.800000 sec): 3 clusters
  Score: Raw -45136.007803 + Penalty 2922.255529 = -42213.752274
  nChanged 5
		SP:Iteration 13Q (12307.920000 sec): 3 clusters
  Score: Raw -45147.433643 + Penalty 2922.255529 = -42225.178113
  nChanged 2
		SP:Iteration 14Q (12308.060000 sec): 3 clusters
  Score: Raw -45153.151931 + Penalty 2922.255529 = -42230.896402
  nChanged 1
		SP:Iteration 15Q (12308.210000 sec): 3 clusters
  Score: Raw -45154.077732 + Penalty 2922.255529 = -42231.822203
  nChanged 0
		SP:Iteration 16F (12308.340000 sec): 3 clusters
  Score: Raw -45154.077732 + Penalty 2922.255529 = -42231.822203
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12308.520000 sec): 2 clusters
  Score: Raw -2763445.701026 + Penalty 2402.470656 = -2761043.230370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12308.820000 sec): 3 clusters
  Score: Raw -2754293.772217 + Penalty 4804.941313 = -2749488.830904
  nChanged 6956
		SP:Iteration 1F (12309.120000 sec): 3 clusters
  Score: Raw -2757889.667961 + Penalty 4804.941313 = -2753084.726649
  nChanged 883
		SP:Iteration 2F (12309.430000 sec): 3 clusters
  Score: Raw -2758281.030975 + Penalty 4804.941313 = -2753476.089662
  nChanged 761
		SP:Iteration 3Q (12309.750000 sec): 3 clusters
  Score: Raw -2758608.408209 + Penalty 4804.941313 = -2753803.466896
  nChanged 711
		SP:Iteration 4Q (12310.040000 sec): 3 clusters
  Score: Raw -2758908.271408 + Penalty 4804.941313 = -2754103.330095
  nChanged 669
		SP:Iteration 5Q (12310.390000 sec): 3 clusters
  Score: Raw -2759193.325651 + Penalty 4804.941313 = -2754388.384338
  nChanged 634
		SP:Iteration 6Q (12310.680000 sec): 3 clusters
  Score: Raw -2759468.507716 + Penalty 4804.941313 = -2754663.566404
  nChanged 606
		SP:Iteration 7Q (12311.030000 sec): 3 clusters
  Score: Raw -2759741.041104 + Penalty 4804.941313 = -2754936.099791
  nChanged 651
		SP:Iteration 8Q (12311.310000 sec): 3 clusters
  Score: Raw -2760036.548469 + Penalty 4804.941313 = -2755231.607157
  nChanged 643
		SP:Iteration 9Q (12311.570000 sec): 3 clusters
  Score: Raw -2760342.514290 + Penalty 4804.941313 = -2755537.572978
  nChanged 647
		SP:Iteration 10Q (12311.870000 sec): 3 clusters
  Score: Raw -2760699.686700 + Penalty 4804.941313 = -2755894.745387
  nChanged 695
		SP:Iteration 11Q (12312.220000 sec): 3 clusters
  Score: Raw -2761114.311967 + Penalty 4804.941313 = -2756309.370654
  nChanged 689
		SP:Iteration 12Q (12312.490000 sec): 3 clusters
  Score: Raw -2761540.712088 + Penalty 4804.941313 = -2756735.770775
  nChanged 698
		SP:Iteration 13Q (12312.770000 sec): 3 clusters
  Score: Raw -2762016.587256 + Penalty 4804.941313 = -2757211.645944
  nChanged 630
		SP:Iteration 14Q (12313.100000 sec): 3 clusters
  Score: Raw -2762470.550530 + Penalty 4804.941313 = -2757665.609218
  nChanged 550
		SP:Iteration 15Q (12313.380000 sec): 3 clusters
  Score: Raw -2762908.966450 + Penalty 4804.941313 = -2758104.025137
  nChanged 413
		SP:Iteration 16Q (12313.710000 sec): 3 clusters
  Score: Raw -2763235.528068 + Penalty 4804.941313 = -2758430.586755
  nChanged 321
		SP:Iteration 17Q (12313.980000 sec): 3 clusters
  Score: Raw -2763500.936592 + Penalty 4804.941313 = -2758695.995279
  nChanged 193
		SP:Iteration 18Q (12314.260000 sec): 3 clusters
  Score: Raw -2763653.134040 + Penalty 4804.941313 = -2758848.192727
  nChanged 166
		SP:Iteration 19Q (12314.550000 sec): 3 clusters
  Score: Raw -2763786.407507 + Penalty 4804.941313 = -2758981.466194
  nChanged 98
		SP:Iteration 20F (12314.830000 sec): 3 clusters
  Score: Raw -2763872.953178 + Penalty 4804.941313 = -2759068.011866
  nChanged 74
		SP:Iteration 21Q (12315.110000 sec): 3 clusters
  Score: Raw -2763945.012264 + Penalty 4804.941313 = -2759140.070951
  nChanged 64
		SP:Iteration 22Q (12315.460000 sec): 3 clusters
  Score: Raw -2764008.321668 + Penalty 4804.941313 = -2759203.380355
  nChanged 43
		SP:Iteration 23Q (12315.790000 sec): 3 clusters
  Score: Raw -2764046.934821 + Penalty 4804.941313 = -2759241.993509
  nChanged 28
		SP:Iteration 24Q (12316.110000 sec): 3 clusters
  Score: Raw -2764077.822268 + Penalty 4804.941313 = -2759272.880955
  nChanged 25
		SP:Iteration 25Q (12316.330000 sec): 3 clusters
  Score: Raw -2764100.490514 + Penalty 4804.941313 = -2759295.549202
  nChanged 15
		SP:Iteration 26Q (12316.600000 sec): 3 clusters
  Score: Raw -2764113.843223 + Penalty 4804.941313 = -2759308.901911
  nChanged 12
		SP:Iteration 27Q (12316.890000 sec): 3 clusters
  Score: Raw -2764124.289576 + Penalty 4804.941313 = -2759319.348264
  nChanged 6
		SP:Iteration 28Q (12317.160000 sec): 3 clusters
  Score: Raw -2764131.640626 + Penalty 4804.941313 = -2759326.699313
  nChanged 6
		SP:Iteration 29Q (12317.460000 sec): 3 clusters
  Score: Raw -2764138.728075 + Penalty 4804.941313 = -2759333.786762
  nChanged 9
		SP:Iteration 30Q (12317.740000 sec): 3 clusters
  Score: Raw -2764148.141066 + Penalty 4804.941313 = -2759343.199754
  nChanged 9
		SP:Iteration 31Q (12318.000000 sec): 3 clusters
  Score: Raw -2764161.612412 + Penalty 4804.941313 = -2759356.671100
  nChanged 16
		SP:Iteration 32Q (12318.350000 sec): 3 clusters
  Score: Raw -2764181.551528 + Penalty 4804.941313 = -2759376.610215
  nChanged 14
		SP:Iteration 33Q (12318.580000 sec): 3 clusters
  Score: Raw -2764196.064808 + Penalty 4804.941313 = -2759391.123496
  nChanged 12
		SP:Iteration 34Q (12318.880000 sec): 3 clusters
  Score: Raw -2764206.542152 + Penalty 4804.941313 = -2759401.600840
  nChanged 8
		SP:Iteration 35Q (12319.120000 sec): 3 clusters
  Score: Raw -2764215.391154 + Penalty 4804.941313 = -2759410.449842
  nChanged 4
		SP:Iteration 36Q (12319.410000 sec): 3 clusters
  Score: Raw -2764218.155348 + Penalty 4804.941313 = -2759413.214036
  nChanged 2
		SP:Iteration 37Q (12319.690000 sec): 3 clusters
  Score: Raw -2764220.987158 + Penalty 4804.941313 = -2759416.045845
  nChanged 2
		SP:Iteration 38Q (12320.040000 sec): 3 clusters
  Score: Raw -2764222.994658 + Penalty 4804.941313 = -2759418.053346
  nChanged 2
		SP:Iteration 39Q (12320.320000 sec): 3 clusters
  Score: Raw -2764224.326953 + Penalty 4804.941313 = -2759419.385641
  nChanged 3
		SP:Iteration 40F (12320.620000 sec): 3 clusters
  Score: Raw -2764227.318182 + Penalty 4804.941313 = -2759422.376870
  nChanged 3
		SP:Iteration 41Q (12320.920000 sec): 3 clusters
  Score: Raw -2764229.710918 + Penalty 4804.941313 = -2759424.769605
  nChanged 2
		SP:Iteration 42Q (12321.160000 sec): 3 clusters
  Score: Raw -2764230.995107 + Penalty 4804.941313 = -2759426.053795
  nChanged 1
		SP:Iteration 43Q (12321.460000 sec): 3 clusters
  Score: Raw -2764231.701637 + Penalty 4804.941313 = -2759426.760324
  nChanged 1
		SP:Iteration 44Q (12321.790000 sec): 3 clusters
  Score: Raw -2764232.106627 + Penalty 4804.941313 = -2759427.165314
  nChanged 0
		SP:Iteration 45F (12322.130000 sec): 3 clusters
  Score: Raw -2764232.106627 + Penalty 4804.941313 = -2759427.165314
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12322.200000 sec): 2 clusters
  Score: Raw -18726.591478 + Penalty 1344.292680 = -17382.298798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12322.420000 sec): 3 clusters
  Score: Raw -19001.962030 + Penalty 2688.585360 = -16313.376670
  nChanged 30
		SP:Iteration 1F (12322.550000 sec): 3 clusters
  Score: Raw -19141.785206 + Penalty 2688.585360 = -16453.199846
  nChanged 7
		SP:Iteration 2Q (12322.720000 sec): 3 clusters
  Score: Raw -19169.140327 + Penalty 2688.585360 = -16480.554968
  nChanged 3
		SP:Iteration 3Q (12322.820000 sec): 3 clusters
  Score: Raw -19185.603023 + Penalty 2688.585360 = -16497.017663
  nChanged 3
		SP:Iteration 4Q (12322.960000 sec): 3 clusters
  Score: Raw -19200.875051 + Penalty 2688.585360 = -16512.289691
  nChanged 3
		SP:Iteration 5Q (12323.100000 sec): 3 clusters
  Score: Raw -19211.692026 + Penalty 2688.585360 = -16523.106667
  nChanged 4
		SP:Iteration 6Q (12323.300000 sec): 3 clusters
  Score: Raw -19233.762868 + Penalty 2688.585360 = -16545.177509
  nChanged 3
		SP:Iteration 7Q (12323.440000 sec): 3 clusters
  Score: Raw -19251.177741 + Penalty 2688.585360 = -16562.592381
  nChanged 2
		SP:Iteration 8Q (12323.580000 sec): 3 clusters
  Score: Raw -19268.176278 + Penalty 2688.585360 = -16579.590919
  nChanged 1
		SP:Iteration 9Q (12323.800000 sec): 3 clusters
  Score: Raw -19274.972664 + Penalty 2688.585360 = -16586.387304
  nChanged 0
		SP:Iteration 10F (12323.970000 sec): 3 clusters
  Score: Raw -19274.972664 + Penalty 2688.585360 = -16586.387304
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12324.040000 sec): 2 clusters
  Score: Raw -19024.459923 + Penalty 1252.364290 = -17772.095633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12324.160000 sec): 3 clusters
  Score: Raw -19373.164182 + Penalty 2504.728580 = -16868.435602
  nChanged 20
		SP:Iteration 1F (12324.340000 sec): 3 clusters
  Score: Raw -19563.298843 + Penalty 2504.728580 = -17058.570263
  nChanged 5
		SP:Iteration 2Q (12324.480000 sec): 3 clusters
  Score: Raw -19614.982584 + Penalty 2504.728580 = -17110.254004
  nChanged 3
		SP:Iteration 3Q (12324.660000 sec): 3 clusters
  Score: Raw -19684.618441 + Penalty 2504.728580 = -17179.889862
  nChanged 1
		SP:Iteration 4Q (12324.840000 sec): 3 clusters
  Score: Raw -19688.147185 + Penalty 2504.728580 = -17183.418606
  nChanged 1
		SP:Iteration 5Q (12324.980000 sec): 3 clusters
  Score: Raw -19698.480088 + Penalty 2504.728580 = -17193.751508
  nChanged 0
		SP:Iteration 6F (12325.090000 sec): 3 clusters
  Score: Raw -19698.480088 + Penalty 2504.728580 = -17193.751508
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12325.160000 sec): 2 clusters
  Score: Raw -47137.011167 + Penalty 1460.441734 = -45676.569433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12325.300000 sec): 3 clusters
  Score: Raw -47575.343714 + Penalty 2920.883467 = -44654.460247
  nChanged 93
		SP:Iteration 1F (12325.470000 sec): 3 clusters
  Score: Raw -47875.234025 + Penalty 2920.883467 = -44954.350558
  nChanged 26
		SP:Iteration 2F (12325.590000 sec): 3 clusters
  Score: Raw -47950.757331 + Penalty 2920.883467 = -45029.873863
  nChanged 25
		SP:Iteration 3F (12325.760000 sec): 3 clusters
  Score: Raw -48052.819074 + Penalty 2920.883467 = -45131.935607
  nChanged 25
		SP:Iteration 4F (12325.940000 sec): 3 clusters
  Score: Raw -48165.421049 + Penalty 2920.883467 = -45244.537582
  nChanged 14
		SP:Iteration 5Q (12326.060000 sec): 3 clusters
  Score: Raw -48223.879395 + Penalty 2920.883467 = -45302.995928
  nChanged 6
		SP:Iteration 6Q (12326.230000 sec): 3 clusters
  Score: Raw -48244.603207 + Penalty 2920.883467 = -45323.719740
  nChanged 5
		SP:Iteration 7Q (12326.450000 sec): 3 clusters
  Score: Raw -48275.107692 + Penalty 2920.883467 = -45354.224225
  nChanged 3
		SP:Iteration 8Q (12326.650000 sec): 3 clusters
  Score: Raw -48304.268186 + Penalty 2920.883467 = -45383.384718
  nChanged 0
		SP:Iteration 9F (12326.840000 sec): 3 clusters
  Score: Raw -48304.268186 + Penalty 2920.883467 = -45383.384718
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12326.900000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12327.100000 sec): 3 clusters
  Score: Raw -72006.794705 + Penalty 2992.410766 = -69014.383939
  nChanged 60
		SP:Iteration 1F (12327.230000 sec): 3 clusters
  Score: Raw -72136.363365 + Penalty 2992.410766 = -69143.952599
  nChanged 12
		SP:Iteration 2Q (12327.420000 sec): 3 clusters
  Score: Raw -72175.372099 + Penalty 2992.410766 = -69182.961333
  nChanged 6
		SP:Iteration 3Q (12327.630000 sec): 3 clusters
  Score: Raw -72188.541487 + Penalty 2992.410766 = -69196.130721
  nChanged 5
		SP:Iteration 4Q (12327.760000 sec): 3 clusters
  Score: Raw -72209.769342 + Penalty 2992.410766 = -69217.358576
  nChanged 6
		SP:Iteration 5Q (12327.920000 sec): 3 clusters
  Score: Raw -72231.843015 + Penalty 2992.410766 = -69239.432249
  nChanged 2
		SP:Iteration 6Q (12328.050000 sec): 3 clusters
  Score: Raw -72239.920664 + Penalty 2992.410766 = -69247.509898
  nChanged 3
		SP:Iteration 7Q (12328.180000 sec): 3 clusters
  Score: Raw -72249.073349 + Penalty 2992.410766 = -69256.662583
  nChanged 1
		SP:Iteration 8Q (12328.320000 sec): 3 clusters
  Score: Raw -72249.931300 + Penalty 2992.410766 = -69257.520534
  nChanged 0
		SP:Iteration 9F (12328.500000 sec): 3 clusters
  Score: Raw -72249.931300 + Penalty 2992.410766 = -69257.520534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12328.770000 sec): 2 clusters
  Score: Raw -3701840.532432 + Penalty 2469.695379 = -3699370.837052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12329.100000 sec): 3 clusters
  Score: Raw -3689701.342194 + Penalty 4939.390759 = -3684761.951436
  nChanged 9269
		SP:Iteration 1F (12329.380000 sec): 3 clusters
  Score: Raw -3694788.684583 + Penalty 4939.390759 = -3689849.293824
  nChanged 1164
		SP:Iteration 2F (12329.760000 sec): 3 clusters
  Score: Raw -3695359.761248 + Penalty 4939.390759 = -3690420.370490
  nChanged 1051
		SP:Iteration 3Q (12330.080000 sec): 3 clusters
  Score: Raw -3695906.271801 + Penalty 4939.390759 = -3690966.881042
  nChanged 1004
		SP:Iteration 4Q (12330.460000 sec): 3 clusters
  Score: Raw -3696448.815696 + Penalty 4939.390759 = -3691509.424937
  nChanged 987
		SP:Iteration 5Q (12330.770000 sec): 3 clusters
  Score: Raw -3696926.702267 + Penalty 4939.390759 = -3691987.311508
  nChanged 935
		SP:Iteration 6Q (12331.180000 sec): 3 clusters
  Score: Raw -3697356.498939 + Penalty 4939.390759 = -3692417.108180
  nChanged 891
		SP:Iteration 7Q (12331.540000 sec): 3 clusters
  Score: Raw -3697734.365773 + Penalty 4939.390759 = -3692794.975014
  nChanged 806
		SP:Iteration 8Q (12331.920000 sec): 3 clusters
  Score: Raw -3698060.494788 + Penalty 4939.390759 = -3693121.104029
  nChanged 710
		SP:Iteration 9Q (12332.270000 sec): 3 clusters
  Score: Raw -3698334.576538 + Penalty 4939.390759 = -3693395.185779
  nChanged 632
		SP:Iteration 10Q (12332.650000 sec): 3 clusters
  Score: Raw -3698536.327032 + Penalty 4939.390759 = -3693596.936273
  nChanged 541
		SP:Iteration 11Q (12332.970000 sec): 3 clusters
  Score: Raw -3698695.395456 + Penalty 4939.390759 = -3693756.004697
  nChanged 460
		SP:Iteration 12Q (12333.320000 sec): 3 clusters
  Score: Raw -3698819.962199 + Penalty 4939.390759 = -3693880.571441
  nChanged 410
		SP:Iteration 13Q (12333.690000 sec): 3 clusters
  Score: Raw -3698931.689426 + Penalty 4939.390759 = -3693992.298667
  nChanged 358
		SP:Iteration 14Q (12334.050000 sec): 3 clusters
  Score: Raw -3699024.775768 + Penalty 4939.390759 = -3694085.385009
  nChanged 321
		SP:Iteration 15Q (12334.400000 sec): 3 clusters
  Score: Raw -3699106.853375 + Penalty 4939.390759 = -3694167.462616
  nChanged 343
		SP:Iteration 16Q (12334.730000 sec): 3 clusters
  Score: Raw -3699195.035055 + Penalty 4939.390759 = -3694255.644296
  nChanged 312
		SP:Iteration 17Q (12335.080000 sec): 3 clusters
  Score: Raw -3699278.767681 + Penalty 4939.390759 = -3694339.376922
  nChanged 311
		SP:Iteration 18Q (12335.410000 sec): 3 clusters
  Score: Raw -3699361.286314 + Penalty 4939.390759 = -3694421.895555
  nChanged 319
		SP:Iteration 19Q (12335.790000 sec): 3 clusters
  Score: Raw -3699455.696721 + Penalty 4939.390759 = -3694516.305962
  nChanged 320
		SP:Iteration 20F (12336.070000 sec): 3 clusters
  Score: Raw -3699542.195787 + Penalty 4939.390759 = -3694602.805028
  nChanged 345
		SP:Iteration 21Q (12336.470000 sec): 3 clusters
  Score: Raw -3699641.725629 + Penalty 4939.390759 = -3694702.334870
  nChanged 366
		SP:Iteration 22Q (12336.740000 sec): 3 clusters
  Score: Raw -3699748.871256 + Penalty 4939.390759 = -3694809.480497
  nChanged 377
		SP:Iteration 23Q (12337.110000 sec): 3 clusters
  Score: Raw -3699871.611652 + Penalty 4939.390759 = -3694932.220893
  nChanged 425
		SP:Iteration 24Q (12337.450000 sec): 3 clusters
  Score: Raw -3700013.609773 + Penalty 4939.390759 = -3695074.219015
  nChanged 451
		SP:Iteration 25Q (12337.760000 sec): 3 clusters
  Score: Raw -3700179.183367 + Penalty 4939.390759 = -3695239.792608
  nChanged 464
		SP:Iteration 26Q (12338.110000 sec): 3 clusters
  Score: Raw -3700364.024882 + Penalty 4939.390759 = -3695424.634123
  nChanged 478
		SP:Iteration 27Q (12338.470000 sec): 3 clusters
  Score: Raw -3700554.763079 + Penalty 4939.390759 = -3695615.372320
  nChanged 412
		SP:Iteration 28Q (12338.830000 sec): 3 clusters
  Score: Raw -3700717.219078 + Penalty 4939.390759 = -3695777.828319
  nChanged 393
		SP:Iteration 29Q (12339.170000 sec): 3 clusters
  Score: Raw -3700881.500163 + Penalty 4939.390759 = -3695942.109404
  nChanged 362
		SP:Iteration 30Q (12339.510000 sec): 3 clusters
  Score: Raw -3701046.416671 + Penalty 4939.390759 = -3696107.025912
  nChanged 336
		SP:Iteration 31Q (12339.810000 sec): 3 clusters
  Score: Raw -3701205.640236 + Penalty 4939.390759 = -3696266.249477
  nChanged 326
		SP:Iteration 32Q (12340.150000 sec): 3 clusters
  Score: Raw -3701361.508850 + Penalty 4939.390759 = -3696422.118091
  nChanged 294
		SP:Iteration 33Q (12340.440000 sec): 3 clusters
  Score: Raw -3701497.045439 + Penalty 4939.390759 = -3696557.654680
  nChanged 253
		SP:Iteration 34Q (12340.790000 sec): 3 clusters
  Score: Raw -3701615.519898 + Penalty 4939.390759 = -3696676.129139
  nChanged 202
		SP:Iteration 35Q (12341.100000 sec): 3 clusters
  Score: Raw -3701702.193096 + Penalty 4939.390759 = -3696762.802337
  nChanged 156
		SP:Iteration 36Q (12341.400000 sec): 3 clusters
  Score: Raw -3701773.073726 + Penalty 4939.390759 = -3696833.682968
  nChanged 129
		SP:Iteration 37Q (12341.760000 sec): 3 clusters
  Score: Raw -3701839.830414 + Penalty 4939.390759 = -3696900.439655
  nChanged 122
		SP:Iteration 38Q (12342.040000 sec): 3 clusters
  Score: Raw -3701896.817440 + Penalty 4939.390759 = -3696957.426681
  nChanged 105
		SP:Iteration 39Q (12342.310000 sec): 3 clusters
  Score: Raw -3701944.744787 + Penalty 4939.390759 = -3697005.354028
  nChanged 94
		SP:Iteration 40F (12342.650000 sec): 3 clusters
  Score: Raw -3701986.530325 + Penalty 4939.390759 = -3697047.139567
  nChanged 70
		SP:Iteration 41Q (12342.880000 sec): 3 clusters
  Score: Raw -3702022.085968 + Penalty 4939.390759 = -3697082.695209
  nChanged 56
		SP:Iteration 42Q (12343.200000 sec): 3 clusters
  Score: Raw -3702048.085926 + Penalty 4939.390759 = -3697108.695167
  nChanged 43
		SP:Iteration 43Q (12343.570000 sec): 3 clusters
  Score: Raw -3702068.302379 + Penalty 4939.390759 = -3697128.911620
  nChanged 42
		SP:Iteration 44Q (12343.850000 sec): 3 clusters
  Score: Raw -3702091.373272 + Penalty 4939.390759 = -3697151.982513
  nChanged 33
		SP:Iteration 45Q (12344.230000 sec): 3 clusters
  Score: Raw -3702107.024353 + Penalty 4939.390759 = -3697167.633594
  nChanged 36
		SP:Iteration 46Q (12344.500000 sec): 3 clusters
  Score: Raw -3702121.584493 + Penalty 4939.390759 = -3697182.193734
  nChanged 24
		SP:Iteration 47Q (12344.830000 sec): 3 clusters
  Score: Raw -3702131.372734 + Penalty 4939.390759 = -3697191.981975
  nChanged 17
		SP:Iteration 48Q (12345.170000 sec): 3 clusters
  Score: Raw -3702139.073497 + Penalty 4939.390759 = -3697199.682738
  nChanged 15
		SP:Iteration 49Q (12345.530000 sec): 3 clusters
  Score: Raw -3702145.058560 + Penalty 4939.390759 = -3697205.667802
  nChanged 14
		SP:Iteration 50Q (12345.810000 sec): 3 clusters
  Score: Raw -3702151.955159 + Penalty 4939.390759 = -3697212.564400
  nChanged 13
		SP:Iteration 51Q (12346.170000 sec): 3 clusters
  Score: Raw -3702157.959795 + Penalty 4939.390759 = -3697218.569036
  nChanged 13
		SP:Iteration 52Q (12346.550000 sec): 3 clusters
  Score: Raw -3702164.018364 + Penalty 4939.390759 = -3697224.627605
  nChanged 13
		SP:Iteration 53Q (12346.890000 sec): 3 clusters
  Score: Raw -3702170.681769 + Penalty 4939.390759 = -3697231.291010
  nChanged 10
		SP:Iteration 54Q (12347.210000 sec): 3 clusters
  Score: Raw -3702175.595232 + Penalty 4939.390759 = -3697236.204473
  nChanged 10
		SP:Iteration 55Q (12347.530000 sec): 3 clusters
  Score: Raw -3702179.669397 + Penalty 4939.390759 = -3697240.278638
  nChanged 8
		SP:Iteration 56Q (12347.870000 sec): 3 clusters
  Score: Raw -3702182.943479 + Penalty 4939.390759 = -3697243.552720
  nChanged 7
		SP:Iteration 57Q (12348.190000 sec): 3 clusters
  Score: Raw -3702186.102399 + Penalty 4939.390759 = -3697246.711640
  nChanged 9
		SP:Iteration 58Q (12348.530000 sec): 3 clusters
  Score: Raw -3702189.032812 + Penalty 4939.390759 = -3697249.642053
  nChanged 5
		SP:Iteration 59Q (12348.870000 sec): 3 clusters
  Score: Raw -3702191.170518 + Penalty 4939.390759 = -3697251.779759
  nChanged 5
		SP:Iteration 60F (12349.180000 sec): 3 clusters
  Score: Raw -3702192.854418 + Penalty 4939.390759 = -3697253.463659
  nChanged 4
		SP:Iteration 61Q (12349.540000 sec): 3 clusters
  Score: Raw -3702194.504129 + Penalty 4939.390759 = -3697255.113370
  nChanged 5
		SP:Iteration 62Q (12349.840000 sec): 3 clusters
  Score: Raw -3702196.388355 + Penalty 4939.390759 = -3697256.997596
  nChanged 2
		SP:Iteration 63Q (12350.140000 sec): 3 clusters
  Score: Raw -3702196.808765 + Penalty 4939.390759 = -3697257.418006
  nChanged 2
		SP:Iteration 64Q (12350.540000 sec): 3 clusters
  Score: Raw -3702197.130471 + Penalty 4939.390759 = -3697257.739712
  nChanged 1
		SP:Iteration 65Q (12350.880000 sec): 3 clusters
  Score: Raw -3702197.288960 + Penalty 4939.390759 = -3697257.898201
  nChanged 2
		SP:Iteration 66Q (12351.270000 sec): 3 clusters
  Score: Raw -3702198.402086 + Penalty 4939.390759 = -3697259.011327
  nChanged 6
		SP:Iteration 67Q (12351.610000 sec): 3 clusters
  Score: Raw -3702200.411611 + Penalty 4939.390759 = -3697261.020852
  nChanged 5
		SP:Iteration 68Q (12351.970000 sec): 3 clusters
  Score: Raw -3702202.083810 + Penalty 4939.390759 = -3697262.693051
  nChanged 1
		SP:Iteration 69Q (12352.330000 sec): 3 clusters
  Score: Raw -3702202.491160 + Penalty 4939.390759 = -3697263.100401
  nChanged 2
		SP:Iteration 70Q (12352.660000 sec): 3 clusters
  Score: Raw -3702203.351372 + Penalty 4939.390759 = -3697263.960613
  nChanged 2
		SP:Iteration 71Q (12352.920000 sec): 3 clusters
  Score: Raw -3702204.038820 + Penalty 4939.390759 = -3697264.648061
  nChanged 2
		SP:Iteration 72Q (12353.220000 sec): 3 clusters
  Score: Raw -3702204.783913 + Penalty 4939.390759 = -3697265.393154
  nChanged 2
		SP:Iteration 73Q (12353.590000 sec): 3 clusters
  Score: Raw -3702205.696150 + Penalty 4939.390759 = -3697266.305391
  nChanged 2
		SP:Iteration 74Q (12353.910000 sec): 3 clusters
  Score: Raw -3702206.291745 + Penalty 4939.390759 = -3697266.900986
  nChanged 0
		SP:Iteration 75F (12354.310000 sec): 3 clusters
  Score: Raw -3702206.291745 + Penalty 4939.390759 = -3697266.900986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12354.420000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12354.580000 sec): 3 clusters
  Score: Raw -38461.054492 + Penalty 2740.624658 = -35720.429834
  nChanged 28
		SP:Iteration 1F (12354.750000 sec): 3 clusters
  Score: Raw -38576.807554 + Penalty 2740.624658 = -35836.182896
  nChanged 8
		SP:Iteration 2Q (12354.910000 sec): 3 clusters
  Score: Raw -38628.597585 + Penalty 2740.624658 = -35887.972927
  nChanged 9
		SP:Iteration 3Q (12355.020000 sec): 3 clusters
  Score: Raw -38681.892673 + Penalty 2740.624658 = -35941.268015
  nChanged 3
		SP:Iteration 4Q (12355.180000 sec): 3 clusters
  Score: Raw -38716.352602 + Penalty 2740.624658 = -35975.727944
  nChanged 1
		SP:Iteration 5Q (12355.340000 sec): 3 clusters
  Score: Raw -38717.599227 + Penalty 2740.624658 = -35976.974570
  nChanged 0
		SP:Iteration 6F (12355.500000 sec): 3 clusters
  Score: Raw -38717.599227 + Penalty 2740.624658 = -35976.974570
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12355.580000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12355.740000 sec): 3 clusters
  Score: Raw -110476.480050 + Penalty 3200.216281 = -107276.263769
  nChanged 137
		SP:Iteration 1F (12355.900000 sec): 3 clusters
  Score: Raw -110699.797649 + Penalty 3200.216281 = -107499.581368
  nChanged 29
		SP:Iteration 2Q (12356.060000 sec): 3 clusters
  Score: Raw -110746.101701 + Penalty 3200.216281 = -107545.885420
  nChanged 20
		SP:Iteration 3Q (12356.220000 sec): 3 clusters
  Score: Raw -110787.468048 + Penalty 3200.216281 = -107587.251767
  nChanged 7
		SP:Iteration 4Q (12356.380000 sec): 3 clusters
  Score: Raw -110802.751143 + Penalty 3200.216281 = -107602.534862
  nChanged 5
		SP:Iteration 5Q (12356.540000 sec): 3 clusters
  Score: Raw -110809.813966 + Penalty 3200.216281 = -107609.597684
  nChanged 3
		SP:Iteration 6Q (12356.700000 sec): 3 clusters
  Score: Raw -110814.622768 + Penalty 3200.216281 = -107614.406487
  nChanged 2
		SP:Iteration 7Q (12356.860000 sec): 3 clusters
  Score: Raw -110817.106999 + Penalty 3200.216281 = -107616.890718
  nChanged 4
		SP:Iteration 8Q (12357.020000 sec): 3 clusters
  Score: Raw -110823.186629 + Penalty 3200.216281 = -107622.970348
  nChanged 4
		SP:Iteration 9Q (12357.190000 sec): 3 clusters
  Score: Raw -110832.495952 + Penalty 3200.216281 = -107632.279671
  nChanged 2
		SP:Iteration 10Q (12357.350000 sec): 3 clusters
  Score: Raw -110836.384461 + Penalty 3200.216281 = -107636.168180
  nChanged 1
		SP:Iteration 11Q (12357.520000 sec): 3 clusters
  Score: Raw -110839.198449 + Penalty 3200.216281 = -107638.982167
  nChanged 0
		SP:Iteration 12F (12357.680000 sec): 3 clusters
  Score: Raw -110839.198449 + Penalty 3200.216281 = -107638.982167
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12357.760000 sec): 2 clusters
  Score: Raw -70733.769478 + Penalty 1580.159738 = -69153.609740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12357.920000 sec): 3 clusters
  Score: Raw -70833.148624 + Penalty 3160.319476 = -67672.829147
  nChanged 126
		SP:Iteration 1F (12358.090000 sec): 3 clusters
  Score: Raw -71128.461825 + Penalty 3160.319476 = -67968.142348
  nChanged 53
		SP:Iteration 2F (12358.250000 sec): 3 clusters
  Score: Raw -71293.664081 + Penalty 3160.319476 = -68133.344605
  nChanged 31
		SP:Iteration 3F (12358.420000 sec): 3 clusters
  Score: Raw -71415.262494 + Penalty 3160.319476 = -68254.943018
  nChanged 28
		SP:Iteration 4Q (12358.580000 sec): 3 clusters
  Score: Raw -71539.004845 + Penalty 3160.319476 = -68378.685369
  nChanged 19
		SP:Iteration 5Q (12358.740000 sec): 3 clusters
  Score: Raw -71606.739712 + Penalty 3160.319476 = -68446.420236
  nChanged 8
		SP:Iteration 6Q (12358.910000 sec): 3 clusters
  Score: Raw -71652.393027 + Penalty 3160.319476 = -68492.073551
  nChanged 11
		SP:Iteration 7Q (12359.070000 sec): 3 clusters
  Score: Raw -71707.207517 + Penalty 3160.319476 = -68546.888041
  nChanged 15
		SP:Iteration 8Q (12359.230000 sec): 3 clusters
  Score: Raw -71768.032928 + Penalty 3160.319476 = -68607.713452
  nChanged 13
		SP:Iteration 9Q (12359.400000 sec): 3 clusters
  Score: Raw -71812.250353 + Penalty 3160.319476 = -68651.930876
  nChanged 7
		SP:Iteration 10Q (12359.560000 sec): 3 clusters
  Score: Raw -71832.378965 + Penalty 3160.319476 = -68672.059489
  nChanged 7
		SP:Iteration 11Q (12359.720000 sec): 3 clusters
  Score: Raw -71859.163480 + Penalty 3160.319476 = -68698.844003
  nChanged 5
		SP:Iteration 12Q (12359.890000 sec): 3 clusters
  Score: Raw -71895.964225 + Penalty 3160.319476 = -68735.644749
  nChanged 2
		SP:Iteration 13Q (12360.050000 sec): 3 clusters
  Score: Raw -71904.147053 + Penalty 3160.319476 = -68743.827577
  nChanged 1
		SP:Iteration 14Q (12360.220000 sec): 3 clusters
  Score: Raw -71923.892602 + Penalty 3160.319476 = -68763.573125
  nChanged 4
		SP:Iteration 15Q (12360.380000 sec): 3 clusters
  Score: Raw -71957.892491 + Penalty 3160.319476 = -68797.573015
  nChanged 2
		SP:Iteration 16Q (12360.580000 sec): 3 clusters
  Score: Raw -71967.469230 + Penalty 3160.319476 = -68807.149754
  nChanged 2
		SP:Iteration 17Q (12360.740000 sec): 3 clusters
  Score: Raw -71975.504363 + Penalty 3160.319476 = -68815.184886
  nChanged 3
		SP:Iteration 18Q (12360.850000 sec): 3 clusters
  Score: Raw -71983.221200 + Penalty 3160.319476 = -68822.901724
  nChanged 3
		SP:Iteration 19Q (12361.010000 sec): 3 clusters
  Score: Raw -71989.036511 + Penalty 3160.319476 = -68828.717035
  nChanged 1
		SP:Iteration 20F (12361.170000 sec): 3 clusters
  Score: Raw -71996.081494 + Penalty 3160.319476 = -68835.762017
  nChanged 1
		SP:Iteration 21Q (12361.330000 sec): 3 clusters
  Score: Raw -72004.023881 + Penalty 3160.319476 = -68843.704405
  nChanged 1
		SP:Iteration 22Q (12361.490000 sec): 3 clusters
  Score: Raw -72005.583653 + Penalty 3160.319476 = -68845.264177
  nChanged 0
		SP:Iteration 23F (12361.650000 sec): 3 clusters
  Score: Raw -72005.583653 + Penalty 3160.319476 = -68845.264177
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12361.730000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12361.890000 sec): 3 clusters
  Score: Raw -29671.291280 + Penalty 2632.900778 = -27038.390502
  nChanged 16
		SP:Iteration 1F (12362.060000 sec): 3 clusters
  Score: Raw -29758.527829 + Penalty 2632.900778 = -27125.627051
  nChanged 4
		SP:Iteration 2Q (12362.210000 sec): 3 clusters
  Score: Raw -29785.221329 + Penalty 2632.900778 = -27152.320551
  nChanged 2
		SP:Iteration 3Q (12362.370000 sec): 3 clusters
  Score: Raw -29801.849303 + Penalty 2632.900778 = -27168.948525
  nChanged 1
		SP:Iteration 4Q (12362.530000 sec): 3 clusters
  Score: Raw -29804.987664 + Penalty 2632.900778 = -27172.086887
  nChanged 0
		SP:Iteration 5F (12362.690000 sec): 3 clusters
  Score: Raw -29804.987664 + Penalty 2632.900778 = -27172.086887
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12362.770000 sec): 2 clusters
  Score: Raw -253175.849116 + Penalty 1824.515724 = -251351.333392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12362.930000 sec): 3 clusters
  Score: Raw -252648.997658 + Penalty 3649.031448 = -248999.966210
  nChanged 499
		SP:Iteration 1F (12363.070000 sec): 3 clusters
  Score: Raw -253153.127559 + Penalty 3649.031448 = -249504.096111
  nChanged 170
		SP:Iteration 2F (12363.230000 sec): 3 clusters
  Score: Raw -253526.547557 + Penalty 3649.031448 = -249877.516109
  nChanged 137
		SP:Iteration 3F (12363.390000 sec): 3 clusters
  Score: Raw -253910.053865 + Penalty 3649.031448 = -250261.022417
  nChanged 122
		SP:Iteration 4F (12363.630000 sec): 3 clusters
  Score: Raw -254168.642255 + Penalty 3649.031448 = -250519.610807
  nChanged 95
		SP:Iteration 5F (12363.770000 sec): 3 clusters
  Score: Raw -254372.833217 + Penalty 3649.031448 = -250723.801769
  nChanged 65
		SP:Iteration 6Q (12363.930000 sec): 3 clusters
  Score: Raw -254507.954634 + Penalty 3649.031448 = -250858.923186
  nChanged 43
		SP:Iteration 7Q (12364.110000 sec): 3 clusters
  Score: Raw -254583.050702 + Penalty 3649.031448 = -250934.019254
  nChanged 21
		SP:Iteration 8Q (12364.230000 sec): 3 clusters
  Score: Raw -254614.937281 + Penalty 3649.031448 = -250965.905833
  nChanged 14
		SP:Iteration 9Q (12364.400000 sec): 3 clusters
  Score: Raw -254626.867452 + Penalty 3649.031448 = -250977.836004
  nChanged 9
		SP:Iteration 10Q (12364.570000 sec): 3 clusters
  Score: Raw -254634.543558 + Penalty 3649.031448 = -250985.512110
  nChanged 4
		SP:Iteration 11Q (12364.750000 sec): 3 clusters
  Score: Raw -254650.302732 + Penalty 3649.031448 = -251001.271284
  nChanged 7
		SP:Iteration 12Q (12364.880000 sec): 3 clusters
  Score: Raw -254692.932101 + Penalty 3649.031448 = -251043.900653
  nChanged 15
		SP:Iteration 13Q (12365.050000 sec): 3 clusters
  Score: Raw -254761.634810 + Penalty 3649.031448 = -251112.603361
  nChanged 13
		SP:Iteration 14Q (12365.200000 sec): 3 clusters
  Score: Raw -254781.965870 + Penalty 3649.031448 = -251132.934422
  nChanged 4
		SP:Iteration 15Q (12365.380000 sec): 3 clusters
  Score: Raw -254785.424327 + Penalty 3649.031448 = -251136.392879
  nChanged 1
		SP:Iteration 16Q (12365.520000 sec): 3 clusters
  Score: Raw -254787.023454 + Penalty 3649.031448 = -251137.992006
  nChanged 1
		SP:Iteration 17Q (12365.720000 sec): 3 clusters
  Score: Raw -254787.908933 + Penalty 3649.031448 = -251138.877485
  nChanged 2
		SP:Iteration 18Q (12365.850000 sec): 3 clusters
  Score: Raw -254789.412774 + Penalty 3649.031448 = -251140.381326
  nChanged 1
		SP:Iteration 19Q (12366.030000 sec): 3 clusters
  Score: Raw -254790.599296 + Penalty 3649.031448 = -251141.567848
  nChanged 2
		SP:Iteration 20F (12366.180000 sec): 3 clusters
  Score: Raw -254792.777577 + Penalty 3649.031448 = -251143.746129
  nChanged 1
		SP:Iteration 21Q (12366.360000 sec): 3 clusters
  Score: Raw -254793.412984 + Penalty 3649.031448 = -251144.381535
  nChanged 0
		SP:Iteration 22F (12366.590000 sec): 3 clusters
  Score: Raw -254793.412984 + Penalty 3649.031448 = -251144.381535
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12366.690000 sec): 2 clusters
  Score: Raw -164066.490673 + Penalty 1706.844493 = -162359.646180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12366.840000 sec): 3 clusters
  Score: Raw -163888.121415 + Penalty 3413.688986 = -160474.432429
  nChanged 254
		SP:Iteration 1F (12367.010000 sec): 3 clusters
  Score: Raw -164203.285304 + Penalty 3413.688986 = -160789.596319
  nChanged 65
		SP:Iteration 2F (12367.250000 sec): 3 clusters
  Score: Raw -164288.980155 + Penalty 3413.688986 = -160875.291169
  nChanged 28
		SP:Iteration 3Q (12367.420000 sec): 3 clusters
  Score: Raw -164342.694169 + Penalty 3413.688986 = -160929.005184
  nChanged 26
		SP:Iteration 4Q (12367.570000 sec): 3 clusters
  Score: Raw -164388.510614 + Penalty 3413.688986 = -160974.821628
  nChanged 26
		SP:Iteration 5Q (12367.700000 sec): 3 clusters
  Score: Raw -164435.567571 + Penalty 3413.688986 = -161021.878585
  nChanged 24
		SP:Iteration 6Q (12367.880000 sec): 3 clusters
  Score: Raw -164473.849770 + Penalty 3413.688986 = -161060.160784
  nChanged 13
		SP:Iteration 7Q (12368.020000 sec): 3 clusters
  Score: Raw -164490.710592 + Penalty 3413.688986 = -161077.021606
  nChanged 6
		SP:Iteration 8Q (12368.180000 sec): 3 clusters
  Score: Raw -164499.147269 + Penalty 3413.688986 = -161085.458283
  nChanged 5
		SP:Iteration 9Q (12368.440000 sec): 3 clusters
  Score: Raw -164504.766476 + Penalty 3413.688986 = -161091.077491
  nChanged 1
		SP:Iteration 10Q (12368.540000 sec): 3 clusters
  Score: Raw -164505.264429 + Penalty 3413.688986 = -161091.575443
  nChanged 2
		SP:Iteration 11Q (12368.700000 sec): 3 clusters
  Score: Raw -164506.794005 + Penalty 3413.688986 = -161093.105019
  nChanged 1
		SP:Iteration 12Q (12368.830000 sec): 3 clusters
  Score: Raw -164507.855357 + Penalty 3413.688986 = -161094.166371
  nChanged 1
		SP:Iteration 13Q (12368.990000 sec): 3 clusters
  Score: Raw -164509.161783 + Penalty 3413.688986 = -161095.472797
  nChanged 2
		SP:Iteration 14Q (12369.200000 sec): 3 clusters
  Score: Raw -164512.735210 + Penalty 3413.688986 = -161099.046224
  nChanged 0
		SP:Iteration 15F (12369.360000 sec): 3 clusters
  Score: Raw -164512.735210 + Penalty 3413.688986 = -161099.046224
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12369.440000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12369.560000 sec): 3 clusters
  Score: Raw -76323.808181 + Penalty 3063.230166 = -73260.578015
  nChanged 93
		SP:Iteration 1F (12369.780000 sec): 3 clusters
  Score: Raw -76518.604274 + Penalty 3063.230166 = -73455.374108
  nChanged 22
		SP:Iteration 2Q (12369.970000 sec): 3 clusters
  Score: Raw -76579.382308 + Penalty 3063.230166 = -73516.152142
  nChanged 12
		SP:Iteration 3Q (12370.190000 sec): 3 clusters
  Score: Raw -76616.728854 + Penalty 3063.230166 = -73553.498688
  nChanged 7
		SP:Iteration 4Q (12370.400000 sec): 3 clusters
  Score: Raw -76635.571320 + Penalty 3063.230166 = -73572.341154
  nChanged 4
		SP:Iteration 5Q (12370.560000 sec): 3 clusters
  Score: Raw -76646.788493 + Penalty 3063.230166 = -73583.558327
  nChanged 2
		SP:Iteration 6Q (12370.760000 sec): 3 clusters
  Score: Raw -76650.678802 + Penalty 3063.230166 = -73587.448636
  nChanged 3
		SP:Iteration 7Q (12370.880000 sec): 3 clusters
  Score: Raw -76655.347835 + Penalty 3063.230166 = -73592.117669
  nChanged 0
		SP:Iteration 8F (12371.020000 sec): 3 clusters
  Score: Raw -76655.347835 + Penalty 3063.230166 = -73592.117669
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12371.070000 sec): 2 clusters
  Score: Raw -34856.469177 + Penalty 1349.719592 = -33506.749585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12371.200000 sec): 3 clusters
  Score: Raw -35063.104142 + Penalty 2699.439184 = -32363.664958
  nChanged 22
		SP:Iteration 1F (12371.320000 sec): 3 clusters
  Score: Raw -35154.379245 + Penalty 2699.439184 = -32454.940061
  nChanged 6
		SP:Iteration 2Q (12371.520000 sec): 3 clusters
  Score: Raw -35179.846324 + Penalty 2699.439184 = -32480.407139
  nChanged 2
		SP:Iteration 3Q (12371.720000 sec): 3 clusters
  Score: Raw -35187.376628 + Penalty 2699.439184 = -32487.937444
  nChanged 4
		SP:Iteration 4Q (12371.920000 sec): 3 clusters
  Score: Raw -35249.782309 + Penalty 2699.439184 = -32550.343125
  nChanged 2
		SP:Iteration 5Q (12372.100000 sec): 3 clusters
  Score: Raw -35315.073922 + Penalty 2699.439184 = -32615.634737
  nChanged 8
		SP:Iteration 6Q (12372.220000 sec): 3 clusters
  Score: Raw -35393.122484 + Penalty 2699.439184 = -32693.683300
  nChanged 4
		SP:Iteration 7Q (12372.350000 sec): 3 clusters
  Score: Raw -35845.441069 + Penalty 2699.439184 = -33146.001885
  nChanged 16
		SP:Iteration 8F (12372.480000 sec): 3 clusters
  Score: Raw -35949.370656 + Penalty 2699.439184 = -33249.931471
  nChanged 6
		SP:Iteration 9Q (12372.610000 sec): 3 clusters
  Score: Raw -36000.213165 + Penalty 2699.439184 = -33300.773981
  nChanged 5
		SP:Iteration 10Q (12372.770000 sec): 3 clusters
  Score: Raw -36042.929070 + Penalty 2699.439184 = -33343.489886
  nChanged 5
		SP:Iteration 11Q (12372.900000 sec): 3 clusters
  Score: Raw -36090.034110 + Penalty 2699.439184 = -33390.594926
  nChanged 2
		SP:Iteration 12Q (12373.110000 sec): 3 clusters
  Score: Raw -36103.145264 + Penalty 2699.439184 = -33403.706080
  nChanged 0
		SP:Iteration 13F (12373.270000 sec): 3 clusters
  Score: Raw -36103.145264 + Penalty 2699.439184 = -33403.706080
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12373.310000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12373.490000 sec): 3 clusters
  Score: Raw -39849.440664 + Penalty 2769.414169 = -37080.026495
  nChanged 32
		SP:Iteration 1F (12373.720000 sec): 3 clusters
  Score: Raw -39956.170003 + Penalty 2769.414169 = -37186.755834
  nChanged 7
		SP:Iteration 2Q (12373.920000 sec): 3 clusters
  Score: Raw -39988.655396 + Penalty 2769.414169 = -37219.241227
  nChanged 5
		SP:Iteration 3Q (12374.120000 sec): 3 clusters
  Score: Raw -40003.834558 + Penalty 2769.414169 = -37234.420389
  nChanged 3
		SP:Iteration 4Q (12374.310000 sec): 3 clusters
  Score: Raw -40013.164877 + Penalty 2769.414169 = -37243.750708
  nChanged 0
		SP:Iteration 5F (12374.510000 sec): 3 clusters
  Score: Raw -40013.164877 + Penalty 2769.414169 = -37243.750708
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12374.600000 sec): 2 clusters
  Score: Raw -393391.103930 + Penalty 1927.538231 = -391463.565699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12374.760000 sec): 3 clusters
  Score: Raw -392510.932638 + Penalty 3855.076461 = -388655.856177
  nChanged 816
		SP:Iteration 1F (12374.940000 sec): 3 clusters
  Score: Raw -393162.227351 + Penalty 3855.076461 = -389307.150890
  nChanged 192
		SP:Iteration 2F (12375.120000 sec): 3 clusters
  Score: Raw -393346.132429 + Penalty 3855.076461 = -389491.055967
  nChanged 124
		SP:Iteration 3F (12375.260000 sec): 3 clusters
  Score: Raw -393481.755412 + Penalty 3855.076461 = -389626.678950
  nChanged 102
		SP:Iteration 4Q (12375.480000 sec): 3 clusters
  Score: Raw -393611.461215 + Penalty 3855.076461 = -389756.384754
  nChanged 105
		SP:Iteration 5Q (12375.720000 sec): 3 clusters
  Score: Raw -393739.823377 + Penalty 3855.076461 = -389884.746915
  nChanged 91
		SP:Iteration 6Q (12375.860000 sec): 3 clusters
  Score: Raw -393841.711822 + Penalty 3855.076461 = -389986.635361
  nChanged 67
		SP:Iteration 7Q (12376.050000 sec): 3 clusters
  Score: Raw -393923.704863 + Penalty 3855.076461 = -390068.628402
  nChanged 78
		SP:Iteration 8Q (12376.280000 sec): 3 clusters
  Score: Raw -394046.998168 + Penalty 3855.076461 = -390191.921707
  nChanged 71
		SP:Iteration 9Q (12376.480000 sec): 3 clusters
  Score: Raw -394180.454682 + Penalty 3855.076461 = -390325.378221
  nChanged 78
		SP:Iteration 10Q (12376.670000 sec): 3 clusters
  Score: Raw -394290.037290 + Penalty 3855.076461 = -390434.960829
  nChanged 74
		SP:Iteration 11Q (12376.870000 sec): 3 clusters
  Score: Raw -394384.824038 + Penalty 3855.076461 = -390529.747576
  nChanged 64
		SP:Iteration 12Q (12377.050000 sec): 3 clusters
  Score: Raw -394448.237204 + Penalty 3855.076461 = -390593.160742
  nChanged 46
		SP:Iteration 13Q (12377.250000 sec): 3 clusters
  Score: Raw -394488.834662 + Penalty 3855.076461 = -390633.758201
  nChanged 33
		SP:Iteration 14Q (12377.450000 sec): 3 clusters
  Score: Raw -394513.405207 + Penalty 3855.076461 = -390658.328746
  nChanged 25
		SP:Iteration 15Q (12377.670000 sec): 3 clusters
  Score: Raw -394530.986933 + Penalty 3855.076461 = -390675.910472
  nChanged 16
		SP:Iteration 16Q (12377.790000 sec): 3 clusters
  Score: Raw -394544.797639 + Penalty 3855.076461 = -390689.721178
  nChanged 15
		SP:Iteration 17Q (12377.970000 sec): 3 clusters
  Score: Raw -394556.832034 + Penalty 3855.076461 = -390701.755573
  nChanged 16
		SP:Iteration 18Q (12378.090000 sec): 3 clusters
  Score: Raw -394571.377331 + Penalty 3855.076461 = -390716.300869
  nChanged 13
		SP:Iteration 19Q (12378.220000 sec): 3 clusters
  Score: Raw -394590.931508 + Penalty 3855.076461 = -390735.855047
  nChanged 14
		SP:Iteration 20F (12378.400000 sec): 3 clusters
  Score: Raw -394603.301837 + Penalty 3855.076461 = -390748.225375
  nChanged 10
		SP:Iteration 21Q (12378.600000 sec): 3 clusters
  Score: Raw -394610.946636 + Penalty 3855.076461 = -390755.870175
  nChanged 8
		SP:Iteration 22Q (12378.770000 sec): 3 clusters
  Score: Raw -394617.338478 + Penalty 3855.076461 = -390762.262017
  nChanged 9
		SP:Iteration 23Q (12378.940000 sec): 3 clusters
  Score: Raw -394623.381985 + Penalty 3855.076461 = -390768.305524
  nChanged 7
		SP:Iteration 24Q (12379.100000 sec): 3 clusters
  Score: Raw -394626.157199 + Penalty 3855.076461 = -390771.080738
  nChanged 2
		SP:Iteration 25Q (12379.300000 sec): 3 clusters
  Score: Raw -394626.586106 + Penalty 3855.076461 = -390771.509644
  nChanged 1
		SP:Iteration 26Q (12379.530000 sec): 3 clusters
  Score: Raw -394627.099160 + Penalty 3855.076461 = -390772.022699
  nChanged 2
		SP:Iteration 27Q (12379.720000 sec): 3 clusters
  Score: Raw -394627.981152 + Penalty 3855.076461 = -390772.904691
  nChanged 1
		SP:Iteration 28Q (12379.910000 sec): 3 clusters
  Score: Raw -394628.426716 + Penalty 3855.076461 = -390773.350255
  nChanged 2
		SP:Iteration 29Q (12380.070000 sec): 3 clusters
  Score: Raw -394629.167745 + Penalty 3855.076461 = -390774.091284
  nChanged 3
		SP:Iteration 30Q (12380.220000 sec): 3 clusters
  Score: Raw -394630.457033 + Penalty 3855.076461 = -390775.380571
  nChanged 1
		SP:Iteration 31Q (12380.360000 sec): 3 clusters
  Score: Raw -394630.870775 + Penalty 3855.076461 = -390775.794313
  nChanged 0
		SP:Iteration 32F (12380.570000 sec): 3 clusters
  Score: Raw -394630.870775 + Penalty 3855.076461 = -390775.794313
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12380.690000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12380.930000 sec): 3 clusters
  Score: Raw -77115.343920 + Penalty 3049.640275 = -74065.703645
  nChanged 79
		SP:Iteration 1F (12381.080000 sec): 3 clusters
  Score: Raw -77278.189611 + Penalty 3049.640275 = -74228.549336
  nChanged 19
		SP:Iteration 2Q (12381.260000 sec): 3 clusters
  Score: Raw -77338.629135 + Penalty 3049.640275 = -74288.988860
  nChanged 9
		SP:Iteration 3Q (12381.460000 sec): 3 clusters
  Score: Raw -77367.599222 + Penalty 3049.640275 = -74317.958947
  nChanged 5
		SP:Iteration 4Q (12381.620000 sec): 3 clusters
  Score: Raw -77387.123199 + Penalty 3049.640275 = -74337.482924
  nChanged 8
		SP:Iteration 5Q (12381.780000 sec): 3 clusters
  Score: Raw -77426.929316 + Penalty 3049.640275 = -74377.289042
  nChanged 7
		SP:Iteration 6Q (12382.030000 sec): 3 clusters
  Score: Raw -77479.547140 + Penalty 3049.640275 = -74429.906865
  nChanged 12
		SP:Iteration 7Q (12382.220000 sec): 3 clusters
  Score: Raw -77516.216785 + Penalty 3049.640275 = -74466.576511
  nChanged 3
		SP:Iteration 8Q (12382.430000 sec): 3 clusters
  Score: Raw -77525.897174 + Penalty 3049.640275 = -74476.256899
  nChanged 3
		SP:Iteration 9Q (12382.580000 sec): 3 clusters
  Score: Raw -77531.193893 + Penalty 3049.640275 = -74481.553618
  nChanged 0
		SP:Iteration 10F (12382.770000 sec): 3 clusters
  Score: Raw -77531.193893 + Penalty 3049.640275 = -74481.553618
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12382.860000 sec): 2 clusters
  Score: Raw -651335.575274 + Penalty 2036.447763 = -649299.127511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12383.060000 sec): 3 clusters
  Score: Raw -649653.894209 + Penalty 4072.895527 = -645580.998683
  nChanged 1344
		SP:Iteration 1F (12383.290000 sec): 3 clusters
  Score: Raw -650461.981082 + Penalty 4072.895527 = -646389.085555
  nChanged 300
		SP:Iteration 2F (12383.450000 sec): 3 clusters
  Score: Raw -650675.172947 + Penalty 4072.895527 = -646602.277420
  nChanged 181
		SP:Iteration 3Q (12383.680000 sec): 3 clusters
  Score: Raw -650803.032483 + Penalty 4072.895527 = -646730.136956
  nChanged 139
		SP:Iteration 4Q (12383.900000 sec): 3 clusters
  Score: Raw -650913.179760 + Penalty 4072.895527 = -646840.284233
  nChanged 139
		SP:Iteration 5Q (12384.070000 sec): 3 clusters
  Score: Raw -651046.854599 + Penalty 4072.895527 = -646973.959073
  nChanged 152
		SP:Iteration 6Q (12384.260000 sec): 3 clusters
  Score: Raw -651193.309938 + Penalty 4072.895527 = -647120.414411
  nChanged 179
		SP:Iteration 7Q (12384.460000 sec): 3 clusters
  Score: Raw -651371.117600 + Penalty 4072.895527 = -647298.222074
  nChanged 172
		SP:Iteration 8Q (12384.640000 sec): 3 clusters
  Score: Raw -651518.803728 + Penalty 4072.895527 = -647445.908201
  nChanged 137
		SP:Iteration 9Q (12384.790000 sec): 3 clusters
  Score: Raw -651635.463666 + Penalty 4072.895527 = -647562.568139
  nChanged 127
		SP:Iteration 10Q (12384.990000 sec): 3 clusters
  Score: Raw -651741.401973 + Penalty 4072.895527 = -647668.506447
  nChanged 94
		SP:Iteration 11Q (12385.170000 sec): 3 clusters
  Score: Raw -651804.755554 + Penalty 4072.895527 = -647731.860027
  nChanged 63
		SP:Iteration 12Q (12385.360000 sec): 3 clusters
  Score: Raw -651856.831643 + Penalty 4072.895527 = -647783.936116
  nChanged 62
		SP:Iteration 13Q (12385.550000 sec): 3 clusters
  Score: Raw -651898.811732 + Penalty 4072.895527 = -647825.916206
  nChanged 51
		SP:Iteration 14Q (12385.720000 sec): 3 clusters
  Score: Raw -651930.037308 + Penalty 4072.895527 = -647857.141782
  nChanged 26
		SP:Iteration 15Q (12385.870000 sec): 3 clusters
  Score: Raw -651945.161884 + Penalty 4072.895527 = -647872.266357
  nChanged 13
		SP:Iteration 16Q (12386.060000 sec): 3 clusters
  Score: Raw -651951.724318 + Penalty 4072.895527 = -647878.828791
  nChanged 11
		SP:Iteration 17Q (12386.230000 sec): 3 clusters
  Score: Raw -651956.395770 + Penalty 4072.895527 = -647883.500243
  nChanged 6
		SP:Iteration 18Q (12386.380000 sec): 3 clusters
  Score: Raw -651958.660266 + Penalty 4072.895527 = -647885.764740
  nChanged 3
		SP:Iteration 19Q (12386.520000 sec): 3 clusters
  Score: Raw -651960.708705 + Penalty 4072.895527 = -647887.813178
  nChanged 6
		SP:Iteration 20F (12386.660000 sec): 3 clusters
  Score: Raw -651962.431506 + Penalty 4072.895527 = -647889.535980
  nChanged 4
		SP:Iteration 21Q (12386.820000 sec): 3 clusters
  Score: Raw -651964.961353 + Penalty 4072.895527 = -647892.065826
  nChanged 7
		SP:Iteration 22Q (12386.970000 sec): 3 clusters
  Score: Raw -651968.053569 + Penalty 4072.895527 = -647895.158042
  nChanged 8
		SP:Iteration 23Q (12387.150000 sec): 3 clusters
  Score: Raw -651972.311964 + Penalty 4072.895527 = -647899.416437
  nChanged 10
		SP:Iteration 24Q (12387.330000 sec): 3 clusters
  Score: Raw -651978.082824 + Penalty 4072.895527 = -647905.187298
  nChanged 8
		SP:Iteration 25Q (12387.500000 sec): 3 clusters
  Score: Raw -651983.899070 + Penalty 4072.895527 = -647911.003544
  nChanged 9
		SP:Iteration 26Q (12387.650000 sec): 3 clusters
  Score: Raw -651987.888192 + Penalty 4072.895527 = -647914.992665
  nChanged 8
		SP:Iteration 27Q (12387.820000 sec): 3 clusters
  Score: Raw -651991.179131 + Penalty 4072.895527 = -647918.283604
  nChanged 6
		SP:Iteration 28Q (12388.000000 sec): 3 clusters
  Score: Raw -651994.190242 + Penalty 4072.895527 = -647921.294715
  nChanged 6
		SP:Iteration 29Q (12388.210000 sec): 3 clusters
  Score: Raw -651996.074449 + Penalty 4072.895527 = -647923.178923
  nChanged 8
		SP:Iteration 30Q (12388.430000 sec): 3 clusters
  Score: Raw -651999.514754 + Penalty 4072.895527 = -647926.619227
  nChanged 7
		SP:Iteration 31Q (12388.570000 sec): 3 clusters
  Score: Raw -652003.244469 + Penalty 4072.895527 = -647930.348942
  nChanged 10
		SP:Iteration 32Q (12388.750000 sec): 3 clusters
  Score: Raw -652009.633887 + Penalty 4072.895527 = -647936.738360
  nChanged 10
		SP:Iteration 33Q (12388.920000 sec): 3 clusters
  Score: Raw -652015.878732 + Penalty 4072.895527 = -647942.983206
  nChanged 14
		SP:Iteration 34Q (12389.070000 sec): 3 clusters
  Score: Raw -652022.944960 + Penalty 4072.895527 = -647950.049434
  nChanged 16
		SP:Iteration 35Q (12389.200000 sec): 3 clusters
  Score: Raw -652031.027847 + Penalty 4072.895527 = -647958.132320
  nChanged 9
		SP:Iteration 36Q (12389.390000 sec): 3 clusters
  Score: Raw -652035.205100 + Penalty 4072.895527 = -647962.309574
  nChanged 8
		SP:Iteration 37Q (12389.500000 sec): 3 clusters
  Score: Raw -652038.747967 + Penalty 4072.895527 = -647965.852440
  nChanged 2
		SP:Iteration 38Q (12389.670000 sec): 3 clusters
  Score: Raw -652039.325493 + Penalty 4072.895527 = -647966.429967
  nChanged 0
		SP:Iteration 39F (12389.790000 sec): 3 clusters
  Score: Raw -652039.325493 + Penalty 4072.895527 = -647966.429967
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12389.880000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12390.020000 sec): 3 clusters
  Score: Raw -191899.118125 + Penalty 3495.568542 = -188403.549583
  nChanged 296
		SP:Iteration 1F (12390.140000 sec): 3 clusters
  Score: Raw -192193.690454 + Penalty 3495.568542 = -188698.121912
  nChanged 69
		SP:Iteration 2F (12390.280000 sec): 3 clusters
  Score: Raw -192275.218871 + Penalty 3495.568542 = -188779.650329
  nChanged 40
		SP:Iteration 3Q (12390.420000 sec): 3 clusters
  Score: Raw -192319.431450 + Penalty 3495.568542 = -188823.862909
  nChanged 19
		SP:Iteration 4Q (12390.510000 sec): 3 clusters
  Score: Raw -192342.199215 + Penalty 3495.568542 = -188846.630674
  nChanged 19
		SP:Iteration 5Q (12390.650000 sec): 3 clusters
  Score: Raw -192362.875997 + Penalty 3495.568542 = -188867.307455
  nChanged 10
		SP:Iteration 6Q (12390.800000 sec): 3 clusters
  Score: Raw -192376.566354 + Penalty 3495.568542 = -188880.997812
  nChanged 8
		SP:Iteration 7Q (12390.950000 sec): 3 clusters
  Score: Raw -192388.100245 + Penalty 3495.568542 = -188892.531703
  nChanged 12
		SP:Iteration 8Q (12391.100000 sec): 3 clusters
  Score: Raw -192404.745956 + Penalty 3495.568542 = -188909.177414
  nChanged 15
		SP:Iteration 9Q (12391.270000 sec): 3 clusters
  Score: Raw -192432.623353 + Penalty 3495.568542 = -188937.054812
  nChanged 23
		SP:Iteration 10Q (12391.430000 sec): 3 clusters
  Score: Raw -192481.116923 + Penalty 3495.568542 = -188985.548382
  nChanged 29
		SP:Iteration 11Q (12391.600000 sec): 3 clusters
  Score: Raw -192521.086257 + Penalty 3495.568542 = -189025.517716
  nChanged 18
		SP:Iteration 12Q (12391.760000 sec): 3 clusters
  Score: Raw -192543.495447 + Penalty 3495.568542 = -189047.926905
  nChanged 19
		SP:Iteration 13Q (12391.920000 sec): 3 clusters
  Score: Raw -192570.238341 + Penalty 3495.568542 = -189074.669799
  nChanged 14
		SP:Iteration 14Q (12392.080000 sec): 3 clusters
  Score: Raw -192589.928319 + Penalty 3495.568542 = -189094.359778
  nChanged 21
		SP:Iteration 15Q (12392.240000 sec): 3 clusters
  Score: Raw -192631.960852 + Penalty 3495.568542 = -189136.392310
  nChanged 23
		SP:Iteration 16Q (12392.400000 sec): 3 clusters
  Score: Raw -192674.337624 + Penalty 3495.568542 = -189178.769082
  nChanged 17
		SP:Iteration 17Q (12392.560000 sec): 3 clusters
  Score: Raw -192695.757620 + Penalty 3495.568542 = -189200.189078
  nChanged 12
		SP:Iteration 18Q (12392.720000 sec): 3 clusters
  Score: Raw -192707.358291 + Penalty 3495.568542 = -189211.789749
  nChanged 7
		SP:Iteration 19Q (12392.870000 sec): 3 clusters
  Score: Raw -192719.126771 + Penalty 3495.568542 = -189223.558229
  nChanged 7
		SP:Iteration 20F (12393.030000 sec): 3 clusters
  Score: Raw -192727.613516 + Penalty 3495.568542 = -189232.044974
  nChanged 9
		SP:Iteration 21Q (12393.190000 sec): 3 clusters
  Score: Raw -192744.379175 + Penalty 3495.568542 = -189248.810634
  nChanged 9
		SP:Iteration 22Q (12393.350000 sec): 3 clusters
  Score: Raw -192758.098123 + Penalty 3495.568542 = -189262.529581
  nChanged 11
		SP:Iteration 23Q (12393.510000 sec): 3 clusters
  Score: Raw -192772.903173 + Penalty 3495.568542 = -189277.334631
  nChanged 9
		SP:Iteration 24Q (12393.670000 sec): 3 clusters
  Score: Raw -192782.013246 + Penalty 3495.568542 = -189286.444704
  nChanged 8
		SP:Iteration 25Q (12393.830000 sec): 3 clusters
  Score: Raw -192794.457750 + Penalty 3495.568542 = -189298.889208
  nChanged 7
		SP:Iteration 26Q (12393.990000 sec): 3 clusters
  Score: Raw -192805.807839 + Penalty 3495.568542 = -189310.239297
  nChanged 7
		SP:Iteration 27Q (12394.150000 sec): 3 clusters
  Score: Raw -192815.208516 + Penalty 3495.568542 = -189319.639974
  nChanged 6
		SP:Iteration 28Q (12394.310000 sec): 3 clusters
  Score: Raw -192825.800185 + Penalty 3495.568542 = -189330.231643
  nChanged 8
		SP:Iteration 29Q (12394.470000 sec): 3 clusters
  Score: Raw -192834.044624 + Penalty 3495.568542 = -189338.476082
  nChanged 4
		SP:Iteration 30Q (12394.630000 sec): 3 clusters
  Score: Raw -192838.272632 + Penalty 3495.568542 = -189342.704090
  nChanged 1
		SP:Iteration 31Q (12394.790000 sec): 3 clusters
  Score: Raw -192839.129071 + Penalty 3495.568542 = -189343.560529
  nChanged 0
		SP:Iteration 32F (12394.960000 sec): 3 clusters
  Score: Raw -192839.129071 + Penalty 3495.568542 = -189343.560529
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12395.040000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12395.200000 sec): 3 clusters
  Score: Raw -20980.790465 + Penalty 2458.090221 = -18522.700244
  nChanged 5
		SP:Iteration 1Q (12395.370000 sec): 3 clusters
  Score: Raw -20997.311777 + Penalty 2458.090221 = -18539.221556
  nChanged 1
		SP:Iteration 2Q (12395.530000 sec): 3 clusters
  Score: Raw -21014.839558 + Penalty 2458.090221 = -18556.749337
  nChanged 0
		SP:Iteration 3F (12395.690000 sec): 3 clusters
  Score: Raw -21014.839558 + Penalty 2458.090221 = -18556.749337
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12395.770000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12395.940000 sec): 3 clusters
  Score: Raw -52795.691397 + Penalty 2857.977486 = -49937.713912
  nChanged 31
		SP:Iteration 1F (12396.100000 sec): 3 clusters
  Score: Raw -52893.598683 + Penalty 2857.977486 = -50035.621197
  nChanged 9
		SP:Iteration 2Q (12396.270000 sec): 3 clusters
  Score: Raw -52926.479101 + Penalty 2857.977486 = -50068.501615
  nChanged 4
		SP:Iteration 3Q (12396.430000 sec): 3 clusters
  Score: Raw -52939.960463 + Penalty 2857.977486 = -50081.982977
  nChanged 0
		SP:Iteration 4F (12396.590000 sec): 3 clusters
  Score: Raw -52939.960463 + Penalty 2857.977486 = -50081.982977
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12396.670000 sec): 2 clusters
  Score: Raw -19072.593341 + Penalty 1252.364290 = -17820.229051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12396.830000 sec): 3 clusters
  Score: Raw -19506.408255 + Penalty 2504.728580 = -17001.679675
  nChanged 18
		SP:Iteration 1F (12397.000000 sec): 3 clusters
  Score: Raw -19754.645700 + Penalty 2504.728580 = -17249.917121
  nChanged 9
		SP:Iteration 2F (12397.160000 sec): 3 clusters
  Score: Raw -19980.397346 + Penalty 2504.728580 = -17475.668767
  nChanged 4
		SP:Iteration 3Q (12397.330000 sec): 3 clusters
  Score: Raw -20125.191672 + Penalty 2504.728580 = -17620.463093
  nChanged 2
		SP:Iteration 4Q (12397.490000 sec): 3 clusters
  Score: Raw -20164.922733 + Penalty 2504.728580 = -17660.194153
  nChanged 1
		SP:Iteration 5Q (12397.650000 sec): 3 clusters
  Score: Raw -20186.309212 + Penalty 2504.728580 = -17681.580632
  nChanged 1
		SP:Iteration 6Q (12397.800000 sec): 3 clusters
  Score: Raw -20195.140899 + Penalty 2504.728580 = -17690.412319
  nChanged 0
		SP:Iteration 7F (12397.940000 sec): 3 clusters
  Score: Raw -20195.299678 + Penalty 2504.728580 = -17690.571098
  nChanged 1
		SP:Iteration 8Q (12398.100000 sec): 3 clusters
  Score: Raw -20226.590928 + Penalty 2504.728580 = -17721.862348
  nChanged 0
		SP:Iteration 9F (12398.260000 sec): 3 clusters
  Score: Raw -20226.590928 + Penalty 2504.728580 = -17721.862348
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12398.320000 sec): 2 clusters
  Score: Raw -151219.379012 + Penalty 1691.093168 = -149528.285844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12398.470000 sec): 3 clusters
  Score: Raw -151074.034295 + Penalty 3382.186336 = -147691.847958
  nChanged 255
		SP:Iteration 1F (12398.620000 sec): 3 clusters
  Score: Raw -151516.709029 + Penalty 3382.186336 = -148134.522693
  nChanged 111
		SP:Iteration 2F (12398.800000 sec): 3 clusters
  Score: Raw -151794.102026 + Penalty 3382.186336 = -148411.915689
  nChanged 75
		SP:Iteration 3F (12398.970000 sec): 3 clusters
  Score: Raw -151992.914454 + Penalty 3382.186336 = -148610.728118
  nChanged 45
		SP:Iteration 4Q (12399.150000 sec): 3 clusters
  Score: Raw -152173.460959 + Penalty 3382.186336 = -148791.274622
  nChanged 36
		SP:Iteration 5Q (12399.350000 sec): 3 clusters
  Score: Raw -152346.944532 + Penalty 3382.186336 = -148964.758195
  nChanged 43
		SP:Iteration 6Q (12399.570000 sec): 3 clusters
  Score: Raw -152494.727190 + Penalty 3382.186336 = -149112.540853
  nChanged 36
		SP:Iteration 7Q (12399.690000 sec): 3 clusters
  Score: Raw -152607.119537 + Penalty 3382.186336 = -149224.933200
  nChanged 25
		SP:Iteration 8Q (12399.830000 sec): 3 clusters
  Score: Raw -152686.316215 + Penalty 3382.186336 = -149304.129879
  nChanged 25
		SP:Iteration 9Q (12400.000000 sec): 3 clusters
  Score: Raw -152750.692406 + Penalty 3382.186336 = -149368.506069
  nChanged 17
		SP:Iteration 10Q (12400.130000 sec): 3 clusters
  Score: Raw -152791.178541 + Penalty 3382.186336 = -149408.992205
  nChanged 17
		SP:Iteration 11Q (12400.270000 sec): 3 clusters
  Score: Raw -152830.885512 + Penalty 3382.186336 = -149448.699176
  nChanged 14
		SP:Iteration 12Q (12400.380000 sec): 3 clusters
  Score: Raw -152867.893529 + Penalty 3382.186336 = -149485.707193
  nChanged 8
		SP:Iteration 13Q (12400.520000 sec): 3 clusters
  Score: Raw -152888.920417 + Penalty 3382.186336 = -149506.734080
  nChanged 6
		SP:Iteration 14Q (12400.700000 sec): 3 clusters
  Score: Raw -152902.736204 + Penalty 3382.186336 = -149520.549868
  nChanged 5
		SP:Iteration 15Q (12400.840000 sec): 3 clusters
  Score: Raw -152914.354699 + Penalty 3382.186336 = -149532.168362
  nChanged 6
		SP:Iteration 16Q (12400.960000 sec): 3 clusters
  Score: Raw -152931.687692 + Penalty 3382.186336 = -149549.501356
  nChanged 7
		SP:Iteration 17Q (12401.130000 sec): 3 clusters
  Score: Raw -152942.906952 + Penalty 3382.186336 = -149560.720616
  nChanged 1
		SP:Iteration 18Q (12401.220000 sec): 3 clusters
  Score: Raw -152946.814292 + Penalty 3382.186336 = -149564.627956
  nChanged 3
		SP:Iteration 19Q (12401.350000 sec): 3 clusters
  Score: Raw -152952.701633 + Penalty 3382.186336 = -149570.515297
  nChanged 1
		SP:Iteration 20F (12401.470000 sec): 3 clusters
  Score: Raw -152957.619325 + Penalty 3382.186336 = -149575.432988
  nChanged 2
		SP:Iteration 21Q (12401.670000 sec): 3 clusters
  Score: Raw -152960.501648 + Penalty 3382.186336 = -149578.315311
  nChanged 1
		SP:Iteration 22Q (12401.760000 sec): 3 clusters
  Score: Raw -152962.091157 + Penalty 3382.186336 = -149579.904821
  nChanged 1
		SP:Iteration 23Q (12401.930000 sec): 3 clusters
  Score: Raw -152962.827353 + Penalty 3382.186336 = -149580.641017
  nChanged 0
		SP:Iteration 24F (12402.070000 sec): 3 clusters
  Score: Raw -152962.827353 + Penalty 3382.186336 = -149580.641017
  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 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12402.200000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12402.290000 sec): 3 clusters
  Score: Raw -95250.976829 + Penalty 3168.726457 = -92082.250371
  nChanged 111
		SP:Iteration 1F (12402.430000 sec): 3 clusters
  Score: Raw -95573.018057 + Penalty 3168.726457 = -92404.291600
  nChanged 49
		SP:Iteration 2F (12402.560000 sec): 3 clusters
  Score: Raw -95703.939999 + Penalty 3168.726457 = -92535.213542
  nChanged 24
		SP:Iteration 3Q (12402.760000 sec): 3 clusters
  Score: Raw -95749.220061 + Penalty 3168.726457 = -92580.493604
  nChanged 15
		SP:Iteration 4Q (12402.930000 sec): 3 clusters
  Score: Raw -95776.575192 + Penalty 3168.726457 = -92607.848735
  nChanged 4
		SP:Iteration 5Q (12403.060000 sec): 3 clusters
  Score: Raw -95783.686227 + Penalty 3168.726457 = -92614.959770
  nChanged 2
		SP:Iteration 6Q (12403.210000 sec): 3 clusters
  Score: Raw -95790.502609 + Penalty 3168.726457 = -92621.776152
  nChanged 2
		SP:Iteration 7Q (12403.350000 sec): 3 clusters
  Score: Raw -95792.569144 + Penalty 3168.726457 = -92623.842687
  nChanged 3
		SP:Iteration 8Q (12403.530000 sec): 3 clusters
  Score: Raw -95796.558338 + Penalty 3168.726457 = -92627.831881
  nChanged 4
		SP:Iteration 9Q (12403.690000 sec): 3 clusters
  Score: Raw -95805.961815 + Penalty 3168.726457 = -92637.235357
  nChanged 1
		SP:Iteration 10Q (12403.880000 sec): 3 clusters
  Score: Raw -95807.396082 + Penalty 3168.726457 = -92638.669625
  nChanged 4
		SP:Iteration 11Q (12403.980000 sec): 3 clusters
  Score: Raw -95819.000781 + Penalty 3168.726457 = -92650.274324
  nChanged 5
		SP:Iteration 12Q (12404.150000 sec): 3 clusters
  Score: Raw -95830.958763 + Penalty 3168.726457 = -92662.232305
  nChanged 5
		SP:Iteration 13Q (12404.320000 sec): 3 clusters
  Score: Raw -95841.780811 + Penalty 3168.726457 = -92673.054354
  nChanged 5
		SP:Iteration 14Q (12404.540000 sec): 3 clusters
  Score: Raw -95849.237332 + Penalty 3168.726457 = -92680.510874
  nChanged 4
		SP:Iteration 15Q (12404.710000 sec): 3 clusters
  Score: Raw -95855.585073 + Penalty 3168.726457 = -92686.858616
  nChanged 6
		SP:Iteration 16Q (12404.850000 sec): 3 clusters
  Score: Raw -95866.333306 + Penalty 3168.726457 = -92697.606849
  nChanged 5
		SP:Iteration 17Q (12405.010000 sec): 3 clusters
  Score: Raw -95874.696177 + Penalty 3168.726457 = -92705.969720
  nChanged 4
		SP:Iteration 18Q (12405.110000 sec): 3 clusters
  Score: Raw -95881.250481 + Penalty 3168.726457 = -92712.524023
  nChanged 3
		SP:Iteration 19Q (12405.260000 sec): 3 clusters
  Score: Raw -95886.240360 + Penalty 3168.726457 = -92717.513903
  nChanged 2
		SP:Iteration 20F (12405.410000 sec): 3 clusters
  Score: Raw -95889.177507 + Penalty 3168.726457 = -92720.451050
  nChanged 3
		SP:Iteration 21Q (12405.570000 sec): 3 clusters
  Score: Raw -95899.422929 + Penalty 3168.726457 = -92730.696472
  nChanged 3
		SP:Iteration 22Q (12405.710000 sec): 3 clusters
  Score: Raw -95912.642884 + Penalty 3168.726457 = -92743.916427
  nChanged 3
		SP:Iteration 23Q (12405.870000 sec): 3 clusters
  Score: Raw -95922.569674 + Penalty 3168.726457 = -92753.843216
  nChanged 2
		SP:Iteration 24Q (12406.000000 sec): 3 clusters
  Score: Raw -95928.829261 + Penalty 3168.726457 = -92760.102804
  nChanged 2
		SP:Iteration 25Q (12406.110000 sec): 3 clusters
  Score: Raw -95933.150231 + Penalty 3168.726457 = -92764.423774
  nChanged 2
		SP:Iteration 26Q (12406.290000 sec): 3 clusters
  Score: Raw -95939.560436 + Penalty 3168.726457 = -92770.833979
  nChanged 1
		SP:Iteration 27Q (12406.450000 sec): 3 clusters
  Score: Raw -95941.617458 + Penalty 3168.726457 = -92772.891000
  nChanged 0
		SP:Iteration 28F (12406.640000 sec): 3 clusters
  Score: Raw -95941.617458 + Penalty 3168.726457 = -92772.891000
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12406.720000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12406.850000 sec): 3 clusters
  Score: Raw -43711.927270 + Penalty 2787.718829 = -40924.208441
  nChanged 49
		SP:Iteration 1F (12407.010000 sec): 3 clusters
  Score: Raw -43863.756388 + Penalty 2787.718829 = -41076.037559
  nChanged 13
		SP:Iteration 2Q (12407.130000 sec): 3 clusters
  Score: Raw -43930.685943 + Penalty 2787.718829 = -41142.967113
  nChanged 10
		SP:Iteration 3Q (12407.260000 sec): 3 clusters
  Score: Raw -43971.807291 + Penalty 2787.718829 = -41184.088462
  nChanged 3
		SP:Iteration 4Q (12407.370000 sec): 3 clusters
  Score: Raw -43995.771667 + Penalty 2787.718829 = -41208.052838
  nChanged 2
		SP:Iteration 5Q (12407.550000 sec): 3 clusters
  Score: Raw -44025.723708 + Penalty 2787.718829 = -41238.004879
  nChanged 5
		SP:Iteration 6Q (12407.670000 sec): 3 clusters
  Score: Raw -44054.669925 + Penalty 2787.718829 = -41266.951096
  nChanged 5
		SP:Iteration 7Q (12407.800000 sec): 3 clusters
  Score: Raw -44080.700454 + Penalty 2787.718829 = -41292.981624
  nChanged 5
		SP:Iteration 8Q (12408.010000 sec): 3 clusters
  Score: Raw -44200.238304 + Penalty 2787.718829 = -41412.519474
  nChanged 7
		SP:Iteration 9Q (12408.150000 sec): 3 clusters
  Score: Raw -44230.826448 + Penalty 2787.718829 = -41443.107619
  nChanged 1
		SP:Iteration 10Q (12408.380000 sec): 3 clusters
  Score: Raw -44245.706842 + Penalty 2787.718829 = -41457.988013
  nChanged 0
		SP:Iteration 11F (12408.550000 sec): 3 clusters
  Score: Raw -44245.706842 + Penalty 2787.718829 = -41457.988013
  nChanged 0
Deleting Class 55 (443 points): Lose 3091.709105 but Gain 3262.464713
Iteration 226F (12486.850000 sec): 58 clusters
  Score: Raw -91389596.847812 + Penalty 185960.488658 = -91203636.359154
  nChanged 419
Iteration 227F (12564.600000 sec): 58 clusters
  Score: Raw -91390791.404175 + Penalty 185960.488658 = -91204830.915517
  nChanged 34
Iteration 228Q (12613.440000 sec): 58 clusters
  Score: Raw -91390833.328696 + Penalty 185960.488658 = -91204872.840037
  nChanged 7
Iteration 229Q (12667.260000 sec): 58 clusters
  Score: Raw -91390843.708701 + Penalty 185960.488658 = -91204883.220043
  nChanged 2
Iteration 230Q (12707.930000 sec): 58 clusters
  Score: Raw -91390847.726814 + Penalty 185960.488658 = -91204887.238156
  nChanged 0
Iteration 231F (12787.200000 sec): 58 clusters
  Score: Raw -91390847.726814 + Penalty 185960.488658 = -91204887.238156
  nChanged 0
Compute initial score before splitting:   Score: Raw -91390847.726814 + Penalty 185960.488658 = -91204887.238156
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12787.280000 sec): 2 clusters
  Score: Raw -47036.673828 + Penalty 1465.877568 = -45570.796260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12787.440000 sec): 3 clusters
  Score: Raw -47189.891470 + Penalty 2931.755135 = -44258.136335
  nChanged 48
		SP:Iteration 1F (12787.570000 sec): 3 clusters
  Score: Raw -47324.061960 + Penalty 2931.755135 = -44392.306824
  nChanged 18
		SP:Iteration 2Q (12787.760000 sec): 3 clusters
  Score: Raw -47384.857103 + Penalty 2931.755135 = -44453.101967
  nChanged 12
		SP:Iteration 3Q (12787.900000 sec): 3 clusters
  Score: Raw -47422.821266 + Penalty 2931.755135 = -44491.066130
  nChanged 14
		SP:Iteration 4Q (12788.060000 sec): 3 clusters
  Score: Raw -47507.551751 + Penalty 2931.755135 = -44575.796615
  nChanged 7
		SP:Iteration 5Q (12788.260000 sec): 3 clusters
  Score: Raw -47537.098009 + Penalty 2931.755135 = -44605.342873
  nChanged 3
		SP:Iteration 6Q (12788.440000 sec): 3 clusters
  Score: Raw -47565.222024 + Penalty 2931.755135 = -44633.466889
  nChanged 3
		SP:Iteration 7Q (12788.570000 sec): 3 clusters
  Score: Raw -47574.698385 + Penalty 2931.755135 = -44642.943249
  nChanged 2
		SP:Iteration 8Q (12788.760000 sec): 3 clusters
  Score: Raw -47586.691593 + Penalty 2931.755135 = -44654.936458
  nChanged 1
		SP:Iteration 9Q (12788.980000 sec): 3 clusters
  Score: Raw -47588.454330 + Penalty 2931.755135 = -44656.699195
  nChanged 0
		SP:Iteration 10F (12789.180000 sec): 3 clusters
  Score: Raw -47588.454330 + Penalty 2931.755135 = -44656.699195
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12789.260000 sec): 2 clusters
  Score: Raw -76213.699147 + Penalty 1528.502071 = -74685.197076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12789.430000 sec): 3 clusters
  Score: Raw -76283.640139 + Penalty 3057.004143 = -73226.635997
  nChanged 87
		SP:Iteration 1F (12789.580000 sec): 3 clusters
  Score: Raw -76435.936082 + Penalty 3057.004143 = -73378.931939
  nChanged 19
		SP:Iteration 2Q (12789.690000 sec): 3 clusters
  Score: Raw -76474.204430 + Penalty 3057.004143 = -73417.200287
  nChanged 12
		SP:Iteration 3Q (12789.870000 sec): 3 clusters
  Score: Raw -76495.730148 + Penalty 3057.004143 = -73438.726006
  nChanged 6
		SP:Iteration 4Q (12790.010000 sec): 3 clusters
  Score: Raw -76507.878114 + Penalty 3057.004143 = -73450.873971
  nChanged 3
		SP:Iteration 5Q (12790.180000 sec): 3 clusters
  Score: Raw -76509.643366 + Penalty 3057.004143 = -73452.639223
  nChanged 0
		SP:Iteration 6F (12790.290000 sec): 3 clusters
  Score: Raw -76509.643366 + Penalty 3057.004143 = -73452.639223
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12790.400000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12790.630000 sec): 3 clusters
  Score: Raw -221754.944163 + Penalty 3514.607126 = -218240.337037
  nChanged 318
		SP:Iteration 1F (12790.780000 sec): 3 clusters
  Score: Raw -222035.013158 + Penalty 3514.607126 = -218520.406032
  nChanged 69
		SP:Iteration 2F (12790.880000 sec): 3 clusters
  Score: Raw -222115.196521 + Penalty 3514.607126 = -218600.589395
  nChanged 52
		SP:Iteration 3Q (12791.020000 sec): 3 clusters
  Score: Raw -222178.759687 + Penalty 3514.607126 = -218664.152561
  nChanged 31
		SP:Iteration 4Q (12791.140000 sec): 3 clusters
  Score: Raw -222234.672248 + Penalty 3514.607126 = -218720.065122
  nChanged 40
		SP:Iteration 5Q (12791.280000 sec): 3 clusters
  Score: Raw -222296.456399 + Penalty 3514.607126 = -218781.849273
  nChanged 39
		SP:Iteration 6Q (12791.420000 sec): 3 clusters
  Score: Raw -222340.998707 + Penalty 3514.607126 = -218826.391581
  nChanged 23
		SP:Iteration 7Q (12791.540000 sec): 3 clusters
  Score: Raw -222386.838607 + Penalty 3514.607126 = -218872.231481
  nChanged 32
		SP:Iteration 8Q (12791.710000 sec): 3 clusters
  Score: Raw -222426.604331 + Penalty 3514.607126 = -218911.997205
  nChanged 27
		SP:Iteration 9Q (12791.870000 sec): 3 clusters
  Score: Raw -222467.481867 + Penalty 3514.607126 = -218952.874741
  nChanged 26
		SP:Iteration 10Q (12792.000000 sec): 3 clusters
  Score: Raw -222515.523447 + Penalty 3514.607126 = -219000.916321
  nChanged 36
		SP:Iteration 11Q (12792.160000 sec): 3 clusters
  Score: Raw -222577.688937 + Penalty 3514.607126 = -219063.081811
  nChanged 26
		SP:Iteration 12Q (12792.320000 sec): 3 clusters
  Score: Raw -222630.913297 + Penalty 3514.607126 = -219116.306171
  nChanged 28
		SP:Iteration 13Q (12792.490000 sec): 3 clusters
  Score: Raw -222702.876518 + Penalty 3514.607126 = -219188.269392
  nChanged 29
		SP:Iteration 14Q (12792.660000 sec): 3 clusters
  Score: Raw -222789.070557 + Penalty 3514.607126 = -219274.463430
  nChanged 38
		SP:Iteration 15Q (12792.850000 sec): 3 clusters
  Score: Raw -222880.057453 + Penalty 3514.607126 = -219365.450327
  nChanged 35
		SP:Iteration 16Q (12792.990000 sec): 3 clusters
  Score: Raw -222948.360892 + Penalty 3514.607126 = -219433.753765
  nChanged 35
		SP:Iteration 17Q (12793.160000 sec): 3 clusters
  Score: Raw -223040.051309 + Penalty 3514.607126 = -219525.444183
  nChanged 29
		SP:Iteration 18Q (12793.320000 sec): 3 clusters
  Score: Raw -223106.144414 + Penalty 3514.607126 = -219591.537288
  nChanged 24
		SP:Iteration 19Q (12793.470000 sec): 3 clusters
  Score: Raw -223167.696870 + Penalty 3514.607126 = -219653.089744
  nChanged 18
		SP:Iteration 20F (12793.630000 sec): 3 clusters
  Score: Raw -223222.031311 + Penalty 3514.607126 = -219707.424185
  nChanged 24
		SP:Iteration 21Q (12793.790000 sec): 3 clusters
  Score: Raw -223292.909463 + Penalty 3514.607126 = -219778.302337
  nChanged 15
		SP:Iteration 22Q (12793.960000 sec): 3 clusters
  Score: Raw -223330.906640 + Penalty 3514.607126 = -219816.299514
  nChanged 8
		SP:Iteration 23Q (12794.120000 sec): 3 clusters
  Score: Raw -223345.625882 + Penalty 3514.607126 = -219831.018755
  nChanged 2
		SP:Iteration 24Q (12794.280000 sec): 3 clusters
  Score: Raw -223348.367555 + Penalty 3514.607126 = -219833.760428
  nChanged 0
		SP:Iteration 25F (12794.440000 sec): 3 clusters
  Score: Raw -223348.367555 + Penalty 3514.607126 = -219833.760428
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12794.520000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12794.680000 sec): 3 clusters
  Score: Raw -27107.079395 + Penalty 2547.356025 = -24559.723370
  nChanged 9
		SP:Iteration 1F (12794.840000 sec): 3 clusters
  Score: Raw -27163.206901 + Penalty 2547.356025 = -24615.850876
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12794.940000 sec): 2 clusters
  Score: Raw -907272.438159 + Penalty 2118.871110 = -905153.567048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12795.150000 sec): 3 clusters
  Score: Raw -904817.814436 + Penalty 4237.742221 = -900580.072215
  nChanged 1945
		SP:Iteration 1F (12795.300000 sec): 3 clusters
  Score: Raw -905961.991988 + Penalty 4237.742221 = -901724.249767
  nChanged 368
		SP:Iteration 2F (12795.490000 sec): 3 clusters
  Score: Raw -906193.474354 + Penalty 4237.742221 = -901955.732134
  nChanged 273
		SP:Iteration 3F (12795.670000 sec): 3 clusters
  Score: Raw -906363.670548 + Penalty 4237.742221 = -902125.928327
  nChanged 206
		SP:Iteration 4Q (12795.860000 sec): 3 clusters
  Score: Raw -906477.567987 + Penalty 4237.742221 = -902239.825766
  nChanged 168
		SP:Iteration 5Q (12796.050000 sec): 3 clusters
  Score: Raw -906581.508633 + Penalty 4237.742221 = -902343.766412
  nChanged 173
		SP:Iteration 6Q (12796.230000 sec): 3 clusters
  Score: Raw -906700.176128 + Penalty 4237.742221 = -902462.433907
  nChanged 163
		SP:Iteration 7Q (12796.450000 sec): 3 clusters
  Score: Raw -906844.958762 + Penalty 4237.742221 = -902607.216541
  nChanged 180
		SP:Iteration 8Q (12796.590000 sec): 3 clusters
  Score: Raw -907016.056969 + Penalty 4237.742221 = -902778.314748
  nChanged 185
		SP:Iteration 9Q (12796.790000 sec): 3 clusters
  Score: Raw -907186.408737 + Penalty 4237.742221 = -902948.666517
  nChanged 177
		SP:Iteration 10Q (12796.990000 sec): 3 clusters
  Score: Raw -907335.063619 + Penalty 4237.742221 = -903097.321399
  nChanged 169
		SP:Iteration 11Q (12797.150000 sec): 3 clusters
  Score: Raw -907471.693004 + Penalty 4237.742221 = -903233.950783
  nChanged 145
		SP:Iteration 12Q (12797.340000 sec): 3 clusters
  Score: Raw -907568.914341 + Penalty 4237.742221 = -903331.172120
  nChanged 121
		SP:Iteration 13Q (12797.540000 sec): 3 clusters
  Score: Raw -907650.296029 + Penalty 4237.742221 = -903412.553808
  nChanged 116
		SP:Iteration 14Q (12797.690000 sec): 3 clusters
  Score: Raw -907712.807157 + Penalty 4237.742221 = -903475.064936
  nChanged 88
		SP:Iteration 15Q (12797.850000 sec): 3 clusters
  Score: Raw -907757.411497 + Penalty 4237.742221 = -903519.669276
  nChanged 78
		SP:Iteration 16Q (12798.000000 sec): 3 clusters
  Score: Raw -907800.668262 + Penalty 4237.742221 = -903562.926041
  nChanged 69
		SP:Iteration 17Q (12798.190000 sec): 3 clusters
  Score: Raw -907833.753740 + Penalty 4237.742221 = -903596.011520
  nChanged 56
		SP:Iteration 18Q (12798.380000 sec): 3 clusters
  Score: Raw -907860.082140 + Penalty 4237.742221 = -903622.339920
  nChanged 48
		SP:Iteration 19Q (12798.570000 sec): 3 clusters
  Score: Raw -907883.252721 + Penalty 4237.742221 = -903645.510500
  nChanged 46
		SP:Iteration 20F (12798.710000 sec): 3 clusters
  Score: Raw -907902.889692 + Penalty 4237.742221 = -903665.147471
  nChanged 41
		SP:Iteration 21Q (12798.900000 sec): 3 clusters
  Score: Raw -907918.585306 + Penalty 4237.742221 = -903680.843085
  nChanged 28
		SP:Iteration 22Q (12799.050000 sec): 3 clusters
  Score: Raw -907932.902623 + Penalty 4237.742221 = -903695.160402
  nChanged 42
		SP:Iteration 23Q (12799.250000 sec): 3 clusters
  Score: Raw -907955.194625 + Penalty 4237.742221 = -903717.452405
  nChanged 35
		SP:Iteration 24Q (12799.450000 sec): 3 clusters
  Score: Raw -907976.070242 + Penalty 4237.742221 = -903738.328021
  nChanged 44
		SP:Iteration 25Q (12799.630000 sec): 3 clusters
  Score: Raw -908000.883751 + Penalty 4237.742221 = -903763.141530
  nChanged 45
		SP:Iteration 26Q (12799.780000 sec): 3 clusters
  Score: Raw -908030.947696 + Penalty 4237.742221 = -903793.205475
  nChanged 63
		SP:Iteration 27Q (12799.970000 sec): 3 clusters
  Score: Raw -908070.012262 + Penalty 4237.742221 = -903832.270042
  nChanged 53
		SP:Iteration 28Q (12800.120000 sec): 3 clusters
  Score: Raw -908099.491377 + Penalty 4237.742221 = -903861.749157
  nChanged 49
		SP:Iteration 29Q (12800.310000 sec): 3 clusters
  Score: Raw -908127.457124 + Penalty 4237.742221 = -903889.714904
  nChanged 50
		SP:Iteration 30Q (12800.490000 sec): 3 clusters
  Score: Raw -908152.142753 + Penalty 4237.742221 = -903914.400533
  nChanged 34
		SP:Iteration 31Q (12800.680000 sec): 3 clusters
  Score: Raw -908175.754139 + Penalty 4237.742221 = -903938.011918
  nChanged 52
		SP:Iteration 32Q (12800.870000 sec): 3 clusters
  Score: Raw -908209.130685 + Penalty 4237.742221 = -903971.388464
  nChanged 50
		SP:Iteration 33Q (12801.060000 sec): 3 clusters
  Score: Raw -908236.401415 + Penalty 4237.742221 = -903998.659194
  nChanged 40
		SP:Iteration 34Q (12801.240000 sec): 3 clusters
  Score: Raw -908257.809606 + Penalty 4237.742221 = -904020.067386
  nChanged 40
		SP:Iteration 35Q (12801.430000 sec): 3 clusters
  Score: Raw -908286.168188 + Penalty 4237.742221 = -904048.425967
  nChanged 40
		SP:Iteration 36Q (12801.610000 sec): 3 clusters
  Score: Raw -908315.604185 + Penalty 4237.742221 = -904077.861965
  nChanged 36
		SP:Iteration 37Q (12801.820000 sec): 3 clusters
  Score: Raw -908344.019533 + Penalty 4237.742221 = -904106.277312
  nChanged 36
		SP:Iteration 38Q (12801.980000 sec): 3 clusters
  Score: Raw -908368.817784 + Penalty 4237.742221 = -904131.075563
  nChanged 36
		SP:Iteration 39Q (12802.180000 sec): 3 clusters
  Score: Raw -908400.460517 + Penalty 4237.742221 = -904162.718296
  nChanged 39
		SP:Iteration 40F (12802.350000 sec): 3 clusters
  Score: Raw -908436.864890 + Penalty 4237.742221 = -904199.122669
  nChanged 42
		SP:Iteration 41Q (12802.480000 sec): 3 clusters
  Score: Raw -908476.171789 + Penalty 4237.742221 = -904238.429568
  nChanged 32
		SP:Iteration 42Q (12802.670000 sec): 3 clusters
  Score: Raw -908508.120726 + Penalty 4237.742221 = -904270.378505
  nChanged 40
		SP:Iteration 43Q (12802.830000 sec): 3 clusters
  Score: Raw -908546.254600 + Penalty 4237.742221 = -904308.512380
  nChanged 31
		SP:Iteration 44Q (12803.050000 sec): 3 clusters
  Score: Raw -908572.378527 + Penalty 4237.742221 = -904334.636306
  nChanged 25
		SP:Iteration 45Q (12803.200000 sec): 3 clusters
  Score: Raw -908590.155889 + Penalty 4237.742221 = -904352.413668
  nChanged 21
		SP:Iteration 46Q (12803.410000 sec): 3 clusters
  Score: Raw -908607.426429 + Penalty 4237.742221 = -904369.684209
  nChanged 16
		SP:Iteration 47Q (12803.610000 sec): 3 clusters
  Score: Raw -908618.148559 + Penalty 4237.742221 = -904380.406338
  nChanged 13
		SP:Iteration 48Q (12803.870000 sec): 3 clusters
  Score: Raw -908624.961793 + Penalty 4237.742221 = -904387.219572
  nChanged 8
		SP:Iteration 49Q (12804.160000 sec): 3 clusters
  Score: Raw -908628.935268 + Penalty 4237.742221 = -904391.193047
  nChanged 8
		SP:Iteration 50Q (12804.410000 sec): 3 clusters
  Score: Raw -908633.552554 + Penalty 4237.742221 = -904395.810334
  nChanged 10
		SP:Iteration 51Q (12804.650000 sec): 3 clusters
  Score: Raw -908639.775225 + Penalty 4237.742221 = -904402.033005
  nChanged 8
		SP:Iteration 52Q (12804.880000 sec): 3 clusters
  Score: Raw -908643.764501 + Penalty 4237.742221 = -904406.022280
  nChanged 8
		SP:Iteration 53Q (12805.040000 sec): 3 clusters
  Score: Raw -908648.927110 + Penalty 4237.742221 = -904411.184890
  nChanged 9
		SP:Iteration 54Q (12805.250000 sec): 3 clusters
  Score: Raw -908654.397681 + Penalty 4237.742221 = -904416.655461
  nChanged 12
		SP:Iteration 55Q (12805.430000 sec): 3 clusters
  Score: Raw -908661.747107 + Penalty 4237.742221 = -904424.004886
  nChanged 7
		SP:Iteration 56Q (12805.630000 sec): 3 clusters
  Score: Raw -908666.658252 + Penalty 4237.742221 = -904428.916031
  nChanged 6
		SP:Iteration 57Q (12805.850000 sec): 3 clusters
  Score: Raw -908671.508310 + Penalty 4237.742221 = -904433.766090
  nChanged 3
		SP:Iteration 58Q (12806.050000 sec): 3 clusters
  Score: Raw -908672.451928 + Penalty 4237.742221 = -904434.709708
  nChanged 1
		SP:Iteration 59Q (12806.210000 sec): 3 clusters
  Score: Raw -908672.863124 + Penalty 4237.742221 = -904435.120903
  nChanged 1
		SP:Iteration 60F (12806.410000 sec): 3 clusters
  Score: Raw -908673.270581 + Penalty 4237.742221 = -904435.528360
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12806.500000 sec): 2 clusters
  Score: Raw -59691.852660 + Penalty 1497.391988 = -58194.460672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12806.700000 sec): 3 clusters
  Score: Raw -59874.587985 + Penalty 2994.783976 = -56879.804009
  nChanged 89
		SP:Iteration 1F (12806.910000 sec): 3 clusters
  Score: Raw -60138.460321 + Penalty 2994.783976 = -57143.676345
  nChanged 34
		SP:Iteration 2F (12807.050000 sec): 3 clusters
  Score: Raw -60290.802646 + Penalty 2994.783976 = -57296.018670
  nChanged 23
		SP:Iteration 3F (12807.190000 sec): 3 clusters
  Score: Raw -60378.005887 + Penalty 2994.783976 = -57383.221911
  nChanged 23
		SP:Iteration 4F (12807.370000 sec): 3 clusters
  Score: Raw -60568.431977 + Penalty 2994.783976 = -57573.648001
  nChanged 9
		SP:Iteration 5Q (12807.540000 sec): 3 clusters
  Score: Raw -60731.419839 + Penalty 2994.783976 = -57736.635863
  nChanged 9
		SP:Iteration 6Q (12807.720000 sec): 3 clusters
  Score: Raw -60825.440501 + Penalty 2994.783976 = -57830.656525
  nChanged 7
		SP:Iteration 7Q (12807.890000 sec): 3 clusters
  Score: Raw -60849.900947 + Penalty 2994.783976 = -57855.116971
  nChanged 7
		SP:Iteration 8Q (12808.070000 sec): 3 clusters
  Score: Raw -60876.045504 + Penalty 2994.783976 = -57881.261528
  nChanged 2
		SP:Iteration 9Q (12808.240000 sec): 3 clusters
  Score: Raw -60889.304367 + Penalty 2994.783976 = -57894.520391
  nChanged 2
		SP:Iteration 10Q (12808.400000 sec): 3 clusters
  Score: Raw -60895.985921 + Penalty 2994.783976 = -57901.201944
  nChanged 1
		SP:Iteration 11Q (12808.560000 sec): 3 clusters
  Score: Raw -60898.229027 + Penalty 2994.783976 = -57903.445051
  nChanged 1
		SP:Iteration 12Q (12808.720000 sec): 3 clusters
  Score: Raw -60900.748314 + Penalty 2994.783976 = -57905.964338
  nChanged 0
		SP:Iteration 13F (12808.890000 sec): 3 clusters
  Score: Raw -60909.348220 + Penalty 2994.783976 = -57914.564244
  nChanged 1
		SP:Iteration 14Q (12809.050000 sec): 3 clusters
  Score: Raw -60970.310837 + Penalty 2994.783976 = -57975.526860
  nChanged 1
		SP:Iteration 15Q (12809.220000 sec): 3 clusters
  Score: Raw -60995.526081 + Penalty 2994.783976 = -58000.742105
  nChanged 6
		SP:Iteration 16Q (12809.390000 sec): 3 clusters
  Score: Raw -61020.073611 + Penalty 2994.783976 = -58025.289635
  nChanged 4
		SP:Iteration 17Q (12809.520000 sec): 3 clusters
  Score: Raw -61033.314736 + Penalty 2994.783976 = -58038.530760
  nChanged 1
		SP:Iteration 18Q (12809.670000 sec): 3 clusters
  Score: Raw -61036.022831 + Penalty 2994.783976 = -58041.238855
  nChanged 0
		SP:Iteration 19F (12809.840000 sec): 3 clusters
  Score: Raw -61036.022831 + Penalty 2994.783976 = -58041.238855
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12809.920000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12810.100000 sec): 3 clusters
  Score: Raw -280265.076856 + Penalty 3634.904927 = -276630.171929
  nChanged 439
		SP:Iteration 1F (12810.260000 sec): 3 clusters
  Score: Raw -280638.469929 + Penalty 3634.904927 = -277003.565002
  nChanged 125
		SP:Iteration 2F (12810.390000 sec): 3 clusters
  Score: Raw -280746.552148 + Penalty 3634.904927 = -277111.647221
  nChanged 54
		SP:Iteration 3Q (12810.520000 sec): 3 clusters
  Score: Raw -280808.536728 + Penalty 3634.904927 = -277173.631800
  nChanged 40
		SP:Iteration 4Q (12810.720000 sec): 3 clusters
  Score: Raw -280858.574042 + Penalty 3634.904927 = -277223.669115
  nChanged 39
		SP:Iteration 5Q (12810.860000 sec): 3 clusters
  Score: Raw -280906.301054 + Penalty 3634.904927 = -277271.396127
  nChanged 33
		SP:Iteration 6Q (12810.990000 sec): 3 clusters
  Score: Raw -280941.099748 + Penalty 3634.904927 = -277306.194821
  nChanged 22
		SP:Iteration 7Q (12811.130000 sec): 3 clusters
  Score: Raw -280963.818487 + Penalty 3634.904927 = -277328.913560
  nChanged 21
		SP:Iteration 8Q (12811.270000 sec): 3 clusters
  Score: Raw -280981.478081 + Penalty 3634.904927 = -277346.573154
  nChanged 13
		SP:Iteration 9Q (12811.420000 sec): 3 clusters
  Score: Raw -280993.113658 + Penalty 3634.904927 = -277358.208731
  nChanged 9
		SP:Iteration 10Q (12811.610000 sec): 3 clusters
  Score: Raw -281000.513908 + Penalty 3634.904927 = -277365.608981
  nChanged 7
		SP:Iteration 11Q (12811.770000 sec): 3 clusters
  Score: Raw -281007.496640 + Penalty 3634.904927 = -277372.591713
  nChanged 7
		SP:Iteration 12Q (12811.990000 sec): 3 clusters
  Score: Raw -281012.990317 + Penalty 3634.904927 = -277378.085390
  nChanged 8
		SP:Iteration 13Q (12812.160000 sec): 3 clusters
  Score: Raw -281020.213601 + Penalty 3634.904927 = -277385.308674
  nChanged 3
		SP:Iteration 14Q (12812.270000 sec): 3 clusters
  Score: Raw -281023.146688 + Penalty 3634.904927 = -277388.241761
  nChanged 4
		SP:Iteration 15Q (12812.460000 sec): 3 clusters
  Score: Raw -281026.402248 + Penalty 3634.904927 = -277391.497321
  nChanged 4
		SP:Iteration 16Q (12812.610000 sec): 3 clusters
  Score: Raw -281029.110374 + Penalty 3634.904927 = -277394.205447
  nChanged 1
		SP:Iteration 17Q (12812.800000 sec): 3 clusters
  Score: Raw -281029.700542 + Penalty 3634.904927 = -277394.795615
  nChanged 2
		SP:Iteration 18Q (12812.920000 sec): 3 clusters
  Score: Raw -281031.004285 + Penalty 3634.904927 = -277396.099358
  nChanged 1
		SP:Iteration 19Q (12813.010000 sec): 3 clusters
  Score: Raw -281032.071780 + Penalty 3634.904927 = -277397.166853
  nChanged 2
		SP:Iteration 20F (12813.160000 sec): 3 clusters
  Score: Raw -281033.787673 + Penalty 3634.904927 = -277398.882746
  nChanged 2
		SP:Iteration 21Q (12813.300000 sec): 3 clusters
  Score: Raw -281035.134795 + Penalty 3634.904927 = -277400.229868
  nChanged 2
		SP:Iteration 22Q (12813.450000 sec): 3 clusters
  Score: Raw -281036.728691 + Penalty 3634.904927 = -277401.823764
  nChanged 1
		SP:Iteration 23Q (12813.590000 sec): 3 clusters
  Score: Raw -281037.306259 + Penalty 3634.904927 = -277402.401332
  nChanged 1
		SP:Iteration 24Q (12813.740000 sec): 3 clusters
  Score: Raw -281037.871083 + Penalty 3634.904927 = -277402.966156
  nChanged 0
		SP:Iteration 25F (12813.870000 sec): 3 clusters
  Score: Raw -281037.871083 + Penalty 3634.904927 = -277402.966156
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12813.970000 sec): 2 clusters
  Score: Raw -27693.636803 + Penalty 1372.280593 = -26321.356210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12814.060000 sec): 3 clusters
  Score: Raw -27888.828524 + Penalty 2744.561186 = -25144.267337
  nChanged 40
		SP:Iteration 1F (12814.200000 sec): 3 clusters
  Score: Raw -28040.808522 + Penalty 2744.561186 = -25296.247336
  nChanged 10
		SP:Iteration 2Q (12814.340000 sec): 3 clusters
  Score: Raw -28089.865716 + Penalty 2744.561186 = -25345.304530
  nChanged 2
		SP:Iteration 3Q (12814.480000 sec): 3 clusters
  Score: Raw -28094.610420 + Penalty 2744.561186 = -25350.049234
  nChanged 2
		SP:Iteration 4Q (12814.600000 sec): 3 clusters
  Score: Raw -28098.483477 + Penalty 2744.561186 = -25353.922290
  nChanged 1
		SP:Iteration 5Q (12814.760000 sec): 3 clusters
  Score: Raw -28099.031873 + Penalty 2744.561186 = -25354.470686
  nChanged 0
		SP:Iteration 6F (12814.890000 sec): 3 clusters
  Score: Raw -28099.031873 + Penalty 2744.561186 = -25354.470686
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12815.000000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12815.190000 sec): 3 clusters
  Score: Raw -218595.883945 + Penalty 3502.847050 = -215093.036895
  nChanged 306
		SP:Iteration 1F (12815.300000 sec): 3 clusters
  Score: Raw -218917.586376 + Penalty 3502.847050 = -215414.739326
  nChanged 83
		SP:Iteration 2F (12815.440000 sec): 3 clusters
  Score: Raw -219019.227243 + Penalty 3502.847050 = -215516.380193
  nChanged 41
		SP:Iteration 3Q (12815.580000 sec): 3 clusters
  Score: Raw -219064.115553 + Penalty 3502.847050 = -215561.268504
  nChanged 26
		SP:Iteration 4Q (12815.760000 sec): 3 clusters
  Score: Raw -219097.637184 + Penalty 3502.847050 = -215594.790135
  nChanged 18
		SP:Iteration 5Q (12815.900000 sec): 3 clusters
  Score: Raw -219120.924592 + Penalty 3502.847050 = -215618.077543
  nChanged 20
		SP:Iteration 6Q (12816.040000 sec): 3 clusters
  Score: Raw -219154.070874 + Penalty 3502.847050 = -215651.223824
  nChanged 25
		SP:Iteration 7Q (12816.170000 sec): 3 clusters
  Score: Raw -219203.483551 + Penalty 3502.847050 = -215700.636501
  nChanged 31
		SP:Iteration 8Q (12816.320000 sec): 3 clusters
  Score: Raw -219277.812351 + Penalty 3502.847050 = -215774.965301
  nChanged 32
		SP:Iteration 9Q (12816.500000 sec): 3 clusters
  Score: Raw -219350.599283 + Penalty 3502.847050 = -215847.752233
  nChanged 31
		SP:Iteration 10Q (12816.660000 sec): 3 clusters
  Score: Raw -219412.888021 + Penalty 3502.847050 = -215910.040972
  nChanged 39
		SP:Iteration 11Q (12816.780000 sec): 3 clusters
  Score: Raw -219502.380908 + Penalty 3502.847050 = -215999.533859
  nChanged 45
		SP:Iteration 12Q (12816.950000 sec): 3 clusters
  Score: Raw -219575.616936 + Penalty 3502.847050 = -216072.769887
  nChanged 35
		SP:Iteration 13Q (12817.170000 sec): 3 clusters
  Score: Raw -219633.375459 + Penalty 3502.847050 = -216130.528409
  nChanged 32
		SP:Iteration 14Q (12817.410000 sec): 3 clusters
  Score: Raw -219679.499210 + Penalty 3502.847050 = -216176.652161
  nChanged 26
		SP:Iteration 15Q (12817.570000 sec): 3 clusters
  Score: Raw -219721.236468 + Penalty 3502.847050 = -216218.389418
  nChanged 13
		SP:Iteration 16Q (12817.750000 sec): 3 clusters
  Score: Raw -219734.100174 + Penalty 3502.847050 = -216231.253124
  nChanged 7
		SP:Iteration 17Q (12817.940000 sec): 3 clusters
  Score: Raw -219741.755862 + Penalty 3502.847050 = -216238.908812
  nChanged 5
		SP:Iteration 18Q (12818.120000 sec): 3 clusters
  Score: Raw -219746.891634 + Penalty 3502.847050 = -216244.044585
  nChanged 7
		SP:Iteration 19Q (12818.300000 sec): 3 clusters
  Score: Raw -219755.120756 + Penalty 3502.847050 = -216252.273707
  nChanged 3
		SP:Iteration 20F (12818.420000 sec): 3 clusters
  Score: Raw -219758.754170 + Penalty 3502.847050 = -216255.907120
  nChanged 5
		SP:Iteration 21Q (12818.620000 sec): 3 clusters
  Score: Raw -219765.161555 + Penalty 3502.847050 = -216262.314505
  nChanged 4
		SP:Iteration 22Q (12818.780000 sec): 3 clusters
  Score: Raw -219770.451054 + Penalty 3502.847050 = -216267.604004
  nChanged 4
		SP:Iteration 23Q (12818.960000 sec): 3 clusters
  Score: Raw -219777.160691 + Penalty 3502.847050 = -216274.313641
  nChanged 4
		SP:Iteration 24Q (12819.140000 sec): 3 clusters
  Score: Raw -219779.861501 + Penalty 3502.847050 = -216277.014452
  nChanged 1
		SP:Iteration 25Q (12819.350000 sec): 3 clusters
  Score: Raw -219780.829682 + Penalty 3502.847050 = -216277.982632
  nChanged 1
		SP:Iteration 26Q (12819.470000 sec): 3 clusters
  Score: Raw -219781.697582 + Penalty 3502.847050 = -216278.850532
  nChanged 1
		SP:Iteration 27Q (12819.650000 sec): 3 clusters
  Score: Raw -219782.418412 + Penalty 3502.847050 = -216279.571362
  nChanged 0
		SP:Iteration 28F (12819.800000 sec): 3 clusters
  Score: Raw -219782.418412 + Penalty 3502.847050 = -216279.571362
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12819.890000 sec): 2 clusters
  Score: Raw -15707.862044 + Penalty 1165.719131 = -14542.142913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12820.080000 sec): 3 clusters
  Score: Raw -16064.567806 + Penalty 2331.438261 = -13733.129545
  nChanged 2
		SP:Iteration 1Q (12820.180000 sec): 3 clusters
  Score: Raw -16093.000052 + Penalty 2331.438261 = -13761.561791
  nChanged 0
		SP:Iteration 2F (12820.320000 sec): 3 clusters
  Score: Raw -16093.000052 + Penalty 2331.438261 = -13761.561791
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12820.410000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12820.540000 sec): 3 clusters
  Score: Raw -35253.795611 + Penalty 2681.957199 = -32571.838413
  nChanged 26
		SP:Iteration 1F (12820.670000 sec): 3 clusters
  Score: Raw -35368.945709 + Penalty 2681.957199 = -32686.988511
  nChanged 8
		SP:Iteration 2Q (12820.870000 sec): 3 clusters
  Score: Raw -35424.718766 + Penalty 2681.957199 = -32742.761567
  nChanged 2
		SP:Iteration 3Q (12820.990000 sec): 3 clusters
  Score: Raw -35452.970326 + Penalty 2681.957199 = -32771.013127
  nChanged 3
		SP:Iteration 4Q (12821.110000 sec): 3 clusters
  Score: Raw -35585.673749 + Penalty 2681.957199 = -32903.716550
  nChanged 6
		SP:Iteration 5Q (12821.240000 sec): 3 clusters
  Score: Raw -35615.246962 + Penalty 2681.957199 = -32933.289763
  nChanged 0
		SP:Iteration 6F (12821.370000 sec): 3 clusters
  Score: Raw -35615.246962 + Penalty 2681.957199 = -32933.289763
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12821.460000 sec): 2 clusters
  Score: Raw -50169.076272 + Penalty 1448.479131 = -48720.597141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12821.590000 sec): 3 clusters
  Score: Raw -50493.079282 + Penalty 2896.958262 = -47596.121020
  nChanged 70
		SP:Iteration 1F (12821.790000 sec): 3 clusters
  Score: Raw -50827.689487 + Penalty 2896.958262 = -47930.731224
  nChanged 26
		SP:Iteration 2F (12821.980000 sec): 3 clusters
  Score: Raw -50955.818457 + Penalty 2896.958262 = -48058.860195
  nChanged 16
		SP:Iteration 3Q (12822.190000 sec): 3 clusters
  Score: Raw -51054.793068 + Penalty 2896.958262 = -48157.834806
  nChanged 11
		SP:Iteration 4Q (12822.370000 sec): 3 clusters
  Score: Raw -51114.029272 + Penalty 2896.958262 = -48217.071010
  nChanged 8
		SP:Iteration 5Q (12822.600000 sec): 3 clusters
  Score: Raw -51151.363267 + Penalty 2896.958262 = -48254.405005
  nChanged 6
		SP:Iteration 6Q (12822.790000 sec): 3 clusters
  Score: Raw -51192.395219 + Penalty 2896.958262 = -48295.436957
  nChanged 4
		SP:Iteration 7Q (12822.970000 sec): 3 clusters
  Score: Raw -51226.522757 + Penalty 2896.958262 = -48329.564495
  nChanged 6
		SP:Iteration 8Q (12823.110000 sec): 3 clusters
  Score: Raw -51268.606781 + Penalty 2896.958262 = -48371.648519
  nChanged 1
		SP:Iteration 9Q (12823.280000 sec): 3 clusters
  Score: Raw -51270.963445 + Penalty 2896.958262 = -48374.005183
  nChanged 0
		SP:Iteration 10F (12823.450000 sec): 3 clusters
  Score: Raw -51270.963445 + Penalty 2896.958262 = -48374.005183
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12823.640000 sec): 2 clusters
  Score: Raw -2510704.579690 + Penalty 2359.379022 = -2508345.200668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12823.920000 sec): 3 clusters
  Score: Raw -2503188.192988 + Penalty 4718.758043 = -2498469.434945
  nChanged 5731
		SP:Iteration 1F (12824.140000 sec): 3 clusters
  Score: Raw -2506114.249728 + Penalty 4718.758043 = -2501395.491684
  nChanged 775
		SP:Iteration 2F (12824.440000 sec): 3 clusters
  Score: Raw -2506437.624432 + Penalty 4718.758043 = -2501718.866389
  nChanged 639
		SP:Iteration 3Q (12824.760000 sec): 3 clusters
  Score: Raw -2506643.995846 + Penalty 4718.758043 = -2501925.237803
  nChanged 499
		SP:Iteration 4Q (12825.100000 sec): 3 clusters
  Score: Raw -2506804.458758 + Penalty 4718.758043 = -2502085.700715
  nChanged 423
		SP:Iteration 5Q (12825.420000 sec): 3 clusters
  Score: Raw -2506955.885805 + Penalty 4718.758043 = -2502237.127761
  nChanged 447
		SP:Iteration 6Q (12825.680000 sec): 3 clusters
  Score: Raw -2507111.771549 + Penalty 4718.758043 = -2502393.013506
  nChanged 412
		SP:Iteration 7Q (12825.960000 sec): 3 clusters
  Score: Raw -2507253.017484 + Penalty 4718.758043 = -2502534.259440
  nChanged 404
		SP:Iteration 8Q (12826.240000 sec): 3 clusters
  Score: Raw -2507398.622401 + Penalty 4718.758043 = -2502679.864357
  nChanged 395
		SP:Iteration 9Q (12826.540000 sec): 3 clusters
  Score: Raw -2507553.619956 + Penalty 4718.758043 = -2502834.861912
  nChanged 385
		SP:Iteration 10Q (12826.830000 sec): 3 clusters
  Score: Raw -2507711.396567 + Penalty 4718.758043 = -2502992.638523
  nChanged 380
		SP:Iteration 11Q (12827.150000 sec): 3 clusters
  Score: Raw -2507884.289638 + Penalty 4718.758043 = -2503165.531594
  nChanged 411
		SP:Iteration 12Q (12827.440000 sec): 3 clusters
  Score: Raw -2508082.560184 + Penalty 4718.758043 = -2503363.802141
  nChanged 433
		SP:Iteration 13Q (12827.720000 sec): 3 clusters
  Score: Raw -2508317.132551 + Penalty 4718.758043 = -2503598.374507
  nChanged 464
		SP:Iteration 14Q (12828.070000 sec): 3 clusters
  Score: Raw -2508607.167424 + Penalty 4718.758043 = -2503888.409381
  nChanged 493
		SP:Iteration 15Q (12828.300000 sec): 3 clusters
  Score: Raw -2508902.035699 + Penalty 4718.758043 = -2504183.277655
  nChanged 468
		SP:Iteration 16Q (12828.580000 sec): 3 clusters
  Score: Raw -2509188.851460 + Penalty 4718.758043 = -2504470.093416
  nChanged 433
		SP:Iteration 17Q (12828.850000 sec): 3 clusters
  Score: Raw -2509448.036736 + Penalty 4718.758043 = -2504729.278692
  nChanged 389
		SP:Iteration 18Q (12829.120000 sec): 3 clusters
  Score: Raw -2509677.346989 + Penalty 4718.758043 = -2504958.588946
  nChanged 343
		SP:Iteration 19Q (12829.410000 sec): 3 clusters
  Score: Raw -2509877.266533 + Penalty 4718.758043 = -2505158.508490
  nChanged 302
		SP:Iteration 20F (12829.660000 sec): 3 clusters
  Score: Raw -2510054.192532 + Penalty 4718.758043 = -2505335.434489
  nChanged 259
		SP:Iteration 21Q (12829.940000 sec): 3 clusters
  Score: Raw -2510217.094333 + Penalty 4718.758043 = -2505498.336290
  nChanged 237
		SP:Iteration 22Q (12830.180000 sec): 3 clusters
  Score: Raw -2510380.679484 + Penalty 4718.758043 = -2505661.921440
  nChanged 223
		SP:Iteration 23Q (12830.420000 sec): 3 clusters
  Score: Raw -2510522.377260 + Penalty 4718.758043 = -2505803.619217
  nChanged 164
		SP:Iteration 24Q (12830.690000 sec): 3 clusters
  Score: Raw -2510619.604839 + Penalty 4718.758043 = -2505900.846796
  nChanged 128
		SP:Iteration 25Q (12830.960000 sec): 3 clusters
  Score: Raw -2510699.950346 + Penalty 4718.758043 = -2505981.192302
  nChanged 84
		SP:Iteration 26Q (12831.220000 sec): 3 clusters
  Score: Raw -2510750.173103 + Penalty 4718.758043 = -2506031.415059
  nChanged 79
		SP:Iteration 27Q (12831.500000 sec): 3 clusters
  Score: Raw -2510798.836143 + Penalty 4718.758043 = -2506080.078100
  nChanged 65
		SP:Iteration 28Q (12831.780000 sec): 3 clusters
  Score: Raw -2510840.531658 + Penalty 4718.758043 = -2506121.773614
  nChanged 44
		SP:Iteration 29Q (12832.050000 sec): 3 clusters
  Score: Raw -2510868.576018 + Penalty 4718.758043 = -2506149.817975
  nChanged 33
		SP:Iteration 30Q (12832.280000 sec): 3 clusters
  Score: Raw -2510885.785095 + Penalty 4718.758043 = -2506167.027052
  nChanged 28
		SP:Iteration 31Q (12832.560000 sec): 3 clusters
  Score: Raw -2510901.380769 + Penalty 4718.758043 = -2506182.622725
  nChanged 32
		SP:Iteration 32Q (12832.840000 sec): 3 clusters
  Score: Raw -2510923.245021 + Penalty 4718.758043 = -2506204.486978
  nChanged 23
		SP:Iteration 33Q (12833.110000 sec): 3 clusters
  Score: Raw -2510936.500118 + Penalty 4718.758043 = -2506217.742075
  nChanged 15
		SP:Iteration 34Q (12833.380000 sec): 3 clusters
  Score: Raw -2510945.472008 + Penalty 4718.758043 = -2506226.713964
  nChanged 16
		SP:Iteration 35Q (12833.580000 sec): 3 clusters
  Score: Raw -2510955.040922 + Penalty 4718.758043 = -2506236.282878
  nChanged 11
		SP:Iteration 36Q (12833.820000 sec): 3 clusters
  Score: Raw -2510961.797136 + Penalty 4718.758043 = -2506243.039092
  nChanged 8
		SP:Iteration 37Q (12834.060000 sec): 3 clusters
  Score: Raw -2510968.015054 + Penalty 4718.758043 = -2506249.257010
  nChanged 8
		SP:Iteration 38Q (12834.390000 sec): 3 clusters
  Score: Raw -2510973.200491 + Penalty 4718.758043 = -2506254.442447
  nChanged 8
		SP:Iteration 39Q (12834.590000 sec): 3 clusters
  Score: Raw -2510978.266363 + Penalty 4718.758043 = -2506259.508320
  nChanged 6
		SP:Iteration 40F (12834.930000 sec): 3 clusters
  Score: Raw -2510981.392601 + Penalty 4718.758043 = -2506262.634557
  nChanged 6
		SP:Iteration 41Q (12835.170000 sec): 3 clusters
  Score: Raw -2510986.450328 + Penalty 4718.758043 = -2506267.692284
  nChanged 7
		SP:Iteration 42Q (12835.460000 sec): 3 clusters
  Score: Raw -2510990.351332 + Penalty 4718.758043 = -2506271.593288
  nChanged 2
		SP:Iteration 43Q (12835.690000 sec): 3 clusters
  Score: Raw -2510992.266218 + Penalty 4718.758043 = -2506273.508174
  nChanged 5
		SP:Iteration 44Q (12835.890000 sec): 3 clusters
  Score: Raw -2510997.979018 + Penalty 4718.758043 = -2506279.220974
  nChanged 6
		SP:Iteration 45Q (12836.200000 sec): 3 clusters
  Score: Raw -2511004.969563 + Penalty 4718.758043 = -2506286.211520
  nChanged 11
		SP:Iteration 46Q (12836.500000 sec): 3 clusters
  Score: Raw -2511015.169444 + Penalty 4718.758043 = -2506296.411401
  nChanged 15
		SP:Iteration 47Q (12836.740000 sec): 3 clusters
  Score: Raw -2511030.198280 + Penalty 4718.758043 = -2506311.440237
  nChanged 16
		SP:Iteration 48Q (12837.000000 sec): 3 clusters
  Score: Raw -2511041.424776 + Penalty 4718.758043 = -2506322.666732
  nChanged 10
		SP:Iteration 49Q (12837.280000 sec): 3 clusters
  Score: Raw -2511048.744853 + Penalty 4718.758043 = -2506329.986810
  nChanged 11
		SP:Iteration 50Q (12837.520000 sec): 3 clusters
  Score: Raw -2511056.828472 + Penalty 4718.758043 = -2506338.070429
  nChanged 9
		SP:Iteration 51Q (12837.790000 sec): 3 clusters
  Score: Raw -2511064.401812 + Penalty 4718.758043 = -2506345.643768
  nChanged 5
		SP:Iteration 52Q (12838.040000 sec): 3 clusters
  Score: Raw -2511067.464219 + Penalty 4718.758043 = -2506348.706176
  nChanged 2
		SP:Iteration 53Q (12838.330000 sec): 3 clusters
  Score: Raw -2511068.525973 + Penalty 4718.758043 = -2506349.767930
  nChanged 1
		SP:Iteration 54Q (12838.580000 sec): 3 clusters
  Score: Raw -2511069.154641 + Penalty 4718.758043 = -2506350.396598
  nChanged 2
		SP:Iteration 55Q (12838.880000 sec): 3 clusters
  Score: Raw -2511070.535267 + Penalty 4718.758043 = -2506351.777224
  nChanged 3
		SP:Iteration 56Q (12839.070000 sec): 3 clusters
  Score: Raw -2511073.538132 + Penalty 4718.758043 = -2506354.780088
  nChanged 1
		SP:Iteration 57Q (12839.310000 sec): 3 clusters
  Score: Raw -2511074.112272 + Penalty 4718.758043 = -2506355.354229
  nChanged 2
		SP:Iteration 58Q (12839.530000 sec): 3 clusters
  Score: Raw -2511075.223272 + Penalty 4718.758043 = -2506356.465229
  nChanged 1
		SP:Iteration 59Q (12839.770000 sec): 3 clusters
  Score: Raw -2511076.089560 + Penalty 4718.758043 = -2506357.331517
  nChanged 0
		SP:Iteration 60F (12840.010000 sec): 3 clusters
  Score: Raw -2511076.089560 + Penalty 4718.758043 = -2506357.331517
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12841.190000 sec): 2 clusters
  Score: Raw -37629732.555239 + Penalty 3039.541141 = -37626693.014098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12842.970000 sec): 3 clusters
  Score: Raw -37491562.907689 + Penalty 6079.082281 = -37485483.825408
  nChanged 101256
		SP:Iteration 1F (12844.640000 sec): 3 clusters
  Score: Raw -37552003.339713 + Penalty 6079.082281 = -37545924.257431
  nChanged 6769
		SP:Iteration 2Q (12846.440000 sec): 3 clusters
  Score: Raw -37553828.213837 + Penalty 6079.082281 = -37547749.131555
  nChanged 8063
		SP:Iteration 3Q (12848.260000 sec): 3 clusters
  Score: Raw -37556643.188375 + Penalty 6079.082281 = -37550564.106094
  nChanged 10385
		SP:Iteration 4Q (12849.950000 sec): 3 clusters
  Score: Raw -37561386.989281 + Penalty 6079.082281 = -37555307.907000
  nChanged 13344
		SP:Iteration 5F (12852.040000 sec): 3 clusters
  Score: Raw -37569353.322252 + Penalty 6079.082281 = -37563274.239970
  nChanged 16008
		SP:Iteration 6F (12853.970000 sec): 3 clusters
  Score: Raw -37581341.647701 + Penalty 6079.082281 = -37575262.565420
  nChanged 17015
		SP:Iteration 7F (12855.520000 sec): 3 clusters
  Score: Raw -37596261.719197 + Penalty 6079.082281 = -37590182.636915
  nChanged 14785
		SP:Iteration 8F (12857.160000 sec): 3 clusters
  Score: Raw -37610293.497000 + Penalty 6079.082281 = -37604214.414719
  nChanged 10068
		SP:Iteration 9Q (12858.800000 sec): 3 clusters
  Score: Raw -37619797.085183 + Penalty 6079.082281 = -37613718.002902
  nChanged 5751
		SP:Iteration 10Q (12860.220000 sec): 3 clusters
  Score: Raw -37624995.153033 + Penalty 6079.082281 = -37618916.070752
  nChanged 3090
		SP:Iteration 11Q (12861.600000 sec): 3 clusters
  Score: Raw -37627662.622336 + Penalty 6079.082281 = -37621583.540055
  nChanged 1489
		SP:Iteration 12Q (12862.970000 sec): 3 clusters
  Score: Raw -37628899.717853 + Penalty 6079.082281 = -37622820.635571
  nChanged 691
		SP:Iteration 13Q (12864.410000 sec): 3 clusters
  Score: Raw -37629475.388950 + Penalty 6079.082281 = -37623396.306669
  nChanged 352
		SP:Iteration 14Q (12865.920000 sec): 3 clusters
  Score: Raw -37629760.783543 + Penalty 6079.082281 = -37623681.701261
  nChanged 182
		SP:Iteration 15Q (12867.260000 sec): 3 clusters
  Score: Raw -37629891.242565 + Penalty 6079.082281 = -37623812.160284
  nChanged 118
		SP:Iteration 16Q (12868.690000 sec): 3 clusters
  Score: Raw -37629971.519824 + Penalty 6079.082281 = -37623892.437542
  nChanged 83
		SP:Iteration 17Q (12870.310000 sec): 3 clusters
  Score: Raw -37630026.539299 + Penalty 6079.082281 = -37623947.457018
  nChanged 46
		SP:Iteration 18Q (12871.880000 sec): 3 clusters
  Score: Raw -37630052.261030 + Penalty 6079.082281 = -37623973.178748
  nChanged 38
		SP:Iteration 19Q (12872.910000 sec): 3 clusters
  Score: Raw -37630073.625626 + Penalty 6079.082281 = -37623994.543345
  nChanged 29
		SP:Iteration 20F (12874.590000 sec): 3 clusters
  Score: Raw -37630094.298006 + Penalty 6079.082281 = -37624015.215725
  nChanged 32
		SP:Iteration 21Q (12875.990000 sec): 3 clusters
  Score: Raw -37630115.607415 + Penalty 6079.082281 = -37624036.525133
  nChanged 36
		SP:Iteration 22Q (12877.390000 sec): 3 clusters
  Score: Raw -37630144.471908 + Penalty 6079.082281 = -37624065.389627
  nChanged 43
		SP:Iteration 23Q (12878.780000 sec): 3 clusters
  Score: Raw -37630184.999765 + Penalty 6079.082281 = -37624105.917483
  nChanged 38
		SP:Iteration 24Q (12880.200000 sec): 3 clusters
  Score: Raw -37630213.671815 + Penalty 6079.082281 = -37624134.589534
  nChanged 31
		SP:Iteration 25Q (12881.560000 sec): 3 clusters
  Score: Raw -37630239.151678 + Penalty 6079.082281 = -37624160.069397
  nChanged 29
		SP:Iteration 26Q (12882.940000 sec): 3 clusters
  Score: Raw -37630258.465675 + Penalty 6079.082281 = -37624179.383394
  nChanged 16
		SP:Iteration 27Q (12884.460000 sec): 3 clusters
  Score: Raw -37630267.349694 + Penalty 6079.082281 = -37624188.267413
  nChanged 19
		SP:Iteration 28Q (12885.810000 sec): 3 clusters
  Score: Raw -37630283.498076 + Penalty 6079.082281 = -37624204.415795
  nChanged 23
		SP:Iteration 29Q (12887.390000 sec): 3 clusters
  Score: Raw -37630300.789613 + Penalty 6079.082281 = -37624221.707332
  nChanged 15
		SP:Iteration 30Q (12889.060000 sec): 3 clusters
  Score: Raw -37630314.535879 + Penalty 6079.082281 = -37624235.453597
  nChanged 16
		SP:Iteration 31Q (12890.560000 sec): 3 clusters
  Score: Raw -37630325.731448 + Penalty 6079.082281 = -37624246.649166
  nChanged 11
		SP:Iteration 32Q (12891.990000 sec): 3 clusters
  Score: Raw -37630333.184469 + Penalty 6079.082281 = -37624254.102188
  nChanged 14
		SP:Iteration 33Q (12893.330000 sec): 3 clusters
  Score: Raw -37630342.778292 + Penalty 6079.082281 = -37624263.696010
  nChanged 9
		SP:Iteration 34Q (12894.690000 sec): 3 clusters
  Score: Raw -37630347.477975 + Penalty 6079.082281 = -37624268.395694
  nChanged 3
		SP:Iteration 35Q (12895.950000 sec): 3 clusters
  Score: Raw -37630349.186680 + Penalty 6079.082281 = -37624270.104398
  nChanged 2
		SP:Iteration 36Q (12897.100000 sec): 3 clusters
  Score: Raw -37630350.285086 + Penalty 6079.082281 = -37624271.202805
  nChanged 1
		SP:Iteration 37Q (12898.440000 sec): 3 clusters
  Score: Raw -37630351.004288 + Penalty 6079.082281 = -37624271.922007
  nChanged 1
		SP:Iteration 38Q (12899.890000 sec): 3 clusters
  Score: Raw -37630351.563201 + Penalty 6079.082281 = -37624272.480920
  nChanged 0
		SP:Iteration 39F (12901.420000 sec): 3 clusters
  Score: Raw -37630351.563201 + Penalty 6079.082281 = -37624272.480920
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12901.770000 sec): 2 clusters
  Score: Raw -3605977.092601 + Penalty 2468.176683 = -3603508.915918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12902.130000 sec): 3 clusters
  Score: Raw -3593707.496623 + Penalty 4936.353366 = -3588771.143257
  nChanged 9323
		SP:Iteration 1F (12902.530000 sec): 3 clusters
  Score: Raw -3598629.756973 + Penalty 4936.353366 = -3593693.403607
  nChanged 1236
		SP:Iteration 2F (12902.840000 sec): 3 clusters
  Score: Raw -3599292.753580 + Penalty 4936.353366 = -3594356.400214
  nChanged 1455
		SP:Iteration 3F (12903.210000 sec): 3 clusters
  Score: Raw -3600433.146803 + Penalty 4936.353366 = -3595496.793437
  nChanged 1661
		SP:Iteration 4F (12903.570000 sec): 3 clusters
  Score: Raw -3602068.604440 + Penalty 4936.353366 = -3597132.251074
  nChanged 1826
		SP:Iteration 5F (12903.890000 sec): 3 clusters
  Score: Raw -3604078.866350 + Penalty 4936.353366 = -3599142.512984
  nChanged 1663
		SP:Iteration 6F (12904.240000 sec): 3 clusters
  Score: Raw -3605599.373264 + Penalty 4936.353366 = -3600663.019898
  nChanged 1268
		SP:Iteration 7F (12904.570000 sec): 3 clusters
  Score: Raw -3606398.252992 + Penalty 4936.353366 = -3601461.899626
  nChanged 843
		SP:Iteration 8Q (12904.950000 sec): 3 clusters
  Score: Raw -3606734.340159 + Penalty 4936.353366 = -3601797.986793
  nChanged 527
		SP:Iteration 9Q (12905.330000 sec): 3 clusters
  Score: Raw -3606907.339099 + Penalty 4936.353366 = -3601970.985733
  nChanged 387
		SP:Iteration 10Q (12905.620000 sec): 3 clusters
  Score: Raw -3607013.640494 + Penalty 4936.353366 = -3602077.287128
  nChanged 308
		SP:Iteration 11Q (12905.960000 sec): 3 clusters
  Score: Raw -3607083.004262 + Penalty 4936.353366 = -3602146.650896
  nChanged 258
		SP:Iteration 12Q (12906.230000 sec): 3 clusters
  Score: Raw -3607137.370641 + Penalty 4936.353366 = -3602201.017275
  nChanged 239
		SP:Iteration 13Q (12906.560000 sec): 3 clusters
  Score: Raw -3607182.527608 + Penalty 4936.353366 = -3602246.174242
  nChanged 214
		SP:Iteration 14Q (12906.880000 sec): 3 clusters
  Score: Raw -3607223.856292 + Penalty 4936.353366 = -3602287.502926
  nChanged 205
		SP:Iteration 15Q (12907.180000 sec): 3 clusters
  Score: Raw -3607261.224241 + Penalty 4936.353366 = -3602324.870875
  nChanged 199
		SP:Iteration 16Q (12907.490000 sec): 3 clusters
  Score: Raw -3607298.930104 + Penalty 4936.353366 = -3602362.576738
  nChanged 201
		SP:Iteration 17Q (12907.780000 sec): 3 clusters
  Score: Raw -3607335.839354 + Penalty 4936.353366 = -3602399.485988
  nChanged 190
		SP:Iteration 18Q (12908.140000 sec): 3 clusters
  Score: Raw -3607369.292851 + Penalty 4936.353366 = -3602432.939485
  nChanged 192
		SP:Iteration 19Q (12908.490000 sec): 3 clusters
  Score: Raw -3607406.308987 + Penalty 4936.353366 = -3602469.955621
  nChanged 201
		SP:Iteration 20F (12908.800000 sec): 3 clusters
  Score: Raw -3607448.240057 + Penalty 4936.353366 = -3602511.886691
  nChanged 213
		SP:Iteration 21Q (12909.110000 sec): 3 clusters
  Score: Raw -3607490.501991 + Penalty 4936.353366 = -3602554.148625
  nChanged 202
		SP:Iteration 22Q (12909.460000 sec): 3 clusters
  Score: Raw -3607526.063827 + Penalty 4936.353366 = -3602589.710461
  nChanged 200
		SP:Iteration 23Q (12909.820000 sec): 3 clusters
  Score: Raw -3607565.792641 + Penalty 4936.353366 = -3602629.439275
  nChanged 207
		SP:Iteration 24Q (12910.100000 sec): 3 clusters
  Score: Raw -3607607.040881 + Penalty 4936.353366 = -3602670.687515
  nChanged 198
		SP:Iteration 25Q (12910.420000 sec): 3 clusters
  Score: Raw -3607647.966466 + Penalty 4936.353366 = -3602711.613100
  nChanged 201
		SP:Iteration 26Q (12910.730000 sec): 3 clusters
  Score: Raw -3607688.078211 + Penalty 4936.353366 = -3602751.724845
  nChanged 208
		SP:Iteration 27Q (12911.050000 sec): 3 clusters
  Score: Raw -3607730.266932 + Penalty 4936.353366 = -3602793.913566
  nChanged 210
		SP:Iteration 28Q (12911.360000 sec): 3 clusters
  Score: Raw -3607775.247364 + Penalty 4936.353366 = -3602838.893998
  nChanged 219
		SP:Iteration 29Q (12911.760000 sec): 3 clusters
  Score: Raw -3607820.171120 + Penalty 4936.353366 = -3602883.817754
  nChanged 213
		SP:Iteration 30Q (12912.110000 sec): 3 clusters
  Score: Raw -3607862.001576 + Penalty 4936.353366 = -3602925.648210
  nChanged 194
		SP:Iteration 31Q (12912.470000 sec): 3 clusters
  Score: Raw -3607900.668915 + Penalty 4936.353366 = -3602964.315549
  nChanged 177
		SP:Iteration 32Q (12912.750000 sec): 3 clusters
  Score: Raw -3607935.202285 + Penalty 4936.353366 = -3602998.848919
  nChanged 176
		SP:Iteration 33Q (12913.090000 sec): 3 clusters
  Score: Raw -3607964.743102 + Penalty 4936.353366 = -3603028.389736
  nChanged 151
		SP:Iteration 34Q (12913.430000 sec): 3 clusters
  Score: Raw -3607990.664718 + Penalty 4936.353366 = -3603054.311352
  nChanged 161
		SP:Iteration 35Q (12913.750000 sec): 3 clusters
  Score: Raw -3608018.101909 + Penalty 4936.353366 = -3603081.748543
  nChanged 143
		SP:Iteration 36Q (12914.060000 sec): 3 clusters
  Score: Raw -3608042.164174 + Penalty 4936.353366 = -3603105.810808
  nChanged 138
		SP:Iteration 37Q (12914.410000 sec): 3 clusters
  Score: Raw -3608064.095809 + Penalty 4936.353366 = -3603127.742443
  nChanged 114
		SP:Iteration 38Q (12914.720000 sec): 3 clusters
  Score: Raw -3608082.553881 + Penalty 4936.353366 = -3603146.200515
  nChanged 101
		SP:Iteration 39Q (12915.070000 sec): 3 clusters
  Score: Raw -3608101.038443 + Penalty 4936.353366 = -3603164.685077
  nChanged 116
		SP:Iteration 40F (12915.430000 sec): 3 clusters
  Score: Raw -3608120.144622 + Penalty 4936.353366 = -3603183.791256
  nChanged 103
		SP:Iteration 41Q (12915.770000 sec): 3 clusters
  Score: Raw -3608136.762432 + Penalty 4936.353366 = -3603200.409066
  nChanged 92
		SP:Iteration 42Q (12916.120000 sec): 3 clusters
  Score: Raw -3608151.137752 + Penalty 4936.353366 = -3603214.784386
  nChanged 87
		SP:Iteration 43Q (12916.420000 sec): 3 clusters
  Score: Raw -3608164.659898 + Penalty 4936.353366 = -3603228.306532
  nChanged 82
		SP:Iteration 44Q (12916.780000 sec): 3 clusters
  Score: Raw -3608176.741597 + Penalty 4936.353366 = -3603240.388231
  nChanged 74
		SP:Iteration 45Q (12917.170000 sec): 3 clusters
  Score: Raw -3608186.893265 + Penalty 4936.353366 = -3603250.539899
  nChanged 63
		SP:Iteration 46Q (12917.450000 sec): 3 clusters
  Score: Raw -3608195.627202 + Penalty 4936.353366 = -3603259.273836
  nChanged 54
		SP:Iteration 47Q (12917.780000 sec): 3 clusters
  Score: Raw -3608201.889080 + Penalty 4936.353366 = -3603265.535714
  nChanged 53
		SP:Iteration 48Q (12918.100000 sec): 3 clusters
  Score: Raw -3608208.031609 + Penalty 4936.353366 = -3603271.678243
  nChanged 41
		SP:Iteration 49Q (12918.450000 sec): 3 clusters
  Score: Raw -3608212.648026 + Penalty 4936.353366 = -3603276.294660
  nChanged 35
		SP:Iteration 50Q (12918.810000 sec): 3 clusters
  Score: Raw -3608216.042449 + Penalty 4936.353366 = -3603279.689083
  nChanged 31
		SP:Iteration 51Q (12919.160000 sec): 3 clusters
  Score: Raw -3608219.455173 + Penalty 4936.353366 = -3603283.101807
  nChanged 36
		SP:Iteration 52Q (12919.430000 sec): 3 clusters
  Score: Raw -3608223.229282 + Penalty 4936.353366 = -3603286.875916
  nChanged 36
		SP:Iteration 53Q (12919.720000 sec): 3 clusters
  Score: Raw -3608227.345474 + Penalty 4936.353366 = -3603290.992108
  nChanged 37
		SP:Iteration 54Q (12920.080000 sec): 3 clusters
  Score: Raw -3608231.102426 + Penalty 4936.353366 = -3603294.749060
  nChanged 21
		SP:Iteration 55Q (12920.430000 sec): 3 clusters
  Score: Raw -3608233.001150 + Penalty 4936.353366 = -3603296.647784
  nChanged 17
		SP:Iteration 56Q (12920.760000 sec): 3 clusters
  Score: Raw -3608234.233576 + Penalty 4936.353366 = -3603297.880210
  nChanged 9
		SP:Iteration 57Q (12921.070000 sec): 3 clusters
  Score: Raw -3608234.928172 + Penalty 4936.353366 = -3603298.574806
  nChanged 10
		SP:Iteration 58Q (12921.420000 sec): 3 clusters
  Score: Raw -3608235.801310 + Penalty 4936.353366 = -3603299.447944
  nChanged 10
		SP:Iteration 59Q (12921.680000 sec): 3 clusters
  Score: Raw -3608236.847631 + Penalty 4936.353366 = -3603300.494265
  nChanged 17
		SP:Iteration 60F (12921.990000 sec): 3 clusters
  Score: Raw -3608238.071166 + Penalty 4936.353366 = -3603301.717800
  nChanged 9
		SP:Iteration 61Q (12922.240000 sec): 3 clusters
  Score: Raw -3608238.767134 + Penalty 4936.353366 = -3603302.413768
  nChanged 9
		SP:Iteration 62Q (12922.500000 sec): 3 clusters
  Score: Raw -3608239.589078 + Penalty 4936.353366 = -3603303.235712
  nChanged 5
		SP:Iteration 63Q (12922.870000 sec): 3 clusters
  Score: Raw -3608240.039232 + Penalty 4936.353366 = -3603303.685866
  nChanged 3
		SP:Iteration 64Q (12923.170000 sec): 3 clusters
  Score: Raw -3608240.264802 + Penalty 4936.353366 = -3603303.911436
  nChanged 3
		SP:Iteration 65Q (12923.500000 sec): 3 clusters
  Score: Raw -3608240.490272 + Penalty 4936.353366 = -3603304.136906
  nChanged 5
		SP:Iteration 66Q (12923.780000 sec): 3 clusters
  Score: Raw -3608240.835925 + Penalty 4936.353366 = -3603304.482559
  nChanged 4
		SP:Iteration 67Q (12924.080000 sec): 3 clusters
  Score: Raw -3608240.996764 + Penalty 4936.353366 = -3603304.643398
  nChanged 2
		SP:Iteration 68Q (12924.340000 sec): 3 clusters
  Score: Raw -3608241.153275 + Penalty 4936.353366 = -3603304.799909
  nChanged 3
		SP:Iteration 69Q (12924.710000 sec): 3 clusters
  Score: Raw -3608241.408939 + Penalty 4936.353366 = -3603305.055573
  nChanged 3
		SP:Iteration 70Q (12925.010000 sec): 3 clusters
  Score: Raw -3608241.587445 + Penalty 4936.353366 = -3603305.234079
  nChanged 4
		SP:Iteration 71Q (12925.360000 sec): 3 clusters
  Score: Raw -3608241.792937 + Penalty 4936.353366 = -3603305.439571
  nChanged 2
		SP:Iteration 72Q (12925.780000 sec): 3 clusters
  Score: Raw -3608241.886232 + Penalty 4936.353366 = -3603305.532866
  nChanged 2
		SP:Iteration 73Q (12926.200000 sec): 3 clusters
  Score: Raw -3608242.021424 + Penalty 4936.353366 = -3603305.668058
  nChanged 0
		SP:Iteration 74F (12926.590000 sec): 3 clusters
  Score: Raw -3608242.021424 + Penalty 4936.353366 = -3603305.668058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12927.260000 sec): 2 clusters
  Score: Raw -17112311.871726 + Penalty 2845.270172 = -17109466.601554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12928.110000 sec): 3 clusters
  Score: Raw -17050633.397151 + Penalty 5690.540345 = -17044942.856806
  nChanged 45532
		SP:Iteration 1F (12929.010000 sec): 3 clusters
  Score: Raw -17076493.861978 + Penalty 5690.540345 = -17070803.321634
  nChanged 3214
		SP:Iteration 2Q (12929.930000 sec): 3 clusters
  Score: Raw -17077283.184304 + Penalty 5690.540345 = -17071592.643960
  nChanged 3453
		SP:Iteration 3Q (12930.950000 sec): 3 clusters
  Score: Raw -17078296.638454 + Penalty 5690.540345 = -17072606.098109
  nChanged 3814
		SP:Iteration 4Q (12931.960000 sec): 3 clusters
  Score: Raw -17079685.589370 + Penalty 5690.540345 = -17073995.049026
  nChanged 4685
		SP:Iteration 5Q (12932.980000 sec): 3 clusters
  Score: Raw -17081889.480653 + Penalty 5690.540345 = -17076198.940308
  nChanged 6024
		SP:Iteration 6F (12933.730000 sec): 3 clusters
  Score: Raw -17085659.038326 + Penalty 5690.540345 = -17079968.497982
  nChanged 7535
		SP:Iteration 7F (12934.460000 sec): 3 clusters
  Score: Raw -17091556.182954 + Penalty 5690.540345 = -17085865.642609
  nChanged 8166
		SP:Iteration 8F (12935.290000 sec): 3 clusters
  Score: Raw -17099087.768973 + Penalty 5690.540345 = -17093397.228628
  nChanged 6991
		SP:Iteration 9F (12936.020000 sec): 3 clusters
  Score: Raw -17105975.294359 + Penalty 5690.540345 = -17100284.754015
  nChanged 4139
		SP:Iteration 10Q (12936.900000 sec): 3 clusters
  Score: Raw -17109970.508830 + Penalty 5690.540345 = -17104279.968485
  nChanged 1764
		SP:Iteration 11Q (12937.640000 sec): 3 clusters
  Score: Raw -17111604.380218 + Penalty 5690.540345 = -17105913.839874
  nChanged 604
		SP:Iteration 12Q (12938.380000 sec): 3 clusters
  Score: Raw -17112195.768281 + Penalty 5690.540345 = -17106505.227936
  nChanged 182
		SP:Iteration 13Q (12939.040000 sec): 3 clusters
  Score: Raw -17112438.637140 + Penalty 5690.540345 = -17106748.096795
  nChanged 67
		SP:Iteration 14Q (12939.730000 sec): 3 clusters
  Score: Raw -17112543.020958 + Penalty 5690.540345 = -17106852.480613
  nChanged 44
		SP:Iteration 15Q (12940.450000 sec): 3 clusters
  Score: Raw -17112619.551540 + Penalty 5690.540345 = -17106929.011195
  nChanged 19
		SP:Iteration 16Q (12941.140000 sec): 3 clusters
  Score: Raw -17112652.102834 + Penalty 5690.540345 = -17106961.562490
  nChanged 15
		SP:Iteration 17Q (12941.780000 sec): 3 clusters
  Score: Raw -17112674.187403 + Penalty 5690.540345 = -17106983.647059
  nChanged 5
		SP:Iteration 18Q (12942.420000 sec): 3 clusters
  Score: Raw -17112682.632402 + Penalty 5690.540345 = -17106992.092057
  nChanged 7
		SP:Iteration 19Q (12943.100000 sec): 3 clusters
  Score: Raw -17112690.473317 + Penalty 5690.540345 = -17106999.932972
  nChanged 3
		SP:Iteration 20F (12943.870000 sec): 3 clusters
  Score: Raw -17112694.990597 + Penalty 5690.540345 = -17107004.450253
  nChanged 2
		SP:Iteration 21Q (12944.600000 sec): 3 clusters
  Score: Raw -17112697.625974 + Penalty 5690.540345 = -17107007.085629
  nChanged 2
		SP:Iteration 22Q (12945.280000 sec): 3 clusters
  Score: Raw -17112699.073429 + Penalty 5690.540345 = -17107008.533085
  nChanged 0
		SP:Iteration 23F (12946.040000 sec): 3 clusters
  Score: Raw -17112699.073429 + Penalty 5690.540345 = -17107008.533085
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12946.110000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12946.320000 sec): 3 clusters
  Score: Raw -82597.455605 + Penalty 3110.410262 = -79487.045343
  nChanged 93
		SP:Iteration 1F (12946.480000 sec): 3 clusters
  Score: Raw -82776.160258 + Penalty 3110.410262 = -79665.749996
  nChanged 23
		SP:Iteration 2Q (12946.640000 sec): 3 clusters
  Score: Raw -82838.397904 + Penalty 3110.410262 = -79727.987642
  nChanged 14
		SP:Iteration 3Q (12946.780000 sec): 3 clusters
  Score: Raw -82881.277328 + Penalty 3110.410262 = -79770.867066
  nChanged 19
		SP:Iteration 4Q (12946.900000 sec): 3 clusters
  Score: Raw -82942.176034 + Penalty 3110.410262 = -79831.765772
  nChanged 11
		SP:Iteration 5Q (12947.040000 sec): 3 clusters
  Score: Raw -82971.215999 + Penalty 3110.410262 = -79860.805737
  nChanged 6
		SP:Iteration 6Q (12947.170000 sec): 3 clusters
  Score: Raw -82988.137968 + Penalty 3110.410262 = -79877.727706
  nChanged 2
		SP:Iteration 7Q (12947.360000 sec): 3 clusters
  Score: Raw -83003.007131 + Penalty 3110.410262 = -79892.596869
  nChanged 2
		SP:Iteration 8Q (12947.500000 sec): 3 clusters
  Score: Raw -83007.724922 + Penalty 3110.410262 = -79897.314660
  nChanged 1
		SP:Iteration 9Q (12947.600000 sec): 3 clusters
  Score: Raw -83009.217773 + Penalty 3110.410262 = -79898.807511
  nChanged 0
		SP:Iteration 10F (12947.820000 sec): 3 clusters
  Score: Raw -83009.217773 + Penalty 3110.410262 = -79898.807511
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12947.880000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12948.050000 sec): 3 clusters
  Score: Raw -34374.471067 + Penalty 2645.028521 = -31729.442546
  nChanged 18
		SP:Iteration 1F (12948.220000 sec): 3 clusters
  Score: Raw -34441.080179 + Penalty 2645.028521 = -31796.051658
  nChanged 6
		SP:Iteration 2Q (12948.390000 sec): 3 clusters
  Score: Raw -34482.641238 + Penalty 2645.028521 = -31837.612717
  nChanged 1
		SP:Iteration 3Q (12948.530000 sec): 3 clusters
  Score: Raw -34484.887277 + Penalty 2645.028521 = -31839.858756
  nChanged 0
		SP:Iteration 4F (12948.700000 sec): 3 clusters
  Score: Raw -34484.887277 + Penalty 2645.028521 = -31839.858756
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12948.790000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12948.990000 sec): 3 clusters
  Score: Raw -18277.772848 + Penalty 2331.438261 = -15946.334587
  nChanged 1
		SP:Iteration 1Q (12949.150000 sec): 3 clusters
  Score: Raw -18288.551713 + Penalty 2331.438261 = -15957.113452
  nChanged 0
		SP:Iteration 2F (12949.280000 sec): 3 clusters
  Score: Raw -18288.551713 + Penalty 2331.438261 = -15957.113452
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12949.370000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12949.540000 sec): 3 clusters
  Score: Raw -79090.000686 + Penalty 3061.163496 = -76028.837190
  nChanged 68
		SP:Iteration 1F (12949.720000 sec): 3 clusters
  Score: Raw -79214.579846 + Penalty 3061.163496 = -76153.416349
  nChanged 21
		SP:Iteration 2Q (12949.900000 sec): 3 clusters
  Score: Raw -79270.280232 + Penalty 3061.163496 = -76209.116736
  nChanged 7
		SP:Iteration 3Q (12950.020000 sec): 3 clusters
  Score: Raw -79287.239838 + Penalty 3061.163496 = -76226.076342
  nChanged 6
		SP:Iteration 4Q (12950.190000 sec): 3 clusters
  Score: Raw -79302.772363 + Penalty 3061.163496 = -76241.608867
  nChanged 4
		SP:Iteration 5Q (12950.340000 sec): 3 clusters
  Score: Raw -79315.842760 + Penalty 3061.163496 = -76254.679263
  nChanged 5
		SP:Iteration 6Q (12950.480000 sec): 3 clusters
  Score: Raw -79325.246117 + Penalty 3061.163496 = -76264.082620
  nChanged 3
		SP:Iteration 7Q (12950.610000 sec): 3 clusters
  Score: Raw -79331.116653 + Penalty 3061.163496 = -76269.953157
  nChanged 1
		SP:Iteration 8Q (12950.780000 sec): 3 clusters
  Score: Raw -79334.228174 + Penalty 3061.163496 = -76273.064678
  nChanged 1
		SP:Iteration 9Q (12950.890000 sec): 3 clusters
  Score: Raw -79335.505009 + Penalty 3061.163496 = -76274.341512
  nChanged 0
		SP:Iteration 10F (12951.080000 sec): 3 clusters
  Score: Raw -79335.505009 + Penalty 3061.163496 = -76274.341512
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12951.140000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12951.300000 sec): 3 clusters
  Score: Raw -128754.652186 + Penalty 3282.894536 = -125471.757650
  nChanged 154
		SP:Iteration 1F (12951.460000 sec): 3 clusters
  Score: Raw -128992.823161 + Penalty 3282.894536 = -125709.928626
  nChanged 47
		SP:Iteration 2F (12951.650000 sec): 3 clusters
  Score: Raw -129067.015253 + Penalty 3282.894536 = -125784.120718
  nChanged 22
		SP:Iteration 3Q (12951.780000 sec): 3 clusters
  Score: Raw -129107.054710 + Penalty 3282.894536 = -125824.160174
  nChanged 7
		SP:Iteration 4Q (12951.980000 sec): 3 clusters
  Score: Raw -129117.760634 + Penalty 3282.894536 = -125834.866098
  nChanged 7
		SP:Iteration 5Q (12952.130000 sec): 3 clusters
  Score: Raw -129122.859781 + Penalty 3282.894536 = -125839.965245
  nChanged 0
		SP:Iteration 6F (12952.300000 sec): 3 clusters
  Score: Raw -129122.859781 + Penalty 3282.894536 = -125839.965245
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12952.320000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12952.480000 sec): 3 clusters
  Score: Raw -20276.773468 + Penalty 2622.980447 = -17653.793021
  nChanged 27
		SP:Iteration 1F (12952.660000 sec): 3 clusters
  Score: Raw -20392.693589 + Penalty 2622.980447 = -17769.713142
  nChanged 8
		SP:Iteration 2Q (12952.820000 sec): 3 clusters
  Score: Raw -20448.577872 + Penalty 2622.980447 = -17825.597425
  nChanged 5
		SP:Iteration 3Q (12952.990000 sec): 3 clusters
  Score: Raw -20464.201011 + Penalty 2622.980447 = -17841.220564
  nChanged 1
		SP:Iteration 4Q (12953.180000 sec): 3 clusters
  Score: Raw -20474.677050 + Penalty 2622.980447 = -17851.696603
  nChanged 1
		SP:Iteration 5Q (12953.310000 sec): 3 clusters
  Score: Raw -20479.817052 + Penalty 2622.980447 = -17856.836605
  nChanged 0
		SP:Iteration 6F (12953.450000 sec): 3 clusters
  Score: Raw -20479.817052 + Penalty 2622.980447 = -17856.836605
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12953.520000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12953.660000 sec): 3 clusters
  Score: Raw -134691.138551 + Penalty 3290.125943 = -131401.012608
  nChanged 163
		SP:Iteration 1F (12953.790000 sec): 3 clusters
  Score: Raw -134903.061358 + Penalty 3290.125943 = -131612.935415
  nChanged 38
		SP:Iteration 2Q (12953.960000 sec): 3 clusters
  Score: Raw -134965.331240 + Penalty 3290.125943 = -131675.205297
  nChanged 16
		SP:Iteration 3Q (12954.100000 sec): 3 clusters
  Score: Raw -134981.732850 + Penalty 3290.125943 = -131691.606907
  nChanged 6
		SP:Iteration 4Q (12954.240000 sec): 3 clusters
  Score: Raw -134990.230221 + Penalty 3290.125943 = -131700.104278
  nChanged 2
		SP:Iteration 5Q (12954.410000 sec): 3 clusters
  Score: Raw -134991.446196 + Penalty 3290.125943 = -131701.320253
  nChanged 0
		SP:Iteration 6F (12954.540000 sec): 3 clusters
  Score: Raw -134991.446196 + Penalty 3290.125943 = -131701.320253
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12954.640000 sec): 2 clusters
  Score: Raw -271299.907957 + Penalty 1823.881858 = -269476.026100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12954.820000 sec): 3 clusters
  Score: Raw -270807.613394 + Penalty 3647.763716 = -267159.849678
  nChanged 481
		SP:Iteration 1F (12955.000000 sec): 3 clusters
  Score: Raw -271216.135727 + Penalty 3647.763716 = -267568.372011
  nChanged 117
		SP:Iteration 2F (12955.130000 sec): 3 clusters
  Score: Raw -271347.186423 + Penalty 3647.763716 = -267699.422707
  nChanged 58
		SP:Iteration 3Q (12955.250000 sec): 3 clusters
  Score: Raw -271421.527980 + Penalty 3647.763716 = -267773.764264
  nChanged 51
		SP:Iteration 4Q (12955.410000 sec): 3 clusters
  Score: Raw -271480.228876 + Penalty 3647.763716 = -267832.465160
  nChanged 38
		SP:Iteration 5Q (12955.540000 sec): 3 clusters
  Score: Raw -271521.634462 + Penalty 3647.763716 = -267873.870747
  nChanged 37
		SP:Iteration 6Q (12955.690000 sec): 3 clusters
  Score: Raw -271565.317294 + Penalty 3647.763716 = -267917.553578
  nChanged 32
		SP:Iteration 7Q (12955.860000 sec): 3 clusters
  Score: Raw -271596.087401 + Penalty 3647.763716 = -267948.323685
  nChanged 26
		SP:Iteration 8Q (12956.060000 sec): 3 clusters
  Score: Raw -271628.151373 + Penalty 3647.763716 = -267980.387657
  nChanged 25
		SP:Iteration 9Q (12956.200000 sec): 3 clusters
  Score: Raw -271656.842948 + Penalty 3647.763716 = -268009.079232
  nChanged 30
		SP:Iteration 10Q (12956.330000 sec): 3 clusters
  Score: Raw -271698.699388 + Penalty 3647.763716 = -268050.935672
  nChanged 30
		SP:Iteration 11Q (12956.460000 sec): 3 clusters
  Score: Raw -271733.670646 + Penalty 3647.763716 = -268085.906931
  nChanged 26
		SP:Iteration 12Q (12956.550000 sec): 3 clusters
  Score: Raw -271754.733691 + Penalty 3647.763716 = -268106.969975
  nChanged 14
		SP:Iteration 13Q (12956.760000 sec): 3 clusters
  Score: Raw -271770.653482 + Penalty 3647.763716 = -268122.889766
  nChanged 14
		SP:Iteration 14Q (12956.860000 sec): 3 clusters
  Score: Raw -271787.752960 + Penalty 3647.763716 = -268139.989244
  nChanged 11
		SP:Iteration 15Q (12957.060000 sec): 3 clusters
  Score: Raw -271795.719991 + Penalty 3647.763716 = -268147.956275
  nChanged 14
		SP:Iteration 16Q (12957.190000 sec): 3 clusters
  Score: Raw -271810.681605 + Penalty 3647.763716 = -268162.917889
  nChanged 9
		SP:Iteration 17Q (12957.320000 sec): 3 clusters
  Score: Raw -271819.066329 + Penalty 3647.763716 = -268171.302613
  nChanged 12
		SP:Iteration 18Q (12957.440000 sec): 3 clusters
  Score: Raw -271828.365782 + Penalty 3647.763716 = -268180.602066
  nChanged 5
		SP:Iteration 19Q (12957.560000 sec): 3 clusters
  Score: Raw -271830.529106 + Penalty 3647.763716 = -268182.765390
  nChanged 3
		SP:Iteration 20F (12957.680000 sec): 3 clusters
  Score: Raw -271832.316503 + Penalty 3647.763716 = -268184.552787
  nChanged 2
		SP:Iteration 21Q (12957.790000 sec): 3 clusters
  Score: Raw -271835.047748 + Penalty 3647.763716 = -268187.284032
  nChanged 1
		SP:Iteration 22Q (12957.940000 sec): 3 clusters
  Score: Raw -271835.800601 + Penalty 3647.763716 = -268188.036885
  nChanged 1
		SP:Iteration 23Q (12958.090000 sec): 3 clusters
  Score: Raw -271836.156187 + Penalty 3647.763716 = -268188.392471
  nChanged 0
		SP:Iteration 24F (12958.240000 sec): 3 clusters
  Score: Raw -271836.156187 + Penalty 3647.763716 = -268188.392471
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12958.330000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12958.460000 sec): 3 clusters
  Score: Raw -60107.235235 + Penalty 2976.701779 = -57130.533456
  nChanged 75
		SP:Iteration 1F (12958.620000 sec): 3 clusters
  Score: Raw -60363.320779 + Penalty 2976.701779 = -57386.619000
  nChanged 24
		SP:Iteration 2F (12958.800000 sec): 3 clusters
  Score: Raw -60543.035954 + Penalty 2976.701779 = -57566.334174
  nChanged 13
		SP:Iteration 3Q (12958.940000 sec): 3 clusters
  Score: Raw -60594.216824 + Penalty 2976.701779 = -57617.515044
  nChanged 9
		SP:Iteration 4Q (12959.080000 sec): 3 clusters
  Score: Raw -60623.165862 + Penalty 2976.701779 = -57646.464083
  nChanged 9
		SP:Iteration 5Q (12959.260000 sec): 3 clusters
  Score: Raw -60687.113957 + Penalty 2976.701779 = -57710.412178
  nChanged 9
		SP:Iteration 6Q (12959.390000 sec): 3 clusters
  Score: Raw -60750.736109 + Penalty 2976.701779 = -57774.034330
  nChanged 7
		SP:Iteration 7Q (12959.530000 sec): 3 clusters
  Score: Raw -60771.970056 + Penalty 2976.701779 = -57795.268277
  nChanged 4
		SP:Iteration 8Q (12959.660000 sec): 3 clusters
  Score: Raw -60785.380028 + Penalty 2976.701779 = -57808.678249
  nChanged 5
		SP:Iteration 9Q (12959.840000 sec): 3 clusters
  Score: Raw -60801.109796 + Penalty 2976.701779 = -57824.408016
  nChanged 4
		SP:Iteration 10Q (12959.990000 sec): 3 clusters
  Score: Raw -60812.720224 + Penalty 2976.701779 = -57836.018444
  nChanged 2
		SP:Iteration 11Q (12960.150000 sec): 3 clusters
  Score: Raw -60816.544379 + Penalty 2976.701779 = -57839.842600
  nChanged 0
		SP:Iteration 12F (12960.310000 sec): 3 clusters
  Score: Raw -60816.544379 + Penalty 2976.701779 = -57839.842600
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12960.390000 sec): 2 clusters
  Score: Raw -187022.015707 + Penalty 1744.090817 = -185277.924890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12960.570000 sec): 3 clusters
  Score: Raw -186779.694576 + Penalty 3488.181633 = -183291.512942
  nChanged 296
		SP:Iteration 1F (12960.710000 sec): 3 clusters
  Score: Raw -187203.640775 + Penalty 3488.181633 = -183715.459141
  nChanged 94
		SP:Iteration 2F (12960.890000 sec): 3 clusters
  Score: Raw -187388.225740 + Penalty 3488.181633 = -183900.044107
  nChanged 68
		SP:Iteration 3F (12961.040000 sec): 3 clusters
  Score: Raw -187525.405685 + Penalty 3488.181633 = -184037.224052
  nChanged 49
		SP:Iteration 4Q (12961.210000 sec): 3 clusters
  Score: Raw -187624.431696 + Penalty 3488.181633 = -184136.250062
  nChanged 40
		SP:Iteration 5Q (12961.370000 sec): 3 clusters
  Score: Raw -187688.321273 + Penalty 3488.181633 = -184200.139640
  nChanged 32
		SP:Iteration 6Q (12961.560000 sec): 3 clusters
  Score: Raw -187749.340385 + Penalty 3488.181633 = -184261.158751
  nChanged 36
		SP:Iteration 7Q (12961.750000 sec): 3 clusters
  Score: Raw -187807.213233 + Penalty 3488.181633 = -184319.031599
  nChanged 22
		SP:Iteration 8Q (12961.880000 sec): 3 clusters
  Score: Raw -187857.097774 + Penalty 3488.181633 = -184368.916141
  nChanged 21
		SP:Iteration 9Q (12962.030000 sec): 3 clusters
  Score: Raw -187929.188018 + Penalty 3488.181633 = -184441.006384
  nChanged 19
		SP:Iteration 10Q (12962.240000 sec): 3 clusters
  Score: Raw -187960.479570 + Penalty 3488.181633 = -184472.297937
  nChanged 14
		SP:Iteration 11Q (12962.410000 sec): 3 clusters
  Score: Raw -187986.425842 + Penalty 3488.181633 = -184498.244209
  nChanged 9
		SP:Iteration 12Q (12962.560000 sec): 3 clusters
  Score: Raw -188004.976579 + Penalty 3488.181633 = -184516.794945
  nChanged 6
		SP:Iteration 13Q (12962.740000 sec): 3 clusters
  Score: Raw -188018.623566 + Penalty 3488.181633 = -184530.441933
  nChanged 11
		SP:Iteration 14Q (12962.910000 sec): 3 clusters
  Score: Raw -188033.406820 + Penalty 3488.181633 = -184545.225186
  nChanged 9
		SP:Iteration 15Q (12963.110000 sec): 3 clusters
  Score: Raw -188044.255148 + Penalty 3488.181633 = -184556.073515
  nChanged 4
		SP:Iteration 16Q (12963.270000 sec): 3 clusters
  Score: Raw -188048.670055 + Penalty 3488.181633 = -184560.488422
  nChanged 0
		SP:Iteration 17F (12963.450000 sec): 3 clusters
  Score: Raw -188048.670055 + Penalty 3488.181633 = -184560.488422
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12964.100000 sec): 2 clusters
  Score: Raw -19110164.554691 + Penalty 2854.510141 = -19107310.044549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12964.900000 sec): 3 clusters
  Score: Raw -19045855.189764 + Penalty 5709.020283 = -19040146.169481
  nChanged 47422
		SP:Iteration 1F (12965.780000 sec): 3 clusters
  Score: Raw -19073060.824716 + Penalty 5709.020283 = -19067351.804433
  nChanged 3380
		SP:Iteration 2Q (12966.840000 sec): 3 clusters
  Score: Raw -19073919.220389 + Penalty 5709.020283 = -19068210.200106
  nChanged 3434
		SP:Iteration 3Q (12967.860000 sec): 3 clusters
  Score: Raw -19074855.207235 + Penalty 5709.020283 = -19069146.186952
  nChanged 3505
		SP:Iteration 4Q (12968.850000 sec): 3 clusters
  Score: Raw -19075888.924793 + Penalty 5709.020283 = -19070179.904511
  nChanged 3831
		SP:Iteration 5Q (12969.860000 sec): 3 clusters
  Score: Raw -19077159.391440 + Penalty 5709.020283 = -19071450.371157
  nChanged 4206
		SP:Iteration 6Q (12970.940000 sec): 3 clusters
  Score: Raw -19078791.850023 + Penalty 5709.020283 = -19073082.829740
  nChanged 4903
		SP:Iteration 7Q (12971.940000 sec): 3 clusters
  Score: Raw -19081042.695857 + Penalty 5709.020283 = -19075333.675575
  nChanged 5823
		SP:Iteration 8F (12972.830000 sec): 3 clusters
  Score: Raw -19084343.273745 + Penalty 5709.020283 = -19078634.253462
  nChanged 6811
		SP:Iteration 9F (12973.700000 sec): 3 clusters
  Score: Raw -19088858.938856 + Penalty 5709.020283 = -19083149.918574
  nChanged 7078
		SP:Iteration 10F (12974.560000 sec): 3 clusters
  Score: Raw -19094134.073109 + Penalty 5709.020283 = -19088425.052826
  nChanged 6509
		SP:Iteration 11F (12975.520000 sec): 3 clusters
  Score: Raw -19099366.784403 + Penalty 5709.020283 = -19093657.764120
  nChanged 5249
		SP:Iteration 12F (12976.390000 sec): 3 clusters
  Score: Raw -19103814.756486 + Penalty 5709.020283 = -19098105.736203
  nChanged 3647
		SP:Iteration 13Q (12977.330000 sec): 3 clusters
  Score: Raw -19106984.513883 + Penalty 5709.020283 = -19101275.493601
  nChanged 2122
		SP:Iteration 14Q (12978.160000 sec): 3 clusters
  Score: Raw -19108866.451147 + Penalty 5709.020283 = -19103157.430864
  nChanged 978
		SP:Iteration 15Q (12979.040000 sec): 3 clusters
  Score: Raw -19109753.588845 + Penalty 5709.020283 = -19104044.568562
  nChanged 425
		SP:Iteration 16Q (12979.930000 sec): 3 clusters
  Score: Raw -19110130.332185 + Penalty 5709.020283 = -19104421.311902
  nChanged 184
		SP:Iteration 17Q (12980.710000 sec): 3 clusters
  Score: Raw -19110300.769589 + Penalty 5709.020283 = -19104591.749306
  nChanged 85
		SP:Iteration 18Q (12981.500000 sec): 3 clusters
  Score: Raw -19110394.225860 + Penalty 5709.020283 = -19104685.205577
  nChanged 53
		SP:Iteration 19Q (12982.260000 sec): 3 clusters
  Score: Raw -19110448.025165 + Penalty 5709.020283 = -19104739.004883
  nChanged 33
		SP:Iteration 20F (12983.110000 sec): 3 clusters
  Score: Raw -19110480.342907 + Penalty 5709.020283 = -19104771.322624
  nChanged 25
		SP:Iteration 21Q (12983.930000 sec): 3 clusters
  Score: Raw -19110506.272793 + Penalty 5709.020283 = -19104797.252511
  nChanged 20
		SP:Iteration 22Q (12984.760000 sec): 3 clusters
  Score: Raw -19110528.284041 + Penalty 5709.020283 = -19104819.263759
  nChanged 10
		SP:Iteration 23Q (12985.590000 sec): 3 clusters
  Score: Raw -19110536.404927 + Penalty 5709.020283 = -19104827.384645
  nChanged 7
		SP:Iteration 24Q (12986.390000 sec): 3 clusters
  Score: Raw -19110541.578717 + Penalty 5709.020283 = -19104832.558434
  nChanged 2
		SP:Iteration 25Q (12987.150000 sec): 3 clusters
  Score: Raw -19110544.517028 + Penalty 5709.020283 = -19104835.496746
  nChanged 4
		SP:Iteration 26Q (12988.030000 sec): 3 clusters
  Score: Raw -19110548.153010 + Penalty 5709.020283 = -19104839.132727
  nChanged 3
		SP:Iteration 27Q (12988.930000 sec): 3 clusters
  Score: Raw -19110552.358522 + Penalty 5709.020283 = -19104843.338240
  nChanged 3
		SP:Iteration 28Q (12989.800000 sec): 3 clusters
  Score: Raw -19110555.092939 + Penalty 5709.020283 = -19104846.072656
  nChanged 4
		SP:Iteration 29Q (12990.670000 sec): 3 clusters
  Score: Raw -19110558.936027 + Penalty 5709.020283 = -19104849.915744
  nChanged 2
		SP:Iteration 30Q (12991.590000 sec): 3 clusters
  Score: Raw -19110559.894395 + Penalty 5709.020283 = -19104850.874112
  nChanged 1
		SP:Iteration 31Q (12992.430000 sec): 3 clusters
  Score: Raw -19110561.770768 + Penalty 5709.020283 = -19104852.750485
  nChanged 3
		SP:Iteration 32Q (12993.210000 sec): 3 clusters
  Score: Raw -19110563.950902 + Penalty 5709.020283 = -19104854.930619
  nChanged 0
		SP:Iteration 33F (12994.060000 sec): 3 clusters
  Score: Raw -19110563.950902 + Penalty 5709.020283 = -19104854.930619
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12994.190000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12994.370000 sec): 3 clusters
  Score: Raw -50632.569777 + Penalty 2829.076107 = -47803.493670
  nChanged 29
		SP:Iteration 1F (12994.560000 sec): 3 clusters
  Score: Raw -50738.462508 + Penalty 2829.076107 = -47909.386401
  nChanged 5
		SP:Iteration 2Q (12994.780000 sec): 3 clusters
  Score: Raw -50760.286234 + Penalty 2829.076107 = -47931.210126
  nChanged 2
		SP:Iteration 3Q (12994.900000 sec): 3 clusters
  Score: Raw -50775.174729 + Penalty 2829.076107 = -47946.098622
  nChanged 2
		SP:Iteration 4Q (12995.070000 sec): 3 clusters
  Score: Raw -50783.844388 + Penalty 2829.076107 = -47954.768281
  nChanged 4
		SP:Iteration 5Q (12995.220000 sec): 3 clusters
  Score: Raw -50795.912947 + Penalty 2829.076107 = -47966.836840
  nChanged 1
		SP:Iteration 6Q (12995.410000 sec): 3 clusters
  Score: Raw -50798.548658 + Penalty 2829.076107 = -47969.472550
  nChanged 1
		SP:Iteration 7Q (12995.560000 sec): 3 clusters
  Score: Raw -50801.695970 + Penalty 2829.076107 = -47972.619862
  nChanged 1
		SP:Iteration 8Q (12995.750000 sec): 3 clusters
  Score: Raw -50803.853219 + Penalty 2829.076107 = -47974.777111
  nChanged 0
		SP:Iteration 9F (12995.900000 sec): 3 clusters
  Score: Raw -50803.853219 + Penalty 2829.076107 = -47974.777111
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12995.940000 sec): 2 clusters
  Score: Raw -26479.746428 + Penalty 1278.016315 = -25201.730113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12996.080000 sec): 3 clusters
  Score: Raw -26714.932282 + Penalty 2556.032631 = -24158.899651
  nChanged 9
		SP:Iteration 1F (12996.220000 sec): 3 clusters
  Score: Raw -26757.304348 + Penalty 2556.032631 = -24201.271717
  nChanged 2
		SP:Iteration 2Q (12996.440000 sec): 3 clusters
  Score: Raw -26773.490309 + Penalty 2556.032631 = -24217.457678
  nChanged 2
		SP:Iteration 3Q (12996.610000 sec): 3 clusters
  Score: Raw -26785.619629 + Penalty 2556.032631 = -24229.586998
  nChanged 2
		SP:Iteration 4Q (12996.730000 sec): 3 clusters
  Score: Raw -26815.673101 + Penalty 2556.032631 = -24259.640470
  nChanged 1
		SP:Iteration 5Q (12996.890000 sec): 3 clusters
  Score: Raw -26823.531408 + Penalty 2556.032631 = -24267.498777
  nChanged 0
		SP:Iteration 6F (12997.110000 sec): 3 clusters
  Score: Raw -26823.531408 + Penalty 2556.032631 = -24267.498777
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12997.190000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12997.330000 sec): 3 clusters
  Score: Raw -83477.071793 + Penalty 3097.106783 = -80379.965010
  nChanged 101
		SP:Iteration 1F (12997.480000 sec): 3 clusters
  Score: Raw -83662.385185 + Penalty 3097.106783 = -80565.278403
  nChanged 31
		SP:Iteration 2F (12997.650000 sec): 3 clusters
  Score: Raw -83731.989143 + Penalty 3097.106783 = -80634.882361
  nChanged 12
		SP:Iteration 3Q (12997.780000 sec): 3 clusters
  Score: Raw -83761.129417 + Penalty 3097.106783 = -80664.022634
  nChanged 11
		SP:Iteration 4Q (12997.940000 sec): 3 clusters
  Score: Raw -83803.107766 + Penalty 3097.106783 = -80706.000983
  nChanged 14
		SP:Iteration 5Q (12998.080000 sec): 3 clusters
  Score: Raw -83842.617277 + Penalty 3097.106783 = -80745.510494
  nChanged 6
		SP:Iteration 6Q (12998.280000 sec): 3 clusters
  Score: Raw -83875.699398 + Penalty 3097.106783 = -80778.592615
  nChanged 9
		SP:Iteration 7Q (12998.400000 sec): 3 clusters
  Score: Raw -83908.473226 + Penalty 3097.106783 = -80811.366444
  nChanged 6
		SP:Iteration 8Q (12998.530000 sec): 3 clusters
  Score: Raw -83925.479182 + Penalty 3097.106783 = -80828.372399
  nChanged 5
		SP:Iteration 9Q (12998.680000 sec): 3 clusters
  Score: Raw -83946.883252 + Penalty 3097.106783 = -80849.776469
  nChanged 8
		SP:Iteration 10Q (12998.850000 sec): 3 clusters
  Score: Raw -83979.754873 + Penalty 3097.106783 = -80882.648090
  nChanged 5
		SP:Iteration 11Q (12999.040000 sec): 3 clusters
  Score: Raw -84019.177327 + Penalty 3097.106783 = -80922.070544
  nChanged 6
		SP:Iteration 12Q (12999.200000 sec): 3 clusters
  Score: Raw -84042.449432 + Penalty 3097.106783 = -80945.342649
  nChanged 6
		SP:Iteration 13Q (12999.390000 sec): 3 clusters
  Score: Raw -84066.757326 + Penalty 3097.106783 = -80969.650544
  nChanged 5
		SP:Iteration 14Q (12999.570000 sec): 3 clusters
  Score: Raw -84085.490781 + Penalty 3097.106783 = -80988.383998
  nChanged 10
		SP:Iteration 15Q (12999.750000 sec): 3 clusters
  Score: Raw -84119.395043 + Penalty 3097.106783 = -81022.288261
  nChanged 9
		SP:Iteration 16Q (12999.900000 sec): 3 clusters
  Score: Raw -84170.203179 + Penalty 3097.106783 = -81073.096396
  nChanged 11
		SP:Iteration 17Q (13000.090000 sec): 3 clusters
  Score: Raw -84222.175415 + Penalty 3097.106783 = -81125.068632
  nChanged 8
		SP:Iteration 18Q (13000.190000 sec): 3 clusters
  Score: Raw -84298.176897 + Penalty 3097.106783 = -81201.070115
  nChanged 8
		SP:Iteration 19Q (13000.400000 sec): 3 clusters
  Score: Raw -84359.112519 + Penalty 3097.106783 = -81262.005736
  nChanged 9
		SP:Iteration 20F (13000.630000 sec): 3 clusters
  Score: Raw -84410.915465 + Penalty 3097.106783 = -81313.808682
  nChanged 14
		SP:Iteration 21Q (13000.760000 sec): 3 clusters
  Score: Raw -84544.923390 + Penalty 3097.106783 = -81447.816607
  nChanged 8
		SP:Iteration 22Q (13000.940000 sec): 3 clusters
  Score: Raw -84651.043182 + Penalty 3097.106783 = -81553.936400
  nChanged 4
		SP:Iteration 23Q (13001.070000 sec): 3 clusters
  Score: Raw -84665.585798 + Penalty 3097.106783 = -81568.479015
  nChanged 2
		SP:Iteration 24Q (13001.190000 sec): 3 clusters
  Score: Raw -84676.576109 + Penalty 3097.106783 = -81579.469326
  nChanged 1
		SP:Iteration 25Q (13001.320000 sec): 3 clusters
  Score: Raw -84679.420339 + Penalty 3097.106783 = -81582.313557
  nChanged 0
		SP:Iteration 26F (13001.410000 sec): 3 clusters
  Score: Raw -84679.420339 + Penalty 3097.106783 = -81582.313557
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13001.500000 sec): 2 clusters
  Score: Raw -86913.190686 + Penalty 1590.537821 = -85322.652865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13001.630000 sec): 3 clusters
  Score: Raw -86888.298427 + Penalty 3181.075643 = -83707.222784
  nChanged 136
		SP:Iteration 1F (13001.760000 sec): 3 clusters
  Score: Raw -87066.921206 + Penalty 3181.075643 = -83885.845563
  nChanged 35
		SP:Iteration 2F (13001.890000 sec): 3 clusters
  Score: Raw -87131.861454 + Penalty 3181.075643 = -83950.785811
  nChanged 23
		SP:Iteration 3Q (13002.020000 sec): 3 clusters
  Score: Raw -87210.468329 + Penalty 3181.075643 = -84029.392687
  nChanged 26
		SP:Iteration 4Q (13002.240000 sec): 3 clusters
  Score: Raw -87301.284015 + Penalty 3181.075643 = -84120.208372
  nChanged 22
		SP:Iteration 5Q (13002.390000 sec): 3 clusters
  Score: Raw -87347.674289 + Penalty 3181.075643 = -84166.598646
  nChanged 13
		SP:Iteration 6Q (13002.550000 sec): 3 clusters
  Score: Raw -87378.943675 + Penalty 3181.075643 = -84197.868033
  nChanged 8
		SP:Iteration 7Q (13002.720000 sec): 3 clusters
  Score: Raw -87386.701265 + Penalty 3181.075643 = -84205.625623
  nChanged 4
		SP:Iteration 8Q (13002.880000 sec): 3 clusters
  Score: Raw -87399.617396 + Penalty 3181.075643 = -84218.541754
  nChanged 4
		SP:Iteration 9Q (13003.060000 sec): 3 clusters
  Score: Raw -87410.118602 + Penalty 3181.075643 = -84229.042960
  nChanged 4
		SP:Iteration 10Q (13003.220000 sec): 3 clusters
  Score: Raw -87415.499379 + Penalty 3181.075643 = -84234.423736
  nChanged 4
		SP:Iteration 11Q (13003.330000 sec): 3 clusters
  Score: Raw -87423.391180 + Penalty 3181.075643 = -84242.315537
  nChanged 6
		SP:Iteration 12Q (13003.530000 sec): 3 clusters
  Score: Raw -87448.818511 + Penalty 3181.075643 = -84267.742868
  nChanged 14
		SP:Iteration 13Q (13003.660000 sec): 3 clusters
  Score: Raw -87479.896065 + Penalty 3181.075643 = -84298.820422
  nChanged 13
		SP:Iteration 14Q (13003.870000 sec): 3 clusters
  Score: Raw -87507.854044 + Penalty 3181.075643 = -84326.778401
  nChanged 14
		SP:Iteration 15Q (13004.060000 sec): 3 clusters
  Score: Raw -87527.654337 + Penalty 3181.075643 = -84346.578695
  nChanged 15
		SP:Iteration 16Q (13004.260000 sec): 3 clusters
  Score: Raw -87581.639304 + Penalty 3181.075643 = -84400.563661
  nChanged 19
		SP:Iteration 17Q (13004.390000 sec): 3 clusters
  Score: Raw -87654.358896 + Penalty 3181.075643 = -84473.283253
  nChanged 19
		SP:Iteration 18Q (13004.580000 sec): 3 clusters
  Score: Raw -87734.689576 + Penalty 3181.075643 = -84553.613933
  nChanged 19
		SP:Iteration 19Q (13004.770000 sec): 3 clusters
  Score: Raw -87844.121501 + Penalty 3181.075643 = -84663.045858
  nChanged 13
		SP:Iteration 20F (13004.870000 sec): 3 clusters
  Score: Raw -87954.095925 + Penalty 3181.075643 = -84773.020282
  nChanged 13
		SP:Iteration 21Q (13005.010000 sec): 3 clusters
  Score: Raw -88047.159693 + Penalty 3181.075643 = -84866.084050
  nChanged 12
		SP:Iteration 22Q (13005.140000 sec): 3 clusters
  Score: Raw -88103.674055 + Penalty 3181.075643 = -84922.598412
  nChanged 9
		SP:Iteration 23Q (13005.310000 sec): 3 clusters
  Score: Raw -88171.652854 + Penalty 3181.075643 = -84990.577211
  nChanged 7
		SP:Iteration 24Q (13005.410000 sec): 3 clusters
  Score: Raw -88213.899326 + Penalty 3181.075643 = -85032.823683
  nChanged 9
		SP:Iteration 25Q (13005.550000 sec): 3 clusters
  Score: Raw -88262.570742 + Penalty 3181.075643 = -85081.495099
  nChanged 4
		SP:Iteration 26Q (13005.690000 sec): 3 clusters
  Score: Raw -88279.735502 + Penalty 3181.075643 = -85098.659859
  nChanged 7
		SP:Iteration 27Q (13005.900000 sec): 3 clusters
  Score: Raw -88320.361772 + Penalty 3181.075643 = -85139.286129
  nChanged 10
		SP:Iteration 28Q (13006.060000 sec): 3 clusters
  Score: Raw -88401.160513 + Penalty 3181.075643 = -85220.084870
  nChanged 12
		SP:Iteration 29Q (13006.240000 sec): 3 clusters
  Score: Raw -88491.380396 + Penalty 3181.075643 = -85310.304753
  nChanged 7
		SP:Iteration 30Q (13006.330000 sec): 3 clusters
  Score: Raw -88516.160886 + Penalty 3181.075643 = -85335.085243
  nChanged 0
		SP:Iteration 31F (13006.460000 sec): 3 clusters
  Score: Raw -88516.160886 + Penalty 3181.075643 = -85335.085243
  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 3.86 GB.

 Trying to split cluster 32 (362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13006.520000 sec): 2 clusters
  Score: Raw -44451.493123 + Penalty 1461.127765 = -42990.365359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13006.650000 sec): 3 clusters
  Score: Raw -44643.861978 + Penalty 2922.255529 = -41721.606449
  nChanged 67
		SP:Iteration 1F (13006.790000 sec): 3 clusters
  Score: Raw -44845.437630 + Penalty 2922.255529 = -41923.182101
  nChanged 17
		SP:Iteration 2Q (13006.920000 sec): 3 clusters
  Score: Raw -44898.894941 + Penalty 2922.255529 = -41976.639412
  nChanged 13
		SP:Iteration 3Q (13007.060000 sec): 3 clusters
  Score: Raw -44974.263086 + Penalty 2922.255529 = -42052.007557
  nChanged 9
		SP:Iteration 4Q (13007.200000 sec): 3 clusters
  Score: Raw -45033.379991 + Penalty 2922.255529 = -42111.124462
  nChanged 2
		SP:Iteration 5Q (13007.340000 sec): 3 clusters
  Score: Raw -45060.725403 + Penalty 2922.255529 = -42138.469874
  nChanged 2
		SP:Iteration 6Q (13007.470000 sec): 3 clusters
  Score: Raw -45068.634379 + Penalty 2922.255529 = -42146.378850
  nChanged 0
		SP:Iteration 7F (13007.600000 sec): 3 clusters
  Score: Raw -45068.634379 + Penalty 2922.255529 = -42146.378850
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13007.790000 sec): 2 clusters
  Score: Raw -2763445.701026 + Penalty 2402.470656 = -2761043.230370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13008.060000 sec): 3 clusters
  Score: Raw -2754245.865597 + Penalty 4804.941313 = -2749440.924284
  nChanged 6985
		SP:Iteration 1F (13008.390000 sec): 3 clusters
  Score: Raw -2757988.220954 + Penalty 4804.941313 = -2753183.279642
  nChanged 922
		SP:Iteration 2F (13008.720000 sec): 3 clusters
  Score: Raw -2758339.750866 + Penalty 4804.941313 = -2753534.809553
  nChanged 740
		SP:Iteration 3Q (13009.010000 sec): 3 clusters
  Score: Raw -2758612.822914 + Penalty 4804.941313 = -2753807.881601
  nChanged 638
		SP:Iteration 4Q (13009.290000 sec): 3 clusters
  Score: Raw -2758856.535628 + Penalty 4804.941313 = -2754051.594315
  nChanged 583
		SP:Iteration 5Q (13009.670000 sec): 3 clusters
  Score: Raw -2759070.724806 + Penalty 4804.941313 = -2754265.783493
  nChanged 553
		SP:Iteration 6Q (13009.930000 sec): 3 clusters
  Score: Raw -2759287.761396 + Penalty 4804.941313 = -2754482.820083
  nChanged 497
		SP:Iteration 7Q (13010.180000 sec): 3 clusters
  Score: Raw -2759476.106613 + Penalty 4804.941313 = -2754671.165300
  nChanged 483
		SP:Iteration 8Q (13010.560000 sec): 3 clusters
  Score: Raw -2759633.520933 + Penalty 4804.941313 = -2754828.579620
  nChanged 413
		SP:Iteration 9Q (13010.860000 sec): 3 clusters
  Score: Raw -2759763.740204 + Penalty 4804.941313 = -2754958.798891
  nChanged 406
		SP:Iteration 10Q (13011.170000 sec): 3 clusters
  Score: Raw -2759896.866204 + Penalty 4804.941313 = -2755091.924891
  nChanged 394
		SP:Iteration 11Q (13011.480000 sec): 3 clusters
  Score: Raw -2760028.628720 + Penalty 4804.941313 = -2755223.687408
  nChanged 377
		SP:Iteration 12Q (13011.810000 sec): 3 clusters
  Score: Raw -2760145.682592 + Penalty 4804.941313 = -2755340.741279
  nChanged 382
		SP:Iteration 13Q (13012.190000 sec): 3 clusters
  Score: Raw -2760286.298421 + Penalty 4804.941313 = -2755481.357109
  nChanged 420
		SP:Iteration 14Q (13012.480000 sec): 3 clusters
  Score: Raw -2760442.653424 + Penalty 4804.941313 = -2755637.712112
  nChanged 463
		SP:Iteration 15Q (13012.760000 sec): 3 clusters
  Score: Raw -2760630.114483 + Penalty 4804.941313 = -2755825.173171
  nChanged 476
		SP:Iteration 16Q (13013.100000 sec): 3 clusters
  Score: Raw -2760831.762033 + Penalty 4804.941313 = -2756026.820721
  nChanged 425
		SP:Iteration 17Q (13013.490000 sec): 3 clusters
  Score: Raw -2761006.268882 + Penalty 4804.941313 = -2756201.327570
  nChanged 409
		SP:Iteration 18Q (13013.810000 sec): 3 clusters
  Score: Raw -2761186.138385 + Penalty 4804.941313 = -2756381.197073
  nChanged 404
		SP:Iteration 19Q (13014.120000 sec): 3 clusters
  Score: Raw -2761367.690635 + Penalty 4804.941313 = -2756562.749322
  nChanged 387
		SP:Iteration 20F (13014.430000 sec): 3 clusters
  Score: Raw -2761543.864055 + Penalty 4804.941313 = -2756738.922743
  nChanged 348
		SP:Iteration 21Q (13014.730000 sec): 3 clusters
  Score: Raw -2761705.122515 + Penalty 4804.941313 = -2756900.181202
  nChanged 299
		SP:Iteration 22Q (13015.000000 sec): 3 clusters
  Score: Raw -2761835.402777 + Penalty 4804.941313 = -2757030.461464
  nChanged 289
		SP:Iteration 23Q (13015.250000 sec): 3 clusters
  Score: Raw -2761947.443957 + Penalty 4804.941313 = -2757142.502644
  nChanged 242
		SP:Iteration 24Q (13015.550000 sec): 3 clusters
  Score: Raw -2762046.962958 + Penalty 4804.941313 = -2757242.021645
  nChanged 247
		SP:Iteration 25Q (13015.860000 sec): 3 clusters
  Score: Raw -2762152.105899 + Penalty 4804.941313 = -2757347.164586
  nChanged 255
		SP:Iteration 26Q (13016.220000 sec): 3 clusters
  Score: Raw -2762270.826101 + Penalty 4804.941313 = -2757465.884788
  nChanged 235
		SP:Iteration 27Q (13016.540000 sec): 3 clusters
  Score: Raw -2762377.078086 + Penalty 4804.941313 = -2757572.136773
  nChanged 214
		SP:Iteration 28Q (13016.860000 sec): 3 clusters
  Score: Raw -2762465.859647 + Penalty 4804.941313 = -2757660.918335
  nChanged 183
		SP:Iteration 29Q (13017.110000 sec): 3 clusters
  Score: Raw -2762540.674893 + Penalty 4804.941313 = -2757735.733580
  nChanged 182
		SP:Iteration 30Q (13017.390000 sec): 3 clusters
  Score: Raw -2762619.680609 + Penalty 4804.941313 = -2757814.739297
  nChanged 187
		SP:Iteration 31Q (13017.670000 sec): 3 clusters
  Score: Raw -2762711.483549 + Penalty 4804.941313 = -2757906.542237
  nChanged 198
		SP:Iteration 32Q (13017.960000 sec): 3 clusters
  Score: Raw -2762815.344226 + Penalty 4804.941313 = -2758010.402913
  nChanged 198
		SP:Iteration 33Q (13018.240000 sec): 3 clusters
  Score: Raw -2762932.089610 + Penalty 4804.941313 = -2758127.148297
  nChanged 191
		SP:Iteration 34Q (13018.530000 sec): 3 clusters
  Score: Raw -2763045.991640 + Penalty 4804.941313 = -2758241.050327
  nChanged 174
		SP:Iteration 35Q (13018.810000 sec): 3 clusters
  Score: Raw -2763162.784679 + Penalty 4804.941313 = -2758357.843367
  nChanged 149
		SP:Iteration 36Q (13019.100000 sec): 3 clusters
  Score: Raw -2763268.768135 + Penalty 4804.941313 = -2758463.826822
  nChanged 133
		SP:Iteration 37Q (13019.380000 sec): 3 clusters
  Score: Raw -2763352.010757 + Penalty 4804.941313 = -2758547.069445
  nChanged 113
		SP:Iteration 38Q (13019.670000 sec): 3 clusters
  Score: Raw -2763432.393215 + Penalty 4804.941313 = -2758627.451903
  nChanged 105
		SP:Iteration 39Q (13019.950000 sec): 3 clusters
  Score: Raw -2763515.494967 + Penalty 4804.941313 = -2758710.553655
  nChanged 68
		SP:Iteration 40F (13020.240000 sec): 3 clusters
  Score: Raw -2763568.104930 + Penalty 4804.941313 = -2758763.163618
  nChanged 47
		SP:Iteration 41Q (13020.520000 sec): 3 clusters
  Score: Raw -2763599.942198 + Penalty 4804.941313 = -2758795.000886
  nChanged 36
		SP:Iteration 42Q (13020.800000 sec): 3 clusters
  Score: Raw -2763626.353566 + Penalty 4804.941313 = -2758821.412253
  nChanged 34
		SP:Iteration 43Q (13021.080000 sec): 3 clusters
  Score: Raw -2763650.896573 + Penalty 4804.941313 = -2758845.955260
  nChanged 31
		SP:Iteration 44Q (13021.360000 sec): 3 clusters
  Score: Raw -2763673.573507 + Penalty 4804.941313 = -2758868.632195
  nChanged 29
		SP:Iteration 45Q (13021.660000 sec): 3 clusters
  Score: Raw -2763692.654753 + Penalty 4804.941313 = -2758887.713441
  nChanged 14
		SP:Iteration 46Q (13021.960000 sec): 3 clusters
  Score: Raw -2763700.618043 + Penalty 4804.941313 = -2758895.676730
  nChanged 12
		SP:Iteration 47Q (13022.270000 sec): 3 clusters
  Score: Raw -2763709.094637 + Penalty 4804.941313 = -2758904.153325
  nChanged 19
		SP:Iteration 48Q (13022.520000 sec): 3 clusters
  Score: Raw -2763720.732954 + Penalty 4804.941313 = -2758915.791641
  nChanged 13
		SP:Iteration 49Q (13022.760000 sec): 3 clusters
  Score: Raw -2763731.558342 + Penalty 4804.941313 = -2758926.617029
  nChanged 11
		SP:Iteration 50Q (13023.070000 sec): 3 clusters
  Score: Raw -2763738.437195 + Penalty 4804.941313 = -2758933.495882
  nChanged 9
		SP:Iteration 51Q (13023.380000 sec): 3 clusters
  Score: Raw -2763745.196595 + Penalty 4804.941313 = -2758940.255283
  nChanged 6
		SP:Iteration 52Q (13023.700000 sec): 3 clusters
  Score: Raw -2763750.016877 + Penalty 4804.941313 = -2758945.075564
  nChanged 8
		SP:Iteration 53Q (13024.020000 sec): 3 clusters
  Score: Raw -2763756.380827 + Penalty 4804.941313 = -2758951.439514
  nChanged 5
		SP:Iteration 54Q (13024.350000 sec): 3 clusters
  Score: Raw -2763759.576856 + Penalty 4804.941313 = -2758954.635543
  nChanged 6
		SP:Iteration 55Q (13024.660000 sec): 3 clusters
  Score: Raw -2763765.467358 + Penalty 4804.941313 = -2758960.526045
  nChanged 5
		SP:Iteration 56Q (13024.960000 sec): 3 clusters
  Score: Raw -2763769.577681 + Penalty 4804.941313 = -2758964.636369
  nChanged 6
		SP:Iteration 57Q (13025.230000 sec): 3 clusters
  Score: Raw -2763773.411231 + Penalty 4804.941313 = -2758968.469918
  nChanged 5
		SP:Iteration 58Q (13025.570000 sec): 3 clusters
  Score: Raw -2763777.494769 + Penalty 4804.941313 = -2758972.553456
  nChanged 7
		SP:Iteration 59Q (13025.880000 sec): 3 clusters
  Score: Raw -2763782.568267 + Penalty 4804.941313 = -2758977.626955
  nChanged 5
		SP:Iteration 60F (13026.200000 sec): 3 clusters
  Score: Raw -2763787.274752 + Penalty 4804.941313 = -2758982.333440
  nChanged 4
		SP:Iteration 61Q (13026.480000 sec): 3 clusters
  Score: Raw -2763791.550237 + Penalty 4804.941313 = -2758986.608924
  nChanged 6
		SP:Iteration 62Q (13026.750000 sec): 3 clusters
  Score: Raw -2763795.747194 + Penalty 4804.941313 = -2758990.805881
  nChanged 5
		SP:Iteration 63Q (13027.010000 sec): 3 clusters
  Score: Raw -2763799.510039 + Penalty 4804.941313 = -2758994.568727
  nChanged 4
		SP:Iteration 64Q (13027.270000 sec): 3 clusters
  Score: Raw -2763803.044793 + Penalty 4804.941313 = -2758998.103481
  nChanged 2
		SP:Iteration 65Q (13027.530000 sec): 3 clusters
  Score: Raw -2763804.716899 + Penalty 4804.941313 = -2758999.775587
  nChanged 2
		SP:Iteration 66Q (13027.860000 sec): 3 clusters
  Score: Raw -2763806.606157 + Penalty 4804.941313 = -2759001.664844
  nChanged 1
		SP:Iteration 67Q (13028.140000 sec): 3 clusters
  Score: Raw -2763807.503767 + Penalty 4804.941313 = -2759002.562455
  nChanged 0
		SP:Iteration 68F (13028.350000 sec): 3 clusters
  Score: Raw -2763807.503767 + Penalty 4804.941313 = -2759002.562455
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13028.470000 sec): 2 clusters
  Score: Raw -18726.591478 + Penalty 1344.292680 = -17382.298798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13028.630000 sec): 3 clusters
  Score: Raw -19041.241873 + Penalty 2688.585360 = -16352.656513
  nChanged 32
		SP:Iteration 1F (13028.770000 sec): 3 clusters
  Score: Raw -19197.827154 + Penalty 2688.585360 = -16509.241795
  nChanged 14
		SP:Iteration 2F (13028.900000 sec): 3 clusters
  Score: Raw -19289.201007 + Penalty 2688.585360 = -16600.615648
  nChanged 4
		SP:Iteration 3Q (13029.080000 sec): 3 clusters
  Score: Raw -19312.327353 + Penalty 2688.585360 = -16623.741994
  nChanged 2
		SP:Iteration 4Q (13029.280000 sec): 3 clusters
  Score: Raw -19320.080179 + Penalty 2688.585360 = -16631.494820
  nChanged 2
		SP:Iteration 5Q (13029.400000 sec): 3 clusters
  Score: Raw -19329.794600 + Penalty 2688.585360 = -16641.209240
  nChanged 0
		SP:Iteration 6F (13029.520000 sec): 3 clusters
  Score: Raw -19329.794600 + Penalty 2688.585360 = -16641.209240
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13029.580000 sec): 2 clusters
  Score: Raw -19024.459923 + Penalty 1252.364290 = -17772.095633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13029.690000 sec): 3 clusters
  Score: Raw -19440.070894 + Penalty 2504.728580 = -16935.342315
  nChanged 15
		SP:Iteration 1F (13029.850000 sec): 3 clusters
  Score: Raw -19531.902118 + Penalty 2504.728580 = -17027.173538
  nChanged 2
		SP:Iteration 2Q (13029.970000 sec): 3 clusters
  Score: Raw -19541.699787 + Penalty 2504.728580 = -17036.971207
  nChanged 2
		SP:Iteration 3Q (13030.130000 sec): 3 clusters
  Score: Raw -19553.384006 + Penalty 2504.728580 = -17048.655427
  nChanged 0
		SP:Iteration 4F (13030.260000 sec): 3 clusters
  Score: Raw -19553.384006 + Penalty 2504.728580 = -17048.655427
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13030.330000 sec): 2 clusters
  Score: Raw -47137.011167 + Penalty 1460.441734 = -45676.569433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13030.480000 sec): 3 clusters
  Score: Raw -47674.632855 + Penalty 2920.883467 = -44753.749388
  nChanged 99
		SP:Iteration 1F (13030.620000 sec): 3 clusters
  Score: Raw -47959.024585 + Penalty 2920.883467 = -45038.141118
  nChanged 34
		SP:Iteration 2F (13030.760000 sec): 3 clusters
  Score: Raw -48096.931705 + Penalty 2920.883467 = -45176.048238
  nChanged 20
		SP:Iteration 3F (13030.900000 sec): 3 clusters
  Score: Raw -48157.323916 + Penalty 2920.883467 = -45236.440448
  nChanged 10
		SP:Iteration 4Q (13031.050000 sec): 3 clusters
  Score: Raw -48311.444339 + Penalty 2920.883467 = -45390.560872
  nChanged 5
		SP:Iteration 5Q (13031.160000 sec): 3 clusters
  Score: Raw -48325.102498 + Penalty 2920.883467 = -45404.219030
  nChanged 2
		SP:Iteration 6Q (13031.330000 sec): 3 clusters
  Score: Raw -48328.180306 + Penalty 2920.883467 = -45407.296838
  nChanged 1
		SP:Iteration 7Q (13031.470000 sec): 3 clusters
  Score: Raw -48332.345281 + Penalty 2920.883467 = -45411.461814
  nChanged 0
		SP:Iteration 8F (13031.640000 sec): 3 clusters
  Score: Raw -48332.345281 + Penalty 2920.883467 = -45411.461814
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13031.690000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13031.830000 sec): 3 clusters
  Score: Raw -72009.393176 + Penalty 2992.410766 = -69016.982410
  nChanged 50
		SP:Iteration 1F (13032.010000 sec): 3 clusters
  Score: Raw -72126.439204 + Penalty 2992.410766 = -69134.028438
  nChanged 16
		SP:Iteration 2Q (13032.150000 sec): 3 clusters
  Score: Raw -72165.492971 + Penalty 2992.410766 = -69173.082204
  nChanged 5
		SP:Iteration 3Q (13032.290000 sec): 3 clusters
  Score: Raw -72179.829010 + Penalty 2992.410766 = -69187.418244
  nChanged 3
		SP:Iteration 4Q (13032.470000 sec): 3 clusters
  Score: Raw -72190.536667 + Penalty 2992.410766 = -69198.125901
  nChanged 1
		SP:Iteration 5Q (13032.640000 sec): 3 clusters
  Score: Raw -72192.851818 + Penalty 2992.410766 = -69200.441052
  nChanged 0
		SP:Iteration 6F (13032.860000 sec): 3 clusters
  Score: Raw -72192.851818 + Penalty 2992.410766 = -69200.441052
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13033.140000 sec): 2 clusters
  Score: Raw -3701840.532432 + Penalty 2469.695379 = -3699370.837052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13033.480000 sec): 3 clusters
  Score: Raw -3689623.334541 + Penalty 4939.390759 = -3684683.943782
  nChanged 9297
		SP:Iteration 1F (13033.870000 sec): 3 clusters
  Score: Raw -3694677.765507 + Penalty 4939.390759 = -3689738.374748
  nChanged 1093
		SP:Iteration 2F (13034.210000 sec): 3 clusters
  Score: Raw -3695154.639872 + Penalty 4939.390759 = -3690215.249113
  nChanged 992
		SP:Iteration 3Q (13034.600000 sec): 3 clusters
  Score: Raw -3695624.191308 + Penalty 4939.390759 = -3690684.800549
  nChanged 1031
		SP:Iteration 4Q (13034.910000 sec): 3 clusters
  Score: Raw -3696155.752123 + Penalty 4939.390759 = -3691216.361364
  nChanged 1014
		SP:Iteration 5Q (13035.280000 sec): 3 clusters
  Score: Raw -3696639.079578 + Penalty 4939.390759 = -3691699.688819
  nChanged 964
		SP:Iteration 6Q (13035.600000 sec): 3 clusters
  Score: Raw -3697096.352484 + Penalty 4939.390759 = -3692156.961725
  nChanged 956
		SP:Iteration 7Q (13035.940000 sec): 3 clusters
  Score: Raw -3697579.724304 + Penalty 4939.390759 = -3692640.333545
  nChanged 979
		SP:Iteration 8Q (13036.240000 sec): 3 clusters
  Score: Raw -3698066.340965 + Penalty 4939.390759 = -3693126.950206
  nChanged 960
		SP:Iteration 9Q (13036.630000 sec): 3 clusters
  Score: Raw -3698584.422930 + Penalty 4939.390759 = -3693645.032171
  nChanged 881
		SP:Iteration 10Q (13037.020000 sec): 3 clusters
  Score: Raw -3699061.872042 + Penalty 4939.390759 = -3694122.481283
  nChanged 783
		SP:Iteration 11Q (13037.300000 sec): 3 clusters
  Score: Raw -3699481.776402 + Penalty 4939.390759 = -3694542.385643
  nChanged 666
		SP:Iteration 12Q (13037.630000 sec): 3 clusters
  Score: Raw -3699813.264275 + Penalty 4939.390759 = -3694873.873516
  nChanged 577
		SP:Iteration 13Q (13037.920000 sec): 3 clusters
  Score: Raw -3700080.444632 + Penalty 4939.390759 = -3695141.053873
  nChanged 553
		SP:Iteration 14Q (13038.250000 sec): 3 clusters
  Score: Raw -3700317.952774 + Penalty 4939.390759 = -3695378.562016
  nChanged 522
		SP:Iteration 15Q (13038.600000 sec): 3 clusters
  Score: Raw -3700551.808798 + Penalty 4939.390759 = -3695612.418039
  nChanged 501
		SP:Iteration 16Q (13038.920000 sec): 3 clusters
  Score: Raw -3700779.565983 + Penalty 4939.390759 = -3695840.175224
  nChanged 499
		SP:Iteration 17Q (13039.250000 sec): 3 clusters
  Score: Raw -3701017.426803 + Penalty 4939.390759 = -3696078.036044
  nChanged 509
		SP:Iteration 18Q (13039.710000 sec): 3 clusters
  Score: Raw -3701268.618094 + Penalty 4939.390759 = -3696329.227335
  nChanged 445
		SP:Iteration 19Q (13040.040000 sec): 3 clusters
  Score: Raw -3701484.877338 + Penalty 4939.390759 = -3696545.486580
  nChanged 392
		SP:Iteration 20F (13040.340000 sec): 3 clusters
  Score: Raw -3701696.212502 + Penalty 4939.390759 = -3696756.821744
  nChanged 327
		SP:Iteration 21Q (13040.670000 sec): 3 clusters
  Score: Raw -3701876.020611 + Penalty 4939.390759 = -3696936.629852
  nChanged 261
		SP:Iteration 22Q (13040.980000 sec): 3 clusters
  Score: Raw -3702008.035049 + Penalty 4939.390759 = -3697068.644290
  nChanged 229
		SP:Iteration 23Q (13041.310000 sec): 3 clusters
  Score: Raw -3702122.986194 + Penalty 4939.390759 = -3697183.595435
  nChanged 158
		SP:Iteration 24Q (13041.650000 sec): 3 clusters
  Score: Raw -3702207.623523 + Penalty 4939.390759 = -3697268.232764
  nChanged 123
		SP:Iteration 25Q (13041.970000 sec): 3 clusters
  Score: Raw -3702266.667108 + Penalty 4939.390759 = -3697327.276350
  nChanged 97
		SP:Iteration 26Q (13042.320000 sec): 3 clusters
  Score: Raw -3702312.219039 + Penalty 4939.390759 = -3697372.828280
  nChanged 76
		SP:Iteration 27Q (13042.620000 sec): 3 clusters
  Score: Raw -3702350.896295 + Penalty 4939.390759 = -3697411.505536
  nChanged 53
		SP:Iteration 28Q (13042.960000 sec): 3 clusters
  Score: Raw -3702378.154304 + Penalty 4939.390759 = -3697438.763545
  nChanged 53
		SP:Iteration 29Q (13043.280000 sec): 3 clusters
  Score: Raw -3702403.815756 + Penalty 4939.390759 = -3697464.424997
  nChanged 42
		SP:Iteration 30Q (13043.640000 sec): 3 clusters
  Score: Raw -3702421.325875 + Penalty 4939.390759 = -3697481.935116
  nChanged 25
		SP:Iteration 31Q (13043.960000 sec): 3 clusters
  Score: Raw -3702430.579670 + Penalty 4939.390759 = -3697491.188912
  nChanged 26
		SP:Iteration 32Q (13044.310000 sec): 3 clusters
  Score: Raw -3702442.406864 + Penalty 4939.390759 = -3697503.016105
  nChanged 22
		SP:Iteration 33Q (13044.660000 sec): 3 clusters
  Score: Raw -3702452.193596 + Penalty 4939.390759 = -3697512.802837
  nChanged 18
		SP:Iteration 34Q (13044.980000 sec): 3 clusters
  Score: Raw -3702458.734419 + Penalty 4939.390759 = -3697519.343661
  nChanged 16
		SP:Iteration 35Q (13045.300000 sec): 3 clusters
  Score: Raw -3702465.264405 + Penalty 4939.390759 = -3697525.873646
  nChanged 14
		SP:Iteration 36Q (13045.620000 sec): 3 clusters
  Score: Raw -3702471.712822 + Penalty 4939.390759 = -3697532.322063
  nChanged 12
		SP:Iteration 37Q (13045.930000 sec): 3 clusters
  Score: Raw -3702476.112840 + Penalty 4939.390759 = -3697536.722081
  nChanged 7
		SP:Iteration 38Q (13046.290000 sec): 3 clusters
  Score: Raw -3702478.977221 + Penalty 4939.390759 = -3697539.586463
  nChanged 13
		SP:Iteration 39Q (13046.640000 sec): 3 clusters
  Score: Raw -3702486.014621 + Penalty 4939.390759 = -3697546.623862
  nChanged 15
		SP:Iteration 40F (13046.990000 sec): 3 clusters
  Score: Raw -3702493.202872 + Penalty 4939.390759 = -3697553.812113
  nChanged 15
		SP:Iteration 41Q (13047.310000 sec): 3 clusters
  Score: Raw -3702498.371048 + Penalty 4939.390759 = -3697558.980289
  nChanged 17
		SP:Iteration 42Q (13047.610000 sec): 3 clusters
  Score: Raw -3702504.470083 + Penalty 4939.390759 = -3697565.079324
  nChanged 15
		SP:Iteration 43Q (13047.970000 sec): 3 clusters
  Score: Raw -3702510.395519 + Penalty 4939.390759 = -3697571.004760
  nChanged 13
		SP:Iteration 44Q (13048.330000 sec): 3 clusters
  Score: Raw -3702517.074338 + Penalty 4939.390759 = -3697577.683579
  nChanged 11
		SP:Iteration 45Q (13048.640000 sec): 3 clusters
  Score: Raw -3702522.692269 + Penalty 4939.390759 = -3697583.301511
  nChanged 10
		SP:Iteration 46Q (13048.940000 sec): 3 clusters
  Score: Raw -3702527.232384 + Penalty 4939.390759 = -3697587.841625
  nChanged 9
		SP:Iteration 47Q (13049.260000 sec): 3 clusters
  Score: Raw -3702531.264056 + Penalty 4939.390759 = -3697591.873298
  nChanged 9
		SP:Iteration 48Q (13049.560000 sec): 3 clusters
  Score: Raw -3702535.809016 + Penalty 4939.390759 = -3697596.418257
  nChanged 8
		SP:Iteration 49Q (13049.820000 sec): 3 clusters
  Score: Raw -3702539.535070 + Penalty 4939.390759 = -3697600.144311
  nChanged 3
		SP:Iteration 50Q (13050.090000 sec): 3 clusters
  Score: Raw -3702541.334882 + Penalty 4939.390759 = -3697601.944123
  nChanged 6
		SP:Iteration 51Q (13050.360000 sec): 3 clusters
  Score: Raw -3702543.285088 + Penalty 4939.390759 = -3697603.894329
  nChanged 1
		SP:Iteration 52Q (13050.620000 sec): 3 clusters
  Score: Raw -3702543.682163 + Penalty 4939.390759 = -3697604.291404
  nChanged 1
		SP:Iteration 53Q (13050.870000 sec): 3 clusters
  Score: Raw -3702543.905491 + Penalty 4939.390759 = -3697604.514732
  nChanged 2
		SP:Iteration 54Q (13051.180000 sec): 3 clusters
  Score: Raw -3702544.381925 + Penalty 4939.390759 = -3697604.991166
  nChanged 1
		SP:Iteration 55Q (13051.420000 sec): 3 clusters
  Score: Raw -3702544.578010 + Penalty 4939.390759 = -3697605.187251
  nChanged 2
		SP:Iteration 56Q (13051.750000 sec): 3 clusters
  Score: Raw -3702545.180121 + Penalty 4939.390759 = -3697605.789362
  nChanged 0
		SP:Iteration 57F (13052.040000 sec): 3 clusters
  Score: Raw -3702545.180121 + Penalty 4939.390759 = -3697605.789362
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13052.170000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13052.340000 sec): 3 clusters
  Score: Raw -38485.231492 + Penalty 2740.624658 = -35744.606834
  nChanged 25
		SP:Iteration 1F (13052.500000 sec): 3 clusters
  Score: Raw -38612.087869 + Penalty 2740.624658 = -35871.463212
  nChanged 12
		SP:Iteration 2Q (13052.690000 sec): 3 clusters
  Score: Raw -38667.001329 + Penalty 2740.624658 = -35926.376671
  nChanged 3
		SP:Iteration 3Q (13052.800000 sec): 3 clusters
  Score: Raw -38680.287867 + Penalty 2740.624658 = -35939.663209
  nChanged 2
		SP:Iteration 4Q (13052.970000 sec): 3 clusters
  Score: Raw -38692.589027 + Penalty 2740.624658 = -35951.964369
  nChanged 2
		SP:Iteration 5Q (13053.140000 sec): 3 clusters
  Score: Raw -38698.926951 + Penalty 2740.624658 = -35958.302293
  nChanged 0
		SP:Iteration 6F (13053.280000 sec): 3 clusters
  Score: Raw -38698.926951 + Penalty 2740.624658 = -35958.302293
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13053.370000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13053.530000 sec): 3 clusters
  Score: Raw -110470.275765 + Penalty 3200.216281 = -107270.059484
  nChanged 131
		SP:Iteration 1F (13053.710000 sec): 3 clusters
  Score: Raw -110686.249897 + Penalty 3200.216281 = -107486.033616
  nChanged 29
		SP:Iteration 2Q (13053.890000 sec): 3 clusters
  Score: Raw -110744.520254 + Penalty 3200.216281 = -107544.303973
  nChanged 23
		SP:Iteration 3Q (13054.080000 sec): 3 clusters
  Score: Raw -110783.988845 + Penalty 3200.216281 = -107583.772563
  nChanged 10
		SP:Iteration 4Q (13054.270000 sec): 3 clusters
  Score: Raw -110815.072251 + Penalty 3200.216281 = -107614.855969
  nChanged 11
		SP:Iteration 5Q (13054.420000 sec): 3 clusters
  Score: Raw -110838.619371 + Penalty 3200.216281 = -107638.403089
  nChanged 4
		SP:Iteration 6Q (13054.630000 sec): 3 clusters
  Score: Raw -110845.094682 + Penalty 3200.216281 = -107644.878400
  nChanged 2
		SP:Iteration 7Q (13054.770000 sec): 3 clusters
  Score: Raw -110854.825198 + Penalty 3200.216281 = -107654.608916
  nChanged 3
		SP:Iteration 8Q (13054.960000 sec): 3 clusters
  Score: Raw -110857.562432 + Penalty 3200.216281 = -107657.346151
  nChanged 1
		SP:Iteration 9Q (13055.120000 sec): 3 clusters
  Score: Raw -110859.966094 + Penalty 3200.216281 = -107659.749812
  nChanged 1
		SP:Iteration 10Q (13055.290000 sec): 3 clusters
  Score: Raw -110860.860978 + Penalty 3200.216281 = -107660.644697
  nChanged 1
		SP:Iteration 11Q (13055.430000 sec): 3 clusters
  Score: Raw -110861.597297 + Penalty 3200.216281 = -107661.381015
  nChanged 0
		SP:Iteration 12F (13055.570000 sec): 3 clusters
  Score: Raw -110861.597297 + Penalty 3200.216281 = -107661.381015
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13055.630000 sec): 2 clusters
  Score: Raw -70733.769478 + Penalty 1580.159738 = -69153.609740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13055.770000 sec): 3 clusters
  Score: Raw -70760.885314 + Penalty 3160.319476 = -67600.565838
  nChanged 138
		SP:Iteration 1F (13055.900000 sec): 3 clusters
  Score: Raw -71009.237817 + Penalty 3160.319476 = -67848.918341
  nChanged 42
		SP:Iteration 2F (13056.040000 sec): 3 clusters
  Score: Raw -71128.260589 + Penalty 3160.319476 = -67967.941113
  nChanged 34
		SP:Iteration 3F (13056.200000 sec): 3 clusters
  Score: Raw -71247.966471 + Penalty 3160.319476 = -68087.646995
  nChanged 31
		SP:Iteration 4F (13056.330000 sec): 3 clusters
  Score: Raw -71369.052870 + Penalty 3160.319476 = -68208.733394
  nChanged 27
		SP:Iteration 5Q (13056.470000 sec): 3 clusters
  Score: Raw -71587.149123 + Penalty 3160.319476 = -68426.829647
  nChanged 23
		SP:Iteration 6Q (13056.640000 sec): 3 clusters
  Score: Raw -71764.515876 + Penalty 3160.319476 = -68604.196399
  nChanged 15
		SP:Iteration 7Q (13056.830000 sec): 3 clusters
  Score: Raw -71855.724715 + Penalty 3160.319476 = -68695.405238
  nChanged 10
		SP:Iteration 8Q (13056.990000 sec): 3 clusters
  Score: Raw -71898.808781 + Penalty 3160.319476 = -68738.489305
  nChanged 10
		SP:Iteration 9Q (13057.170000 sec): 3 clusters
  Score: Raw -71934.629909 + Penalty 3160.319476 = -68774.310433
  nChanged 7
		SP:Iteration 10Q (13057.290000 sec): 3 clusters
  Score: Raw -71967.785850 + Penalty 3160.319476 = -68807.466374
  nChanged 3
		SP:Iteration 11Q (13057.460000 sec): 3 clusters
  Score: Raw -71983.894992 + Penalty 3160.319476 = -68823.575516
  nChanged 3
		SP:Iteration 12Q (13057.660000 sec): 3 clusters
  Score: Raw -71990.279531 + Penalty 3160.319476 = -68829.960055
  nChanged 1
		SP:Iteration 13Q (13057.850000 sec): 3 clusters
  Score: Raw -71992.615085 + Penalty 3160.319476 = -68832.295609
  nChanged 1
		SP:Iteration 14Q (13057.980000 sec): 3 clusters
  Score: Raw -71994.399303 + Penalty 3160.319476 = -68834.079827
  nChanged 1
		SP:Iteration 15Q (13058.150000 sec): 3 clusters
  Score: Raw -71996.176207 + Penalty 3160.319476 = -68835.856730
  nChanged 0
		SP:Iteration 16F (13058.270000 sec): 3 clusters
  Score: Raw -71996.176207 + Penalty 3160.319476 = -68835.856730
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13058.360000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13058.490000 sec): 3 clusters
  Score: Raw -29596.100088 + Penalty 2632.900778 = -26963.199310
  nChanged 12
		SP:Iteration 1F (13058.580000 sec): 3 clusters
  Score: Raw -29639.733144 + Penalty 2632.900778 = -27006.832366
  nChanged 6
		SP:Iteration 2Q (13058.700000 sec): 3 clusters
  Score: Raw -29667.477126 + Penalty 2632.900778 = -27034.576348
  nChanged 3
		SP:Iteration 3Q (13058.840000 sec): 3 clusters
  Score: Raw -29687.165163 + Penalty 2632.900778 = -27054.264385
  nChanged 2
		SP:Iteration 4Q (13059.020000 sec): 3 clusters
  Score: Raw -29693.302940 + Penalty 2632.900778 = -27060.402162
  nChanged 3
		SP:Iteration 5Q (13059.150000 sec): 3 clusters
  Score: Raw -29724.153813 + Penalty 2632.900778 = -27091.253035
  nChanged 1
		SP:Iteration 6Q (13059.320000 sec): 3 clusters
  Score: Raw -29727.497160 + Penalty 2632.900778 = -27094.596382
  nChanged 0
		SP:Iteration 7F (13059.470000 sec): 3 clusters
  Score: Raw -29727.497160 + Penalty 2632.900778 = -27094.596382
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13059.550000 sec): 2 clusters
  Score: Raw -253175.849116 + Penalty 1824.515724 = -251351.333392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13059.710000 sec): 3 clusters
  Score: Raw -252714.537909 + Penalty 3649.031448 = -249065.506460
  nChanged 508
		SP:Iteration 1F (13059.910000 sec): 3 clusters
  Score: Raw -253469.790294 + Penalty 3649.031448 = -249820.758846
  nChanged 178
		SP:Iteration 2F (13060.050000 sec): 3 clusters
  Score: Raw -253885.985235 + Penalty 3649.031448 = -250236.953786
  nChanged 116
		SP:Iteration 3F (13060.230000 sec): 3 clusters
  Score: Raw -254156.516717 + Penalty 3649.031448 = -250507.485269
  nChanged 100
		SP:Iteration 4F (13060.410000 sec): 3 clusters
  Score: Raw -254370.297016 + Penalty 3649.031448 = -250721.265568
  nChanged 60
		SP:Iteration 5Q (13060.520000 sec): 3 clusters
  Score: Raw -254474.793238 + Penalty 3649.031448 = -250825.761790
  nChanged 39
		SP:Iteration 6Q (13060.650000 sec): 3 clusters
  Score: Raw -254533.491123 + Penalty 3649.031448 = -250884.459675
  nChanged 27
		SP:Iteration 7Q (13060.770000 sec): 3 clusters
  Score: Raw -254591.647983 + Penalty 3649.031448 = -250942.616535
  nChanged 27
		SP:Iteration 8Q (13060.930000 sec): 3 clusters
  Score: Raw -254623.931591 + Penalty 3649.031448 = -250974.900143
  nChanged 20
		SP:Iteration 9Q (13061.020000 sec): 3 clusters
  Score: Raw -254652.390337 + Penalty 3649.031448 = -251003.358888
  nChanged 28
		SP:Iteration 10Q (13061.170000 sec): 3 clusters
  Score: Raw -254685.055324 + Penalty 3649.031448 = -251036.023875
  nChanged 19
		SP:Iteration 11Q (13061.310000 sec): 3 clusters
  Score: Raw -254725.372094 + Penalty 3649.031448 = -251076.340646
  nChanged 18
		SP:Iteration 12Q (13061.410000 sec): 3 clusters
  Score: Raw -254770.832153 + Penalty 3649.031448 = -251121.800705
  nChanged 11
		SP:Iteration 13Q (13061.550000 sec): 3 clusters
  Score: Raw -254803.165118 + Penalty 3649.031448 = -251154.133670
  nChanged 9
		SP:Iteration 14Q (13061.730000 sec): 3 clusters
  Score: Raw -254814.324808 + Penalty 3649.031448 = -251165.293360
  nChanged 5
		SP:Iteration 15Q (13061.860000 sec): 3 clusters
  Score: Raw -254817.676987 + Penalty 3649.031448 = -251168.645539
  nChanged 2
		SP:Iteration 16Q (13062.000000 sec): 3 clusters
  Score: Raw -254818.845502 + Penalty 3649.031448 = -251169.814054
  nChanged 1
		SP:Iteration 17Q (13062.130000 sec): 3 clusters
  Score: Raw -254819.368002 + Penalty 3649.031448 = -251170.336553
  nChanged 0
		SP:Iteration 18F (13062.260000 sec): 3 clusters
  Score: Raw -254819.368002 + Penalty 3649.031448 = -251170.336553
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13062.350000 sec): 2 clusters
  Score: Raw -164066.490673 + Penalty 1706.844493 = -162359.646180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13062.490000 sec): 3 clusters
  Score: Raw -163908.216849 + Penalty 3413.688986 = -160494.527864
  nChanged 232
		SP:Iteration 1F (13062.650000 sec): 3 clusters
  Score: Raw -164217.415449 + Penalty 3413.688986 = -160803.726463
  nChanged 63
		SP:Iteration 2F (13062.810000 sec): 3 clusters
  Score: Raw -164314.402706 + Penalty 3413.688986 = -160900.713721
  nChanged 44
		SP:Iteration 3Q (13062.970000 sec): 3 clusters
  Score: Raw -164381.643868 + Penalty 3413.688986 = -160967.954882
  nChanged 28
		SP:Iteration 4Q (13063.170000 sec): 3 clusters
  Score: Raw -164423.534430 + Penalty 3413.688986 = -161009.845444
  nChanged 21
		SP:Iteration 5Q (13063.340000 sec): 3 clusters
  Score: Raw -164459.591227 + Penalty 3413.688986 = -161045.902241
  nChanged 14
		SP:Iteration 6Q (13063.470000 sec): 3 clusters
  Score: Raw -164477.030136 + Penalty 3413.688986 = -161063.341151
  nChanged 12
		SP:Iteration 7Q (13063.570000 sec): 3 clusters
  Score: Raw -164493.449083 + Penalty 3413.688986 = -161079.760098
  nChanged 9
		SP:Iteration 8Q (13063.690000 sec): 3 clusters
  Score: Raw -164510.981922 + Penalty 3413.688986 = -161097.292937
  nChanged 4
		SP:Iteration 9Q (13063.830000 sec): 3 clusters
  Score: Raw -164514.753219 + Penalty 3413.688986 = -161101.064233
  nChanged 2
		SP:Iteration 10Q (13063.990000 sec): 3 clusters
  Score: Raw -164516.254876 + Penalty 3413.688986 = -161102.565891
  nChanged 0
		SP:Iteration 11F (13064.110000 sec): 3 clusters
  Score: Raw -164516.254876 + Penalty 3413.688986 = -161102.565891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13064.210000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13064.410000 sec): 3 clusters
  Score: Raw -76379.175827 + Penalty 3063.230166 = -73315.945661
  nChanged 75
		SP:Iteration 1F (13064.560000 sec): 3 clusters
  Score: Raw -76541.526487 + Penalty 3063.230166 = -73478.296321
  nChanged 20
		SP:Iteration 2Q (13064.740000 sec): 3 clusters
  Score: Raw -76606.655175 + Penalty 3063.230166 = -73543.425009
  nChanged 11
		SP:Iteration 3Q (13064.880000 sec): 3 clusters
  Score: Raw -76637.357271 + Penalty 3063.230166 = -73574.127105
  nChanged 9
		SP:Iteration 4Q (13065.010000 sec): 3 clusters
  Score: Raw -76663.443983 + Penalty 3063.230166 = -73600.213817
  nChanged 3
		SP:Iteration 5Q (13065.170000 sec): 3 clusters
  Score: Raw -76675.196743 + Penalty 3063.230166 = -73611.966577
  nChanged 2
		SP:Iteration 6Q (13065.310000 sec): 3 clusters
  Score: Raw -76682.579455 + Penalty 3063.230166 = -73619.349289
  nChanged 0
		SP:Iteration 7F (13065.440000 sec): 3 clusters
  Score: Raw -76682.579455 + Penalty 3063.230166 = -73619.349289
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13065.480000 sec): 2 clusters
  Score: Raw -34856.469177 + Penalty 1349.719592 = -33506.749585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13065.620000 sec): 3 clusters
  Score: Raw -35062.464008 + Penalty 2699.439184 = -32363.024824
  nChanged 24
		SP:Iteration 1F (13065.750000 sec): 3 clusters
  Score: Raw -35179.159843 + Penalty 2699.439184 = -32479.720658
  nChanged 4
		SP:Iteration 2Q (13065.880000 sec): 3 clusters
  Score: Raw -35250.653743 + Penalty 2699.439184 = -32551.214558
  nChanged 0
		SP:Iteration 3F (13066.020000 sec): 3 clusters
  Score: Raw -35250.653743 + Penalty 2699.439184 = -32551.214558
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13066.100000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13066.270000 sec): 3 clusters
  Score: Raw -39890.853571 + Penalty 2769.414169 = -37121.439401
  nChanged 24
		SP:Iteration 1F (13066.370000 sec): 3 clusters
  Score: Raw -39978.146449 + Penalty 2769.414169 = -37208.732280
  nChanged 6
		SP:Iteration 2Q (13066.500000 sec): 3 clusters
  Score: Raw -40016.549911 + Penalty 2769.414169 = -37247.135742
  nChanged 2
		SP:Iteration 3Q (13066.640000 sec): 3 clusters
  Score: Raw -40027.667500 + Penalty 2769.414169 = -37258.253331
  nChanged 0
		SP:Iteration 4F (13066.840000 sec): 3 clusters
  Score: Raw -40027.667500 + Penalty 2769.414169 = -37258.253331
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13066.940000 sec): 2 clusters
  Score: Raw -393391.103930 + Penalty 1927.538231 = -391463.565699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13067.110000 sec): 3 clusters
  Score: Raw -392484.254868 + Penalty 3855.076461 = -388629.178407
  nChanged 813
		SP:Iteration 1F (13067.290000 sec): 3 clusters
  Score: Raw -393239.180265 + Penalty 3855.076461 = -389384.103803
  nChanged 252
		SP:Iteration 2F (13067.440000 sec): 3 clusters
  Score: Raw -393530.680275 + Penalty 3855.076461 = -389675.603814
  nChanged 149
		SP:Iteration 3F (13067.600000 sec): 3 clusters
  Score: Raw -393713.158471 + Penalty 3855.076461 = -389858.082010
  nChanged 122
		SP:Iteration 4F (13067.770000 sec): 3 clusters
  Score: Raw -393876.263339 + Penalty 3855.076461 = -390021.186877
  nChanged 95
		SP:Iteration 5Q (13067.940000 sec): 3 clusters
  Score: Raw -393978.291852 + Penalty 3855.076461 = -390123.215391
  nChanged 66
		SP:Iteration 6Q (13068.120000 sec): 3 clusters
  Score: Raw -394061.703652 + Penalty 3855.076461 = -390206.627190
  nChanged 69
		SP:Iteration 7Q (13068.290000 sec): 3 clusters
  Score: Raw -394140.046008 + Penalty 3855.076461 = -390284.969546
  nChanged 71
		SP:Iteration 8Q (13068.460000 sec): 3 clusters
  Score: Raw -394224.836708 + Penalty 3855.076461 = -390369.760246
  nChanged 46
		SP:Iteration 9Q (13068.640000 sec): 3 clusters
  Score: Raw -394266.870255 + Penalty 3855.076461 = -390411.793793
  nChanged 27
		SP:Iteration 10Q (13068.820000 sec): 3 clusters
  Score: Raw -394290.886656 + Penalty 3855.076461 = -390435.810195
  nChanged 24
		SP:Iteration 11Q (13069.010000 sec): 3 clusters
  Score: Raw -394306.884059 + Penalty 3855.076461 = -390451.807597
  nChanged 19
		SP:Iteration 12Q (13069.200000 sec): 3 clusters
  Score: Raw -394319.575172 + Penalty 3855.076461 = -390464.498711
  nChanged 16
		SP:Iteration 13Q (13069.320000 sec): 3 clusters
  Score: Raw -394330.233175 + Penalty 3855.076461 = -390475.156714
  nChanged 11
		SP:Iteration 14Q (13069.490000 sec): 3 clusters
  Score: Raw -394338.979882 + Penalty 3855.076461 = -390483.903421
  nChanged 6
		SP:Iteration 15Q (13069.600000 sec): 3 clusters
  Score: Raw -394342.287783 + Penalty 3855.076461 = -390487.211322
  nChanged 2
		SP:Iteration 16Q (13069.710000 sec): 3 clusters
  Score: Raw -394343.971276 + Penalty 3855.076461 = -390488.894815
  nChanged 2
		SP:Iteration 17Q (13069.910000 sec): 3 clusters
  Score: Raw -394344.901599 + Penalty 3855.076461 = -390489.825138
  nChanged 3
		SP:Iteration 18Q (13070.090000 sec): 3 clusters
  Score: Raw -394345.664751 + Penalty 3855.076461 = -390490.588290
  nChanged 1
		SP:Iteration 19Q (13070.250000 sec): 3 clusters
  Score: Raw -394345.924591 + Penalty 3855.076461 = -390490.848130
  nChanged 1
		SP:Iteration 20F (13070.380000 sec): 3 clusters
  Score: Raw -394346.365421 + Penalty 3855.076461 = -390491.288959
  nChanged 1
		SP:Iteration 21Q (13070.510000 sec): 3 clusters
  Score: Raw -394346.813310 + Penalty 3855.076461 = -390491.736849
  nChanged 0
		SP:Iteration 22F (13070.680000 sec): 3 clusters
  Score: Raw -394346.813310 + Penalty 3855.076461 = -390491.736849
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13070.760000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13070.850000 sec): 3 clusters
  Score: Raw -77085.436968 + Penalty 3049.640275 = -74035.796693
  nChanged 72
		SP:Iteration 1F (13070.990000 sec): 3 clusters
  Score: Raw -77224.386033 + Penalty 3049.640275 = -74174.745758
  nChanged 11
		SP:Iteration 2Q (13071.130000 sec): 3 clusters
  Score: Raw -77254.385891 + Penalty 3049.640275 = -74204.745616
  nChanged 12
		SP:Iteration 3Q (13071.260000 sec): 3 clusters
  Score: Raw -77282.882770 + Penalty 3049.640275 = -74233.242495
  nChanged 8
		SP:Iteration 4Q (13071.400000 sec): 3 clusters
  Score: Raw -77303.771133 + Penalty 3049.640275 = -74254.130858
  nChanged 6
		SP:Iteration 5Q (13071.530000 sec): 3 clusters
  Score: Raw -77319.476654 + Penalty 3049.640275 = -74269.836379
  nChanged 1
		SP:Iteration 6Q (13071.620000 sec): 3 clusters
  Score: Raw -77320.692707 + Penalty 3049.640275 = -74271.052432
  nChanged 0
		SP:Iteration 7F (13071.750000 sec): 3 clusters
  Score: Raw -77320.692707 + Penalty 3049.640275 = -74271.052432
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13071.900000 sec): 2 clusters
  Score: Raw -651335.575274 + Penalty 2036.447763 = -649299.127511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13072.030000 sec): 3 clusters
  Score: Raw -649708.109615 + Penalty 4072.895527 = -645635.214089
  nChanged 1346
		SP:Iteration 1F (13072.210000 sec): 3 clusters
  Score: Raw -650555.647537 + Penalty 4072.895527 = -646482.752011
  nChanged 290
		SP:Iteration 2F (13072.400000 sec): 3 clusters
  Score: Raw -650836.043595 + Penalty 4072.895527 = -646763.148068
  nChanged 234
		SP:Iteration 3F (13072.590000 sec): 3 clusters
  Score: Raw -651046.030830 + Penalty 4072.895527 = -646973.135303
  nChanged 188
		SP:Iteration 4F (13072.760000 sec): 3 clusters
  Score: Raw -651230.244294 + Penalty 4072.895527 = -647157.348767
  nChanged 167
		SP:Iteration 5Q (13072.960000 sec): 3 clusters
  Score: Raw -651390.750539 + Penalty 4072.895527 = -647317.855012
  nChanged 134
		SP:Iteration 6Q (13073.110000 sec): 3 clusters
  Score: Raw -651508.988951 + Penalty 4072.895527 = -647436.093425
  nChanged 149
		SP:Iteration 7Q (13073.340000 sec): 3 clusters
  Score: Raw -651644.511645 + Penalty 4072.895527 = -647571.616119
  nChanged 146
		SP:Iteration 8Q (13073.530000 sec): 3 clusters
  Score: Raw -651752.322220 + Penalty 4072.895527 = -647679.426694
  nChanged 86
		SP:Iteration 9Q (13073.740000 sec): 3 clusters
  Score: Raw -651818.002741 + Penalty 4072.895527 = -647745.107215
  nChanged 85
		SP:Iteration 10Q (13073.910000 sec): 3 clusters
  Score: Raw -651868.458747 + Penalty 4072.895527 = -647795.563221
  nChanged 60
		SP:Iteration 11Q (13074.100000 sec): 3 clusters
  Score: Raw -651898.694269 + Penalty 4072.895527 = -647825.798743
  nChanged 39
		SP:Iteration 12Q (13074.280000 sec): 3 clusters
  Score: Raw -651921.040059 + Penalty 4072.895527 = -647848.144532
  nChanged 37
		SP:Iteration 13Q (13074.510000 sec): 3 clusters
  Score: Raw -651941.100078 + Penalty 4072.895527 = -647868.204551
  nChanged 40
		SP:Iteration 14Q (13074.680000 sec): 3 clusters
  Score: Raw -651962.098137 + Penalty 4072.895527 = -647889.202610
  nChanged 32
		SP:Iteration 15Q (13074.840000 sec): 3 clusters
  Score: Raw -651981.934413 + Penalty 4072.895527 = -647909.038887
  nChanged 23
		SP:Iteration 16Q (13075.000000 sec): 3 clusters
  Score: Raw -651991.487760 + Penalty 4072.895527 = -647918.592233
  nChanged 18
		SP:Iteration 17Q (13075.120000 sec): 3 clusters
  Score: Raw -651998.579300 + Penalty 4072.895527 = -647925.683774
  nChanged 8
		SP:Iteration 18Q (13075.320000 sec): 3 clusters
  Score: Raw -652001.723931 + Penalty 4072.895527 = -647928.828405
  nChanged 5
		SP:Iteration 19Q (13075.520000 sec): 3 clusters
  Score: Raw -652004.106495 + Penalty 4072.895527 = -647931.210968
  nChanged 6
		SP:Iteration 20F (13075.720000 sec): 3 clusters
  Score: Raw -652006.665452 + Penalty 4072.895527 = -647933.769926
  nChanged 3
		SP:Iteration 21Q (13075.920000 sec): 3 clusters
  Score: Raw -652007.829181 + Penalty 4072.895527 = -647934.933655
  nChanged 3
		SP:Iteration 22Q (13076.120000 sec): 3 clusters
  Score: Raw -652008.394599 + Penalty 4072.895527 = -647935.499073
  nChanged 2
		SP:Iteration 23Q (13076.270000 sec): 3 clusters
  Score: Raw -652008.680302 + Penalty 4072.895527 = -647935.784776
  nChanged 0
		SP:Iteration 24F (13076.450000 sec): 3 clusters
  Score: Raw -652008.680302 + Penalty 4072.895527 = -647935.784776
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13076.570000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13076.720000 sec): 3 clusters
  Score: Raw -191919.018992 + Penalty 3495.568542 = -188423.450451
  nChanged 310
		SP:Iteration 1F (13076.880000 sec): 3 clusters
  Score: Raw -192271.142750 + Penalty 3495.568542 = -188775.574208
  nChanged 80
		SP:Iteration 2F (13077.060000 sec): 3 clusters
  Score: Raw -192365.131252 + Penalty 3495.568542 = -188869.562711
  nChanged 35
		SP:Iteration 3Q (13077.240000 sec): 3 clusters
  Score: Raw -192403.510384 + Penalty 3495.568542 = -188907.941842
  nChanged 24
		SP:Iteration 4Q (13077.390000 sec): 3 clusters
  Score: Raw -192435.172397 + Penalty 3495.568542 = -188939.603855
  nChanged 18
		SP:Iteration 5Q (13077.520000 sec): 3 clusters
  Score: Raw -192457.735607 + Penalty 3495.568542 = -188962.167065
  nChanged 9
		SP:Iteration 6Q (13077.650000 sec): 3 clusters
  Score: Raw -192474.712677 + Penalty 3495.568542 = -188979.144135
  nChanged 12
		SP:Iteration 7Q (13077.820000 sec): 3 clusters
  Score: Raw -192488.309189 + Penalty 3495.568542 = -188992.740648
  nChanged 7
		SP:Iteration 8Q (13077.980000 sec): 3 clusters
  Score: Raw -192497.321150 + Penalty 3495.568542 = -189001.752608
  nChanged 5
		SP:Iteration 9Q (13078.110000 sec): 3 clusters
  Score: Raw -192505.974152 + Penalty 3495.568542 = -189010.405610
  nChanged 5
		SP:Iteration 10Q (13078.240000 sec): 3 clusters
  Score: Raw -192513.200202 + Penalty 3495.568542 = -189017.631660
  nChanged 9
		SP:Iteration 11Q (13078.390000 sec): 3 clusters
  Score: Raw -192528.211608 + Penalty 3495.568542 = -189032.643066
  nChanged 12
		SP:Iteration 12Q (13078.520000 sec): 3 clusters
  Score: Raw -192555.002734 + Penalty 3495.568542 = -189059.434193
  nChanged 17
		SP:Iteration 13Q (13078.620000 sec): 3 clusters
  Score: Raw -192577.432292 + Penalty 3495.568542 = -189081.863750
  nChanged 13
		SP:Iteration 14Q (13078.750000 sec): 3 clusters
  Score: Raw -192593.988276 + Penalty 3495.568542 = -189098.419734
  nChanged 12
		SP:Iteration 15Q (13078.920000 sec): 3 clusters
  Score: Raw -192611.084935 + Penalty 3495.568542 = -189115.516393
  nChanged 11
		SP:Iteration 16Q (13079.090000 sec): 3 clusters
  Score: Raw -192626.509198 + Penalty 3495.568542 = -189130.940656
  nChanged 15
		SP:Iteration 17Q (13079.220000 sec): 3 clusters
  Score: Raw -192643.799102 + Penalty 3495.568542 = -189148.230560
  nChanged 12
		SP:Iteration 18Q (13079.360000 sec): 3 clusters
  Score: Raw -192660.410876 + Penalty 3495.568542 = -189164.842334
  nChanged 6
		SP:Iteration 19Q (13079.450000 sec): 3 clusters
  Score: Raw -192667.058460 + Penalty 3495.568542 = -189171.489918
  nChanged 4
		SP:Iteration 20F (13079.580000 sec): 3 clusters
  Score: Raw -192672.536916 + Penalty 3495.568542 = -189176.968374
  nChanged 3
		SP:Iteration 21Q (13079.750000 sec): 3 clusters
  Score: Raw -192675.726554 + Penalty 3495.568542 = -189180.158013
  nChanged 4
		SP:Iteration 22Q (13079.930000 sec): 3 clusters
  Score: Raw -192681.711708 + Penalty 3495.568542 = -189186.143166
  nChanged 5
		SP:Iteration 23Q (13080.060000 sec): 3 clusters
  Score: Raw -192688.987072 + Penalty 3495.568542 = -189193.418530
  nChanged 4
		SP:Iteration 24Q (13080.230000 sec): 3 clusters
  Score: Raw -192695.477672 + Penalty 3495.568542 = -189199.909130
  nChanged 6
		SP:Iteration 25Q (13080.350000 sec): 3 clusters
  Score: Raw -192705.100021 + Penalty 3495.568542 = -189209.531479
  nChanged 7
		SP:Iteration 26Q (13080.480000 sec): 3 clusters
  Score: Raw -192717.750146 + Penalty 3495.568542 = -189222.181605
  nChanged 10
		SP:Iteration 27Q (13080.650000 sec): 3 clusters
  Score: Raw -192735.878895 + Penalty 3495.568542 = -189240.310353
  nChanged 11
		SP:Iteration 28Q (13080.780000 sec): 3 clusters
  Score: Raw -192748.436343 + Penalty 3495.568542 = -189252.867801
  nChanged 8
		SP:Iteration 29Q (13080.950000 sec): 3 clusters
  Score: Raw -192758.584474 + Penalty 3495.568542 = -189263.015932
  nChanged 5
		SP:Iteration 30Q (13081.080000 sec): 3 clusters
  Score: Raw -192763.786898 + Penalty 3495.568542 = -189268.218357
  nChanged 2
		SP:Iteration 31Q (13081.210000 sec): 3 clusters
  Score: Raw -192767.502827 + Penalty 3495.568542 = -189271.934285
  nChanged 5
		SP:Iteration 32Q (13081.350000 sec): 3 clusters
  Score: Raw -192773.259102 + Penalty 3495.568542 = -189277.690560
  nChanged 3
		SP:Iteration 33Q (13081.480000 sec): 3 clusters
  Score: Raw -192776.078969 + Penalty 3495.568542 = -189280.510427
  nChanged 0
		SP:Iteration 34F (13081.620000 sec): 3 clusters
  Score: Raw -192776.078969 + Penalty 3495.568542 = -189280.510427
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13081.700000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13081.880000 sec): 3 clusters
  Score: Raw -20993.109425 + Penalty 2458.090221 = -18535.019204
  nChanged 9
		SP:Iteration 1F (13082.080000 sec): 3 clusters
  Score: Raw -21058.631340 + Penalty 2458.090221 = -18600.541119
  nChanged 2
		SP:Iteration 2Q (13082.230000 sec): 3 clusters
  Score: Raw -21074.859429 + Penalty 2458.090221 = -18616.769208
  nChanged 0
		SP:Iteration 3F (13082.400000 sec): 3 clusters
  Score: Raw -21074.859429 + Penalty 2458.090221 = -18616.769208
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13082.460000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13082.630000 sec): 3 clusters
  Score: Raw -52775.319313 + Penalty 2857.977486 = -49917.341827
  nChanged 32
		SP:Iteration 1F (13082.770000 sec): 3 clusters
  Score: Raw -52879.650879 + Penalty 2857.977486 = -50021.673394
  nChanged 8
		SP:Iteration 2Q (13082.920000 sec): 3 clusters
  Score: Raw -52910.551987 + Penalty 2857.977486 = -50052.574501
  nChanged 3
		SP:Iteration 3Q (13083.090000 sec): 3 clusters
  Score: Raw -52920.751169 + Penalty 2857.977486 = -50062.773683
  nChanged 3
		SP:Iteration 4Q (13083.260000 sec): 3 clusters
  Score: Raw -52931.885858 + Penalty 2857.977486 = -50073.908373
  nChanged 0
		SP:Iteration 5F (13083.380000 sec): 3 clusters
  Score: Raw -52931.885858 + Penalty 2857.977486 = -50073.908373
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13083.500000 sec): 2 clusters
  Score: Raw -19072.593341 + Penalty 1252.364290 = -17820.229051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13083.640000 sec): 3 clusters
  Score: Raw -19428.991632 + Penalty 2504.728580 = -16924.263053
  nChanged 20
		SP:Iteration 1F (13083.850000 sec): 3 clusters
  Score: Raw -19564.595241 + Penalty 2504.728580 = -17059.866661
  nChanged 2
		SP:Iteration 2Q (13083.980000 sec): 3 clusters
  Score: Raw -19582.929644 + Penalty 2504.728580 = -17078.201064
  nChanged 1
		SP:Iteration 3Q (13084.180000 sec): 3 clusters
  Score: Raw -19589.367487 + Penalty 2504.728580 = -17084.638908
  nChanged 0
		SP:Iteration 4F (13084.360000 sec): 3 clusters
  Score: Raw -19589.367487 + Penalty 2504.728580 = -17084.638908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13084.430000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13084.600000 sec): 3 clusters
  Score: Raw -95231.482837 + Penalty 3168.726457 = -92062.756380
  nChanged 124
		SP:Iteration 1F (13084.750000 sec): 3 clusters
  Score: Raw -95479.991318 + Penalty 3168.726457 = -92311.264861
  nChanged 32
		SP:Iteration 2F (13084.950000 sec): 3 clusters
  Score: Raw -95609.246210 + Penalty 3168.726457 = -92440.519753
  nChanged 19
		SP:Iteration 3Q (13085.070000 sec): 3 clusters
  Score: Raw -95677.739999 + Penalty 3168.726457 = -92509.013542
  nChanged 19
		SP:Iteration 4Q (13085.240000 sec): 3 clusters
  Score: Raw -95735.335798 + Penalty 3168.726457 = -92566.609341
  nChanged 16
		SP:Iteration 5Q (13085.370000 sec): 3 clusters
  Score: Raw -95770.063710 + Penalty 3168.726457 = -92601.337253
  nChanged 13
		SP:Iteration 6Q (13085.500000 sec): 3 clusters
  Score: Raw -95796.976728 + Penalty 3168.726457 = -92628.250271
  nChanged 12
		SP:Iteration 7Q (13085.640000 sec): 3 clusters
  Score: Raw -95829.496327 + Penalty 3168.726457 = -92660.769869
  nChanged 7
		SP:Iteration 8Q (13085.810000 sec): 3 clusters
  Score: Raw -95840.961748 + Penalty 3168.726457 = -92672.235291
  nChanged 3
		SP:Iteration 9Q (13085.940000 sec): 3 clusters
  Score: Raw -95848.971686 + Penalty 3168.726457 = -92680.245229
  nChanged 6
		SP:Iteration 10Q (13086.060000 sec): 3 clusters
  Score: Raw -95865.263217 + Penalty 3168.726457 = -92696.536760
  nChanged 5
		SP:Iteration 11Q (13086.180000 sec): 3 clusters
  Score: Raw -95876.044081 + Penalty 3168.726457 = -92707.317623
  nChanged 3
		SP:Iteration 12Q (13086.300000 sec): 3 clusters
  Score: Raw -95883.835114 + Penalty 3168.726457 = -92715.108657
  nChanged 3
		SP:Iteration 13Q (13086.490000 sec): 3 clusters
  Score: Raw -95892.012537 + Penalty 3168.726457 = -92723.286080
  nChanged 6
		SP:Iteration 14Q (13086.640000 sec): 3 clusters
  Score: Raw -95915.264030 + Penalty 3168.726457 = -92746.537573
  nChanged 7
		SP:Iteration 15Q (13086.790000 sec): 3 clusters
  Score: Raw -95935.083974 + Penalty 3168.726457 = -92766.357517
  nChanged 4
		SP:Iteration 16Q (13086.990000 sec): 3 clusters
  Score: Raw -95948.992167 + Penalty 3168.726457 = -92780.265710
  nChanged 5
		SP:Iteration 17Q (13087.150000 sec): 3 clusters
  Score: Raw -95957.542020 + Penalty 3168.726457 = -92788.815563
  nChanged 2
		SP:Iteration 18Q (13087.350000 sec): 3 clusters
  Score: Raw -95966.146174 + Penalty 3168.726457 = -92797.419717
  nChanged 5
		SP:Iteration 19Q (13087.520000 sec): 3 clusters
  Score: Raw -95980.847925 + Penalty 3168.726457 = -92812.121468
  nChanged 2
		SP:Iteration 20F (13087.650000 sec): 3 clusters
  Score: Raw -95986.813709 + Penalty 3168.726457 = -92818.087252
  nChanged 1
		SP:Iteration 21Q (13087.820000 sec): 3 clusters
  Score: Raw -95990.876662 + Penalty 3168.726457 = -92822.150205
  nChanged 2
		SP:Iteration 22Q (13088.010000 sec): 3 clusters
  Score: Raw -95996.909721 + Penalty 3168.726457 = -92828.183264
  nChanged 1
		SP:Iteration 23Q (13088.130000 sec): 3 clusters
  Score: Raw -95999.527874 + Penalty 3168.726457 = -92830.801417
  nChanged 0
		SP:Iteration 24F (13088.260000 sec): 3 clusters
  Score: Raw -95999.527874 + Penalty 3168.726457 = -92830.801417
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13088.350000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13088.490000 sec): 3 clusters
  Score: Raw -43774.896390 + Penalty 2787.718829 = -40987.177560
  nChanged 41
		SP:Iteration 1F (13088.650000 sec): 3 clusters
  Score: Raw -43893.476262 + Penalty 2787.718829 = -41105.757433
  nChanged 6
		SP:Iteration 2Q (13088.780000 sec): 3 clusters
  Score: Raw -43907.137183 + Penalty 2787.718829 = -41119.418353
  nChanged 2
		SP:Iteration 3Q (13088.950000 sec): 3 clusters
  Score: Raw -43912.802312 + Penalty 2787.718829 = -41125.083482
  nChanged 4
		SP:Iteration 4Q (13089.130000 sec): 3 clusters
  Score: Raw -43921.544508 + Penalty 2787.718829 = -41133.825678
  nChanged 2
		SP:Iteration 5Q (13089.260000 sec): 3 clusters
  Score: Raw -43923.641181 + Penalty 2787.718829 = -41135.922351
  nChanged 2
		SP:Iteration 6Q (13089.390000 sec): 3 clusters
  Score: Raw -43926.662781 + Penalty 2787.718829 = -41138.943951
  nChanged 1
		SP:Iteration 7Q (13089.500000 sec): 3 clusters
  Score: Raw -43927.306432 + Penalty 2787.718829 = -41139.587603
  nChanged 0
		SP:Iteration 8F (13089.630000 sec): 3 clusters
  Score: Raw -43927.306432 + Penalty 2787.718829 = -41139.587603
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13089.710000 sec): 2 clusters
  Score: Raw -151392.254365 + Penalty 1691.364058 = -149700.890307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13089.850000 sec): 3 clusters
  Score: Raw -151266.387417 + Penalty 3382.728117 = -147883.659300
  nChanged 254
		SP:Iteration 1F (13089.990000 sec): 3 clusters
  Score: Raw -151704.662723 + Penalty 3382.728117 = -148321.934606
  nChanged 91
		SP:Iteration 2F (13090.140000 sec): 3 clusters
  Score: Raw -151893.890766 + Penalty 3382.728117 = -148511.162650
  nChanged 61
		SP:Iteration 3F (13090.310000 sec): 3 clusters
  Score: Raw -152042.079379 + Penalty 3382.728117 = -148659.351262
  nChanged 43
		SP:Iteration 4Q (13090.460000 sec): 3 clusters
  Score: Raw -152118.509564 + Penalty 3382.728117 = -148735.781447
  nChanged 28
		SP:Iteration 5Q (13090.620000 sec): 3 clusters
  Score: Raw -152184.500146 + Penalty 3382.728117 = -148801.772029
  nChanged 31
		SP:Iteration 6Q (13090.770000 sec): 3 clusters
  Score: Raw -152242.367886 + Penalty 3382.728117 = -148859.639769
  nChanged 21
		SP:Iteration 7Q (13090.950000 sec): 3 clusters
  Score: Raw -152276.084164 + Penalty 3382.728117 = -148893.356047
  nChanged 12
		SP:Iteration 8Q (13091.140000 sec): 3 clusters
  Score: Raw -152297.348806 + Penalty 3382.728117 = -148914.620689
  nChanged 8
		SP:Iteration 9Q (13091.270000 sec): 3 clusters
  Score: Raw -152308.513840 + Penalty 3382.728117 = -148925.785724
  nChanged 6
		SP:Iteration 10Q (13091.440000 sec): 3 clusters
  Score: Raw -152317.475269 + Penalty 3382.728117 = -148934.747152
  nChanged 6
		SP:Iteration 11Q (13091.610000 sec): 3 clusters
  Score: Raw -152324.089280 + Penalty 3382.728117 = -148941.361164
  nChanged 3
		SP:Iteration 12Q (13091.770000 sec): 3 clusters
  Score: Raw -152333.260197 + Penalty 3382.728117 = -148950.532080
  nChanged 2
		SP:Iteration 13Q (13091.920000 sec): 3 clusters
  Score: Raw -152345.869201 + Penalty 3382.728117 = -148963.141084
  nChanged 3
		SP:Iteration 14Q (13092.130000 sec): 3 clusters
  Score: Raw -152364.669018 + Penalty 3382.728117 = -148981.940901
  nChanged 4
		SP:Iteration 15Q (13092.240000 sec): 3 clusters
  Score: Raw -152368.782325 + Penalty 3382.728117 = -148986.054208
  nChanged 4
		SP:Iteration 16Q (13092.350000 sec): 3 clusters
  Score: Raw -152374.931600 + Penalty 3382.728117 = -148992.203483
  nChanged 2
		SP:Iteration 17Q (13092.480000 sec): 3 clusters
  Score: Raw -152377.183895 + Penalty 3382.728117 = -148994.455778
  nChanged 0
		SP:Iteration 18F (13092.610000 sec): 3 clusters
  Score: Raw -152377.183895 + Penalty 3382.728117 = -148994.455778
  nChanged 0
Deleting Class 31 (333 points): Lose 2677.165089 but Gain 3262.464713
Iteration 232F (13176.490000 sec): 58 clusters
  Score: Raw -91389905.474998 + Penalty 185960.488658 = -91203944.986340
  nChanged 308
Iteration 233F (13264.200000 sec): 58 clusters
  Score: Raw -91390746.445197 + Penalty 185960.488658 = -91204785.956539
  nChanged 31
Iteration 234Q (13322.720000 sec): 58 clusters
  Score: Raw -91390816.540139 + Penalty 185960.488658 = -91204856.051481
  nChanged 11
Iteration 235Q (13379.580000 sec): 58 clusters
  Score: Raw -91390832.077852 + Penalty 185960.488658 = -91204871.589194
  nChanged 4
Iteration 236Q (13439.390000 sec): 58 clusters
  Score: Raw -91390835.933816 + Penalty 185960.488658 = -91204875.445157
  nChanged 1
Iteration 237Q (13498.270000 sec): 58 clusters
  Score: Raw -91390836.412708 + Penalty 185960.488658 = -91204875.924050
  nChanged 1
Iteration 238Q (13552.650000 sec): 58 clusters
  Score: Raw -91390836.744416 + Penalty 185960.488658 = -91204876.255758
  nChanged 0
Iteration 239F (13632.100000 sec): 58 clusters
  Score: Raw -91390836.744416 + Penalty 185960.488658 = -91204876.255758
  nChanged 0
Compute initial score before splitting:   Score: Raw -91390836.744416 + Penalty 185960.488658 = -91204876.255758
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13632.170000 sec): 2 clusters
  Score: Raw -47472.979105 + Penalty 1467.885676 = -46005.093429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13632.360000 sec): 3 clusters
  Score: Raw -47609.595609 + Penalty 2935.771352 = -44673.824257
  nChanged 64
		SP:Iteration 1F (13632.540000 sec): 3 clusters
  Score: Raw -47869.660206 + Penalty 2935.771352 = -44933.888855
  nChanged 22
		SP:Iteration 2F (13632.700000 sec): 3 clusters
  Score: Raw -47977.679420 + Penalty 2935.771352 = -45041.908068
  nChanged 16
		SP:Iteration 3Q (13632.840000 sec): 3 clusters
  Score: Raw -48069.524414 + Penalty 2935.771352 = -45133.753062
  nChanged 16
		SP:Iteration 4Q (13633.000000 sec): 3 clusters
  Score: Raw -48146.340247 + Penalty 2935.771352 = -45210.568896
  nChanged 14
		SP:Iteration 5Q (13633.160000 sec): 3 clusters
  Score: Raw -48270.977542 + Penalty 2935.771352 = -45335.206190
  nChanged 15
		SP:Iteration 6Q (13633.330000 sec): 3 clusters
  Score: Raw -48397.680362 + Penalty 2935.771352 = -45461.909011
  nChanged 11
		SP:Iteration 7Q (13633.500000 sec): 3 clusters
  Score: Raw -48446.740272 + Penalty 2935.771352 = -45510.968920
  nChanged 3
		SP:Iteration 8Q (13633.700000 sec): 3 clusters
  Score: Raw -48458.505496 + Penalty 2935.771352 = -45522.734144
  nChanged 0
		SP:Iteration 9F (13633.860000 sec): 3 clusters
  Score: Raw -48458.505496 + Penalty 2935.771352 = -45522.734144
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13633.910000 sec): 2 clusters
  Score: Raw -77146.010984 + Penalty 1531.615083 = -75614.395901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13634.100000 sec): 3 clusters
  Score: Raw -77229.424238 + Penalty 3063.230166 = -74166.194072
  nChanged 83
		SP:Iteration 1F (13634.190000 sec): 3 clusters
  Score: Raw -77412.986082 + Penalty 3063.230166 = -74349.755916
  nChanged 30
		SP:Iteration 2F (13634.320000 sec): 3 clusters
  Score: Raw -77475.991736 + Penalty 3063.230166 = -74412.761570
  nChanged 9
		SP:Iteration 3Q (13634.460000 sec): 3 clusters
  Score: Raw -77493.244319 + Penalty 3063.230166 = -74430.014153
  nChanged 2
		SP:Iteration 4Q (13634.600000 sec): 3 clusters
  Score: Raw -77500.671788 + Penalty 3063.230166 = -74437.441622
  nChanged 1
		SP:Iteration 5Q (13634.780000 sec): 3 clusters
  Score: Raw -77501.148144 + Penalty 3063.230166 = -74437.917978
  nChanged 0
		SP:Iteration 6F (13634.960000 sec): 3 clusters
  Score: Raw -77501.148144 + Penalty 3063.230166 = -74437.917978
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13635.040000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13635.150000 sec): 3 clusters
  Score: Raw -221759.894907 + Penalty 3514.607126 = -218245.287781
  nChanged 318
		SP:Iteration 1F (13635.310000 sec): 3 clusters
  Score: Raw -222105.133879 + Penalty 3514.607126 = -218590.526752
  nChanged 77
		SP:Iteration 2F (13635.450000 sec): 3 clusters
  Score: Raw -222206.581414 + Penalty 3514.607126 = -218691.974288
  nChanged 37
		SP:Iteration 3Q (13635.630000 sec): 3 clusters
  Score: Raw -222249.155113 + Penalty 3514.607126 = -218734.547986
  nChanged 24
		SP:Iteration 4Q (13635.780000 sec): 3 clusters
  Score: Raw -222291.585819 + Penalty 3514.607126 = -218776.978693
  nChanged 26
		SP:Iteration 5Q (13635.940000 sec): 3 clusters
  Score: Raw -222328.353596 + Penalty 3514.607126 = -218813.746469
  nChanged 19
		SP:Iteration 6Q (13636.080000 sec): 3 clusters
  Score: Raw -222349.796089 + Penalty 3514.607126 = -218835.188962
  nChanged 12
		SP:Iteration 7Q (13636.200000 sec): 3 clusters
  Score: Raw -222361.809887 + Penalty 3514.607126 = -218847.202761
  nChanged 8
		SP:Iteration 8Q (13636.320000 sec): 3 clusters
  Score: Raw -222372.087307 + Penalty 3514.607126 = -218857.480180
  nChanged 15
		SP:Iteration 9Q (13636.500000 sec): 3 clusters
  Score: Raw -222396.520198 + Penalty 3514.607126 = -218881.913071
  nChanged 18
		SP:Iteration 10Q (13636.670000 sec): 3 clusters
  Score: Raw -222421.659569 + Penalty 3514.607126 = -218907.052443
  nChanged 21
		SP:Iteration 11Q (13636.760000 sec): 3 clusters
  Score: Raw -222459.067347 + Penalty 3514.607126 = -218944.460221
  nChanged 19
		SP:Iteration 12Q (13636.880000 sec): 3 clusters
  Score: Raw -222498.558744 + Penalty 3514.607126 = -218983.951618
  nChanged 25
		SP:Iteration 13Q (13637.020000 sec): 3 clusters
  Score: Raw -222570.497071 + Penalty 3514.607126 = -219055.889945
  nChanged 34
		SP:Iteration 14Q (13637.220000 sec): 3 clusters
  Score: Raw -222651.624405 + Penalty 3514.607126 = -219137.017279
  nChanged 38
		SP:Iteration 15Q (13637.360000 sec): 3 clusters
  Score: Raw -222729.796738 + Penalty 3514.607126 = -219215.189612
  nChanged 41
		SP:Iteration 16Q (13637.540000 sec): 3 clusters
  Score: Raw -222838.771679 + Penalty 3514.607126 = -219324.164552
  nChanged 40
		SP:Iteration 17Q (13637.700000 sec): 3 clusters
  Score: Raw -222952.873063 + Penalty 3514.607126 = -219438.265936
  nChanged 45
		SP:Iteration 18Q (13637.890000 sec): 3 clusters
  Score: Raw -223054.088013 + Penalty 3514.607126 = -219539.480886
  nChanged 38
		SP:Iteration 19Q (13638.020000 sec): 3 clusters
  Score: Raw -223167.822255 + Penalty 3514.607126 = -219653.215129
  nChanged 28
		SP:Iteration 20F (13638.120000 sec): 3 clusters
  Score: Raw -223269.388058 + Penalty 3514.607126 = -219754.780931
  nChanged 21
		SP:Iteration 21Q (13638.220000 sec): 3 clusters
  Score: Raw -223325.212262 + Penalty 3514.607126 = -219810.605136
  nChanged 9
		SP:Iteration 22Q (13638.320000 sec): 3 clusters
  Score: Raw -223342.976774 + Penalty 3514.607126 = -219828.369648
  nChanged 0
		SP:Iteration 23F (13638.450000 sec): 3 clusters
  Score: Raw -223342.976774 + Penalty 3514.607126 = -219828.369648
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13638.530000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13638.630000 sec): 3 clusters
  Score: Raw -27151.859430 + Penalty 2547.356025 = -24604.503406
  nChanged 13
		SP:Iteration 1F (13638.760000 sec): 3 clusters
  Score: Raw -27228.343412 + Penalty 2547.356025 = -24680.987388
  nChanged 4
		SP:Iteration 2Q (13638.940000 sec): 3 clusters
  Score: Raw -27267.038263 + Penalty 2547.356025 = -24719.682239
  nChanged 2
		SP:Iteration 3Q (13639.080000 sec): 3 clusters
  Score: Raw -27278.522039 + Penalty 2547.356025 = -24731.166014
  nChanged 2
		SP:Iteration 4Q (13639.220000 sec): 3 clusters
  Score: Raw -27288.945818 + Penalty 2547.356025 = -24741.589794
  nChanged 0
		SP:Iteration 5F (13639.370000 sec): 3 clusters
  Score: Raw -27288.945818 + Penalty 2547.356025 = -24741.589794
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13639.540000 sec): 2 clusters
  Score: Raw -907272.438159 + Penalty 2118.871110 = -905153.567048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13639.710000 sec): 3 clusters
  Score: Raw -904703.985626 + Penalty 4237.742221 = -900466.243405
  nChanged 2026
		SP:Iteration 1F (13639.840000 sec): 3 clusters
  Score: Raw -905833.800736 + Penalty 4237.742221 = -901596.058515
  nChanged 397
		SP:Iteration 2F (13640.030000 sec): 3 clusters
  Score: Raw -906088.472601 + Penalty 4237.742221 = -901850.730381
  nChanged 287
		SP:Iteration 3F (13640.210000 sec): 3 clusters
  Score: Raw -906240.422419 + Penalty 4237.742221 = -902002.680198
  nChanged 201
		SP:Iteration 4Q (13640.350000 sec): 3 clusters
  Score: Raw -906335.884315 + Penalty 4237.742221 = -902098.142094
  nChanged 158
		SP:Iteration 5Q (13640.520000 sec): 3 clusters
  Score: Raw -906422.238570 + Penalty 4237.742221 = -902184.496350
  nChanged 133
		SP:Iteration 6Q (13640.720000 sec): 3 clusters
  Score: Raw -906493.131972 + Penalty 4237.742221 = -902255.389751
  nChanged 130
		SP:Iteration 7Q (13640.910000 sec): 3 clusters
  Score: Raw -906554.606795 + Penalty 4237.742221 = -902316.864574
  nChanged 107
		SP:Iteration 8Q (13641.100000 sec): 3 clusters
  Score: Raw -906611.597273 + Penalty 4237.742221 = -902373.855052
  nChanged 102
		SP:Iteration 9Q (13641.290000 sec): 3 clusters
  Score: Raw -906661.198519 + Penalty 4237.742221 = -902423.456299
  nChanged 103
		SP:Iteration 10Q (13641.490000 sec): 3 clusters
  Score: Raw -906709.970775 + Penalty 4237.742221 = -902472.228554
  nChanged 97
		SP:Iteration 11Q (13641.690000 sec): 3 clusters
  Score: Raw -906766.867217 + Penalty 4237.742221 = -902529.124996
  nChanged 111
		SP:Iteration 12Q (13641.840000 sec): 3 clusters
  Score: Raw -906830.939571 + Penalty 4237.742221 = -902593.197350
  nChanged 98
		SP:Iteration 13Q (13642.010000 sec): 3 clusters
  Score: Raw -906888.945893 + Penalty 4237.742221 = -902651.203673
  nChanged 105
		SP:Iteration 14Q (13642.190000 sec): 3 clusters
  Score: Raw -906946.078238 + Penalty 4237.742221 = -902708.336017
  nChanged 93
		SP:Iteration 15Q (13642.390000 sec): 3 clusters
  Score: Raw -906990.242475 + Penalty 4237.742221 = -902752.500254
  nChanged 81
		SP:Iteration 16Q (13642.580000 sec): 3 clusters
  Score: Raw -907028.287064 + Penalty 4237.742221 = -902790.544843
  nChanged 72
		SP:Iteration 17Q (13642.740000 sec): 3 clusters
  Score: Raw -907058.492818 + Penalty 4237.742221 = -902820.750597
  nChanged 60
		SP:Iteration 18Q (13642.960000 sec): 3 clusters
  Score: Raw -907088.634526 + Penalty 4237.742221 = -902850.892306
  nChanged 62
		SP:Iteration 19Q (13643.140000 sec): 3 clusters
  Score: Raw -907118.607114 + Penalty 4237.742221 = -902880.864894
  nChanged 68
		SP:Iteration 20F (13643.290000 sec): 3 clusters
  Score: Raw -907152.065967 + Penalty 4237.742221 = -902914.323746
  nChanged 63
		SP:Iteration 21Q (13643.480000 sec): 3 clusters
  Score: Raw -907187.067443 + Penalty 4237.742221 = -902949.325222
  nChanged 63
		SP:Iteration 22Q (13643.590000 sec): 3 clusters
  Score: Raw -907220.843673 + Penalty 4237.742221 = -902983.101453
  nChanged 70
		SP:Iteration 23Q (13643.770000 sec): 3 clusters
  Score: Raw -907261.370401 + Penalty 4237.742221 = -903023.628180
  nChanged 90
		SP:Iteration 24Q (13643.910000 sec): 3 clusters
  Score: Raw -907313.026449 + Penalty 4237.742221 = -903075.284229
  nChanged 85
		SP:Iteration 25Q (13644.090000 sec): 3 clusters
  Score: Raw -907370.921212 + Penalty 4237.742221 = -903133.178992
  nChanged 88
		SP:Iteration 26Q (13644.260000 sec): 3 clusters
  Score: Raw -907425.737541 + Penalty 4237.742221 = -903187.995320
  nChanged 84
		SP:Iteration 27Q (13644.410000 sec): 3 clusters
  Score: Raw -907477.938721 + Penalty 4237.742221 = -903240.196500
  nChanged 89
		SP:Iteration 28Q (13644.600000 sec): 3 clusters
  Score: Raw -907537.335758 + Penalty 4237.742221 = -903299.593537
  nChanged 99
		SP:Iteration 29Q (13644.810000 sec): 3 clusters
  Score: Raw -907614.642226 + Penalty 4237.742221 = -903376.900005
  nChanged 81
		SP:Iteration 30Q (13645.030000 sec): 3 clusters
  Score: Raw -907676.126545 + Penalty 4237.742221 = -903438.384325
  nChanged 77
		SP:Iteration 31Q (13645.190000 sec): 3 clusters
  Score: Raw -907730.319969 + Penalty 4237.742221 = -903492.577748
  nChanged 77
		SP:Iteration 32Q (13645.350000 sec): 3 clusters
  Score: Raw -907788.693544 + Penalty 4237.742221 = -903550.951323
  nChanged 80
		SP:Iteration 33Q (13645.510000 sec): 3 clusters
  Score: Raw -907851.398199 + Penalty 4237.742221 = -903613.655979
  nChanged 66
		SP:Iteration 34Q (13645.650000 sec): 3 clusters
  Score: Raw -907897.140442 + Penalty 4237.742221 = -903659.398221
  nChanged 51
		SP:Iteration 35Q (13645.830000 sec): 3 clusters
  Score: Raw -907935.187851 + Penalty 4237.742221 = -903697.445631
  nChanged 62
		SP:Iteration 36Q (13646.050000 sec): 3 clusters
  Score: Raw -907976.306504 + Penalty 4237.742221 = -903738.564283
  nChanged 48
		SP:Iteration 37Q (13646.180000 sec): 3 clusters
  Score: Raw -908007.500323 + Penalty 4237.742221 = -903769.758102
  nChanged 40
		SP:Iteration 38Q (13646.350000 sec): 3 clusters
  Score: Raw -908028.711102 + Penalty 4237.742221 = -903790.968881
  nChanged 31
		SP:Iteration 39Q (13646.550000 sec): 3 clusters
  Score: Raw -908046.921076 + Penalty 4237.742221 = -903809.178855
  nChanged 28
		SP:Iteration 40F (13646.680000 sec): 3 clusters
  Score: Raw -908066.539333 + Penalty 4237.742221 = -903828.797113
  nChanged 30
		SP:Iteration 41Q (13646.810000 sec): 3 clusters
  Score: Raw -908087.297442 + Penalty 4237.742221 = -903849.555221
  nChanged 31
		SP:Iteration 42Q (13646.970000 sec): 3 clusters
  Score: Raw -908106.131167 + Penalty 4237.742221 = -903868.388946
  nChanged 20
		SP:Iteration 43Q (13647.120000 sec): 3 clusters
  Score: Raw -908119.479896 + Penalty 4237.742221 = -903881.737675
  nChanged 20
		SP:Iteration 44Q (13647.350000 sec): 3 clusters
  Score: Raw -908138.978443 + Penalty 4237.742221 = -903901.236222
  nChanged 32
		SP:Iteration 45Q (13647.480000 sec): 3 clusters
  Score: Raw -908173.547953 + Penalty 4237.742221 = -903935.805732
  nChanged 35
		SP:Iteration 46Q (13647.590000 sec): 3 clusters
  Score: Raw -908210.570218 + Penalty 4237.742221 = -903972.827998
  nChanged 38
		SP:Iteration 47Q (13647.730000 sec): 3 clusters
  Score: Raw -908247.069667 + Penalty 4237.742221 = -904009.327446
  nChanged 39
		SP:Iteration 48Q (13647.870000 sec): 3 clusters
  Score: Raw -908299.047922 + Penalty 4237.742221 = -904061.305701
  nChanged 44
		SP:Iteration 49Q (13648.050000 sec): 3 clusters
  Score: Raw -908370.199043 + Penalty 4237.742221 = -904132.456823
  nChanged 46
		SP:Iteration 50Q (13648.220000 sec): 3 clusters
  Score: Raw -908452.879688 + Penalty 4237.742221 = -904215.137467
  nChanged 45
		SP:Iteration 51Q (13648.380000 sec): 3 clusters
  Score: Raw -908587.220755 + Penalty 4237.742221 = -904349.478534
  nChanged 38
		SP:Iteration 52Q (13648.630000 sec): 3 clusters
  Score: Raw -908670.929707 + Penalty 4237.742221 = -904433.187487
  nChanged 34
		SP:Iteration 53Q (13648.740000 sec): 3 clusters
  Score: Raw -908731.138532 + Penalty 4237.742221 = -904493.396311
  nChanged 21
		SP:Iteration 54Q (13648.890000 sec): 3 clusters
  Score: Raw -908757.512851 + Penalty 4237.742221 = -904519.770630
  nChanged 21
		SP:Iteration 55Q (13649.030000 sec): 3 clusters
  Score: Raw -908778.159351 + Penalty 4237.742221 = -904540.417130
  nChanged 13
		SP:Iteration 56Q (13649.200000 sec): 3 clusters
  Score: Raw -908789.362951 + Penalty 4237.742221 = -904551.620730
  nChanged 7
		SP:Iteration 57Q (13649.390000 sec): 3 clusters
  Score: Raw -908793.358090 + Penalty 4237.742221 = -904555.615870
  nChanged 2
		SP:Iteration 58Q (13649.560000 sec): 3 clusters
  Score: Raw -908794.752998 + Penalty 4237.742221 = -904557.010777
  nChanged 2
		SP:Iteration 59Q (13649.740000 sec): 3 clusters
  Score: Raw -908796.003796 + Penalty 4237.742221 = -904558.261575
  nChanged 1
		SP:Iteration 60F (13649.890000 sec): 3 clusters
  Score: Raw -908796.436355 + Penalty 4237.742221 = -904558.694134
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13650.000000 sec): 2 clusters
  Score: Raw -60580.720432 + Penalty 1500.918114 = -59079.802318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13650.120000 sec): 3 clusters
  Score: Raw -60789.251801 + Penalty 3001.836228 = -57787.415573
  nChanged 98
		SP:Iteration 1F (13650.260000 sec): 3 clusters
  Score: Raw -61119.184170 + Penalty 3001.836228 = -58117.347942
  nChanged 34
		SP:Iteration 2F (13650.420000 sec): 3 clusters
  Score: Raw -61314.796376 + Penalty 3001.836228 = -58312.960148
  nChanged 24
		SP:Iteration 3F (13650.550000 sec): 3 clusters
  Score: Raw -61569.584390 + Penalty 3001.836228 = -58567.748162
  nChanged 27
		SP:Iteration 4F (13650.680000 sec): 3 clusters
  Score: Raw -61736.927937 + Penalty 3001.836228 = -58735.091709
  nChanged 19
		SP:Iteration 5Q (13650.860000 sec): 3 clusters
  Score: Raw -61823.496830 + Penalty 3001.836228 = -58821.660603
  nChanged 5
		SP:Iteration 6Q (13650.960000 sec): 3 clusters
  Score: Raw -61837.232536 + Penalty 3001.836228 = -58835.396308
  nChanged 2
		SP:Iteration 7Q (13651.090000 sec): 3 clusters
  Score: Raw -61844.647740 + Penalty 3001.836228 = -58842.811513
  nChanged 1
		SP:Iteration 8Q (13651.220000 sec): 3 clusters
  Score: Raw -61846.514833 + Penalty 3001.836228 = -58844.678605
  nChanged 2
		SP:Iteration 9Q (13651.390000 sec): 3 clusters
  Score: Raw -61854.367513 + Penalty 3001.836228 = -58852.531285
  nChanged 1
		SP:Iteration 10Q (13651.520000 sec): 3 clusters
  Score: Raw -61858.243680 + Penalty 3001.836228 = -58856.407452
  nChanged 3
		SP:Iteration 11Q (13651.690000 sec): 3 clusters
  Score: Raw -61870.387687 + Penalty 3001.836228 = -58868.551459
  nChanged 1
		SP:Iteration 12Q (13651.830000 sec): 3 clusters
  Score: Raw -61871.448459 + Penalty 3001.836228 = -58869.612231
  nChanged 1
		SP:Iteration 13Q (13651.980000 sec): 3 clusters
  Score: Raw -61874.004164 + Penalty 3001.836228 = -58872.167936
  nChanged 0
		SP:Iteration 14F (13652.130000 sec): 3 clusters
  Score: Raw -61874.004164 + Penalty 3001.836228 = -58872.167936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13652.220000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13652.400000 sec): 3 clusters
  Score: Raw -280218.585071 + Penalty 3634.904927 = -276583.680144
  nChanged 437
		SP:Iteration 1F (13652.530000 sec): 3 clusters
  Score: Raw -280629.865012 + Penalty 3634.904927 = -276994.960085
  nChanged 123
		SP:Iteration 2F (13652.660000 sec): 3 clusters
  Score: Raw -280760.978399 + Penalty 3634.904927 = -277126.073472
  nChanged 55
		SP:Iteration 3Q (13652.820000 sec): 3 clusters
  Score: Raw -280810.208070 + Penalty 3634.904927 = -277175.303143
  nChanged 33
		SP:Iteration 4Q (13653.020000 sec): 3 clusters
  Score: Raw -280843.716760 + Penalty 3634.904927 = -277208.811833
  nChanged 30
		SP:Iteration 5Q (13653.140000 sec): 3 clusters
  Score: Raw -280870.586755 + Penalty 3634.904927 = -277235.681828
  nChanged 21
		SP:Iteration 6Q (13653.300000 sec): 3 clusters
  Score: Raw -280888.950665 + Penalty 3634.904927 = -277254.045738
  nChanged 20
		SP:Iteration 7Q (13653.470000 sec): 3 clusters
  Score: Raw -280903.035731 + Penalty 3634.904927 = -277268.130804
  nChanged 14
		SP:Iteration 8Q (13653.620000 sec): 3 clusters
  Score: Raw -280911.747605 + Penalty 3634.904927 = -277276.842678
  nChanged 13
		SP:Iteration 9Q (13653.780000 sec): 3 clusters
  Score: Raw -280920.490619 + Penalty 3634.904927 = -277285.585692
  nChanged 12
		SP:Iteration 10Q (13653.960000 sec): 3 clusters
  Score: Raw -280931.292156 + Penalty 3634.904927 = -277296.387229
  nChanged 14
		SP:Iteration 11Q (13654.130000 sec): 3 clusters
  Score: Raw -280944.157313 + Penalty 3634.904927 = -277309.252386
  nChanged 15
		SP:Iteration 12Q (13654.310000 sec): 3 clusters
  Score: Raw -280956.589293 + Penalty 3634.904927 = -277321.684366
  nChanged 16
		SP:Iteration 13Q (13654.440000 sec): 3 clusters
  Score: Raw -280969.805992 + Penalty 3634.904927 = -277334.901065
  nChanged 10
		SP:Iteration 14Q (13654.620000 sec): 3 clusters
  Score: Raw -280975.824095 + Penalty 3634.904927 = -277340.919168
  nChanged 10
		SP:Iteration 15Q (13654.800000 sec): 3 clusters
  Score: Raw -280982.249733 + Penalty 3634.904927 = -277347.344806
  nChanged 13
		SP:Iteration 16Q (13654.910000 sec): 3 clusters
  Score: Raw -280992.084401 + Penalty 3634.904927 = -277357.179474
  nChanged 9
		SP:Iteration 17Q (13655.060000 sec): 3 clusters
  Score: Raw -281010.809594 + Penalty 3634.904927 = -277375.904667
  nChanged 16
		SP:Iteration 18Q (13655.180000 sec): 3 clusters
  Score: Raw -281030.370241 + Penalty 3634.904927 = -277395.465314
  nChanged 10
		SP:Iteration 19Q (13655.350000 sec): 3 clusters
  Score: Raw -281039.415023 + Penalty 3634.904927 = -277404.510096
  nChanged 10
		SP:Iteration 20F (13655.520000 sec): 3 clusters
  Score: Raw -281045.245976 + Penalty 3634.904927 = -277410.341049
  nChanged 10
		SP:Iteration 21Q (13655.700000 sec): 3 clusters
  Score: Raw -281051.014327 + Penalty 3634.904927 = -277416.109400
  nChanged 7
		SP:Iteration 22Q (13655.890000 sec): 3 clusters
  Score: Raw -281055.915904 + Penalty 3634.904927 = -277421.010977
  nChanged 4
		SP:Iteration 23Q (13656.060000 sec): 3 clusters
  Score: Raw -281061.049667 + Penalty 3634.904927 = -277426.144740
  nChanged 3
		SP:Iteration 24Q (13656.240000 sec): 3 clusters
  Score: Raw -281063.506675 + Penalty 3634.904927 = -277428.601748
  nChanged 4
		SP:Iteration 25Q (13656.430000 sec): 3 clusters
  Score: Raw -281067.817552 + Penalty 3634.904927 = -277432.912625
  nChanged 6
		SP:Iteration 26Q (13656.560000 sec): 3 clusters
  Score: Raw -281071.171784 + Penalty 3634.904927 = -277436.266857
  nChanged 4
		SP:Iteration 27Q (13656.760000 sec): 3 clusters
  Score: Raw -281073.867973 + Penalty 3634.904927 = -277438.963046
  nChanged 1
		SP:Iteration 28Q (13656.890000 sec): 3 clusters
  Score: Raw -281074.471750 + Penalty 3634.904927 = -277439.566823
  nChanged 1
		SP:Iteration 29Q (13657.080000 sec): 3 clusters
  Score: Raw -281074.879556 + Penalty 3634.904927 = -277439.974629
  nChanged 0
		SP:Iteration 30F (13657.240000 sec): 3 clusters
  Score: Raw -281074.879556 + Penalty 3634.904927 = -277439.974629
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13657.300000 sec): 2 clusters
  Score: Raw -27686.925861 + Penalty 1372.280593 = -26314.645267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13657.510000 sec): 3 clusters
  Score: Raw -27909.502138 + Penalty 2744.561186 = -25164.940951
  nChanged 34
		SP:Iteration 1F (13657.670000 sec): 3 clusters
  Score: Raw -28012.949583 + Penalty 2744.561186 = -25268.388396
  nChanged 3
		SP:Iteration 2Q (13657.830000 sec): 3 clusters
  Score: Raw -28042.506329 + Penalty 2744.561186 = -25297.945143
  nChanged 2
		SP:Iteration 3Q (13657.980000 sec): 3 clusters
  Score: Raw -28057.365962 + Penalty 2744.561186 = -25312.804776
  nChanged 4
		SP:Iteration 4Q (13658.140000 sec): 3 clusters
  Score: Raw -28067.712100 + Penalty 2744.561186 = -25323.150914
  nChanged 3
		SP:Iteration 5Q (13658.320000 sec): 3 clusters
  Score: Raw -28091.166333 + Penalty 2744.561186 = -25346.605147
  nChanged 3
		SP:Iteration 6Q (13658.470000 sec): 3 clusters
  Score: Raw -28102.053499 + Penalty 2744.561186 = -25357.492312
  nChanged 1
		SP:Iteration 7Q (13658.580000 sec): 3 clusters
  Score: Raw -28107.235917 + Penalty 2744.561186 = -25362.674730
  nChanged 1
		SP:Iteration 8Q (13658.720000 sec): 3 clusters
  Score: Raw -28109.344852 + Penalty 2744.561186 = -25364.783666
  nChanged 0
		SP:Iteration 9F (13658.900000 sec): 3 clusters
  Score: Raw -28109.344852 + Penalty 2744.561186 = -25364.783666
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13658.990000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13659.160000 sec): 3 clusters
  Score: Raw -218573.032125 + Penalty 3502.847050 = -215070.185075
  nChanged 334
		SP:Iteration 1F (13659.300000 sec): 3 clusters
  Score: Raw -218965.895345 + Penalty 3502.847050 = -215463.048295
  nChanged 97
		SP:Iteration 2F (13659.490000 sec): 3 clusters
  Score: Raw -219169.238012 + Penalty 3502.847050 = -215666.390963
  nChanged 73
		SP:Iteration 3F (13659.630000 sec): 3 clusters
  Score: Raw -219303.077382 + Penalty 3502.847050 = -215800.230333
  nChanged 71
		SP:Iteration 4F (13659.750000 sec): 3 clusters
  Score: Raw -219447.896980 + Penalty 3502.847050 = -215945.049930
  nChanged 66
		SP:Iteration 5F (13659.920000 sec): 3 clusters
  Score: Raw -219573.540800 + Penalty 3502.847050 = -216070.693750
  nChanged 46
		SP:Iteration 6Q (13660.070000 sec): 3 clusters
  Score: Raw -219646.101023 + Penalty 3502.847050 = -216143.253973
  nChanged 39
		SP:Iteration 7Q (13660.190000 sec): 3 clusters
  Score: Raw -219707.548147 + Penalty 3502.847050 = -216204.701098
  nChanged 35
		SP:Iteration 8Q (13660.340000 sec): 3 clusters
  Score: Raw -219763.391955 + Penalty 3502.847050 = -216260.544906
  nChanged 24
		SP:Iteration 9Q (13660.460000 sec): 3 clusters
  Score: Raw -219797.552631 + Penalty 3502.847050 = -216294.705582
  nChanged 11
		SP:Iteration 10Q (13660.590000 sec): 3 clusters
  Score: Raw -219814.997243 + Penalty 3502.847050 = -216312.150193
  nChanged 9
		SP:Iteration 11Q (13660.700000 sec): 3 clusters
  Score: Raw -219835.791050 + Penalty 3502.847050 = -216332.944001
  nChanged 6
		SP:Iteration 12Q (13660.840000 sec): 3 clusters
  Score: Raw -219843.771565 + Penalty 3502.847050 = -216340.924516
  nChanged 3
		SP:Iteration 13Q (13660.920000 sec): 3 clusters
  Score: Raw -219846.787119 + Penalty 3502.847050 = -216343.940070
  nChanged 3
		SP:Iteration 14Q (13661.030000 sec): 3 clusters
  Score: Raw -219849.618882 + Penalty 3502.847050 = -216346.771833
  nChanged 1
		SP:Iteration 15Q (13661.160000 sec): 3 clusters
  Score: Raw -219851.616048 + Penalty 3502.847050 = -216348.768999
  nChanged 1
		SP:Iteration 16Q (13661.250000 sec): 3 clusters
  Score: Raw -219853.132786 + Penalty 3502.847050 = -216350.285737
  nChanged 0
		SP:Iteration 17F (13661.360000 sec): 3 clusters
  Score: Raw -219853.132786 + Penalty 3502.847050 = -216350.285737
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13661.410000 sec): 2 clusters
  Score: Raw -15707.862044 + Penalty 1165.719131 = -14542.142913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13661.520000 sec): 3 clusters
  Score: Raw -16040.103173 + Penalty 2331.438261 = -13708.664911
  nChanged 4
		SP:Iteration 1Q (13661.680000 sec): 3 clusters
  Score: Raw -16073.942175 + Penalty 2331.438261 = -13742.503914
  nChanged 0
		SP:Iteration 2F (13661.800000 sec): 3 clusters
  Score: Raw -16073.942175 + Penalty 2331.438261 = -13742.503914
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13661.850000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13661.990000 sec): 3 clusters
  Score: Raw -35254.779621 + Penalty 2681.957199 = -32572.822423
  nChanged 26
		SP:Iteration 1F (13662.160000 sec): 3 clusters
  Score: Raw -35376.426114 + Penalty 2681.957199 = -32694.468916
  nChanged 5
		SP:Iteration 2Q (13662.320000 sec): 3 clusters
  Score: Raw -35422.258887 + Penalty 2681.957199 = -32740.301689
  nChanged 3
		SP:Iteration 3Q (13662.500000 sec): 3 clusters
  Score: Raw -35480.228014 + Penalty 2681.957199 = -32798.270815
  nChanged 4
		SP:Iteration 4Q (13662.660000 sec): 3 clusters
  Score: Raw -35550.917970 + Penalty 2681.957199 = -32868.960771
  nChanged 1
		SP:Iteration 5Q (13662.820000 sec): 3 clusters
  Score: Raw -35592.676494 + Penalty 2681.957199 = -32910.719296
  nChanged 3
		SP:Iteration 6Q (13662.960000 sec): 3 clusters
  Score: Raw -35607.033383 + Penalty 2681.957199 = -32925.076184
  nChanged 1
		SP:Iteration 7Q (13663.140000 sec): 3 clusters
  Score: Raw -35609.197321 + Penalty 2681.957199 = -32927.240123
  nChanged 1
		SP:Iteration 8Q (13663.280000 sec): 3 clusters
  Score: Raw -35615.477541 + Penalty 2681.957199 = -32933.520342
  nChanged 2
		SP:Iteration 9Q (13663.420000 sec): 3 clusters
  Score: Raw -35626.034500 + Penalty 2681.957199 = -32944.077301
  nChanged 3
		SP:Iteration 10Q (13663.590000 sec): 3 clusters
  Score: Raw -35644.408389 + Penalty 2681.957199 = -32962.451190
  nChanged 4
		SP:Iteration 11Q (13663.780000 sec): 3 clusters
  Score: Raw -35678.380223 + Penalty 2681.957199 = -32996.423025
  nChanged 1
		SP:Iteration 12Q (13663.910000 sec): 3 clusters
  Score: Raw -35699.504750 + Penalty 2681.957199 = -33017.547551
  nChanged 3
		SP:Iteration 13Q (13664.070000 sec): 3 clusters
  Score: Raw -35753.783309 + Penalty 2681.957199 = -33071.826110
  nChanged 2
		SP:Iteration 14Q (13664.220000 sec): 3 clusters
  Score: Raw -35864.066432 + Penalty 2681.957199 = -33182.109233
  nChanged 3
		SP:Iteration 15Q (13664.400000 sec): 3 clusters
  Score: Raw -35879.030522 + Penalty 2681.957199 = -33197.073323
  nChanged 2
		SP:Iteration 16Q (13664.530000 sec): 3 clusters
  Score: Raw -35887.759293 + Penalty 2681.957199 = -33205.802095
  nChanged 0
		SP:Iteration 17F (13664.700000 sec): 3 clusters
  Score: Raw -35887.759293 + Penalty 2681.957199 = -33205.802095
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13664.780000 sec): 2 clusters
  Score: Raw -50169.076272 + Penalty 1448.479131 = -48720.597141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13664.940000 sec): 3 clusters
  Score: Raw -50409.383359 + Penalty 2896.958262 = -47512.425097
  nChanged 66
		SP:Iteration 1F (13665.090000 sec): 3 clusters
  Score: Raw -50718.615890 + Penalty 2896.958262 = -47821.657628
  nChanged 24
		SP:Iteration 2F (13665.250000 sec): 3 clusters
  Score: Raw -50837.638419 + Penalty 2896.958262 = -47940.680157
  nChanged 12
		SP:Iteration 3Q (13665.380000 sec): 3 clusters
  Score: Raw -50883.003689 + Penalty 2896.958262 = -47986.045427
  nChanged 2
		SP:Iteration 4Q (13665.500000 sec): 3 clusters
  Score: Raw -50908.528314 + Penalty 2896.958262 = -48011.570052
  nChanged 8
		SP:Iteration 5Q (13665.680000 sec): 3 clusters
  Score: Raw -50953.810311 + Penalty 2896.958262 = -48056.852049
  nChanged 7
		SP:Iteration 6Q (13665.790000 sec): 3 clusters
  Score: Raw -50979.624950 + Penalty 2896.958262 = -48082.666688
  nChanged 5
		SP:Iteration 7Q (13665.950000 sec): 3 clusters
  Score: Raw -50996.786712 + Penalty 2896.958262 = -48099.828450
  nChanged 4
		SP:Iteration 8Q (13666.060000 sec): 3 clusters
  Score: Raw -51007.781741 + Penalty 2896.958262 = -48110.823479
  nChanged 5
		SP:Iteration 9Q (13666.230000 sec): 3 clusters
  Score: Raw -51021.102796 + Penalty 2896.958262 = -48124.144533
  nChanged 3
		SP:Iteration 10Q (13666.400000 sec): 3 clusters
  Score: Raw -51028.514121 + Penalty 2896.958262 = -48131.555859
  nChanged 2
		SP:Iteration 11Q (13666.560000 sec): 3 clusters
  Score: Raw -51035.019587 + Penalty 2896.958262 = -48138.061325
  nChanged 3
		SP:Iteration 12Q (13666.700000 sec): 3 clusters
  Score: Raw -51052.463193 + Penalty 2896.958262 = -48155.504931
  nChanged 4
		SP:Iteration 13Q (13666.830000 sec): 3 clusters
  Score: Raw -51073.764947 + Penalty 2896.958262 = -48176.806685
  nChanged 3
		SP:Iteration 14Q (13666.980000 sec): 3 clusters
  Score: Raw -51078.445478 + Penalty 2896.958262 = -48181.487216
  nChanged 3
		SP:Iteration 15Q (13667.100000 sec): 3 clusters
  Score: Raw -51153.220355 + Penalty 2896.958262 = -48256.262093
  nChanged 6
		SP:Iteration 16Q (13667.250000 sec): 3 clusters
  Score: Raw -51186.402523 + Penalty 2896.958262 = -48289.444261
  nChanged 3
		SP:Iteration 17Q (13667.390000 sec): 3 clusters
  Score: Raw -51192.700165 + Penalty 2896.958262 = -48295.741903
  nChanged 2
		SP:Iteration 18Q (13667.540000 sec): 3 clusters
  Score: Raw -51197.218432 + Penalty 2896.958262 = -48300.260170
  nChanged 2
		SP:Iteration 19Q (13667.670000 sec): 3 clusters
  Score: Raw -51208.326752 + Penalty 2896.958262 = -48311.368489
  nChanged 1
		SP:Iteration 20F (13667.820000 sec): 3 clusters
  Score: Raw -51217.189925 + Penalty 2896.958262 = -48320.231663
  nChanged 2
		SP:Iteration 21Q (13667.970000 sec): 3 clusters
  Score: Raw -51221.339593 + Penalty 2896.958262 = -48324.381331
  nChanged 0
		SP:Iteration 22F (13668.130000 sec): 3 clusters
  Score: Raw -51221.339593 + Penalty 2896.958262 = -48324.381331
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13668.350000 sec): 2 clusters
  Score: Raw -2510704.579690 + Penalty 2359.379022 = -2508345.200668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13668.570000 sec): 3 clusters
  Score: Raw -2503061.457260 + Penalty 4718.758043 = -2498342.699216
  nChanged 5765
		SP:Iteration 1F (13668.850000 sec): 3 clusters
  Score: Raw -2506113.203635 + Penalty 4718.758043 = -2501394.445591
  nChanged 814
		SP:Iteration 2F (13669.080000 sec): 3 clusters
  Score: Raw -2506452.676081 + Penalty 4718.758043 = -2501733.918037
  nChanged 625
		SP:Iteration 3Q (13669.340000 sec): 3 clusters
  Score: Raw -2506713.254576 + Penalty 4718.758043 = -2501994.496532
  nChanged 533
		SP:Iteration 4Q (13669.580000 sec): 3 clusters
  Score: Raw -2506915.191382 + Penalty 4718.758043 = -2502196.433339
  nChanged 484
		SP:Iteration 5Q (13669.870000 sec): 3 clusters
  Score: Raw -2507103.473346 + Penalty 4718.758043 = -2502384.715303
  nChanged 461
		SP:Iteration 6Q (13670.110000 sec): 3 clusters
  Score: Raw -2507312.777712 + Penalty 4718.758043 = -2502594.019668
  nChanged 501
		SP:Iteration 7Q (13670.340000 sec): 3 clusters
  Score: Raw -2507548.885035 + Penalty 4718.758043 = -2502830.126992
  nChanged 503
		SP:Iteration 8Q (13670.590000 sec): 3 clusters
  Score: Raw -2507793.842423 + Penalty 4718.758043 = -2503075.084380
  nChanged 484
		SP:Iteration 9Q (13670.880000 sec): 3 clusters
  Score: Raw -2508035.041988 + Penalty 4718.758043 = -2503316.283945
  nChanged 491
		SP:Iteration 10Q (13671.170000 sec): 3 clusters
  Score: Raw -2508320.345868 + Penalty 4718.758043 = -2503601.587825
  nChanged 500
		SP:Iteration 11Q (13671.400000 sec): 3 clusters
  Score: Raw -2508627.470157 + Penalty 4718.758043 = -2503908.712113
  nChanged 500
		SP:Iteration 12Q (13671.680000 sec): 3 clusters
  Score: Raw -2508975.501578 + Penalty 4718.758043 = -2504256.743535
  nChanged 489
		SP:Iteration 13Q (13671.870000 sec): 3 clusters
  Score: Raw -2509297.170425 + Penalty 4718.758043 = -2504578.412381
  nChanged 416
		SP:Iteration 14Q (13672.100000 sec): 3 clusters
  Score: Raw -2509569.874459 + Penalty 4718.758043 = -2504851.116416
  nChanged 352
		SP:Iteration 15Q (13672.320000 sec): 3 clusters
  Score: Raw -2509789.058167 + Penalty 4718.758043 = -2505070.300123
  nChanged 334
		SP:Iteration 16Q (13672.580000 sec): 3 clusters
  Score: Raw -2510006.880157 + Penalty 4718.758043 = -2505288.122113
  nChanged 268
		SP:Iteration 17Q (13672.820000 sec): 3 clusters
  Score: Raw -2510176.503088 + Penalty 4718.758043 = -2505457.745044
  nChanged 249
		SP:Iteration 18Q (13673.090000 sec): 3 clusters
  Score: Raw -2510322.308783 + Penalty 4718.758043 = -2505603.550739
  nChanged 193
		SP:Iteration 19Q (13673.300000 sec): 3 clusters
  Score: Raw -2510433.562017 + Penalty 4718.758043 = -2505714.803973
  nChanged 172
		SP:Iteration 20F (13673.560000 sec): 3 clusters
  Score: Raw -2510530.474522 + Penalty 4718.758043 = -2505811.716479
  nChanged 124
		SP:Iteration 21Q (13673.770000 sec): 3 clusters
  Score: Raw -2510590.583115 + Penalty 4718.758043 = -2505871.825071
  nChanged 100
		SP:Iteration 22Q (13674.040000 sec): 3 clusters
  Score: Raw -2510640.059159 + Penalty 4718.758043 = -2505921.301115
  nChanged 93
		SP:Iteration 23Q (13674.250000 sec): 3 clusters
  Score: Raw -2510695.568494 + Penalty 4718.758043 = -2505976.810451
  nChanged 98
		SP:Iteration 24Q (13674.500000 sec): 3 clusters
  Score: Raw -2510752.133155 + Penalty 4718.758043 = -2506033.375112
  nChanged 92
		SP:Iteration 25Q (13674.710000 sec): 3 clusters
  Score: Raw -2510806.850549 + Penalty 4718.758043 = -2506088.092505
  nChanged 75
		SP:Iteration 26Q (13674.950000 sec): 3 clusters
  Score: Raw -2510849.635370 + Penalty 4718.758043 = -2506130.877326
  nChanged 63
		SP:Iteration 27Q (13675.190000 sec): 3 clusters
  Score: Raw -2510889.218780 + Penalty 4718.758043 = -2506170.460737
  nChanged 56
		SP:Iteration 28Q (13675.440000 sec): 3 clusters
  Score: Raw -2510921.088398 + Penalty 4718.758043 = -2506202.330354
  nChanged 33
		SP:Iteration 29Q (13675.630000 sec): 3 clusters
  Score: Raw -2510939.803196 + Penalty 4718.758043 = -2506221.045153
  nChanged 30
		SP:Iteration 30Q (13675.860000 sec): 3 clusters
  Score: Raw -2510954.298946 + Penalty 4718.758043 = -2506235.540902
  nChanged 26
		SP:Iteration 31Q (13676.100000 sec): 3 clusters
  Score: Raw -2510966.488474 + Penalty 4718.758043 = -2506247.730431
  nChanged 18
		SP:Iteration 32Q (13676.360000 sec): 3 clusters
  Score: Raw -2510977.088027 + Penalty 4718.758043 = -2506258.329983
  nChanged 19
		SP:Iteration 33Q (13676.600000 sec): 3 clusters
  Score: Raw -2510987.406891 + Penalty 4718.758043 = -2506268.648848
  nChanged 17
		SP:Iteration 34Q (13676.830000 sec): 3 clusters
  Score: Raw -2510997.195250 + Penalty 4718.758043 = -2506278.437207
  nChanged 14
		SP:Iteration 35Q (13677.080000 sec): 3 clusters
  Score: Raw -2511003.240617 + Penalty 4718.758043 = -2506284.482573
  nChanged 8
		SP:Iteration 36Q (13677.300000 sec): 3 clusters
  Score: Raw -2511008.507927 + Penalty 4718.758043 = -2506289.749884
  nChanged 4
		SP:Iteration 37Q (13677.510000 sec): 3 clusters
  Score: Raw -2511009.642329 + Penalty 4718.758043 = -2506290.884285
  nChanged 1
		SP:Iteration 38Q (13677.790000 sec): 3 clusters
  Score: Raw -2511010.056514 + Penalty 4718.758043 = -2506291.298470
  nChanged 0
		SP:Iteration 39F (13677.980000 sec): 3 clusters
  Score: Raw -2511010.056514 + Penalty 4718.758043 = -2506291.298470
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13679.180000 sec): 2 clusters
  Score: Raw -37629732.555239 + Penalty 3039.541141 = -37626693.014098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13680.830000 sec): 3 clusters
  Score: Raw -37491733.543573 + Penalty 6079.082281 = -37485654.461292
  nChanged 101224
		SP:Iteration 1F (13682.420000 sec): 3 clusters
  Score: Raw -37550624.832621 + Penalty 6079.082281 = -37544545.750339
  nChanged 5227
		SP:Iteration 2Q (13683.990000 sec): 3 clusters
  Score: Raw -37551593.413524 + Penalty 6079.082281 = -37545514.331243
  nChanged 5616
		SP:Iteration 3Q (13685.650000 sec): 3 clusters
  Score: Raw -37552753.196565 + Penalty 6079.082281 = -37546674.114284
  nChanged 6086
		SP:Iteration 4Q (13687.360000 sec): 3 clusters
  Score: Raw -37554222.081605 + Penalty 6079.082281 = -37548142.999324
  nChanged 6797
		SP:Iteration 5Q (13689.210000 sec): 3 clusters
  Score: Raw -37556118.021315 + Penalty 6079.082281 = -37550038.939034
  nChanged 7725
		SP:Iteration 6Q (13690.820000 sec): 3 clusters
  Score: Raw -37558650.114213 + Penalty 6079.082281 = -37552571.031931
  nChanged 8715
		SP:Iteration 7Q (13692.670000 sec): 3 clusters
  Score: Raw -37561886.417534 + Penalty 6079.082281 = -37555807.335253
  nChanged 9490
		SP:Iteration 8Q (13694.150000 sec): 3 clusters
  Score: Raw -37565796.343627 + Penalty 6079.082281 = -37559717.261345
  nChanged 10157
		SP:Iteration 9Q (13695.700000 sec): 3 clusters
  Score: Raw -37570403.865939 + Penalty 6079.082281 = -37564324.783658
  nChanged 10481
		SP:Iteration 10Q (13697.280000 sec): 3 clusters
  Score: Raw -37575394.405808 + Penalty 6079.082281 = -37569315.323526
  nChanged 10355
		SP:Iteration 11Q (13698.910000 sec): 3 clusters
  Score: Raw -37580382.362144 + Penalty 6079.082281 = -37574303.279862
  nChanged 9785
		SP:Iteration 12Q (13700.370000 sec): 3 clusters
  Score: Raw -37585033.276604 + Penalty 6079.082281 = -37578954.194322
  nChanged 9033
		SP:Iteration 13Q (13701.900000 sec): 3 clusters
  Score: Raw -37589136.861851 + Penalty 6079.082281 = -37583057.779570
  nChanged 7979
		SP:Iteration 14Q (13703.520000 sec): 3 clusters
  Score: Raw -37592315.694676 + Penalty 6079.082281 = -37586236.612394
  nChanged 6520
		SP:Iteration 15Q (13705.020000 sec): 3 clusters
  Score: Raw -37594386.324457 + Penalty 6079.082281 = -37588307.242175
  nChanged 4938
		SP:Iteration 16Q (13706.580000 sec): 3 clusters
  Score: Raw -37595609.406495 + Penalty 6079.082281 = -37589530.324214
  nChanged 3769
		SP:Iteration 17Q (13708.070000 sec): 3 clusters
  Score: Raw -37596383.252012 + Penalty 6079.082281 = -37590304.169730
  nChanged 3115
		SP:Iteration 18Q (13709.660000 sec): 3 clusters
  Score: Raw -37597011.033172 + Penalty 6079.082281 = -37590931.950890
  nChanged 2996
		SP:Iteration 19Q (13711.330000 sec): 3 clusters
  Score: Raw -37597669.552097 + Penalty 6079.082281 = -37591590.469816
  nChanged 3203
		SP:Iteration 20F (13712.780000 sec): 3 clusters
  Score: Raw -37598437.385128 + Penalty 6079.082281 = -37592358.302846
  nChanged 3416
		SP:Iteration 21Q (13714.400000 sec): 3 clusters
  Score: Raw -37599316.889029 + Penalty 6079.082281 = -37593237.806747
  nChanged 3622
		SP:Iteration 22Q (13715.830000 sec): 3 clusters
  Score: Raw -37600327.634169 + Penalty 6079.082281 = -37594248.551888
  nChanged 3860
		SP:Iteration 23Q (13717.280000 sec): 3 clusters
  Score: Raw -37601481.470432 + Penalty 6079.082281 = -37595402.388151
  nChanged 4020
		SP:Iteration 24Q (13718.820000 sec): 3 clusters
  Score: Raw -37602781.890907 + Penalty 6079.082281 = -37596702.808626
  nChanged 4217
		SP:Iteration 25Q (13720.290000 sec): 3 clusters
  Score: Raw -37604285.848660 + Penalty 6079.082281 = -37598206.766379
  nChanged 4495
		SP:Iteration 26Q (13722.190000 sec): 3 clusters
  Score: Raw -37606032.784572 + Penalty 6079.082281 = -37599953.702290
  nChanged 4616
		SP:Iteration 27Q (13724.010000 sec): 3 clusters
  Score: Raw -37608032.364171 + Penalty 6079.082281 = -37601953.281889
  nChanged 4825
		SP:Iteration 28Q (13725.790000 sec): 3 clusters
  Score: Raw -37610370.151718 + Penalty 6079.082281 = -37604291.069437
  nChanged 4819
		SP:Iteration 29Q (13727.300000 sec): 3 clusters
  Score: Raw -37612903.834248 + Penalty 6079.082281 = -37606824.751967
  nChanged 4789
		SP:Iteration 30Q (13728.800000 sec): 3 clusters
  Score: Raw -37615641.168590 + Penalty 6079.082281 = -37609562.086308
  nChanged 4513
		SP:Iteration 31Q (13730.260000 sec): 3 clusters
  Score: Raw -37618401.727204 + Penalty 6079.082281 = -37612322.644923
  nChanged 4030
		SP:Iteration 32Q (13731.780000 sec): 3 clusters
  Score: Raw -37621008.472622 + Penalty 6079.082281 = -37614929.390340
  nChanged 3545
		SP:Iteration 33Q (13733.300000 sec): 3 clusters
  Score: Raw -37623423.824999 + Penalty 6079.082281 = -37617344.742718
  nChanged 2874
		SP:Iteration 34Q (13734.820000 sec): 3 clusters
  Score: Raw -37625391.218306 + Penalty 6079.082281 = -37619312.136025
  nChanged 2192
		SP:Iteration 35Q (13736.130000 sec): 3 clusters
  Score: Raw -37626865.601094 + Penalty 6079.082281 = -37620786.518813
  nChanged 1612
		SP:Iteration 36Q (13737.440000 sec): 3 clusters
  Score: Raw -37627935.283983 + Penalty 6079.082281 = -37621856.201702
  nChanged 1140
		SP:Iteration 37Q (13738.770000 sec): 3 clusters
  Score: Raw -37628683.708514 + Penalty 6079.082281 = -37622604.626233
  nChanged 774
		SP:Iteration 38Q (13740.090000 sec): 3 clusters
  Score: Raw -37629215.350862 + Penalty 6079.082281 = -37623136.268580
  nChanged 474
		SP:Iteration 39Q (13741.620000 sec): 3 clusters
  Score: Raw -37629530.252647 + Penalty 6079.082281 = -37623451.170366
  nChanged 297
		SP:Iteration 40F (13743.480000 sec): 3 clusters
  Score: Raw -37629715.558519 + Penalty 6079.082281 = -37623636.476237
  nChanged 194
		SP:Iteration 41Q (13745.200000 sec): 3 clusters
  Score: Raw -37629832.744029 + Penalty 6079.082281 = -37623753.661747
  nChanged 141
		SP:Iteration 42Q (13746.670000 sec): 3 clusters
  Score: Raw -37629921.675596 + Penalty 6079.082281 = -37623842.593315
  nChanged 96
		SP:Iteration 43Q (13748.080000 sec): 3 clusters
  Score: Raw -37629985.968847 + Penalty 6079.082281 = -37623906.886565
  nChanged 57
		SP:Iteration 44Q (13749.460000 sec): 3 clusters
  Score: Raw -37630021.178639 + Penalty 6079.082281 = -37623942.096358
  nChanged 40
		SP:Iteration 45Q (13750.800000 sec): 3 clusters
  Score: Raw -37630043.779214 + Penalty 6079.082281 = -37623964.696932
  nChanged 37
		SP:Iteration 46Q (13752.030000 sec): 3 clusters
  Score: Raw -37630064.429188 + Penalty 6079.082281 = -37623985.346907
  nChanged 31
		SP:Iteration 47Q (13753.400000 sec): 3 clusters
  Score: Raw -37630081.560548 + Penalty 6079.082281 = -37624002.478267
  nChanged 28
		SP:Iteration 48Q (13754.740000 sec): 3 clusters
  Score: Raw -37630099.521103 + Penalty 6079.082281 = -37624020.438822
  nChanged 21
		SP:Iteration 49Q (13756.220000 sec): 3 clusters
  Score: Raw -37630112.171754 + Penalty 6079.082281 = -37624033.089473
  nChanged 18
		SP:Iteration 50Q (13757.800000 sec): 3 clusters
  Score: Raw -37630124.126097 + Penalty 6079.082281 = -37624045.043816
  nChanged 20
		SP:Iteration 51Q (13759.290000 sec): 3 clusters
  Score: Raw -37630135.436241 + Penalty 6079.082281 = -37624056.353960
  nChanged 19
		SP:Iteration 52Q (13760.700000 sec): 3 clusters
  Score: Raw -37630147.603634 + Penalty 6079.082281 = -37624068.521353
  nChanged 19
		SP:Iteration 53Q (13762.130000 sec): 3 clusters
  Score: Raw -37630159.038229 + Penalty 6079.082281 = -37624079.955948
  nChanged 10
		SP:Iteration 54Q (13763.790000 sec): 3 clusters
  Score: Raw -37630164.643119 + Penalty 6079.082281 = -37624085.560838
  nChanged 8
		SP:Iteration 55Q (13765.390000 sec): 3 clusters
  Score: Raw -37630170.483346 + Penalty 6079.082281 = -37624091.401065
  nChanged 5
		SP:Iteration 56Q (13766.750000 sec): 3 clusters
  Score: Raw -37630173.703847 + Penalty 6079.082281 = -37624094.621565
  nChanged 5
		SP:Iteration 57Q (13768.120000 sec): 3 clusters
  Score: Raw -37630176.296925 + Penalty 6079.082281 = -37624097.214643
  nChanged 2
		SP:Iteration 58Q (13769.580000 sec): 3 clusters
  Score: Raw -37630177.455769 + Penalty 6079.082281 = -37624098.373488
  nChanged 3
		SP:Iteration 59Q (13770.970000 sec): 3 clusters
  Score: Raw -37630179.002516 + Penalty 6079.082281 = -37624099.920234
  nChanged 1
		SP:Iteration 60F (13772.490000 sec): 3 clusters
  Score: Raw -37630179.595690 + Penalty 6079.082281 = -37624100.513409
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13772.760000 sec): 2 clusters
  Score: Raw -3605977.092601 + Penalty 2468.176683 = -3603508.915918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13773.120000 sec): 3 clusters
  Score: Raw -3593755.279669 + Penalty 4936.353366 = -3588818.926303
  nChanged 9305
		SP:Iteration 1F (13773.440000 sec): 3 clusters
  Score: Raw -3598902.401004 + Penalty 4936.353366 = -3593966.047638
  nChanged 1293
		SP:Iteration 2F (13773.760000 sec): 3 clusters
  Score: Raw -3599462.101101 + Penalty 4936.353366 = -3594525.747735
  nChanged 1141
		SP:Iteration 3F (13774.110000 sec): 3 clusters
  Score: Raw -3600045.022301 + Penalty 4936.353366 = -3595108.668935
  nChanged 1138
		SP:Iteration 4F (13774.420000 sec): 3 clusters
  Score: Raw -3600736.986750 + Penalty 4936.353366 = -3595800.633384
  nChanged 1174
		SP:Iteration 5F (13774.720000 sec): 3 clusters
  Score: Raw -3601603.575222 + Penalty 4936.353366 = -3596667.221856
  nChanged 1335
		SP:Iteration 6F (13775.070000 sec): 3 clusters
  Score: Raw -3602881.387152 + Penalty 4936.353366 = -3597945.033786
  nChanged 1513
		SP:Iteration 7F (13775.360000 sec): 3 clusters
  Score: Raw -3604410.825669 + Penalty 4936.353366 = -3599474.472303
  nChanged 1494
		SP:Iteration 8F (13775.680000 sec): 3 clusters
  Score: Raw -3605784.562102 + Penalty 4936.353366 = -3600848.208736
  nChanged 1233
		SP:Iteration 9F (13775.980000 sec): 3 clusters
  Score: Raw -3606704.705922 + Penalty 4936.353366 = -3601768.352556
  nChanged 930
		SP:Iteration 10Q (13776.320000 sec): 3 clusters
  Score: Raw -3607280.407415 + Penalty 4936.353366 = -3602344.054049
  nChanged 684
		SP:Iteration 11Q (13776.590000 sec): 3 clusters
  Score: Raw -3607622.571130 + Penalty 4936.353366 = -3602686.217764
  nChanged 479
		SP:Iteration 12Q (13776.890000 sec): 3 clusters
  Score: Raw -3607795.675543 + Penalty 4936.353366 = -3602859.322177
  nChanged 333
		SP:Iteration 13Q (13777.230000 sec): 3 clusters
  Score: Raw -3607895.752235 + Penalty 4936.353366 = -3602959.398869
  nChanged 258
		SP:Iteration 14Q (13777.610000 sec): 3 clusters
  Score: Raw -3607962.856936 + Penalty 4936.353366 = -3603026.503570
  nChanged 212
		SP:Iteration 15Q (13778.010000 sec): 3 clusters
  Score: Raw -3608015.061978 + Penalty 4936.353366 = -3603078.708612
  nChanged 173
		SP:Iteration 16Q (13778.310000 sec): 3 clusters
  Score: Raw -3608051.952340 + Penalty 4936.353366 = -3603115.598974
  nChanged 145
		SP:Iteration 17Q (13778.640000 sec): 3 clusters
  Score: Raw -3608081.688453 + Penalty 4936.353366 = -3603145.335087
  nChanged 137
		SP:Iteration 18Q (13778.990000 sec): 3 clusters
  Score: Raw -3608106.830897 + Penalty 4936.353366 = -3603170.477532
  nChanged 101
		SP:Iteration 19Q (13779.290000 sec): 3 clusters
  Score: Raw -3608124.255018 + Penalty 4936.353366 = -3603187.901652
  nChanged 95
		SP:Iteration 20F (13779.700000 sec): 3 clusters
  Score: Raw -3608138.776076 + Penalty 4936.353366 = -3603202.422710
  nChanged 94
		SP:Iteration 21Q (13779.980000 sec): 3 clusters
  Score: Raw -3608154.282993 + Penalty 4936.353366 = -3603217.929627
  nChanged 93
		SP:Iteration 22Q (13780.310000 sec): 3 clusters
  Score: Raw -3608168.789532 + Penalty 4936.353366 = -3603232.436166
  nChanged 81
		SP:Iteration 23Q (13780.670000 sec): 3 clusters
  Score: Raw -3608180.238723 + Penalty 4936.353366 = -3603243.885357
  nChanged 67
		SP:Iteration 24Q (13781.000000 sec): 3 clusters
  Score: Raw -3608188.969681 + Penalty 4936.353366 = -3603252.616315
  nChanged 66
		SP:Iteration 25Q (13781.310000 sec): 3 clusters
  Score: Raw -3608199.157582 + Penalty 4936.353366 = -3603262.804216
  nChanged 59
		SP:Iteration 26Q (13781.590000 sec): 3 clusters
  Score: Raw -3608206.344795 + Penalty 4936.353366 = -3603269.991429
  nChanged 43
		SP:Iteration 27Q (13781.870000 sec): 3 clusters
  Score: Raw -3608210.678214 + Penalty 4936.353366 = -3603274.324848
  nChanged 30
		SP:Iteration 28Q (13782.140000 sec): 3 clusters
  Score: Raw -3608214.050520 + Penalty 4936.353366 = -3603277.697154
  nChanged 31
		SP:Iteration 29Q (13782.490000 sec): 3 clusters
  Score: Raw -3608217.165410 + Penalty 4936.353366 = -3603280.812044
  nChanged 27
		SP:Iteration 30Q (13782.870000 sec): 3 clusters
  Score: Raw -3608219.794036 + Penalty 4936.353366 = -3603283.440670
  nChanged 30
		SP:Iteration 31Q (13783.170000 sec): 3 clusters
  Score: Raw -3608223.609250 + Penalty 4936.353366 = -3603287.255884
  nChanged 32
		SP:Iteration 32Q (13783.490000 sec): 3 clusters
  Score: Raw -3608227.290957 + Penalty 4936.353366 = -3603290.937591
  nChanged 33
		SP:Iteration 33Q (13783.800000 sec): 3 clusters
  Score: Raw -3608230.498160 + Penalty 4936.353366 = -3603294.144794
  nChanged 23
		SP:Iteration 34Q (13784.190000 sec): 3 clusters
  Score: Raw -3608232.707404 + Penalty 4936.353366 = -3603296.354038
  nChanged 19
		SP:Iteration 35Q (13784.500000 sec): 3 clusters
  Score: Raw -3608234.568015 + Penalty 4936.353366 = -3603298.214649
  nChanged 25
		SP:Iteration 36Q (13784.790000 sec): 3 clusters
  Score: Raw -3608237.121455 + Penalty 4936.353366 = -3603300.768089
  nChanged 19
		SP:Iteration 37Q (13785.110000 sec): 3 clusters
  Score: Raw -3608238.440701 + Penalty 4936.353366 = -3603302.087335
  nChanged 5
		SP:Iteration 38Q (13785.420000 sec): 3 clusters
  Score: Raw -3608238.826650 + Penalty 4936.353366 = -3603302.473284
  nChanged 3
		SP:Iteration 39Q (13785.770000 sec): 3 clusters
  Score: Raw -3608238.960124 + Penalty 4936.353366 = -3603302.606758
  nChanged 2
		SP:Iteration 40F (13786.070000 sec): 3 clusters
  Score: Raw -3608239.163151 + Penalty 4936.353366 = -3603302.809785
  nChanged 3
		SP:Iteration 41Q (13786.420000 sec): 3 clusters
  Score: Raw -3608239.376718 + Penalty 4936.353366 = -3603303.023352
  nChanged 1
		SP:Iteration 42Q (13786.730000 sec): 3 clusters
  Score: Raw -3608239.424721 + Penalty 4936.353366 = -3603303.071355
  nChanged 2
		SP:Iteration 43Q (13787.060000 sec): 3 clusters
  Score: Raw -3608239.583357 + Penalty 4936.353366 = -3603303.229991
  nChanged 5
		SP:Iteration 44Q (13787.350000 sec): 3 clusters
  Score: Raw -3608240.048301 + Penalty 4936.353366 = -3603303.694935
  nChanged 6
		SP:Iteration 45Q (13787.650000 sec): 3 clusters
  Score: Raw -3608240.647270 + Penalty 4936.353366 = -3603304.293904
  nChanged 11
		SP:Iteration 46Q (13788.030000 sec): 3 clusters
  Score: Raw -3608241.637751 + Penalty 4936.353366 = -3603305.284385
  nChanged 10
		SP:Iteration 47Q (13788.370000 sec): 3 clusters
  Score: Raw -3608242.344861 + Penalty 4936.353366 = -3603305.991495
  nChanged 10
		SP:Iteration 48Q (13788.710000 sec): 3 clusters
  Score: Raw -3608242.950776 + Penalty 4936.353366 = -3603306.597410
  nChanged 1
		SP:Iteration 49Q (13789.030000 sec): 3 clusters
  Score: Raw -3608243.054224 + Penalty 4936.353366 = -3603306.700858
  nChanged 2
		SP:Iteration 50Q (13789.360000 sec): 3 clusters
  Score: Raw -3608243.142303 + Penalty 4936.353366 = -3603306.788937
  nChanged 1
		SP:Iteration 51Q (13789.710000 sec): 3 clusters
  Score: Raw -3608243.216070 + Penalty 4936.353366 = -3603306.862704
  nChanged 1
		SP:Iteration 52Q (13790.060000 sec): 3 clusters
  Score: Raw -3608243.435304 + Penalty 4936.353366 = -3603307.081938
  nChanged 3
		SP:Iteration 53Q (13790.420000 sec): 3 clusters
  Score: Raw -3608243.626248 + Penalty 4936.353366 = -3603307.272882
  nChanged 1
		SP:Iteration 54Q (13790.700000 sec): 3 clusters
  Score: Raw -3608243.712904 + Penalty 4936.353366 = -3603307.359538
  nChanged 0
		SP:Iteration 55F (13791.000000 sec): 3 clusters
  Score: Raw -3608243.712904 + Penalty 4936.353366 = -3603307.359538
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13791.640000 sec): 2 clusters
  Score: Raw -17112311.871726 + Penalty 2845.270172 = -17109466.601554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13792.510000 sec): 3 clusters
  Score: Raw -17050854.408590 + Penalty 5690.540345 = -17045163.868245
  nChanged 45324
		SP:Iteration 1F (13793.360000 sec): 3 clusters
  Score: Raw -17076646.084003 + Penalty 5690.540345 = -17070955.543658
  nChanged 3065
		SP:Iteration 2Q (13794.280000 sec): 3 clusters
  Score: Raw -17077311.108973 + Penalty 5690.540345 = -17071620.568629
  nChanged 2971
		SP:Iteration 3Q (13795.140000 sec): 3 clusters
  Score: Raw -17078001.663074 + Penalty 5690.540345 = -17072311.122729
  nChanged 3207
		SP:Iteration 4Q (13796.040000 sec): 3 clusters
  Score: Raw -17078882.982558 + Penalty 5690.540345 = -17073192.442213
  nChanged 3661
		SP:Iteration 5Q (13796.930000 sec): 3 clusters
  Score: Raw -17080117.689744 + Penalty 5690.540345 = -17074427.149399
  nChanged 4523
		SP:Iteration 6Q (13797.790000 sec): 3 clusters
  Score: Raw -17082101.554884 + Penalty 5690.540345 = -17076411.014539
  nChanged 5729
		SP:Iteration 7F (13798.680000 sec): 3 clusters
  Score: Raw -17085298.847018 + Penalty 5690.540345 = -17079608.306673
  nChanged 6879
		SP:Iteration 8F (13799.500000 sec): 3 clusters
  Score: Raw -17090107.536543 + Penalty 5690.540345 = -17084416.996198
  nChanged 7603
		SP:Iteration 9F (13800.320000 sec): 3 clusters
  Score: Raw -17096440.752236 + Penalty 5690.540345 = -17090750.211891
  nChanged 7038
		SP:Iteration 10F (13801.160000 sec): 3 clusters
  Score: Raw -17103069.047868 + Penalty 5690.540345 = -17097378.507523
  nChanged 5171
		SP:Iteration 11F (13802.030000 sec): 3 clusters
  Score: Raw -17108149.947300 + Penalty 5690.540345 = -17102459.406955
  nChanged 2772
		SP:Iteration 12Q (13802.870000 sec): 3 clusters
  Score: Raw -17110836.156683 + Penalty 5690.540345 = -17105145.616338
  nChanged 1118
		SP:Iteration 13Q (13803.580000 sec): 3 clusters
  Score: Raw -17111929.090968 + Penalty 5690.540345 = -17106238.550624
  nChanged 382
		SP:Iteration 14Q (13804.290000 sec): 3 clusters
  Score: Raw -17112314.778967 + Penalty 5690.540345 = -17106624.238623
  nChanged 124
		SP:Iteration 15Q (13805.020000 sec): 3 clusters
  Score: Raw -17112473.074058 + Penalty 5690.540345 = -17106782.533713
  nChanged 56
		SP:Iteration 16Q (13805.730000 sec): 3 clusters
  Score: Raw -17112562.709478 + Penalty 5690.540345 = -17106872.169133
  nChanged 35
		SP:Iteration 17Q (13806.520000 sec): 3 clusters
  Score: Raw -17112609.399930 + Penalty 5690.540345 = -17106918.859585
  nChanged 21
		SP:Iteration 18Q (13807.330000 sec): 3 clusters
  Score: Raw -17112639.573946 + Penalty 5690.540345 = -17106949.033601
  nChanged 15
		SP:Iteration 19Q (13808.100000 sec): 3 clusters
  Score: Raw -17112660.981150 + Penalty 5690.540345 = -17106970.440806
  nChanged 15
		SP:Iteration 20F (13808.890000 sec): 3 clusters
  Score: Raw -17112682.744981 + Penalty 5690.540345 = -17106992.204636
  nChanged 10
		SP:Iteration 21Q (13809.620000 sec): 3 clusters
  Score: Raw -17112698.297690 + Penalty 5690.540345 = -17107007.757346
  nChanged 7
		SP:Iteration 22Q (13810.420000 sec): 3 clusters
  Score: Raw -17112709.256552 + Penalty 5690.540345 = -17107018.716208
  nChanged 1
		SP:Iteration 23Q (13811.120000 sec): 3 clusters
  Score: Raw -17112710.236416 + Penalty 5690.540345 = -17107019.696071
  nChanged 0
		SP:Iteration 24F (13811.870000 sec): 3 clusters
  Score: Raw -17112710.236416 + Penalty 5690.540345 = -17107019.696071
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13811.970000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13812.180000 sec): 3 clusters
  Score: Raw -82583.701074 + Penalty 3110.410262 = -79473.290812
  nChanged 99
		SP:Iteration 1F (13812.290000 sec): 3 clusters
  Score: Raw -82771.258934 + Penalty 3110.410262 = -79660.848672
  nChanged 27
		SP:Iteration 2F (13812.460000 sec): 3 clusters
  Score: Raw -82836.038269 + Penalty 3110.410262 = -79725.628007
  nChanged 13
		SP:Iteration 3Q (13812.650000 sec): 3 clusters
  Score: Raw -82875.300813 + Penalty 3110.410262 = -79764.890551
  nChanged 15
		SP:Iteration 4Q (13812.780000 sec): 3 clusters
  Score: Raw -82923.988131 + Penalty 3110.410262 = -79813.577869
  nChanged 7
		SP:Iteration 5Q (13812.980000 sec): 3 clusters
  Score: Raw -82943.156400 + Penalty 3110.410262 = -79832.746137
  nChanged 7
		SP:Iteration 6Q (13813.180000 sec): 3 clusters
  Score: Raw -82962.093831 + Penalty 3110.410262 = -79851.683569
  nChanged 4
		SP:Iteration 7Q (13813.290000 sec): 3 clusters
  Score: Raw -82970.884688 + Penalty 3110.410262 = -79860.474426
  nChanged 0
		SP:Iteration 8F (13813.430000 sec): 3 clusters
  Score: Raw -82970.884688 + Penalty 3110.410262 = -79860.474426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13813.470000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13813.610000 sec): 3 clusters
  Score: Raw -34365.725276 + Penalty 2645.028521 = -31720.696754
  nChanged 18
		SP:Iteration 1F (13813.740000 sec): 3 clusters
  Score: Raw -34432.919543 + Penalty 2645.028521 = -31787.891021
  nChanged 4
		SP:Iteration 2Q (13813.870000 sec): 3 clusters
  Score: Raw -34447.097711 + Penalty 2645.028521 = -31802.069190
  nChanged 0
		SP:Iteration 3F (13814.070000 sec): 3 clusters
  Score: Raw -34447.097711 + Penalty 2645.028521 = -31802.069190
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13814.120000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13814.250000 sec): 3 clusters
  Score: Raw -18249.504510 + Penalty 2331.438261 = -15918.066248
  nChanged 2
		SP:Iteration 1Q (13814.380000 sec): 3 clusters
  Score: Raw -18261.640113 + Penalty 2331.438261 = -15930.201851
  nChanged 0
		SP:Iteration 2F (13814.490000 sec): 3 clusters
  Score: Raw -18261.640113 + Penalty 2331.438261 = -15930.201851
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13814.600000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13814.740000 sec): 3 clusters
  Score: Raw -79097.204965 + Penalty 3061.163496 = -76036.041468
  nChanged 83
		SP:Iteration 1F (13814.900000 sec): 3 clusters
  Score: Raw -79263.822170 + Penalty 3061.163496 = -76202.658674
  nChanged 16
		SP:Iteration 2Q (13815.070000 sec): 3 clusters
  Score: Raw -79295.148493 + Penalty 3061.163496 = -76233.984997
  nChanged 4
		SP:Iteration 3Q (13815.190000 sec): 3 clusters
  Score: Raw -79303.604814 + Penalty 3061.163496 = -76242.441318
  nChanged 2
		SP:Iteration 4Q (13815.330000 sec): 3 clusters
  Score: Raw -79307.482097 + Penalty 3061.163496 = -76246.318601
  nChanged 3
		SP:Iteration 5Q (13815.420000 sec): 3 clusters
  Score: Raw -79311.523507 + Penalty 3061.163496 = -76250.360011
  nChanged 1
		SP:Iteration 6Q (13815.600000 sec): 3 clusters
  Score: Raw -79313.251883 + Penalty 3061.163496 = -76252.088387
  nChanged 0
		SP:Iteration 7F (13815.730000 sec): 3 clusters
  Score: Raw -79313.251883 + Penalty 3061.163496 = -76252.088387
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13815.780000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13815.880000 sec): 3 clusters
  Score: Raw -128752.713598 + Penalty 3282.894536 = -125469.819062
  nChanged 159
		SP:Iteration 1F (13816.050000 sec): 3 clusters
  Score: Raw -128952.928555 + Penalty 3282.894536 = -125670.034019
  nChanged 46
		SP:Iteration 2F (13816.180000 sec): 3 clusters
  Score: Raw -129043.292753 + Penalty 3282.894536 = -125760.398217
  nChanged 24
		SP:Iteration 3Q (13816.310000 sec): 3 clusters
  Score: Raw -129090.523218 + Penalty 3282.894536 = -125807.628683
  nChanged 18
		SP:Iteration 4Q (13816.510000 sec): 3 clusters
  Score: Raw -129135.591816 + Penalty 3282.894536 = -125852.697280
  nChanged 12
		SP:Iteration 5Q (13816.650000 sec): 3 clusters
  Score: Raw -129162.783801 + Penalty 3282.894536 = -125879.889266
  nChanged 8
		SP:Iteration 6Q (13816.810000 sec): 3 clusters
  Score: Raw -129176.224564 + Penalty 3282.894536 = -125893.330028
  nChanged 3
		SP:Iteration 7Q (13816.970000 sec): 3 clusters
  Score: Raw -129180.148990 + Penalty 3282.894536 = -125897.254454
  nChanged 3
		SP:Iteration 8Q (13817.100000 sec): 3 clusters
  Score: Raw -129183.964289 + Penalty 3282.894536 = -125901.069754
  nChanged 3
		SP:Iteration 9Q (13817.260000 sec): 3 clusters
  Score: Raw -129188.024951 + Penalty 3282.894536 = -125905.130415
  nChanged 5
		SP:Iteration 10Q (13817.380000 sec): 3 clusters
  Score: Raw -129198.021035 + Penalty 3282.894536 = -125915.126499
  nChanged 1
		SP:Iteration 11Q (13817.550000 sec): 3 clusters
  Score: Raw -129199.520938 + Penalty 3282.894536 = -125916.626402
  nChanged 2
		SP:Iteration 12Q (13817.710000 sec): 3 clusters
  Score: Raw -129200.815318 + Penalty 3282.894536 = -125917.920783
  nChanged 1
		SP:Iteration 13Q (13817.820000 sec): 3 clusters
  Score: Raw -129202.637025 + Penalty 3282.894536 = -125919.742489
  nChanged 0
		SP:Iteration 14F (13818.010000 sec): 3 clusters
  Score: Raw -129202.637025 + Penalty 3282.894536 = -125919.742489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13818.060000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13818.220000 sec): 3 clusters
  Score: Raw -20194.873044 + Penalty 2622.980447 = -17571.892597
  nChanged 26
		SP:Iteration 1F (13818.350000 sec): 3 clusters
  Score: Raw -20305.878778 + Penalty 2622.980447 = -17682.898331
  nChanged 6
		SP:Iteration 2Q (13818.510000 sec): 3 clusters
  Score: Raw -20348.561379 + Penalty 2622.980447 = -17725.580931
  nChanged 6
		SP:Iteration 3Q (13818.630000 sec): 3 clusters
  Score: Raw -20371.379054 + Penalty 2622.980447 = -17748.398606
  nChanged 1
		SP:Iteration 4Q (13818.800000 sec): 3 clusters
  Score: Raw -20383.764017 + Penalty 2622.980447 = -17760.783570
  nChanged 1
		SP:Iteration 5Q (13818.900000 sec): 3 clusters
  Score: Raw -20405.219383 + Penalty 2622.980447 = -17782.238935
  nChanged 1
		SP:Iteration 6Q (13819.080000 sec): 3 clusters
  Score: Raw -20409.555252 + Penalty 2622.980447 = -17786.574804
  nChanged 1
		SP:Iteration 7Q (13819.210000 sec): 3 clusters
  Score: Raw -20410.681199 + Penalty 2622.980447 = -17787.700752
  nChanged 0
		SP:Iteration 8F (13819.360000 sec): 3 clusters
  Score: Raw -20410.681199 + Penalty 2622.980447 = -17787.700752
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13819.430000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13819.580000 sec): 3 clusters
  Score: Raw -134600.500165 + Penalty 3290.125943 = -131310.374222
  nChanged 172
		SP:Iteration 1F (13819.680000 sec): 3 clusters
  Score: Raw -134828.977668 + Penalty 3290.125943 = -131538.851725
  nChanged 43
		SP:Iteration 2F (13819.830000 sec): 3 clusters
  Score: Raw -134895.358289 + Penalty 3290.125943 = -131605.232346
  nChanged 13
		SP:Iteration 3Q (13819.980000 sec): 3 clusters
  Score: Raw -134919.887055 + Penalty 3290.125943 = -131629.761112
  nChanged 10
		SP:Iteration 4Q (13820.130000 sec): 3 clusters
  Score: Raw -134934.565300 + Penalty 3290.125943 = -131644.439357
  nChanged 3
		SP:Iteration 5Q (13820.250000 sec): 3 clusters
  Score: Raw -134936.733165 + Penalty 3290.125943 = -131646.607223
  nChanged 1
		SP:Iteration 6Q (13820.390000 sec): 3 clusters
  Score: Raw -134939.117178 + Penalty 3290.125943 = -131648.991236
  nChanged 1
		SP:Iteration 7Q (13820.510000 sec): 3 clusters
  Score: Raw -134939.913614 + Penalty 3290.125943 = -131649.787671
  nChanged 0
		SP:Iteration 8F (13820.620000 sec): 3 clusters
  Score: Raw -134939.913614 + Penalty 3290.125943 = -131649.787671
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13820.720000 sec): 2 clusters
  Score: Raw -270976.872610 + Penalty 1823.564316 = -269153.308294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13820.910000 sec): 3 clusters
  Score: Raw -270461.217697 + Penalty 3647.128633 = -266814.089064
  nChanged 474
		SP:Iteration 1F (13821.080000 sec): 3 clusters
  Score: Raw -270836.891704 + Penalty 3647.128633 = -267189.763071
  nChanged 108
		SP:Iteration 2F (13821.260000 sec): 3 clusters
  Score: Raw -270949.120766 + Penalty 3647.128633 = -267301.992133
  nChanged 70
		SP:Iteration 3Q (13821.450000 sec): 3 clusters
  Score: Raw -271035.108098 + Penalty 3647.128633 = -267387.979465
  nChanged 53
		SP:Iteration 4Q (13821.610000 sec): 3 clusters
  Score: Raw -271083.400913 + Penalty 3647.128633 = -267436.272281
  nChanged 37
		SP:Iteration 5Q (13821.800000 sec): 3 clusters
  Score: Raw -271133.004325 + Penalty 3647.128633 = -267485.875692
  nChanged 31
		SP:Iteration 6Q (13821.940000 sec): 3 clusters
  Score: Raw -271163.944831 + Penalty 3647.128633 = -267516.816198
  nChanged 25
		SP:Iteration 7Q (13822.050000 sec): 3 clusters
  Score: Raw -271189.495116 + Penalty 3647.128633 = -267542.366483
  nChanged 23
		SP:Iteration 8Q (13822.220000 sec): 3 clusters
  Score: Raw -271219.014339 + Penalty 3647.128633 = -267571.885706
  nChanged 28
		SP:Iteration 9Q (13822.350000 sec): 3 clusters
  Score: Raw -271254.382941 + Penalty 3647.128633 = -267607.254308
  nChanged 28
		SP:Iteration 10Q (13822.520000 sec): 3 clusters
  Score: Raw -271290.276752 + Penalty 3647.128633 = -267643.148119
  nChanged 27
		SP:Iteration 11Q (13822.640000 sec): 3 clusters
  Score: Raw -271315.413688 + Penalty 3647.128633 = -267668.285055
  nChanged 27
		SP:Iteration 12Q (13822.790000 sec): 3 clusters
  Score: Raw -271342.121452 + Penalty 3647.128633 = -267694.992819
  nChanged 29
		SP:Iteration 13Q (13822.870000 sec): 3 clusters
  Score: Raw -271369.055066 + Penalty 3647.128633 = -267721.926433
  nChanged 18
		SP:Iteration 14Q (13822.990000 sec): 3 clusters
  Score: Raw -271387.632047 + Penalty 3647.128633 = -267740.503414
  nChanged 20
		SP:Iteration 15Q (13823.130000 sec): 3 clusters
  Score: Raw -271409.353275 + Penalty 3647.128633 = -267762.224642
  nChanged 18
		SP:Iteration 16Q (13823.280000 sec): 3 clusters
  Score: Raw -271430.449965 + Penalty 3647.128633 = -267783.321333
  nChanged 8
		SP:Iteration 17Q (13823.410000 sec): 3 clusters
  Score: Raw -271438.276626 + Penalty 3647.128633 = -267791.147993
  nChanged 11
		SP:Iteration 18Q (13823.570000 sec): 3 clusters
  Score: Raw -271446.371156 + Penalty 3647.128633 = -267799.242523
  nChanged 11
		SP:Iteration 19Q (13823.760000 sec): 3 clusters
  Score: Raw -271462.229142 + Penalty 3647.128633 = -267815.100509
  nChanged 14
		SP:Iteration 20F (13823.970000 sec): 3 clusters
  Score: Raw -271477.740727 + Penalty 3647.128633 = -267830.612095
  nChanged 12
		SP:Iteration 21Q (13824.130000 sec): 3 clusters
  Score: Raw -271493.420582 + Penalty 3647.128633 = -267846.291949
  nChanged 9
		SP:Iteration 22Q (13824.280000 sec): 3 clusters
  Score: Raw -271503.812615 + Penalty 3647.128633 = -267856.683983
  nChanged 6
		SP:Iteration 23Q (13824.440000 sec): 3 clusters
  Score: Raw -271512.102674 + Penalty 3647.128633 = -267864.974042
  nChanged 5
		SP:Iteration 24Q (13824.600000 sec): 3 clusters
  Score: Raw -271518.154127 + Penalty 3647.128633 = -267871.025494
  nChanged 7
		SP:Iteration 25Q (13824.750000 sec): 3 clusters
  Score: Raw -271523.181803 + Penalty 3647.128633 = -267876.053170
  nChanged 9
		SP:Iteration 26Q (13824.890000 sec): 3 clusters
  Score: Raw -271531.655179 + Penalty 3647.128633 = -267884.526546
  nChanged 11
		SP:Iteration 27Q (13825.040000 sec): 3 clusters
  Score: Raw -271544.633612 + Penalty 3647.128633 = -267897.504980
  nChanged 13
		SP:Iteration 28Q (13825.200000 sec): 3 clusters
  Score: Raw -271559.956523 + Penalty 3647.128633 = -267912.827891
  nChanged 9
		SP:Iteration 29Q (13825.240000 sec): 3 clusters
  Score: Raw -271571.014318 + Penalty 3647.128633 = -267923.885686
  nChanged 7
		SP:Iteration 30Q (13825.300000 sec): 3 clusters
  Score: Raw -271585.460721 + Penalty 3647.128633 = -267938.332089
  nChanged 9
		SP:Iteration 31Q (13825.370000 sec): 3 clusters
  Score: Raw -271594.765337 + Penalty 3647.128633 = -267947.636704
  nChanged 11
		SP:Iteration 32Q (13825.450000 sec): 3 clusters
  Score: Raw -271603.527677 + Penalty 3647.128633 = -267956.399045
  nChanged 11
		SP:Iteration 33Q (13825.520000 sec): 3 clusters
  Score: Raw -271611.713801 + Penalty 3647.128633 = -267964.585168
  nChanged 9
		SP:Iteration 34Q (13825.570000 sec): 3 clusters
  Score: Raw -271622.859128 + Penalty 3647.128633 = -267975.730496
  nChanged 8
		SP:Iteration 35Q (13825.620000 sec): 3 clusters
  Score: Raw -271631.126687 + Penalty 3647.128633 = -267983.998055
  nChanged 7
		SP:Iteration 36Q (13825.790000 sec): 3 clusters
  Score: Raw -271639.054249 + Penalty 3647.128633 = -267991.925616
  nChanged 10
		SP:Iteration 37Q (13825.950000 sec): 3 clusters
  Score: Raw -271652.096332 + Penalty 3647.128633 = -268004.967700
  nChanged 8
		SP:Iteration 38Q (13826.080000 sec): 3 clusters
  Score: Raw -271660.422936 + Penalty 3647.128633 = -268013.294304
  nChanged 10
		SP:Iteration 39Q (13826.260000 sec): 3 clusters
  Score: Raw -271671.722225 + Penalty 3647.128633 = -268024.593592
  nChanged 9
		SP:Iteration 40F (13826.410000 sec): 3 clusters
  Score: Raw -271683.889212 + Penalty 3647.128633 = -268036.760580
  nChanged 7
		SP:Iteration 41Q (13826.550000 sec): 3 clusters
  Score: Raw -271692.122775 + Penalty 3647.128633 = -268044.994142
  nChanged 5
		SP:Iteration 42Q (13826.720000 sec): 3 clusters
  Score: Raw -271699.602566 + Penalty 3647.128633 = -268052.473933
  nChanged 5
		SP:Iteration 43Q (13826.860000 sec): 3 clusters
  Score: Raw -271703.908917 + Penalty 3647.128633 = -268056.780284
  nChanged 5
		SP:Iteration 44Q (13827.010000 sec): 3 clusters
  Score: Raw -271707.878365 + Penalty 3647.128633 = -268060.749732
  nChanged 3
		SP:Iteration 45Q (13827.180000 sec): 3 clusters
  Score: Raw -271709.897939 + Penalty 3647.128633 = -268062.769307
  nChanged 2
		SP:Iteration 46Q (13827.330000 sec): 3 clusters
  Score: Raw -271711.101892 + Penalty 3647.128633 = -268063.973259
  nChanged 1
		SP:Iteration 47Q (13827.470000 sec): 3 clusters
  Score: Raw -271711.507584 + Penalty 3647.128633 = -268064.378951
  nChanged 1
		SP:Iteration 48Q (13827.620000 sec): 3 clusters
  Score: Raw -271712.001591 + Penalty 3647.128633 = -268064.872958
  nChanged 0
		SP:Iteration 49F (13827.750000 sec): 3 clusters
  Score: Raw -271712.001591 + Penalty 3647.128633 = -268064.872958
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13827.820000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13827.970000 sec): 3 clusters
  Score: Raw -60032.640593 + Penalty 2976.701779 = -57055.938814
  nChanged 63
		SP:Iteration 1F (13828.150000 sec): 3 clusters
  Score: Raw -60183.500898 + Penalty 2976.701779 = -57206.799119
  nChanged 18
		SP:Iteration 2Q (13828.340000 sec): 3 clusters
  Score: Raw -60258.269774 + Penalty 2976.701779 = -57281.567995
  nChanged 8
		SP:Iteration 3Q (13828.450000 sec): 3 clusters
  Score: Raw -60286.900163 + Penalty 2976.701779 = -57310.198384
  nChanged 4
		SP:Iteration 4Q (13828.620000 sec): 3 clusters
  Score: Raw -60300.553063 + Penalty 2976.701779 = -57323.851284
  nChanged 5
		SP:Iteration 5Q (13828.750000 sec): 3 clusters
  Score: Raw -60321.581815 + Penalty 2976.701779 = -57344.880035
  nChanged 1
		SP:Iteration 6Q (13828.900000 sec): 3 clusters
  Score: Raw -60323.155758 + Penalty 2976.701779 = -57346.453979
  nChanged 2
		SP:Iteration 7Q (13829.040000 sec): 3 clusters
  Score: Raw -60327.014736 + Penalty 2976.701779 = -57350.312957
  nChanged 2
		SP:Iteration 8Q (13829.170000 sec): 3 clusters
  Score: Raw -60331.084154 + Penalty 2976.701779 = -57354.382375
  nChanged 1
		SP:Iteration 9Q (13829.310000 sec): 3 clusters
  Score: Raw -60342.656665 + Penalty 2976.701779 = -57365.954886
  nChanged 1
		SP:Iteration 10Q (13829.450000 sec): 3 clusters
  Score: Raw -60345.543126 + Penalty 2976.701779 = -57368.841346
  nChanged 0
		SP:Iteration 11F (13829.620000 sec): 3 clusters
  Score: Raw -60345.543126 + Penalty 2976.701779 = -57368.841346
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13829.710000 sec): 2 clusters
  Score: Raw -187022.015707 + Penalty 1744.090817 = -185277.924890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13829.850000 sec): 3 clusters
  Score: Raw -186714.565399 + Penalty 3488.181633 = -183226.383766
  nChanged 293
		SP:Iteration 1F (13830.000000 sec): 3 clusters
  Score: Raw -187099.906916 + Penalty 3488.181633 = -183611.725282
  nChanged 107
		SP:Iteration 2F (13830.130000 sec): 3 clusters
  Score: Raw -187289.380526 + Penalty 3488.181633 = -183801.198893
  nChanged 71
		SP:Iteration 3F (13830.270000 sec): 3 clusters
  Score: Raw -187437.990101 + Penalty 3488.181633 = -183949.808467
  nChanged 58
		SP:Iteration 4F (13830.400000 sec): 3 clusters
  Score: Raw -187570.742495 + Penalty 3488.181633 = -184082.560861
  nChanged 51
		SP:Iteration 5Q (13830.490000 sec): 3 clusters
  Score: Raw -187718.372348 + Penalty 3488.181633 = -184230.190714
  nChanged 51
		SP:Iteration 6Q (13830.630000 sec): 3 clusters
  Score: Raw -187833.947757 + Penalty 3488.181633 = -184345.766124
  nChanged 43
		SP:Iteration 7Q (13830.750000 sec): 3 clusters
  Score: Raw -187926.430377 + Penalty 3488.181633 = -184438.248744
  nChanged 28
		SP:Iteration 8Q (13830.900000 sec): 3 clusters
  Score: Raw -187974.785048 + Penalty 3488.181633 = -184486.603415
  nChanged 17
		SP:Iteration 9Q (13831.110000 sec): 3 clusters
  Score: Raw -187999.197277 + Penalty 3488.181633 = -184511.015643
  nChanged 15
		SP:Iteration 10Q (13831.280000 sec): 3 clusters
  Score: Raw -188023.314865 + Penalty 3488.181633 = -184535.133232
  nChanged 10
		SP:Iteration 11Q (13831.450000 sec): 3 clusters
  Score: Raw -188038.423836 + Penalty 3488.181633 = -184550.242202
  nChanged 4
		SP:Iteration 12Q (13831.550000 sec): 3 clusters
  Score: Raw -188042.444963 + Penalty 3488.181633 = -184554.263329
  nChanged 2
		SP:Iteration 13Q (13831.680000 sec): 3 clusters
  Score: Raw -188045.148497 + Penalty 3488.181633 = -184556.966863
  nChanged 2
		SP:Iteration 14Q (13831.840000 sec): 3 clusters
  Score: Raw -188046.972332 + Penalty 3488.181633 = -184558.790699
  nChanged 1
		SP:Iteration 15Q (13832.020000 sec): 3 clusters
  Score: Raw -188048.133956 + Penalty 3488.181633 = -184559.952323
  nChanged 1
		SP:Iteration 16Q (13832.170000 sec): 3 clusters
  Score: Raw -188049.345770 + Penalty 3488.181633 = -184561.164137
  nChanged 0
		SP:Iteration 17F (13832.330000 sec): 3 clusters
  Score: Raw -188049.345770 + Penalty 3488.181633 = -184561.164137
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13832.950000 sec): 2 clusters
  Score: Raw -19110164.554691 + Penalty 2854.510141 = -19107310.044549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13833.760000 sec): 3 clusters
  Score: Raw -19046179.351534 + Penalty 5709.020283 = -19040470.331251
  nChanged 47295
		SP:Iteration 1F (13834.560000 sec): 3 clusters
  Score: Raw -19073369.285794 + Penalty 5709.020283 = -19067660.265511
  nChanged 3675
		SP:Iteration 2Q (13835.510000 sec): 3 clusters
  Score: Raw -19074494.928102 + Penalty 5709.020283 = -19068785.907819
  nChanged 4152
		SP:Iteration 3Q (13836.400000 sec): 3 clusters
  Score: Raw -19075928.971206 + Penalty 5709.020283 = -19070219.950924
  nChanged 4787
		SP:Iteration 4Q (13837.280000 sec): 3 clusters
  Score: Raw -19077875.511321 + Penalty 5709.020283 = -19072166.491038
  nChanged 5584
		SP:Iteration 5F (13838.110000 sec): 3 clusters
  Score: Raw -19080527.220681 + Penalty 5709.020283 = -19074818.200398
  nChanged 6124
		SP:Iteration 6F (13839.000000 sec): 3 clusters
  Score: Raw -19083760.714574 + Penalty 5709.020283 = -19078051.694291
  nChanged 6270
		SP:Iteration 7F (13839.770000 sec): 3 clusters
  Score: Raw -19087259.364004 + Penalty 5709.020283 = -19081550.343722
  nChanged 6012
		SP:Iteration 8F (13840.670000 sec): 3 clusters
  Score: Raw -19090776.888929 + Penalty 5709.020283 = -19085067.868646
  nChanged 5579
		SP:Iteration 9F (13841.490000 sec): 3 clusters
  Score: Raw -19094361.980927 + Penalty 5709.020283 = -19088652.960644
  nChanged 5205
		SP:Iteration 10F (13842.380000 sec): 3 clusters
  Score: Raw -19098068.536549 + Penalty 5709.020283 = -19092359.516266
  nChanged 4621
		SP:Iteration 11Q (13843.340000 sec): 3 clusters
  Score: Raw -19101707.329939 + Penalty 5709.020283 = -19095998.309657
  nChanged 3723
		SP:Iteration 12Q (13844.270000 sec): 3 clusters
  Score: Raw -19104794.789863 + Penalty 5709.020283 = -19099085.769580
  nChanged 2661
		SP:Iteration 13Q (13845.260000 sec): 3 clusters
  Score: Raw -19107088.814414 + Penalty 5709.020283 = -19101379.794131
  nChanged 1830
		SP:Iteration 14Q (13846.240000 sec): 3 clusters
  Score: Raw -19108595.901353 + Penalty 5709.020283 = -19102886.881070
  nChanged 1115
		SP:Iteration 15Q (13847.150000 sec): 3 clusters
  Score: Raw -19109485.342687 + Penalty 5709.020283 = -19103776.322404
  nChanged 642
		SP:Iteration 16Q (13848.010000 sec): 3 clusters
  Score: Raw -19110026.282363 + Penalty 5709.020283 = -19104317.262081
  nChanged 376
		SP:Iteration 17Q (13848.770000 sec): 3 clusters
  Score: Raw -19110389.714920 + Penalty 5709.020283 = -19104680.694637
  nChanged 198
		SP:Iteration 18Q (13849.570000 sec): 3 clusters
  Score: Raw -19110647.772899 + Penalty 5709.020283 = -19104938.752617
  nChanged 115
		SP:Iteration 19Q (13850.340000 sec): 3 clusters
  Score: Raw -19110852.110654 + Penalty 5709.020283 = -19105143.090372
  nChanged 94
		SP:Iteration 20F (13851.180000 sec): 3 clusters
  Score: Raw -19111045.320766 + Penalty 5709.020283 = -19105336.300483
  nChanged 74
		SP:Iteration 21Q (13851.930000 sec): 3 clusters
  Score: Raw -19111163.054969 + Penalty 5709.020283 = -19105454.034687
  nChanged 55
		SP:Iteration 22Q (13852.690000 sec): 3 clusters
  Score: Raw -19111217.278374 + Penalty 5709.020283 = -19105508.258092
  nChanged 45
		SP:Iteration 23Q (13853.440000 sec): 3 clusters
  Score: Raw -19111257.291354 + Penalty 5709.020283 = -19105548.271071
  nChanged 41
		SP:Iteration 24Q (13854.140000 sec): 3 clusters
  Score: Raw -19111286.668742 + Penalty 5709.020283 = -19105577.648459
  nChanged 31
		SP:Iteration 25Q (13854.840000 sec): 3 clusters
  Score: Raw -19111305.221975 + Penalty 5709.020283 = -19105596.201692
  nChanged 26
		SP:Iteration 26Q (13855.610000 sec): 3 clusters
  Score: Raw -19111320.754468 + Penalty 5709.020283 = -19105611.734186
  nChanged 18
		SP:Iteration 27Q (13856.320000 sec): 3 clusters
  Score: Raw -19111332.840630 + Penalty 5709.020283 = -19105623.820347
  nChanged 16
		SP:Iteration 28Q (13857.050000 sec): 3 clusters
  Score: Raw -19111341.512052 + Penalty 5709.020283 = -19105632.491769
  nChanged 10
		SP:Iteration 29Q (13857.780000 sec): 3 clusters
  Score: Raw -19111347.050477 + Penalty 5709.020283 = -19105638.030195
  nChanged 6
		SP:Iteration 30Q (13858.540000 sec): 3 clusters
  Score: Raw -19111349.336532 + Penalty 5709.020283 = -19105640.316249
  nChanged 4
		SP:Iteration 31Q (13859.360000 sec): 3 clusters
  Score: Raw -19111351.293254 + Penalty 5709.020283 = -19105642.272972
  nChanged 1
		SP:Iteration 32Q (13860.070000 sec): 3 clusters
  Score: Raw -19111351.909955 + Penalty 5709.020283 = -19105642.889673
  nChanged 0
		SP:Iteration 33F (13860.950000 sec): 3 clusters
  Score: Raw -19111351.909955 + Penalty 5709.020283 = -19105642.889673
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13861.060000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13861.220000 sec): 3 clusters
  Score: Raw -50648.417472 + Penalty 2829.076107 = -47819.341365
  nChanged 30
		SP:Iteration 1F (13861.360000 sec): 3 clusters
  Score: Raw -50735.531531 + Penalty 2829.076107 = -47906.455423
  nChanged 3
		SP:Iteration 2Q (13861.480000 sec): 3 clusters
  Score: Raw -50744.765784 + Penalty 2829.076107 = -47915.689677
  nChanged 2
		SP:Iteration 3Q (13861.620000 sec): 3 clusters
  Score: Raw -50748.746059 + Penalty 2829.076107 = -47919.669951
  nChanged 1
		SP:Iteration 4Q (13861.800000 sec): 3 clusters
  Score: Raw -50754.068545 + Penalty 2829.076107 = -47924.992438
  nChanged 0
		SP:Iteration 5F (13861.940000 sec): 3 clusters
  Score: Raw -50754.068545 + Penalty 2829.076107 = -47924.992438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13862.020000 sec): 2 clusters
  Score: Raw -26479.746428 + Penalty 1278.016315 = -25201.730113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13862.180000 sec): 3 clusters
  Score: Raw -26722.040532 + Penalty 2556.032631 = -24166.007901
  nChanged 15
		SP:Iteration 1F (13862.330000 sec): 3 clusters
  Score: Raw -26805.031927 + Penalty 2556.032631 = -24248.999296
  nChanged 3
		SP:Iteration 2Q (13862.460000 sec): 3 clusters
  Score: Raw -26822.895306 + Penalty 2556.032631 = -24266.862675
  nChanged 1
		SP:Iteration 3Q (13862.600000 sec): 3 clusters
  Score: Raw -26827.280103 + Penalty 2556.032631 = -24271.247472
  nChanged 0
		SP:Iteration 4F (13862.750000 sec): 3 clusters
  Score: Raw -26827.280103 + Penalty 2556.032631 = -24271.247472
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13862.860000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13862.990000 sec): 3 clusters
  Score: Raw -83515.024894 + Penalty 3097.106783 = -80417.918111
  nChanged 85
		SP:Iteration 1F (13863.140000 sec): 3 clusters
  Score: Raw -83689.565544 + Penalty 3097.106783 = -80592.458762
  nChanged 22
		SP:Iteration 2Q (13863.320000 sec): 3 clusters
  Score: Raw -83738.746405 + Penalty 3097.106783 = -80641.639622
  nChanged 11
		SP:Iteration 3Q (13863.490000 sec): 3 clusters
  Score: Raw -83779.217878 + Penalty 3097.106783 = -80682.111095
  nChanged 12
		SP:Iteration 4Q (13863.600000 sec): 3 clusters
  Score: Raw -83823.400456 + Penalty 3097.106783 = -80726.293673
  nChanged 14
		SP:Iteration 5Q (13863.740000 sec): 3 clusters
  Score: Raw -83882.460137 + Penalty 3097.106783 = -80785.353354
  nChanged 13
		SP:Iteration 6Q (13863.880000 sec): 3 clusters
  Score: Raw -83926.696019 + Penalty 3097.106783 = -80829.589236
  nChanged 11
		SP:Iteration 7Q (13864.030000 sec): 3 clusters
  Score: Raw -83968.317987 + Penalty 3097.106783 = -80871.211204
  nChanged 11
		SP:Iteration 8Q (13864.180000 sec): 3 clusters
  Score: Raw -84015.617732 + Penalty 3097.106783 = -80918.510949
  nChanged 11
		SP:Iteration 9Q (13864.320000 sec): 3 clusters
  Score: Raw -84069.369725 + Penalty 3097.106783 = -80972.262942
  nChanged 15
		SP:Iteration 10Q (13864.490000 sec): 3 clusters
  Score: Raw -84142.457301 + Penalty 3097.106783 = -81045.350518
  nChanged 14
		SP:Iteration 11Q (13864.690000 sec): 3 clusters
  Score: Raw -84191.867366 + Penalty 3097.106783 = -81094.760583
  nChanged 18
		SP:Iteration 12Q (13864.810000 sec): 3 clusters
  Score: Raw -84269.178681 + Penalty 3097.106783 = -81172.071898
  nChanged 16
		SP:Iteration 13Q (13864.970000 sec): 3 clusters
  Score: Raw -84350.039892 + Penalty 3097.106783 = -81252.933109
  nChanged 14
		SP:Iteration 14Q (13865.150000 sec): 3 clusters
  Score: Raw -84424.624756 + Penalty 3097.106783 = -81327.517973
  nChanged 7
		SP:Iteration 15Q (13865.300000 sec): 3 clusters
  Score: Raw -84451.491934 + Penalty 3097.106783 = -81354.385151
  nChanged 9
		SP:Iteration 16Q (13865.460000 sec): 3 clusters
  Score: Raw -84471.755266 + Penalty 3097.106783 = -81374.648484
  nChanged 3
		SP:Iteration 17Q (13865.600000 sec): 3 clusters
  Score: Raw -84482.292880 + Penalty 3097.106783 = -81385.186097
  nChanged 2
		SP:Iteration 18Q (13865.750000 sec): 3 clusters
  Score: Raw -84489.196338 + Penalty 3097.106783 = -81392.089555
  nChanged 2
		SP:Iteration 19Q (13865.910000 sec): 3 clusters
  Score: Raw -84499.197632 + Penalty 3097.106783 = -81402.090849
  nChanged 4
		SP:Iteration 20F (13866.100000 sec): 3 clusters
  Score: Raw -84536.561567 + Penalty 3097.106783 = -81439.454785
  nChanged 6
		SP:Iteration 21Q (13866.210000 sec): 3 clusters
  Score: Raw -84625.852091 + Penalty 3097.106783 = -81528.745308
  nChanged 4
		SP:Iteration 22Q (13866.380000 sec): 3 clusters
  Score: Raw -84699.140691 + Penalty 3097.106783 = -81602.033908
  nChanged 4
		SP:Iteration 23Q (13866.550000 sec): 3 clusters
  Score: Raw -84711.485810 + Penalty 3097.106783 = -81614.379027
  nChanged 4
		SP:Iteration 24Q (13866.650000 sec): 3 clusters
  Score: Raw -84737.345372 + Penalty 3097.106783 = -81640.238590
  nChanged 2
		SP:Iteration 25Q (13866.810000 sec): 3 clusters
  Score: Raw -84744.218540 + Penalty 3097.106783 = -81647.111757
  nChanged 1
		SP:Iteration 26Q (13866.930000 sec): 3 clusters
  Score: Raw -84746.567017 + Penalty 3097.106783 = -81649.460234
  nChanged 1
		SP:Iteration 27Q (13867.090000 sec): 3 clusters
  Score: Raw -84749.420284 + Penalty 3097.106783 = -81652.313502
  nChanged 2
		SP:Iteration 28Q (13867.260000 sec): 3 clusters
  Score: Raw -84758.011679 + Penalty 3097.106783 = -81660.904896
  nChanged 0
		SP:Iteration 29F (13867.390000 sec): 3 clusters
  Score: Raw -84758.011679 + Penalty 3097.106783 = -81660.904896
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13867.460000 sec): 2 clusters
  Score: Raw -44326.406439 + Penalty 1460.441734 = -42865.964705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13867.630000 sec): 3 clusters
  Score: Raw -44494.727860 + Penalty 2920.883467 = -41573.844393
  nChanged 80
		SP:Iteration 1F (13867.770000 sec): 3 clusters
  Score: Raw -44680.012090 + Penalty 2920.883467 = -41759.128622
  nChanged 20
		SP:Iteration 2F (13867.920000 sec): 3 clusters
  Score: Raw -44736.403167 + Penalty 2920.883467 = -41815.519700
  nChanged 10
		SP:Iteration 3Q (13868.110000 sec): 3 clusters
  Score: Raw -44750.990010 + Penalty 2920.883467 = -41830.106542
  nChanged 9
		SP:Iteration 4Q (13868.230000 sec): 3 clusters
  Score: Raw -44769.145445 + Penalty 2920.883467 = -41848.261978
  nChanged 7
		SP:Iteration 5Q (13868.350000 sec): 3 clusters
  Score: Raw -44789.850105 + Penalty 2920.883467 = -41868.966638
  nChanged 4
		SP:Iteration 6Q (13868.530000 sec): 3 clusters
  Score: Raw -44813.338360 + Penalty 2920.883467 = -41892.454892
  nChanged 6
		SP:Iteration 7Q (13868.740000 sec): 3 clusters
  Score: Raw -44836.174037 + Penalty 2920.883467 = -41915.290570
  nChanged 1
		SP:Iteration 8Q (13868.880000 sec): 3 clusters
  Score: Raw -44839.990997 + Penalty 2920.883467 = -41919.107530
  nChanged 3
		SP:Iteration 9Q (13869.010000 sec): 3 clusters
  Score: Raw -44847.144098 + Penalty 2920.883467 = -41926.260631
  nChanged 3
		SP:Iteration 10Q (13869.160000 sec): 3 clusters
  Score: Raw -44866.472883 + Penalty 2920.883467 = -41945.589416
  nChanged 3
		SP:Iteration 11Q (13869.350000 sec): 3 clusters
  Score: Raw -44878.346056 + Penalty 2920.883467 = -41957.462588
  nChanged 2
		SP:Iteration 12Q (13869.500000 sec): 3 clusters
  Score: Raw -44890.671439 + Penalty 2920.883467 = -41969.787972
  nChanged 2
		SP:Iteration 13Q (13869.650000 sec): 3 clusters
  Score: Raw -44894.497741 + Penalty 2920.883467 = -41973.614274
  nChanged 0
		SP:Iteration 14F (13869.810000 sec): 3 clusters
  Score: Raw -44894.497741 + Penalty 2920.883467 = -41973.614274
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13869.970000 sec): 2 clusters
  Score: Raw -2763445.701026 + Penalty 2402.470656 = -2761043.230370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13870.220000 sec): 3 clusters
  Score: Raw -2754220.418323 + Penalty 4804.941313 = -2749415.477010
  nChanged 6968
		SP:Iteration 1F (13870.510000 sec): 3 clusters
  Score: Raw -2758059.458544 + Penalty 4804.941313 = -2753254.517232
  nChanged 999
		SP:Iteration 2F (13870.820000 sec): 3 clusters
  Score: Raw -2758503.826179 + Penalty 4804.941313 = -2753698.884866
  nChanged 807
		SP:Iteration 3F (13871.060000 sec): 3 clusters
  Score: Raw -2758833.614455 + Penalty 4804.941313 = -2754028.673142
  nChanged 702
		SP:Iteration 4Q (13871.360000 sec): 3 clusters
  Score: Raw -2759144.102477 + Penalty 4804.941313 = -2754339.161164
  nChanged 691
		SP:Iteration 5Q (13871.610000 sec): 3 clusters
  Score: Raw -2759490.922081 + Penalty 4804.941313 = -2754685.980769
  nChanged 767
		SP:Iteration 6Q (13871.890000 sec): 3 clusters
  Score: Raw -2759932.668198 + Penalty 4804.941313 = -2755127.726885
  nChanged 845
		SP:Iteration 7F (13872.120000 sec): 3 clusters
  Score: Raw -2760498.338490 + Penalty 4804.941313 = -2755693.397177
  nChanged 897
		SP:Iteration 8F (13872.360000 sec): 3 clusters
  Score: Raw -2761187.367574 + Penalty 4804.941313 = -2756382.426262
  nChanged 922
		SP:Iteration 9F (13872.660000 sec): 3 clusters
  Score: Raw -2762019.917554 + Penalty 4804.941313 = -2757214.976241
  nChanged 822
		SP:Iteration 10F (13872.970000 sec): 3 clusters
  Score: Raw -2762808.999803 + Penalty 4804.941313 = -2758004.058490
  nChanged 574
		SP:Iteration 11Q (13873.270000 sec): 3 clusters
  Score: Raw -2763375.101167 + Penalty 4804.941313 = -2758570.159855
  nChanged 351
		SP:Iteration 12Q (13873.500000 sec): 3 clusters
  Score: Raw -2763739.325048 + Penalty 4804.941313 = -2758934.383735
  nChanged 211
		SP:Iteration 13Q (13873.790000 sec): 3 clusters
  Score: Raw -2763964.708455 + Penalty 4804.941313 = -2759159.767142
  nChanged 135
		SP:Iteration 14Q (13874.040000 sec): 3 clusters
  Score: Raw -2764089.792887 + Penalty 4804.941313 = -2759284.851574
  nChanged 80
		SP:Iteration 15Q (13874.290000 sec): 3 clusters
  Score: Raw -2764154.696225 + Penalty 4804.941313 = -2759349.754912
  nChanged 58
		SP:Iteration 16Q (13874.530000 sec): 3 clusters
  Score: Raw -2764198.559606 + Penalty 4804.941313 = -2759393.618294
  nChanged 43
		SP:Iteration 17Q (13874.790000 sec): 3 clusters
  Score: Raw -2764235.572041 + Penalty 4804.941313 = -2759430.630728
  nChanged 40
		SP:Iteration 18Q (13875.100000 sec): 3 clusters
  Score: Raw -2764268.263958 + Penalty 4804.941313 = -2759463.322646
  nChanged 21
		SP:Iteration 19Q (13875.380000 sec): 3 clusters
  Score: Raw -2764283.072827 + Penalty 4804.941313 = -2759478.131514
  nChanged 18
		SP:Iteration 20F (13875.630000 sec): 3 clusters
  Score: Raw -2764295.551206 + Penalty 4804.941313 = -2759490.609893
  nChanged 20
		SP:Iteration 21Q (13875.860000 sec): 3 clusters
  Score: Raw -2764305.761338 + Penalty 4804.941313 = -2759500.820025
  nChanged 12
		SP:Iteration 22Q (13876.130000 sec): 3 clusters
  Score: Raw -2764311.485022 + Penalty 4804.941313 = -2759506.543709
  nChanged 5
		SP:Iteration 23Q (13876.310000 sec): 3 clusters
  Score: Raw -2764315.810379 + Penalty 4804.941313 = -2759510.869066
  nChanged 5
		SP:Iteration 24Q (13876.590000 sec): 3 clusters
  Score: Raw -2764319.212583 + Penalty 4804.941313 = -2759514.271271
  nChanged 10
		SP:Iteration 25Q (13876.830000 sec): 3 clusters
  Score: Raw -2764328.933734 + Penalty 4804.941313 = -2759523.992422
  nChanged 9
		SP:Iteration 26Q (13877.050000 sec): 3 clusters
  Score: Raw -2764336.303105 + Penalty 4804.941313 = -2759531.361792
  nChanged 8
		SP:Iteration 27Q (13877.280000 sec): 3 clusters
  Score: Raw -2764340.758800 + Penalty 4804.941313 = -2759535.817487
  nChanged 6
		SP:Iteration 28Q (13877.560000 sec): 3 clusters
  Score: Raw -2764346.965429 + Penalty 4804.941313 = -2759542.024117
  nChanged 6
		SP:Iteration 29Q (13877.830000 sec): 3 clusters
  Score: Raw -2764352.137893 + Penalty 4804.941313 = -2759547.196580
  nChanged 7
		SP:Iteration 30Q (13878.100000 sec): 3 clusters
  Score: Raw -2764356.814181 + Penalty 4804.941313 = -2759551.872868
  nChanged 6
		SP:Iteration 31Q (13878.410000 sec): 3 clusters
  Score: Raw -2764361.714705 + Penalty 4804.941313 = -2759556.773393
  nChanged 4
		SP:Iteration 32Q (13878.680000 sec): 3 clusters
  Score: Raw -2764364.740531 + Penalty 4804.941313 = -2759559.799218
  nChanged 6
		SP:Iteration 33Q (13878.970000 sec): 3 clusters
  Score: Raw -2764370.121468 + Penalty 4804.941313 = -2759565.180155
  nChanged 7
		SP:Iteration 34Q (13879.240000 sec): 3 clusters
  Score: Raw -2764375.975913 + Penalty 4804.941313 = -2759571.034600
  nChanged 5
		SP:Iteration 35Q (13879.490000 sec): 3 clusters
  Score: Raw -2764380.266085 + Penalty 4804.941313 = -2759575.324772
  nChanged 5
		SP:Iteration 36Q (13879.740000 sec): 3 clusters
  Score: Raw -2764383.115686 + Penalty 4804.941313 = -2759578.174373
  nChanged 1
		SP:Iteration 37Q (13880.020000 sec): 3 clusters
  Score: Raw -2764383.640301 + Penalty 4804.941313 = -2759578.698988
  nChanged 0
		SP:Iteration 38F (13880.240000 sec): 3 clusters
  Score: Raw -2764383.640301 + Penalty 4804.941313 = -2759578.698988
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13880.330000 sec): 2 clusters
  Score: Raw -18726.591478 + Penalty 1344.292680 = -17382.298798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13880.470000 sec): 3 clusters
  Score: Raw -19020.583288 + Penalty 2688.585360 = -16331.997928
  nChanged 33
		SP:Iteration 1F (13880.630000 sec): 3 clusters
  Score: Raw -19251.866830 + Penalty 2688.585360 = -16563.281471
  nChanged 19
		SP:Iteration 2F (13880.790000 sec): 3 clusters
  Score: Raw -19358.101834 + Penalty 2688.585360 = -16669.516474
  nChanged 7
		SP:Iteration 3Q (13880.950000 sec): 3 clusters
  Score: Raw -19390.016385 + Penalty 2688.585360 = -16701.431026
  nChanged 1
		SP:Iteration 4Q (13881.130000 sec): 3 clusters
  Score: Raw -19409.845480 + Penalty 2688.585360 = -16721.260121
  nChanged 1
		SP:Iteration 5Q (13881.240000 sec): 3 clusters
  Score: Raw -19414.011233 + Penalty 2688.585360 = -16725.425873
  nChanged 0
		SP:Iteration 6F (13881.390000 sec): 3 clusters
  Score: Raw -19414.011233 + Penalty 2688.585360 = -16725.425873
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13881.470000 sec): 2 clusters
  Score: Raw -19024.459923 + Penalty 1252.364290 = -17772.095633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13881.630000 sec): 3 clusters
  Score: Raw -19314.527609 + Penalty 2504.728580 = -16809.799030
  nChanged 10
		SP:Iteration 1F (13881.770000 sec): 3 clusters
  Score: Raw -19384.516941 + Penalty 2504.728580 = -16879.788362
  nChanged 5
		SP:Iteration 2Q (13881.930000 sec): 3 clusters
  Score: Raw -19411.751718 + Penalty 2504.728580 = -16907.023138
  nChanged 2
		SP:Iteration 3Q (13882.110000 sec): 3 clusters
  Score: Raw -19457.559102 + Penalty 2504.728580 = -16952.830522
  nChanged 0
		SP:Iteration 4F (13882.250000 sec): 3 clusters
  Score: Raw -19457.559102 + Penalty 2504.728580 = -16952.830522
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13882.330000 sec): 2 clusters
  Score: Raw -47137.011167 + Penalty 1460.441734 = -45676.569433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13882.510000 sec): 3 clusters
  Score: Raw -47561.755417 + Penalty 2920.883467 = -44640.871949
  nChanged 99
		SP:Iteration 1F (13882.680000 sec): 3 clusters
  Score: Raw -47843.949117 + Penalty 2920.883467 = -44923.065650
  nChanged 23
		SP:Iteration 2F (13882.840000 sec): 3 clusters
  Score: Raw -47898.134412 + Penalty 2920.883467 = -44977.250945
  nChanged 10
		SP:Iteration 3Q (13883.010000 sec): 3 clusters
  Score: Raw -47925.204695 + Penalty 2920.883467 = -45004.321228
  nChanged 11
		SP:Iteration 4Q (13883.160000 sec): 3 clusters
  Score: Raw -47961.363869 + Penalty 2920.883467 = -45040.480401
  nChanged 20
		SP:Iteration 5F (13883.320000 sec): 3 clusters
  Score: Raw -48027.812117 + Penalty 2920.883467 = -45106.928650
  nChanged 18
		SP:Iteration 6Q (13883.450000 sec): 3 clusters
  Score: Raw -48100.459934 + Penalty 2920.883467 = -45179.576467
  nChanged 10
		SP:Iteration 7Q (13883.600000 sec): 3 clusters
  Score: Raw -48127.192700 + Penalty 2920.883467 = -45206.309232
  nChanged 7
		SP:Iteration 8Q (13883.770000 sec): 3 clusters
  Score: Raw -48147.213900 + Penalty 2920.883467 = -45226.330433
  nChanged 3
		SP:Iteration 9Q (13883.930000 sec): 3 clusters
  Score: Raw -48172.285051 + Penalty 2920.883467 = -45251.401584
  nChanged 2
		SP:Iteration 10Q (13884.050000 sec): 3 clusters
  Score: Raw -48188.266325 + Penalty 2920.883467 = -45267.382858
  nChanged 2
		SP:Iteration 11Q (13884.210000 sec): 3 clusters
  Score: Raw -48200.568689 + Penalty 2920.883467 = -45279.685222
  nChanged 0
		SP:Iteration 12F (13884.370000 sec): 3 clusters
  Score: Raw -48200.568689 + Penalty 2920.883467 = -45279.685222
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13884.440000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13884.550000 sec): 3 clusters
  Score: Raw -72010.937074 + Penalty 2992.410766 = -69018.526308
  nChanged 56
		SP:Iteration 1F (13884.710000 sec): 3 clusters
  Score: Raw -72135.793334 + Penalty 2992.410766 = -69143.382568
  nChanged 15
		SP:Iteration 2Q (13884.890000 sec): 3 clusters
  Score: Raw -72171.799047 + Penalty 2992.410766 = -69179.388281
  nChanged 6
		SP:Iteration 3Q (13885.050000 sec): 3 clusters
  Score: Raw -72187.413031 + Penalty 2992.410766 = -69195.002265
  nChanged 3
		SP:Iteration 4Q (13885.210000 sec): 3 clusters
  Score: Raw -72204.388145 + Penalty 2992.410766 = -69211.977379
  nChanged 4
		SP:Iteration 5Q (13885.360000 sec): 3 clusters
  Score: Raw -72218.734493 + Penalty 2992.410766 = -69226.323727
  nChanged 3
		SP:Iteration 6Q (13885.500000 sec): 3 clusters
  Score: Raw -72223.905207 + Penalty 2992.410766 = -69231.494441
  nChanged 0
		SP:Iteration 7F (13885.640000 sec): 3 clusters
  Score: Raw -72223.905207 + Penalty 2992.410766 = -69231.494441
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13885.870000 sec): 2 clusters
  Score: Raw -3701840.532432 + Penalty 2469.695379 = -3699370.837052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13886.160000 sec): 3 clusters
  Score: Raw -3689646.676007 + Penalty 4939.390759 = -3684707.285248
  nChanged 9264
		SP:Iteration 1F (13886.430000 sec): 3 clusters
  Score: Raw -3694537.770139 + Penalty 4939.390759 = -3689598.379380
  nChanged 1213
		SP:Iteration 2F (13886.780000 sec): 3 clusters
  Score: Raw -3695034.181561 + Penalty 4939.390759 = -3690094.790802
  nChanged 1006
		SP:Iteration 3Q (13887.140000 sec): 3 clusters
  Score: Raw -3695443.293580 + Penalty 4939.390759 = -3690503.902821
  nChanged 898
		SP:Iteration 4Q (13887.470000 sec): 3 clusters
  Score: Raw -3695812.511445 + Penalty 4939.390759 = -3690873.120686
  nChanged 864
		SP:Iteration 5Q (13887.750000 sec): 3 clusters
  Score: Raw -3696205.462175 + Penalty 4939.390759 = -3691266.071416
  nChanged 835
		SP:Iteration 6Q (13888.030000 sec): 3 clusters
  Score: Raw -3696628.973766 + Penalty 4939.390759 = -3691689.583007
  nChanged 807
		SP:Iteration 7Q (13888.400000 sec): 3 clusters
  Score: Raw -3697057.614610 + Penalty 4939.390759 = -3692118.223851
  nChanged 842
		SP:Iteration 8Q (13888.680000 sec): 3 clusters
  Score: Raw -3697522.853638 + Penalty 4939.390759 = -3692583.462879
  nChanged 883
		SP:Iteration 9Q (13888.950000 sec): 3 clusters
  Score: Raw -3698034.455987 + Penalty 4939.390759 = -3693095.065228
  nChanged 869
		SP:Iteration 10Q (13889.310000 sec): 3 clusters
  Score: Raw -3698572.439479 + Penalty 4939.390759 = -3693633.048721
  nChanged 914
		SP:Iteration 11Q (13889.720000 sec): 3 clusters
  Score: Raw -3699158.200237 + Penalty 4939.390759 = -3694218.809478
  nChanged 861
		SP:Iteration 12Q (13890.070000 sec): 3 clusters
  Score: Raw -3699716.472286 + Penalty 4939.390759 = -3694777.081527
  nChanged 799
		SP:Iteration 13Q (13890.380000 sec): 3 clusters
  Score: Raw -3700271.326644 + Penalty 4939.390759 = -3695331.935885
  nChanged 701
		SP:Iteration 14Q (13890.680000 sec): 3 clusters
  Score: Raw -3700806.359000 + Penalty 4939.390759 = -3695866.968241
  nChanged 562
		SP:Iteration 15Q (13891.010000 sec): 3 clusters
  Score: Raw -3701222.593178 + Penalty 4939.390759 = -3696283.202419
  nChanged 402
		SP:Iteration 16Q (13891.320000 sec): 3 clusters
  Score: Raw -3701521.488058 + Penalty 4939.390759 = -3696582.097299
  nChanged 275
		SP:Iteration 17Q (13891.670000 sec): 3 clusters
  Score: Raw -3701717.975419 + Penalty 4939.390759 = -3696778.584660
  nChanged 198
		SP:Iteration 18Q (13891.990000 sec): 3 clusters
  Score: Raw -3701854.630530 + Penalty 4939.390759 = -3696915.239772
  nChanged 139
		SP:Iteration 19Q (13892.260000 sec): 3 clusters
  Score: Raw -3701946.298372 + Penalty 4939.390759 = -3697006.907613
  nChanged 100
		SP:Iteration 20F (13892.610000 sec): 3 clusters
  Score: Raw -3702011.039335 + Penalty 4939.390759 = -3697071.648577
  nChanged 79
		SP:Iteration 21Q (13892.840000 sec): 3 clusters
  Score: Raw -3702064.452584 + Penalty 4939.390759 = -3697125.061825
  nChanged 57
		SP:Iteration 22Q (13893.150000 sec): 3 clusters
  Score: Raw -3702098.187407 + Penalty 4939.390759 = -3697158.796648
  nChanged 43
		SP:Iteration 23Q (13893.430000 sec): 3 clusters
  Score: Raw -3702130.840190 + Penalty 4939.390759 = -3697191.449431
  nChanged 40
		SP:Iteration 24Q (13893.710000 sec): 3 clusters
  Score: Raw -3702159.396276 + Penalty 4939.390759 = -3697220.005517
  nChanged 28
		SP:Iteration 25Q (13893.990000 sec): 3 clusters
  Score: Raw -3702180.613414 + Penalty 4939.390759 = -3697241.222655
  nChanged 25
		SP:Iteration 26Q (13894.280000 sec): 3 clusters
  Score: Raw -3702199.817223 + Penalty 4939.390759 = -3697260.426464
  nChanged 23
		SP:Iteration 27Q (13894.610000 sec): 3 clusters
  Score: Raw -3702211.410919 + Penalty 4939.390759 = -3697272.020160
  nChanged 13
		SP:Iteration 28Q (13894.880000 sec): 3 clusters
  Score: Raw -3702217.727257 + Penalty 4939.390759 = -3697278.336498
  nChanged 15
		SP:Iteration 29Q (13895.190000 sec): 3 clusters
  Score: Raw -3702224.915031 + Penalty 4939.390759 = -3697285.524272
  nChanged 7
		SP:Iteration 30Q (13895.510000 sec): 3 clusters
  Score: Raw -3702228.117927 + Penalty 4939.390759 = -3697288.727168
  nChanged 1
		SP:Iteration 31Q (13895.740000 sec): 3 clusters
  Score: Raw -3702228.369650 + Penalty 4939.390759 = -3697288.978891
  nChanged 1
		SP:Iteration 32Q (13896.000000 sec): 3 clusters
  Score: Raw -3702228.932324 + Penalty 4939.390759 = -3697289.541565
  nChanged 0
		SP:Iteration 33F (13896.300000 sec): 3 clusters
  Score: Raw -3702228.932324 + Penalty 4939.390759 = -3697289.541565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13896.400000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13896.550000 sec): 3 clusters
  Score: Raw -38493.148632 + Penalty 2740.624658 = -35752.523975
  nChanged 27
		SP:Iteration 1F (13896.710000 sec): 3 clusters
  Score: Raw -38614.477120 + Penalty 2740.624658 = -35873.852462
  nChanged 3
		SP:Iteration 2Q (13896.850000 sec): 3 clusters
  Score: Raw -38627.587112 + Penalty 2740.624658 = -35886.962455
  nChanged 4
		SP:Iteration 3Q (13896.990000 sec): 3 clusters
  Score: Raw -38643.687413 + Penalty 2740.624658 = -35903.062756
  nChanged 3
		SP:Iteration 4Q (13897.140000 sec): 3 clusters
  Score: Raw -38656.759955 + Penalty 2740.624658 = -35916.135298
  nChanged 0
		SP:Iteration 5F (13897.310000 sec): 3 clusters
  Score: Raw -38656.759955 + Penalty 2740.624658 = -35916.135298
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13897.410000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13897.590000 sec): 3 clusters
  Score: Raw -110459.613951 + Penalty 3200.216281 = -107259.397670
  nChanged 128
		SP:Iteration 1F (13897.720000 sec): 3 clusters
  Score: Raw -110681.889934 + Penalty 3200.216281 = -107481.673653
  nChanged 25
		SP:Iteration 2Q (13897.860000 sec): 3 clusters
  Score: Raw -110730.866641 + Penalty 3200.216281 = -107530.650359
  nChanged 16
		SP:Iteration 3Q (13898.020000 sec): 3 clusters
  Score: Raw -110761.088586 + Penalty 3200.216281 = -107560.872304
  nChanged 14
		SP:Iteration 4Q (13898.150000 sec): 3 clusters
  Score: Raw -110802.744047 + Penalty 3200.216281 = -107602.527766
  nChanged 15
		SP:Iteration 5Q (13898.300000 sec): 3 clusters
  Score: Raw -110832.854987 + Penalty 3200.216281 = -107632.638705
  nChanged 16
		SP:Iteration 6Q (13898.450000 sec): 3 clusters
  Score: Raw -110880.555073 + Penalty 3200.216281 = -107680.338792
  nChanged 10
		SP:Iteration 7Q (13898.600000 sec): 3 clusters
  Score: Raw -110903.999193 + Penalty 3200.216281 = -107703.782912
  nChanged 9
		SP:Iteration 8Q (13898.770000 sec): 3 clusters
  Score: Raw -110917.023036 + Penalty 3200.216281 = -107716.806755
  nChanged 4
		SP:Iteration 9Q (13898.890000 sec): 3 clusters
  Score: Raw -110927.954324 + Penalty 3200.216281 = -107727.738043
  nChanged 6
		SP:Iteration 10Q (13898.980000 sec): 3 clusters
  Score: Raw -110940.459689 + Penalty 3200.216281 = -107740.243407
  nChanged 5
		SP:Iteration 11Q (13899.130000 sec): 3 clusters
  Score: Raw -110951.825325 + Penalty 3200.216281 = -107751.609043
  nChanged 7
		SP:Iteration 12Q (13899.300000 sec): 3 clusters
  Score: Raw -110963.238178 + Penalty 3200.216281 = -107763.021896
  nChanged 4
		SP:Iteration 13Q (13899.500000 sec): 3 clusters
  Score: Raw -110970.155778 + Penalty 3200.216281 = -107769.939497
  nChanged 4
		SP:Iteration 14Q (13899.640000 sec): 3 clusters
  Score: Raw -110979.228907 + Penalty 3200.216281 = -107779.012625
  nChanged 2
		SP:Iteration 15Q (13899.790000 sec): 3 clusters
  Score: Raw -110986.437131 + Penalty 3200.216281 = -107786.220849
  nChanged 3
		SP:Iteration 16Q (13899.940000 sec): 3 clusters
  Score: Raw -110991.790034 + Penalty 3200.216281 = -107791.573752
  nChanged 2
		SP:Iteration 17Q (13900.110000 sec): 3 clusters
  Score: Raw -110996.903715 + Penalty 3200.216281 = -107796.687434
  nChanged 0
		SP:Iteration 18F (13900.280000 sec): 3 clusters
  Score: Raw -110996.903715 + Penalty 3200.216281 = -107796.687434
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13900.370000 sec): 2 clusters
  Score: Raw -70733.769478 + Penalty 1580.159738 = -69153.609740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13900.510000 sec): 3 clusters
  Score: Raw -70889.165284 + Penalty 3160.319476 = -67728.845808
  nChanged 131
		SP:Iteration 1F (13900.670000 sec): 3 clusters
  Score: Raw -71311.355736 + Penalty 3160.319476 = -68151.036259
  nChanged 65
		SP:Iteration 2F (13900.850000 sec): 3 clusters
  Score: Raw -71563.877746 + Penalty 3160.319476 = -68403.558270
  nChanged 37
		SP:Iteration 3F (13900.980000 sec): 3 clusters
  Score: Raw -71774.272191 + Penalty 3160.319476 = -68613.952715
  nChanged 21
		SP:Iteration 4Q (13901.130000 sec): 3 clusters
  Score: Raw -71949.566422 + Penalty 3160.319476 = -68789.246946
  nChanged 15
		SP:Iteration 5Q (13901.350000 sec): 3 clusters
  Score: Raw -72085.251042 + Penalty 3160.319476 = -68924.931566
  nChanged 14
		SP:Iteration 6Q (13901.490000 sec): 3 clusters
  Score: Raw -72146.621126 + Penalty 3160.319476 = -68986.301650
  nChanged 6
		SP:Iteration 7Q (13901.670000 sec): 3 clusters
  Score: Raw -72164.087448 + Penalty 3160.319476 = -69003.767972
  nChanged 3
		SP:Iteration 8Q (13901.820000 sec): 3 clusters
  Score: Raw -72169.877135 + Penalty 3160.319476 = -69009.557659
  nChanged 3
		SP:Iteration 9Q (13901.950000 sec): 3 clusters
  Score: Raw -72179.886959 + Penalty 3160.319476 = -69019.567483
  nChanged 1
		SP:Iteration 10Q (13902.110000 sec): 3 clusters
  Score: Raw -72181.786864 + Penalty 3160.319476 = -69021.467388
  nChanged 0
		SP:Iteration 11F (13902.240000 sec): 3 clusters
  Score: Raw -72181.786864 + Penalty 3160.319476 = -69021.467388
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13902.310000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13902.480000 sec): 3 clusters
  Score: Raw -29600.684766 + Penalty 2632.900778 = -26967.783988
  nChanged 22
		SP:Iteration 1F (13902.640000 sec): 3 clusters
  Score: Raw -29722.542539 + Penalty 2632.900778 = -27089.641761
  nChanged 5
		SP:Iteration 2Q (13902.790000 sec): 3 clusters
  Score: Raw -29750.355684 + Penalty 2632.900778 = -27117.454906
  nChanged 1
		SP:Iteration 3Q (13902.940000 sec): 3 clusters
  Score: Raw -29754.687591 + Penalty 2632.900778 = -27121.786813
  nChanged 0
		SP:Iteration 4F (13903.090000 sec): 3 clusters
  Score: Raw -29754.687591 + Penalty 2632.900778 = -27121.786813
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13903.160000 sec): 2 clusters
  Score: Raw -253175.849116 + Penalty 1824.515724 = -251351.333392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13903.290000 sec): 3 clusters
  Score: Raw -252753.367813 + Penalty 3649.031448 = -249104.336365
  nChanged 522
		SP:Iteration 1F (13903.440000 sec): 3 clusters
  Score: Raw -253589.686394 + Penalty 3649.031448 = -249940.654946
  nChanged 186
		SP:Iteration 2F (13903.590000 sec): 3 clusters
  Score: Raw -254121.142951 + Penalty 3649.031448 = -250472.111503
  nChanged 127
		SP:Iteration 3F (13903.750000 sec): 3 clusters
  Score: Raw -254500.909015 + Penalty 3649.031448 = -250851.877567
  nChanged 99
		SP:Iteration 4F (13903.910000 sec): 3 clusters
  Score: Raw -254713.225011 + Penalty 3649.031448 = -251064.193563
  nChanged 47
		SP:Iteration 5Q (13904.070000 sec): 3 clusters
  Score: Raw -254792.640740 + Penalty 3649.031448 = -251143.609292
  nChanged 28
		SP:Iteration 6Q (13904.240000 sec): 3 clusters
  Score: Raw -254841.322329 + Penalty 3649.031448 = -251192.290881
  nChanged 22
		SP:Iteration 7Q (13904.390000 sec): 3 clusters
  Score: Raw -254885.388104 + Penalty 3649.031448 = -251236.356656
  nChanged 20
		SP:Iteration 8Q (13904.500000 sec): 3 clusters
  Score: Raw -254915.835245 + Penalty 3649.031448 = -251266.803796
  nChanged 10
		SP:Iteration 9Q (13904.650000 sec): 3 clusters
  Score: Raw -254925.087420 + Penalty 3649.031448 = -251276.055972
  nChanged 3
		SP:Iteration 10Q (13904.800000 sec): 3 clusters
  Score: Raw -254927.041953 + Penalty 3649.031448 = -251278.010505
  nChanged 3
		SP:Iteration 11Q (13904.940000 sec): 3 clusters
  Score: Raw -254930.062976 + Penalty 3649.031448 = -251281.031527
  nChanged 5
		SP:Iteration 12Q (13905.090000 sec): 3 clusters
  Score: Raw -254934.209287 + Penalty 3649.031448 = -251285.177839
  nChanged 2
		SP:Iteration 13Q (13905.250000 sec): 3 clusters
  Score: Raw -254935.188648 + Penalty 3649.031448 = -251286.157200
  nChanged 4
		SP:Iteration 14Q (13905.410000 sec): 3 clusters
  Score: Raw -254937.770206 + Penalty 3649.031448 = -251288.738757
  nChanged 0
		SP:Iteration 15F (13905.570000 sec): 3 clusters
  Score: Raw -254937.770206 + Penalty 3649.031448 = -251288.738757
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13905.650000 sec): 2 clusters
  Score: Raw -164066.490673 + Penalty 1706.844493 = -162359.646180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13905.810000 sec): 3 clusters
  Score: Raw -163883.116780 + Penalty 3413.688986 = -160469.427794
  nChanged 251
		SP:Iteration 1F (13905.970000 sec): 3 clusters
  Score: Raw -164173.619424 + Penalty 3413.688986 = -160759.930439
  nChanged 68
		SP:Iteration 2F (13906.130000 sec): 3 clusters
  Score: Raw -164265.767960 + Penalty 3413.688986 = -160852.078974
  nChanged 20
		SP:Iteration 3Q (13906.300000 sec): 3 clusters
  Score: Raw -164287.776070 + Penalty 3413.688986 = -160874.087084
  nChanged 18
		SP:Iteration 4Q (13906.460000 sec): 3 clusters
  Score: Raw -164309.182891 + Penalty 3413.688986 = -160895.493905
  nChanged 8
		SP:Iteration 5Q (13906.630000 sec): 3 clusters
  Score: Raw -164318.423055 + Penalty 3413.688986 = -160904.734069
  nChanged 7
		SP:Iteration 6Q (13906.760000 sec): 3 clusters
  Score: Raw -164325.257015 + Penalty 3413.688986 = -160911.568030
  nChanged 4
		SP:Iteration 7Q (13906.880000 sec): 3 clusters
  Score: Raw -164327.885664 + Penalty 3413.688986 = -160914.196678
  nChanged 3
		SP:Iteration 8Q (13907.040000 sec): 3 clusters
  Score: Raw -164331.732624 + Penalty 3413.688986 = -160918.043638
  nChanged 5
		SP:Iteration 9Q (13907.210000 sec): 3 clusters
  Score: Raw -164343.028207 + Penalty 3413.688986 = -160929.339222
  nChanged 8
		SP:Iteration 10Q (13907.370000 sec): 3 clusters
  Score: Raw -164355.159917 + Penalty 3413.688986 = -160941.470932
  nChanged 7
		SP:Iteration 11Q (13907.540000 sec): 3 clusters
  Score: Raw -164362.329172 + Penalty 3413.688986 = -160948.640186
  nChanged 4
		SP:Iteration 12Q (13907.680000 sec): 3 clusters
  Score: Raw -164368.368254 + Penalty 3413.688986 = -160954.679269
  nChanged 3
		SP:Iteration 13Q (13907.860000 sec): 3 clusters
  Score: Raw -164371.213540 + Penalty 3413.688986 = -160957.524554
  nChanged 1
		SP:Iteration 14Q (13908.020000 sec): 3 clusters
  Score: Raw -164372.314761 + Penalty 3413.688986 = -160958.625775
  nChanged 0
		SP:Iteration 15F (13908.190000 sec): 3 clusters
  Score: Raw -164372.314761 + Penalty 3413.688986 = -160958.625775
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13908.270000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13908.440000 sec): 3 clusters
  Score: Raw -76367.483606 + Penalty 3063.230166 = -73304.253440
  nChanged 83
		SP:Iteration 1F (13908.600000 sec): 3 clusters
  Score: Raw -76536.769632 + Penalty 3063.230166 = -73473.539466
  nChanged 28
		SP:Iteration 2F (13908.750000 sec): 3 clusters
  Score: Raw -76609.229406 + Penalty 3063.230166 = -73545.999240
  nChanged 11
		SP:Iteration 3Q (13908.910000 sec): 3 clusters
  Score: Raw -76641.273006 + Penalty 3063.230166 = -73578.042840
  nChanged 9
		SP:Iteration 4Q (13909.070000 sec): 3 clusters
  Score: Raw -76683.110124 + Penalty 3063.230166 = -73619.879958
  nChanged 11
		SP:Iteration 5Q (13909.230000 sec): 3 clusters
  Score: Raw -76725.833662 + Penalty 3063.230166 = -73662.603496
  nChanged 8
		SP:Iteration 6Q (13909.390000 sec): 3 clusters
  Score: Raw -76750.204418 + Penalty 3063.230166 = -73686.974252
  nChanged 8
		SP:Iteration 7Q (13909.550000 sec): 3 clusters
  Score: Raw -76799.446754 + Penalty 3063.230166 = -73736.216588
  nChanged 6
		SP:Iteration 8Q (13909.710000 sec): 3 clusters
  Score: Raw -76830.301800 + Penalty 3063.230166 = -73767.071634
  nChanged 4
		SP:Iteration 9Q (13909.880000 sec): 3 clusters
  Score: Raw -76841.659982 + Penalty 3063.230166 = -73778.429816
  nChanged 3
		SP:Iteration 10Q (13910.050000 sec): 3 clusters
  Score: Raw -76853.302906 + Penalty 3063.230166 = -73790.072740
  nChanged 3
		SP:Iteration 11Q (13910.200000 sec): 3 clusters
  Score: Raw -76860.494229 + Penalty 3063.230166 = -73797.264063
  nChanged 1
		SP:Iteration 12Q (13910.340000 sec): 3 clusters
  Score: Raw -76862.759599 + Penalty 3063.230166 = -73799.529433
  nChanged 0
		SP:Iteration 13F (13910.450000 sec): 3 clusters
  Score: Raw -76862.759599 + Penalty 3063.230166 = -73799.529433
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13910.530000 sec): 2 clusters
  Score: Raw -34856.469177 + Penalty 1349.719592 = -33506.749585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13910.680000 sec): 3 clusters
  Score: Raw -35053.259493 + Penalty 2699.439184 = -32353.820308
  nChanged 17
		SP:Iteration 1F (13910.820000 sec): 3 clusters
  Score: Raw -35130.111547 + Penalty 2699.439184 = -32430.672363
  nChanged 8
		SP:Iteration 2Q (13910.970000 sec): 3 clusters
  Score: Raw -35217.693987 + Penalty 2699.439184 = -32518.254802
  nChanged 5
		SP:Iteration 3Q (13911.120000 sec): 3 clusters
  Score: Raw -35239.290300 + Penalty 2699.439184 = -32539.851116
  nChanged 4
		SP:Iteration 4Q (13911.280000 sec): 3 clusters
  Score: Raw -35271.227083 + Penalty 2699.439184 = -32571.787899
  nChanged 2
		SP:Iteration 5Q (13911.440000 sec): 3 clusters
  Score: Raw -35285.435399 + Penalty 2699.439184 = -32585.996215
  nChanged 2
		SP:Iteration 6Q (13911.600000 sec): 3 clusters
  Score: Raw -35300.532872 + Penalty 2699.439184 = -32601.093687
  nChanged 0
		SP:Iteration 7F (13911.760000 sec): 3 clusters
  Score: Raw -35300.532872 + Penalty 2699.439184 = -32601.093687
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13911.830000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13911.960000 sec): 3 clusters
  Score: Raw -39876.432577 + Penalty 2769.414169 = -37107.018407
  nChanged 29
		SP:Iteration 1F (13912.090000 sec): 3 clusters
  Score: Raw -39995.831440 + Penalty 2769.414169 = -37226.417271
  nChanged 14
		SP:Iteration 2F (13912.190000 sec): 3 clusters
  Score: Raw -40050.153321 + Penalty 2769.414169 = -37280.739152
  nChanged 5
		SP:Iteration 3Q (13912.320000 sec): 3 clusters
  Score: Raw -40059.727368 + Penalty 2769.414169 = -37290.313199
  nChanged 2
		SP:Iteration 4Q (13912.470000 sec): 3 clusters
  Score: Raw -40065.414517 + Penalty 2769.414169 = -37296.000347
  nChanged 2
		SP:Iteration 5Q (13912.670000 sec): 3 clusters
  Score: Raw -40075.340704 + Penalty 2769.414169 = -37305.926535
  nChanged 1
		SP:Iteration 6Q (13912.790000 sec): 3 clusters
  Score: Raw -40079.130034 + Penalty 2769.414169 = -37309.715864
  nChanged 0
		SP:Iteration 7F (13912.940000 sec): 3 clusters
  Score: Raw -40079.130034 + Penalty 2769.414169 = -37309.715864
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13913.050000 sec): 2 clusters
  Score: Raw -393391.103930 + Penalty 1927.538231 = -391463.565699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13913.210000 sec): 3 clusters
  Score: Raw -392463.332948 + Penalty 3855.076461 = -388608.256487
  nChanged 802
		SP:Iteration 1F (13913.370000 sec): 3 clusters
  Score: Raw -393121.965130 + Penalty 3855.076461 = -389266.888669
  nChanged 213
		SP:Iteration 2F (13913.530000 sec): 3 clusters
  Score: Raw -393389.060123 + Penalty 3855.076461 = -389533.983662
  nChanged 186
		SP:Iteration 3F (13913.730000 sec): 3 clusters
  Score: Raw -393640.039199 + Penalty 3855.076461 = -389784.962737
  nChanged 154
		SP:Iteration 4F (13913.890000 sec): 3 clusters
  Score: Raw -393825.953736 + Penalty 3855.076461 = -389970.877274
  nChanged 119
		SP:Iteration 5F (13914.020000 sec): 3 clusters
  Score: Raw -393940.548445 + Penalty 3855.076461 = -390085.471984
  nChanged 63
		SP:Iteration 6Q (13914.180000 sec): 3 clusters
  Score: Raw -394005.801077 + Penalty 3855.076461 = -390150.724616
  nChanged 57
		SP:Iteration 7Q (13914.340000 sec): 3 clusters
  Score: Raw -394064.145787 + Penalty 3855.076461 = -390209.069325
  nChanged 47
		SP:Iteration 8Q (13914.500000 sec): 3 clusters
  Score: Raw -394099.639838 + Penalty 3855.076461 = -390244.563377
  nChanged 31
		SP:Iteration 9Q (13914.660000 sec): 3 clusters
  Score: Raw -394118.353296 + Penalty 3855.076461 = -390263.276835
  nChanged 20
		SP:Iteration 10Q (13914.820000 sec): 3 clusters
  Score: Raw -394131.064827 + Penalty 3855.076461 = -390275.988365
  nChanged 13
		SP:Iteration 11Q (13914.980000 sec): 3 clusters
  Score: Raw -394138.194827 + Penalty 3855.076461 = -390283.118366
  nChanged 8
		SP:Iteration 12Q (13915.140000 sec): 3 clusters
  Score: Raw -394142.888915 + Penalty 3855.076461 = -390287.812454
  nChanged 8
		SP:Iteration 13Q (13915.330000 sec): 3 clusters
  Score: Raw -394148.525109 + Penalty 3855.076461 = -390293.448647
  nChanged 7
		SP:Iteration 14Q (13915.510000 sec): 3 clusters
  Score: Raw -394153.495760 + Penalty 3855.076461 = -390298.419299
  nChanged 4
		SP:Iteration 15Q (13915.660000 sec): 3 clusters
  Score: Raw -394156.533276 + Penalty 3855.076461 = -390301.456814
  nChanged 3
		SP:Iteration 16Q (13915.860000 sec): 3 clusters
  Score: Raw -394157.784075 + Penalty 3855.076461 = -390302.707614
  nChanged 3
		SP:Iteration 17Q (13916.000000 sec): 3 clusters
  Score: Raw -394159.154441 + Penalty 3855.076461 = -390304.077980
  nChanged 3
		SP:Iteration 18Q (13916.160000 sec): 3 clusters
  Score: Raw -394162.128014 + Penalty 3855.076461 = -390307.051553
  nChanged 3
		SP:Iteration 19Q (13916.320000 sec): 3 clusters
  Score: Raw -394163.848910 + Penalty 3855.076461 = -390308.772449
  nChanged 2
		SP:Iteration 20F (13916.480000 sec): 3 clusters
  Score: Raw -394164.423352 + Penalty 3855.076461 = -390309.346891
  nChanged 1
		SP:Iteration 21Q (13916.640000 sec): 3 clusters
  Score: Raw -394164.843919 + Penalty 3855.076461 = -390309.767458
  nChanged 0
		SP:Iteration 22F (13916.810000 sec): 3 clusters
  Score: Raw -394164.843919 + Penalty 3855.076461 = -390309.767458
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13916.870000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13916.990000 sec): 3 clusters
  Score: Raw -77072.291147 + Penalty 3049.640275 = -74022.650872
  nChanged 69
		SP:Iteration 1F (13917.150000 sec): 3 clusters
  Score: Raw -77206.524319 + Penalty 3049.640275 = -74156.884044
  nChanged 17
		SP:Iteration 2Q (13917.290000 sec): 3 clusters
  Score: Raw -77250.381988 + Penalty 3049.640275 = -74200.741713
  nChanged 11
		SP:Iteration 3Q (13917.440000 sec): 3 clusters
  Score: Raw -77283.930630 + Penalty 3049.640275 = -74234.290355
  nChanged 8
		SP:Iteration 4Q (13917.590000 sec): 3 clusters
  Score: Raw -77310.744739 + Penalty 3049.640275 = -74261.104464
  nChanged 3
		SP:Iteration 5Q (13917.750000 sec): 3 clusters
  Score: Raw -77319.228820 + Penalty 3049.640275 = -74269.588546
  nChanged 2
		SP:Iteration 6Q (13917.910000 sec): 3 clusters
  Score: Raw -77323.569833 + Penalty 3049.640275 = -74273.929558
  nChanged 2
		SP:Iteration 7Q (13918.080000 sec): 3 clusters
  Score: Raw -77327.329737 + Penalty 3049.640275 = -74277.689463
  nChanged 1
		SP:Iteration 8Q (13918.240000 sec): 3 clusters
  Score: Raw -77334.837792 + Penalty 3049.640275 = -74285.197517
  nChanged 2
		SP:Iteration 9Q (13918.410000 sec): 3 clusters
  Score: Raw -77337.019628 + Penalty 3049.640275 = -74287.379353
  nChanged 0
		SP:Iteration 10F (13918.580000 sec): 3 clusters
  Score: Raw -77337.019628 + Penalty 3049.640275 = -74287.379353
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13918.670000 sec): 2 clusters
  Score: Raw -651335.575274 + Penalty 2036.447763 = -649299.127511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13918.900000 sec): 3 clusters
  Score: Raw -649637.871765 + Penalty 4072.895527 = -645564.976238
  nChanged 1363
		SP:Iteration 1F (13919.050000 sec): 3 clusters
  Score: Raw -650450.714445 + Penalty 4072.895527 = -646377.818918
  nChanged 282
		SP:Iteration 2F (13919.220000 sec): 3 clusters
  Score: Raw -650680.444101 + Penalty 4072.895527 = -646607.548575
  nChanged 221
		SP:Iteration 3F (13919.430000 sec): 3 clusters
  Score: Raw -650867.453212 + Penalty 4072.895527 = -646794.557685
  nChanged 189
		SP:Iteration 4F (13919.600000 sec): 3 clusters
  Score: Raw -651009.401810 + Penalty 4072.895527 = -646936.506284
  nChanged 149
		SP:Iteration 5Q (13919.770000 sec): 3 clusters
  Score: Raw -651121.200333 + Penalty 4072.895527 = -647048.304807
  nChanged 119
		SP:Iteration 6Q (13919.940000 sec): 3 clusters
  Score: Raw -651202.818358 + Penalty 4072.895527 = -647129.922831
  nChanged 93
		SP:Iteration 7Q (13920.100000 sec): 3 clusters
  Score: Raw -651257.167913 + Penalty 4072.895527 = -647184.272386
  nChanged 84
		SP:Iteration 8Q (13920.260000 sec): 3 clusters
  Score: Raw -651309.950410 + Penalty 4072.895527 = -647237.054883
  nChanged 76
		SP:Iteration 9Q (13920.420000 sec): 3 clusters
  Score: Raw -651359.139230 + Penalty 4072.895527 = -647286.243704
  nChanged 73
		SP:Iteration 10Q (13920.630000 sec): 3 clusters
  Score: Raw -651404.454064 + Penalty 4072.895527 = -647331.558537
  nChanged 67
		SP:Iteration 11Q (13920.790000 sec): 3 clusters
  Score: Raw -651444.614607 + Penalty 4072.895527 = -647371.719080
  nChanged 61
		SP:Iteration 12Q (13920.960000 sec): 3 clusters
  Score: Raw -651489.820323 + Penalty 4072.895527 = -647416.924796
  nChanged 61
		SP:Iteration 13Q (13921.130000 sec): 3 clusters
  Score: Raw -651524.940405 + Penalty 4072.895527 = -647452.044879
  nChanged 57
		SP:Iteration 14Q (13921.260000 sec): 3 clusters
  Score: Raw -651564.482466 + Penalty 4072.895527 = -647491.586939
  nChanged 53
		SP:Iteration 15Q (13921.420000 sec): 3 clusters
  Score: Raw -651598.030240 + Penalty 4072.895527 = -647525.134713
  nChanged 54
		SP:Iteration 16Q (13921.580000 sec): 3 clusters
  Score: Raw -651628.039809 + Penalty 4072.895527 = -647555.144282
  nChanged 47
		SP:Iteration 17Q (13921.740000 sec): 3 clusters
  Score: Raw -651654.068747 + Penalty 4072.895527 = -647581.173221
  nChanged 51
		SP:Iteration 18Q (13921.960000 sec): 3 clusters
  Score: Raw -651697.052265 + Penalty 4072.895527 = -647624.156739
  nChanged 69
		SP:Iteration 19Q (13922.110000 sec): 3 clusters
  Score: Raw -651748.325719 + Penalty 4072.895527 = -647675.430193
  nChanged 64
		SP:Iteration 20F (13922.280000 sec): 3 clusters
  Score: Raw -651799.772460 + Penalty 4072.895527 = -647726.876934
  nChanged 80
		SP:Iteration 21Q (13922.440000 sec): 3 clusters
  Score: Raw -651854.152908 + Penalty 4072.895527 = -647781.257382
  nChanged 72
		SP:Iteration 22Q (13922.600000 sec): 3 clusters
  Score: Raw -651898.277475 + Penalty 4072.895527 = -647825.381949
  nChanged 55
		SP:Iteration 23Q (13922.750000 sec): 3 clusters
  Score: Raw -651928.966164 + Penalty 4072.895527 = -647856.070637
  nChanged 44
		SP:Iteration 24Q (13922.910000 sec): 3 clusters
  Score: Raw -651958.043036 + Penalty 4072.895527 = -647885.147510
  nChanged 34
		SP:Iteration 25Q (13923.070000 sec): 3 clusters
  Score: Raw -651977.609099 + Penalty 4072.895527 = -647904.713573
  nChanged 44
		SP:Iteration 26Q (13923.230000 sec): 3 clusters
  Score: Raw -652003.766250 + Penalty 4072.895527 = -647930.870724
  nChanged 31
		SP:Iteration 27Q (13923.430000 sec): 3 clusters
  Score: Raw -652017.887155 + Penalty 4072.895527 = -647944.991629
  nChanged 19
		SP:Iteration 28Q (13923.580000 sec): 3 clusters
  Score: Raw -652024.956765 + Penalty 4072.895527 = -647952.061239
  nChanged 15
		SP:Iteration 29Q (13923.710000 sec): 3 clusters
  Score: Raw -652031.863886 + Penalty 4072.895527 = -647958.968359
  nChanged 10
		SP:Iteration 30Q (13923.860000 sec): 3 clusters
  Score: Raw -652036.549611 + Penalty 4072.895527 = -647963.654084
  nChanged 11
		SP:Iteration 31Q (13924.000000 sec): 3 clusters
  Score: Raw -652041.714937 + Penalty 4072.895527 = -647968.819410
  nChanged 5
		SP:Iteration 32Q (13924.140000 sec): 3 clusters
  Score: Raw -652043.558860 + Penalty 4072.895527 = -647970.663333
  nChanged 6
		SP:Iteration 33Q (13924.280000 sec): 3 clusters
  Score: Raw -652046.563825 + Penalty 4072.895527 = -647973.668298
  nChanged 5
		SP:Iteration 34Q (13924.430000 sec): 3 clusters
  Score: Raw -652048.131878 + Penalty 4072.895527 = -647975.236351
  nChanged 3
		SP:Iteration 35Q (13924.580000 sec): 3 clusters
  Score: Raw -652050.866000 + Penalty 4072.895527 = -647977.970473
  nChanged 4
		SP:Iteration 36Q (13924.740000 sec): 3 clusters
  Score: Raw -652053.068624 + Penalty 4072.895527 = -647980.173097
  nChanged 5
		SP:Iteration 37Q (13924.890000 sec): 3 clusters
  Score: Raw -652054.765317 + Penalty 4072.895527 = -647981.869790
  nChanged 5
		SP:Iteration 38Q (13925.100000 sec): 3 clusters
  Score: Raw -652058.058212 + Penalty 4072.895527 = -647985.162686
  nChanged 6
		SP:Iteration 39Q (13925.270000 sec): 3 clusters
  Score: Raw -652060.393253 + Penalty 4072.895527 = -647987.497726
  nChanged 8
		SP:Iteration 40F (13925.430000 sec): 3 clusters
  Score: Raw -652062.969529 + Penalty 4072.895527 = -647990.074002
  nChanged 5
		SP:Iteration 41Q (13925.590000 sec): 3 clusters
  Score: Raw -652064.788074 + Penalty 4072.895527 = -647991.892547
  nChanged 9
		SP:Iteration 42Q (13925.740000 sec): 3 clusters
  Score: Raw -652067.762116 + Penalty 4072.895527 = -647994.866590
  nChanged 7
		SP:Iteration 43Q (13925.900000 sec): 3 clusters
  Score: Raw -652069.951816 + Penalty 4072.895527 = -647997.056289
  nChanged 2
		SP:Iteration 44Q (13926.060000 sec): 3 clusters
  Score: Raw -652070.532208 + Penalty 4072.895527 = -647997.636682
  nChanged 4
		SP:Iteration 45Q (13926.220000 sec): 3 clusters
  Score: Raw -652071.567078 + Penalty 4072.895527 = -647998.671551
  nChanged 2
		SP:Iteration 46Q (13926.380000 sec): 3 clusters
  Score: Raw -652071.836274 + Penalty 4072.895527 = -647998.940747
  nChanged 0
		SP:Iteration 47F (13926.580000 sec): 3 clusters
  Score: Raw -652071.836274 + Penalty 4072.895527 = -647998.940747
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13926.680000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13926.790000 sec): 3 clusters
  Score: Raw -191897.361800 + Penalty 3495.568542 = -188401.793258
  nChanged 292
		SP:Iteration 1F (13926.880000 sec): 3 clusters
  Score: Raw -192189.191377 + Penalty 3495.568542 = -188693.622835
  nChanged 88
		SP:Iteration 2F (13926.910000 sec): 3 clusters
  Score: Raw -192317.952138 + Penalty 3495.568542 = -188822.383596
  nChanged 52
		SP:Iteration 3Q (13926.980000 sec): 3 clusters
  Score: Raw -192397.683519 + Penalty 3495.568542 = -188902.114977
  nChanged 30
		SP:Iteration 4Q (13927.010000 sec): 3 clusters
  Score: Raw -192442.836757 + Penalty 3495.568542 = -188947.268216
  nChanged 21
		SP:Iteration 5Q (13927.170000 sec): 3 clusters
  Score: Raw -192472.795104 + Penalty 3495.568542 = -188977.226562
  nChanged 23
		SP:Iteration 6Q (13927.340000 sec): 3 clusters
  Score: Raw -192515.830880 + Penalty 3495.568542 = -189020.262339
  nChanged 27
		SP:Iteration 7Q (13927.500000 sec): 3 clusters
  Score: Raw -192552.967533 + Penalty 3495.568542 = -189057.398992
  nChanged 19
		SP:Iteration 8Q (13927.660000 sec): 3 clusters
  Score: Raw -192579.146641 + Penalty 3495.568542 = -189083.578099
  nChanged 14
		SP:Iteration 9Q (13927.830000 sec): 3 clusters
  Score: Raw -192599.046434 + Penalty 3495.568542 = -189103.477892
  nChanged 16
		SP:Iteration 10Q (13927.990000 sec): 3 clusters
  Score: Raw -192628.372041 + Penalty 3495.568542 = -189132.803499
  nChanged 14
		SP:Iteration 11Q (13928.160000 sec): 3 clusters
  Score: Raw -192646.315627 + Penalty 3495.568542 = -189150.747085
  nChanged 15
		SP:Iteration 12Q (13928.360000 sec): 3 clusters
  Score: Raw -192665.406003 + Penalty 3495.568542 = -189169.837461
  nChanged 9
		SP:Iteration 13Q (13928.520000 sec): 3 clusters
  Score: Raw -192673.053930 + Penalty 3495.568542 = -189177.485388
  nChanged 9
		SP:Iteration 14Q (13928.670000 sec): 3 clusters
  Score: Raw -192682.412761 + Penalty 3495.568542 = -189186.844220
  nChanged 8
		SP:Iteration 15Q (13928.840000 sec): 3 clusters
  Score: Raw -192691.988425 + Penalty 3495.568542 = -189196.419883
  nChanged 6
		SP:Iteration 16Q (13928.980000 sec): 3 clusters
  Score: Raw -192697.522714 + Penalty 3495.568542 = -189201.954172
  nChanged 8
		SP:Iteration 17Q (13929.130000 sec): 3 clusters
  Score: Raw -192706.352732 + Penalty 3495.568542 = -189210.784191
  nChanged 8
		SP:Iteration 18Q (13929.280000 sec): 3 clusters
  Score: Raw -192715.511502 + Penalty 3495.568542 = -189219.942960
  nChanged 3
		SP:Iteration 19Q (13929.440000 sec): 3 clusters
  Score: Raw -192718.761505 + Penalty 3495.568542 = -189223.192963
  nChanged 0
		SP:Iteration 20F (13929.600000 sec): 3 clusters
  Score: Raw -192718.761505 + Penalty 3495.568542 = -189223.192963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13929.680000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13929.850000 sec): 3 clusters
  Score: Raw -20953.475801 + Penalty 2458.090221 = -18495.385580
  nChanged 5
		SP:Iteration 1Q (13930.020000 sec): 3 clusters
  Score: Raw -20973.132375 + Penalty 2458.090221 = -18515.042154
  nChanged 1
		SP:Iteration 2Q (13930.180000 sec): 3 clusters
  Score: Raw -20976.088396 + Penalty 2458.090221 = -18517.998176
  nChanged 0
		SP:Iteration 3F (13930.330000 sec): 3 clusters
  Score: Raw -20976.088396 + Penalty 2458.090221 = -18517.998176
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13930.410000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13930.570000 sec): 3 clusters
  Score: Raw -52782.289191 + Penalty 2857.977486 = -49924.311705
  nChanged 39
		SP:Iteration 1F (13930.730000 sec): 3 clusters
  Score: Raw -52887.260602 + Penalty 2857.977486 = -50029.283116
  nChanged 9
		SP:Iteration 2Q (13930.890000 sec): 3 clusters
  Score: Raw -52923.285033 + Penalty 2857.977486 = -50065.307548
  nChanged 3
		SP:Iteration 3Q (13931.050000 sec): 3 clusters
  Score: Raw -52932.709142 + Penalty 2857.977486 = -50074.731656
  nChanged 0
		SP:Iteration 4F (13931.220000 sec): 3 clusters
  Score: Raw -52932.709142 + Penalty 2857.977486 = -50074.731656
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13931.290000 sec): 2 clusters
  Score: Raw -19072.593341 + Penalty 1252.364290 = -17820.229051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13931.460000 sec): 3 clusters
  Score: Raw -19521.368465 + Penalty 2504.728580 = -17016.639885
  nChanged 13
		SP:Iteration 1F (13931.650000 sec): 3 clusters
  Score: Raw -19681.005860 + Penalty 2504.728580 = -17176.277280
  nChanged 3
		SP:Iteration 2Q (13931.770000 sec): 3 clusters
  Score: Raw -19701.994178 + Penalty 2504.728580 = -17197.265598
  nChanged 2
		SP:Iteration 3Q (13931.930000 sec): 3 clusters
  Score: Raw -19723.089360 + Penalty 2504.728580 = -17218.360780
  nChanged 2
		SP:Iteration 4Q (13932.100000 sec): 3 clusters
  Score: Raw -19748.108351 + Penalty 2504.728580 = -17243.379771
  nChanged 1
		SP:Iteration 5Q (13932.260000 sec): 3 clusters
  Score: Raw -19763.927917 + Penalty 2504.728580 = -17259.199337
  nChanged 0
		SP:Iteration 6F (13932.420000 sec): 3 clusters
  Score: Raw -19763.927917 + Penalty 2504.728580 = -17259.199337
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13932.500000 sec): 2 clusters
  Score: Raw -85105.964597 + Penalty 1585.610507 = -83520.354090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13932.670000 sec): 3 clusters
  Score: Raw -85115.916841 + Penalty 3171.221014 = -81944.695827
  nChanged 139
		SP:Iteration 1F (13932.820000 sec): 3 clusters
  Score: Raw -85505.563648 + Penalty 3171.221014 = -82334.342634
  nChanged 60
		SP:Iteration 2F (13932.980000 sec): 3 clusters
  Score: Raw -85755.979121 + Penalty 3171.221014 = -82584.758107
  nChanged 36
		SP:Iteration 3F (13933.140000 sec): 3 clusters
  Score: Raw -85939.658934 + Penalty 3171.221014 = -82768.437920
  nChanged 26
		SP:Iteration 4Q (13933.290000 sec): 3 clusters
  Score: Raw -86094.730363 + Penalty 3171.221014 = -82923.509349
  nChanged 14
		SP:Iteration 5Q (13933.490000 sec): 3 clusters
  Score: Raw -86161.400611 + Penalty 3171.221014 = -82990.179597
  nChanged 9
		SP:Iteration 6Q (13933.620000 sec): 3 clusters
  Score: Raw -86195.406853 + Penalty 3171.221014 = -83024.185839
  nChanged 8
		SP:Iteration 7Q (13933.760000 sec): 3 clusters
  Score: Raw -86225.625929 + Penalty 3171.221014 = -83054.404915
  nChanged 3
		SP:Iteration 8Q (13933.910000 sec): 3 clusters
  Score: Raw -86250.847933 + Penalty 3171.221014 = -83079.626919
  nChanged 6
		SP:Iteration 9Q (13934.050000 sec): 3 clusters
  Score: Raw -86290.745082 + Penalty 3171.221014 = -83119.524068
  nChanged 9
		SP:Iteration 10Q (13934.190000 sec): 3 clusters
  Score: Raw -86349.323667 + Penalty 3171.221014 = -83178.102653
  nChanged 10
		SP:Iteration 11Q (13934.340000 sec): 3 clusters
  Score: Raw -86380.289370 + Penalty 3171.221014 = -83209.068356
  nChanged 3
		SP:Iteration 12Q (13934.480000 sec): 3 clusters
  Score: Raw -86389.097813 + Penalty 3171.221014 = -83217.876799
  nChanged 3
		SP:Iteration 13Q (13934.660000 sec): 3 clusters
  Score: Raw -86401.217217 + Penalty 3171.221014 = -83229.996203
  nChanged 2
		SP:Iteration 14Q (13934.860000 sec): 3 clusters
  Score: Raw -86408.654688 + Penalty 3171.221014 = -83237.433674
  nChanged 2
		SP:Iteration 15Q (13935.050000 sec): 3 clusters
  Score: Raw -86411.668405 + Penalty 3171.221014 = -83240.447391
  nChanged 1
		SP:Iteration 16Q (13935.210000 sec): 3 clusters
  Score: Raw -86416.750249 + Penalty 3171.221014 = -83245.529235
  nChanged 3
		SP:Iteration 17Q (13935.370000 sec): 3 clusters
  Score: Raw -86429.032543 + Penalty 3171.221014 = -83257.811529
  nChanged 5
		SP:Iteration 18Q (13935.520000 sec): 3 clusters
  Score: Raw -86440.666570 + Penalty 3171.221014 = -83269.445556
  nChanged 2
		SP:Iteration 19Q (13935.680000 sec): 3 clusters
  Score: Raw -86445.582508 + Penalty 3171.221014 = -83274.361494
  nChanged 1
		SP:Iteration 20F (13935.830000 sec): 3 clusters
  Score: Raw -86449.596404 + Penalty 3171.221014 = -83278.375390
  nChanged 4
		SP:Iteration 21Q (13935.990000 sec): 3 clusters
  Score: Raw -86467.850798 + Penalty 3171.221014 = -83296.629784
  nChanged 7
		SP:Iteration 22Q (13936.150000 sec): 3 clusters
  Score: Raw -86506.875931 + Penalty 3171.221014 = -83335.654917
  nChanged 8
		SP:Iteration 23Q (13936.330000 sec): 3 clusters
  Score: Raw -86546.756138 + Penalty 3171.221014 = -83375.535124
  nChanged 7
		SP:Iteration 24Q (13936.490000 sec): 3 clusters
  Score: Raw -86579.821984 + Penalty 3171.221014 = -83408.600970
  nChanged 9
		SP:Iteration 25Q (13936.640000 sec): 3 clusters
  Score: Raw -86622.820220 + Penalty 3171.221014 = -83451.599206
  nChanged 7
		SP:Iteration 26Q (13936.800000 sec): 3 clusters
  Score: Raw -86658.442265 + Penalty 3171.221014 = -83487.221251
  nChanged 7
		SP:Iteration 27Q (13936.960000 sec): 3 clusters
  Score: Raw -86684.231968 + Penalty 3171.221014 = -83513.010954
  nChanged 0
		SP:Iteration 28F (13937.110000 sec): 3 clusters
  Score: Raw -86684.231968 + Penalty 3171.221014 = -83513.010954
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13937.170000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13937.330000 sec): 3 clusters
  Score: Raw -95221.614264 + Penalty 3168.726457 = -92052.887807
  nChanged 135
		SP:Iteration 1F (13937.490000 sec): 3 clusters
  Score: Raw -95503.829637 + Penalty 3168.726457 = -92335.103180
  nChanged 47
		SP:Iteration 2F (13937.660000 sec): 3 clusters
  Score: Raw -95636.530065 + Penalty 3168.726457 = -92467.803607
  nChanged 32
		SP:Iteration 3F (13937.790000 sec): 3 clusters
  Score: Raw -95726.198262 + Penalty 3168.726457 = -92557.471805
  nChanged 23
		SP:Iteration 4Q (13937.990000 sec): 3 clusters
  Score: Raw -95841.482698 + Penalty 3168.726457 = -92672.756241
  nChanged 18
		SP:Iteration 5Q (13938.150000 sec): 3 clusters
  Score: Raw -95909.402372 + Penalty 3168.726457 = -92740.675915
  nChanged 16
		SP:Iteration 6Q (13938.290000 sec): 3 clusters
  Score: Raw -95947.278685 + Penalty 3168.726457 = -92778.552228
  nChanged 10
		SP:Iteration 7Q (13938.450000 sec): 3 clusters
  Score: Raw -95964.144632 + Penalty 3168.726457 = -92795.418175
  nChanged 8
		SP:Iteration 8Q (13938.610000 sec): 3 clusters
  Score: Raw -95984.593754 + Penalty 3168.726457 = -92815.867297
  nChanged 5
		SP:Iteration 9Q (13938.770000 sec): 3 clusters
  Score: Raw -95997.382585 + Penalty 3168.726457 = -92828.656128
  nChanged 4
		SP:Iteration 10Q (13938.930000 sec): 3 clusters
  Score: Raw -96004.402132 + Penalty 3168.726457 = -92835.675675
  nChanged 5
		SP:Iteration 11Q (13939.090000 sec): 3 clusters
  Score: Raw -96014.975213 + Penalty 3168.726457 = -92846.248756
  nChanged 3
		SP:Iteration 12Q (13939.250000 sec): 3 clusters
  Score: Raw -96022.742266 + Penalty 3168.726457 = -92854.015808
  nChanged 2
		SP:Iteration 13Q (13939.450000 sec): 3 clusters
  Score: Raw -96027.956144 + Penalty 3168.726457 = -92859.229687
  nChanged 1
		SP:Iteration 14Q (13939.590000 sec): 3 clusters
  Score: Raw -96030.659451 + Penalty 3168.726457 = -92861.932994
  nChanged 0
		SP:Iteration 15F (13939.700000 sec): 3 clusters
  Score: Raw -96030.659451 + Penalty 3168.726457 = -92861.932994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13939.770000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13939.930000 sec): 3 clusters
  Score: Raw -43814.674385 + Penalty 2787.718829 = -41026.955555
  nChanged 47
		SP:Iteration 1F (13940.100000 sec): 3 clusters
  Score: Raw -43993.111680 + Penalty 2787.718829 = -41205.392850
  nChanged 16
		SP:Iteration 2F (13940.250000 sec): 3 clusters
  Score: Raw -44075.917856 + Penalty 2787.718829 = -41288.199027
  nChanged 12
		SP:Iteration 3Q (13940.420000 sec): 3 clusters
  Score: Raw -44162.646156 + Penalty 2787.718829 = -41374.927327
  nChanged 5
		SP:Iteration 4Q (13940.580000 sec): 3 clusters
  Score: Raw -44180.406311 + Penalty 2787.718829 = -41392.687481
  nChanged 5
		SP:Iteration 5Q (13940.750000 sec): 3 clusters
  Score: Raw -44196.497413 + Penalty 2787.718829 = -41408.778584
  nChanged 2
		SP:Iteration 6Q (13940.910000 sec): 3 clusters
  Score: Raw -44215.960944 + Penalty 2787.718829 = -41428.242115
  nChanged 3
		SP:Iteration 7Q (13941.100000 sec): 3 clusters
  Score: Raw -44227.517291 + Penalty 2787.718829 = -41439.798461
  nChanged 3
		SP:Iteration 8Q (13941.270000 sec): 3 clusters
  Score: Raw -44254.765776 + Penalty 2787.718829 = -41467.046947
  nChanged 1
		SP:Iteration 9Q (13941.380000 sec): 3 clusters
  Score: Raw -44260.027630 + Penalty 2787.718829 = -41472.308801
  nChanged 0
		SP:Iteration 10F (13941.510000 sec): 3 clusters
  Score: Raw -44260.027630 + Penalty 2787.718829 = -41472.308801
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (13941.590000 sec): 2 clusters
  Score: Raw -151392.254365 + Penalty 1691.364058 = -149700.890307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (13941.750000 sec): 3 clusters
  Score: Raw -151217.045136 + Penalty 3382.728117 = -147834.317019
  nChanged 239
		SP:Iteration 1F (13941.910000 sec): 3 clusters
  Score: Raw -151538.607843 + Penalty 3382.728117 = -148155.879726
  nChanged 73
		SP:Iteration 2F (13942.070000 sec): 3 clusters
  Score: Raw -151682.791076 + Penalty 3382.728117 = -148300.062959
  nChanged 56
		SP:Iteration 3F (13942.240000 sec): 3 clusters
  Score: Raw -151793.005327 + Penalty 3382.728117 = -148410.277210
  nChanged 38
		SP:Iteration 4Q (13942.390000 sec): 3 clusters
  Score: Raw -151869.119772 + Penalty 3382.728117 = -148486.391655
  nChanged 35
		SP:Iteration 5Q (13942.550000 sec): 3 clusters
  Score: Raw -151964.741564 + Penalty 3382.728117 = -148582.013447
  nChanged 47
		SP:Iteration 6F (13942.750000 sec): 3 clusters
  Score: Raw -152097.603960 + Penalty 3382.728117 = -148714.875843
  nChanged 42
		SP:Iteration 7Q (13942.890000 sec): 3 clusters
  Score: Raw -152245.143472 + Penalty 3382.728117 = -148862.415355
  nChanged 37
		SP:Iteration 8Q (13943.080000 sec): 3 clusters
  Score: Raw -152372.064576 + Penalty 3382.728117 = -148989.336459
  nChanged 24
		SP:Iteration 9Q (13943.210000 sec): 3 clusters
  Score: Raw -152466.070004 + Penalty 3382.728117 = -149083.341887
  nChanged 26
		SP:Iteration 10Q (13943.370000 sec): 3 clusters
  Score: Raw -152567.857704 + Penalty 3382.728117 = -149185.129587
  nChanged 25
		SP:Iteration 11Q (13943.530000 sec): 3 clusters
  Score: Raw -152641.080890 + Penalty 3382.728117 = -149258.352773
  nChanged 17
		SP:Iteration 12Q (13943.700000 sec): 3 clusters
  Score: Raw -152711.973544 + Penalty 3382.728117 = -149329.245427
  nChanged 18
		SP:Iteration 13Q (13943.860000 sec): 3 clusters
  Score: Raw -152777.413796 + Penalty 3382.728117 = -149394.685679
  nChanged 20
		SP:Iteration 14Q (13944.020000 sec): 3 clusters
  Score: Raw -152842.049964 + Penalty 3382.728117 = -149459.321847
  nChanged 21
		SP:Iteration 15Q (13944.180000 sec): 3 clusters
  Score: Raw -152899.868441 + Penalty 3382.728117 = -149517.140324
  nChanged 12
		SP:Iteration 16Q (13944.350000 sec): 3 clusters
  Score: Raw -152932.475463 + Penalty 3382.728117 = -149549.747346
  nChanged 15
		SP:Iteration 17Q (13944.510000 sec): 3 clusters
  Score: Raw -152990.462589 + Penalty 3382.728117 = -149607.734473
  nChanged 23
		SP:Iteration 18Q (13944.650000 sec): 3 clusters
  Score: Raw -153054.489005 + Penalty 3382.728117 = -149671.760888
  nChanged 16
		SP:Iteration 19Q (13944.830000 sec): 3 clusters
  Score: Raw -153106.081525 + Penalty 3382.728117 = -149723.353408
  nChanged 13
		SP:Iteration 20F (13944.980000 sec): 3 clusters
  Score: Raw -153148.112444 + Penalty 3382.728117 = -149765.384327
  nChanged 11
		SP:Iteration 21Q (13945.130000 sec): 3 clusters
  Score: Raw -153173.566090 + Penalty 3382.728117 = -149790.837973
  nChanged 10
		SP:Iteration 22Q (13945.280000 sec): 3 clusters
  Score: Raw -153195.507143 + Penalty 3382.728117 = -149812.779026
  nChanged 2
		SP:Iteration 23Q (13945.440000 sec): 3 clusters
  Score: Raw -153199.837230 + Penalty 3382.728117 = -149817.109113
  nChanged 5
		SP:Iteration 24Q (13945.590000 sec): 3 clusters
  Score: Raw -153206.918373 + Penalty 3382.728117 = -149824.190256
  nChanged 2
		SP:Iteration 25Q (13945.750000 sec): 3 clusters
  Score: Raw -153211.312921 + Penalty 3382.728117 = -149828.584805
  nChanged 0
		SP:Iteration 26F (13945.910000 sec): 3 clusters
  Score: Raw -153211.312921 + Penalty 3382.728117 = -149828.584805
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Deleting Class 58 (424 points): Lose 3003.473651 but Gain 3262.464713
Iteration 240F (14039.100000 sec): 58 clusters
  Score: Raw -91389755.875320 + Penalty 185960.488658 = -91203795.386662
  nChanged 393
Iteration 241F (14132.720000 sec): 58 clusters
  Score: Raw -91390802.944487 + Penalty 185960.488658 = -91204842.455828
  nChanged 28
Iteration 242Q (14190.790000 sec): 58 clusters
  Score: Raw -91390829.403045 + Penalty 185960.488658 = -91204868.914387
  nChanged 7
Iteration 243Q (14249.550000 sec): 58 clusters
  Score: Raw -91390837.036402 + Penalty 185960.488658 = -91204876.547744
  nChanged 1
Iteration 244Q (14306.040000 sec): 58 clusters
  Score: Raw -91390838.167404 + Penalty 185960.488658 = -91204877.678746
  nChanged 0
Iteration 245F (14393.490000 sec): 58 clusters
  Score: Raw -91390838.167404 + Penalty 185960.488658 = -91204877.678746
  nChanged 0
Compute initial score before splitting:   Score: Raw -91390838.167404 + Penalty 185960.488658 = -91204877.678746
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14393.570000 sec): 2 clusters
  Score: Raw -47472.979105 + Penalty 1467.885676 = -46005.093429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14393.720000 sec): 3 clusters
  Score: Raw -47571.351027 + Penalty 2935.771352 = -44635.579675
  nChanged 70
		SP:Iteration 1F (14393.860000 sec): 3 clusters
  Score: Raw -47787.836971 + Penalty 2935.771352 = -44852.065620
  nChanged 27
		SP:Iteration 2F (14394.020000 sec): 3 clusters
  Score: Raw -47932.085621 + Penalty 2935.771352 = -44996.314269
  nChanged 23
		SP:Iteration 3F (14394.170000 sec): 3 clusters
  Score: Raw -48021.821073 + Penalty 2935.771352 = -45086.049722
  nChanged 10
		SP:Iteration 4Q (14394.300000 sec): 3 clusters
  Score: Raw -48060.301068 + Penalty 2935.771352 = -45124.529716
  nChanged 11
		SP:Iteration 5Q (14394.420000 sec): 3 clusters
  Score: Raw -48106.429914 + Penalty 2935.771352 = -45170.658562
  nChanged 5
		SP:Iteration 6Q (14394.580000 sec): 3 clusters
  Score: Raw -48131.269624 + Penalty 2935.771352 = -45195.498272
  nChanged 6
		SP:Iteration 7Q (14394.740000 sec): 3 clusters
  Score: Raw -48149.687466 + Penalty 2935.771352 = -45213.916115
  nChanged 5
		SP:Iteration 8Q (14394.910000 sec): 3 clusters
  Score: Raw -48171.773431 + Penalty 2935.771352 = -45236.002079
  nChanged 6
		SP:Iteration 9Q (14395.070000 sec): 3 clusters
  Score: Raw -48203.798981 + Penalty 2935.771352 = -45268.027629
  nChanged 3
		SP:Iteration 10Q (14395.230000 sec): 3 clusters
  Score: Raw -48218.895993 + Penalty 2935.771352 = -45283.124641
  nChanged 3
		SP:Iteration 11Q (14395.390000 sec): 3 clusters
  Score: Raw -48233.230473 + Penalty 2935.771352 = -45297.459122
  nChanged 3
		SP:Iteration 12Q (14395.510000 sec): 3 clusters
  Score: Raw -48243.359655 + Penalty 2935.771352 = -45307.588303
  nChanged 2
		SP:Iteration 13Q (14395.670000 sec): 3 clusters
  Score: Raw -48252.914774 + Penalty 2935.771352 = -45317.143422
  nChanged 1
		SP:Iteration 14Q (14395.840000 sec): 3 clusters
  Score: Raw -48270.512548 + Penalty 2935.771352 = -45334.741196
  nChanged 3
		SP:Iteration 15Q (14396.000000 sec): 3 clusters
  Score: Raw -48292.023967 + Penalty 2935.771352 = -45356.252615
  nChanged 4
		SP:Iteration 16Q (14396.160000 sec): 3 clusters
  Score: Raw -48322.156157 + Penalty 2935.771352 = -45386.384805
  nChanged 1
		SP:Iteration 17Q (14396.350000 sec): 3 clusters
  Score: Raw -48325.513654 + Penalty 2935.771352 = -45389.742302
  nChanged 0
		SP:Iteration 18F (14396.480000 sec): 3 clusters
  Score: Raw -48325.513654 + Penalty 2935.771352 = -45389.742302
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14396.540000 sec): 2 clusters
  Score: Raw -77146.010984 + Penalty 1531.615083 = -75614.395901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14396.700000 sec): 3 clusters
  Score: Raw -77201.340517 + Penalty 3063.230166 = -74138.110351
  nChanged 92
		SP:Iteration 1F (14396.860000 sec): 3 clusters
  Score: Raw -77376.601868 + Penalty 3063.230166 = -74313.371702
  nChanged 16
		SP:Iteration 2Q (14397.030000 sec): 3 clusters
  Score: Raw -77415.430568 + Penalty 3063.230166 = -74352.200402
  nChanged 9
		SP:Iteration 3Q (14397.190000 sec): 3 clusters
  Score: Raw -77431.435114 + Penalty 3063.230166 = -74368.204948
  nChanged 7
		SP:Iteration 4Q (14397.350000 sec): 3 clusters
  Score: Raw -77447.025186 + Penalty 3063.230166 = -74383.795020
  nChanged 10
		SP:Iteration 5Q (14397.510000 sec): 3 clusters
  Score: Raw -77473.605094 + Penalty 3063.230166 = -74410.374928
  nChanged 6
		SP:Iteration 6Q (14397.670000 sec): 3 clusters
  Score: Raw -77482.990964 + Penalty 3063.230166 = -74419.760798
  nChanged 6
		SP:Iteration 7Q (14397.840000 sec): 3 clusters
  Score: Raw -77490.157914 + Penalty 3063.230166 = -74426.927748
  nChanged 3
		SP:Iteration 8Q (14398.000000 sec): 3 clusters
  Score: Raw -77497.231408 + Penalty 3063.230166 = -74434.001242
  nChanged 4
		SP:Iteration 9Q (14398.160000 sec): 3 clusters
  Score: Raw -77508.349862 + Penalty 3063.230166 = -74445.119696
  nChanged 4
		SP:Iteration 10Q (14398.320000 sec): 3 clusters
  Score: Raw -77514.770054 + Penalty 3063.230166 = -74451.539888
  nChanged 4
		SP:Iteration 11Q (14398.500000 sec): 3 clusters
  Score: Raw -77520.873964 + Penalty 3063.230166 = -74457.643798
  nChanged 3
		SP:Iteration 12Q (14398.640000 sec): 3 clusters
  Score: Raw -77523.546866 + Penalty 3063.230166 = -74460.316700
  nChanged 1
		SP:Iteration 13Q (14398.800000 sec): 3 clusters
  Score: Raw -77524.523687 + Penalty 3063.230166 = -74461.293521
  nChanged 3
		SP:Iteration 14Q (14398.960000 sec): 3 clusters
  Score: Raw -77527.449607 + Penalty 3063.230166 = -74464.219441
  nChanged 2
		SP:Iteration 15Q (14399.140000 sec): 3 clusters
  Score: Raw -77530.587049 + Penalty 3063.230166 = -74467.356883
  nChanged 5
		SP:Iteration 16Q (14399.280000 sec): 3 clusters
  Score: Raw -77537.694516 + Penalty 3063.230166 = -74474.464350
  nChanged 7
		SP:Iteration 17Q (14399.400000 sec): 3 clusters
  Score: Raw -77546.943910 + Penalty 3063.230166 = -74483.713744
  nChanged 3
		SP:Iteration 18Q (14399.570000 sec): 3 clusters
  Score: Raw -77549.770483 + Penalty 3063.230166 = -74486.540317
  nChanged 1
		SP:Iteration 19Q (14399.700000 sec): 3 clusters
  Score: Raw -77550.720269 + Penalty 3063.230166 = -74487.490103
  nChanged 1
		SP:Iteration 20F (14399.860000 sec): 3 clusters
  Score: Raw -77551.706845 + Penalty 3063.230166 = -74488.476679
  nChanged 3
		SP:Iteration 21Q (14400.040000 sec): 3 clusters
  Score: Raw -77555.063855 + Penalty 3063.230166 = -74491.833689
  nChanged 2
		SP:Iteration 22Q (14400.190000 sec): 3 clusters
  Score: Raw -77558.298230 + Penalty 3063.230166 = -74495.068064
  nChanged 1
		SP:Iteration 23Q (14400.350000 sec): 3 clusters
  Score: Raw -77559.625992 + Penalty 3063.230166 = -74496.395826
  nChanged 1
		SP:Iteration 24Q (14400.510000 sec): 3 clusters
  Score: Raw -77560.156454 + Penalty 3063.230166 = -74496.926288
  nChanged 0
		SP:Iteration 25F (14400.690000 sec): 3 clusters
  Score: Raw -77560.156454 + Penalty 3063.230166 = -74496.926288
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14400.760000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14400.920000 sec): 3 clusters
  Score: Raw -221763.466336 + Penalty 3514.607126 = -218248.859210
  nChanged 301
		SP:Iteration 1F (14401.080000 sec): 3 clusters
  Score: Raw -222105.452421 + Penalty 3514.607126 = -218590.845295
  nChanged 91
		SP:Iteration 2F (14401.210000 sec): 3 clusters
  Score: Raw -222251.726057 + Penalty 3514.607126 = -218737.118930
  nChanged 50
		SP:Iteration 3Q (14401.350000 sec): 3 clusters
  Score: Raw -222317.185528 + Penalty 3514.607126 = -218802.578402
  nChanged 32
		SP:Iteration 4Q (14401.470000 sec): 3 clusters
  Score: Raw -222360.165765 + Penalty 3514.607126 = -218845.558639
  nChanged 27
		SP:Iteration 5Q (14401.600000 sec): 3 clusters
  Score: Raw -222400.409098 + Penalty 3514.607126 = -218885.801971
  nChanged 25
		SP:Iteration 6Q (14401.760000 sec): 3 clusters
  Score: Raw -222439.570150 + Penalty 3514.607126 = -218924.963024
  nChanged 23
		SP:Iteration 7Q (14401.920000 sec): 3 clusters
  Score: Raw -222479.154993 + Penalty 3514.607126 = -218964.547867
  nChanged 32
		SP:Iteration 8Q (14402.080000 sec): 3 clusters
  Score: Raw -222534.239839 + Penalty 3514.607126 = -219019.632713
  nChanged 28
		SP:Iteration 9Q (14402.220000 sec): 3 clusters
  Score: Raw -222585.951460 + Penalty 3514.607126 = -219071.344333
  nChanged 34
		SP:Iteration 10Q (14402.340000 sec): 3 clusters
  Score: Raw -222644.650725 + Penalty 3514.607126 = -219130.043599
  nChanged 28
		SP:Iteration 11Q (14402.480000 sec): 3 clusters
  Score: Raw -222695.168432 + Penalty 3514.607126 = -219180.561306
  nChanged 23
		SP:Iteration 12Q (14402.620000 sec): 3 clusters
  Score: Raw -222741.835715 + Penalty 3514.607126 = -219227.228589
  nChanged 23
		SP:Iteration 13Q (14402.780000 sec): 3 clusters
  Score: Raw -222777.109774 + Penalty 3514.607126 = -219262.502648
  nChanged 25
		SP:Iteration 14Q (14402.920000 sec): 3 clusters
  Score: Raw -222814.647315 + Penalty 3514.607126 = -219300.040188
  nChanged 23
		SP:Iteration 15Q (14403.070000 sec): 3 clusters
  Score: Raw -222867.568516 + Penalty 3514.607126 = -219352.961390
  nChanged 35
		SP:Iteration 16Q (14403.220000 sec): 3 clusters
  Score: Raw -222969.300505 + Penalty 3514.607126 = -219454.693378
  nChanged 43
		SP:Iteration 17Q (14403.380000 sec): 3 clusters
  Score: Raw -223088.465391 + Penalty 3514.607126 = -219573.858264
  nChanged 28
		SP:Iteration 18Q (14403.540000 sec): 3 clusters
  Score: Raw -223157.072867 + Penalty 3514.607126 = -219642.465741
  nChanged 22
		SP:Iteration 19Q (14403.700000 sec): 3 clusters
  Score: Raw -223205.244802 + Penalty 3514.607126 = -219690.637676
  nChanged 22
		SP:Iteration 20F (14403.870000 sec): 3 clusters
  Score: Raw -223253.480310 + Penalty 3514.607126 = -219738.873184
  nChanged 15
		SP:Iteration 21Q (14404.010000 sec): 3 clusters
  Score: Raw -223279.660585 + Penalty 3514.607126 = -219765.053459
  nChanged 5
		SP:Iteration 22Q (14404.170000 sec): 3 clusters
  Score: Raw -223288.386147 + Penalty 3514.607126 = -219773.779020
  nChanged 5
		SP:Iteration 23Q (14404.330000 sec): 3 clusters
  Score: Raw -223298.155593 + Penalty 3514.607126 = -219783.548466
  nChanged 2
		SP:Iteration 24Q (14404.500000 sec): 3 clusters
  Score: Raw -223302.278529 + Penalty 3514.607126 = -219787.671403
  nChanged 5
		SP:Iteration 25Q (14404.660000 sec): 3 clusters
  Score: Raw -223318.747371 + Penalty 3514.607126 = -219804.140245
  nChanged 7
		SP:Iteration 26Q (14404.820000 sec): 3 clusters
  Score: Raw -223342.267563 + Penalty 3514.607126 = -219827.660437
  nChanged 9
		SP:Iteration 27Q (14404.980000 sec): 3 clusters
  Score: Raw -223370.524707 + Penalty 3514.607126 = -219855.917580
  nChanged 8
		SP:Iteration 28Q (14405.140000 sec): 3 clusters
  Score: Raw -223389.348274 + Penalty 3514.607126 = -219874.741148
  nChanged 4
		SP:Iteration 29Q (14405.340000 sec): 3 clusters
  Score: Raw -223397.114315 + Penalty 3514.607126 = -219882.507188
  nChanged 2
		SP:Iteration 30Q (14405.460000 sec): 3 clusters
  Score: Raw -223398.671950 + Penalty 3514.607126 = -219884.064824
  nChanged 0
		SP:Iteration 31F (14405.600000 sec): 3 clusters
  Score: Raw -223398.671950 + Penalty 3514.607126 = -219884.064824
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14405.670000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14405.820000 sec): 3 clusters
  Score: Raw -27134.794940 + Penalty 2547.356025 = -24587.438915
  nChanged 11
		SP:Iteration 1F (14405.970000 sec): 3 clusters
  Score: Raw -27192.292690 + Penalty 2547.356025 = -24644.936665
  nChanged 3
		SP:Iteration 2Q (14406.170000 sec): 3 clusters
  Score: Raw -27205.472218 + Penalty 2547.356025 = -24658.116193
  nChanged 0
		SP:Iteration 3F (14406.290000 sec): 3 clusters
  Score: Raw -27205.472218 + Penalty 2547.356025 = -24658.116193
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14406.360000 sec): 2 clusters
  Score: Raw -907272.438159 + Penalty 2118.871110 = -905153.567048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14406.580000 sec): 3 clusters
  Score: Raw -904792.118321 + Penalty 4237.742221 = -900554.376100
  nChanged 1927
		SP:Iteration 1F (14406.800000 sec): 3 clusters
  Score: Raw -905867.772034 + Penalty 4237.742221 = -901630.029813
  nChanged 395
		SP:Iteration 2F (14406.940000 sec): 3 clusters
  Score: Raw -906098.509406 + Penalty 4237.742221 = -901860.767185
  nChanged 254
		SP:Iteration 3Q (14407.100000 sec): 3 clusters
  Score: Raw -906229.507781 + Penalty 4237.742221 = -901991.765561
  nChanged 158
		SP:Iteration 4Q (14407.270000 sec): 3 clusters
  Score: Raw -906303.321325 + Penalty 4237.742221 = -902065.579104
  nChanged 127
		SP:Iteration 5Q (14407.430000 sec): 3 clusters
  Score: Raw -906360.593006 + Penalty 4237.742221 = -902122.850786
  nChanged 110
		SP:Iteration 6Q (14407.640000 sec): 3 clusters
  Score: Raw -906412.984759 + Penalty 4237.742221 = -902175.242538
  nChanged 113
		SP:Iteration 7Q (14407.790000 sec): 3 clusters
  Score: Raw -906457.714522 + Penalty 4237.742221 = -902219.972302
  nChanged 94
		SP:Iteration 8Q (14407.960000 sec): 3 clusters
  Score: Raw -906500.160356 + Penalty 4237.742221 = -902262.418136
  nChanged 96
		SP:Iteration 9Q (14408.140000 sec): 3 clusters
  Score: Raw -906541.876263 + Penalty 4237.742221 = -902304.134042
  nChanged 83
		SP:Iteration 10Q (14408.340000 sec): 3 clusters
  Score: Raw -906580.097352 + Penalty 4237.742221 = -902342.355131
  nChanged 90
		SP:Iteration 11Q (14408.540000 sec): 3 clusters
  Score: Raw -906619.456248 + Penalty 4237.742221 = -902381.714027
  nChanged 68
		SP:Iteration 12Q (14408.700000 sec): 3 clusters
  Score: Raw -906644.708473 + Penalty 4237.742221 = -902406.966253
  nChanged 51
		SP:Iteration 13Q (14408.900000 sec): 3 clusters
  Score: Raw -906659.155643 + Penalty 4237.742221 = -902421.413422
  nChanged 36
		SP:Iteration 14Q (14409.080000 sec): 3 clusters
  Score: Raw -906669.979710 + Penalty 4237.742221 = -902432.237489
  nChanged 36
		SP:Iteration 15Q (14409.280000 sec): 3 clusters
  Score: Raw -906681.258846 + Penalty 4237.742221 = -902443.516625
  nChanged 38
		SP:Iteration 16Q (14409.450000 sec): 3 clusters
  Score: Raw -906696.397307 + Penalty 4237.742221 = -902458.655087
  nChanged 39
		SP:Iteration 17Q (14409.610000 sec): 3 clusters
  Score: Raw -906710.272616 + Penalty 4237.742221 = -902472.530396
  nChanged 36
		SP:Iteration 18Q (14409.850000 sec): 3 clusters
  Score: Raw -906725.552834 + Penalty 4237.742221 = -902487.810613
  nChanged 35
		SP:Iteration 19Q (14410.000000 sec): 3 clusters
  Score: Raw -906740.421413 + Penalty 4237.742221 = -902502.679192
  nChanged 44
		SP:Iteration 20F (14410.160000 sec): 3 clusters
  Score: Raw -906761.048425 + Penalty 4237.742221 = -902523.306204
  nChanged 46
		SP:Iteration 21Q (14410.380000 sec): 3 clusters
  Score: Raw -906777.452185 + Penalty 4237.742221 = -902539.709965
  nChanged 40
		SP:Iteration 22Q (14410.590000 sec): 3 clusters
  Score: Raw -906791.191847 + Penalty 4237.742221 = -902553.449626
  nChanged 34
		SP:Iteration 23Q (14410.740000 sec): 3 clusters
  Score: Raw -906805.427732 + Penalty 4237.742221 = -902567.685511
  nChanged 39
		SP:Iteration 24Q (14410.910000 sec): 3 clusters
  Score: Raw -906819.091121 + Penalty 4237.742221 = -902581.348900
  nChanged 33
		SP:Iteration 25Q (14411.080000 sec): 3 clusters
  Score: Raw -906830.313909 + Penalty 4237.742221 = -902592.571688
  nChanged 34
		SP:Iteration 26Q (14411.280000 sec): 3 clusters
  Score: Raw -906843.700934 + Penalty 4237.742221 = -902605.958714
  nChanged 36
		SP:Iteration 27Q (14411.490000 sec): 3 clusters
  Score: Raw -906858.474643 + Penalty 4237.742221 = -902620.732422
  nChanged 44
		SP:Iteration 28Q (14411.670000 sec): 3 clusters
  Score: Raw -906876.510751 + Penalty 4237.742221 = -902638.768530
  nChanged 55
		SP:Iteration 29Q (14411.870000 sec): 3 clusters
  Score: Raw -906898.642763 + Penalty 4237.742221 = -902660.900542
  nChanged 55
		SP:Iteration 30Q (14412.010000 sec): 3 clusters
  Score: Raw -906919.312748 + Penalty 4237.742221 = -902681.570527
  nChanged 36
		SP:Iteration 31Q (14412.230000 sec): 3 clusters
  Score: Raw -906936.637467 + Penalty 4237.742221 = -902698.895246
  nChanged 43
		SP:Iteration 32Q (14412.430000 sec): 3 clusters
  Score: Raw -906954.041790 + Penalty 4237.742221 = -902716.299569
  nChanged 45
		SP:Iteration 33Q (14412.630000 sec): 3 clusters
  Score: Raw -906970.033779 + Penalty 4237.742221 = -902732.291558
  nChanged 32
		SP:Iteration 34Q (14412.810000 sec): 3 clusters
  Score: Raw -906985.059047 + Penalty 4237.742221 = -902747.316826
  nChanged 42
		SP:Iteration 35Q (14412.990000 sec): 3 clusters
  Score: Raw -907001.198481 + Penalty 4237.742221 = -902763.456261
  nChanged 38
		SP:Iteration 36Q (14413.170000 sec): 3 clusters
  Score: Raw -907017.723500 + Penalty 4237.742221 = -902779.981280
  nChanged 34
		SP:Iteration 37Q (14413.340000 sec): 3 clusters
  Score: Raw -907031.372960 + Penalty 4237.742221 = -902793.630739
  nChanged 38
		SP:Iteration 38Q (14413.490000 sec): 3 clusters
  Score: Raw -907049.750537 + Penalty 4237.742221 = -902812.008316
  nChanged 52
		SP:Iteration 39Q (14413.700000 sec): 3 clusters
  Score: Raw -907071.891283 + Penalty 4237.742221 = -902834.149062
  nChanged 47
		SP:Iteration 40F (14413.880000 sec): 3 clusters
  Score: Raw -907089.563484 + Penalty 4237.742221 = -902851.821264
  nChanged 42
		SP:Iteration 41Q (14414.010000 sec): 3 clusters
  Score: Raw -907109.596759 + Penalty 4237.742221 = -902871.854538
  nChanged 52
		SP:Iteration 42Q (14414.190000 sec): 3 clusters
  Score: Raw -907135.509311 + Penalty 4237.742221 = -902897.767091
  nChanged 66
		SP:Iteration 43Q (14414.370000 sec): 3 clusters
  Score: Raw -907169.082730 + Penalty 4237.742221 = -902931.340510
  nChanged 77
		SP:Iteration 44Q (14414.600000 sec): 3 clusters
  Score: Raw -907208.951847 + Penalty 4237.742221 = -902971.209626
  nChanged 73
		SP:Iteration 45Q (14414.740000 sec): 3 clusters
  Score: Raw -907248.121329 + Penalty 4237.742221 = -903010.379108
  nChanged 83
		SP:Iteration 46Q (14414.920000 sec): 3 clusters
  Score: Raw -907289.568799 + Penalty 4237.742221 = -903051.826579
  nChanged 79
		SP:Iteration 47Q (14415.100000 sec): 3 clusters
  Score: Raw -907336.044011 + Penalty 4237.742221 = -903098.301790
  nChanged 90
		SP:Iteration 48Q (14415.270000 sec): 3 clusters
  Score: Raw -907394.214980 + Penalty 4237.742221 = -903156.472759
  nChanged 108
		SP:Iteration 49Q (14415.460000 sec): 3 clusters
  Score: Raw -907466.723700 + Penalty 4237.742221 = -903228.981479
  nChanged 107
		SP:Iteration 50Q (14415.650000 sec): 3 clusters
  Score: Raw -907544.626255 + Penalty 4237.742221 = -903306.884034
  nChanged 102
		SP:Iteration 51Q (14415.820000 sec): 3 clusters
  Score: Raw -907620.353463 + Penalty 4237.742221 = -903382.611242
  nChanged 106
		SP:Iteration 52Q (14416.010000 sec): 3 clusters
  Score: Raw -907698.847848 + Penalty 4237.742221 = -903461.105628
  nChanged 98
		SP:Iteration 53Q (14416.130000 sec): 3 clusters
  Score: Raw -907769.662346 + Penalty 4237.742221 = -903531.920125
  nChanged 78
		SP:Iteration 54Q (14416.360000 sec): 3 clusters
  Score: Raw -907822.436463 + Penalty 4237.742221 = -903584.694242
  nChanged 67
		SP:Iteration 55Q (14416.520000 sec): 3 clusters
  Score: Raw -907865.652771 + Penalty 4237.742221 = -903627.910550
  nChanged 65
		SP:Iteration 56Q (14416.740000 sec): 3 clusters
  Score: Raw -907906.648484 + Penalty 4237.742221 = -903668.906263
  nChanged 59
		SP:Iteration 57Q (14416.950000 sec): 3 clusters
  Score: Raw -907938.368898 + Penalty 4237.742221 = -903700.626677
  nChanged 55
		SP:Iteration 58Q (14417.140000 sec): 3 clusters
  Score: Raw -907975.935577 + Penalty 4237.742221 = -903738.193357
  nChanged 70
		SP:Iteration 59Q (14417.250000 sec): 3 clusters
  Score: Raw -908017.227070 + Penalty 4237.742221 = -903779.484849
  nChanged 40
		SP:Iteration 60F (14417.420000 sec): 3 clusters
  Score: Raw -908044.592814 + Penalty 4237.742221 = -903806.850594
  nChanged 39
		SP:Iteration 61Q (14417.580000 sec): 3 clusters
  Score: Raw -908068.962681 + Penalty 4237.742221 = -903831.220460
  nChanged 32
		SP:Iteration 62Q (14417.780000 sec): 3 clusters
  Score: Raw -908091.867120 + Penalty 4237.742221 = -903854.124899
  nChanged 31
		SP:Iteration 63Q (14417.970000 sec): 3 clusters
  Score: Raw -908117.293777 + Penalty 4237.742221 = -903879.551556
  nChanged 37
		SP:Iteration 64Q (14418.120000 sec): 3 clusters
  Score: Raw -908160.095181 + Penalty 4237.742221 = -903922.352960
  nChanged 52
		SP:Iteration 65Q (14418.280000 sec): 3 clusters
  Score: Raw -908238.418023 + Penalty 4237.742221 = -904000.675802
  nChanged 50
		SP:Iteration 66Q (14418.450000 sec): 3 clusters
  Score: Raw -908319.563658 + Penalty 4237.742221 = -904081.821438
  nChanged 44
		SP:Iteration 67Q (14418.630000 sec): 3 clusters
  Score: Raw -908390.460564 + Penalty 4237.742221 = -904152.718344
  nChanged 43
		SP:Iteration 68Q (14418.790000 sec): 3 clusters
  Score: Raw -908478.256557 + Penalty 4237.742221 = -904240.514336
  nChanged 48
		SP:Iteration 69Q (14418.980000 sec): 3 clusters
  Score: Raw -908602.483880 + Penalty 4237.742221 = -904364.741660
  nChanged 40
		SP:Iteration 70Q (14419.180000 sec): 3 clusters
  Score: Raw -908731.518441 + Penalty 4237.742221 = -904493.776220
  nChanged 24
		SP:Iteration 71Q (14419.330000 sec): 3 clusters
  Score: Raw -908780.116349 + Penalty 4237.742221 = -904542.374128
  nChanged 14
		SP:Iteration 72Q (14419.500000 sec): 3 clusters
  Score: Raw -908791.618365 + Penalty 4237.742221 = -904553.876144
  nChanged 3
		SP:Iteration 73Q (14419.720000 sec): 3 clusters
  Score: Raw -908794.165566 + Penalty 4237.742221 = -904556.423345
  nChanged 0
		SP:Iteration 74F (14419.860000 sec): 3 clusters
  Score: Raw -908794.165566 + Penalty 4237.742221 = -904556.423345
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14419.950000 sec): 2 clusters
  Score: Raw -60580.720432 + Penalty 1500.918114 = -59079.802318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14420.130000 sec): 3 clusters
  Score: Raw -60889.308272 + Penalty 3001.836228 = -57887.472044
  nChanged 93
		SP:Iteration 1F (14420.250000 sec): 3 clusters
  Score: Raw -61491.024293 + Penalty 3001.836228 = -58489.188065
  nChanged 46
		SP:Iteration 2F (14420.420000 sec): 3 clusters
  Score: Raw -61852.747106 + Penalty 3001.836228 = -58850.910878
  nChanged 15
		SP:Iteration 3Q (14420.570000 sec): 3 clusters
  Score: Raw -61935.938952 + Penalty 3001.836228 = -58934.102724
  nChanged 5
		SP:Iteration 4Q (14420.720000 sec): 3 clusters
  Score: Raw -61957.676133 + Penalty 3001.836228 = -58955.839905
  nChanged 2
		SP:Iteration 5Q (14420.860000 sec): 3 clusters
  Score: Raw -61967.379438 + Penalty 3001.836228 = -58965.543210
  nChanged 2
		SP:Iteration 6Q (14421.040000 sec): 3 clusters
  Score: Raw -61976.184944 + Penalty 3001.836228 = -58974.348716
  nChanged 1
		SP:Iteration 7Q (14421.190000 sec): 3 clusters
  Score: Raw -61978.908191 + Penalty 3001.836228 = -58977.071963
  nChanged 0
		SP:Iteration 8F (14421.300000 sec): 3 clusters
  Score: Raw -61978.908191 + Penalty 3001.836228 = -58977.071963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14421.380000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14421.500000 sec): 3 clusters
  Score: Raw -280207.782402 + Penalty 3634.904927 = -276572.877475
  nChanged 458
		SP:Iteration 1F (14421.620000 sec): 3 clusters
  Score: Raw -280619.693228 + Penalty 3634.904927 = -276984.788301
  nChanged 127
		SP:Iteration 2F (14421.760000 sec): 3 clusters
  Score: Raw -280733.451172 + Penalty 3634.904927 = -277098.546245
  nChanged 51
		SP:Iteration 3Q (14421.870000 sec): 3 clusters
  Score: Raw -280777.790190 + Penalty 3634.904927 = -277142.885263
  nChanged 40
		SP:Iteration 4Q (14422.060000 sec): 3 clusters
  Score: Raw -280812.199398 + Penalty 3634.904927 = -277177.294471
  nChanged 18
		SP:Iteration 5Q (14422.210000 sec): 3 clusters
  Score: Raw -280825.233680 + Penalty 3634.904927 = -277190.328753
  nChanged 12
		SP:Iteration 6Q (14422.370000 sec): 3 clusters
  Score: Raw -280833.390022 + Penalty 3634.904927 = -277198.485095
  nChanged 7
		SP:Iteration 7Q (14422.510000 sec): 3 clusters
  Score: Raw -280837.049204 + Penalty 3634.904927 = -277202.144277
  nChanged 9
		SP:Iteration 8Q (14422.600000 sec): 3 clusters
  Score: Raw -280845.444747 + Penalty 3634.904927 = -277210.539820
  nChanged 10
		SP:Iteration 9Q (14422.740000 sec): 3 clusters
  Score: Raw -280855.957049 + Penalty 3634.904927 = -277221.052122
  nChanged 9
		SP:Iteration 10Q (14422.870000 sec): 3 clusters
  Score: Raw -280865.567861 + Penalty 3634.904927 = -277230.662934
  nChanged 7
		SP:Iteration 11Q (14423.000000 sec): 3 clusters
  Score: Raw -280869.048519 + Penalty 3634.904927 = -277234.143592
  nChanged 2
		SP:Iteration 12Q (14423.140000 sec): 3 clusters
  Score: Raw -280869.771416 + Penalty 3634.904927 = -277234.866489
  nChanged 0
		SP:Iteration 13F (14423.270000 sec): 3 clusters
  Score: Raw -280869.771416 + Penalty 3634.904927 = -277234.866489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14423.370000 sec): 2 clusters
  Score: Raw -27686.925861 + Penalty 1372.280593 = -26314.645267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14423.470000 sec): 3 clusters
  Score: Raw -27913.278404 + Penalty 2744.561186 = -25168.717218
  nChanged 32
		SP:Iteration 1F (14423.640000 sec): 3 clusters
  Score: Raw -28012.328322 + Penalty 2744.561186 = -25267.767135
  nChanged 7
		SP:Iteration 2Q (14423.810000 sec): 3 clusters
  Score: Raw -28032.563117 + Penalty 2744.561186 = -25288.001931
  nChanged 4
		SP:Iteration 3Q (14423.890000 sec): 3 clusters
  Score: Raw -28052.593260 + Penalty 2744.561186 = -25308.032073
  nChanged 4
		SP:Iteration 4Q (14424.040000 sec): 3 clusters
  Score: Raw -28078.394355 + Penalty 2744.561186 = -25333.833169
  nChanged 2
		SP:Iteration 5Q (14424.170000 sec): 3 clusters
  Score: Raw -28086.919245 + Penalty 2744.561186 = -25342.358058
  nChanged 0
		SP:Iteration 6F (14424.300000 sec): 3 clusters
  Score: Raw -28086.919245 + Penalty 2744.561186 = -25342.358058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14424.400000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14424.480000 sec): 3 clusters
  Score: Raw -218657.951213 + Penalty 3502.847050 = -215155.104163
  nChanged 301
		SP:Iteration 1F (14424.700000 sec): 3 clusters
  Score: Raw -218963.719615 + Penalty 3502.847050 = -215460.872565
  nChanged 91
		SP:Iteration 2F (14424.830000 sec): 3 clusters
  Score: Raw -219104.190421 + Penalty 3502.847050 = -215601.343371
  nChanged 57
		SP:Iteration 3Q (14424.970000 sec): 3 clusters
  Score: Raw -219211.566294 + Penalty 3502.847050 = -215708.719244
  nChanged 59
		SP:Iteration 4F (14425.130000 sec): 3 clusters
  Score: Raw -219350.515260 + Penalty 3502.847050 = -215847.668211
  nChanged 57
		SP:Iteration 5Q (14425.320000 sec): 3 clusters
  Score: Raw -219473.365053 + Penalty 3502.847050 = -215970.518004
  nChanged 54
		SP:Iteration 6Q (14425.420000 sec): 3 clusters
  Score: Raw -219568.199593 + Penalty 3502.847050 = -216065.352544
  nChanged 39
		SP:Iteration 7Q (14425.550000 sec): 3 clusters
  Score: Raw -219631.888876 + Penalty 3502.847050 = -216129.041827
  nChanged 22
		SP:Iteration 8Q (14425.710000 sec): 3 clusters
  Score: Raw -219665.822238 + Penalty 3502.847050 = -216162.975188
  nChanged 26
		SP:Iteration 9Q (14425.840000 sec): 3 clusters
  Score: Raw -219697.725383 + Penalty 3502.847050 = -216194.878334
  nChanged 15
		SP:Iteration 10Q (14425.970000 sec): 3 clusters
  Score: Raw -219725.801913 + Penalty 3502.847050 = -216222.954863
  nChanged 13
		SP:Iteration 11Q (14426.160000 sec): 3 clusters
  Score: Raw -219744.110635 + Penalty 3502.847050 = -216241.263586
  nChanged 7
		SP:Iteration 12Q (14426.340000 sec): 3 clusters
  Score: Raw -219757.964327 + Penalty 3502.847050 = -216255.117277
  nChanged 10
		SP:Iteration 13Q (14426.460000 sec): 3 clusters
  Score: Raw -219770.000639 + Penalty 3502.847050 = -216267.153590
  nChanged 5
		SP:Iteration 14Q (14426.610000 sec): 3 clusters
  Score: Raw -219775.264410 + Penalty 3502.847050 = -216272.417361
  nChanged 3
		SP:Iteration 15Q (14426.740000 sec): 3 clusters
  Score: Raw -219778.442252 + Penalty 3502.847050 = -216275.595202
  nChanged 0
		SP:Iteration 16F (14426.880000 sec): 3 clusters
  Score: Raw -219778.442252 + Penalty 3502.847050 = -216275.595202
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14426.930000 sec): 2 clusters
  Score: Raw -15707.862044 + Penalty 1165.719131 = -14542.142913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14427.060000 sec): 3 clusters
  Score: Raw -16026.397178 + Penalty 2331.438261 = -13694.958917
  nChanged 4
		SP:Iteration 1Q (14427.180000 sec): 3 clusters
  Score: Raw -16068.873546 + Penalty 2331.438261 = -13737.435285
  nChanged 0
		SP:Iteration 2F (14427.310000 sec): 3 clusters
  Score: Raw -16068.873546 + Penalty 2331.438261 = -13737.435285
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14427.350000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14427.500000 sec): 3 clusters
  Score: Raw -35282.821141 + Penalty 2681.957199 = -32600.863942
  nChanged 23
		SP:Iteration 1F (14427.620000 sec): 3 clusters
  Score: Raw -35403.846008 + Penalty 2681.957199 = -32721.888810
  nChanged 6
		SP:Iteration 2Q (14427.760000 sec): 3 clusters
  Score: Raw -35544.983309 + Penalty 2681.957199 = -32863.026110
  nChanged 5
		SP:Iteration 3Q (14427.920000 sec): 3 clusters
  Score: Raw -35579.424358 + Penalty 2681.957199 = -32897.467159
  nChanged 4
		SP:Iteration 4Q (14428.020000 sec): 3 clusters
  Score: Raw -35602.721059 + Penalty 2681.957199 = -32920.763861
  nChanged 1
		SP:Iteration 5Q (14428.160000 sec): 3 clusters
  Score: Raw -35648.690434 + Penalty 2681.957199 = -32966.733235
  nChanged 1
		SP:Iteration 6Q (14428.350000 sec): 3 clusters
  Score: Raw -35719.098341 + Penalty 2681.957199 = -33037.141143
  nChanged 0
		SP:Iteration 7F (14428.440000 sec): 3 clusters
  Score: Raw -35719.098341 + Penalty 2681.957199 = -33037.141143
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14428.530000 sec): 2 clusters
  Score: Raw -50169.076272 + Penalty 1448.479131 = -48720.597141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14428.620000 sec): 3 clusters
  Score: Raw -50425.139850 + Penalty 2896.958262 = -47528.181588
  nChanged 81
		SP:Iteration 1F (14428.760000 sec): 3 clusters
  Score: Raw -50699.351969 + Penalty 2896.958262 = -47802.393707
  nChanged 27
		SP:Iteration 2F (14428.890000 sec): 3 clusters
  Score: Raw -50843.031421 + Penalty 2896.958262 = -47946.073159
  nChanged 12
		SP:Iteration 3Q (14428.980000 sec): 3 clusters
  Score: Raw -50952.533530 + Penalty 2896.958262 = -48055.575268
  nChanged 13
		SP:Iteration 4Q (14429.120000 sec): 3 clusters
  Score: Raw -51084.215992 + Penalty 2896.958262 = -48187.257729
  nChanged 6
		SP:Iteration 5Q (14429.200000 sec): 3 clusters
  Score: Raw -51132.573703 + Penalty 2896.958262 = -48235.615441
  nChanged 6
		SP:Iteration 6Q (14429.300000 sec): 3 clusters
  Score: Raw -51220.843605 + Penalty 2896.958262 = -48323.885343
  nChanged 1
		SP:Iteration 7Q (14429.420000 sec): 3 clusters
  Score: Raw -51249.616064 + Penalty 2896.958262 = -48352.657802
  nChanged 2
		SP:Iteration 8Q (14429.520000 sec): 3 clusters
  Score: Raw -51256.218963 + Penalty 2896.958262 = -48359.260701
  nChanged 0
		SP:Iteration 9F (14429.620000 sec): 3 clusters
  Score: Raw -51256.218963 + Penalty 2896.958262 = -48359.260701
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14429.770000 sec): 2 clusters
  Score: Raw -2510704.579690 + Penalty 2359.379022 = -2508345.200668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14430.070000 sec): 3 clusters
  Score: Raw -2503176.177810 + Penalty 4718.758043 = -2498457.419766
  nChanged 5809
		SP:Iteration 1F (14430.320000 sec): 3 clusters
  Score: Raw -2506318.078401 + Penalty 4718.758043 = -2501599.320358
  nChanged 756
		SP:Iteration 2F (14430.560000 sec): 3 clusters
  Score: Raw -2506617.228307 + Penalty 4718.758043 = -2501898.470264
  nChanged 598
		SP:Iteration 3Q (14430.820000 sec): 3 clusters
  Score: Raw -2506865.177778 + Penalty 4718.758043 = -2502146.419735
  nChanged 565
		SP:Iteration 4Q (14431.100000 sec): 3 clusters
  Score: Raw -2507093.115822 + Penalty 4718.758043 = -2502374.357779
  nChanged 495
		SP:Iteration 5Q (14431.360000 sec): 3 clusters
  Score: Raw -2507310.283183 + Penalty 4718.758043 = -2502591.525139
  nChanged 513
		SP:Iteration 6Q (14431.620000 sec): 3 clusters
  Score: Raw -2507552.969302 + Penalty 4718.758043 = -2502834.211258
  nChanged 501
		SP:Iteration 7Q (14431.910000 sec): 3 clusters
  Score: Raw -2507816.463010 + Penalty 4718.758043 = -2503097.704966
  nChanged 535
		SP:Iteration 8Q (14432.110000 sec): 3 clusters
  Score: Raw -2508094.952987 + Penalty 4718.758043 = -2503376.194944
  nChanged 529
		SP:Iteration 9Q (14432.340000 sec): 3 clusters
  Score: Raw -2508391.859845 + Penalty 4718.758043 = -2503673.101801
  nChanged 542
		SP:Iteration 10Q (14432.630000 sec): 3 clusters
  Score: Raw -2508681.433082 + Penalty 4718.758043 = -2503962.675039
  nChanged 483
		SP:Iteration 11Q (14432.880000 sec): 3 clusters
  Score: Raw -2508938.496572 + Penalty 4718.758043 = -2504219.738528
  nChanged 447
		SP:Iteration 12Q (14433.120000 sec): 3 clusters
  Score: Raw -2509166.851104 + Penalty 4718.758043 = -2504448.093060
  nChanged 366
		SP:Iteration 13Q (14433.390000 sec): 3 clusters
  Score: Raw -2509332.751669 + Penalty 4718.758043 = -2504613.993626
  nChanged 315
		SP:Iteration 14Q (14433.630000 sec): 3 clusters
  Score: Raw -2509466.578661 + Penalty 4718.758043 = -2504747.820618
  nChanged 270
		SP:Iteration 15Q (14433.840000 sec): 3 clusters
  Score: Raw -2509571.972868 + Penalty 4718.758043 = -2504853.214824
  nChanged 210
		SP:Iteration 16Q (14434.070000 sec): 3 clusters
  Score: Raw -2509643.603763 + Penalty 4718.758043 = -2504924.845719
  nChanged 176
		SP:Iteration 17Q (14434.300000 sec): 3 clusters
  Score: Raw -2509704.294901 + Penalty 4718.758043 = -2504985.536857
  nChanged 142
		SP:Iteration 18Q (14434.550000 sec): 3 clusters
  Score: Raw -2509752.242587 + Penalty 4718.758043 = -2505033.484544
  nChanged 133
		SP:Iteration 19Q (14434.780000 sec): 3 clusters
  Score: Raw -2509798.707019 + Penalty 4718.758043 = -2505079.948976
  nChanged 118
		SP:Iteration 20F (14435.020000 sec): 3 clusters
  Score: Raw -2509836.008724 + Penalty 4718.758043 = -2505117.250681
  nChanged 119
		SP:Iteration 21Q (14435.290000 sec): 3 clusters
  Score: Raw -2509876.472950 + Penalty 4718.758043 = -2505157.714906
  nChanged 120
		SP:Iteration 22Q (14435.610000 sec): 3 clusters
  Score: Raw -2509920.899664 + Penalty 4718.758043 = -2505202.141621
  nChanged 111
		SP:Iteration 23Q (14435.790000 sec): 3 clusters
  Score: Raw -2509960.242878 + Penalty 4718.758043 = -2505241.484835
  nChanged 115
		SP:Iteration 24Q (14436.050000 sec): 3 clusters
  Score: Raw -2510002.187545 + Penalty 4718.758043 = -2505283.429502
  nChanged 122
		SP:Iteration 25Q (14436.240000 sec): 3 clusters
  Score: Raw -2510041.783892 + Penalty 4718.758043 = -2505323.025848
  nChanged 113
		SP:Iteration 26Q (14436.510000 sec): 3 clusters
  Score: Raw -2510081.755588 + Penalty 4718.758043 = -2505362.997545
  nChanged 114
		SP:Iteration 27Q (14436.710000 sec): 3 clusters
  Score: Raw -2510121.922964 + Penalty 4718.758043 = -2505403.164920
  nChanged 91
		SP:Iteration 28Q (14436.940000 sec): 3 clusters
  Score: Raw -2510148.844444 + Penalty 4718.758043 = -2505430.086400
  nChanged 91
		SP:Iteration 29Q (14437.160000 sec): 3 clusters
  Score: Raw -2510181.214633 + Penalty 4718.758043 = -2505462.456589
  nChanged 82
		SP:Iteration 30Q (14437.420000 sec): 3 clusters
  Score: Raw -2510210.945671 + Penalty 4718.758043 = -2505492.187627
  nChanged 97
		SP:Iteration 31Q (14437.610000 sec): 3 clusters
  Score: Raw -2510242.110368 + Penalty 4718.758043 = -2505523.352324
  nChanged 87
		SP:Iteration 32Q (14437.810000 sec): 3 clusters
  Score: Raw -2510273.760548 + Penalty 4718.758043 = -2505555.002505
  nChanged 79
		SP:Iteration 33Q (14438.010000 sec): 3 clusters
  Score: Raw -2510300.884683 + Penalty 4718.758043 = -2505582.126640
  nChanged 73
		SP:Iteration 34Q (14438.230000 sec): 3 clusters
  Score: Raw -2510326.148178 + Penalty 4718.758043 = -2505607.390134
  nChanged 89
		SP:Iteration 35Q (14438.460000 sec): 3 clusters
  Score: Raw -2510351.272443 + Penalty 4718.758043 = -2505632.514399
  nChanged 58
		SP:Iteration 36Q (14438.730000 sec): 3 clusters
  Score: Raw -2510367.572298 + Penalty 4718.758043 = -2505648.814255
  nChanged 57
		SP:Iteration 37Q (14438.980000 sec): 3 clusters
  Score: Raw -2510383.834155 + Penalty 4718.758043 = -2505665.076111
  nChanged 60
		SP:Iteration 38Q (14439.230000 sec): 3 clusters
  Score: Raw -2510403.981489 + Penalty 4718.758043 = -2505685.223445
  nChanged 67
		SP:Iteration 39Q (14439.460000 sec): 3 clusters
  Score: Raw -2510428.801586 + Penalty 4718.758043 = -2505710.043542
  nChanged 67
		SP:Iteration 40F (14439.720000 sec): 3 clusters
  Score: Raw -2510450.795127 + Penalty 4718.758043 = -2505732.037084
  nChanged 59
		SP:Iteration 41Q (14439.940000 sec): 3 clusters
  Score: Raw -2510469.603774 + Penalty 4718.758043 = -2505750.845730
  nChanged 48
		SP:Iteration 42Q (14440.150000 sec): 3 clusters
  Score: Raw -2510483.634726 + Penalty 4718.758043 = -2505764.876683
  nChanged 45
		SP:Iteration 43Q (14440.390000 sec): 3 clusters
  Score: Raw -2510496.448314 + Penalty 4718.758043 = -2505777.690270
  nChanged 34
		SP:Iteration 44Q (14440.620000 sec): 3 clusters
  Score: Raw -2510506.090678 + Penalty 4718.758043 = -2505787.332634
  nChanged 45
		SP:Iteration 45Q (14440.840000 sec): 3 clusters
  Score: Raw -2510519.682574 + Penalty 4718.758043 = -2505800.924531
  nChanged 42
		SP:Iteration 46Q (14441.040000 sec): 3 clusters
  Score: Raw -2510532.112865 + Penalty 4718.758043 = -2505813.354822
  nChanged 42
		SP:Iteration 47Q (14441.250000 sec): 3 clusters
  Score: Raw -2510545.389782 + Penalty 4718.758043 = -2505826.631738
  nChanged 36
		SP:Iteration 48Q (14441.470000 sec): 3 clusters
  Score: Raw -2510555.803665 + Penalty 4718.758043 = -2505837.045622
  nChanged 35
		SP:Iteration 49Q (14441.740000 sec): 3 clusters
  Score: Raw -2510564.298549 + Penalty 4718.758043 = -2505845.540505
  nChanged 39
		SP:Iteration 50Q (14441.960000 sec): 3 clusters
  Score: Raw -2510576.438882 + Penalty 4718.758043 = -2505857.680838
  nChanged 45
		SP:Iteration 51Q (14442.150000 sec): 3 clusters
  Score: Raw -2510589.978538 + Penalty 4718.758043 = -2505871.220494
  nChanged 39
		SP:Iteration 52Q (14442.410000 sec): 3 clusters
  Score: Raw -2510603.300813 + Penalty 4718.758043 = -2505884.542769
  nChanged 48
		SP:Iteration 53Q (14442.630000 sec): 3 clusters
  Score: Raw -2510622.756673 + Penalty 4718.758043 = -2505903.998630
  nChanged 52
		SP:Iteration 54Q (14442.870000 sec): 3 clusters
  Score: Raw -2510641.713735 + Penalty 4718.758043 = -2505922.955692
  nChanged 57
		SP:Iteration 55Q (14443.130000 sec): 3 clusters
  Score: Raw -2510667.182386 + Penalty 4718.758043 = -2505948.424342
  nChanged 68
		SP:Iteration 56Q (14443.320000 sec): 3 clusters
  Score: Raw -2510695.447620 + Penalty 4718.758043 = -2505976.689576
  nChanged 60
		SP:Iteration 57Q (14443.570000 sec): 3 clusters
  Score: Raw -2510720.998397 + Penalty 4718.758043 = -2506002.240353
  nChanged 58
		SP:Iteration 58Q (14443.790000 sec): 3 clusters
  Score: Raw -2510749.942694 + Penalty 4718.758043 = -2506031.184651
  nChanged 48
		SP:Iteration 59Q (14444.030000 sec): 3 clusters
  Score: Raw -2510774.478885 + Penalty 4718.758043 = -2506055.720841
  nChanged 55
		SP:Iteration 60F (14444.330000 sec): 3 clusters
  Score: Raw -2510806.267102 + Penalty 4718.758043 = -2506087.509059
  nChanged 54
		SP:Iteration 61Q (14444.530000 sec): 3 clusters
  Score: Raw -2510830.395845 + Penalty 4718.758043 = -2506111.637801
  nChanged 49
		SP:Iteration 62Q (14444.770000 sec): 3 clusters
  Score: Raw -2510852.397291 + Penalty 4718.758043 = -2506133.639248
  nChanged 38
		SP:Iteration 63Q (14445.000000 sec): 3 clusters
  Score: Raw -2510868.406255 + Penalty 4718.758043 = -2506149.648212
  nChanged 34
		SP:Iteration 64Q (14445.230000 sec): 3 clusters
  Score: Raw -2510885.238437 + Penalty 4718.758043 = -2506166.480393
  nChanged 32
		SP:Iteration 65Q (14445.460000 sec): 3 clusters
  Score: Raw -2510905.407671 + Penalty 4718.758043 = -2506186.649628
  nChanged 34
		SP:Iteration 66Q (14445.730000 sec): 3 clusters
  Score: Raw -2510922.624990 + Penalty 4718.758043 = -2506203.866947
  nChanged 27
		SP:Iteration 67Q (14445.940000 sec): 3 clusters
  Score: Raw -2510938.598394 + Penalty 4718.758043 = -2506219.840350
  nChanged 31
		SP:Iteration 68Q (14446.130000 sec): 3 clusters
  Score: Raw -2510952.270913 + Penalty 4718.758043 = -2506233.512869
  nChanged 25
		SP:Iteration 69Q (14446.380000 sec): 3 clusters
  Score: Raw -2510963.271936 + Penalty 4718.758043 = -2506244.513892
  nChanged 18
		SP:Iteration 70Q (14446.580000 sec): 3 clusters
  Score: Raw -2510974.511924 + Penalty 4718.758043 = -2506255.753881
  nChanged 20
		SP:Iteration 71Q (14446.800000 sec): 3 clusters
  Score: Raw -2510986.544731 + Penalty 4718.758043 = -2506267.786687
  nChanged 19
		SP:Iteration 72Q (14447.010000 sec): 3 clusters
  Score: Raw -2511000.010771 + Penalty 4718.758043 = -2506281.252727
  nChanged 24
		SP:Iteration 73Q (14447.260000 sec): 3 clusters
  Score: Raw -2511014.309968 + Penalty 4718.758043 = -2506295.551925
  nChanged 22
		SP:Iteration 74Q (14447.470000 sec): 3 clusters
  Score: Raw -2511029.457524 + Penalty 4718.758043 = -2506310.699480
  nChanged 16
		SP:Iteration 75Q (14447.680000 sec): 3 clusters
  Score: Raw -2511041.161915 + Penalty 4718.758043 = -2506322.403871
  nChanged 17
		SP:Iteration 76Q (14447.940000 sec): 3 clusters
  Score: Raw -2511050.114926 + Penalty 4718.758043 = -2506331.356883
  nChanged 13
		SP:Iteration 77Q (14448.200000 sec): 3 clusters
  Score: Raw -2511057.633697 + Penalty 4718.758043 = -2506338.875653
  nChanged 10
		SP:Iteration 78Q (14448.410000 sec): 3 clusters
  Score: Raw -2511062.398542 + Penalty 4718.758043 = -2506343.640499
  nChanged 5
		SP:Iteration 79Q (14448.630000 sec): 3 clusters
  Score: Raw -2511065.384126 + Penalty 4718.758043 = -2506346.626083
  nChanged 3
		SP:Iteration 80F (14448.880000 sec): 3 clusters
  Score: Raw -2511066.741523 + Penalty 4718.758043 = -2506347.983479
  nChanged 4
		SP:Iteration 81Q (14449.080000 sec): 3 clusters
  Score: Raw -2511068.492342 + Penalty 4718.758043 = -2506349.734299
  nChanged 7
		SP:Iteration 82Q (14449.320000 sec): 3 clusters
  Score: Raw -2511073.310639 + Penalty 4718.758043 = -2506354.552596
  nChanged 8
		SP:Iteration 83Q (14449.530000 sec): 3 clusters
  Score: Raw -2511076.902228 + Penalty 4718.758043 = -2506358.144185
  nChanged 6
		SP:Iteration 84Q (14449.770000 sec): 3 clusters
  Score: Raw -2511079.797383 + Penalty 4718.758043 = -2506361.039340
  nChanged 5
		SP:Iteration 85Q (14450.020000 sec): 3 clusters
  Score: Raw -2511082.666253 + Penalty 4718.758043 = -2506363.908210
  nChanged 3
		SP:Iteration 86Q (14450.250000 sec): 3 clusters
  Score: Raw -2511083.481495 + Penalty 4718.758043 = -2506364.723452
  nChanged 3
		SP:Iteration 87Q (14450.500000 sec): 3 clusters
  Score: Raw -2511084.720745 + Penalty 4718.758043 = -2506365.962701
  nChanged 4
		SP:Iteration 88Q (14450.690000 sec): 3 clusters
  Score: Raw -2511086.612958 + Penalty 4718.758043 = -2506367.854914
  nChanged 5
		SP:Iteration 89Q (14450.890000 sec): 3 clusters
  Score: Raw -2511090.029630 + Penalty 4718.758043 = -2506371.271587
  nChanged 4
		SP:Iteration 90Q (14451.190000 sec): 3 clusters
  Score: Raw -2511092.578947 + Penalty 4718.758043 = -2506373.820903
  nChanged 2
		SP:Iteration 91Q (14451.390000 sec): 3 clusters
  Score: Raw -2511093.223638 + Penalty 4718.758043 = -2506374.465595
  nChanged 0
		SP:Iteration 92F (14451.580000 sec): 3 clusters
  Score: Raw -2511093.223638 + Penalty 4718.758043 = -2506374.465595
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14452.830000 sec): 2 clusters
  Score: Raw -37629732.555239 + Penalty 3039.541141 = -37626693.014098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14454.530000 sec): 3 clusters
  Score: Raw -37491814.417342 + Penalty 6079.082281 = -37485735.335061
  nChanged 101140
		SP:Iteration 1F (14456.050000 sec): 3 clusters
  Score: Raw -37551296.059757 + Penalty 6079.082281 = -37545216.977476
  nChanged 7511
		SP:Iteration 2Q (14457.800000 sec): 3 clusters
  Score: Raw -37553516.742447 + Penalty 6079.082281 = -37547437.660166
  nChanged 9568
		SP:Iteration 3Q (14459.640000 sec): 3 clusters
  Score: Raw -37557382.152156 + Penalty 6079.082281 = -37551303.069875
  nChanged 12369
		SP:Iteration 4F (14461.290000 sec): 3 clusters
  Score: Raw -37563958.911032 + Penalty 6079.082281 = -37557879.828751
  nChanged 15291
		SP:Iteration 5F (14462.910000 sec): 3 clusters
  Score: Raw -37574377.856327 + Penalty 6079.082281 = -37568298.774045
  nChanged 17500
		SP:Iteration 6F (14464.590000 sec): 3 clusters
  Score: Raw -37588895.264498 + Penalty 6079.082281 = -37582816.182216
  nChanged 17239
		SP:Iteration 7F (14466.170000 sec): 3 clusters
  Score: Raw -37605330.447701 + Penalty 6079.082281 = -37599251.365420
  nChanged 13535
		SP:Iteration 8F (14467.870000 sec): 3 clusters
  Score: Raw -37618853.143977 + Penalty 6079.082281 = -37612774.061696
  nChanged 7556
		SP:Iteration 9Q (14469.650000 sec): 3 clusters
  Score: Raw -37626132.751302 + Penalty 6079.082281 = -37620053.669021
  nChanged 2979
		SP:Iteration 10Q (14471.240000 sec): 3 clusters
  Score: Raw -37628801.114307 + Penalty 6079.082281 = -37622722.032026
  nChanged 851
		SP:Iteration 11Q (14472.740000 sec): 3 clusters
  Score: Raw -37629575.092274 + Penalty 6079.082281 = -37623496.009993
  nChanged 244
		SP:Iteration 12Q (14474.060000 sec): 3 clusters
  Score: Raw -37629842.309885 + Penalty 6079.082281 = -37623763.227603
  nChanged 77
		SP:Iteration 13Q (14475.390000 sec): 3 clusters
  Score: Raw -37629931.373985 + Penalty 6079.082281 = -37623852.291703
  nChanged 34
		SP:Iteration 14Q (14476.720000 sec): 3 clusters
  Score: Raw -37629971.201099 + Penalty 6079.082281 = -37623892.118818
  nChanged 17
		SP:Iteration 15Q (14478.190000 sec): 3 clusters
  Score: Raw -37629988.989386 + Penalty 6079.082281 = -37623909.907105
  nChanged 10
		SP:Iteration 16Q (14479.580000 sec): 3 clusters
  Score: Raw -37630000.391972 + Penalty 6079.082281 = -37623921.309691
  nChanged 10
		SP:Iteration 17Q (14480.980000 sec): 3 clusters
  Score: Raw -37630013.378713 + Penalty 6079.082281 = -37623934.296432
  nChanged 4
		SP:Iteration 18Q (14482.360000 sec): 3 clusters
  Score: Raw -37630017.722335 + Penalty 6079.082281 = -37623938.640054
  nChanged 3
		SP:Iteration 19Q (14483.950000 sec): 3 clusters
  Score: Raw -37630020.681380 + Penalty 6079.082281 = -37623941.599099
  nChanged 5
		SP:Iteration 20F (14485.450000 sec): 3 clusters
  Score: Raw -37630026.960689 + Penalty 6079.082281 = -37623947.878408
  nChanged 1
		SP:Iteration 21Q (14486.750000 sec): 3 clusters
  Score: Raw -37630027.700475 + Penalty 6079.082281 = -37623948.618193
  nChanged 1
		SP:Iteration 22Q (14488.200000 sec): 3 clusters
  Score: Raw -37630028.739699 + Penalty 6079.082281 = -37623949.657417
  nChanged 1
		SP:Iteration 23Q (14489.530000 sec): 3 clusters
  Score: Raw -37630029.426804 + Penalty 6079.082281 = -37623950.344523
  nChanged 0
		SP:Iteration 24F (14491.020000 sec): 3 clusters
  Score: Raw -37630029.426804 + Penalty 6079.082281 = -37623950.344523
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14491.220000 sec): 2 clusters
  Score: Raw -3605977.092601 + Penalty 2468.176683 = -3603508.915918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14491.600000 sec): 3 clusters
  Score: Raw -3593767.942934 + Penalty 4936.353366 = -3588831.589568
  nChanged 9276
		SP:Iteration 1F (14491.860000 sec): 3 clusters
  Score: Raw -3598907.660900 + Penalty 4936.353366 = -3593971.307534
  nChanged 1366
		SP:Iteration 2F (14492.120000 sec): 3 clusters
  Score: Raw -3599665.386423 + Penalty 4936.353366 = -3594729.033057
  nChanged 1386
		SP:Iteration 3F (14492.440000 sec): 3 clusters
  Score: Raw -3600754.364535 + Penalty 4936.353366 = -3595818.011169
  nChanged 1694
		SP:Iteration 4F (14492.720000 sec): 3 clusters
  Score: Raw -3602418.901113 + Penalty 4936.353366 = -3597482.547747
  nChanged 1757
		SP:Iteration 5F (14492.980000 sec): 3 clusters
  Score: Raw -3604252.776523 + Penalty 4936.353366 = -3599316.423157
  nChanged 1629
		SP:Iteration 6F (14493.260000 sec): 3 clusters
  Score: Raw -3605733.220380 + Penalty 4936.353366 = -3600796.867014
  nChanged 1242
		SP:Iteration 7F (14493.600000 sec): 3 clusters
  Score: Raw -3606539.229768 + Penalty 4936.353366 = -3601602.876402
  nChanged 850
		SP:Iteration 8Q (14493.880000 sec): 3 clusters
  Score: Raw -3606916.887849 + Penalty 4936.353366 = -3601980.534483
  nChanged 554
		SP:Iteration 9Q (14494.200000 sec): 3 clusters
  Score: Raw -3607093.394222 + Penalty 4936.353366 = -3602157.040856
  nChanged 410
		SP:Iteration 10Q (14494.510000 sec): 3 clusters
  Score: Raw -3607213.201584 + Penalty 4936.353366 = -3602276.848218
  nChanged 335
		SP:Iteration 11Q (14494.820000 sec): 3 clusters
  Score: Raw -3607303.747840 + Penalty 4936.353366 = -3602367.394474
  nChanged 296
		SP:Iteration 12Q (14495.140000 sec): 3 clusters
  Score: Raw -3607373.484884 + Penalty 4936.353366 = -3602437.131518
  nChanged 266
		SP:Iteration 13Q (14495.430000 sec): 3 clusters
  Score: Raw -3607432.656407 + Penalty 4936.353366 = -3602496.303041
  nChanged 247
		SP:Iteration 14Q (14495.720000 sec): 3 clusters
  Score: Raw -3607485.178798 + Penalty 4936.353366 = -3602548.825432
  nChanged 234
		SP:Iteration 15Q (14495.980000 sec): 3 clusters
  Score: Raw -3607535.803381 + Penalty 4936.353366 = -3602599.450015
  nChanged 254
		SP:Iteration 16Q (14496.330000 sec): 3 clusters
  Score: Raw -3607586.841618 + Penalty 4936.353366 = -3602650.488252
  nChanged 205
		SP:Iteration 17Q (14496.610000 sec): 3 clusters
  Score: Raw -3607623.898429 + Penalty 4936.353366 = -3602687.545063
  nChanged 185
		SP:Iteration 18Q (14496.920000 sec): 3 clusters
  Score: Raw -3607660.247907 + Penalty 4936.353366 = -3602723.894541
  nChanged 205
		SP:Iteration 19Q (14497.240000 sec): 3 clusters
  Score: Raw -3607700.534431 + Penalty 4936.353366 = -3602764.181066
  nChanged 223
		SP:Iteration 20F (14497.490000 sec): 3 clusters
  Score: Raw -3607748.474617 + Penalty 4936.353366 = -3602812.121251
  nChanged 219
		SP:Iteration 21Q (14497.760000 sec): 3 clusters
  Score: Raw -3607793.402109 + Penalty 4936.353366 = -3602857.048743
  nChanged 215
		SP:Iteration 22Q (14498.080000 sec): 3 clusters
  Score: Raw -3607836.613033 + Penalty 4936.353366 = -3602900.259668
  nChanged 209
		SP:Iteration 23Q (14498.370000 sec): 3 clusters
  Score: Raw -3607879.788757 + Penalty 4936.353366 = -3602943.435391
  nChanged 189
		SP:Iteration 24Q (14498.670000 sec): 3 clusters
  Score: Raw -3607916.186827 + Penalty 4936.353366 = -3602979.833461
  nChanged 188
		SP:Iteration 25Q (14498.930000 sec): 3 clusters
  Score: Raw -3607951.169400 + Penalty 4936.353366 = -3603014.816034
  nChanged 164
		SP:Iteration 26Q (14499.260000 sec): 3 clusters
  Score: Raw -3607978.743662 + Penalty 4936.353366 = -3603042.390296
  nChanged 133
		SP:Iteration 27Q (14499.590000 sec): 3 clusters
  Score: Raw -3608002.355229 + Penalty 4936.353366 = -3603066.001863
  nChanged 143
		SP:Iteration 28Q (14499.870000 sec): 3 clusters
  Score: Raw -3608025.726816 + Penalty 4936.353366 = -3603089.373450
  nChanged 126
		SP:Iteration 29Q (14500.180000 sec): 3 clusters
  Score: Raw -3608044.996947 + Penalty 4936.353366 = -3603108.643581
  nChanged 129
		SP:Iteration 30Q (14500.440000 sec): 3 clusters
  Score: Raw -3608066.272488 + Penalty 4936.353366 = -3603129.919122
  nChanged 109
		SP:Iteration 31Q (14500.770000 sec): 3 clusters
  Score: Raw -3608084.056511 + Penalty 4936.353366 = -3603147.703146
  nChanged 103
		SP:Iteration 32Q (14501.090000 sec): 3 clusters
  Score: Raw -3608102.056104 + Penalty 4936.353366 = -3603165.702738
  nChanged 105
		SP:Iteration 33Q (14501.350000 sec): 3 clusters
  Score: Raw -3608120.658901 + Penalty 4936.353366 = -3603184.305535
  nChanged 96
		SP:Iteration 34Q (14501.650000 sec): 3 clusters
  Score: Raw -3608136.472040 + Penalty 4936.353366 = -3603200.118674
  nChanged 91
		SP:Iteration 35Q (14501.960000 sec): 3 clusters
  Score: Raw -3608149.296093 + Penalty 4936.353366 = -3603212.942727
  nChanged 88
		SP:Iteration 36Q (14502.250000 sec): 3 clusters
  Score: Raw -3608162.614078 + Penalty 4936.353366 = -3603226.260712
  nChanged 75
		SP:Iteration 37Q (14502.570000 sec): 3 clusters
  Score: Raw -3608174.647969 + Penalty 4936.353366 = -3603238.294603
  nChanged 66
		SP:Iteration 38Q (14502.890000 sec): 3 clusters
  Score: Raw -3608184.285777 + Penalty 4936.353366 = -3603247.932411
  nChanged 63
		SP:Iteration 39Q (14503.210000 sec): 3 clusters
  Score: Raw -3608192.489380 + Penalty 4936.353366 = -3603256.136014
  nChanged 58
		SP:Iteration 40F (14503.490000 sec): 3 clusters
  Score: Raw -3608198.714984 + Penalty 4936.353366 = -3603262.361619
  nChanged 48
		SP:Iteration 41Q (14503.800000 sec): 3 clusters
  Score: Raw -3608204.738496 + Penalty 4936.353366 = -3603268.385130
  nChanged 52
		SP:Iteration 42Q (14504.120000 sec): 3 clusters
  Score: Raw -3608211.205701 + Penalty 4936.353366 = -3603274.852335
  nChanged 35
		SP:Iteration 43Q (14504.440000 sec): 3 clusters
  Score: Raw -3608214.997649 + Penalty 4936.353366 = -3603278.644284
  nChanged 37
		SP:Iteration 44Q (14504.760000 sec): 3 clusters
  Score: Raw -3608219.161633 + Penalty 4936.353366 = -3603282.808267
  nChanged 36
		SP:Iteration 45Q (14505.080000 sec): 3 clusters
  Score: Raw -3608223.313377 + Penalty 4936.353366 = -3603286.960011
  nChanged 42
		SP:Iteration 46Q (14505.440000 sec): 3 clusters
  Score: Raw -3608227.994020 + Penalty 4936.353366 = -3603291.640654
  nChanged 34
		SP:Iteration 47Q (14505.760000 sec): 3 clusters
  Score: Raw -3608230.895934 + Penalty 4936.353366 = -3603294.542568
  nChanged 22
		SP:Iteration 48Q (14506.070000 sec): 3 clusters
  Score: Raw -3608232.786612 + Penalty 4936.353366 = -3603296.433246
  nChanged 15
		SP:Iteration 49Q (14506.390000 sec): 3 clusters
  Score: Raw -3608234.193319 + Penalty 4936.353366 = -3603297.839953
  nChanged 18
		SP:Iteration 50Q (14506.660000 sec): 3 clusters
  Score: Raw -3608235.620796 + Penalty 4936.353366 = -3603299.267430
  nChanged 9
		SP:Iteration 51Q (14506.950000 sec): 3 clusters
  Score: Raw -3608236.401679 + Penalty 4936.353366 = -3603300.048313
  nChanged 8
		SP:Iteration 52Q (14507.250000 sec): 3 clusters
  Score: Raw -3608236.988563 + Penalty 4936.353366 = -3603300.635197
  nChanged 6
		SP:Iteration 53Q (14507.600000 sec): 3 clusters
  Score: Raw -3608237.534070 + Penalty 4936.353366 = -3603301.180704
  nChanged 8
		SP:Iteration 54Q (14507.880000 sec): 3 clusters
  Score: Raw -3608237.997493 + Penalty 4936.353366 = -3603301.644127
  nChanged 3
		SP:Iteration 55Q (14508.280000 sec): 3 clusters
  Score: Raw -3608238.177649 + Penalty 4936.353366 = -3603301.824283
  nChanged 5
		SP:Iteration 56Q (14508.530000 sec): 3 clusters
  Score: Raw -3608238.689536 + Penalty 4936.353366 = -3603302.336170
  nChanged 6
		SP:Iteration 57Q (14508.900000 sec): 3 clusters
  Score: Raw -3608239.584603 + Penalty 4936.353366 = -3603303.231237
  nChanged 8
		SP:Iteration 58Q (14509.280000 sec): 3 clusters
  Score: Raw -3608240.263047 + Penalty 4936.353366 = -3603303.909681
  nChanged 2
		SP:Iteration 59Q (14509.600000 sec): 3 clusters
  Score: Raw -3608240.380056 + Penalty 4936.353366 = -3603304.026690
  nChanged 2
		SP:Iteration 60F (14509.970000 sec): 3 clusters
  Score: Raw -3608240.513686 + Penalty 4936.353366 = -3603304.160320
  nChanged 2
		SP:Iteration 61Q (14510.300000 sec): 3 clusters
  Score: Raw -3608240.651587 + Penalty 4936.353366 = -3603304.298221
  nChanged 4
		SP:Iteration 62Q (14510.570000 sec): 3 clusters
  Score: Raw -3608240.982717 + Penalty 4936.353366 = -3603304.629351
  nChanged 6
		SP:Iteration 63Q (14510.910000 sec): 3 clusters
  Score: Raw -3608241.325484 + Penalty 4936.353366 = -3603304.972118
  nChanged 7
		SP:Iteration 64Q (14511.210000 sec): 3 clusters
  Score: Raw -3608241.739267 + Penalty 4936.353366 = -3603305.385901
  nChanged 6
		SP:Iteration 65Q (14511.580000 sec): 3 clusters
  Score: Raw -3608242.246371 + Penalty 4936.353366 = -3603305.893005
  nChanged 7
		SP:Iteration 66Q (14511.920000 sec): 3 clusters
  Score: Raw -3608242.850652 + Penalty 4936.353366 = -3603306.497286
  nChanged 7
		SP:Iteration 67Q (14512.210000 sec): 3 clusters
  Score: Raw -3608243.493245 + Penalty 4936.353366 = -3603307.139879
  nChanged 5
		SP:Iteration 68Q (14512.540000 sec): 3 clusters
  Score: Raw -3608244.131222 + Penalty 4936.353366 = -3603307.777856
  nChanged 5
		SP:Iteration 69Q (14512.890000 sec): 3 clusters
  Score: Raw -3608244.379905 + Penalty 4936.353366 = -3603308.026539
  nChanged 2
		SP:Iteration 70Q (14513.220000 sec): 3 clusters
  Score: Raw -3608244.514125 + Penalty 4936.353366 = -3603308.160759
  nChanged 3
		SP:Iteration 71Q (14513.520000 sec): 3 clusters
  Score: Raw -3608244.840326 + Penalty 4936.353366 = -3603308.486960
  nChanged 4
		SP:Iteration 72Q (14513.860000 sec): 3 clusters
  Score: Raw -3608245.372309 + Penalty 4936.353366 = -3603309.018943
  nChanged 5
		SP:Iteration 73Q (14514.130000 sec): 3 clusters
  Score: Raw -3608245.832596 + Penalty 4936.353366 = -3603309.479230
  nChanged 5
		SP:Iteration 74Q (14514.430000 sec): 3 clusters
  Score: Raw -3608246.131504 + Penalty 4936.353366 = -3603309.778138
  nChanged 5
		SP:Iteration 75Q (14514.780000 sec): 3 clusters
  Score: Raw -3608246.463402 + Penalty 4936.353366 = -3603310.110036
  nChanged 3
		SP:Iteration 76Q (14515.110000 sec): 3 clusters
  Score: Raw -3608246.663116 + Penalty 4936.353366 = -3603310.309751
  nChanged 2
		SP:Iteration 77Q (14515.370000 sec): 3 clusters
  Score: Raw -3608246.799693 + Penalty 4936.353366 = -3603310.446327
  nChanged 2
		SP:Iteration 78Q (14515.700000 sec): 3 clusters
  Score: Raw -3608246.904016 + Penalty 4936.353366 = -3603310.550650
  nChanged 1
		SP:Iteration 79Q (14515.990000 sec): 3 clusters
  Score: Raw -3608246.990128 + Penalty 4936.353366 = -3603310.636762
  nChanged 1
		SP:Iteration 80F (14516.340000 sec): 3 clusters
  Score: Raw -3608247.112700 + Penalty 4936.353366 = -3603310.759334
  nChanged 2
		SP:Iteration 81Q (14516.590000 sec): 3 clusters
  Score: Raw -3608247.174581 + Penalty 4936.353366 = -3603310.821215
  nChanged 0
		SP:Iteration 82F (14516.930000 sec): 3 clusters
  Score: Raw -3608247.174581 + Penalty 4936.353366 = -3603310.821215
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14517.580000 sec): 2 clusters
  Score: Raw -17112311.871726 + Penalty 2845.270172 = -17109466.601554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14518.410000 sec): 3 clusters
  Score: Raw -17050856.914172 + Penalty 5690.540345 = -17045166.373827
  nChanged 45202
		SP:Iteration 1F (14519.260000 sec): 3 clusters
  Score: Raw -17076434.925803 + Penalty 5690.540345 = -17070744.385458
  nChanged 2791
		SP:Iteration 2Q (14520.140000 sec): 3 clusters
  Score: Raw -17077027.533387 + Penalty 5690.540345 = -17071336.993043
  nChanged 2901
		SP:Iteration 3Q (14520.950000 sec): 3 clusters
  Score: Raw -17077688.743677 + Penalty 5690.540345 = -17071998.203332
  nChanged 2936
		SP:Iteration 4Q (14521.840000 sec): 3 clusters
  Score: Raw -17078437.351880 + Penalty 5690.540345 = -17072746.811535
  nChanged 3147
		SP:Iteration 5Q (14522.650000 sec): 3 clusters
  Score: Raw -17079343.325757 + Penalty 5690.540345 = -17073652.785413
  nChanged 3348
		SP:Iteration 6Q (14523.460000 sec): 3 clusters
  Score: Raw -17080538.666697 + Penalty 5690.540345 = -17074848.126353
  nChanged 3853
		SP:Iteration 7Q (14524.340000 sec): 3 clusters
  Score: Raw -17082242.696509 + Penalty 5690.540345 = -17076552.156165
  nChanged 4515
		SP:Iteration 8Q (14525.330000 sec): 3 clusters
  Score: Raw -17084720.073198 + Penalty 5690.540345 = -17079029.532853
  nChanged 5182
		SP:Iteration 9F (14526.330000 sec): 3 clusters
  Score: Raw -17088209.132244 + Penalty 5690.540345 = -17082518.591899
  nChanged 5588
		SP:Iteration 10F (14527.300000 sec): 3 clusters
  Score: Raw -17092102.365390 + Penalty 5690.540345 = -17086411.825046
  nChanged 5218
		SP:Iteration 11F (14528.250000 sec): 3 clusters
  Score: Raw -17095100.018195 + Penalty 5690.540345 = -17089409.477851
  nChanged 3875
		SP:Iteration 12Q (14529.250000 sec): 3 clusters
  Score: Raw -17096631.686834 + Penalty 5690.540345 = -17090941.146489
  nChanged 2570
		SP:Iteration 13Q (14530.070000 sec): 3 clusters
  Score: Raw -17097361.468249 + Penalty 5690.540345 = -17091670.927905
  nChanged 1887
		SP:Iteration 14Q (14530.810000 sec): 3 clusters
  Score: Raw -17097886.017173 + Penalty 5690.540345 = -17092195.476828
  nChanged 1767
		SP:Iteration 15Q (14531.690000 sec): 3 clusters
  Score: Raw -17098415.071337 + Penalty 5690.540345 = -17092724.530993
  nChanged 1806
		SP:Iteration 16Q (14532.420000 sec): 3 clusters
  Score: Raw -17098979.221392 + Penalty 5690.540345 = -17093288.681047
  nChanged 1814
		SP:Iteration 17Q (14533.210000 sec): 3 clusters
  Score: Raw -17099583.200020 + Penalty 5690.540345 = -17093892.659675
  nChanged 1928
		SP:Iteration 18Q (14534.020000 sec): 3 clusters
  Score: Raw -17100289.131914 + Penalty 5690.540345 = -17094598.591569
  nChanged 1983
		SP:Iteration 19Q (14534.760000 sec): 3 clusters
  Score: Raw -17101084.463569 + Penalty 5690.540345 = -17095393.923224
  nChanged 2086
		SP:Iteration 20F (14535.560000 sec): 3 clusters
  Score: Raw -17102001.168427 + Penalty 5690.540345 = -17096310.628082
  nChanged 2083
		SP:Iteration 21Q (14536.310000 sec): 3 clusters
  Score: Raw -17102984.244194 + Penalty 5690.540345 = -17097293.703849
  nChanged 2107
		SP:Iteration 22Q (14537.060000 sec): 3 clusters
  Score: Raw -17104093.782022 + Penalty 5690.540345 = -17098403.241678
  nChanged 2093
		SP:Iteration 23Q (14537.780000 sec): 3 clusters
  Score: Raw -17105305.546564 + Penalty 5690.540345 = -17099615.006220
  nChanged 2061
		SP:Iteration 24Q (14538.500000 sec): 3 clusters
  Score: Raw -17106622.867934 + Penalty 5690.540345 = -17100932.327590
  nChanged 1904
		SP:Iteration 25Q (14539.190000 sec): 3 clusters
  Score: Raw -17107933.938480 + Penalty 5690.540345 = -17102243.398135
  nChanged 1618
		SP:Iteration 26Q (14539.910000 sec): 3 clusters
  Score: Raw -17109081.930058 + Penalty 5690.540345 = -17103391.389713
  nChanged 1331
		SP:Iteration 27Q (14540.610000 sec): 3 clusters
  Score: Raw -17110045.802092 + Penalty 5690.540345 = -17104355.261747
  nChanged 1064
		SP:Iteration 28Q (14541.270000 sec): 3 clusters
  Score: Raw -17110836.792256 + Penalty 5690.540345 = -17105146.251912
  nChanged 767
		SP:Iteration 29Q (14541.870000 sec): 3 clusters
  Score: Raw -17111349.438914 + Penalty 5690.540345 = -17105658.898569
  nChanged 525
		SP:Iteration 30Q (14542.530000 sec): 3 clusters
  Score: Raw -17111675.846974 + Penalty 5690.540345 = -17105985.306630
  nChanged 401
		SP:Iteration 31Q (14543.200000 sec): 3 clusters
  Score: Raw -17111930.745542 + Penalty 5690.540345 = -17106240.205197
  nChanged 285
		SP:Iteration 32Q (14543.870000 sec): 3 clusters
  Score: Raw -17112114.456064 + Penalty 5690.540345 = -17106423.915719
  nChanged 217
		SP:Iteration 33Q (14544.550000 sec): 3 clusters
  Score: Raw -17112245.358241 + Penalty 5690.540345 = -17106554.817897
  nChanged 146
		SP:Iteration 34Q (14545.300000 sec): 3 clusters
  Score: Raw -17112339.641137 + Penalty 5690.540345 = -17106649.100792
  nChanged 135
		SP:Iteration 35Q (14545.990000 sec): 3 clusters
  Score: Raw -17112417.431039 + Penalty 5690.540345 = -17106726.890694
  nChanged 81
		SP:Iteration 36Q (14546.650000 sec): 3 clusters
  Score: Raw -17112462.835861 + Penalty 5690.540345 = -17106772.295516
  nChanged 63
		SP:Iteration 37Q (14547.320000 sec): 3 clusters
  Score: Raw -17112501.591379 + Penalty 5690.540345 = -17106811.051034
  nChanged 61
		SP:Iteration 38Q (14547.940000 sec): 3 clusters
  Score: Raw -17112535.771666 + Penalty 5690.540345 = -17106845.231321
  nChanged 45
		SP:Iteration 39Q (14548.600000 sec): 3 clusters
  Score: Raw -17112556.811981 + Penalty 5690.540345 = -17106866.271636
  nChanged 38
		SP:Iteration 40F (14549.320000 sec): 3 clusters
  Score: Raw -17112574.320474 + Penalty 5690.540345 = -17106883.780129
  nChanged 32
		SP:Iteration 41Q (14550.030000 sec): 3 clusters
  Score: Raw -17112591.993309 + Penalty 5690.540345 = -17106901.452965
  nChanged 24
		SP:Iteration 42Q (14550.580000 sec): 3 clusters
  Score: Raw -17112605.729307 + Penalty 5690.540345 = -17106915.188963
  nChanged 26
		SP:Iteration 43Q (14551.190000 sec): 3 clusters
  Score: Raw -17112617.874689 + Penalty 5690.540345 = -17106927.334344
  nChanged 19
		SP:Iteration 44Q (14551.830000 sec): 3 clusters
  Score: Raw -17112628.389979 + Penalty 5690.540345 = -17106937.849634
  nChanged 23
		SP:Iteration 45Q (14552.470000 sec): 3 clusters
  Score: Raw -17112640.828551 + Penalty 5690.540345 = -17106950.288206
  nChanged 16
		SP:Iteration 46Q (14553.150000 sec): 3 clusters
  Score: Raw -17112648.810888 + Penalty 5690.540345 = -17106958.270543
  nChanged 18
		SP:Iteration 47Q (14553.840000 sec): 3 clusters
  Score: Raw -17112660.783694 + Penalty 5690.540345 = -17106970.243349
  nChanged 19
		SP:Iteration 48Q (14554.460000 sec): 3 clusters
  Score: Raw -17112672.420443 + Penalty 5690.540345 = -17106981.880099
  nChanged 23
		SP:Iteration 49Q (14555.070000 sec): 3 clusters
  Score: Raw -17112689.616790 + Penalty 5690.540345 = -17106999.076445
  nChanged 25
		SP:Iteration 50Q (14555.650000 sec): 3 clusters
  Score: Raw -17112702.114034 + Penalty 5690.540345 = -17107011.573689
  nChanged 21
		SP:Iteration 51Q (14556.350000 sec): 3 clusters
  Score: Raw -17112714.143995 + Penalty 5690.540345 = -17107023.603651
  nChanged 16
		SP:Iteration 52Q (14556.980000 sec): 3 clusters
  Score: Raw -17112721.515809 + Penalty 5690.540345 = -17107030.975464
  nChanged 6
		SP:Iteration 53Q (14557.580000 sec): 3 clusters
  Score: Raw -17112724.153710 + Penalty 5690.540345 = -17107033.613365
  nChanged 6
		SP:Iteration 54Q (14558.220000 sec): 3 clusters
  Score: Raw -17112726.300961 + Penalty 5690.540345 = -17107035.760616
  nChanged 3
		SP:Iteration 55Q (14558.940000 sec): 3 clusters
  Score: Raw -17112727.141623 + Penalty 5690.540345 = -17107036.601278
  nChanged 4
		SP:Iteration 56Q (14559.720000 sec): 3 clusters
  Score: Raw -17112728.242992 + Penalty 5690.540345 = -17107037.702647
  nChanged 0
		SP:Iteration 57F (14560.500000 sec): 3 clusters
  Score: Raw -17112728.242992 + Penalty 5690.540345 = -17107037.702647
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14560.590000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14560.730000 sec): 3 clusters
  Score: Raw -82606.713615 + Penalty 3110.410262 = -79496.303353
  nChanged 100
		SP:Iteration 1F (14560.870000 sec): 3 clusters
  Score: Raw -82840.706571 + Penalty 3110.410262 = -79730.296309
  nChanged 23
		SP:Iteration 2Q (14561.020000 sec): 3 clusters
  Score: Raw -82912.426704 + Penalty 3110.410262 = -79802.016442
  nChanged 20
		SP:Iteration 3Q (14561.160000 sec): 3 clusters
  Score: Raw -82970.532350 + Penalty 3110.410262 = -79860.122088
  nChanged 16
		SP:Iteration 4Q (14561.300000 sec): 3 clusters
  Score: Raw -83014.248375 + Penalty 3110.410262 = -79903.838113
  nChanged 9
		SP:Iteration 5Q (14561.450000 sec): 3 clusters
  Score: Raw -83035.004015 + Penalty 3110.410262 = -79924.593753
  nChanged 3
		SP:Iteration 6Q (14561.590000 sec): 3 clusters
  Score: Raw -83041.446184 + Penalty 3110.410262 = -79931.035922
  nChanged 3
		SP:Iteration 7Q (14561.730000 sec): 3 clusters
  Score: Raw -83050.234069 + Penalty 3110.410262 = -79939.823807
  nChanged 3
		SP:Iteration 8Q (14561.880000 sec): 3 clusters
  Score: Raw -83060.613474 + Penalty 3110.410262 = -79950.203212
  nChanged 2
		SP:Iteration 9Q (14562.020000 sec): 3 clusters
  Score: Raw -83066.488421 + Penalty 3110.410262 = -79956.078159
  nChanged 1
		SP:Iteration 10Q (14562.170000 sec): 3 clusters
  Score: Raw -83068.373812 + Penalty 3110.410262 = -79957.963550
  nChanged 1
		SP:Iteration 11Q (14562.320000 sec): 3 clusters
  Score: Raw -83070.776440 + Penalty 3110.410262 = -79960.366178
  nChanged 0
		SP:Iteration 12F (14562.450000 sec): 3 clusters
  Score: Raw -83070.776440 + Penalty 3110.410262 = -79960.366178
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14562.530000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14562.670000 sec): 3 clusters
  Score: Raw -34415.920386 + Penalty 2645.028521 = -31770.891865
  nChanged 21
		SP:Iteration 1F (14562.810000 sec): 3 clusters
  Score: Raw -34490.430244 + Penalty 2645.028521 = -31845.401723
  nChanged 5
		SP:Iteration 2Q (14562.960000 sec): 3 clusters
  Score: Raw -34521.693136 + Penalty 2645.028521 = -31876.664615
  nChanged 4
		SP:Iteration 3Q (14563.100000 sec): 3 clusters
  Score: Raw -34532.365026 + Penalty 2645.028521 = -31887.336504
  nChanged 2
		SP:Iteration 4Q (14563.250000 sec): 3 clusters
  Score: Raw -34535.790682 + Penalty 2645.028521 = -31890.762161
  nChanged 2
		SP:Iteration 5Q (14563.390000 sec): 3 clusters
  Score: Raw -34545.187946 + Penalty 2645.028521 = -31900.159424
  nChanged 2
		SP:Iteration 6Q (14563.530000 sec): 3 clusters
  Score: Raw -34558.203066 + Penalty 2645.028521 = -31913.174545
  nChanged 0
		SP:Iteration 7F (14563.670000 sec): 3 clusters
  Score: Raw -34558.203066 + Penalty 2645.028521 = -31913.174545
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14563.750000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14563.890000 sec): 3 clusters
  Score: Raw -18236.386397 + Penalty 2331.438261 = -15904.948136
  nChanged 1
		SP:Iteration 1Q (14564.030000 sec): 3 clusters
  Score: Raw -18245.619010 + Penalty 2331.438261 = -15914.180749
  nChanged 0
		SP:Iteration 2F (14564.180000 sec): 3 clusters
  Score: Raw -18245.619010 + Penalty 2331.438261 = -15914.180749
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14564.250000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14564.390000 sec): 3 clusters
  Score: Raw -79080.703014 + Penalty 3061.163496 = -76019.539518
  nChanged 69
		SP:Iteration 1F (14564.600000 sec): 3 clusters
  Score: Raw -79228.366037 + Penalty 3061.163496 = -76167.202541
  nChanged 20
		SP:Iteration 2Q (14564.800000 sec): 3 clusters
  Score: Raw -79271.725870 + Penalty 3061.163496 = -76210.562374
  nChanged 7
		SP:Iteration 3Q (14565.020000 sec): 3 clusters
  Score: Raw -79287.646082 + Penalty 3061.163496 = -76226.482585
  nChanged 4
		SP:Iteration 4Q (14565.170000 sec): 3 clusters
  Score: Raw -79297.411460 + Penalty 3061.163496 = -76236.247964
  nChanged 1
		SP:Iteration 5Q (14565.350000 sec): 3 clusters
  Score: Raw -79299.804082 + Penalty 3061.163496 = -76238.640586
  nChanged 1
		SP:Iteration 6Q (14565.490000 sec): 3 clusters
  Score: Raw -79303.575750 + Penalty 3061.163496 = -76242.412253
  nChanged 1
		SP:Iteration 7Q (14565.690000 sec): 3 clusters
  Score: Raw -79307.696047 + Penalty 3061.163496 = -76246.532550
  nChanged 1
		SP:Iteration 8Q (14565.830000 sec): 3 clusters
  Score: Raw -79308.677203 + Penalty 3061.163496 = -76247.513707
  nChanged 0
		SP:Iteration 9F (14566.010000 sec): 3 clusters
  Score: Raw -79308.677203 + Penalty 3061.163496 = -76247.513707
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14566.070000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14566.270000 sec): 3 clusters
  Score: Raw -128787.649010 + Penalty 3282.894536 = -125504.754474
  nChanged 158
		SP:Iteration 1F (14566.400000 sec): 3 clusters
  Score: Raw -129036.042479 + Penalty 3282.894536 = -125753.147944
  nChanged 46
		SP:Iteration 2F (14566.570000 sec): 3 clusters
  Score: Raw -129111.822954 + Penalty 3282.894536 = -125828.928419
  nChanged 27
		SP:Iteration 3Q (14566.710000 sec): 3 clusters
  Score: Raw -129178.640344 + Penalty 3282.894536 = -125895.745808
  nChanged 17
		SP:Iteration 4Q (14566.850000 sec): 3 clusters
  Score: Raw -129208.656148 + Penalty 3282.894536 = -125925.761612
  nChanged 9
		SP:Iteration 5Q (14567.050000 sec): 3 clusters
  Score: Raw -129223.691805 + Penalty 3282.894536 = -125940.797269
  nChanged 7
		SP:Iteration 6Q (14567.180000 sec): 3 clusters
  Score: Raw -129233.226103 + Penalty 3282.894536 = -125950.331567
  nChanged 2
		SP:Iteration 7Q (14567.400000 sec): 3 clusters
  Score: Raw -129237.124149 + Penalty 3282.894536 = -125954.229613
  nChanged 3
		SP:Iteration 8Q (14567.590000 sec): 3 clusters
  Score: Raw -129246.513629 + Penalty 3282.894536 = -125963.619093
  nChanged 6
		SP:Iteration 9Q (14567.770000 sec): 3 clusters
  Score: Raw -129254.323920 + Penalty 3282.894536 = -125971.429384
  nChanged 6
		SP:Iteration 10Q (14568.000000 sec): 3 clusters
  Score: Raw -129266.585160 + Penalty 3282.894536 = -125983.690624
  nChanged 4
		SP:Iteration 11Q (14568.140000 sec): 3 clusters
  Score: Raw -129280.623961 + Penalty 3282.894536 = -125997.729425
  nChanged 5
		SP:Iteration 12Q (14568.300000 sec): 3 clusters
  Score: Raw -129292.111663 + Penalty 3282.894536 = -126009.217127
  nChanged 5
		SP:Iteration 13Q (14568.490000 sec): 3 clusters
  Score: Raw -129310.278752 + Penalty 3282.894536 = -126027.384216
  nChanged 3
		SP:Iteration 14Q (14568.660000 sec): 3 clusters
  Score: Raw -129315.578163 + Penalty 3282.894536 = -126032.683628
  nChanged 3
		SP:Iteration 15Q (14568.900000 sec): 3 clusters
  Score: Raw -129320.885881 + Penalty 3282.894536 = -126037.991345
  nChanged 5
		SP:Iteration 16Q (14569.050000 sec): 3 clusters
  Score: Raw -129329.453247 + Penalty 3282.894536 = -126046.558711
  nChanged 4
		SP:Iteration 17Q (14569.260000 sec): 3 clusters
  Score: Raw -129335.091072 + Penalty 3282.894536 = -126052.196536
  nChanged 3
		SP:Iteration 18Q (14569.450000 sec): 3 clusters
  Score: Raw -129338.832604 + Penalty 3282.894536 = -126055.938069
  nChanged 1
		SP:Iteration 19Q (14569.610000 sec): 3 clusters
  Score: Raw -129341.441207 + Penalty 3282.894536 = -126058.546672
  nChanged 1
		SP:Iteration 20F (14569.790000 sec): 3 clusters
  Score: Raw -129344.947150 + Penalty 3282.894536 = -126062.052614
  nChanged 1
		SP:Iteration 21Q (14569.950000 sec): 3 clusters
  Score: Raw -129346.832589 + Penalty 3282.894536 = -126063.938053
  nChanged 1
		SP:Iteration 22Q (14570.100000 sec): 3 clusters
  Score: Raw -129348.034112 + Penalty 3282.894536 = -126065.139576
  nChanged 0
		SP:Iteration 23F (14570.270000 sec): 3 clusters
  Score: Raw -129348.034112 + Penalty 3282.894536 = -126065.139576
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14570.350000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14570.520000 sec): 3 clusters
  Score: Raw -20245.564698 + Penalty 2622.980447 = -17622.584251
  nChanged 29
		SP:Iteration 1F (14570.680000 sec): 3 clusters
  Score: Raw -20367.907804 + Penalty 2622.980447 = -17744.927356
  nChanged 6
		SP:Iteration 2Q (14570.830000 sec): 3 clusters
  Score: Raw -20394.482626 + Penalty 2622.980447 = -17771.502179
  nChanged 6
		SP:Iteration 3Q (14570.990000 sec): 3 clusters
  Score: Raw -20418.174365 + Penalty 2622.980447 = -17795.193917
  nChanged 0
		SP:Iteration 4F (14571.160000 sec): 3 clusters
  Score: Raw -20418.174365 + Penalty 2622.980447 = -17795.193917
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14571.270000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14571.440000 sec): 3 clusters
  Score: Raw -134588.780696 + Penalty 3290.125943 = -131298.654753
  nChanged 155
		SP:Iteration 1F (14571.570000 sec): 3 clusters
  Score: Raw -134798.714304 + Penalty 3290.125943 = -131508.588361
  nChanged 48
		SP:Iteration 2F (14571.700000 sec): 3 clusters
  Score: Raw -134868.066259 + Penalty 3290.125943 = -131577.940316
  nChanged 21
		SP:Iteration 3Q (14571.870000 sec): 3 clusters
  Score: Raw -134901.010402 + Penalty 3290.125943 = -131610.884459
  nChanged 10
		SP:Iteration 4Q (14571.970000 sec): 3 clusters
  Score: Raw -134918.534438 + Penalty 3290.125943 = -131628.408495
  nChanged 8
		SP:Iteration 5Q (14572.100000 sec): 3 clusters
  Score: Raw -134934.689884 + Penalty 3290.125943 = -131644.563941
  nChanged 5
		SP:Iteration 6Q (14572.230000 sec): 3 clusters
  Score: Raw -134942.868317 + Penalty 3290.125943 = -131652.742374
  nChanged 3
		SP:Iteration 7Q (14572.370000 sec): 3 clusters
  Score: Raw -134950.418925 + Penalty 3290.125943 = -131660.292982
  nChanged 6
		SP:Iteration 8Q (14572.460000 sec): 3 clusters
  Score: Raw -134959.333374 + Penalty 3290.125943 = -131669.207431
  nChanged 4
		SP:Iteration 9Q (14572.630000 sec): 3 clusters
  Score: Raw -134965.999022 + Penalty 3290.125943 = -131675.873079
  nChanged 3
		SP:Iteration 10Q (14572.760000 sec): 3 clusters
  Score: Raw -134969.440224 + Penalty 3290.125943 = -131679.314281
  nChanged 1
		SP:Iteration 11Q (14572.930000 sec): 3 clusters
  Score: Raw -134969.816771 + Penalty 3290.125943 = -131679.690828
  nChanged 0
		SP:Iteration 12F (14573.070000 sec): 3 clusters
  Score: Raw -134969.816771 + Penalty 3290.125943 = -131679.690828
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14573.140000 sec): 2 clusters
  Score: Raw -270482.291717 + Penalty 1823.087240 = -268659.204477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14573.290000 sec): 3 clusters
  Score: Raw -270003.270217 + Penalty 3646.174480 = -266357.095737
  nChanged 497
		SP:Iteration 1F (14573.420000 sec): 3 clusters
  Score: Raw -270496.641414 + Penalty 3646.174480 = -266850.466934
  nChanged 133
		SP:Iteration 2F (14573.510000 sec): 3 clusters
  Score: Raw -270681.440371 + Penalty 3646.174480 = -267035.265890
  nChanged 80
		SP:Iteration 3F (14573.680000 sec): 3 clusters
  Score: Raw -270813.115059 + Penalty 3646.174480 = -267166.940578
  nChanged 74
		SP:Iteration 4Q (14573.850000 sec): 3 clusters
  Score: Raw -270920.296959 + Penalty 3646.174480 = -267274.122479
  nChanged 63
		SP:Iteration 5Q (14574.030000 sec): 3 clusters
  Score: Raw -271013.457753 + Penalty 3646.174480 = -267367.283273
  nChanged 53
		SP:Iteration 6Q (14574.230000 sec): 3 clusters
  Score: Raw -271071.015307 + Penalty 3646.174480 = -267424.840826
  nChanged 34
		SP:Iteration 7Q (14574.470000 sec): 3 clusters
  Score: Raw -271111.755486 + Penalty 3646.174480 = -267465.581005
  nChanged 29
		SP:Iteration 8Q (14574.630000 sec): 3 clusters
  Score: Raw -271146.898495 + Penalty 3646.174480 = -267500.724015
  nChanged 23
		SP:Iteration 9Q (14574.780000 sec): 3 clusters
  Score: Raw -271174.435145 + Penalty 3646.174480 = -267528.260665
  nChanged 20
		SP:Iteration 10Q (14574.940000 sec): 3 clusters
  Score: Raw -271206.548503 + Penalty 3646.174480 = -267560.374023
  nChanged 20
		SP:Iteration 11Q (14575.110000 sec): 3 clusters
  Score: Raw -271231.400658 + Penalty 3646.174480 = -267585.226178
  nChanged 18
		SP:Iteration 12Q (14575.260000 sec): 3 clusters
  Score: Raw -271249.676214 + Penalty 3646.174480 = -267603.501734
  nChanged 10
		SP:Iteration 13Q (14575.430000 sec): 3 clusters
  Score: Raw -271263.320294 + Penalty 3646.174480 = -267617.145813
  nChanged 8
		SP:Iteration 14Q (14575.590000 sec): 3 clusters
  Score: Raw -271272.370612 + Penalty 3646.174480 = -267626.196131
  nChanged 7
		SP:Iteration 15Q (14575.710000 sec): 3 clusters
  Score: Raw -271276.086429 + Penalty 3646.174480 = -267629.911949
  nChanged 0
		SP:Iteration 16F (14575.870000 sec): 3 clusters
  Score: Raw -271276.086429 + Penalty 3646.174480 = -267629.911949
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14575.960000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14576.100000 sec): 3 clusters
  Score: Raw -60108.913532 + Penalty 2976.701779 = -57132.211752
  nChanged 55
		SP:Iteration 1F (14576.280000 sec): 3 clusters
  Score: Raw -60351.674151 + Penalty 2976.701779 = -57374.972371
  nChanged 25
		SP:Iteration 2F (14576.440000 sec): 3 clusters
  Score: Raw -60445.081249 + Penalty 2976.701779 = -57468.379469
  nChanged 14
		SP:Iteration 3Q (14576.580000 sec): 3 clusters
  Score: Raw -60504.246313 + Penalty 2976.701779 = -57527.544533
  nChanged 12
		SP:Iteration 4Q (14576.720000 sec): 3 clusters
  Score: Raw -60538.205968 + Penalty 2976.701779 = -57561.504189
  nChanged 10
		SP:Iteration 5Q (14576.860000 sec): 3 clusters
  Score: Raw -60580.567920 + Penalty 2976.701779 = -57603.866140
  nChanged 6
		SP:Iteration 6Q (14576.990000 sec): 3 clusters
  Score: Raw -60613.267240 + Penalty 2976.701779 = -57636.565460
  nChanged 10
		SP:Iteration 7Q (14577.120000 sec): 3 clusters
  Score: Raw -60665.288820 + Penalty 2976.701779 = -57688.587041
  nChanged 7
		SP:Iteration 8Q (14577.280000 sec): 3 clusters
  Score: Raw -60698.315743 + Penalty 2976.701779 = -57721.613963
  nChanged 2
		SP:Iteration 9Q (14577.450000 sec): 3 clusters
  Score: Raw -60721.960844 + Penalty 2976.701779 = -57745.259065
  nChanged 3
		SP:Iteration 10Q (14577.630000 sec): 3 clusters
  Score: Raw -60732.406271 + Penalty 2976.701779 = -57755.704492
  nChanged 2
		SP:Iteration 11Q (14577.800000 sec): 3 clusters
  Score: Raw -60737.964782 + Penalty 2976.701779 = -57761.263003
  nChanged 2
		SP:Iteration 12Q (14577.960000 sec): 3 clusters
  Score: Raw -60742.956284 + Penalty 2976.701779 = -57766.254504
  nChanged 2
		SP:Iteration 13Q (14578.100000 sec): 3 clusters
  Score: Raw -60749.582648 + Penalty 2976.701779 = -57772.880869
  nChanged 1
		SP:Iteration 14Q (14578.270000 sec): 3 clusters
  Score: Raw -60752.104046 + Penalty 2976.701779 = -57775.402267
  nChanged 1
		SP:Iteration 15Q (14578.430000 sec): 3 clusters
  Score: Raw -60755.047475 + Penalty 2976.701779 = -57778.345696
  nChanged 0
		SP:Iteration 16F (14578.610000 sec): 3 clusters
  Score: Raw -60755.047475 + Penalty 2976.701779 = -57778.345696
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14578.680000 sec): 2 clusters
  Score: Raw -187022.015707 + Penalty 1744.090817 = -185277.924890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14578.840000 sec): 3 clusters
  Score: Raw -186715.967164 + Penalty 3488.181633 = -183227.785530
  nChanged 289
		SP:Iteration 1F (14579.030000 sec): 3 clusters
  Score: Raw -187042.279824 + Penalty 3488.181633 = -183554.098190
  nChanged 85
		SP:Iteration 2F (14579.210000 sec): 3 clusters
  Score: Raw -187202.042581 + Penalty 3488.181633 = -183713.860948
  nChanged 63
		SP:Iteration 3F (14579.380000 sec): 3 clusters
  Score: Raw -187365.240197 + Penalty 3488.181633 = -183877.058564
  nChanged 59
		SP:Iteration 4F (14579.580000 sec): 3 clusters
  Score: Raw -187492.880974 + Penalty 3488.181633 = -184004.699341
  nChanged 56
		SP:Iteration 5Q (14579.770000 sec): 3 clusters
  Score: Raw -187591.699866 + Penalty 3488.181633 = -184103.518232
  nChanged 41
		SP:Iteration 6Q (14579.960000 sec): 3 clusters
  Score: Raw -187685.699130 + Penalty 3488.181633 = -184197.517496
  nChanged 42
		SP:Iteration 7Q (14580.090000 sec): 3 clusters
  Score: Raw -187775.755231 + Penalty 3488.181633 = -184287.573597
  nChanged 38
		SP:Iteration 8Q (14580.270000 sec): 3 clusters
  Score: Raw -187857.311443 + Penalty 3488.181633 = -184369.129809
  nChanged 29
		SP:Iteration 9Q (14580.430000 sec): 3 clusters
  Score: Raw -187927.636209 + Penalty 3488.181633 = -184439.454576
  nChanged 35
		SP:Iteration 10Q (14580.570000 sec): 3 clusters
  Score: Raw -187994.001836 + Penalty 3488.181633 = -184505.820202
  nChanged 18
		SP:Iteration 11Q (14580.730000 sec): 3 clusters
  Score: Raw -188028.677943 + Penalty 3488.181633 = -184540.496309
  nChanged 10
		SP:Iteration 12Q (14580.900000 sec): 3 clusters
  Score: Raw -188047.971595 + Penalty 3488.181633 = -184559.789962
  nChanged 10
		SP:Iteration 13Q (14581.070000 sec): 3 clusters
  Score: Raw -188066.795409 + Penalty 3488.181633 = -184578.613776
  nChanged 7
		SP:Iteration 14Q (14581.260000 sec): 3 clusters
  Score: Raw -188075.687089 + Penalty 3488.181633 = -184587.505456
  nChanged 6
		SP:Iteration 15Q (14581.430000 sec): 3 clusters
  Score: Raw -188086.404937 + Penalty 3488.181633 = -184598.223303
  nChanged 5
		SP:Iteration 16Q (14581.540000 sec): 3 clusters
  Score: Raw -188093.915860 + Penalty 3488.181633 = -184605.734226
  nChanged 4
		SP:Iteration 17Q (14581.750000 sec): 3 clusters
  Score: Raw -188097.343273 + Penalty 3488.181633 = -184609.161639
  nChanged 2
		SP:Iteration 18Q (14581.970000 sec): 3 clusters
  Score: Raw -188099.325060 + Penalty 3488.181633 = -184611.143427
  nChanged 0
		SP:Iteration 19F (14582.170000 sec): 3 clusters
  Score: Raw -188099.325060 + Penalty 3488.181633 = -184611.143427
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14582.880000 sec): 2 clusters
  Score: Raw -19110164.554691 + Penalty 2854.510141 = -19107310.044549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14583.720000 sec): 3 clusters
  Score: Raw -19046348.876493 + Penalty 5709.020283 = -19040639.856210
  nChanged 47189
		SP:Iteration 1F (14584.570000 sec): 3 clusters
  Score: Raw -19073226.460816 + Penalty 5709.020283 = -19067517.440533
  nChanged 3261
		SP:Iteration 2Q (14585.520000 sec): 3 clusters
  Score: Raw -19074070.171939 + Penalty 5709.020283 = -19068361.151656
  nChanged 3350
		SP:Iteration 3Q (14586.470000 sec): 3 clusters
  Score: Raw -19075062.962532 + Penalty 5709.020283 = -19069353.942249
  nChanged 3638
		SP:Iteration 4Q (14587.400000 sec): 3 clusters
  Score: Raw -19076383.016537 + Penalty 5709.020283 = -19070673.996254
  nChanged 4022
		SP:Iteration 5Q (14588.220000 sec): 3 clusters
  Score: Raw -19078134.460483 + Penalty 5709.020283 = -19072425.440200
  nChanged 4618
		SP:Iteration 6Q (14589.070000 sec): 3 clusters
  Score: Raw -19080542.191083 + Penalty 5709.020283 = -19074833.170800
  nChanged 5241
		SP:Iteration 7F (14590.050000 sec): 3 clusters
  Score: Raw -19083493.708036 + Penalty 5709.020283 = -19077784.687754
  nChanged 5554
		SP:Iteration 8F (14591.060000 sec): 3 clusters
  Score: Raw -19086694.868526 + Penalty 5709.020283 = -19080985.848243
  nChanged 5378
		SP:Iteration 9F (14592.060000 sec): 3 clusters
  Score: Raw -19089745.681403 + Penalty 5709.020283 = -19084036.661120
  nChanged 5055
		SP:Iteration 10F (14592.960000 sec): 3 clusters
  Score: Raw -19092632.387479 + Penalty 5709.020283 = -19086923.367196
  nChanged 4571
		SP:Iteration 11Q (14593.870000 sec): 3 clusters
  Score: Raw -19095340.897873 + Penalty 5709.020283 = -19089631.877590
  nChanged 4241
		SP:Iteration 12Q (14594.790000 sec): 3 clusters
  Score: Raw -19097831.475871 + Penalty 5709.020283 = -19092122.455588
  nChanged 4036
		SP:Iteration 13Q (14595.720000 sec): 3 clusters
  Score: Raw -19100103.251308 + Penalty 5709.020283 = -19094394.231025
  nChanged 3802
		SP:Iteration 14Q (14596.570000 sec): 3 clusters
  Score: Raw -19102208.255210 + Penalty 5709.020283 = -19096499.234927
  nChanged 3600
		SP:Iteration 15Q (14597.460000 sec): 3 clusters
  Score: Raw -19104159.224230 + Penalty 5709.020283 = -19098450.203947
  nChanged 3324
		SP:Iteration 16Q (14598.320000 sec): 3 clusters
  Score: Raw -19105882.685423 + Penalty 5709.020283 = -19100173.665140
  nChanged 2812
		SP:Iteration 17Q (14599.160000 sec): 3 clusters
  Score: Raw -19107256.105195 + Penalty 5709.020283 = -19101547.084913
  nChanged 2239
		SP:Iteration 18Q (14599.970000 sec): 3 clusters
  Score: Raw -19108273.643648 + Penalty 5709.020283 = -19102564.623365
  nChanged 1851
		SP:Iteration 19Q (14600.780000 sec): 3 clusters
  Score: Raw -19109037.870067 + Penalty 5709.020283 = -19103328.849784
  nChanged 1412
		SP:Iteration 20F (14601.660000 sec): 3 clusters
  Score: Raw -19109599.941908 + Penalty 5709.020283 = -19103890.921626
  nChanged 1088
		SP:Iteration 21Q (14602.540000 sec): 3 clusters
  Score: Raw -19110006.326447 + Penalty 5709.020283 = -19104297.306165
  nChanged 839
		SP:Iteration 22Q (14603.420000 sec): 3 clusters
  Score: Raw -19110288.525241 + Penalty 5709.020283 = -19104579.504958
  nChanged 618
		SP:Iteration 23Q (14604.240000 sec): 3 clusters
  Score: Raw -19110474.400681 + Penalty 5709.020283 = -19104765.380399
  nChanged 451
		SP:Iteration 24Q (14605.100000 sec): 3 clusters
  Score: Raw -19110609.527328 + Penalty 5709.020283 = -19104900.507045
  nChanged 377
		SP:Iteration 25Q (14605.960000 sec): 3 clusters
  Score: Raw -19110719.115081 + Penalty 5709.020283 = -19105010.094799
  nChanged 310
		SP:Iteration 26Q (14606.780000 sec): 3 clusters
  Score: Raw -19110804.123727 + Penalty 5709.020283 = -19105095.103445
  nChanged 247
		SP:Iteration 27Q (14607.670000 sec): 3 clusters
  Score: Raw -19110871.873274 + Penalty 5709.020283 = -19105162.852991
  nChanged 209
		SP:Iteration 28Q (14608.540000 sec): 3 clusters
  Score: Raw -19110925.264003 + Penalty 5709.020283 = -19105216.243721
  nChanged 157
		SP:Iteration 29Q (14609.360000 sec): 3 clusters
  Score: Raw -19110964.043052 + Penalty 5709.020283 = -19105255.022770
  nChanged 131
		SP:Iteration 30Q (14610.160000 sec): 3 clusters
  Score: Raw -19110993.112420 + Penalty 5709.020283 = -19105284.092138
  nChanged 99
		SP:Iteration 31Q (14610.990000 sec): 3 clusters
  Score: Raw -19111015.867687 + Penalty 5709.020283 = -19105306.847405
  nChanged 97
		SP:Iteration 32Q (14611.820000 sec): 3 clusters
  Score: Raw -19111035.541310 + Penalty 5709.020283 = -19105326.521028
  nChanged 70
		SP:Iteration 33Q (14612.680000 sec): 3 clusters
  Score: Raw -19111049.738902 + Penalty 5709.020283 = -19105340.718619
  nChanged 49
		SP:Iteration 34Q (14613.490000 sec): 3 clusters
  Score: Raw -19111060.127273 + Penalty 5709.020283 = -19105351.106991
  nChanged 52
		SP:Iteration 35Q (14614.330000 sec): 3 clusters
  Score: Raw -19111069.623578 + Penalty 5709.020283 = -19105360.603296
  nChanged 40
		SP:Iteration 36Q (14615.200000 sec): 3 clusters
  Score: Raw -19111077.036130 + Penalty 5709.020283 = -19105368.015847
  nChanged 34
		SP:Iteration 37Q (14615.980000 sec): 3 clusters
  Score: Raw -19111084.053438 + Penalty 5709.020283 = -19105375.033155
  nChanged 40
		SP:Iteration 38Q (14616.740000 sec): 3 clusters
  Score: Raw -19111092.363020 + Penalty 5709.020283 = -19105383.342738
  nChanged 41
		SP:Iteration 39Q (14617.450000 sec): 3 clusters
  Score: Raw -19111100.352243 + Penalty 5709.020283 = -19105391.331961
  nChanged 34
		SP:Iteration 40F (14618.350000 sec): 3 clusters
  Score: Raw -19111106.661434 + Penalty 5709.020283 = -19105397.641151
  nChanged 30
		SP:Iteration 41Q (14619.080000 sec): 3 clusters
  Score: Raw -19111112.736278 + Penalty 5709.020283 = -19105403.715995
  nChanged 35
		SP:Iteration 42Q (14619.790000 sec): 3 clusters
  Score: Raw -19111119.588190 + Penalty 5709.020283 = -19105410.567908
  nChanged 35
		SP:Iteration 43Q (14620.610000 sec): 3 clusters
  Score: Raw -19111127.306371 + Penalty 5709.020283 = -19105418.286089
  nChanged 29
		SP:Iteration 44Q (14621.310000 sec): 3 clusters
  Score: Raw -19111133.776682 + Penalty 5709.020283 = -19105424.756399
  nChanged 30
		SP:Iteration 45Q (14622.090000 sec): 3 clusters
  Score: Raw -19111139.192038 + Penalty 5709.020283 = -19105430.171755
  nChanged 33
		SP:Iteration 46Q (14622.850000 sec): 3 clusters
  Score: Raw -19111145.052074 + Penalty 5709.020283 = -19105436.031791
  nChanged 22
		SP:Iteration 47Q (14623.630000 sec): 3 clusters
  Score: Raw -19111148.806773 + Penalty 5709.020283 = -19105439.786490
  nChanged 17
		SP:Iteration 48Q (14624.370000 sec): 3 clusters
  Score: Raw -19111151.823084 + Penalty 5709.020283 = -19105442.802802
  nChanged 17
		SP:Iteration 49Q (14625.090000 sec): 3 clusters
  Score: Raw -19111155.246455 + Penalty 5709.020283 = -19105446.226173
  nChanged 15
		SP:Iteration 50Q (14625.910000 sec): 3 clusters
  Score: Raw -19111157.969287 + Penalty 5709.020283 = -19105448.949005
  nChanged 11
		SP:Iteration 51Q (14626.680000 sec): 3 clusters
  Score: Raw -19111160.116237 + Penalty 5709.020283 = -19105451.095954
  nChanged 11
		SP:Iteration 52Q (14627.490000 sec): 3 clusters
  Score: Raw -19111162.363108 + Penalty 5709.020283 = -19105453.342825
  nChanged 13
		SP:Iteration 53Q (14628.300000 sec): 3 clusters
  Score: Raw -19111164.992256 + Penalty 5709.020283 = -19105455.971974
  nChanged 12
		SP:Iteration 54Q (14629.080000 sec): 3 clusters
  Score: Raw -19111167.353659 + Penalty 5709.020283 = -19105458.333377
  nChanged 13
		SP:Iteration 55Q (14629.900000 sec): 3 clusters
  Score: Raw -19111169.472898 + Penalty 5709.020283 = -19105460.452615
  nChanged 12
		SP:Iteration 56Q (14630.680000 sec): 3 clusters
  Score: Raw -19111171.366838 + Penalty 5709.020283 = -19105462.346555
  nChanged 11
		SP:Iteration 57Q (14631.500000 sec): 3 clusters
  Score: Raw -19111173.360507 + Penalty 5709.020283 = -19105464.340224
  nChanged 12
		SP:Iteration 58Q (14632.300000 sec): 3 clusters
  Score: Raw -19111175.498058 + Penalty 5709.020283 = -19105466.477775
  nChanged 12
		SP:Iteration 59Q (14633.110000 sec): 3 clusters
  Score: Raw -19111177.836271 + Penalty 5709.020283 = -19105468.815989
  nChanged 17
		SP:Iteration 60F (14634.060000 sec): 3 clusters
  Score: Raw -19111181.243202 + Penalty 5709.020283 = -19105472.222920
  nChanged 15
		SP:Iteration 61Q (14634.880000 sec): 3 clusters
  Score: Raw -19111184.521283 + Penalty 5709.020283 = -19105475.501000
  nChanged 11
		SP:Iteration 62Q (14635.740000 sec): 3 clusters
  Score: Raw -19111186.116844 + Penalty 5709.020283 = -19105477.096561
  nChanged 8
		SP:Iteration 63Q (14636.550000 sec): 3 clusters
  Score: Raw -19111187.530191 + Penalty 5709.020283 = -19105478.509908
  nChanged 5
		SP:Iteration 64Q (14637.360000 sec): 3 clusters
  Score: Raw -19111188.466325 + Penalty 5709.020283 = -19105479.446042
  nChanged 7
		SP:Iteration 65Q (14638.100000 sec): 3 clusters
  Score: Raw -19111189.524192 + Penalty 5709.020283 = -19105480.503909
  nChanged 2
		SP:Iteration 66Q (14638.860000 sec): 3 clusters
  Score: Raw -19111189.914671 + Penalty 5709.020283 = -19105480.894388
  nChanged 5
		SP:Iteration 67Q (14639.600000 sec): 3 clusters
  Score: Raw -19111190.640010 + Penalty 5709.020283 = -19105481.619728
  nChanged 5
		SP:Iteration 68Q (14640.360000 sec): 3 clusters
  Score: Raw -19111191.225109 + Penalty 5709.020283 = -19105482.204826
  nChanged 0
		SP:Iteration 69F (14641.190000 sec): 3 clusters
  Score: Raw -19111191.225109 + Penalty 5709.020283 = -19105482.204826
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14641.340000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14641.560000 sec): 3 clusters
  Score: Raw -50658.400905 + Penalty 2829.076107 = -47829.324798
  nChanged 31
		SP:Iteration 1F (14641.770000 sec): 3 clusters
  Score: Raw -50768.955408 + Penalty 2829.076107 = -47939.879301
  nChanged 10
		SP:Iteration 2Q (14641.890000 sec): 3 clusters
  Score: Raw -50809.189905 + Penalty 2829.076107 = -47980.113797
  nChanged 2
		SP:Iteration 3Q (14642.050000 sec): 3 clusters
  Score: Raw -50812.903819 + Penalty 2829.076107 = -47983.827712
  nChanged 1
		SP:Iteration 4Q (14642.280000 sec): 3 clusters
  Score: Raw -50815.289460 + Penalty 2829.076107 = -47986.213353
  nChanged 0
		SP:Iteration 5F (14642.400000 sec): 3 clusters
  Score: Raw -50815.289460 + Penalty 2829.076107 = -47986.213353
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14642.500000 sec): 2 clusters
  Score: Raw -26479.746428 + Penalty 1278.016315 = -25201.730113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14642.620000 sec): 3 clusters
  Score: Raw -26740.476179 + Penalty 2556.032631 = -24184.443548
  nChanged 12
		SP:Iteration 1F (14642.740000 sec): 3 clusters
  Score: Raw -26809.290676 + Penalty 2556.032631 = -24253.258045
  nChanged 3
		SP:Iteration 2Q (14642.950000 sec): 3 clusters
  Score: Raw -26826.200798 + Penalty 2556.032631 = -24270.168167
  nChanged 0
		SP:Iteration 3F (14643.190000 sec): 3 clusters
  Score: Raw -26826.200798 + Penalty 2556.032631 = -24270.168167
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14643.250000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14643.390000 sec): 3 clusters
  Score: Raw -83508.106312 + Penalty 3097.106783 = -80410.999529
  nChanged 90
		SP:Iteration 1F (14643.530000 sec): 3 clusters
  Score: Raw -83666.258644 + Penalty 3097.106783 = -80569.151862
  nChanged 21
		SP:Iteration 2Q (14643.680000 sec): 3 clusters
  Score: Raw -83708.795970 + Penalty 3097.106783 = -80611.689187
  nChanged 5
		SP:Iteration 3Q (14643.830000 sec): 3 clusters
  Score: Raw -83720.247672 + Penalty 3097.106783 = -80623.140890
  nChanged 4
		SP:Iteration 4Q (14643.960000 sec): 3 clusters
  Score: Raw -83726.147682 + Penalty 3097.106783 = -80629.040899
  nChanged 2
		SP:Iteration 5Q (14644.090000 sec): 3 clusters
  Score: Raw -83731.911857 + Penalty 3097.106783 = -80634.805074
  nChanged 4
		SP:Iteration 6Q (14644.220000 sec): 3 clusters
  Score: Raw -83742.576011 + Penalty 3097.106783 = -80645.469229
  nChanged 7
		SP:Iteration 7Q (14644.350000 sec): 3 clusters
  Score: Raw -83755.896292 + Penalty 3097.106783 = -80658.789509
  nChanged 3
		SP:Iteration 8Q (14644.480000 sec): 3 clusters
  Score: Raw -83764.992111 + Penalty 3097.106783 = -80667.885329
  nChanged 2
		SP:Iteration 9Q (14644.650000 sec): 3 clusters
  Score: Raw -83770.058453 + Penalty 3097.106783 = -80672.951670
  nChanged 1
		SP:Iteration 10Q (14644.820000 sec): 3 clusters
  Score: Raw -83774.930136 + Penalty 3097.106783 = -80677.823353
  nChanged 0
		SP:Iteration 11F (14645.000000 sec): 3 clusters
  Score: Raw -83774.930136 + Penalty 3097.106783 = -80677.823353
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14645.090000 sec): 2 clusters
  Score: Raw -151889.849650 + Penalty 1692.174958 = -150197.674692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14645.250000 sec): 3 clusters
  Score: Raw -151761.365555 + Penalty 3384.349917 = -148377.015639
  nChanged 235
		SP:Iteration 1F (14645.420000 sec): 3 clusters
  Score: Raw -152068.008038 + Penalty 3384.349917 = -148683.658122
  nChanged 72
		SP:Iteration 2F (14645.580000 sec): 3 clusters
  Score: Raw -152199.584907 + Penalty 3384.349917 = -148815.234990
  nChanged 50
		SP:Iteration 3F (14645.740000 sec): 3 clusters
  Score: Raw -152294.908153 + Penalty 3384.349917 = -148910.558236
  nChanged 33
		SP:Iteration 4Q (14645.930000 sec): 3 clusters
  Score: Raw -152371.532311 + Penalty 3384.349917 = -148987.182394
  nChanged 28
		SP:Iteration 5Q (14646.020000 sec): 3 clusters
  Score: Raw -152440.849944 + Penalty 3384.349917 = -149056.500028
  nChanged 35
		SP:Iteration 6Q (14646.210000 sec): 3 clusters
  Score: Raw -152514.867811 + Penalty 3384.349917 = -149130.517895
  nChanged 38
		SP:Iteration 7Q (14646.350000 sec): 3 clusters
  Score: Raw -152579.526102 + Penalty 3384.349917 = -149195.176185
  nChanged 39
		SP:Iteration 8Q (14646.480000 sec): 3 clusters
  Score: Raw -152660.996154 + Penalty 3384.349917 = -149276.646237
  nChanged 37
		SP:Iteration 9Q (14646.650000 sec): 3 clusters
  Score: Raw -152736.822837 + Penalty 3384.349917 = -149352.472920
  nChanged 27
		SP:Iteration 10Q (14646.780000 sec): 3 clusters
  Score: Raw -152806.520400 + Penalty 3384.349917 = -149422.170484
  nChanged 25
		SP:Iteration 11Q (14646.920000 sec): 3 clusters
  Score: Raw -152862.272062 + Penalty 3384.349917 = -149477.922146
  nChanged 19
		SP:Iteration 12Q (14647.020000 sec): 3 clusters
  Score: Raw -152921.313804 + Penalty 3384.349917 = -149536.963887
  nChanged 18
		SP:Iteration 13Q (14647.150000 sec): 3 clusters
  Score: Raw -152994.545228 + Penalty 3384.349917 = -149610.195311
  nChanged 15
		SP:Iteration 14Q (14647.240000 sec): 3 clusters
  Score: Raw -153059.739625 + Penalty 3384.349917 = -149675.389708
  nChanged 16
		SP:Iteration 15Q (14647.380000 sec): 3 clusters
  Score: Raw -153140.824788 + Penalty 3384.349917 = -149756.474871
  nChanged 19
		SP:Iteration 16Q (14647.470000 sec): 3 clusters
  Score: Raw -153181.254115 + Penalty 3384.349917 = -149796.904198
  nChanged 13
		SP:Iteration 17Q (14647.650000 sec): 3 clusters
  Score: Raw -153233.895315 + Penalty 3384.349917 = -149849.545398
  nChanged 10
		SP:Iteration 18Q (14647.780000 sec): 3 clusters
  Score: Raw -153290.196039 + Penalty 3384.349917 = -149905.846122
  nChanged 11
		SP:Iteration 19Q (14647.920000 sec): 3 clusters
  Score: Raw -153316.105038 + Penalty 3384.349917 = -149931.755121
  nChanged 5
		SP:Iteration 20F (14648.060000 sec): 3 clusters
  Score: Raw -153349.748069 + Penalty 3384.349917 = -149965.398152
  nChanged 7
		SP:Iteration 21Q (14648.220000 sec): 3 clusters
  Score: Raw -153404.044508 + Penalty 3384.349917 = -150019.694591
  nChanged 9
		SP:Iteration 22Q (14648.360000 sec): 3 clusters
  Score: Raw -153454.665629 + Penalty 3384.349917 = -150070.315712
  nChanged 13
		SP:Iteration 23Q (14648.540000 sec): 3 clusters
  Score: Raw -153509.232276 + Penalty 3384.349917 = -150124.882360
  nChanged 10
		SP:Iteration 24Q (14648.670000 sec): 3 clusters
  Score: Raw -153539.747910 + Penalty 3384.349917 = -150155.397993
  nChanged 11
		SP:Iteration 25Q (14648.870000 sec): 3 clusters
  Score: Raw -153583.614415 + Penalty 3384.349917 = -150199.264499
  nChanged 12
		SP:Iteration 26Q (14649.000000 sec): 3 clusters
  Score: Raw -153608.864209 + Penalty 3384.349917 = -150224.514293
  nChanged 10
		SP:Iteration 27Q (14649.140000 sec): 3 clusters
  Score: Raw -153629.409439 + Penalty 3384.349917 = -150245.059523
  nChanged 7
		SP:Iteration 28Q (14649.270000 sec): 3 clusters
  Score: Raw -153642.579487 + Penalty 3384.349917 = -150258.229571
  nChanged 3
		SP:Iteration 29Q (14649.390000 sec): 3 clusters
  Score: Raw -153654.121174 + Penalty 3384.349917 = -150269.771258
  nChanged 2
		SP:Iteration 30Q (14649.540000 sec): 3 clusters
  Score: Raw -153658.558709 + Penalty 3384.349917 = -150274.208793
  nChanged 0
		SP:Iteration 31F (14649.670000 sec): 3 clusters
  Score: Raw -153658.558709 + Penalty 3384.349917 = -150274.208793
  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 3.86 GB.

 Trying to split cluster 32 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14649.760000 sec): 2 clusters
  Score: Raw -44326.406439 + Penalty 1460.441734 = -42865.964705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14649.880000 sec): 3 clusters
  Score: Raw -44512.228037 + Penalty 2920.883467 = -41591.344569
  nChanged 66
		SP:Iteration 1F (14650.010000 sec): 3 clusters
  Score: Raw -44689.123815 + Penalty 2920.883467 = -41768.240348
  nChanged 17
		SP:Iteration 2Q (14650.140000 sec): 3 clusters
  Score: Raw -44742.808490 + Penalty 2920.883467 = -41821.925023
  nChanged 20
		SP:Iteration 3F (14650.280000 sec): 3 clusters
  Score: Raw -44815.290919 + Penalty 2920.883467 = -41894.407452
  nChanged 17
		SP:Iteration 4Q (14650.410000 sec): 3 clusters
  Score: Raw -44850.355917 + Penalty 2920.883467 = -41929.472450
  nChanged 10
		SP:Iteration 5Q (14650.550000 sec): 3 clusters
  Score: Raw -44896.899049 + Penalty 2920.883467 = -41976.015582
  nChanged 7
		SP:Iteration 6Q (14650.670000 sec): 3 clusters
  Score: Raw -44932.845693 + Penalty 2920.883467 = -42011.962226
  nChanged 7
		SP:Iteration 7Q (14650.820000 sec): 3 clusters
  Score: Raw -44962.071599 + Penalty 2920.883467 = -42041.188132
  nChanged 5
		SP:Iteration 8Q (14650.950000 sec): 3 clusters
  Score: Raw -44981.476213 + Penalty 2920.883467 = -42060.592746
  nChanged 6
		SP:Iteration 9Q (14651.050000 sec): 3 clusters
  Score: Raw -45006.695929 + Penalty 2920.883467 = -42085.812462
  nChanged 1
		SP:Iteration 10Q (14651.180000 sec): 3 clusters
  Score: Raw -45008.207972 + Penalty 2920.883467 = -42087.324504
  nChanged 2
		SP:Iteration 11Q (14651.380000 sec): 3 clusters
  Score: Raw -45018.406802 + Penalty 2920.883467 = -42097.523334
  nChanged 1
		SP:Iteration 12Q (14651.510000 sec): 3 clusters
  Score: Raw -45020.300447 + Penalty 2920.883467 = -42099.416979
  nChanged 0
		SP:Iteration 13F (14651.660000 sec): 3 clusters
  Score: Raw -45020.300447 + Penalty 2920.883467 = -42099.416979
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14651.890000 sec): 2 clusters
  Score: Raw -2763445.701026 + Penalty 2402.470656 = -2761043.230370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14652.200000 sec): 3 clusters
  Score: Raw -2754251.831242 + Penalty 4804.941313 = -2749446.889930
  nChanged 7006
		SP:Iteration 1F (14652.520000 sec): 3 clusters
  Score: Raw -2758055.025053 + Penalty 4804.941313 = -2753250.083740
  nChanged 1009
		SP:Iteration 2F (14652.830000 sec): 3 clusters
  Score: Raw -2758516.487824 + Penalty 4804.941313 = -2753711.546511
  nChanged 889
		SP:Iteration 3F (14653.160000 sec): 3 clusters
  Score: Raw -2758922.591770 + Penalty 4804.941313 = -2754117.650457
  nChanged 781
		SP:Iteration 4Q (14653.530000 sec): 3 clusters
  Score: Raw -2759266.494415 + Penalty 4804.941313 = -2754461.553103
  nChanged 685
		SP:Iteration 5Q (14653.790000 sec): 3 clusters
  Score: Raw -2759555.796635 + Penalty 4804.941313 = -2754750.855322
  nChanged 619
		SP:Iteration 6Q (14654.130000 sec): 3 clusters
  Score: Raw -2759818.604108 + Penalty 4804.941313 = -2755013.662796
  nChanged 611
		SP:Iteration 7Q (14654.400000 sec): 3 clusters
  Score: Raw -2760080.376332 + Penalty 4804.941313 = -2755275.435020
  nChanged 589
		SP:Iteration 8Q (14654.700000 sec): 3 clusters
  Score: Raw -2760337.591443 + Penalty 4804.941313 = -2755532.650130
  nChanged 540
		SP:Iteration 9Q (14654.960000 sec): 3 clusters
  Score: Raw -2760585.275371 + Penalty 4804.941313 = -2755780.334058
  nChanged 532
		SP:Iteration 10Q (14655.300000 sec): 3 clusters
  Score: Raw -2760822.374138 + Penalty 4804.941313 = -2756017.432825
  nChanged 503
		SP:Iteration 11Q (14655.570000 sec): 3 clusters
  Score: Raw -2761033.328144 + Penalty 4804.941313 = -2756228.386832
  nChanged 477
		SP:Iteration 12Q (14655.910000 sec): 3 clusters
  Score: Raw -2761239.450881 + Penalty 4804.941313 = -2756434.509568
  nChanged 434
		SP:Iteration 13Q (14656.220000 sec): 3 clusters
  Score: Raw -2761427.266614 + Penalty 4804.941313 = -2756622.325301
  nChanged 412
		SP:Iteration 14Q (14656.510000 sec): 3 clusters
  Score: Raw -2761620.761188 + Penalty 4804.941313 = -2756815.819876
  nChanged 379
		SP:Iteration 15Q (14656.800000 sec): 3 clusters
  Score: Raw -2761812.278700 + Penalty 4804.941313 = -2757007.337387
  nChanged 388
		SP:Iteration 16Q (14657.060000 sec): 3 clusters
  Score: Raw -2761986.957274 + Penalty 4804.941313 = -2757182.015961
  nChanged 346
		SP:Iteration 17Q (14657.430000 sec): 3 clusters
  Score: Raw -2762149.834282 + Penalty 4804.941313 = -2757344.892970
  nChanged 326
		SP:Iteration 18Q (14657.690000 sec): 3 clusters
  Score: Raw -2762333.434902 + Penalty 4804.941313 = -2757528.493590
  nChanged 349
		SP:Iteration 19Q (14657.970000 sec): 3 clusters
  Score: Raw -2762516.191643 + Penalty 4804.941313 = -2757711.250331
  nChanged 294
		SP:Iteration 20F (14658.240000 sec): 3 clusters
  Score: Raw -2762666.931563 + Penalty 4804.941313 = -2757861.990250
  nChanged 260
		SP:Iteration 21Q (14658.550000 sec): 3 clusters
  Score: Raw -2762790.947699 + Penalty 4804.941313 = -2757986.006386
  nChanged 242
		SP:Iteration 22Q (14658.860000 sec): 3 clusters
  Score: Raw -2762921.759774 + Penalty 4804.941313 = -2758116.818461
  nChanged 231
		SP:Iteration 23Q (14659.160000 sec): 3 clusters
  Score: Raw -2763055.904671 + Penalty 4804.941313 = -2758250.963358
  nChanged 226
		SP:Iteration 24Q (14659.400000 sec): 3 clusters
  Score: Raw -2763201.233448 + Penalty 4804.941313 = -2758396.292135
  nChanged 244
		SP:Iteration 25Q (14659.600000 sec): 3 clusters
  Score: Raw -2763372.930307 + Penalty 4804.941313 = -2758567.988994
  nChanged 213
		SP:Iteration 26Q (14659.880000 sec): 3 clusters
  Score: Raw -2763519.733169 + Penalty 4804.941313 = -2758714.791857
  nChanged 190
		SP:Iteration 27Q (14660.120000 sec): 3 clusters
  Score: Raw -2763659.956266 + Penalty 4804.941313 = -2758855.014953
  nChanged 159
		SP:Iteration 28Q (14660.440000 sec): 3 clusters
  Score: Raw -2763778.082393 + Penalty 4804.941313 = -2758973.141080
  nChanged 136
		SP:Iteration 29Q (14660.680000 sec): 3 clusters
  Score: Raw -2763878.176923 + Penalty 4804.941313 = -2759073.235611
  nChanged 101
		SP:Iteration 30Q (14660.900000 sec): 3 clusters
  Score: Raw -2763951.216445 + Penalty 4804.941313 = -2759146.275133
  nChanged 78
		SP:Iteration 31Q (14661.190000 sec): 3 clusters
  Score: Raw -2764005.705276 + Penalty 4804.941313 = -2759200.763963
  nChanged 58
		SP:Iteration 32Q (14661.480000 sec): 3 clusters
  Score: Raw -2764046.463138 + Penalty 4804.941313 = -2759241.521825
  nChanged 49
		SP:Iteration 33Q (14661.720000 sec): 3 clusters
  Score: Raw -2764078.748816 + Penalty 4804.941313 = -2759273.807504
  nChanged 41
		SP:Iteration 34Q (14662.030000 sec): 3 clusters
  Score: Raw -2764108.133037 + Penalty 4804.941313 = -2759303.191724
  nChanged 41
		SP:Iteration 35Q (14662.300000 sec): 3 clusters
  Score: Raw -2764138.006330 + Penalty 4804.941313 = -2759333.065018
  nChanged 34
		SP:Iteration 36Q (14662.620000 sec): 3 clusters
  Score: Raw -2764162.206684 + Penalty 4804.941313 = -2759357.265371
  nChanged 32
		SP:Iteration 37Q (14662.900000 sec): 3 clusters
  Score: Raw -2764185.422590 + Penalty 4804.941313 = -2759380.481278
  nChanged 29
		SP:Iteration 38Q (14663.180000 sec): 3 clusters
  Score: Raw -2764208.463842 + Penalty 4804.941313 = -2759403.522529
  nChanged 27
		SP:Iteration 39Q (14663.460000 sec): 3 clusters
  Score: Raw -2764229.222661 + Penalty 4804.941313 = -2759424.281348
  nChanged 20
		SP:Iteration 40F (14663.740000 sec): 3 clusters
  Score: Raw -2764240.963414 + Penalty 4804.941313 = -2759436.022102
  nChanged 13
		SP:Iteration 41Q (14663.980000 sec): 3 clusters
  Score: Raw -2764249.111201 + Penalty 4804.941313 = -2759444.169888
  nChanged 5
		SP:Iteration 42Q (14664.220000 sec): 3 clusters
  Score: Raw -2764252.898072 + Penalty 4804.941313 = -2759447.956760
  nChanged 8
		SP:Iteration 43Q (14664.460000 sec): 3 clusters
  Score: Raw -2764257.842061 + Penalty 4804.941313 = -2759452.900748
  nChanged 10
		SP:Iteration 44Q (14664.700000 sec): 3 clusters
  Score: Raw -2764264.581044 + Penalty 4804.941313 = -2759459.639731
  nChanged 13
		SP:Iteration 45Q (14664.950000 sec): 3 clusters
  Score: Raw -2764275.941443 + Penalty 4804.941313 = -2759471.000131
  nChanged 13
		SP:Iteration 46Q (14665.190000 sec): 3 clusters
  Score: Raw -2764284.841505 + Penalty 4804.941313 = -2759479.900192
  nChanged 7
		SP:Iteration 47Q (14665.430000 sec): 3 clusters
  Score: Raw -2764289.261800 + Penalty 4804.941313 = -2759484.320487
  nChanged 5
		SP:Iteration 48Q (14665.670000 sec): 3 clusters
  Score: Raw -2764293.564858 + Penalty 4804.941313 = -2759488.623546
  nChanged 7
		SP:Iteration 49Q (14665.910000 sec): 3 clusters
  Score: Raw -2764298.722668 + Penalty 4804.941313 = -2759493.781356
  nChanged 5
		SP:Iteration 50Q (14666.160000 sec): 3 clusters
  Score: Raw -2764301.318893 + Penalty 4804.941313 = -2759496.377580
  nChanged 4
		SP:Iteration 51Q (14666.390000 sec): 3 clusters
  Score: Raw -2764304.186090 + Penalty 4804.941313 = -2759499.244777
  nChanged 4
		SP:Iteration 52Q (14666.640000 sec): 3 clusters
  Score: Raw -2764308.984082 + Penalty 4804.941313 = -2759504.042769
  nChanged 7
		SP:Iteration 53Q (14666.880000 sec): 3 clusters
  Score: Raw -2764312.917324 + Penalty 4804.941313 = -2759507.976011
  nChanged 3
		SP:Iteration 54Q (14667.150000 sec): 3 clusters
  Score: Raw -2764315.094213 + Penalty 4804.941313 = -2759510.152901
  nChanged 3
		SP:Iteration 55Q (14667.430000 sec): 3 clusters
  Score: Raw -2764316.742562 + Penalty 4804.941313 = -2759511.801250
  nChanged 1
		SP:Iteration 56Q (14667.710000 sec): 3 clusters
  Score: Raw -2764317.245104 + Penalty 4804.941313 = -2759512.303791
  nChanged 0
		SP:Iteration 57F (14668.050000 sec): 3 clusters
  Score: Raw -2764317.245104 + Penalty 4804.941313 = -2759512.303791
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14668.150000 sec): 2 clusters
  Score: Raw -18726.591478 + Penalty 1344.292680 = -17382.298798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14668.350000 sec): 3 clusters
  Score: Raw -19051.594891 + Penalty 2688.585360 = -16363.009531
  nChanged 44
		SP:Iteration 1F (14668.600000 sec): 3 clusters
  Score: Raw -19218.051122 + Penalty 2688.585360 = -16529.465762
  nChanged 11
		SP:Iteration 2Q (14668.790000 sec): 3 clusters
  Score: Raw -19301.465310 + Penalty 2688.585360 = -16612.879950
  nChanged 7
		SP:Iteration 3Q (14669.010000 sec): 3 clusters
  Score: Raw -19342.750151 + Penalty 2688.585360 = -16654.164791
  nChanged 4
		SP:Iteration 4Q (14669.190000 sec): 3 clusters
  Score: Raw -19368.167380 + Penalty 2688.585360 = -16679.582020
  nChanged 3
		SP:Iteration 5Q (14669.350000 sec): 3 clusters
  Score: Raw -19379.281865 + Penalty 2688.585360 = -16690.696505
  nChanged 2
		SP:Iteration 6Q (14669.500000 sec): 3 clusters
  Score: Raw -19388.061100 + Penalty 2688.585360 = -16699.475740
  nChanged 0
		SP:Iteration 7F (14669.680000 sec): 3 clusters
  Score: Raw -19388.061100 + Penalty 2688.585360 = -16699.475740
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14669.810000 sec): 2 clusters
  Score: Raw -19024.459923 + Penalty 1252.364290 = -17772.095633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14670.010000 sec): 3 clusters
  Score: Raw -19380.236106 + Penalty 2504.728580 = -16875.507527
  nChanged 15
		SP:Iteration 1F (14670.190000 sec): 3 clusters
  Score: Raw -19559.703965 + Penalty 2504.728580 = -17054.975385
  nChanged 4
		SP:Iteration 2Q (14670.330000 sec): 3 clusters
  Score: Raw -19583.549743 + Penalty 2504.728580 = -17078.821163
  nChanged 3
		SP:Iteration 3Q (14670.500000 sec): 3 clusters
  Score: Raw -19620.588344 + Penalty 2504.728580 = -17115.859764
  nChanged 1
		SP:Iteration 4Q (14670.630000 sec): 3 clusters
  Score: Raw -19628.878270 + Penalty 2504.728580 = -17124.149691
  nChanged 0
		SP:Iteration 5F (14670.770000 sec): 3 clusters
  Score: Raw -19628.878270 + Penalty 2504.728580 = -17124.149691
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14670.870000 sec): 2 clusters
  Score: Raw -47137.011167 + Penalty 1460.441734 = -45676.569433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14671.070000 sec): 3 clusters
  Score: Raw -47673.662569 + Penalty 2920.883467 = -44752.779102
  nChanged 119
		SP:Iteration 1F (14671.200000 sec): 3 clusters
  Score: Raw -48298.619232 + Penalty 2920.883467 = -45377.735765
  nChanged 34
		SP:Iteration 2F (14671.410000 sec): 3 clusters
  Score: Raw -48494.854123 + Penalty 2920.883467 = -45573.970656
  nChanged 14
		SP:Iteration 3Q (14671.600000 sec): 3 clusters
  Score: Raw -48632.663251 + Penalty 2920.883467 = -45711.779784
  nChanged 2
		SP:Iteration 4Q (14671.730000 sec): 3 clusters
  Score: Raw -48645.364341 + Penalty 2920.883467 = -45724.480874
  nChanged 4
		SP:Iteration 5Q (14671.970000 sec): 3 clusters
  Score: Raw -48663.161667 + Penalty 2920.883467 = -45742.278200
  nChanged 1
		SP:Iteration 6Q (14672.120000 sec): 3 clusters
  Score: Raw -48665.326662 + Penalty 2920.883467 = -45744.443195
  nChanged 0
		SP:Iteration 7F (14672.270000 sec): 3 clusters
  Score: Raw -48665.326662 + Penalty 2920.883467 = -45744.443195
  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 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14672.370000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14672.500000 sec): 3 clusters
  Score: Raw -71988.758840 + Penalty 2992.410766 = -68996.348074
  nChanged 59
		SP:Iteration 1F (14672.630000 sec): 3 clusters
  Score: Raw -72114.155811 + Penalty 2992.410766 = -69121.745045
  nChanged 11
		SP:Iteration 2Q (14672.770000 sec): 3 clusters
  Score: Raw -72148.928659 + Penalty 2992.410766 = -69156.517893
  nChanged 3
		SP:Iteration 3Q (14672.910000 sec): 3 clusters
  Score: Raw -72155.793176 + Penalty 2992.410766 = -69163.382410
  nChanged 0
		SP:Iteration 4F (14673.040000 sec): 3 clusters
  Score: Raw -72155.793176 + Penalty 2992.410766 = -69163.382410
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14673.270000 sec): 2 clusters
  Score: Raw -3701840.532432 + Penalty 2469.695379 = -3699370.837052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14673.610000 sec): 3 clusters
  Score: Raw -3689366.671398 + Penalty 4939.390759 = -3684427.280639
  nChanged 9420
		SP:Iteration 1F (14673.900000 sec): 3 clusters
  Score: Raw -3694436.404471 + Penalty 4939.390759 = -3689497.013713
  nChanged 1179
		SP:Iteration 2F (14674.260000 sec): 3 clusters
  Score: Raw -3694936.928045 + Penalty 4939.390759 = -3689997.537286
  nChanged 1157
		SP:Iteration 3F (14674.550000 sec): 3 clusters
  Score: Raw -3695460.121834 + Penalty 4939.390759 = -3690520.731075
  nChanged 1099
		SP:Iteration 4F (14674.860000 sec): 3 clusters
  Score: Raw -3695972.058857 + Penalty 4939.390759 = -3691032.668098
  nChanged 1034
		SP:Iteration 5Q (14675.150000 sec): 3 clusters
  Score: Raw -3696490.735497 + Penalty 4939.390759 = -3691551.344738
  nChanged 1035
		SP:Iteration 6Q (14675.470000 sec): 3 clusters
  Score: Raw -3697074.558340 + Penalty 4939.390759 = -3692135.167581
  nChanged 1167
		SP:Iteration 7F (14675.790000 sec): 3 clusters
  Score: Raw -3697755.182373 + Penalty 4939.390759 = -3692815.791615
  nChanged 1176
		SP:Iteration 8F (14676.130000 sec): 3 clusters
  Score: Raw -3698444.059853 + Penalty 4939.390759 = -3693504.669095
  nChanged 1093
		SP:Iteration 9F (14676.440000 sec): 3 clusters
  Score: Raw -3699089.676710 + Penalty 4939.390759 = -3694150.285951
  nChanged 909
		SP:Iteration 10Q (14676.790000 sec): 3 clusters
  Score: Raw -3699585.532435 + Penalty 4939.390759 = -3694646.141677
  nChanged 746
		SP:Iteration 11Q (14677.090000 sec): 3 clusters
  Score: Raw -3699960.136938 + Penalty 4939.390759 = -3695020.746179
  nChanged 606
		SP:Iteration 12Q (14677.410000 sec): 3 clusters
  Score: Raw -3700227.073299 + Penalty 4939.390759 = -3695287.682540
  nChanged 469
		SP:Iteration 13Q (14677.690000 sec): 3 clusters
  Score: Raw -3700449.364580 + Penalty 4939.390759 = -3695509.973821
  nChanged 458
		SP:Iteration 14Q (14678.010000 sec): 3 clusters
  Score: Raw -3700645.953191 + Penalty 4939.390759 = -3695706.562432
  nChanged 402
		SP:Iteration 15Q (14678.290000 sec): 3 clusters
  Score: Raw -3700831.878260 + Penalty 4939.390759 = -3695892.487501
  nChanged 362
		SP:Iteration 16Q (14678.620000 sec): 3 clusters
  Score: Raw -3700993.655747 + Penalty 4939.390759 = -3696054.264988
  nChanged 370
		SP:Iteration 17Q (14678.920000 sec): 3 clusters
  Score: Raw -3701164.673168 + Penalty 4939.390759 = -3696225.282409
  nChanged 351
		SP:Iteration 18Q (14679.290000 sec): 3 clusters
  Score: Raw -3701329.180023 + Penalty 4939.390759 = -3696389.789264
  nChanged 326
		SP:Iteration 19Q (14679.610000 sec): 3 clusters
  Score: Raw -3701482.850534 + Penalty 4939.390759 = -3696543.459775
  nChanged 303
		SP:Iteration 20F (14679.930000 sec): 3 clusters
  Score: Raw -3701630.618888 + Penalty 4939.390759 = -3696691.228129
  nChanged 238
		SP:Iteration 21Q (14680.230000 sec): 3 clusters
  Score: Raw -3701743.249570 + Penalty 4939.390759 = -3696803.858811
  nChanged 208
		SP:Iteration 22Q (14680.590000 sec): 3 clusters
  Score: Raw -3701843.656758 + Penalty 4939.390759 = -3696904.265999
  nChanged 186
		SP:Iteration 23Q (14680.940000 sec): 3 clusters
  Score: Raw -3701941.555848 + Penalty 4939.390759 = -3697002.165089
  nChanged 154
		SP:Iteration 24Q (14681.240000 sec): 3 clusters
  Score: Raw -3702034.506998 + Penalty 4939.390759 = -3697095.116239
  nChanged 134
		SP:Iteration 25Q (14681.590000 sec): 3 clusters
  Score: Raw -3702130.583338 + Penalty 4939.390759 = -3697191.192579
  nChanged 114
		SP:Iteration 26Q (14681.900000 sec): 3 clusters
  Score: Raw -3702230.096956 + Penalty 4939.390759 = -3697290.706197
  nChanged 110
		SP:Iteration 27Q (14682.320000 sec): 3 clusters
  Score: Raw -3702404.351697 + Penalty 4939.390759 = -3697464.960939
  nChanged 93
		SP:Iteration 28Q (14682.610000 sec): 3 clusters
  Score: Raw -3702545.557518 + Penalty 4939.390759 = -3697606.166759
  nChanged 77
		SP:Iteration 29Q (14683.000000 sec): 3 clusters
  Score: Raw -3702618.823140 + Penalty 4939.390759 = -3697679.432382
  nChanged 65
		SP:Iteration 30Q (14683.300000 sec): 3 clusters
  Score: Raw -3702668.092243 + Penalty 4939.390759 = -3697728.701484
  nChanged 61
		SP:Iteration 31Q (14683.550000 sec): 3 clusters
  Score: Raw -3702706.964928 + Penalty 4939.390759 = -3697767.574169
  nChanged 41
		SP:Iteration 32Q (14683.880000 sec): 3 clusters
  Score: Raw -3702729.699121 + Penalty 4939.390759 = -3697790.308362
  nChanged 26
		SP:Iteration 33Q (14684.150000 sec): 3 clusters
  Score: Raw -3702741.114089 + Penalty 4939.390759 = -3697801.723330
  nChanged 16
		SP:Iteration 34Q (14684.520000 sec): 3 clusters
  Score: Raw -3702747.580017 + Penalty 4939.390759 = -3697808.189258
  nChanged 15
		SP:Iteration 35Q (14684.840000 sec): 3 clusters
  Score: Raw -3702753.696294 + Penalty 4939.390759 = -3697814.305535
  nChanged 6
		SP:Iteration 36Q (14685.190000 sec): 3 clusters
  Score: Raw -3702755.736099 + Penalty 4939.390759 = -3697816.345340
  nChanged 3
		SP:Iteration 37Q (14685.470000 sec): 3 clusters
  Score: Raw -3702757.437994 + Penalty 4939.390759 = -3697818.047235
  nChanged 2
		SP:Iteration 38Q (14685.820000 sec): 3 clusters
  Score: Raw -3702757.838633 + Penalty 4939.390759 = -3697818.447874
  nChanged 1
		SP:Iteration 39Q (14686.220000 sec): 3 clusters
  Score: Raw -3702757.957487 + Penalty 4939.390759 = -3697818.566728
  nChanged 0
		SP:Iteration 40F (14686.480000 sec): 3 clusters
  Score: Raw -3702757.957487 + Penalty 4939.390759 = -3697818.566728
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14686.600000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14686.810000 sec): 3 clusters
  Score: Raw -38454.284387 + Penalty 2740.624658 = -35713.659729
  nChanged 29
		SP:Iteration 1F (14687.030000 sec): 3 clusters
  Score: Raw -38575.974090 + Penalty 2740.624658 = -35835.349432
  nChanged 8
		SP:Iteration 2Q (14687.160000 sec): 3 clusters
  Score: Raw -38609.119836 + Penalty 2740.624658 = -35868.495179
  nChanged 4
		SP:Iteration 3Q (14687.300000 sec): 3 clusters
  Score: Raw -38622.215455 + Penalty 2740.624658 = -35881.590797
  nChanged 3
		SP:Iteration 4Q (14687.420000 sec): 3 clusters
  Score: Raw -38633.565116 + Penalty 2740.624658 = -35892.940458
  nChanged 0
		SP:Iteration 5F (14687.580000 sec): 3 clusters
  Score: Raw -38633.565116 + Penalty 2740.624658 = -35892.940458
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14687.640000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14687.770000 sec): 3 clusters
  Score: Raw -110444.094594 + Penalty 3200.216281 = -107243.878313
  nChanged 145
		SP:Iteration 1F (14687.910000 sec): 3 clusters
  Score: Raw -110653.778932 + Penalty 3200.216281 = -107453.562651
  nChanged 32
		SP:Iteration 2F (14688.120000 sec): 3 clusters
  Score: Raw -110717.665663 + Penalty 3200.216281 = -107517.449382
  nChanged 23
		SP:Iteration 3Q (14688.250000 sec): 3 clusters
  Score: Raw -110769.141371 + Penalty 3200.216281 = -107568.925089
  nChanged 15
		SP:Iteration 4Q (14688.420000 sec): 3 clusters
  Score: Raw -110797.177911 + Penalty 3200.216281 = -107596.961630
  nChanged 10
		SP:Iteration 5Q (14688.510000 sec): 3 clusters
  Score: Raw -110812.725552 + Penalty 3200.216281 = -107612.509271
  nChanged 10
		SP:Iteration 6Q (14688.690000 sec): 3 clusters
  Score: Raw -110828.106412 + Penalty 3200.216281 = -107627.890131
  nChanged 6
		SP:Iteration 7Q (14688.870000 sec): 3 clusters
  Score: Raw -110841.006218 + Penalty 3200.216281 = -107640.789936
  nChanged 8
		SP:Iteration 8Q (14689.040000 sec): 3 clusters
  Score: Raw -110857.412419 + Penalty 3200.216281 = -107657.196137
  nChanged 5
		SP:Iteration 9Q (14689.220000 sec): 3 clusters
  Score: Raw -110866.388397 + Penalty 3200.216281 = -107666.172115
  nChanged 7
		SP:Iteration 10Q (14689.400000 sec): 3 clusters
  Score: Raw -110888.209139 + Penalty 3200.216281 = -107687.992857
  nChanged 5
		SP:Iteration 11Q (14689.570000 sec): 3 clusters
  Score: Raw -110918.205103 + Penalty 3200.216281 = -107717.988822
  nChanged 5
		SP:Iteration 12Q (14689.740000 sec): 3 clusters
  Score: Raw -110941.795855 + Penalty 3200.216281 = -107741.579574
  nChanged 7
		SP:Iteration 13Q (14689.920000 sec): 3 clusters
  Score: Raw -110955.690227 + Penalty 3200.216281 = -107755.473946
  nChanged 4
		SP:Iteration 14Q (14690.100000 sec): 3 clusters
  Score: Raw -110960.264261 + Penalty 3200.216281 = -107760.047979
  nChanged 2
		SP:Iteration 15Q (14690.240000 sec): 3 clusters
  Score: Raw -110965.736907 + Penalty 3200.216281 = -107765.520625
  nChanged 1
		SP:Iteration 16Q (14690.410000 sec): 3 clusters
  Score: Raw -110966.753490 + Penalty 3200.216281 = -107766.537209
  nChanged 0
		SP:Iteration 17F (14690.500000 sec): 3 clusters
  Score: Raw -110966.753490 + Penalty 3200.216281 = -107766.537209
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14690.590000 sec): 2 clusters
  Score: Raw -70733.769478 + Penalty 1580.159738 = -69153.609740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14690.720000 sec): 3 clusters
  Score: Raw -70820.383629 + Penalty 3160.319476 = -67660.064153
  nChanged 127
		SP:Iteration 1F (14690.880000 sec): 3 clusters
  Score: Raw -71229.100256 + Penalty 3160.319476 = -68068.780779
  nChanged 87
		SP:Iteration 2F (14691.010000 sec): 3 clusters
  Score: Raw -71593.724788 + Penalty 3160.319476 = -68433.405312
  nChanged 49
		SP:Iteration 3F (14691.140000 sec): 3 clusters
  Score: Raw -71765.431931 + Penalty 3160.319476 = -68605.112455
  nChanged 21
		SP:Iteration 4Q (14691.320000 sec): 3 clusters
  Score: Raw -71859.944291 + Penalty 3160.319476 = -68699.624815
  nChanged 13
		SP:Iteration 5Q (14691.450000 sec): 3 clusters
  Score: Raw -71968.840263 + Penalty 3160.319476 = -68808.520787
  nChanged 11
		SP:Iteration 6Q (14691.590000 sec): 3 clusters
  Score: Raw -72021.847062 + Penalty 3160.319476 = -68861.527586
  nChanged 9
		SP:Iteration 7Q (14691.730000 sec): 3 clusters
  Score: Raw -72058.305818 + Penalty 3160.319476 = -68897.986342
  nChanged 5
		SP:Iteration 8Q (14691.860000 sec): 3 clusters
  Score: Raw -72077.737845 + Penalty 3160.319476 = -68917.418369
  nChanged 6
		SP:Iteration 9Q (14691.980000 sec): 3 clusters
  Score: Raw -72096.941045 + Penalty 3160.319476 = -68936.621569
  nChanged 2
		SP:Iteration 10Q (14692.110000 sec): 3 clusters
  Score: Raw -72100.787412 + Penalty 3160.319476 = -68940.467936
  nChanged 1
		SP:Iteration 11Q (14692.280000 sec): 3 clusters
  Score: Raw -72102.533687 + Penalty 3160.319476 = -68942.214211
  nChanged 0
		SP:Iteration 12F (14692.410000 sec): 3 clusters
  Score: Raw -72105.314166 + Penalty 3160.319476 = -68944.994690
  nChanged 1
		SP:Iteration 13Q (14692.550000 sec): 3 clusters
  Score: Raw -72116.333823 + Penalty 3160.319476 = -68956.014347
  nChanged 2
		SP:Iteration 14Q (14692.720000 sec): 3 clusters
  Score: Raw -72120.664627 + Penalty 3160.319476 = -68960.345151
  nChanged 1
		SP:Iteration 15Q (14692.850000 sec): 3 clusters
  Score: Raw -72123.332068 + Penalty 3160.319476 = -68963.012591
  nChanged 2
		SP:Iteration 16Q (14692.980000 sec): 3 clusters
  Score: Raw -72137.969456 + Penalty 3160.319476 = -68977.649979
  nChanged 2
		SP:Iteration 17Q (14693.140000 sec): 3 clusters
  Score: Raw -72139.884671 + Penalty 3160.319476 = -68979.565194
  nChanged 0
		SP:Iteration 18F (14693.280000 sec): 3 clusters
  Score: Raw -72139.884671 + Penalty 3160.319476 = -68979.565194
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14693.360000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14693.530000 sec): 3 clusters
  Score: Raw -29599.497262 + Penalty 2632.900778 = -26966.596484
  nChanged 12
		SP:Iteration 1F (14693.700000 sec): 3 clusters
  Score: Raw -29640.076576 + Penalty 2632.900778 = -27007.175798
  nChanged 4
		SP:Iteration 2Q (14693.880000 sec): 3 clusters
  Score: Raw -29658.325065 + Penalty 2632.900778 = -27025.424287
  nChanged 0
		SP:Iteration 3F (14694.040000 sec): 3 clusters
  Score: Raw -29658.325065 + Penalty 2632.900778 = -27025.424287
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14694.120000 sec): 2 clusters
  Score: Raw -253175.849116 + Penalty 1824.515724 = -251351.333392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14694.290000 sec): 3 clusters
  Score: Raw -252749.971465 + Penalty 3649.031448 = -249100.940017
  nChanged 453
		SP:Iteration 1F (14694.420000 sec): 3 clusters
  Score: Raw -253314.293518 + Penalty 3649.031448 = -249665.262070
  nChanged 154
		SP:Iteration 2F (14694.560000 sec): 3 clusters
  Score: Raw -253699.498898 + Penalty 3649.031448 = -250050.467450
  nChanged 150
		SP:Iteration 3F (14694.700000 sec): 3 clusters
  Score: Raw -254033.574856 + Penalty 3649.031448 = -250384.543408
  nChanged 99
		SP:Iteration 4F (14694.850000 sec): 3 clusters
  Score: Raw -254262.073594 + Penalty 3649.031448 = -250613.042146
  nChanged 71
		SP:Iteration 5Q (14694.990000 sec): 3 clusters
  Score: Raw -254384.314588 + Penalty 3649.031448 = -250735.283140
  nChanged 48
		SP:Iteration 6Q (14695.130000 sec): 3 clusters
  Score: Raw -254443.037185 + Penalty 3649.031448 = -250794.005737
  nChanged 21
		SP:Iteration 7Q (14695.280000 sec): 3 clusters
  Score: Raw -254475.345323 + Penalty 3649.031448 = -250826.313874
  nChanged 13
		SP:Iteration 8Q (14695.420000 sec): 3 clusters
  Score: Raw -254489.523648 + Penalty 3649.031448 = -250840.492200
  nChanged 12
		SP:Iteration 9Q (14695.570000 sec): 3 clusters
  Score: Raw -254500.299529 + Penalty 3649.031448 = -250851.268080
  nChanged 11
		SP:Iteration 10Q (14695.710000 sec): 3 clusters
  Score: Raw -254513.659601 + Penalty 3649.031448 = -250864.628153
  nChanged 13
		SP:Iteration 11Q (14695.850000 sec): 3 clusters
  Score: Raw -254532.660535 + Penalty 3649.031448 = -250883.629087
  nChanged 10
		SP:Iteration 12Q (14696.010000 sec): 3 clusters
  Score: Raw -254541.236658 + Penalty 3649.031448 = -250892.205210
  nChanged 7
		SP:Iteration 13Q (14696.170000 sec): 3 clusters
  Score: Raw -254553.779436 + Penalty 3649.031448 = -250904.747988
  nChanged 7
		SP:Iteration 14Q (14696.330000 sec): 3 clusters
  Score: Raw -254564.521953 + Penalty 3649.031448 = -250915.490504
  nChanged 12
		SP:Iteration 15Q (14696.490000 sec): 3 clusters
  Score: Raw -254581.363860 + Penalty 3649.031448 = -250932.332411
  nChanged 9
		SP:Iteration 16Q (14696.650000 sec): 3 clusters
  Score: Raw -254593.474462 + Penalty 3649.031448 = -250944.443013
  nChanged 8
		SP:Iteration 17Q (14696.810000 sec): 3 clusters
  Score: Raw -254600.176441 + Penalty 3649.031448 = -250951.144993
  nChanged 7
		SP:Iteration 18Q (14696.980000 sec): 3 clusters
  Score: Raw -254611.160426 + Penalty 3649.031448 = -250962.128978
  nChanged 6
		SP:Iteration 19Q (14697.140000 sec): 3 clusters
  Score: Raw -254616.345905 + Penalty 3649.031448 = -250967.314456
  nChanged 10
		SP:Iteration 20F (14697.300000 sec): 3 clusters
  Score: Raw -254624.356974 + Penalty 3649.031448 = -250975.325525
  nChanged 5
		SP:Iteration 21Q (14697.470000 sec): 3 clusters
  Score: Raw -254628.416854 + Penalty 3649.031448 = -250979.385405
  nChanged 3
		SP:Iteration 22Q (14697.630000 sec): 3 clusters
  Score: Raw -254634.785258 + Penalty 3649.031448 = -250985.753810
  nChanged 8
		SP:Iteration 23Q (14697.800000 sec): 3 clusters
  Score: Raw -254640.112351 + Penalty 3649.031448 = -250991.080902
  nChanged 1
		SP:Iteration 24Q (14697.960000 sec): 3 clusters
  Score: Raw -254640.927151 + Penalty 3649.031448 = -250991.895703
  nChanged 1
		SP:Iteration 25Q (14698.120000 sec): 3 clusters
  Score: Raw -254641.636234 + Penalty 3649.031448 = -250992.604786
  nChanged 0
		SP:Iteration 26F (14698.290000 sec): 3 clusters
  Score: Raw -254641.636234 + Penalty 3649.031448 = -250992.604786
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14698.370000 sec): 2 clusters
  Score: Raw -164066.490673 + Penalty 1706.844493 = -162359.646180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14698.530000 sec): 3 clusters
  Score: Raw -163833.639448 + Penalty 3413.688986 = -160419.950462
  nChanged 264
		SP:Iteration 1F (14698.700000 sec): 3 clusters
  Score: Raw -164148.158668 + Penalty 3413.688986 = -160734.469683
  nChanged 72
		SP:Iteration 2F (14698.860000 sec): 3 clusters
  Score: Raw -164240.147580 + Penalty 3413.688986 = -160826.458594
  nChanged 37
		SP:Iteration 3Q (14699.020000 sec): 3 clusters
  Score: Raw -164304.632175 + Penalty 3413.688986 = -160890.943190
  nChanged 36
		SP:Iteration 4Q (14699.180000 sec): 3 clusters
  Score: Raw -164365.612669 + Penalty 3413.688986 = -160951.923684
  nChanged 27
		SP:Iteration 5Q (14699.390000 sec): 3 clusters
  Score: Raw -164402.406069 + Penalty 3413.688986 = -160988.717084
  nChanged 15
		SP:Iteration 6Q (14699.580000 sec): 3 clusters
  Score: Raw -164424.633344 + Penalty 3413.688986 = -161010.944359
  nChanged 7
		SP:Iteration 7Q (14699.690000 sec): 3 clusters
  Score: Raw -164436.556340 + Penalty 3413.688986 = -161022.867355
  nChanged 5
		SP:Iteration 8Q (14699.850000 sec): 3 clusters
  Score: Raw -164443.465146 + Penalty 3413.688986 = -161029.776161
  nChanged 5
		SP:Iteration 9Q (14700.010000 sec): 3 clusters
  Score: Raw -164448.300233 + Penalty 3413.688986 = -161034.611247
  nChanged 4
		SP:Iteration 10Q (14700.170000 sec): 3 clusters
  Score: Raw -164452.273579 + Penalty 3413.688986 = -161038.584593
  nChanged 1
		SP:Iteration 11Q (14700.330000 sec): 3 clusters
  Score: Raw -164453.059940 + Penalty 3413.688986 = -161039.370955
  nChanged 0
		SP:Iteration 12F (14700.490000 sec): 3 clusters
  Score: Raw -164453.059940 + Penalty 3413.688986 = -161039.370955
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14700.570000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14700.730000 sec): 3 clusters
  Score: Raw -76318.115290 + Penalty 3063.230166 = -73254.885124
  nChanged 64
		SP:Iteration 1F (14700.890000 sec): 3 clusters
  Score: Raw -76449.925332 + Penalty 3063.230166 = -73386.695166
  nChanged 23
		SP:Iteration 2Q (14701.050000 sec): 3 clusters
  Score: Raw -76514.241108 + Penalty 3063.230166 = -73451.010942
  nChanged 21
		SP:Iteration 3Q (14701.210000 sec): 3 clusters
  Score: Raw -76569.481550 + Penalty 3063.230166 = -73506.251384
  nChanged 11
		SP:Iteration 4Q (14701.370000 sec): 3 clusters
  Score: Raw -76613.510060 + Penalty 3063.230166 = -73550.279894
  nChanged 10
		SP:Iteration 5Q (14701.530000 sec): 3 clusters
  Score: Raw -76657.224886 + Penalty 3063.230166 = -73593.994720
  nChanged 7
		SP:Iteration 6Q (14701.690000 sec): 3 clusters
  Score: Raw -76688.022821 + Penalty 3063.230166 = -73624.792655
  nChanged 1
		SP:Iteration 7Q (14701.850000 sec): 3 clusters
  Score: Raw -76690.599519 + Penalty 3063.230166 = -73627.369353
  nChanged 2
		SP:Iteration 8Q (14702.010000 sec): 3 clusters
  Score: Raw -76695.571136 + Penalty 3063.230166 = -73632.340970
  nChanged 5
		SP:Iteration 9Q (14702.170000 sec): 3 clusters
  Score: Raw -76705.449110 + Penalty 3063.230166 = -73642.218944
  nChanged 2
		SP:Iteration 10Q (14702.330000 sec): 3 clusters
  Score: Raw -76709.091482 + Penalty 3063.230166 = -73645.861316
  nChanged 0
		SP:Iteration 11F (14702.490000 sec): 3 clusters
  Score: Raw -76709.091482 + Penalty 3063.230166 = -73645.861316
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14702.570000 sec): 2 clusters
  Score: Raw -34856.469177 + Penalty 1349.719592 = -33506.749585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14702.730000 sec): 3 clusters
  Score: Raw -35107.931824 + Penalty 2699.439184 = -32408.492639
  nChanged 23
		SP:Iteration 1F (14702.890000 sec): 3 clusters
  Score: Raw -35209.381231 + Penalty 2699.439184 = -32509.942047
  nChanged 6
		SP:Iteration 2Q (14703.080000 sec): 3 clusters
  Score: Raw -35231.619199 + Penalty 2699.439184 = -32532.180015
  nChanged 1
		SP:Iteration 3Q (14703.300000 sec): 3 clusters
  Score: Raw -35237.362144 + Penalty 2699.439184 = -32537.922959
  nChanged 2
		SP:Iteration 4Q (14703.430000 sec): 3 clusters
  Score: Raw -35250.196820 + Penalty 2699.439184 = -32550.757635
  nChanged 0
		SP:Iteration 5F (14703.620000 sec): 3 clusters
  Score: Raw -35250.196820 + Penalty 2699.439184 = -32550.757635
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14703.650000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14703.790000 sec): 3 clusters
  Score: Raw -39910.119823 + Penalty 2769.414169 = -37140.705654
  nChanged 24
		SP:Iteration 1F (14703.970000 sec): 3 clusters
  Score: Raw -40008.805563 + Penalty 2769.414169 = -37239.391393
  nChanged 3
		SP:Iteration 2Q (14704.180000 sec): 3 clusters
  Score: Raw -40017.616687 + Penalty 2769.414169 = -37248.202518
  nChanged 2
		SP:Iteration 3Q (14704.350000 sec): 3 clusters
  Score: Raw -40023.402364 + Penalty 2769.414169 = -37253.988195
  nChanged 2
		SP:Iteration 4Q (14704.550000 sec): 3 clusters
  Score: Raw -40032.174041 + Penalty 2769.414169 = -37262.759872
  nChanged 0
		SP:Iteration 5F (14704.740000 sec): 3 clusters
  Score: Raw -40032.174041 + Penalty 2769.414169 = -37262.759872
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14704.850000 sec): 2 clusters
  Score: Raw -393391.103930 + Penalty 1927.538231 = -391463.565699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14705.110000 sec): 3 clusters
  Score: Raw -392504.845731 + Penalty 3855.076461 = -388649.769270
  nChanged 732
		SP:Iteration 1F (14705.270000 sec): 3 clusters
  Score: Raw -393065.090685 + Penalty 3855.076461 = -389210.014224
  nChanged 197
		SP:Iteration 2F (14705.480000 sec): 3 clusters
  Score: Raw -393208.070381 + Penalty 3855.076461 = -389352.993920
  nChanged 101
		SP:Iteration 3Q (14705.680000 sec): 3 clusters
  Score: Raw -393268.138265 + Penalty 3855.076461 = -389413.061804
  nChanged 51
		SP:Iteration 4Q (14705.860000 sec): 3 clusters
  Score: Raw -393296.666417 + Penalty 3855.076461 = -389441.589956
  nChanged 31
		SP:Iteration 5Q (14706.020000 sec): 3 clusters
  Score: Raw -393317.343689 + Penalty 3855.076461 = -389462.267228
  nChanged 28
		SP:Iteration 6Q (14706.130000 sec): 3 clusters
  Score: Raw -393336.694847 + Penalty 3855.076461 = -389481.618386
  nChanged 22
		SP:Iteration 7Q (14706.280000 sec): 3 clusters
  Score: Raw -393347.308232 + Penalty 3855.076461 = -389492.231770
  nChanged 22
		SP:Iteration 8Q (14706.460000 sec): 3 clusters
  Score: Raw -393357.031273 + Penalty 3855.076461 = -389501.954811
  nChanged 20
		SP:Iteration 9Q (14706.640000 sec): 3 clusters
  Score: Raw -393374.662673 + Penalty 3855.076461 = -389519.586212
  nChanged 31
		SP:Iteration 10Q (14706.820000 sec): 3 clusters
  Score: Raw -393413.468445 + Penalty 3855.076461 = -389558.391984
  nChanged 56
		SP:Iteration 11Q (14707.020000 sec): 3 clusters
  Score: Raw -393460.545289 + Penalty 3855.076461 = -389605.468828
  nChanged 56
		SP:Iteration 12Q (14707.210000 sec): 3 clusters
  Score: Raw -393501.490094 + Penalty 3855.076461 = -389646.413633
  nChanged 55
		SP:Iteration 13Q (14707.400000 sec): 3 clusters
  Score: Raw -393546.026066 + Penalty 3855.076461 = -389690.949605
  nChanged 53
		SP:Iteration 14Q (14707.580000 sec): 3 clusters
  Score: Raw -393605.707749 + Penalty 3855.076461 = -389750.631288
  nChanged 64
		SP:Iteration 15Q (14707.760000 sec): 3 clusters
  Score: Raw -393664.603654 + Penalty 3855.076461 = -389809.527192
  nChanged 65
		SP:Iteration 16Q (14707.890000 sec): 3 clusters
  Score: Raw -393727.967757 + Penalty 3855.076461 = -389872.891295
  nChanged 67
		SP:Iteration 17Q (14708.110000 sec): 3 clusters
  Score: Raw -393799.294998 + Penalty 3855.076461 = -389944.218537
  nChanged 67
		SP:Iteration 18Q (14708.280000 sec): 3 clusters
  Score: Raw -393887.956186 + Penalty 3855.076461 = -390032.879725
  nChanged 58
		SP:Iteration 19Q (14708.490000 sec): 3 clusters
  Score: Raw -393960.258970 + Penalty 3855.076461 = -390105.182509
  nChanged 54
		SP:Iteration 20F (14708.680000 sec): 3 clusters
  Score: Raw -394028.547862 + Penalty 3855.076461 = -390173.471400
  nChanged 46
		SP:Iteration 21Q (14708.900000 sec): 3 clusters
  Score: Raw -394084.186176 + Penalty 3855.076461 = -390229.109715
  nChanged 43
		SP:Iteration 22Q (14709.070000 sec): 3 clusters
  Score: Raw -394127.209202 + Penalty 3855.076461 = -390272.132741
  nChanged 33
		SP:Iteration 23Q (14709.240000 sec): 3 clusters
  Score: Raw -394161.987740 + Penalty 3855.076461 = -390306.911279
  nChanged 31
		SP:Iteration 24Q (14709.410000 sec): 3 clusters
  Score: Raw -394198.131122 + Penalty 3855.076461 = -390343.054660
  nChanged 30
		SP:Iteration 25Q (14709.610000 sec): 3 clusters
  Score: Raw -394237.326845 + Penalty 3855.076461 = -390382.250384
  nChanged 31
		SP:Iteration 26Q (14709.800000 sec): 3 clusters
  Score: Raw -394267.204000 + Penalty 3855.076461 = -390412.127538
  nChanged 24
		SP:Iteration 27Q (14709.990000 sec): 3 clusters
  Score: Raw -394288.589102 + Penalty 3855.076461 = -390433.512640
  nChanged 23
		SP:Iteration 28Q (14710.200000 sec): 3 clusters
  Score: Raw -394308.784503 + Penalty 3855.076461 = -390453.708042
  nChanged 20
		SP:Iteration 29Q (14710.380000 sec): 3 clusters
  Score: Raw -394338.922947 + Penalty 3855.076461 = -390483.846486
  nChanged 25
		SP:Iteration 30Q (14710.560000 sec): 3 clusters
  Score: Raw -394364.658276 + Penalty 3855.076461 = -390509.581814
  nChanged 25
		SP:Iteration 31Q (14710.730000 sec): 3 clusters
  Score: Raw -394385.428106 + Penalty 3855.076461 = -390530.351645
  nChanged 21
		SP:Iteration 32Q (14710.870000 sec): 3 clusters
  Score: Raw -394405.374856 + Penalty 3855.076461 = -390550.298395
  nChanged 18
		SP:Iteration 33Q (14711.090000 sec): 3 clusters
  Score: Raw -394423.267517 + Penalty 3855.076461 = -390568.191056
  nChanged 19
		SP:Iteration 34Q (14711.240000 sec): 3 clusters
  Score: Raw -394438.081367 + Penalty 3855.076461 = -390583.004905
  nChanged 15
		SP:Iteration 35Q (14711.490000 sec): 3 clusters
  Score: Raw -394454.134966 + Penalty 3855.076461 = -390599.058505
  nChanged 15
		SP:Iteration 36Q (14711.700000 sec): 3 clusters
  Score: Raw -394468.294046 + Penalty 3855.076461 = -390613.217585
  nChanged 11
		SP:Iteration 37Q (14711.860000 sec): 3 clusters
  Score: Raw -394479.112386 + Penalty 3855.076461 = -390624.035924
  nChanged 14
		SP:Iteration 38Q (14712.060000 sec): 3 clusters
  Score: Raw -394491.264255 + Penalty 3855.076461 = -390636.187793
  nChanged 14
		SP:Iteration 39Q (14712.250000 sec): 3 clusters
  Score: Raw -394500.923360 + Penalty 3855.076461 = -390645.846899
  nChanged 16
		SP:Iteration 40F (14712.440000 sec): 3 clusters
  Score: Raw -394509.309883 + Penalty 3855.076461 = -390654.233422
  nChanged 10
		SP:Iteration 41Q (14712.590000 sec): 3 clusters
  Score: Raw -394516.462957 + Penalty 3855.076461 = -390661.386496
  nChanged 9
		SP:Iteration 42Q (14712.770000 sec): 3 clusters
  Score: Raw -394523.620614 + Penalty 3855.076461 = -390668.544152
  nChanged 6
		SP:Iteration 43Q (14712.950000 sec): 3 clusters
  Score: Raw -394526.227313 + Penalty 3855.076461 = -390671.150851
  nChanged 4
		SP:Iteration 44Q (14713.140000 sec): 3 clusters
  Score: Raw -394528.424175 + Penalty 3855.076461 = -390673.347714
  nChanged 4
		SP:Iteration 45Q (14713.360000 sec): 3 clusters
  Score: Raw -394530.674958 + Penalty 3855.076461 = -390675.598496
  nChanged 4
		SP:Iteration 46Q (14713.560000 sec): 3 clusters
  Score: Raw -394537.661686 + Penalty 3855.076461 = -390682.585224
  nChanged 5
		SP:Iteration 47Q (14713.720000 sec): 3 clusters
  Score: Raw -394545.811784 + Penalty 3855.076461 = -390690.735322
  nChanged 12
		SP:Iteration 48Q (14713.950000 sec): 3 clusters
  Score: Raw -394558.980789 + Penalty 3855.076461 = -390703.904328
  nChanged 17
		SP:Iteration 49Q (14714.120000 sec): 3 clusters
  Score: Raw -394569.711714 + Penalty 3855.076461 = -390714.635253
  nChanged 12
		SP:Iteration 50Q (14714.340000 sec): 3 clusters
  Score: Raw -394575.707630 + Penalty 3855.076461 = -390720.631168
  nChanged 15
		SP:Iteration 51Q (14714.510000 sec): 3 clusters
  Score: Raw -394584.863707 + Penalty 3855.076461 = -390729.787245
  nChanged 16
		SP:Iteration 52Q (14714.670000 sec): 3 clusters
  Score: Raw -394595.442074 + Penalty 3855.076461 = -390740.365613
  nChanged 13
		SP:Iteration 53Q (14714.800000 sec): 3 clusters
  Score: Raw -394605.805545 + Penalty 3855.076461 = -390750.729083
  nChanged 9
		SP:Iteration 54Q (14714.990000 sec): 3 clusters
  Score: Raw -394613.119035 + Penalty 3855.076461 = -390758.042573
  nChanged 10
		SP:Iteration 55Q (14715.180000 sec): 3 clusters
  Score: Raw -394620.813508 + Penalty 3855.076461 = -390765.737047
  nChanged 11
		SP:Iteration 56Q (14715.350000 sec): 3 clusters
  Score: Raw -394629.657547 + Penalty 3855.076461 = -390774.581086
  nChanged 7
		SP:Iteration 57Q (14715.510000 sec): 3 clusters
  Score: Raw -394634.710870 + Penalty 3855.076461 = -390779.634408
  nChanged 4
		SP:Iteration 58Q (14715.680000 sec): 3 clusters
  Score: Raw -394636.262542 + Penalty 3855.076461 = -390781.186081
  nChanged 1
		SP:Iteration 59Q (14715.810000 sec): 3 clusters
  Score: Raw -394636.645501 + Penalty 3855.076461 = -390781.569039
  nChanged 1
		SP:Iteration 60F (14716.000000 sec): 3 clusters
  Score: Raw -394637.133714 + Penalty 3855.076461 = -390782.057253
  nChanged 2
		SP:Iteration 61Q (14716.190000 sec): 3 clusters
  Score: Raw -394637.693938 + Penalty 3855.076461 = -390782.617477
  nChanged 1
		SP:Iteration 62Q (14716.340000 sec): 3 clusters
  Score: Raw -394639.270997 + Penalty 3855.076461 = -390784.194536
  nChanged 0
		SP:Iteration 63F (14716.480000 sec): 3 clusters
  Score: Raw -394639.270997 + Penalty 3855.076461 = -390784.194536
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14716.540000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14716.680000 sec): 3 clusters
  Score: Raw -77121.644460 + Penalty 3049.640275 = -74072.004185
  nChanged 62
		SP:Iteration 1F (14716.820000 sec): 3 clusters
  Score: Raw -77262.945822 + Penalty 3049.640275 = -74213.305547
  nChanged 23
		SP:Iteration 2Q (14716.970000 sec): 3 clusters
  Score: Raw -77325.909698 + Penalty 3049.640275 = -74276.269423
  nChanged 8
		SP:Iteration 3Q (14717.100000 sec): 3 clusters
  Score: Raw -77356.891394 + Penalty 3049.640275 = -74307.251119
  nChanged 5
		SP:Iteration 4Q (14717.240000 sec): 3 clusters
  Score: Raw -77379.653938 + Penalty 3049.640275 = -74330.013663
  nChanged 7
		SP:Iteration 5Q (14717.400000 sec): 3 clusters
  Score: Raw -77425.190164 + Penalty 3049.640275 = -74375.549889
  nChanged 8
		SP:Iteration 6Q (14717.530000 sec): 3 clusters
  Score: Raw -77453.111100 + Penalty 3049.640275 = -74403.470825
  nChanged 5
		SP:Iteration 7Q (14717.650000 sec): 3 clusters
  Score: Raw -77468.729951 + Penalty 3049.640275 = -74419.089677
  nChanged 2
		SP:Iteration 8Q (14717.780000 sec): 3 clusters
  Score: Raw -77475.915818 + Penalty 3049.640275 = -74426.275544
  nChanged 0
		SP:Iteration 9F (14717.910000 sec): 3 clusters
  Score: Raw -77475.915818 + Penalty 3049.640275 = -74426.275544
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14718.010000 sec): 2 clusters
  Score: Raw -651335.575274 + Penalty 2036.447763 = -649299.127511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14718.200000 sec): 3 clusters
  Score: Raw -649693.548267 + Penalty 4072.895527 = -645620.652740
  nChanged 1340
		SP:Iteration 1F (14718.390000 sec): 3 clusters
  Score: Raw -650530.496641 + Penalty 4072.895527 = -646457.601114
  nChanged 281
		SP:Iteration 2F (14718.580000 sec): 3 clusters
  Score: Raw -650724.030644 + Penalty 4072.895527 = -646651.135117
  nChanged 188
		SP:Iteration 3F (14718.760000 sec): 3 clusters
  Score: Raw -650843.739725 + Penalty 4072.895527 = -646770.844198
  nChanged 129
		SP:Iteration 4Q (14718.940000 sec): 3 clusters
  Score: Raw -650930.959459 + Penalty 4072.895527 = -646858.063933
  nChanged 115
		SP:Iteration 5Q (14719.120000 sec): 3 clusters
  Score: Raw -650998.745970 + Penalty 4072.895527 = -646925.850443
  nChanged 91
		SP:Iteration 6Q (14719.290000 sec): 3 clusters
  Score: Raw -651047.166054 + Penalty 4072.895527 = -646974.270527
  nChanged 89
		SP:Iteration 7Q (14719.510000 sec): 3 clusters
  Score: Raw -651095.406660 + Penalty 4072.895527 = -647022.511134
  nChanged 74
		SP:Iteration 8Q (14719.670000 sec): 3 clusters
  Score: Raw -651138.853999 + Penalty 4072.895527 = -647065.958472
  nChanged 82
		SP:Iteration 9Q (14719.850000 sec): 3 clusters
  Score: Raw -651182.967366 + Penalty 4072.895527 = -647110.071840
  nChanged 72
		SP:Iteration 10Q (14720.050000 sec): 3 clusters
  Score: Raw -651227.232385 + Penalty 4072.895527 = -647154.336859
  nChanged 63
		SP:Iteration 11Q (14720.260000 sec): 3 clusters
  Score: Raw -651265.587442 + Penalty 4072.895527 = -647192.691915
  nChanged 72
		SP:Iteration 12Q (14720.490000 sec): 3 clusters
  Score: Raw -651311.675494 + Penalty 4072.895527 = -647238.779968
  nChanged 65
		SP:Iteration 13Q (14720.680000 sec): 3 clusters
  Score: Raw -651356.341281 + Penalty 4072.895527 = -647283.445754
  nChanged 64
		SP:Iteration 14Q (14720.870000 sec): 3 clusters
  Score: Raw -651403.641476 + Penalty 4072.895527 = -647330.745950
  nChanged 62
		SP:Iteration 15Q (14721.030000 sec): 3 clusters
  Score: Raw -651446.045004 + Penalty 4072.895527 = -647373.149477
  nChanged 74
		SP:Iteration 16Q (14721.240000 sec): 3 clusters
  Score: Raw -651491.725459 + Penalty 4072.895527 = -647418.829933
  nChanged 57
		SP:Iteration 17Q (14721.440000 sec): 3 clusters
  Score: Raw -651524.897887 + Penalty 4072.895527 = -647452.002360
  nChanged 48
		SP:Iteration 18Q (14721.660000 sec): 3 clusters
  Score: Raw -651555.278486 + Penalty 4072.895527 = -647482.382959
  nChanged 55
		SP:Iteration 19Q (14721.880000 sec): 3 clusters
  Score: Raw -651587.202045 + Penalty 4072.895527 = -647514.306518
  nChanged 38
		SP:Iteration 20F (14722.090000 sec): 3 clusters
  Score: Raw -651607.316883 + Penalty 4072.895527 = -647534.421356
  nChanged 38
		SP:Iteration 21Q (14722.310000 sec): 3 clusters
  Score: Raw -651632.134817 + Penalty 4072.895527 = -647559.239291
  nChanged 39
		SP:Iteration 22Q (14722.550000 sec): 3 clusters
  Score: Raw -651658.482695 + Penalty 4072.895527 = -647585.587168
  nChanged 37
		SP:Iteration 23Q (14722.690000 sec): 3 clusters
  Score: Raw -651682.657371 + Penalty 4072.895527 = -647609.761845
  nChanged 41
		SP:Iteration 24Q (14722.920000 sec): 3 clusters
  Score: Raw -651708.137263 + Penalty 4072.895527 = -647635.241737
  nChanged 37
		SP:Iteration 25Q (14723.080000 sec): 3 clusters
  Score: Raw -651729.203232 + Penalty 4072.895527 = -647656.307705
  nChanged 31
		SP:Iteration 26Q (14723.250000 sec): 3 clusters
  Score: Raw -651749.086029 + Penalty 4072.895527 = -647676.190502
  nChanged 29
		SP:Iteration 27Q (14723.420000 sec): 3 clusters
  Score: Raw -651766.437852 + Penalty 4072.895527 = -647693.542326
  nChanged 34
		SP:Iteration 28Q (14723.590000 sec): 3 clusters
  Score: Raw -651787.443555 + Penalty 4072.895527 = -647714.548028
  nChanged 38
		SP:Iteration 29Q (14723.760000 sec): 3 clusters
  Score: Raw -651806.032559 + Penalty 4072.895527 = -647733.137033
  nChanged 25
		SP:Iteration 30Q (14723.960000 sec): 3 clusters
  Score: Raw -651819.934884 + Penalty 4072.895527 = -647747.039357
  nChanged 28
		SP:Iteration 31Q (14724.140000 sec): 3 clusters
  Score: Raw -651837.336358 + Penalty 4072.895527 = -647764.440831
  nChanged 34
		SP:Iteration 32Q (14724.310000 sec): 3 clusters
  Score: Raw -651858.561761 + Penalty 4072.895527 = -647785.666234
  nChanged 38
		SP:Iteration 33Q (14724.570000 sec): 3 clusters
  Score: Raw -651881.707274 + Penalty 4072.895527 = -647808.811747
  nChanged 35
		SP:Iteration 34Q (14724.780000 sec): 3 clusters
  Score: Raw -651900.909687 + Penalty 4072.895527 = -647828.014161
  nChanged 24
		SP:Iteration 35Q (14724.960000 sec): 3 clusters
  Score: Raw -651919.761817 + Penalty 4072.895527 = -647846.866291
  nChanged 34
		SP:Iteration 36Q (14725.150000 sec): 3 clusters
  Score: Raw -651938.130644 + Penalty 4072.895527 = -647865.235118
  nChanged 26
		SP:Iteration 37Q (14725.370000 sec): 3 clusters
  Score: Raw -651949.372059 + Penalty 4072.895527 = -647876.476532
  nChanged 17
		SP:Iteration 38Q (14725.520000 sec): 3 clusters
  Score: Raw -651956.228711 + Penalty 4072.895527 = -647883.333184
  nChanged 16
		SP:Iteration 39Q (14725.770000 sec): 3 clusters
  Score: Raw -651964.384107 + Penalty 4072.895527 = -647891.488580
  nChanged 12
		SP:Iteration 40F (14725.950000 sec): 3 clusters
  Score: Raw -651968.985382 + Penalty 4072.895527 = -647896.089855
  nChanged 6
		SP:Iteration 41Q (14726.190000 sec): 3 clusters
  Score: Raw -651972.116950 + Penalty 4072.895527 = -647899.221423
  nChanged 8
		SP:Iteration 42Q (14726.370000 sec): 3 clusters
  Score: Raw -651974.352909 + Penalty 4072.895527 = -647901.457382
  nChanged 5
		SP:Iteration 43Q (14726.540000 sec): 3 clusters
  Score: Raw -651976.036686 + Penalty 4072.895527 = -647903.141159
  nChanged 5
		SP:Iteration 44Q (14726.790000 sec): 3 clusters
  Score: Raw -651977.466425 + Penalty 4072.895527 = -647904.570899
  nChanged 6
		SP:Iteration 45Q (14726.990000 sec): 3 clusters
  Score: Raw -651979.529550 + Penalty 4072.895527 = -647906.634023
  nChanged 2
		SP:Iteration 46Q (14727.190000 sec): 3 clusters
  Score: Raw -651980.402316 + Penalty 4072.895527 = -647907.506790
  nChanged 0
		SP:Iteration 47F (14727.390000 sec): 3 clusters
  Score: Raw -651980.402316 + Penalty 4072.895527 = -647907.506790
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14727.440000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14727.580000 sec): 3 clusters
  Score: Raw -191913.246300 + Penalty 3495.568542 = -188417.677758
  nChanged 305
		SP:Iteration 1F (14727.760000 sec): 3 clusters
  Score: Raw -192255.274474 + Penalty 3495.568542 = -188759.705932
  nChanged 92
		SP:Iteration 2F (14727.910000 sec): 3 clusters
  Score: Raw -192401.315971 + Penalty 3495.568542 = -188905.747430
  nChanged 52
		SP:Iteration 3Q (14728.080000 sec): 3 clusters
  Score: Raw -192470.867749 + Penalty 3495.568542 = -188975.299207
  nChanged 26
		SP:Iteration 4Q (14728.270000 sec): 3 clusters
  Score: Raw -192509.662222 + Penalty 3495.568542 = -189014.093680
  nChanged 27
		SP:Iteration 5Q (14728.410000 sec): 3 clusters
  Score: Raw -192552.747436 + Penalty 3495.568542 = -189057.178894
  nChanged 21
		SP:Iteration 6Q (14728.570000 sec): 3 clusters
  Score: Raw -192588.257938 + Penalty 3495.568542 = -189092.689396
  nChanged 20
		SP:Iteration 7Q (14728.780000 sec): 3 clusters
  Score: Raw -192624.492082 + Penalty 3495.568542 = -189128.923540
  nChanged 11
		SP:Iteration 8Q (14728.910000 sec): 3 clusters
  Score: Raw -192640.795509 + Penalty 3495.568542 = -189145.226967
  nChanged 5
		SP:Iteration 9Q (14729.090000 sec): 3 clusters
  Score: Raw -192646.364904 + Penalty 3495.568542 = -189150.796362
  nChanged 4
		SP:Iteration 10Q (14729.260000 sec): 3 clusters
  Score: Raw -192648.521227 + Penalty 3495.568542 = -189152.952685
  nChanged 3
		SP:Iteration 11Q (14729.390000 sec): 3 clusters
  Score: Raw -192650.844216 + Penalty 3495.568542 = -189155.275674
  nChanged 4
		SP:Iteration 12Q (14729.530000 sec): 3 clusters
  Score: Raw -192658.574835 + Penalty 3495.568542 = -189163.006293
  nChanged 8
		SP:Iteration 13Q (14729.770000 sec): 3 clusters
  Score: Raw -192670.868491 + Penalty 3495.568542 = -189175.299949
  nChanged 8
		SP:Iteration 14Q (14729.940000 sec): 3 clusters
  Score: Raw -192679.852855 + Penalty 3495.568542 = -189184.284313
  nChanged 9
		SP:Iteration 15Q (14730.110000 sec): 3 clusters
  Score: Raw -192695.374966 + Penalty 3495.568542 = -189199.806424
  nChanged 10
		SP:Iteration 16Q (14730.310000 sec): 3 clusters
  Score: Raw -192706.798732 + Penalty 3495.568542 = -189211.230190
  nChanged 7
		SP:Iteration 17Q (14730.470000 sec): 3 clusters
  Score: Raw -192712.607259 + Penalty 3495.568542 = -189217.038717
  nChanged 5
		SP:Iteration 18Q (14730.700000 sec): 3 clusters
  Score: Raw -192716.508721 + Penalty 3495.568542 = -189220.940179
  nChanged 5
		SP:Iteration 19Q (14730.890000 sec): 3 clusters
  Score: Raw -192724.078669 + Penalty 3495.568542 = -189228.510127
  nChanged 5
		SP:Iteration 20F (14731.060000 sec): 3 clusters
  Score: Raw -192729.015868 + Penalty 3495.568542 = -189233.447327
  nChanged 2
		SP:Iteration 21Q (14731.200000 sec): 3 clusters
  Score: Raw -192731.034979 + Penalty 3495.568542 = -189235.466437
  nChanged 3
		SP:Iteration 22Q (14731.390000 sec): 3 clusters
  Score: Raw -192735.532690 + Penalty 3495.568542 = -189239.964148
  nChanged 0
		SP:Iteration 23F (14731.540000 sec): 3 clusters
  Score: Raw -192735.532690 + Penalty 3495.568542 = -189239.964148
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14731.620000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14731.770000 sec): 3 clusters
  Score: Raw -21020.096345 + Penalty 2458.090221 = -18562.006125
  nChanged 15
		SP:Iteration 1F (14731.930000 sec): 3 clusters
  Score: Raw -21117.107215 + Penalty 2458.090221 = -18659.016994
  nChanged 3
		SP:Iteration 2Q (14732.090000 sec): 3 clusters
  Score: Raw -21133.430626 + Penalty 2458.090221 = -18675.340405
  nChanged 0
		SP:Iteration 3F (14732.250000 sec): 3 clusters
  Score: Raw -21133.430626 + Penalty 2458.090221 = -18675.340405
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14732.330000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14732.490000 sec): 3 clusters
  Score: Raw -52788.146665 + Penalty 2857.977486 = -49930.169179
  nChanged 29
		SP:Iteration 1F (14732.650000 sec): 3 clusters
  Score: Raw -52873.135173 + Penalty 2857.977486 = -50015.157687
  nChanged 8
		SP:Iteration 2Q (14732.810000 sec): 3 clusters
  Score: Raw -52901.714151 + Penalty 2857.977486 = -50043.736666
  nChanged 3
		SP:Iteration 3Q (14732.970000 sec): 3 clusters
  Score: Raw -52913.958004 + Penalty 2857.977486 = -50055.980518
  nChanged 0
		SP:Iteration 4F (14733.130000 sec): 3 clusters
  Score: Raw -52913.958004 + Penalty 2857.977486 = -50055.980518
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14733.210000 sec): 2 clusters
  Score: Raw -19072.593341 + Penalty 1252.364290 = -17820.229051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14733.350000 sec): 3 clusters
  Score: Raw -19359.164159 + Penalty 2504.728580 = -16854.435580
  nChanged 22
		SP:Iteration 1F (14733.510000 sec): 3 clusters
  Score: Raw -19563.916114 + Penalty 2504.728580 = -17059.187534
  nChanged 13
		SP:Iteration 2F (14733.670000 sec): 3 clusters
  Score: Raw -19735.218177 + Penalty 2504.728580 = -17230.489598
  nChanged 8
		SP:Iteration 3F (14733.830000 sec): 3 clusters
  Score: Raw -19800.614485 + Penalty 2504.728580 = -17295.885906
  nChanged 4
		SP:Iteration 4Q (14733.990000 sec): 3 clusters
  Score: Raw -19890.289619 + Penalty 2504.728580 = -17385.561040
  nChanged 3
		SP:Iteration 5Q (14734.150000 sec): 3 clusters
  Score: Raw -19925.748213 + Penalty 2504.728580 = -17421.019633
  nChanged 4
		SP:Iteration 6Q (14734.310000 sec): 3 clusters
  Score: Raw -19987.852272 + Penalty 2504.728580 = -17483.123692
  nChanged 2
		SP:Iteration 7Q (14734.470000 sec): 3 clusters
  Score: Raw -20025.805137 + Penalty 2504.728580 = -17521.076557
  nChanged 1
		SP:Iteration 8Q (14734.630000 sec): 3 clusters
  Score: Raw -20061.750778 + Penalty 2504.728580 = -17557.022198
  nChanged 0
		SP:Iteration 9F (14734.790000 sec): 3 clusters
  Score: Raw -20061.750778 + Penalty 2504.728580 = -17557.022198
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14734.870000 sec): 2 clusters
  Score: Raw -85105.964597 + Penalty 1585.610507 = -83520.354090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14735.030000 sec): 3 clusters
  Score: Raw -85136.597178 + Penalty 3171.221014 = -81965.376164
  nChanged 128
		SP:Iteration 1F (14735.190000 sec): 3 clusters
  Score: Raw -85403.104388 + Penalty 3171.221014 = -82231.883374
  nChanged 44
		SP:Iteration 2F (14735.350000 sec): 3 clusters
  Score: Raw -85524.033940 + Penalty 3171.221014 = -82352.812926
  nChanged 35
		SP:Iteration 3F (14735.510000 sec): 3 clusters
  Score: Raw -85616.370745 + Penalty 3171.221014 = -82445.149731
  nChanged 26
		SP:Iteration 4Q (14735.670000 sec): 3 clusters
  Score: Raw -85680.298583 + Penalty 3171.221014 = -82509.077569
  nChanged 15
		SP:Iteration 5Q (14735.830000 sec): 3 clusters
  Score: Raw -85718.727065 + Penalty 3171.221014 = -82547.506051
  nChanged 13
		SP:Iteration 6Q (14735.990000 sec): 3 clusters
  Score: Raw -85756.320209 + Penalty 3171.221014 = -82585.099195
  nChanged 7
		SP:Iteration 7Q (14736.150000 sec): 3 clusters
  Score: Raw -85775.241368 + Penalty 3171.221014 = -82604.020354
  nChanged 4
		SP:Iteration 8Q (14736.310000 sec): 3 clusters
  Score: Raw -85803.102663 + Penalty 3171.221014 = -82631.881649
  nChanged 6
		SP:Iteration 9Q (14736.470000 sec): 3 clusters
  Score: Raw -85843.670170 + Penalty 3171.221014 = -82672.449156
  nChanged 9
		SP:Iteration 10Q (14736.640000 sec): 3 clusters
  Score: Raw -85870.843036 + Penalty 3171.221014 = -82699.622022
  nChanged 8
		SP:Iteration 11Q (14736.790000 sec): 3 clusters
  Score: Raw -85883.788047 + Penalty 3171.221014 = -82712.567033
  nChanged 15
		SP:Iteration 12Q (14736.940000 sec): 3 clusters
  Score: Raw -85930.691920 + Penalty 3171.221014 = -82759.470906
  nChanged 19
		SP:Iteration 13Q (14737.100000 sec): 3 clusters
  Score: Raw -86033.114756 + Penalty 3171.221014 = -82861.893742
  nChanged 22
		SP:Iteration 14Q (14737.260000 sec): 3 clusters
  Score: Raw -86110.572980 + Penalty 3171.221014 = -82939.351966
  nChanged 22
		SP:Iteration 15Q (14737.420000 sec): 3 clusters
  Score: Raw -86156.843905 + Penalty 3171.221014 = -82985.622891
  nChanged 18
		SP:Iteration 16Q (14737.580000 sec): 3 clusters
  Score: Raw -86232.887820 + Penalty 3171.221014 = -83061.666806
  nChanged 11
		SP:Iteration 17Q (14737.740000 sec): 3 clusters
  Score: Raw -86286.518775 + Penalty 3171.221014 = -83115.297761
  nChanged 9
		SP:Iteration 18Q (14737.900000 sec): 3 clusters
  Score: Raw -86306.566674 + Penalty 3171.221014 = -83135.345660
  nChanged 8
		SP:Iteration 19Q (14738.060000 sec): 3 clusters
  Score: Raw -86325.688436 + Penalty 3171.221014 = -83154.467422
  nChanged 2
		SP:Iteration 20F (14738.220000 sec): 3 clusters
  Score: Raw -86333.725946 + Penalty 3171.221014 = -83162.504932
  nChanged 3
		SP:Iteration 21Q (14738.380000 sec): 3 clusters
  Score: Raw -86359.138382 + Penalty 3171.221014 = -83187.917368
  nChanged 3
		SP:Iteration 22Q (14738.540000 sec): 3 clusters
  Score: Raw -86371.790418 + Penalty 3171.221014 = -83200.569404
  nChanged 1
		SP:Iteration 23Q (14738.700000 sec): 3 clusters
  Score: Raw -86374.266693 + Penalty 3171.221014 = -83203.045680
  nChanged 0
		SP:Iteration 24F (14738.860000 sec): 3 clusters
  Score: Raw -86374.266693 + Penalty 3171.221014 = -83203.045680
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14738.940000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14739.100000 sec): 3 clusters
  Score: Raw -95336.158947 + Penalty 3168.726457 = -92167.432490
  nChanged 141
		SP:Iteration 1F (14739.340000 sec): 3 clusters
  Score: Raw -95762.870375 + Penalty 3168.726457 = -92594.143918
  nChanged 53
		SP:Iteration 2F (14739.530000 sec): 3 clusters
  Score: Raw -95913.354773 + Penalty 3168.726457 = -92744.628316
  nChanged 24
		SP:Iteration 3Q (14739.720000 sec): 3 clusters
  Score: Raw -95981.391350 + Penalty 3168.726457 = -92812.664893
  nChanged 13
		SP:Iteration 4Q (14739.900000 sec): 3 clusters
  Score: Raw -96014.175020 + Penalty 3168.726457 = -92845.448562
  nChanged 9
		SP:Iteration 5Q (14740.070000 sec): 3 clusters
  Score: Raw -96036.215683 + Penalty 3168.726457 = -92867.489226
  nChanged 5
		SP:Iteration 6Q (14740.190000 sec): 3 clusters
  Score: Raw -96050.065770 + Penalty 3168.726457 = -92881.339313
  nChanged 4
		SP:Iteration 7Q (14740.320000 sec): 3 clusters
  Score: Raw -96061.351559 + Penalty 3168.726457 = -92892.625102
  nChanged 1
		SP:Iteration 8Q (14740.500000 sec): 3 clusters
  Score: Raw -96064.086045 + Penalty 3168.726457 = -92895.359588
  nChanged 0
		SP:Iteration 9F (14740.630000 sec): 3 clusters
  Score: Raw -96064.086045 + Penalty 3168.726457 = -92895.359588
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14740.670000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14740.790000 sec): 3 clusters
  Score: Raw -43750.833028 + Penalty 2787.718829 = -40963.114198
  nChanged 36
		SP:Iteration 1F (14740.950000 sec): 3 clusters
  Score: Raw -43866.696137 + Penalty 2787.718829 = -41078.977308
  nChanged 11
		SP:Iteration 2Q (14741.170000 sec): 3 clusters
  Score: Raw -43884.400963 + Penalty 2787.718829 = -41096.682134
  nChanged 5
		SP:Iteration 3Q (14741.300000 sec): 3 clusters
  Score: Raw -43915.392381 + Penalty 2787.718829 = -41127.673551
  nChanged 3
		SP:Iteration 4Q (14741.470000 sec): 3 clusters
  Score: Raw -43924.006633 + Penalty 2787.718829 = -41136.287804
  nChanged 1
		SP:Iteration 5Q (14741.630000 sec): 3 clusters
  Score: Raw -43926.401496 + Penalty 2787.718829 = -41138.682667
  nChanged 1
		SP:Iteration 6Q (14741.830000 sec): 3 clusters
  Score: Raw -43929.735234 + Penalty 2787.718829 = -41142.016404
  nChanged 0
		SP:Iteration 7F (14741.950000 sec): 3 clusters
  Score: Raw -43929.735234 + Penalty 2787.718829 = -41142.016404
  nChanged 0
Deleting Class 36 (60 points): Lose 2903.618865 but Gain 3262.464713
Iteration 246F (14820.440000 sec): 59 clusters
  Score: Raw -91391409.313043 + Penalty 189222.953371 = -91202186.359672
  nChanged 141
Deleting Class 31 (462 points): Lose 3253.579010 but Gain 3262.464713
Iteration 247F (14894.990000 sec): 58 clusters
  Score: Raw -91389081.456795 + Penalty 185960.488658 = -91203120.968137
  nChanged 494
Iteration 248Q (14943.830000 sec): 58 clusters
  Score: Raw -91390617.487283 + Penalty 185960.488658 = -91204656.998625
  nChanged 58
Iteration 249Q (14992.060000 sec): 58 clusters
  Score: Raw -91390683.096626 + Penalty 185960.488658 = -91204722.607968
  nChanged 22
Iteration 250Q (15042.100000 sec): 58 clusters
  Score: Raw -91390763.023481 + Penalty 185960.488658 = -91204802.534823
  nChanged 19
Iteration 251Q (15088.490000 sec): 58 clusters
  Score: Raw -91390816.189644 + Penalty 185960.488658 = -91204855.700986
  nChanged 16
Iteration 252Q (15136.600000 sec): 58 clusters
  Score: Raw -91390856.351242 + Penalty 185960.488658 = -91204895.862584
  nChanged 11
Iteration 253Q (15185.110000 sec): 58 clusters
  Score: Raw -91390885.138490 + Penalty 185960.488658 = -91204924.649831
  nChanged 10
Iteration 254Q (15233.850000 sec): 58 clusters
  Score: Raw -91390894.017836 + Penalty 185960.488658 = -91204933.529177
  nChanged 7
Iteration 255Q (15281.320000 sec): 58 clusters
  Score: Raw -91390928.499122 + Penalty 185960.488658 = -91204968.010464
  nChanged 10
Iteration 256Q (15322.610000 sec): 58 clusters
  Score: Raw -91391044.057790 + Penalty 185960.488658 = -91205083.569132
  nChanged 6
Iteration 257Q (15369.400000 sec): 58 clusters
  Score: Raw -91391093.165484 + Penalty 185960.488658 = -91205132.676826
  nChanged 3
Iteration 258Q (15418.900000 sec): 58 clusters
  Score: Raw -91391134.210074 + Penalty 185960.488658 = -91205173.721416
  nChanged 1
Writing temp clu file 
Because OldScore, -91205132.676826, is greater than current (better) Score,-91205173.721416 
 Compute initial score before splitting:   Score: Raw -91391134.210074 + Penalty 185960.488658 = -91205173.721416
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15419.240000 sec): 2 clusters
  Score: Raw -47472.979105 + Penalty 1467.885676 = -46005.093429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15419.450000 sec): 3 clusters
  Score: Raw -47599.655127 + Penalty 2935.771352 = -44663.883776
  nChanged 60
		SP:Iteration 1F (15419.620000 sec): 3 clusters
  Score: Raw -47742.778135 + Penalty 2935.771352 = -44807.006784
  nChanged 19
		SP:Iteration 2F (15419.750000 sec): 3 clusters
  Score: Raw -47851.617741 + Penalty 2935.771352 = -44915.846389
  nChanged 26
		SP:Iteration 3F (15419.960000 sec): 3 clusters
  Score: Raw -47986.955518 + Penalty 2935.771352 = -45051.184166
  nChanged 20
		SP:Iteration 4F (15420.150000 sec): 3 clusters
  Score: Raw -48121.190496 + Penalty 2935.771352 = -45185.419144
  nChanged 16
		SP:Iteration 5Q (15420.300000 sec): 3 clusters
  Score: Raw -48219.373805 + Penalty 2935.771352 = -45283.602453
  nChanged 10
		SP:Iteration 6Q (15420.440000 sec): 3 clusters
  Score: Raw -48273.560438 + Penalty 2935.771352 = -45337.789086
  nChanged 5
		SP:Iteration 7Q (15420.640000 sec): 3 clusters
  Score: Raw -48323.437930 + Penalty 2935.771352 = -45387.666579
  nChanged 1
		SP:Iteration 8Q (15420.790000 sec): 3 clusters
  Score: Raw -48327.282869 + Penalty 2935.771352 = -45391.511517
  nChanged 0
		SP:Iteration 9F (15420.980000 sec): 3 clusters
  Score: Raw -48327.282869 + Penalty 2935.771352 = -45391.511517
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15421.050000 sec): 2 clusters
  Score: Raw -77146.010984 + Penalty 1531.615083 = -75614.395901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15421.250000 sec): 3 clusters
  Score: Raw -77196.688810 + Penalty 3063.230166 = -74133.458644
  nChanged 83
		SP:Iteration 1F (15421.430000 sec): 3 clusters
  Score: Raw -77377.751175 + Penalty 3063.230166 = -74314.521009
  nChanged 30
		SP:Iteration 2F (15421.610000 sec): 3 clusters
  Score: Raw -77444.687083 + Penalty 3063.230166 = -74381.456917
  nChanged 16
		SP:Iteration 3Q (15421.820000 sec): 3 clusters
  Score: Raw -77473.709759 + Penalty 3063.230166 = -74410.479593
  nChanged 7
		SP:Iteration 4Q (15422.000000 sec): 3 clusters
  Score: Raw -77507.559314 + Penalty 3063.230166 = -74444.329148
  nChanged 3
		SP:Iteration 5Q (15422.190000 sec): 3 clusters
  Score: Raw -77513.655471 + Penalty 3063.230166 = -74450.425305
  nChanged 1
		SP:Iteration 6Q (15422.290000 sec): 3 clusters
  Score: Raw -77513.949926 + Penalty 3063.230166 = -74450.719760
  nChanged 1
		SP:Iteration 7Q (15422.430000 sec): 3 clusters
  Score: Raw -77514.582588 + Penalty 3063.230166 = -74451.352422
  nChanged 0
		SP:Iteration 8F (15422.570000 sec): 3 clusters
  Score: Raw -77514.582588 + Penalty 3063.230166 = -74451.352422
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15422.720000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15422.870000 sec): 3 clusters
  Score: Raw -221740.078992 + Penalty 3514.607126 = -218225.471866
  nChanged 324
		SP:Iteration 1F (15423.000000 sec): 3 clusters
  Score: Raw -222090.175693 + Penalty 3514.607126 = -218575.568567
  nChanged 97
		SP:Iteration 2F (15423.190000 sec): 3 clusters
  Score: Raw -222253.328920 + Penalty 3514.607126 = -218738.721794
  nChanged 66
		SP:Iteration 3F (15423.330000 sec): 3 clusters
  Score: Raw -222359.907603 + Penalty 3514.607126 = -218845.300476
  nChanged 43
		SP:Iteration 4Q (15423.460000 sec): 3 clusters
  Score: Raw -222425.022475 + Penalty 3514.607126 = -218910.415349
  nChanged 29
		SP:Iteration 5Q (15423.610000 sec): 3 clusters
  Score: Raw -222466.314581 + Penalty 3514.607126 = -218951.707455
  nChanged 26
		SP:Iteration 6Q (15423.780000 sec): 3 clusters
  Score: Raw -222506.023537 + Penalty 3514.607126 = -218991.416410
  nChanged 20
		SP:Iteration 7Q (15423.960000 sec): 3 clusters
  Score: Raw -222533.659458 + Penalty 3514.607126 = -219019.052331
  nChanged 12
		SP:Iteration 8Q (15424.130000 sec): 3 clusters
  Score: Raw -222548.173577 + Penalty 3514.607126 = -219033.566450
  nChanged 10
		SP:Iteration 9Q (15424.250000 sec): 3 clusters
  Score: Raw -222564.499230 + Penalty 3514.607126 = -219049.892104
  nChanged 13
		SP:Iteration 10Q (15424.450000 sec): 3 clusters
  Score: Raw -222582.812169 + Penalty 3514.607126 = -219068.205042
  nChanged 11
		SP:Iteration 11Q (15424.650000 sec): 3 clusters
  Score: Raw -222602.715252 + Penalty 3514.607126 = -219088.108126
  nChanged 8
		SP:Iteration 12Q (15424.860000 sec): 3 clusters
  Score: Raw -222621.433631 + Penalty 3514.607126 = -219106.826505
  nChanged 16
		SP:Iteration 13Q (15424.980000 sec): 3 clusters
  Score: Raw -222656.322149 + Penalty 3514.607126 = -219141.715023
  nChanged 16
		SP:Iteration 14Q (15425.190000 sec): 3 clusters
  Score: Raw -222683.957340 + Penalty 3514.607126 = -219169.350214
  nChanged 25
		SP:Iteration 15Q (15425.380000 sec): 3 clusters
  Score: Raw -222721.807114 + Penalty 3514.607126 = -219207.199988
  nChanged 23
		SP:Iteration 16Q (15425.560000 sec): 3 clusters
  Score: Raw -222760.635078 + Penalty 3514.607126 = -219246.027951
  nChanged 22
		SP:Iteration 17Q (15425.740000 sec): 3 clusters
  Score: Raw -222800.465656 + Penalty 3514.607126 = -219285.858530
  nChanged 24
		SP:Iteration 18Q (15425.910000 sec): 3 clusters
  Score: Raw -222859.216915 + Penalty 3514.607126 = -219344.609789
  nChanged 32
		SP:Iteration 19Q (15426.150000 sec): 3 clusters
  Score: Raw -222931.176940 + Penalty 3514.607126 = -219416.569814
  nChanged 33
		SP:Iteration 20F (15426.290000 sec): 3 clusters
  Score: Raw -223007.672279 + Penalty 3514.607126 = -219493.065153
  nChanged 29
		SP:Iteration 21Q (15426.470000 sec): 3 clusters
  Score: Raw -223082.463798 + Penalty 3514.607126 = -219567.856671
  nChanged 23
		SP:Iteration 22Q (15426.590000 sec): 3 clusters
  Score: Raw -223138.975284 + Penalty 3514.607126 = -219624.368158
  nChanged 23
		SP:Iteration 23Q (15426.730000 sec): 3 clusters
  Score: Raw -223202.165883 + Penalty 3514.607126 = -219687.558757
  nChanged 24
		SP:Iteration 24Q (15426.860000 sec): 3 clusters
  Score: Raw -223288.990542 + Penalty 3514.607126 = -219774.383416
  nChanged 16
		SP:Iteration 25Q (15426.990000 sec): 3 clusters
  Score: Raw -223328.918890 + Penalty 3514.607126 = -219814.311763
  nChanged 5
		SP:Iteration 26Q (15427.130000 sec): 3 clusters
  Score: Raw -223336.780226 + Penalty 3514.607126 = -219822.173099
  nChanged 0
		SP:Iteration 27F (15427.270000 sec): 3 clusters
  Score: Raw -223336.780226 + Penalty 3514.607126 = -219822.173099
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15427.360000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15427.500000 sec): 3 clusters
  Score: Raw -27167.908115 + Penalty 2547.356025 = -24620.552090
  nChanged 2
		SP:Iteration 1Q (15427.670000 sec): 3 clusters
  Score: Raw -27175.148284 + Penalty 2547.356025 = -24627.792259
  nChanged 2
		SP:Iteration 2Q (15427.850000 sec): 3 clusters
  Score: Raw -27190.822854 + Penalty 2547.356025 = -24643.466829
  nChanged 2
		SP:Iteration 3Q (15427.990000 sec): 3 clusters
  Score: Raw -27196.886640 + Penalty 2547.356025 = -24649.530615
  nChanged 1
		SP:Iteration 4Q (15428.100000 sec): 3 clusters
  Score: Raw -27199.620621 + Penalty 2547.356025 = -24652.264596
  nChanged 0
		SP:Iteration 5F (15428.290000 sec): 3 clusters
  Score: Raw -27199.620621 + Penalty 2547.356025 = -24652.264596
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15428.410000 sec): 2 clusters
  Score: Raw -907448.131546 + Penalty 2118.919402 = -905329.212144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15428.600000 sec): 3 clusters
  Score: Raw -904998.667728 + Penalty 4237.838803 = -900760.828925
  nChanged 1990
		SP:Iteration 1F (15428.790000 sec): 3 clusters
  Score: Raw -906145.627046 + Penalty 4237.838803 = -901907.788243
  nChanged 367
		SP:Iteration 2F (15428.970000 sec): 3 clusters
  Score: Raw -906374.310439 + Penalty 4237.838803 = -902136.471636
  nChanged 244
		SP:Iteration 3Q (15429.160000 sec): 3 clusters
  Score: Raw -906503.836699 + Penalty 4237.838803 = -902265.997895
  nChanged 178
		SP:Iteration 4Q (15429.350000 sec): 3 clusters
  Score: Raw -906595.177775 + Penalty 4237.838803 = -902357.338972
  nChanged 141
		SP:Iteration 5Q (15429.520000 sec): 3 clusters
  Score: Raw -906668.816207 + Penalty 4237.838803 = -902430.977404
  nChanged 145
		SP:Iteration 6Q (15429.690000 sec): 3 clusters
  Score: Raw -906747.981231 + Penalty 4237.838803 = -902510.142428
  nChanged 129
		SP:Iteration 7Q (15429.860000 sec): 3 clusters
  Score: Raw -906838.051228 + Penalty 4237.838803 = -902600.212425
  nChanged 167
		SP:Iteration 8Q (15430.030000 sec): 3 clusters
  Score: Raw -906947.232037 + Penalty 4237.838803 = -902709.393234
  nChanged 152
		SP:Iteration 9Q (15430.200000 sec): 3 clusters
  Score: Raw -907060.855315 + Penalty 4237.838803 = -902823.016512
  nChanged 158
		SP:Iteration 10Q (15430.370000 sec): 3 clusters
  Score: Raw -907181.909146 + Penalty 4237.838803 = -902944.070343
  nChanged 151
		SP:Iteration 11Q (15430.540000 sec): 3 clusters
  Score: Raw -907330.322034 + Penalty 4237.838803 = -903092.483230
  nChanged 159
		SP:Iteration 12Q (15430.710000 sec): 3 clusters
  Score: Raw -907514.620610 + Penalty 4237.838803 = -903276.781807
  nChanged 158
		SP:Iteration 13Q (15430.900000 sec): 3 clusters
  Score: Raw -907668.101730 + Penalty 4237.838803 = -903430.262926
  nChanged 152
		SP:Iteration 14Q (15431.090000 sec): 3 clusters
  Score: Raw -907779.888707 + Penalty 4237.838803 = -903542.049903
  nChanged 134
		SP:Iteration 15Q (15431.240000 sec): 3 clusters
  Score: Raw -907857.311167 + Penalty 4237.838803 = -903619.472364
  nChanged 103
		SP:Iteration 16Q (15431.390000 sec): 3 clusters
  Score: Raw -907915.636906 + Penalty 4237.838803 = -903677.798103
  nChanged 87
		SP:Iteration 17Q (15431.570000 sec): 3 clusters
  Score: Raw -907959.394999 + Penalty 4237.838803 = -903721.556196
  nChanged 73
		SP:Iteration 18Q (15431.760000 sec): 3 clusters
  Score: Raw -907993.600779 + Penalty 4237.838803 = -903755.761976
  nChanged 67
		SP:Iteration 19Q (15431.950000 sec): 3 clusters
  Score: Raw -908026.921008 + Penalty 4237.838803 = -903789.082204
  nChanged 46
		SP:Iteration 20F (15432.140000 sec): 3 clusters
  Score: Raw -908047.326752 + Penalty 4237.838803 = -903809.487948
  nChanged 34
		SP:Iteration 21Q (15432.330000 sec): 3 clusters
  Score: Raw -908058.639529 + Penalty 4237.838803 = -903820.800726
  nChanged 34
		SP:Iteration 22Q (15432.510000 sec): 3 clusters
  Score: Raw -908070.439504 + Penalty 4237.838803 = -903832.600701
  nChanged 26
		SP:Iteration 23Q (15432.700000 sec): 3 clusters
  Score: Raw -908080.315619 + Penalty 4237.838803 = -903842.476816
  nChanged 19
		SP:Iteration 24Q (15432.910000 sec): 3 clusters
  Score: Raw -908086.732988 + Penalty 4237.838803 = -903848.894185
  nChanged 9
		SP:Iteration 25Q (15433.070000 sec): 3 clusters
  Score: Raw -908089.273968 + Penalty 4237.838803 = -903851.435164
  nChanged 10
		SP:Iteration 26Q (15433.260000 sec): 3 clusters
  Score: Raw -908091.894251 + Penalty 4237.838803 = -903854.055448
  nChanged 11
		SP:Iteration 27Q (15433.450000 sec): 3 clusters
  Score: Raw -908095.483796 + Penalty 4237.838803 = -903857.644993
  nChanged 11
		SP:Iteration 28Q (15433.680000 sec): 3 clusters
  Score: Raw -908098.825967 + Penalty 4237.838803 = -903860.987164
  nChanged 8
		SP:Iteration 29Q (15433.830000 sec): 3 clusters
  Score: Raw -908100.968665 + Penalty 4237.838803 = -903863.129862
  nChanged 2
		SP:Iteration 30Q (15434.020000 sec): 3 clusters
  Score: Raw -908101.523704 + Penalty 4237.838803 = -903863.684901
  nChanged 1
		SP:Iteration 31Q (15434.200000 sec): 3 clusters
  Score: Raw -908101.637269 + Penalty 4237.838803 = -903863.798465
  nChanged 1
		SP:Iteration 32Q (15434.390000 sec): 3 clusters
  Score: Raw -908102.055206 + Penalty 4237.838803 = -903864.216402
  nChanged 3
		SP:Iteration 33Q (15434.580000 sec): 3 clusters
  Score: Raw -908102.701117 + Penalty 4237.838803 = -903864.862314
  nChanged 3
		SP:Iteration 34Q (15434.770000 sec): 3 clusters
  Score: Raw -908103.477872 + Penalty 4237.838803 = -903865.639068
  nChanged 1
		SP:Iteration 35Q (15434.950000 sec): 3 clusters
  Score: Raw -908103.578117 + Penalty 4237.838803 = -903865.739314
  nChanged 2
		SP:Iteration 36Q (15435.210000 sec): 3 clusters
  Score: Raw -908104.600361 + Penalty 4237.838803 = -903866.761558
  nChanged 5
		SP:Iteration 37Q (15435.410000 sec): 3 clusters
  Score: Raw -908105.933437 + Penalty 4237.838803 = -903868.094634
  nChanged 6
		SP:Iteration 38Q (15435.600000 sec): 3 clusters
  Score: Raw -908107.366199 + Penalty 4237.838803 = -903869.527396
  nChanged 6
		SP:Iteration 39Q (15435.770000 sec): 3 clusters
  Score: Raw -908109.162505 + Penalty 4237.838803 = -903871.323702
  nChanged 4
		SP:Iteration 40F (15435.940000 sec): 3 clusters
  Score: Raw -908109.798210 + Penalty 4237.838803 = -903871.959407
  nChanged 3
		SP:Iteration 41Q (15436.130000 sec): 3 clusters
  Score: Raw -908110.534025 + Penalty 4237.838803 = -903872.695221
  nChanged 3
		SP:Iteration 42Q (15436.350000 sec): 3 clusters
  Score: Raw -908111.186820 + Penalty 4237.838803 = -903873.348017
  nChanged 2
		SP:Iteration 43Q (15436.590000 sec): 3 clusters
  Score: Raw -908112.392460 + Penalty 4237.838803 = -903874.553657
  nChanged 5
		SP:Iteration 44Q (15436.810000 sec): 3 clusters
  Score: Raw -908113.409639 + Penalty 4237.838803 = -903875.570836
  nChanged 4
		SP:Iteration 45Q (15437.080000 sec): 3 clusters
  Score: Raw -908114.233763 + Penalty 4237.838803 = -903876.394960
  nChanged 1
		SP:Iteration 46Q (15437.260000 sec): 3 clusters
  Score: Raw -908114.432951 + Penalty 4237.838803 = -903876.594148
  nChanged 1
		SP:Iteration 47Q (15437.470000 sec): 3 clusters
  Score: Raw -908114.544764 + Penalty 4237.838803 = -903876.705961
  nChanged 0
		SP:Iteration 48F (15437.680000 sec): 3 clusters
  Score: Raw -908114.544764 + Penalty 4237.838803 = -903876.705961
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15437.790000 sec): 2 clusters
  Score: Raw -60456.891397 + Penalty 1500.333897 = -58956.557500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15438.000000 sec): 3 clusters
  Score: Raw -60692.614145 + Penalty 3000.667794 = -57691.946351
  nChanged 97
		SP:Iteration 1F (15438.160000 sec): 3 clusters
  Score: Raw -61035.653753 + Penalty 3000.667794 = -58034.985959
  nChanged 33
		SP:Iteration 2F (15438.390000 sec): 3 clusters
  Score: Raw -61191.986365 + Penalty 3000.667794 = -58191.318571
  nChanged 17
		SP:Iteration 3Q (15438.560000 sec): 3 clusters
  Score: Raw -61262.809161 + Penalty 3000.667794 = -58262.141367
  nChanged 11
		SP:Iteration 4Q (15438.730000 sec): 3 clusters
  Score: Raw -61292.986090 + Penalty 3000.667794 = -58292.318296
  nChanged 5
		SP:Iteration 5Q (15438.910000 sec): 3 clusters
  Score: Raw -61312.260166 + Penalty 3000.667794 = -58311.592373
  nChanged 2
		SP:Iteration 6Q (15439.060000 sec): 3 clusters
  Score: Raw -61318.669119 + Penalty 3000.667794 = -58318.001325
  nChanged 5
		SP:Iteration 7Q (15439.190000 sec): 3 clusters
  Score: Raw -61336.743396 + Penalty 3000.667794 = -58336.075603
  nChanged 1
		SP:Iteration 8Q (15439.330000 sec): 3 clusters
  Score: Raw -61338.154913 + Penalty 3000.667794 = -58337.487120
  nChanged 0
		SP:Iteration 9F (15439.470000 sec): 3 clusters
  Score: Raw -61338.154913 + Penalty 3000.667794 = -58337.487120
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15439.570000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15439.770000 sec): 3 clusters
  Score: Raw -280243.443410 + Penalty 3634.904927 = -276608.538483
  nChanged 428
		SP:Iteration 1F (15440.040000 sec): 3 clusters
  Score: Raw -280563.488789 + Penalty 3634.904927 = -276928.583862
  nChanged 100
		SP:Iteration 2F (15440.240000 sec): 3 clusters
  Score: Raw -280657.358466 + Penalty 3634.904927 = -277022.453539
  nChanged 57
		SP:Iteration 3Q (15440.390000 sec): 3 clusters
  Score: Raw -280707.332228 + Penalty 3634.904927 = -277072.427301
  nChanged 37
		SP:Iteration 4Q (15440.590000 sec): 3 clusters
  Score: Raw -280739.424215 + Penalty 3634.904927 = -277104.519288
  nChanged 29
		SP:Iteration 5Q (15440.740000 sec): 3 clusters
  Score: Raw -280765.019843 + Penalty 3634.904927 = -277130.114916
  nChanged 19
		SP:Iteration 6Q (15440.900000 sec): 3 clusters
  Score: Raw -280782.523956 + Penalty 3634.904927 = -277147.619029
  nChanged 26
		SP:Iteration 7Q (15441.080000 sec): 3 clusters
  Score: Raw -280805.034992 + Penalty 3634.904927 = -277170.130065
  nChanged 15
		SP:Iteration 8Q (15441.210000 sec): 3 clusters
  Score: Raw -280821.661642 + Penalty 3634.904927 = -277186.756715
  nChanged 20
		SP:Iteration 9Q (15441.350000 sec): 3 clusters
  Score: Raw -280836.467938 + Penalty 3634.904927 = -277201.563011
  nChanged 21
		SP:Iteration 10Q (15441.490000 sec): 3 clusters
  Score: Raw -280851.091473 + Penalty 3634.904927 = -277216.186545
  nChanged 22
		SP:Iteration 11Q (15441.620000 sec): 3 clusters
  Score: Raw -280868.713974 + Penalty 3634.904927 = -277233.809047
  nChanged 21
		SP:Iteration 12Q (15441.760000 sec): 3 clusters
  Score: Raw -280886.199969 + Penalty 3634.904927 = -277251.295042
  nChanged 18
		SP:Iteration 13Q (15441.890000 sec): 3 clusters
  Score: Raw -280902.666975 + Penalty 3634.904927 = -277267.762048
  nChanged 14
		SP:Iteration 14Q (15442.010000 sec): 3 clusters
  Score: Raw -280916.612990 + Penalty 3634.904927 = -277281.708063
  nChanged 11
		SP:Iteration 15Q (15442.190000 sec): 3 clusters
  Score: Raw -280923.213427 + Penalty 3634.904927 = -277288.308500
  nChanged 8
		SP:Iteration 16Q (15442.320000 sec): 3 clusters
  Score: Raw -280928.571741 + Penalty 3634.904927 = -277293.666814
  nChanged 7
		SP:Iteration 17Q (15442.450000 sec): 3 clusters
  Score: Raw -280933.376612 + Penalty 3634.904927 = -277298.471685
  nChanged 7
		SP:Iteration 18Q (15442.590000 sec): 3 clusters
  Score: Raw -280938.177235 + Penalty 3634.904927 = -277303.272308
  nChanged 5
		SP:Iteration 19Q (15442.760000 sec): 3 clusters
  Score: Raw -280942.375927 + Penalty 3634.904927 = -277307.471000
  nChanged 6
		SP:Iteration 20F (15442.950000 sec): 3 clusters
  Score: Raw -280946.416739 + Penalty 3634.904927 = -277311.511812
  nChanged 3
		SP:Iteration 21Q (15443.140000 sec): 3 clusters
  Score: Raw -280948.025283 + Penalty 3634.904927 = -277313.120356
  nChanged 5
		SP:Iteration 22Q (15443.310000 sec): 3 clusters
  Score: Raw -280950.729355 + Penalty 3634.904927 = -277315.824428
  nChanged 3
		SP:Iteration 23Q (15443.480000 sec): 3 clusters
  Score: Raw -280952.738232 + Penalty 3634.904927 = -277317.833305
  nChanged 3
		SP:Iteration 24Q (15443.660000 sec): 3 clusters
  Score: Raw -280953.998525 + Penalty 3634.904927 = -277319.093598
  nChanged 3
		SP:Iteration 25Q (15443.830000 sec): 3 clusters
  Score: Raw -280955.307116 + Penalty 3634.904927 = -277320.402189
  nChanged 0
		SP:Iteration 26F (15444.010000 sec): 3 clusters
  Score: Raw -280955.307116 + Penalty 3634.904927 = -277320.402189
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15444.100000 sec): 2 clusters
  Score: Raw -27791.757628 + Penalty 1373.258898 = -26418.498730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15444.280000 sec): 3 clusters
  Score: Raw -27993.054970 + Penalty 2746.517796 = -25246.537174
  nChanged 31
		SP:Iteration 1F (15444.390000 sec): 3 clusters
  Score: Raw -28101.512922 + Penalty 2746.517796 = -25354.995125
  nChanged 9
		SP:Iteration 2Q (15444.520000 sec): 3 clusters
  Score: Raw -28125.240730 + Penalty 2746.517796 = -25378.722933
  nChanged 6
		SP:Iteration 3Q (15444.670000 sec): 3 clusters
  Score: Raw -28141.659529 + Penalty 2746.517796 = -25395.141733
  nChanged 2
		SP:Iteration 4Q (15444.810000 sec): 3 clusters
  Score: Raw -28156.262774 + Penalty 2746.517796 = -25409.744977
  nChanged 3
		SP:Iteration 5Q (15444.940000 sec): 3 clusters
  Score: Raw -28173.633987 + Penalty 2746.517796 = -25427.116191
  nChanged 0
		SP:Iteration 6F (15445.040000 sec): 3 clusters
  Score: Raw -28173.633987 + Penalty 2746.517796 = -25427.116191
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15445.090000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15445.230000 sec): 3 clusters
  Score: Raw -218607.127426 + Penalty 3502.847050 = -215104.280377
  nChanged 318
		SP:Iteration 1F (15445.400000 sec): 3 clusters
  Score: Raw -218954.427202 + Penalty 3502.847050 = -215451.580153
  nChanged 78
		SP:Iteration 2F (15445.530000 sec): 3 clusters
  Score: Raw -219057.601525 + Penalty 3502.847050 = -215554.754475
  nChanged 43
		SP:Iteration 3Q (15445.630000 sec): 3 clusters
  Score: Raw -219125.364630 + Penalty 3502.847050 = -215622.517581
  nChanged 39
		SP:Iteration 4Q (15445.730000 sec): 3 clusters
  Score: Raw -219210.856534 + Penalty 3502.847050 = -215708.009484
  nChanged 30
		SP:Iteration 5Q (15445.850000 sec): 3 clusters
  Score: Raw -219276.909898 + Penalty 3502.847050 = -215774.062848
  nChanged 32
		SP:Iteration 6Q (15445.990000 sec): 3 clusters
  Score: Raw -219329.487333 + Penalty 3502.847050 = -215826.640283
  nChanged 33
		SP:Iteration 7Q (15446.130000 sec): 3 clusters
  Score: Raw -219387.948279 + Penalty 3502.847050 = -215885.101229
  nChanged 40
		SP:Iteration 8Q (15446.260000 sec): 3 clusters
  Score: Raw -219450.509840 + Penalty 3502.847050 = -215947.662790
  nChanged 35
		SP:Iteration 9Q (15446.450000 sec): 3 clusters
  Score: Raw -219520.122027 + Penalty 3502.847050 = -216017.274978
  nChanged 31
		SP:Iteration 10Q (15446.550000 sec): 3 clusters
  Score: Raw -219567.144429 + Penalty 3502.847050 = -216064.297380
  nChanged 19
		SP:Iteration 11Q (15446.680000 sec): 3 clusters
  Score: Raw -219600.904294 + Penalty 3502.847050 = -216098.057244
  nChanged 16
		SP:Iteration 12Q (15446.850000 sec): 3 clusters
  Score: Raw -219621.117162 + Penalty 3502.847050 = -216118.270112
  nChanged 10
		SP:Iteration 13Q (15446.990000 sec): 3 clusters
  Score: Raw -219635.044081 + Penalty 3502.847050 = -216132.197031
  nChanged 13
		SP:Iteration 14Q (15447.150000 sec): 3 clusters
  Score: Raw -219652.152877 + Penalty 3502.847050 = -216149.305827
  nChanged 10
		SP:Iteration 15Q (15447.240000 sec): 3 clusters
  Score: Raw -219671.734152 + Penalty 3502.847050 = -216168.887102
  nChanged 16
		SP:Iteration 16Q (15447.420000 sec): 3 clusters
  Score: Raw -219699.785275 + Penalty 3502.847050 = -216196.938226
  nChanged 8
		SP:Iteration 17Q (15447.610000 sec): 3 clusters
  Score: Raw -219718.718642 + Penalty 3502.847050 = -216215.871593
  nChanged 11
		SP:Iteration 18Q (15447.800000 sec): 3 clusters
  Score: Raw -219735.535727 + Penalty 3502.847050 = -216232.688677
  nChanged 9
		SP:Iteration 19Q (15447.990000 sec): 3 clusters
  Score: Raw -219746.807517 + Penalty 3502.847050 = -216243.960467
  nChanged 3
		SP:Iteration 20F (15448.110000 sec): 3 clusters
  Score: Raw -219751.217386 + Penalty 3502.847050 = -216248.370337
  nChanged 4
		SP:Iteration 21Q (15448.270000 sec): 3 clusters
  Score: Raw -219759.592541 + Penalty 3502.847050 = -216256.745491
  nChanged 6
		SP:Iteration 22Q (15448.450000 sec): 3 clusters
  Score: Raw -219767.043500 + Penalty 3502.847050 = -216264.196451
  nChanged 3
		SP:Iteration 23Q (15448.590000 sec): 3 clusters
  Score: Raw -219774.078403 + Penalty 3502.847050 = -216271.231354
  nChanged 4
		SP:Iteration 24Q (15448.730000 sec): 3 clusters
  Score: Raw -219780.783963 + Penalty 3502.847050 = -216277.936914
  nChanged 3
		SP:Iteration 25Q (15448.880000 sec): 3 clusters
  Score: Raw -219783.342114 + Penalty 3502.847050 = -216280.495065
  nChanged 1
		SP:Iteration 26Q (15449.040000 sec): 3 clusters
  Score: Raw -219784.245858 + Penalty 3502.847050 = -216281.398809
  nChanged 0
		SP:Iteration 27F (15449.170000 sec): 3 clusters
  Score: Raw -219784.245858 + Penalty 3502.847050 = -216281.398809
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15449.210000 sec): 2 clusters
  Score: Raw -15707.862044 + Penalty 1165.719131 = -14542.142913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15449.350000 sec): 3 clusters
  Score: Raw -16022.198651 + Penalty 2331.438261 = -13690.760389
  nChanged 2
		SP:Iteration 1Q (15449.440000 sec): 3 clusters
  Score: Raw -16039.603987 + Penalty 2331.438261 = -13708.165726
  nChanged 0
		SP:Iteration 2F (15449.530000 sec): 3 clusters
  Score: Raw -16039.603987 + Penalty 2331.438261 = -13708.165726
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15449.620000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15449.770000 sec): 3 clusters
  Score: Raw -35278.288355 + Penalty 2681.957199 = -32596.331156
  nChanged 23
		SP:Iteration 1F (15449.910000 sec): 3 clusters
  Score: Raw -35392.052229 + Penalty 2681.957199 = -32710.095030
  nChanged 3
		SP:Iteration 2Q (15450.010000 sec): 3 clusters
  Score: Raw -35413.468269 + Penalty 2681.957199 = -32731.511070
  nChanged 2
		SP:Iteration 3Q (15450.100000 sec): 3 clusters
  Score: Raw -35426.724456 + Penalty 2681.957199 = -32744.767258
  nChanged 1
		SP:Iteration 4Q (15450.250000 sec): 3 clusters
  Score: Raw -35443.748588 + Penalty 2681.957199 = -32761.791389
  nChanged 1
		SP:Iteration 5Q (15450.340000 sec): 3 clusters
  Score: Raw -35462.950888 + Penalty 2681.957199 = -32780.993689
  nChanged 2
		SP:Iteration 6Q (15450.490000 sec): 3 clusters
  Score: Raw -35507.493242 + Penalty 2681.957199 = -32825.536043
  nChanged 2
		SP:Iteration 7Q (15450.630000 sec): 3 clusters
  Score: Raw -35594.853287 + Penalty 2681.957199 = -32912.896088
  nChanged 3
		SP:Iteration 8Q (15450.810000 sec): 3 clusters
  Score: Raw -35610.367035 + Penalty 2681.957199 = -32928.409837
  nChanged 1
		SP:Iteration 9Q (15450.940000 sec): 3 clusters
  Score: Raw -35616.372200 + Penalty 2681.957199 = -32934.415001
  nChanged 1
		SP:Iteration 10Q (15451.060000 sec): 3 clusters
  Score: Raw -35618.605881 + Penalty 2681.957199 = -32936.648682
  nChanged 0
		SP:Iteration 11F (15451.200000 sec): 3 clusters
  Score: Raw -35618.605881 + Penalty 2681.957199 = -32936.648682
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15451.250000 sec): 2 clusters
  Score: Raw -49732.065862 + Penalty 1446.306854 = -48285.759008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15451.380000 sec): 3 clusters
  Score: Raw -50069.926628 + Penalty 2892.613709 = -47177.312919
  nChanged 66
		SP:Iteration 1F (15451.510000 sec): 3 clusters
  Score: Raw -50333.463877 + Penalty 2892.613709 = -47440.850168
  nChanged 17
		SP:Iteration 2Q (15451.630000 sec): 3 clusters
  Score: Raw -50482.230670 + Penalty 2892.613709 = -47589.616961
  nChanged 14
		SP:Iteration 3Q (15451.770000 sec): 3 clusters
  Score: Raw -50567.878375 + Penalty 2892.613709 = -47675.264666
  nChanged 13
		SP:Iteration 4Q (15451.910000 sec): 3 clusters
  Score: Raw -50733.684756 + Penalty 2892.613709 = -47841.071047
  nChanged 8
		SP:Iteration 5Q (15452.040000 sec): 3 clusters
  Score: Raw -50849.887672 + Penalty 2892.613709 = -47957.273963
  nChanged 8
		SP:Iteration 6Q (15452.180000 sec): 3 clusters
  Score: Raw -50912.514117 + Penalty 2892.613709 = -48019.900409
  nChanged 3
		SP:Iteration 7Q (15452.270000 sec): 3 clusters
  Score: Raw -50922.009515 + Penalty 2892.613709 = -48029.395806
  nChanged 1
		SP:Iteration 8Q (15452.410000 sec): 3 clusters
  Score: Raw -50924.131685 + Penalty 2892.613709 = -48031.517976
  nChanged 1
		SP:Iteration 9Q (15452.550000 sec): 3 clusters
  Score: Raw -50925.379615 + Penalty 2892.613709 = -48032.765907
  nChanged 0
		SP:Iteration 10F (15452.690000 sec): 3 clusters
  Score: Raw -50925.379615 + Penalty 2892.613709 = -48032.765907
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15452.850000 sec): 2 clusters
  Score: Raw -2513846.171196 + Penalty 2359.690131 = -2511486.481065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15453.150000 sec): 3 clusters
  Score: Raw -2506155.072779 + Penalty 4719.380263 = -2501435.692516
  nChanged 5813
		SP:Iteration 1F (15453.410000 sec): 3 clusters
  Score: Raw -2509260.382519 + Penalty 4719.380263 = -2504541.002257
  nChanged 836
		SP:Iteration 2F (15453.680000 sec): 3 clusters
  Score: Raw -2509634.292939 + Penalty 4719.380263 = -2504914.912677
  nChanged 713
		SP:Iteration 3F (15453.930000 sec): 3 clusters
  Score: Raw -2509987.312780 + Penalty 4719.380263 = -2505267.932518
  nChanged 674
		SP:Iteration 4Q (15454.190000 sec): 3 clusters
  Score: Raw -2510354.658302 + Penalty 4719.380263 = -2505635.278039
  nChanged 676
		SP:Iteration 5Q (15454.500000 sec): 3 clusters
  Score: Raw -2510743.549898 + Penalty 4719.380263 = -2506024.169635
  nChanged 701
		SP:Iteration 6F (15454.740000 sec): 3 clusters
  Score: Raw -2511154.914776 + Penalty 4719.380263 = -2506435.534513
  nChanged 700
		SP:Iteration 7F (15455.000000 sec): 3 clusters
  Score: Raw -2511574.849603 + Penalty 4719.380263 = -2506855.469340
  nChanged 643
		SP:Iteration 8Q (15455.300000 sec): 3 clusters
  Score: Raw -2511939.981364 + Penalty 4719.380263 = -2507220.601102
  nChanged 592
		SP:Iteration 9Q (15455.580000 sec): 3 clusters
  Score: Raw -2512254.259238 + Penalty 4719.380263 = -2507534.878975
  nChanged 493
		SP:Iteration 10Q (15455.880000 sec): 3 clusters
  Score: Raw -2512476.368970 + Penalty 4719.380263 = -2507756.988707
  nChanged 414
		SP:Iteration 11Q (15456.120000 sec): 3 clusters
  Score: Raw -2512620.820832 + Penalty 4719.380263 = -2507901.440570
  nChanged 302
		SP:Iteration 12Q (15456.410000 sec): 3 clusters
  Score: Raw -2512719.453037 + Penalty 4719.380263 = -2508000.072775
  nChanged 283
		SP:Iteration 13Q (15456.630000 sec): 3 clusters
  Score: Raw -2512805.460643 + Penalty 4719.380263 = -2508086.080380
  nChanged 222
		SP:Iteration 14Q (15456.950000 sec): 3 clusters
  Score: Raw -2512882.728236 + Penalty 4719.380263 = -2508163.347974
  nChanged 253
		SP:Iteration 15Q (15457.230000 sec): 3 clusters
  Score: Raw -2512971.801495 + Penalty 4719.380263 = -2508252.421233
  nChanged 220
		SP:Iteration 16Q (15457.520000 sec): 3 clusters
  Score: Raw -2513036.942418 + Penalty 4719.380263 = -2508317.562156
  nChanged 191
		SP:Iteration 17Q (15457.790000 sec): 3 clusters
  Score: Raw -2513093.425821 + Penalty 4719.380263 = -2508374.045559
  nChanged 174
		SP:Iteration 18Q (15458.070000 sec): 3 clusters
  Score: Raw -2513142.223660 + Penalty 4719.380263 = -2508422.843397
  nChanged 160
		SP:Iteration 19Q (15458.370000 sec): 3 clusters
  Score: Raw -2513180.991855 + Penalty 4719.380263 = -2508461.611593
  nChanged 143
		SP:Iteration 20F (15458.700000 sec): 3 clusters
  Score: Raw -2513214.959311 + Penalty 4719.380263 = -2508495.579048
  nChanged 128
		SP:Iteration 21Q (15458.990000 sec): 3 clusters
  Score: Raw -2513242.815247 + Penalty 4719.380263 = -2508523.434985
  nChanged 127
		SP:Iteration 22Q (15459.330000 sec): 3 clusters
  Score: Raw -2513268.778085 + Penalty 4719.380263 = -2508549.397823
  nChanged 97
		SP:Iteration 23Q (15459.590000 sec): 3 clusters
  Score: Raw -2513287.337267 + Penalty 4719.380263 = -2508567.957004
  nChanged 87
		SP:Iteration 24Q (15459.870000 sec): 3 clusters
  Score: Raw -2513303.294288 + Penalty 4719.380263 = -2508583.914026
  nChanged 89
		SP:Iteration 25Q (15460.160000 sec): 3 clusters
  Score: Raw -2513320.735398 + Penalty 4719.380263 = -2508601.355135
  nChanged 93
		SP:Iteration 26Q (15460.430000 sec): 3 clusters
  Score: Raw -2513337.145996 + Penalty 4719.380263 = -2508617.765733
  nChanged 89
		SP:Iteration 27Q (15460.670000 sec): 3 clusters
  Score: Raw -2513356.515886 + Penalty 4719.380263 = -2508637.135624
  nChanged 91
		SP:Iteration 28Q (15460.970000 sec): 3 clusters
  Score: Raw -2513377.006299 + Penalty 4719.380263 = -2508657.626036
  nChanged 106
		SP:Iteration 29Q (15461.260000 sec): 3 clusters
  Score: Raw -2513401.186210 + Penalty 4719.380263 = -2508681.805948
  nChanged 119
		SP:Iteration 30Q (15461.470000 sec): 3 clusters
  Score: Raw -2513431.931591 + Penalty 4719.380263 = -2508712.551329
  nChanged 105
		SP:Iteration 31Q (15461.760000 sec): 3 clusters
  Score: Raw -2513457.738944 + Penalty 4719.380263 = -2508738.358681
  nChanged 95
		SP:Iteration 32Q (15462.060000 sec): 3 clusters
  Score: Raw -2513487.041727 + Penalty 4719.380263 = -2508767.661464
  nChanged 115
		SP:Iteration 33Q (15462.290000 sec): 3 clusters
  Score: Raw -2513519.630270 + Penalty 4719.380263 = -2508800.250007
  nChanged 115
		SP:Iteration 34Q (15462.600000 sec): 3 clusters
  Score: Raw -2513549.620844 + Penalty 4719.380263 = -2508830.240582
  nChanged 104
		SP:Iteration 35Q (15462.930000 sec): 3 clusters
  Score: Raw -2513579.135097 + Penalty 4719.380263 = -2508859.754834
  nChanged 103
		SP:Iteration 36Q (15463.200000 sec): 3 clusters
  Score: Raw -2513608.569192 + Penalty 4719.380263 = -2508889.188929
  nChanged 107
		SP:Iteration 37Q (15463.470000 sec): 3 clusters
  Score: Raw -2513637.330766 + Penalty 4719.380263 = -2508917.950503
  nChanged 107
		SP:Iteration 38Q (15463.730000 sec): 3 clusters
  Score: Raw -2513663.264644 + Penalty 4719.380263 = -2508943.884381
  nChanged 70
		SP:Iteration 39Q (15464.000000 sec): 3 clusters
  Score: Raw -2513680.818225 + Penalty 4719.380263 = -2508961.437963
  nChanged 90
		SP:Iteration 40F (15464.270000 sec): 3 clusters
  Score: Raw -2513705.945921 + Penalty 4719.380263 = -2508986.565659
  nChanged 88
		SP:Iteration 41Q (15464.530000 sec): 3 clusters
  Score: Raw -2513727.456007 + Penalty 4719.380263 = -2509008.075744
  nChanged 78
		SP:Iteration 42Q (15464.800000 sec): 3 clusters
  Score: Raw -2513744.424367 + Penalty 4719.380263 = -2509025.044105
  nChanged 70
		SP:Iteration 43Q (15465.140000 sec): 3 clusters
  Score: Raw -2513757.784912 + Penalty 4719.380263 = -2509038.404649
  nChanged 67
		SP:Iteration 44Q (15465.400000 sec): 3 clusters
  Score: Raw -2513773.538371 + Penalty 4719.380263 = -2509054.158108
  nChanged 69
		SP:Iteration 45Q (15465.680000 sec): 3 clusters
  Score: Raw -2513788.988719 + Penalty 4719.380263 = -2509069.608456
  nChanged 67
		SP:Iteration 46Q (15465.930000 sec): 3 clusters
  Score: Raw -2513804.074661 + Penalty 4719.380263 = -2509084.694399
  nChanged 53
		SP:Iteration 47Q (15466.190000 sec): 3 clusters
  Score: Raw -2513817.541121 + Penalty 4719.380263 = -2509098.160858
  nChanged 59
		SP:Iteration 48Q (15466.450000 sec): 3 clusters
  Score: Raw -2513833.284216 + Penalty 4719.380263 = -2509113.903953
  nChanged 54
		SP:Iteration 49Q (15466.710000 sec): 3 clusters
  Score: Raw -2513845.206611 + Penalty 4719.380263 = -2509125.826349
  nChanged 51
		SP:Iteration 50Q (15466.960000 sec): 3 clusters
  Score: Raw -2513856.363116 + Penalty 4719.380263 = -2509136.982853
  nChanged 59
		SP:Iteration 51Q (15467.220000 sec): 3 clusters
  Score: Raw -2513870.757517 + Penalty 4719.380263 = -2509151.377254
  nChanged 55
		SP:Iteration 52Q (15467.480000 sec): 3 clusters
  Score: Raw -2513881.503182 + Penalty 4719.380263 = -2509162.122920
  nChanged 54
		SP:Iteration 53Q (15467.740000 sec): 3 clusters
  Score: Raw -2513892.805603 + Penalty 4719.380263 = -2509173.425341
  nChanged 51
		SP:Iteration 54Q (15468.000000 sec): 3 clusters
  Score: Raw -2513903.137041 + Penalty 4719.380263 = -2509183.756779
  nChanged 50
		SP:Iteration 55Q (15468.260000 sec): 3 clusters
  Score: Raw -2513912.562932 + Penalty 4719.380263 = -2509193.182669
  nChanged 42
		SP:Iteration 56Q (15468.520000 sec): 3 clusters
  Score: Raw -2513921.738739 + Penalty 4719.380263 = -2509202.358477
  nChanged 40
		SP:Iteration 57Q (15468.780000 sec): 3 clusters
  Score: Raw -2513931.024303 + Penalty 4719.380263 = -2509211.644041
  nChanged 42
		SP:Iteration 58Q (15469.070000 sec): 3 clusters
  Score: Raw -2513939.545876 + Penalty 4719.380263 = -2509220.165613
  nChanged 55
		SP:Iteration 59Q (15469.330000 sec): 3 clusters
  Score: Raw -2513953.817995 + Penalty 4719.380263 = -2509234.437733
  nChanged 61
		SP:Iteration 60F (15469.570000 sec): 3 clusters
  Score: Raw -2513967.051197 + Penalty 4719.380263 = -2509247.670935
  nChanged 49
		SP:Iteration 61Q (15469.870000 sec): 3 clusters
  Score: Raw -2513979.450225 + Penalty 4719.380263 = -2509260.069962
  nChanged 44
		SP:Iteration 62Q (15470.110000 sec): 3 clusters
  Score: Raw -2513993.034614 + Penalty 4719.380263 = -2509273.654352
  nChanged 61
		SP:Iteration 63Q (15470.410000 sec): 3 clusters
  Score: Raw -2514011.031446 + Penalty 4719.380263 = -2509291.651183
  nChanged 56
		SP:Iteration 64Q (15470.690000 sec): 3 clusters
  Score: Raw -2514026.194861 + Penalty 4719.380263 = -2509306.814598
  nChanged 55
		SP:Iteration 65Q (15470.960000 sec): 3 clusters
  Score: Raw -2514039.603950 + Penalty 4719.380263 = -2509320.223687
  nChanged 50
		SP:Iteration 66Q (15471.290000 sec): 3 clusters
  Score: Raw -2514054.662982 + Penalty 4719.380263 = -2509335.282720
  nChanged 54
		SP:Iteration 67Q (15471.530000 sec): 3 clusters
  Score: Raw -2514070.041019 + Penalty 4719.380263 = -2509350.660757
  nChanged 62
		SP:Iteration 68Q (15471.830000 sec): 3 clusters
  Score: Raw -2514085.301424 + Penalty 4719.380263 = -2509365.921162
  nChanged 59
		SP:Iteration 69Q (15472.080000 sec): 3 clusters
  Score: Raw -2514099.931304 + Penalty 4719.380263 = -2509380.551041
  nChanged 54
		SP:Iteration 70Q (15472.340000 sec): 3 clusters
  Score: Raw -2514113.902632 + Penalty 4719.380263 = -2509394.522370
  nChanged 52
		SP:Iteration 71Q (15472.570000 sec): 3 clusters
  Score: Raw -2514129.110160 + Penalty 4719.380263 = -2509409.729897
  nChanged 40
		SP:Iteration 72Q (15472.870000 sec): 3 clusters
  Score: Raw -2514137.420094 + Penalty 4719.380263 = -2509418.039831
  nChanged 26
		SP:Iteration 73Q (15473.130000 sec): 3 clusters
  Score: Raw -2514143.845254 + Penalty 4719.380263 = -2509424.464992
  nChanged 31
		SP:Iteration 74Q (15473.480000 sec): 3 clusters
  Score: Raw -2514151.735540 + Penalty 4719.380263 = -2509432.355278
  nChanged 29
		SP:Iteration 75Q (15473.700000 sec): 3 clusters
  Score: Raw -2514158.280125 + Penalty 4719.380263 = -2509438.899862
  nChanged 23
		SP:Iteration 76Q (15473.950000 sec): 3 clusters
  Score: Raw -2514163.781133 + Penalty 4719.380263 = -2509444.400871
  nChanged 25
		SP:Iteration 77Q (15474.270000 sec): 3 clusters
  Score: Raw -2514169.019409 + Penalty 4719.380263 = -2509449.639146
  nChanged 17
		SP:Iteration 78Q (15474.490000 sec): 3 clusters
  Score: Raw -2514172.419099 + Penalty 4719.380263 = -2509453.038837
  nChanged 9
		SP:Iteration 79Q (15474.790000 sec): 3 clusters
  Score: Raw -2514174.386773 + Penalty 4719.380263 = -2509455.006511
  nChanged 13
		SP:Iteration 80F (15475.050000 sec): 3 clusters
  Score: Raw -2514177.668303 + Penalty 4719.380263 = -2509458.288041
  nChanged 12
		SP:Iteration 81Q (15475.350000 sec): 3 clusters
  Score: Raw -2514180.166512 + Penalty 4719.380263 = -2509460.786249
  nChanged 9
		SP:Iteration 82Q (15475.600000 sec): 3 clusters
  Score: Raw -2514182.175249 + Penalty 4719.380263 = -2509462.794987
  nChanged 9
		SP:Iteration 83Q (15475.860000 sec): 3 clusters
  Score: Raw -2514183.717221 + Penalty 4719.380263 = -2509464.336959
  nChanged 8
		SP:Iteration 84Q (15476.100000 sec): 3 clusters
  Score: Raw -2514185.201252 + Penalty 4719.380263 = -2509465.820989
  nChanged 5
		SP:Iteration 85Q (15476.400000 sec): 3 clusters
  Score: Raw -2514186.225120 + Penalty 4719.380263 = -2509466.844857
  nChanged 7
		SP:Iteration 86Q (15476.680000 sec): 3 clusters
  Score: Raw -2514187.339380 + Penalty 4719.380263 = -2509467.959117
  nChanged 4
		SP:Iteration 87Q (15476.940000 sec): 3 clusters
  Score: Raw -2514187.982595 + Penalty 4719.380263 = -2509468.602332
  nChanged 4
		SP:Iteration 88Q (15477.170000 sec): 3 clusters
  Score: Raw -2514188.768950 + Penalty 4719.380263 = -2509469.388687
  nChanged 9
		SP:Iteration 89Q (15477.410000 sec): 3 clusters
  Score: Raw -2514190.878922 + Penalty 4719.380263 = -2509471.498660
  nChanged 13
		SP:Iteration 90Q (15477.690000 sec): 3 clusters
  Score: Raw -2514193.829240 + Penalty 4719.380263 = -2509474.448977
  nChanged 12
		SP:Iteration 91Q (15477.930000 sec): 3 clusters
  Score: Raw -2514196.515675 + Penalty 4719.380263 = -2509477.135413
  nChanged 11
		SP:Iteration 92Q (15478.190000 sec): 3 clusters
  Score: Raw -2514198.849129 + Penalty 4719.380263 = -2509479.468866
  nChanged 9
		SP:Iteration 93Q (15478.410000 sec): 3 clusters
  Score: Raw -2514200.721642 + Penalty 4719.380263 = -2509481.341380
  nChanged 11
		SP:Iteration 94Q (15478.670000 sec): 3 clusters
  Score: Raw -2514203.181607 + Penalty 4719.380263 = -2509483.801345
  nChanged 17
		SP:Iteration 95Q (15478.920000 sec): 3 clusters
  Score: Raw -2514207.091253 + Penalty 4719.380263 = -2509487.710991
  nChanged 12
		SP:Iteration 96Q (15479.170000 sec): 3 clusters
  Score: Raw -2514209.797104 + Penalty 4719.380263 = -2509490.416842
  nChanged 11
		SP:Iteration 97Q (15479.430000 sec): 3 clusters
  Score: Raw -2514212.142349 + Penalty 4719.380263 = -2509492.762086
  nChanged 12
		SP:Iteration 98Q (15479.730000 sec): 3 clusters
  Score: Raw -2514214.871363 + Penalty 4719.380263 = -2509495.491101
  nChanged 13
		SP:Iteration 99Q (15479.960000 sec): 3 clusters
  Score: Raw -2514217.803484 + Penalty 4719.380263 = -2509498.423222
  nChanged 9
		SP:Iteration 100F (15480.250000 sec): 3 clusters
  Score: Raw -2514219.520671 + Penalty 4719.380263 = -2509500.140409
  nChanged 11
		SP:Iteration 101Q (15480.510000 sec): 3 clusters
  Score: Raw -2514220.930141 + Penalty 4719.380263 = -2509501.549878
  nChanged 10
		SP:Iteration 102Q (15480.750000 sec): 3 clusters
  Score: Raw -2514222.560708 + Penalty 4719.380263 = -2509503.180446
  nChanged 6
		SP:Iteration 103Q (15480.990000 sec): 3 clusters
  Score: Raw -2514223.796733 + Penalty 4719.380263 = -2509504.416471
  nChanged 4
		SP:Iteration 104Q (15481.310000 sec): 3 clusters
  Score: Raw -2514224.479970 + Penalty 4719.380263 = -2509505.099708
  nChanged 4
		SP:Iteration 105Q (15481.540000 sec): 3 clusters
  Score: Raw -2514225.262867 + Penalty 4719.380263 = -2509505.882605
  nChanged 3
		SP:Iteration 106Q (15481.830000 sec): 3 clusters
  Score: Raw -2514225.643998 + Penalty 4719.380263 = -2509506.263736
  nChanged 2
		SP:Iteration 107Q (15482.090000 sec): 3 clusters
  Score: Raw -2514226.173539 + Penalty 4719.380263 = -2509506.793277
  nChanged 2
		SP:Iteration 108Q (15482.370000 sec): 3 clusters
  Score: Raw -2514226.462833 + Penalty 4719.380263 = -2509507.082571
  nChanged 3
		SP:Iteration 109Q (15482.690000 sec): 3 clusters
  Score: Raw -2514227.128574 + Penalty 4719.380263 = -2509507.748312
  nChanged 2
		SP:Iteration 110Q (15482.990000 sec): 3 clusters
  Score: Raw -2514227.284645 + Penalty 4719.380263 = -2509507.904383
  nChanged 2
		SP:Iteration 111Q (15483.210000 sec): 3 clusters
  Score: Raw -2514228.054859 + Penalty 4719.380263 = -2509508.674596
  nChanged 3
		SP:Iteration 112Q (15483.480000 sec): 3 clusters
  Score: Raw -2514228.714609 + Penalty 4719.380263 = -2509509.334347
  nChanged 6
		SP:Iteration 113Q (15483.690000 sec): 3 clusters
  Score: Raw -2514229.891849 + Penalty 4719.380263 = -2509510.511587
  nChanged 4
		SP:Iteration 114Q (15484.010000 sec): 3 clusters
  Score: Raw -2514230.528640 + Penalty 4719.380263 = -2509511.148378
  nChanged 4
		SP:Iteration 115Q (15484.250000 sec): 3 clusters
  Score: Raw -2514231.308857 + Penalty 4719.380263 = -2509511.928595
  nChanged 9
		SP:Iteration 116Q (15484.480000 sec): 3 clusters
  Score: Raw -2514233.003033 + Penalty 4719.380263 = -2509513.622770
  nChanged 6
		SP:Iteration 117Q (15484.680000 sec): 3 clusters
  Score: Raw -2514233.992739 + Penalty 4719.380263 = -2509514.612477
  nChanged 4
		SP:Iteration 118Q (15484.930000 sec): 3 clusters
  Score: Raw -2514234.917659 + Penalty 4719.380263 = -2509515.537397
  nChanged 8
		SP:Iteration 119Q (15485.200000 sec): 3 clusters
  Score: Raw -2514236.624983 + Penalty 4719.380263 = -2509517.244721
  nChanged 9
		SP:Iteration 120F (15485.440000 sec): 3 clusters
  Score: Raw -2514238.080577 + Penalty 4719.380263 = -2509518.700314
  nChanged 5
		SP:Iteration 121Q (15485.750000 sec): 3 clusters
  Score: Raw -2514238.930044 + Penalty 4719.380263 = -2509519.549781
  nChanged 4
		SP:Iteration 122Q (15485.990000 sec): 3 clusters
  Score: Raw -2514240.260307 + Penalty 4719.380263 = -2509520.880044
  nChanged 5
		SP:Iteration 123Q (15486.270000 sec): 3 clusters
  Score: Raw -2514241.435282 + Penalty 4719.380263 = -2509522.055019
  nChanged 7
		SP:Iteration 124Q (15486.470000 sec): 3 clusters
  Score: Raw -2514243.203741 + Penalty 4719.380263 = -2509523.823479
  nChanged 9
		SP:Iteration 125Q (15486.770000 sec): 3 clusters
  Score: Raw -2514245.373413 + Penalty 4719.380263 = -2509525.993150
  nChanged 7
		SP:Iteration 126Q (15486.970000 sec): 3 clusters
  Score: Raw -2514246.607867 + Penalty 4719.380263 = -2509527.227604
  nChanged 9
		SP:Iteration 127Q (15487.250000 sec): 3 clusters
  Score: Raw -2514248.279847 + Penalty 4719.380263 = -2509528.899585
  nChanged 5
		SP:Iteration 128Q (15487.560000 sec): 3 clusters
  Score: Raw -2514249.162044 + Penalty 4719.380263 = -2509529.781781
  nChanged 7
		SP:Iteration 129Q (15487.830000 sec): 3 clusters
  Score: Raw -2514250.457835 + Penalty 4719.380263 = -2509531.077573
  nChanged 5
		SP:Iteration 130Q (15488.100000 sec): 3 clusters
  Score: Raw -2514251.786520 + Penalty 4719.380263 = -2509532.406257
  nChanged 6
		SP:Iteration 131Q (15488.340000 sec): 3 clusters
  Score: Raw -2514253.619628 + Penalty 4719.380263 = -2509534.239366
  nChanged 10
		SP:Iteration 132Q (15488.630000 sec): 3 clusters
  Score: Raw -2514256.849892 + Penalty 4719.380263 = -2509537.469629
  nChanged 14
		SP:Iteration 133Q (15488.900000 sec): 3 clusters
  Score: Raw -2514261.277943 + Penalty 4719.380263 = -2509541.897681
  nChanged 13
		SP:Iteration 134Q (15489.190000 sec): 3 clusters
  Score: Raw -2514264.887883 + Penalty 4719.380263 = -2509545.507620
  nChanged 13
		SP:Iteration 135Q (15489.470000 sec): 3 clusters
  Score: Raw -2514267.502712 + Penalty 4719.380263 = -2509548.122450
  nChanged 11
		SP:Iteration 136Q (15489.760000 sec): 3 clusters
  Score: Raw -2514270.908531 + Penalty 4719.380263 = -2509551.528269
  nChanged 17
		SP:Iteration 137Q (15490.030000 sec): 3 clusters
  Score: Raw -2514276.316908 + Penalty 4719.380263 = -2509556.936645
  nChanged 14
		SP:Iteration 138Q (15490.300000 sec): 3 clusters
  Score: Raw -2514279.770947 + Penalty 4719.380263 = -2509560.390685
  nChanged 15
		SP:Iteration 139Q (15490.570000 sec): 3 clusters
  Score: Raw -2514283.272225 + Penalty 4719.380263 = -2509563.891962
  nChanged 9
		SP:Iteration 140F (15490.830000 sec): 3 clusters
  Score: Raw -2514285.339537 + Penalty 4719.380263 = -2509565.959274
  nChanged 6
		SP:Iteration 141Q (15491.090000 sec): 3 clusters
  Score: Raw -2514286.397368 + Penalty 4719.380263 = -2509567.017106
  nChanged 5
		SP:Iteration 142Q (15491.410000 sec): 3 clusters
  Score: Raw -2514287.148853 + Penalty 4719.380263 = -2509567.768590
  nChanged 3
		SP:Iteration 143Q (15491.660000 sec): 3 clusters
  Score: Raw -2514287.794242 + Penalty 4719.380263 = -2509568.413979
  nChanged 3
		SP:Iteration 144Q (15491.980000 sec): 3 clusters
  Score: Raw -2514288.496387 + Penalty 4719.380263 = -2509569.116124
  nChanged 3
		SP:Iteration 145Q (15492.270000 sec): 3 clusters
  Score: Raw -2514288.980417 + Penalty 4719.380263 = -2509569.600154
  nChanged 5
		SP:Iteration 146Q (15492.530000 sec): 3 clusters
  Score: Raw -2514290.822051 + Penalty 4719.380263 = -2509571.441789
  nChanged 8
		SP:Iteration 147Q (15492.800000 sec): 3 clusters
  Score: Raw -2514292.473446 + Penalty 4719.380263 = -2509573.093183
  nChanged 9
		SP:Iteration 148Q (15493.090000 sec): 3 clusters
  Score: Raw -2514294.288166 + Penalty 4719.380263 = -2509574.907904
  nChanged 4
		SP:Iteration 149Q (15493.380000 sec): 3 clusters
  Score: Raw -2514295.194092 + Penalty 4719.380263 = -2509575.813829
  nChanged 4
		SP:Iteration 150Q (15493.680000 sec): 3 clusters
  Score: Raw -2514296.566844 + Penalty 4719.380263 = -2509577.186582
  nChanged 6
		SP:Iteration 151Q (15493.920000 sec): 3 clusters
  Score: Raw -2514298.047373 + Penalty 4719.380263 = -2509578.667110
  nChanged 8
		SP:Iteration 152Q (15494.180000 sec): 3 clusters
  Score: Raw -2514299.731783 + Penalty 4719.380263 = -2509580.351521
  nChanged 4
		SP:Iteration 153Q (15494.470000 sec): 3 clusters
  Score: Raw -2514300.357495 + Penalty 4719.380263 = -2509580.977232
  nChanged 4
		SP:Iteration 154Q (15494.700000 sec): 3 clusters
  Score: Raw -2514300.921484 + Penalty 4719.380263 = -2509581.541222
  nChanged 1
		SP:Iteration 155Q (15494.910000 sec): 3 clusters
  Score: Raw -2514301.049583 + Penalty 4719.380263 = -2509581.669320
  nChanged 2
		SP:Iteration 156Q (15495.130000 sec): 3 clusters
  Score: Raw -2514301.286326 + Penalty 4719.380263 = -2509581.906064
  nChanged 2
		SP:Iteration 157Q (15495.400000 sec): 3 clusters
  Score: Raw -2514301.583145 + Penalty 4719.380263 = -2509582.202882
  nChanged 0
		SP:Iteration 158F (15495.660000 sec): 3 clusters
  Score: Raw -2514301.583145 + Penalty 4719.380263 = -2509582.202882
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15496.850000 sec): 2 clusters
  Score: Raw -37627874.702667 + Penalty 3039.529347 = -37624835.173320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15498.330000 sec): 3 clusters
  Score: Raw -37489713.425704 + Penalty 6079.058694 = -37483634.367010
  nChanged 101223
		SP:Iteration 1F (15499.900000 sec): 3 clusters
  Score: Raw -37548772.560164 + Penalty 6079.058694 = -37542693.501470
  nChanged 5600
		SP:Iteration 2Q (15501.500000 sec): 3 clusters
  Score: Raw -37549844.085333 + Penalty 6079.058694 = -37543765.026639
  nChanged 5894
		SP:Iteration 3Q (15503.170000 sec): 3 clusters
  Score: Raw -37551166.383686 + Penalty 6079.058694 = -37545087.324993
  nChanged 6895
		SP:Iteration 4Q (15504.960000 sec): 3 clusters
  Score: Raw -37553149.889703 + Penalty 6079.058694 = -37547070.831009
  nChanged 8895
		SP:Iteration 5Q (15506.850000 sec): 3 clusters
  Score: Raw -37556660.644996 + Penalty 6079.058694 = -37550581.586303
  nChanged 11881
		SP:Iteration 6F (15508.560000 sec): 3 clusters
  Score: Raw -37562998.276803 + Penalty 6079.058694 = -37556919.218110
  nChanged 15178
		SP:Iteration 7F (15510.120000 sec): 3 clusters
  Score: Raw -37573479.350108 + Penalty 6079.058694 = -37567400.291414
  nChanged 17314
		SP:Iteration 8F (15511.710000 sec): 3 clusters
  Score: Raw -37588130.654522 + Penalty 6079.058694 = -37582051.595829
  nChanged 16623
		SP:Iteration 9F (15513.200000 sec): 3 clusters
  Score: Raw -37603696.480355 + Penalty 6079.058694 = -37597617.421661
  nChanged 12474
		SP:Iteration 10F (15515.170000 sec): 3 clusters
  Score: Raw -37615795.221210 + Penalty 6079.058694 = -37609716.162516
  nChanged 7491
		SP:Iteration 11Q (15517.080000 sec): 3 clusters
  Score: Raw -37622917.948438 + Penalty 6079.058694 = -37616838.889744
  nChanged 3580
		SP:Iteration 12Q (15518.550000 sec): 3 clusters
  Score: Raw -37626181.450146 + Penalty 6079.058694 = -37620102.391452
  nChanged 1391
		SP:Iteration 13Q (15520.000000 sec): 3 clusters
  Score: Raw -37627379.463894 + Penalty 6079.058694 = -37621300.405200
  nChanged 492
		SP:Iteration 14Q (15521.380000 sec): 3 clusters
  Score: Raw -37627820.646818 + Penalty 6079.058694 = -37621741.588124
  nChanged 194
		SP:Iteration 15Q (15522.780000 sec): 3 clusters
  Score: Raw -37627984.816750 + Penalty 6079.058694 = -37621905.758057
  nChanged 89
		SP:Iteration 16Q (15523.980000 sec): 3 clusters
  Score: Raw -37628068.152175 + Penalty 6079.058694 = -37621989.093481
  nChanged 61
		SP:Iteration 17Q (15525.390000 sec): 3 clusters
  Score: Raw -37628134.652697 + Penalty 6079.058694 = -37622055.594004
  nChanged 54
		SP:Iteration 18Q (15526.790000 sec): 3 clusters
  Score: Raw -37628195.680430 + Penalty 6079.058694 = -37622116.621736
  nChanged 35
		SP:Iteration 19Q (15528.130000 sec): 3 clusters
  Score: Raw -37628236.263545 + Penalty 6079.058694 = -37622157.204852
  nChanged 18
		SP:Iteration 20F (15529.580000 sec): 3 clusters
  Score: Raw -37628254.297201 + Penalty 6079.058694 = -37622175.238508
  nChanged 16
		SP:Iteration 21Q (15530.940000 sec): 3 clusters
  Score: Raw -37628271.008537 + Penalty 6079.058694 = -37622191.949844
  nChanged 16
		SP:Iteration 22Q (15532.340000 sec): 3 clusters
  Score: Raw -37628287.111068 + Penalty 6079.058694 = -37622208.052374
  nChanged 10
		SP:Iteration 23Q (15533.950000 sec): 3 clusters
  Score: Raw -37628297.719900 + Penalty 6079.058694 = -37622218.661206
  nChanged 10
		SP:Iteration 24Q (15535.530000 sec): 3 clusters
  Score: Raw -37628306.138254 + Penalty 6079.058694 = -37622227.079560
  nChanged 5
		SP:Iteration 25Q (15537.220000 sec): 3 clusters
  Score: Raw -37628309.434393 + Penalty 6079.058694 = -37622230.375699
  nChanged 2
		SP:Iteration 26Q (15538.500000 sec): 3 clusters
  Score: Raw -37628311.076997 + Penalty 6079.058694 = -37622232.018304
  nChanged 1
		SP:Iteration 27Q (15539.900000 sec): 3 clusters
  Score: Raw -37628312.783966 + Penalty 6079.058694 = -37622233.725272
  nChanged 1
		SP:Iteration 28Q (15541.260000 sec): 3 clusters
  Score: Raw -37628314.999891 + Penalty 6079.058694 = -37622235.941197
  nChanged 3
		SP:Iteration 29Q (15542.710000 sec): 3 clusters
  Score: Raw -37628316.099169 + Penalty 6079.058694 = -37622237.040475
  nChanged 1
		SP:Iteration 30Q (15544.110000 sec): 3 clusters
  Score: Raw -37628316.700985 + Penalty 6079.058694 = -37622237.642291
  nChanged 0
		SP:Iteration 31F (15545.630000 sec): 3 clusters
  Score: Raw -37628316.700985 + Penalty 6079.058694 = -37622237.642291
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (20998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15545.950000 sec): 2 clusters
  Score: Raw -3605540.898206 + Penalty 2468.141254 = -3603072.756952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15546.310000 sec): 3 clusters
  Score: Raw -3593318.734186 + Penalty 4936.282507 = -3588382.451679
  nChanged 9310
		SP:Iteration 1F (15546.630000 sec): 3 clusters
  Score: Raw -3598341.019677 + Penalty 4936.282507 = -3593404.737170
  nChanged 1162
		SP:Iteration 2F (15546.930000 sec): 3 clusters
  Score: Raw -3598818.061313 + Penalty 4936.282507 = -3593881.778806
  nChanged 1051
		SP:Iteration 3F (15547.250000 sec): 3 clusters
  Score: Raw -3599336.117869 + Penalty 4936.282507 = -3594399.835362
  nChanged 1110
		SP:Iteration 4F (15547.630000 sec): 3 clusters
  Score: Raw -3599985.251963 + Penalty 4936.282507 = -3595048.969456
  nChanged 1228
		SP:Iteration 5F (15548.020000 sec): 3 clusters
  Score: Raw -3600831.246346 + Penalty 4936.282507 = -3595894.963839
  nChanged 1346
		SP:Iteration 6F (15548.280000 sec): 3 clusters
  Score: Raw -3601835.253836 + Penalty 4936.282507 = -3596898.971328
  nChanged 1298
		SP:Iteration 7F (15548.610000 sec): 3 clusters
  Score: Raw -3602809.264332 + Penalty 4936.282507 = -3597872.981825
  nChanged 1167
		SP:Iteration 8F (15548.950000 sec): 3 clusters
  Score: Raw -3603674.774723 + Penalty 4936.282507 = -3598738.492215
  nChanged 945
		SP:Iteration 9Q (15549.270000 sec): 3 clusters
  Score: Raw -3604342.991579 + Penalty 4936.282507 = -3599406.709072
  nChanged 777
		SP:Iteration 10Q (15549.590000 sec): 3 clusters
  Score: Raw -3604818.268393 + Penalty 4936.282507 = -3599881.985886
  nChanged 578
		SP:Iteration 11Q (15549.920000 sec): 3 clusters
  Score: Raw -3605144.577423 + Penalty 4936.282507 = -3600208.294916
  nChanged 465
		SP:Iteration 12Q (15550.250000 sec): 3 clusters
  Score: Raw -3605386.910097 + Penalty 4936.282507 = -3600450.627590
  nChanged 369
		SP:Iteration 13Q (15550.610000 sec): 3 clusters
  Score: Raw -3605551.815617 + Penalty 4936.282507 = -3600615.533110
  nChanged 277
		SP:Iteration 14Q (15550.950000 sec): 3 clusters
  Score: Raw -3605674.748389 + Penalty 4936.282507 = -3600738.465882
  nChanged 232
		SP:Iteration 15Q (15551.280000 sec): 3 clusters
  Score: Raw -3605762.037551 + Penalty 4936.282507 = -3600825.755044
  nChanged 182
		SP:Iteration 16Q (15551.590000 sec): 3 clusters
  Score: Raw -3605825.981352 + Penalty 4936.282507 = -3600889.698845
  nChanged 153
		SP:Iteration 17Q (15551.920000 sec): 3 clusters
  Score: Raw -3605874.942399 + Penalty 4936.282507 = -3600938.659892
  nChanged 122
		SP:Iteration 18Q (15552.250000 sec): 3 clusters
  Score: Raw -3605910.313873 + Penalty 4936.282507 = -3600974.031366
  nChanged 99
		SP:Iteration 19Q (15552.590000 sec): 3 clusters
  Score: Raw -3605939.477294 + Penalty 4936.282507 = -3601003.194787
  nChanged 78
		SP:Iteration 20F (15552.900000 sec): 3 clusters
  Score: Raw -3605961.070417 + Penalty 4936.282507 = -3601024.787910
  nChanged 59
		SP:Iteration 21Q (15553.270000 sec): 3 clusters
  Score: Raw -3605977.418832 + Penalty 4936.282507 = -3601041.136325
  nChanged 54
		SP:Iteration 22Q (15553.580000 sec): 3 clusters
  Score: Raw -3605993.118194 + Penalty 4936.282507 = -3601056.835687
  nChanged 45
		SP:Iteration 23Q (15553.860000 sec): 3 clusters
  Score: Raw -3606006.393117 + Penalty 4936.282507 = -3601070.110609
  nChanged 42
		SP:Iteration 24Q (15554.160000 sec): 3 clusters
  Score: Raw -3606015.744436 + Penalty 4936.282507 = -3601079.461929
  nChanged 33
		SP:Iteration 25Q (15554.540000 sec): 3 clusters
  Score: Raw -3606023.984622 + Penalty 4936.282507 = -3601087.702114
  nChanged 33
		SP:Iteration 26Q (15554.840000 sec): 3 clusters
  Score: Raw -3606032.448508 + Penalty 4936.282507 = -3601096.166001
  nChanged 28
		SP:Iteration 27Q (15555.130000 sec): 3 clusters
  Score: Raw -3606038.730500 + Penalty 4936.282507 = -3601102.447993
  nChanged 27
		SP:Iteration 28Q (15555.420000 sec): 3 clusters
  Score: Raw -3606046.855472 + Penalty 4936.282507 = -3601110.572965
  nChanged 37
		SP:Iteration 29Q (15555.800000 sec): 3 clusters
  Score: Raw -3606057.263314 + Penalty 4936.282507 = -3601120.980807
  nChanged 48
		SP:Iteration 30Q (15556.150000 sec): 3 clusters
  Score: Raw -3606068.836556 + Penalty 4936.282507 = -3601132.554049
  nChanged 25
		SP:Iteration 31Q (15556.500000 sec): 3 clusters
  Score: Raw -3606073.359804 + Penalty 4936.282507 = -3601137.077297
  nChanged 28
		SP:Iteration 32Q (15556.820000 sec): 3 clusters
  Score: Raw -3606079.141321 + Penalty 4936.282507 = -3601142.858814
  nChanged 26
		SP:Iteration 33Q (15557.090000 sec): 3 clusters
  Score: Raw -3606084.694802 + Penalty 4936.282507 = -3601148.412295
  nChanged 21
		SP:Iteration 34Q (15557.360000 sec): 3 clusters
  Score: Raw -3606088.829108 + Penalty 4936.282507 = -3601152.546601
  nChanged 19
		SP:Iteration 35Q (15557.710000 sec): 3 clusters
  Score: Raw -3606091.622291 + Penalty 4936.282507 = -3601155.339784
  nChanged 12
		SP:Iteration 36Q (15557.980000 sec): 3 clusters
  Score: Raw -3606093.998151 + Penalty 4936.282507 = -3601157.715644
  nChanged 5
		SP:Iteration 37Q (15558.240000 sec): 3 clusters
  Score: Raw -3606094.982384 + Penalty 4936.282507 = -3601158.699877
  nChanged 9
		SP:Iteration 38Q (15558.520000 sec): 3 clusters
  Score: Raw -3606096.575481 + Penalty 4936.282507 = -3601160.292974
  nChanged 9
		SP:Iteration 39Q (15558.820000 sec): 3 clusters
  Score: Raw -3606097.609262 + Penalty 4936.282507 = -3601161.326754
  nChanged 6
		SP:Iteration 40F (15559.170000 sec): 3 clusters
  Score: Raw -3606098.645350 + Penalty 4936.282507 = -3601162.362843
  nChanged 2
		SP:Iteration 41Q (15559.440000 sec): 3 clusters
  Score: Raw -3606099.072004 + Penalty 4936.282507 = -3601162.789497
  nChanged 3
		SP:Iteration 42Q (15559.750000 sec): 3 clusters
  Score: Raw -3606099.511384 + Penalty 4936.282507 = -3601163.228877
  nChanged 4
		SP:Iteration 43Q (15560.060000 sec): 3 clusters
  Score: Raw -3606100.175329 + Penalty 4936.282507 = -3601163.892822
  nChanged 3
		SP:Iteration 44Q (15560.360000 sec): 3 clusters
  Score: Raw -3606100.780251 + Penalty 4936.282507 = -3601164.497744
  nChanged 4
		SP:Iteration 45Q (15560.680000 sec): 3 clusters
  Score: Raw -3606101.271799 + Penalty 4936.282507 = -3601164.989292
  nChanged 4
		SP:Iteration 46Q (15561.000000 sec): 3 clusters
  Score: Raw -3606102.179579 + Penalty 4936.282507 = -3601165.897072
  nChanged 7
		SP:Iteration 47Q (15561.320000 sec): 3 clusters
  Score: Raw -3606103.603080 + Penalty 4936.282507 = -3601167.320573
  nChanged 8
		SP:Iteration 48Q (15561.600000 sec): 3 clusters
  Score: Raw -3606105.208783 + Penalty 4936.282507 = -3601168.926276
  nChanged 10
		SP:Iteration 49Q (15561.940000 sec): 3 clusters
  Score: Raw -3606107.029617 + Penalty 4936.282507 = -3601170.747109
  nChanged 7
		SP:Iteration 50Q (15562.230000 sec): 3 clusters
  Score: Raw -3606108.393805 + Penalty 4936.282507 = -3601172.111297
  nChanged 8
		SP:Iteration 51Q (15562.510000 sec): 3 clusters
  Score: Raw -3606109.479273 + Penalty 4936.282507 = -3601173.196766
  nChanged 6
		SP:Iteration 52Q (15562.930000 sec): 3 clusters
  Score: Raw -3606110.140526 + Penalty 4936.282507 = -3601173.858019
  nChanged 5
		SP:Iteration 53Q (15563.240000 sec): 3 clusters
  Score: Raw -3606111.386738 + Penalty 4936.282507 = -3601175.104231
  nChanged 7
		SP:Iteration 54Q (15563.630000 sec): 3 clusters
  Score: Raw -3606112.682830 + Penalty 4936.282507 = -3601176.400323
  nChanged 5
		SP:Iteration 55Q (15563.940000 sec): 3 clusters
  Score: Raw -3606113.440687 + Penalty 4936.282507 = -3601177.158180
  nChanged 2
		SP:Iteration 56Q (15564.250000 sec): 3 clusters
  Score: Raw -3606113.799013 + Penalty 4936.282507 = -3601177.516506
  nChanged 3
		SP:Iteration 57Q (15564.580000 sec): 3 clusters
  Score: Raw -3606114.324834 + Penalty 4936.282507 = -3601178.042327
  nChanged 4
		SP:Iteration 58Q (15564.870000 sec): 3 clusters
  Score: Raw -3606114.829586 + Penalty 4936.282507 = -3601178.547079
  nChanged 7
		SP:Iteration 59Q (15565.190000 sec): 3 clusters
  Score: Raw -3606115.746701 + Penalty 4936.282507 = -3601179.464194
  nChanged 4
		SP:Iteration 60F (15565.490000 sec): 3 clusters
  Score: Raw -3606116.565226 + Penalty 4936.282507 = -3601180.282719
  nChanged 7
		SP:Iteration 61Q (15565.750000 sec): 3 clusters
  Score: Raw -3606117.607347 + Penalty 4936.282507 = -3601181.324840
  nChanged 9
		SP:Iteration 62Q (15566.050000 sec): 3 clusters
  Score: Raw -3606119.026413 + Penalty 4936.282507 = -3601182.743906
  nChanged 6
		SP:Iteration 63Q (15566.380000 sec): 3 clusters
  Score: Raw -3606120.000505 + Penalty 4936.282507 = -3601183.717997
  nChanged 10
		SP:Iteration 64Q (15566.690000 sec): 3 clusters
  Score: Raw -3606122.231087 + Penalty 4936.282507 = -3601185.948580
  nChanged 9
		SP:Iteration 65Q (15567.030000 sec): 3 clusters
  Score: Raw -3606124.561777 + Penalty 4936.282507 = -3601188.279270
  nChanged 15
		SP:Iteration 66Q (15567.330000 sec): 3 clusters
  Score: Raw -3606127.238857 + Penalty 4936.282507 = -3601190.956350
  nChanged 12
		SP:Iteration 67Q (15567.670000 sec): 3 clusters
  Score: Raw -3606129.592191 + Penalty 4936.282507 = -3601193.309684
  nChanged 14
		SP:Iteration 68Q (15567.970000 sec): 3 clusters
  Score: Raw -3606131.761045 + Penalty 4936.282507 = -3601195.478538
  nChanged 8
		SP:Iteration 69Q (15568.290000 sec): 3 clusters
  Score: Raw -3606133.570725 + Penalty 4936.282507 = -3601197.288217
  nChanged 8
		SP:Iteration 70Q (15568.580000 sec): 3 clusters
  Score: Raw -3606135.184284 + Penalty 4936.282507 = -3601198.901777
  nChanged 2
		SP:Iteration 71Q (15568.920000 sec): 3 clusters
  Score: Raw -3606135.658777 + Penalty 4936.282507 = -3601199.376270
  nChanged 5
		SP:Iteration 72Q (15569.160000 sec): 3 clusters
  Score: Raw -3606136.714014 + Penalty 4936.282507 = -3601200.431507
  nChanged 6
		SP:Iteration 73Q (15569.530000 sec): 3 clusters
  Score: Raw -3606137.955640 + Penalty 4936.282507 = -3601201.673133
  nChanged 4
		SP:Iteration 74Q (15569.850000 sec): 3 clusters
  Score: Raw -3606138.875047 + Penalty 4936.282507 = -3601202.592540
  nChanged 6
		SP:Iteration 75Q (15570.200000 sec): 3 clusters
  Score: Raw -3606140.350059 + Penalty 4936.282507 = -3601204.067551
  nChanged 8
		SP:Iteration 76Q (15570.550000 sec): 3 clusters
  Score: Raw -3606141.630373 + Penalty 4936.282507 = -3601205.347866
  nChanged 5
		SP:Iteration 77Q (15570.890000 sec): 3 clusters
  Score: Raw -3606142.248560 + Penalty 4936.282507 = -3601205.966053
  nChanged 3
		SP:Iteration 78Q (15571.210000 sec): 3 clusters
  Score: Raw -3606142.684397 + Penalty 4936.282507 = -3601206.401890
  nChanged 3
		SP:Iteration 79Q (15571.550000 sec): 3 clusters
  Score: Raw -3606143.256785 + Penalty 4936.282507 = -3601206.974278
  nChanged 3
		SP:Iteration 80F (15571.890000 sec): 3 clusters
  Score: Raw -3606143.967578 + Penalty 4936.282507 = -3601207.685071
  nChanged 5
		SP:Iteration 81Q (15572.180000 sec): 3 clusters
  Score: Raw -3606145.018941 + Penalty 4936.282507 = -3601208.736434
  nChanged 5
		SP:Iteration 82Q (15572.530000 sec): 3 clusters
  Score: Raw -3606146.148204 + Penalty 4936.282507 = -3601209.865697
  nChanged 5
		SP:Iteration 83Q (15572.810000 sec): 3 clusters
  Score: Raw -3606147.249041 + Penalty 4936.282507 = -3601210.966534
  nChanged 5
		SP:Iteration 84Q (15573.120000 sec): 3 clusters
  Score: Raw -3606148.571905 + Penalty 4936.282507 = -3601212.289398
  nChanged 8
		SP:Iteration 85Q (15573.530000 sec): 3 clusters
  Score: Raw -3606149.639014 + Penalty 4936.282507 = -3601213.356507
  nChanged 5
		SP:Iteration 86Q (15573.870000 sec): 3 clusters
  Score: Raw -3606150.321344 + Penalty 4936.282507 = -3601214.038837
  nChanged 7
		SP:Iteration 87Q (15574.170000 sec): 3 clusters
  Score: Raw -3606151.253698 + Penalty 4936.282507 = -3601214.971191
  nChanged 8
		SP:Iteration 88Q (15574.480000 sec): 3 clusters
  Score: Raw -3606153.166474 + Penalty 4936.282507 = -3601216.883967
  nChanged 9
		SP:Iteration 89Q (15574.800000 sec): 3 clusters
  Score: Raw -3606155.004471 + Penalty 4936.282507 = -3601218.721964
  nChanged 6
		SP:Iteration 90Q (15575.120000 sec): 3 clusters
  Score: Raw -3606156.965207 + Penalty 4936.282507 = -3601220.682699
  nChanged 11
		SP:Iteration 91Q (15575.450000 sec): 3 clusters
  Score: Raw -3606159.571928 + Penalty 4936.282507 = -3601223.289421
  nChanged 9
		SP:Iteration 92Q (15575.740000 sec): 3 clusters
  Score: Raw -3606161.569267 + Penalty 4936.282507 = -3601225.286760
  nChanged 16
		SP:Iteration 93Q (15576.120000 sec): 3 clusters
  Score: Raw -3606164.983636 + Penalty 4936.282507 = -3601228.701129
  nChanged 15
		SP:Iteration 94Q (15576.470000 sec): 3 clusters
  Score: Raw -3606167.833925 + Penalty 4936.282507 = -3601231.551418
  nChanged 15
		SP:Iteration 95Q (15576.750000 sec): 3 clusters
  Score: Raw -3606171.090686 + Penalty 4936.282507 = -3601234.808179
  nChanged 11
		SP:Iteration 96Q (15577.110000 sec): 3 clusters
  Score: Raw -3606173.531066 + Penalty 4936.282507 = -3601237.248559
  nChanged 14
		SP:Iteration 97Q (15577.440000 sec): 3 clusters
  Score: Raw -3606176.059587 + Penalty 4936.282507 = -3601239.777079
  nChanged 8
		SP:Iteration 98Q (15577.780000 sec): 3 clusters
  Score: Raw -3606176.994058 + Penalty 4936.282507 = -3601240.711551
  nChanged 8
		SP:Iteration 99Q (15578.160000 sec): 3 clusters
  Score: Raw -3606178.651818 + Penalty 4936.282507 = -3601242.369311
  nChanged 12
		SP:Iteration 100F (15578.420000 sec): 3 clusters
  Score: Raw -3606181.166162 + Penalty 4936.282507 = -3601244.883655
  nChanged 9
		SP:Iteration 101Q (15578.750000 sec): 3 clusters
  Score: Raw -3606183.606658 + Penalty 4936.282507 = -3601247.324151
  nChanged 10
		SP:Iteration 102Q (15579.060000 sec): 3 clusters
  Score: Raw -3606185.669031 + Penalty 4936.282507 = -3601249.386524
  nChanged 9
		SP:Iteration 103Q (15579.430000 sec): 3 clusters
  Score: Raw -3606187.563504 + Penalty 4936.282507 = -3601251.280996
  nChanged 9
		SP:Iteration 104Q (15579.760000 sec): 3 clusters
  Score: Raw -3606189.115373 + Penalty 4936.282507 = -3601252.832866
  nChanged 9
		SP:Iteration 105Q (15580.090000 sec): 3 clusters
  Score: Raw -3606190.341406 + Penalty 4936.282507 = -3601254.058899
  nChanged 8
		SP:Iteration 106Q (15580.420000 sec): 3 clusters
  Score: Raw -3606191.914245 + Penalty 4936.282507 = -3601255.631738
  nChanged 1
		SP:Iteration 107Q (15580.720000 sec): 3 clusters
  Score: Raw -3606192.215490 + Penalty 4936.282507 = -3601255.932983
  nChanged 3
		SP:Iteration 108Q (15581.050000 sec): 3 clusters
  Score: Raw -3606192.507831 + Penalty 4936.282507 = -3601256.225324
  nChanged 2
		SP:Iteration 109Q (15581.330000 sec): 3 clusters
  Score: Raw -3606192.764692 + Penalty 4936.282507 = -3601256.482185
  nChanged 2
		SP:Iteration 110Q (15581.680000 sec): 3 clusters
  Score: Raw -3606192.963300 + Penalty 4936.282507 = -3601256.680793
  nChanged 0
		SP:Iteration 111F (15581.960000 sec): 3 clusters
  Score: Raw -3606192.963300 + Penalty 4936.282507 = -3601256.680793
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15582.640000 sec): 2 clusters
  Score: Raw -17110597.746401 + Penalty 2845.244357 = -17107752.502044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15583.630000 sec): 3 clusters
  Score: Raw -17049207.675447 + Penalty 5690.488715 = -17043517.186733
  nChanged 45304
		SP:Iteration 1F (15584.540000 sec): 3 clusters
  Score: Raw -17075060.156013 + Penalty 5690.488715 = -17069369.667298
  nChanged 3084
		SP:Iteration 2Q (15585.540000 sec): 3 clusters
  Score: Raw -17075781.471274 + Penalty 5690.488715 = -17070090.982560
  nChanged 3080
		SP:Iteration 3Q (15586.470000 sec): 3 clusters
  Score: Raw -17076579.850461 + Penalty 5690.488715 = -17070889.361747
  nChanged 3238
		SP:Iteration 4Q (15587.340000 sec): 3 clusters
  Score: Raw -17077529.859721 + Penalty 5690.488715 = -17071839.371006
  nChanged 3592
		SP:Iteration 5Q (15588.330000 sec): 3 clusters
  Score: Raw -17078902.501225 + Penalty 5690.488715 = -17073212.012510
  nChanged 4503
		SP:Iteration 6Q (15589.290000 sec): 3 clusters
  Score: Raw -17081095.107071 + Penalty 5690.488715 = -17075404.618357
  nChanged 5926
		SP:Iteration 7F (15590.170000 sec): 3 clusters
  Score: Raw -17084825.716078 + Penalty 5690.488715 = -17079135.227364
  nChanged 7361
		SP:Iteration 8F (15591.020000 sec): 3 clusters
  Score: Raw -17090548.198396 + Penalty 5690.488715 = -17084857.709681
  nChanged 7961
		SP:Iteration 9F (15591.860000 sec): 3 clusters
  Score: Raw -17097562.332474 + Penalty 5690.488715 = -17091871.843760
  nChanged 6648
		SP:Iteration 10F (15592.710000 sec): 3 clusters
  Score: Raw -17103776.765354 + Penalty 5690.488715 = -17098086.276640
  nChanged 4170
		SP:Iteration 11Q (15593.580000 sec): 3 clusters
  Score: Raw -17107604.007292 + Penalty 5690.488715 = -17101913.518578
  nChanged 2014
		SP:Iteration 12Q (15594.340000 sec): 3 clusters
  Score: Raw -17109441.395336 + Penalty 5690.488715 = -17103750.906621
  nChanged 879
		SP:Iteration 13Q (15595.140000 sec): 3 clusters
  Score: Raw -17110275.539680 + Penalty 5690.488715 = -17104585.050965
  nChanged 390
		SP:Iteration 14Q (15595.910000 sec): 3 clusters
  Score: Raw -17110639.753585 + Penalty 5690.488715 = -17104949.264870
  nChanged 203
		SP:Iteration 15Q (15596.610000 sec): 3 clusters
  Score: Raw -17110807.187640 + Penalty 5690.488715 = -17105116.698926
  nChanged 135
		SP:Iteration 16Q (15597.390000 sec): 3 clusters
  Score: Raw -17110914.097741 + Penalty 5690.488715 = -17105223.609026
  nChanged 94
		SP:Iteration 17Q (15598.190000 sec): 3 clusters
  Score: Raw -17110986.648764 + Penalty 5690.488715 = -17105296.160049
  nChanged 69
		SP:Iteration 18Q (15598.950000 sec): 3 clusters
  Score: Raw -17111031.104398 + Penalty 5690.488715 = -17105340.615683
  nChanged 47
		SP:Iteration 19Q (15599.720000 sec): 3 clusters
  Score: Raw -17111063.999858 + Penalty 5690.488715 = -17105373.511143
  nChanged 48
		SP:Iteration 20F (15600.580000 sec): 3 clusters
  Score: Raw -17111092.647113 + Penalty 5690.488715 = -17105402.158398
  nChanged 38
		SP:Iteration 21Q (15601.380000 sec): 3 clusters
  Score: Raw -17111114.419628 + Penalty 5690.488715 = -17105423.930914
  nChanged 21
		SP:Iteration 22Q (15602.150000 sec): 3 clusters
  Score: Raw -17111126.303220 + Penalty 5690.488715 = -17105435.814505
  nChanged 22
		SP:Iteration 23Q (15602.890000 sec): 3 clusters
  Score: Raw -17111137.119024 + Penalty 5690.488715 = -17105446.630310
  nChanged 16
		SP:Iteration 24Q (15603.630000 sec): 3 clusters
  Score: Raw -17111147.057623 + Penalty 5690.488715 = -17105456.568908
  nChanged 10
		SP:Iteration 25Q (15604.450000 sec): 3 clusters
  Score: Raw -17111151.545483 + Penalty 5690.488715 = -17105461.056768
  nChanged 7
		SP:Iteration 26Q (15605.280000 sec): 3 clusters
  Score: Raw -17111154.692365 + Penalty 5690.488715 = -17105464.203650
  nChanged 3
		SP:Iteration 27Q (15606.080000 sec): 3 clusters
  Score: Raw -17111156.639671 + Penalty 5690.488715 = -17105466.150957
  nChanged 4
		SP:Iteration 28Q (15606.880000 sec): 3 clusters
  Score: Raw -17111158.002776 + Penalty 5690.488715 = -17105467.514061
  nChanged 1
		SP:Iteration 29Q (15607.640000 sec): 3 clusters
  Score: Raw -17111158.194132 + Penalty 5690.488715 = -17105467.705417
  nChanged 0
		SP:Iteration 30F (15608.460000 sec): 3 clusters
  Score: Raw -17111158.194132 + Penalty 5690.488715 = -17105467.705417
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15608.590000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15608.720000 sec): 3 clusters
  Score: Raw -82608.054136 + Penalty 3110.410262 = -79497.643873
  nChanged 110
		SP:Iteration 1F (15608.880000 sec): 3 clusters
  Score: Raw -82855.911403 + Penalty 3110.410262 = -79745.501141
  nChanged 33
		SP:Iteration 2F (15609.120000 sec): 3 clusters
  Score: Raw -82931.235521 + Penalty 3110.410262 = -79820.825259
  nChanged 10
		SP:Iteration 3Q (15609.280000 sec): 3 clusters
  Score: Raw -82954.892680 + Penalty 3110.410262 = -79844.482418
  nChanged 5
		SP:Iteration 4Q (15609.440000 sec): 3 clusters
  Score: Raw -82966.420508 + Penalty 3110.410262 = -79856.010246
  nChanged 5
		SP:Iteration 5Q (15609.570000 sec): 3 clusters
  Score: Raw -82977.355775 + Penalty 3110.410262 = -79866.945513
  nChanged 1
		SP:Iteration 6Q (15609.740000 sec): 3 clusters
  Score: Raw -82979.063183 + Penalty 3110.410262 = -79868.652921
  nChanged 1
		SP:Iteration 7Q (15609.870000 sec): 3 clusters
  Score: Raw -82980.110158 + Penalty 3110.410262 = -79869.699896
  nChanged 0
		SP:Iteration 8F (15610.000000 sec): 3 clusters
  Score: Raw -82980.110158 + Penalty 3110.410262 = -79869.699896
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15610.050000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15610.200000 sec): 3 clusters
  Score: Raw -34311.526563 + Penalty 2645.028521 = -31666.498042
  nChanged 15
		SP:Iteration 1F (15610.340000 sec): 3 clusters
  Score: Raw -34365.194727 + Penalty 2645.028521 = -31720.166205
  nChanged 7
		SP:Iteration 2Q (15610.470000 sec): 3 clusters
  Score: Raw -34387.098101 + Penalty 2645.028521 = -31742.069580
  nChanged 0
		SP:Iteration 3F (15610.610000 sec): 3 clusters
  Score: Raw -34387.098101 + Penalty 2645.028521 = -31742.069580
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15610.700000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15610.870000 sec): 3 clusters
  Score: Raw -18274.567574 + Penalty 2331.438261 = -15943.129312
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15610.960000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15611.150000 sec): 3 clusters
  Score: Raw -79064.525551 + Penalty 3061.163496 = -76003.362055
  nChanged 83
		SP:Iteration 1F (15611.280000 sec): 3 clusters
  Score: Raw -79222.908328 + Penalty 3061.163496 = -76161.744832
  nChanged 19
		SP:Iteration 2Q (15611.420000 sec): 3 clusters
  Score: Raw -79278.587172 + Penalty 3061.163496 = -76217.423676
  nChanged 8
		SP:Iteration 3Q (15611.560000 sec): 3 clusters
  Score: Raw -79301.230026 + Penalty 3061.163496 = -76240.066529
  nChanged 1
		SP:Iteration 4Q (15611.690000 sec): 3 clusters
  Score: Raw -79304.977905 + Penalty 3061.163496 = -76243.814409
  nChanged 2
		SP:Iteration 5Q (15611.830000 sec): 3 clusters
  Score: Raw -79309.887852 + Penalty 3061.163496 = -76248.724356
  nChanged 1
		SP:Iteration 6Q (15611.960000 sec): 3 clusters
  Score: Raw -79315.565820 + Penalty 3061.163496 = -76254.402324
  nChanged 2
		SP:Iteration 7Q (15612.150000 sec): 3 clusters
  Score: Raw -79324.214826 + Penalty 3061.163496 = -76263.051330
  nChanged 0
		SP:Iteration 8F (15612.430000 sec): 3 clusters
  Score: Raw -79324.214826 + Penalty 3061.163496 = -76263.051330
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15612.470000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15612.680000 sec): 3 clusters
  Score: Raw -128760.270438 + Penalty 3282.894536 = -125477.375903
  nChanged 154
		SP:Iteration 1F (15612.910000 sec): 3 clusters
  Score: Raw -129002.260297 + Penalty 3282.894536 = -125719.365761
  nChanged 51
		SP:Iteration 2F (15613.070000 sec): 3 clusters
  Score: Raw -129080.461925 + Penalty 3282.894536 = -125797.567389
  nChanged 20
		SP:Iteration 3Q (15613.230000 sec): 3 clusters
  Score: Raw -129120.198129 + Penalty 3282.894536 = -125837.303593
  nChanged 14
		SP:Iteration 4Q (15613.470000 sec): 3 clusters
  Score: Raw -129152.019417 + Penalty 3282.894536 = -125869.124881
  nChanged 24
		SP:Iteration 5Q (15613.660000 sec): 3 clusters
  Score: Raw -129199.857594 + Penalty 3282.894536 = -125916.963058
  nChanged 21
		SP:Iteration 6Q (15613.860000 sec): 3 clusters
  Score: Raw -129233.490318 + Penalty 3282.894536 = -125950.595782
  nChanged 13
		SP:Iteration 7Q (15614.060000 sec): 3 clusters
  Score: Raw -129255.047718 + Penalty 3282.894536 = -125972.153182
  nChanged 10
		SP:Iteration 8Q (15614.170000 sec): 3 clusters
  Score: Raw -129273.541551 + Penalty 3282.894536 = -125990.647015
  nChanged 5
		SP:Iteration 9Q (15614.340000 sec): 3 clusters
  Score: Raw -129281.435421 + Penalty 3282.894536 = -125998.540885
  nChanged 4
		SP:Iteration 10Q (15614.560000 sec): 3 clusters
  Score: Raw -129284.987619 + Penalty 3282.894536 = -126002.093083
  nChanged 2
		SP:Iteration 11Q (15614.770000 sec): 3 clusters
  Score: Raw -129286.963959 + Penalty 3282.894536 = -126004.069424
  nChanged 0
		SP:Iteration 12F (15614.970000 sec): 3 clusters
  Score: Raw -129286.963959 + Penalty 3282.894536 = -126004.069424
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15615.010000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15615.190000 sec): 3 clusters
  Score: Raw -20213.008556 + Penalty 2622.980447 = -17590.028109
  nChanged 27
		SP:Iteration 1F (15615.360000 sec): 3 clusters
  Score: Raw -20292.828615 + Penalty 2622.980447 = -17669.848167
  nChanged 10
		SP:Iteration 2F (15615.540000 sec): 3 clusters
  Score: Raw -20354.175770 + Penalty 2622.980447 = -17731.195323
  nChanged 1
		SP:Iteration 3Q (15615.720000 sec): 3 clusters
  Score: Raw -20360.570316 + Penalty 2622.980447 = -17737.589869
  nChanged 0
		SP:Iteration 4F (15615.880000 sec): 3 clusters
  Score: Raw -20360.570316 + Penalty 2622.980447 = -17737.589869
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15615.970000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15616.170000 sec): 3 clusters
  Score: Raw -134631.882723 + Penalty 3290.125943 = -131341.756780
  nChanged 164
		SP:Iteration 1F (15616.270000 sec): 3 clusters
  Score: Raw -134830.756994 + Penalty 3290.125943 = -131540.631051
  nChanged 42
		SP:Iteration 2F (15616.410000 sec): 3 clusters
  Score: Raw -134912.468854 + Penalty 3290.125943 = -131622.342911
  nChanged 18
		SP:Iteration 3Q (15616.550000 sec): 3 clusters
  Score: Raw -134937.621010 + Penalty 3290.125943 = -131647.495067
  nChanged 12
		SP:Iteration 4Q (15616.720000 sec): 3 clusters
  Score: Raw -134955.890978 + Penalty 3290.125943 = -131665.765035
  nChanged 10
		SP:Iteration 5Q (15616.850000 sec): 3 clusters
  Score: Raw -134980.003434 + Penalty 3290.125943 = -131689.877491
  nChanged 9
		SP:Iteration 6Q (15617.050000 sec): 3 clusters
  Score: Raw -134995.552401 + Penalty 3290.125943 = -131705.426458
  nChanged 8
		SP:Iteration 7Q (15617.160000 sec): 3 clusters
  Score: Raw -135008.691755 + Penalty 3290.125943 = -131718.565812
  nChanged 4
		SP:Iteration 8Q (15617.340000 sec): 3 clusters
  Score: Raw -135018.930590 + Penalty 3290.125943 = -131728.804647
  nChanged 3
		SP:Iteration 9Q (15617.490000 sec): 3 clusters
  Score: Raw -135022.858955 + Penalty 3290.125943 = -131732.733012
  nChanged 2
		SP:Iteration 10Q (15617.670000 sec): 3 clusters
  Score: Raw -135027.248837 + Penalty 3290.125943 = -131737.122894
  nChanged 0
		SP:Iteration 11F (15617.780000 sec): 3 clusters
  Score: Raw -135027.248837 + Penalty 3290.125943 = -131737.122894
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15617.860000 sec): 2 clusters
  Score: Raw -270665.425158 + Penalty 1823.246368 = -268842.178791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15618.050000 sec): 3 clusters
  Score: Raw -270170.850027 + Penalty 3646.492735 = -266524.357292
  nChanged 470
		SP:Iteration 1F (15618.160000 sec): 3 clusters
  Score: Raw -270585.649945 + Penalty 3646.492735 = -266939.157210
  nChanged 116
		SP:Iteration 2F (15618.380000 sec): 3 clusters
  Score: Raw -270715.336526 + Penalty 3646.492735 = -267068.843791
  nChanged 61
		SP:Iteration 3Q (15618.570000 sec): 3 clusters
  Score: Raw -270773.013893 + Penalty 3646.492735 = -267126.521158
  nChanged 43
		SP:Iteration 4Q (15618.770000 sec): 3 clusters
  Score: Raw -270815.611829 + Penalty 3646.492735 = -267169.119094
  nChanged 34
		SP:Iteration 5Q (15619.000000 sec): 3 clusters
  Score: Raw -270852.050495 + Penalty 3646.492735 = -267205.557760
  nChanged 33
		SP:Iteration 6Q (15619.140000 sec): 3 clusters
  Score: Raw -270887.916906 + Penalty 3646.492735 = -267241.424171
  nChanged 33
		SP:Iteration 7Q (15619.290000 sec): 3 clusters
  Score: Raw -270923.958677 + Penalty 3646.492735 = -267277.465942
  nChanged 29
		SP:Iteration 8Q (15619.430000 sec): 3 clusters
  Score: Raw -270966.321991 + Penalty 3646.492735 = -267319.829256
  nChanged 34
		SP:Iteration 9Q (15619.600000 sec): 3 clusters
  Score: Raw -271005.095661 + Penalty 3646.492735 = -267358.602926
  nChanged 30
		SP:Iteration 10Q (15619.740000 sec): 3 clusters
  Score: Raw -271044.544206 + Penalty 3646.492735 = -267398.051471
  nChanged 26
		SP:Iteration 11Q (15619.920000 sec): 3 clusters
  Score: Raw -271084.073975 + Penalty 3646.492735 = -267437.581240
  nChanged 25
		SP:Iteration 12Q (15620.100000 sec): 3 clusters
  Score: Raw -271130.130068 + Penalty 3646.492735 = -267483.637333
  nChanged 25
		SP:Iteration 13Q (15620.230000 sec): 3 clusters
  Score: Raw -271157.108042 + Penalty 3646.492735 = -267510.615307
  nChanged 15
		SP:Iteration 14Q (15620.390000 sec): 3 clusters
  Score: Raw -271176.229354 + Penalty 3646.492735 = -267529.736619
  nChanged 20
		SP:Iteration 15Q (15620.550000 sec): 3 clusters
  Score: Raw -271200.621705 + Penalty 3646.492735 = -267554.128970
  nChanged 20
		SP:Iteration 16Q (15620.690000 sec): 3 clusters
  Score: Raw -271236.363209 + Penalty 3646.492735 = -267589.870474
  nChanged 13
		SP:Iteration 17Q (15620.770000 sec): 3 clusters
  Score: Raw -271252.823223 + Penalty 3646.492735 = -267606.330488
  nChanged 15
		SP:Iteration 18Q (15620.910000 sec): 3 clusters
  Score: Raw -271273.177375 + Penalty 3646.492735 = -267626.684640
  nChanged 19
		SP:Iteration 19Q (15620.990000 sec): 3 clusters
  Score: Raw -271294.234155 + Penalty 3646.492735 = -267647.741420
  nChanged 13
		SP:Iteration 20F (15621.180000 sec): 3 clusters
  Score: Raw -271322.031049 + Penalty 3646.492735 = -267675.538314
  nChanged 10
		SP:Iteration 21Q (15621.310000 sec): 3 clusters
  Score: Raw -271337.100021 + Penalty 3646.492735 = -267690.607286
  nChanged 8
		SP:Iteration 22Q (15621.450000 sec): 3 clusters
  Score: Raw -271350.339179 + Penalty 3646.492735 = -267703.846444
  nChanged 7
		SP:Iteration 23Q (15621.580000 sec): 3 clusters
  Score: Raw -271359.732156 + Penalty 3646.492735 = -267713.239421
  nChanged 9
		SP:Iteration 24Q (15621.710000 sec): 3 clusters
  Score: Raw -271371.563706 + Penalty 3646.492735 = -267725.070971
  nChanged 8
		SP:Iteration 25Q (15621.850000 sec): 3 clusters
  Score: Raw -271379.054679 + Penalty 3646.492735 = -267732.561943
  nChanged 7
		SP:Iteration 26Q (15621.950000 sec): 3 clusters
  Score: Raw -271387.183771 + Penalty 3646.492735 = -267740.691036
  nChanged 4
		SP:Iteration 27Q (15622.050000 sec): 3 clusters
  Score: Raw -271393.712999 + Penalty 3646.492735 = -267747.220264
  nChanged 4
		SP:Iteration 28Q (15622.140000 sec): 3 clusters
  Score: Raw -271397.896134 + Penalty 3646.492735 = -267751.403399
  nChanged 3
		SP:Iteration 29Q (15622.260000 sec): 3 clusters
  Score: Raw -271399.944362 + Penalty 3646.492735 = -267753.451627
  nChanged 2
		SP:Iteration 30Q (15622.520000 sec): 3 clusters
  Score: Raw -271401.457310 + Penalty 3646.492735 = -267754.964575
  nChanged 1
		SP:Iteration 31Q (15622.720000 sec): 3 clusters
  Score: Raw -271403.195396 + Penalty 3646.492735 = -267756.702661
  nChanged 0
		SP:Iteration 32F (15622.880000 sec): 3 clusters
  Score: Raw -271403.195396 + Penalty 3646.492735 = -267756.702661
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15622.970000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15623.110000 sec): 3 clusters
  Score: Raw -60031.235710 + Penalty 2976.701779 = -57054.533931
  nChanged 55
		SP:Iteration 1F (15623.270000 sec): 3 clusters
  Score: Raw -60198.597376 + Penalty 2976.701779 = -57221.895597
  nChanged 20
		SP:Iteration 2Q (15623.380000 sec): 3 clusters
  Score: Raw -60272.715953 + Penalty 2976.701779 = -57296.014174
  nChanged 11
		SP:Iteration 3Q (15623.510000 sec): 3 clusters
  Score: Raw -60312.608579 + Penalty 2976.701779 = -57335.906799
  nChanged 9
		SP:Iteration 4Q (15623.650000 sec): 3 clusters
  Score: Raw -60338.985480 + Penalty 2976.701779 = -57362.283700
  nChanged 7
		SP:Iteration 5Q (15623.800000 sec): 3 clusters
  Score: Raw -60373.719491 + Penalty 2976.701779 = -57397.017711
  nChanged 3
		SP:Iteration 6Q (15623.940000 sec): 3 clusters
  Score: Raw -60393.088744 + Penalty 2976.701779 = -57416.386964
  nChanged 7
		SP:Iteration 7Q (15624.080000 sec): 3 clusters
  Score: Raw -60412.514516 + Penalty 2976.701779 = -57435.812736
  nChanged 5
		SP:Iteration 8Q (15624.230000 sec): 3 clusters
  Score: Raw -60427.067792 + Penalty 2976.701779 = -57450.366013
  nChanged 3
		SP:Iteration 9Q (15624.320000 sec): 3 clusters
  Score: Raw -60432.709138 + Penalty 2976.701779 = -57456.007358
  nChanged 0
		SP:Iteration 10F (15624.460000 sec): 3 clusters
  Score: Raw -60432.709138 + Penalty 2976.701779 = -57456.007358
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15624.560000 sec): 2 clusters
  Score: Raw -186857.002019 + Penalty 1743.871832 = -185113.130187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15624.740000 sec): 3 clusters
  Score: Raw -186570.563731 + Penalty 3487.743664 = -183082.820067
  nChanged 327
		SP:Iteration 1F (15624.830000 sec): 3 clusters
  Score: Raw -186969.138384 + Penalty 3487.743664 = -183481.394720
  nChanged 76
		SP:Iteration 2F (15625.050000 sec): 3 clusters
  Score: Raw -187081.583737 + Penalty 3487.743664 = -183593.840073
  nChanged 43
		SP:Iteration 3Q (15625.260000 sec): 3 clusters
  Score: Raw -187148.954365 + Penalty 3487.743664 = -183661.210700
  nChanged 31
		SP:Iteration 4Q (15625.450000 sec): 3 clusters
  Score: Raw -187191.904895 + Penalty 3487.743664 = -183704.161231
  nChanged 21
		SP:Iteration 5Q (15625.590000 sec): 3 clusters
  Score: Raw -187217.769232 + Penalty 3487.743664 = -183730.025567
  nChanged 23
		SP:Iteration 6Q (15625.730000 sec): 3 clusters
  Score: Raw -187242.143617 + Penalty 3487.743664 = -183754.399953
  nChanged 16
		SP:Iteration 7Q (15625.860000 sec): 3 clusters
  Score: Raw -187269.388632 + Penalty 3487.743664 = -183781.644968
  nChanged 16
		SP:Iteration 8Q (15626.000000 sec): 3 clusters
  Score: Raw -187299.397644 + Penalty 3487.743664 = -183811.653980
  nChanged 27
		SP:Iteration 9Q (15626.140000 sec): 3 clusters
  Score: Raw -187349.318305 + Penalty 3487.743664 = -183861.574640
  nChanged 30
		SP:Iteration 10Q (15626.270000 sec): 3 clusters
  Score: Raw -187425.086693 + Penalty 3487.743664 = -183937.343028
  nChanged 38
		SP:Iteration 11Q (15626.460000 sec): 3 clusters
  Score: Raw -187564.012560 + Penalty 3487.743664 = -184076.268896
  nChanged 44
		SP:Iteration 12Q (15626.600000 sec): 3 clusters
  Score: Raw -187658.703545 + Penalty 3487.743664 = -184170.959881
  nChanged 26
		SP:Iteration 13Q (15626.760000 sec): 3 clusters
  Score: Raw -187707.261066 + Penalty 3487.743664 = -184219.517401
  nChanged 19
		SP:Iteration 14Q (15626.920000 sec): 3 clusters
  Score: Raw -187744.272687 + Penalty 3487.743664 = -184256.529023
  nChanged 12
		SP:Iteration 15Q (15627.070000 sec): 3 clusters
  Score: Raw -187765.664489 + Penalty 3487.743664 = -184277.920825
  nChanged 13
		SP:Iteration 16Q (15627.210000 sec): 3 clusters
  Score: Raw -187782.734633 + Penalty 3487.743664 = -184294.990969
  nChanged 10
		SP:Iteration 17Q (15627.320000 sec): 3 clusters
  Score: Raw -187796.263183 + Penalty 3487.743664 = -184308.519518
  nChanged 6
		SP:Iteration 18Q (15627.470000 sec): 3 clusters
  Score: Raw -187801.734680 + Penalty 3487.743664 = -184313.991016
  nChanged 7
		SP:Iteration 19Q (15627.560000 sec): 3 clusters
  Score: Raw -187813.392552 + Penalty 3487.743664 = -184325.648888
  nChanged 6
		SP:Iteration 20F (15627.660000 sec): 3 clusters
  Score: Raw -187827.577755 + Penalty 3487.743664 = -184339.834091
  nChanged 7
		SP:Iteration 21Q (15627.800000 sec): 3 clusters
  Score: Raw -187844.607880 + Penalty 3487.743664 = -184356.864216
  nChanged 11
		SP:Iteration 22Q (15627.940000 sec): 3 clusters
  Score: Raw -187865.129985 + Penalty 3487.743664 = -184377.386321
  nChanged 11
		SP:Iteration 23Q (15628.140000 sec): 3 clusters
  Score: Raw -187885.338754 + Penalty 3487.743664 = -184397.595089
  nChanged 8
		SP:Iteration 24Q (15628.290000 sec): 3 clusters
  Score: Raw -187901.136059 + Penalty 3487.743664 = -184413.392395
  nChanged 2
		SP:Iteration 25Q (15628.410000 sec): 3 clusters
  Score: Raw -187902.746296 + Penalty 3487.743664 = -184415.002632
  nChanged 1
		SP:Iteration 26Q (15628.560000 sec): 3 clusters
  Score: Raw -187903.830529 + Penalty 3487.743664 = -184416.086865
  nChanged 1
		SP:Iteration 27Q (15628.700000 sec): 3 clusters
  Score: Raw -187904.408178 + Penalty 3487.743664 = -184416.664514
  nChanged 1
		SP:Iteration 28Q (15628.800000 sec): 3 clusters
  Score: Raw -187905.247222 + Penalty 3487.743664 = -184417.503558
  nChanged 0
		SP:Iteration 29F (15628.890000 sec): 3 clusters
  Score: Raw -187905.247222 + Penalty 3487.743664 = -184417.503558
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15629.520000 sec): 2 clusters
  Score: Raw -19108694.798604 + Penalty 2854.490245 = -19105840.308359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15630.390000 sec): 3 clusters
  Score: Raw -19044726.828000 + Penalty 5708.980490 = -19039017.847510
  nChanged 47232
		SP:Iteration 1F (15631.190000 sec): 3 clusters
  Score: Raw -19071727.437226 + Penalty 5708.980490 = -19066018.456736
  nChanged 3347
		SP:Iteration 2Q (15632.050000 sec): 3 clusters
  Score: Raw -19072709.889880 + Penalty 5708.980490 = -19067000.909390
  nChanged 3991
		SP:Iteration 3Q (15632.960000 sec): 3 clusters
  Score: Raw -19074291.705081 + Penalty 5708.980490 = -19068582.724591
  nChanged 5350
		SP:Iteration 4F (15634.000000 sec): 3 clusters
  Score: Raw -19077095.477700 + Penalty 5708.980490 = -19071386.497210
  nChanged 7158
		SP:Iteration 5F (15634.930000 sec): 3 clusters
  Score: Raw -19082113.176576 + Penalty 5708.980490 = -19076404.196086
  nChanged 9072
		SP:Iteration 6F (15635.910000 sec): 3 clusters
  Score: Raw -19090230.316216 + Penalty 5708.980490 = -19084521.335726
  nChanged 8984
		SP:Iteration 7F (15636.850000 sec): 3 clusters
  Score: Raw -19099188.838860 + Penalty 5708.980490 = -19093479.858371
  nChanged 6024
		SP:Iteration 8F (15637.800000 sec): 3 clusters
  Score: Raw -19105083.478247 + Penalty 5708.980490 = -19099374.497758
  nChanged 2762
		SP:Iteration 9Q (15638.680000 sec): 3 clusters
  Score: Raw -19107640.088161 + Penalty 5708.980490 = -19101931.107672
  nChanged 1001
		SP:Iteration 10Q (15639.410000 sec): 3 clusters
  Score: Raw -19108596.554898 + Penalty 5708.980490 = -19102887.574408
  nChanged 358
		SP:Iteration 11Q (15640.150000 sec): 3 clusters
  Score: Raw -19109000.402858 + Penalty 5708.980490 = -19103291.422369
  nChanged 185
		SP:Iteration 12Q (15640.910000 sec): 3 clusters
  Score: Raw -19109243.127889 + Penalty 5708.980490 = -19103534.147399
  nChanged 131
		SP:Iteration 13Q (15641.650000 sec): 3 clusters
  Score: Raw -19109425.371701 + Penalty 5708.980490 = -19103716.391211
  nChanged 93
		SP:Iteration 14Q (15642.420000 sec): 3 clusters
  Score: Raw -19109556.598915 + Penalty 5708.980490 = -19103847.618425
  nChanged 74
		SP:Iteration 15Q (15643.130000 sec): 3 clusters
  Score: Raw -19109643.348429 + Penalty 5708.980490 = -19103934.367939
  nChanged 56
		SP:Iteration 16Q (15643.860000 sec): 3 clusters
  Score: Raw -19109720.975464 + Penalty 5708.980490 = -19104011.994974
  nChanged 52
		SP:Iteration 17Q (15644.640000 sec): 3 clusters
  Score: Raw -19109777.475499 + Penalty 5708.980490 = -19104068.495010
  nChanged 34
		SP:Iteration 18Q (15645.390000 sec): 3 clusters
  Score: Raw -19109805.765489 + Penalty 5708.980490 = -19104096.784999
  nChanged 31
		SP:Iteration 19Q (15646.160000 sec): 3 clusters
  Score: Raw -19109830.382546 + Penalty 5708.980490 = -19104121.402056
  nChanged 28
		SP:Iteration 20F (15647.040000 sec): 3 clusters
  Score: Raw -19109847.100320 + Penalty 5708.980490 = -19104138.119830
  nChanged 10
		SP:Iteration 21Q (15647.820000 sec): 3 clusters
  Score: Raw -19109852.581414 + Penalty 5708.980490 = -19104143.600925
  nChanged 2
		SP:Iteration 22Q (15648.630000 sec): 3 clusters
  Score: Raw -19109853.612421 + Penalty 5708.980490 = -19104144.631931
  nChanged 2
		SP:Iteration 23Q (15649.450000 sec): 3 clusters
  Score: Raw -19109854.471736 + Penalty 5708.980490 = -19104145.491246
  nChanged 2
		SP:Iteration 24Q (15650.140000 sec): 3 clusters
  Score: Raw -19109855.869163 + Penalty 5708.980490 = -19104146.888674
  nChanged 2
		SP:Iteration 25Q (15650.870000 sec): 3 clusters
  Score: Raw -19109856.789383 + Penalty 5708.980490 = -19104147.808894
  nChanged 2
		SP:Iteration 26Q (15651.570000 sec): 3 clusters
  Score: Raw -19109857.864845 + Penalty 5708.980490 = -19104148.884355
  nChanged 4
		SP:Iteration 27Q (15652.290000 sec): 3 clusters
  Score: Raw -19109859.674101 + Penalty 5708.980490 = -19104150.693612
  nChanged 4
		SP:Iteration 28Q (15653.070000 sec): 3 clusters
  Score: Raw -19109861.887632 + Penalty 5708.980490 = -19104152.907143
  nChanged 4
		SP:Iteration 29Q (15653.880000 sec): 3 clusters
  Score: Raw -19109864.404252 + Penalty 5708.980490 = -19104155.423763
  nChanged 4
		SP:Iteration 30Q (15654.630000 sec): 3 clusters
  Score: Raw -19109865.919000 + Penalty 5708.980490 = -19104156.938510
  nChanged 1
		SP:Iteration 31Q (15655.350000 sec): 3 clusters
  Score: Raw -19109866.453812 + Penalty 5708.980490 = -19104157.473322
  nChanged 3
		SP:Iteration 32Q (15656.100000 sec): 3 clusters
  Score: Raw -19109867.487939 + Penalty 5708.980490 = -19104158.507449
  nChanged 0
		SP:Iteration 33F (15657.070000 sec): 3 clusters
  Score: Raw -19109867.487939 + Penalty 5708.980490 = -19104158.507449
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15657.150000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15657.310000 sec): 3 clusters
  Score: Raw -50664.785194 + Penalty 2829.076107 = -47835.709087
  nChanged 31
		SP:Iteration 1F (15657.470000 sec): 3 clusters
  Score: Raw -50762.126213 + Penalty 2829.076107 = -47933.050105
  nChanged 5
		SP:Iteration 2Q (15657.630000 sec): 3 clusters
  Score: Raw -50782.629442 + Penalty 2829.076107 = -47953.553335
  nChanged 1
		SP:Iteration 3Q (15657.790000 sec): 3 clusters
  Score: Raw -50785.134464 + Penalty 2829.076107 = -47956.058357
  nChanged 1
		SP:Iteration 4Q (15657.960000 sec): 3 clusters
  Score: Raw -50790.201357 + Penalty 2829.076107 = -47961.125250
  nChanged 0
		SP:Iteration 5F (15658.120000 sec): 3 clusters
  Score: Raw -50790.201357 + Penalty 2829.076107 = -47961.125250
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15658.200000 sec): 2 clusters
  Score: Raw -27221.855790 + Penalty 1286.471680 = -25935.384110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15658.360000 sec): 3 clusters
  Score: Raw -27521.106537 + Penalty 2572.943360 = -24948.163177
  nChanged 14
		SP:Iteration 1F (15658.520000 sec): 3 clusters
  Score: Raw -27601.221576 + Penalty 2572.943360 = -25028.278216
  nChanged 3
		SP:Iteration 2Q (15658.670000 sec): 3 clusters
  Score: Raw -27613.773268 + Penalty 2572.943360 = -25040.829908
  nChanged 0
		SP:Iteration 3F (15658.840000 sec): 3 clusters
  Score: Raw -27613.773268 + Penalty 2572.943360 = -25040.829908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15658.910000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15659.070000 sec): 3 clusters
  Score: Raw -83551.894599 + Penalty 3097.106783 = -80454.787817
  nChanged 84
		SP:Iteration 1F (15659.230000 sec): 3 clusters
  Score: Raw -83732.599157 + Penalty 3097.106783 = -80635.492374
  nChanged 19
		SP:Iteration 2Q (15659.390000 sec): 3 clusters
  Score: Raw -83800.595564 + Penalty 3097.106783 = -80703.488782
  nChanged 10
		SP:Iteration 3Q (15659.550000 sec): 3 clusters
  Score: Raw -83835.491945 + Penalty 3097.106783 = -80738.385162
  nChanged 9
		SP:Iteration 4Q (15659.710000 sec): 3 clusters
  Score: Raw -83880.717028 + Penalty 3097.106783 = -80783.610245
  nChanged 14
		SP:Iteration 5Q (15659.870000 sec): 3 clusters
  Score: Raw -83935.900159 + Penalty 3097.106783 = -80838.793376
  nChanged 10
		SP:Iteration 6Q (15660.030000 sec): 3 clusters
  Score: Raw -83986.629495 + Penalty 3097.106783 = -80889.522712
  nChanged 10
		SP:Iteration 7Q (15660.190000 sec): 3 clusters
  Score: Raw -84042.618718 + Penalty 3097.106783 = -80945.511935
  nChanged 4
		SP:Iteration 8Q (15660.320000 sec): 3 clusters
  Score: Raw -84052.697756 + Penalty 3097.106783 = -80955.590973
  nChanged 2
		SP:Iteration 9Q (15660.480000 sec): 3 clusters
  Score: Raw -84056.281493 + Penalty 3097.106783 = -80959.174710
  nChanged 0
		SP:Iteration 10F (15660.640000 sec): 3 clusters
  Score: Raw -84056.281493 + Penalty 3097.106783 = -80959.174710
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15660.730000 sec): 2 clusters
  Score: Raw -44326.406439 + Penalty 1460.441734 = -42865.964705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15660.890000 sec): 3 clusters
  Score: Raw -44535.280874 + Penalty 2920.883467 = -41614.397406
  nChanged 68
		SP:Iteration 1F (15661.060000 sec): 3 clusters
  Score: Raw -44739.250807 + Penalty 2920.883467 = -41818.367340
  nChanged 23
		SP:Iteration 2F (15661.210000 sec): 3 clusters
  Score: Raw -44829.672754 + Penalty 2920.883467 = -41908.789286
  nChanged 11
		SP:Iteration 3Q (15661.370000 sec): 3 clusters
  Score: Raw -44884.483418 + Penalty 2920.883467 = -41963.599951
  nChanged 11
		SP:Iteration 4Q (15661.530000 sec): 3 clusters
  Score: Raw -44917.112438 + Penalty 2920.883467 = -41996.228970
  nChanged 6
		SP:Iteration 5Q (15661.690000 sec): 3 clusters
  Score: Raw -44973.296379 + Penalty 2920.883467 = -42052.412912
  nChanged 8
		SP:Iteration 6Q (15661.850000 sec): 3 clusters
  Score: Raw -45017.901058 + Penalty 2920.883467 = -42097.017590
  nChanged 3
		SP:Iteration 7Q (15662.010000 sec): 3 clusters
  Score: Raw -45038.608498 + Penalty 2920.883467 = -42117.725031
  nChanged 1
		SP:Iteration 8Q (15662.170000 sec): 3 clusters
  Score: Raw -45040.186017 + Penalty 2920.883467 = -42119.302549
  nChanged 0
		SP:Iteration 9F (15662.330000 sec): 3 clusters
  Score: Raw -45040.186017 + Penalty 2920.883467 = -42119.302549
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15662.540000 sec): 2 clusters
  Score: Raw -2763980.321526 + Penalty 2402.516826 = -2761577.804700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15662.900000 sec): 3 clusters
  Score: Raw -2754807.085568 + Penalty 4805.033652 = -2750002.051916
  nChanged 6969
		SP:Iteration 1F (15663.180000 sec): 3 clusters
  Score: Raw -2758558.073501 + Penalty 4805.033652 = -2753753.039849
  nChanged 888
		SP:Iteration 2F (15663.520000 sec): 3 clusters
  Score: Raw -2758911.563712 + Penalty 4805.033652 = -2754106.530060
  nChanged 743
		SP:Iteration 3Q (15663.840000 sec): 3 clusters
  Score: Raw -2759189.473900 + Penalty 4805.033652 = -2754384.440248
  nChanged 659
		SP:Iteration 4Q (15664.180000 sec): 3 clusters
  Score: Raw -2759456.061290 + Penalty 4805.033652 = -2754651.027638
  nChanged 652
		SP:Iteration 5Q (15664.520000 sec): 3 clusters
  Score: Raw -2759764.323663 + Penalty 4805.033652 = -2754959.290012
  nChanged 693
		SP:Iteration 6Q (15664.900000 sec): 3 clusters
  Score: Raw -2760110.436780 + Penalty 4805.033652 = -2755305.403128
  nChanged 723
		SP:Iteration 7Q (15665.190000 sec): 3 clusters
  Score: Raw -2760511.689639 + Penalty 4805.033652 = -2755706.655987
  nChanged 791
		SP:Iteration 8Q (15665.480000 sec): 3 clusters
  Score: Raw -2761040.913793 + Penalty 4805.033652 = -2756235.880141
  nChanged 872
		SP:Iteration 9F (15665.800000 sec): 3 clusters
  Score: Raw -2761711.267037 + Penalty 4805.033652 = -2756906.233385
  nChanged 861
		SP:Iteration 10F (15666.100000 sec): 3 clusters
  Score: Raw -2762412.996820 + Penalty 4805.033652 = -2757607.963169
  nChanged 720
		SP:Iteration 11Q (15666.400000 sec): 3 clusters
  Score: Raw -2763064.019438 + Penalty 4805.033652 = -2758258.985786
  nChanged 585
		SP:Iteration 12Q (15666.670000 sec): 3 clusters
  Score: Raw -2763597.215415 + Penalty 4805.033652 = -2758792.181763
  nChanged 434
		SP:Iteration 13Q (15666.950000 sec): 3 clusters
  Score: Raw -2763988.145640 + Penalty 4805.033652 = -2759183.111988
  nChanged 308
		SP:Iteration 14Q (15667.240000 sec): 3 clusters
  Score: Raw -2764230.767372 + Penalty 4805.033652 = -2759425.733721
  nChanged 207
		SP:Iteration 15Q (15667.520000 sec): 3 clusters
  Score: Raw -2764385.319513 + Penalty 4805.033652 = -2759580.285861
  nChanged 165
		SP:Iteration 16Q (15667.760000 sec): 3 clusters
  Score: Raw -2764503.734960 + Penalty 4805.033652 = -2759698.701309
  nChanged 103
		SP:Iteration 17Q (15667.980000 sec): 3 clusters
  Score: Raw -2764572.812901 + Penalty 4805.033652 = -2759767.779249
  nChanged 84
		SP:Iteration 18Q (15668.230000 sec): 3 clusters
  Score: Raw -2764626.698047 + Penalty 4805.033652 = -2759821.664395
  nChanged 56
		SP:Iteration 19Q (15668.510000 sec): 3 clusters
  Score: Raw -2764662.377532 + Penalty 4805.033652 = -2759857.343881
  nChanged 44
		SP:Iteration 20F (15668.860000 sec): 3 clusters
  Score: Raw -2764690.489119 + Penalty 4805.033652 = -2759885.455467
  nChanged 32
		SP:Iteration 21Q (15669.080000 sec): 3 clusters
  Score: Raw -2764709.884562 + Penalty 4805.033652 = -2759904.850910
  nChanged 23
		SP:Iteration 22Q (15669.300000 sec): 3 clusters
  Score: Raw -2764723.673362 + Penalty 4805.033652 = -2759918.639710
  nChanged 18
		SP:Iteration 23Q (15669.580000 sec): 3 clusters
  Score: Raw -2764735.577832 + Penalty 4805.033652 = -2759930.544180
  nChanged 26
		SP:Iteration 24Q (15669.840000 sec): 3 clusters
  Score: Raw -2764748.698856 + Penalty 4805.033652 = -2759943.665204
  nChanged 14
		SP:Iteration 25Q (15670.130000 sec): 3 clusters
  Score: Raw -2764755.081604 + Penalty 4805.033652 = -2759950.047952
  nChanged 8
		SP:Iteration 26Q (15670.400000 sec): 3 clusters
  Score: Raw -2764758.985402 + Penalty 4805.033652 = -2759953.951750
  nChanged 5
		SP:Iteration 27Q (15670.630000 sec): 3 clusters
  Score: Raw -2764760.594243 + Penalty 4805.033652 = -2759955.560591
  nChanged 1
		SP:Iteration 28Q (15670.820000 sec): 3 clusters
  Score: Raw -2764760.971091 + Penalty 4805.033652 = -2759955.937439
  nChanged 1
		SP:Iteration 29Q (15671.090000 sec): 3 clusters
  Score: Raw -2764761.381761 + Penalty 4805.033652 = -2759956.348109
  nChanged 1
		SP:Iteration 30Q (15671.340000 sec): 3 clusters
  Score: Raw -2764761.716017 + Penalty 4805.033652 = -2759956.682365
  nChanged 1
		SP:Iteration 31Q (15671.600000 sec): 3 clusters
  Score: Raw -2764762.517701 + Penalty 4805.033652 = -2759957.484049
  nChanged 3
		SP:Iteration 32Q (15671.820000 sec): 3 clusters
  Score: Raw -2764763.763801 + Penalty 4805.033652 = -2759958.730149
  nChanged 4
		SP:Iteration 33Q (15672.080000 sec): 3 clusters
  Score: Raw -2764765.297540 + Penalty 4805.033652 = -2759960.263889
  nChanged 3
		SP:Iteration 34Q (15672.360000 sec): 3 clusters
  Score: Raw -2764767.276898 + Penalty 4805.033652 = -2759962.243247
  nChanged 6
		SP:Iteration 35Q (15672.590000 sec): 3 clusters
  Score: Raw -2764770.619882 + Penalty 4805.033652 = -2759965.586231
  nChanged 7
		SP:Iteration 36Q (15672.880000 sec): 3 clusters
  Score: Raw -2764775.877476 + Penalty 4805.033652 = -2759970.843824
  nChanged 12
		SP:Iteration 37Q (15673.110000 sec): 3 clusters
  Score: Raw -2764783.231822 + Penalty 4805.033652 = -2759978.198170
  nChanged 9
		SP:Iteration 38Q (15673.340000 sec): 3 clusters
  Score: Raw -2764787.551301 + Penalty 4805.033652 = -2759982.517649
  nChanged 7
		SP:Iteration 39Q (15673.600000 sec): 3 clusters
  Score: Raw -2764792.163921 + Penalty 4805.033652 = -2759987.130269
  nChanged 9
		SP:Iteration 40F (15673.850000 sec): 3 clusters
  Score: Raw -2764797.128811 + Penalty 4805.033652 = -2759992.095159
  nChanged 8
		SP:Iteration 41Q (15674.130000 sec): 3 clusters
  Score: Raw -2764800.225034 + Penalty 4805.033652 = -2759995.191382
  nChanged 5
		SP:Iteration 42Q (15674.360000 sec): 3 clusters
  Score: Raw -2764803.425318 + Penalty 4805.033652 = -2759998.391666
  nChanged 3
		SP:Iteration 43Q (15674.650000 sec): 3 clusters
  Score: Raw -2764805.068007 + Penalty 4805.033652 = -2760000.034355
  nChanged 2
		SP:Iteration 44Q (15674.920000 sec): 3 clusters
  Score: Raw -2764806.349943 + Penalty 4805.033652 = -2760001.316292
  nChanged 4
		SP:Iteration 45Q (15675.190000 sec): 3 clusters
  Score: Raw -2764808.957762 + Penalty 4805.033652 = -2760003.924110
  nChanged 6
		SP:Iteration 46Q (15675.440000 sec): 3 clusters
  Score: Raw -2764811.814349 + Penalty 4805.033652 = -2760006.780697
  nChanged 4
		SP:Iteration 47Q (15675.740000 sec): 3 clusters
  Score: Raw -2764814.290628 + Penalty 4805.033652 = -2760009.256976
  nChanged 6
		SP:Iteration 48Q (15675.990000 sec): 3 clusters
  Score: Raw -2764818.303922 + Penalty 4805.033652 = -2760013.270270
  nChanged 1
		SP:Iteration 49Q (15676.220000 sec): 3 clusters
  Score: Raw -2764818.677904 + Penalty 4805.033652 = -2760013.644252
  nChanged 0
		SP:Iteration 50F (15676.560000 sec): 3 clusters
  Score: Raw -2764818.677904 + Penalty 4805.033652 = -2760013.644252
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15676.670000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15676.880000 sec): 3 clusters
  Score: Raw -19132.317999 + Penalty 2690.775209 = -16441.542791
  nChanged 36
		SP:Iteration 1F (15677.040000 sec): 3 clusters
  Score: Raw -19343.216036 + Penalty 2690.775209 = -16652.440828
  nChanged 6
		SP:Iteration 2Q (15677.190000 sec): 3 clusters
  Score: Raw -19371.270170 + Penalty 2690.775209 = -16680.494961
  nChanged 4
		SP:Iteration 3Q (15677.380000 sec): 3 clusters
  Score: Raw -19390.186459 + Penalty 2690.775209 = -16699.411251
  nChanged 3
		SP:Iteration 4Q (15677.470000 sec): 3 clusters
  Score: Raw -19412.034563 + Penalty 2690.775209 = -16721.259354
  nChanged 3
		SP:Iteration 5Q (15677.650000 sec): 3 clusters
  Score: Raw -19428.096762 + Penalty 2690.775209 = -16737.321553
  nChanged 0
		SP:Iteration 6F (15677.860000 sec): 3 clusters
  Score: Raw -19428.096762 + Penalty 2690.775209 = -16737.321553
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15678.000000 sec): 2 clusters
  Score: Raw -21643.604420 + Penalty 1279.445714 = -20364.158706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15678.140000 sec): 3 clusters
  Score: Raw -22088.583222 + Penalty 2558.891428 = -19529.691794
  nChanged 24
		SP:Iteration 1F (15678.290000 sec): 3 clusters
  Score: Raw -22348.327004 + Penalty 2558.891428 = -19789.435576
  nChanged 6
		SP:Iteration 2Q (15678.510000 sec): 3 clusters
  Score: Raw -22391.603156 + Penalty 2558.891428 = -19832.711727
  nChanged 2
		SP:Iteration 3Q (15678.640000 sec): 3 clusters
  Score: Raw -22401.297797 + Penalty 2558.891428 = -19842.406368
  nChanged 3
		SP:Iteration 4Q (15678.760000 sec): 3 clusters
  Score: Raw -22422.415110 + Penalty 2558.891428 = -19863.523681
  nChanged 4
		SP:Iteration 5Q (15678.890000 sec): 3 clusters
  Score: Raw -22468.120020 + Penalty 2558.891428 = -19909.228592
  nChanged 4
		SP:Iteration 6Q (15679.020000 sec): 3 clusters
  Score: Raw -22527.746499 + Penalty 2558.891428 = -19968.855071
  nChanged 3
		SP:Iteration 7Q (15679.140000 sec): 3 clusters
  Score: Raw -22554.671204 + Penalty 2558.891428 = -19995.779776
  nChanged 1
		SP:Iteration 8Q (15679.300000 sec): 3 clusters
  Score: Raw -22564.322450 + Penalty 2558.891428 = -20005.431022
  nChanged 0
		SP:Iteration 9F (15679.480000 sec): 3 clusters
  Score: Raw -22564.322450 + Penalty 2558.891428 = -20005.431022
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15679.600000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15679.790000 sec): 3 clusters
  Score: Raw -71986.281041 + Penalty 2992.410766 = -68993.870275
  nChanged 60
		SP:Iteration 1F (15679.960000 sec): 3 clusters
  Score: Raw -72125.803385 + Penalty 2992.410766 = -69133.392619
  nChanged 15
		SP:Iteration 2Q (15680.130000 sec): 3 clusters
  Score: Raw -72163.925996 + Penalty 2992.410766 = -69171.515230
  nChanged 5
		SP:Iteration 3Q (15680.250000 sec): 3 clusters
  Score: Raw -72180.064717 + Penalty 2992.410766 = -69187.653951
  nChanged 3
		SP:Iteration 4Q (15680.400000 sec): 3 clusters
  Score: Raw -72188.004103 + Penalty 2992.410766 = -69195.593337
  nChanged 2
		SP:Iteration 5Q (15680.560000 sec): 3 clusters
  Score: Raw -72191.204736 + Penalty 2992.410766 = -69198.793970
  nChanged 1
		SP:Iteration 6Q (15680.710000 sec): 3 clusters
  Score: Raw -72193.326560 + Penalty 2992.410766 = -69200.915794
  nChanged 1
		SP:Iteration 7Q (15680.840000 sec): 3 clusters
  Score: Raw -72194.637940 + Penalty 2992.410766 = -69202.227174
  nChanged 0
		SP:Iteration 8F (15681.020000 sec): 3 clusters
  Score: Raw -72194.637940 + Penalty 2992.410766 = -69202.227174
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15681.300000 sec): 2 clusters
  Score: Raw -3701207.477641 + Penalty 2469.648428 = -3698737.829213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15681.600000 sec): 3 clusters
  Score: Raw -3688859.738927 + Penalty 4939.296855 = -3683920.442072
  nChanged 9323
		SP:Iteration 1F (15681.930000 sec): 3 clusters
  Score: Raw -3693957.465987 + Penalty 4939.296855 = -3689018.169132
  nChanged 1193
		SP:Iteration 2F (15682.270000 sec): 3 clusters
  Score: Raw -3694460.945453 + Penalty 4939.296855 = -3689521.648598
  nChanged 1091
		SP:Iteration 3F (15682.550000 sec): 3 clusters
  Score: Raw -3694930.019233 + Penalty 4939.296855 = -3689990.722378
  nChanged 992
		SP:Iteration 4Q (15682.880000 sec): 3 clusters
  Score: Raw -3695344.457273 + Penalty 4939.296855 = -3690405.160418
  nChanged 1018
		SP:Iteration 5Q (15683.230000 sec): 3 clusters
  Score: Raw -3695839.829355 + Penalty 4939.296855 = -3690900.532500
  nChanged 1063
		SP:Iteration 6F (15683.640000 sec): 3 clusters
  Score: Raw -3696414.972398 + Penalty 4939.296855 = -3691475.675543
  nChanged 1174
		SP:Iteration 7F (15683.910000 sec): 3 clusters
  Score: Raw -3697115.299875 + Penalty 4939.296855 = -3692176.003020
  nChanged 1173
		SP:Iteration 8F (15684.340000 sec): 3 clusters
  Score: Raw -3697842.055048 + Penalty 4939.296855 = -3692902.758193
  nChanged 1157
		SP:Iteration 9F (15684.640000 sec): 3 clusters
  Score: Raw -3698590.212611 + Penalty 4939.296855 = -3693650.915756
  nChanged 1038
		SP:Iteration 10Q (15685.000000 sec): 3 clusters
  Score: Raw -3699300.517993 + Penalty 4939.296855 = -3694361.221138
  nChanged 885
		SP:Iteration 11Q (15685.310000 sec): 3 clusters
  Score: Raw -3699920.976811 + Penalty 4939.296855 = -3694981.679956
  nChanged 689
		SP:Iteration 12Q (15685.650000 sec): 3 clusters
  Score: Raw -3700399.680542 + Penalty 4939.296855 = -3695460.383687
  nChanged 514
		SP:Iteration 13Q (15685.890000 sec): 3 clusters
  Score: Raw -3700764.531094 + Penalty 4939.296855 = -3695825.234239
  nChanged 382
		SP:Iteration 14Q (15686.260000 sec): 3 clusters
  Score: Raw -3701041.563998 + Penalty 4939.296855 = -3696102.267143
  nChanged 279
		SP:Iteration 15Q (15686.580000 sec): 3 clusters
  Score: Raw -3701240.185903 + Penalty 4939.296855 = -3696300.889048
  nChanged 210
		SP:Iteration 16Q (15686.910000 sec): 3 clusters
  Score: Raw -3701382.020075 + Penalty 4939.296855 = -3696442.723220
  nChanged 147
		SP:Iteration 17Q (15687.230000 sec): 3 clusters
  Score: Raw -3701478.969224 + Penalty 4939.296855 = -3696539.672369
  nChanged 134
		SP:Iteration 18Q (15687.560000 sec): 3 clusters
  Score: Raw -3701568.030474 + Penalty 4939.296855 = -3696628.733619
  nChanged 104
		SP:Iteration 19Q (15687.890000 sec): 3 clusters
  Score: Raw -3701630.336951 + Penalty 4939.296855 = -3696691.040096
  nChanged 73
		SP:Iteration 20F (15688.230000 sec): 3 clusters
  Score: Raw -3701667.445998 + Penalty 4939.296855 = -3696728.149143
  nChanged 44
		SP:Iteration 21Q (15688.530000 sec): 3 clusters
  Score: Raw -3701686.669110 + Penalty 4939.296855 = -3696747.372255
  nChanged 35
		SP:Iteration 22Q (15688.870000 sec): 3 clusters
  Score: Raw -3701701.906570 + Penalty 4939.296855 = -3696762.609715
  nChanged 30
		SP:Iteration 23Q (15689.220000 sec): 3 clusters
  Score: Raw -3701718.574052 + Penalty 4939.296855 = -3696779.277197
  nChanged 24
		SP:Iteration 24Q (15689.530000 sec): 3 clusters
  Score: Raw -3701730.514463 + Penalty 4939.296855 = -3696791.217608
  nChanged 24
		SP:Iteration 25Q (15689.830000 sec): 3 clusters
  Score: Raw -3701740.057645 + Penalty 4939.296855 = -3696800.760790
  nChanged 15
		SP:Iteration 26Q (15690.150000 sec): 3 clusters
  Score: Raw -3701745.508793 + Penalty 4939.296855 = -3696806.211937
  nChanged 11
		SP:Iteration 27Q (15690.460000 sec): 3 clusters
  Score: Raw -3701751.476783 + Penalty 4939.296855 = -3696812.179928
  nChanged 14
		SP:Iteration 28Q (15690.770000 sec): 3 clusters
  Score: Raw -3701757.822175 + Penalty 4939.296855 = -3696818.525320
  nChanged 11
		SP:Iteration 29Q (15691.080000 sec): 3 clusters
  Score: Raw -3701761.950978 + Penalty 4939.296855 = -3696822.654123
  nChanged 9
		SP:Iteration 30Q (15691.390000 sec): 3 clusters
  Score: Raw -3701765.179985 + Penalty 4939.296855 = -3696825.883129
  nChanged 6
		SP:Iteration 31Q (15691.700000 sec): 3 clusters
  Score: Raw -3701767.871025 + Penalty 4939.296855 = -3696828.574170
  nChanged 6
		SP:Iteration 32Q (15692.070000 sec): 3 clusters
  Score: Raw -3701769.481658 + Penalty 4939.296855 = -3696830.184803
  nChanged 3
		SP:Iteration 33Q (15692.420000 sec): 3 clusters
  Score: Raw -3701770.651969 + Penalty 4939.296855 = -3696831.355114
  nChanged 5
		SP:Iteration 34Q (15692.780000 sec): 3 clusters
  Score: Raw -3701772.143998 + Penalty 4939.296855 = -3696832.847143
  nChanged 4
		SP:Iteration 35Q (15693.120000 sec): 3 clusters
  Score: Raw -3701773.494297 + Penalty 4939.296855 = -3696834.197442
  nChanged 5
		SP:Iteration 36Q (15693.480000 sec): 3 clusters
  Score: Raw -3701775.152299 + Penalty 4939.296855 = -3696835.855444
  nChanged 3
		SP:Iteration 37Q (15693.830000 sec): 3 clusters
  Score: Raw -3701776.801257 + Penalty 4939.296855 = -3696837.504402
  nChanged 4
		SP:Iteration 38Q (15694.180000 sec): 3 clusters
  Score: Raw -3701778.406955 + Penalty 4939.296855 = -3696839.110100
  nChanged 8
		SP:Iteration 39Q (15694.490000 sec): 3 clusters
  Score: Raw -3701781.315745 + Penalty 4939.296855 = -3696842.018890
  nChanged 4
		SP:Iteration 40F (15694.800000 sec): 3 clusters
  Score: Raw -3701782.705978 + Penalty 4939.296855 = -3696843.409123
  nChanged 6
		SP:Iteration 41Q (15695.080000 sec): 3 clusters
  Score: Raw -3701784.554137 + Penalty 4939.296855 = -3696845.257282
  nChanged 2
		SP:Iteration 42Q (15695.390000 sec): 3 clusters
  Score: Raw -3701785.053491 + Penalty 4939.296855 = -3696845.756636
  nChanged 3
		SP:Iteration 43Q (15695.680000 sec): 3 clusters
  Score: Raw -3701786.927793 + Penalty 4939.296855 = -3696847.630938
  nChanged 6
		SP:Iteration 44Q (15696.010000 sec): 3 clusters
  Score: Raw -3701790.270396 + Penalty 4939.296855 = -3696850.973541
  nChanged 8
		SP:Iteration 45Q (15696.370000 sec): 3 clusters
  Score: Raw -3701793.298593 + Penalty 4939.296855 = -3696854.001738
  nChanged 6
		SP:Iteration 46Q (15696.700000 sec): 3 clusters
  Score: Raw -3701795.938758 + Penalty 4939.296855 = -3696856.641903
  nChanged 4
		SP:Iteration 47Q (15697.040000 sec): 3 clusters
  Score: Raw -3701797.633990 + Penalty 4939.296855 = -3696858.337135
  nChanged 2
		SP:Iteration 48Q (15697.330000 sec): 3 clusters
  Score: Raw -3701798.442735 + Penalty 4939.296855 = -3696859.145880
  nChanged 1
		SP:Iteration 49Q (15697.700000 sec): 3 clusters
  Score: Raw -3701798.840614 + Penalty 4939.296855 = -3696859.543759
  nChanged 0
		SP:Iteration 50F (15698.030000 sec): 3 clusters
  Score: Raw -3701798.840614 + Penalty 4939.296855 = -3696859.543759
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15698.140000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15698.310000 sec): 3 clusters
  Score: Raw -38407.416633 + Penalty 2740.624658 = -35666.791975
  nChanged 26
		SP:Iteration 1F (15698.520000 sec): 3 clusters
  Score: Raw -38530.348318 + Penalty 2740.624658 = -35789.723660
  nChanged 3
		SP:Iteration 2Q (15698.680000 sec): 3 clusters
  Score: Raw -38541.978806 + Penalty 2740.624658 = -35801.354148
  nChanged 2
		SP:Iteration 3Q (15698.860000 sec): 3 clusters
  Score: Raw -38554.434219 + Penalty 2740.624658 = -35813.809561
  nChanged 1
		SP:Iteration 4Q (15699.020000 sec): 3 clusters
  Score: Raw -38558.867729 + Penalty 2740.624658 = -35818.243071
  nChanged 0
		SP:Iteration 5F (15699.130000 sec): 3 clusters
  Score: Raw -38558.867729 + Penalty 2740.624658 = -35818.243071
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15699.240000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15699.400000 sec): 3 clusters
  Score: Raw -110479.545992 + Penalty 3200.216281 = -107279.329711
  nChanged 128
		SP:Iteration 1F (15699.540000 sec): 3 clusters
  Score: Raw -110678.565792 + Penalty 3200.216281 = -107478.349511
  nChanged 29
		SP:Iteration 2Q (15699.730000 sec): 3 clusters
  Score: Raw -110738.190420 + Penalty 3200.216281 = -107537.974139
  nChanged 21
		SP:Iteration 3Q (15699.910000 sec): 3 clusters
  Score: Raw -110777.961290 + Penalty 3200.216281 = -107577.745008
  nChanged 12
		SP:Iteration 4Q (15700.090000 sec): 3 clusters
  Score: Raw -110804.430689 + Penalty 3200.216281 = -107604.214408
  nChanged 10
		SP:Iteration 5Q (15700.330000 sec): 3 clusters
  Score: Raw -110842.520636 + Penalty 3200.216281 = -107642.304355
  nChanged 12
		SP:Iteration 6Q (15700.490000 sec): 3 clusters
  Score: Raw -110874.649634 + Penalty 3200.216281 = -107674.433352
  nChanged 12
		SP:Iteration 7Q (15700.670000 sec): 3 clusters
  Score: Raw -110891.478737 + Penalty 3200.216281 = -107691.262456
  nChanged 7
		SP:Iteration 8Q (15700.870000 sec): 3 clusters
  Score: Raw -110903.555358 + Penalty 3200.216281 = -107703.339077
  nChanged 3
		SP:Iteration 9Q (15701.070000 sec): 3 clusters
  Score: Raw -110909.413303 + Penalty 3200.216281 = -107709.197022
  nChanged 6
		SP:Iteration 10Q (15701.350000 sec): 3 clusters
  Score: Raw -110922.608623 + Penalty 3200.216281 = -107722.392342
  nChanged 5
		SP:Iteration 11Q (15701.490000 sec): 3 clusters
  Score: Raw -110928.957704 + Penalty 3200.216281 = -107728.741423
  nChanged 7
		SP:Iteration 12Q (15701.670000 sec): 3 clusters
  Score: Raw -110945.859617 + Penalty 3200.216281 = -107745.643335
  nChanged 9
		SP:Iteration 13Q (15701.920000 sec): 3 clusters
  Score: Raw -110966.038846 + Penalty 3200.216281 = -107765.822565
  nChanged 6
		SP:Iteration 14Q (15702.040000 sec): 3 clusters
  Score: Raw -111010.336501 + Penalty 3200.216281 = -107810.120220
  nChanged 8
		SP:Iteration 15Q (15702.220000 sec): 3 clusters
  Score: Raw -111041.100732 + Penalty 3200.216281 = -107840.884451
  nChanged 6
		SP:Iteration 16Q (15702.390000 sec): 3 clusters
  Score: Raw -111051.459309 + Penalty 3200.216281 = -107851.243028
  nChanged 0
		SP:Iteration 17F (15702.560000 sec): 3 clusters
  Score: Raw -111051.459309 + Penalty 3200.216281 = -107851.243028
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15702.650000 sec): 2 clusters
  Score: Raw -70733.769478 + Penalty 1580.159738 = -69153.609740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15702.740000 sec): 3 clusters
  Score: Raw -70813.269258 + Penalty 3160.319476 = -67652.949782
  nChanged 133
		SP:Iteration 1F (15702.930000 sec): 3 clusters
  Score: Raw -71096.891689 + Penalty 3160.319476 = -67936.572213
  nChanged 57
		SP:Iteration 2F (15703.030000 sec): 3 clusters
  Score: Raw -71274.125538 + Penalty 3160.319476 = -68113.806062
  nChanged 36
		SP:Iteration 3F (15703.230000 sec): 3 clusters
  Score: Raw -71394.369350 + Penalty 3160.319476 = -68234.049874
  nChanged 29
		SP:Iteration 4Q (15703.360000 sec): 3 clusters
  Score: Raw -71499.792252 + Penalty 3160.319476 = -68339.472776
  nChanged 25
		SP:Iteration 5Q (15703.490000 sec): 3 clusters
  Score: Raw -71596.543318 + Penalty 3160.319476 = -68436.223842
  nChanged 21
		SP:Iteration 6Q (15703.640000 sec): 3 clusters
  Score: Raw -71700.467480 + Penalty 3160.319476 = -68540.148004
  nChanged 14
		SP:Iteration 7Q (15703.790000 sec): 3 clusters
  Score: Raw -71768.317206 + Penalty 3160.319476 = -68607.997730
  nChanged 8
		SP:Iteration 8Q (15703.920000 sec): 3 clusters
  Score: Raw -71793.901374 + Penalty 3160.319476 = -68633.581897
  nChanged 7
		SP:Iteration 9Q (15704.050000 sec): 3 clusters
  Score: Raw -71819.518154 + Penalty 3160.319476 = -68659.198677
  nChanged 6
		SP:Iteration 10Q (15704.230000 sec): 3 clusters
  Score: Raw -71830.216068 + Penalty 3160.319476 = -68669.896591
  nChanged 5
		SP:Iteration 11Q (15704.390000 sec): 3 clusters
  Score: Raw -71843.900693 + Penalty 3160.319476 = -68683.581217
  nChanged 3
		SP:Iteration 12Q (15704.570000 sec): 3 clusters
  Score: Raw -71848.851640 + Penalty 3160.319476 = -68688.532164
  nChanged 2
		SP:Iteration 13Q (15704.750000 sec): 3 clusters
  Score: Raw -71850.470300 + Penalty 3160.319476 = -68690.150824
  nChanged 0
		SP:Iteration 14F (15704.920000 sec): 3 clusters
  Score: Raw -71859.548621 + Penalty 3160.319476 = -68699.229144
  nChanged 2
		SP:Iteration 15Q (15705.080000 sec): 3 clusters
  Score: Raw -71871.517998 + Penalty 3160.319476 = -68711.198522
  nChanged 4
		SP:Iteration 16Q (15705.250000 sec): 3 clusters
  Score: Raw -71901.120588 + Penalty 3160.319476 = -68740.801112
  nChanged 6
		SP:Iteration 17Q (15705.500000 sec): 3 clusters
  Score: Raw -71909.109574 + Penalty 3160.319476 = -68748.790097
  nChanged 1
		SP:Iteration 18Q (15705.680000 sec): 3 clusters
  Score: Raw -71910.846270 + Penalty 3160.319476 = -68750.526793
  nChanged 2
		SP:Iteration 19Q (15705.860000 sec): 3 clusters
  Score: Raw -71913.244284 + Penalty 3160.319476 = -68752.924808
  nChanged 1
		SP:Iteration 20F (15705.980000 sec): 3 clusters
  Score: Raw -71918.336983 + Penalty 3160.319476 = -68758.017507
  nChanged 2
		SP:Iteration 21Q (15706.120000 sec): 3 clusters
  Score: Raw -71922.065812 + Penalty 3160.319476 = -68761.746336
  nChanged 1
		SP:Iteration 22Q (15706.300000 sec): 3 clusters
  Score: Raw -71925.605152 + Penalty 3160.319476 = -68765.285676
  nChanged 1
		SP:Iteration 23Q (15706.560000 sec): 3 clusters
  Score: Raw -71926.856124 + Penalty 3160.319476 = -68766.536648
  nChanged 0
		SP:Iteration 24F (15706.740000 sec): 3 clusters
  Score: Raw -71926.856124 + Penalty 3160.319476 = -68766.536648
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15706.860000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15707.060000 sec): 3 clusters
  Score: Raw -29603.188588 + Penalty 2632.900778 = -26970.287810
  nChanged 18
		SP:Iteration 1F (15707.230000 sec): 3 clusters
  Score: Raw -29742.723448 + Penalty 2632.900778 = -27109.822670
  nChanged 6
		SP:Iteration 2Q (15707.340000 sec): 3 clusters
  Score: Raw -29785.363411 + Penalty 2632.900778 = -27152.462633
  nChanged 2
		SP:Iteration 3Q (15707.460000 sec): 3 clusters
  Score: Raw -29802.958460 + Penalty 2632.900778 = -27170.057683
  nChanged 0
		SP:Iteration 4F (15707.580000 sec): 3 clusters
  Score: Raw -29802.958460 + Penalty 2632.900778 = -27170.057683
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15707.720000 sec): 2 clusters
  Score: Raw -252771.392814 + Penalty 1823.881858 = -250947.510956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15707.890000 sec): 3 clusters
  Score: Raw -252366.759825 + Penalty 3647.763716 = -248718.996109
  nChanged 477
		SP:Iteration 1F (15708.080000 sec): 3 clusters
  Score: Raw -253028.536742 + Penalty 3647.763716 = -249380.773026
  nChanged 152
		SP:Iteration 2F (15708.250000 sec): 3 clusters
  Score: Raw -253362.410234 + Penalty 3647.763716 = -249714.646518
  nChanged 123
		SP:Iteration 3F (15708.470000 sec): 3 clusters
  Score: Raw -253597.346235 + Penalty 3647.763716 = -249949.582519
  nChanged 92
		SP:Iteration 4F (15708.650000 sec): 3 clusters
  Score: Raw -253823.341731 + Penalty 3647.763716 = -250175.578015
  nChanged 76
		SP:Iteration 5Q (15708.850000 sec): 3 clusters
  Score: Raw -253941.532491 + Penalty 3647.763716 = -250293.768775
  nChanged 47
		SP:Iteration 6Q (15709.030000 sec): 3 clusters
  Score: Raw -254013.173993 + Penalty 3647.763716 = -250365.410277
  nChanged 40
		SP:Iteration 7Q (15709.180000 sec): 3 clusters
  Score: Raw -254106.257376 + Penalty 3647.763716 = -250458.493660
  nChanged 31
		SP:Iteration 8Q (15709.380000 sec): 3 clusters
  Score: Raw -254159.700835 + Penalty 3647.763716 = -250511.937119
  nChanged 24
		SP:Iteration 9Q (15709.550000 sec): 3 clusters
  Score: Raw -254186.682056 + Penalty 3647.763716 = -250538.918340
  nChanged 15
		SP:Iteration 10Q (15709.690000 sec): 3 clusters
  Score: Raw -254211.249216 + Penalty 3647.763716 = -250563.485501
  nChanged 8
		SP:Iteration 11Q (15709.850000 sec): 3 clusters
  Score: Raw -254221.371673 + Penalty 3647.763716 = -250573.607957
  nChanged 6
		SP:Iteration 12Q (15710.020000 sec): 3 clusters
  Score: Raw -254233.855213 + Penalty 3647.763716 = -250586.091497
  nChanged 9
		SP:Iteration 13Q (15710.230000 sec): 3 clusters
  Score: Raw -254240.722400 + Penalty 3647.763716 = -250592.958684
  nChanged 6
		SP:Iteration 14Q (15710.430000 sec): 3 clusters
  Score: Raw -254249.012351 + Penalty 3647.763716 = -250601.248635
  nChanged 5
		SP:Iteration 15Q (15710.620000 sec): 3 clusters
  Score: Raw -254254.351275 + Penalty 3647.763716 = -250606.587559
  nChanged 4
		SP:Iteration 16Q (15710.760000 sec): 3 clusters
  Score: Raw -254259.292469 + Penalty 3647.763716 = -250611.528753
  nChanged 8
		SP:Iteration 17Q (15710.910000 sec): 3 clusters
  Score: Raw -254268.423790 + Penalty 3647.763716 = -250620.660074
  nChanged 2
		SP:Iteration 18Q (15711.070000 sec): 3 clusters
  Score: Raw -254269.372566 + Penalty 3647.763716 = -250621.608850
  nChanged 1
		SP:Iteration 19Q (15711.240000 sec): 3 clusters
  Score: Raw -254274.367047 + Penalty 3647.763716 = -250626.603331
  nChanged 0
		SP:Iteration 20F (15711.400000 sec): 3 clusters
  Score: Raw -254276.436319 + Penalty 3647.763716 = -250628.672603
  nChanged 1
		SP:Iteration 21Q (15711.600000 sec): 3 clusters
  Score: Raw -254280.214456 + Penalty 3647.763716 = -250632.450740
  nChanged 0
		SP:Iteration 22F (15711.750000 sec): 3 clusters
  Score: Raw -254280.214456 + Penalty 3647.763716 = -250632.450740
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15711.860000 sec): 2 clusters
  Score: Raw -163487.130539 + Penalty 1705.824964 = -161781.305575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15712.060000 sec): 3 clusters
  Score: Raw -163241.192159 + Penalty 3411.649928 = -159829.542231
  nChanged 247
		SP:Iteration 1F (15712.200000 sec): 3 clusters
  Score: Raw -163494.076956 + Penalty 3411.649928 = -160082.427027
  nChanged 75
		SP:Iteration 2F (15712.380000 sec): 3 clusters
  Score: Raw -163609.554820 + Penalty 3411.649928 = -160197.904891
  nChanged 38
		SP:Iteration 3Q (15712.540000 sec): 3 clusters
  Score: Raw -163679.898908 + Penalty 3411.649928 = -160268.248980
  nChanged 35
		SP:Iteration 4Q (15712.730000 sec): 3 clusters
  Score: Raw -163737.976188 + Penalty 3411.649928 = -160326.326260
  nChanged 25
		SP:Iteration 5Q (15712.880000 sec): 3 clusters
  Score: Raw -163784.702869 + Penalty 3411.649928 = -160373.052941
  nChanged 29
		SP:Iteration 6Q (15713.050000 sec): 3 clusters
  Score: Raw -163839.649645 + Penalty 3411.649928 = -160427.999716
  nChanged 18
		SP:Iteration 7Q (15713.230000 sec): 3 clusters
  Score: Raw -163874.691368 + Penalty 3411.649928 = -160463.041440
  nChanged 12
		SP:Iteration 8Q (15713.410000 sec): 3 clusters
  Score: Raw -163891.423254 + Penalty 3411.649928 = -160479.773326
  nChanged 8
		SP:Iteration 9Q (15713.580000 sec): 3 clusters
  Score: Raw -163901.618783 + Penalty 3411.649928 = -160489.968854
  nChanged 8
		SP:Iteration 10Q (15713.760000 sec): 3 clusters
  Score: Raw -163914.635130 + Penalty 3411.649928 = -160502.985202
  nChanged 2
		SP:Iteration 11Q (15713.930000 sec): 3 clusters
  Score: Raw -163918.906863 + Penalty 3411.649928 = -160507.256935
  nChanged 1
		SP:Iteration 12Q (15714.140000 sec): 3 clusters
  Score: Raw -163920.629615 + Penalty 3411.649928 = -160508.979687
  nChanged 3
		SP:Iteration 13Q (15714.310000 sec): 3 clusters
  Score: Raw -163927.409005 + Penalty 3411.649928 = -160515.759077
  nChanged 5
		SP:Iteration 14Q (15714.490000 sec): 3 clusters
  Score: Raw -163935.717002 + Penalty 3411.649928 = -160524.067074
  nChanged 5
		SP:Iteration 15Q (15714.610000 sec): 3 clusters
  Score: Raw -163941.832323 + Penalty 3411.649928 = -160530.182394
  nChanged 3
		SP:Iteration 16Q (15714.800000 sec): 3 clusters
  Score: Raw -163944.098596 + Penalty 3411.649928 = -160532.448668
  nChanged 2
		SP:Iteration 17Q (15714.990000 sec): 3 clusters
  Score: Raw -163950.144444 + Penalty 3411.649928 = -160538.494516
  nChanged 2
		SP:Iteration 18Q (15715.130000 sec): 3 clusters
  Score: Raw -163952.007890 + Penalty 3411.649928 = -160540.357961
  nChanged 0
		SP:Iteration 19F (15715.360000 sec): 3 clusters
  Score: Raw -163952.007890 + Penalty 3411.649928 = -160540.357961
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15715.420000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15715.610000 sec): 3 clusters
  Score: Raw -76334.174084 + Penalty 3063.230166 = -73270.943918
  nChanged 79
		SP:Iteration 1F (15715.820000 sec): 3 clusters
  Score: Raw -76501.471013 + Penalty 3063.230166 = -73438.240847
  nChanged 28
		SP:Iteration 2F (15715.990000 sec): 3 clusters
  Score: Raw -76565.760571 + Penalty 3063.230166 = -73502.530405
  nChanged 10
		SP:Iteration 3Q (15716.130000 sec): 3 clusters
  Score: Raw -76590.481436 + Penalty 3063.230166 = -73527.251270
  nChanged 6
		SP:Iteration 4Q (15716.310000 sec): 3 clusters
  Score: Raw -76625.037042 + Penalty 3063.230166 = -73561.806876
  nChanged 9
		SP:Iteration 5Q (15716.490000 sec): 3 clusters
  Score: Raw -76662.118516 + Penalty 3063.230166 = -73598.888350
  nChanged 9
		SP:Iteration 6Q (15716.670000 sec): 3 clusters
  Score: Raw -76698.422507 + Penalty 3063.230166 = -73635.192341
  nChanged 7
		SP:Iteration 7Q (15716.840000 sec): 3 clusters
  Score: Raw -76715.468011 + Penalty 3063.230166 = -73652.237845
  nChanged 5
		SP:Iteration 8Q (15717.010000 sec): 3 clusters
  Score: Raw -76731.808335 + Penalty 3063.230166 = -73668.578169
  nChanged 1
		SP:Iteration 9Q (15717.190000 sec): 3 clusters
  Score: Raw -76734.590122 + Penalty 3063.230166 = -73671.359956
  nChanged 2
		SP:Iteration 10Q (15717.370000 sec): 3 clusters
  Score: Raw -76737.478447 + Penalty 3063.230166 = -73674.248281
  nChanged 0
		SP:Iteration 11F (15717.500000 sec): 3 clusters
  Score: Raw -76737.478447 + Penalty 3063.230166 = -73674.248281
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15717.570000 sec): 2 clusters
  Score: Raw -34856.469177 + Penalty 1349.719592 = -33506.749585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15717.750000 sec): 3 clusters
  Score: Raw -35047.526110 + Penalty 2699.439184 = -32348.086925
  nChanged 19
		SP:Iteration 1F (15717.900000 sec): 3 clusters
  Score: Raw -35141.242890 + Penalty 2699.439184 = -32441.803705
  nChanged 7
		SP:Iteration 2Q (15718.110000 sec): 3 clusters
  Score: Raw -35210.099969 + Penalty 2699.439184 = -32510.660785
  nChanged 3
		SP:Iteration 3Q (15718.240000 sec): 3 clusters
  Score: Raw -35248.468232 + Penalty 2699.439184 = -32549.029047
  nChanged 2
		SP:Iteration 4Q (15718.470000 sec): 3 clusters
  Score: Raw -35252.390200 + Penalty 2699.439184 = -32552.951016
  nChanged 0
		SP:Iteration 5F (15718.600000 sec): 3 clusters
  Score: Raw -35252.390200 + Penalty 2699.439184 = -32552.951016
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15718.690000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15718.870000 sec): 3 clusters
  Score: Raw -39901.264485 + Penalty 2769.414169 = -37131.850316
  nChanged 23
		SP:Iteration 1F (15719.040000 sec): 3 clusters
  Score: Raw -39991.970532 + Penalty 2769.414169 = -37222.556362
  nChanged 7
		SP:Iteration 2Q (15719.220000 sec): 3 clusters
  Score: Raw -40027.302569 + Penalty 2769.414169 = -37257.888400
  nChanged 4
		SP:Iteration 3Q (15719.340000 sec): 3 clusters
  Score: Raw -40039.512856 + Penalty 2769.414169 = -37270.098686
  nChanged 4
		SP:Iteration 4Q (15719.470000 sec): 3 clusters
  Score: Raw -40053.657150 + Penalty 2769.414169 = -37284.242981
  nChanged 3
		SP:Iteration 5Q (15719.610000 sec): 3 clusters
  Score: Raw -40062.913692 + Penalty 2769.414169 = -37293.499523
  nChanged 2
		SP:Iteration 6Q (15719.750000 sec): 3 clusters
  Score: Raw -40076.035595 + Penalty 2769.414169 = -37306.621425
  nChanged 1
		SP:Iteration 7Q (15719.900000 sec): 3 clusters
  Score: Raw -40079.429126 + Penalty 2769.414169 = -37310.014957
  nChanged 1
		SP:Iteration 8Q (15720.040000 sec): 3 clusters
  Score: Raw -40082.380119 + Penalty 2769.414169 = -37312.965950
  nChanged 0
		SP:Iteration 9F (15720.190000 sec): 3 clusters
  Score: Raw -40082.380119 + Penalty 2769.414169 = -37312.965950
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15720.250000 sec): 2 clusters
  Score: Raw -394147.381928 + Penalty 1927.851428 = -392219.530500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15720.390000 sec): 3 clusters
  Score: Raw -393249.974734 + Penalty 3855.702856 = -389394.271878
  nChanged 816
		SP:Iteration 1F (15720.530000 sec): 3 clusters
  Score: Raw -393904.561306 + Penalty 3855.702856 = -390048.858451
  nChanged 203
		SP:Iteration 2F (15720.680000 sec): 3 clusters
  Score: Raw -394149.748139 + Penalty 3855.702856 = -390294.045283
  nChanged 145
		SP:Iteration 3F (15720.830000 sec): 3 clusters
  Score: Raw -394339.407062 + Penalty 3855.702856 = -390483.704206
  nChanged 135
		SP:Iteration 4F (15720.990000 sec): 3 clusters
  Score: Raw -394556.171577 + Penalty 3855.702856 = -390700.468721
  nChanged 136
		SP:Iteration 5F (15721.150000 sec): 3 clusters
  Score: Raw -394756.395661 + Penalty 3855.702856 = -390900.692805
  nChanged 110
		SP:Iteration 6Q (15721.310000 sec): 3 clusters
  Score: Raw -394940.382629 + Penalty 3855.702856 = -391084.679773
  nChanged 99
		SP:Iteration 7Q (15721.470000 sec): 3 clusters
  Score: Raw -395075.937011 + Penalty 3855.702856 = -391220.234156
  nChanged 90
		SP:Iteration 8Q (15721.630000 sec): 3 clusters
  Score: Raw -395192.603814 + Penalty 3855.702856 = -391336.900959
  nChanged 54
		SP:Iteration 9Q (15721.790000 sec): 3 clusters
  Score: Raw -395253.854568 + Penalty 3855.702856 = -391398.151712
  nChanged 57
		SP:Iteration 10Q (15721.960000 sec): 3 clusters
  Score: Raw -395320.221029 + Penalty 3855.702856 = -391464.518173
  nChanged 35
		SP:Iteration 11Q (15722.120000 sec): 3 clusters
  Score: Raw -395355.362528 + Penalty 3855.702856 = -391499.659672
  nChanged 35
		SP:Iteration 12Q (15722.280000 sec): 3 clusters
  Score: Raw -395388.018329 + Penalty 3855.702856 = -391532.315473
  nChanged 26
		SP:Iteration 13Q (15722.440000 sec): 3 clusters
  Score: Raw -395413.127821 + Penalty 3855.702856 = -391557.424966
  nChanged 19
		SP:Iteration 14Q (15722.600000 sec): 3 clusters
  Score: Raw -395431.061366 + Penalty 3855.702856 = -391575.358511
  nChanged 20
		SP:Iteration 15Q (15722.750000 sec): 3 clusters
  Score: Raw -395450.395536 + Penalty 3855.702856 = -391594.692680
  nChanged 16
		SP:Iteration 16Q (15722.910000 sec): 3 clusters
  Score: Raw -395460.434975 + Penalty 3855.702856 = -391604.732119
  nChanged 10
		SP:Iteration 17Q (15723.070000 sec): 3 clusters
  Score: Raw -395465.774301 + Penalty 3855.702856 = -391610.071445
  nChanged 5
		SP:Iteration 18Q (15723.240000 sec): 3 clusters
  Score: Raw -395470.914849 + Penalty 3855.702856 = -391615.211993
  nChanged 8
		SP:Iteration 19Q (15723.400000 sec): 3 clusters
  Score: Raw -395476.283969 + Penalty 3855.702856 = -391620.581113
  nChanged 5
		SP:Iteration 20F (15723.570000 sec): 3 clusters
  Score: Raw -395479.309781 + Penalty 3855.702856 = -391623.606925
  nChanged 7
		SP:Iteration 21Q (15723.730000 sec): 3 clusters
  Score: Raw -395486.480772 + Penalty 3855.702856 = -391630.777916
  nChanged 5
		SP:Iteration 22Q (15723.890000 sec): 3 clusters
  Score: Raw -395488.935436 + Penalty 3855.702856 = -391633.232580
  nChanged 3
		SP:Iteration 23Q (15724.060000 sec): 3 clusters
  Score: Raw -395490.816462 + Penalty 3855.702856 = -391635.113606
  nChanged 1
		SP:Iteration 24Q (15724.220000 sec): 3 clusters
  Score: Raw -395491.596091 + Penalty 3855.702856 = -391635.893235
  nChanged 1
		SP:Iteration 25Q (15724.380000 sec): 3 clusters
  Score: Raw -395492.027978 + Penalty 3855.702856 = -391636.325122
  nChanged 2
		SP:Iteration 26Q (15724.540000 sec): 3 clusters
  Score: Raw -395492.700038 + Penalty 3855.702856 = -391636.997183
  nChanged 1
		SP:Iteration 27Q (15724.700000 sec): 3 clusters
  Score: Raw -395493.762807 + Penalty 3855.702856 = -391638.059951
  nChanged 0
		SP:Iteration 28F (15724.860000 sec): 3 clusters
  Score: Raw -395493.762807 + Penalty 3855.702856 = -391638.059951
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15724.940000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15725.100000 sec): 3 clusters
  Score: Raw -77116.203745 + Penalty 3049.640275 = -74066.563470
  nChanged 81
		SP:Iteration 1F (15725.260000 sec): 3 clusters
  Score: Raw -77320.287074 + Penalty 3049.640275 = -74270.646799
  nChanged 18
		SP:Iteration 2Q (15725.420000 sec): 3 clusters
  Score: Raw -77370.955423 + Penalty 3049.640275 = -74321.315149
  nChanged 7
		SP:Iteration 3Q (15725.580000 sec): 3 clusters
  Score: Raw -77390.867219 + Penalty 3049.640275 = -74341.226944
  nChanged 3
		SP:Iteration 4Q (15725.740000 sec): 3 clusters
  Score: Raw -77404.439209 + Penalty 3049.640275 = -74354.798935
  nChanged 7
		SP:Iteration 5Q (15725.900000 sec): 3 clusters
  Score: Raw -77429.549893 + Penalty 3049.640275 = -74379.909618
  nChanged 4
		SP:Iteration 6Q (15726.060000 sec): 3 clusters
  Score: Raw -77443.384585 + Penalty 3049.640275 = -74393.744311
  nChanged 2
		SP:Iteration 7Q (15726.220000 sec): 3 clusters
  Score: Raw -77449.383298 + Penalty 3049.640275 = -74399.743024
  nChanged 4
		SP:Iteration 8Q (15726.420000 sec): 3 clusters
  Score: Raw -77462.863068 + Penalty 3049.640275 = -74413.222793
  nChanged 2
		SP:Iteration 9Q (15726.580000 sec): 3 clusters
  Score: Raw -77468.324318 + Penalty 3049.640275 = -74418.684043
  nChanged 2
		SP:Iteration 10Q (15726.740000 sec): 3 clusters
  Score: Raw -77478.301080 + Penalty 3049.640275 = -74428.660805
  nChanged 2
		SP:Iteration 11Q (15726.900000 sec): 3 clusters
  Score: Raw -77497.129563 + Penalty 3049.640275 = -74447.489288
  nChanged 6
		SP:Iteration 12Q (15727.010000 sec): 3 clusters
  Score: Raw -77557.013842 + Penalty 3049.640275 = -74507.373567
  nChanged 6
		SP:Iteration 13Q (15727.170000 sec): 3 clusters
  Score: Raw -77585.860215 + Penalty 3049.640275 = -74536.219940
  nChanged 11
		SP:Iteration 14Q (15727.330000 sec): 3 clusters
  Score: Raw -77644.788625 + Penalty 3049.640275 = -74595.148350
  nChanged 9
		SP:Iteration 15Q (15727.490000 sec): 3 clusters
  Score: Raw -77708.702050 + Penalty 3049.640275 = -74659.061775
  nChanged 9
		SP:Iteration 16Q (15727.660000 sec): 3 clusters
  Score: Raw -77742.940934 + Penalty 3049.640275 = -74693.300659
  nChanged 5
		SP:Iteration 17Q (15727.820000 sec): 3 clusters
  Score: Raw -77769.432903 + Penalty 3049.640275 = -74719.792629
  nChanged 6
		SP:Iteration 18Q (15727.980000 sec): 3 clusters
  Score: Raw -77800.129213 + Penalty 3049.640275 = -74750.488938
  nChanged 6
		SP:Iteration 19Q (15728.210000 sec): 3 clusters
  Score: Raw -77817.279512 + Penalty 3049.640275 = -74767.639237
  nChanged 4
		SP:Iteration 20F (15728.410000 sec): 3 clusters
  Score: Raw -77831.103726 + Penalty 3049.640275 = -74781.463451
  nChanged 3
		SP:Iteration 21Q (15728.550000 sec): 3 clusters
  Score: Raw -77842.192975 + Penalty 3049.640275 = -74792.552701
  nChanged 2
		SP:Iteration 22Q (15728.730000 sec): 3 clusters
  Score: Raw -77850.181335 + Penalty 3049.640275 = -74800.541061
  nChanged 2
		SP:Iteration 23Q (15728.940000 sec): 3 clusters
  Score: Raw -77854.457025 + Penalty 3049.640275 = -74804.816750
  nChanged 0
		SP:Iteration 24F (15729.070000 sec): 3 clusters
  Score: Raw -77854.457025 + Penalty 3049.640275 = -74804.816750
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15729.230000 sec): 2 clusters
  Score: Raw -651146.668095 + Penalty 2036.380418 = -649110.287677
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15729.390000 sec): 3 clusters
  Score: Raw -649541.256076 + Penalty 4072.760835 = -645468.495241
  nChanged 1351
		SP:Iteration 1F (15729.560000 sec): 3 clusters
  Score: Raw -650416.854125 + Penalty 4072.760835 = -646344.093289
  nChanged 300
		SP:Iteration 2F (15729.790000 sec): 3 clusters
  Score: Raw -650643.319041 + Penalty 4072.760835 = -646570.558205
  nChanged 207
		SP:Iteration 3F (15729.960000 sec): 3 clusters
  Score: Raw -650781.868883 + Penalty 4072.760835 = -646709.108047
  nChanged 139
		SP:Iteration 4Q (15730.160000 sec): 3 clusters
  Score: Raw -650858.418950 + Penalty 4072.760835 = -646785.658115
  nChanged 91
		SP:Iteration 5Q (15730.330000 sec): 3 clusters
  Score: Raw -650917.996986 + Penalty 4072.760835 = -646845.236150
  nChanged 91
		SP:Iteration 6Q (15730.510000 sec): 3 clusters
  Score: Raw -650975.468058 + Penalty 4072.760835 = -646902.707223
  nChanged 86
		SP:Iteration 7Q (15730.690000 sec): 3 clusters
  Score: Raw -651026.521739 + Penalty 4072.760835 = -646953.760903
  nChanged 69
		SP:Iteration 8Q (15730.850000 sec): 3 clusters
  Score: Raw -651063.376037 + Penalty 4072.760835 = -646990.615201
  nChanged 65
		SP:Iteration 9Q (15731.010000 sec): 3 clusters
  Score: Raw -651096.206227 + Penalty 4072.760835 = -647023.445392
  nChanged 56
		SP:Iteration 10Q (15731.240000 sec): 3 clusters
  Score: Raw -651135.369684 + Penalty 4072.760835 = -647062.608849
  nChanged 75
		SP:Iteration 11Q (15731.420000 sec): 3 clusters
  Score: Raw -651183.913470 + Penalty 4072.760835 = -647111.152635
  nChanged 71
		SP:Iteration 12Q (15731.600000 sec): 3 clusters
  Score: Raw -651232.145384 + Penalty 4072.760835 = -647159.384549
  nChanged 71
		SP:Iteration 13Q (15731.780000 sec): 3 clusters
  Score: Raw -651268.667226 + Penalty 4072.760835 = -647195.906391
  nChanged 49
		SP:Iteration 14Q (15731.920000 sec): 3 clusters
  Score: Raw -651294.017796 + Penalty 4072.760835 = -647221.256960
  nChanged 43
		SP:Iteration 15Q (15732.110000 sec): 3 clusters
  Score: Raw -651316.768593 + Penalty 4072.760835 = -647244.007758
  nChanged 48
		SP:Iteration 16Q (15732.320000 sec): 3 clusters
  Score: Raw -651346.189979 + Penalty 4072.760835 = -647273.429143
  nChanged 53
		SP:Iteration 17Q (15732.570000 sec): 3 clusters
  Score: Raw -651375.821578 + Penalty 4072.760835 = -647303.060743
  nChanged 39
		SP:Iteration 18Q (15732.760000 sec): 3 clusters
  Score: Raw -651397.230995 + Penalty 4072.760835 = -647324.470159
  nChanged 39
		SP:Iteration 19Q (15732.960000 sec): 3 clusters
  Score: Raw -651416.567555 + Penalty 4072.760835 = -647343.806720
  nChanged 34
		SP:Iteration 20F (15733.150000 sec): 3 clusters
  Score: Raw -651431.504500 + Penalty 4072.760835 = -647358.743665
  nChanged 26
		SP:Iteration 21Q (15733.350000 sec): 3 clusters
  Score: Raw -651443.290578 + Penalty 4072.760835 = -647370.529743
  nChanged 26
		SP:Iteration 22Q (15733.500000 sec): 3 clusters
  Score: Raw -651456.172777 + Penalty 4072.760835 = -647383.411941
  nChanged 27
		SP:Iteration 23Q (15733.690000 sec): 3 clusters
  Score: Raw -651473.005158 + Penalty 4072.760835 = -647400.244322
  nChanged 28
		SP:Iteration 24Q (15733.840000 sec): 3 clusters
  Score: Raw -651487.583731 + Penalty 4072.760835 = -647414.822895
  nChanged 21
		SP:Iteration 25Q (15734.050000 sec): 3 clusters
  Score: Raw -651497.610171 + Penalty 4072.760835 = -647424.849336
  nChanged 20
		SP:Iteration 26Q (15734.180000 sec): 3 clusters
  Score: Raw -651507.097619 + Penalty 4072.760835 = -647434.336784
  nChanged 21
		SP:Iteration 27Q (15734.370000 sec): 3 clusters
  Score: Raw -651517.423113 + Penalty 4072.760835 = -647444.662278
  nChanged 21
		SP:Iteration 28Q (15734.560000 sec): 3 clusters
  Score: Raw -651528.391873 + Penalty 4072.760835 = -647455.631038
  nChanged 20
		SP:Iteration 29Q (15734.720000 sec): 3 clusters
  Score: Raw -651537.255154 + Penalty 4072.760835 = -647464.494319
  nChanged 18
		SP:Iteration 30Q (15734.830000 sec): 3 clusters
  Score: Raw -651544.651799 + Penalty 4072.760835 = -647471.890964
  nChanged 13
		SP:Iteration 31Q (15734.980000 sec): 3 clusters
  Score: Raw -651549.925293 + Penalty 4072.760835 = -647477.164458
  nChanged 12
		SP:Iteration 32Q (15735.140000 sec): 3 clusters
  Score: Raw -651554.485138 + Penalty 4072.760835 = -647481.724303
  nChanged 16
		SP:Iteration 33Q (15735.320000 sec): 3 clusters
  Score: Raw -651559.074592 + Penalty 4072.760835 = -647486.313757
  nChanged 8
		SP:Iteration 34Q (15735.540000 sec): 3 clusters
  Score: Raw -651562.318859 + Penalty 4072.760835 = -647489.558023
  nChanged 8
		SP:Iteration 35Q (15735.680000 sec): 3 clusters
  Score: Raw -651566.105093 + Penalty 4072.760835 = -647493.344257
  nChanged 12
		SP:Iteration 36Q (15735.850000 sec): 3 clusters
  Score: Raw -651570.697641 + Penalty 4072.760835 = -647497.936805
  nChanged 14
		SP:Iteration 37Q (15736.020000 sec): 3 clusters
  Score: Raw -651578.161973 + Penalty 4072.760835 = -647505.401137
  nChanged 16
		SP:Iteration 38Q (15736.240000 sec): 3 clusters
  Score: Raw -651584.792914 + Penalty 4072.760835 = -647512.032078
  nChanged 14
		SP:Iteration 39Q (15736.450000 sec): 3 clusters
  Score: Raw -651591.609612 + Penalty 4072.760835 = -647518.848777
  nChanged 16
		SP:Iteration 40F (15736.660000 sec): 3 clusters
  Score: Raw -651598.070989 + Penalty 4072.760835 = -647525.310154
  nChanged 19
		SP:Iteration 41Q (15736.860000 sec): 3 clusters
  Score: Raw -651607.122903 + Penalty 4072.760835 = -647534.362068
  nChanged 15
		SP:Iteration 42Q (15737.030000 sec): 3 clusters
  Score: Raw -651616.175778 + Penalty 4072.760835 = -647543.414942
  nChanged 13
		SP:Iteration 43Q (15737.210000 sec): 3 clusters
  Score: Raw -651622.350787 + Penalty 4072.760835 = -647549.589952
  nChanged 14
		SP:Iteration 44Q (15737.400000 sec): 3 clusters
  Score: Raw -651630.567340 + Penalty 4072.760835 = -647557.806505
  nChanged 16
		SP:Iteration 45Q (15737.560000 sec): 3 clusters
  Score: Raw -651640.351439 + Penalty 4072.760835 = -647567.590604
  nChanged 23
		SP:Iteration 46Q (15737.720000 sec): 3 clusters
  Score: Raw -651653.082533 + Penalty 4072.760835 = -647580.321698
  nChanged 25
		SP:Iteration 47Q (15737.960000 sec): 3 clusters
  Score: Raw -651667.447316 + Penalty 4072.760835 = -647594.686481
  nChanged 25
		SP:Iteration 48Q (15738.130000 sec): 3 clusters
  Score: Raw -651679.180049 + Penalty 4072.760835 = -647606.419214
  nChanged 17
		SP:Iteration 49Q (15738.360000 sec): 3 clusters
  Score: Raw -651686.372683 + Penalty 4072.760835 = -647613.611847
  nChanged 14
		SP:Iteration 50Q (15738.580000 sec): 3 clusters
  Score: Raw -651692.975740 + Penalty 4072.760835 = -647620.214905
  nChanged 13
		SP:Iteration 51Q (15738.770000 sec): 3 clusters
  Score: Raw -651701.657465 + Penalty 4072.760835 = -647628.896630
  nChanged 13
		SP:Iteration 52Q (15738.920000 sec): 3 clusters
  Score: Raw -651709.430088 + Penalty 4072.760835 = -647636.669252
  nChanged 11
		SP:Iteration 53Q (15739.110000 sec): 3 clusters
  Score: Raw -651715.329407 + Penalty 4072.760835 = -647642.568572
  nChanged 13
		SP:Iteration 54Q (15739.280000 sec): 3 clusters
  Score: Raw -651720.981509 + Penalty 4072.760835 = -647648.220673
  nChanged 13
		SP:Iteration 55Q (15739.460000 sec): 3 clusters
  Score: Raw -651725.497977 + Penalty 4072.760835 = -647652.737141
  nChanged 5
		SP:Iteration 56Q (15739.650000 sec): 3 clusters
  Score: Raw -651728.616940 + Penalty 4072.760835 = -647655.856104
  nChanged 5
		SP:Iteration 57Q (15739.810000 sec): 3 clusters
  Score: Raw -651730.228738 + Penalty 4072.760835 = -647657.467903
  nChanged 4
		SP:Iteration 58Q (15739.980000 sec): 3 clusters
  Score: Raw -651731.531901 + Penalty 4072.760835 = -647658.771066
  nChanged 3
		SP:Iteration 59Q (15740.180000 sec): 3 clusters
  Score: Raw -651732.494920 + Penalty 4072.760835 = -647659.734085
  nChanged 1
		SP:Iteration 60F (15740.450000 sec): 3 clusters
  Score: Raw -651732.652503 + Penalty 4072.760835 = -647659.891667
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15740.500000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15740.680000 sec): 3 clusters
  Score: Raw -191892.854367 + Penalty 3495.568542 = -188397.285825
  nChanged 315
		SP:Iteration 1F (15740.790000 sec): 3 clusters
  Score: Raw -192269.926878 + Penalty 3495.568542 = -188774.358336
  nChanged 94
		SP:Iteration 2F (15740.980000 sec): 3 clusters
  Score: Raw -192410.486934 + Penalty 3495.568542 = -188914.918392
  nChanged 59
		SP:Iteration 3F (15741.170000 sec): 3 clusters
  Score: Raw -192490.214713 + Penalty 3495.568542 = -188994.646172
  nChanged 35
		SP:Iteration 4Q (15741.290000 sec): 3 clusters
  Score: Raw -192545.802828 + Penalty 3495.568542 = -189050.234286
  nChanged 21
		SP:Iteration 5Q (15741.520000 sec): 3 clusters
  Score: Raw -192587.033393 + Penalty 3495.568542 = -189091.464851
  nChanged 19
		SP:Iteration 6Q (15741.680000 sec): 3 clusters
  Score: Raw -192614.097516 + Penalty 3495.568542 = -189118.528974
  nChanged 13
		SP:Iteration 7Q (15741.870000 sec): 3 clusters
  Score: Raw -192639.323286 + Penalty 3495.568542 = -189143.754744
  nChanged 20
		SP:Iteration 8Q (15741.990000 sec): 3 clusters
  Score: Raw -192667.223451 + Penalty 3495.568542 = -189171.654909
  nChanged 16
		SP:Iteration 9Q (15742.130000 sec): 3 clusters
  Score: Raw -192698.310615 + Penalty 3495.568542 = -189202.742073
  nChanged 18
		SP:Iteration 10Q (15742.260000 sec): 3 clusters
  Score: Raw -192722.667131 + Penalty 3495.568542 = -189227.098589
  nChanged 15
		SP:Iteration 11Q (15742.400000 sec): 3 clusters
  Score: Raw -192742.809722 + Penalty 3495.568542 = -189247.241180
  nChanged 11
		SP:Iteration 12Q (15742.490000 sec): 3 clusters
  Score: Raw -192762.232297 + Penalty 3495.568542 = -189266.663756
  nChanged 11
		SP:Iteration 13Q (15742.630000 sec): 3 clusters
  Score: Raw -192775.057489 + Penalty 3495.568542 = -189279.488947
  nChanged 8
		SP:Iteration 14Q (15742.760000 sec): 3 clusters
  Score: Raw -192788.166063 + Penalty 3495.568542 = -189292.597522
  nChanged 9
		SP:Iteration 15Q (15742.890000 sec): 3 clusters
  Score: Raw -192806.630628 + Penalty 3495.568542 = -189311.062086
  nChanged 8
		SP:Iteration 16Q (15743.090000 sec): 3 clusters
  Score: Raw -192819.406548 + Penalty 3495.568542 = -189323.838006
  nChanged 8
		SP:Iteration 17Q (15743.260000 sec): 3 clusters
  Score: Raw -192831.429791 + Penalty 3495.568542 = -189335.861249
  nChanged 5
		SP:Iteration 18Q (15743.420000 sec): 3 clusters
  Score: Raw -192836.248831 + Penalty 3495.568542 = -189340.680289
  nChanged 2
		SP:Iteration 19Q (15743.620000 sec): 3 clusters
  Score: Raw -192837.566261 + Penalty 3495.568542 = -189341.997719
  nChanged 0
		SP:Iteration 20F (15743.770000 sec): 3 clusters
  Score: Raw -192837.566261 + Penalty 3495.568542 = -189341.997719
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15743.840000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15743.970000 sec): 3 clusters
  Score: Raw -21013.213707 + Penalty 2458.090221 = -18555.123486
  nChanged 8
		SP:Iteration 1F (15744.100000 sec): 3 clusters
  Score: Raw -21070.903752 + Penalty 2458.090221 = -18612.813531
  nChanged 3
		SP:Iteration 2Q (15744.230000 sec): 3 clusters
  Score: Raw -21103.172475 + Penalty 2458.090221 = -18645.082255
  nChanged 5
		SP:Iteration 3Q (15744.410000 sec): 3 clusters
  Score: Raw -21141.849360 + Penalty 2458.090221 = -18683.759140
  nChanged 2
		SP:Iteration 4Q (15744.580000 sec): 3 clusters
  Score: Raw -21167.888173 + Penalty 2458.090221 = -18709.797953
  nChanged 0
		SP:Iteration 5F (15744.750000 sec): 3 clusters
  Score: Raw -21167.888173 + Penalty 2458.090221 = -18709.797953
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15744.840000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15745.020000 sec): 3 clusters
  Score: Raw -52743.865324 + Penalty 2857.977486 = -49885.887838
  nChanged 33
		SP:Iteration 1F (15745.150000 sec): 3 clusters
  Score: Raw -52838.550047 + Penalty 2857.977486 = -49980.572561
  nChanged 10
		SP:Iteration 2Q (15745.290000 sec): 3 clusters
  Score: Raw -52872.228398 + Penalty 2857.977486 = -50014.250912
  nChanged 8
		SP:Iteration 3Q (15745.430000 sec): 3 clusters
  Score: Raw -52901.013790 + Penalty 2857.977486 = -50043.036304
  nChanged 6
		SP:Iteration 4Q (15745.600000 sec): 3 clusters
  Score: Raw -52918.202464 + Penalty 2857.977486 = -50060.224978
  nChanged 1
		SP:Iteration 5Q (15745.720000 sec): 3 clusters
  Score: Raw -52919.798259 + Penalty 2857.977486 = -50061.820773
  nChanged 0
		SP:Iteration 6F (15745.880000 sec): 3 clusters
  Score: Raw -52919.798259 + Penalty 2857.977486 = -50061.820773
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15745.970000 sec): 2 clusters
  Score: Raw -17011.872408 + Penalty 1223.749535 = -15788.122872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15746.120000 sec): 3 clusters
  Score: Raw -17358.025198 + Penalty 2447.499071 = -14910.526127
  nChanged 18
		SP:Iteration 1F (15746.290000 sec): 3 clusters
  Score: Raw -17523.624975 + Penalty 2447.499071 = -15076.125904
  nChanged 3
		SP:Iteration 2Q (15746.420000 sec): 3 clusters
  Score: Raw -17572.404780 + Penalty 2447.499071 = -15124.905709
  nChanged 3
		SP:Iteration 3Q (15746.570000 sec): 3 clusters
  Score: Raw -17598.190607 + Penalty 2447.499071 = -15150.691536
  nChanged 2
		SP:Iteration 4Q (15746.690000 sec): 3 clusters
  Score: Raw -17616.275882 + Penalty 2447.499071 = -15168.776812
  nChanged 2
		SP:Iteration 5Q (15746.820000 sec): 3 clusters
  Score: Raw -17666.554517 + Penalty 2447.499071 = -15219.055446
  nChanged 1
		SP:Iteration 6Q (15746.950000 sec): 3 clusters
  Score: Raw -17668.394018 + Penalty 2447.499071 = -15220.894947
  nChanged 0
		SP:Iteration 7F (15747.090000 sec): 3 clusters
  Score: Raw -17668.394018 + Penalty 2447.499071 = -15220.894947
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15747.130000 sec): 2 clusters
  Score: Raw -84963.303791 + Penalty 1585.195444 = -83378.108347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15747.270000 sec): 3 clusters
  Score: Raw -84953.245754 + Penalty 3170.390888 = -81782.854866
  nChanged 144
		SP:Iteration 1F (15747.370000 sec): 3 clusters
  Score: Raw -85231.823625 + Penalty 3170.390888 = -82061.432737
  nChanged 47
		SP:Iteration 2F (15747.580000 sec): 3 clusters
  Score: Raw -85336.586472 + Penalty 3170.390888 = -82166.195583
  nChanged 35
		SP:Iteration 3F (15747.760000 sec): 3 clusters
  Score: Raw -85420.147507 + Penalty 3170.390888 = -82249.756619
  nChanged 27
		SP:Iteration 4Q (15747.940000 sec): 3 clusters
  Score: Raw -85478.490820 + Penalty 3170.390888 = -82308.099932
  nChanged 17
		SP:Iteration 5Q (15748.090000 sec): 3 clusters
  Score: Raw -85543.391379 + Penalty 3170.390888 = -82373.000491
  nChanged 19
		SP:Iteration 6Q (15748.200000 sec): 3 clusters
  Score: Raw -85625.341748 + Penalty 3170.390888 = -82454.950860
  nChanged 17
		SP:Iteration 7Q (15748.300000 sec): 3 clusters
  Score: Raw -85698.105686 + Penalty 3170.390888 = -82527.714797
  nChanged 12
		SP:Iteration 8Q (15748.450000 sec): 3 clusters
  Score: Raw -85736.780808 + Penalty 3170.390888 = -82566.389920
  nChanged 6
		SP:Iteration 9Q (15748.640000 sec): 3 clusters
  Score: Raw -85778.564922 + Penalty 3170.390888 = -82608.174034
  nChanged 11
		SP:Iteration 10Q (15748.800000 sec): 3 clusters
  Score: Raw -85830.820268 + Penalty 3170.390888 = -82660.429380
  nChanged 10
		SP:Iteration 11Q (15748.940000 sec): 3 clusters
  Score: Raw -85890.481984 + Penalty 3170.390888 = -82720.091095
  nChanged 10
		SP:Iteration 12Q (15749.180000 sec): 3 clusters
  Score: Raw -85936.911687 + Penalty 3170.390888 = -82766.520798
  nChanged 8
		SP:Iteration 13Q (15749.360000 sec): 3 clusters
  Score: Raw -85969.350418 + Penalty 3170.390888 = -82798.959530
  nChanged 7
		SP:Iteration 14Q (15749.530000 sec): 3 clusters
  Score: Raw -86005.401149 + Penalty 3170.390888 = -82835.010261
  nChanged 5
		SP:Iteration 15Q (15749.670000 sec): 3 clusters
  Score: Raw -86023.279104 + Penalty 3170.390888 = -82852.888216
  nChanged 3
		SP:Iteration 16Q (15749.810000 sec): 3 clusters
  Score: Raw -86038.226214 + Penalty 3170.390888 = -82867.835326
  nChanged 4
		SP:Iteration 17Q (15749.990000 sec): 3 clusters
  Score: Raw -86058.724915 + Penalty 3170.390888 = -82888.334027
  nChanged 4
		SP:Iteration 18Q (15750.110000 sec): 3 clusters
  Score: Raw -86074.523573 + Penalty 3170.390888 = -82904.132685
  nChanged 4
		SP:Iteration 19Q (15750.270000 sec): 3 clusters
  Score: Raw -86085.436138 + Penalty 3170.390888 = -82915.045250
  nChanged 1
		SP:Iteration 20F (15750.400000 sec): 3 clusters
  Score: Raw -86094.141103 + Penalty 3170.390888 = -82923.750214
  nChanged 2
		SP:Iteration 21Q (15750.520000 sec): 3 clusters
  Score: Raw -86114.059260 + Penalty 3170.390888 = -82943.668372
  nChanged 8
		SP:Iteration 22Q (15750.700000 sec): 3 clusters
  Score: Raw -86147.869812 + Penalty 3170.390888 = -82977.478924
  nChanged 5
		SP:Iteration 23Q (15750.830000 sec): 3 clusters
  Score: Raw -86185.403384 + Penalty 3170.390888 = -83015.012495
  nChanged 5
		SP:Iteration 24Q (15751.060000 sec): 3 clusters
  Score: Raw -86205.713433 + Penalty 3170.390888 = -83035.322545
  nChanged 4
		SP:Iteration 25Q (15751.200000 sec): 3 clusters
  Score: Raw -86223.916454 + Penalty 3170.390888 = -83053.525566
  nChanged 1
		SP:Iteration 26Q (15751.340000 sec): 3 clusters
  Score: Raw -86228.532924 + Penalty 3170.390888 = -83058.142035
  nChanged 1
		SP:Iteration 27Q (15751.550000 sec): 3 clusters
  Score: Raw -86229.558577 + Penalty 3170.390888 = -83059.167689
  nChanged 0
		SP:Iteration 28F (15751.760000 sec): 3 clusters
  Score: Raw -86229.558577 + Penalty 3170.390888 = -83059.167689
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15751.860000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15752.010000 sec): 3 clusters
  Score: Raw -95240.263399 + Penalty 3168.726457 = -92071.536942
  nChanged 117
		SP:Iteration 1F (15752.140000 sec): 3 clusters
  Score: Raw -95527.140549 + Penalty 3168.726457 = -92358.414092
  nChanged 44
		SP:Iteration 2F (15752.300000 sec): 3 clusters
  Score: Raw -95659.234652 + Penalty 3168.726457 = -92490.508195
  nChanged 25
		SP:Iteration 3Q (15752.480000 sec): 3 clusters
  Score: Raw -95713.264456 + Penalty 3168.726457 = -92544.537999
  nChanged 14
		SP:Iteration 4Q (15752.610000 sec): 3 clusters
  Score: Raw -95751.221406 + Penalty 3168.726457 = -92582.494949
  nChanged 12
		SP:Iteration 5Q (15752.730000 sec): 3 clusters
  Score: Raw -95783.853294 + Penalty 3168.726457 = -92615.126837
  nChanged 15
		SP:Iteration 6Q (15752.870000 sec): 3 clusters
  Score: Raw -95818.634571 + Penalty 3168.726457 = -92649.908113
  nChanged 16
		SP:Iteration 7Q (15753.000000 sec): 3 clusters
  Score: Raw -95859.572442 + Penalty 3168.726457 = -92690.845984
  nChanged 12
		SP:Iteration 8Q (15753.130000 sec): 3 clusters
  Score: Raw -95886.987374 + Penalty 3168.726457 = -92718.260917
  nChanged 9
		SP:Iteration 9Q (15753.260000 sec): 3 clusters
  Score: Raw -95917.454567 + Penalty 3168.726457 = -92748.728110
  nChanged 6
		SP:Iteration 10Q (15753.420000 sec): 3 clusters
  Score: Raw -95935.607291 + Penalty 3168.726457 = -92766.880834
  nChanged 4
		SP:Iteration 11Q (15753.560000 sec): 3 clusters
  Score: Raw -95958.215107 + Penalty 3168.726457 = -92789.488649
  nChanged 2
		SP:Iteration 12Q (15753.690000 sec): 3 clusters
  Score: Raw -95960.417442 + Penalty 3168.726457 = -92791.690985
  nChanged 2
		SP:Iteration 13Q (15753.820000 sec): 3 clusters
  Score: Raw -95969.173229 + Penalty 3168.726457 = -92800.446771
  nChanged 1
		SP:Iteration 14Q (15753.950000 sec): 3 clusters
  Score: Raw -95971.464647 + Penalty 3168.726457 = -92802.738190
  nChanged 1
		SP:Iteration 15Q (15754.060000 sec): 3 clusters
  Score: Raw -95974.059893 + Penalty 3168.726457 = -92805.333436
  nChanged 3
		SP:Iteration 16Q (15754.210000 sec): 3 clusters
  Score: Raw -95981.170441 + Penalty 3168.726457 = -92812.443984
  nChanged 1
		SP:Iteration 17Q (15754.340000 sec): 3 clusters
  Score: Raw -95984.795572 + Penalty 3168.726457 = -92816.069115
  nChanged 2
		SP:Iteration 18Q (15754.500000 sec): 3 clusters
  Score: Raw -95989.891735 + Penalty 3168.726457 = -92821.165278
  nChanged 1
		SP:Iteration 19Q (15754.800000 sec): 3 clusters
  Score: Raw -95992.138442 + Penalty 3168.726457 = -92823.411985
  nChanged 2
		SP:Iteration 20F (15754.970000 sec): 3 clusters
  Score: Raw -95997.030425 + Penalty 3168.726457 = -92828.303968
  nChanged 1
		SP:Iteration 21Q (15755.110000 sec): 3 clusters
  Score: Raw -96001.099618 + Penalty 3168.726457 = -92832.373160
  nChanged 1
		SP:Iteration 22Q (15755.270000 sec): 3 clusters
  Score: Raw -96003.757100 + Penalty 3168.726457 = -92835.030642
  nChanged 1
		SP:Iteration 23Q (15755.390000 sec): 3 clusters
  Score: Raw -96008.750101 + Penalty 3168.726457 = -92840.023644
  nChanged 1
		SP:Iteration 24Q (15755.530000 sec): 3 clusters
  Score: Raw -96010.143145 + Penalty 3168.726457 = -92841.416688
  nChanged 0
		SP:Iteration 25F (15755.690000 sec): 3 clusters
  Score: Raw -96010.143145 + Penalty 3168.726457 = -92841.416688
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15755.760000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15755.930000 sec): 3 clusters
  Score: Raw -43712.855960 + Penalty 2787.718829 = -40925.137131
  nChanged 45
		SP:Iteration 1F (15756.050000 sec): 3 clusters
  Score: Raw -43858.096193 + Penalty 2787.718829 = -41070.377363
  nChanged 22
		SP:Iteration 2F (15756.190000 sec): 3 clusters
  Score: Raw -43939.351591 + Penalty 2787.718829 = -41151.632761
  nChanged 8
		SP:Iteration 3Q (15756.380000 sec): 3 clusters
  Score: Raw -43998.862056 + Penalty 2787.718829 = -41211.143226
  nChanged 8
		SP:Iteration 4Q (15756.540000 sec): 3 clusters
  Score: Raw -44026.198649 + Penalty 2787.718829 = -41238.479819
  nChanged 6
		SP:Iteration 5Q (15756.650000 sec): 3 clusters
  Score: Raw -44105.725068 + Penalty 2787.718829 = -41318.006239
  nChanged 6
		SP:Iteration 6Q (15756.770000 sec): 3 clusters
  Score: Raw -44132.352999 + Penalty 2787.718829 = -41344.634170
  nChanged 3
		SP:Iteration 7Q (15756.980000 sec): 3 clusters
  Score: Raw -44176.226453 + Penalty 2787.718829 = -41388.507623
  nChanged 1
		SP:Iteration 8Q (15757.110000 sec): 3 clusters
  Score: Raw -44181.903876 + Penalty 2787.718829 = -41394.185047
  nChanged 0
		SP:Iteration 9F (15757.260000 sec): 3 clusters
  Score: Raw -44181.903876 + Penalty 2787.718829 = -41394.185047
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15757.290000 sec): 2 clusters
  Score: Raw -151960.458706 + Penalty 1692.444670 = -150268.014035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15757.450000 sec): 3 clusters
  Score: Raw -151804.432541 + Penalty 3384.889340 = -148419.543200
  nChanged 233
		SP:Iteration 1F (15757.630000 sec): 3 clusters
  Score: Raw -152093.353338 + Penalty 3384.889340 = -148708.463998
  nChanged 70
		SP:Iteration 2F (15757.810000 sec): 3 clusters
  Score: Raw -152219.974375 + Penalty 3384.889340 = -148835.085035
  nChanged 56
		SP:Iteration 3F (15757.970000 sec): 3 clusters
  Score: Raw -152334.007407 + Penalty 3384.889340 = -148949.118067
  nChanged 56
		SP:Iteration 4F (15758.130000 sec): 3 clusters
  Score: Raw -152453.171656 + Penalty 3384.889340 = -149068.282316
  nChanged 56
		SP:Iteration 5F (15758.320000 sec): 3 clusters
  Score: Raw -152609.416141 + Penalty 3384.889340 = -149224.526801
  nChanged 42
		SP:Iteration 6Q (15758.420000 sec): 3 clusters
  Score: Raw -152762.953827 + Penalty 3384.889340 = -149378.064486
  nChanged 35
		SP:Iteration 7Q (15758.580000 sec): 3 clusters
  Score: Raw -152857.465631 + Penalty 3384.889340 = -149472.576291
  nChanged 24
		SP:Iteration 8Q (15758.730000 sec): 3 clusters
  Score: Raw -152922.929760 + Penalty 3384.889340 = -149538.040419
  nChanged 22
		SP:Iteration 9Q (15758.880000 sec): 3 clusters
  Score: Raw -153004.823524 + Penalty 3384.889340 = -149619.934184
  nChanged 19
		SP:Iteration 10Q (15759.030000 sec): 3 clusters
  Score: Raw -153074.317851 + Penalty 3384.889340 = -149689.428510
  nChanged 19
		SP:Iteration 11Q (15759.190000 sec): 3 clusters
  Score: Raw -153151.301744 + Penalty 3384.889340 = -149766.412404
  nChanged 20
		SP:Iteration 12Q (15759.350000 sec): 3 clusters
  Score: Raw -153227.172580 + Penalty 3384.889340 = -149842.283240
  nChanged 15
		SP:Iteration 13Q (15759.510000 sec): 3 clusters
  Score: Raw -153263.686391 + Penalty 3384.889340 = -149878.797050
  nChanged 12
		SP:Iteration 14Q (15759.670000 sec): 3 clusters
  Score: Raw -153291.630437 + Penalty 3384.889340 = -149906.741097
  nChanged 15
		SP:Iteration 15Q (15759.830000 sec): 3 clusters
  Score: Raw -153338.374106 + Penalty 3384.889340 = -149953.484766
  nChanged 13
		SP:Iteration 16Q (15759.990000 sec): 3 clusters
  Score: Raw -153381.721664 + Penalty 3384.889340 = -149996.832324
  nChanged 15
		SP:Iteration 17Q (15760.150000 sec): 3 clusters
  Score: Raw -153423.121035 + Penalty 3384.889340 = -150038.231695
  nChanged 12
		SP:Iteration 18Q (15760.310000 sec): 3 clusters
  Score: Raw -153453.328518 + Penalty 3384.889340 = -150068.439177
  nChanged 10
		SP:Iteration 19Q (15760.470000 sec): 3 clusters
  Score: Raw -153483.920480 + Penalty 3384.889340 = -150099.031139
  nChanged 14
		SP:Iteration 20F (15760.630000 sec): 3 clusters
  Score: Raw -153526.282584 + Penalty 3384.889340 = -150141.393243
  nChanged 11
		SP:Iteration 21Q (15760.790000 sec): 3 clusters
  Score: Raw -153576.555344 + Penalty 3384.889340 = -150191.666003
  nChanged 17
		SP:Iteration 22Q (15760.950000 sec): 3 clusters
  Score: Raw -153619.213946 + Penalty 3384.889340 = -150234.324606
  nChanged 13
		SP:Iteration 23Q (15761.110000 sec): 3 clusters
  Score: Raw -153651.186576 + Penalty 3384.889340 = -150266.297236
  nChanged 11
		SP:Iteration 24Q (15761.270000 sec): 3 clusters
  Score: Raw -153691.052852 + Penalty 3384.889340 = -150306.163512
  nChanged 11
		SP:Iteration 25Q (15761.430000 sec): 3 clusters
  Score: Raw -153728.625361 + Penalty 3384.889340 = -150343.736020
  nChanged 11
		SP:Iteration 26Q (15761.600000 sec): 3 clusters
  Score: Raw -153757.936872 + Penalty 3384.889340 = -150373.047531
  nChanged 8
		SP:Iteration 27Q (15761.750000 sec): 3 clusters
  Score: Raw -153775.739640 + Penalty 3384.889340 = -150390.850300
  nChanged 5
		SP:Iteration 28Q (15761.910000 sec): 3 clusters
  Score: Raw -153787.077509 + Penalty 3384.889340 = -150402.188169
  nChanged 3
		SP:Iteration 29Q (15762.070000 sec): 3 clusters
  Score: Raw -153793.276969 + Penalty 3384.889340 = -150408.387629
  nChanged 3
		SP:Iteration 30Q (15762.230000 sec): 3 clusters
  Score: Raw -153802.253533 + Penalty 3384.889340 = -150417.364192
  nChanged 3
		SP:Iteration 31Q (15762.390000 sec): 3 clusters
  Score: Raw -153807.871514 + Penalty 3384.889340 = -150422.982173
  nChanged 4
		SP:Iteration 32Q (15762.550000 sec): 3 clusters
  Score: Raw -153817.554987 + Penalty 3384.889340 = -150432.665647
  nChanged 3
		SP:Iteration 33Q (15762.710000 sec): 3 clusters
  Score: Raw -153822.836573 + Penalty 3384.889340 = -150437.947233
  nChanged 1
		SP:Iteration 34Q (15762.870000 sec): 3 clusters
  Score: Raw -153825.090810 + Penalty 3384.889340 = -150440.201470
  nChanged 1
		SP:Iteration 35Q (15763.030000 sec): 3 clusters
  Score: Raw -153826.261594 + Penalty 3384.889340 = -150441.372254
  nChanged 0
		SP:Iteration 36F (15763.190000 sec): 3 clusters
  Score: Raw -153826.261594 + Penalty 3384.889340 = -150441.372254
  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 3.86 GB.

 Trying to split cluster 59 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15763.270000 sec): 2 clusters
  Score: Raw -49358.506308 + Penalty 1466.548745 = -47891.957562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15763.430000 sec): 3 clusters
  Score: Raw -49825.732901 + Penalty 2933.097491 = -46892.635410
  nChanged 109
		SP:Iteration 1F (15763.590000 sec): 3 clusters
  Score: Raw -50202.725103 + Penalty 2933.097491 = -47269.627612
  nChanged 26
		SP:Iteration 2F (15763.750000 sec): 3 clusters
  Score: Raw -50298.425200 + Penalty 2933.097491 = -47365.327710
  nChanged 24
		SP:Iteration 3F (15763.910000 sec): 3 clusters
  Score: Raw -50362.533853 + Penalty 2933.097491 = -47429.436362
  nChanged 10
		SP:Iteration 4Q (15764.070000 sec): 3 clusters
  Score: Raw -50392.469164 + Penalty 2933.097491 = -47459.371673
  nChanged 7
		SP:Iteration 5Q (15764.230000 sec): 3 clusters
  Score: Raw -50433.259698 + Penalty 2933.097491 = -47500.162207
  nChanged 3
		SP:Iteration 6Q (15764.390000 sec): 3 clusters
  Score: Raw -50444.714703 + Penalty 2933.097491 = -47511.617212
  nChanged 2
		SP:Iteration 7Q (15764.550000 sec): 3 clusters
  Score: Raw -50449.220505 + Penalty 2933.097491 = -47516.123014
  nChanged 0
		SP:Iteration 8F (15764.710000 sec): 3 clusters
  Score: Raw -50449.220505 + Penalty 2933.097491 = -47516.123014
  nChanged 0
Deleting Class 58 (403 points): Lose 3009.335438 but Gain 3262.464713
Iteration 259Q (15813.550000 sec): 58 clusters
  Score: Raw -91390093.586033 + Penalty 185960.488658 = -91204133.097374
  nChanged 370
Deleting Class 10 (110 points): Lose 3184.246026 but Gain 3262.464713
Iteration 260F (15888.710000 sec): 57 clusters
  Score: Raw -91387949.599570 + Penalty 182698.023945 = -91205251.575625
  nChanged 137
Iteration 261Q (15933.580000 sec): 57 clusters
  Score: Raw -91389869.782745 + Penalty 182698.023945 = -91207171.758800
  nChanged 14
Iteration 262Q (15984.290000 sec): 57 clusters
  Score: Raw -91389958.589727 + Penalty 182698.023945 = -91207260.565782
  nChanged 12
Iteration 263Q (16035.140000 sec): 57 clusters
  Score: Raw -91390075.022735 + Penalty 182698.023945 = -91207376.998791
  nChanged 11
Iteration 264Q (16085.690000 sec): 57 clusters
  Score: Raw -91390263.188903 + Penalty 182698.023945 = -91207565.164958
  nChanged 11
Iteration 265Q (16139.320000 sec): 57 clusters
  Score: Raw -91390430.662615 + Penalty 182698.023945 = -91207732.638670
  nChanged 9
Iteration 266Q (16198.200000 sec): 57 clusters
  Score: Raw -91390433.951914 + Penalty 182698.023945 = -91207735.927969
  nChanged 5
Iteration 267Q (16255.390000 sec): 57 clusters
  Score: Raw -91390434.253856 + Penalty 182698.023945 = -91207736.229911
  nChanged 2
Iteration 268Q (16311.990000 sec): 57 clusters
  Score: Raw -91390434.277324 + Penalty 182698.023945 = -91207736.253379
  nChanged 2
Iteration 269Q (16369.170000 sec): 57 clusters
  Score: Raw -91390434.297271 + Penalty 182698.023945 = -91207736.273326
  nChanged 1
Iteration 270Q (16425.300000 sec): 57 clusters
  Score: Raw -91390434.306683 + Penalty 182698.023945 = -91207736.282738
  nChanged 0
Iteration 271F (16511.910000 sec): 57 clusters
  Score: Raw -91390480.318411 + Penalty 182698.023945 = -91207782.294466
  nChanged 5
Iteration 272Q (16558.550000 sec): 57 clusters
  Score: Raw -91390698.132465 + Penalty 182698.023945 = -91208000.108520
  nChanged 2
Iteration 273Q (16604.160000 sec): 57 clusters
  Score: Raw -91390705.350880 + Penalty 182698.023945 = -91208007.326935
  nChanged 3
Iteration 274Q (16655.150000 sec): 57 clusters
  Score: Raw -91390713.941779 + Penalty 182698.023945 = -91208015.917834
  nChanged 2
Iteration 275Q (16701.190000 sec): 57 clusters
  Score: Raw -91390722.892644 + Penalty 182698.023945 = -91208024.868699
  nChanged 2
Iteration 276Q (16748.830000 sec): 57 clusters
  Score: Raw -91390728.483151 + Penalty 182698.023945 = -91208030.459206
  nChanged 1
Iteration 277Q (16789.040000 sec): 57 clusters
  Score: Raw -91390732.714577 + Penalty 182698.023945 = -91208034.690632
  nChanged 2
Iteration 278Q (16834.590000 sec): 57 clusters
  Score: Raw -91390748.210275 + Penalty 182698.023945 = -91208050.186331
  nChanged 1
Iteration 279Q (16879.550000 sec): 57 clusters
  Score: Raw -91390758.420736 + Penalty 182698.023945 = -91208060.396791
  nChanged 1
Iteration 280F (16952.680000 sec): 57 clusters
  Score: Raw -91390904.004164 + Penalty 182698.023945 = -91208205.980219
  nChanged 3
Iteration 281Q (16997.160000 sec): 57 clusters
  Score: Raw -91390963.382277 + Penalty 182698.023945 = -91208265.358332
  nChanged 0
Iteration 282F (17071.470000 sec): 57 clusters
  Score: Raw -91390963.382277 + Penalty 182698.023945 = -91208265.358332
  nChanged 0
Compute initial score before splitting:   Score: Raw -91390963.382277 + Penalty 182698.023945 = -91208265.358332
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17071.510000 sec): 2 clusters
  Score: Raw -47472.979105 + Penalty 1467.885676 = -46005.093429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17071.670000 sec): 3 clusters
  Score: Raw -47631.974957 + Penalty 2935.771352 = -44696.203605
  nChanged 58
		SP:Iteration 1F (17071.830000 sec): 3 clusters
  Score: Raw -47762.919480 + Penalty 2935.771352 = -44827.148128
  nChanged 15
		SP:Iteration 2Q (17071.990000 sec): 3 clusters
  Score: Raw -47798.236257 + Penalty 2935.771352 = -44862.464905
  nChanged 4
		SP:Iteration 3Q (17072.150000 sec): 3 clusters
  Score: Raw -47810.302407 + Penalty 2935.771352 = -44874.531055
  nChanged 2
		SP:Iteration 4Q (17072.320000 sec): 3 clusters
  Score: Raw -47817.561095 + Penalty 2935.771352 = -44881.789743
  nChanged 1
		SP:Iteration 5Q (17072.490000 sec): 3 clusters
  Score: Raw -47821.831840 + Penalty 2935.771352 = -44886.060488
  nChanged 1
		SP:Iteration 6Q (17072.650000 sec): 3 clusters
  Score: Raw -47825.375861 + Penalty 2935.771352 = -44889.604509
  nChanged 0
		SP:Iteration 7F (17072.810000 sec): 3 clusters
  Score: Raw -47825.375861 + Penalty 2935.771352 = -44889.604509
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17072.880000 sec): 2 clusters
  Score: Raw -77146.010984 + Penalty 1531.615083 = -75614.395901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17073.050000 sec): 3 clusters
  Score: Raw -77236.850581 + Penalty 3063.230166 = -74173.620415
  nChanged 98
		SP:Iteration 1F (17073.210000 sec): 3 clusters
  Score: Raw -77426.980994 + Penalty 3063.230166 = -74363.750828
  nChanged 24
		SP:Iteration 2Q (17073.370000 sec): 3 clusters
  Score: Raw -77492.006723 + Penalty 3063.230166 = -74428.776557
  nChanged 14
		SP:Iteration 3Q (17073.530000 sec): 3 clusters
  Score: Raw -77559.330551 + Penalty 3063.230166 = -74496.100385
  nChanged 12
		SP:Iteration 4Q (17073.690000 sec): 3 clusters
  Score: Raw -77586.611085 + Penalty 3063.230166 = -74523.380919
  nChanged 11
		SP:Iteration 5Q (17073.850000 sec): 3 clusters
  Score: Raw -77613.510624 + Penalty 3063.230166 = -74550.280458
  nChanged 6
		SP:Iteration 6Q (17074.010000 sec): 3 clusters
  Score: Raw -77625.773321 + Penalty 3063.230166 = -74562.543155
  nChanged 4
		SP:Iteration 7Q (17074.170000 sec): 3 clusters
  Score: Raw -77638.355457 + Penalty 3063.230166 = -74575.125291
  nChanged 6
		SP:Iteration 8Q (17074.330000 sec): 3 clusters
  Score: Raw -77655.242806 + Penalty 3063.230166 = -74592.012640
  nChanged 3
		SP:Iteration 9Q (17074.490000 sec): 3 clusters
  Score: Raw -77664.021794 + Penalty 3063.230166 = -74600.791628
  nChanged 1
		SP:Iteration 10Q (17074.650000 sec): 3 clusters
  Score: Raw -77669.985945 + Penalty 3063.230166 = -74606.755779
  nChanged 1
		SP:Iteration 11Q (17074.810000 sec): 3 clusters
  Score: Raw -77671.517573 + Penalty 3063.230166 = -74608.287407
  nChanged 0
		SP:Iteration 12F (17074.970000 sec): 3 clusters
  Score: Raw -77671.517573 + Penalty 3063.230166 = -74608.287407
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17075.050000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17075.210000 sec): 3 clusters
  Score: Raw -221749.839043 + Penalty 3514.607126 = -218235.231917
  nChanged 328
		SP:Iteration 1F (17075.370000 sec): 3 clusters
  Score: Raw -222118.441583 + Penalty 3514.607126 = -218603.834456
  nChanged 69
		SP:Iteration 2F (17075.530000 sec): 3 clusters
  Score: Raw -222219.757628 + Penalty 3514.607126 = -218705.150502
  nChanged 56
		SP:Iteration 3Q (17075.690000 sec): 3 clusters
  Score: Raw -222302.898473 + Penalty 3514.607126 = -218788.291347
  nChanged 39
		SP:Iteration 4Q (17075.850000 sec): 3 clusters
  Score: Raw -222353.402439 + Penalty 3514.607126 = -218838.795312
  nChanged 21
		SP:Iteration 5Q (17076.010000 sec): 3 clusters
  Score: Raw -222377.162842 + Penalty 3514.607126 = -218862.555716
  nChanged 16
		SP:Iteration 6Q (17076.170000 sec): 3 clusters
  Score: Raw -222396.089453 + Penalty 3514.607126 = -218881.482327
  nChanged 12
		SP:Iteration 7Q (17076.330000 sec): 3 clusters
  Score: Raw -222411.204117 + Penalty 3514.607126 = -218896.596991
  nChanged 12
		SP:Iteration 8Q (17076.490000 sec): 3 clusters
  Score: Raw -222425.383132 + Penalty 3514.607126 = -218910.776006
  nChanged 11
		SP:Iteration 9Q (17076.650000 sec): 3 clusters
  Score: Raw -222437.813197 + Penalty 3514.607126 = -218923.206071
  nChanged 9
		SP:Iteration 10Q (17076.810000 sec): 3 clusters
  Score: Raw -222447.082133 + Penalty 3514.607126 = -218932.475007
  nChanged 10
		SP:Iteration 11Q (17076.970000 sec): 3 clusters
  Score: Raw -222458.102462 + Penalty 3514.607126 = -218943.495336
  nChanged 12
		SP:Iteration 12Q (17077.130000 sec): 3 clusters
  Score: Raw -222467.518049 + Penalty 3514.607126 = -218952.910922
  nChanged 10
		SP:Iteration 13Q (17077.290000 sec): 3 clusters
  Score: Raw -222477.382101 + Penalty 3514.607126 = -218962.774975
  nChanged 5
		SP:Iteration 14Q (17077.450000 sec): 3 clusters
  Score: Raw -222481.209312 + Penalty 3514.607126 = -218966.602186
  nChanged 4
		SP:Iteration 15Q (17077.610000 sec): 3 clusters
  Score: Raw -222487.033713 + Penalty 3514.607126 = -218972.426587
  nChanged 3
		SP:Iteration 16Q (17077.770000 sec): 3 clusters
  Score: Raw -222489.580652 + Penalty 3514.607126 = -218974.973526
  nChanged 2
		SP:Iteration 17Q (17077.930000 sec): 3 clusters
  Score: Raw -222491.602622 + Penalty 3514.607126 = -218976.995496
  nChanged 0
		SP:Iteration 18F (17078.090000 sec): 3 clusters
  Score: Raw -222491.602622 + Penalty 3514.607126 = -218976.995496
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17078.170000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17078.330000 sec): 3 clusters
  Score: Raw -27109.332515 + Penalty 2547.356025 = -24561.976490
  nChanged 8
		SP:Iteration 1Q (17078.490000 sec): 3 clusters
  Score: Raw -27144.140117 + Penalty 2547.356025 = -24596.784092
  nChanged 2
		SP:Iteration 2Q (17078.650000 sec): 3 clusters
  Score: Raw -27157.756643 + Penalty 2547.356025 = -24610.400618
  nChanged 0
		SP:Iteration 3F (17078.820000 sec): 3 clusters
  Score: Raw -27157.756643 + Penalty 2547.356025 = -24610.400618
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17078.940000 sec): 2 clusters
  Score: Raw -907448.131546 + Penalty 2118.919402 = -905329.212144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17079.140000 sec): 3 clusters
  Score: Raw -904964.360480 + Penalty 4237.838803 = -900726.521677
  nChanged 1962
		SP:Iteration 1F (17079.300000 sec): 3 clusters
  Score: Raw -906063.795423 + Penalty 4237.838803 = -901825.956620
  nChanged 365
		SP:Iteration 2F (17079.520000 sec): 3 clusters
  Score: Raw -906277.728272 + Penalty 4237.838803 = -902039.889468
  nChanged 267
		SP:Iteration 3F (17079.710000 sec): 3 clusters
  Score: Raw -906445.935786 + Penalty 4237.838803 = -902208.096983
  nChanged 205
		SP:Iteration 4Q (17079.900000 sec): 3 clusters
  Score: Raw -906543.683140 + Penalty 4237.838803 = -902305.844337
  nChanged 154
		SP:Iteration 5Q (17080.110000 sec): 3 clusters
  Score: Raw -906621.863885 + Penalty 4237.838803 = -902384.025082
  nChanged 152
		SP:Iteration 6Q (17080.310000 sec): 3 clusters
  Score: Raw -906688.688560 + Penalty 4237.838803 = -902450.849757
  nChanged 131
		SP:Iteration 7Q (17080.450000 sec): 3 clusters
  Score: Raw -906748.619596 + Penalty 4237.838803 = -902510.780793
  nChanged 109
		SP:Iteration 8Q (17080.690000 sec): 3 clusters
  Score: Raw -906797.524081 + Penalty 4237.838803 = -902559.685278
  nChanged 101
		SP:Iteration 9Q (17080.890000 sec): 3 clusters
  Score: Raw -906841.909316 + Penalty 4237.838803 = -902604.070512
  nChanged 83
		SP:Iteration 10Q (17081.040000 sec): 3 clusters
  Score: Raw -906876.158790 + Penalty 4237.838803 = -902638.319986
  nChanged 85
		SP:Iteration 11Q (17081.270000 sec): 3 clusters
  Score: Raw -906914.259963 + Penalty 4237.838803 = -902676.421159
  nChanged 85
		SP:Iteration 12Q (17081.460000 sec): 3 clusters
  Score: Raw -906951.319105 + Penalty 4237.838803 = -902713.480302
  nChanged 82
		SP:Iteration 13Q (17081.690000 sec): 3 clusters
  Score: Raw -906987.472955 + Penalty 4237.838803 = -902749.634152
  nChanged 76
		SP:Iteration 14Q (17081.860000 sec): 3 clusters
  Score: Raw -907020.668008 + Penalty 4237.838803 = -902782.829205
  nChanged 78
		SP:Iteration 15Q (17082.140000 sec): 3 clusters
  Score: Raw -907051.245370 + Penalty 4237.838803 = -902813.406566
  nChanged 63
		SP:Iteration 16Q (17082.310000 sec): 3 clusters
  Score: Raw -907071.973123 + Penalty 4237.838803 = -902834.134320
  nChanged 63
		SP:Iteration 17Q (17082.490000 sec): 3 clusters
  Score: Raw -907092.144691 + Penalty 4237.838803 = -902854.305888
  nChanged 56
		SP:Iteration 18Q (17082.720000 sec): 3 clusters
  Score: Raw -907112.034736 + Penalty 4237.838803 = -902874.195933
  nChanged 53
		SP:Iteration 19Q (17082.920000 sec): 3 clusters
  Score: Raw -907133.054721 + Penalty 4237.838803 = -902895.215918
  nChanged 50
		SP:Iteration 20F (17083.170000 sec): 3 clusters
  Score: Raw -907148.208428 + Penalty 4237.838803 = -902910.369625
  nChanged 37
		SP:Iteration 21Q (17083.390000 sec): 3 clusters
  Score: Raw -907162.214407 + Penalty 4237.838803 = -902924.375604
  nChanged 44
		SP:Iteration 22Q (17083.580000 sec): 3 clusters
  Score: Raw -907177.376049 + Penalty 4237.838803 = -902939.537246
  nChanged 38
		SP:Iteration 23Q (17083.760000 sec): 3 clusters
  Score: Raw -907189.940488 + Penalty 4237.838803 = -902952.101685
  nChanged 44
		SP:Iteration 24Q (17083.960000 sec): 3 clusters
  Score: Raw -907206.034557 + Penalty 4237.838803 = -902968.195754
  nChanged 39
		SP:Iteration 25Q (17084.150000 sec): 3 clusters
  Score: Raw -907221.118743 + Penalty 4237.838803 = -902983.279940
  nChanged 41
		SP:Iteration 26Q (17084.310000 sec): 3 clusters
  Score: Raw -907235.369114 + Penalty 4237.838803 = -902997.530311
  nChanged 36
		SP:Iteration 27Q (17084.550000 sec): 3 clusters
  Score: Raw -907247.022160 + Penalty 4237.838803 = -903009.183357
  nChanged 33
		SP:Iteration 28Q (17084.710000 sec): 3 clusters
  Score: Raw -907259.258310 + Penalty 4237.838803 = -903021.419506
  nChanged 37
		SP:Iteration 29Q (17084.970000 sec): 3 clusters
  Score: Raw -907273.521015 + Penalty 4237.838803 = -903035.682211
  nChanged 35
		SP:Iteration 30Q (17085.210000 sec): 3 clusters
  Score: Raw -907284.379348 + Penalty 4237.838803 = -903046.540544
  nChanged 37
		SP:Iteration 31Q (17085.430000 sec): 3 clusters
  Score: Raw -907297.677235 + Penalty 4237.838803 = -903059.838432
  nChanged 32
		SP:Iteration 32Q (17085.580000 sec): 3 clusters
  Score: Raw -907310.691428 + Penalty 4237.838803 = -903072.852625
  nChanged 34
		SP:Iteration 33Q (17085.730000 sec): 3 clusters
  Score: Raw -907324.884335 + Penalty 4237.838803 = -903087.045532
  nChanged 32
		SP:Iteration 34Q (17085.950000 sec): 3 clusters
  Score: Raw -907339.111659 + Penalty 4237.838803 = -903101.272856
  nChanged 36
		SP:Iteration 35Q (17086.190000 sec): 3 clusters
  Score: Raw -907350.933633 + Penalty 4237.838803 = -903113.094829
  nChanged 25
		SP:Iteration 36Q (17086.400000 sec): 3 clusters
  Score: Raw -907360.614481 + Penalty 4237.838803 = -903122.775677
  nChanged 28
		SP:Iteration 37Q (17086.580000 sec): 3 clusters
  Score: Raw -907371.024723 + Penalty 4237.838803 = -903133.185920
  nChanged 28
		SP:Iteration 38Q (17086.770000 sec): 3 clusters
  Score: Raw -907384.012949 + Penalty 4237.838803 = -903146.174146
  nChanged 29
		SP:Iteration 39Q (17086.980000 sec): 3 clusters
  Score: Raw -907395.584973 + Penalty 4237.838803 = -903157.746170
  nChanged 29
		SP:Iteration 40F (17087.170000 sec): 3 clusters
  Score: Raw -907405.441919 + Penalty 4237.838803 = -903167.603115
  nChanged 23
		SP:Iteration 41Q (17087.380000 sec): 3 clusters
  Score: Raw -907414.568589 + Penalty 4237.838803 = -903176.729786
  nChanged 26
		SP:Iteration 42Q (17087.610000 sec): 3 clusters
  Score: Raw -907424.733513 + Penalty 4237.838803 = -903186.894710
  nChanged 17
		SP:Iteration 43Q (17087.820000 sec): 3 clusters
  Score: Raw -907432.562934 + Penalty 4237.838803 = -903194.724131
  nChanged 21
		SP:Iteration 44Q (17088.000000 sec): 3 clusters
  Score: Raw -907440.917023 + Penalty 4237.838803 = -903203.078219
  nChanged 17
		SP:Iteration 45Q (17088.230000 sec): 3 clusters
  Score: Raw -907446.693516 + Penalty 4237.838803 = -903208.854713
  nChanged 18
		SP:Iteration 46Q (17088.420000 sec): 3 clusters
  Score: Raw -907453.073093 + Penalty 4237.838803 = -903215.234289
  nChanged 16
		SP:Iteration 47Q (17088.660000 sec): 3 clusters
  Score: Raw -907458.198370 + Penalty 4237.838803 = -903220.359567
  nChanged 12
		SP:Iteration 48Q (17088.840000 sec): 3 clusters
  Score: Raw -907461.687413 + Penalty 4237.838803 = -903223.848610
  nChanged 7
		SP:Iteration 49Q (17089.060000 sec): 3 clusters
  Score: Raw -907464.238113 + Penalty 4237.838803 = -903226.399309
  nChanged 7
		SP:Iteration 50Q (17089.310000 sec): 3 clusters
  Score: Raw -907466.399898 + Penalty 4237.838803 = -903228.561094
  nChanged 4
		SP:Iteration 51Q (17089.560000 sec): 3 clusters
  Score: Raw -907468.189767 + Penalty 4237.838803 = -903230.350963
  nChanged 4
		SP:Iteration 52Q (17089.710000 sec): 3 clusters
  Score: Raw -907470.596743 + Penalty 4237.838803 = -903232.757939
  nChanged 8
		SP:Iteration 53Q (17089.840000 sec): 3 clusters
  Score: Raw -907474.696006 + Penalty 4237.838803 = -903236.857203
  nChanged 13
		SP:Iteration 54Q (17090.020000 sec): 3 clusters
  Score: Raw -907478.481043 + Penalty 4237.838803 = -903240.642239
  nChanged 7
		SP:Iteration 55Q (17090.210000 sec): 3 clusters
  Score: Raw -907481.522668 + Penalty 4237.838803 = -903243.683865
  nChanged 10
		SP:Iteration 56Q (17090.350000 sec): 3 clusters
  Score: Raw -907484.561583 + Penalty 4237.838803 = -903246.722779
  nChanged 9
		SP:Iteration 57Q (17090.570000 sec): 3 clusters
  Score: Raw -907487.712123 + Penalty 4237.838803 = -903249.873320
  nChanged 5
		SP:Iteration 58Q (17090.840000 sec): 3 clusters
  Score: Raw -907488.861269 + Penalty 4237.838803 = -903251.022465
  nChanged 3
		SP:Iteration 59Q (17091.020000 sec): 3 clusters
  Score: Raw -907489.687217 + Penalty 4237.838803 = -903251.848414
  nChanged 2
		SP:Iteration 60F (17091.300000 sec): 3 clusters
  Score: Raw -907490.320192 + Penalty 4237.838803 = -903252.481389
  nChanged 3
		SP:Iteration 61Q (17091.510000 sec): 3 clusters
  Score: Raw -907491.377179 + Penalty 4237.838803 = -903253.538375
  nChanged 3
		SP:Iteration 62Q (17091.750000 sec): 3 clusters
  Score: Raw -907492.125068 + Penalty 4237.838803 = -903254.286265
  nChanged 5
		SP:Iteration 63Q (17091.950000 sec): 3 clusters
  Score: Raw -907494.293361 + Penalty 4237.838803 = -903256.454557
  nChanged 1
		SP:Iteration 64Q (17092.160000 sec): 3 clusters
  Score: Raw -907494.604357 + Penalty 4237.838803 = -903256.765554
  nChanged 1
		SP:Iteration 65Q (17092.360000 sec): 3 clusters
  Score: Raw -907495.182075 + Penalty 4237.838803 = -903257.343271
  nChanged 2
		SP:Iteration 66Q (17092.580000 sec): 3 clusters
  Score: Raw -907495.840604 + Penalty 4237.838803 = -903258.001800
  nChanged 2
		SP:Iteration 67Q (17092.820000 sec): 3 clusters
  Score: Raw -907496.599593 + Penalty 4237.838803 = -903258.760789
  nChanged 0
		SP:Iteration 68F (17092.980000 sec): 3 clusters
  Score: Raw -907496.599593 + Penalty 4237.838803 = -903258.760789
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17093.080000 sec): 2 clusters
  Score: Raw -60456.891397 + Penalty 1500.333897 = -58956.557500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17093.160000 sec): 3 clusters
  Score: Raw -60653.986415 + Penalty 3000.667794 = -57653.318622
  nChanged 96
		SP:Iteration 1F (17093.300000 sec): 3 clusters
  Score: Raw -60968.070194 + Penalty 3000.667794 = -57967.402400
  nChanged 47
		SP:Iteration 2F (17093.460000 sec): 3 clusters
  Score: Raw -61437.270328 + Penalty 3000.667794 = -58436.602534
  nChanged 39
		SP:Iteration 3F (17093.590000 sec): 3 clusters
  Score: Raw -61651.646677 + Penalty 3000.667794 = -58650.978883
  nChanged 19
		SP:Iteration 4Q (17093.730000 sec): 3 clusters
  Score: Raw -61742.784946 + Penalty 3000.667794 = -58742.117152
  nChanged 4
		SP:Iteration 5Q (17093.990000 sec): 3 clusters
  Score: Raw -61764.403706 + Penalty 3000.667794 = -58763.735912
  nChanged 2
		SP:Iteration 6Q (17094.140000 sec): 3 clusters
  Score: Raw -61774.337081 + Penalty 3000.667794 = -58773.669287
  nChanged 3
		SP:Iteration 7Q (17094.300000 sec): 3 clusters
  Score: Raw -61783.030615 + Penalty 3000.667794 = -58782.362822
  nChanged 1
		SP:Iteration 8Q (17094.490000 sec): 3 clusters
  Score: Raw -61794.248780 + Penalty 3000.667794 = -58793.580986
  nChanged 0
		SP:Iteration 9F (17094.620000 sec): 3 clusters
  Score: Raw -61794.248780 + Penalty 3000.667794 = -58793.580986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17094.730000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17094.920000 sec): 3 clusters
  Score: Raw -280206.620957 + Penalty 3634.904927 = -276571.716030
  nChanged 470
		SP:Iteration 1F (17095.090000 sec): 3 clusters
  Score: Raw -280593.325319 + Penalty 3634.904927 = -276958.420392
  nChanged 108
		SP:Iteration 2F (17095.260000 sec): 3 clusters
  Score: Raw -280722.173775 + Penalty 3634.904927 = -277087.268848
  nChanged 78
		SP:Iteration 3F (17095.440000 sec): 3 clusters
  Score: Raw -280808.878465 + Penalty 3634.904927 = -277173.973538
  nChanged 46
		SP:Iteration 4Q (17095.580000 sec): 3 clusters
  Score: Raw -280850.385044 + Penalty 3634.904927 = -277215.480117
  nChanged 29
		SP:Iteration 5Q (17095.720000 sec): 3 clusters
  Score: Raw -280872.369606 + Penalty 3634.904927 = -277237.464679
  nChanged 21
		SP:Iteration 6Q (17095.910000 sec): 3 clusters
  Score: Raw -280888.692881 + Penalty 3634.904927 = -277253.787954
  nChanged 18
		SP:Iteration 7Q (17096.030000 sec): 3 clusters
  Score: Raw -280907.340887 + Penalty 3634.904927 = -277272.435960
  nChanged 18
		SP:Iteration 8Q (17096.220000 sec): 3 clusters
  Score: Raw -280927.215571 + Penalty 3634.904927 = -277292.310644
  nChanged 19
		SP:Iteration 9Q (17096.390000 sec): 3 clusters
  Score: Raw -280942.529132 + Penalty 3634.904927 = -277307.624205
  nChanged 12
		SP:Iteration 10Q (17096.480000 sec): 3 clusters
  Score: Raw -280955.269774 + Penalty 3634.904927 = -277320.364847
  nChanged 11
		SP:Iteration 11Q (17096.610000 sec): 3 clusters
  Score: Raw -280963.229280 + Penalty 3634.904927 = -277328.324353
  nChanged 3
		SP:Iteration 12Q (17096.740000 sec): 3 clusters
  Score: Raw -280964.610901 + Penalty 3634.904927 = -277329.705974
  nChanged 0
		SP:Iteration 13F (17096.870000 sec): 3 clusters
  Score: Raw -280964.610901 + Penalty 3634.904927 = -277329.705974
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17096.960000 sec): 2 clusters
  Score: Raw -27791.757628 + Penalty 1373.258898 = -26418.498730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17097.120000 sec): 3 clusters
  Score: Raw -27981.587130 + Penalty 2746.517796 = -25235.069334
  nChanged 27
		SP:Iteration 1F (17097.310000 sec): 3 clusters
  Score: Raw -28113.684079 + Penalty 2746.517796 = -25367.166282
  nChanged 7
		SP:Iteration 2Q (17097.530000 sec): 3 clusters
  Score: Raw -28144.905904 + Penalty 2746.517796 = -25398.388108
  nChanged 4
		SP:Iteration 3Q (17097.750000 sec): 3 clusters
  Score: Raw -28166.978119 + Penalty 2746.517796 = -25420.460322
  nChanged 3
		SP:Iteration 4Q (17097.960000 sec): 3 clusters
  Score: Raw -28173.071278 + Penalty 2746.517796 = -25426.553481
  nChanged 2
		SP:Iteration 5Q (17098.140000 sec): 3 clusters
  Score: Raw -28186.883298 + Penalty 2746.517796 = -25440.365502
  nChanged 0
		SP:Iteration 6F (17098.370000 sec): 3 clusters
  Score: Raw -28186.883298 + Penalty 2746.517796 = -25440.365502
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17098.440000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17098.610000 sec): 3 clusters
  Score: Raw -218551.215785 + Penalty 3502.847050 = -215048.368735
  nChanged 308
		SP:Iteration 1F (17098.770000 sec): 3 clusters
  Score: Raw -218846.709799 + Penalty 3502.847050 = -215343.862750
  nChanged 79
		SP:Iteration 2F (17098.930000 sec): 3 clusters
  Score: Raw -218946.414867 + Penalty 3502.847050 = -215443.567817
  nChanged 49
		SP:Iteration 3Q (17099.100000 sec): 3 clusters
  Score: Raw -218997.634193 + Penalty 3502.847050 = -215494.787143
  nChanged 33
		SP:Iteration 4Q (17099.270000 sec): 3 clusters
  Score: Raw -219031.632799 + Penalty 3502.847050 = -215528.785750
  nChanged 22
		SP:Iteration 5Q (17099.460000 sec): 3 clusters
  Score: Raw -219064.635280 + Penalty 3502.847050 = -215561.788231
  nChanged 26
		SP:Iteration 6Q (17099.680000 sec): 3 clusters
  Score: Raw -219105.547013 + Penalty 3502.847050 = -215602.699964
  nChanged 31
		SP:Iteration 7Q (17099.940000 sec): 3 clusters
  Score: Raw -219157.132606 + Penalty 3502.847050 = -215654.285557
  nChanged 32
		SP:Iteration 8Q (17100.110000 sec): 3 clusters
  Score: Raw -219219.714450 + Penalty 3502.847050 = -215716.867400
  nChanged 37
		SP:Iteration 9Q (17100.290000 sec): 3 clusters
  Score: Raw -219312.011323 + Penalty 3502.847050 = -215809.164273
  nChanged 50
		SP:Iteration 10Q (17100.440000 sec): 3 clusters
  Score: Raw -219432.914982 + Penalty 3502.847050 = -215930.067933
  nChanged 51
		SP:Iteration 11Q (17100.580000 sec): 3 clusters
  Score: Raw -219541.225930 + Penalty 3502.847050 = -216038.378880
  nChanged 28
		SP:Iteration 12Q (17100.760000 sec): 3 clusters
  Score: Raw -219601.978244 + Penalty 3502.847050 = -216099.131195
  nChanged 32
		SP:Iteration 13Q (17100.950000 sec): 3 clusters
  Score: Raw -219659.565105 + Penalty 3502.847050 = -216156.718055
  nChanged 16
		SP:Iteration 14Q (17101.120000 sec): 3 clusters
  Score: Raw -219701.062359 + Penalty 3502.847050 = -216198.215309
  nChanged 18
		SP:Iteration 15Q (17101.310000 sec): 3 clusters
  Score: Raw -219745.200805 + Penalty 3502.847050 = -216242.353756
  nChanged 17
		SP:Iteration 16Q (17101.490000 sec): 3 clusters
  Score: Raw -219773.028973 + Penalty 3502.847050 = -216270.181924
  nChanged 8
		SP:Iteration 17Q (17101.630000 sec): 3 clusters
  Score: Raw -219784.414985 + Penalty 3502.847050 = -216281.567935
  nChanged 4
		SP:Iteration 18Q (17101.810000 sec): 3 clusters
  Score: Raw -219789.168486 + Penalty 3502.847050 = -216286.321436
  nChanged 3
		SP:Iteration 19Q (17101.970000 sec): 3 clusters
  Score: Raw -219792.639488 + Penalty 3502.847050 = -216289.792438
  nChanged 1
		SP:Iteration 20F (17102.100000 sec): 3 clusters
  Score: Raw -219794.101737 + Penalty 3502.847050 = -216291.254688
  nChanged 1
		SP:Iteration 21Q (17102.260000 sec): 3 clusters
  Score: Raw -219796.555248 + Penalty 3502.847050 = -216293.708198
  nChanged 0
		SP:Iteration 22F (17102.440000 sec): 3 clusters
  Score: Raw -219796.555248 + Penalty 3502.847050 = -216293.708198
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17102.500000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17102.650000 sec): 3 clusters
  Score: Raw -35300.115401 + Penalty 2681.957199 = -32618.158202
  nChanged 23
		SP:Iteration 1F (17102.790000 sec): 3 clusters
  Score: Raw -35398.962953 + Penalty 2681.957199 = -32717.005754
  nChanged 4
		SP:Iteration 2Q (17102.910000 sec): 3 clusters
  Score: Raw -35419.522807 + Penalty 2681.957199 = -32737.565608
  nChanged 1
		SP:Iteration 3Q (17103.060000 sec): 3 clusters
  Score: Raw -35424.096198 + Penalty 2681.957199 = -32742.139000
  nChanged 2
		SP:Iteration 4Q (17103.220000 sec): 3 clusters
  Score: Raw -35438.513418 + Penalty 2681.957199 = -32756.556219
  nChanged 1
		SP:Iteration 5Q (17103.390000 sec): 3 clusters
  Score: Raw -35440.711433 + Penalty 2681.957199 = -32758.754235
  nChanged 0
		SP:Iteration 6F (17103.600000 sec): 3 clusters
  Score: Raw -35440.711433 + Penalty 2681.957199 = -32758.754235
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17103.720000 sec): 2 clusters
  Score: Raw -49732.065862 + Penalty 1446.306854 = -48285.759008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17103.870000 sec): 3 clusters
  Score: Raw -49963.913197 + Penalty 2892.613709 = -47071.299489
  nChanged 73
		SP:Iteration 1F (17104.050000 sec): 3 clusters
  Score: Raw -50333.062820 + Penalty 2892.613709 = -47440.449112
  nChanged 42
		SP:Iteration 2F (17104.240000 sec): 3 clusters
  Score: Raw -50550.545173 + Penalty 2892.613709 = -47657.931465
  nChanged 13
		SP:Iteration 3Q (17104.430000 sec): 3 clusters
  Score: Raw -50633.920544 + Penalty 2892.613709 = -47741.306835
  nChanged 10
		SP:Iteration 4Q (17104.610000 sec): 3 clusters
  Score: Raw -50673.214304 + Penalty 2892.613709 = -47780.600596
  nChanged 2
		SP:Iteration 5Q (17104.840000 sec): 3 clusters
  Score: Raw -50686.256002 + Penalty 2892.613709 = -47793.642293
  nChanged 1
		SP:Iteration 6Q (17105.020000 sec): 3 clusters
  Score: Raw -50707.236731 + Penalty 2892.613709 = -47814.623022
  nChanged 2
		SP:Iteration 7Q (17105.210000 sec): 3 clusters
  Score: Raw -50729.139328 + Penalty 2892.613709 = -47836.525619
  nChanged 5
		SP:Iteration 8Q (17105.340000 sec): 3 clusters
  Score: Raw -50769.493692 + Penalty 2892.613709 = -47876.879983
  nChanged 5
		SP:Iteration 9Q (17105.490000 sec): 3 clusters
  Score: Raw -50791.907560 + Penalty 2892.613709 = -47899.293852
  nChanged 3
		SP:Iteration 10Q (17105.630000 sec): 3 clusters
  Score: Raw -50806.954007 + Penalty 2892.613709 = -47914.340298
  nChanged 1
		SP:Iteration 11Q (17105.770000 sec): 3 clusters
  Score: Raw -50821.829308 + Penalty 2892.613709 = -47929.215599
  nChanged 1
		SP:Iteration 12Q (17105.930000 sec): 3 clusters
  Score: Raw -50827.463110 + Penalty 2892.613709 = -47934.849401
  nChanged 1
		SP:Iteration 13Q (17106.060000 sec): 3 clusters
  Score: Raw -50833.574912 + Penalty 2892.613709 = -47940.961203
  nChanged 0
		SP:Iteration 14F (17106.230000 sec): 3 clusters
  Score: Raw -50833.574912 + Penalty 2892.613709 = -47940.961203
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17106.440000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17106.710000 sec): 3 clusters
  Score: Raw -2507001.735309 + Penalty 4719.526554 = -2502282.208755
  nChanged 5857
		SP:Iteration 1F (17107.010000 sec): 3 clusters
  Score: Raw -2510189.677757 + Penalty 4719.526554 = -2505470.151203
  nChanged 782
		SP:Iteration 2F (17107.290000 sec): 3 clusters
  Score: Raw -2510527.102752 + Penalty 4719.526554 = -2505807.576198
  nChanged 651
		SP:Iteration 3Q (17107.570000 sec): 3 clusters
  Score: Raw -2510804.063781 + Penalty 4719.526554 = -2506084.537227
  nChanged 578
		SP:Iteration 4Q (17107.810000 sec): 3 clusters
  Score: Raw -2511030.397493 + Penalty 4719.526554 = -2506310.870939
  nChanged 509
		SP:Iteration 5Q (17108.070000 sec): 3 clusters
  Score: Raw -2511233.032207 + Penalty 4719.526554 = -2506513.505654
  nChanged 471
		SP:Iteration 6Q (17108.340000 sec): 3 clusters
  Score: Raw -2511449.035179 + Penalty 4719.526554 = -2506729.508626
  nChanged 509
		SP:Iteration 7Q (17108.600000 sec): 3 clusters
  Score: Raw -2511686.794453 + Penalty 4719.526554 = -2506967.267899
  nChanged 503
		SP:Iteration 8Q (17108.850000 sec): 3 clusters
  Score: Raw -2511902.333589 + Penalty 4719.526554 = -2507182.807035
  nChanged 441
		SP:Iteration 9Q (17109.110000 sec): 3 clusters
  Score: Raw -2512109.273531 + Penalty 4719.526554 = -2507389.746977
  nChanged 475
		SP:Iteration 10Q (17109.370000 sec): 3 clusters
  Score: Raw -2512350.916753 + Penalty 4719.526554 = -2507631.390199
  nChanged 476
		SP:Iteration 11Q (17109.630000 sec): 3 clusters
  Score: Raw -2512566.868730 + Penalty 4719.526554 = -2507847.342176
  nChanged 424
		SP:Iteration 12Q (17109.890000 sec): 3 clusters
  Score: Raw -2512756.921872 + Penalty 4719.526554 = -2508037.395318
  nChanged 388
		SP:Iteration 13Q (17110.150000 sec): 3 clusters
  Score: Raw -2512931.687237 + Penalty 4719.526554 = -2508212.160683
  nChanged 373
		SP:Iteration 14Q (17110.420000 sec): 3 clusters
  Score: Raw -2513075.744690 + Penalty 4719.526554 = -2508356.218137
  nChanged 304
		SP:Iteration 15Q (17110.690000 sec): 3 clusters
  Score: Raw -2513183.527860 + Penalty 4719.526554 = -2508464.001307
  nChanged 245
		SP:Iteration 16Q (17110.950000 sec): 3 clusters
  Score: Raw -2513270.757457 + Penalty 4719.526554 = -2508551.230903
  nChanged 218
		SP:Iteration 17Q (17111.220000 sec): 3 clusters
  Score: Raw -2513340.129390 + Penalty 4719.526554 = -2508620.602836
  nChanged 202
		SP:Iteration 18Q (17111.480000 sec): 3 clusters
  Score: Raw -2513401.378660 + Penalty 4719.526554 = -2508681.852107
  nChanged 197
		SP:Iteration 19Q (17111.740000 sec): 3 clusters
  Score: Raw -2513455.202353 + Penalty 4719.526554 = -2508735.675799
  nChanged 190
		SP:Iteration 20F (17111.980000 sec): 3 clusters
  Score: Raw -2513508.002860 + Penalty 4719.526554 = -2508788.476306
  nChanged 172
		SP:Iteration 21Q (17112.240000 sec): 3 clusters
  Score: Raw -2513550.754413 + Penalty 4719.526554 = -2508831.227859
  nChanged 144
		SP:Iteration 22Q (17112.500000 sec): 3 clusters
  Score: Raw -2513584.067006 + Penalty 4719.526554 = -2508864.540452
  nChanged 121
		SP:Iteration 23Q (17112.770000 sec): 3 clusters
  Score: Raw -2513607.657165 + Penalty 4719.526554 = -2508888.130612
  nChanged 97
		SP:Iteration 24Q (17113.030000 sec): 3 clusters
  Score: Raw -2513627.406804 + Penalty 4719.526554 = -2508907.880251
  nChanged 87
		SP:Iteration 25Q (17113.290000 sec): 3 clusters
  Score: Raw -2513644.070787 + Penalty 4719.526554 = -2508924.544233
  nChanged 93
		SP:Iteration 26Q (17113.550000 sec): 3 clusters
  Score: Raw -2513664.065876 + Penalty 4719.526554 = -2508944.539322
  nChanged 92
		SP:Iteration 27Q (17113.840000 sec): 3 clusters
  Score: Raw -2513683.488379 + Penalty 4719.526554 = -2508963.961825
  nChanged 83
		SP:Iteration 28Q (17114.120000 sec): 3 clusters
  Score: Raw -2513701.893102 + Penalty 4719.526554 = -2508982.366548
  nChanged 69
		SP:Iteration 29Q (17114.420000 sec): 3 clusters
  Score: Raw -2513715.088809 + Penalty 4719.526554 = -2508995.562255
  nChanged 62
		SP:Iteration 30Q (17114.750000 sec): 3 clusters
  Score: Raw -2513726.119724 + Penalty 4719.526554 = -2509006.593171
  nChanged 55
		SP:Iteration 31Q (17115.020000 sec): 3 clusters
  Score: Raw -2513736.160167 + Penalty 4719.526554 = -2509016.633613
  nChanged 46
		SP:Iteration 32Q (17115.280000 sec): 3 clusters
  Score: Raw -2513741.570276 + Penalty 4719.526554 = -2509022.043722
  nChanged 25
		SP:Iteration 33Q (17115.600000 sec): 3 clusters
  Score: Raw -2513744.714529 + Penalty 4719.526554 = -2509025.187975
  nChanged 23
		SP:Iteration 34Q (17115.940000 sec): 3 clusters
  Score: Raw -2513747.786977 + Penalty 4719.526554 = -2509028.260424
  nChanged 29
		SP:Iteration 35Q (17116.190000 sec): 3 clusters
  Score: Raw -2513752.121844 + Penalty 4719.526554 = -2509032.595291
  nChanged 31
		SP:Iteration 36Q (17116.510000 sec): 3 clusters
  Score: Raw -2513755.603648 + Penalty 4719.526554 = -2509036.077095
  nChanged 25
		SP:Iteration 37Q (17116.830000 sec): 3 clusters
  Score: Raw -2513759.225132 + Penalty 4719.526554 = -2509039.698578
  nChanged 20
		SP:Iteration 38Q (17117.160000 sec): 3 clusters
  Score: Raw -2513761.765867 + Penalty 4719.526554 = -2509042.239314
  nChanged 20
		SP:Iteration 39Q (17117.430000 sec): 3 clusters
  Score: Raw -2513763.945138 + Penalty 4719.526554 = -2509044.418585
  nChanged 17
		SP:Iteration 40F (17117.650000 sec): 3 clusters
  Score: Raw -2513765.914801 + Penalty 4719.526554 = -2509046.388248
  nChanged 13
		SP:Iteration 41Q (17117.950000 sec): 3 clusters
  Score: Raw -2513767.373264 + Penalty 4719.526554 = -2509047.846710
  nChanged 9
		SP:Iteration 42Q (17118.210000 sec): 3 clusters
  Score: Raw -2513768.134156 + Penalty 4719.526554 = -2509048.607602
  nChanged 6
		SP:Iteration 43Q (17118.460000 sec): 3 clusters
  Score: Raw -2513768.681445 + Penalty 4719.526554 = -2509049.154891
  nChanged 2
		SP:Iteration 44Q (17118.720000 sec): 3 clusters
  Score: Raw -2513768.847815 + Penalty 4719.526554 = -2509049.321261
  nChanged 1
		SP:Iteration 45Q (17118.980000 sec): 3 clusters
  Score: Raw -2513768.971874 + Penalty 4719.526554 = -2509049.445321
  nChanged 3
		SP:Iteration 46Q (17119.250000 sec): 3 clusters
  Score: Raw -2513769.255448 + Penalty 4719.526554 = -2509049.728894
  nChanged 3
		SP:Iteration 47Q (17119.500000 sec): 3 clusters
  Score: Raw -2513769.635567 + Penalty 4719.526554 = -2509050.109013
  nChanged 5
		SP:Iteration 48Q (17119.750000 sec): 3 clusters
  Score: Raw -2513770.422412 + Penalty 4719.526554 = -2509050.895858
  nChanged 10
		SP:Iteration 49Q (17119.980000 sec): 3 clusters
  Score: Raw -2513772.062418 + Penalty 4719.526554 = -2509052.535864
  nChanged 10
		SP:Iteration 50Q (17120.260000 sec): 3 clusters
  Score: Raw -2513773.445913 + Penalty 4719.526554 = -2509053.919359
  nChanged 7
		SP:Iteration 51Q (17120.520000 sec): 3 clusters
  Score: Raw -2513774.549512 + Penalty 4719.526554 = -2509055.022959
  nChanged 7
		SP:Iteration 52Q (17120.770000 sec): 3 clusters
  Score: Raw -2513775.211793 + Penalty 4719.526554 = -2509055.685239
  nChanged 5
		SP:Iteration 53Q (17121.020000 sec): 3 clusters
  Score: Raw -2513775.879259 + Penalty 4719.526554 = -2509056.352705
  nChanged 4
		SP:Iteration 54Q (17121.340000 sec): 3 clusters
  Score: Raw -2513776.332302 + Penalty 4719.526554 = -2509056.805749
  nChanged 5
		SP:Iteration 55Q (17121.570000 sec): 3 clusters
  Score: Raw -2513776.866689 + Penalty 4719.526554 = -2509057.340135
  nChanged 0
		SP:Iteration 56F (17121.850000 sec): 3 clusters
  Score: Raw -2513776.866689 + Penalty 4719.526554 = -2509057.340135
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17122.980000 sec): 2 clusters
  Score: Raw -37626451.593524 + Penalty 3039.519911 = -37623412.073613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17124.470000 sec): 3 clusters
  Score: Raw -37488374.633405 + Penalty 6079.039823 = -37482295.593582
  nChanged 101361
		SP:Iteration 1F (17126.090000 sec): 3 clusters
  Score: Raw -37549271.851287 + Penalty 6079.039823 = -37543192.811464
  nChanged 7892
		SP:Iteration 2Q (17127.630000 sec): 3 clusters
  Score: Raw -37551653.093747 + Penalty 6079.039823 = -37545574.053924
  nChanged 9187
		SP:Iteration 3Q (17129.220000 sec): 3 clusters
  Score: Raw -37555114.868892 + Penalty 6079.039823 = -37549035.829070
  nChanged 11209
		SP:Iteration 4F (17130.630000 sec): 3 clusters
  Score: Raw -37560384.256078 + Penalty 6079.039823 = -37554305.216256
  nChanged 13128
		SP:Iteration 5F (17132.210000 sec): 3 clusters
  Score: Raw -37567840.030590 + Penalty 6079.039823 = -37561760.990767
  nChanged 14771
		SP:Iteration 6F (17133.970000 sec): 3 clusters
  Score: Raw -37577887.032628 + Penalty 6079.039823 = -37571807.992805
  nChanged 15630
		SP:Iteration 7F (17135.690000 sec): 3 clusters
  Score: Raw -37590538.094095 + Penalty 6079.039823 = -37584459.054272
  nChanged 15300
		SP:Iteration 8F (17137.160000 sec): 3 clusters
  Score: Raw -37604614.201375 + Penalty 6079.039823 = -37598535.161553
  nChanged 12128
		SP:Iteration 9F (17138.530000 sec): 3 clusters
  Score: Raw -37616313.509721 + Penalty 6079.039823 = -37610234.469898
  nChanged 7032
		SP:Iteration 10Q (17139.870000 sec): 3 clusters
  Score: Raw -37622902.302522 + Penalty 6079.039823 = -37616823.262699
  nChanged 2930
		SP:Iteration 11Q (17141.290000 sec): 3 clusters
  Score: Raw -37625509.650454 + Penalty 6079.039823 = -37619430.610631
  nChanged 901
		SP:Iteration 12Q (17142.490000 sec): 3 clusters
  Score: Raw -37626299.329653 + Penalty 6079.039823 = -37620220.289830
  nChanged 267
		SP:Iteration 13Q (17143.770000 sec): 3 clusters
  Score: Raw -37626561.688088 + Penalty 6079.039823 = -37620482.648265
  nChanged 76
		SP:Iteration 14Q (17145.020000 sec): 3 clusters
  Score: Raw -37626656.158500 + Penalty 6079.039823 = -37620577.118677
  nChanged 44
		SP:Iteration 15Q (17146.210000 sec): 3 clusters
  Score: Raw -37626710.491608 + Penalty 6079.039823 = -37620631.451785
  nChanged 19
		SP:Iteration 16Q (17147.510000 sec): 3 clusters
  Score: Raw -37626736.649231 + Penalty 6079.039823 = -37620657.609408
  nChanged 12
		SP:Iteration 17Q (17148.770000 sec): 3 clusters
  Score: Raw -37626747.858276 + Penalty 6079.039823 = -37620668.818453
  nChanged 6
		SP:Iteration 18Q (17149.990000 sec): 3 clusters
  Score: Raw -37626755.711528 + Penalty 6079.039823 = -37620676.671706
  nChanged 5
		SP:Iteration 19Q (17151.340000 sec): 3 clusters
  Score: Raw -37626762.286798 + Penalty 6079.039823 = -37620683.246975
  nChanged 6
		SP:Iteration 20F (17152.680000 sec): 3 clusters
  Score: Raw -37626770.073188 + Penalty 6079.039823 = -37620691.033366
  nChanged 8
		SP:Iteration 21Q (17153.890000 sec): 3 clusters
  Score: Raw -37626781.002146 + Penalty 6079.039823 = -37620701.962323
  nChanged 7
		SP:Iteration 22Q (17155.150000 sec): 3 clusters
  Score: Raw -37626791.182171 + Penalty 6079.039823 = -37620712.142348
  nChanged 7
		SP:Iteration 23Q (17156.490000 sec): 3 clusters
  Score: Raw -37626799.189062 + Penalty 6079.039823 = -37620720.149239
  nChanged 4
		SP:Iteration 24Q (17157.770000 sec): 3 clusters
  Score: Raw -37626803.623123 + Penalty 6079.039823 = -37620724.583300
  nChanged 0
		SP:Iteration 25F (17159.210000 sec): 3 clusters
  Score: Raw -37626803.623123 + Penalty 6079.039823 = -37620724.583300
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (20998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17159.500000 sec): 2 clusters
  Score: Raw -3605610.130605 + Penalty 2468.141254 = -3603141.989352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17159.830000 sec): 3 clusters
  Score: Raw -3593442.777424 + Penalty 4936.282507 = -3588506.494917
  nChanged 9308
		SP:Iteration 1F (17160.120000 sec): 3 clusters
  Score: Raw -3598464.067537 + Penalty 4936.282507 = -3593527.785029
  nChanged 1082
		SP:Iteration 2F (17160.390000 sec): 3 clusters
  Score: Raw -3598893.520519 + Penalty 4936.282507 = -3593957.238011
  nChanged 987
		SP:Iteration 3Q (17160.710000 sec): 3 clusters
  Score: Raw -3599278.408617 + Penalty 4936.282507 = -3594342.126110
  nChanged 916
		SP:Iteration 4Q (17160.950000 sec): 3 clusters
  Score: Raw -3599650.755977 + Penalty 4936.282507 = -3594714.473470
  nChanged 874
		SP:Iteration 5Q (17161.320000 sec): 3 clusters
  Score: Raw -3600035.513662 + Penalty 4936.282507 = -3595099.231155
  nChanged 947
		SP:Iteration 6Q (17161.640000 sec): 3 clusters
  Score: Raw -3600544.582631 + Penalty 4936.282507 = -3595608.300124
  nChanged 1062
		SP:Iteration 7F (17161.960000 sec): 3 clusters
  Score: Raw -3601206.329537 + Penalty 4936.282507 = -3596270.047030
  nChanged 1195
		SP:Iteration 8F (17162.260000 sec): 3 clusters
  Score: Raw -3602102.203547 + Penalty 4936.282507 = -3597165.921040
  nChanged 1220
		SP:Iteration 9F (17162.530000 sec): 3 clusters
  Score: Raw -3603108.047332 + Penalty 4936.282507 = -3598171.764825
  nChanged 1105
		SP:Iteration 10F (17162.870000 sec): 3 clusters
  Score: Raw -3604045.060105 + Penalty 4936.282507 = -3599108.777598
  nChanged 879
		SP:Iteration 11Q (17163.130000 sec): 3 clusters
  Score: Raw -3604787.280894 + Penalty 4936.282507 = -3599850.998386
  nChanged 631
		SP:Iteration 12Q (17163.440000 sec): 3 clusters
  Score: Raw -3605309.177659 + Penalty 4936.282507 = -3600372.895152
  nChanged 417
		SP:Iteration 13Q (17163.780000 sec): 3 clusters
  Score: Raw -3605634.737073 + Penalty 4936.282507 = -3600698.454566
  nChanged 276
		SP:Iteration 14Q (17164.120000 sec): 3 clusters
  Score: Raw -3605831.761455 + Penalty 4936.282507 = -3600895.478948
  nChanged 198
		SP:Iteration 15Q (17164.470000 sec): 3 clusters
  Score: Raw -3605954.687456 + Penalty 4936.282507 = -3601018.404949
  nChanged 131
		SP:Iteration 16Q (17164.730000 sec): 3 clusters
  Score: Raw -3606032.674903 + Penalty 4936.282507 = -3601096.392396
  nChanged 92
		SP:Iteration 17Q (17164.970000 sec): 3 clusters
  Score: Raw -3606080.761039 + Penalty 4936.282507 = -3601144.478532
  nChanged 69
		SP:Iteration 18Q (17165.240000 sec): 3 clusters
  Score: Raw -3606117.050392 + Penalty 4936.282507 = -3601180.767885
  nChanged 52
		SP:Iteration 19Q (17165.490000 sec): 3 clusters
  Score: Raw -3606141.072230 + Penalty 4936.282507 = -3601204.789723
  nChanged 34
		SP:Iteration 20F (17165.790000 sec): 3 clusters
  Score: Raw -3606157.799008 + Penalty 4936.282507 = -3601221.516500
  nChanged 23
		SP:Iteration 21Q (17166.060000 sec): 3 clusters
  Score: Raw -3606168.088599 + Penalty 4936.282507 = -3601231.806092
  nChanged 18
		SP:Iteration 22Q (17166.430000 sec): 3 clusters
  Score: Raw -3606177.926874 + Penalty 4936.282507 = -3601241.644367
  nChanged 18
		SP:Iteration 23Q (17166.640000 sec): 3 clusters
  Score: Raw -3606185.787637 + Penalty 4936.282507 = -3601249.505130
  nChanged 13
		SP:Iteration 24Q (17166.970000 sec): 3 clusters
  Score: Raw -3606190.804463 + Penalty 4936.282507 = -3601254.521956
  nChanged 12
		SP:Iteration 25Q (17167.270000 sec): 3 clusters
  Score: Raw -3606194.775245 + Penalty 4936.282507 = -3601258.492738
  nChanged 5
		SP:Iteration 26Q (17167.560000 sec): 3 clusters
  Score: Raw -3606195.757584 + Penalty 4936.282507 = -3601259.475077
  nChanged 2
		SP:Iteration 27Q (17167.830000 sec): 3 clusters
  Score: Raw -3606197.059930 + Penalty 4936.282507 = -3601260.777423
  nChanged 7
		SP:Iteration 28Q (17168.130000 sec): 3 clusters
  Score: Raw -3606199.949241 + Penalty 4936.282507 = -3601263.666734
  nChanged 9
		SP:Iteration 29Q (17168.430000 sec): 3 clusters
  Score: Raw -3606203.031070 + Penalty 4936.282507 = -3601266.748563
  nChanged 0
		SP:Iteration 30F (17168.740000 sec): 3 clusters
  Score: Raw -3606203.031070 + Penalty 4936.282507 = -3601266.748563
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17169.330000 sec): 2 clusters
  Score: Raw -17110086.734079 + Penalty 2845.236612 = -17107241.497467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17170.260000 sec): 3 clusters
  Score: Raw -17048515.419634 + Penalty 5690.473225 = -17042824.946410
  nChanged 45656
		SP:Iteration 1F (17171.200000 sec): 3 clusters
  Score: Raw -17075000.155845 + Penalty 5690.473225 = -17069309.682621
  nChanged 3265
		SP:Iteration 2Q (17172.120000 sec): 3 clusters
  Score: Raw -17075825.879327 + Penalty 5690.473225 = -17070135.406102
  nChanged 3378
		SP:Iteration 3Q (17173.060000 sec): 3 clusters
  Score: Raw -17076780.034290 + Penalty 5690.473225 = -17071089.561065
  nChanged 3711
		SP:Iteration 4Q (17174.010000 sec): 3 clusters
  Score: Raw -17077985.658515 + Penalty 5690.473225 = -17072295.185290
  nChanged 4070
		SP:Iteration 5Q (17174.840000 sec): 3 clusters
  Score: Raw -17079477.128950 + Penalty 5690.473225 = -17073786.655725
  nChanged 4484
		SP:Iteration 6Q (17175.700000 sec): 3 clusters
  Score: Raw -17081265.114503 + Penalty 5690.473225 = -17075574.641278
  nChanged 4817
		SP:Iteration 7F (17176.540000 sec): 3 clusters
  Score: Raw -17083364.794111 + Penalty 5690.473225 = -17077674.320887
  nChanged 5110
		SP:Iteration 8F (17177.420000 sec): 3 clusters
  Score: Raw -17085836.048757 + Penalty 5690.473225 = -17080145.575533
  nChanged 5349
		SP:Iteration 9F (17178.290000 sec): 3 clusters
  Score: Raw -17088799.496093 + Penalty 5690.473225 = -17083109.022869
  nChanged 5771
		SP:Iteration 10F (17179.160000 sec): 3 clusters
  Score: Raw -17092534.038911 + Penalty 5690.473225 = -17086843.565687
  nChanged 6003
		SP:Iteration 11F (17179.970000 sec): 3 clusters
  Score: Raw -17097063.802212 + Penalty 5690.473225 = -17091373.328987
  nChanged 5701
		SP:Iteration 12F (17180.840000 sec): 3 clusters
  Score: Raw -17101978.605763 + Penalty 5690.473225 = -17096288.132538
  nChanged 4477
		SP:Iteration 13Q (17181.720000 sec): 3 clusters
  Score: Raw -17106076.524972 + Penalty 5690.473225 = -17100386.051747
  nChanged 2652
		SP:Iteration 14Q (17182.540000 sec): 3 clusters
  Score: Raw -17108534.688745 + Penalty 5690.473225 = -17102844.215520
  nChanged 1191
		SP:Iteration 15Q (17183.340000 sec): 3 clusters
  Score: Raw -17109674.101167 + Penalty 5690.473225 = -17103983.627943
  nChanged 364
		SP:Iteration 16Q (17184.090000 sec): 3 clusters
  Score: Raw -17110068.334113 + Penalty 5690.473225 = -17104377.860889
  nChanged 140
		SP:Iteration 17Q (17184.860000 sec): 3 clusters
  Score: Raw -17110233.944282 + Penalty 5690.473225 = -17104543.471057
  nChanged 66
		SP:Iteration 18Q (17185.600000 sec): 3 clusters
  Score: Raw -17110319.899917 + Penalty 5690.473225 = -17104629.426693
  nChanged 30
		SP:Iteration 19Q (17186.390000 sec): 3 clusters
  Score: Raw -17110357.707700 + Penalty 5690.473225 = -17104667.234475
  nChanged 16
		SP:Iteration 20F (17187.330000 sec): 3 clusters
  Score: Raw -17110376.528323 + Penalty 5690.473225 = -17104686.055099
  nChanged 13
		SP:Iteration 21Q (17188.070000 sec): 3 clusters
  Score: Raw -17110391.798608 + Penalty 5690.473225 = -17104701.325383
  nChanged 9
		SP:Iteration 22Q (17188.750000 sec): 3 clusters
  Score: Raw -17110410.519080 + Penalty 5690.473225 = -17104720.045855
  nChanged 15
		SP:Iteration 23Q (17189.460000 sec): 3 clusters
  Score: Raw -17110434.024939 + Penalty 5690.473225 = -17104743.551715
  nChanged 3
		SP:Iteration 24Q (17190.210000 sec): 3 clusters
  Score: Raw -17110436.282727 + Penalty 5690.473225 = -17104745.809503
  nChanged 0
		SP:Iteration 25F (17191.060000 sec): 3 clusters
  Score: Raw -17110436.282727 + Penalty 5690.473225 = -17104745.809503
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17191.150000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17191.290000 sec): 3 clusters
  Score: Raw -82574.564325 + Penalty 3110.410262 = -79464.154063
  nChanged 92
		SP:Iteration 1F (17191.390000 sec): 3 clusters
  Score: Raw -82729.870953 + Penalty 3110.410262 = -79619.460691
  nChanged 24
		SP:Iteration 2Q (17191.530000 sec): 3 clusters
  Score: Raw -82795.967176 + Penalty 3110.410262 = -79685.556914
  nChanged 23
		SP:Iteration 3Q (17191.630000 sec): 3 clusters
  Score: Raw -82852.158600 + Penalty 3110.410262 = -79741.748338
  nChanged 14
		SP:Iteration 4Q (17191.770000 sec): 3 clusters
  Score: Raw -82883.480429 + Penalty 3110.410262 = -79773.070167
  nChanged 5
		SP:Iteration 5Q (17191.910000 sec): 3 clusters
  Score: Raw -82888.988068 + Penalty 3110.410262 = -79778.577805
  nChanged 0
		SP:Iteration 6F (17192.070000 sec): 3 clusters
  Score: Raw -82888.988068 + Penalty 3110.410262 = -79778.577805
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17192.160000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17192.280000 sec): 3 clusters
  Score: Raw -34353.622564 + Penalty 2645.028521 = -31708.594043
  nChanged 24
		SP:Iteration 1F (17192.410000 sec): 3 clusters
  Score: Raw -34430.242582 + Penalty 2645.028521 = -31785.214061
  nChanged 6
		SP:Iteration 2Q (17192.530000 sec): 3 clusters
  Score: Raw -34444.760229 + Penalty 2645.028521 = -31799.731708
  nChanged 1
		SP:Iteration 3Q (17192.670000 sec): 3 clusters
  Score: Raw -34445.552121 + Penalty 2645.028521 = -31800.523600
  nChanged 0
		SP:Iteration 4F (17192.780000 sec): 3 clusters
  Score: Raw -34445.552121 + Penalty 2645.028521 = -31800.523600
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17192.870000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17193.010000 sec): 3 clusters
  Score: Raw -18270.339046 + Penalty 2331.438261 = -15938.900785
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17193.090000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17193.240000 sec): 3 clusters
  Score: Raw -79062.338325 + Penalty 3061.163496 = -76001.174829
  nChanged 64
		SP:Iteration 1F (17193.370000 sec): 3 clusters
  Score: Raw -79210.179623 + Penalty 3061.163496 = -76149.016126
  nChanged 19
		SP:Iteration 2Q (17193.530000 sec): 3 clusters
  Score: Raw -79264.459077 + Penalty 3061.163496 = -76203.295581
  nChanged 6
		SP:Iteration 3Q (17193.690000 sec): 3 clusters
  Score: Raw -79282.634694 + Penalty 3061.163496 = -76221.471198
  nChanged 4
		SP:Iteration 4Q (17193.850000 sec): 3 clusters
  Score: Raw -79292.739769 + Penalty 3061.163496 = -76231.576273
  nChanged 3
		SP:Iteration 5Q (17194.010000 sec): 3 clusters
  Score: Raw -79299.057678 + Penalty 3061.163496 = -76237.894181
  nChanged 2
		SP:Iteration 6Q (17194.170000 sec): 3 clusters
  Score: Raw -79307.273360 + Penalty 3061.163496 = -76246.109864
  nChanged 1
		SP:Iteration 7Q (17194.350000 sec): 3 clusters
  Score: Raw -79310.727325 + Penalty 3061.163496 = -76249.563829
  nChanged 0
		SP:Iteration 8F (17194.520000 sec): 3 clusters
  Score: Raw -79310.727325 + Penalty 3061.163496 = -76249.563829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17194.570000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17194.690000 sec): 3 clusters
  Score: Raw -128786.575406 + Penalty 3282.894536 = -125503.680871
  nChanged 155
		SP:Iteration 1F (17194.830000 sec): 3 clusters
  Score: Raw -129004.380040 + Penalty 3282.894536 = -125721.485504
  nChanged 35
		SP:Iteration 2Q (17194.970000 sec): 3 clusters
  Score: Raw -129064.047713 + Penalty 3282.894536 = -125781.153177
  nChanged 16
		SP:Iteration 3Q (17195.130000 sec): 3 clusters
  Score: Raw -129093.486885 + Penalty 3282.894536 = -125810.592349
  nChanged 11
		SP:Iteration 4Q (17195.310000 sec): 3 clusters
  Score: Raw -129109.742922 + Penalty 3282.894536 = -125826.848386
  nChanged 9
		SP:Iteration 5Q (17195.400000 sec): 3 clusters
  Score: Raw -129121.224045 + Penalty 3282.894536 = -125838.329509
  nChanged 2
		SP:Iteration 6Q (17195.540000 sec): 3 clusters
  Score: Raw -129123.112381 + Penalty 3282.894536 = -125840.217845
  nChanged 7
		SP:Iteration 7Q (17195.690000 sec): 3 clusters
  Score: Raw -129130.749054 + Penalty 3282.894536 = -125847.854518
  nChanged 2
		SP:Iteration 8Q (17195.860000 sec): 3 clusters
  Score: Raw -129132.969383 + Penalty 3282.894536 = -125850.074847
  nChanged 2
		SP:Iteration 9Q (17195.950000 sec): 3 clusters
  Score: Raw -129134.248469 + Penalty 3282.894536 = -125851.353933
  nChanged 0
		SP:Iteration 10F (17196.050000 sec): 3 clusters
  Score: Raw -129134.248469 + Penalty 3282.894536 = -125851.353933
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17196.120000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17196.260000 sec): 3 clusters
  Score: Raw -20274.022782 + Penalty 2622.980447 = -17651.042334
  nChanged 29
		SP:Iteration 1F (17196.440000 sec): 3 clusters
  Score: Raw -20498.652027 + Penalty 2622.980447 = -17875.671579
  nChanged 8
		SP:Iteration 2Q (17196.580000 sec): 3 clusters
  Score: Raw -20566.538647 + Penalty 2622.980447 = -17943.558200
  nChanged 5
		SP:Iteration 3Q (17196.710000 sec): 3 clusters
  Score: Raw -20615.897296 + Penalty 2622.980447 = -17992.916849
  nChanged 1
		SP:Iteration 4Q (17196.850000 sec): 3 clusters
  Score: Raw -20617.902430 + Penalty 2622.980447 = -17994.921982
  nChanged 0
		SP:Iteration 5F (17196.980000 sec): 3 clusters
  Score: Raw -20617.902430 + Penalty 2622.980447 = -17994.921982
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17197.020000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17197.120000 sec): 3 clusters
  Score: Raw -134621.335793 + Penalty 3290.125943 = -131331.209850
  nChanged 166
		SP:Iteration 1F (17197.260000 sec): 3 clusters
  Score: Raw -134834.426229 + Penalty 3290.125943 = -131544.300286
  nChanged 34
		SP:Iteration 2Q (17197.400000 sec): 3 clusters
  Score: Raw -134897.071218 + Penalty 3290.125943 = -131606.945275
  nChanged 18
		SP:Iteration 3Q (17197.540000 sec): 3 clusters
  Score: Raw -134925.483827 + Penalty 3290.125943 = -131635.357884
  nChanged 10
		SP:Iteration 4Q (17197.720000 sec): 3 clusters
  Score: Raw -134948.100551 + Penalty 3290.125943 = -131657.974608
  nChanged 8
		SP:Iteration 5Q (17197.870000 sec): 3 clusters
  Score: Raw -134961.004312 + Penalty 3290.125943 = -131670.878369
  nChanged 7
		SP:Iteration 6Q (17198.000000 sec): 3 clusters
  Score: Raw -134970.984820 + Penalty 3290.125943 = -131680.858877
  nChanged 4
		SP:Iteration 7Q (17198.180000 sec): 3 clusters
  Score: Raw -134978.632902 + Penalty 3290.125943 = -131688.506959
  nChanged 4
		SP:Iteration 8Q (17198.340000 sec): 3 clusters
  Score: Raw -134984.975298 + Penalty 3290.125943 = -131694.849355
  nChanged 3
		SP:Iteration 9Q (17198.480000 sec): 3 clusters
  Score: Raw -134988.515129 + Penalty 3290.125943 = -131698.389186
  nChanged 2
		SP:Iteration 10Q (17198.610000 sec): 3 clusters
  Score: Raw -134990.465663 + Penalty 3290.125943 = -131700.339720
  nChanged 0
		SP:Iteration 11F (17198.770000 sec): 3 clusters
  Score: Raw -134990.465663 + Penalty 3290.125943 = -131700.339720
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17198.850000 sec): 2 clusters
  Score: Raw -270497.497229 + Penalty 1823.087240 = -268674.409989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17199.000000 sec): 3 clusters
  Score: Raw -269983.687050 + Penalty 3646.174480 = -266337.512570
  nChanged 481
		SP:Iteration 1F (17199.130000 sec): 3 clusters
  Score: Raw -270424.129787 + Penalty 3646.174480 = -266777.955307
  nChanged 128
		SP:Iteration 2F (17199.310000 sec): 3 clusters
  Score: Raw -270586.115834 + Penalty 3646.174480 = -266939.941354
  nChanged 91
		SP:Iteration 3F (17199.460000 sec): 3 clusters
  Score: Raw -270708.461699 + Penalty 3646.174480 = -267062.287219
  nChanged 77
		SP:Iteration 4Q (17199.600000 sec): 3 clusters
  Score: Raw -270804.157716 + Penalty 3646.174480 = -267157.983236
  nChanged 56
		SP:Iteration 5Q (17199.760000 sec): 3 clusters
  Score: Raw -270895.313897 + Penalty 3646.174480 = -267249.139417
  nChanged 43
		SP:Iteration 6Q (17199.930000 sec): 3 clusters
  Score: Raw -270960.891827 + Penalty 3646.174480 = -267314.717346
  nChanged 48
		SP:Iteration 7Q (17200.120000 sec): 3 clusters
  Score: Raw -271038.734902 + Penalty 3646.174480 = -267392.560421
  nChanged 45
		SP:Iteration 8Q (17200.270000 sec): 3 clusters
  Score: Raw -271111.201106 + Penalty 3646.174480 = -267465.026626
  nChanged 40
		SP:Iteration 9Q (17200.350000 sec): 3 clusters
  Score: Raw -271174.533254 + Penalty 3646.174480 = -267528.358774
  nChanged 36
		SP:Iteration 10Q (17200.500000 sec): 3 clusters
  Score: Raw -271226.173167 + Penalty 3646.174480 = -267579.998687
  nChanged 32
		SP:Iteration 11Q (17200.630000 sec): 3 clusters
  Score: Raw -271271.659803 + Penalty 3646.174480 = -267625.485323
  nChanged 20
		SP:Iteration 12Q (17200.800000 sec): 3 clusters
  Score: Raw -271300.808964 + Penalty 3646.174480 = -267654.634484
  nChanged 19
		SP:Iteration 13Q (17200.960000 sec): 3 clusters
  Score: Raw -271324.127867 + Penalty 3646.174480 = -267677.953387
  nChanged 13
		SP:Iteration 14Q (17201.130000 sec): 3 clusters
  Score: Raw -271334.904426 + Penalty 3646.174480 = -267688.729945
  nChanged 9
		SP:Iteration 15Q (17201.260000 sec): 3 clusters
  Score: Raw -271344.573475 + Penalty 3646.174480 = -267698.398995
  nChanged 5
		SP:Iteration 16Q (17201.430000 sec): 3 clusters
  Score: Raw -271351.923233 + Penalty 3646.174480 = -267705.748752
  nChanged 2
		SP:Iteration 17Q (17201.600000 sec): 3 clusters
  Score: Raw -271355.636240 + Penalty 3646.174480 = -267709.461760
  nChanged 1
		SP:Iteration 18Q (17201.780000 sec): 3 clusters
  Score: Raw -271356.577473 + Penalty 3646.174480 = -267710.402993
  nChanged 2
		SP:Iteration 19Q (17201.940000 sec): 3 clusters
  Score: Raw -271357.631678 + Penalty 3646.174480 = -267711.457198
  nChanged 2
		SP:Iteration 20F (17202.080000 sec): 3 clusters
  Score: Raw -271358.808814 + Penalty 3646.174480 = -267712.634333
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17202.160000 sec): 2 clusters
  Score: Raw -59966.813665 + Penalty 1488.350890 = -58478.462775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17202.330000 sec): 3 clusters
  Score: Raw -60125.840171 + Penalty 2976.701779 = -57149.138392
  nChanged 74
		SP:Iteration 1F (17202.490000 sec): 3 clusters
  Score: Raw -60400.054770 + Penalty 2976.701779 = -57423.352991
  nChanged 27
		SP:Iteration 2F (17202.620000 sec): 3 clusters
  Score: Raw -60514.741108 + Penalty 2976.701779 = -57538.039329
  nChanged 23
		SP:Iteration 3F (17202.780000 sec): 3 clusters
  Score: Raw -60605.201830 + Penalty 2976.701779 = -57628.500050
  nChanged 12
		SP:Iteration 4Q (17202.930000 sec): 3 clusters
  Score: Raw -60705.346534 + Penalty 2976.701779 = -57728.644754
  nChanged 10
		SP:Iteration 5Q (17203.060000 sec): 3 clusters
  Score: Raw -60812.666451 + Penalty 2976.701779 = -57835.964672
  nChanged 10
		SP:Iteration 6Q (17203.210000 sec): 3 clusters
  Score: Raw -60853.902652 + Penalty 2976.701779 = -57877.200873
  nChanged 6
		SP:Iteration 7Q (17203.350000 sec): 3 clusters
  Score: Raw -60889.112774 + Penalty 2976.701779 = -57912.410994
  nChanged 3
		SP:Iteration 8Q (17203.520000 sec): 3 clusters
  Score: Raw -60903.603234 + Penalty 2976.701779 = -57926.901455
  nChanged 2
		SP:Iteration 9Q (17203.680000 sec): 3 clusters
  Score: Raw -60914.818473 + Penalty 2976.701779 = -57938.116694
  nChanged 0
		SP:Iteration 10F (17203.860000 sec): 3 clusters
  Score: Raw -60914.818473 + Penalty 2976.701779 = -57938.116694
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17203.920000 sec): 2 clusters
  Score: Raw -186857.002019 + Penalty 1743.871832 = -185113.130187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17204.060000 sec): 3 clusters
  Score: Raw -186566.801556 + Penalty 3487.743664 = -183079.057891
  nChanged 308
		SP:Iteration 1F (17204.220000 sec): 3 clusters
  Score: Raw -186935.946272 + Penalty 3487.743664 = -183448.202608
  nChanged 81
		SP:Iteration 2F (17204.400000 sec): 3 clusters
  Score: Raw -187037.855947 + Penalty 3487.743664 = -183550.112283
  nChanged 27
		SP:Iteration 3Q (17204.560000 sec): 3 clusters
  Score: Raw -187070.944989 + Penalty 3487.743664 = -183583.201325
  nChanged 22
		SP:Iteration 4Q (17204.740000 sec): 3 clusters
  Score: Raw -187095.774776 + Penalty 3487.743664 = -183608.031112
  nChanged 14
		SP:Iteration 5Q (17204.900000 sec): 3 clusters
  Score: Raw -187119.635132 + Penalty 3487.743664 = -183631.891467
  nChanged 20
		SP:Iteration 6Q (17205.060000 sec): 3 clusters
  Score: Raw -187149.080521 + Penalty 3487.743664 = -183661.336857
  nChanged 17
		SP:Iteration 7Q (17205.220000 sec): 3 clusters
  Score: Raw -187177.471226 + Penalty 3487.743664 = -183689.727562
  nChanged 14
		SP:Iteration 8Q (17205.380000 sec): 3 clusters
  Score: Raw -187205.673005 + Penalty 3487.743664 = -183717.929341
  nChanged 16
		SP:Iteration 9Q (17205.540000 sec): 3 clusters
  Score: Raw -187238.822145 + Penalty 3487.743664 = -183751.078480
  nChanged 19
		SP:Iteration 10Q (17205.660000 sec): 3 clusters
  Score: Raw -187282.506634 + Penalty 3487.743664 = -183794.762970
  nChanged 22
		SP:Iteration 11Q (17205.830000 sec): 3 clusters
  Score: Raw -187327.236946 + Penalty 3487.743664 = -183839.493282
  nChanged 22
		SP:Iteration 12Q (17206.000000 sec): 3 clusters
  Score: Raw -187366.370104 + Penalty 3487.743664 = -183878.626440
  nChanged 26
		SP:Iteration 13Q (17206.180000 sec): 3 clusters
  Score: Raw -187421.680726 + Penalty 3487.743664 = -183933.937062
  nChanged 34
		SP:Iteration 14Q (17206.300000 sec): 3 clusters
  Score: Raw -187472.723360 + Penalty 3487.743664 = -183984.979695
  nChanged 21
		SP:Iteration 15Q (17206.440000 sec): 3 clusters
  Score: Raw -187508.466419 + Penalty 3487.743664 = -184020.722754
  nChanged 23
		SP:Iteration 16Q (17206.620000 sec): 3 clusters
  Score: Raw -187545.266718 + Penalty 3487.743664 = -184057.523054
  nChanged 18
		SP:Iteration 17Q (17206.760000 sec): 3 clusters
  Score: Raw -187573.660813 + Penalty 3487.743664 = -184085.917149
  nChanged 22
		SP:Iteration 18Q (17206.910000 sec): 3 clusters
  Score: Raw -187614.565579 + Penalty 3487.743664 = -184126.821914
  nChanged 21
		SP:Iteration 19Q (17207.060000 sec): 3 clusters
  Score: Raw -187673.961666 + Penalty 3487.743664 = -184186.218001
  nChanged 27
		SP:Iteration 20F (17207.280000 sec): 3 clusters
  Score: Raw -187738.388603 + Penalty 3487.743664 = -184250.644939
  nChanged 18
		SP:Iteration 21Q (17207.430000 sec): 3 clusters
  Score: Raw -187793.337330 + Penalty 3487.743664 = -184305.593666
  nChanged 24
		SP:Iteration 22Q (17207.580000 sec): 3 clusters
  Score: Raw -187838.472663 + Penalty 3487.743664 = -184350.728998
  nChanged 21
		SP:Iteration 23Q (17207.730000 sec): 3 clusters
  Score: Raw -187871.414623 + Penalty 3487.743664 = -184383.670959
  nChanged 12
		SP:Iteration 24Q (17207.860000 sec): 3 clusters
  Score: Raw -187891.534100 + Penalty 3487.743664 = -184403.790435
  nChanged 7
		SP:Iteration 25Q (17208.040000 sec): 3 clusters
  Score: Raw -187900.247063 + Penalty 3487.743664 = -184412.503398
  nChanged 1
		SP:Iteration 26Q (17208.190000 sec): 3 clusters
  Score: Raw -187901.043210 + Penalty 3487.743664 = -184413.299545
  nChanged 0
		SP:Iteration 27F (17208.330000 sec): 3 clusters
  Score: Raw -187901.043210 + Penalty 3487.743664 = -184413.299545
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17208.960000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17209.850000 sec): 3 clusters
  Score: Raw -19043957.973927 + Penalty 5708.955617 = -19038249.018310
  nChanged 47096
		SP:Iteration 1F (17210.730000 sec): 3 clusters
  Score: Raw -19070896.691981 + Penalty 5708.955617 = -19065187.736363
  nChanged 3413
		SP:Iteration 2Q (17211.720000 sec): 3 clusters
  Score: Raw -19071899.286378 + Penalty 5708.955617 = -19066190.330761
  nChanged 3887
		SP:Iteration 3Q (17212.710000 sec): 3 clusters
  Score: Raw -19073301.557733 + Penalty 5708.955617 = -19067592.602116
  nChanged 4687
		SP:Iteration 4Q (17213.700000 sec): 3 clusters
  Score: Raw -19075352.424180 + Penalty 5708.955617 = -19069643.468562
  nChanged 5930
		SP:Iteration 5F (17214.580000 sec): 3 clusters
  Score: Raw -19078479.585013 + Penalty 5708.955617 = -19072770.629396
  nChanged 6917
		SP:Iteration 6F (17215.580000 sec): 3 clusters
  Score: Raw -19082751.292690 + Penalty 5708.955617 = -19077042.337072
  nChanged 7303
		SP:Iteration 7F (17216.550000 sec): 3 clusters
  Score: Raw -19087265.431983 + Penalty 5708.955617 = -19081556.476365
  nChanged 6396
		SP:Iteration 8F (17217.400000 sec): 3 clusters
  Score: Raw -19091065.066622 + Penalty 5708.955617 = -19085356.111005
  nChanged 5159
		SP:Iteration 9F (17218.280000 sec): 3 clusters
  Score: Raw -19093881.851744 + Penalty 5708.955617 = -19088172.896126
  nChanged 3968
		SP:Iteration 10Q (17219.220000 sec): 3 clusters
  Score: Raw -19096011.483553 + Penalty 5708.955617 = -19090302.527935
  nChanged 3177
		SP:Iteration 11Q (17220.230000 sec): 3 clusters
  Score: Raw -19097725.770588 + Penalty 5708.955617 = -19092016.814971
  nChanged 2658
		SP:Iteration 12Q (17221.180000 sec): 3 clusters
  Score: Raw -19099179.482746 + Penalty 5708.955617 = -19093470.527129
  nChanged 2403
		SP:Iteration 13Q (17222.170000 sec): 3 clusters
  Score: Raw -19100536.905348 + Penalty 5708.955617 = -19094827.949731
  nChanged 2224
		SP:Iteration 14Q (17223.070000 sec): 3 clusters
  Score: Raw -19101836.894401 + Penalty 5708.955617 = -19096127.938784
  nChanged 1991
		SP:Iteration 15Q (17223.980000 sec): 3 clusters
  Score: Raw -19103003.690189 + Penalty 5708.955617 = -19097294.734571
  nChanged 1766
		SP:Iteration 16Q (17224.830000 sec): 3 clusters
  Score: Raw -19104090.558212 + Penalty 5708.955617 = -19098381.602595
  nChanged 1557
		SP:Iteration 17Q (17225.710000 sec): 3 clusters
  Score: Raw -19105081.561067 + Penalty 5708.955617 = -19099372.605450
  nChanged 1349
		SP:Iteration 18Q (17226.580000 sec): 3 clusters
  Score: Raw -19105995.073618 + Penalty 5708.955617 = -19100286.118001
  nChanged 1040
		SP:Iteration 19Q (17227.380000 sec): 3 clusters
  Score: Raw -19106691.866208 + Penalty 5708.955617 = -19100982.910591
  nChanged 736
		SP:Iteration 20F (17228.200000 sec): 3 clusters
  Score: Raw -19107178.227505 + Penalty 5708.955617 = -19101469.271888
  nChanged 521
		SP:Iteration 21Q (17228.870000 sec): 3 clusters
  Score: Raw -19107513.827739 + Penalty 5708.955617 = -19101804.872122
  nChanged 366
		SP:Iteration 22Q (17229.570000 sec): 3 clusters
  Score: Raw -19107749.039462 + Penalty 5708.955617 = -19102040.083844
  nChanged 258
		SP:Iteration 23Q (17230.300000 sec): 3 clusters
  Score: Raw -19107923.459445 + Penalty 5708.955617 = -19102214.503827
  nChanged 206
		SP:Iteration 24Q (17231.020000 sec): 3 clusters
  Score: Raw -19108057.598439 + Penalty 5708.955617 = -19102348.642821
  nChanged 128
		SP:Iteration 25Q (17231.710000 sec): 3 clusters
  Score: Raw -19108140.955316 + Penalty 5708.955617 = -19102431.999698
  nChanged 100
		SP:Iteration 26Q (17232.530000 sec): 3 clusters
  Score: Raw -19108212.700598 + Penalty 5708.955617 = -19102503.744981
  nChanged 94
		SP:Iteration 27Q (17233.300000 sec): 3 clusters
  Score: Raw -19108282.931729 + Penalty 5708.955617 = -19102573.976111
  nChanged 79
		SP:Iteration 28Q (17234.030000 sec): 3 clusters
  Score: Raw -19108339.776488 + Penalty 5708.955617 = -19102630.820871
  nChanged 59
		SP:Iteration 29Q (17234.860000 sec): 3 clusters
  Score: Raw -19108386.812856 + Penalty 5708.955617 = -19102677.857238
  nChanged 52
		SP:Iteration 30Q (17235.510000 sec): 3 clusters
  Score: Raw -19108428.343752 + Penalty 5708.955617 = -19102719.388134
  nChanged 43
		SP:Iteration 31Q (17236.300000 sec): 3 clusters
  Score: Raw -19108463.007517 + Penalty 5708.955617 = -19102754.051899
  nChanged 40
		SP:Iteration 32Q (17236.980000 sec): 3 clusters
  Score: Raw -19108486.563234 + Penalty 5708.955617 = -19102777.607617
  nChanged 34
		SP:Iteration 33Q (17237.670000 sec): 3 clusters
  Score: Raw -19108507.886394 + Penalty 5708.955617 = -19102798.930776
  nChanged 39
		SP:Iteration 34Q (17238.460000 sec): 3 clusters
  Score: Raw -19108535.360718 + Penalty 5708.955617 = -19102826.405101
  nChanged 32
		SP:Iteration 35Q (17239.130000 sec): 3 clusters
  Score: Raw -19108555.782738 + Penalty 5708.955617 = -19102846.827121
  nChanged 30
		SP:Iteration 36Q (17239.990000 sec): 3 clusters
  Score: Raw -19108572.201608 + Penalty 5708.955617 = -19102863.245991
  nChanged 21
		SP:Iteration 37Q (17240.850000 sec): 3 clusters
  Score: Raw -19108586.330034 + Penalty 5708.955617 = -19102877.374417
  nChanged 20
		SP:Iteration 38Q (17241.760000 sec): 3 clusters
  Score: Raw -19108596.525741 + Penalty 5708.955617 = -19102887.570124
  nChanged 17
		SP:Iteration 39Q (17242.540000 sec): 3 clusters
  Score: Raw -19108606.202743 + Penalty 5708.955617 = -19102897.247126
  nChanged 14
		SP:Iteration 40F (17243.190000 sec): 3 clusters
  Score: Raw -19108614.632371 + Penalty 5708.955617 = -19102905.676753
  nChanged 11
		SP:Iteration 41Q (17243.850000 sec): 3 clusters
  Score: Raw -19108619.802343 + Penalty 5708.955617 = -19102910.846725
  nChanged 11
		SP:Iteration 42Q (17244.580000 sec): 3 clusters
  Score: Raw -19108627.622160 + Penalty 5708.955617 = -19102918.666543
  nChanged 12
		SP:Iteration 43Q (17245.360000 sec): 3 clusters
  Score: Raw -19108635.446951 + Penalty 5708.955617 = -19102926.491334
  nChanged 8
		SP:Iteration 44Q (17246.200000 sec): 3 clusters
  Score: Raw -19108641.400902 + Penalty 5708.955617 = -19102932.445284
  nChanged 13
		SP:Iteration 45Q (17247.020000 sec): 3 clusters
  Score: Raw -19108647.714612 + Penalty 5708.955617 = -19102938.758994
  nChanged 9
		SP:Iteration 46Q (17247.780000 sec): 3 clusters
  Score: Raw -19108652.825209 + Penalty 5708.955617 = -19102943.869591
  nChanged 12
		SP:Iteration 47Q (17248.400000 sec): 3 clusters
  Score: Raw -19108662.412887 + Penalty 5708.955617 = -19102953.457270
  nChanged 16
		SP:Iteration 48Q (17249.020000 sec): 3 clusters
  Score: Raw -19108671.773836 + Penalty 5708.955617 = -19102962.818218
  nChanged 11
		SP:Iteration 49Q (17249.700000 sec): 3 clusters
  Score: Raw -19108678.352811 + Penalty 5708.955617 = -19102969.397193
  nChanged 11
		SP:Iteration 50Q (17250.340000 sec): 3 clusters
  Score: Raw -19108685.438344 + Penalty 5708.955617 = -19102976.482726
  nChanged 9
		SP:Iteration 51Q (17250.920000 sec): 3 clusters
  Score: Raw -19108691.772514 + Penalty 5708.955617 = -19102982.816897
  nChanged 13
		SP:Iteration 52Q (17251.640000 sec): 3 clusters
  Score: Raw -19108700.384814 + Penalty 5708.955617 = -19102991.429197
  nChanged 16
		SP:Iteration 53Q (17252.250000 sec): 3 clusters
  Score: Raw -19108711.946993 + Penalty 5708.955617 = -19103002.991375
  nChanged 18
		SP:Iteration 54Q (17252.900000 sec): 3 clusters
  Score: Raw -19108722.943910 + Penalty 5708.955617 = -19103013.988293
  nChanged 18
		SP:Iteration 55Q (17253.560000 sec): 3 clusters
  Score: Raw -19108735.697476 + Penalty 5708.955617 = -19103026.741859
  nChanged 19
		SP:Iteration 56Q (17254.170000 sec): 3 clusters
  Score: Raw -19108751.998148 + Penalty 5708.955617 = -19103043.042531
  nChanged 20
		SP:Iteration 57Q (17254.820000 sec): 3 clusters
  Score: Raw -19108769.498824 + Penalty 5708.955617 = -19103060.543207
  nChanged 15
		SP:Iteration 58Q (17255.500000 sec): 3 clusters
  Score: Raw -19108779.010864 + Penalty 5708.955617 = -19103070.055246
  nChanged 12
		SP:Iteration 59Q (17256.170000 sec): 3 clusters
  Score: Raw -19108788.248932 + Penalty 5708.955617 = -19103079.293315
  nChanged 17
		SP:Iteration 60F (17256.870000 sec): 3 clusters
  Score: Raw -19108801.555537 + Penalty 5708.955617 = -19103092.599920
  nChanged 15
		SP:Iteration 61Q (17257.530000 sec): 3 clusters
  Score: Raw -19108812.301767 + Penalty 5708.955617 = -19103103.346150
  nChanged 12
		SP:Iteration 62Q (17258.260000 sec): 3 clusters
  Score: Raw -19108819.938424 + Penalty 5708.955617 = -19103110.982806
  nChanged 7
		SP:Iteration 63Q (17258.880000 sec): 3 clusters
  Score: Raw -19108824.129561 + Penalty 5708.955617 = -19103115.173944
  nChanged 6
		SP:Iteration 64Q (17259.560000 sec): 3 clusters
  Score: Raw -19108827.807358 + Penalty 5708.955617 = -19103118.851740
  nChanged 7
		SP:Iteration 65Q (17260.290000 sec): 3 clusters
  Score: Raw -19108832.678839 + Penalty 5708.955617 = -19103123.723221
  nChanged 6
		SP:Iteration 66Q (17261.010000 sec): 3 clusters
  Score: Raw -19108837.670519 + Penalty 5708.955617 = -19103128.714901
  nChanged 9
		SP:Iteration 67Q (17261.680000 sec): 3 clusters
  Score: Raw -19108845.170665 + Penalty 5708.955617 = -19103136.215048
  nChanged 8
		SP:Iteration 68Q (17262.330000 sec): 3 clusters
  Score: Raw -19108850.838711 + Penalty 5708.955617 = -19103141.883094
  nChanged 10
		SP:Iteration 69Q (17263.000000 sec): 3 clusters
  Score: Raw -19108857.387356 + Penalty 5708.955617 = -19103148.431738
  nChanged 12
		SP:Iteration 70Q (17263.640000 sec): 3 clusters
  Score: Raw -19108864.920158 + Penalty 5708.955617 = -19103155.964541
  nChanged 5
		SP:Iteration 71Q (17264.320000 sec): 3 clusters
  Score: Raw -19108867.792605 + Penalty 5708.955617 = -19103158.836988
  nChanged 4
		SP:Iteration 72Q (17265.000000 sec): 3 clusters
  Score: Raw -19108870.322216 + Penalty 5708.955617 = -19103161.366599
  nChanged 2
		SP:Iteration 73Q (17265.660000 sec): 3 clusters
  Score: Raw -19108871.578639 + Penalty 5708.955617 = -19103162.623021
  nChanged 4
		SP:Iteration 74Q (17266.280000 sec): 3 clusters
  Score: Raw -19108873.833371 + Penalty 5708.955617 = -19103164.877754
  nChanged 1
		SP:Iteration 75Q (17267.040000 sec): 3 clusters
  Score: Raw -19108874.211817 + Penalty 5708.955617 = -19103165.256199
  nChanged 3
		SP:Iteration 76Q (17267.650000 sec): 3 clusters
  Score: Raw -19108875.713539 + Penalty 5708.955617 = -19103166.757922
  nChanged 2
		SP:Iteration 77Q (17268.320000 sec): 3 clusters
  Score: Raw -19108876.911026 + Penalty 5708.955617 = -19103167.955408
  nChanged 2
		SP:Iteration 78Q (17269.210000 sec): 3 clusters
  Score: Raw -19108877.959134 + Penalty 5708.955617 = -19103169.003517
  nChanged 0
		SP:Iteration 79F (17270.040000 sec): 3 clusters
  Score: Raw -19108877.959134 + Penalty 5708.955617 = -19103169.003517
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17270.100000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17270.260000 sec): 3 clusters
  Score: Raw -50628.145947 + Penalty 2829.076107 = -47799.069840
  nChanged 43
		SP:Iteration 1F (17270.420000 sec): 3 clusters
  Score: Raw -50751.028502 + Penalty 2829.076107 = -47921.952395
  nChanged 6
		SP:Iteration 2Q (17270.620000 sec): 3 clusters
  Score: Raw -50786.940120 + Penalty 2829.076107 = -47957.864013
  nChanged 5
		SP:Iteration 3Q (17270.750000 sec): 3 clusters
  Score: Raw -50804.022451 + Penalty 2829.076107 = -47974.946343
  nChanged 2
		SP:Iteration 4Q (17270.900000 sec): 3 clusters
  Score: Raw -50812.393183 + Penalty 2829.076107 = -47983.317076
  nChanged 1
		SP:Iteration 5Q (17271.060000 sec): 3 clusters
  Score: Raw -50815.681161 + Penalty 2829.076107 = -47986.605054
  nChanged 1
		SP:Iteration 6Q (17271.230000 sec): 3 clusters
  Score: Raw -50818.326582 + Penalty 2829.076107 = -47989.250475
  nChanged 1
		SP:Iteration 7Q (17271.390000 sec): 3 clusters
  Score: Raw -50825.144605 + Penalty 2829.076107 = -47996.068497
  nChanged 2
		SP:Iteration 8Q (17271.550000 sec): 3 clusters
  Score: Raw -50830.966598 + Penalty 2829.076107 = -48001.890490
  nChanged 0
		SP:Iteration 9F (17271.720000 sec): 3 clusters
  Score: Raw -50830.966598 + Penalty 2829.076107 = -48001.890490
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17271.800000 sec): 2 clusters
  Score: Raw -27221.855790 + Penalty 1286.471680 = -25935.384110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17271.960000 sec): 3 clusters
  Score: Raw -27477.644688 + Penalty 2572.943360 = -24904.701328
  nChanged 23
		SP:Iteration 1F (17272.070000 sec): 3 clusters
  Score: Raw -27619.874072 + Penalty 2572.943360 = -25046.930712
  nChanged 2
		SP:Iteration 2Q (17272.180000 sec): 3 clusters
  Score: Raw -27630.609007 + Penalty 2572.943360 = -25057.665647
  nChanged 2
		SP:Iteration 3Q (17272.300000 sec): 3 clusters
  Score: Raw -27645.011756 + Penalty 2572.943360 = -25072.068397
  nChanged 1
		SP:Iteration 4Q (17272.440000 sec): 3 clusters
  Score: Raw -27649.201083 + Penalty 2572.943360 = -25076.257723
  nChanged 0
		SP:Iteration 5F (17272.600000 sec): 3 clusters
  Score: Raw -27649.201083 + Penalty 2572.943360 = -25076.257723
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17272.690000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17272.840000 sec): 3 clusters
  Score: Raw -83571.757250 + Penalty 3097.106783 = -80474.650467
  nChanged 93
		SP:Iteration 1F (17273.000000 sec): 3 clusters
  Score: Raw -83736.808489 + Penalty 3097.106783 = -80639.701706
  nChanged 32
		SP:Iteration 2F (17273.170000 sec): 3 clusters
  Score: Raw -83847.826524 + Penalty 3097.106783 = -80750.719741
  nChanged 16
		SP:Iteration 3Q (17273.330000 sec): 3 clusters
  Score: Raw -83913.044647 + Penalty 3097.106783 = -80815.937865
  nChanged 16
		SP:Iteration 4Q (17273.500000 sec): 3 clusters
  Score: Raw -83957.324146 + Penalty 3097.106783 = -80860.217363
  nChanged 7
		SP:Iteration 5Q (17273.670000 sec): 3 clusters
  Score: Raw -83983.893638 + Penalty 3097.106783 = -80886.786855
  nChanged 6
		SP:Iteration 6Q (17273.820000 sec): 3 clusters
  Score: Raw -83997.479465 + Penalty 3097.106783 = -80900.372683
  nChanged 4
		SP:Iteration 7Q (17273.980000 sec): 3 clusters
  Score: Raw -84004.470217 + Penalty 3097.106783 = -80907.363434
  nChanged 1
		SP:Iteration 8Q (17274.140000 sec): 3 clusters
  Score: Raw -84006.718451 + Penalty 3097.106783 = -80909.611668
  nChanged 1
		SP:Iteration 9Q (17274.300000 sec): 3 clusters
  Score: Raw -84007.906604 + Penalty 3097.106783 = -80910.799821
  nChanged 0
		SP:Iteration 10F (17274.460000 sec): 3 clusters
  Score: Raw -84007.906604 + Penalty 3097.106783 = -80910.799821
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17274.540000 sec): 2 clusters
  Score: Raw -152129.307592 + Penalty 1692.714089 = -150436.593503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17274.700000 sec): 3 clusters
  Score: Raw -151999.245543 + Penalty 3385.428178 = -148613.817365
  nChanged 257
		SP:Iteration 1F (17274.880000 sec): 3 clusters
  Score: Raw -152329.304734 + Penalty 3385.428178 = -148943.876556
  nChanged 75
		SP:Iteration 2F (17275.030000 sec): 3 clusters
  Score: Raw -152462.308758 + Penalty 3385.428178 = -149076.880580
  nChanged 51
		SP:Iteration 3F (17275.190000 sec): 3 clusters
  Score: Raw -152569.690125 + Penalty 3385.428178 = -149184.261947
  nChanged 37
		SP:Iteration 4Q (17275.340000 sec): 3 clusters
  Score: Raw -152622.367221 + Penalty 3385.428178 = -149236.939043
  nChanged 24
		SP:Iteration 5Q (17275.510000 sec): 3 clusters
  Score: Raw -152656.275688 + Penalty 3385.428178 = -149270.847510
  nChanged 19
		SP:Iteration 6Q (17275.670000 sec): 3 clusters
  Score: Raw -152674.789764 + Penalty 3385.428178 = -149289.361586
  nChanged 13
		SP:Iteration 7Q (17275.830000 sec): 3 clusters
  Score: Raw -152697.127723 + Penalty 3385.428178 = -149311.699545
  nChanged 17
		SP:Iteration 8Q (17276.000000 sec): 3 clusters
  Score: Raw -152731.642643 + Penalty 3385.428178 = -149346.214465
  nChanged 20
		SP:Iteration 9Q (17276.160000 sec): 3 clusters
  Score: Raw -152782.520690 + Penalty 3385.428178 = -149397.092512
  nChanged 16
		SP:Iteration 10Q (17276.300000 sec): 3 clusters
  Score: Raw -152819.194245 + Penalty 3385.428178 = -149433.766067
  nChanged 11
		SP:Iteration 11Q (17276.400000 sec): 3 clusters
  Score: Raw -152839.978705 + Penalty 3385.428178 = -149454.550527
  nChanged 8
		SP:Iteration 12Q (17276.550000 sec): 3 clusters
  Score: Raw -152860.688461 + Penalty 3385.428178 = -149475.260283
  nChanged 9
		SP:Iteration 13Q (17276.650000 sec): 3 clusters
  Score: Raw -152878.458659 + Penalty 3385.428178 = -149493.030481
  nChanged 5
		SP:Iteration 14Q (17276.790000 sec): 3 clusters
  Score: Raw -152887.564319 + Penalty 3385.428178 = -149502.136141
  nChanged 4
		SP:Iteration 15Q (17276.940000 sec): 3 clusters
  Score: Raw -152897.653496 + Penalty 3385.428178 = -149512.225318
  nChanged 4
		SP:Iteration 16Q (17277.090000 sec): 3 clusters
  Score: Raw -152903.948817 + Penalty 3385.428178 = -149518.520639
  nChanged 5
		SP:Iteration 17Q (17277.240000 sec): 3 clusters
  Score: Raw -152912.403084 + Penalty 3385.428178 = -149526.974906
  nChanged 6
		SP:Iteration 18Q (17277.380000 sec): 3 clusters
  Score: Raw -152928.552203 + Penalty 3385.428178 = -149543.124025
  nChanged 8
		SP:Iteration 19Q (17277.520000 sec): 3 clusters
  Score: Raw -152951.226839 + Penalty 3385.428178 = -149565.798661
  nChanged 8
		SP:Iteration 20F (17277.660000 sec): 3 clusters
  Score: Raw -152978.529640 + Penalty 3385.428178 = -149593.101462
  nChanged 10
		SP:Iteration 21Q (17277.800000 sec): 3 clusters
  Score: Raw -153020.273412 + Penalty 3385.428178 = -149634.845234
  nChanged 14
		SP:Iteration 22Q (17277.970000 sec): 3 clusters
  Score: Raw -153084.686290 + Penalty 3385.428178 = -149699.258112
  nChanged 14
		SP:Iteration 23Q (17278.070000 sec): 3 clusters
  Score: Raw -153135.374026 + Penalty 3385.428178 = -149749.945848
  nChanged 8
		SP:Iteration 24Q (17278.240000 sec): 3 clusters
  Score: Raw -153159.509856 + Penalty 3385.428178 = -149774.081678
  nChanged 7
		SP:Iteration 25Q (17278.400000 sec): 3 clusters
  Score: Raw -153185.768171 + Penalty 3385.428178 = -149800.339993
  nChanged 9
		SP:Iteration 26Q (17278.560000 sec): 3 clusters
  Score: Raw -153231.291850 + Penalty 3385.428178 = -149845.863672
  nChanged 16
		SP:Iteration 27Q (17278.730000 sec): 3 clusters
  Score: Raw -153280.620718 + Penalty 3385.428178 = -149895.192540
  nChanged 11
		SP:Iteration 28Q (17278.890000 sec): 3 clusters
  Score: Raw -153319.132558 + Penalty 3385.428178 = -149933.704380
  nChanged 10
		SP:Iteration 29Q (17279.060000 sec): 3 clusters
  Score: Raw -153354.118490 + Penalty 3385.428178 = -149968.690312
  nChanged 9
		SP:Iteration 30Q (17279.230000 sec): 3 clusters
  Score: Raw -153395.475114 + Penalty 3385.428178 = -150010.046936
  nChanged 10
		SP:Iteration 31Q (17279.390000 sec): 3 clusters
  Score: Raw -153427.620194 + Penalty 3385.428178 = -150042.192016
  nChanged 12
		SP:Iteration 32Q (17279.520000 sec): 3 clusters
  Score: Raw -153448.072762 + Penalty 3385.428178 = -150062.644584
  nChanged 7
		SP:Iteration 33Q (17279.690000 sec): 3 clusters
  Score: Raw -153460.684815 + Penalty 3385.428178 = -150075.256637
  nChanged 7
		SP:Iteration 34Q (17279.850000 sec): 3 clusters
  Score: Raw -153478.116006 + Penalty 3385.428178 = -150092.687828
  nChanged 8
		SP:Iteration 35Q (17280.010000 sec): 3 clusters
  Score: Raw -153495.987701 + Penalty 3385.428178 = -150110.559523
  nChanged 6
		SP:Iteration 36Q (17280.180000 sec): 3 clusters
  Score: Raw -153507.319046 + Penalty 3385.428178 = -150121.890868
  nChanged 7
		SP:Iteration 37Q (17280.340000 sec): 3 clusters
  Score: Raw -153523.545232 + Penalty 3385.428178 = -150138.117054
  nChanged 5
		SP:Iteration 38Q (17280.530000 sec): 3 clusters
  Score: Raw -153536.836723 + Penalty 3385.428178 = -150151.408545
  nChanged 6
		SP:Iteration 39Q (17280.670000 sec): 3 clusters
  Score: Raw -153550.260570 + Penalty 3385.428178 = -150164.832392
  nChanged 3
		SP:Iteration 40F (17280.840000 sec): 3 clusters
  Score: Raw -153567.166611 + Penalty 3385.428178 = -150181.738433
  nChanged 3
		SP:Iteration 41Q (17280.980000 sec): 3 clusters
  Score: Raw -153578.522924 + Penalty 3385.428178 = -150193.094746
  nChanged 4
		SP:Iteration 42Q (17281.120000 sec): 3 clusters
  Score: Raw -153589.808544 + Penalty 3385.428178 = -150204.380366
  nChanged 6
		SP:Iteration 43Q (17281.270000 sec): 3 clusters
  Score: Raw -153610.312013 + Penalty 3385.428178 = -150224.883835
  nChanged 4
		SP:Iteration 44Q (17281.420000 sec): 3 clusters
  Score: Raw -153618.505608 + Penalty 3385.428178 = -150233.077430
  nChanged 3
		SP:Iteration 45Q (17281.560000 sec): 3 clusters
  Score: Raw -153623.408412 + Penalty 3385.428178 = -150237.980234
  nChanged 1
		SP:Iteration 46Q (17281.710000 sec): 3 clusters
  Score: Raw -153626.769282 + Penalty 3385.428178 = -150241.341104
  nChanged 2
		SP:Iteration 47Q (17281.880000 sec): 3 clusters
  Score: Raw -153631.073813 + Penalty 3385.428178 = -150245.645635
  nChanged 5
		SP:Iteration 48Q (17282.060000 sec): 3 clusters
  Score: Raw -153641.852602 + Penalty 3385.428178 = -150256.424424
  nChanged 1
		SP:Iteration 49Q (17282.230000 sec): 3 clusters
  Score: Raw -153642.940325 + Penalty 3385.428178 = -150257.512147
  nChanged 1
		SP:Iteration 50Q (17282.380000 sec): 3 clusters
  Score: Raw -153644.398790 + Penalty 3385.428178 = -150258.970612
  nChanged 1
		SP:Iteration 51Q (17282.540000 sec): 3 clusters
  Score: Raw -153646.883727 + Penalty 3385.428178 = -150261.455549
  nChanged 4
		SP:Iteration 52Q (17282.710000 sec): 3 clusters
  Score: Raw -153657.419647 + Penalty 3385.428178 = -150271.991469
  nChanged 5
		SP:Iteration 53Q (17282.870000 sec): 3 clusters
  Score: Raw -153665.573889 + Penalty 3385.428178 = -150280.145711
  nChanged 5
		SP:Iteration 54Q (17283.040000 sec): 3 clusters
  Score: Raw -153675.927527 + Penalty 3385.428178 = -150290.499349
  nChanged 4
		SP:Iteration 55Q (17283.200000 sec): 3 clusters
  Score: Raw -153686.139820 + Penalty 3385.428178 = -150300.711642
  nChanged 3
		SP:Iteration 56Q (17283.360000 sec): 3 clusters
  Score: Raw -153693.442200 + Penalty 3385.428178 = -150308.014022
  nChanged 4
		SP:Iteration 57Q (17283.520000 sec): 3 clusters
  Score: Raw -153706.230776 + Penalty 3385.428178 = -150320.802598
  nChanged 5
		SP:Iteration 58Q (17283.640000 sec): 3 clusters
  Score: Raw -153718.771602 + Penalty 3385.428178 = -150333.343424
  nChanged 9
		SP:Iteration 59Q (17283.780000 sec): 3 clusters
  Score: Raw -153747.152745 + Penalty 3385.428178 = -150361.724567
  nChanged 11
		SP:Iteration 60F (17283.910000 sec): 3 clusters
  Score: Raw -153772.095012 + Penalty 3385.428178 = -150386.666834
  nChanged 10
		SP:Iteration 61Q (17284.070000 sec): 3 clusters
  Score: Raw -153797.046122 + Penalty 3385.428178 = -150411.617944
  nChanged 10
		SP:Iteration 62Q (17284.230000 sec): 3 clusters
  Score: Raw -153822.011756 + Penalty 3385.428178 = -150436.583578
  nChanged 10
		SP:Iteration 63Q (17284.400000 sec): 3 clusters
  Score: Raw -153843.670436 + Penalty 3385.428178 = -150458.242258
  nChanged 5
		SP:Iteration 64Q (17284.560000 sec): 3 clusters
  Score: Raw -153855.868803 + Penalty 3385.428178 = -150470.440625
  nChanged 1
		SP:Iteration 65Q (17284.720000 sec): 3 clusters
  Score: Raw -153857.263606 + Penalty 3385.428178 = -150471.835428
  nChanged 3
		SP:Iteration 66Q (17284.890000 sec): 3 clusters
  Score: Raw -153862.181238 + Penalty 3385.428178 = -150476.753060
  nChanged 2
		SP:Iteration 67Q (17285.040000 sec): 3 clusters
  Score: Raw -153866.340324 + Penalty 3385.428178 = -150480.912146
  nChanged 5
		SP:Iteration 68Q (17285.220000 sec): 3 clusters
  Score: Raw -153880.009193 + Penalty 3385.428178 = -150494.581015
  nChanged 4
		SP:Iteration 69Q (17285.340000 sec): 3 clusters
  Score: Raw -153888.148753 + Penalty 3385.428178 = -150502.720575
  nChanged 1
		SP:Iteration 70Q (17285.500000 sec): 3 clusters
  Score: Raw -153891.000800 + Penalty 3385.428178 = -150505.572622
  nChanged 2
		SP:Iteration 71Q (17285.660000 sec): 3 clusters
  Score: Raw -153898.507151 + Penalty 3385.428178 = -150513.078973
  nChanged 1
		SP:Iteration 72Q (17285.820000 sec): 3 clusters
  Score: Raw -153900.472388 + Penalty 3385.428178 = -150515.044210
  nChanged 0
		SP:Iteration 73F (17285.980000 sec): 3 clusters
  Score: Raw -153900.472388 + Penalty 3385.428178 = -150515.044210
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 10.
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17286.060000 sec): 2 clusters
  Score: Raw -44326.406439 + Penalty 1460.441734 = -42865.964705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17286.220000 sec): 3 clusters
  Score: Raw -44525.960476 + Penalty 2920.883467 = -41605.077009
  nChanged 72
		SP:Iteration 1F (17286.380000 sec): 3 clusters
  Score: Raw -44687.877629 + Penalty 2920.883467 = -41766.994162
  nChanged 31
		SP:Iteration 2F (17286.560000 sec): 3 clusters
  Score: Raw -44803.463486 + Penalty 2920.883467 = -41882.580018
  nChanged 16
		SP:Iteration 3Q (17286.730000 sec): 3 clusters
  Score: Raw -44852.752939 + Penalty 2920.883467 = -41931.869472
  nChanged 8
		SP:Iteration 4Q (17286.900000 sec): 3 clusters
  Score: Raw -44890.613140 + Penalty 2920.883467 = -41969.729672
  nChanged 4
		SP:Iteration 5Q (17287.040000 sec): 3 clusters
  Score: Raw -44902.075471 + Penalty 2920.883467 = -41981.192004
  nChanged 0
		SP:Iteration 6F (17287.200000 sec): 3 clusters
  Score: Raw -44902.075471 + Penalty 2920.883467 = -41981.192004
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17287.380000 sec): 2 clusters
  Score: Raw -2764161.657894 + Penalty 2402.532214 = -2761759.125680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17287.670000 sec): 3 clusters
  Score: Raw -2754982.230387 + Penalty 4805.064428 = -2750177.165959
  nChanged 6931
		SP:Iteration 1F (17287.950000 sec): 3 clusters
  Score: Raw -2758757.861562 + Penalty 4805.064428 = -2753952.797135
  nChanged 944
		SP:Iteration 2F (17288.210000 sec): 3 clusters
  Score: Raw -2759180.714270 + Penalty 4805.064428 = -2754375.649842
  nChanged 843
		SP:Iteration 3F (17288.480000 sec): 3 clusters
  Score: Raw -2759520.556756 + Penalty 4805.064428 = -2754715.492329
  nChanged 695
		SP:Iteration 4Q (17288.800000 sec): 3 clusters
  Score: Raw -2759807.672735 + Penalty 4805.064428 = -2755002.608307
  nChanged 606
		SP:Iteration 5Q (17289.060000 sec): 3 clusters
  Score: Raw -2760069.188221 + Penalty 4805.064428 = -2755264.123793
  nChanged 623
		SP:Iteration 6Q (17289.380000 sec): 3 clusters
  Score: Raw -2760365.819249 + Penalty 4805.064428 = -2755560.754822
  nChanged 652
		SP:Iteration 7Q (17289.660000 sec): 3 clusters
  Score: Raw -2760692.898851 + Penalty 4805.064428 = -2755887.834423
  nChanged 668
		SP:Iteration 8Q (17289.970000 sec): 3 clusters
  Score: Raw -2761081.536163 + Penalty 4805.064428 = -2756276.471736
  nChanged 733
		SP:Iteration 9Q (17290.220000 sec): 3 clusters
  Score: Raw -2761567.367643 + Penalty 4805.064428 = -2756762.303215
  nChanged 802
		SP:Iteration 10Q (17290.520000 sec): 3 clusters
  Score: Raw -2762169.070767 + Penalty 4805.064428 = -2757364.006339
  nChanged 757
		SP:Iteration 11Q (17290.800000 sec): 3 clusters
  Score: Raw -2762771.006901 + Penalty 4805.064428 = -2757965.942473
  nChanged 638
		SP:Iteration 12Q (17291.080000 sec): 3 clusters
  Score: Raw -2763275.612119 + Penalty 4805.064428 = -2758470.547691
  nChanged 472
		SP:Iteration 13Q (17291.340000 sec): 3 clusters
  Score: Raw -2763664.355124 + Penalty 4805.064428 = -2758859.290697
  nChanged 338
		SP:Iteration 14Q (17291.630000 sec): 3 clusters
  Score: Raw -2763961.571359 + Penalty 4805.064428 = -2759156.506931
  nChanged 223
		SP:Iteration 15Q (17291.900000 sec): 3 clusters
  Score: Raw -2764159.078385 + Penalty 4805.064428 = -2759354.013958
  nChanged 127
		SP:Iteration 16Q (17292.140000 sec): 3 clusters
  Score: Raw -2764263.022880 + Penalty 4805.064428 = -2759457.958452
  nChanged 86
		SP:Iteration 17Q (17292.380000 sec): 3 clusters
  Score: Raw -2764340.624177 + Penalty 4805.064428 = -2759535.559749
  nChanged 65
		SP:Iteration 18Q (17292.620000 sec): 3 clusters
  Score: Raw -2764399.019676 + Penalty 4805.064428 = -2759593.955248
  nChanged 47
		SP:Iteration 19Q (17292.870000 sec): 3 clusters
  Score: Raw -2764439.090879 + Penalty 4805.064428 = -2759634.026451
  nChanged 36
		SP:Iteration 20F (17293.160000 sec): 3 clusters
  Score: Raw -2764473.507642 + Penalty 4805.064428 = -2759668.443214
  nChanged 24
		SP:Iteration 21Q (17293.370000 sec): 3 clusters
  Score: Raw -2764496.245497 + Penalty 4805.064428 = -2759691.181069
  nChanged 22
		SP:Iteration 22Q (17293.600000 sec): 3 clusters
  Score: Raw -2764517.210624 + Penalty 4805.064428 = -2759712.146196
  nChanged 14
		SP:Iteration 23Q (17293.850000 sec): 3 clusters
  Score: Raw -2764531.092146 + Penalty 4805.064428 = -2759726.027718
  nChanged 13
		SP:Iteration 24Q (17294.060000 sec): 3 clusters
  Score: Raw -2764542.985101 + Penalty 4805.064428 = -2759737.920673
  nChanged 4
		SP:Iteration 25Q (17294.330000 sec): 3 clusters
  Score: Raw -2764545.464946 + Penalty 4805.064428 = -2759740.400519
  nChanged 2
		SP:Iteration 26Q (17294.590000 sec): 3 clusters
  Score: Raw -2764546.864948 + Penalty 4805.064428 = -2759741.800520
  nChanged 3
		SP:Iteration 27Q (17294.880000 sec): 3 clusters
  Score: Raw -2764549.424015 + Penalty 4805.064428 = -2759744.359587
  nChanged 4
		SP:Iteration 28Q (17295.120000 sec): 3 clusters
  Score: Raw -2764554.661317 + Penalty 4805.064428 = -2759749.596890
  nChanged 4
		SP:Iteration 29Q (17295.400000 sec): 3 clusters
  Score: Raw -2764559.634417 + Penalty 4805.064428 = -2759754.569990
  nChanged 3
		SP:Iteration 30Q (17295.640000 sec): 3 clusters
  Score: Raw -2764561.711858 + Penalty 4805.064428 = -2759756.647430
  nChanged 2
		SP:Iteration 31Q (17295.920000 sec): 3 clusters
  Score: Raw -2764563.238561 + Penalty 4805.064428 = -2759758.174134
  nChanged 1
		SP:Iteration 32Q (17296.100000 sec): 3 clusters
  Score: Raw -2764564.267727 + Penalty 4805.064428 = -2759759.203299
  nChanged 0
		SP:Iteration 33F (17296.390000 sec): 3 clusters
  Score: Raw -2764564.267727 + Penalty 4805.064428 = -2759759.203299
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17296.520000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17296.640000 sec): 3 clusters
  Score: Raw -19108.707854 + Penalty 2690.775209 = -16417.932645
  nChanged 42
		SP:Iteration 1F (17296.790000 sec): 3 clusters
  Score: Raw -19288.123343 + Penalty 2690.775209 = -16597.348134
  nChanged 11
		SP:Iteration 2Q (17296.950000 sec): 3 clusters
  Score: Raw -19334.795408 + Penalty 2690.775209 = -16644.020200
  nChanged 2
		SP:Iteration 3Q (17297.160000 sec): 3 clusters
  Score: Raw -19353.649294 + Penalty 2690.775209 = -16662.874085
  nChanged 3
		SP:Iteration 4Q (17297.300000 sec): 3 clusters
  Score: Raw -19371.437172 + Penalty 2690.775209 = -16680.661963
  nChanged 0
		SP:Iteration 5F (17297.450000 sec): 3 clusters
  Score: Raw -19371.437172 + Penalty 2690.775209 = -16680.661963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17297.530000 sec): 2 clusters
  Score: Raw -28955.396903 + Penalty 1348.643669 = -27606.753234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17297.690000 sec): 3 clusters
  Score: Raw -29370.790206 + Penalty 2697.287337 = -26673.502869
  nChanged 49
		SP:Iteration 1F (17297.850000 sec): 3 clusters
  Score: Raw -29799.239193 + Penalty 2697.287337 = -27101.951856
  nChanged 23
		SP:Iteration 2F (17298.010000 sec): 3 clusters
  Score: Raw -30109.357173 + Penalty 2697.287337 = -27412.069836
  nChanged 8
		SP:Iteration 3Q (17298.170000 sec): 3 clusters
  Score: Raw -30198.959456 + Penalty 2697.287337 = -27501.672118
  nChanged 4
		SP:Iteration 4Q (17298.330000 sec): 3 clusters
  Score: Raw -30273.928921 + Penalty 2697.287337 = -27576.641584
  nChanged 1
		SP:Iteration 5Q (17298.500000 sec): 3 clusters
  Score: Raw -30286.892070 + Penalty 2697.287337 = -27589.604733
  nChanged 1
		SP:Iteration 6Q (17298.680000 sec): 3 clusters
  Score: Raw -30312.308349 + Penalty 2697.287337 = -27615.021011
  nChanged 0
		SP:Iteration 7F (17298.820000 sec): 3 clusters
  Score: Raw -30312.308349 + Penalty 2697.287337 = -27615.021011
  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 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17298.900000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17299.040000 sec): 3 clusters
  Score: Raw -72003.545201 + Penalty 2992.410766 = -69011.134435
  nChanged 53
		SP:Iteration 1F (17299.190000 sec): 3 clusters
  Score: Raw -72124.046213 + Penalty 2992.410766 = -69131.635447
  nChanged 21
		SP:Iteration 2F (17299.350000 sec): 3 clusters
  Score: Raw -72177.651258 + Penalty 2992.410766 = -69185.240492
  nChanged 8
		SP:Iteration 3Q (17299.500000 sec): 3 clusters
  Score: Raw -72200.536267 + Penalty 2992.410766 = -69208.125501
  nChanged 4
		SP:Iteration 4Q (17299.660000 sec): 3 clusters
  Score: Raw -72211.643351 + Penalty 2992.410766 = -69219.232585
  nChanged 2
		SP:Iteration 5Q (17299.860000 sec): 3 clusters
  Score: Raw -72219.884483 + Penalty 2992.410766 = -69227.473717
  nChanged 1
		SP:Iteration 6Q (17299.960000 sec): 3 clusters
  Score: Raw -72221.489816 + Penalty 2992.410766 = -69229.079050
  nChanged 0
		SP:Iteration 7F (17300.130000 sec): 3 clusters
  Score: Raw -72221.489816 + Penalty 2992.410766 = -69229.079050
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17300.340000 sec): 2 clusters
  Score: Raw -3700563.305464 + Penalty 2469.601467 = -3698093.703997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17300.650000 sec): 3 clusters
  Score: Raw -3688279.612735 + Penalty 4939.202933 = -3683340.409801
  nChanged 9309
		SP:Iteration 1F (17300.880000 sec): 3 clusters
  Score: Raw -3693314.985854 + Penalty 4939.202933 = -3688375.782920
  nChanged 1162
		SP:Iteration 2F (17301.200000 sec): 3 clusters
  Score: Raw -3693797.897891 + Penalty 4939.202933 = -3688858.694958
  nChanged 1012
		SP:Iteration 3Q (17301.540000 sec): 3 clusters
  Score: Raw -3694255.444476 + Penalty 4939.202933 = -3689316.241543
  nChanged 1002
		SP:Iteration 4Q (17301.830000 sec): 3 clusters
  Score: Raw -3694726.424952 + Penalty 4939.202933 = -3689787.222019
  nChanged 965
		SP:Iteration 5Q (17302.130000 sec): 3 clusters
  Score: Raw -3695230.413849 + Penalty 4939.202933 = -3690291.210916
  nChanged 979
		SP:Iteration 6Q (17302.460000 sec): 3 clusters
  Score: Raw -3695726.719053 + Penalty 4939.202933 = -3690787.516120
  nChanged 937
		SP:Iteration 7Q (17302.780000 sec): 3 clusters
  Score: Raw -3696150.215524 + Penalty 4939.202933 = -3691211.012591
  nChanged 880
		SP:Iteration 8Q (17303.120000 sec): 3 clusters
  Score: Raw -3696535.719838 + Penalty 4939.202933 = -3691596.516904
  nChanged 803
		SP:Iteration 9Q (17303.430000 sec): 3 clusters
  Score: Raw -3696851.156549 + Penalty 4939.202933 = -3691911.953615
  nChanged 701
		SP:Iteration 10Q (17303.710000 sec): 3 clusters
  Score: Raw -3697121.960390 + Penalty 4939.202933 = -3692182.757457
  nChanged 635
		SP:Iteration 11Q (17304.050000 sec): 3 clusters
  Score: Raw -3697360.912896 + Penalty 4939.202933 = -3692421.709962
  nChanged 536
		SP:Iteration 12Q (17304.390000 sec): 3 clusters
  Score: Raw -3697551.356640 + Penalty 4939.202933 = -3692612.153706
  nChanged 472
		SP:Iteration 13Q (17304.660000 sec): 3 clusters
  Score: Raw -3697696.191185 + Penalty 4939.202933 = -3692756.988252
  nChanged 400
		SP:Iteration 14Q (17304.940000 sec): 3 clusters
  Score: Raw -3697826.649582 + Penalty 4939.202933 = -3692887.446649
  nChanged 358
		SP:Iteration 15Q (17305.240000 sec): 3 clusters
  Score: Raw -3697937.989224 + Penalty 4939.202933 = -3692998.786290
  nChanged 338
		SP:Iteration 16Q (17305.590000 sec): 3 clusters
  Score: Raw -3698037.441500 + Penalty 4939.202933 = -3693098.238567
  nChanged 312
		SP:Iteration 17Q (17305.900000 sec): 3 clusters
  Score: Raw -3698124.593006 + Penalty 4939.202933 = -3693185.390072
  nChanged 271
		SP:Iteration 18Q (17306.210000 sec): 3 clusters
  Score: Raw -3698197.174521 + Penalty 4939.202933 = -3693257.971588
  nChanged 301
		SP:Iteration 19Q (17306.560000 sec): 3 clusters
  Score: Raw -3698295.979600 + Penalty 4939.202933 = -3693356.776666
  nChanged 315
		SP:Iteration 20F (17306.810000 sec): 3 clusters
  Score: Raw -3698398.435778 + Penalty 4939.202933 = -3693459.232845
  nChanged 327
		SP:Iteration 21Q (17307.150000 sec): 3 clusters
  Score: Raw -3698498.241406 + Penalty 4939.202933 = -3693559.038472
  nChanged 313
		SP:Iteration 22Q (17307.460000 sec): 3 clusters
  Score: Raw -3698610.679443 + Penalty 4939.202933 = -3693671.476510
  nChanged 368
		SP:Iteration 23Q (17307.770000 sec): 3 clusters
  Score: Raw -3698753.735372 + Penalty 4939.202933 = -3693814.532439
  nChanged 372
		SP:Iteration 24Q (17308.070000 sec): 3 clusters
  Score: Raw -3698900.849732 + Penalty 4939.202933 = -3693961.646799
  nChanged 394
		SP:Iteration 25Q (17308.370000 sec): 3 clusters
  Score: Raw -3699068.415862 + Penalty 4939.202933 = -3694129.212928
  nChanged 410
		SP:Iteration 26Q (17308.660000 sec): 3 clusters
  Score: Raw -3699255.958909 + Penalty 4939.202933 = -3694316.755975
  nChanged 440
		SP:Iteration 27Q (17308.970000 sec): 3 clusters
  Score: Raw -3699501.306413 + Penalty 4939.202933 = -3694562.103479
  nChanged 450
		SP:Iteration 28Q (17309.300000 sec): 3 clusters
  Score: Raw -3699781.951156 + Penalty 4939.202933 = -3694842.748222
  nChanged 399
		SP:Iteration 29Q (17309.600000 sec): 3 clusters
  Score: Raw -3700017.553881 + Penalty 4939.202933 = -3695078.350948
  nChanged 375
		SP:Iteration 30Q (17309.890000 sec): 3 clusters
  Score: Raw -3700224.633624 + Penalty 4939.202933 = -3695285.430691
  nChanged 300
		SP:Iteration 31Q (17310.240000 sec): 3 clusters
  Score: Raw -3700394.967200 + Penalty 4939.202933 = -3695455.764267
  nChanged 288
		SP:Iteration 32Q (17310.520000 sec): 3 clusters
  Score: Raw -3700561.372042 + Penalty 4939.202933 = -3695622.169108
  nChanged 267
		SP:Iteration 33Q (17310.750000 sec): 3 clusters
  Score: Raw -3700725.449147 + Penalty 4939.202933 = -3695786.246213
  nChanged 244
		SP:Iteration 34Q (17311.060000 sec): 3 clusters
  Score: Raw -3700891.725862 + Penalty 4939.202933 = -3695952.522928
  nChanged 192
		SP:Iteration 35Q (17311.360000 sec): 3 clusters
  Score: Raw -3701015.794497 + Penalty 4939.202933 = -3696076.591563
  nChanged 163
		SP:Iteration 36Q (17311.650000 sec): 3 clusters
  Score: Raw -3701124.915929 + Penalty 4939.202933 = -3696185.712995
  nChanged 127
		SP:Iteration 37Q (17312.020000 sec): 3 clusters
  Score: Raw -3701208.005384 + Penalty 4939.202933 = -3696268.802451
  nChanged 103
		SP:Iteration 38Q (17312.300000 sec): 3 clusters
  Score: Raw -3701266.309088 + Penalty 4939.202933 = -3696327.106155
  nChanged 89
		SP:Iteration 39Q (17312.600000 sec): 3 clusters
  Score: Raw -3701312.920796 + Penalty 4939.202933 = -3696373.717863
  nChanged 61
		SP:Iteration 40F (17312.870000 sec): 3 clusters
  Score: Raw -3701346.559858 + Penalty 4939.202933 = -3696407.356925
  nChanged 57
		SP:Iteration 41Q (17313.170000 sec): 3 clusters
  Score: Raw -3701376.672142 + Penalty 4939.202933 = -3696437.469208
  nChanged 47
		SP:Iteration 42Q (17313.420000 sec): 3 clusters
  Score: Raw -3701398.405309 + Penalty 4939.202933 = -3696459.202376
  nChanged 30
		SP:Iteration 43Q (17313.720000 sec): 3 clusters
  Score: Raw -3701410.732296 + Penalty 4939.202933 = -3696471.529363
  nChanged 28
		SP:Iteration 44Q (17314.000000 sec): 3 clusters
  Score: Raw -3701424.470484 + Penalty 4939.202933 = -3696485.267551
  nChanged 29
		SP:Iteration 45Q (17314.260000 sec): 3 clusters
  Score: Raw -3701437.439944 + Penalty 4939.202933 = -3696498.237010
  nChanged 24
		SP:Iteration 46Q (17314.500000 sec): 3 clusters
  Score: Raw -3701447.136823 + Penalty 4939.202933 = -3696507.933889
  nChanged 16
		SP:Iteration 47Q (17314.760000 sec): 3 clusters
  Score: Raw -3701453.397526 + Penalty 4939.202933 = -3696514.194593
  nChanged 16
		SP:Iteration 48Q (17315.080000 sec): 3 clusters
  Score: Raw -3701458.525455 + Penalty 4939.202933 = -3696519.322522
  nChanged 9
		SP:Iteration 49Q (17315.360000 sec): 3 clusters
  Score: Raw -3701460.779702 + Penalty 4939.202933 = -3696521.576769
  nChanged 9
		SP:Iteration 50Q (17315.620000 sec): 3 clusters
  Score: Raw -3701463.132434 + Penalty 4939.202933 = -3696523.929501
  nChanged 4
		SP:Iteration 51Q (17315.910000 sec): 3 clusters
  Score: Raw -3701463.910727 + Penalty 4939.202933 = -3696524.707794
  nChanged 0
		SP:Iteration 52F (17316.260000 sec): 3 clusters
  Score: Raw -3701463.910727 + Penalty 4939.202933 = -3696524.707794
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17316.350000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17316.490000 sec): 3 clusters
  Score: Raw -38410.058441 + Penalty 2740.624658 = -35669.433783
  nChanged 27
		SP:Iteration 1F (17316.660000 sec): 3 clusters
  Score: Raw -38582.046186 + Penalty 2740.624658 = -35841.421528
  nChanged 11
		SP:Iteration 2Q (17316.840000 sec): 3 clusters
  Score: Raw -38720.607020 + Penalty 2740.624658 = -35979.982362
  nChanged 12
		SP:Iteration 3Q (17317.010000 sec): 3 clusters
  Score: Raw -38779.316194 + Penalty 2740.624658 = -36038.691536
  nChanged 6
		SP:Iteration 4Q (17317.190000 sec): 3 clusters
  Score: Raw -38816.854195 + Penalty 2740.624658 = -36076.229537
  nChanged 4
		SP:Iteration 5Q (17317.340000 sec): 3 clusters
  Score: Raw -38834.814861 + Penalty 2740.624658 = -36094.190203
  nChanged 2
		SP:Iteration 6Q (17317.500000 sec): 3 clusters
  Score: Raw -38840.496645 + Penalty 2740.624658 = -36099.871987
  nChanged 1
		SP:Iteration 7Q (17317.660000 sec): 3 clusters
  Score: Raw -38841.810604 + Penalty 2740.624658 = -36101.185946
  nChanged 0
		SP:Iteration 8F (17317.820000 sec): 3 clusters
  Score: Raw -38841.810604 + Penalty 2740.624658 = -36101.185946
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17317.910000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17318.070000 sec): 3 clusters
  Score: Raw -110475.815980 + Penalty 3200.216281 = -107275.599699
  nChanged 145
		SP:Iteration 1F (17318.230000 sec): 3 clusters
  Score: Raw -110729.413549 + Penalty 3200.216281 = -107529.197268
  nChanged 41
		SP:Iteration 2F (17318.410000 sec): 3 clusters
  Score: Raw -110806.284558 + Penalty 3200.216281 = -107606.068276
  nChanged 15
		SP:Iteration 3Q (17318.580000 sec): 3 clusters
  Score: Raw -110834.645940 + Penalty 3200.216281 = -107634.429659
  nChanged 9
		SP:Iteration 4Q (17318.720000 sec): 3 clusters
  Score: Raw -110862.943920 + Penalty 3200.216281 = -107662.727638
  nChanged 7
		SP:Iteration 5Q (17318.880000 sec): 3 clusters
  Score: Raw -110875.979745 + Penalty 3200.216281 = -107675.763464
  nChanged 5
		SP:Iteration 6Q (17319.040000 sec): 3 clusters
  Score: Raw -110883.524299 + Penalty 3200.216281 = -107683.308017
  nChanged 2
		SP:Iteration 7Q (17319.200000 sec): 3 clusters
  Score: Raw -110885.255648 + Penalty 3200.216281 = -107685.039366
  nChanged 0
		SP:Iteration 8F (17319.360000 sec): 3 clusters
  Score: Raw -110885.255648 + Penalty 3200.216281 = -107685.039366
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17319.450000 sec): 2 clusters
  Score: Raw -70525.527978 + Penalty 1579.310422 = -68946.217556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17319.650000 sec): 3 clusters
  Score: Raw -70623.060431 + Penalty 3158.620844 = -67464.439586
  nChanged 147
		SP:Iteration 1F (17319.760000 sec): 3 clusters
  Score: Raw -70893.950469 + Penalty 3158.620844 = -67735.329625
  nChanged 46
		SP:Iteration 2F (17319.940000 sec): 3 clusters
  Score: Raw -71077.398309 + Penalty 3158.620844 = -67918.777464
  nChanged 53
		SP:Iteration 3F (17320.080000 sec): 3 clusters
  Score: Raw -71406.021497 + Penalty 3158.620844 = -68247.400652
  nChanged 35
		SP:Iteration 4F (17320.220000 sec): 3 clusters
  Score: Raw -71617.580507 + Penalty 3158.620844 = -68458.959663
  nChanged 21
		SP:Iteration 5Q (17320.360000 sec): 3 clusters
  Score: Raw -71759.256895 + Penalty 3158.620844 = -68600.636050
  nChanged 14
		SP:Iteration 6Q (17320.510000 sec): 3 clusters
  Score: Raw -71837.634015 + Penalty 3158.620844 = -68679.013170
  nChanged 12
		SP:Iteration 7Q (17320.650000 sec): 3 clusters
  Score: Raw -71902.346188 + Penalty 3158.620844 = -68743.725343
  nChanged 3
		SP:Iteration 8Q (17320.740000 sec): 3 clusters
  Score: Raw -71915.149516 + Penalty 3158.620844 = -68756.528671
  nChanged 1
		SP:Iteration 9Q (17320.860000 sec): 3 clusters
  Score: Raw -71917.502932 + Penalty 3158.620844 = -68758.882088
  nChanged 0
		SP:Iteration 10F (17321.050000 sec): 3 clusters
  Score: Raw -71917.502932 + Penalty 3158.620844 = -68758.882088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17321.130000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17321.270000 sec): 3 clusters
  Score: Raw -29600.290320 + Penalty 2632.900778 = -26967.389542
  nChanged 13
		SP:Iteration 1F (17321.410000 sec): 3 clusters
  Score: Raw -29694.117556 + Penalty 2632.900778 = -27061.216779
  nChanged 5
		SP:Iteration 2Q (17321.560000 sec): 3 clusters
  Score: Raw -29738.790343 + Penalty 2632.900778 = -27105.889565
  nChanged 4
		SP:Iteration 3Q (17321.700000 sec): 3 clusters
  Score: Raw -29758.386033 + Penalty 2632.900778 = -27125.485255
  nChanged 0
		SP:Iteration 4F (17321.840000 sec): 3 clusters
  Score: Raw -29758.386033 + Penalty 2632.900778 = -27125.485255
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17321.920000 sec): 2 clusters
  Score: Raw -252437.911138 + Penalty 1823.564316 = -250614.346822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17322.120000 sec): 3 clusters
  Score: Raw -252045.178981 + Penalty 3647.128633 = -248398.050349
  nChanged 496
		SP:Iteration 1F (17322.280000 sec): 3 clusters
  Score: Raw -252799.925284 + Penalty 3647.128633 = -249152.796651
  nChanged 164
		SP:Iteration 2F (17322.460000 sec): 3 clusters
  Score: Raw -253141.505296 + Penalty 3647.128633 = -249494.376663
  nChanged 117
		SP:Iteration 3F (17322.610000 sec): 3 clusters
  Score: Raw -253441.122937 + Penalty 3647.128633 = -249793.994304
  nChanged 106
		SP:Iteration 4F (17322.710000 sec): 3 clusters
  Score: Raw -253723.310284 + Penalty 3647.128633 = -250076.181652
  nChanged 83
		SP:Iteration 5F (17322.870000 sec): 3 clusters
  Score: Raw -253934.824790 + Penalty 3647.128633 = -250287.696158
  nChanged 68
		SP:Iteration 6Q (17323.030000 sec): 3 clusters
  Score: Raw -254069.538626 + Penalty 3647.128633 = -250422.409994
  nChanged 35
		SP:Iteration 7Q (17323.190000 sec): 3 clusters
  Score: Raw -254122.488465 + Penalty 3647.128633 = -250475.359832
  nChanged 23
		SP:Iteration 8Q (17323.370000 sec): 3 clusters
  Score: Raw -254144.395741 + Penalty 3647.128633 = -250497.267109
  nChanged 14
		SP:Iteration 9Q (17323.510000 sec): 3 clusters
  Score: Raw -254161.073034 + Penalty 3647.128633 = -250513.944401
  nChanged 12
		SP:Iteration 10Q (17323.660000 sec): 3 clusters
  Score: Raw -254173.902711 + Penalty 3647.128633 = -250526.774078
  nChanged 3
		SP:Iteration 11Q (17323.790000 sec): 3 clusters
  Score: Raw -254176.643142 + Penalty 3647.128633 = -250529.514510
  nChanged 2
		SP:Iteration 12Q (17323.950000 sec): 3 clusters
  Score: Raw -254181.599839 + Penalty 3647.128633 = -250534.471206
  nChanged 3
		SP:Iteration 13Q (17324.110000 sec): 3 clusters
  Score: Raw -254184.189175 + Penalty 3647.128633 = -250537.060543
  nChanged 1
		SP:Iteration 14Q (17324.270000 sec): 3 clusters
  Score: Raw -254189.979700 + Penalty 3647.128633 = -250542.851067
  nChanged 4
		SP:Iteration 15Q (17324.430000 sec): 3 clusters
  Score: Raw -254192.404177 + Penalty 3647.128633 = -250545.275544
  nChanged 2
		SP:Iteration 16Q (17324.590000 sec): 3 clusters
  Score: Raw -254195.308111 + Penalty 3647.128633 = -250548.179478
  nChanged 2
		SP:Iteration 17Q (17324.760000 sec): 3 clusters
  Score: Raw -254198.771769 + Penalty 3647.128633 = -250551.643137
  nChanged 2
		SP:Iteration 18Q (17324.950000 sec): 3 clusters
  Score: Raw -254200.565471 + Penalty 3647.128633 = -250553.436838
  nChanged 0
		SP:Iteration 19F (17325.100000 sec): 3 clusters
  Score: Raw -254200.565471 + Penalty 3647.128633 = -250553.436838
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17325.170000 sec): 2 clusters
  Score: Raw -163487.130539 + Penalty 1705.824964 = -161781.305575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17325.320000 sec): 3 clusters
  Score: Raw -163296.360073 + Penalty 3411.649928 = -159884.710144
  nChanged 243
		SP:Iteration 1F (17325.470000 sec): 3 clusters
  Score: Raw -163590.737568 + Penalty 3411.649928 = -160179.087640
  nChanged 73
		SP:Iteration 2F (17325.620000 sec): 3 clusters
  Score: Raw -163686.436250 + Penalty 3411.649928 = -160274.786322
  nChanged 26
		SP:Iteration 3Q (17325.780000 sec): 3 clusters
  Score: Raw -163728.234442 + Penalty 3411.649928 = -160316.584514
  nChanged 16
		SP:Iteration 4Q (17325.940000 sec): 3 clusters
  Score: Raw -163758.851937 + Penalty 3411.649928 = -160347.202009
  nChanged 10
		SP:Iteration 5Q (17326.130000 sec): 3 clusters
  Score: Raw -163771.241801 + Penalty 3411.649928 = -160359.591873
  nChanged 8
		SP:Iteration 6Q (17326.300000 sec): 3 clusters
  Score: Raw -163783.179561 + Penalty 3411.649928 = -160371.529633
  nChanged 7
		SP:Iteration 7Q (17326.480000 sec): 3 clusters
  Score: Raw -163789.422367 + Penalty 3411.649928 = -160377.772439
  nChanged 4
		SP:Iteration 8Q (17326.630000 sec): 3 clusters
  Score: Raw -163795.703598 + Penalty 3411.649928 = -160384.053670
  nChanged 2
		SP:Iteration 9Q (17326.790000 sec): 3 clusters
  Score: Raw -163797.401839 + Penalty 3411.649928 = -160385.751911
  nChanged 0
		SP:Iteration 10F (17326.940000 sec): 3 clusters
  Score: Raw -163797.401839 + Penalty 3411.649928 = -160385.751911
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17327.000000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17327.150000 sec): 3 clusters
  Score: Raw -76369.181718 + Penalty 3063.230166 = -73305.951552
  nChanged 95
		SP:Iteration 1F (17327.290000 sec): 3 clusters
  Score: Raw -76563.518667 + Penalty 3063.230166 = -73500.288501
  nChanged 30
		SP:Iteration 2F (17327.450000 sec): 3 clusters
  Score: Raw -76645.839134 + Penalty 3063.230166 = -73582.608968
  nChanged 12
		SP:Iteration 3Q (17327.570000 sec): 3 clusters
  Score: Raw -76672.815503 + Penalty 3063.230166 = -73609.585337
  nChanged 5
		SP:Iteration 4Q (17327.740000 sec): 3 clusters
  Score: Raw -76688.432869 + Penalty 3063.230166 = -73625.202703
  nChanged 2
		SP:Iteration 5Q (17327.870000 sec): 3 clusters
  Score: Raw -76691.334590 + Penalty 3063.230166 = -73628.104424
  nChanged 3
		SP:Iteration 6Q (17328.030000 sec): 3 clusters
  Score: Raw -76696.621426 + Penalty 3063.230166 = -73633.391260
  nChanged 1
		SP:Iteration 7Q (17328.200000 sec): 3 clusters
  Score: Raw -76700.341959 + Penalty 3063.230166 = -73637.111793
  nChanged 0
		SP:Iteration 8F (17328.360000 sec): 3 clusters
  Score: Raw -76700.341959 + Penalty 3063.230166 = -73637.111793
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17328.450000 sec): 2 clusters
  Score: Raw -39235.944876 + Penalty 1381.894200 = -37854.050676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17328.610000 sec): 3 clusters
  Score: Raw -39471.115861 + Penalty 2763.788400 = -36707.327461
  nChanged 28
		SP:Iteration 1F (17328.770000 sec): 3 clusters
  Score: Raw -39636.582172 + Penalty 2763.788400 = -36872.793772
  nChanged 11
		SP:Iteration 2Q (17328.930000 sec): 3 clusters
  Score: Raw -39716.437893 + Penalty 2763.788400 = -36952.649493
  nChanged 9
		SP:Iteration 3Q (17329.040000 sec): 3 clusters
  Score: Raw -39760.439424 + Penalty 2763.788400 = -36996.651024
  nChanged 5
		SP:Iteration 4Q (17329.230000 sec): 3 clusters
  Score: Raw -39786.648529 + Penalty 2763.788400 = -37022.860129
  nChanged 5
		SP:Iteration 5Q (17329.390000 sec): 3 clusters
  Score: Raw -39810.557091 + Penalty 2763.788400 = -37046.768691
  nChanged 5
		SP:Iteration 6Q (17329.550000 sec): 3 clusters
  Score: Raw -39838.497486 + Penalty 2763.788400 = -37074.709086
  nChanged 0
		SP:Iteration 7F (17329.720000 sec): 3 clusters
  Score: Raw -39838.497486 + Penalty 2763.788400 = -37074.709086
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17329.840000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17330.010000 sec): 3 clusters
  Score: Raw -39902.716554 + Penalty 2769.414169 = -37133.302384
  nChanged 30
		SP:Iteration 1F (17330.160000 sec): 3 clusters
  Score: Raw -40006.241790 + Penalty 2769.414169 = -37236.827620
  nChanged 3
		SP:Iteration 2Q (17330.290000 sec): 3 clusters
  Score: Raw -40013.260158 + Penalty 2769.414169 = -37243.845989
  nChanged 2
		SP:Iteration 3Q (17330.410000 sec): 3 clusters
  Score: Raw -40021.505333 + Penalty 2769.414169 = -37252.091163
  nChanged 1
		SP:Iteration 4Q (17330.550000 sec): 3 clusters
  Score: Raw -40023.237392 + Penalty 2769.414169 = -37253.823222
  nChanged 1
		SP:Iteration 5Q (17330.700000 sec): 3 clusters
  Score: Raw -40025.275378 + Penalty 2769.414169 = -37255.861209
  nChanged 0
		SP:Iteration 6F (17330.860000 sec): 3 clusters
  Score: Raw -40025.275378 + Penalty 2769.414169 = -37255.861209
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17330.930000 sec): 2 clusters
  Score: Raw -396104.625132 + Penalty 1929.100277 = -394175.524855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17331.090000 sec): 3 clusters
  Score: Raw -395175.389435 + Penalty 3858.200553 = -391317.188882
  nChanged 782
		SP:Iteration 1F (17331.250000 sec): 3 clusters
  Score: Raw -395852.460264 + Penalty 3858.200553 = -391994.259711
  nChanged 256
		SP:Iteration 2F (17331.430000 sec): 3 clusters
  Score: Raw -396191.202584 + Penalty 3858.200553 = -392333.002031
  nChanged 172
		SP:Iteration 3F (17331.620000 sec): 3 clusters
  Score: Raw -396452.326156 + Penalty 3858.200553 = -392594.125603
  nChanged 144
		SP:Iteration 4F (17331.750000 sec): 3 clusters
  Score: Raw -396629.618633 + Penalty 3858.200553 = -392771.418080
  nChanged 102
		SP:Iteration 5Q (17331.910000 sec): 3 clusters
  Score: Raw -396729.020006 + Penalty 3858.200553 = -392870.819453
  nChanged 72
		SP:Iteration 6Q (17332.070000 sec): 3 clusters
  Score: Raw -396796.900165 + Penalty 3858.200553 = -392938.699612
  nChanged 49
		SP:Iteration 7Q (17332.230000 sec): 3 clusters
  Score: Raw -396846.428145 + Penalty 3858.200553 = -392988.227592
  nChanged 49
		SP:Iteration 8Q (17332.390000 sec): 3 clusters
  Score: Raw -396882.035967 + Penalty 3858.200553 = -393023.835414
  nChanged 35
		SP:Iteration 9Q (17332.560000 sec): 3 clusters
  Score: Raw -396904.251273 + Penalty 3858.200553 = -393046.050720
  nChanged 14
		SP:Iteration 10Q (17332.740000 sec): 3 clusters
  Score: Raw -396914.166532 + Penalty 3858.200553 = -393055.965979
  nChanged 14
		SP:Iteration 11Q (17332.870000 sec): 3 clusters
  Score: Raw -396925.506020 + Penalty 3858.200553 = -393067.305467
  nChanged 12
		SP:Iteration 12Q (17333.010000 sec): 3 clusters
  Score: Raw -396932.390773 + Penalty 3858.200553 = -393074.190220
  nChanged 9
		SP:Iteration 13Q (17333.150000 sec): 3 clusters
  Score: Raw -396941.048026 + Penalty 3858.200553 = -393082.847473
  nChanged 11
		SP:Iteration 14Q (17333.300000 sec): 3 clusters
  Score: Raw -396953.664450 + Penalty 3858.200553 = -393095.463897
  nChanged 13
		SP:Iteration 15Q (17333.440000 sec): 3 clusters
  Score: Raw -396960.493805 + Penalty 3858.200553 = -393102.293252
  nChanged 8
		SP:Iteration 16Q (17333.590000 sec): 3 clusters
  Score: Raw -396965.455308 + Penalty 3858.200553 = -393107.254755
  nChanged 6
		SP:Iteration 17Q (17333.730000 sec): 3 clusters
  Score: Raw -396969.356634 + Penalty 3858.200553 = -393111.156081
  nChanged 5
		SP:Iteration 18Q (17333.900000 sec): 3 clusters
  Score: Raw -396972.992456 + Penalty 3858.200553 = -393114.791902
  nChanged 4
		SP:Iteration 19Q (17334.070000 sec): 3 clusters
  Score: Raw -396977.405962 + Penalty 3858.200553 = -393119.205408
  nChanged 8
		SP:Iteration 20F (17334.210000 sec): 3 clusters
  Score: Raw -396980.703212 + Penalty 3858.200553 = -393122.502658
  nChanged 4
		SP:Iteration 21Q (17334.370000 sec): 3 clusters
  Score: Raw -396983.261229 + Penalty 3858.200553 = -393125.060676
  nChanged 2
		SP:Iteration 22Q (17334.520000 sec): 3 clusters
  Score: Raw -396984.166420 + Penalty 3858.200553 = -393125.965867
  nChanged 4
		SP:Iteration 23Q (17334.680000 sec): 3 clusters
  Score: Raw -396986.387742 + Penalty 3858.200553 = -393128.187189
  nChanged 2
		SP:Iteration 24Q (17334.840000 sec): 3 clusters
  Score: Raw -396987.537029 + Penalty 3858.200553 = -393129.336476
  nChanged 1
		SP:Iteration 25Q (17335.000000 sec): 3 clusters
  Score: Raw -396988.298544 + Penalty 3858.200553 = -393130.097991
  nChanged 1
		SP:Iteration 26Q (17335.150000 sec): 3 clusters
  Score: Raw -396988.830073 + Penalty 3858.200553 = -393130.629520
  nChanged 1
		SP:Iteration 27Q (17335.330000 sec): 3 clusters
  Score: Raw -396989.769829 + Penalty 3858.200553 = -393131.569276
  nChanged 0
		SP:Iteration 28F (17335.480000 sec): 3 clusters
  Score: Raw -396989.769829 + Penalty 3858.200553 = -393131.569276
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17335.550000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17335.700000 sec): 3 clusters
  Score: Raw -77089.221125 + Penalty 3049.640275 = -74039.580850
  nChanged 69
		SP:Iteration 1F (17335.840000 sec): 3 clusters
  Score: Raw -77256.039612 + Penalty 3049.640275 = -74206.399337
  nChanged 19
		SP:Iteration 2Q (17335.990000 sec): 3 clusters
  Score: Raw -77312.370758 + Penalty 3049.640275 = -74262.730483
  nChanged 18
		SP:Iteration 3Q (17336.130000 sec): 3 clusters
  Score: Raw -77372.868871 + Penalty 3049.640275 = -74323.228596
  nChanged 11
		SP:Iteration 4Q (17336.310000 sec): 3 clusters
  Score: Raw -77409.369485 + Penalty 3049.640275 = -74359.729210
  nChanged 9
		SP:Iteration 5Q (17336.440000 sec): 3 clusters
  Score: Raw -77447.750080 + Penalty 3049.640275 = -74398.109805
  nChanged 8
		SP:Iteration 6Q (17336.570000 sec): 3 clusters
  Score: Raw -77488.564834 + Penalty 3049.640275 = -74438.924559
  nChanged 7
		SP:Iteration 7Q (17336.710000 sec): 3 clusters
  Score: Raw -77519.260055 + Penalty 3049.640275 = -74469.619780
  nChanged 6
		SP:Iteration 8Q (17336.860000 sec): 3 clusters
  Score: Raw -77547.252182 + Penalty 3049.640275 = -74497.611907
  nChanged 5
		SP:Iteration 9Q (17337.010000 sec): 3 clusters
  Score: Raw -77569.597491 + Penalty 3049.640275 = -74519.957217
  nChanged 6
		SP:Iteration 10Q (17337.150000 sec): 3 clusters
  Score: Raw -77586.912462 + Penalty 3049.640275 = -74537.272187
  nChanged 6
		SP:Iteration 11Q (17337.300000 sec): 3 clusters
  Score: Raw -77612.306382 + Penalty 3049.640275 = -74562.666107
  nChanged 2
		SP:Iteration 12Q (17337.450000 sec): 3 clusters
  Score: Raw -77621.010735 + Penalty 3049.640275 = -74571.370460
  nChanged 2
		SP:Iteration 13Q (17337.630000 sec): 3 clusters
  Score: Raw -77626.422499 + Penalty 3049.640275 = -74576.782224
  nChanged 0
		SP:Iteration 14F (17337.770000 sec): 3 clusters
  Score: Raw -77626.422499 + Penalty 3049.640275 = -74576.782224
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17337.900000 sec): 2 clusters
  Score: Raw -652359.840316 + Penalty 2036.851453 = -650322.988863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17338.070000 sec): 3 clusters
  Score: Raw -650655.292261 + Penalty 4073.702906 = -646581.589355
  nChanged 1368
		SP:Iteration 1F (17338.270000 sec): 3 clusters
  Score: Raw -651436.422713 + Penalty 4073.702906 = -647362.719807
  nChanged 280
		SP:Iteration 2F (17338.440000 sec): 3 clusters
  Score: Raw -651635.894275 + Penalty 4073.702906 = -647562.191369
  nChanged 191
		SP:Iteration 3F (17338.620000 sec): 3 clusters
  Score: Raw -651772.003078 + Penalty 4073.702906 = -647698.300172
  nChanged 156
		SP:Iteration 4Q (17338.810000 sec): 3 clusters
  Score: Raw -651870.335385 + Penalty 4073.702906 = -647796.632479
  nChanged 115
		SP:Iteration 5Q (17339.000000 sec): 3 clusters
  Score: Raw -651946.758824 + Penalty 4073.702906 = -647873.055918
  nChanged 95
		SP:Iteration 6Q (17339.190000 sec): 3 clusters
  Score: Raw -652004.714485 + Penalty 4073.702906 = -647931.011579
  nChanged 85
		SP:Iteration 7Q (17339.350000 sec): 3 clusters
  Score: Raw -652054.501938 + Penalty 4073.702906 = -647980.799032
  nChanged 66
		SP:Iteration 8Q (17339.510000 sec): 3 clusters
  Score: Raw -652085.401648 + Penalty 4073.702906 = -648011.698742
  nChanged 51
		SP:Iteration 9Q (17339.680000 sec): 3 clusters
  Score: Raw -652114.643953 + Penalty 4073.702906 = -648040.941047
  nChanged 54
		SP:Iteration 10Q (17339.840000 sec): 3 clusters
  Score: Raw -652148.896937 + Penalty 4073.702906 = -648075.194031
  nChanged 66
		SP:Iteration 11Q (17340.040000 sec): 3 clusters
  Score: Raw -652188.910300 + Penalty 4073.702906 = -648115.207394
  nChanged 65
		SP:Iteration 12Q (17340.210000 sec): 3 clusters
  Score: Raw -652230.343246 + Penalty 4073.702906 = -648156.640340
  nChanged 58
		SP:Iteration 13Q (17340.420000 sec): 3 clusters
  Score: Raw -652267.297846 + Penalty 4073.702906 = -648193.594940
  nChanged 63
		SP:Iteration 14Q (17340.590000 sec): 3 clusters
  Score: Raw -652298.971194 + Penalty 4073.702906 = -648225.268288
  nChanged 57
		SP:Iteration 15Q (17340.750000 sec): 3 clusters
  Score: Raw -652334.030461 + Penalty 4073.702906 = -648260.327555
  nChanged 75
		SP:Iteration 16Q (17340.910000 sec): 3 clusters
  Score: Raw -652391.978802 + Penalty 4073.702906 = -648318.275896
  nChanged 78
		SP:Iteration 17Q (17341.070000 sec): 3 clusters
  Score: Raw -652445.053978 + Penalty 4073.702906 = -648371.351072
  nChanged 85
		SP:Iteration 18Q (17341.230000 sec): 3 clusters
  Score: Raw -652498.622975 + Penalty 4073.702906 = -648424.920069
  nChanged 97
		SP:Iteration 19Q (17341.410000 sec): 3 clusters
  Score: Raw -652571.208755 + Penalty 4073.702906 = -648497.505849
  nChanged 85
		SP:Iteration 20F (17341.590000 sec): 3 clusters
  Score: Raw -652622.363195 + Penalty 4073.702906 = -648548.660289
  nChanged 73
		SP:Iteration 21Q (17341.780000 sec): 3 clusters
  Score: Raw -652666.078620 + Penalty 4073.702906 = -648592.375714
  nChanged 72
		SP:Iteration 22Q (17341.990000 sec): 3 clusters
  Score: Raw -652717.391017 + Penalty 4073.702906 = -648643.688111
  nChanged 82
		SP:Iteration 23Q (17342.150000 sec): 3 clusters
  Score: Raw -652776.191734 + Penalty 4073.702906 = -648702.488828
  nChanged 82
		SP:Iteration 24Q (17342.320000 sec): 3 clusters
  Score: Raw -652824.729112 + Penalty 4073.702906 = -648751.026206
  nChanged 68
		SP:Iteration 25Q (17342.480000 sec): 3 clusters
  Score: Raw -652869.400504 + Penalty 4073.702906 = -648795.697598
  nChanged 64
		SP:Iteration 26Q (17342.670000 sec): 3 clusters
  Score: Raw -652915.689231 + Penalty 4073.702906 = -648841.986325
  nChanged 50
		SP:Iteration 27Q (17342.860000 sec): 3 clusters
  Score: Raw -652944.993531 + Penalty 4073.702906 = -648871.290625
  nChanged 48
		SP:Iteration 28Q (17343.020000 sec): 3 clusters
  Score: Raw -652973.226073 + Penalty 4073.702906 = -648899.523167
  nChanged 37
		SP:Iteration 29Q (17343.230000 sec): 3 clusters
  Score: Raw -652995.553559 + Penalty 4073.702906 = -648921.850653
  nChanged 23
		SP:Iteration 30Q (17343.370000 sec): 3 clusters
  Score: Raw -653008.742562 + Penalty 4073.702906 = -648935.039656
  nChanged 21
		SP:Iteration 31Q (17343.530000 sec): 3 clusters
  Score: Raw -653018.767683 + Penalty 4073.702906 = -648945.064777
  nChanged 17
		SP:Iteration 32Q (17343.740000 sec): 3 clusters
  Score: Raw -653028.458558 + Penalty 4073.702906 = -648954.755652
  nChanged 20
		SP:Iteration 33Q (17343.870000 sec): 3 clusters
  Score: Raw -653041.404307 + Penalty 4073.702906 = -648967.701401
  nChanged 23
		SP:Iteration 34Q (17344.050000 sec): 3 clusters
  Score: Raw -653051.742548 + Penalty 4073.702906 = -648978.039642
  nChanged 17
		SP:Iteration 35Q (17344.190000 sec): 3 clusters
  Score: Raw -653060.309471 + Penalty 4073.702906 = -648986.606565
  nChanged 15
		SP:Iteration 36Q (17344.340000 sec): 3 clusters
  Score: Raw -653066.824594 + Penalty 4073.702906 = -648993.121688
  nChanged 8
		SP:Iteration 37Q (17344.490000 sec): 3 clusters
  Score: Raw -653070.428011 + Penalty 4073.702906 = -648996.725105
  nChanged 5
		SP:Iteration 38Q (17344.630000 sec): 3 clusters
  Score: Raw -653073.963535 + Penalty 4073.702906 = -649000.260629
  nChanged 5
		SP:Iteration 39Q (17344.810000 sec): 3 clusters
  Score: Raw -653075.948566 + Penalty 4073.702906 = -649002.245660
  nChanged 4
		SP:Iteration 40F (17344.990000 sec): 3 clusters
  Score: Raw -653076.969579 + Penalty 4073.702906 = -649003.266673
  nChanged 5
		SP:Iteration 41Q (17345.150000 sec): 3 clusters
  Score: Raw -653079.357787 + Penalty 4073.702906 = -649005.654881
  nChanged 3
		SP:Iteration 42Q (17345.340000 sec): 3 clusters
  Score: Raw -653081.710851 + Penalty 4073.702906 = -649008.007945
  nChanged 4
		SP:Iteration 43Q (17345.500000 sec): 3 clusters
  Score: Raw -653083.562309 + Penalty 4073.702906 = -649009.859403
  nChanged 2
		SP:Iteration 44Q (17345.650000 sec): 3 clusters
  Score: Raw -653084.335153 + Penalty 4073.702906 = -649010.632247
  nChanged 2
		SP:Iteration 45Q (17345.830000 sec): 3 clusters
  Score: Raw -653084.686223 + Penalty 4073.702906 = -649010.983317
  nChanged 1
		SP:Iteration 46Q (17345.980000 sec): 3 clusters
  Score: Raw -653085.393026 + Penalty 4073.702906 = -649011.690120
  nChanged 0
		SP:Iteration 47F (17346.100000 sec): 3 clusters
  Score: Raw -653085.393026 + Penalty 4073.702906 = -649011.690120
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17346.210000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17346.320000 sec): 3 clusters
  Score: Raw -191921.066991 + Penalty 3495.568542 = -188425.498449
  nChanged 310
		SP:Iteration 1F (17346.480000 sec): 3 clusters
  Score: Raw -192320.888884 + Penalty 3495.568542 = -188825.320342
  nChanged 90
		SP:Iteration 2F (17346.640000 sec): 3 clusters
  Score: Raw -192464.802215 + Penalty 3495.568542 = -188969.233673
  nChanged 41
		SP:Iteration 3Q (17346.810000 sec): 3 clusters
  Score: Raw -192528.064280 + Penalty 3495.568542 = -189032.495738
  nChanged 32
		SP:Iteration 4Q (17346.970000 sec): 3 clusters
  Score: Raw -192584.664813 + Penalty 3495.568542 = -189089.096271
  nChanged 32
		SP:Iteration 5Q (17347.130000 sec): 3 clusters
  Score: Raw -192627.294624 + Penalty 3495.568542 = -189131.726082
  nChanged 28
		SP:Iteration 6Q (17347.280000 sec): 3 clusters
  Score: Raw -192670.567355 + Penalty 3495.568542 = -189174.998813
  nChanged 21
		SP:Iteration 7Q (17347.430000 sec): 3 clusters
  Score: Raw -192696.849938 + Penalty 3495.568542 = -189201.281397
  nChanged 24
		SP:Iteration 8Q (17347.600000 sec): 3 clusters
  Score: Raw -192724.344503 + Penalty 3495.568542 = -189228.775961
  nChanged 16
		SP:Iteration 9Q (17347.760000 sec): 3 clusters
  Score: Raw -192741.762739 + Penalty 3495.568542 = -189246.194197
  nChanged 10
		SP:Iteration 10Q (17347.920000 sec): 3 clusters
  Score: Raw -192756.053535 + Penalty 3495.568542 = -189260.484993
  nChanged 12
		SP:Iteration 11Q (17348.090000 sec): 3 clusters
  Score: Raw -192769.606651 + Penalty 3495.568542 = -189274.038110
  nChanged 13
		SP:Iteration 12Q (17348.250000 sec): 3 clusters
  Score: Raw -192785.517672 + Penalty 3495.568542 = -189289.949130
  nChanged 14
		SP:Iteration 13Q (17348.490000 sec): 3 clusters
  Score: Raw -192801.072039 + Penalty 3495.568542 = -189305.503497
  nChanged 6
		SP:Iteration 14Q (17348.610000 sec): 3 clusters
  Score: Raw -192808.113559 + Penalty 3495.568542 = -189312.545017
  nChanged 7
		SP:Iteration 15Q (17348.790000 sec): 3 clusters
  Score: Raw -192820.483893 + Penalty 3495.568542 = -189324.915352
  nChanged 11
		SP:Iteration 16Q (17348.950000 sec): 3 clusters
  Score: Raw -192835.493630 + Penalty 3495.568542 = -189339.925088
  nChanged 4
		SP:Iteration 17Q (17349.110000 sec): 3 clusters
  Score: Raw -192839.327940 + Penalty 3495.568542 = -189343.759398
  nChanged 2
		SP:Iteration 18Q (17349.270000 sec): 3 clusters
  Score: Raw -192842.209624 + Penalty 3495.568542 = -189346.641082
  nChanged 3
		SP:Iteration 19Q (17349.430000 sec): 3 clusters
  Score: Raw -192848.669166 + Penalty 3495.568542 = -189353.100624
  nChanged 3
		SP:Iteration 20F (17349.600000 sec): 3 clusters
  Score: Raw -192853.395931 + Penalty 3495.568542 = -189357.827389
  nChanged 1
		SP:Iteration 21Q (17349.740000 sec): 3 clusters
  Score: Raw -192855.353911 + Penalty 3495.568542 = -189359.785369
  nChanged 2
		SP:Iteration 22Q (17349.900000 sec): 3 clusters
  Score: Raw -192857.254730 + Penalty 3495.568542 = -189361.686188
  nChanged 1
		SP:Iteration 23Q (17350.050000 sec): 3 clusters
  Score: Raw -192859.388603 + Penalty 3495.568542 = -189363.820061
  nChanged 1
		SP:Iteration 24Q (17350.210000 sec): 3 clusters
  Score: Raw -192860.606810 + Penalty 3495.568542 = -189365.038268
  nChanged 1
		SP:Iteration 25Q (17350.370000 sec): 3 clusters
  Score: Raw -192861.418018 + Penalty 3495.568542 = -189365.849476
  nChanged 0
		SP:Iteration 26F (17350.530000 sec): 3 clusters
  Score: Raw -192861.418018 + Penalty 3495.568542 = -189365.849476
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17350.610000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17350.800000 sec): 3 clusters
  Score: Raw -20968.378193 + Penalty 2458.090221 = -18510.287973
  nChanged 9
		SP:Iteration 1F (17350.920000 sec): 3 clusters
  Score: Raw -21026.834864 + Penalty 2458.090221 = -18568.744643
  nChanged 5
		SP:Iteration 2Q (17351.010000 sec): 3 clusters
  Score: Raw -21050.678172 + Penalty 2458.090221 = -18592.587951
  nChanged 3
		SP:Iteration 3Q (17351.130000 sec): 3 clusters
  Score: Raw -21069.773699 + Penalty 2458.090221 = -18611.683479
  nChanged 0
		SP:Iteration 4F (17351.270000 sec): 3 clusters
  Score: Raw -21069.773699 + Penalty 2458.090221 = -18611.683479
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17351.350000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17351.510000 sec): 3 clusters
  Score: Raw -52772.512001 + Penalty 2857.977486 = -49914.534515
  nChanged 35
		SP:Iteration 1F (17351.670000 sec): 3 clusters
  Score: Raw -52873.955993 + Penalty 2857.977486 = -50015.978507
  nChanged 10
		SP:Iteration 2Q (17351.830000 sec): 3 clusters
  Score: Raw -52907.472895 + Penalty 2857.977486 = -50049.495409
  nChanged 6
		SP:Iteration 3Q (17351.990000 sec): 3 clusters
  Score: Raw -52924.218410 + Penalty 2857.977486 = -50066.240924
  nChanged 1
		SP:Iteration 4Q (17352.150000 sec): 3 clusters
  Score: Raw -52926.010881 + Penalty 2857.977486 = -50068.033396
  nChanged 0
		SP:Iteration 5F (17352.360000 sec): 3 clusters
  Score: Raw -52926.010881 + Penalty 2857.977486 = -50068.033396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17352.400000 sec): 2 clusters
  Score: Raw -20745.514904 + Penalty 1270.743067 = -19474.771838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17352.560000 sec): 3 clusters
  Score: Raw -21190.107864 + Penalty 2541.486134 = -18648.621731
  nChanged 25
		SP:Iteration 1F (17352.700000 sec): 3 clusters
  Score: Raw -21392.156400 + Penalty 2541.486134 = -18850.670266
  nChanged 7
		SP:Iteration 2Q (17352.860000 sec): 3 clusters
  Score: Raw -21442.879509 + Penalty 2541.486134 = -18901.393375
  nChanged 5
		SP:Iteration 3Q (17353.020000 sec): 3 clusters
  Score: Raw -21482.215507 + Penalty 2541.486134 = -18940.729373
  nChanged 2
		SP:Iteration 4Q (17353.180000 sec): 3 clusters
  Score: Raw -21502.860811 + Penalty 2541.486134 = -18961.374677
  nChanged 2
		SP:Iteration 5Q (17353.340000 sec): 3 clusters
  Score: Raw -21521.687156 + Penalty 2541.486134 = -18980.201022
  nChanged 2
		SP:Iteration 6Q (17353.500000 sec): 3 clusters
  Score: Raw -21584.788987 + Penalty 2541.486134 = -19043.302853
  nChanged 0
		SP:Iteration 7F (17353.700000 sec): 3 clusters
  Score: Raw -21584.788987 + Penalty 2541.486134 = -19043.302853
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17353.800000 sec): 2 clusters
  Score: Raw -84963.303791 + Penalty 1585.195444 = -83378.108347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17353.910000 sec): 3 clusters
  Score: Raw -84983.272868 + Penalty 3170.390888 = -81812.881980
  nChanged 130
		SP:Iteration 1F (17354.060000 sec): 3 clusters
  Score: Raw -85264.102522 + Penalty 3170.390888 = -82093.711634
  nChanged 55
		SP:Iteration 2F (17354.200000 sec): 3 clusters
  Score: Raw -85413.534655 + Penalty 3170.390888 = -82243.143767
  nChanged 32
		SP:Iteration 3F (17354.360000 sec): 3 clusters
  Score: Raw -85501.707002 + Penalty 3170.390888 = -82331.316114
  nChanged 21
		SP:Iteration 4Q (17354.530000 sec): 3 clusters
  Score: Raw -85581.657422 + Penalty 3170.390888 = -82411.266534
  nChanged 16
		SP:Iteration 5Q (17354.690000 sec): 3 clusters
  Score: Raw -85632.356532 + Penalty 3170.390888 = -82461.965644
  nChanged 5
		SP:Iteration 6Q (17354.860000 sec): 3 clusters
  Score: Raw -85661.194891 + Penalty 3170.390888 = -82490.804003
  nChanged 9
		SP:Iteration 7Q (17355.050000 sec): 3 clusters
  Score: Raw -85702.773162 + Penalty 3170.390888 = -82532.382274
  nChanged 7
		SP:Iteration 8Q (17355.170000 sec): 3 clusters
  Score: Raw -85725.283671 + Penalty 3170.390888 = -82554.892783
  nChanged 3
		SP:Iteration 9Q (17355.310000 sec): 3 clusters
  Score: Raw -85745.024819 + Penalty 3170.390888 = -82574.633931
  nChanged 5
		SP:Iteration 10Q (17355.460000 sec): 3 clusters
  Score: Raw -85777.856026 + Penalty 3170.390888 = -82607.465137
  nChanged 2
		SP:Iteration 11Q (17355.620000 sec): 3 clusters
  Score: Raw -85789.120874 + Penalty 3170.390888 = -82618.729986
  nChanged 3
		SP:Iteration 12Q (17355.780000 sec): 3 clusters
  Score: Raw -85797.392380 + Penalty 3170.390888 = -82627.001492
  nChanged 1
		SP:Iteration 13Q (17355.940000 sec): 3 clusters
  Score: Raw -85799.351932 + Penalty 3170.390888 = -82628.961044
  nChanged 0
		SP:Iteration 14F (17356.100000 sec): 3 clusters
  Score: Raw -85799.351932 + Penalty 3170.390888 = -82628.961044
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17356.210000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17356.350000 sec): 3 clusters
  Score: Raw -95230.910268 + Penalty 3168.726457 = -92062.183811
  nChanged 129
		SP:Iteration 1F (17356.500000 sec): 3 clusters
  Score: Raw -95538.180035 + Penalty 3168.726457 = -92369.453578
  nChanged 32
		SP:Iteration 2F (17356.650000 sec): 3 clusters
  Score: Raw -95637.837137 + Penalty 3168.726457 = -92469.110679
  nChanged 21
		SP:Iteration 3Q (17356.800000 sec): 3 clusters
  Score: Raw -95695.275721 + Penalty 3168.726457 = -92526.549264
  nChanged 17
		SP:Iteration 4Q (17356.940000 sec): 3 clusters
  Score: Raw -95733.453551 + Penalty 3168.726457 = -92564.727094
  nChanged 7
		SP:Iteration 5Q (17357.090000 sec): 3 clusters
  Score: Raw -95749.681054 + Penalty 3168.726457 = -92580.954597
  nChanged 5
		SP:Iteration 6Q (17357.220000 sec): 3 clusters
  Score: Raw -95757.532958 + Penalty 3168.726457 = -92588.806500
  nChanged 2
		SP:Iteration 7Q (17357.410000 sec): 3 clusters
  Score: Raw -95762.016640 + Penalty 3168.726457 = -92593.290183
  nChanged 1
		SP:Iteration 8Q (17357.540000 sec): 3 clusters
  Score: Raw -95763.227773 + Penalty 3168.726457 = -92594.501316
  nChanged 2
		SP:Iteration 9Q (17357.690000 sec): 3 clusters
  Score: Raw -95769.090537 + Penalty 3168.726457 = -92600.364080
  nChanged 4
		SP:Iteration 10Q (17357.830000 sec): 3 clusters
  Score: Raw -95774.775720 + Penalty 3168.726457 = -92606.049263
  nChanged 1
		SP:Iteration 11Q (17357.970000 sec): 3 clusters
  Score: Raw -95776.969645 + Penalty 3168.726457 = -92608.243188
  nChanged 2
		SP:Iteration 12Q (17358.110000 sec): 3 clusters
  Score: Raw -95780.126563 + Penalty 3168.726457 = -92611.400106
  nChanged 0
		SP:Iteration 13F (17358.260000 sec): 3 clusters
  Score: Raw -95780.126563 + Penalty 3168.726457 = -92611.400106
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17358.330000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17358.520000 sec): 3 clusters
  Score: Raw -43714.802465 + Penalty 2787.718829 = -40927.083636
  nChanged 39
		SP:Iteration 1F (17358.650000 sec): 3 clusters
  Score: Raw -43865.674333 + Penalty 2787.718829 = -41077.955503
  nChanged 11
		SP:Iteration 2Q (17358.810000 sec): 3 clusters
  Score: Raw -43897.696809 + Penalty 2787.718829 = -41109.977980
  nChanged 4
		SP:Iteration 3Q (17358.970000 sec): 3 clusters
  Score: Raw -43911.435114 + Penalty 2787.718829 = -41123.716284
  nChanged 1
		SP:Iteration 4Q (17359.130000 sec): 3 clusters
  Score: Raw -43915.750085 + Penalty 2787.718829 = -41128.031255
  nChanged 1
		SP:Iteration 5Q (17359.290000 sec): 3 clusters
  Score: Raw -43916.768301 + Penalty 2787.718829 = -41129.049472
  nChanged 0
		SP:Iteration 6F (17359.450000 sec): 3 clusters
  Score: Raw -43916.768301 + Penalty 2787.718829 = -41129.049472
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17359.530000 sec): 2 clusters
  Score: Raw -49231.513091 + Penalty 1466.548745 = -47764.964345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17359.710000 sec): 3 clusters
  Score: Raw -49734.111570 + Penalty 2933.097491 = -46801.014079
  nChanged 72
		SP:Iteration 1F (17359.910000 sec): 3 clusters
  Score: Raw -49920.036876 + Penalty 2933.097491 = -46986.939386
  nChanged 27
		SP:Iteration 2F (17360.040000 sec): 3 clusters
  Score: Raw -50035.225848 + Penalty 2933.097491 = -47102.128357
  nChanged 17
		SP:Iteration 3Q (17360.200000 sec): 3 clusters
  Score: Raw -50099.815682 + Penalty 2933.097491 = -47166.718191
  nChanged 10
		SP:Iteration 4Q (17360.370000 sec): 3 clusters
  Score: Raw -50128.805254 + Penalty 2933.097491 = -47195.707763
  nChanged 4
		SP:Iteration 5Q (17360.490000 sec): 3 clusters
  Score: Raw -50135.446018 + Penalty 2933.097491 = -47202.348528
  nChanged 3
		SP:Iteration 6Q (17360.590000 sec): 3 clusters
  Score: Raw -50139.717726 + Penalty 2933.097491 = -47206.620235
  nChanged 1
		SP:Iteration 7Q (17360.730000 sec): 3 clusters
  Score: Raw -50141.625580 + Penalty 2933.097491 = -47208.528089
  nChanged 2
		SP:Iteration 8Q (17360.820000 sec): 3 clusters
  Score: Raw -50148.588921 + Penalty 2933.097491 = -47215.491430
  nChanged 3
		SP:Iteration 9Q (17360.970000 sec): 3 clusters
  Score: Raw -50155.418829 + Penalty 2933.097491 = -47222.321338
  nChanged 4
		SP:Iteration 10Q (17361.110000 sec): 3 clusters
  Score: Raw -50164.007603 + Penalty 2933.097491 = -47230.910112
  nChanged 7
		SP:Iteration 11Q (17361.250000 sec): 3 clusters
  Score: Raw -50187.699140 + Penalty 2933.097491 = -47254.601649
  nChanged 2
		SP:Iteration 12Q (17361.390000 sec): 3 clusters
  Score: Raw -50190.749017 + Penalty 2933.097491 = -47257.651526
  nChanged 1
		SP:Iteration 13Q (17361.490000 sec): 3 clusters
  Score: Raw -50191.844414 + Penalty 2933.097491 = -47258.746923
  nChanged 3
		SP:Iteration 14Q (17361.580000 sec): 3 clusters
  Score: Raw -50198.046811 + Penalty 2933.097491 = -47264.949320
  nChanged 4
		SP:Iteration 15Q (17361.730000 sec): 3 clusters
  Score: Raw -50206.665539 + Penalty 2933.097491 = -47273.568049
  nChanged 2
		SP:Iteration 16Q (17361.870000 sec): 3 clusters
  Score: Raw -50219.167834 + Penalty 2933.097491 = -47286.070343
  nChanged 2
		SP:Iteration 17Q (17362.000000 sec): 3 clusters
  Score: Raw -50283.571526 + Penalty 2933.097491 = -47350.474035
  nChanged 4
		SP:Iteration 18Q (17362.130000 sec): 3 clusters
  Score: Raw -50292.078784 + Penalty 2933.097491 = -47358.981293
  nChanged 1
		SP:Iteration 19Q (17362.300000 sec): 3 clusters
  Score: Raw -50297.104162 + Penalty 2933.097491 = -47364.006671
  nChanged 2
		SP:Iteration 20F (17362.420000 sec): 3 clusters
  Score: Raw -50305.093020 + Penalty 2933.097491 = -47371.995530
  nChanged 1
		SP:Iteration 21Q (17362.510000 sec): 3 clusters
  Score: Raw -50317.407729 + Penalty 2933.097491 = -47384.310238
  nChanged 2
		SP:Iteration 22Q (17362.650000 sec): 3 clusters
  Score: Raw -50335.045926 + Penalty 2933.097491 = -47401.948435
  nChanged 3
		SP:Iteration 23Q (17362.790000 sec): 3 clusters
  Score: Raw -50342.414379 + Penalty 2933.097491 = -47409.316888
  nChanged 0
		SP:Iteration 24F (17362.900000 sec): 3 clusters
  Score: Raw -50342.414379 + Penalty 2933.097491 = -47409.316888
  nChanged 0
Deleting Class 10 (407 points): Lose 2809.203536 but Gain 3262.464713
Iteration 283F (17456.090000 sec): 58 clusters
  Score: Raw -91391386.307474 + Penalty 185960.488658 = -91205425.818816
  nChanged 380
Iteration 284F (17545.150000 sec): 58 clusters
  Score: Raw -91392353.889320 + Penalty 185960.488658 = -91206393.400662
  nChanged 24
Iteration 285Q (17592.540000 sec): 58 clusters
  Score: Raw -91392377.279833 + Penalty 185960.488658 = -91206416.791175
  nChanged 0
Iteration 286F (17676.700000 sec): 58 clusters
  Score: Raw -91392377.279833 + Penalty 185960.488658 = -91206416.791175
  nChanged 0
Compute initial score before splitting:   Score: Raw -91392377.279833 + Penalty 185960.488658 = -91206416.791175
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17676.800000 sec): 2 clusters
  Score: Raw -47472.979105 + Penalty 1467.885676 = -46005.093429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17676.910000 sec): 3 clusters
  Score: Raw -47599.098917 + Penalty 2935.771352 = -44663.327565
  nChanged 52
		SP:Iteration 1F (17677.060000 sec): 3 clusters
  Score: Raw -47720.601551 + Penalty 2935.771352 = -44784.830200
  nChanged 18
		SP:Iteration 2Q (17677.150000 sec): 3 clusters
  Score: Raw -47776.905543 + Penalty 2935.771352 = -44841.134191
  nChanged 10
		SP:Iteration 3Q (17677.280000 sec): 3 clusters
  Score: Raw -47818.092042 + Penalty 2935.771352 = -44882.320690
  nChanged 9
		SP:Iteration 4Q (17677.370000 sec): 3 clusters
  Score: Raw -47850.861971 + Penalty 2935.771352 = -44915.090619
  nChanged 6
		SP:Iteration 5Q (17677.470000 sec): 3 clusters
  Score: Raw -47866.177738 + Penalty 2935.771352 = -44930.406386
  nChanged 4
		SP:Iteration 6Q (17677.600000 sec): 3 clusters
  Score: Raw -47886.699613 + Penalty 2935.771352 = -44950.928261
  nChanged 4
		SP:Iteration 7Q (17677.740000 sec): 3 clusters
  Score: Raw -47899.315222 + Penalty 2935.771352 = -44963.543870
  nChanged 2
		SP:Iteration 8Q (17677.870000 sec): 3 clusters
  Score: Raw -47913.741502 + Penalty 2935.771352 = -44977.970151
  nChanged 2
		SP:Iteration 9Q (17678.000000 sec): 3 clusters
  Score: Raw -47916.680995 + Penalty 2935.771352 = -44980.909643
  nChanged 0
		SP:Iteration 10F (17678.140000 sec): 3 clusters
  Score: Raw -47916.680995 + Penalty 2935.771352 = -44980.909643
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17678.200000 sec): 2 clusters
  Score: Raw -77311.004320 + Penalty 1532.130140 = -75778.874180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17678.340000 sec): 3 clusters
  Score: Raw -77350.396600 + Penalty 3064.260281 = -74286.136319
  nChanged 89
		SP:Iteration 1F (17678.480000 sec): 3 clusters
  Score: Raw -77521.266852 + Penalty 3064.260281 = -74457.006571
  nChanged 22
		SP:Iteration 2Q (17678.600000 sec): 3 clusters
  Score: Raw -77572.543401 + Penalty 3064.260281 = -74508.283121
  nChanged 12
		SP:Iteration 3Q (17678.690000 sec): 3 clusters
  Score: Raw -77606.338438 + Penalty 3064.260281 = -74542.078157
  nChanged 9
		SP:Iteration 4Q (17678.790000 sec): 3 clusters
  Score: Raw -77617.399688 + Penalty 3064.260281 = -74553.139408
  nChanged 8
		SP:Iteration 5Q (17678.900000 sec): 3 clusters
  Score: Raw -77630.676274 + Penalty 3064.260281 = -74566.415994
  nChanged 4
		SP:Iteration 6Q (17679.000000 sec): 3 clusters
  Score: Raw -77634.925306 + Penalty 3064.260281 = -74570.665025
  nChanged 2
		SP:Iteration 7Q (17679.140000 sec): 3 clusters
  Score: Raw -77637.508777 + Penalty 3064.260281 = -74573.248497
  nChanged 4
		SP:Iteration 8Q (17679.240000 sec): 3 clusters
  Score: Raw -77641.626501 + Penalty 3064.260281 = -74577.366220
  nChanged 3
		SP:Iteration 9Q (17679.370000 sec): 3 clusters
  Score: Raw -77648.485441 + Penalty 3064.260281 = -74584.225160
  nChanged 5
		SP:Iteration 10Q (17679.460000 sec): 3 clusters
  Score: Raw -77655.326491 + Penalty 3064.260281 = -74591.066210
  nChanged 2
		SP:Iteration 11Q (17679.590000 sec): 3 clusters
  Score: Raw -77657.487748 + Penalty 3064.260281 = -74593.227468
  nChanged 1
		SP:Iteration 12Q (17679.720000 sec): 3 clusters
  Score: Raw -77657.854104 + Penalty 3064.260281 = -74593.593823
  nChanged 0
		SP:Iteration 13F (17679.920000 sec): 3 clusters
  Score: Raw -77657.854104 + Penalty 3064.260281 = -74593.593823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17680.030000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17680.170000 sec): 3 clusters
  Score: Raw -221733.514845 + Penalty 3514.607126 = -218218.907718
  nChanged 336
		SP:Iteration 1F (17680.320000 sec): 3 clusters
  Score: Raw -222049.604476 + Penalty 3514.607126 = -218534.997349
  nChanged 75
		SP:Iteration 2F (17680.440000 sec): 3 clusters
  Score: Raw -222139.835954 + Penalty 3514.607126 = -218625.228828
  nChanged 40
		SP:Iteration 3Q (17680.590000 sec): 3 clusters
  Score: Raw -222191.328719 + Penalty 3514.607126 = -218676.721593
  nChanged 27
		SP:Iteration 4Q (17680.750000 sec): 3 clusters
  Score: Raw -222222.134805 + Penalty 3514.607126 = -218707.527679
  nChanged 24
		SP:Iteration 5Q (17680.880000 sec): 3 clusters
  Score: Raw -222248.515454 + Penalty 3514.607126 = -218733.908328
  nChanged 11
		SP:Iteration 6Q (17680.970000 sec): 3 clusters
  Score: Raw -222259.870655 + Penalty 3514.607126 = -218745.263529
  nChanged 7
		SP:Iteration 7Q (17681.090000 sec): 3 clusters
  Score: Raw -222265.484928 + Penalty 3514.607126 = -218750.877802
  nChanged 7
		SP:Iteration 8Q (17681.250000 sec): 3 clusters
  Score: Raw -222274.472035 + Penalty 3514.607126 = -218759.864909
  nChanged 7
		SP:Iteration 9Q (17681.380000 sec): 3 clusters
  Score: Raw -222279.708736 + Penalty 3514.607126 = -218765.101610
  nChanged 2
		SP:Iteration 10Q (17681.460000 sec): 3 clusters
  Score: Raw -222280.635547 + Penalty 3514.607126 = -218766.028420
  nChanged 1
		SP:Iteration 11Q (17681.560000 sec): 3 clusters
  Score: Raw -222282.168672 + Penalty 3514.607126 = -218767.561546
  nChanged 3
		SP:Iteration 12Q (17681.720000 sec): 3 clusters
  Score: Raw -222284.288254 + Penalty 3514.607126 = -218769.681127
  nChanged 1
		SP:Iteration 13Q (17681.890000 sec): 3 clusters
  Score: Raw -222286.477684 + Penalty 3514.607126 = -218771.870558
  nChanged 2
		SP:Iteration 14Q (17682.000000 sec): 3 clusters
  Score: Raw -222287.976864 + Penalty 3514.607126 = -218773.369737
  nChanged 2
		SP:Iteration 15Q (17682.160000 sec): 3 clusters
  Score: Raw -222290.868299 + Penalty 3514.607126 = -218776.261172
  nChanged 2
		SP:Iteration 16Q (17682.300000 sec): 3 clusters
  Score: Raw -222293.020188 + Penalty 3514.607126 = -218778.413061
  nChanged 2
		SP:Iteration 17Q (17682.470000 sec): 3 clusters
  Score: Raw -222295.074788 + Penalty 3514.607126 = -218780.467662
  nChanged 1
		SP:Iteration 18Q (17682.640000 sec): 3 clusters
  Score: Raw -222296.206685 + Penalty 3514.607126 = -218781.599559
  nChanged 2
		SP:Iteration 19Q (17682.760000 sec): 3 clusters
  Score: Raw -222297.880853 + Penalty 3514.607126 = -218783.273727
  nChanged 0
		SP:Iteration 20F (17682.800000 sec): 3 clusters
  Score: Raw -222297.880853 + Penalty 3514.607126 = -218783.273727
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17682.820000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17682.880000 sec): 3 clusters
  Score: Raw -27075.111093 + Penalty 2547.356025 = -24527.755068
  nChanged 10
		SP:Iteration 1F (17683.100000 sec): 3 clusters
  Score: Raw -27133.063431 + Penalty 2547.356025 = -24585.707406
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17683.200000 sec): 2 clusters
  Score: Raw -907448.131546 + Penalty 2118.919402 = -905329.212144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17683.380000 sec): 3 clusters
  Score: Raw -904953.689868 + Penalty 4237.838803 = -900715.851064
  nChanged 1983
		SP:Iteration 1F (17683.580000 sec): 3 clusters
  Score: Raw -906034.063961 + Penalty 4237.838803 = -901796.225157
  nChanged 371
		SP:Iteration 2F (17683.760000 sec): 3 clusters
  Score: Raw -906264.021983 + Penalty 4237.838803 = -902026.183179
  nChanged 258
		SP:Iteration 3F (17683.940000 sec): 3 clusters
  Score: Raw -906410.352315 + Penalty 4237.838803 = -902172.513512
  nChanged 210
		SP:Iteration 4Q (17684.120000 sec): 3 clusters
  Score: Raw -906535.202054 + Penalty 4237.838803 = -902297.363251
  nChanged 171
		SP:Iteration 5Q (17684.340000 sec): 3 clusters
  Score: Raw -906642.337125 + Penalty 4237.838803 = -902404.498322
  nChanged 152
		SP:Iteration 6Q (17684.580000 sec): 3 clusters
  Score: Raw -906723.524797 + Penalty 4237.838803 = -902485.685994
  nChanged 139
		SP:Iteration 7Q (17684.760000 sec): 3 clusters
  Score: Raw -906791.149009 + Penalty 4237.838803 = -902553.310206
  nChanged 116
		SP:Iteration 8Q (17684.900000 sec): 3 clusters
  Score: Raw -906848.236232 + Penalty 4237.838803 = -902610.397429
  nChanged 104
		SP:Iteration 9Q (17685.080000 sec): 3 clusters
  Score: Raw -906894.661599 + Penalty 4237.838803 = -902656.822796
  nChanged 94
		SP:Iteration 10Q (17685.260000 sec): 3 clusters
  Score: Raw -906931.773404 + Penalty 4237.838803 = -902693.934600
  nChanged 77
		SP:Iteration 11Q (17685.470000 sec): 3 clusters
  Score: Raw -906957.882704 + Penalty 4237.838803 = -902720.043901
  nChanged 71
		SP:Iteration 12Q (17685.660000 sec): 3 clusters
  Score: Raw -906983.647941 + Penalty 4237.838803 = -902745.809137
  nChanged 47
		SP:Iteration 13Q (17685.830000 sec): 3 clusters
  Score: Raw -906998.084102 + Penalty 4237.838803 = -902760.245299
  nChanged 36
		SP:Iteration 14Q (17685.950000 sec): 3 clusters
  Score: Raw -907009.863107 + Penalty 4237.838803 = -902772.024304
  nChanged 37
		SP:Iteration 15Q (17686.180000 sec): 3 clusters
  Score: Raw -907021.681280 + Penalty 4237.838803 = -902783.842476
  nChanged 42
		SP:Iteration 16Q (17686.320000 sec): 3 clusters
  Score: Raw -907035.203032 + Penalty 4237.838803 = -902797.364229
  nChanged 36
		SP:Iteration 17Q (17686.510000 sec): 3 clusters
  Score: Raw -907045.251078 + Penalty 4237.838803 = -902807.412275
  nChanged 34
		SP:Iteration 18Q (17686.720000 sec): 3 clusters
  Score: Raw -907055.121991 + Penalty 4237.838803 = -902817.283188
  nChanged 32
		SP:Iteration 19Q (17686.900000 sec): 3 clusters
  Score: Raw -907066.977276 + Penalty 4237.838803 = -902829.138473
  nChanged 35
		SP:Iteration 20F (17687.060000 sec): 3 clusters
  Score: Raw -907077.322807 + Penalty 4237.838803 = -902839.484004
  nChanged 28
		SP:Iteration 21Q (17687.200000 sec): 3 clusters
  Score: Raw -907084.881535 + Penalty 4237.838803 = -902847.042732
  nChanged 30
		SP:Iteration 22Q (17687.360000 sec): 3 clusters
  Score: Raw -907093.979663 + Penalty 4237.838803 = -902856.140860
  nChanged 37
		SP:Iteration 23Q (17687.500000 sec): 3 clusters
  Score: Raw -907105.067909 + Penalty 4237.838803 = -902867.229106
  nChanged 28
		SP:Iteration 24Q (17687.680000 sec): 3 clusters
  Score: Raw -907116.430022 + Penalty 4237.838803 = -902878.591219
  nChanged 33
		SP:Iteration 25Q (17687.830000 sec): 3 clusters
  Score: Raw -907132.211117 + Penalty 4237.838803 = -902894.372314
  nChanged 35
		SP:Iteration 26Q (17688.050000 sec): 3 clusters
  Score: Raw -907145.251029 + Penalty 4237.838803 = -902907.412226
  nChanged 39
		SP:Iteration 27Q (17688.230000 sec): 3 clusters
  Score: Raw -907156.956532 + Penalty 4237.838803 = -902919.117729
  nChanged 26
		SP:Iteration 28Q (17688.380000 sec): 3 clusters
  Score: Raw -907165.708198 + Penalty 4237.838803 = -902927.869395
  nChanged 20
		SP:Iteration 29Q (17688.550000 sec): 3 clusters
  Score: Raw -907172.092839 + Penalty 4237.838803 = -902934.254035
  nChanged 24
		SP:Iteration 30Q (17688.720000 sec): 3 clusters
  Score: Raw -907179.847925 + Penalty 4237.838803 = -902942.009121
  nChanged 27
		SP:Iteration 31Q (17688.920000 sec): 3 clusters
  Score: Raw -907189.009345 + Penalty 4237.838803 = -902951.170542
  nChanged 30
		SP:Iteration 32Q (17689.100000 sec): 3 clusters
  Score: Raw -907199.804413 + Penalty 4237.838803 = -902961.965610
  nChanged 22
		SP:Iteration 33Q (17689.250000 sec): 3 clusters
  Score: Raw -907208.692836 + Penalty 4237.838803 = -902970.854032
  nChanged 23
		SP:Iteration 34Q (17689.440000 sec): 3 clusters
  Score: Raw -907217.180480 + Penalty 4237.838803 = -902979.341676
  nChanged 26
		SP:Iteration 35Q (17689.620000 sec): 3 clusters
  Score: Raw -907224.916812 + Penalty 4237.838803 = -902987.078009
  nChanged 19
		SP:Iteration 36Q (17689.800000 sec): 3 clusters
  Score: Raw -907232.143421 + Penalty 4237.838803 = -902994.304618
  nChanged 19
		SP:Iteration 37Q (17689.980000 sec): 3 clusters
  Score: Raw -907241.049368 + Penalty 4237.838803 = -903003.210565
  nChanged 27
		SP:Iteration 38Q (17690.190000 sec): 3 clusters
  Score: Raw -907254.275819 + Penalty 4237.838803 = -903016.437016
  nChanged 35
		SP:Iteration 39Q (17690.380000 sec): 3 clusters
  Score: Raw -907270.796700 + Penalty 4237.838803 = -903032.957897
  nChanged 34
		SP:Iteration 40F (17690.580000 sec): 3 clusters
  Score: Raw -907283.947526 + Penalty 4237.838803 = -903046.108722
  nChanged 23
		SP:Iteration 41Q (17690.770000 sec): 3 clusters
  Score: Raw -907296.670156 + Penalty 4237.838803 = -903058.831353
  nChanged 35
		SP:Iteration 42Q (17690.960000 sec): 3 clusters
  Score: Raw -907315.419914 + Penalty 4237.838803 = -903077.581111
  nChanged 43
		SP:Iteration 43Q (17691.140000 sec): 3 clusters
  Score: Raw -907337.785554 + Penalty 4237.838803 = -903099.946751
  nChanged 39
		SP:Iteration 44Q (17691.320000 sec): 3 clusters
  Score: Raw -907362.740317 + Penalty 4237.838803 = -903124.901514
  nChanged 43
		SP:Iteration 45Q (17691.540000 sec): 3 clusters
  Score: Raw -907394.333558 + Penalty 4237.838803 = -903156.494755
  nChanged 46
		SP:Iteration 46Q (17691.720000 sec): 3 clusters
  Score: Raw -907418.294073 + Penalty 4237.838803 = -903180.455269
  nChanged 40
		SP:Iteration 47Q (17691.920000 sec): 3 clusters
  Score: Raw -907436.698816 + Penalty 4237.838803 = -903198.860013
  nChanged 22
		SP:Iteration 48Q (17692.120000 sec): 3 clusters
  Score: Raw -907443.156107 + Penalty 4237.838803 = -903205.317304
  nChanged 20
		SP:Iteration 49Q (17692.330000 sec): 3 clusters
  Score: Raw -907450.530888 + Penalty 4237.838803 = -903212.692084
  nChanged 24
		SP:Iteration 50Q (17692.520000 sec): 3 clusters
  Score: Raw -907460.751748 + Penalty 4237.838803 = -903222.912945
  nChanged 22
		SP:Iteration 51Q (17692.740000 sec): 3 clusters
  Score: Raw -907468.770100 + Penalty 4237.838803 = -903230.931297
  nChanged 18
		SP:Iteration 52Q (17692.900000 sec): 3 clusters
  Score: Raw -907474.427926 + Penalty 4237.838803 = -903236.589123
  nChanged 17
		SP:Iteration 53Q (17693.090000 sec): 3 clusters
  Score: Raw -907479.137240 + Penalty 4237.838803 = -903241.298437
  nChanged 9
		SP:Iteration 54Q (17693.310000 sec): 3 clusters
  Score: Raw -907482.570119 + Penalty 4237.838803 = -903244.731315
  nChanged 9
		SP:Iteration 55Q (17693.500000 sec): 3 clusters
  Score: Raw -907486.177122 + Penalty 4237.838803 = -903248.338318
  nChanged 9
		SP:Iteration 56Q (17693.700000 sec): 3 clusters
  Score: Raw -907488.962427 + Penalty 4237.838803 = -903251.123624
  nChanged 7
		SP:Iteration 57Q (17693.880000 sec): 3 clusters
  Score: Raw -907491.003532 + Penalty 4237.838803 = -903253.164729
  nChanged 3
		SP:Iteration 58Q (17694.060000 sec): 3 clusters
  Score: Raw -907492.316415 + Penalty 4237.838803 = -903254.477611
  nChanged 6
		SP:Iteration 59Q (17694.220000 sec): 3 clusters
  Score: Raw -907495.656475 + Penalty 4237.838803 = -903257.817671
  nChanged 12
		SP:Iteration 60F (17694.380000 sec): 3 clusters
  Score: Raw -907502.699826 + Penalty 4237.838803 = -903264.861023
  nChanged 14
		SP:Iteration 61Q (17694.580000 sec): 3 clusters
  Score: Raw -907510.122028 + Penalty 4237.838803 = -903272.283225
  nChanged 12
		SP:Iteration 62Q (17694.780000 sec): 3 clusters
  Score: Raw -907518.058762 + Penalty 4237.838803 = -903280.219958
  nChanged 12
		SP:Iteration 63Q (17694.960000 sec): 3 clusters
  Score: Raw -907523.297337 + Penalty 4237.838803 = -903285.458533
  nChanged 14
		SP:Iteration 64Q (17695.140000 sec): 3 clusters
  Score: Raw -907528.970147 + Penalty 4237.838803 = -903291.131344
  nChanged 15
		SP:Iteration 65Q (17695.290000 sec): 3 clusters
  Score: Raw -907539.525286 + Penalty 4237.838803 = -903301.686483
  nChanged 21
		SP:Iteration 66Q (17695.480000 sec): 3 clusters
  Score: Raw -907551.242819 + Penalty 4237.838803 = -903313.404016
  nChanged 25
		SP:Iteration 67Q (17695.630000 sec): 3 clusters
  Score: Raw -907563.559735 + Penalty 4237.838803 = -903325.720932
  nChanged 26
		SP:Iteration 68Q (17695.790000 sec): 3 clusters
  Score: Raw -907577.383486 + Penalty 4237.838803 = -903339.544683
  nChanged 24
		SP:Iteration 69Q (17695.960000 sec): 3 clusters
  Score: Raw -907585.331238 + Penalty 4237.838803 = -903347.492435
  nChanged 24
		SP:Iteration 70Q (17696.160000 sec): 3 clusters
  Score: Raw -907595.302047 + Penalty 4237.838803 = -903357.463243
  nChanged 18
		SP:Iteration 71Q (17696.350000 sec): 3 clusters
  Score: Raw -907603.905671 + Penalty 4237.838803 = -903366.066867
  nChanged 21
		SP:Iteration 72Q (17696.520000 sec): 3 clusters
  Score: Raw -907613.617333 + Penalty 4237.838803 = -903375.778530
  nChanged 24
		SP:Iteration 73Q (17696.740000 sec): 3 clusters
  Score: Raw -907624.124093 + Penalty 4237.838803 = -903386.285290
  nChanged 25
		SP:Iteration 74Q (17696.950000 sec): 3 clusters
  Score: Raw -907635.707475 + Penalty 4237.838803 = -903397.868672
  nChanged 17
		SP:Iteration 75Q (17697.120000 sec): 3 clusters
  Score: Raw -907645.318772 + Penalty 4237.838803 = -903407.479969
  nChanged 21
		SP:Iteration 76Q (17697.360000 sec): 3 clusters
  Score: Raw -907654.745094 + Penalty 4237.838803 = -903416.906291
  nChanged 16
		SP:Iteration 77Q (17697.520000 sec): 3 clusters
  Score: Raw -907663.012335 + Penalty 4237.838803 = -903425.173532
  nChanged 19
		SP:Iteration 78Q (17697.700000 sec): 3 clusters
  Score: Raw -907675.042248 + Penalty 4237.838803 = -903437.203445
  nChanged 28
		SP:Iteration 79Q (17697.880000 sec): 3 clusters
  Score: Raw -907687.775708 + Penalty 4237.838803 = -903449.936904
  nChanged 25
		SP:Iteration 80F (17698.100000 sec): 3 clusters
  Score: Raw -907699.636452 + Penalty 4237.838803 = -903461.797649
  nChanged 20
		SP:Iteration 81Q (17698.280000 sec): 3 clusters
  Score: Raw -907710.851946 + Penalty 4237.838803 = -903473.013142
  nChanged 26
		SP:Iteration 82Q (17698.470000 sec): 3 clusters
  Score: Raw -907724.535727 + Penalty 4237.838803 = -903486.696924
  nChanged 26
		SP:Iteration 83Q (17698.700000 sec): 3 clusters
  Score: Raw -907740.152545 + Penalty 4237.838803 = -903502.313742
  nChanged 22
		SP:Iteration 84Q (17698.900000 sec): 3 clusters
  Score: Raw -907750.156653 + Penalty 4237.838803 = -903512.317850
  nChanged 12
		SP:Iteration 85Q (17699.070000 sec): 3 clusters
  Score: Raw -907757.819988 + Penalty 4237.838803 = -903519.981185
  nChanged 14
		SP:Iteration 86Q (17699.240000 sec): 3 clusters
  Score: Raw -907766.119449 + Penalty 4237.838803 = -903528.280646
  nChanged 9
		SP:Iteration 87Q (17699.460000 sec): 3 clusters
  Score: Raw -907769.691459 + Penalty 4237.838803 = -903531.852656
  nChanged 10
		SP:Iteration 88Q (17699.660000 sec): 3 clusters
  Score: Raw -907774.212952 + Penalty 4237.838803 = -903536.374149
  nChanged 6
		SP:Iteration 89Q (17699.810000 sec): 3 clusters
  Score: Raw -907776.447219 + Penalty 4237.838803 = -903538.608416
  nChanged 5
		SP:Iteration 90Q (17699.980000 sec): 3 clusters
  Score: Raw -907778.608384 + Penalty 4237.838803 = -903540.769581
  nChanged 6
		SP:Iteration 91Q (17700.110000 sec): 3 clusters
  Score: Raw -907780.263601 + Penalty 4237.838803 = -903542.424797
  nChanged 5
		SP:Iteration 92Q (17700.310000 sec): 3 clusters
  Score: Raw -907781.602433 + Penalty 4237.838803 = -903543.763629
  nChanged 4
		SP:Iteration 93Q (17700.480000 sec): 3 clusters
  Score: Raw -907784.394467 + Penalty 4237.838803 = -903546.555664
  nChanged 10
		SP:Iteration 94Q (17700.660000 sec): 3 clusters
  Score: Raw -907789.010667 + Penalty 4237.838803 = -903551.171864
  nChanged 7
		SP:Iteration 95Q (17700.840000 sec): 3 clusters
  Score: Raw -907792.830306 + Penalty 4237.838803 = -903554.991503
  nChanged 6
		SP:Iteration 96Q (17701.020000 sec): 3 clusters
  Score: Raw -907794.804295 + Penalty 4237.838803 = -903556.965491
  nChanged 6
		SP:Iteration 97Q (17701.220000 sec): 3 clusters
  Score: Raw -907798.170788 + Penalty 4237.838803 = -903560.331985
  nChanged 7
		SP:Iteration 98Q (17701.410000 sec): 3 clusters
  Score: Raw -907801.836291 + Penalty 4237.838803 = -903563.997488
  nChanged 12
		SP:Iteration 99Q (17701.600000 sec): 3 clusters
  Score: Raw -907809.368735 + Penalty 4237.838803 = -903571.529932
  nChanged 12
		SP:Iteration 100F (17701.780000 sec): 3 clusters
  Score: Raw -907814.041964 + Penalty 4237.838803 = -903576.203160
  nChanged 11
		SP:Iteration 101Q (17701.980000 sec): 3 clusters
  Score: Raw -907819.470527 + Penalty 4237.838803 = -903581.631724
  nChanged 10
		SP:Iteration 102Q (17702.220000 sec): 3 clusters
  Score: Raw -907826.316362 + Penalty 4237.838803 = -903588.477558
  nChanged 13
		SP:Iteration 103Q (17702.360000 sec): 3 clusters
  Score: Raw -907834.188197 + Penalty 4237.838803 = -903596.349393
  nChanged 5
		SP:Iteration 104Q (17702.550000 sec): 3 clusters
  Score: Raw -907836.596617 + Penalty 4237.838803 = -903598.757814
  nChanged 6
		SP:Iteration 105Q (17702.790000 sec): 3 clusters
  Score: Raw -907839.510110 + Penalty 4237.838803 = -903601.671306
  nChanged 7
		SP:Iteration 106Q (17702.950000 sec): 3 clusters
  Score: Raw -907843.259739 + Penalty 4237.838803 = -903605.420936
  nChanged 12
		SP:Iteration 107Q (17703.170000 sec): 3 clusters
  Score: Raw -907848.382472 + Penalty 4237.838803 = -903610.543669
  nChanged 10
		SP:Iteration 108Q (17703.370000 sec): 3 clusters
  Score: Raw -907854.413943 + Penalty 4237.838803 = -903616.575139
  nChanged 4
		SP:Iteration 109Q (17703.620000 sec): 3 clusters
  Score: Raw -907858.512136 + Penalty 4237.838803 = -903620.673332
  nChanged 7
		SP:Iteration 110Q (17703.780000 sec): 3 clusters
  Score: Raw -907862.639697 + Penalty 4237.838803 = -903624.800894
  nChanged 6
		SP:Iteration 111Q (17704.010000 sec): 3 clusters
  Score: Raw -907865.397391 + Penalty 4237.838803 = -903627.558588
  nChanged 4
		SP:Iteration 112Q (17704.180000 sec): 3 clusters
  Score: Raw -907867.414805 + Penalty 4237.838803 = -903629.576001
  nChanged 7
		SP:Iteration 113Q (17704.350000 sec): 3 clusters
  Score: Raw -907869.453586 + Penalty 4237.838803 = -903631.614783
  nChanged 5
		SP:Iteration 114Q (17704.490000 sec): 3 clusters
  Score: Raw -907872.168667 + Penalty 4237.838803 = -903634.329864
  nChanged 6
		SP:Iteration 115Q (17704.670000 sec): 3 clusters
  Score: Raw -907874.499977 + Penalty 4237.838803 = -903636.661174
  nChanged 5
		SP:Iteration 116Q (17704.840000 sec): 3 clusters
  Score: Raw -907876.861032 + Penalty 4237.838803 = -903639.022228
  nChanged 4
		SP:Iteration 117Q (17705.020000 sec): 3 clusters
  Score: Raw -907879.225860 + Penalty 4237.838803 = -903641.387056
  nChanged 6
		SP:Iteration 118Q (17705.180000 sec): 3 clusters
  Score: Raw -907882.531998 + Penalty 4237.838803 = -903644.693194
  nChanged 3
		SP:Iteration 119Q (17705.360000 sec): 3 clusters
  Score: Raw -907884.681450 + Penalty 4237.838803 = -903646.842646
  nChanged 5
		SP:Iteration 120F (17705.560000 sec): 3 clusters
  Score: Raw -907886.584311 + Penalty 4237.838803 = -903648.745508
  nChanged 3
		SP:Iteration 121Q (17705.780000 sec): 3 clusters
  Score: Raw -907888.365125 + Penalty 4237.838803 = -903650.526322
  nChanged 4
		SP:Iteration 122Q (17705.910000 sec): 3 clusters
  Score: Raw -907889.333850 + Penalty 4237.838803 = -903651.495047
  nChanged 1
		SP:Iteration 123Q (17706.180000 sec): 3 clusters
  Score: Raw -907889.511858 + Penalty 4237.838803 = -903651.673055
  nChanged 0
		SP:Iteration 124F (17706.350000 sec): 3 clusters
  Score: Raw -907889.511858 + Penalty 4237.838803 = -903651.673055
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17706.450000 sec): 2 clusters
  Score: Raw -59719.319895 + Penalty 1497.391988 = -58221.927907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17706.620000 sec): 3 clusters
  Score: Raw -59936.978015 + Penalty 2994.783976 = -56942.194039
  nChanged 82
		SP:Iteration 1F (17706.830000 sec): 3 clusters
  Score: Raw -60176.439876 + Penalty 2994.783976 = -57181.655899
  nChanged 27
		SP:Iteration 2F (17707.020000 sec): 3 clusters
  Score: Raw -60262.606336 + Penalty 2994.783976 = -57267.822359
  nChanged 19
		SP:Iteration 3Q (17707.210000 sec): 3 clusters
  Score: Raw -60303.195679 + Penalty 2994.783976 = -57308.411702
  nChanged 7
		SP:Iteration 4Q (17707.380000 sec): 3 clusters
  Score: Raw -60318.695432 + Penalty 2994.783976 = -57323.911456
  nChanged 3
		SP:Iteration 5Q (17707.510000 sec): 3 clusters
  Score: Raw -60322.203909 + Penalty 2994.783976 = -57327.419932
  nChanged 2
		SP:Iteration 6Q (17707.690000 sec): 3 clusters
  Score: Raw -60323.297276 + Penalty 2994.783976 = -57328.513300
  nChanged 2
		SP:Iteration 7Q (17707.870000 sec): 3 clusters
  Score: Raw -60326.835015 + Penalty 2994.783976 = -57332.051039
  nChanged 4
		SP:Iteration 8Q (17708.020000 sec): 3 clusters
  Score: Raw -60337.160796 + Penalty 2994.783976 = -57342.376820
  nChanged 4
		SP:Iteration 9Q (17708.200000 sec): 3 clusters
  Score: Raw -60343.456406 + Penalty 2994.783976 = -57348.672430
  nChanged 5
		SP:Iteration 10Q (17708.380000 sec): 3 clusters
  Score: Raw -60352.962665 + Penalty 2994.783976 = -57358.178688
  nChanged 5
		SP:Iteration 11Q (17708.500000 sec): 3 clusters
  Score: Raw -60365.503617 + Penalty 2994.783976 = -57370.719640
  nChanged 1
		SP:Iteration 12Q (17708.670000 sec): 3 clusters
  Score: Raw -60374.263620 + Penalty 2994.783976 = -57379.479643
  nChanged 3
		SP:Iteration 13Q (17708.800000 sec): 3 clusters
  Score: Raw -60385.430490 + Penalty 2994.783976 = -57390.646513
  nChanged 1
		SP:Iteration 14Q (17708.960000 sec): 3 clusters
  Score: Raw -60395.346626 + Penalty 2994.783976 = -57400.562649
  nChanged 5
		SP:Iteration 15Q (17709.140000 sec): 3 clusters
  Score: Raw -60405.484406 + Penalty 2994.783976 = -57410.700430
  nChanged 0
		SP:Iteration 16F (17709.290000 sec): 3 clusters
  Score: Raw -60405.484406 + Penalty 2994.783976 = -57410.700430
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17709.370000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17709.530000 sec): 3 clusters
  Score: Raw -280246.177030 + Penalty 3634.904927 = -276611.272103
  nChanged 433
		SP:Iteration 1F (17709.690000 sec): 3 clusters
  Score: Raw -280647.704765 + Penalty 3634.904927 = -277012.799838
  nChanged 114
		SP:Iteration 2F (17709.870000 sec): 3 clusters
  Score: Raw -280762.924652 + Penalty 3634.904927 = -277128.019725
  nChanged 81
		SP:Iteration 3F (17710.010000 sec): 3 clusters
  Score: Raw -280871.764426 + Penalty 3634.904927 = -277236.859499
  nChanged 63
		SP:Iteration 4Q (17710.150000 sec): 3 clusters
  Score: Raw -280962.066740 + Penalty 3634.904927 = -277327.161813
  nChanged 58
		SP:Iteration 5Q (17710.310000 sec): 3 clusters
  Score: Raw -281031.927598 + Penalty 3634.904927 = -277397.022671
  nChanged 39
		SP:Iteration 6Q (17710.420000 sec): 3 clusters
  Score: Raw -281075.633162 + Penalty 3634.904927 = -277440.728235
  nChanged 26
		SP:Iteration 7Q (17710.550000 sec): 3 clusters
  Score: Raw -281102.590768 + Penalty 3634.904927 = -277467.685841
  nChanged 23
		SP:Iteration 8Q (17710.730000 sec): 3 clusters
  Score: Raw -281120.763621 + Penalty 3634.904927 = -277485.858694
  nChanged 11
		SP:Iteration 9Q (17710.920000 sec): 3 clusters
  Score: Raw -281129.411252 + Penalty 3634.904927 = -277494.506325
  nChanged 8
		SP:Iteration 10Q (17711.110000 sec): 3 clusters
  Score: Raw -281135.671273 + Penalty 3634.904927 = -277500.766346
  nChanged 8
		SP:Iteration 11Q (17711.230000 sec): 3 clusters
  Score: Raw -281143.665817 + Penalty 3634.904927 = -277508.760890
  nChanged 6
		SP:Iteration 12Q (17711.410000 sec): 3 clusters
  Score: Raw -281150.150887 + Penalty 3634.904927 = -277515.245960
  nChanged 2
		SP:Iteration 13Q (17711.550000 sec): 3 clusters
  Score: Raw -281152.026763 + Penalty 3634.904927 = -277517.121836
  nChanged 1
		SP:Iteration 14Q (17711.700000 sec): 3 clusters
  Score: Raw -281153.295577 + Penalty 3634.904927 = -277518.390650
  nChanged 2
		SP:Iteration 15Q (17711.840000 sec): 3 clusters
  Score: Raw -281154.423824 + Penalty 3634.904927 = -277519.518897
  nChanged 0
		SP:Iteration 16F (17711.970000 sec): 3 clusters
  Score: Raw -281154.423824 + Penalty 3634.904927 = -277519.518897
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17712.040000 sec): 2 clusters
  Score: Raw -27791.757628 + Penalty 1373.258898 = -26418.498730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17712.210000 sec): 3 clusters
  Score: Raw -27976.659969 + Penalty 2746.517796 = -25230.142173
  nChanged 40
		SP:Iteration 1F (17712.350000 sec): 3 clusters
  Score: Raw -28141.717883 + Penalty 2746.517796 = -25395.200086
  nChanged 13
		SP:Iteration 2F (17712.500000 sec): 3 clusters
  Score: Raw -28222.246282 + Penalty 2746.517796 = -25475.728485
  nChanged 11
		SP:Iteration 3Q (17712.660000 sec): 3 clusters
  Score: Raw -28304.398059 + Penalty 2746.517796 = -25557.880262
  nChanged 5
		SP:Iteration 4Q (17712.820000 sec): 3 clusters
  Score: Raw -28329.516882 + Penalty 2746.517796 = -25582.999086
  nChanged 2
		SP:Iteration 5Q (17713.000000 sec): 3 clusters
  Score: Raw -28335.534919 + Penalty 2746.517796 = -25589.017122
  nChanged 2
		SP:Iteration 6Q (17713.140000 sec): 3 clusters
  Score: Raw -28357.067764 + Penalty 2746.517796 = -25610.549968
  nChanged 1
		SP:Iteration 7Q (17713.320000 sec): 3 clusters
  Score: Raw -28370.231289 + Penalty 2746.517796 = -25623.713493
  nChanged 3
		SP:Iteration 8Q (17713.500000 sec): 3 clusters
  Score: Raw -28400.576841 + Penalty 2746.517796 = -25654.059044
  nChanged 2
		SP:Iteration 9Q (17713.640000 sec): 3 clusters
  Score: Raw -28407.274324 + Penalty 2746.517796 = -25660.756527
  nChanged 1
		SP:Iteration 10Q (17713.820000 sec): 3 clusters
  Score: Raw -28409.900653 + Penalty 2746.517796 = -25663.382857
  nChanged 0
		SP:Iteration 11F (17713.960000 sec): 3 clusters
  Score: Raw -28409.900653 + Penalty 2746.517796 = -25663.382857
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17714.060000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17714.160000 sec): 3 clusters
  Score: Raw -218560.267550 + Penalty 3502.847050 = -215057.420500
  nChanged 318
		SP:Iteration 1F (17714.340000 sec): 3 clusters
  Score: Raw -218887.790022 + Penalty 3502.847050 = -215384.942972
  nChanged 98
		SP:Iteration 2F (17714.420000 sec): 3 clusters
  Score: Raw -219018.100797 + Penalty 3502.847050 = -215515.253747
  nChanged 61
		SP:Iteration 3F (17714.600000 sec): 3 clusters
  Score: Raw -219116.055915 + Penalty 3502.847050 = -215613.208865
  nChanged 59
		SP:Iteration 4F (17714.790000 sec): 3 clusters
  Score: Raw -219188.645709 + Penalty 3502.847050 = -215685.798659
  nChanged 33
		SP:Iteration 5Q (17714.930000 sec): 3 clusters
  Score: Raw -219225.540680 + Penalty 3502.847050 = -215722.693630
  nChanged 28
		SP:Iteration 6Q (17715.070000 sec): 3 clusters
  Score: Raw -219262.021960 + Penalty 3502.847050 = -215759.174910
  nChanged 26
		SP:Iteration 7Q (17715.270000 sec): 3 clusters
  Score: Raw -219304.210346 + Penalty 3502.847050 = -215801.363297
  nChanged 28
		SP:Iteration 8Q (17715.380000 sec): 3 clusters
  Score: Raw -219350.721383 + Penalty 3502.847050 = -215847.874333
  nChanged 23
		SP:Iteration 9Q (17715.540000 sec): 3 clusters
  Score: Raw -219391.097766 + Penalty 3502.847050 = -215888.250716
  nChanged 22
		SP:Iteration 10Q (17715.730000 sec): 3 clusters
  Score: Raw -219435.292022 + Penalty 3502.847050 = -215932.444973
  nChanged 24
		SP:Iteration 11Q (17715.910000 sec): 3 clusters
  Score: Raw -219470.852037 + Penalty 3502.847050 = -215968.004988
  nChanged 17
		SP:Iteration 12Q (17716.070000 sec): 3 clusters
  Score: Raw -219493.170309 + Penalty 3502.847050 = -215990.323260
  nChanged 11
		SP:Iteration 13Q (17716.240000 sec): 3 clusters
  Score: Raw -219513.828301 + Penalty 3502.847050 = -216010.981252
  nChanged 11
		SP:Iteration 14Q (17716.390000 sec): 3 clusters
  Score: Raw -219532.539045 + Penalty 3502.847050 = -216029.691996
  nChanged 10
		SP:Iteration 15Q (17716.560000 sec): 3 clusters
  Score: Raw -219565.848039 + Penalty 3502.847050 = -216063.000989
  nChanged 10
		SP:Iteration 16Q (17716.750000 sec): 3 clusters
  Score: Raw -219600.761060 + Penalty 3502.847050 = -216097.914010
  nChanged 12
		SP:Iteration 17Q (17716.940000 sec): 3 clusters
  Score: Raw -219624.021718 + Penalty 3502.847050 = -216121.174668
  nChanged 19
		SP:Iteration 18Q (17717.120000 sec): 3 clusters
  Score: Raw -219650.749222 + Penalty 3502.847050 = -216147.902172
  nChanged 13
		SP:Iteration 19Q (17717.270000 sec): 3 clusters
  Score: Raw -219674.350771 + Penalty 3502.847050 = -216171.503721
  nChanged 15
		SP:Iteration 20F (17717.430000 sec): 3 clusters
  Score: Raw -219710.659997 + Penalty 3502.847050 = -216207.812948
  nChanged 12
		SP:Iteration 21Q (17717.540000 sec): 3 clusters
  Score: Raw -219736.003994 + Penalty 3502.847050 = -216233.156944
  nChanged 6
		SP:Iteration 22Q (17717.700000 sec): 3 clusters
  Score: Raw -219745.719199 + Penalty 3502.847050 = -216242.872149
  nChanged 8
		SP:Iteration 23Q (17717.860000 sec): 3 clusters
  Score: Raw -219759.497781 + Penalty 3502.847050 = -216256.650732
  nChanged 9
		SP:Iteration 24Q (17718.050000 sec): 3 clusters
  Score: Raw -219770.613509 + Penalty 3502.847050 = -216267.766459
  nChanged 8
		SP:Iteration 25Q (17718.200000 sec): 3 clusters
  Score: Raw -219781.697525 + Penalty 3502.847050 = -216278.850475
  nChanged 5
		SP:Iteration 26Q (17718.360000 sec): 3 clusters
  Score: Raw -219789.831777 + Penalty 3502.847050 = -216286.984727
  nChanged 4
		SP:Iteration 27Q (17718.480000 sec): 3 clusters
  Score: Raw -219794.048348 + Penalty 3502.847050 = -216291.201298
  nChanged 1
		SP:Iteration 28Q (17718.610000 sec): 3 clusters
  Score: Raw -219795.065018 + Penalty 3502.847050 = -216292.217969
  nChanged 1
		SP:Iteration 29Q (17718.740000 sec): 3 clusters
  Score: Raw -219795.654015 + Penalty 3502.847050 = -216292.806966
  nChanged 1
		SP:Iteration 30Q (17718.880000 sec): 3 clusters
  Score: Raw -219796.619602 + Penalty 3502.847050 = -216293.772552
  nChanged 0
		SP:Iteration 31F (17719.020000 sec): 3 clusters
  Score: Raw -219796.619602 + Penalty 3502.847050 = -216293.772552
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17719.080000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17719.260000 sec): 3 clusters
  Score: Raw -35350.570143 + Penalty 2681.957199 = -32668.612944
  nChanged 12
		SP:Iteration 1F (17719.390000 sec): 3 clusters
  Score: Raw -35426.243777 + Penalty 2681.957199 = -32744.286578
  nChanged 2
		SP:Iteration 2Q (17719.560000 sec): 3 clusters
  Score: Raw -35469.562891 + Penalty 2681.957199 = -32787.605692
  nChanged 2
		SP:Iteration 3Q (17719.740000 sec): 3 clusters
  Score: Raw -35506.803896 + Penalty 2681.957199 = -32824.846697
  nChanged 3
		SP:Iteration 4Q (17719.920000 sec): 3 clusters
  Score: Raw -35553.596136 + Penalty 2681.957199 = -32871.638938
  nChanged 3
		SP:Iteration 5Q (17720.140000 sec): 3 clusters
  Score: Raw -35567.189546 + Penalty 2681.957199 = -32885.232347
  nChanged 1
		SP:Iteration 6Q (17720.310000 sec): 3 clusters
  Score: Raw -35573.050381 + Penalty 2681.957199 = -32891.093182
  nChanged 1
		SP:Iteration 7Q (17720.450000 sec): 3 clusters
  Score: Raw -35576.139931 + Penalty 2681.957199 = -32894.182732
  nChanged 0
		SP:Iteration 8F (17720.580000 sec): 3 clusters
  Score: Raw -35576.139931 + Penalty 2681.957199 = -32894.182732
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17720.620000 sec): 2 clusters
  Score: Raw -49732.065862 + Penalty 1446.306854 = -48285.759008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17720.760000 sec): 3 clusters
  Score: Raw -50041.944772 + Penalty 2892.613709 = -47149.331063
  nChanged 64
		SP:Iteration 1F (17720.880000 sec): 3 clusters
  Score: Raw -50339.206330 + Penalty 2892.613709 = -47446.592621
  nChanged 15
		SP:Iteration 2Q (17720.980000 sec): 3 clusters
  Score: Raw -50392.790376 + Penalty 2892.613709 = -47500.176667
  nChanged 9
		SP:Iteration 3Q (17721.120000 sec): 3 clusters
  Score: Raw -50418.536904 + Penalty 2892.613709 = -47525.923196
  nChanged 7
		SP:Iteration 4Q (17721.220000 sec): 3 clusters
  Score: Raw -50447.824282 + Penalty 2892.613709 = -47555.210573
  nChanged 2
		SP:Iteration 5Q (17721.360000 sec): 3 clusters
  Score: Raw -50452.979227 + Penalty 2892.613709 = -47560.365518
  nChanged 1
		SP:Iteration 6Q (17721.500000 sec): 3 clusters
  Score: Raw -50456.063725 + Penalty 2892.613709 = -47563.450016
  nChanged 0
		SP:Iteration 7F (17721.660000 sec): 3 clusters
  Score: Raw -50456.063725 + Penalty 2892.613709 = -47563.450016
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17721.800000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17722.030000 sec): 3 clusters
  Score: Raw -2507080.736834 + Penalty 4719.526554 = -2502361.210281
  nChanged 5728
		SP:Iteration 1F (17722.280000 sec): 3 clusters
  Score: Raw -2510134.002409 + Penalty 4719.526554 = -2505414.475855
  nChanged 819
		SP:Iteration 2F (17722.560000 sec): 3 clusters
  Score: Raw -2510523.496808 + Penalty 4719.526554 = -2505803.970255
  nChanged 737
		SP:Iteration 3F (17722.800000 sec): 3 clusters
  Score: Raw -2510896.793366 + Penalty 4719.526554 = -2506177.266812
  nChanged 700
		SP:Iteration 4F (17723.020000 sec): 3 clusters
  Score: Raw -2511301.519763 + Penalty 4719.526554 = -2506581.993210
  nChanged 703
		SP:Iteration 5F (17723.260000 sec): 3 clusters
  Score: Raw -2511732.677520 + Penalty 4719.526554 = -2507013.150966
  nChanged 725
		SP:Iteration 6F (17723.510000 sec): 3 clusters
  Score: Raw -2512209.816294 + Penalty 4719.526554 = -2507490.289740
  nChanged 685
		SP:Iteration 7F (17723.750000 sec): 3 clusters
  Score: Raw -2512675.721484 + Penalty 4719.526554 = -2507956.194931
  nChanged 612
		SP:Iteration 8Q (17723.990000 sec): 3 clusters
  Score: Raw -2513076.953879 + Penalty 4719.526554 = -2508357.427325
  nChanged 503
		SP:Iteration 9Q (17724.220000 sec): 3 clusters
  Score: Raw -2513419.293569 + Penalty 4719.526554 = -2508699.767015
  nChanged 459
		SP:Iteration 10Q (17724.460000 sec): 3 clusters
  Score: Raw -2513744.842498 + Penalty 4719.526554 = -2509025.315945
  nChanged 391
		SP:Iteration 11Q (17724.720000 sec): 3 clusters
  Score: Raw -2513998.323148 + Penalty 4719.526554 = -2509278.796595
  nChanged 300
		SP:Iteration 12Q (17724.980000 sec): 3 clusters
  Score: Raw -2514190.831460 + Penalty 4719.526554 = -2509471.304906
  nChanged 254
		SP:Iteration 13Q (17725.210000 sec): 3 clusters
  Score: Raw -2514356.591682 + Penalty 4719.526554 = -2509637.065128
  nChanged 199
		SP:Iteration 14Q (17725.420000 sec): 3 clusters
  Score: Raw -2514480.244738 + Penalty 4719.526554 = -2509760.718184
  nChanged 145
		SP:Iteration 15Q (17725.650000 sec): 3 clusters
  Score: Raw -2514563.099172 + Penalty 4719.526554 = -2509843.572619
  nChanged 113
		SP:Iteration 16Q (17725.900000 sec): 3 clusters
  Score: Raw -2514620.229467 + Penalty 4719.526554 = -2509900.702913
  nChanged 94
		SP:Iteration 17Q (17726.130000 sec): 3 clusters
  Score: Raw -2514674.456138 + Penalty 4719.526554 = -2509954.929585
  nChanged 86
		SP:Iteration 18Q (17726.360000 sec): 3 clusters
  Score: Raw -2514727.023844 + Penalty 4719.526554 = -2510007.497291
  nChanged 73
		SP:Iteration 19Q (17726.630000 sec): 3 clusters
  Score: Raw -2514770.527402 + Penalty 4719.526554 = -2510051.000848
  nChanged 51
		SP:Iteration 20F (17726.840000 sec): 3 clusters
  Score: Raw -2514802.225224 + Penalty 4719.526554 = -2510082.698670
  nChanged 39
		SP:Iteration 21Q (17727.040000 sec): 3 clusters
  Score: Raw -2514827.229610 + Penalty 4719.526554 = -2510107.703057
  nChanged 34
		SP:Iteration 22Q (17727.290000 sec): 3 clusters
  Score: Raw -2514849.006378 + Penalty 4719.526554 = -2510129.479825
  nChanged 31
		SP:Iteration 23Q (17727.550000 sec): 3 clusters
  Score: Raw -2514871.367726 + Penalty 4719.526554 = -2510151.841173
  nChanged 25
		SP:Iteration 24Q (17727.790000 sec): 3 clusters
  Score: Raw -2514886.559549 + Penalty 4719.526554 = -2510167.032996
  nChanged 19
		SP:Iteration 25Q (17728.040000 sec): 3 clusters
  Score: Raw -2514896.024525 + Penalty 4719.526554 = -2510176.497971
  nChanged 15
		SP:Iteration 26Q (17728.270000 sec): 3 clusters
  Score: Raw -2514906.449719 + Penalty 4719.526554 = -2510186.923166
  nChanged 9
		SP:Iteration 27Q (17728.490000 sec): 3 clusters
  Score: Raw -2514913.306537 + Penalty 4719.526554 = -2510193.779983
  nChanged 12
		SP:Iteration 28Q (17728.740000 sec): 3 clusters
  Score: Raw -2514923.419639 + Penalty 4719.526554 = -2510203.893085
  nChanged 9
		SP:Iteration 29Q (17728.990000 sec): 3 clusters
  Score: Raw -2514928.708027 + Penalty 4719.526554 = -2510209.181473
  nChanged 8
		SP:Iteration 30Q (17729.120000 sec): 3 clusters
  Score: Raw -2514931.456583 + Penalty 4719.526554 = -2510211.930029
  nChanged 7
		SP:Iteration 31Q (17729.380000 sec): 3 clusters
  Score: Raw -2514933.681460 + Penalty 4719.526554 = -2510214.154907
  nChanged 3
		SP:Iteration 32Q (17729.650000 sec): 3 clusters
  Score: Raw -2514935.254947 + Penalty 4719.526554 = -2510215.728393
  nChanged 5
		SP:Iteration 33Q (17729.860000 sec): 3 clusters
  Score: Raw -2514937.998386 + Penalty 4719.526554 = -2510218.471832
  nChanged 4
		SP:Iteration 34Q (17730.080000 sec): 3 clusters
  Score: Raw -2514940.550727 + Penalty 4719.526554 = -2510221.024173
  nChanged 7
		SP:Iteration 35Q (17730.340000 sec): 3 clusters
  Score: Raw -2514944.995902 + Penalty 4719.526554 = -2510225.469349
  nChanged 6
		SP:Iteration 36Q (17730.570000 sec): 3 clusters
  Score: Raw -2514947.808598 + Penalty 4719.526554 = -2510228.282044
  nChanged 4
		SP:Iteration 37Q (17730.820000 sec): 3 clusters
  Score: Raw -2514949.546670 + Penalty 4719.526554 = -2510230.020116
  nChanged 3
		SP:Iteration 38Q (17731.100000 sec): 3 clusters
  Score: Raw -2514950.897309 + Penalty 4719.526554 = -2510231.370756
  nChanged 4
		SP:Iteration 39Q (17731.360000 sec): 3 clusters
  Score: Raw -2514953.099994 + Penalty 4719.526554 = -2510233.573440
  nChanged 2
		SP:Iteration 40F (17731.580000 sec): 3 clusters
  Score: Raw -2514954.735173 + Penalty 4719.526554 = -2510235.208620
  nChanged 5
		SP:Iteration 41Q (17731.850000 sec): 3 clusters
  Score: Raw -2514958.343520 + Penalty 4719.526554 = -2510238.816967
  nChanged 6
		SP:Iteration 42Q (17732.060000 sec): 3 clusters
  Score: Raw -2514962.244520 + Penalty 4719.526554 = -2510242.717966
  nChanged 9
		SP:Iteration 43Q (17732.320000 sec): 3 clusters
  Score: Raw -2514968.324682 + Penalty 4719.526554 = -2510248.798129
  nChanged 7
		SP:Iteration 44Q (17732.590000 sec): 3 clusters
  Score: Raw -2514971.573248 + Penalty 4719.526554 = -2510252.046695
  nChanged 5
		SP:Iteration 45Q (17732.770000 sec): 3 clusters
  Score: Raw -2514974.723594 + Penalty 4719.526554 = -2510255.197040
  nChanged 2
		SP:Iteration 46Q (17733.020000 sec): 3 clusters
  Score: Raw -2514975.427275 + Penalty 4719.526554 = -2510255.900722
  nChanged 3
		SP:Iteration 47Q (17733.230000 sec): 3 clusters
  Score: Raw -2514976.858168 + Penalty 4719.526554 = -2510257.331614
  nChanged 2
		SP:Iteration 48Q (17733.480000 sec): 3 clusters
  Score: Raw -2514979.080096 + Penalty 4719.526554 = -2510259.553542
  nChanged 3
		SP:Iteration 49Q (17733.700000 sec): 3 clusters
  Score: Raw -2514982.574202 + Penalty 4719.526554 = -2510263.047649
  nChanged 3
		SP:Iteration 50Q (17733.940000 sec): 3 clusters
  Score: Raw -2514984.679344 + Penalty 4719.526554 = -2510265.152790
  nChanged 3
		SP:Iteration 51Q (17734.200000 sec): 3 clusters
  Score: Raw -2514985.798334 + Penalty 4719.526554 = -2510266.271780
  nChanged 0
		SP:Iteration 52F (17734.420000 sec): 3 clusters
  Score: Raw -2514985.798334 + Penalty 4719.526554 = -2510266.271780
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17735.430000 sec): 2 clusters
  Score: Raw -37626451.593524 + Penalty 3039.519911 = -37623412.073613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17736.920000 sec): 3 clusters
  Score: Raw -37488315.266198 + Penalty 6079.039823 = -37482236.226375
  nChanged 101098
		SP:Iteration 1F (17738.300000 sec): 3 clusters
  Score: Raw -37547822.633252 + Penalty 6079.039823 = -37541743.593429
  nChanged 5867
		SP:Iteration 2Q (17739.760000 sec): 3 clusters
  Score: Raw -37549088.242270 + Penalty 6079.039823 = -37543009.202447
  nChanged 6791
		SP:Iteration 3Q (17741.290000 sec): 3 clusters
  Score: Raw -37550980.011096 + Penalty 6079.039823 = -37544900.971273
  nChanged 8810
		SP:Iteration 4Q (17742.760000 sec): 3 clusters
  Score: Raw -37554387.285706 + Penalty 6079.039823 = -37548308.245883
  nChanged 12085
		SP:Iteration 5F (17744.130000 sec): 3 clusters
  Score: Raw -37560864.447879 + Penalty 6079.039823 = -37554785.408057
  nChanged 16107
		SP:Iteration 6F (17745.530000 sec): 3 clusters
  Score: Raw -37572508.004530 + Penalty 6079.039823 = -37566428.964708
  nChanged 19036
		SP:Iteration 7F (17746.860000 sec): 3 clusters
  Score: Raw -37589517.665633 + Penalty 6079.039823 = -37583438.625810
  nChanged 17827
		SP:Iteration 8F (17748.120000 sec): 3 clusters
  Score: Raw -37607383.994955 + Penalty 6079.039823 = -37601304.955133
  nChanged 11851
		SP:Iteration 9F (17749.460000 sec): 3 clusters
  Score: Raw -37619404.393491 + Penalty 6079.039823 = -37613325.353669
  nChanged 5301
		SP:Iteration 10Q (17750.780000 sec): 3 clusters
  Score: Raw -37624529.355571 + Penalty 6079.039823 = -37618450.315748
  nChanged 1670
		SP:Iteration 11Q (17751.970000 sec): 3 clusters
  Score: Raw -37626076.528229 + Penalty 6079.039823 = -37619997.488406
  nChanged 401
		SP:Iteration 12Q (17753.140000 sec): 3 clusters
  Score: Raw -37626472.567350 + Penalty 6079.039823 = -37620393.527527
  nChanged 108
		SP:Iteration 13Q (17754.230000 sec): 3 clusters
  Score: Raw -37626606.146730 + Penalty 6079.039823 = -37620527.106907
  nChanged 32
		SP:Iteration 14Q (17755.310000 sec): 3 clusters
  Score: Raw -37626650.807273 + Penalty 6079.039823 = -37620571.767451
  nChanged 21
		SP:Iteration 15Q (17756.490000 sec): 3 clusters
  Score: Raw -37626681.667089 + Penalty 6079.039823 = -37620602.627266
  nChanged 13
		SP:Iteration 16Q (17757.630000 sec): 3 clusters
  Score: Raw -37626703.408193 + Penalty 6079.039823 = -37620624.368371
  nChanged 13
		SP:Iteration 17Q (17758.600000 sec): 3 clusters
  Score: Raw -37626723.484784 + Penalty 6079.039823 = -37620644.444961
  nChanged 10
		SP:Iteration 18Q (17759.680000 sec): 3 clusters
  Score: Raw -37626741.985465 + Penalty 6079.039823 = -37620662.945642
  nChanged 8
		SP:Iteration 19Q (17760.930000 sec): 3 clusters
  Score: Raw -37626756.995828 + Penalty 6079.039823 = -37620677.956005
  nChanged 2
		SP:Iteration 20F (17762.210000 sec): 3 clusters
  Score: Raw -37626760.738165 + Penalty 6079.039823 = -37620681.698342
  nChanged 4
		SP:Iteration 21Q (17763.330000 sec): 3 clusters
  Score: Raw -37626771.040244 + Penalty 6079.039823 = -37620692.000421
  nChanged 4
		SP:Iteration 22Q (17764.590000 sec): 3 clusters
  Score: Raw -37626777.816733 + Penalty 6079.039823 = -37620698.776910
  nChanged 2
		SP:Iteration 23Q (17765.790000 sec): 3 clusters
  Score: Raw -37626782.880672 + Penalty 6079.039823 = -37620703.840849
  nChanged 0
		SP:Iteration 24F (17767.040000 sec): 3 clusters
  Score: Raw -37626782.880672 + Penalty 6079.039823 = -37620703.840849
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (20998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17767.280000 sec): 2 clusters
  Score: Raw -3605610.130605 + Penalty 2468.141254 = -3603141.989352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17767.550000 sec): 3 clusters
  Score: Raw -3593446.189750 + Penalty 4936.282507 = -3588509.907242
  nChanged 9163
		SP:Iteration 1F (17767.840000 sec): 3 clusters
  Score: Raw -3598478.395116 + Penalty 4936.282507 = -3593542.112609
  nChanged 1107
		SP:Iteration 2F (17768.140000 sec): 3 clusters
  Score: Raw -3598853.305528 + Penalty 4936.282507 = -3593917.023021
  nChanged 887
		SP:Iteration 3Q (17768.510000 sec): 3 clusters
  Score: Raw -3599165.134554 + Penalty 4936.282507 = -3594228.852047
  nChanged 822
		SP:Iteration 4Q (17768.810000 sec): 3 clusters
  Score: Raw -3599450.408464 + Penalty 4936.282507 = -3594514.125956
  nChanged 744
		SP:Iteration 5Q (17769.110000 sec): 3 clusters
  Score: Raw -3599728.292075 + Penalty 4936.282507 = -3594792.009567
  nChanged 808
		SP:Iteration 6Q (17769.420000 sec): 3 clusters
  Score: Raw -3600145.653731 + Penalty 4936.282507 = -3595209.371224
  nChanged 959
		SP:Iteration 7Q (17769.710000 sec): 3 clusters
  Score: Raw -3600746.923399 + Penalty 4936.282507 = -3595810.640892
  nChanged 1124
		SP:Iteration 8F (17770.030000 sec): 3 clusters
  Score: Raw -3601629.617716 + Penalty 4936.282507 = -3596693.335209
  nChanged 1342
		SP:Iteration 9F (17770.280000 sec): 3 clusters
  Score: Raw -3602805.736815 + Penalty 4936.282507 = -3597869.454308
  nChanged 1388
		SP:Iteration 10F (17770.570000 sec): 3 clusters
  Score: Raw -3603990.271585 + Penalty 4936.282507 = -3599053.989077
  nChanged 1280
		SP:Iteration 11F (17770.880000 sec): 3 clusters
  Score: Raw -3604946.582657 + Penalty 4936.282507 = -3600010.300150
  nChanged 1086
		SP:Iteration 12F (17771.190000 sec): 3 clusters
  Score: Raw -3605565.067505 + Penalty 4936.282507 = -3600628.784997
  nChanged 817
		SP:Iteration 13Q (17771.480000 sec): 3 clusters
  Score: Raw -3605964.606441 + Penalty 4936.282507 = -3601028.323934
  nChanged 662
		SP:Iteration 14Q (17771.780000 sec): 3 clusters
  Score: Raw -3606242.890269 + Penalty 4936.282507 = -3601306.607762
  nChanged 507
		SP:Iteration 15Q (17772.110000 sec): 3 clusters
  Score: Raw -3606419.538011 + Penalty 4936.282507 = -3601483.255504
  nChanged 407
		SP:Iteration 16Q (17772.430000 sec): 3 clusters
  Score: Raw -3606542.002601 + Penalty 4936.282507 = -3601605.720094
  nChanged 363
		SP:Iteration 17Q (17772.750000 sec): 3 clusters
  Score: Raw -3606644.460645 + Penalty 4936.282507 = -3601708.178138
  nChanged 322
		SP:Iteration 18Q (17773.070000 sec): 3 clusters
  Score: Raw -3606739.207230 + Penalty 4936.282507 = -3601802.924723
  nChanged 294
		SP:Iteration 19Q (17773.360000 sec): 3 clusters
  Score: Raw -3606820.737992 + Penalty 4936.282507 = -3601884.455485
  nChanged 265
		SP:Iteration 20F (17773.690000 sec): 3 clusters
  Score: Raw -3606889.378152 + Penalty 4936.282507 = -3601953.095644
  nChanged 262
		SP:Iteration 21Q (17774.020000 sec): 3 clusters
  Score: Raw -3606954.496716 + Penalty 4936.282507 = -3602018.214209
  nChanged 255
		SP:Iteration 22Q (17774.280000 sec): 3 clusters
  Score: Raw -3607014.438803 + Penalty 4936.282507 = -3602078.156296
  nChanged 238
		SP:Iteration 23Q (17774.540000 sec): 3 clusters
  Score: Raw -3607071.246192 + Penalty 4936.282507 = -3602134.963685
  nChanged 241
		SP:Iteration 24Q (17774.850000 sec): 3 clusters
  Score: Raw -3607131.489271 + Penalty 4936.282507 = -3602195.206763
  nChanged 258
		SP:Iteration 25Q (17775.190000 sec): 3 clusters
  Score: Raw -3607199.915764 + Penalty 4936.282507 = -3602263.633257
  nChanged 269
		SP:Iteration 26Q (17775.500000 sec): 3 clusters
  Score: Raw -3607268.228866 + Penalty 4936.282507 = -3602331.946359
  nChanged 253
		SP:Iteration 27Q (17775.800000 sec): 3 clusters
  Score: Raw -3607323.465259 + Penalty 4936.282507 = -3602387.182752
  nChanged 237
		SP:Iteration 28Q (17776.120000 sec): 3 clusters
  Score: Raw -3607373.695246 + Penalty 4936.282507 = -3602437.412739
  nChanged 226
		SP:Iteration 29Q (17776.420000 sec): 3 clusters
  Score: Raw -3607421.429357 + Penalty 4936.282507 = -3602485.146850
  nChanged 204
		SP:Iteration 30Q (17776.710000 sec): 3 clusters
  Score: Raw -3607464.794431 + Penalty 4936.282507 = -3602528.511924
  nChanged 209
		SP:Iteration 31Q (17776.970000 sec): 3 clusters
  Score: Raw -3607510.072177 + Penalty 4936.282507 = -3602573.789670
  nChanged 211
		SP:Iteration 32Q (17777.260000 sec): 3 clusters
  Score: Raw -3607555.607681 + Penalty 4936.282507 = -3602619.325174
  nChanged 194
		SP:Iteration 33Q (17777.530000 sec): 3 clusters
  Score: Raw -3607594.359452 + Penalty 4936.282507 = -3602658.076945
  nChanged 169
		SP:Iteration 34Q (17777.850000 sec): 3 clusters
  Score: Raw -3607626.110585 + Penalty 4936.282507 = -3602689.828077
  nChanged 157
		SP:Iteration 35Q (17778.120000 sec): 3 clusters
  Score: Raw -3607652.084241 + Penalty 4936.282507 = -3602715.801733
  nChanged 155
		SP:Iteration 36Q (17778.440000 sec): 3 clusters
  Score: Raw -3607679.307586 + Penalty 4936.282507 = -3602743.025078
  nChanged 136
		SP:Iteration 37Q (17778.760000 sec): 3 clusters
  Score: Raw -3607703.269729 + Penalty 4936.282507 = -3602766.987221
  nChanged 124
		SP:Iteration 38Q (17779.080000 sec): 3 clusters
  Score: Raw -3607722.997964 + Penalty 4936.282507 = -3602786.715457
  nChanged 110
		SP:Iteration 39Q (17779.360000 sec): 3 clusters
  Score: Raw -3607743.504083 + Penalty 4936.282507 = -3602807.221576
  nChanged 106
		SP:Iteration 40F (17779.650000 sec): 3 clusters
  Score: Raw -3607764.566167 + Penalty 4936.282507 = -3602828.283660
  nChanged 94
		SP:Iteration 41Q (17779.930000 sec): 3 clusters
  Score: Raw -3607780.744108 + Penalty 4936.282507 = -3602844.461600
  nChanged 95
		SP:Iteration 42Q (17780.250000 sec): 3 clusters
  Score: Raw -3607796.465757 + Penalty 4936.282507 = -3602860.183250
  nChanged 89
		SP:Iteration 43Q (17780.540000 sec): 3 clusters
  Score: Raw -3607809.703947 + Penalty 4936.282507 = -3602873.421440
  nChanged 77
		SP:Iteration 44Q (17780.820000 sec): 3 clusters
  Score: Raw -3607820.538803 + Penalty 4936.282507 = -3602884.256296
  nChanged 64
		SP:Iteration 45Q (17781.160000 sec): 3 clusters
  Score: Raw -3607828.405565 + Penalty 4936.282507 = -3602892.123058
  nChanged 47
		SP:Iteration 46Q (17781.490000 sec): 3 clusters
  Score: Raw -3607833.412767 + Penalty 4936.282507 = -3602897.130259
  nChanged 36
		SP:Iteration 47Q (17781.790000 sec): 3 clusters
  Score: Raw -3607837.335714 + Penalty 4936.282507 = -3602901.053207
  nChanged 32
		SP:Iteration 48Q (17782.100000 sec): 3 clusters
  Score: Raw -3607841.038527 + Penalty 4936.282507 = -3602904.756020
  nChanged 34
		SP:Iteration 49Q (17782.420000 sec): 3 clusters
  Score: Raw -3607844.386504 + Penalty 4936.282507 = -3602908.103997
  nChanged 26
		SP:Iteration 50Q (17782.780000 sec): 3 clusters
  Score: Raw -3607847.457332 + Penalty 4936.282507 = -3602911.174825
  nChanged 35
		SP:Iteration 51Q (17783.080000 sec): 3 clusters
  Score: Raw -3607850.968191 + Penalty 4936.282507 = -3602914.685684
  nChanged 36
		SP:Iteration 52Q (17783.430000 sec): 3 clusters
  Score: Raw -3607854.649705 + Penalty 4936.282507 = -3602918.367198
  nChanged 35
		SP:Iteration 53Q (17783.750000 sec): 3 clusters
  Score: Raw -3607858.198824 + Penalty 4936.282507 = -3602921.916317
  nChanged 30
		SP:Iteration 54Q (17784.060000 sec): 3 clusters
  Score: Raw -3607861.184976 + Penalty 4936.282507 = -3602924.902469
  nChanged 27
		SP:Iteration 55Q (17784.370000 sec): 3 clusters
  Score: Raw -3607863.713426 + Penalty 4936.282507 = -3602927.430919
  nChanged 20
		SP:Iteration 56Q (17784.680000 sec): 3 clusters
  Score: Raw -3607865.469885 + Penalty 4936.282507 = -3602929.187378
  nChanged 18
		SP:Iteration 57Q (17785.000000 sec): 3 clusters
  Score: Raw -3607866.937981 + Penalty 4936.282507 = -3602930.655474
  nChanged 14
		SP:Iteration 58Q (17785.310000 sec): 3 clusters
  Score: Raw -3607868.172480 + Penalty 4936.282507 = -3602931.889973
  nChanged 18
		SP:Iteration 59Q (17785.660000 sec): 3 clusters
  Score: Raw -3607869.944093 + Penalty 4936.282507 = -3602933.661586
  nChanged 15
		SP:Iteration 60F (17785.980000 sec): 3 clusters
  Score: Raw -3607871.032377 + Penalty 4936.282507 = -3602934.749870
  nChanged 7
		SP:Iteration 61Q (17786.290000 sec): 3 clusters
  Score: Raw -3607871.791589 + Penalty 4936.282507 = -3602935.509082
  nChanged 10
		SP:Iteration 62Q (17786.640000 sec): 3 clusters
  Score: Raw -3607872.645009 + Penalty 4936.282507 = -3602936.362502
  nChanged 10
		SP:Iteration 63Q (17786.920000 sec): 3 clusters
  Score: Raw -3607873.297851 + Penalty 4936.282507 = -3602937.015344
  nChanged 5
		SP:Iteration 64Q (17787.240000 sec): 3 clusters
  Score: Raw -3607873.885749 + Penalty 4936.282507 = -3602937.603242
  nChanged 8
		SP:Iteration 65Q (17787.560000 sec): 3 clusters
  Score: Raw -3607874.968422 + Penalty 4936.282507 = -3602938.685915
  nChanged 3
		SP:Iteration 66Q (17787.870000 sec): 3 clusters
  Score: Raw -3607875.336816 + Penalty 4936.282507 = -3602939.054309
  nChanged 3
		SP:Iteration 67Q (17788.190000 sec): 3 clusters
  Score: Raw -3607875.632511 + Penalty 4936.282507 = -3602939.350004
  nChanged 4
		SP:Iteration 68Q (17788.560000 sec): 3 clusters
  Score: Raw -3607875.893870 + Penalty 4936.282507 = -3602939.611363
  nChanged 3
		SP:Iteration 69Q (17788.860000 sec): 3 clusters
  Score: Raw -3607876.060235 + Penalty 4936.282507 = -3602939.777728
  nChanged 5
		SP:Iteration 70Q (17789.160000 sec): 3 clusters
  Score: Raw -3607876.427116 + Penalty 4936.282507 = -3602940.144608
  nChanged 4
		SP:Iteration 71Q (17789.540000 sec): 3 clusters
  Score: Raw -3607876.812091 + Penalty 4936.282507 = -3602940.529584
  nChanged 5
		SP:Iteration 72Q (17789.860000 sec): 3 clusters
  Score: Raw -3607877.183858 + Penalty 4936.282507 = -3602940.901350
  nChanged 4
		SP:Iteration 73Q (17790.170000 sec): 3 clusters
  Score: Raw -3607877.379026 + Penalty 4936.282507 = -3602941.096518
  nChanged 4
		SP:Iteration 74Q (17790.510000 sec): 3 clusters
  Score: Raw -3607877.622496 + Penalty 4936.282507 = -3602941.339989
  nChanged 4
		SP:Iteration 75Q (17790.830000 sec): 3 clusters
  Score: Raw -3607877.823182 + Penalty 4936.282507 = -3602941.540675
  nChanged 2
		SP:Iteration 76Q (17791.200000 sec): 3 clusters
  Score: Raw -3607877.929495 + Penalty 4936.282507 = -3602941.646988
  nChanged 1
		SP:Iteration 77Q (17791.460000 sec): 3 clusters
  Score: Raw -3607877.986433 + Penalty 4936.282507 = -3602941.703925
  nChanged 2
		SP:Iteration 78Q (17791.800000 sec): 3 clusters
  Score: Raw -3607878.114021 + Penalty 4936.282507 = -3602941.831514
  nChanged 4
		SP:Iteration 79Q (17792.180000 sec): 3 clusters
  Score: Raw -3607878.416395 + Penalty 4936.282507 = -3602942.133888
  nChanged 1
		SP:Iteration 80F (17792.490000 sec): 3 clusters
  Score: Raw -3607878.442051 + Penalty 4936.282507 = -3602942.159544
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17793.140000 sec): 2 clusters
  Score: Raw -17110086.734079 + Penalty 2845.236612 = -17107241.497467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17794.100000 sec): 3 clusters
  Score: Raw -17048829.702977 + Penalty 5690.473225 = -17043139.229753
  nChanged 45333
		SP:Iteration 1F (17795.030000 sec): 3 clusters
  Score: Raw -17074337.382866 + Penalty 5690.473225 = -17068646.909642
  nChanged 3508
		SP:Iteration 2Q (17796.040000 sec): 3 clusters
  Score: Raw -17075388.652527 + Penalty 5690.473225 = -17069698.179303
  nChanged 4353
		SP:Iteration 3Q (17797.110000 sec): 3 clusters
  Score: Raw -17077175.552664 + Penalty 5690.473225 = -17071485.079439
  nChanged 5825
		SP:Iteration 4F (17798.170000 sec): 3 clusters
  Score: Raw -17080461.443953 + Penalty 5690.473225 = -17074770.970729
  nChanged 7773
		SP:Iteration 5F (17799.230000 sec): 3 clusters
  Score: Raw -17086301.979538 + Penalty 5690.473225 = -17080611.506314
  nChanged 8959
		SP:Iteration 6F (17800.300000 sec): 3 clusters
  Score: Raw -17094533.281046 + Penalty 5690.473225 = -17088842.807821
  nChanged 8013
		SP:Iteration 7F (17801.380000 sec): 3 clusters
  Score: Raw -17102598.759898 + Penalty 5690.473225 = -17096908.286674
  nChanged 4879
		SP:Iteration 8F (17802.430000 sec): 3 clusters
  Score: Raw -17107507.744723 + Penalty 5690.473225 = -17101817.271499
  nChanged 2025
		SP:Iteration 9Q (17803.440000 sec): 3 clusters
  Score: Raw -17109427.765748 + Penalty 5690.473225 = -17103737.292523
  nChanged 602
		SP:Iteration 10Q (17804.420000 sec): 3 clusters
  Score: Raw -17110008.302598 + Penalty 5690.473225 = -17104317.829374
  nChanged 172
		SP:Iteration 11Q (17805.310000 sec): 3 clusters
  Score: Raw -17110220.558590 + Penalty 5690.473225 = -17104530.085365
  nChanged 64
		SP:Iteration 12Q (17806.200000 sec): 3 clusters
  Score: Raw -17110315.538199 + Penalty 5690.473225 = -17104625.064975
  nChanged 31
		SP:Iteration 13Q (17807.140000 sec): 3 clusters
  Score: Raw -17110351.120011 + Penalty 5690.473225 = -17104660.646787
  nChanged 7
		SP:Iteration 14Q (17808.030000 sec): 3 clusters
  Score: Raw -17110358.089692 + Penalty 5690.473225 = -17104667.616468
  nChanged 6
		SP:Iteration 15Q (17808.950000 sec): 3 clusters
  Score: Raw -17110368.303071 + Penalty 5690.473225 = -17104677.829846
  nChanged 7
		SP:Iteration 16Q (17809.910000 sec): 3 clusters
  Score: Raw -17110383.851077 + Penalty 5690.473225 = -17104693.377853
  nChanged 4
		SP:Iteration 17Q (17810.830000 sec): 3 clusters
  Score: Raw -17110391.038312 + Penalty 5690.473225 = -17104700.565087
  nChanged 3
		SP:Iteration 18Q (17811.800000 sec): 3 clusters
  Score: Raw -17110395.696190 + Penalty 5690.473225 = -17104705.222965
  nChanged 2
		SP:Iteration 19Q (17812.710000 sec): 3 clusters
  Score: Raw -17110397.568165 + Penalty 5690.473225 = -17104707.094941
  nChanged 1
		SP:Iteration 20F (17813.770000 sec): 3 clusters
  Score: Raw -17110399.097097 + Penalty 5690.473225 = -17104708.623872
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17813.810000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17813.990000 sec): 3 clusters
  Score: Raw -82622.645844 + Penalty 3110.410262 = -79512.235581
  nChanged 88
		SP:Iteration 1F (17814.160000 sec): 3 clusters
  Score: Raw -82817.234183 + Penalty 3110.410262 = -79706.823921
  nChanged 24
		SP:Iteration 2Q (17814.340000 sec): 3 clusters
  Score: Raw -82892.486040 + Penalty 3110.410262 = -79782.075778
  nChanged 14
		SP:Iteration 3Q (17814.520000 sec): 3 clusters
  Score: Raw -82926.755186 + Penalty 3110.410262 = -79816.344923
  nChanged 6
		SP:Iteration 4Q (17814.690000 sec): 3 clusters
  Score: Raw -82947.842173 + Penalty 3110.410262 = -79837.431910
  nChanged 4
		SP:Iteration 5Q (17814.870000 sec): 3 clusters
  Score: Raw -82957.932262 + Penalty 3110.410262 = -79847.522000
  nChanged 5
		SP:Iteration 6Q (17815.040000 sec): 3 clusters
  Score: Raw -82968.347003 + Penalty 3110.410262 = -79857.936740
  nChanged 2
		SP:Iteration 7Q (17815.220000 sec): 3 clusters
  Score: Raw -82973.008180 + Penalty 3110.410262 = -79862.597917
  nChanged 0
		SP:Iteration 8F (17815.400000 sec): 3 clusters
  Score: Raw -82973.008180 + Penalty 3110.410262 = -79862.597917
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17815.480000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17815.660000 sec): 3 clusters
  Score: Raw -34398.177839 + Penalty 2645.028521 = -31753.149317
  nChanged 31
		SP:Iteration 1F (17815.840000 sec): 3 clusters
  Score: Raw -34519.781920 + Penalty 2645.028521 = -31874.753399
  nChanged 4
		SP:Iteration 2Q (17816.010000 sec): 3 clusters
  Score: Raw -34532.994877 + Penalty 2645.028521 = -31887.966355
  nChanged 3
		SP:Iteration 3Q (17816.180000 sec): 3 clusters
  Score: Raw -34542.998215 + Penalty 2645.028521 = -31897.969693
  nChanged 2
		SP:Iteration 4Q (17816.360000 sec): 3 clusters
  Score: Raw -34552.428096 + Penalty 2645.028521 = -31907.399574
  nChanged 1
		SP:Iteration 5Q (17816.540000 sec): 3 clusters
  Score: Raw -34554.449991 + Penalty 2645.028521 = -31909.421469
  nChanged 0
		SP:Iteration 6F (17816.710000 sec): 3 clusters
  Score: Raw -34554.449991 + Penalty 2645.028521 = -31909.421469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17816.800000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17816.980000 sec): 3 clusters
  Score: Raw -18217.945186 + Penalty 2331.438261 = -15886.506925
  nChanged 3
		SP:Iteration 1Q (17817.150000 sec): 3 clusters
  Score: Raw -18244.087777 + Penalty 2331.438261 = -15912.649516
  nChanged 0
		SP:Iteration 2F (17817.330000 sec): 3 clusters
  Score: Raw -18244.087777 + Penalty 2331.438261 = -15912.649516
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17817.420000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17817.590000 sec): 3 clusters
  Score: Raw -79124.532750 + Penalty 3061.163496 = -76063.369253
  nChanged 79
		SP:Iteration 1F (17817.770000 sec): 3 clusters
  Score: Raw -79265.523675 + Penalty 3061.163496 = -76204.360179
  nChanged 20
		SP:Iteration 2Q (17817.940000 sec): 3 clusters
  Score: Raw -79315.780279 + Penalty 3061.163496 = -76254.616783
  nChanged 7
		SP:Iteration 3Q (17818.120000 sec): 3 clusters
  Score: Raw -79333.620797 + Penalty 3061.163496 = -76272.457301
  nChanged 3
		SP:Iteration 4Q (17818.300000 sec): 3 clusters
  Score: Raw -79338.986864 + Penalty 3061.163496 = -76277.823368
  nChanged 0
		SP:Iteration 5F (17818.470000 sec): 3 clusters
  Score: Raw -79338.986864 + Penalty 3061.163496 = -76277.823368
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17818.560000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17818.740000 sec): 3 clusters
  Score: Raw -128767.330746 + Penalty 3282.894536 = -125484.436211
  nChanged 180
		SP:Iteration 1F (17818.910000 sec): 3 clusters
  Score: Raw -129018.267866 + Penalty 3282.894536 = -125735.373330
  nChanged 42
		SP:Iteration 2F (17819.080000 sec): 3 clusters
  Score: Raw -129085.063801 + Penalty 3282.894536 = -125802.169265
  nChanged 15
		SP:Iteration 3Q (17819.260000 sec): 3 clusters
  Score: Raw -129109.656534 + Penalty 3282.894536 = -125826.761998
  nChanged 7
		SP:Iteration 4Q (17819.440000 sec): 3 clusters
  Score: Raw -129119.069360 + Penalty 3282.894536 = -125836.174824
  nChanged 9
		SP:Iteration 5Q (17819.610000 sec): 3 clusters
  Score: Raw -129134.134183 + Penalty 3282.894536 = -125851.239647
  nChanged 4
		SP:Iteration 6Q (17819.790000 sec): 3 clusters
  Score: Raw -129142.450350 + Penalty 3282.894536 = -125859.555814
  nChanged 2
		SP:Iteration 7Q (17819.960000 sec): 3 clusters
  Score: Raw -129143.325934 + Penalty 3282.894536 = -125860.431399
  nChanged 1
		SP:Iteration 8Q (17820.140000 sec): 3 clusters
  Score: Raw -129145.052758 + Penalty 3282.894536 = -125862.158222
  nChanged 1
		SP:Iteration 9Q (17820.320000 sec): 3 clusters
  Score: Raw -129145.704901 + Penalty 3282.894536 = -125862.810365
  nChanged 0
		SP:Iteration 10F (17820.490000 sec): 3 clusters
  Score: Raw -129145.704901 + Penalty 3282.894536 = -125862.810365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17820.580000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17820.760000 sec): 3 clusters
  Score: Raw -20249.577793 + Penalty 2622.980447 = -17626.597346
  nChanged 25
		SP:Iteration 1F (17820.930000 sec): 3 clusters
  Score: Raw -20332.792505 + Penalty 2622.980447 = -17709.812057
  nChanged 8
		SP:Iteration 2Q (17821.110000 sec): 3 clusters
  Score: Raw -20363.474840 + Penalty 2622.980447 = -17740.494393
  nChanged 1
		SP:Iteration 3Q (17821.280000 sec): 3 clusters
  Score: Raw -20371.827879 + Penalty 2622.980447 = -17748.847431
  nChanged 1
		SP:Iteration 4Q (17821.460000 sec): 3 clusters
  Score: Raw -20373.755165 + Penalty 2622.980447 = -17750.774718
  nChanged 0
		SP:Iteration 5F (17821.640000 sec): 3 clusters
  Score: Raw -20373.755165 + Penalty 2622.980447 = -17750.774718
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17821.720000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17821.900000 sec): 3 clusters
  Score: Raw -134611.081020 + Penalty 3290.125943 = -131320.955077
  nChanged 159
		SP:Iteration 1F (17822.080000 sec): 3 clusters
  Score: Raw -134826.059393 + Penalty 3290.125943 = -131535.933451
  nChanged 40
		SP:Iteration 2F (17822.250000 sec): 3 clusters
  Score: Raw -134889.918725 + Penalty 3290.125943 = -131599.792782
  nChanged 20
		SP:Iteration 3Q (17822.430000 sec): 3 clusters
  Score: Raw -134920.659508 + Penalty 3290.125943 = -131630.533565
  nChanged 10
		SP:Iteration 4Q (17822.600000 sec): 3 clusters
  Score: Raw -134939.984499 + Penalty 3290.125943 = -131649.858556
  nChanged 7
		SP:Iteration 5Q (17822.780000 sec): 3 clusters
  Score: Raw -134950.344579 + Penalty 3290.125943 = -131660.218636
  nChanged 2
		SP:Iteration 6Q (17822.960000 sec): 3 clusters
  Score: Raw -134953.180475 + Penalty 3290.125943 = -131663.054532
  nChanged 3
		SP:Iteration 7Q (17823.130000 sec): 3 clusters
  Score: Raw -134959.283726 + Penalty 3290.125943 = -131669.157783
  nChanged 5
		SP:Iteration 8Q (17823.310000 sec): 3 clusters
  Score: Raw -134969.082663 + Penalty 3290.125943 = -131678.956720
  nChanged 2
		SP:Iteration 9Q (17823.480000 sec): 3 clusters
  Score: Raw -134971.650708 + Penalty 3290.125943 = -131681.524765
  nChanged 0
		SP:Iteration 10F (17823.660000 sec): 3 clusters
  Score: Raw -134971.650708 + Penalty 3290.125943 = -131681.524765
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17823.730000 sec): 2 clusters
  Score: Raw -271004.611069 + Penalty 1823.564316 = -269181.046753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17823.890000 sec): 3 clusters
  Score: Raw -270528.659192 + Penalty 3647.128633 = -266881.530559
  nChanged 487
		SP:Iteration 1F (17824.050000 sec): 3 clusters
  Score: Raw -270921.557525 + Penalty 3647.128633 = -267274.428893
  nChanged 108
		SP:Iteration 2F (17824.220000 sec): 3 clusters
  Score: Raw -271035.151829 + Penalty 3647.128633 = -267388.023196
  nChanged 60
		SP:Iteration 3Q (17824.390000 sec): 3 clusters
  Score: Raw -271113.863035 + Penalty 3647.128633 = -267466.734402
  nChanged 55
		SP:Iteration 4Q (17824.570000 sec): 3 clusters
  Score: Raw -271171.188851 + Penalty 3647.128633 = -267524.060218
  nChanged 48
		SP:Iteration 5Q (17824.740000 sec): 3 clusters
  Score: Raw -271223.443465 + Penalty 3647.128633 = -267576.314832
  nChanged 40
		SP:Iteration 6Q (17824.920000 sec): 3 clusters
  Score: Raw -271275.696766 + Penalty 3647.128633 = -267628.568133
  nChanged 42
		SP:Iteration 7Q (17825.100000 sec): 3 clusters
  Score: Raw -271316.932778 + Penalty 3647.128633 = -267669.804145
  nChanged 30
		SP:Iteration 8Q (17825.270000 sec): 3 clusters
  Score: Raw -271357.910631 + Penalty 3647.128633 = -267710.781998
  nChanged 22
		SP:Iteration 9Q (17825.450000 sec): 3 clusters
  Score: Raw -271390.256459 + Penalty 3647.128633 = -267743.127826
  nChanged 24
		SP:Iteration 10Q (17825.620000 sec): 3 clusters
  Score: Raw -271417.092036 + Penalty 3647.128633 = -267769.963404
  nChanged 21
		SP:Iteration 11Q (17825.800000 sec): 3 clusters
  Score: Raw -271448.023597 + Penalty 3647.128633 = -267800.894964
  nChanged 19
		SP:Iteration 12Q (17825.980000 sec): 3 clusters
  Score: Raw -271481.927546 + Penalty 3647.128633 = -267834.798913
  nChanged 18
		SP:Iteration 13Q (17826.150000 sec): 3 clusters
  Score: Raw -271512.236290 + Penalty 3647.128633 = -267865.107657
  nChanged 16
		SP:Iteration 14Q (17826.340000 sec): 3 clusters
  Score: Raw -271528.745667 + Penalty 3647.128633 = -267881.617035
  nChanged 21
		SP:Iteration 15Q (17826.380000 sec): 3 clusters
  Score: Raw -271559.824198 + Penalty 3647.128633 = -267912.695566
  nChanged 25
		SP:Iteration 16Q (17826.420000 sec): 3 clusters
  Score: Raw -271592.969040 + Penalty 3647.128633 = -267945.840407
  nChanged 22
		SP:Iteration 17Q (17826.460000 sec): 3 clusters
  Score: Raw -271616.475712 + Penalty 3647.128633 = -267969.347079
  nChanged 17
		SP:Iteration 18Q (17826.500000 sec): 3 clusters
  Score: Raw -271632.179196 + Penalty 3647.128633 = -267985.050564
  nChanged 9
		SP:Iteration 19Q (17826.540000 sec): 3 clusters
  Score: Raw -271640.147175 + Penalty 3647.128633 = -267993.018543
  nChanged 8
		SP:Iteration 20F (17826.580000 sec): 3 clusters
  Score: Raw -271649.135424 + Penalty 3647.128633 = -268002.006791
  nChanged 6
		SP:Iteration 21Q (17826.620000 sec): 3 clusters
  Score: Raw -271656.673398 + Penalty 3647.128633 = -268009.544766
  nChanged 9
		SP:Iteration 22Q (17826.660000 sec): 3 clusters
  Score: Raw -271668.604571 + Penalty 3647.128633 = -268021.475939
  nChanged 7
		SP:Iteration 23Q (17826.710000 sec): 3 clusters
  Score: Raw -271674.688394 + Penalty 3647.128633 = -268027.559761
  nChanged 5
		SP:Iteration 24Q (17826.750000 sec): 3 clusters
  Score: Raw -271678.133005 + Penalty 3647.128633 = -268031.004372
  nChanged 8
		SP:Iteration 25Q (17826.790000 sec): 3 clusters
  Score: Raw -271690.595688 + Penalty 3647.128633 = -268043.467056
  nChanged 5
		SP:Iteration 26Q (17826.920000 sec): 3 clusters
  Score: Raw -271696.258374 + Penalty 3647.128633 = -268049.129741
  nChanged 4
		SP:Iteration 27Q (17826.960000 sec): 3 clusters
  Score: Raw -271705.053913 + Penalty 3647.128633 = -268057.925281
  nChanged 6
		SP:Iteration 28Q (17827.000000 sec): 3 clusters
  Score: Raw -271710.316546 + Penalty 3647.128633 = -268063.187914
  nChanged 4
		SP:Iteration 29Q (17827.040000 sec): 3 clusters
  Score: Raw -271712.826538 + Penalty 3647.128633 = -268065.697906
  nChanged 3
		SP:Iteration 30Q (17827.080000 sec): 3 clusters
  Score: Raw -271717.157198 + Penalty 3647.128633 = -268070.028565
  nChanged 1
		SP:Iteration 31Q (17827.120000 sec): 3 clusters
  Score: Raw -271718.139982 + Penalty 3647.128633 = -268071.011349
  nChanged 3
		SP:Iteration 32Q (17827.160000 sec): 3 clusters
  Score: Raw -271721.233082 + Penalty 3647.128633 = -268074.104449
  nChanged 3
		SP:Iteration 33Q (17827.200000 sec): 3 clusters
  Score: Raw -271725.256421 + Penalty 3647.128633 = -268078.127788
  nChanged 4
		SP:Iteration 34Q (17827.250000 sec): 3 clusters
  Score: Raw -271729.486004 + Penalty 3647.128633 = -268082.357371
  nChanged 2
		SP:Iteration 35Q (17827.290000 sec): 3 clusters
  Score: Raw -271730.978152 + Penalty 3647.128633 = -268083.849519
  nChanged 1
		SP:Iteration 36Q (17827.330000 sec): 3 clusters
  Score: Raw -271731.665472 + Penalty 3647.128633 = -268084.536840
  nChanged 0
		SP:Iteration 37F (17827.370000 sec): 3 clusters
  Score: Raw -271731.665472 + Penalty 3647.128633 = -268084.536840
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17827.410000 sec): 2 clusters
  Score: Raw -60080.085018 + Penalty 1488.963993 = -58591.121025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17827.430000 sec): 3 clusters
  Score: Raw -60190.480955 + Penalty 2977.927985 = -57212.552970
  nChanged 73
		SP:Iteration 1F (17827.440000 sec): 3 clusters
  Score: Raw -60407.240005 + Penalty 2977.927985 = -57429.312019
  nChanged 26
		SP:Iteration 2F (17827.460000 sec): 3 clusters
  Score: Raw -60515.248511 + Penalty 2977.927985 = -57537.320526
  nChanged 11
		SP:Iteration 3Q (17827.480000 sec): 3 clusters
  Score: Raw -60571.762322 + Penalty 2977.927985 = -57593.834336
  nChanged 9
		SP:Iteration 4Q (17827.490000 sec): 3 clusters
  Score: Raw -60600.128061 + Penalty 2977.927985 = -57622.200076
  nChanged 6
		SP:Iteration 5Q (17827.510000 sec): 3 clusters
  Score: Raw -60612.362463 + Penalty 2977.927985 = -57634.434478
  nChanged 3
		SP:Iteration 6Q (17827.520000 sec): 3 clusters
  Score: Raw -60623.015248 + Penalty 2977.927985 = -57645.087263
  nChanged 2
		SP:Iteration 7Q (17827.540000 sec): 3 clusters
  Score: Raw -60633.770514 + Penalty 2977.927985 = -57655.842528
  nChanged 4
		SP:Iteration 8Q (17827.550000 sec): 3 clusters
  Score: Raw -60679.252578 + Penalty 2977.927985 = -57701.324593
  nChanged 3
		SP:Iteration 9Q (17827.570000 sec): 3 clusters
  Score: Raw -60684.392271 + Penalty 2977.927985 = -57706.464286
  nChanged 0
		SP:Iteration 10F (17827.580000 sec): 3 clusters
  Score: Raw -60684.392271 + Penalty 2977.927985 = -57706.464286
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17827.640000 sec): 2 clusters
  Score: Raw -186857.002019 + Penalty 1743.871832 = -185113.130187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17827.670000 sec): 3 clusters
  Score: Raw -186543.736991 + Penalty 3487.743664 = -183055.993326
  nChanged 302
		SP:Iteration 1F (17827.700000 sec): 3 clusters
  Score: Raw -186943.803561 + Penalty 3487.743664 = -183456.059896
  nChanged 98
		SP:Iteration 2F (17827.740000 sec): 3 clusters
  Score: Raw -187147.488546 + Penalty 3487.743664 = -183659.744881
  nChanged 64
		SP:Iteration 3F (17827.770000 sec): 3 clusters
  Score: Raw -187299.731281 + Penalty 3487.743664 = -183811.987616
  nChanged 48
		SP:Iteration 4Q (17827.800000 sec): 3 clusters
  Score: Raw -187456.969599 + Penalty 3487.743664 = -183969.225934
  nChanged 52
		SP:Iteration 5Q (17827.830000 sec): 3 clusters
  Score: Raw -187552.637585 + Penalty 3487.743664 = -184064.893920
  nChanged 32
		SP:Iteration 6Q (17827.870000 sec): 3 clusters
  Score: Raw -187610.526081 + Penalty 3487.743664 = -184122.782417
  nChanged 27
		SP:Iteration 7Q (17827.900000 sec): 3 clusters
  Score: Raw -187650.251798 + Penalty 3487.743664 = -184162.508134
  nChanged 17
		SP:Iteration 8Q (17827.930000 sec): 3 clusters
  Score: Raw -187669.144583 + Penalty 3487.743664 = -184181.400919
  nChanged 11
		SP:Iteration 9Q (17827.960000 sec): 3 clusters
  Score: Raw -187683.860183 + Penalty 3487.743664 = -184196.116519
  nChanged 10
		SP:Iteration 10Q (17828.000000 sec): 3 clusters
  Score: Raw -187697.715818 + Penalty 3487.743664 = -184209.972154
  nChanged 9
		SP:Iteration 11Q (17828.030000 sec): 3 clusters
  Score: Raw -187706.944314 + Penalty 3487.743664 = -184219.200649
  nChanged 7
		SP:Iteration 12Q (17828.060000 sec): 3 clusters
  Score: Raw -187717.895149 + Penalty 3487.743664 = -184230.151485
  nChanged 8
		SP:Iteration 13Q (17828.100000 sec): 3 clusters
  Score: Raw -187727.688734 + Penalty 3487.743664 = -184239.945069
  nChanged 5
		SP:Iteration 14Q (17828.130000 sec): 3 clusters
  Score: Raw -187733.324010 + Penalty 3487.743664 = -184245.580346
  nChanged 7
		SP:Iteration 15Q (17828.160000 sec): 3 clusters
  Score: Raw -187741.245426 + Penalty 3487.743664 = -184253.501762
  nChanged 5
		SP:Iteration 16Q (17828.190000 sec): 3 clusters
  Score: Raw -187752.402097 + Penalty 3487.743664 = -184264.658432
  nChanged 8
		SP:Iteration 17Q (17828.220000 sec): 3 clusters
  Score: Raw -187764.001205 + Penalty 3487.743664 = -184276.257540
  nChanged 11
		SP:Iteration 18Q (17828.300000 sec): 3 clusters
  Score: Raw -187781.469208 + Penalty 3487.743664 = -184293.725543
  nChanged 10
		SP:Iteration 19Q (17828.470000 sec): 3 clusters
  Score: Raw -187793.468461 + Penalty 3487.743664 = -184305.724797
  nChanged 9
		SP:Iteration 20F (17828.600000 sec): 3 clusters
  Score: Raw -187806.322328 + Penalty 3487.743664 = -184318.578664
  nChanged 8
		SP:Iteration 21Q (17828.780000 sec): 3 clusters
  Score: Raw -187814.307949 + Penalty 3487.743664 = -184326.564285
  nChanged 5
		SP:Iteration 22Q (17828.950000 sec): 3 clusters
  Score: Raw -187819.591195 + Penalty 3487.743664 = -184331.847531
  nChanged 3
		SP:Iteration 23Q (17829.130000 sec): 3 clusters
  Score: Raw -187823.507035 + Penalty 3487.743664 = -184335.763370
  nChanged 5
		SP:Iteration 24Q (17829.190000 sec): 3 clusters
  Score: Raw -187827.422860 + Penalty 3487.743664 = -184339.679196
  nChanged 2
		SP:Iteration 25Q (17829.210000 sec): 3 clusters
  Score: Raw -187829.819206 + Penalty 3487.743664 = -184342.075541
  nChanged 2
		SP:Iteration 26Q (17829.240000 sec): 3 clusters
  Score: Raw -187831.711279 + Penalty 3487.743664 = -184343.967614
  nChanged 2
		SP:Iteration 27Q (17829.280000 sec): 3 clusters
  Score: Raw -187833.961300 + Penalty 3487.743664 = -184346.217635
  nChanged 0
		SP:Iteration 28F (17829.310000 sec): 3 clusters
  Score: Raw -187833.961300 + Penalty 3487.743664 = -184346.217635
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17829.980000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17830.980000 sec): 3 clusters
  Score: Raw -19043616.927423 + Penalty 5708.955617 = -19037907.971805
  nChanged 47458
		SP:Iteration 1F (17831.990000 sec): 3 clusters
  Score: Raw -19070690.527654 + Penalty 5708.955617 = -19064981.572037
  nChanged 3522
		SP:Iteration 2Q (17833.040000 sec): 3 clusters
  Score: Raw -19071647.140665 + Penalty 5708.955617 = -19065938.185048
  nChanged 3957
		SP:Iteration 3Q (17834.100000 sec): 3 clusters
  Score: Raw -19072954.078385 + Penalty 5708.955617 = -19067245.122767
  nChanged 4817
		SP:Iteration 4Q (17835.120000 sec): 3 clusters
  Score: Raw -19075046.685597 + Penalty 5708.955617 = -19069337.729979
  nChanged 6075
		SP:Iteration 5F (17836.090000 sec): 3 clusters
  Score: Raw -19078432.657242 + Penalty 5708.955617 = -19072723.701624
  nChanged 7206
		SP:Iteration 6F (17837.070000 sec): 3 clusters
  Score: Raw -19083389.638404 + Penalty 5708.955617 = -19077680.682787
  nChanged 7801
		SP:Iteration 7F (17838.100000 sec): 3 clusters
  Score: Raw -19089720.205308 + Penalty 5708.955617 = -19084011.249691
  nChanged 7426
		SP:Iteration 8F (17839.090000 sec): 3 clusters
  Score: Raw -19096401.542429 + Penalty 5708.955617 = -19090692.586812
  nChanged 5734
		SP:Iteration 9F (17840.020000 sec): 3 clusters
  Score: Raw -19101763.513588 + Penalty 5708.955617 = -19096054.557971
  nChanged 3586
		SP:Iteration 10Q (17841.030000 sec): 3 clusters
  Score: Raw -19105165.364355 + Penalty 5708.955617 = -19099456.408738
  nChanged 1859
		SP:Iteration 11Q (17842.050000 sec): 3 clusters
  Score: Raw -19106910.701161 + Penalty 5708.955617 = -19101201.745544
  nChanged 705
		SP:Iteration 12Q (17842.970000 sec): 3 clusters
  Score: Raw -19107574.436927 + Penalty 5708.955617 = -19101865.481309
  nChanged 258
		SP:Iteration 13Q (17843.860000 sec): 3 clusters
  Score: Raw -19107823.741725 + Penalty 5708.955617 = -19102114.786107
  nChanged 118
		SP:Iteration 14Q (17844.740000 sec): 3 clusters
  Score: Raw -19107951.432752 + Penalty 5708.955617 = -19102242.477135
  nChanged 59
		SP:Iteration 15Q (17845.620000 sec): 3 clusters
  Score: Raw -19108013.876720 + Penalty 5708.955617 = -19102304.921103
  nChanged 35
		SP:Iteration 16Q (17846.550000 sec): 3 clusters
  Score: Raw -19108052.964070 + Penalty 5708.955617 = -19102344.008453
  nChanged 21
		SP:Iteration 17Q (17847.430000 sec): 3 clusters
  Score: Raw -19108076.256228 + Penalty 5708.955617 = -19102367.300611
  nChanged 13
		SP:Iteration 18Q (17848.360000 sec): 3 clusters
  Score: Raw -19108090.171007 + Penalty 5708.955617 = -19102381.215390
  nChanged 16
		SP:Iteration 19Q (17849.240000 sec): 3 clusters
  Score: Raw -19108107.966574 + Penalty 5708.955617 = -19102399.010957
  nChanged 13
		SP:Iteration 20F (17850.250000 sec): 3 clusters
  Score: Raw -19108125.498448 + Penalty 5708.955617 = -19102416.542831
  nChanged 5
		SP:Iteration 21Q (17851.150000 sec): 3 clusters
  Score: Raw -19108132.921511 + Penalty 5708.955617 = -19102423.965894
  nChanged 8
		SP:Iteration 22Q (17852.030000 sec): 3 clusters
  Score: Raw -19108140.076910 + Penalty 5708.955617 = -19102431.121292
  nChanged 5
		SP:Iteration 23Q (17852.960000 sec): 3 clusters
  Score: Raw -19108145.305765 + Penalty 5708.955617 = -19102436.350147
  nChanged 5
		SP:Iteration 24Q (17853.750000 sec): 3 clusters
  Score: Raw -19108151.373227 + Penalty 5708.955617 = -19102442.417610
  nChanged 8
		SP:Iteration 25Q (17854.610000 sec): 3 clusters
  Score: Raw -19108158.727549 + Penalty 5708.955617 = -19102449.771932
  nChanged 2
		SP:Iteration 26Q (17855.490000 sec): 3 clusters
  Score: Raw -19108160.362965 + Penalty 5708.955617 = -19102451.407347
  nChanged 0
		SP:Iteration 27F (17856.360000 sec): 3 clusters
  Score: Raw -19108160.362965 + Penalty 5708.955617 = -19102451.407347
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17856.430000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17856.590000 sec): 3 clusters
  Score: Raw -50604.154979 + Penalty 2829.076107 = -47775.078871
  nChanged 28
		SP:Iteration 1F (17856.750000 sec): 3 clusters
  Score: Raw -50677.549459 + Penalty 2829.076107 = -47848.473352
  nChanged 12
		SP:Iteration 2Q (17856.910000 sec): 3 clusters
  Score: Raw -50722.045833 + Penalty 2829.076107 = -47892.969726
  nChanged 8
		SP:Iteration 3Q (17857.090000 sec): 3 clusters
  Score: Raw -50751.628577 + Penalty 2829.076107 = -47922.552470
  nChanged 3
		SP:Iteration 4Q (17857.260000 sec): 3 clusters
  Score: Raw -50763.632771 + Penalty 2829.076107 = -47934.556664
  nChanged 1
		SP:Iteration 5Q (17857.440000 sec): 3 clusters
  Score: Raw -50766.029889 + Penalty 2829.076107 = -47936.953782
  nChanged 0
		SP:Iteration 6F (17857.610000 sec): 3 clusters
  Score: Raw -50766.029889 + Penalty 2829.076107 = -47936.953782
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17857.660000 sec): 2 clusters
  Score: Raw -27221.855790 + Penalty 1286.471680 = -25935.384110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17857.660000 sec): 3 clusters
  Score: Raw -27472.280148 + Penalty 2572.943360 = -24899.336788
  nChanged 16
		SP:Iteration 1F (17857.670000 sec): 3 clusters
  Score: Raw -27573.702004 + Penalty 2572.943360 = -25000.758644
  nChanged 2
		SP:Iteration 2Q (17857.680000 sec): 3 clusters
  Score: Raw -27590.564829 + Penalty 2572.943360 = -25017.621469
  nChanged 2
		SP:Iteration 3Q (17857.680000 sec): 3 clusters
  Score: Raw -27598.220413 + Penalty 2572.943360 = -25025.277053
  nChanged 1
		SP:Iteration 4Q (17857.690000 sec): 3 clusters
  Score: Raw -27603.665585 + Penalty 2572.943360 = -25030.722226
  nChanged 0
		SP:Iteration 5F (17857.700000 sec): 3 clusters
  Score: Raw -27603.665585 + Penalty 2572.943360 = -25030.722226
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17857.730000 sec): 2 clusters
  Score: Raw -83503.918458 + Penalty 1548.553391 = -81955.365067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17857.750000 sec): 3 clusters
  Score: Raw -83505.890724 + Penalty 3097.106783 = -80408.783941
  nChanged 99
		SP:Iteration 1F (17857.770000 sec): 3 clusters
  Score: Raw -83711.650743 + Penalty 3097.106783 = -80614.543961
  nChanged 40
		SP:Iteration 2F (17857.800000 sec): 3 clusters
  Score: Raw -83842.493691 + Penalty 3097.106783 = -80745.386909
  nChanged 23
		SP:Iteration 3Q (17857.820000 sec): 3 clusters
  Score: Raw -83924.329953 + Penalty 3097.106783 = -80827.223170
  nChanged 18
		SP:Iteration 4Q (17857.840000 sec): 3 clusters
  Score: Raw -83994.071876 + Penalty 3097.106783 = -80896.965093
  nChanged 23
		SP:Iteration 5Q (17857.860000 sec): 3 clusters
  Score: Raw -84103.049006 + Penalty 3097.106783 = -81005.942223
  nChanged 25
		SP:Iteration 6Q (17857.890000 sec): 3 clusters
  Score: Raw -84289.643159 + Penalty 3097.106783 = -81192.536377
  nChanged 24
		SP:Iteration 7Q (17857.910000 sec): 3 clusters
  Score: Raw -84513.063549 + Penalty 3097.106783 = -81415.956767
  nChanged 21
		SP:Iteration 8Q (17857.940000 sec): 3 clusters
  Score: Raw -84716.532155 + Penalty 3097.106783 = -81619.425372
  nChanged 17
		SP:Iteration 9Q (17857.960000 sec): 3 clusters
  Score: Raw -84865.610501 + Penalty 3097.106783 = -81768.503718
  nChanged 13
		SP:Iteration 10Q (17857.980000 sec): 3 clusters
  Score: Raw -85010.359156 + Penalty 3097.106783 = -81913.252373
  nChanged 4
		SP:Iteration 11Q (17858.000000 sec): 3 clusters
  Score: Raw -85075.333339 + Penalty 3097.106783 = -81978.226556
  nChanged 0
		SP:Iteration 12F (17858.020000 sec): 3 clusters
  Score: Raw -85082.338936 + Penalty 3097.106783 = -81985.232153
  nChanged 1
		SP:Iteration 13Q (17858.040000 sec): 3 clusters
  Score: Raw -85116.991595 + Penalty 3097.106783 = -82019.884812
  nChanged 0
		SP:Iteration 14F (17858.060000 sec): 3 clusters
  Score: Raw -85116.991595 + Penalty 3097.106783 = -82019.884812
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 10.
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17858.120000 sec): 2 clusters
  Score: Raw -152037.343008 + Penalty 1692.714089 = -150344.628919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17858.150000 sec): 3 clusters
  Score: Raw -151852.779730 + Penalty 3385.428178 = -148467.351552
  nChanged 257
		SP:Iteration 1F (17858.180000 sec): 3 clusters
  Score: Raw -152232.211828 + Penalty 3385.428178 = -148846.783650
  nChanged 114
		SP:Iteration 2F (17858.210000 sec): 3 clusters
  Score: Raw -152528.960901 + Penalty 3385.428178 = -149143.532723
  nChanged 78
		SP:Iteration 3F (17858.240000 sec): 3 clusters
  Score: Raw -152745.755643 + Penalty 3385.428178 = -149360.327465
  nChanged 54
		SP:Iteration 4F (17858.270000 sec): 3 clusters
  Score: Raw -152927.536472 + Penalty 3385.428178 = -149542.108294
  nChanged 37
		SP:Iteration 5Q (17858.300000 sec): 3 clusters
  Score: Raw -153088.936976 + Penalty 3385.428178 = -149703.508798
  nChanged 32
		SP:Iteration 6Q (17858.340000 sec): 3 clusters
  Score: Raw -153204.823453 + Penalty 3385.428178 = -149819.395275
  nChanged 27
		SP:Iteration 7Q (17858.370000 sec): 3 clusters
  Score: Raw -153295.952194 + Penalty 3385.428178 = -149910.524016
  nChanged 23
		SP:Iteration 8Q (17858.400000 sec): 3 clusters
  Score: Raw -153383.150815 + Penalty 3385.428178 = -149997.722637
  nChanged 22
		SP:Iteration 9Q (17858.430000 sec): 3 clusters
  Score: Raw -153450.308141 + Penalty 3385.428178 = -150064.879963
  nChanged 23
		SP:Iteration 10Q (17858.460000 sec): 3 clusters
  Score: Raw -153513.009768 + Penalty 3385.428178 = -150127.581590
  nChanged 14
		SP:Iteration 11Q (17858.490000 sec): 3 clusters
  Score: Raw -153546.285721 + Penalty 3385.428178 = -150160.857543
  nChanged 12
		SP:Iteration 12Q (17858.520000 sec): 3 clusters
  Score: Raw -153579.599975 + Penalty 3385.428178 = -150194.171797
  nChanged 12
		SP:Iteration 13Q (17858.550000 sec): 3 clusters
  Score: Raw -153621.115192 + Penalty 3385.428178 = -150235.687014
  nChanged 12
		SP:Iteration 14Q (17858.580000 sec): 3 clusters
  Score: Raw -153658.363510 + Penalty 3385.428178 = -150272.935332
  nChanged 11
		SP:Iteration 15Q (17858.610000 sec): 3 clusters
  Score: Raw -153685.059550 + Penalty 3385.428178 = -150299.631372
  nChanged 7
		SP:Iteration 16Q (17858.640000 sec): 3 clusters
  Score: Raw -153705.344695 + Penalty 3385.428178 = -150319.916517
  nChanged 13
		SP:Iteration 17Q (17858.680000 sec): 3 clusters
  Score: Raw -153736.891496 + Penalty 3385.428178 = -150351.463318
  nChanged 11
		SP:Iteration 18Q (17858.700000 sec): 3 clusters
  Score: Raw -153766.674815 + Penalty 3385.428178 = -150381.246637
  nChanged 10
		SP:Iteration 19Q (17858.740000 sec): 3 clusters
  Score: Raw -153797.330393 + Penalty 3385.428178 = -150411.902215
  nChanged 11
		SP:Iteration 20F (17858.770000 sec): 3 clusters
  Score: Raw -153822.921381 + Penalty 3385.428178 = -150437.493203
  nChanged 9
		SP:Iteration 21Q (17858.800000 sec): 3 clusters
  Score: Raw -153842.607278 + Penalty 3385.428178 = -150457.179100
  nChanged 5
		SP:Iteration 22Q (17858.830000 sec): 3 clusters
  Score: Raw -153855.351047 + Penalty 3385.428178 = -150469.922869
  nChanged 2
		SP:Iteration 23Q (17858.860000 sec): 3 clusters
  Score: Raw -153860.186565 + Penalty 3385.428178 = -150474.758387
  nChanged 0
		SP:Iteration 24F (17858.960000 sec): 3 clusters
  Score: Raw -153860.186565 + Penalty 3385.428178 = -150474.758387
  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 3.86 GB.

 Trying to split cluster 32 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17859.000000 sec): 2 clusters
  Score: Raw -44326.406439 + Penalty 1460.441734 = -42865.964705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17859.020000 sec): 3 clusters
  Score: Raw -44515.823260 + Penalty 2920.883467 = -41594.939793
  nChanged 51
		SP:Iteration 1F (17859.030000 sec): 3 clusters
  Score: Raw -44625.051543 + Penalty 2920.883467 = -41704.168075
  nChanged 13
		SP:Iteration 2Q (17859.040000 sec): 3 clusters
  Score: Raw -44664.402240 + Penalty 2920.883467 = -41743.518773
  nChanged 6
		SP:Iteration 3Q (17859.060000 sec): 3 clusters
  Score: Raw -44684.603107 + Penalty 2920.883467 = -41763.719639
  nChanged 0
		SP:Iteration 4F (17859.070000 sec): 3 clusters
  Score: Raw -44684.603107 + Penalty 2920.883467 = -41763.719639
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17859.300000 sec): 2 clusters
  Score: Raw -2764161.657894 + Penalty 2402.532214 = -2761759.125680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17859.610000 sec): 3 clusters
  Score: Raw -2755000.994657 + Penalty 4805.064428 = -2750195.930229
  nChanged 6902
		SP:Iteration 1F (17859.910000 sec): 3 clusters
  Score: Raw -2758864.536266 + Penalty 4805.064428 = -2754059.471838
  nChanged 1012
		SP:Iteration 2F (17860.220000 sec): 3 clusters
  Score: Raw -2759351.095480 + Penalty 4805.064428 = -2754546.031053
  nChanged 886
		SP:Iteration 3F (17860.530000 sec): 3 clusters
  Score: Raw -2759758.914190 + Penalty 4805.064428 = -2754953.849762
  nChanged 787
		SP:Iteration 4Q (17860.840000 sec): 3 clusters
  Score: Raw -2760099.178514 + Penalty 4805.064428 = -2755294.114087
  nChanged 685
		SP:Iteration 5Q (17861.140000 sec): 3 clusters
  Score: Raw -2760360.214649 + Penalty 4805.064428 = -2755555.150221
  nChanged 586
		SP:Iteration 6Q (17861.450000 sec): 3 clusters
  Score: Raw -2760568.529937 + Penalty 4805.064428 = -2755763.465510
  nChanged 516
		SP:Iteration 7Q (17861.760000 sec): 3 clusters
  Score: Raw -2760738.492066 + Penalty 4805.064428 = -2755933.427639
  nChanged 474
		SP:Iteration 8Q (17862.070000 sec): 3 clusters
  Score: Raw -2760918.809234 + Penalty 4805.064428 = -2756113.744806
  nChanged 489
		SP:Iteration 9Q (17862.380000 sec): 3 clusters
  Score: Raw -2761119.112640 + Penalty 4805.064428 = -2756314.048212
  nChanged 480
		SP:Iteration 10Q (17862.690000 sec): 3 clusters
  Score: Raw -2761298.637851 + Penalty 4805.064428 = -2756493.573423
  nChanged 466
		SP:Iteration 11Q (17862.990000 sec): 3 clusters
  Score: Raw -2761500.374189 + Penalty 4805.064428 = -2756695.309761
  nChanged 472
		SP:Iteration 12Q (17863.300000 sec): 3 clusters
  Score: Raw -2761713.085402 + Penalty 4805.064428 = -2756908.020974
  nChanged 460
		SP:Iteration 13Q (17863.610000 sec): 3 clusters
  Score: Raw -2761897.355463 + Penalty 4805.064428 = -2757092.291035
  nChanged 417
		SP:Iteration 14Q (17863.920000 sec): 3 clusters
  Score: Raw -2762055.461327 + Penalty 4805.064428 = -2757250.396900
  nChanged 348
		SP:Iteration 15Q (17864.220000 sec): 3 clusters
  Score: Raw -2762172.466273 + Penalty 4805.064428 = -2757367.401846
  nChanged 291
		SP:Iteration 16Q (17864.530000 sec): 3 clusters
  Score: Raw -2762249.429619 + Penalty 4805.064428 = -2757444.365191
  nChanged 214
		SP:Iteration 17Q (17864.840000 sec): 3 clusters
  Score: Raw -2762302.029623 + Penalty 4805.064428 = -2757496.965195
  nChanged 161
		SP:Iteration 18Q (17865.130000 sec): 3 clusters
  Score: Raw -2762334.945087 + Penalty 4805.064428 = -2757529.880660
  nChanged 124
		SP:Iteration 19Q (17865.430000 sec): 3 clusters
  Score: Raw -2762356.325303 + Penalty 4805.064428 = -2757551.260876
  nChanged 102
		SP:Iteration 20F (17865.660000 sec): 3 clusters
  Score: Raw -2762374.601266 + Penalty 4805.064428 = -2757569.536839
  nChanged 113
		SP:Iteration 21Q (17865.950000 sec): 3 clusters
  Score: Raw -2762395.353766 + Penalty 4805.064428 = -2757590.289339
  nChanged 91
		SP:Iteration 22Q (17866.260000 sec): 3 clusters
  Score: Raw -2762412.266137 + Penalty 4805.064428 = -2757607.201709
  nChanged 82
		SP:Iteration 23Q (17866.570000 sec): 3 clusters
  Score: Raw -2762427.090170 + Penalty 4805.064428 = -2757622.025742
  nChanged 79
		SP:Iteration 24Q (17866.880000 sec): 3 clusters
  Score: Raw -2762442.152557 + Penalty 4805.064428 = -2757637.088130
  nChanged 89
		SP:Iteration 25Q (17867.190000 sec): 3 clusters
  Score: Raw -2762455.833053 + Penalty 4805.064428 = -2757650.768626
  nChanged 73
		SP:Iteration 26Q (17867.500000 sec): 3 clusters
  Score: Raw -2762467.750854 + Penalty 4805.064428 = -2757662.686426
  nChanged 73
		SP:Iteration 27Q (17867.810000 sec): 3 clusters
  Score: Raw -2762479.577081 + Penalty 4805.064428 = -2757674.512653
  nChanged 74
		SP:Iteration 28Q (17868.110000 sec): 3 clusters
  Score: Raw -2762491.097924 + Penalty 4805.064428 = -2757686.033496
  nChanged 59
		SP:Iteration 29Q (17868.420000 sec): 3 clusters
  Score: Raw -2762498.651351 + Penalty 4805.064428 = -2757693.586923
  nChanged 48
		SP:Iteration 30Q (17868.730000 sec): 3 clusters
  Score: Raw -2762505.056225 + Penalty 4805.064428 = -2757699.991797
  nChanged 49
		SP:Iteration 31Q (17869.040000 sec): 3 clusters
  Score: Raw -2762512.202451 + Penalty 4805.064428 = -2757707.138024
  nChanged 60
		SP:Iteration 32Q (17869.350000 sec): 3 clusters
  Score: Raw -2762521.113029 + Penalty 4805.064428 = -2757716.048602
  nChanged 67
		SP:Iteration 33Q (17869.650000 sec): 3 clusters
  Score: Raw -2762533.540719 + Penalty 4805.064428 = -2757728.476292
  nChanged 67
		SP:Iteration 34Q (17869.960000 sec): 3 clusters
  Score: Raw -2762543.335245 + Penalty 4805.064428 = -2757738.270817
  nChanged 53
		SP:Iteration 35Q (17870.270000 sec): 3 clusters
  Score: Raw -2762552.041176 + Penalty 4805.064428 = -2757746.976748
  nChanged 60
		SP:Iteration 36Q (17870.570000 sec): 3 clusters
  Score: Raw -2762561.789147 + Penalty 4805.064428 = -2757756.724720
  nChanged 55
		SP:Iteration 37Q (17870.880000 sec): 3 clusters
  Score: Raw -2762570.617223 + Penalty 4805.064428 = -2757765.552795
  nChanged 54
		SP:Iteration 38Q (17871.180000 sec): 3 clusters
  Score: Raw -2762578.025037 + Penalty 4805.064428 = -2757772.960609
  nChanged 41
		SP:Iteration 39Q (17871.490000 sec): 3 clusters
  Score: Raw -2762583.530011 + Penalty 4805.064428 = -2757778.465583
  nChanged 39
		SP:Iteration 40F (17871.790000 sec): 3 clusters
  Score: Raw -2762588.723823 + Penalty 4805.064428 = -2757783.659395
  nChanged 40
		SP:Iteration 41Q (17872.100000 sec): 3 clusters
  Score: Raw -2762594.370884 + Penalty 4805.064428 = -2757789.306457
  nChanged 41
		SP:Iteration 42Q (17872.400000 sec): 3 clusters
  Score: Raw -2762600.116669 + Penalty 4805.064428 = -2757795.052241
  nChanged 46
		SP:Iteration 43Q (17872.710000 sec): 3 clusters
  Score: Raw -2762607.819524 + Penalty 4805.064428 = -2757802.755097
  nChanged 48
		SP:Iteration 44Q (17873.010000 sec): 3 clusters
  Score: Raw -2762616.040379 + Penalty 4805.064428 = -2757810.975951
  nChanged 53
		SP:Iteration 45Q (17873.320000 sec): 3 clusters
  Score: Raw -2762624.107853 + Penalty 4805.064428 = -2757819.043425
  nChanged 50
		SP:Iteration 46Q (17873.630000 sec): 3 clusters
  Score: Raw -2762631.627998 + Penalty 4805.064428 = -2757826.563571
  nChanged 55
		SP:Iteration 47Q (17873.840000 sec): 3 clusters
  Score: Raw -2762639.854203 + Penalty 4805.064428 = -2757834.789775
  nChanged 56
		SP:Iteration 48Q (17874.120000 sec): 3 clusters
  Score: Raw -2762649.585805 + Penalty 4805.064428 = -2757844.521377
  nChanged 66
		SP:Iteration 49Q (17874.430000 sec): 3 clusters
  Score: Raw -2762661.507330 + Penalty 4805.064428 = -2757856.442902
  nChanged 49
		SP:Iteration 50Q (17874.730000 sec): 3 clusters
  Score: Raw -2762667.800394 + Penalty 4805.064428 = -2757862.735966
  nChanged 46
		SP:Iteration 51Q (17875.040000 sec): 3 clusters
  Score: Raw -2762674.239006 + Penalty 4805.064428 = -2757869.174578
  nChanged 45
		SP:Iteration 52Q (17875.350000 sec): 3 clusters
  Score: Raw -2762680.465016 + Penalty 4805.064428 = -2757875.400588
  nChanged 46
		SP:Iteration 53Q (17875.660000 sec): 3 clusters
  Score: Raw -2762686.689671 + Penalty 4805.064428 = -2757881.625243
  nChanged 47
		SP:Iteration 54Q (17875.970000 sec): 3 clusters
  Score: Raw -2762694.097204 + Penalty 4805.064428 = -2757889.032776
  nChanged 52
		SP:Iteration 55Q (17876.270000 sec): 3 clusters
  Score: Raw -2762701.967084 + Penalty 4805.064428 = -2757896.902656
  nChanged 58
		SP:Iteration 56Q (17876.580000 sec): 3 clusters
  Score: Raw -2762710.934276 + Penalty 4805.064428 = -2757905.869849
  nChanged 67
		SP:Iteration 57Q (17876.890000 sec): 3 clusters
  Score: Raw -2762719.664520 + Penalty 4805.064428 = -2757914.600092
  nChanged 58
		SP:Iteration 58Q (17877.200000 sec): 3 clusters
  Score: Raw -2762726.748185 + Penalty 4805.064428 = -2757921.683757
  nChanged 48
		SP:Iteration 59Q (17877.510000 sec): 3 clusters
  Score: Raw -2762732.962502 + Penalty 4805.064428 = -2757927.898074
  nChanged 49
		SP:Iteration 60F (17877.790000 sec): 3 clusters
  Score: Raw -2762741.063960 + Penalty 4805.064428 = -2757935.999532
  nChanged 60
		SP:Iteration 61Q (17878.020000 sec): 3 clusters
  Score: Raw -2762751.102212 + Penalty 4805.064428 = -2757946.037784
  nChanged 58
		SP:Iteration 62Q (17878.310000 sec): 3 clusters
  Score: Raw -2762759.114877 + Penalty 4805.064428 = -2757954.050449
  nChanged 48
		SP:Iteration 63Q (17878.590000 sec): 3 clusters
  Score: Raw -2762766.165368 + Penalty 4805.064428 = -2757961.100940
  nChanged 46
		SP:Iteration 64Q (17878.890000 sec): 3 clusters
  Score: Raw -2762773.094675 + Penalty 4805.064428 = -2757968.030247
  nChanged 46
		SP:Iteration 65Q (17879.170000 sec): 3 clusters
  Score: Raw -2762779.968598 + Penalty 4805.064428 = -2757974.904171
  nChanged 48
		SP:Iteration 66Q (17879.450000 sec): 3 clusters
  Score: Raw -2762787.607404 + Penalty 4805.064428 = -2757982.542976
  nChanged 52
		SP:Iteration 67Q (17879.770000 sec): 3 clusters
  Score: Raw -2762794.778841 + Penalty 4805.064428 = -2757989.714414
  nChanged 58
		SP:Iteration 68Q (17880.070000 sec): 3 clusters
  Score: Raw -2762804.080451 + Penalty 4805.064428 = -2757999.016023
  nChanged 61
		SP:Iteration 69Q (17880.380000 sec): 3 clusters
  Score: Raw -2762814.793964 + Penalty 4805.064428 = -2758009.729537
  nChanged 70
		SP:Iteration 70Q (17880.690000 sec): 3 clusters
  Score: Raw -2762827.314934 + Penalty 4805.064428 = -2758022.250506
  nChanged 70
		SP:Iteration 71Q (17881.000000 sec): 3 clusters
  Score: Raw -2762840.927000 + Penalty 4805.064428 = -2758035.862573
  nChanged 78
		SP:Iteration 72Q (17881.310000 sec): 3 clusters
  Score: Raw -2762855.653220 + Penalty 4805.064428 = -2758050.588793
  nChanged 87
		SP:Iteration 73Q (17881.630000 sec): 3 clusters
  Score: Raw -2762872.506096 + Penalty 4805.064428 = -2758067.441668
  nChanged 82
		SP:Iteration 74Q (17881.900000 sec): 3 clusters
  Score: Raw -2762890.414009 + Penalty 4805.064428 = -2758085.349581
  nChanged 90
		SP:Iteration 75Q (17882.200000 sec): 3 clusters
  Score: Raw -2762909.077765 + Penalty 4805.064428 = -2758104.013337
  nChanged 84
		SP:Iteration 76Q (17882.510000 sec): 3 clusters
  Score: Raw -2762924.741441 + Penalty 4805.064428 = -2758119.677013
  nChanged 89
		SP:Iteration 77Q (17882.810000 sec): 3 clusters
  Score: Raw -2762943.973991 + Penalty 4805.064428 = -2758138.909563
  nChanged 102
		SP:Iteration 78Q (17883.110000 sec): 3 clusters
  Score: Raw -2762968.473612 + Penalty 4805.064428 = -2758163.409184
  nChanged 123
		SP:Iteration 79Q (17883.420000 sec): 3 clusters
  Score: Raw -2763003.163527 + Penalty 4805.064428 = -2758198.099099
  nChanged 152
		SP:Iteration 80F (17883.730000 sec): 3 clusters
  Score: Raw -2763042.434186 + Penalty 4805.064428 = -2758237.369758
  nChanged 133
		SP:Iteration 81Q (17884.030000 sec): 3 clusters
  Score: Raw -2763078.800828 + Penalty 4805.064428 = -2758273.736400
  nChanged 160
		SP:Iteration 82Q (17884.340000 sec): 3 clusters
  Score: Raw -2763130.227183 + Penalty 4805.064428 = -2758325.162755
  nChanged 171
		SP:Iteration 83Q (17884.640000 sec): 3 clusters
  Score: Raw -2763184.356364 + Penalty 4805.064428 = -2758379.291936
  nChanged 183
		SP:Iteration 84Q (17884.940000 sec): 3 clusters
  Score: Raw -2763243.259562 + Penalty 4805.064428 = -2758438.195134
  nChanged 198
		SP:Iteration 85Q (17885.240000 sec): 3 clusters
  Score: Raw -2763313.585354 + Penalty 4805.064428 = -2758508.520927
  nChanged 204
		SP:Iteration 86Q (17885.550000 sec): 3 clusters
  Score: Raw -2763377.216145 + Penalty 4805.064428 = -2758572.151717
  nChanged 193
		SP:Iteration 87Q (17885.850000 sec): 3 clusters
  Score: Raw -2763437.898507 + Penalty 4805.064428 = -2758632.834079
  nChanged 191
		SP:Iteration 88Q (17886.160000 sec): 3 clusters
  Score: Raw -2763495.602325 + Penalty 4805.064428 = -2758690.537897
  nChanged 188
		SP:Iteration 89Q (17886.460000 sec): 3 clusters
  Score: Raw -2763557.001249 + Penalty 4805.064428 = -2758751.936822
  nChanged 180
		SP:Iteration 90Q (17886.770000 sec): 3 clusters
  Score: Raw -2763616.025639 + Penalty 4805.064428 = -2758810.961212
  nChanged 177
		SP:Iteration 91Q (17887.070000 sec): 3 clusters
  Score: Raw -2763676.507502 + Penalty 4805.064428 = -2758871.443074
  nChanged 179
		SP:Iteration 92Q (17887.370000 sec): 3 clusters
  Score: Raw -2763742.824733 + Penalty 4805.064428 = -2758937.760305
  nChanged 189
		SP:Iteration 93Q (17887.670000 sec): 3 clusters
  Score: Raw -2763817.980085 + Penalty 4805.064428 = -2759012.915657
  nChanged 202
		SP:Iteration 94Q (17887.900000 sec): 3 clusters
  Score: Raw -2763897.715219 + Penalty 4805.064428 = -2759092.650792
  nChanged 194
		SP:Iteration 95Q (17888.210000 sec): 3 clusters
  Score: Raw -2763975.677065 + Penalty 4805.064428 = -2759170.612638
  nChanged 195
		SP:Iteration 96Q (17888.520000 sec): 3 clusters
  Score: Raw -2764060.268718 + Penalty 4805.064428 = -2759255.204290
  nChanged 203
		SP:Iteration 97Q (17888.720000 sec): 3 clusters
  Score: Raw -2764146.974467 + Penalty 4805.064428 = -2759341.910039
  nChanged 175
		SP:Iteration 98Q (17889.010000 sec): 3 clusters
  Score: Raw -2764226.720311 + Penalty 4805.064428 = -2759421.655883
  nChanged 160
		SP:Iteration 99Q (17889.320000 sec): 3 clusters
  Score: Raw -2764303.474771 + Penalty 4805.064428 = -2759498.410343
  nChanged 162
		SP:Iteration 100F (17889.630000 sec): 3 clusters
  Score: Raw -2764374.803158 + Penalty 4805.064428 = -2759569.738730
  nChanged 148
		SP:Iteration 101Q (17889.900000 sec): 3 clusters
  Score: Raw -2764446.159856 + Penalty 4805.064428 = -2759641.095428
  nChanged 146
		SP:Iteration 102Q (17890.170000 sec): 3 clusters
  Score: Raw -2764513.502082 + Penalty 4805.064428 = -2759708.437654
  nChanged 113
		SP:Iteration 103Q (17890.430000 sec): 3 clusters
  Score: Raw -2764566.555099 + Penalty 4805.064428 = -2759761.490672
  nChanged 113
		SP:Iteration 104Q (17890.700000 sec): 3 clusters
  Score: Raw -2764616.240691 + Penalty 4805.064428 = -2759811.176263
  nChanged 103
		SP:Iteration 105Q (17890.970000 sec): 3 clusters
  Score: Raw -2764659.617682 + Penalty 4805.064428 = -2759854.553254
  nChanged 79
		SP:Iteration 106Q (17891.230000 sec): 3 clusters
  Score: Raw -2764693.855220 + Penalty 4805.064428 = -2759888.790792
  nChanged 69
		SP:Iteration 107Q (17891.490000 sec): 3 clusters
  Score: Raw -2764721.318853 + Penalty 4805.064428 = -2759916.254426
  nChanged 48
		SP:Iteration 108Q (17891.760000 sec): 3 clusters
  Score: Raw -2764740.724281 + Penalty 4805.064428 = -2759935.659853
  nChanged 38
		SP:Iteration 109Q (17892.030000 sec): 3 clusters
  Score: Raw -2764759.232641 + Penalty 4805.064428 = -2759954.168213
  nChanged 33
		SP:Iteration 110Q (17892.290000 sec): 3 clusters
  Score: Raw -2764773.544526 + Penalty 4805.064428 = -2759968.480098
  nChanged 32
		SP:Iteration 111Q (17892.560000 sec): 3 clusters
  Score: Raw -2764787.227312 + Penalty 4805.064428 = -2759982.162885
  nChanged 21
		SP:Iteration 112Q (17892.830000 sec): 3 clusters
  Score: Raw -2764793.442435 + Penalty 4805.064428 = -2759988.378007
  nChanged 14
		SP:Iteration 113Q (17893.090000 sec): 3 clusters
  Score: Raw -2764797.031739 + Penalty 4805.064428 = -2759991.967311
  nChanged 8
		SP:Iteration 114Q (17893.360000 sec): 3 clusters
  Score: Raw -2764800.163181 + Penalty 4805.064428 = -2759995.098753
  nChanged 10
		SP:Iteration 115Q (17893.630000 sec): 3 clusters
  Score: Raw -2764803.917709 + Penalty 4805.064428 = -2759998.853281
  nChanged 11
		SP:Iteration 116Q (17893.890000 sec): 3 clusters
  Score: Raw -2764808.096819 + Penalty 4805.064428 = -2760003.032392
  nChanged 8
		SP:Iteration 117Q (17894.190000 sec): 3 clusters
  Score: Raw -2764810.972366 + Penalty 4805.064428 = -2760005.907939
  nChanged 8
		SP:Iteration 118Q (17894.460000 sec): 3 clusters
  Score: Raw -2764813.682340 + Penalty 4805.064428 = -2760008.617912
  nChanged 7
		SP:Iteration 119Q (17894.720000 sec): 3 clusters
  Score: Raw -2764816.215854 + Penalty 4805.064428 = -2760011.151427
  nChanged 9
		SP:Iteration 120F (17894.950000 sec): 3 clusters
  Score: Raw -2764820.604195 + Penalty 4805.064428 = -2760015.539767
  nChanged 13
		SP:Iteration 121Q (17895.220000 sec): 3 clusters
  Score: Raw -2764825.310864 + Penalty 4805.064428 = -2760020.246437
  nChanged 14
		SP:Iteration 122Q (17895.490000 sec): 3 clusters
  Score: Raw -2764830.950280 + Penalty 4805.064428 = -2760025.885853
  nChanged 17
		SP:Iteration 123Q (17895.750000 sec): 3 clusters
  Score: Raw -2764838.131349 + Penalty 4805.064428 = -2760033.066921
  nChanged 13
		SP:Iteration 124Q (17896.020000 sec): 3 clusters
  Score: Raw -2764844.975612 + Penalty 4805.064428 = -2760039.911184
  nChanged 14
		SP:Iteration 125Q (17896.290000 sec): 3 clusters
  Score: Raw -2764851.564804 + Penalty 4805.064428 = -2760046.500377
  nChanged 18
		SP:Iteration 126Q (17896.550000 sec): 3 clusters
  Score: Raw -2764860.772379 + Penalty 4805.064428 = -2760055.707951
  nChanged 16
		SP:Iteration 127Q (17896.820000 sec): 3 clusters
  Score: Raw -2764866.523058 + Penalty 4805.064428 = -2760061.458630
  nChanged 13
		SP:Iteration 128Q (17897.080000 sec): 3 clusters
  Score: Raw -2764872.100588 + Penalty 4805.064428 = -2760067.036160
  nChanged 13
		SP:Iteration 129Q (17897.350000 sec): 3 clusters
  Score: Raw -2764877.297033 + Penalty 4805.064428 = -2760072.232606
  nChanged 8
		SP:Iteration 130Q (17897.610000 sec): 3 clusters
  Score: Raw -2764881.860422 + Penalty 4805.064428 = -2760076.795994
  nChanged 7
		SP:Iteration 131Q (17897.880000 sec): 3 clusters
  Score: Raw -2764884.682282 + Penalty 4805.064428 = -2760079.617854
  nChanged 6
		SP:Iteration 132Q (17898.150000 sec): 3 clusters
  Score: Raw -2764887.210721 + Penalty 4805.064428 = -2760082.146293
  nChanged 7
		SP:Iteration 133Q (17898.410000 sec): 3 clusters
  Score: Raw -2764889.877984 + Penalty 4805.064428 = -2760084.813557
  nChanged 7
		SP:Iteration 134Q (17898.680000 sec): 3 clusters
  Score: Raw -2764892.201048 + Penalty 4805.064428 = -2760087.136620
  nChanged 8
		SP:Iteration 135Q (17898.940000 sec): 3 clusters
  Score: Raw -2764895.381452 + Penalty 4805.064428 = -2760090.317025
  nChanged 9
		SP:Iteration 136Q (17899.210000 sec): 3 clusters
  Score: Raw -2764899.554237 + Penalty 4805.064428 = -2760094.489809
  nChanged 7
		SP:Iteration 137Q (17899.470000 sec): 3 clusters
  Score: Raw -2764902.982188 + Penalty 4805.064428 = -2760097.917760
  nChanged 7
		SP:Iteration 138Q (17899.740000 sec): 3 clusters
  Score: Raw -2764906.021537 + Penalty 4805.064428 = -2760100.957109
  nChanged 4
		SP:Iteration 139Q (17900.000000 sec): 3 clusters
  Score: Raw -2764906.805066 + Penalty 4805.064428 = -2760101.740639
  nChanged 3
		SP:Iteration 140F (17900.310000 sec): 3 clusters
  Score: Raw -2764907.538287 + Penalty 4805.064428 = -2760102.473859
  nChanged 1
		SP:Iteration 141Q (17900.580000 sec): 3 clusters
  Score: Raw -2764907.883556 + Penalty 4805.064428 = -2760102.819129
  nChanged 0
		SP:Iteration 142F (17900.890000 sec): 3 clusters
  Score: Raw -2764907.883556 + Penalty 4805.064428 = -2760102.819129
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17900.980000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17901.150000 sec): 3 clusters
  Score: Raw -19094.374138 + Penalty 2690.775209 = -16403.598929
  nChanged 23
		SP:Iteration 1F (17901.330000 sec): 3 clusters
  Score: Raw -19180.029111 + Penalty 2690.775209 = -16489.253902
  nChanged 7
		SP:Iteration 2Q (17901.500000 sec): 3 clusters
  Score: Raw -19206.028753 + Penalty 2690.775209 = -16515.253544
  nChanged 2
		SP:Iteration 3Q (17901.680000 sec): 3 clusters
  Score: Raw -19212.250538 + Penalty 2690.775209 = -16521.475329
  nChanged 0
		SP:Iteration 4F (17901.860000 sec): 3 clusters
  Score: Raw -19212.250538 + Penalty 2690.775209 = -16521.475329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17901.940000 sec): 2 clusters
  Score: Raw -23818.097319 + Penalty 1283.685134 = -22534.412185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17902.120000 sec): 3 clusters
  Score: Raw -24127.572230 + Penalty 2567.370267 = -21560.201963
  nChanged 15
		SP:Iteration 1F (17902.300000 sec): 3 clusters
  Score: Raw -24220.819668 + Penalty 2567.370267 = -21653.449401
  nChanged 4
		SP:Iteration 2Q (17902.470000 sec): 3 clusters
  Score: Raw -24264.821817 + Penalty 2567.370267 = -21697.451550
  nChanged 0
		SP:Iteration 3F (17902.650000 sec): 3 clusters
  Score: Raw -24264.821817 + Penalty 2567.370267 = -21697.451550
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (55 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17902.740000 sec): 2 clusters
  Score: Raw -6928.565615 + Penalty 993.818630 = -5934.746985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17902.820000 sec): 2 clusters
  Score: Raw 50198.736427 + Penalty 993.818630 = 51192.555057
  nChanged 22
		SP:Iteration 1F (17902.910000 sec): 2 clusters
  Score: Raw -6928.565615 + Penalty 993.818630 = -5934.746985
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17903.000000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17903.180000 sec): 3 clusters
  Score: Raw -71959.666214 + Penalty 2992.410766 = -68967.255448
  nChanged 56
		SP:Iteration 1F (17903.350000 sec): 3 clusters
  Score: Raw -72090.512149 + Penalty 2992.410766 = -69098.101383
  nChanged 15
		SP:Iteration 2Q (17903.520000 sec): 3 clusters
  Score: Raw -72131.760452 + Penalty 2992.410766 = -69139.349686
  nChanged 11
		SP:Iteration 3Q (17903.700000 sec): 3 clusters
  Score: Raw -72154.528411 + Penalty 2992.410766 = -69162.117645
  nChanged 7
		SP:Iteration 4Q (17903.880000 sec): 3 clusters
  Score: Raw -72176.705435 + Penalty 2992.410766 = -69184.294669
  nChanged 2
		SP:Iteration 5Q (17904.050000 sec): 3 clusters
  Score: Raw -72181.789928 + Penalty 2992.410766 = -69189.379162
  nChanged 1
		SP:Iteration 6Q (17904.230000 sec): 3 clusters
  Score: Raw -72184.380409 + Penalty 2992.410766 = -69191.969643
  nChanged 1
		SP:Iteration 7Q (17904.400000 sec): 3 clusters
  Score: Raw -72186.471647 + Penalty 2992.410766 = -69194.060881
  nChanged 0
		SP:Iteration 8F (17904.580000 sec): 3 clusters
  Score: Raw -72186.471647 + Penalty 2992.410766 = -69194.060881
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17904.830000 sec): 2 clusters
  Score: Raw -3700563.305464 + Penalty 2469.601467 = -3698093.703997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17905.200000 sec): 3 clusters
  Score: Raw -3688155.020086 + Penalty 4939.202933 = -3683215.817153
  nChanged 9285
		SP:Iteration 1F (17905.540000 sec): 3 clusters
  Score: Raw -3693084.542086 + Penalty 4939.202933 = -3688145.339153
  nChanged 1172
		SP:Iteration 2F (17905.880000 sec): 3 clusters
  Score: Raw -3693604.539632 + Penalty 4939.202933 = -3688665.336699
  nChanged 1146
		SP:Iteration 3F (17906.220000 sec): 3 clusters
  Score: Raw -3694145.532018 + Penalty 4939.202933 = -3689206.329085
  nChanged 1106
		SP:Iteration 4F (17906.480000 sec): 3 clusters
  Score: Raw -3694727.538204 + Penalty 4939.202933 = -3689788.335271
  nChanged 1122
		SP:Iteration 5F (17906.860000 sec): 3 clusters
  Score: Raw -3695405.121490 + Penalty 4939.202933 = -3690465.918557
  nChanged 1225
		SP:Iteration 6F (17907.200000 sec): 3 clusters
  Score: Raw -3696134.714270 + Penalty 4939.202933 = -3691195.511336
  nChanged 1242
		SP:Iteration 7F (17907.580000 sec): 3 clusters
  Score: Raw -3696884.218727 + Penalty 4939.202933 = -3691945.015794
  nChanged 1170
		SP:Iteration 8F (17907.920000 sec): 3 clusters
  Score: Raw -3697560.908380 + Penalty 4939.202933 = -3692621.705446
  nChanged 1070
		SP:Iteration 9F (17908.260000 sec): 3 clusters
  Score: Raw -3698183.848870 + Penalty 4939.202933 = -3693244.645937
  nChanged 922
		SP:Iteration 10Q (17908.600000 sec): 3 clusters
  Score: Raw -3698679.800872 + Penalty 4939.202933 = -3693740.597939
  nChanged 760
		SP:Iteration 11Q (17908.950000 sec): 3 clusters
  Score: Raw -3699105.350057 + Penalty 4939.202933 = -3694166.147124
  nChanged 638
		SP:Iteration 12Q (17909.290000 sec): 3 clusters
  Score: Raw -3699443.938356 + Penalty 4939.202933 = -3694504.735423
  nChanged 545
		SP:Iteration 13Q (17909.630000 sec): 3 clusters
  Score: Raw -3699738.248293 + Penalty 4939.202933 = -3694799.045360
  nChanged 469
		SP:Iteration 14Q (17909.980000 sec): 3 clusters
  Score: Raw -3699990.758631 + Penalty 4939.202933 = -3695051.555697
  nChanged 400
		SP:Iteration 15Q (17910.320000 sec): 3 clusters
  Score: Raw -3700221.340857 + Penalty 4939.202933 = -3695282.137924
  nChanged 340
		SP:Iteration 16Q (17910.670000 sec): 3 clusters
  Score: Raw -3700410.680383 + Penalty 4939.202933 = -3695471.477450
  nChanged 282
		SP:Iteration 17Q (17911.010000 sec): 3 clusters
  Score: Raw -3700571.590593 + Penalty 4939.202933 = -3695632.387660
  nChanged 230
		SP:Iteration 18Q (17911.360000 sec): 3 clusters
  Score: Raw -3700713.872893 + Penalty 4939.202933 = -3695774.669960
  nChanged 181
		SP:Iteration 19Q (17911.700000 sec): 3 clusters
  Score: Raw -3700818.518175 + Penalty 4939.202933 = -3695879.315241
  nChanged 156
		SP:Iteration 20F (17912.010000 sec): 3 clusters
  Score: Raw -3700907.002466 + Penalty 4939.202933 = -3695967.799532
  nChanged 109
		SP:Iteration 21Q (17912.350000 sec): 3 clusters
  Score: Raw -3700957.817561 + Penalty 4939.202933 = -3696018.614627
  nChanged 84
		SP:Iteration 22Q (17912.700000 sec): 3 clusters
  Score: Raw -3701002.856625 + Penalty 4939.202933 = -3696063.653692
  nChanged 72
		SP:Iteration 23Q (17913.040000 sec): 3 clusters
  Score: Raw -3701039.234874 + Penalty 4939.202933 = -3696100.031940
  nChanged 55
		SP:Iteration 24Q (17913.390000 sec): 3 clusters
  Score: Raw -3701067.211129 + Penalty 4939.202933 = -3696128.008195
  nChanged 44
		SP:Iteration 25Q (17913.730000 sec): 3 clusters
  Score: Raw -3701087.463684 + Penalty 4939.202933 = -3696148.260751
  nChanged 37
		SP:Iteration 26Q (17914.080000 sec): 3 clusters
  Score: Raw -3701102.152122 + Penalty 4939.202933 = -3696162.949189
  nChanged 26
		SP:Iteration 27Q (17914.430000 sec): 3 clusters
  Score: Raw -3701112.414108 + Penalty 4939.202933 = -3696173.211174
  nChanged 26
		SP:Iteration 28Q (17914.770000 sec): 3 clusters
  Score: Raw -3701126.167567 + Penalty 4939.202933 = -3696186.964634
  nChanged 32
		SP:Iteration 29Q (17915.120000 sec): 3 clusters
  Score: Raw -3701140.145038 + Penalty 4939.202933 = -3696200.942104
  nChanged 22
		SP:Iteration 30Q (17915.460000 sec): 3 clusters
  Score: Raw -3701149.777011 + Penalty 4939.202933 = -3696210.574078
  nChanged 16
		SP:Iteration 31Q (17915.810000 sec): 3 clusters
  Score: Raw -3701154.861622 + Penalty 4939.202933 = -3696215.658688
  nChanged 13
		SP:Iteration 32Q (17916.150000 sec): 3 clusters
  Score: Raw -3701159.601232 + Penalty 4939.202933 = -3696220.398298
  nChanged 9
		SP:Iteration 33Q (17916.500000 sec): 3 clusters
  Score: Raw -3701163.690191 + Penalty 4939.202933 = -3696224.487258
  nChanged 10
		SP:Iteration 34Q (17916.850000 sec): 3 clusters
  Score: Raw -3701167.041914 + Penalty 4939.202933 = -3696227.838981
  nChanged 9
		SP:Iteration 35Q (17917.190000 sec): 3 clusters
  Score: Raw -3701169.162622 + Penalty 4939.202933 = -3696229.959688
  nChanged 4
		SP:Iteration 36Q (17917.540000 sec): 3 clusters
  Score: Raw -3701170.842709 + Penalty 4939.202933 = -3696231.639775
  nChanged 3
		SP:Iteration 37Q (17917.880000 sec): 3 clusters
  Score: Raw -3701172.036505 + Penalty 4939.202933 = -3696232.833571
  nChanged 1
		SP:Iteration 38Q (17918.230000 sec): 3 clusters
  Score: Raw -3701172.246156 + Penalty 4939.202933 = -3696233.043223
  nChanged 0
		SP:Iteration 39F (17918.570000 sec): 3 clusters
  Score: Raw -3701172.246156 + Penalty 4939.202933 = -3696233.043223
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17918.640000 sec): 2 clusters
  Score: Raw -38206.466017 + Penalty 1370.312329 = -36836.153688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17918.810000 sec): 3 clusters
  Score: Raw -38445.755067 + Penalty 2740.624658 = -35705.130409
  nChanged 34
		SP:Iteration 1F (17918.990000 sec): 3 clusters
  Score: Raw -38643.223157 + Penalty 2740.624658 = -35902.598499
  nChanged 15
		SP:Iteration 2F (17919.170000 sec): 3 clusters
  Score: Raw -38753.720741 + Penalty 2740.624658 = -36013.096083
  nChanged 7
		SP:Iteration 3Q (17919.340000 sec): 3 clusters
  Score: Raw -38833.908852 + Penalty 2740.624658 = -36093.284194
  nChanged 8
		SP:Iteration 4Q (17919.520000 sec): 3 clusters
  Score: Raw -38883.354248 + Penalty 2740.624658 = -36142.729590
  nChanged 6
		SP:Iteration 5Q (17919.680000 sec): 3 clusters
  Score: Raw -38912.466004 + Penalty 2740.624658 = -36171.841347
  nChanged 3
		SP:Iteration 6Q (17919.860000 sec): 3 clusters
  Score: Raw -38930.192287 + Penalty 2740.624658 = -36189.567629
  nChanged 3
		SP:Iteration 7Q (17920.040000 sec): 3 clusters
  Score: Raw -38947.036194 + Penalty 2740.624658 = -36206.411536
  nChanged 2
		SP:Iteration 8Q (17920.210000 sec): 3 clusters
  Score: Raw -38957.902356 + Penalty 2740.624658 = -36217.277698
  nChanged 0
		SP:Iteration 9F (17920.390000 sec): 3 clusters
  Score: Raw -38957.902356 + Penalty 2740.624658 = -36217.277698
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17920.480000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17920.650000 sec): 3 clusters
  Score: Raw -110490.660117 + Penalty 3200.216281 = -107290.443836
  nChanged 141
		SP:Iteration 1F (17920.830000 sec): 3 clusters
  Score: Raw -110729.590122 + Penalty 3200.216281 = -107529.373840
  nChanged 34
		SP:Iteration 2F (17921.000000 sec): 3 clusters
  Score: Raw -110812.430158 + Penalty 3200.216281 = -107612.213876
  nChanged 27
		SP:Iteration 3Q (17921.180000 sec): 3 clusters
  Score: Raw -110881.763674 + Penalty 3200.216281 = -107681.547393
  nChanged 13
		SP:Iteration 4Q (17921.360000 sec): 3 clusters
  Score: Raw -110916.619471 + Penalty 3200.216281 = -107716.403190
  nChanged 14
		SP:Iteration 5Q (17921.530000 sec): 3 clusters
  Score: Raw -110955.415423 + Penalty 3200.216281 = -107755.199142
  nChanged 7
		SP:Iteration 6Q (17921.710000 sec): 3 clusters
  Score: Raw -110970.629061 + Penalty 3200.216281 = -107770.412780
  nChanged 7
		SP:Iteration 7Q (17921.880000 sec): 3 clusters
  Score: Raw -110982.421364 + Penalty 3200.216281 = -107782.205082
  nChanged 7
		SP:Iteration 8Q (17922.060000 sec): 3 clusters
  Score: Raw -110997.406118 + Penalty 3200.216281 = -107797.189836
  nChanged 7
		SP:Iteration 9Q (17922.240000 sec): 3 clusters
  Score: Raw -111008.358145 + Penalty 3200.216281 = -107808.141864
  nChanged 5
		SP:Iteration 10Q (17922.410000 sec): 3 clusters
  Score: Raw -111021.408197 + Penalty 3200.216281 = -107821.191916
  nChanged 12
		SP:Iteration 11Q (17922.580000 sec): 3 clusters
  Score: Raw -111057.152073 + Penalty 3200.216281 = -107856.935792
  nChanged 14
		SP:Iteration 12Q (17922.760000 sec): 3 clusters
  Score: Raw -111097.968518 + Penalty 3200.216281 = -107897.752237
  nChanged 13
		SP:Iteration 13Q (17922.940000 sec): 3 clusters
  Score: Raw -111145.525974 + Penalty 3200.216281 = -107945.309693
  nChanged 11
		SP:Iteration 14Q (17923.100000 sec): 3 clusters
  Score: Raw -111166.709557 + Penalty 3200.216281 = -107966.493276
  nChanged 5
		SP:Iteration 15Q (17923.290000 sec): 3 clusters
  Score: Raw -111185.698113 + Penalty 3200.216281 = -107985.481832
  nChanged 6
		SP:Iteration 16Q (17923.460000 sec): 3 clusters
  Score: Raw -111201.644243 + Penalty 3200.216281 = -108001.427962
  nChanged 10
		SP:Iteration 17Q (17923.640000 sec): 3 clusters
  Score: Raw -111224.776425 + Penalty 3200.216281 = -108024.560144
  nChanged 6
		SP:Iteration 18Q (17923.820000 sec): 3 clusters
  Score: Raw -111241.444453 + Penalty 3200.216281 = -108041.228172
  nChanged 5
		SP:Iteration 19Q (17923.990000 sec): 3 clusters
  Score: Raw -111256.983605 + Penalty 3200.216281 = -108056.767323
  nChanged 1
		SP:Iteration 20F (17924.170000 sec): 3 clusters
  Score: Raw -111263.979247 + Penalty 3200.216281 = -108063.762966
  nChanged 5
		SP:Iteration 21Q (17924.340000 sec): 3 clusters
  Score: Raw -111283.518259 + Penalty 3200.216281 = -108083.301977
  nChanged 3
		SP:Iteration 22Q (17924.520000 sec): 3 clusters
  Score: Raw -111294.535118 + Penalty 3200.216281 = -108094.318837
  nChanged 3
		SP:Iteration 23Q (17924.700000 sec): 3 clusters
  Score: Raw -111325.214586 + Penalty 3200.216281 = -108124.998304
  nChanged 6
		SP:Iteration 24Q (17924.870000 sec): 3 clusters
  Score: Raw -111353.573796 + Penalty 3200.216281 = -108153.357515
  nChanged 7
		SP:Iteration 25Q (17925.050000 sec): 3 clusters
  Score: Raw -111381.763297 + Penalty 3200.216281 = -108181.547016
  nChanged 4
		SP:Iteration 26Q (17925.220000 sec): 3 clusters
  Score: Raw -111390.687331 + Penalty 3200.216281 = -108190.471049
  nChanged 2
		SP:Iteration 27Q (17925.400000 sec): 3 clusters
  Score: Raw -111394.322949 + Penalty 3200.216281 = -108194.106668
  nChanged 1
		SP:Iteration 28Q (17925.580000 sec): 3 clusters
  Score: Raw -111396.730205 + Penalty 3200.216281 = -108196.513923
  nChanged 2
		SP:Iteration 29Q (17925.750000 sec): 3 clusters
  Score: Raw -111402.537383 + Penalty 3200.216281 = -108202.321101
  nChanged 1
		SP:Iteration 30Q (17925.920000 sec): 3 clusters
  Score: Raw -111404.406144 + Penalty 3200.216281 = -108204.189863
  nChanged 1
		SP:Iteration 31Q (17926.100000 sec): 3 clusters
  Score: Raw -111408.595102 + Penalty 3200.216281 = -108208.378821
  nChanged 1
		SP:Iteration 32Q (17926.280000 sec): 3 clusters
  Score: Raw -111411.305430 + Penalty 3200.216281 = -108211.089149
  nChanged 1
		SP:Iteration 33Q (17926.450000 sec): 3 clusters
  Score: Raw -111412.732784 + Penalty 3200.216281 = -108212.516502
  nChanged 0
		SP:Iteration 34F (17926.630000 sec): 3 clusters
  Score: Raw -111412.732784 + Penalty 3200.216281 = -108212.516502
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17926.720000 sec): 2 clusters
  Score: Raw -70525.527978 + Penalty 1579.310422 = -68946.217556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17926.890000 sec): 3 clusters
  Score: Raw -70594.092428 + Penalty 3158.620844 = -67435.471583
  nChanged 159
		SP:Iteration 1F (17927.070000 sec): 3 clusters
  Score: Raw -70901.889576 + Penalty 3158.620844 = -67743.268732
  nChanged 37
		SP:Iteration 2F (17927.240000 sec): 3 clusters
  Score: Raw -70977.905296 + Penalty 3158.620844 = -67819.284451
  nChanged 14
		SP:Iteration 3Q (17927.420000 sec): 3 clusters
  Score: Raw -71010.020955 + Penalty 3158.620844 = -67851.400111
  nChanged 16
		SP:Iteration 4Q (17927.600000 sec): 3 clusters
  Score: Raw -71035.336664 + Penalty 3158.620844 = -67876.715820
  nChanged 9
		SP:Iteration 5Q (17927.770000 sec): 3 clusters
  Score: Raw -71061.197486 + Penalty 3158.620844 = -67902.576641
  nChanged 15
		SP:Iteration 6Q (17927.950000 sec): 3 clusters
  Score: Raw -71086.974113 + Penalty 3158.620844 = -67928.353269
  nChanged 12
		SP:Iteration 7Q (17928.120000 sec): 3 clusters
  Score: Raw -71106.754788 + Penalty 3158.620844 = -67948.133944
  nChanged 9
		SP:Iteration 8Q (17928.300000 sec): 3 clusters
  Score: Raw -71119.493456 + Penalty 3158.620844 = -67960.872612
  nChanged 6
		SP:Iteration 9Q (17928.480000 sec): 3 clusters
  Score: Raw -71138.076332 + Penalty 3158.620844 = -67979.455487
  nChanged 6
		SP:Iteration 10Q (17928.650000 sec): 3 clusters
  Score: Raw -71159.622491 + Penalty 3158.620844 = -68001.001646
  nChanged 10
		SP:Iteration 11Q (17928.830000 sec): 3 clusters
  Score: Raw -71179.851437 + Penalty 3158.620844 = -68021.230592
  nChanged 7
		SP:Iteration 12Q (17929.000000 sec): 3 clusters
  Score: Raw -71201.829666 + Penalty 3158.620844 = -68043.208821
  nChanged 6
		SP:Iteration 13Q (17929.180000 sec): 3 clusters
  Score: Raw -71220.838183 + Penalty 3158.620844 = -68062.217339
  nChanged 5
		SP:Iteration 14Q (17929.360000 sec): 3 clusters
  Score: Raw -71229.149259 + Penalty 3158.620844 = -68070.528415
  nChanged 2
		SP:Iteration 15Q (17929.530000 sec): 3 clusters
  Score: Raw -71232.693357 + Penalty 3158.620844 = -68074.072512
  nChanged 2
		SP:Iteration 16Q (17929.710000 sec): 3 clusters
  Score: Raw -71234.264075 + Penalty 3158.620844 = -68075.643231
  nChanged 0
		SP:Iteration 17F (17929.880000 sec): 3 clusters
  Score: Raw -71242.024911 + Penalty 3158.620844 = -68083.404066
  nChanged 2
		SP:Iteration 18Q (17930.060000 sec): 3 clusters
  Score: Raw -71267.742519 + Penalty 3158.620844 = -68109.121674
  nChanged 3
		SP:Iteration 19Q (17930.240000 sec): 3 clusters
  Score: Raw -71274.064331 + Penalty 3158.620844 = -68115.443487
  nChanged 3
		SP:Iteration 20F (17930.410000 sec): 3 clusters
  Score: Raw -71277.720196 + Penalty 3158.620844 = -68119.099351
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17930.500000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17930.680000 sec): 3 clusters
  Score: Raw -29583.735597 + Penalty 2632.900778 = -26950.834820
  nChanged 15
		SP:Iteration 1F (17930.850000 sec): 3 clusters
  Score: Raw -29700.157925 + Penalty 2632.900778 = -27067.257147
  nChanged 6
		SP:Iteration 2Q (17931.010000 sec): 3 clusters
  Score: Raw -29750.194675 + Penalty 2632.900778 = -27117.293897
  nChanged 5
		SP:Iteration 3Q (17931.170000 sec): 3 clusters
  Score: Raw -29771.745403 + Penalty 2632.900778 = -27138.844625
  nChanged 0
		SP:Iteration 4F (17931.340000 sec): 3 clusters
  Score: Raw -29771.745403 + Penalty 2632.900778 = -27138.844625
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17931.460000 sec): 2 clusters
  Score: Raw -252437.911138 + Penalty 1823.564316 = -250614.346822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17931.610000 sec): 3 clusters
  Score: Raw -251944.491120 + Penalty 3647.128633 = -248297.362487
  nChanged 500
		SP:Iteration 1F (17931.760000 sec): 3 clusters
  Score: Raw -252589.771574 + Penalty 3647.128633 = -248942.642942
  nChanged 173
		SP:Iteration 2F (17931.910000 sec): 3 clusters
  Score: Raw -252899.335247 + Penalty 3647.128633 = -249252.206614
  nChanged 99
		SP:Iteration 3F (17931.930000 sec): 3 clusters
  Score: Raw -253104.302605 + Penalty 3647.128633 = -249457.173972
  nChanged 75
		SP:Iteration 4Q (17931.970000 sec): 3 clusters
  Score: Raw -253244.192390 + Penalty 3647.128633 = -249597.063757
  nChanged 72
		SP:Iteration 5Q (17932.010000 sec): 3 clusters
  Score: Raw -253392.695315 + Penalty 3647.128633 = -249745.566683
  nChanged 78
		SP:Iteration 6Q (17932.050000 sec): 3 clusters
  Score: Raw -253582.814682 + Penalty 3647.128633 = -249935.686050
  nChanged 66
		SP:Iteration 7Q (17932.090000 sec): 3 clusters
  Score: Raw -253760.921192 + Penalty 3647.128633 = -250113.792559
  nChanged 70
		SP:Iteration 8Q (17932.130000 sec): 3 clusters
  Score: Raw -253946.714277 + Penalty 3647.128633 = -250299.585645
  nChanged 68
		SP:Iteration 9Q (17932.170000 sec): 3 clusters
  Score: Raw -254099.857056 + Penalty 3647.128633 = -250452.728424
  nChanged 39
		SP:Iteration 10Q (17932.210000 sec): 3 clusters
  Score: Raw -254156.187438 + Penalty 3647.128633 = -250509.058805
  nChanged 22
		SP:Iteration 11Q (17932.250000 sec): 3 clusters
  Score: Raw -254189.834282 + Penalty 3647.128633 = -250542.705649
  nChanged 14
		SP:Iteration 12Q (17932.290000 sec): 3 clusters
  Score: Raw -254212.468798 + Penalty 3647.128633 = -250565.340166
  nChanged 4
		SP:Iteration 13Q (17932.330000 sec): 3 clusters
  Score: Raw -254220.283591 + Penalty 3647.128633 = -250573.154959
  nChanged 4
		SP:Iteration 14Q (17932.370000 sec): 3 clusters
  Score: Raw -254222.542348 + Penalty 3647.128633 = -250575.413716
  nChanged 0
		SP:Iteration 15F (17932.410000 sec): 3 clusters
  Score: Raw -254222.542348 + Penalty 3647.128633 = -250575.413716
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17932.460000 sec): 2 clusters
  Score: Raw -163487.130539 + Penalty 1705.824964 = -161781.305575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17932.490000 sec): 3 clusters
  Score: Raw -163284.650647 + Penalty 3411.649928 = -159873.000719
  nChanged 279
		SP:Iteration 1F (17932.520000 sec): 3 clusters
  Score: Raw -163641.983252 + Penalty 3411.649928 = -160230.333324
  nChanged 70
		SP:Iteration 2F (17932.550000 sec): 3 clusters
  Score: Raw -163736.946092 + Penalty 3411.649928 = -160325.296164
  nChanged 40
		SP:Iteration 3Q (17932.590000 sec): 3 clusters
  Score: Raw -163806.245644 + Penalty 3411.649928 = -160394.595716
  nChanged 23
		SP:Iteration 4Q (17932.620000 sec): 3 clusters
  Score: Raw -163836.612560 + Penalty 3411.649928 = -160424.962631
  nChanged 17
		SP:Iteration 5Q (17932.650000 sec): 3 clusters
  Score: Raw -163867.019113 + Penalty 3411.649928 = -160455.369185
  nChanged 16
		SP:Iteration 6Q (17932.680000 sec): 3 clusters
  Score: Raw -163889.531618 + Penalty 3411.649928 = -160477.881690
  nChanged 13
		SP:Iteration 7Q (17932.710000 sec): 3 clusters
  Score: Raw -163915.858949 + Penalty 3411.649928 = -160504.209020
  nChanged 13
		SP:Iteration 8Q (17932.750000 sec): 3 clusters
  Score: Raw -163938.604659 + Penalty 3411.649928 = -160526.954731
  nChanged 13
		SP:Iteration 9Q (17932.780000 sec): 3 clusters
  Score: Raw -163958.876133 + Penalty 3411.649928 = -160547.226204
  nChanged 6
		SP:Iteration 10Q (17932.810000 sec): 3 clusters
  Score: Raw -163966.159178 + Penalty 3411.649928 = -160554.509250
  nChanged 2
		SP:Iteration 11Q (17932.840000 sec): 3 clusters
  Score: Raw -163967.312173 + Penalty 3411.649928 = -160555.662245
  nChanged 1
		SP:Iteration 12Q (17932.870000 sec): 3 clusters
  Score: Raw -163967.985788 + Penalty 3411.649928 = -160556.335859
  nChanged 0
		SP:Iteration 13F (17932.900000 sec): 3 clusters
  Score: Raw -163967.985788 + Penalty 3411.649928 = -160556.335859
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17932.940000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17932.970000 sec): 3 clusters
  Score: Raw -76328.454813 + Penalty 3063.230166 = -73265.224647
  nChanged 91
		SP:Iteration 1F (17932.990000 sec): 3 clusters
  Score: Raw -76538.446414 + Penalty 3063.230166 = -73475.216248
  nChanged 27
		SP:Iteration 2F (17933.010000 sec): 3 clusters
  Score: Raw -76617.448406 + Penalty 3063.230166 = -73554.218240
  nChanged 11
		SP:Iteration 3Q (17933.030000 sec): 3 clusters
  Score: Raw -76651.047929 + Penalty 3063.230166 = -73587.817763
  nChanged 6
		SP:Iteration 4Q (17933.060000 sec): 3 clusters
  Score: Raw -76685.736995 + Penalty 3063.230166 = -73622.506829
  nChanged 6
		SP:Iteration 5Q (17933.080000 sec): 3 clusters
  Score: Raw -76712.388455 + Penalty 3063.230166 = -73649.158289
  nChanged 3
		SP:Iteration 6Q (17933.100000 sec): 3 clusters
  Score: Raw -76718.636065 + Penalty 3063.230166 = -73655.405899
  nChanged 1
		SP:Iteration 7Q (17933.130000 sec): 3 clusters
  Score: Raw -76720.378327 + Penalty 3063.230166 = -73657.148161
  nChanged 0
		SP:Iteration 8F (17933.150000 sec): 3 clusters
  Score: Raw -76720.378327 + Penalty 3063.230166 = -73657.148161
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17933.180000 sec): 2 clusters
  Score: Raw -39235.944876 + Penalty 1381.894200 = -37854.050676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17933.190000 sec): 3 clusters
  Score: Raw -39413.728712 + Penalty 2763.788400 = -36649.940312
  nChanged 38
		SP:Iteration 1F (17933.190000 sec): 3 clusters
  Score: Raw -39567.915764 + Penalty 2763.788400 = -36804.127364
  nChanged 6
		SP:Iteration 2Q (17933.200000 sec): 3 clusters
  Score: Raw -39602.516017 + Penalty 2763.788400 = -36838.727617
  nChanged 7
		SP:Iteration 3Q (17933.210000 sec): 3 clusters
  Score: Raw -39651.500958 + Penalty 2763.788400 = -36887.712558
  nChanged 2
		SP:Iteration 4Q (17933.220000 sec): 3 clusters
  Score: Raw -39669.588491 + Penalty 2763.788400 = -36905.800091
  nChanged 1
		SP:Iteration 5Q (17933.230000 sec): 3 clusters
  Score: Raw -39674.367921 + Penalty 2763.788400 = -36910.579521
  nChanged 0
		SP:Iteration 6F (17933.230000 sec): 3 clusters
  Score: Raw -39674.367921 + Penalty 2763.788400 = -36910.579521
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17933.290000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17933.460000 sec): 3 clusters
  Score: Raw -39910.311130 + Penalty 2769.414169 = -37140.896961
  nChanged 25
		SP:Iteration 1F (17933.640000 sec): 3 clusters
  Score: Raw -39998.569152 + Penalty 2769.414169 = -37229.154983
  nChanged 7
		SP:Iteration 2Q (17933.810000 sec): 3 clusters
  Score: Raw -40025.127345 + Penalty 2769.414169 = -37255.713175
  nChanged 0
		SP:Iteration 3F (17933.990000 sec): 3 clusters
  Score: Raw -40025.127345 + Penalty 2769.414169 = -37255.713175
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17934.070000 sec): 2 clusters
  Score: Raw -396104.625132 + Penalty 1929.100277 = -394175.524855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17934.240000 sec): 3 clusters
  Score: Raw -395194.000332 + Penalty 3858.200553 = -391335.799779
  nChanged 788
		SP:Iteration 1F (17934.420000 sec): 3 clusters
  Score: Raw -395736.618357 + Penalty 3858.200553 = -391878.417804
  nChanged 194
		SP:Iteration 2F (17934.590000 sec): 3 clusters
  Score: Raw -395925.787614 + Penalty 3858.200553 = -392067.587061
  nChanged 143
		SP:Iteration 3F (17934.770000 sec): 3 clusters
  Score: Raw -396068.847232 + Penalty 3858.200553 = -392210.646679
  nChanged 134
		SP:Iteration 4F (17934.920000 sec): 3 clusters
  Score: Raw -396223.186878 + Penalty 3858.200553 = -392364.986325
  nChanged 121
		SP:Iteration 5F (17935.080000 sec): 3 clusters
  Score: Raw -396409.730121 + Penalty 3858.200553 = -392551.529568
  nChanged 126
		SP:Iteration 6F (17935.250000 sec): 3 clusters
  Score: Raw -396627.682523 + Penalty 3858.200553 = -392769.481970
  nChanged 119
		SP:Iteration 7Q (17935.430000 sec): 3 clusters
  Score: Raw -396814.040654 + Penalty 3858.200553 = -392955.840101
  nChanged 107
		SP:Iteration 8Q (17935.610000 sec): 3 clusters
  Score: Raw -396942.489031 + Penalty 3858.200553 = -393084.288478
  nChanged 81
		SP:Iteration 9Q (17935.780000 sec): 3 clusters
  Score: Raw -397026.171717 + Penalty 3858.200553 = -393167.971164
  nChanged 60
		SP:Iteration 10Q (17935.950000 sec): 3 clusters
  Score: Raw -397093.411784 + Penalty 3858.200553 = -393235.211231
  nChanged 67
		SP:Iteration 11Q (17936.110000 sec): 3 clusters
  Score: Raw -397163.649797 + Penalty 3858.200553 = -393305.449244
  nChanged 51
		SP:Iteration 12Q (17936.170000 sec): 3 clusters
  Score: Raw -397225.744873 + Penalty 3858.200553 = -393367.544320
  nChanged 49
		SP:Iteration 13Q (17936.230000 sec): 3 clusters
  Score: Raw -397273.425184 + Penalty 3858.200553 = -393415.224631
  nChanged 34
		SP:Iteration 14Q (17936.290000 sec): 3 clusters
  Score: Raw -397300.432139 + Penalty 3858.200553 = -393442.231585
  nChanged 22
		SP:Iteration 15Q (17936.340000 sec): 3 clusters
  Score: Raw -397315.513090 + Penalty 3858.200553 = -393457.312536
  nChanged 19
		SP:Iteration 16Q (17936.400000 sec): 3 clusters
  Score: Raw -397331.462341 + Penalty 3858.200553 = -393473.261788
  nChanged 15
		SP:Iteration 17Q (17936.460000 sec): 3 clusters
  Score: Raw -397340.960534 + Penalty 3858.200553 = -393482.759981
  nChanged 13
		SP:Iteration 18Q (17936.520000 sec): 3 clusters
  Score: Raw -397346.387174 + Penalty 3858.200553 = -393488.186621
  nChanged 11
		SP:Iteration 19Q (17936.580000 sec): 3 clusters
  Score: Raw -397353.469758 + Penalty 3858.200553 = -393495.269205
  nChanged 10
		SP:Iteration 20F (17936.640000 sec): 3 clusters
  Score: Raw -397358.925553 + Penalty 3858.200553 = -393500.725000
  nChanged 6
		SP:Iteration 21Q (17936.700000 sec): 3 clusters
  Score: Raw -397362.083991 + Penalty 3858.200553 = -393503.883438
  nChanged 3
		SP:Iteration 22Q (17936.750000 sec): 3 clusters
  Score: Raw -397363.089296 + Penalty 3858.200553 = -393504.888743
  nChanged 1
		SP:Iteration 23Q (17936.870000 sec): 3 clusters
  Score: Raw -397363.481244 + Penalty 3858.200553 = -393505.280691
  nChanged 2
		SP:Iteration 24Q (17936.930000 sec): 3 clusters
  Score: Raw -397364.273295 + Penalty 3858.200553 = -393506.072742
  nChanged 1
		SP:Iteration 25Q (17936.980000 sec): 3 clusters
  Score: Raw -397364.766491 + Penalty 3858.200553 = -393506.565938
  nChanged 3
		SP:Iteration 26Q (17937.040000 sec): 3 clusters
  Score: Raw -397367.200340 + Penalty 3858.200553 = -393508.999787
  nChanged 3
		SP:Iteration 27Q (17937.100000 sec): 3 clusters
  Score: Raw -397368.644585 + Penalty 3858.200553 = -393510.444032
  nChanged 4
		SP:Iteration 28Q (17937.160000 sec): 3 clusters
  Score: Raw -397370.914650 + Penalty 3858.200553 = -393512.714097
  nChanged 4
		SP:Iteration 29Q (17937.220000 sec): 3 clusters
  Score: Raw -397372.490964 + Penalty 3858.200553 = -393514.290411
  nChanged 3
		SP:Iteration 30Q (17937.280000 sec): 3 clusters
  Score: Raw -397373.602372 + Penalty 3858.200553 = -393515.401819
  nChanged 4
		SP:Iteration 31Q (17937.330000 sec): 3 clusters
  Score: Raw -397375.963660 + Penalty 3858.200553 = -393517.763107
  nChanged 3
		SP:Iteration 32Q (17937.390000 sec): 3 clusters
  Score: Raw -397377.527064 + Penalty 3858.200553 = -393519.326511
  nChanged 2
		SP:Iteration 33Q (17937.450000 sec): 3 clusters
  Score: Raw -397378.211409 + Penalty 3858.200553 = -393520.010856
  nChanged 3
		SP:Iteration 34Q (17937.500000 sec): 3 clusters
  Score: Raw -397379.989263 + Penalty 3858.200553 = -393521.788710
  nChanged 4
		SP:Iteration 35Q (17937.560000 sec): 3 clusters
  Score: Raw -397383.037041 + Penalty 3858.200553 = -393524.836488
  nChanged 1
		SP:Iteration 36Q (17937.620000 sec): 3 clusters
  Score: Raw -397383.207319 + Penalty 3858.200553 = -393525.006766
  nChanged 0
		SP:Iteration 37F (17937.680000 sec): 3 clusters
  Score: Raw -397383.207319 + Penalty 3858.200553 = -393525.006766
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17937.720000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17937.750000 sec): 3 clusters
  Score: Raw -77055.540023 + Penalty 3049.640275 = -74005.899748
  nChanged 67
		SP:Iteration 1F (17937.770000 sec): 3 clusters
  Score: Raw -77206.055113 + Penalty 3049.640275 = -74156.414838
  nChanged 22
		SP:Iteration 2Q (17937.790000 sec): 3 clusters
  Score: Raw -77260.077956 + Penalty 3049.640275 = -74210.437681
  nChanged 10
		SP:Iteration 3Q (17937.820000 sec): 3 clusters
  Score: Raw -77280.133015 + Penalty 3049.640275 = -74230.492740
  nChanged 1
		SP:Iteration 4Q (17937.840000 sec): 3 clusters
  Score: Raw -77282.348074 + Penalty 3049.640275 = -74232.707800
  nChanged 2
		SP:Iteration 5Q (17937.860000 sec): 3 clusters
  Score: Raw -77285.809663 + Penalty 3049.640275 = -74236.169388
  nChanged 1
		SP:Iteration 6Q (17937.880000 sec): 3 clusters
  Score: Raw -77287.203911 + Penalty 3049.640275 = -74237.563636
  nChanged 1
		SP:Iteration 7Q (17937.910000 sec): 3 clusters
  Score: Raw -77290.251862 + Penalty 3049.640275 = -74240.611587
  nChanged 0
		SP:Iteration 8F (17937.930000 sec): 3 clusters
  Score: Raw -77290.251862 + Penalty 3049.640275 = -74240.611587
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17938.020000 sec): 2 clusters
  Score: Raw -652359.840316 + Penalty 2036.851453 = -650322.988863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17938.200000 sec): 3 clusters
  Score: Raw -650716.725774 + Penalty 4073.702906 = -646643.022868
  nChanged 1315
		SP:Iteration 1F (17938.370000 sec): 3 clusters
  Score: Raw -651492.181052 + Penalty 4073.702906 = -647418.478146
  nChanged 286
		SP:Iteration 2F (17938.550000 sec): 3 clusters
  Score: Raw -651676.700635 + Penalty 4073.702906 = -647602.997729
  nChanged 172
		SP:Iteration 3Q (17938.720000 sec): 3 clusters
  Score: Raw -651786.697016 + Penalty 4073.702906 = -647712.994110
  nChanged 141
		SP:Iteration 4Q (17938.900000 sec): 3 clusters
  Score: Raw -651873.755119 + Penalty 4073.702906 = -647800.052213
  nChanged 124
		SP:Iteration 5Q (17939.080000 sec): 3 clusters
  Score: Raw -651951.041940 + Penalty 4073.702906 = -647877.339034
  nChanged 91
		SP:Iteration 6Q (17939.250000 sec): 3 clusters
  Score: Raw -652008.774551 + Penalty 4073.702906 = -647935.071645
  nChanged 71
		SP:Iteration 7Q (17939.430000 sec): 3 clusters
  Score: Raw -652057.315768 + Penalty 4073.702906 = -647983.612862
  nChanged 73
		SP:Iteration 8Q (17939.600000 sec): 3 clusters
  Score: Raw -652103.575017 + Penalty 4073.702906 = -648029.872111
  nChanged 68
		SP:Iteration 9Q (17939.780000 sec): 3 clusters
  Score: Raw -652144.488979 + Penalty 4073.702906 = -648070.786073
  nChanged 62
		SP:Iteration 10Q (17939.950000 sec): 3 clusters
  Score: Raw -652181.001734 + Penalty 4073.702906 = -648107.298828
  nChanged 52
		SP:Iteration 11Q (17940.130000 sec): 3 clusters
  Score: Raw -652209.066975 + Penalty 4073.702906 = -648135.364069
  nChanged 54
		SP:Iteration 12Q (17940.300000 sec): 3 clusters
  Score: Raw -652239.717148 + Penalty 4073.702906 = -648166.014242
  nChanged 51
		SP:Iteration 13Q (17940.480000 sec): 3 clusters
  Score: Raw -652264.678101 + Penalty 4073.702906 = -648190.975195
  nChanged 36
		SP:Iteration 14Q (17940.650000 sec): 3 clusters
  Score: Raw -652281.241745 + Penalty 4073.702906 = -648207.538839
  nChanged 36
		SP:Iteration 15Q (17940.830000 sec): 3 clusters
  Score: Raw -652301.058098 + Penalty 4073.702906 = -648227.355192
  nChanged 49
		SP:Iteration 16Q (17941.000000 sec): 3 clusters
  Score: Raw -652332.531663 + Penalty 4073.702906 = -648258.828757
  nChanged 53
		SP:Iteration 17Q (17941.180000 sec): 3 clusters
  Score: Raw -652363.237225 + Penalty 4073.702906 = -648289.534319
  nChanged 44
		SP:Iteration 18Q (17941.360000 sec): 3 clusters
  Score: Raw -652385.181902 + Penalty 4073.702906 = -648311.478996
  nChanged 39
		SP:Iteration 19Q (17941.530000 sec): 3 clusters
  Score: Raw -652407.526732 + Penalty 4073.702906 = -648333.823826
  nChanged 49
		SP:Iteration 20F (17941.710000 sec): 3 clusters
  Score: Raw -652436.681055 + Penalty 4073.702906 = -648362.978149
  nChanged 64
		SP:Iteration 21Q (17941.880000 sec): 3 clusters
  Score: Raw -652480.121424 + Penalty 4073.702906 = -648406.418518
  nChanged 58
		SP:Iteration 22Q (17942.060000 sec): 3 clusters
  Score: Raw -652512.618119 + Penalty 4073.702906 = -648438.915213
  nChanged 43
		SP:Iteration 23Q (17942.230000 sec): 3 clusters
  Score: Raw -652533.636286 + Penalty 4073.702906 = -648459.933380
  nChanged 39
		SP:Iteration 24Q (17942.410000 sec): 3 clusters
  Score: Raw -652555.376481 + Penalty 4073.702906 = -648481.673575
  nChanged 44
		SP:Iteration 25Q (17942.580000 sec): 3 clusters
  Score: Raw -652584.178619 + Penalty 4073.702906 = -648510.475713
  nChanged 55
		SP:Iteration 26Q (17942.760000 sec): 3 clusters
  Score: Raw -652619.338905 + Penalty 4073.702906 = -648545.635999
  nChanged 44
		SP:Iteration 27Q (17942.940000 sec): 3 clusters
  Score: Raw -652645.375307 + Penalty 4073.702906 = -648571.672401
  nChanged 46
		SP:Iteration 28Q (17943.110000 sec): 3 clusters
  Score: Raw -652670.165003 + Penalty 4073.702906 = -648596.462096
  nChanged 38
		SP:Iteration 29Q (17943.280000 sec): 3 clusters
  Score: Raw -652691.887202 + Penalty 4073.702906 = -648618.184296
  nChanged 41
		SP:Iteration 30Q (17943.460000 sec): 3 clusters
  Score: Raw -652716.009266 + Penalty 4073.702906 = -648642.306360
  nChanged 40
		SP:Iteration 31Q (17943.640000 sec): 3 clusters
  Score: Raw -652735.415999 + Penalty 4073.702906 = -648661.713093
  nChanged 33
		SP:Iteration 32Q (17943.810000 sec): 3 clusters
  Score: Raw -652752.339023 + Penalty 4073.702906 = -648678.636117
  nChanged 30
		SP:Iteration 33Q (17943.990000 sec): 3 clusters
  Score: Raw -652771.567194 + Penalty 4073.702906 = -648697.864288
  nChanged 32
		SP:Iteration 34Q (17944.160000 sec): 3 clusters
  Score: Raw -652790.152349 + Penalty 4073.702906 = -648716.449443
  nChanged 33
		SP:Iteration 35Q (17944.340000 sec): 3 clusters
  Score: Raw -652808.385086 + Penalty 4073.702906 = -648734.682180
  nChanged 25
		SP:Iteration 36Q (17944.510000 sec): 3 clusters
  Score: Raw -652819.621012 + Penalty 4073.702906 = -648745.918106
  nChanged 19
		SP:Iteration 37Q (17944.690000 sec): 3 clusters
  Score: Raw -652827.712296 + Penalty 4073.702906 = -648754.009390
  nChanged 21
		SP:Iteration 38Q (17944.860000 sec): 3 clusters
  Score: Raw -652840.250753 + Penalty 4073.702906 = -648766.547847
  nChanged 28
		SP:Iteration 39Q (17945.040000 sec): 3 clusters
  Score: Raw -652856.542340 + Penalty 4073.702906 = -648782.839434
  nChanged 31
		SP:Iteration 40F (17945.210000 sec): 3 clusters
  Score: Raw -652873.842242 + Penalty 4073.702906 = -648800.139336
  nChanged 26
		SP:Iteration 41Q (17945.390000 sec): 3 clusters
  Score: Raw -652884.862275 + Penalty 4073.702906 = -648811.159369
  nChanged 19
		SP:Iteration 42Q (17945.560000 sec): 3 clusters
  Score: Raw -652893.709140 + Penalty 4073.702906 = -648820.006234
  nChanged 23
		SP:Iteration 43Q (17945.740000 sec): 3 clusters
  Score: Raw -652905.640038 + Penalty 4073.702906 = -648831.937132
  nChanged 28
		SP:Iteration 44Q (17945.910000 sec): 3 clusters
  Score: Raw -652921.019442 + Penalty 4073.702906 = -648847.316536
  nChanged 34
		SP:Iteration 45Q (17946.070000 sec): 3 clusters
  Score: Raw -652938.403509 + Penalty 4073.702906 = -648864.700603
  nChanged 31
		SP:Iteration 46Q (17946.240000 sec): 3 clusters
  Score: Raw -652956.243276 + Penalty 4073.702906 = -648882.540370
  nChanged 39
		SP:Iteration 47Q (17946.420000 sec): 3 clusters
  Score: Raw -652976.505309 + Penalty 4073.702906 = -648902.802403
  nChanged 26
		SP:Iteration 48Q (17946.600000 sec): 3 clusters
  Score: Raw -652988.484897 + Penalty 4073.702906 = -648914.781991
  nChanged 23
		SP:Iteration 49Q (17946.770000 sec): 3 clusters
  Score: Raw -652998.230513 + Penalty 4073.702906 = -648924.527607
  nChanged 23
		SP:Iteration 50Q (17946.940000 sec): 3 clusters
  Score: Raw -653008.921916 + Penalty 4073.702906 = -648935.219010
  nChanged 18
		SP:Iteration 51Q (17947.120000 sec): 3 clusters
  Score: Raw -653016.249372 + Penalty 4073.702906 = -648942.546466
  nChanged 16
		SP:Iteration 52Q (17947.300000 sec): 3 clusters
  Score: Raw -653024.733286 + Penalty 4073.702906 = -648951.030380
  nChanged 10
		SP:Iteration 53Q (17947.470000 sec): 3 clusters
  Score: Raw -653029.594016 + Penalty 4073.702906 = -648955.891110
  nChanged 10
		SP:Iteration 54Q (17947.650000 sec): 3 clusters
  Score: Raw -653033.341828 + Penalty 4073.702906 = -648959.638922
  nChanged 5
		SP:Iteration 55Q (17947.820000 sec): 3 clusters
  Score: Raw -653035.053649 + Penalty 4073.702906 = -648961.350743
  nChanged 4
		SP:Iteration 56Q (17948.000000 sec): 3 clusters
  Score: Raw -653035.901861 + Penalty 4073.702906 = -648962.198955
  nChanged 1
		SP:Iteration 57Q (17948.180000 sec): 3 clusters
  Score: Raw -653036.470856 + Penalty 4073.702906 = -648962.767950
  nChanged 1
		SP:Iteration 58Q (17948.350000 sec): 3 clusters
  Score: Raw -653036.691542 + Penalty 4073.702906 = -648962.988636
  nChanged 0
		SP:Iteration 59F (17948.520000 sec): 3 clusters
  Score: Raw -653036.691542 + Penalty 4073.702906 = -648962.988636
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17948.600000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17948.780000 sec): 3 clusters
  Score: Raw -191902.938797 + Penalty 3495.568542 = -188407.370255
  nChanged 327
		SP:Iteration 1F (17948.950000 sec): 3 clusters
  Score: Raw -192207.997172 + Penalty 3495.568542 = -188712.428631
  nChanged 70
		SP:Iteration 2F (17949.130000 sec): 3 clusters
  Score: Raw -192305.092210 + Penalty 3495.568542 = -188809.523668
  nChanged 42
		SP:Iteration 3Q (17949.300000 sec): 3 clusters
  Score: Raw -192352.044247 + Penalty 3495.568542 = -188856.475705
  nChanged 26
		SP:Iteration 4Q (17949.480000 sec): 3 clusters
  Score: Raw -192384.690898 + Penalty 3495.568542 = -188889.122356
  nChanged 14
		SP:Iteration 5Q (17949.660000 sec): 3 clusters
  Score: Raw -192402.394669 + Penalty 3495.568542 = -188906.826128
  nChanged 9
		SP:Iteration 6Q (17949.880000 sec): 3 clusters
  Score: Raw -192414.935675 + Penalty 3495.568542 = -188919.367133
  nChanged 13
		SP:Iteration 7Q (17950.040000 sec): 3 clusters
  Score: Raw -192433.240104 + Penalty 3495.568542 = -188937.671562
  nChanged 8
		SP:Iteration 8Q (17950.210000 sec): 3 clusters
  Score: Raw -192444.739726 + Penalty 3495.568542 = -188949.171184
  nChanged 4
		SP:Iteration 9Q (17950.380000 sec): 3 clusters
  Score: Raw -192448.290838 + Penalty 3495.568542 = -188952.722296
  nChanged 1
		SP:Iteration 10Q (17950.540000 sec): 3 clusters
  Score: Raw -192449.555419 + Penalty 3495.568542 = -188953.986877
  nChanged 4
		SP:Iteration 11Q (17950.710000 sec): 3 clusters
  Score: Raw -192455.887769 + Penalty 3495.568542 = -188960.319227
  nChanged 2
		SP:Iteration 12Q (17950.870000 sec): 3 clusters
  Score: Raw -192459.765812 + Penalty 3495.568542 = -188964.197270
  nChanged 5
		SP:Iteration 13Q (17951.050000 sec): 3 clusters
  Score: Raw -192464.685879 + Penalty 3495.568542 = -188969.117337
  nChanged 2
		SP:Iteration 14Q (17951.220000 sec): 3 clusters
  Score: Raw -192466.436248 + Penalty 3495.568542 = -188970.867706
  nChanged 3
		SP:Iteration 15Q (17951.400000 sec): 3 clusters
  Score: Raw -192468.593805 + Penalty 3495.568542 = -188973.025263
  nChanged 0
		SP:Iteration 16F (17951.580000 sec): 3 clusters
  Score: Raw -192468.593805 + Penalty 3495.568542 = -188973.025263
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17951.660000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17951.840000 sec): 3 clusters
  Score: Raw -20970.386273 + Penalty 2458.090221 = -18512.296052
  nChanged 13
		SP:Iteration 1F (17952.020000 sec): 3 clusters
  Score: Raw -21039.147738 + Penalty 2458.090221 = -18581.057518
  nChanged 1
		SP:Iteration 2Q (17952.190000 sec): 3 clusters
  Score: Raw -21048.679406 + Penalty 2458.090221 = -18590.589185
  nChanged 0
		SP:Iteration 3F (17952.350000 sec): 3 clusters
  Score: Raw -21048.679406 + Penalty 2458.090221 = -18590.589185
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17952.430000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17952.590000 sec): 3 clusters
  Score: Raw -52790.304751 + Penalty 2857.977486 = -49932.327265
  nChanged 52
		SP:Iteration 1F (17952.770000 sec): 3 clusters
  Score: Raw -52930.038593 + Penalty 2857.977486 = -50072.061108
  nChanged 8
		SP:Iteration 2Q (17952.940000 sec): 3 clusters
  Score: Raw -52952.046055 + Penalty 2857.977486 = -50094.068570
  nChanged 2
		SP:Iteration 3Q (17953.120000 sec): 3 clusters
  Score: Raw -52957.656948 + Penalty 2857.977486 = -50099.679462
  nChanged 0
		SP:Iteration 4F (17953.300000 sec): 3 clusters
  Score: Raw -52957.656948 + Penalty 2857.977486 = -50099.679462
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17953.380000 sec): 2 clusters
  Score: Raw -20381.517312 + Penalty 1266.274478 = -19115.242834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17953.560000 sec): 3 clusters
  Score: Raw -20904.884395 + Penalty 2532.548955 = -18372.335440
  nChanged 26
		SP:Iteration 1F (17953.740000 sec): 3 clusters
  Score: Raw -21097.862059 + Penalty 2532.548955 = -18565.313103
  nChanged 11
		SP:Iteration 2F (17953.910000 sec): 3 clusters
  Score: Raw -21278.652485 + Penalty 2532.548955 = -18746.103530
  nChanged 10
		SP:Iteration 3F (17954.090000 sec): 3 clusters
  Score: Raw -21484.316207 + Penalty 2532.548955 = -18951.767252
  nChanged 1
		SP:Iteration 4Q (17954.260000 sec): 3 clusters
  Score: Raw -21497.766372 + Penalty 2532.548955 = -18965.217416
  nChanged 0
		SP:Iteration 5F (17954.440000 sec): 3 clusters
  Score: Raw -21497.766372 + Penalty 2532.548955 = -18965.217416
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17954.530000 sec): 2 clusters
  Score: Raw -85114.211911 + Penalty 1585.610507 = -83528.601404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17954.700000 sec): 3 clusters
  Score: Raw -85131.674751 + Penalty 3171.221014 = -81960.453737
  nChanged 122
		SP:Iteration 1F (17954.880000 sec): 3 clusters
  Score: Raw -85339.990083 + Penalty 3171.221014 = -82168.769069
  nChanged 35
		SP:Iteration 2F (17955.060000 sec): 3 clusters
  Score: Raw -85426.718258 + Penalty 3171.221014 = -82255.497245
  nChanged 31
		SP:Iteration 3F (17955.230000 sec): 3 clusters
  Score: Raw -85530.990909 + Penalty 3171.221014 = -82359.769895
  nChanged 30
		SP:Iteration 4F (17955.410000 sec): 3 clusters
  Score: Raw -85604.494563 + Penalty 3171.221014 = -82433.273549
  nChanged 30
		SP:Iteration 5F (17955.580000 sec): 3 clusters
  Score: Raw -85703.799677 + Penalty 3171.221014 = -82532.578663
  nChanged 20
		SP:Iteration 6Q (17955.600000 sec): 3 clusters
  Score: Raw -85800.361474 + Penalty 3171.221014 = -82629.140460
  nChanged 22
		SP:Iteration 7Q (17955.620000 sec): 3 clusters
  Score: Raw -85903.908158 + Penalty 3171.221014 = -82732.687144
  nChanged 20
		SP:Iteration 8Q (17955.640000 sec): 3 clusters
  Score: Raw -86018.332026 + Penalty 3171.221014 = -82847.111012
  nChanged 16
		SP:Iteration 9Q (17955.670000 sec): 3 clusters
  Score: Raw -86085.470466 + Penalty 3171.221014 = -82914.249452
  nChanged 13
		SP:Iteration 10Q (17955.690000 sec): 3 clusters
  Score: Raw -86159.113544 + Penalty 3171.221014 = -82987.892530
  nChanged 11
		SP:Iteration 11Q (17955.720000 sec): 3 clusters
  Score: Raw -86215.838819 + Penalty 3171.221014 = -83044.617805
  nChanged 6
		SP:Iteration 12Q (17955.740000 sec): 3 clusters
  Score: Raw -86246.720329 + Penalty 3171.221014 = -83075.499315
  nChanged 6
		SP:Iteration 13Q (17955.760000 sec): 3 clusters
  Score: Raw -86299.437237 + Penalty 3171.221014 = -83128.216223
  nChanged 8
		SP:Iteration 14Q (17955.790000 sec): 3 clusters
  Score: Raw -86327.702103 + Penalty 3171.221014 = -83156.481089
  nChanged 6
		SP:Iteration 15Q (17955.810000 sec): 3 clusters
  Score: Raw -86355.561356 + Penalty 3171.221014 = -83184.340342
  nChanged 3
		SP:Iteration 16Q (17955.830000 sec): 3 clusters
  Score: Raw -86367.221947 + Penalty 3171.221014 = -83196.000933
  nChanged 3
		SP:Iteration 17Q (17955.860000 sec): 3 clusters
  Score: Raw -86381.161236 + Penalty 3171.221014 = -83209.940222
  nChanged 3
		SP:Iteration 18Q (17955.880000 sec): 3 clusters
  Score: Raw -86393.615136 + Penalty 3171.221014 = -83222.394122
  nChanged 4
		SP:Iteration 19Q (17955.900000 sec): 3 clusters
  Score: Raw -86408.747508 + Penalty 3171.221014 = -83237.526494
  nChanged 4
		SP:Iteration 20F (17955.930000 sec): 3 clusters
  Score: Raw -86429.712710 + Penalty 3171.221014 = -83258.491696
  nChanged 6
		SP:Iteration 21Q (17955.950000 sec): 3 clusters
  Score: Raw -86466.277586 + Penalty 3171.221014 = -83295.056572
  nChanged 7
		SP:Iteration 22Q (17955.980000 sec): 3 clusters
  Score: Raw -86494.288867 + Penalty 3171.221014 = -83323.067853
  nChanged 6
		SP:Iteration 23Q (17956.000000 sec): 3 clusters
  Score: Raw -86517.843663 + Penalty 3171.221014 = -83346.622649
  nChanged 5
		SP:Iteration 24Q (17956.020000 sec): 3 clusters
  Score: Raw -86538.365160 + Penalty 3171.221014 = -83367.144146
  nChanged 7
		SP:Iteration 25Q (17956.040000 sec): 3 clusters
  Score: Raw -86572.033039 + Penalty 3171.221014 = -83400.812025
  nChanged 7
		SP:Iteration 26Q (17956.070000 sec): 3 clusters
  Score: Raw -86593.781753 + Penalty 3171.221014 = -83422.560739
  nChanged 2
		SP:Iteration 27Q (17956.090000 sec): 3 clusters
  Score: Raw -86608.773811 + Penalty 3171.221014 = -83437.552797
  nChanged 4
		SP:Iteration 28Q (17956.120000 sec): 3 clusters
  Score: Raw -86622.727073 + Penalty 3171.221014 = -83451.506059
  nChanged 4
		SP:Iteration 29Q (17956.140000 sec): 3 clusters
  Score: Raw -86633.762233 + Penalty 3171.221014 = -83462.541219
  nChanged 6
		SP:Iteration 30Q (17956.160000 sec): 3 clusters
  Score: Raw -86655.670134 + Penalty 3171.221014 = -83484.449120
  nChanged 5
		SP:Iteration 31Q (17956.180000 sec): 3 clusters
  Score: Raw -86682.974074 + Penalty 3171.221014 = -83511.753060
  nChanged 4
		SP:Iteration 32Q (17956.210000 sec): 3 clusters
  Score: Raw -86709.180760 + Penalty 3171.221014 = -83537.959746
  nChanged 0
		SP:Iteration 33F (17956.230000 sec): 3 clusters
  Score: Raw -86709.180760 + Penalty 3171.221014 = -83537.959746
  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 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17956.280000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17956.310000 sec): 3 clusters
  Score: Raw -95217.072296 + Penalty 3168.726457 = -92048.345839
  nChanged 132
		SP:Iteration 1F (17956.330000 sec): 3 clusters
  Score: Raw -95483.496085 + Penalty 3168.726457 = -92314.769628
  nChanged 34
		SP:Iteration 2F (17956.360000 sec): 3 clusters
  Score: Raw -95633.227649 + Penalty 3168.726457 = -92464.501192
  nChanged 38
		SP:Iteration 3F (17956.380000 sec): 3 clusters
  Score: Raw -95729.514925 + Penalty 3168.726457 = -92560.788468
  nChanged 21
		SP:Iteration 4Q (17956.400000 sec): 3 clusters
  Score: Raw -95789.356931 + Penalty 3168.726457 = -92620.630474
  nChanged 13
		SP:Iteration 5Q (17956.430000 sec): 3 clusters
  Score: Raw -95818.313211 + Penalty 3168.726457 = -92649.586754
  nChanged 9
		SP:Iteration 6Q (17956.450000 sec): 3 clusters
  Score: Raw -95839.247067 + Penalty 3168.726457 = -92670.520610
  nChanged 3
		SP:Iteration 7Q (17956.470000 sec): 3 clusters
  Score: Raw -95849.564342 + Penalty 3168.726457 = -92680.837885
  nChanged 2
		SP:Iteration 8Q (17956.500000 sec): 3 clusters
  Score: Raw -95852.392728 + Penalty 3168.726457 = -92683.666271
  nChanged 1
		SP:Iteration 9Q (17956.520000 sec): 3 clusters
  Score: Raw -95854.170683 + Penalty 3168.726457 = -92685.444226
  nChanged 0
		SP:Iteration 10F (17956.540000 sec): 3 clusters
  Score: Raw -95854.170683 + Penalty 3168.726457 = -92685.444226
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17956.580000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17956.580000 sec): 3 clusters
  Score: Raw -43742.792810 + Penalty 2787.718829 = -40955.073980
  nChanged 40
		SP:Iteration 1F (17956.590000 sec): 3 clusters
  Score: Raw -43881.749629 + Penalty 2787.718829 = -41094.030800
  nChanged 12
		SP:Iteration 2Q (17956.600000 sec): 3 clusters
  Score: Raw -43914.497113 + Penalty 2787.718829 = -41126.778284
  nChanged 3
		SP:Iteration 3Q (17956.610000 sec): 3 clusters
  Score: Raw -43920.750882 + Penalty 2787.718829 = -41133.032052
  nChanged 2
		SP:Iteration 4Q (17956.620000 sec): 3 clusters
  Score: Raw -43928.769464 + Penalty 2787.718829 = -41141.050635
  nChanged 1
		SP:Iteration 5Q (17956.620000 sec): 3 clusters
  Score: Raw -43933.036356 + Penalty 2787.718829 = -41145.317526
  nChanged 0
		SP:Iteration 6F (17956.630000 sec): 3 clusters
  Score: Raw -43933.036356 + Penalty 2787.718829 = -41145.317526
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17956.660000 sec): 2 clusters
  Score: Raw -49231.513091 + Penalty 1466.548745 = -47764.964345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17956.680000 sec): 3 clusters
  Score: Raw -49652.472127 + Penalty 2933.097491 = -46719.374636
  nChanged 100
		SP:Iteration 1F (17956.690000 sec): 3 clusters
  Score: Raw -49977.217444 + Penalty 2933.097491 = -47044.119954
  nChanged 27
		SP:Iteration 2F (17956.710000 sec): 3 clusters
  Score: Raw -50115.906483 + Penalty 2933.097491 = -47182.808992
  nChanged 12
		SP:Iteration 3Q (17956.720000 sec): 3 clusters
  Score: Raw -50148.391616 + Penalty 2933.097491 = -47215.294125
  nChanged 6
		SP:Iteration 4Q (17956.730000 sec): 3 clusters
  Score: Raw -50176.207884 + Penalty 2933.097491 = -47243.110393
  nChanged 6
		SP:Iteration 5Q (17956.740000 sec): 3 clusters
  Score: Raw -50206.921927 + Penalty 2933.097491 = -47273.824436
  nChanged 4
		SP:Iteration 6Q (17956.760000 sec): 3 clusters
  Score: Raw -50216.009944 + Penalty 2933.097491 = -47282.912453
  nChanged 2
		SP:Iteration 7Q (17956.770000 sec): 3 clusters
  Score: Raw -50237.381358 + Penalty 2933.097491 = -47304.283868
  nChanged 2
		SP:Iteration 8Q (17956.790000 sec): 3 clusters
  Score: Raw -50256.316577 + Penalty 2933.097491 = -47323.219086
  nChanged 1
		SP:Iteration 9Q (17956.800000 sec): 3 clusters
  Score: Raw -50261.298627 + Penalty 2933.097491 = -47328.201136
  nChanged 3
		SP:Iteration 10Q (17956.820000 sec): 3 clusters
  Score: Raw -50293.990568 + Penalty 2933.097491 = -47360.893077
  nChanged 3
		SP:Iteration 11Q (17956.830000 sec): 3 clusters
  Score: Raw -50302.167176 + Penalty 2933.097491 = -47369.069685
  nChanged 0
		SP:Iteration 12F (17956.850000 sec): 3 clusters
  Score: Raw -50302.167176 + Penalty 2933.097491 = -47369.069685
  nChanged 0
Deleting Class 55 (326 points): Lose 2596.903972 but Gain 3262.464713
Iteration 287F (18065.430000 sec): 60 clusters
  Score: Raw -91395088.483085 + Penalty 192485.418085 = -91202603.065000
  nChanged 333
Deleting Class 58 (447 points): Lose 3200.122150 but Gain 3262.464713
Iteration 288F (18149.160000 sec): 59 clusters
  Score: Raw -91392762.928338 + Penalty 189222.953371 = -91203539.974966
  nChanged 474
Iteration 289Q (18200.630000 sec): 59 clusters
  Score: Raw -91393938.968194 + Penalty 189222.953371 = -91204716.014822
  nChanged 40
Iteration 290Q (18253.170000 sec): 59 clusters
  Score: Raw -91393972.852194 + Penalty 189222.953371 = -91204749.898823
  nChanged 8
Iteration 291Q (18297.240000 sec): 59 clusters
  Score: Raw -91393986.587275 + Penalty 189222.953371 = -91204763.633904
  nChanged 8
Iteration 292Q (18349.380000 sec): 59 clusters
  Score: Raw -91393993.209713 + Penalty 189222.953371 = -91204770.256341
  nChanged 5
Iteration 293Q (18400.070000 sec): 59 clusters
  Score: Raw -91393999.133058 + Penalty 189222.953371 = -91204776.179686
  nChanged 2
Iteration 294Q (18451.890000 sec): 59 clusters
  Score: Raw -91394000.394272 + Penalty 189222.953371 = -91204777.440900
  nChanged 1
Iteration 295Q (18504.620000 sec): 59 clusters
  Score: Raw -91394000.397898 + Penalty 189222.953371 = -91204777.444527
  nChanged 0
Iteration 296F (18585.510000 sec): 59 clusters
  Score: Raw -91394000.397898 + Penalty 189222.953371 = -91204777.444527
  nChanged 0
Compute initial score before splitting:   Score: Raw -91394000.397898 + Penalty 189222.953371 = -91204777.444527
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18585.610000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18585.750000 sec): 3 clusters
  Score: Raw -47356.804389 + Penalty 2933.097491 = -44423.706899
  nChanged 57
		SP:Iteration 1F (18585.900000 sec): 3 clusters
  Score: Raw -47513.817090 + Penalty 2933.097491 = -44580.719599
  nChanged 18
		SP:Iteration 2Q (18586.050000 sec): 3 clusters
  Score: Raw -47570.222043 + Penalty 2933.097491 = -44637.124552
  nChanged 11
		SP:Iteration 3Q (18586.210000 sec): 3 clusters
  Score: Raw -47627.489030 + Penalty 2933.097491 = -44694.391539
  nChanged 12
		SP:Iteration 4Q (18586.370000 sec): 3 clusters
  Score: Raw -47699.619367 + Penalty 2933.097491 = -44766.521877
  nChanged 6
		SP:Iteration 5Q (18586.570000 sec): 3 clusters
  Score: Raw -47724.338328 + Penalty 2933.097491 = -44791.240837
  nChanged 4
		SP:Iteration 6Q (18586.730000 sec): 3 clusters
  Score: Raw -47735.803769 + Penalty 2933.097491 = -44802.706278
  nChanged 3
		SP:Iteration 7Q (18586.880000 sec): 3 clusters
  Score: Raw -47744.843810 + Penalty 2933.097491 = -44811.746319
  nChanged 4
		SP:Iteration 8Q (18587.040000 sec): 3 clusters
  Score: Raw -47765.301181 + Penalty 2933.097491 = -44832.203691
  nChanged 5
		SP:Iteration 9Q (18587.200000 sec): 3 clusters
  Score: Raw -47783.947451 + Penalty 2933.097491 = -44850.849960
  nChanged 2
		SP:Iteration 10Q (18587.360000 sec): 3 clusters
  Score: Raw -47786.243920 + Penalty 2933.097491 = -44853.146429
  nChanged 0
		SP:Iteration 11F (18587.530000 sec): 3 clusters
  Score: Raw -47786.243920 + Penalty 2933.097491 = -44853.146429
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18587.600000 sec): 2 clusters
  Score: Raw -77469.944767 + Penalty 1532.644130 = -75937.300637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18587.810000 sec): 3 clusters
  Score: Raw -77554.690670 + Penalty 3065.288260 = -74489.402410
  nChanged 94
		SP:Iteration 1F (18587.970000 sec): 3 clusters
  Score: Raw -77814.686668 + Penalty 3065.288260 = -74749.398407
  nChanged 45
		SP:Iteration 2F (18588.080000 sec): 3 clusters
  Score: Raw -77944.917473 + Penalty 3065.288260 = -74879.629212
  nChanged 20
		SP:Iteration 3Q (18588.260000 sec): 3 clusters
  Score: Raw -78012.710114 + Penalty 3065.288260 = -74947.421853
  nChanged 11
		SP:Iteration 4Q (18588.450000 sec): 3 clusters
  Score: Raw -78040.776120 + Penalty 3065.288260 = -74975.487860
  nChanged 9
		SP:Iteration 5Q (18588.630000 sec): 3 clusters
  Score: Raw -78070.741307 + Penalty 3065.288260 = -75005.453047
  nChanged 8
		SP:Iteration 6Q (18588.800000 sec): 3 clusters
  Score: Raw -78095.156669 + Penalty 3065.288260 = -75029.868409
  nChanged 4
		SP:Iteration 7Q (18589.010000 sec): 3 clusters
  Score: Raw -78108.211956 + Penalty 3065.288260 = -75042.923695
  nChanged 4
		SP:Iteration 8Q (18589.210000 sec): 3 clusters
  Score: Raw -78121.495085 + Penalty 3065.288260 = -75056.206825
  nChanged 1
		SP:Iteration 9Q (18589.360000 sec): 3 clusters
  Score: Raw -78125.335702 + Penalty 3065.288260 = -75060.047441
  nChanged 2
		SP:Iteration 10Q (18589.570000 sec): 3 clusters
  Score: Raw -78129.635435 + Penalty 3065.288260 = -75064.347174
  nChanged 0
		SP:Iteration 11F (18589.800000 sec): 3 clusters
  Score: Raw -78129.635435 + Penalty 3065.288260 = -75064.347174
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18589.860000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18590.090000 sec): 3 clusters
  Score: Raw -221737.390712 + Penalty 3514.607126 = -218222.783586
  nChanged 296
		SP:Iteration 1F (18590.230000 sec): 3 clusters
  Score: Raw -222056.417826 + Penalty 3514.607126 = -218541.810700
  nChanged 83
		SP:Iteration 2F (18590.360000 sec): 3 clusters
  Score: Raw -222164.435095 + Penalty 3514.607126 = -218649.827968
  nChanged 47
		SP:Iteration 3Q (18590.520000 sec): 3 clusters
  Score: Raw -222228.666073 + Penalty 3514.607126 = -218714.058946
  nChanged 38
		SP:Iteration 4Q (18590.720000 sec): 3 clusters
  Score: Raw -222266.625064 + Penalty 3514.607126 = -218752.017938
  nChanged 22
		SP:Iteration 5Q (18590.940000 sec): 3 clusters
  Score: Raw -222288.590416 + Penalty 3514.607126 = -218773.983290
  nChanged 14
		SP:Iteration 6Q (18591.140000 sec): 3 clusters
  Score: Raw -222302.637701 + Penalty 3514.607126 = -218788.030574
  nChanged 8
		SP:Iteration 7Q (18591.320000 sec): 3 clusters
  Score: Raw -222310.418127 + Penalty 3514.607126 = -218795.811001
  nChanged 6
		SP:Iteration 8Q (18591.480000 sec): 3 clusters
  Score: Raw -222316.372953 + Penalty 3514.607126 = -218801.765827
  nChanged 7
		SP:Iteration 9Q (18591.670000 sec): 3 clusters
  Score: Raw -222322.376692 + Penalty 3514.607126 = -218807.769565
  nChanged 2
		SP:Iteration 10Q (18591.860000 sec): 3 clusters
  Score: Raw -222323.515933 + Penalty 3514.607126 = -218808.908807
  nChanged 2
		SP:Iteration 11Q (18591.990000 sec): 3 clusters
  Score: Raw -222326.779927 + Penalty 3514.607126 = -218812.172800
  nChanged 2
		SP:Iteration 12Q (18592.160000 sec): 3 clusters
  Score: Raw -222327.316423 + Penalty 3514.607126 = -218812.709297
  nChanged 1
		SP:Iteration 13Q (18592.230000 sec): 3 clusters
  Score: Raw -222328.049019 + Penalty 3514.607126 = -218813.441893
  nChanged 1
		SP:Iteration 14Q (18592.370000 sec): 3 clusters
  Score: Raw -222328.774504 + Penalty 3514.607126 = -218814.167377
  nChanged 1
		SP:Iteration 15Q (18592.510000 sec): 3 clusters
  Score: Raw -222329.283780 + Penalty 3514.607126 = -218814.676654
  nChanged 0
		SP:Iteration 16F (18592.640000 sec): 3 clusters
  Score: Raw -222329.283780 + Penalty 3514.607126 = -218814.676654
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18592.740000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18592.840000 sec): 3 clusters
  Score: Raw -27120.095086 + Penalty 2547.356025 = -24572.739061
  nChanged 7
		SP:Iteration 1Q (18592.980000 sec): 3 clusters
  Score: Raw -27158.610282 + Penalty 2547.356025 = -24611.254258
  nChanged 2
		SP:Iteration 2Q (18593.070000 sec): 3 clusters
  Score: Raw -27170.685695 + Penalty 2547.356025 = -24623.329670
  nChanged 1
		SP:Iteration 3Q (18593.210000 sec): 3 clusters
  Score: Raw -27177.804223 + Penalty 2547.356025 = -24630.448199
  nChanged 1
		SP:Iteration 4Q (18593.350000 sec): 3 clusters
  Score: Raw -27184.955198 + Penalty 2547.356025 = -24637.599173
  nChanged 0
		SP:Iteration 5F (18593.450000 sec): 3 clusters
  Score: Raw -27184.955198 + Penalty 2547.356025 = -24637.599173
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18593.560000 sec): 2 clusters
  Score: Raw -907448.131546 + Penalty 2118.919402 = -905329.212144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18593.770000 sec): 3 clusters
  Score: Raw -904906.771870 + Penalty 4237.838803 = -900668.933067
  nChanged 2009
		SP:Iteration 1F (18593.960000 sec): 3 clusters
  Score: Raw -906022.367334 + Penalty 4237.838803 = -901784.528530
  nChanged 366
		SP:Iteration 2F (18594.160000 sec): 3 clusters
  Score: Raw -906224.839125 + Penalty 4237.838803 = -901987.000322
  nChanged 240
		SP:Iteration 3Q (18594.360000 sec): 3 clusters
  Score: Raw -906340.671864 + Penalty 4237.838803 = -902102.833061
  nChanged 188
		SP:Iteration 4Q (18594.540000 sec): 3 clusters
  Score: Raw -906434.524604 + Penalty 4237.838803 = -902196.685801
  nChanged 163
		SP:Iteration 5Q (18594.720000 sec): 3 clusters
  Score: Raw -906511.942089 + Penalty 4237.838803 = -902274.103286
  nChanged 143
		SP:Iteration 6Q (18594.890000 sec): 3 clusters
  Score: Raw -906578.540481 + Penalty 4237.838803 = -902340.701678
  nChanged 120
		SP:Iteration 7Q (18595.110000 sec): 3 clusters
  Score: Raw -906631.926307 + Penalty 4237.838803 = -902394.087503
  nChanged 109
		SP:Iteration 8Q (18595.300000 sec): 3 clusters
  Score: Raw -906686.239125 + Penalty 4237.838803 = -902448.400322
  nChanged 102
		SP:Iteration 9Q (18595.470000 sec): 3 clusters
  Score: Raw -906746.226666 + Penalty 4237.838803 = -902508.387863
  nChanged 115
		SP:Iteration 10Q (18595.640000 sec): 3 clusters
  Score: Raw -906833.377178 + Penalty 4237.838803 = -902595.538374
  nChanged 117
		SP:Iteration 11Q (18595.780000 sec): 3 clusters
  Score: Raw -906912.422023 + Penalty 4237.838803 = -902674.583219
  nChanged 115
		SP:Iteration 12Q (18595.920000 sec): 3 clusters
  Score: Raw -906979.470298 + Penalty 4237.838803 = -902741.631495
  nChanged 100
		SP:Iteration 13Q (18596.070000 sec): 3 clusters
  Score: Raw -907041.001447 + Penalty 4237.838803 = -902803.162644
  nChanged 92
		SP:Iteration 14Q (18596.250000 sec): 3 clusters
  Score: Raw -907097.277265 + Penalty 4237.838803 = -902859.438462
  nChanged 88
		SP:Iteration 15Q (18596.470000 sec): 3 clusters
  Score: Raw -907145.584645 + Penalty 4237.838803 = -902907.745842
  nChanged 73
		SP:Iteration 16Q (18596.670000 sec): 3 clusters
  Score: Raw -907179.545405 + Penalty 4237.838803 = -902941.706602
  nChanged 59
		SP:Iteration 17Q (18596.850000 sec): 3 clusters
  Score: Raw -907207.914818 + Penalty 4237.838803 = -902970.076014
  nChanged 63
		SP:Iteration 18Q (18597.040000 sec): 3 clusters
  Score: Raw -907239.707411 + Penalty 4237.838803 = -903001.868607
  nChanged 60
		SP:Iteration 19Q (18597.230000 sec): 3 clusters
  Score: Raw -907272.249510 + Penalty 4237.838803 = -903034.410707
  nChanged 59
		SP:Iteration 20F (18597.410000 sec): 3 clusters
  Score: Raw -907300.555421 + Penalty 4237.838803 = -903062.716618
  nChanged 54
		SP:Iteration 21Q (18597.600000 sec): 3 clusters
  Score: Raw -907323.408653 + Penalty 4237.838803 = -903085.569850
  nChanged 55
		SP:Iteration 22Q (18597.790000 sec): 3 clusters
  Score: Raw -907346.431354 + Penalty 4237.838803 = -903108.592551
  nChanged 54
		SP:Iteration 23Q (18597.970000 sec): 3 clusters
  Score: Raw -907376.089743 + Penalty 4237.838803 = -903138.250940
  nChanged 62
		SP:Iteration 24Q (18598.170000 sec): 3 clusters
  Score: Raw -907405.430748 + Penalty 4237.838803 = -903167.591944
  nChanged 69
		SP:Iteration 25Q (18598.350000 sec): 3 clusters
  Score: Raw -907433.426244 + Penalty 4237.838803 = -903195.587441
  nChanged 68
		SP:Iteration 26Q (18598.550000 sec): 3 clusters
  Score: Raw -907463.782167 + Penalty 4237.838803 = -903225.943363
  nChanged 72
		SP:Iteration 27Q (18598.770000 sec): 3 clusters
  Score: Raw -907503.322190 + Penalty 4237.838803 = -903265.483387
  nChanged 86
		SP:Iteration 28Q (18598.990000 sec): 3 clusters
  Score: Raw -907542.421405 + Penalty 4237.838803 = -903304.582601
  nChanged 77
		SP:Iteration 29Q (18599.120000 sec): 3 clusters
  Score: Raw -907581.898119 + Penalty 4237.838803 = -903344.059316
  nChanged 95
		SP:Iteration 30Q (18599.290000 sec): 3 clusters
  Score: Raw -907631.410879 + Penalty 4237.838803 = -903393.572076
  nChanged 89
		SP:Iteration 31Q (18599.510000 sec): 3 clusters
  Score: Raw -907676.947854 + Penalty 4237.838803 = -903439.109051
  nChanged 89
		SP:Iteration 32Q (18599.650000 sec): 3 clusters
  Score: Raw -907730.431094 + Penalty 4237.838803 = -903492.592291
  nChanged 102
		SP:Iteration 33Q (18599.830000 sec): 3 clusters
  Score: Raw -907781.026202 + Penalty 4237.838803 = -903543.187398
  nChanged 82
		SP:Iteration 34Q (18600.030000 sec): 3 clusters
  Score: Raw -907821.814427 + Penalty 4237.838803 = -903583.975623
  nChanged 89
		SP:Iteration 35Q (18600.200000 sec): 3 clusters
  Score: Raw -907868.814953 + Penalty 4237.838803 = -903630.976149
  nChanged 87
		SP:Iteration 36Q (18600.370000 sec): 3 clusters
  Score: Raw -907921.170905 + Penalty 4237.838803 = -903683.332102
  nChanged 90
		SP:Iteration 37Q (18600.540000 sec): 3 clusters
  Score: Raw -907976.725490 + Penalty 4237.838803 = -903738.886686
  nChanged 76
		SP:Iteration 38Q (18600.710000 sec): 3 clusters
  Score: Raw -908021.901822 + Penalty 4237.838803 = -903784.063019
  nChanged 79
		SP:Iteration 39Q (18600.940000 sec): 3 clusters
  Score: Raw -908064.959010 + Penalty 4237.838803 = -903827.120207
  nChanged 73
		SP:Iteration 40F (18601.100000 sec): 3 clusters
  Score: Raw -908099.768832 + Penalty 4237.838803 = -903861.930029
  nChanged 74
		SP:Iteration 41Q (18601.290000 sec): 3 clusters
  Score: Raw -908137.627912 + Penalty 4237.838803 = -903899.789109
  nChanged 57
		SP:Iteration 42Q (18601.440000 sec): 3 clusters
  Score: Raw -908165.289064 + Penalty 4237.838803 = -903927.450260
  nChanged 48
		SP:Iteration 43Q (18601.600000 sec): 3 clusters
  Score: Raw -908196.378035 + Penalty 4237.838803 = -903958.539232
  nChanged 52
		SP:Iteration 44Q (18601.750000 sec): 3 clusters
  Score: Raw -908231.003089 + Penalty 4237.838803 = -903993.164285
  nChanged 51
		SP:Iteration 45Q (18601.910000 sec): 3 clusters
  Score: Raw -908269.540262 + Penalty 4237.838803 = -904031.701459
  nChanged 54
		SP:Iteration 46Q (18602.070000 sec): 3 clusters
  Score: Raw -908308.152384 + Penalty 4237.838803 = -904070.313581
  nChanged 60
		SP:Iteration 47Q (18602.260000 sec): 3 clusters
  Score: Raw -908350.764157 + Penalty 4237.838803 = -904112.925354
  nChanged 64
		SP:Iteration 48Q (18602.470000 sec): 3 clusters
  Score: Raw -908396.770191 + Penalty 4237.838803 = -904158.931388
  nChanged 60
		SP:Iteration 49Q (18602.640000 sec): 3 clusters
  Score: Raw -908442.890897 + Penalty 4237.838803 = -904205.052094
  nChanged 70
		SP:Iteration 50Q (18602.810000 sec): 3 clusters
  Score: Raw -908499.404225 + Penalty 4237.838803 = -904261.565422
  nChanged 55
		SP:Iteration 51Q (18603.000000 sec): 3 clusters
  Score: Raw -908546.421403 + Penalty 4237.838803 = -904308.582600
  nChanged 45
		SP:Iteration 52Q (18603.190000 sec): 3 clusters
  Score: Raw -908590.735555 + Penalty 4237.838803 = -904352.896752
  nChanged 53
		SP:Iteration 53Q (18603.370000 sec): 3 clusters
  Score: Raw -908644.875409 + Penalty 4237.838803 = -904407.036606
  nChanged 48
		SP:Iteration 54Q (18603.520000 sec): 3 clusters
  Score: Raw -908691.402049 + Penalty 4237.838803 = -904453.563246
  nChanged 42
		SP:Iteration 55Q (18603.700000 sec): 3 clusters
  Score: Raw -908724.271183 + Penalty 4237.838803 = -904486.432380
  nChanged 29
		SP:Iteration 56Q (18603.880000 sec): 3 clusters
  Score: Raw -908748.829991 + Penalty 4237.838803 = -904510.991187
  nChanged 25
		SP:Iteration 57Q (18604.040000 sec): 3 clusters
  Score: Raw -908764.921797 + Penalty 4237.838803 = -904527.082994
  nChanged 22
		SP:Iteration 58Q (18604.210000 sec): 3 clusters
  Score: Raw -908780.743501 + Penalty 4237.838803 = -904542.904698
  nChanged 21
		SP:Iteration 59Q (18604.420000 sec): 3 clusters
  Score: Raw -908800.394585 + Penalty 4237.838803 = -904562.555781
  nChanged 23
		SP:Iteration 60F (18604.580000 sec): 3 clusters
  Score: Raw -908815.286217 + Penalty 4237.838803 = -904577.447414
  nChanged 16
		SP:Iteration 61Q (18604.790000 sec): 3 clusters
  Score: Raw -908826.353533 + Penalty 4237.838803 = -904588.514730
  nChanged 8
		SP:Iteration 62Q (18604.980000 sec): 3 clusters
  Score: Raw -908830.595582 + Penalty 4237.838803 = -904592.756779
  nChanged 7
		SP:Iteration 63Q (18605.150000 sec): 3 clusters
  Score: Raw -908835.333434 + Penalty 4237.838803 = -904597.494631
  nChanged 8
		SP:Iteration 64Q (18605.340000 sec): 3 clusters
  Score: Raw -908840.529447 + Penalty 4237.838803 = -904602.690643
  nChanged 6
		SP:Iteration 65Q (18605.530000 sec): 3 clusters
  Score: Raw -908844.109594 + Penalty 4237.838803 = -904606.270790
  nChanged 3
		SP:Iteration 66Q (18605.720000 sec): 3 clusters
  Score: Raw -908845.700417 + Penalty 4237.838803 = -904607.861614
  nChanged 2
		SP:Iteration 67Q (18605.910000 sec): 3 clusters
  Score: Raw -908846.556764 + Penalty 4237.838803 = -904608.717961
  nChanged 1
		SP:Iteration 68Q (18606.080000 sec): 3 clusters
  Score: Raw -908846.803279 + Penalty 4237.838803 = -904608.964476
  nChanged 1
		SP:Iteration 69Q (18606.300000 sec): 3 clusters
  Score: Raw -908847.503998 + Penalty 4237.838803 = -904609.665195
  nChanged 3
		SP:Iteration 70Q (18606.460000 sec): 3 clusters
  Score: Raw -908848.361163 + Penalty 4237.838803 = -904610.522359
  nChanged 1
		SP:Iteration 71Q (18606.650000 sec): 3 clusters
  Score: Raw -908848.688722 + Penalty 4237.838803 = -904610.849919
  nChanged 0
		SP:Iteration 72F (18606.860000 sec): 3 clusters
  Score: Raw -908848.688722 + Penalty 4237.838803 = -904610.849919
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18606.930000 sec): 2 clusters
  Score: Raw -60356.609940 + Penalty 1499.748300 = -58856.861640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18607.060000 sec): 3 clusters
  Score: Raw -60563.370402 + Penalty 2999.496601 = -57563.873801
  nChanged 81
		SP:Iteration 1F (18607.210000 sec): 3 clusters
  Score: Raw -60816.701501 + Penalty 2999.496601 = -57817.204900
  nChanged 48
		SP:Iteration 2F (18607.350000 sec): 3 clusters
  Score: Raw -61087.435784 + Penalty 2999.496601 = -58087.939183
  nChanged 32
		SP:Iteration 3F (18607.500000 sec): 3 clusters
  Score: Raw -61274.206974 + Penalty 2999.496601 = -58274.710374
  nChanged 11
		SP:Iteration 4Q (18607.640000 sec): 3 clusters
  Score: Raw -61365.564398 + Penalty 2999.496601 = -58366.067798
  nChanged 13
		SP:Iteration 5Q (18607.800000 sec): 3 clusters
  Score: Raw -61530.952925 + Penalty 2999.496601 = -58531.456325
  nChanged 12
		SP:Iteration 6Q (18607.950000 sec): 3 clusters
  Score: Raw -61665.212114 + Penalty 2999.496601 = -58665.715513
  nChanged 6
		SP:Iteration 7Q (18608.080000 sec): 3 clusters
  Score: Raw -61721.283301 + Penalty 2999.496601 = -58721.786701
  nChanged 3
		SP:Iteration 8Q (18608.200000 sec): 3 clusters
  Score: Raw -61745.173902 + Penalty 2999.496601 = -58745.677301
  nChanged 2
		SP:Iteration 9Q (18608.330000 sec): 3 clusters
  Score: Raw -61755.295069 + Penalty 2999.496601 = -58755.798468
  nChanged 2
		SP:Iteration 10Q (18608.490000 sec): 3 clusters
  Score: Raw -61768.075076 + Penalty 2999.496601 = -58768.578475
  nChanged 2
		SP:Iteration 11Q (18608.650000 sec): 3 clusters
  Score: Raw -61779.303620 + Penalty 2999.496601 = -58779.807019
  nChanged 0
		SP:Iteration 12F (18608.810000 sec): 3 clusters
  Score: Raw -61779.303620 + Penalty 2999.496601 = -58779.807019
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18608.910000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18609.050000 sec): 3 clusters
  Score: Raw -280285.470775 + Penalty 3634.904927 = -276650.565848
  nChanged 430
		SP:Iteration 1F (18609.230000 sec): 3 clusters
  Score: Raw -280630.324573 + Penalty 3634.904927 = -276995.419646
  nChanged 104
		SP:Iteration 2F (18609.380000 sec): 3 clusters
  Score: Raw -280731.669226 + Penalty 3634.904927 = -277096.764299
  nChanged 57
		SP:Iteration 3Q (18609.540000 sec): 3 clusters
  Score: Raw -280794.703461 + Penalty 3634.904927 = -277159.798534
  nChanged 40
		SP:Iteration 4Q (18609.700000 sec): 3 clusters
  Score: Raw -280832.394806 + Penalty 3634.904927 = -277197.489879
  nChanged 21
		SP:Iteration 5Q (18609.880000 sec): 3 clusters
  Score: Raw -280847.221639 + Penalty 3634.904927 = -277212.316712
  nChanged 14
		SP:Iteration 6Q (18610.070000 sec): 3 clusters
  Score: Raw -280856.155388 + Penalty 3634.904927 = -277221.250461
  nChanged 5
		SP:Iteration 7Q (18610.250000 sec): 3 clusters
  Score: Raw -280861.777786 + Penalty 3634.904927 = -277226.872859
  nChanged 6
		SP:Iteration 8Q (18610.380000 sec): 3 clusters
  Score: Raw -280867.093760 + Penalty 3634.904927 = -277232.188833
  nChanged 2
		SP:Iteration 9Q (18610.500000 sec): 3 clusters
  Score: Raw -280868.175627 + Penalty 3634.904927 = -277233.270700
  nChanged 4
		SP:Iteration 10Q (18610.670000 sec): 3 clusters
  Score: Raw -280870.570694 + Penalty 3634.904927 = -277235.665767
  nChanged 5
		SP:Iteration 11Q (18610.860000 sec): 3 clusters
  Score: Raw -280874.845606 + Penalty 3634.904927 = -277239.940679
  nChanged 4
		SP:Iteration 12Q (18610.990000 sec): 3 clusters
  Score: Raw -280878.452175 + Penalty 3634.904927 = -277243.547248
  nChanged 8
		SP:Iteration 13Q (18611.150000 sec): 3 clusters
  Score: Raw -280884.167493 + Penalty 3634.904927 = -277249.262566
  nChanged 2
		SP:Iteration 14Q (18611.330000 sec): 3 clusters
  Score: Raw -280884.973906 + Penalty 3634.904927 = -277250.068979
  nChanged 1
		SP:Iteration 15Q (18611.440000 sec): 3 clusters
  Score: Raw -280886.684597 + Penalty 3634.904927 = -277251.779670
  nChanged 6
		SP:Iteration 16Q (18611.640000 sec): 3 clusters
  Score: Raw -280890.007356 + Penalty 3634.904927 = -277255.102429
  nChanged 1
		SP:Iteration 17Q (18611.820000 sec): 3 clusters
  Score: Raw -280891.257771 + Penalty 3634.904927 = -277256.352844
  nChanged 3
		SP:Iteration 18Q (18611.970000 sec): 3 clusters
  Score: Raw -280893.111569 + Penalty 3634.904927 = -277258.206642
  nChanged 0
		SP:Iteration 19F (18612.100000 sec): 3 clusters
  Score: Raw -280893.111569 + Penalty 3634.904927 = -277258.206642
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18612.210000 sec): 2 clusters
  Score: Raw -27791.757628 + Penalty 1373.258898 = -26418.498730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18612.390000 sec): 3 clusters
  Score: Raw -28002.808048 + Penalty 2746.517796 = -25256.290252
  nChanged 38
		SP:Iteration 1F (18612.550000 sec): 3 clusters
  Score: Raw -28139.579070 + Penalty 2746.517796 = -25393.061273
  nChanged 7
		SP:Iteration 2Q (18612.700000 sec): 3 clusters
  Score: Raw -28163.756922 + Penalty 2746.517796 = -25417.239126
  nChanged 4
		SP:Iteration 3Q (18612.920000 sec): 3 clusters
  Score: Raw -28186.496972 + Penalty 2746.517796 = -25439.979176
  nChanged 5
		SP:Iteration 4Q (18613.090000 sec): 3 clusters
  Score: Raw -28217.096066 + Penalty 2746.517796 = -25470.578269
  nChanged 4
		SP:Iteration 5Q (18613.270000 sec): 3 clusters
  Score: Raw -28232.519558 + Penalty 2746.517796 = -25486.001761
  nChanged 0
		SP:Iteration 6F (18613.440000 sec): 3 clusters
  Score: Raw -28232.519558 + Penalty 2746.517796 = -25486.001761
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18613.530000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18613.690000 sec): 3 clusters
  Score: Raw -218647.418357 + Penalty 3502.847050 = -215144.571308
  nChanged 341
		SP:Iteration 1F (18613.860000 sec): 3 clusters
  Score: Raw -219085.260021 + Penalty 3502.847050 = -215582.412972
  nChanged 97
		SP:Iteration 2F (18614.030000 sec): 3 clusters
  Score: Raw -219269.035516 + Penalty 3502.847050 = -215766.188467
  nChanged 73
		SP:Iteration 3F (18614.200000 sec): 3 clusters
  Score: Raw -219429.260054 + Penalty 3502.847050 = -215926.413004
  nChanged 73
		SP:Iteration 4F (18614.380000 sec): 3 clusters
  Score: Raw -219584.058139 + Penalty 3502.847050 = -216081.211089
  nChanged 57
		SP:Iteration 5Q (18614.570000 sec): 3 clusters
  Score: Raw -219671.068778 + Penalty 3502.847050 = -216168.221728
  nChanged 23
		SP:Iteration 6Q (18614.760000 sec): 3 clusters
  Score: Raw -219708.382006 + Penalty 3502.847050 = -216205.534957
  nChanged 16
		SP:Iteration 7Q (18614.990000 sec): 3 clusters
  Score: Raw -219730.446354 + Penalty 3502.847050 = -216227.599304
  nChanged 8
		SP:Iteration 8Q (18615.190000 sec): 3 clusters
  Score: Raw -219745.300534 + Penalty 3502.847050 = -216242.453484
  nChanged 12
		SP:Iteration 9Q (18615.380000 sec): 3 clusters
  Score: Raw -219769.477647 + Penalty 3502.847050 = -216266.630597
  nChanged 8
		SP:Iteration 10Q (18615.540000 sec): 3 clusters
  Score: Raw -219780.973525 + Penalty 3502.847050 = -216278.126475
  nChanged 11
		SP:Iteration 11Q (18615.720000 sec): 3 clusters
  Score: Raw -219801.302116 + Penalty 3502.847050 = -216298.455067
  nChanged 10
		SP:Iteration 12Q (18615.900000 sec): 3 clusters
  Score: Raw -219815.590180 + Penalty 3502.847050 = -216312.743131
  nChanged 4
		SP:Iteration 13Q (18616.010000 sec): 3 clusters
  Score: Raw -219821.886721 + Penalty 3502.847050 = -216319.039671
  nChanged 3
		SP:Iteration 14Q (18616.200000 sec): 3 clusters
  Score: Raw -219826.439162 + Penalty 3502.847050 = -216323.592113
  nChanged 3
		SP:Iteration 15Q (18616.340000 sec): 3 clusters
  Score: Raw -219830.226039 + Penalty 3502.847050 = -216327.378989
  nChanged 1
		SP:Iteration 16Q (18616.470000 sec): 3 clusters
  Score: Raw -219831.576814 + Penalty 3502.847050 = -216328.729764
  nChanged 1
		SP:Iteration 17Q (18616.590000 sec): 3 clusters
  Score: Raw -219831.927481 + Penalty 3502.847050 = -216329.080432
  nChanged 0
		SP:Iteration 18F (18616.730000 sec): 3 clusters
  Score: Raw -219831.927481 + Penalty 3502.847050 = -216329.080432
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18616.850000 sec): 2 clusters
  Score: Raw -37306.611106 + Penalty 1342.088221 = -35964.522885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18617.040000 sec): 3 clusters
  Score: Raw -37461.869545 + Penalty 2684.176442 = -34777.693104
  nChanged 15
		SP:Iteration 1F (18617.230000 sec): 3 clusters
  Score: Raw -37520.966696 + Penalty 2684.176442 = -34836.790254
  nChanged 5
		SP:Iteration 2Q (18617.440000 sec): 3 clusters
  Score: Raw -37544.945078 + Penalty 2684.176442 = -34860.768636
  nChanged 1
		SP:Iteration 3Q (18617.600000 sec): 3 clusters
  Score: Raw -37551.948960 + Penalty 2684.176442 = -34867.772518
  nChanged 0
		SP:Iteration 4F (18617.780000 sec): 3 clusters
  Score: Raw -37551.948960 + Penalty 2684.176442 = -34867.772518
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18617.850000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18618.030000 sec): 3 clusters
  Score: Raw -35276.080822 + Penalty 2681.957199 = -32594.123623
  nChanged 19
		SP:Iteration 1F (18618.210000 sec): 3 clusters
  Score: Raw -35392.240508 + Penalty 2681.957199 = -32710.283309
  nChanged 4
		SP:Iteration 2Q (18618.360000 sec): 3 clusters
  Score: Raw -35406.817062 + Penalty 2681.957199 = -32724.859863
  nChanged 1
		SP:Iteration 3Q (18618.530000 sec): 3 clusters
  Score: Raw -35420.690272 + Penalty 2681.957199 = -32738.733073
  nChanged 4
		SP:Iteration 4Q (18618.640000 sec): 3 clusters
  Score: Raw -35476.714420 + Penalty 2681.957199 = -32794.757221
  nChanged 4
		SP:Iteration 5Q (18618.810000 sec): 3 clusters
  Score: Raw -35620.110256 + Penalty 2681.957199 = -32938.153057
  nChanged 3
		SP:Iteration 6Q (18618.970000 sec): 3 clusters
  Score: Raw -35637.473306 + Penalty 2681.957199 = -32955.516107
  nChanged 2
		SP:Iteration 7Q (18619.130000 sec): 3 clusters
  Score: Raw -35645.997202 + Penalty 2681.957199 = -32964.040004
  nChanged 1
		SP:Iteration 8Q (18619.290000 sec): 3 clusters
  Score: Raw -35648.374048 + Penalty 2681.957199 = -32966.416849
  nChanged 0
		SP:Iteration 9F (18619.450000 sec): 3 clusters
  Score: Raw -35648.374048 + Penalty 2681.957199 = -32966.416849
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18619.530000 sec): 2 clusters
  Score: Raw -49732.065862 + Penalty 1446.306854 = -48285.759008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18619.690000 sec): 3 clusters
  Score: Raw -49994.480991 + Penalty 2892.613709 = -47101.867283
  nChanged 83
		SP:Iteration 1F (18619.850000 sec): 3 clusters
  Score: Raw -50259.457651 + Penalty 2892.613709 = -47366.843942
  nChanged 22
		SP:Iteration 2F (18620.010000 sec): 3 clusters
  Score: Raw -50332.413984 + Penalty 2892.613709 = -47439.800276
  nChanged 9
		SP:Iteration 3Q (18620.170000 sec): 3 clusters
  Score: Raw -50369.462996 + Penalty 2892.613709 = -47476.849287
  nChanged 7
		SP:Iteration 4Q (18620.360000 sec): 3 clusters
  Score: Raw -50404.223094 + Penalty 2892.613709 = -47511.609386
  nChanged 7
		SP:Iteration 5Q (18620.540000 sec): 3 clusters
  Score: Raw -50432.510845 + Penalty 2892.613709 = -47539.897136
  nChanged 9
		SP:Iteration 6Q (18620.750000 sec): 3 clusters
  Score: Raw -50481.314796 + Penalty 2892.613709 = -47588.701088
  nChanged 8
		SP:Iteration 7Q (18620.880000 sec): 3 clusters
  Score: Raw -50557.184748 + Penalty 2892.613709 = -47664.571039
  nChanged 8
		SP:Iteration 8Q (18621.020000 sec): 3 clusters
  Score: Raw -50598.545091 + Penalty 2892.613709 = -47705.931382
  nChanged 4
		SP:Iteration 9Q (18621.150000 sec): 3 clusters
  Score: Raw -50618.429943 + Penalty 2892.613709 = -47725.816234
  nChanged 3
		SP:Iteration 10Q (18621.340000 sec): 3 clusters
  Score: Raw -50628.442722 + Penalty 2892.613709 = -47735.829013
  nChanged 2
		SP:Iteration 11Q (18621.460000 sec): 3 clusters
  Score: Raw -50631.786262 + Penalty 2892.613709 = -47739.172553
  nChanged 0
		SP:Iteration 12F (18621.580000 sec): 3 clusters
  Score: Raw -50631.786262 + Penalty 2892.613709 = -47739.172553
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18621.770000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18622.070000 sec): 3 clusters
  Score: Raw -2507059.169793 + Penalty 4719.526554 = -2502339.643240
  nChanged 5822
		SP:Iteration 1F (18622.370000 sec): 3 clusters
  Score: Raw -2510133.433071 + Penalty 4719.526554 = -2505413.906517
  nChanged 732
		SP:Iteration 2F (18622.680000 sec): 3 clusters
  Score: Raw -2510399.427469 + Penalty 4719.526554 = -2505679.900915
  nChanged 554
		SP:Iteration 3Q (18622.920000 sec): 3 clusters
  Score: Raw -2510574.166870 + Penalty 4719.526554 = -2505854.640317
  nChanged 442
		SP:Iteration 4Q (18623.270000 sec): 3 clusters
  Score: Raw -2510699.374207 + Penalty 4719.526554 = -2505979.847653
  nChanged 348
		SP:Iteration 5Q (18623.530000 sec): 3 clusters
  Score: Raw -2510791.233432 + Penalty 4719.526554 = -2506071.706878
  nChanged 322
		SP:Iteration 6Q (18623.810000 sec): 3 clusters
  Score: Raw -2510870.590960 + Penalty 4719.526554 = -2506151.064407
  nChanged 258
		SP:Iteration 7Q (18624.120000 sec): 3 clusters
  Score: Raw -2510937.722604 + Penalty 4719.526554 = -2506218.196051
  nChanged 220
		SP:Iteration 8Q (18624.420000 sec): 3 clusters
  Score: Raw -2510994.599676 + Penalty 4719.526554 = -2506275.073122
  nChanged 251
		SP:Iteration 9Q (18624.680000 sec): 3 clusters
  Score: Raw -2511058.559062 + Penalty 4719.526554 = -2506339.032508
  nChanged 233
		SP:Iteration 10Q (18624.920000 sec): 3 clusters
  Score: Raw -2511112.290480 + Penalty 4719.526554 = -2506392.763927
  nChanged 187
		SP:Iteration 11Q (18625.200000 sec): 3 clusters
  Score: Raw -2511162.917679 + Penalty 4719.526554 = -2506443.391125
  nChanged 201
		SP:Iteration 12Q (18625.520000 sec): 3 clusters
  Score: Raw -2511217.650954 + Penalty 4719.526554 = -2506498.124401
  nChanged 212
		SP:Iteration 13Q (18625.760000 sec): 3 clusters
  Score: Raw -2511281.628191 + Penalty 4719.526554 = -2506562.101638
  nChanged 247
		SP:Iteration 14Q (18626.080000 sec): 3 clusters
  Score: Raw -2511368.410903 + Penalty 4719.526554 = -2506648.884349
  nChanged 289
		SP:Iteration 15Q (18626.390000 sec): 3 clusters
  Score: Raw -2511479.255174 + Penalty 4719.526554 = -2506759.728620
  nChanged 327
		SP:Iteration 16Q (18626.630000 sec): 3 clusters
  Score: Raw -2511623.156546 + Penalty 4719.526554 = -2506903.629993
  nChanged 378
		SP:Iteration 17Q (18626.870000 sec): 3 clusters
  Score: Raw -2511796.591976 + Penalty 4719.526554 = -2507077.065422
  nChanged 422
		SP:Iteration 18Q (18627.120000 sec): 3 clusters
  Score: Raw -2512006.929572 + Penalty 4719.526554 = -2507287.403019
  nChanged 479
		SP:Iteration 19Q (18627.390000 sec): 3 clusters
  Score: Raw -2512275.123672 + Penalty 4719.526554 = -2507555.597118
  nChanged 540
		SP:Iteration 20F (18627.690000 sec): 3 clusters
  Score: Raw -2512608.311181 + Penalty 4719.526554 = -2507888.784627
  nChanged 555
		SP:Iteration 21Q (18627.910000 sec): 3 clusters
  Score: Raw -2512978.680515 + Penalty 4719.526554 = -2508259.153962
  nChanged 532
		SP:Iteration 22Q (18628.190000 sec): 3 clusters
  Score: Raw -2513359.242219 + Penalty 4719.526554 = -2508639.715666
  nChanged 485
		SP:Iteration 23Q (18628.470000 sec): 3 clusters
  Score: Raw -2513744.572052 + Penalty 4719.526554 = -2509025.045499
  nChanged 426
		SP:Iteration 24Q (18628.690000 sec): 3 clusters
  Score: Raw -2514063.649505 + Penalty 4719.526554 = -2509344.122952
  nChanged 340
		SP:Iteration 25Q (18628.920000 sec): 3 clusters
  Score: Raw -2514332.247840 + Penalty 4719.526554 = -2509612.721286
  nChanged 269
		SP:Iteration 26Q (18629.210000 sec): 3 clusters
  Score: Raw -2514547.656446 + Penalty 4719.526554 = -2509828.129892
  nChanged 204
		SP:Iteration 27Q (18629.460000 sec): 3 clusters
  Score: Raw -2514684.183712 + Penalty 4719.526554 = -2509964.657159
  nChanged 147
		SP:Iteration 28Q (18629.720000 sec): 3 clusters
  Score: Raw -2514782.635076 + Penalty 4719.526554 = -2510063.108522
  nChanged 133
		SP:Iteration 29Q (18629.950000 sec): 3 clusters
  Score: Raw -2514865.798664 + Penalty 4719.526554 = -2510146.272111
  nChanged 108
		SP:Iteration 30Q (18630.250000 sec): 3 clusters
  Score: Raw -2514936.387029 + Penalty 4719.526554 = -2510216.860475
  nChanged 80
		SP:Iteration 31Q (18630.510000 sec): 3 clusters
  Score: Raw -2514981.616854 + Penalty 4719.526554 = -2510262.090301
  nChanged 59
		SP:Iteration 32Q (18630.700000 sec): 3 clusters
  Score: Raw -2515009.572405 + Penalty 4719.526554 = -2510290.045851
  nChanged 47
		SP:Iteration 33Q (18630.960000 sec): 3 clusters
  Score: Raw -2515032.615042 + Penalty 4719.526554 = -2510313.088488
  nChanged 37
		SP:Iteration 34Q (18631.290000 sec): 3 clusters
  Score: Raw -2515051.754204 + Penalty 4719.526554 = -2510332.227650
  nChanged 36
		SP:Iteration 35Q (18631.560000 sec): 3 clusters
  Score: Raw -2515067.324930 + Penalty 4719.526554 = -2510347.798376
  nChanged 21
		SP:Iteration 36Q (18631.780000 sec): 3 clusters
  Score: Raw -2515075.623192 + Penalty 4719.526554 = -2510356.096638
  nChanged 22
		SP:Iteration 37Q (18632.080000 sec): 3 clusters
  Score: Raw -2515082.625258 + Penalty 4719.526554 = -2510363.098704
  nChanged 12
		SP:Iteration 38Q (18632.320000 sec): 3 clusters
  Score: Raw -2515088.172424 + Penalty 4719.526554 = -2510368.645870
  nChanged 16
		SP:Iteration 39Q (18632.630000 sec): 3 clusters
  Score: Raw -2515095.049862 + Penalty 4719.526554 = -2510375.523309
  nChanged 18
		SP:Iteration 40F (18632.880000 sec): 3 clusters
  Score: Raw -2515101.083894 + Penalty 4719.526554 = -2510381.557341
  nChanged 8
		SP:Iteration 41Q (18633.140000 sec): 3 clusters
  Score: Raw -2515103.848623 + Penalty 4719.526554 = -2510384.322069
  nChanged 5
		SP:Iteration 42Q (18633.420000 sec): 3 clusters
  Score: Raw -2515105.163150 + Penalty 4719.526554 = -2510385.636597
  nChanged 4
		SP:Iteration 43Q (18633.660000 sec): 3 clusters
  Score: Raw -2515106.110202 + Penalty 4719.526554 = -2510386.583648
  nChanged 3
		SP:Iteration 44Q (18633.920000 sec): 3 clusters
  Score: Raw -2515107.210837 + Penalty 4719.526554 = -2510387.684284
  nChanged 2
		SP:Iteration 45Q (18634.130000 sec): 3 clusters
  Score: Raw -2515107.697082 + Penalty 4719.526554 = -2510388.170528
  nChanged 2
		SP:Iteration 46Q (18634.380000 sec): 3 clusters
  Score: Raw -2515108.844137 + Penalty 4719.526554 = -2510389.317583
  nChanged 2
		SP:Iteration 47Q (18634.680000 sec): 3 clusters
  Score: Raw -2515109.325800 + Penalty 4719.526554 = -2510389.799247
  nChanged 1
		SP:Iteration 48Q (18634.960000 sec): 3 clusters
  Score: Raw -2515109.752212 + Penalty 4719.526554 = -2510390.225659
  nChanged 1
		SP:Iteration 49Q (18635.230000 sec): 3 clusters
  Score: Raw -2515109.897710 + Penalty 4719.526554 = -2510390.371156
  nChanged 0
		SP:Iteration 50F (18635.480000 sec): 3 clusters
  Score: Raw -2515109.897710 + Penalty 4719.526554 = -2510390.371156
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18636.730000 sec): 2 clusters
  Score: Raw -37626460.526200 + Penalty 3039.519911 = -37623421.006289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18638.340000 sec): 3 clusters
  Score: Raw -37488621.348971 + Penalty 6079.039823 = -37482542.309149
  nChanged 101041
		SP:Iteration 1F (18639.970000 sec): 3 clusters
  Score: Raw -37547626.667076 + Penalty 6079.039823 = -37541547.627253
  nChanged 6137
		SP:Iteration 2Q (18641.620000 sec): 3 clusters
  Score: Raw -37549058.629575 + Penalty 6079.039823 = -37542979.589753
  nChanged 7365
		SP:Iteration 3Q (18643.490000 sec): 3 clusters
  Score: Raw -37551241.028550 + Penalty 6079.039823 = -37545161.988727
  nChanged 9225
		SP:Iteration 4Q (18645.250000 sec): 3 clusters
  Score: Raw -37554835.850698 + Penalty 6079.039823 = -37548756.810875
  nChanged 11677
		SP:Iteration 5F (18646.750000 sec): 3 clusters
  Score: Raw -37560631.245202 + Penalty 6079.039823 = -37554552.205379
  nChanged 13952
		SP:Iteration 6F (18648.190000 sec): 3 clusters
  Score: Raw -37569055.992072 + Penalty 6079.039823 = -37562976.952249
  nChanged 15322
		SP:Iteration 7F (18649.800000 sec): 3 clusters
  Score: Raw -37579846.431457 + Penalty 6079.039823 = -37573767.391634
  nChanged 14993
		SP:Iteration 8F (18651.390000 sec): 3 clusters
  Score: Raw -37591631.237453 + Penalty 6079.039823 = -37585552.197630
  nChanged 13413
		SP:Iteration 9F (18652.920000 sec): 3 clusters
  Score: Raw -37603152.538596 + Penalty 6079.039823 = -37597073.498773
  nChanged 10732
		SP:Iteration 10F (18654.450000 sec): 3 clusters
  Score: Raw -37612688.252411 + Penalty 6079.039823 = -37606609.212588
  nChanged 7420
		SP:Iteration 11Q (18655.950000 sec): 3 clusters
  Score: Raw -37619353.956048 + Penalty 6079.039823 = -37613274.916226
  nChanged 4528
		SP:Iteration 12Q (18657.540000 sec): 3 clusters
  Score: Raw -37623402.552537 + Penalty 6079.039823 = -37617323.512715
  nChanged 2277
		SP:Iteration 13Q (18658.860000 sec): 3 clusters
  Score: Raw -37625364.587439 + Penalty 6079.039823 = -37619285.547617
  nChanged 905
		SP:Iteration 14Q (18660.300000 sec): 3 clusters
  Score: Raw -37626136.963194 + Penalty 6079.039823 = -37620057.923371
  nChanged 355
		SP:Iteration 15Q (18661.680000 sec): 3 clusters
  Score: Raw -37626467.593317 + Penalty 6079.039823 = -37620388.553494
  nChanged 147
		SP:Iteration 16Q (18663.160000 sec): 3 clusters
  Score: Raw -37626601.434220 + Penalty 6079.039823 = -37620522.394397
  nChanged 62
		SP:Iteration 17Q (18664.470000 sec): 3 clusters
  Score: Raw -37626661.604382 + Penalty 6079.039823 = -37620582.564560
  nChanged 37
		SP:Iteration 18Q (18665.750000 sec): 3 clusters
  Score: Raw -37626707.484643 + Penalty 6079.039823 = -37620628.444820
  nChanged 32
		SP:Iteration 19Q (18667.070000 sec): 3 clusters
  Score: Raw -37626743.196783 + Penalty 6079.039823 = -37620664.156960
  nChanged 29
		SP:Iteration 20F (18668.630000 sec): 3 clusters
  Score: Raw -37626777.655537 + Penalty 6079.039823 = -37620698.615715
  nChanged 24
		SP:Iteration 21Q (18669.990000 sec): 3 clusters
  Score: Raw -37626809.503373 + Penalty 6079.039823 = -37620730.463550
  nChanged 17
		SP:Iteration 22Q (18671.430000 sec): 3 clusters
  Score: Raw -37626829.555907 + Penalty 6079.039823 = -37620750.516084
  nChanged 6
		SP:Iteration 23Q (18672.900000 sec): 3 clusters
  Score: Raw -37626834.619642 + Penalty 6079.039823 = -37620755.579819
  nChanged 5
		SP:Iteration 24Q (18674.420000 sec): 3 clusters
  Score: Raw -37626839.102260 + Penalty 6079.039823 = -37620760.062437
  nChanged 7
		SP:Iteration 25Q (18675.830000 sec): 3 clusters
  Score: Raw -37626851.421901 + Penalty 6079.039823 = -37620772.382078
  nChanged 10
		SP:Iteration 26Q (18677.180000 sec): 3 clusters
  Score: Raw -37626863.739844 + Penalty 6079.039823 = -37620784.700021
  nChanged 2
		SP:Iteration 27Q (18678.570000 sec): 3 clusters
  Score: Raw -37626866.893267 + Penalty 6079.039823 = -37620787.853444
  nChanged 2
		SP:Iteration 28Q (18680.090000 sec): 3 clusters
  Score: Raw -37626868.082454 + Penalty 6079.039823 = -37620789.042631
  nChanged 1
		SP:Iteration 29Q (18681.460000 sec): 3 clusters
  Score: Raw -37626868.797974 + Penalty 6079.039823 = -37620789.758152
  nChanged 1
		SP:Iteration 30Q (18682.720000 sec): 3 clusters
  Score: Raw -37626869.226453 + Penalty 6079.039823 = -37620790.186630
  nChanged 1
		SP:Iteration 31Q (18684.060000 sec): 3 clusters
  Score: Raw -37626870.145048 + Penalty 6079.039823 = -37620791.105225
  nChanged 0
		SP:Iteration 32F (18685.990000 sec): 3 clusters
  Score: Raw -37626870.145048 + Penalty 6079.039823 = -37620791.105225
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18686.300000 sec): 2 clusters
  Score: Raw -3605952.344015 + Penalty 2468.164874 = -3603484.179141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18686.650000 sec): 3 clusters
  Score: Raw -3593608.687242 + Penalty 4936.329747 = -3588672.357495
  nChanged 9313
		SP:Iteration 1F (18686.970000 sec): 3 clusters
  Score: Raw -3598713.276793 + Penalty 4936.329747 = -3593776.947045
  nChanged 1255
		SP:Iteration 2F (18687.280000 sec): 3 clusters
  Score: Raw -3599319.530199 + Penalty 4936.329747 = -3594383.200452
  nChanged 1229
		SP:Iteration 3F (18687.620000 sec): 3 clusters
  Score: Raw -3599942.698279 + Penalty 4936.329747 = -3595006.368531
  nChanged 1211
		SP:Iteration 4F (18687.930000 sec): 3 clusters
  Score: Raw -3600608.102732 + Penalty 4936.329747 = -3595671.772985
  nChanged 1194
		SP:Iteration 5F (18688.250000 sec): 3 clusters
  Score: Raw -3601369.783622 + Penalty 4936.329747 = -3596433.453875
  nChanged 1325
		SP:Iteration 6F (18688.580000 sec): 3 clusters
  Score: Raw -3602291.181019 + Penalty 4936.329747 = -3597354.851272
  nChanged 1260
		SP:Iteration 7F (18688.870000 sec): 3 clusters
  Score: Raw -3603186.969143 + Penalty 4936.329747 = -3598250.639396
  nChanged 1165
		SP:Iteration 8F (18689.170000 sec): 3 clusters
  Score: Raw -3604049.527188 + Penalty 4936.329747 = -3599113.197440
  nChanged 1031
		SP:Iteration 9Q (18689.540000 sec): 3 clusters
  Score: Raw -3604952.472004 + Penalty 4936.329747 = -3600016.142256
  nChanged 910
		SP:Iteration 10Q (18689.910000 sec): 3 clusters
  Score: Raw -3605752.500233 + Penalty 4936.329747 = -3600816.170486
  nChanged 742
		SP:Iteration 11Q (18690.260000 sec): 3 clusters
  Score: Raw -3606249.282623 + Penalty 4936.329747 = -3601312.952875
  nChanged 591
		SP:Iteration 12Q (18690.600000 sec): 3 clusters
  Score: Raw -3606545.971276 + Penalty 4936.329747 = -3601609.641528
  nChanged 464
		SP:Iteration 13Q (18690.920000 sec): 3 clusters
  Score: Raw -3606724.674168 + Penalty 4936.329747 = -3601788.344420
  nChanged 372
		SP:Iteration 14Q (18691.260000 sec): 3 clusters
  Score: Raw -3606839.194732 + Penalty 4936.329747 = -3601902.864985
  nChanged 340
		SP:Iteration 15Q (18691.580000 sec): 3 clusters
  Score: Raw -3606933.494108 + Penalty 4936.329747 = -3601997.164360
  nChanged 288
		SP:Iteration 16Q (18691.900000 sec): 3 clusters
  Score: Raw -3607002.958338 + Penalty 4936.329747 = -3602066.628590
  nChanged 237
		SP:Iteration 17Q (18692.210000 sec): 3 clusters
  Score: Raw -3607053.712358 + Penalty 4936.329747 = -3602117.382610
  nChanged 217
		SP:Iteration 18Q (18692.520000 sec): 3 clusters
  Score: Raw -3607094.344568 + Penalty 4936.329747 = -3602158.014820
  nChanged 201
		SP:Iteration 19Q (18692.840000 sec): 3 clusters
  Score: Raw -3607135.432072 + Penalty 4936.329747 = -3602199.102325
  nChanged 195
		SP:Iteration 20F (18693.160000 sec): 3 clusters
  Score: Raw -3607175.756009 + Penalty 4936.329747 = -3602239.426262
  nChanged 214
		SP:Iteration 21Q (18693.480000 sec): 3 clusters
  Score: Raw -3607218.520702 + Penalty 4936.329747 = -3602282.190954
  nChanged 216
		SP:Iteration 22Q (18693.800000 sec): 3 clusters
  Score: Raw -3607259.265504 + Penalty 4936.329747 = -3602322.935756
  nChanged 180
		SP:Iteration 23Q (18694.090000 sec): 3 clusters
  Score: Raw -3607293.843960 + Penalty 4936.329747 = -3602357.514213
  nChanged 194
		SP:Iteration 24Q (18694.400000 sec): 3 clusters
  Score: Raw -3607332.468036 + Penalty 4936.329747 = -3602396.138289
  nChanged 189
		SP:Iteration 25Q (18694.750000 sec): 3 clusters
  Score: Raw -3607370.039097 + Penalty 4936.329747 = -3602433.709349
  nChanged 196
		SP:Iteration 26Q (18695.060000 sec): 3 clusters
  Score: Raw -3607408.884038 + Penalty 4936.329747 = -3602472.554290
  nChanged 193
		SP:Iteration 27Q (18695.400000 sec): 3 clusters
  Score: Raw -3607445.201741 + Penalty 4936.329747 = -3602508.871993
  nChanged 197
		SP:Iteration 28Q (18695.800000 sec): 3 clusters
  Score: Raw -3607479.226512 + Penalty 4936.329747 = -3602542.896764
  nChanged 195
		SP:Iteration 29Q (18696.090000 sec): 3 clusters
  Score: Raw -3607516.838608 + Penalty 4936.329747 = -3602580.508861
  nChanged 195
		SP:Iteration 30Q (18696.390000 sec): 3 clusters
  Score: Raw -3607554.907738 + Penalty 4936.329747 = -3602618.577990
  nChanged 195
		SP:Iteration 31Q (18696.690000 sec): 3 clusters
  Score: Raw -3607592.977790 + Penalty 4936.329747 = -3602656.648043
  nChanged 204
		SP:Iteration 32Q (18696.950000 sec): 3 clusters
  Score: Raw -3607634.851585 + Penalty 4936.329747 = -3602698.521838
  nChanged 196
		SP:Iteration 33Q (18697.280000 sec): 3 clusters
  Score: Raw -3607674.385093 + Penalty 4936.329747 = -3602738.055346
  nChanged 208
		SP:Iteration 34Q (18697.590000 sec): 3 clusters
  Score: Raw -3607717.330958 + Penalty 4936.329747 = -3602781.001210
  nChanged 219
		SP:Iteration 35Q (18697.880000 sec): 3 clusters
  Score: Raw -3607758.630083 + Penalty 4936.329747 = -3602822.300336
  nChanged 218
		SP:Iteration 36Q (18698.210000 sec): 3 clusters
  Score: Raw -3607803.256617 + Penalty 4936.329747 = -3602866.926870
  nChanged 202
		SP:Iteration 37Q (18698.490000 sec): 3 clusters
  Score: Raw -3607843.348026 + Penalty 4936.329747 = -3602907.018279
  nChanged 189
		SP:Iteration 38Q (18698.810000 sec): 3 clusters
  Score: Raw -3607880.672554 + Penalty 4936.329747 = -3602944.342807
  nChanged 189
		SP:Iteration 39Q (18699.130000 sec): 3 clusters
  Score: Raw -3607916.692394 + Penalty 4936.329747 = -3602980.362646
  nChanged 177
		SP:Iteration 40F (18699.440000 sec): 3 clusters
  Score: Raw -3607946.430331 + Penalty 4936.329747 = -3603010.100583
  nChanged 150
		SP:Iteration 41Q (18699.750000 sec): 3 clusters
  Score: Raw -3607972.951509 + Penalty 4936.329747 = -3603036.621762
  nChanged 163
		SP:Iteration 42Q (18700.050000 sec): 3 clusters
  Score: Raw -3608000.256049 + Penalty 4936.329747 = -3603063.926302
  nChanged 134
		SP:Iteration 43Q (18700.330000 sec): 3 clusters
  Score: Raw -3608019.882365 + Penalty 4936.329747 = -3603083.552617
  nChanged 126
		SP:Iteration 44Q (18700.590000 sec): 3 clusters
  Score: Raw -3608040.156894 + Penalty 4936.329747 = -3603103.827147
  nChanged 108
		SP:Iteration 45Q (18700.880000 sec): 3 clusters
  Score: Raw -3608057.999827 + Penalty 4936.329747 = -3603121.670080
  nChanged 92
		SP:Iteration 46Q (18701.210000 sec): 3 clusters
  Score: Raw -3608074.044553 + Penalty 4936.329747 = -3603137.714805
  nChanged 102
		SP:Iteration 47Q (18701.450000 sec): 3 clusters
  Score: Raw -3608092.005468 + Penalty 4936.329747 = -3603155.675721
  nChanged 103
		SP:Iteration 48Q (18701.740000 sec): 3 clusters
  Score: Raw -3608109.987825 + Penalty 4936.329747 = -3603173.658078
  nChanged 102
		SP:Iteration 49Q (18702.020000 sec): 3 clusters
  Score: Raw -3608126.357413 + Penalty 4936.329747 = -3603190.027666
  nChanged 83
		SP:Iteration 50Q (18702.320000 sec): 3 clusters
  Score: Raw -3608140.725640 + Penalty 4936.329747 = -3603204.395893
  nChanged 86
		SP:Iteration 51Q (18702.640000 sec): 3 clusters
  Score: Raw -3608153.443431 + Penalty 4936.329747 = -3603217.113683
  nChanged 69
		SP:Iteration 52Q (18702.960000 sec): 3 clusters
  Score: Raw -3608163.168977 + Penalty 4936.329747 = -3603226.839229
  nChanged 56
		SP:Iteration 53Q (18703.330000 sec): 3 clusters
  Score: Raw -3608169.050880 + Penalty 4936.329747 = -3603232.721133
  nChanged 48
		SP:Iteration 54Q (18703.600000 sec): 3 clusters
  Score: Raw -3608174.343156 + Penalty 4936.329747 = -3603238.013409
  nChanged 37
		SP:Iteration 55Q (18703.880000 sec): 3 clusters
  Score: Raw -3608178.697094 + Penalty 4936.329747 = -3603242.367347
  nChanged 45
		SP:Iteration 56Q (18704.180000 sec): 3 clusters
  Score: Raw -3608184.680949 + Penalty 4936.329747 = -3603248.351201
  nChanged 44
		SP:Iteration 57Q (18704.500000 sec): 3 clusters
  Score: Raw -3608190.272130 + Penalty 4936.329747 = -3603253.942383
  nChanged 37
		SP:Iteration 58Q (18704.810000 sec): 3 clusters
  Score: Raw -3608193.967245 + Penalty 4936.329747 = -3603257.637498
  nChanged 35
		SP:Iteration 59Q (18705.120000 sec): 3 clusters
  Score: Raw -3608197.509133 + Penalty 4936.329747 = -3603261.179386
  nChanged 31
		SP:Iteration 60F (18705.450000 sec): 3 clusters
  Score: Raw -3608200.597704 + Penalty 4936.329747 = -3603264.267957
  nChanged 26
		SP:Iteration 61Q (18705.810000 sec): 3 clusters
  Score: Raw -3608203.293138 + Penalty 4936.329747 = -3603266.963390
  nChanged 29
		SP:Iteration 62Q (18706.110000 sec): 3 clusters
  Score: Raw -3608205.749664 + Penalty 4936.329747 = -3603269.419916
  nChanged 24
		SP:Iteration 63Q (18706.410000 sec): 3 clusters
  Score: Raw -3608207.953382 + Penalty 4936.329747 = -3603271.623634
  nChanged 19
		SP:Iteration 64Q (18706.690000 sec): 3 clusters
  Score: Raw -3608209.703414 + Penalty 4936.329747 = -3603273.373667
  nChanged 17
		SP:Iteration 65Q (18707.000000 sec): 3 clusters
  Score: Raw -3608211.696270 + Penalty 4936.329747 = -3603275.366523
  nChanged 17
		SP:Iteration 66Q (18707.340000 sec): 3 clusters
  Score: Raw -3608212.861852 + Penalty 4936.329747 = -3603276.532105
  nChanged 6
		SP:Iteration 67Q (18707.700000 sec): 3 clusters
  Score: Raw -3608213.291615 + Penalty 4936.329747 = -3603276.961867
  nChanged 5
		SP:Iteration 68Q (18707.920000 sec): 3 clusters
  Score: Raw -3608213.514267 + Penalty 4936.329747 = -3603277.184519
  nChanged 0
		SP:Iteration 69F (18708.300000 sec): 3 clusters
  Score: Raw -3608213.514267 + Penalty 4936.329747 = -3603277.184519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18709.020000 sec): 2 clusters
  Score: Raw -17109730.510004 + Penalty 2845.231449 = -17106885.278555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18709.980000 sec): 3 clusters
  Score: Raw -17048347.473821 + Penalty 5690.462898 = -17042657.010924
  nChanged 45358
		SP:Iteration 1F (18710.900000 sec): 3 clusters
  Score: Raw -17074403.529038 + Penalty 5690.462898 = -17068713.066140
  nChanged 3368
		SP:Iteration 2Q (18711.850000 sec): 3 clusters
  Score: Raw -17075392.998656 + Penalty 5690.462898 = -17069702.535758
  nChanged 3929
		SP:Iteration 3Q (18713.000000 sec): 3 clusters
  Score: Raw -17076881.998761 + Penalty 5690.462898 = -17071191.535864
  nChanged 5189
		SP:Iteration 4F (18713.890000 sec): 3 clusters
  Score: Raw -17079534.469230 + Penalty 5690.462898 = -17073844.006332
  nChanged 7069
		SP:Iteration 5F (18714.750000 sec): 3 clusters
  Score: Raw -17084354.077421 + Penalty 5690.462898 = -17078663.614523
  nChanged 8868
		SP:Iteration 6F (18715.730000 sec): 3 clusters
  Score: Raw -17092122.732820 + Penalty 5690.462898 = -17086432.269922
  nChanged 8787
		SP:Iteration 7F (18716.680000 sec): 3 clusters
  Score: Raw -17100974.792719 + Penalty 5690.462898 = -17095284.329822
  nChanged 5778
		SP:Iteration 8F (18717.540000 sec): 3 clusters
  Score: Raw -17106909.205600 + Penalty 5690.462898 = -17101218.742702
  nChanged 2260
		SP:Iteration 9Q (18718.460000 sec): 3 clusters
  Score: Raw -17109145.020254 + Penalty 5690.462898 = -17103454.557356
  nChanged 546
		SP:Iteration 10Q (18719.380000 sec): 3 clusters
  Score: Raw -17109717.178070 + Penalty 5690.462898 = -17104026.715172
  nChanged 109
		SP:Iteration 11Q (18720.120000 sec): 3 clusters
  Score: Raw -17109884.316619 + Penalty 5690.462898 = -17104193.853722
  nChanged 39
		SP:Iteration 12Q (18720.910000 sec): 3 clusters
  Score: Raw -17109961.769158 + Penalty 5690.462898 = -17104271.306261
  nChanged 16
		SP:Iteration 13Q (18721.620000 sec): 3 clusters
  Score: Raw -17109987.549714 + Penalty 5690.462898 = -17104297.086816
  nChanged 5
		SP:Iteration 14Q (18722.460000 sec): 3 clusters
  Score: Raw -17109996.773607 + Penalty 5690.462898 = -17104306.310710
  nChanged 6
		SP:Iteration 15Q (18723.220000 sec): 3 clusters
  Score: Raw -17110009.291766 + Penalty 5690.462898 = -17104318.828869
  nChanged 4
		SP:Iteration 16Q (18723.960000 sec): 3 clusters
  Score: Raw -17110016.827923 + Penalty 5690.462898 = -17104326.365026
  nChanged 2
		SP:Iteration 17Q (18724.740000 sec): 3 clusters
  Score: Raw -17110019.219125 + Penalty 5690.462898 = -17104328.756228
  nChanged 0
		SP:Iteration 18F (18725.610000 sec): 3 clusters
  Score: Raw -17110019.219125 + Penalty 5690.462898 = -17104328.756228
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18725.690000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18725.850000 sec): 3 clusters
  Score: Raw -82606.185683 + Penalty 3110.410262 = -79495.775420
  nChanged 96
		SP:Iteration 1F (18726.010000 sec): 3 clusters
  Score: Raw -82822.092422 + Penalty 3110.410262 = -79711.682160
  nChanged 34
		SP:Iteration 2F (18726.170000 sec): 3 clusters
  Score: Raw -82935.942155 + Penalty 3110.410262 = -79825.531892
  nChanged 16
		SP:Iteration 3Q (18726.330000 sec): 3 clusters
  Score: Raw -82977.856460 + Penalty 3110.410262 = -79867.446198
  nChanged 10
		SP:Iteration 4Q (18726.490000 sec): 3 clusters
  Score: Raw -83000.072146 + Penalty 3110.410262 = -79889.661884
  nChanged 6
		SP:Iteration 5Q (18726.650000 sec): 3 clusters
  Score: Raw -83010.080489 + Penalty 3110.410262 = -79899.670227
  nChanged 2
		SP:Iteration 6Q (18726.810000 sec): 3 clusters
  Score: Raw -83015.172919 + Penalty 3110.410262 = -79904.762657
  nChanged 0
		SP:Iteration 7F (18726.980000 sec): 3 clusters
  Score: Raw -83015.172919 + Penalty 3110.410262 = -79904.762657
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18727.090000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18727.230000 sec): 3 clusters
  Score: Raw -34383.956154 + Penalty 2645.028521 = -31738.927633
  nChanged 20
		SP:Iteration 1F (18727.370000 sec): 3 clusters
  Score: Raw -34443.405361 + Penalty 2645.028521 = -31798.376840
  nChanged 8
		SP:Iteration 2Q (18727.550000 sec): 3 clusters
  Score: Raw -34479.677141 + Penalty 2645.028521 = -31834.648619
  nChanged 4
		SP:Iteration 3Q (18727.670000 sec): 3 clusters
  Score: Raw -34493.341999 + Penalty 2645.028521 = -31848.313478
  nChanged 1
		SP:Iteration 4Q (18727.780000 sec): 3 clusters
  Score: Raw -34498.323779 + Penalty 2645.028521 = -31853.295258
  nChanged 1
		SP:Iteration 5Q (18727.890000 sec): 3 clusters
  Score: Raw -34504.094302 + Penalty 2645.028521 = -31859.065780
  nChanged 0
		SP:Iteration 6F (18728.080000 sec): 3 clusters
  Score: Raw -34504.094302 + Penalty 2645.028521 = -31859.065780
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18728.150000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18728.320000 sec): 3 clusters
  Score: Raw -18213.857116 + Penalty 2331.438261 = -15882.418854
  nChanged 2
		SP:Iteration 1Q (18728.480000 sec): 3 clusters
  Score: Raw -18228.261143 + Penalty 2331.438261 = -15896.822881
  nChanged 0
		SP:Iteration 2F (18728.600000 sec): 3 clusters
  Score: Raw -18228.261143 + Penalty 2331.438261 = -15896.822881
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18728.700000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18728.860000 sec): 3 clusters
  Score: Raw -79091.123321 + Penalty 3061.163496 = -76029.959825
  nChanged 66
		SP:Iteration 1F (18729.010000 sec): 3 clusters
  Score: Raw -79199.417660 + Penalty 3061.163496 = -76138.254163
  nChanged 23
		SP:Iteration 2Q (18729.180000 sec): 3 clusters
  Score: Raw -79245.180172 + Penalty 3061.163496 = -76184.016675
  nChanged 8
		SP:Iteration 3Q (18729.380000 sec): 3 clusters
  Score: Raw -79273.909636 + Penalty 3061.163496 = -76212.746139
  nChanged 6
		SP:Iteration 4Q (18729.530000 sec): 3 clusters
  Score: Raw -79296.309324 + Penalty 3061.163496 = -76235.145828
  nChanged 6
		SP:Iteration 5Q (18729.660000 sec): 3 clusters
  Score: Raw -79309.339139 + Penalty 3061.163496 = -76248.175643
  nChanged 2
		SP:Iteration 6Q (18729.810000 sec): 3 clusters
  Score: Raw -79316.386208 + Penalty 3061.163496 = -76255.222712
  nChanged 2
		SP:Iteration 7Q (18729.930000 sec): 3 clusters
  Score: Raw -79321.498151 + Penalty 3061.163496 = -76260.334655
  nChanged 1
		SP:Iteration 8Q (18730.110000 sec): 3 clusters
  Score: Raw -79325.410209 + Penalty 3061.163496 = -76264.246712
  nChanged 1
		SP:Iteration 9Q (18730.250000 sec): 3 clusters
  Score: Raw -79328.247247 + Penalty 3061.163496 = -76267.083751
  nChanged 0
		SP:Iteration 10F (18730.430000 sec): 3 clusters
  Score: Raw -79328.247247 + Penalty 3061.163496 = -76267.083751
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18730.500000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18730.650000 sec): 3 clusters
  Score: Raw -128769.811210 + Penalty 3282.894536 = -125486.916674
  nChanged 160
		SP:Iteration 1F (18730.800000 sec): 3 clusters
  Score: Raw -128979.905992 + Penalty 3282.894536 = -125697.011456
  nChanged 34
		SP:Iteration 2Q (18730.940000 sec): 3 clusters
  Score: Raw -129038.856247 + Penalty 3282.894536 = -125755.961712
  nChanged 24
		SP:Iteration 3Q (18731.110000 sec): 3 clusters
  Score: Raw -129069.357372 + Penalty 3282.894536 = -125786.462836
  nChanged 12
		SP:Iteration 4Q (18731.280000 sec): 3 clusters
  Score: Raw -129091.063835 + Penalty 3282.894536 = -125808.169299
  nChanged 5
		SP:Iteration 5Q (18731.430000 sec): 3 clusters
  Score: Raw -129099.988120 + Penalty 3282.894536 = -125817.093584
  nChanged 2
		SP:Iteration 6Q (18731.620000 sec): 3 clusters
  Score: Raw -129102.826441 + Penalty 3282.894536 = -125819.931905
  nChanged 2
		SP:Iteration 7Q (18731.750000 sec): 3 clusters
  Score: Raw -129104.742710 + Penalty 3282.894536 = -125821.848174
  nChanged 2
		SP:Iteration 8Q (18731.920000 sec): 3 clusters
  Score: Raw -129106.255942 + Penalty 3282.894536 = -125823.361407
  nChanged 1
		SP:Iteration 9Q (18732.080000 sec): 3 clusters
  Score: Raw -129107.223566 + Penalty 3282.894536 = -125824.329030
  nChanged 0
		SP:Iteration 10F (18732.260000 sec): 3 clusters
  Score: Raw -129107.223566 + Penalty 3282.894536 = -125824.329030
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18732.320000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18732.480000 sec): 3 clusters
  Score: Raw -20283.476825 + Penalty 2622.980447 = -17660.496377
  nChanged 24
		SP:Iteration 1F (18732.650000 sec): 3 clusters
  Score: Raw -20396.028164 + Penalty 2622.980447 = -17773.047717
  nChanged 4
		SP:Iteration 2Q (18732.820000 sec): 3 clusters
  Score: Raw -20412.176682 + Penalty 2622.980447 = -17789.196235
  nChanged 4
		SP:Iteration 3Q (18732.990000 sec): 3 clusters
  Score: Raw -20437.211731 + Penalty 2622.980447 = -17814.231284
  nChanged 0
		SP:Iteration 4F (18733.140000 sec): 3 clusters
  Score: Raw -20437.211731 + Penalty 2622.980447 = -17814.231284
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18733.230000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18733.430000 sec): 3 clusters
  Score: Raw -134633.729744 + Penalty 3290.125943 = -131343.603801
  nChanged 167
		SP:Iteration 1F (18733.570000 sec): 3 clusters
  Score: Raw -134827.355058 + Penalty 3290.125943 = -131537.229116
  nChanged 33
		SP:Iteration 2Q (18733.730000 sec): 3 clusters
  Score: Raw -134865.921039 + Penalty 3290.125943 = -131575.795096
  nChanged 7
		SP:Iteration 3Q (18733.900000 sec): 3 clusters
  Score: Raw -134873.505588 + Penalty 3290.125943 = -131583.379645
  nChanged 6
		SP:Iteration 4Q (18734.080000 sec): 3 clusters
  Score: Raw -134881.095067 + Penalty 3290.125943 = -131590.969124
  nChanged 3
		SP:Iteration 5Q (18734.250000 sec): 3 clusters
  Score: Raw -134885.080464 + Penalty 3290.125943 = -131594.954521
  nChanged 4
		SP:Iteration 6Q (18734.430000 sec): 3 clusters
  Score: Raw -134891.625568 + Penalty 3290.125943 = -131601.499625
  nChanged 2
		SP:Iteration 7Q (18734.600000 sec): 3 clusters
  Score: Raw -134894.717677 + Penalty 3290.125943 = -131604.591734
  nChanged 0
		SP:Iteration 8F (18734.780000 sec): 3 clusters
  Score: Raw -134894.717677 + Penalty 3290.125943 = -131604.591734
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18734.850000 sec): 2 clusters
  Score: Raw -270851.641440 + Penalty 1823.405393 = -269028.236047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18735.030000 sec): 3 clusters
  Score: Raw -270355.412312 + Penalty 3646.810786 = -266708.601526
  nChanged 461
		SP:Iteration 1F (18735.190000 sec): 3 clusters
  Score: Raw -270795.040435 + Penalty 3646.810786 = -267148.229649
  nChanged 118
		SP:Iteration 2F (18735.390000 sec): 3 clusters
  Score: Raw -270929.239766 + Penalty 3646.810786 = -267282.428981
  nChanged 81
		SP:Iteration 3F (18735.550000 sec): 3 clusters
  Score: Raw -271011.817121 + Penalty 3646.810786 = -267365.006335
  nChanged 52
		SP:Iteration 4Q (18735.660000 sec): 3 clusters
  Score: Raw -271064.026498 + Penalty 3646.810786 = -267417.215712
  nChanged 38
		SP:Iteration 5Q (18735.810000 sec): 3 clusters
  Score: Raw -271100.565442 + Penalty 3646.810786 = -267453.754656
  nChanged 29
		SP:Iteration 6Q (18736.020000 sec): 3 clusters
  Score: Raw -271131.664750 + Penalty 3646.810786 = -267484.853964
  nChanged 23
		SP:Iteration 7Q (18736.120000 sec): 3 clusters
  Score: Raw -271149.288271 + Penalty 3646.810786 = -267502.477485
  nChanged 19
		SP:Iteration 8Q (18736.280000 sec): 3 clusters
  Score: Raw -271167.164794 + Penalty 3646.810786 = -267520.354008
  nChanged 23
		SP:Iteration 9Q (18736.470000 sec): 3 clusters
  Score: Raw -271190.889832 + Penalty 3646.810786 = -267544.079046
  nChanged 20
		SP:Iteration 10Q (18736.660000 sec): 3 clusters
  Score: Raw -271208.820673 + Penalty 3646.810786 = -267562.009887
  nChanged 20
		SP:Iteration 11Q (18736.800000 sec): 3 clusters
  Score: Raw -271225.507772 + Penalty 3646.810786 = -267578.696987
  nChanged 14
		SP:Iteration 12Q (18737.000000 sec): 3 clusters
  Score: Raw -271239.838302 + Penalty 3646.810786 = -267593.027516
  nChanged 17
		SP:Iteration 13Q (18737.170000 sec): 3 clusters
  Score: Raw -271254.202665 + Penalty 3646.810786 = -267607.391879
  nChanged 15
		SP:Iteration 14Q (18737.300000 sec): 3 clusters
  Score: Raw -271268.751599 + Penalty 3646.810786 = -267621.940813
  nChanged 14
		SP:Iteration 15Q (18737.440000 sec): 3 clusters
  Score: Raw -271281.303356 + Penalty 3646.810786 = -267634.492570
  nChanged 11
		SP:Iteration 16Q (18737.600000 sec): 3 clusters
  Score: Raw -271286.707760 + Penalty 3646.810786 = -267639.896974
  nChanged 5
		SP:Iteration 17Q (18737.790000 sec): 3 clusters
  Score: Raw -271289.053128 + Penalty 3646.810786 = -267642.242342
  nChanged 4
		SP:Iteration 18Q (18737.980000 sec): 3 clusters
  Score: Raw -271292.715016 + Penalty 3646.810786 = -267645.904230
  nChanged 3
		SP:Iteration 19Q (18738.120000 sec): 3 clusters
  Score: Raw -271294.215658 + Penalty 3646.810786 = -267647.404872
  nChanged 2
		SP:Iteration 20F (18738.240000 sec): 3 clusters
  Score: Raw -271296.586463 + Penalty 3646.810786 = -267649.775677
  nChanged 3
		SP:Iteration 21Q (18738.420000 sec): 3 clusters
  Score: Raw -271298.221537 + Penalty 3646.810786 = -267651.410751
  nChanged 3
		SP:Iteration 22Q (18738.540000 sec): 3 clusters
  Score: Raw -271299.838187 + Penalty 3646.810786 = -267653.027401
  nChanged 1
		SP:Iteration 23Q (18738.750000 sec): 3 clusters
  Score: Raw -271301.266352 + Penalty 3646.810786 = -267654.455567
  nChanged 1
		SP:Iteration 24Q (18738.880000 sec): 3 clusters
  Score: Raw -271302.080874 + Penalty 3646.810786 = -267655.270089
  nChanged 0
		SP:Iteration 25F (18739.060000 sec): 3 clusters
  Score: Raw -271302.080874 + Penalty 3646.810786 = -267655.270089
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18739.110000 sec): 2 clusters
  Score: Raw -60080.085018 + Penalty 1488.963993 = -58591.121025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18739.300000 sec): 3 clusters
  Score: Raw -60164.994233 + Penalty 2977.927985 = -57187.066248
  nChanged 70
		SP:Iteration 1F (18739.460000 sec): 3 clusters
  Score: Raw -60349.632707 + Penalty 2977.927985 = -57371.704722
  nChanged 15
		SP:Iteration 2Q (18739.580000 sec): 3 clusters
  Score: Raw -60397.130953 + Penalty 2977.927985 = -57419.202968
  nChanged 5
		SP:Iteration 3Q (18739.760000 sec): 3 clusters
  Score: Raw -60412.539118 + Penalty 2977.927985 = -57434.611133
  nChanged 1
		SP:Iteration 4Q (18739.890000 sec): 3 clusters
  Score: Raw -60416.939428 + Penalty 2977.927985 = -57439.011443
  nChanged 1
		SP:Iteration 5Q (18740.040000 sec): 3 clusters
  Score: Raw -60419.655968 + Penalty 2977.927985 = -57441.727983
  nChanged 3
		SP:Iteration 6Q (18740.260000 sec): 3 clusters
  Score: Raw -60433.269594 + Penalty 2977.927985 = -57455.341609
  nChanged 3
		SP:Iteration 7Q (18740.350000 sec): 3 clusters
  Score: Raw -60439.285301 + Penalty 2977.927985 = -57461.357315
  nChanged 0
		SP:Iteration 8F (18740.480000 sec): 3 clusters
  Score: Raw -60439.285301 + Penalty 2977.927985 = -57461.357315
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18740.570000 sec): 2 clusters
  Score: Raw -186857.002019 + Penalty 1743.871832 = -185113.130187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18740.700000 sec): 3 clusters
  Score: Raw -186564.955568 + Penalty 3487.743664 = -183077.211904
  nChanged 309
		SP:Iteration 1F (18740.880000 sec): 3 clusters
  Score: Raw -186906.039577 + Penalty 3487.743664 = -183418.295913
  nChanged 66
		SP:Iteration 2F (18741.040000 sec): 3 clusters
  Score: Raw -186996.220340 + Penalty 3487.743664 = -183508.476676
  nChanged 44
		SP:Iteration 3Q (18741.200000 sec): 3 clusters
  Score: Raw -187059.718786 + Penalty 3487.743664 = -183571.975122
  nChanged 33
		SP:Iteration 4Q (18741.420000 sec): 3 clusters
  Score: Raw -187112.555076 + Penalty 3487.743664 = -183624.811411
  nChanged 27
		SP:Iteration 5Q (18741.560000 sec): 3 clusters
  Score: Raw -187174.866844 + Penalty 3487.743664 = -183687.123179
  nChanged 33
		SP:Iteration 6Q (18741.740000 sec): 3 clusters
  Score: Raw -187258.681293 + Penalty 3487.743664 = -183770.937628
  nChanged 41
		SP:Iteration 7Q (18741.910000 sec): 3 clusters
  Score: Raw -187369.061048 + Penalty 3487.743664 = -183881.317383
  nChanged 39
		SP:Iteration 8Q (18742.070000 sec): 3 clusters
  Score: Raw -187482.155003 + Penalty 3487.743664 = -183994.411338
  nChanged 55
		SP:Iteration 9Q (18742.260000 sec): 3 clusters
  Score: Raw -187611.361323 + Penalty 3487.743664 = -184123.617659
  nChanged 42
		SP:Iteration 10Q (18742.360000 sec): 3 clusters
  Score: Raw -187706.894451 + Penalty 3487.743664 = -184219.150787
  nChanged 37
		SP:Iteration 11Q (18742.450000 sec): 3 clusters
  Score: Raw -187773.940440 + Penalty 3487.743664 = -184286.196775
  nChanged 20
		SP:Iteration 12Q (18742.580000 sec): 3 clusters
  Score: Raw -187806.946500 + Penalty 3487.743664 = -184319.202836
  nChanged 14
		SP:Iteration 13Q (18742.720000 sec): 3 clusters
  Score: Raw -187827.112126 + Penalty 3487.743664 = -184339.368462
  nChanged 11
		SP:Iteration 14Q (18742.850000 sec): 3 clusters
  Score: Raw -187843.060576 + Penalty 3487.743664 = -184355.316912
  nChanged 6
		SP:Iteration 15Q (18743.020000 sec): 3 clusters
  Score: Raw -187852.673825 + Penalty 3487.743664 = -184364.930161
  nChanged 7
		SP:Iteration 16Q (18743.150000 sec): 3 clusters
  Score: Raw -187862.466386 + Penalty 3487.743664 = -184374.722722
  nChanged 5
		SP:Iteration 17Q (18743.300000 sec): 3 clusters
  Score: Raw -187870.212866 + Penalty 3487.743664 = -184382.469201
  nChanged 5
		SP:Iteration 18Q (18743.450000 sec): 3 clusters
  Score: Raw -187875.719687 + Penalty 3487.743664 = -184387.976023
  nChanged 3
		SP:Iteration 19Q (18743.630000 sec): 3 clusters
  Score: Raw -187879.183219 + Penalty 3487.743664 = -184391.439555
  nChanged 4
		SP:Iteration 20F (18743.780000 sec): 3 clusters
  Score: Raw -187884.647119 + Penalty 3487.743664 = -184396.903455
  nChanged 3
		SP:Iteration 21Q (18743.940000 sec): 3 clusters
  Score: Raw -187887.555330 + Penalty 3487.743664 = -184399.811666
  nChanged 2
		SP:Iteration 22Q (18744.100000 sec): 3 clusters
  Score: Raw -187889.842847 + Penalty 3487.743664 = -184402.099182
  nChanged 0
		SP:Iteration 23F (18744.230000 sec): 3 clusters
  Score: Raw -187889.842847 + Penalty 3487.743664 = -184402.099182
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18744.900000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18745.780000 sec): 3 clusters
  Score: Raw -19043957.422562 + Penalty 5708.955617 = -19038248.466945
  nChanged 47129
		SP:Iteration 1F (18746.610000 sec): 3 clusters
  Score: Raw -19070826.585732 + Penalty 5708.955617 = -19065117.630115
  nChanged 3124
		SP:Iteration 2Q (18747.570000 sec): 3 clusters
  Score: Raw -19071564.788744 + Penalty 5708.955617 = -19065855.833127
  nChanged 3258
		SP:Iteration 3Q (18748.490000 sec): 3 clusters
  Score: Raw -19072467.242765 + Penalty 5708.955617 = -19066758.287148
  nChanged 3448
		SP:Iteration 4Q (18749.350000 sec): 3 clusters
  Score: Raw -19073620.361526 + Penalty 5708.955617 = -19067911.405909
  nChanged 3945
		SP:Iteration 5Q (18750.270000 sec): 3 clusters
  Score: Raw -19075199.800411 + Penalty 5708.955617 = -19069490.844794
  nChanged 4720
		SP:Iteration 6Q (18751.170000 sec): 3 clusters
  Score: Raw -19077504.024412 + Penalty 5708.955617 = -19071795.068795
  nChanged 5832
		SP:Iteration 7F (18751.990000 sec): 3 clusters
  Score: Raw -19081029.449483 + Penalty 5708.955617 = -19075320.493866
  nChanged 7291
		SP:Iteration 8F (18752.820000 sec): 3 clusters
  Score: Raw -19086383.656364 + Penalty 5708.955617 = -19080674.700746
  nChanged 8148
		SP:Iteration 9F (18753.580000 sec): 3 clusters
  Score: Raw -19093306.237127 + Penalty 5708.955617 = -19087597.281510
  nChanged 7266
		SP:Iteration 10F (18754.350000 sec): 3 clusters
  Score: Raw -19099976.152781 + Penalty 5708.955617 = -19094267.197164
  nChanged 4868
		SP:Iteration 11Q (18755.150000 sec): 3 clusters
  Score: Raw -19104461.905266 + Penalty 5708.955617 = -19098752.949649
  nChanged 2398
		SP:Iteration 12Q (18755.910000 sec): 3 clusters
  Score: Raw -19106587.851001 + Penalty 5708.955617 = -19100878.895384
  nChanged 922
		SP:Iteration 13Q (18756.610000 sec): 3 clusters
  Score: Raw -19107449.395358 + Penalty 5708.955617 = -19101740.439741
  nChanged 299
		SP:Iteration 14Q (18757.310000 sec): 3 clusters
  Score: Raw -19107763.972576 + Penalty 5708.955617 = -19102055.016959
  nChanged 94
		SP:Iteration 15Q (18758.040000 sec): 3 clusters
  Score: Raw -19107894.571575 + Penalty 5708.955617 = -19102185.615958
  nChanged 50
		SP:Iteration 16Q (18758.710000 sec): 3 clusters
  Score: Raw -19107969.276641 + Penalty 5708.955617 = -19102260.321023
  nChanged 28
		SP:Iteration 17Q (18759.500000 sec): 3 clusters
  Score: Raw -19108012.222416 + Penalty 5708.955617 = -19102303.266798
  nChanged 11
		SP:Iteration 18Q (18760.230000 sec): 3 clusters
  Score: Raw -19108028.138635 + Penalty 5708.955617 = -19102319.183017
  nChanged 7
		SP:Iteration 19Q (18760.930000 sec): 3 clusters
  Score: Raw -19108041.290067 + Penalty 5708.955617 = -19102332.334450
  nChanged 6
		SP:Iteration 20F (18761.690000 sec): 3 clusters
  Score: Raw -19108051.357911 + Penalty 5708.955617 = -19102342.402293
  nChanged 4
		SP:Iteration 21Q (18762.400000 sec): 3 clusters
  Score: Raw -19108057.710921 + Penalty 5708.955617 = -19102348.755303
  nChanged 1
		SP:Iteration 22Q (18763.160000 sec): 3 clusters
  Score: Raw -19108058.610458 + Penalty 5708.955617 = -19102349.654841
  nChanged 0
		SP:Iteration 23F (18763.950000 sec): 3 clusters
  Score: Raw -19108058.610458 + Penalty 5708.955617 = -19102349.654841
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18764.040000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18764.180000 sec): 3 clusters
  Score: Raw -50648.393785 + Penalty 2829.076107 = -47819.317677
  nChanged 24
		SP:Iteration 1F (18764.350000 sec): 3 clusters
  Score: Raw -50735.864728 + Penalty 2829.076107 = -47906.788621
  nChanged 9
		SP:Iteration 2Q (18764.440000 sec): 3 clusters
  Score: Raw -50772.161173 + Penalty 2829.076107 = -47943.085065
  nChanged 5
		SP:Iteration 3Q (18764.580000 sec): 3 clusters
  Score: Raw -50800.211817 + Penalty 2829.076107 = -47971.135709
  nChanged 5
		SP:Iteration 4Q (18764.720000 sec): 3 clusters
  Score: Raw -50813.080093 + Penalty 2829.076107 = -47984.003986
  nChanged 1
		SP:Iteration 5Q (18764.850000 sec): 3 clusters
  Score: Raw -50817.267680 + Penalty 2829.076107 = -47988.191573
  nChanged 0
		SP:Iteration 6F (18764.980000 sec): 3 clusters
  Score: Raw -50817.267680 + Penalty 2829.076107 = -47988.191573
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18765.060000 sec): 2 clusters
  Score: Raw -27221.855790 + Penalty 1286.471680 = -25935.384110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18765.170000 sec): 3 clusters
  Score: Raw -27468.149650 + Penalty 2572.943360 = -24895.206290
  nChanged 18
		SP:Iteration 1F (18765.340000 sec): 3 clusters
  Score: Raw -27576.341124 + Penalty 2572.943360 = -25003.397764
  nChanged 4
		SP:Iteration 2Q (18765.450000 sec): 3 clusters
  Score: Raw -27604.912627 + Penalty 2572.943360 = -25031.969268
  nChanged 3
		SP:Iteration 3Q (18765.590000 sec): 3 clusters
  Score: Raw -27627.434277 + Penalty 2572.943360 = -25054.490918
  nChanged 0
		SP:Iteration 4F (18765.730000 sec): 3 clusters
  Score: Raw -27627.434277 + Penalty 2572.943360 = -25054.490918
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18765.820000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18765.980000 sec): 3 clusters
  Score: Raw -48040.280085 + Penalty 2810.547637 = -45229.732448
  nChanged 14
		SP:Iteration 1Q (18766.170000 sec): 3 clusters
  Score: Raw -48099.245205 + Penalty 2810.547637 = -45288.697567
  nChanged 9
		SP:Iteration 2Q (18766.320000 sec): 3 clusters
  Score: Raw -48138.008142 + Penalty 2810.547637 = -45327.460504
  nChanged 6
		SP:Iteration 3Q (18766.490000 sec): 3 clusters
  Score: Raw -48167.117994 + Penalty 2810.547637 = -45356.570357
  nChanged 7
		SP:Iteration 4Q (18766.650000 sec): 3 clusters
  Score: Raw -48200.716797 + Penalty 2810.547637 = -45390.169160
  nChanged 2
		SP:Iteration 5Q (18766.750000 sec): 3 clusters
  Score: Raw -48208.964088 + Penalty 2810.547637 = -45398.416451
  nChanged 1
		SP:Iteration 6Q (18766.900000 sec): 3 clusters
  Score: Raw -48214.498330 + Penalty 2810.547637 = -45403.950692
  nChanged 0
		SP:Iteration 7F (18767.060000 sec): 3 clusters
  Score: Raw -48214.498330 + Penalty 2810.547637 = -45403.950692
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18767.140000 sec): 2 clusters
  Score: Raw -152114.788091 + Penalty 1692.983215 = -150421.804876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18767.300000 sec): 3 clusters
  Score: Raw -151986.769152 + Penalty 3385.966431 = -148600.802721
  nChanged 244
		SP:Iteration 1F (18767.460000 sec): 3 clusters
  Score: Raw -152369.080005 + Penalty 3385.966431 = -148983.113574
  nChanged 76
		SP:Iteration 2F (18767.630000 sec): 3 clusters
  Score: Raw -152543.185032 + Penalty 3385.966431 = -149157.218601
  nChanged 48
		SP:Iteration 3F (18767.780000 sec): 3 clusters
  Score: Raw -152636.277914 + Penalty 3385.966431 = -149250.311483
  nChanged 33
		SP:Iteration 4Q (18767.940000 sec): 3 clusters
  Score: Raw -152687.542238 + Penalty 3385.966431 = -149301.575807
  nChanged 20
		SP:Iteration 5Q (18768.100000 sec): 3 clusters
  Score: Raw -152730.896451 + Penalty 3385.966431 = -149344.930020
  nChanged 9
		SP:Iteration 6Q (18768.260000 sec): 3 clusters
  Score: Raw -152753.079237 + Penalty 3385.966431 = -149367.112806
  nChanged 6
		SP:Iteration 7Q (18768.420000 sec): 3 clusters
  Score: Raw -152759.940846 + Penalty 3385.966431 = -149373.974415
  nChanged 7
		SP:Iteration 8Q (18768.580000 sec): 3 clusters
  Score: Raw -152769.549073 + Penalty 3385.966431 = -149383.582642
  nChanged 10
		SP:Iteration 9Q (18768.740000 sec): 3 clusters
  Score: Raw -152782.822507 + Penalty 3385.966431 = -149396.856076
  nChanged 6
		SP:Iteration 10Q (18768.900000 sec): 3 clusters
  Score: Raw -152787.703121 + Penalty 3385.966431 = -149401.736690
  nChanged 1
		SP:Iteration 11Q (18769.060000 sec): 3 clusters
  Score: Raw -152791.607357 + Penalty 3385.966431 = -149405.640926
  nChanged 3
		SP:Iteration 12Q (18769.220000 sec): 3 clusters
  Score: Raw -152795.066476 + Penalty 3385.966431 = -149409.100045
  nChanged 1
		SP:Iteration 13Q (18769.380000 sec): 3 clusters
  Score: Raw -152796.910052 + Penalty 3385.966431 = -149410.943621
  nChanged 1
		SP:Iteration 14Q (18769.540000 sec): 3 clusters
  Score: Raw -152799.721619 + Penalty 3385.966431 = -149413.755188
  nChanged 1
		SP:Iteration 15Q (18769.730000 sec): 3 clusters
  Score: Raw -152800.660473 + Penalty 3385.966431 = -149414.694042
  nChanged 3
		SP:Iteration 16Q (18769.880000 sec): 3 clusters
  Score: Raw -152802.315763 + Penalty 3385.966431 = -149416.349332
  nChanged 0
		SP:Iteration 17F (18770.040000 sec): 3 clusters
  Score: Raw -152802.315763 + Penalty 3385.966431 = -149416.349332
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18770.120000 sec): 2 clusters
  Score: Raw -44326.406439 + Penalty 1460.441734 = -42865.964705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18770.280000 sec): 3 clusters
  Score: Raw -44478.291831 + Penalty 2920.883467 = -41557.408364
  nChanged 70
		SP:Iteration 1F (18770.450000 sec): 3 clusters
  Score: Raw -44623.037694 + Penalty 2920.883467 = -41702.154226
  nChanged 21
		SP:Iteration 2F (18770.600000 sec): 3 clusters
  Score: Raw -44696.495182 + Penalty 2920.883467 = -41775.611715
  nChanged 24
		SP:Iteration 3F (18770.750000 sec): 3 clusters
  Score: Raw -44746.656502 + Penalty 2920.883467 = -41825.773034
  nChanged 9
		SP:Iteration 4Q (18770.920000 sec): 3 clusters
  Score: Raw -44761.908299 + Penalty 2920.883467 = -41841.024832
  nChanged 2
		SP:Iteration 5Q (18771.080000 sec): 3 clusters
  Score: Raw -44769.974476 + Penalty 2920.883467 = -41849.091008
  nChanged 2
		SP:Iteration 6Q (18771.260000 sec): 3 clusters
  Score: Raw -44786.210614 + Penalty 2920.883467 = -41865.327146
  nChanged 5
		SP:Iteration 7Q (18771.460000 sec): 3 clusters
  Score: Raw -44796.806159 + Penalty 2920.883467 = -41875.922691
  nChanged 3
		SP:Iteration 8Q (18771.600000 sec): 3 clusters
  Score: Raw -44809.743649 + Penalty 2920.883467 = -41888.860181
  nChanged 1
		SP:Iteration 9Q (18771.740000 sec): 3 clusters
  Score: Raw -44814.954847 + Penalty 2920.883467 = -41894.071380
  nChanged 0
		SP:Iteration 10F (18771.880000 sec): 3 clusters
  Score: Raw -44814.954847 + Penalty 2920.883467 = -41894.071380
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18772.070000 sec): 2 clusters
  Score: Raw -2764169.940157 + Penalty 2402.532214 = -2761767.407943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18772.310000 sec): 3 clusters
  Score: Raw -2755045.737799 + Penalty 4805.064428 = -2750240.673371
  nChanged 6959
		SP:Iteration 1F (18772.560000 sec): 3 clusters
  Score: Raw -2758825.635328 + Penalty 4805.064428 = -2754020.570900
  nChanged 981
		SP:Iteration 2F (18772.840000 sec): 3 clusters
  Score: Raw -2759270.025465 + Penalty 4805.064428 = -2754464.961037
  nChanged 827
		SP:Iteration 3F (18773.090000 sec): 3 clusters
  Score: Raw -2759659.102358 + Penalty 4805.064428 = -2754854.037931
  nChanged 730
		SP:Iteration 4Q (18773.390000 sec): 3 clusters
  Score: Raw -2760018.705400 + Penalty 4805.064428 = -2755213.640972
  nChanged 713
		SP:Iteration 5Q (18773.660000 sec): 3 clusters
  Score: Raw -2760406.196718 + Penalty 4805.064428 = -2755601.132291
  nChanged 674
		SP:Iteration 6Q (18773.950000 sec): 3 clusters
  Score: Raw -2760735.528838 + Penalty 4805.064428 = -2755930.464410
  nChanged 624
		SP:Iteration 7Q (18774.210000 sec): 3 clusters
  Score: Raw -2761020.217959 + Penalty 4805.064428 = -2756215.153531
  nChanged 536
		SP:Iteration 8Q (18774.560000 sec): 3 clusters
  Score: Raw -2761272.038406 + Penalty 4805.064428 = -2756466.973978
  nChanged 546
		SP:Iteration 9Q (18774.820000 sec): 3 clusters
  Score: Raw -2761534.385859 + Penalty 4805.064428 = -2756729.321431
  nChanged 551
		SP:Iteration 10Q (18775.110000 sec): 3 clusters
  Score: Raw -2761827.528570 + Penalty 4805.064428 = -2757022.464142
  nChanged 529
		SP:Iteration 11Q (18775.410000 sec): 3 clusters
  Score: Raw -2762106.554149 + Penalty 4805.064428 = -2757301.489722
  nChanged 516
		SP:Iteration 12Q (18775.660000 sec): 3 clusters
  Score: Raw -2762388.386530 + Penalty 4805.064428 = -2757583.322103
  nChanged 450
		SP:Iteration 13Q (18775.950000 sec): 3 clusters
  Score: Raw -2762617.704471 + Penalty 4805.064428 = -2757812.640044
  nChanged 388
		SP:Iteration 14Q (18776.240000 sec): 3 clusters
  Score: Raw -2762804.899709 + Penalty 4805.064428 = -2757999.835281
  nChanged 341
		SP:Iteration 15Q (18776.490000 sec): 3 clusters
  Score: Raw -2762959.355321 + Penalty 4805.064428 = -2758154.290893
  nChanged 296
		SP:Iteration 16Q (18776.760000 sec): 3 clusters
  Score: Raw -2763096.937678 + Penalty 4805.064428 = -2758291.873251
  nChanged 285
		SP:Iteration 17Q (18777.010000 sec): 3 clusters
  Score: Raw -2763216.645270 + Penalty 4805.064428 = -2758411.580842
  nChanged 233
		SP:Iteration 18Q (18777.240000 sec): 3 clusters
  Score: Raw -2763308.556441 + Penalty 4805.064428 = -2758503.492014
  nChanged 197
		SP:Iteration 19Q (18777.530000 sec): 3 clusters
  Score: Raw -2763399.733924 + Penalty 4805.064428 = -2758594.669496
  nChanged 203
		SP:Iteration 20F (18777.780000 sec): 3 clusters
  Score: Raw -2763494.513973 + Penalty 4805.064428 = -2758689.449545
  nChanged 211
		SP:Iteration 21Q (18778.040000 sec): 3 clusters
  Score: Raw -2763589.393344 + Penalty 4805.064428 = -2758784.328916
  nChanged 174
		SP:Iteration 22Q (18778.370000 sec): 3 clusters
  Score: Raw -2763668.365886 + Penalty 4805.064428 = -2758863.301458
  nChanged 158
		SP:Iteration 23Q (18778.570000 sec): 3 clusters
  Score: Raw -2763736.887357 + Penalty 4805.064428 = -2758931.822929
  nChanged 149
		SP:Iteration 24Q (18778.790000 sec): 3 clusters
  Score: Raw -2763800.813962 + Penalty 4805.064428 = -2758995.749535
  nChanged 151
		SP:Iteration 25Q (18779.050000 sec): 3 clusters
  Score: Raw -2763871.593454 + Penalty 4805.064428 = -2759066.529027
  nChanged 158
		SP:Iteration 26Q (18779.310000 sec): 3 clusters
  Score: Raw -2763953.062197 + Penalty 4805.064428 = -2759147.997769
  nChanged 150
		SP:Iteration 27Q (18779.540000 sec): 3 clusters
  Score: Raw -2764034.311245 + Penalty 4805.064428 = -2759229.246817
  nChanged 145
		SP:Iteration 28Q (18779.780000 sec): 3 clusters
  Score: Raw -2764106.309247 + Penalty 4805.064428 = -2759301.244819
  nChanged 137
		SP:Iteration 29Q (18780.050000 sec): 3 clusters
  Score: Raw -2764181.405443 + Penalty 4805.064428 = -2759376.341016
  nChanged 135
		SP:Iteration 30Q (18780.320000 sec): 3 clusters
  Score: Raw -2764259.351281 + Penalty 4805.064428 = -2759454.286853
  nChanged 117
		SP:Iteration 31Q (18780.580000 sec): 3 clusters
  Score: Raw -2764325.081407 + Penalty 4805.064428 = -2759520.016980
  nChanged 123
		SP:Iteration 32Q (18780.870000 sec): 3 clusters
  Score: Raw -2764399.546772 + Penalty 4805.064428 = -2759594.482344
  nChanged 110
		SP:Iteration 33Q (18781.140000 sec): 3 clusters
  Score: Raw -2764465.742939 + Penalty 4805.064428 = -2759660.678511
  nChanged 88
		SP:Iteration 34Q (18781.370000 sec): 3 clusters
  Score: Raw -2764517.645575 + Penalty 4805.064428 = -2759712.581148
  nChanged 77
		SP:Iteration 35Q (18781.650000 sec): 3 clusters
  Score: Raw -2764560.607736 + Penalty 4805.064428 = -2759755.543308
  nChanged 61
		SP:Iteration 36Q (18781.890000 sec): 3 clusters
  Score: Raw -2764597.105718 + Penalty 4805.064428 = -2759792.041290
  nChanged 55
		SP:Iteration 37Q (18782.140000 sec): 3 clusters
  Score: Raw -2764634.346021 + Penalty 4805.064428 = -2759829.281593
  nChanged 56
		SP:Iteration 38Q (18782.350000 sec): 3 clusters
  Score: Raw -2764672.764998 + Penalty 4805.064428 = -2759867.700571
  nChanged 47
		SP:Iteration 39Q (18782.650000 sec): 3 clusters
  Score: Raw -2764702.873604 + Penalty 4805.064428 = -2759897.809177
  nChanged 39
		SP:Iteration 40F (18782.920000 sec): 3 clusters
  Score: Raw -2764735.939193 + Penalty 4805.064428 = -2759930.874765
  nChanged 30
		SP:Iteration 41Q (18783.160000 sec): 3 clusters
  Score: Raw -2764759.765662 + Penalty 4805.064428 = -2759954.701235
  nChanged 32
		SP:Iteration 42Q (18783.440000 sec): 3 clusters
  Score: Raw -2764789.077679 + Penalty 4805.064428 = -2759984.013251
  nChanged 35
		SP:Iteration 43Q (18783.690000 sec): 3 clusters
  Score: Raw -2764821.478010 + Penalty 4805.064428 = -2760016.413582
  nChanged 30
		SP:Iteration 44Q (18783.980000 sec): 3 clusters
  Score: Raw -2764847.063369 + Penalty 4805.064428 = -2760041.998941
  nChanged 25
		SP:Iteration 45Q (18784.300000 sec): 3 clusters
  Score: Raw -2764865.118683 + Penalty 4805.064428 = -2760060.054255
  nChanged 14
		SP:Iteration 46Q (18784.540000 sec): 3 clusters
  Score: Raw -2764876.382151 + Penalty 4805.064428 = -2760071.317723
  nChanged 16
		SP:Iteration 47Q (18784.750000 sec): 3 clusters
  Score: Raw -2764888.414452 + Penalty 4805.064428 = -2760083.350024
  nChanged 15
		SP:Iteration 48Q (18785.000000 sec): 3 clusters
  Score: Raw -2764901.723531 + Penalty 4805.064428 = -2760096.659104
  nChanged 18
		SP:Iteration 49Q (18785.300000 sec): 3 clusters
  Score: Raw -2764914.736289 + Penalty 4805.064428 = -2760109.671862
  nChanged 12
		SP:Iteration 50Q (18785.510000 sec): 3 clusters
  Score: Raw -2764924.769310 + Penalty 4805.064428 = -2760119.704882
  nChanged 15
		SP:Iteration 51Q (18785.780000 sec): 3 clusters
  Score: Raw -2764938.529788 + Penalty 4805.064428 = -2760133.465360
  nChanged 9
		SP:Iteration 52Q (18786.000000 sec): 3 clusters
  Score: Raw -2764944.650585 + Penalty 4805.064428 = -2760139.586157
  nChanged 5
		SP:Iteration 53Q (18786.240000 sec): 3 clusters
  Score: Raw -2764948.000205 + Penalty 4805.064428 = -2760142.935777
  nChanged 6
		SP:Iteration 54Q (18786.460000 sec): 3 clusters
  Score: Raw -2764951.508036 + Penalty 4805.064428 = -2760146.443608
  nChanged 3
		SP:Iteration 55Q (18786.700000 sec): 3 clusters
  Score: Raw -2764954.091826 + Penalty 4805.064428 = -2760149.027398
  nChanged 2
		SP:Iteration 56Q (18786.920000 sec): 3 clusters
  Score: Raw -2764955.257440 + Penalty 4805.064428 = -2760150.193013
  nChanged 1
		SP:Iteration 57Q (18787.180000 sec): 3 clusters
  Score: Raw -2764955.510079 + Penalty 4805.064428 = -2760150.445651
  nChanged 0
		SP:Iteration 58F (18787.440000 sec): 3 clusters
  Score: Raw -2764955.510079 + Penalty 4805.064428 = -2760150.445651
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18787.520000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18787.620000 sec): 3 clusters
  Score: Raw -19130.574330 + Penalty 2690.775209 = -16439.799122
  nChanged 30
		SP:Iteration 1F (18787.760000 sec): 3 clusters
  Score: Raw -19278.505793 + Penalty 2690.775209 = -16587.730584
  nChanged 13
		SP:Iteration 2F (18787.850000 sec): 3 clusters
  Score: Raw -19411.551918 + Penalty 2690.775209 = -16720.776710
  nChanged 8
		SP:Iteration 3Q (18788.000000 sec): 3 clusters
  Score: Raw -19496.162853 + Penalty 2690.775209 = -16805.387644
  nChanged 5
		SP:Iteration 4Q (18788.100000 sec): 3 clusters
  Score: Raw -19513.898134 + Penalty 2690.775209 = -16823.122925
  nChanged 1
		SP:Iteration 5Q (18788.240000 sec): 3 clusters
  Score: Raw -19519.462659 + Penalty 2690.775209 = -16828.687450
  nChanged 2
		SP:Iteration 6Q (18788.420000 sec): 3 clusters
  Score: Raw -19529.055443 + Penalty 2690.775209 = -16838.280234
  nChanged 0
		SP:Iteration 7F (18788.520000 sec): 3 clusters
  Score: Raw -19529.055443 + Penalty 2690.775209 = -16838.280234
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18788.570000 sec): 2 clusters
  Score: Raw -23818.097319 + Penalty 1283.685134 = -22534.412185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18788.720000 sec): 3 clusters
  Score: Raw -24090.550895 + Penalty 2567.370267 = -21523.180628
  nChanged 12
		SP:Iteration 1F (18788.810000 sec): 3 clusters
  Score: Raw -24168.099314 + Penalty 2567.370267 = -21600.729047
  nChanged 7
		SP:Iteration 2Q (18788.960000 sec): 3 clusters
  Score: Raw -24199.480073 + Penalty 2567.370267 = -21632.109806
  nChanged 4
		SP:Iteration 3Q (18789.050000 sec): 3 clusters
  Score: Raw -24222.369503 + Penalty 2567.370267 = -21654.999235
  nChanged 0
		SP:Iteration 4F (18789.150000 sec): 3 clusters
  Score: Raw -24222.369503 + Penalty 2567.370267 = -21654.999235
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (55 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18789.240000 sec): 2 clusters
  Score: Raw -6928.565615 + Penalty 993.818630 = -5934.746985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18789.240000 sec): 1 clusters
  Score: Raw 221.394334 + Penalty 0.000000 = 221.394334
  nChanged 55
		SP:Iteration 1F (18789.240000 sec): 1 clusters
  Score: Raw 0.000000 + Penalty 0.000000 = 0.000000
  nChanged 0

 Split failed - leaving alone
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18789.300000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18789.390000 sec): 3 clusters
  Score: Raw -71990.552730 + Penalty 2992.410766 = -68998.141964
  nChanged 61
		SP:Iteration 1F (18789.490000 sec): 3 clusters
  Score: Raw -72126.341192 + Penalty 2992.410766 = -69133.930426
  nChanged 14
		SP:Iteration 2Q (18789.580000 sec): 3 clusters
  Score: Raw -72154.578173 + Penalty 2992.410766 = -69162.167407
  nChanged 5
		SP:Iteration 3Q (18789.680000 sec): 3 clusters
  Score: Raw -72170.928866 + Penalty 2992.410766 = -69178.518100
  nChanged 2
		SP:Iteration 4Q (18789.820000 sec): 3 clusters
  Score: Raw -72174.459521 + Penalty 2992.410766 = -69182.048755
  nChanged 0
		SP:Iteration 5F (18789.920000 sec): 3 clusters
  Score: Raw -72174.459521 + Penalty 2992.410766 = -69182.048755
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18790.100000 sec): 2 clusters
  Score: Raw -3700563.305464 + Penalty 2469.601467 = -3698093.703997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18790.360000 sec): 3 clusters
  Score: Raw -3688319.393892 + Penalty 4939.202933 = -3683380.190958
  nChanged 9303
		SP:Iteration 1F (18790.620000 sec): 3 clusters
  Score: Raw -3693483.287714 + Penalty 4939.202933 = -3688544.084781
  nChanged 1313
		SP:Iteration 2F (18790.900000 sec): 3 clusters
  Score: Raw -3694257.454564 + Penalty 4939.202933 = -3689318.251631
  nChanged 1317
		SP:Iteration 3F (18791.220000 sec): 3 clusters
  Score: Raw -3695121.631452 + Penalty 4939.202933 = -3690182.428518
  nChanged 1366
		SP:Iteration 4F (18791.530000 sec): 3 clusters
  Score: Raw -3696020.651736 + Penalty 4939.202933 = -3691081.448803
  nChanged 1314
		SP:Iteration 5F (18791.820000 sec): 3 clusters
  Score: Raw -3696846.796397 + Penalty 4939.202933 = -3691907.593464
  nChanged 1210
		SP:Iteration 6F (18792.080000 sec): 3 clusters
  Score: Raw -3697489.364234 + Penalty 4939.202933 = -3692550.161301
  nChanged 976
		SP:Iteration 7Q (18792.420000 sec): 3 clusters
  Score: Raw -3697953.576789 + Penalty 4939.202933 = -3693014.373856
  nChanged 864
		SP:Iteration 8Q (18792.740000 sec): 3 clusters
  Score: Raw -3698306.123508 + Penalty 4939.202933 = -3693366.920575
  nChanged 696
		SP:Iteration 9Q (18793.060000 sec): 3 clusters
  Score: Raw -3698564.516416 + Penalty 4939.202933 = -3693625.313483
  nChanged 593
		SP:Iteration 10Q (18793.370000 sec): 3 clusters
  Score: Raw -3698799.462619 + Penalty 4939.202933 = -3693860.259685
  nChanged 556
		SP:Iteration 11Q (18793.660000 sec): 3 clusters
  Score: Raw -3699021.566392 + Penalty 4939.202933 = -3694082.363458
  nChanged 543
		SP:Iteration 12Q (18793.940000 sec): 3 clusters
  Score: Raw -3699240.322347 + Penalty 4939.202933 = -3694301.119414
  nChanged 537
		SP:Iteration 13Q (18794.260000 sec): 3 clusters
  Score: Raw -3699465.355748 + Penalty 4939.202933 = -3694526.152814
  nChanged 534
		SP:Iteration 14Q (18794.540000 sec): 3 clusters
  Score: Raw -3699705.729647 + Penalty 4939.202933 = -3694766.526713
  nChanged 485
		SP:Iteration 15Q (18794.880000 sec): 3 clusters
  Score: Raw -3699923.900413 + Penalty 4939.202933 = -3694984.697479
  nChanged 421
		SP:Iteration 16Q (18795.150000 sec): 3 clusters
  Score: Raw -3700117.190195 + Penalty 4939.202933 = -3695177.987262
  nChanged 364
		SP:Iteration 17Q (18795.450000 sec): 3 clusters
  Score: Raw -3700299.437456 + Penalty 4939.202933 = -3695360.234523
  nChanged 331
		SP:Iteration 18Q (18795.750000 sec): 3 clusters
  Score: Raw -3700470.608925 + Penalty 4939.202933 = -3695531.405991
  nChanged 286
		SP:Iteration 19Q (18796.040000 sec): 3 clusters
  Score: Raw -3700630.691036 + Penalty 4939.202933 = -3695691.488102
  nChanged 246
		SP:Iteration 20F (18796.360000 sec): 3 clusters
  Score: Raw -3700774.372080 + Penalty 4939.202933 = -3695835.169147
  nChanged 198
		SP:Iteration 21Q (18796.680000 sec): 3 clusters
  Score: Raw -3700884.406716 + Penalty 4939.202933 = -3695945.203783
  nChanged 120
		SP:Iteration 22Q (18796.970000 sec): 3 clusters
  Score: Raw -3700945.022784 + Penalty 4939.202933 = -3696005.819851
  nChanged 85
		SP:Iteration 23Q (18797.240000 sec): 3 clusters
  Score: Raw -3700986.144311 + Penalty 4939.202933 = -3696046.941377
  nChanged 68
		SP:Iteration 24Q (18797.550000 sec): 3 clusters
  Score: Raw -3701016.194311 + Penalty 4939.202933 = -3696076.991378
  nChanged 58
		SP:Iteration 25Q (18797.840000 sec): 3 clusters
  Score: Raw -3701040.872660 + Penalty 4939.202933 = -3696101.669726
  nChanged 45
		SP:Iteration 26Q (18798.120000 sec): 3 clusters
  Score: Raw -3701062.687514 + Penalty 4939.202933 = -3696123.484580
  nChanged 46
		SP:Iteration 27Q (18798.440000 sec): 3 clusters
  Score: Raw -3701084.727093 + Penalty 4939.202933 = -3696145.524159
  nChanged 37
		SP:Iteration 28Q (18798.750000 sec): 3 clusters
  Score: Raw -3701104.431672 + Penalty 4939.202933 = -3696165.228739
  nChanged 38
		SP:Iteration 29Q (18799.040000 sec): 3 clusters
  Score: Raw -3701120.509944 + Penalty 4939.202933 = -3696181.307011
  nChanged 25
		SP:Iteration 30Q (18799.310000 sec): 3 clusters
  Score: Raw -3701130.802864 + Penalty 4939.202933 = -3696191.599930
  nChanged 21
		SP:Iteration 31Q (18799.580000 sec): 3 clusters
  Score: Raw -3701138.261355 + Penalty 4939.202933 = -3696199.058422
  nChanged 13
		SP:Iteration 32Q (18799.820000 sec): 3 clusters
  Score: Raw -3701142.936196 + Penalty 4939.202933 = -3696203.733262
  nChanged 16
		SP:Iteration 33Q (18800.110000 sec): 3 clusters
  Score: Raw -3701149.543879 + Penalty 4939.202933 = -3696210.340946
  nChanged 14
		SP:Iteration 34Q (18800.450000 sec): 3 clusters
  Score: Raw -3701156.494471 + Penalty 4939.202933 = -3696217.291538
  nChanged 14
		SP:Iteration 35Q (18800.710000 sec): 3 clusters
  Score: Raw -3701162.810363 + Penalty 4939.202933 = -3696223.607430
  nChanged 16
		SP:Iteration 36Q (18801.040000 sec): 3 clusters
  Score: Raw -3701169.150174 + Penalty 4939.202933 = -3696229.947241
  nChanged 14
		SP:Iteration 37Q (18801.340000 sec): 3 clusters
  Score: Raw -3701173.713938 + Penalty 4939.202933 = -3696234.511004
  nChanged 9
		SP:Iteration 38Q (18801.590000 sec): 3 clusters
  Score: Raw -3701177.057694 + Penalty 4939.202933 = -3696237.854761
  nChanged 6
		SP:Iteration 39Q (18801.870000 sec): 3 clusters
  Score: Raw -3701179.204453 + Penalty 4939.202933 = -3696240.001520
  nChanged 8
		SP:Iteration 40F (18802.190000 sec): 3 clusters
  Score: Raw -3701182.430474 + Penalty 4939.202933 = -3696243.227541
  nChanged 5
		SP:Iteration 41Q (18802.440000 sec): 3 clusters
  Score: Raw -3701184.007772 + Penalty 4939.202933 = -3696244.804839
  nChanged 5
		SP:Iteration 42Q (18802.710000 sec): 3 clusters
  Score: Raw -3701187.016724 + Penalty 4939.202933 = -3696247.813790
  nChanged 6
		SP:Iteration 43Q (18803.050000 sec): 3 clusters
  Score: Raw -3701189.733974 + Penalty 4939.202933 = -3696250.531040
  nChanged 7
		SP:Iteration 44Q (18803.350000 sec): 3 clusters
  Score: Raw -3701192.483247 + Penalty 4939.202933 = -3696253.280314
  nChanged 2
		SP:Iteration 45Q (18803.630000 sec): 3 clusters
  Score: Raw -3701193.286569 + Penalty 4939.202933 = -3696254.083635
  nChanged 4
		SP:Iteration 46Q (18803.930000 sec): 3 clusters
  Score: Raw -3701195.565545 + Penalty 4939.202933 = -3696256.362612
  nChanged 5
		SP:Iteration 47Q (18804.210000 sec): 3 clusters
  Score: Raw -3701198.275617 + Penalty 4939.202933 = -3696259.072684
  nChanged 3
		SP:Iteration 48Q (18804.510000 sec): 3 clusters
  Score: Raw -3701199.059114 + Penalty 4939.202933 = -3696259.856181
  nChanged 2
		SP:Iteration 49Q (18804.820000 sec): 3 clusters
  Score: Raw -3701199.705191 + Penalty 4939.202933 = -3696260.502258
  nChanged 1
		SP:Iteration 50Q (18805.100000 sec): 3 clusters
  Score: Raw -3701200.017104 + Penalty 4939.202933 = -3696260.814170
  nChanged 1
		SP:Iteration 51Q (18805.400000 sec): 3 clusters
  Score: Raw -3701200.218559 + Penalty 4939.202933 = -3696261.015625
  nChanged 0
		SP:Iteration 52F (18805.730000 sec): 3 clusters
  Score: Raw -3701200.218559 + Penalty 4939.202933 = -3696261.015625
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18805.820000 sec): 2 clusters
  Score: Raw -38496.522582 + Penalty 1372.280593 = -37124.241988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18806.030000 sec): 3 clusters
  Score: Raw -38744.135883 + Penalty 2744.561186 = -35999.574696
  nChanged 31
		SP:Iteration 1F (18806.140000 sec): 3 clusters
  Score: Raw -38900.960910 + Penalty 2744.561186 = -36156.399723
  nChanged 10
		SP:Iteration 2Q (18806.280000 sec): 3 clusters
  Score: Raw -38965.955630 + Penalty 2744.561186 = -36221.394444
  nChanged 4
		SP:Iteration 3Q (18806.470000 sec): 3 clusters
  Score: Raw -38986.004721 + Penalty 2744.561186 = -36241.443535
  nChanged 1
		SP:Iteration 4Q (18806.590000 sec): 3 clusters
  Score: Raw -38988.517078 + Penalty 2744.561186 = -36243.955891
  nChanged 0
		SP:Iteration 5F (18806.770000 sec): 3 clusters
  Score: Raw -38988.517078 + Penalty 2744.561186 = -36243.955891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18806.860000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18807.030000 sec): 3 clusters
  Score: Raw -110488.361556 + Penalty 3200.216281 = -107288.145275
  nChanged 125
		SP:Iteration 1F (18807.130000 sec): 3 clusters
  Score: Raw -110709.890389 + Penalty 3200.216281 = -107509.674107
  nChanged 34
		SP:Iteration 2F (18807.270000 sec): 3 clusters
  Score: Raw -110805.713768 + Penalty 3200.216281 = -107605.497486
  nChanged 22
		SP:Iteration 3Q (18807.450000 sec): 3 clusters
  Score: Raw -110869.314500 + Penalty 3200.216281 = -107669.098219
  nChanged 16
		SP:Iteration 4Q (18807.580000 sec): 3 clusters
  Score: Raw -110916.621204 + Penalty 3200.216281 = -107716.404923
  nChanged 21
		SP:Iteration 5Q (18807.720000 sec): 3 clusters
  Score: Raw -110990.388272 + Penalty 3200.216281 = -107790.171991
  nChanged 19
		SP:Iteration 6Q (18807.850000 sec): 3 clusters
  Score: Raw -111033.097892 + Penalty 3200.216281 = -107832.881611
  nChanged 12
		SP:Iteration 7Q (18808.040000 sec): 3 clusters
  Score: Raw -111059.762461 + Penalty 3200.216281 = -107859.546180
  nChanged 13
		SP:Iteration 8Q (18808.200000 sec): 3 clusters
  Score: Raw -111088.483023 + Penalty 3200.216281 = -107888.266742
  nChanged 8
		SP:Iteration 9Q (18808.370000 sec): 3 clusters
  Score: Raw -111116.054976 + Penalty 3200.216281 = -107915.838694
  nChanged 8
		SP:Iteration 10Q (18808.510000 sec): 3 clusters
  Score: Raw -111134.017614 + Penalty 3200.216281 = -107933.801333
  nChanged 5
		SP:Iteration 11Q (18808.680000 sec): 3 clusters
  Score: Raw -111143.189048 + Penalty 3200.216281 = -107942.972767
  nChanged 2
		SP:Iteration 12Q (18808.840000 sec): 3 clusters
  Score: Raw -111147.388340 + Penalty 3200.216281 = -107947.172059
  nChanged 1
		SP:Iteration 13Q (18808.970000 sec): 3 clusters
  Score: Raw -111150.900535 + Penalty 3200.216281 = -107950.684254
  nChanged 1
		SP:Iteration 14Q (18809.100000 sec): 3 clusters
  Score: Raw -111152.238428 + Penalty 3200.216281 = -107952.022147
  nChanged 0
		SP:Iteration 15F (18809.210000 sec): 3 clusters
  Score: Raw -111152.238428 + Penalty 3200.216281 = -107952.022147
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18809.260000 sec): 2 clusters
  Score: Raw -70525.527978 + Penalty 1579.310422 = -68946.217556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18809.420000 sec): 3 clusters
  Score: Raw -70641.427946 + Penalty 3158.620844 = -67482.807101
  nChanged 140
		SP:Iteration 1F (18809.610000 sec): 3 clusters
  Score: Raw -70930.382678 + Penalty 3158.620844 = -67771.761834
  nChanged 47
		SP:Iteration 2F (18809.820000 sec): 3 clusters
  Score: Raw -71065.723641 + Penalty 3158.620844 = -67907.102797
  nChanged 35
		SP:Iteration 3F (18810.010000 sec): 3 clusters
  Score: Raw -71174.573147 + Penalty 3158.620844 = -68015.952303
  nChanged 28
		SP:Iteration 4Q (18810.190000 sec): 3 clusters
  Score: Raw -71298.046458 + Penalty 3158.620844 = -68139.425614
  nChanged 23
		SP:Iteration 5Q (18810.350000 sec): 3 clusters
  Score: Raw -71484.884315 + Penalty 3158.620844 = -68326.263470
  nChanged 18
		SP:Iteration 6Q (18810.500000 sec): 3 clusters
  Score: Raw -71567.234887 + Penalty 3158.620844 = -68408.614042
  nChanged 15
		SP:Iteration 7Q (18810.680000 sec): 3 clusters
  Score: Raw -71621.960627 + Penalty 3158.620844 = -68463.339783
  nChanged 5
		SP:Iteration 8Q (18810.890000 sec): 3 clusters
  Score: Raw -71641.340978 + Penalty 3158.620844 = -68482.720133
  nChanged 3
		SP:Iteration 9Q (18811.060000 sec): 3 clusters
  Score: Raw -71647.623692 + Penalty 3158.620844 = -68489.002847
  nChanged 0
		SP:Iteration 10F (18811.200000 sec): 3 clusters
  Score: Raw -71648.027692 + Penalty 3158.620844 = -68489.406848
  nChanged 1
		SP:Iteration 11Q (18811.340000 sec): 3 clusters
  Score: Raw -71655.918401 + Penalty 3158.620844 = -68497.297557
  nChanged 3
		SP:Iteration 12Q (18811.480000 sec): 3 clusters
  Score: Raw -71669.499974 + Penalty 3158.620844 = -68510.879130
  nChanged 0
		SP:Iteration 13F (18811.650000 sec): 3 clusters
  Score: Raw -71669.499974 + Penalty 3158.620844 = -68510.879130
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18811.700000 sec): 2 clusters
  Score: Raw -29366.609676 + Penalty 1316.450389 = -28050.159287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18811.840000 sec): 3 clusters
  Score: Raw -29660.482823 + Penalty 2632.900778 = -27027.582045
  nChanged 27
		SP:Iteration 1F (18811.970000 sec): 3 clusters
  Score: Raw -29829.764701 + Penalty 2632.900778 = -27196.863923
  nChanged 9
		SP:Iteration 2Q (18812.100000 sec): 3 clusters
  Score: Raw -29897.248008 + Penalty 2632.900778 = -27264.347230
  nChanged 1
		SP:Iteration 3Q (18812.240000 sec): 3 clusters
  Score: Raw -29906.243637 + Penalty 2632.900778 = -27273.342859
  nChanged 0
		SP:Iteration 4F (18812.380000 sec): 3 clusters
  Score: Raw -29906.243637 + Penalty 2632.900778 = -27273.342859
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18812.470000 sec): 2 clusters
  Score: Raw -252437.911138 + Penalty 1823.564316 = -250614.346822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18812.600000 sec): 3 clusters
  Score: Raw -252026.086251 + Penalty 3647.128633 = -248378.957619
  nChanged 495
		SP:Iteration 1F (18812.690000 sec): 3 clusters
  Score: Raw -252901.480287 + Penalty 3647.128633 = -249254.351655
  nChanged 170
		SP:Iteration 2F (18812.850000 sec): 3 clusters
  Score: Raw -253300.388658 + Penalty 3647.128633 = -249653.260025
  nChanged 110
		SP:Iteration 3F (18813.010000 sec): 3 clusters
  Score: Raw -253574.873420 + Penalty 3647.128633 = -249927.744788
  nChanged 74
		SP:Iteration 4Q (18813.170000 sec): 3 clusters
  Score: Raw -253743.759711 + Penalty 3647.128633 = -250096.631078
  nChanged 54
		SP:Iteration 5Q (18813.310000 sec): 3 clusters
  Score: Raw -253856.754998 + Penalty 3647.128633 = -250209.626366
  nChanged 46
		SP:Iteration 6Q (18813.490000 sec): 3 clusters
  Score: Raw -253964.879654 + Penalty 3647.128633 = -250317.751021
  nChanged 43
		SP:Iteration 7Q (18813.640000 sec): 3 clusters
  Score: Raw -254055.953582 + Penalty 3647.128633 = -250408.824949
  nChanged 34
		SP:Iteration 8Q (18813.800000 sec): 3 clusters
  Score: Raw -254101.201550 + Penalty 3647.128633 = -250454.072917
  nChanged 21
		SP:Iteration 9Q (18813.890000 sec): 3 clusters
  Score: Raw -254136.784457 + Penalty 3647.128633 = -250489.655825
  nChanged 20
		SP:Iteration 10Q (18814.010000 sec): 3 clusters
  Score: Raw -254160.344478 + Penalty 3647.128633 = -250513.215846
  nChanged 11
		SP:Iteration 11Q (18814.110000 sec): 3 clusters
  Score: Raw -254176.345435 + Penalty 3647.128633 = -250529.216802
  nChanged 6
		SP:Iteration 12Q (18814.290000 sec): 3 clusters
  Score: Raw -254190.322484 + Penalty 3647.128633 = -250543.193851
  nChanged 6
		SP:Iteration 13Q (18814.460000 sec): 3 clusters
  Score: Raw -254200.812501 + Penalty 3647.128633 = -250553.683869
  nChanged 4
		SP:Iteration 14Q (18814.590000 sec): 3 clusters
  Score: Raw -254206.474024 + Penalty 3647.128633 = -250559.345392
  nChanged 3
		SP:Iteration 15Q (18814.710000 sec): 3 clusters
  Score: Raw -254208.915695 + Penalty 3647.128633 = -250561.787062
  nChanged 0
		SP:Iteration 16F (18814.880000 sec): 3 clusters
  Score: Raw -254208.915695 + Penalty 3647.128633 = -250561.787062
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18814.970000 sec): 2 clusters
  Score: Raw -163487.130539 + Penalty 1705.824964 = -161781.305575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18815.120000 sec): 3 clusters
  Score: Raw -163299.729334 + Penalty 3411.649928 = -159888.079406
  nChanged 255
		SP:Iteration 1F (18815.280000 sec): 3 clusters
  Score: Raw -163578.909336 + Penalty 3411.649928 = -160167.259407
  nChanged 57
		SP:Iteration 2F (18815.440000 sec): 3 clusters
  Score: Raw -163658.670677 + Penalty 3411.649928 = -160247.020748
  nChanged 27
		SP:Iteration 3Q (18815.610000 sec): 3 clusters
  Score: Raw -163694.575159 + Penalty 3411.649928 = -160282.925231
  nChanged 22
		SP:Iteration 4Q (18815.770000 sec): 3 clusters
  Score: Raw -163725.325493 + Penalty 3411.649928 = -160313.675565
  nChanged 11
		SP:Iteration 5Q (18815.930000 sec): 3 clusters
  Score: Raw -163742.837504 + Penalty 3411.649928 = -160331.187576
  nChanged 7
		SP:Iteration 6Q (18816.090000 sec): 3 clusters
  Score: Raw -163753.543685 + Penalty 3411.649928 = -160341.893756
  nChanged 5
		SP:Iteration 7Q (18816.250000 sec): 3 clusters
  Score: Raw -163756.096920 + Penalty 3411.649928 = -160344.446992
  nChanged 1
		SP:Iteration 8Q (18816.410000 sec): 3 clusters
  Score: Raw -163757.399560 + Penalty 3411.649928 = -160345.749632
  nChanged 0
		SP:Iteration 9F (18816.600000 sec): 3 clusters
  Score: Raw -163757.399560 + Penalty 3411.649928 = -160345.749632
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18816.660000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18816.830000 sec): 3 clusters
  Score: Raw -76346.197288 + Penalty 3063.230166 = -73282.967122
  nChanged 83
		SP:Iteration 1F (18817.040000 sec): 3 clusters
  Score: Raw -76530.285056 + Penalty 3063.230166 = -73467.054890
  nChanged 23
		SP:Iteration 2Q (18817.170000 sec): 3 clusters
  Score: Raw -76593.451210 + Penalty 3063.230166 = -73530.221044
  nChanged 11
		SP:Iteration 3Q (18817.350000 sec): 3 clusters
  Score: Raw -76637.944589 + Penalty 3063.230166 = -73574.714423
  nChanged 12
		SP:Iteration 4Q (18817.510000 sec): 3 clusters
  Score: Raw -76684.967922 + Penalty 3063.230166 = -73621.737756
  nChanged 13
		SP:Iteration 5Q (18817.700000 sec): 3 clusters
  Score: Raw -76719.214845 + Penalty 3063.230166 = -73655.984679
  nChanged 7
		SP:Iteration 6Q (18817.810000 sec): 3 clusters
  Score: Raw -76731.882862 + Penalty 3063.230166 = -73668.652696
  nChanged 4
		SP:Iteration 7Q (18817.950000 sec): 3 clusters
  Score: Raw -76740.112306 + Penalty 3063.230166 = -73676.882140
  nChanged 0
		SP:Iteration 8F (18818.120000 sec): 3 clusters
  Score: Raw -76740.112306 + Penalty 3063.230166 = -73676.882140
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18818.170000 sec): 2 clusters
  Score: Raw -39235.944876 + Penalty 1381.894200 = -37854.050676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18818.310000 sec): 3 clusters
  Score: Raw -39374.345302 + Penalty 2763.788400 = -36610.556902
  nChanged 27
		SP:Iteration 1F (18818.440000 sec): 3 clusters
  Score: Raw -39514.718139 + Penalty 2763.788400 = -36750.929739
  nChanged 7
		SP:Iteration 2Q (18818.570000 sec): 3 clusters
  Score: Raw -39557.612164 + Penalty 2763.788400 = -36793.823764
  nChanged 8
		SP:Iteration 3Q (18818.680000 sec): 3 clusters
  Score: Raw -39596.841861 + Penalty 2763.788400 = -36833.053461
  nChanged 6
		SP:Iteration 4Q (18818.810000 sec): 3 clusters
  Score: Raw -39630.959245 + Penalty 2763.788400 = -36867.170845
  nChanged 2
		SP:Iteration 5Q (18818.950000 sec): 3 clusters
  Score: Raw -39659.587287 + Penalty 2763.788400 = -36895.798887
  nChanged 1
		SP:Iteration 6Q (18819.070000 sec): 3 clusters
  Score: Raw -39664.806612 + Penalty 2763.788400 = -36901.018212
  nChanged 0
		SP:Iteration 7F (18819.240000 sec): 3 clusters
  Score: Raw -39664.806612 + Penalty 2763.788400 = -36901.018212
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18819.280000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18819.410000 sec): 3 clusters
  Score: Raw -39924.374994 + Penalty 2769.414169 = -37154.960825
  nChanged 29
		SP:Iteration 1F (18819.540000 sec): 3 clusters
  Score: Raw -40036.201507 + Penalty 2769.414169 = -37266.787338
  nChanged 12
		SP:Iteration 2Q (18819.670000 sec): 3 clusters
  Score: Raw -40088.871526 + Penalty 2769.414169 = -37319.457357
  nChanged 3
		SP:Iteration 3Q (18819.780000 sec): 3 clusters
  Score: Raw -40105.078127 + Penalty 2769.414169 = -37335.663958
  nChanged 0
		SP:Iteration 4F (18819.970000 sec): 3 clusters
  Score: Raw -40105.078127 + Penalty 2769.414169 = -37335.663958
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18820.080000 sec): 2 clusters
  Score: Raw -396104.625132 + Penalty 1929.100277 = -394175.524855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18820.200000 sec): 3 clusters
  Score: Raw -395202.883210 + Penalty 3858.200553 = -391344.682657
  nChanged 787
		SP:Iteration 1F (18820.360000 sec): 3 clusters
  Score: Raw -395848.582958 + Penalty 3858.200553 = -391990.382405
  nChanged 210
		SP:Iteration 2F (18820.510000 sec): 3 clusters
  Score: Raw -396050.880168 + Penalty 3858.200553 = -392192.679615
  nChanged 135
		SP:Iteration 3F (18820.670000 sec): 3 clusters
  Score: Raw -396224.874976 + Penalty 3858.200553 = -392366.674423
  nChanged 131
		SP:Iteration 4F (18820.850000 sec): 3 clusters
  Score: Raw -396392.490365 + Penalty 3858.200553 = -392534.289812
  nChanged 123
		SP:Iteration 5F (18821.000000 sec): 3 clusters
  Score: Raw -396556.724414 + Penalty 3858.200553 = -392698.523860
  nChanged 114
		SP:Iteration 6Q (18821.180000 sec): 3 clusters
  Score: Raw -396708.143611 + Penalty 3858.200553 = -392849.943058
  nChanged 113
		SP:Iteration 7Q (18821.380000 sec): 3 clusters
  Score: Raw -396843.182023 + Penalty 3858.200553 = -392984.981470
  nChanged 78
		SP:Iteration 8Q (18821.530000 sec): 3 clusters
  Score: Raw -396918.436030 + Penalty 3858.200553 = -393060.235477
  nChanged 66
		SP:Iteration 9Q (18821.670000 sec): 3 clusters
  Score: Raw -396990.577516 + Penalty 3858.200553 = -393132.376963
  nChanged 59
		SP:Iteration 10Q (18821.820000 sec): 3 clusters
  Score: Raw -397076.113950 + Penalty 3858.200553 = -393217.913397
  nChanged 69
		SP:Iteration 11Q (18821.990000 sec): 3 clusters
  Score: Raw -397175.863595 + Penalty 3858.200553 = -393317.663042
  nChanged 67
		SP:Iteration 12Q (18822.140000 sec): 3 clusters
  Score: Raw -397255.696695 + Penalty 3858.200553 = -393397.496142
  nChanged 56
		SP:Iteration 13Q (18822.310000 sec): 3 clusters
  Score: Raw -397309.959478 + Penalty 3858.200553 = -393451.758925
  nChanged 31
		SP:Iteration 14Q (18822.500000 sec): 3 clusters
  Score: Raw -397342.588915 + Penalty 3858.200553 = -393484.388362
  nChanged 23
		SP:Iteration 15Q (18822.590000 sec): 3 clusters
  Score: Raw -397370.719520 + Penalty 3858.200553 = -393512.518967
  nChanged 26
		SP:Iteration 16Q (18822.800000 sec): 3 clusters
  Score: Raw -397398.595093 + Penalty 3858.200553 = -393540.394540
  nChanged 26
		SP:Iteration 17Q (18822.960000 sec): 3 clusters
  Score: Raw -397418.975246 + Penalty 3858.200553 = -393560.774692
  nChanged 17
		SP:Iteration 18Q (18823.180000 sec): 3 clusters
  Score: Raw -397440.144836 + Penalty 3858.200553 = -393581.944283
  nChanged 10
		SP:Iteration 19Q (18823.290000 sec): 3 clusters
  Score: Raw -397447.726495 + Penalty 3858.200553 = -393589.525942
  nChanged 12
		SP:Iteration 20F (18823.490000 sec): 3 clusters
  Score: Raw -397456.358391 + Penalty 3858.200553 = -393598.157838
  nChanged 8
		SP:Iteration 21Q (18823.610000 sec): 3 clusters
  Score: Raw -397463.595875 + Penalty 3858.200553 = -393605.395322
  nChanged 11
		SP:Iteration 22Q (18823.710000 sec): 3 clusters
  Score: Raw -397474.576656 + Penalty 3858.200553 = -393616.376102
  nChanged 4
		SP:Iteration 23Q (18823.850000 sec): 3 clusters
  Score: Raw -397476.964413 + Penalty 3858.200553 = -393618.763860
  nChanged 3
		SP:Iteration 24Q (18823.970000 sec): 3 clusters
  Score: Raw -397478.818926 + Penalty 3858.200553 = -393620.618373
  nChanged 3
		SP:Iteration 25Q (18824.110000 sec): 3 clusters
  Score: Raw -397480.345198 + Penalty 3858.200553 = -393622.144645
  nChanged 2
		SP:Iteration 26Q (18824.250000 sec): 3 clusters
  Score: Raw -397481.141684 + Penalty 3858.200553 = -393622.941131
  nChanged 0
		SP:Iteration 27F (18824.420000 sec): 3 clusters
  Score: Raw -397481.141684 + Penalty 3858.200553 = -393622.941131
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18824.510000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18824.650000 sec): 3 clusters
  Score: Raw -77070.266788 + Penalty 3049.640275 = -74020.626514
  nChanged 80
		SP:Iteration 1F (18824.790000 sec): 3 clusters
  Score: Raw -77228.796787 + Penalty 3049.640275 = -74179.156512
  nChanged 19
		SP:Iteration 2Q (18824.900000 sec): 3 clusters
  Score: Raw -77281.694345 + Penalty 3049.640275 = -74232.054070
  nChanged 5
		SP:Iteration 3Q (18825.050000 sec): 3 clusters
  Score: Raw -77293.009010 + Penalty 3049.640275 = -74243.368735
  nChanged 5
		SP:Iteration 4Q (18825.220000 sec): 3 clusters
  Score: Raw -77307.351232 + Penalty 3049.640275 = -74257.710957
  nChanged 2
		SP:Iteration 5Q (18825.300000 sec): 3 clusters
  Score: Raw -77313.026037 + Penalty 3049.640275 = -74263.385762
  nChanged 2
		SP:Iteration 6Q (18825.430000 sec): 3 clusters
  Score: Raw -77316.792011 + Penalty 3049.640275 = -74267.151737
  nChanged 0
		SP:Iteration 7F (18825.570000 sec): 3 clusters
  Score: Raw -77316.792011 + Penalty 3049.640275 = -74267.151737
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18825.680000 sec): 2 clusters
  Score: Raw -652359.840316 + Penalty 2036.851453 = -650322.988863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18825.850000 sec): 3 clusters
  Score: Raw -650719.451930 + Penalty 4073.702906 = -646645.749024
  nChanged 1357
		SP:Iteration 1F (18826.000000 sec): 3 clusters
  Score: Raw -651466.133882 + Penalty 4073.702906 = -647392.430976
  nChanged 258
		SP:Iteration 2F (18826.130000 sec): 3 clusters
  Score: Raw -651635.820733 + Penalty 4073.702906 = -647562.117827
  nChanged 202
		SP:Iteration 3F (18826.320000 sec): 3 clusters
  Score: Raw -651766.618747 + Penalty 4073.702906 = -647692.915841
  nChanged 132
		SP:Iteration 4Q (18826.530000 sec): 3 clusters
  Score: Raw -651875.626488 + Penalty 4073.702906 = -647801.923582
  nChanged 134
		SP:Iteration 5Q (18826.670000 sec): 3 clusters
  Score: Raw -651971.407192 + Penalty 4073.702906 = -647897.704286
  nChanged 117
		SP:Iteration 6Q (18826.850000 sec): 3 clusters
  Score: Raw -652058.518251 + Penalty 4073.702906 = -647984.815345
  nChanged 120
		SP:Iteration 7Q (18827.040000 sec): 3 clusters
  Score: Raw -652150.952440 + Penalty 4073.702906 = -648077.249534
  nChanged 112
		SP:Iteration 8Q (18827.210000 sec): 3 clusters
  Score: Raw -652240.383710 + Penalty 4073.702906 = -648166.680804
  nChanged 115
		SP:Iteration 9Q (18827.360000 sec): 3 clusters
  Score: Raw -652329.503776 + Penalty 4073.702906 = -648255.800870
  nChanged 109
		SP:Iteration 10Q (18827.520000 sec): 3 clusters
  Score: Raw -652416.186723 + Penalty 4073.702906 = -648342.483817
  nChanged 102
		SP:Iteration 11Q (18827.730000 sec): 3 clusters
  Score: Raw -652494.787347 + Penalty 4073.702906 = -648421.084441
  nChanged 101
		SP:Iteration 12Q (18827.890000 sec): 3 clusters
  Score: Raw -652558.945302 + Penalty 4073.702906 = -648485.242396
  nChanged 74
		SP:Iteration 13Q (18828.080000 sec): 3 clusters
  Score: Raw -652603.186641 + Penalty 4073.702906 = -648529.483735
  nChanged 62
		SP:Iteration 14Q (18828.220000 sec): 3 clusters
  Score: Raw -652645.136640 + Penalty 4073.702906 = -648571.433734
  nChanged 63
		SP:Iteration 15Q (18828.390000 sec): 3 clusters
  Score: Raw -652682.510508 + Penalty 4073.702906 = -648608.807602
  nChanged 52
		SP:Iteration 16Q (18828.560000 sec): 3 clusters
  Score: Raw -652716.358288 + Penalty 4073.702906 = -648642.655382
  nChanged 45
		SP:Iteration 17Q (18828.760000 sec): 3 clusters
  Score: Raw -652738.488304 + Penalty 4073.702906 = -648664.785398
  nChanged 40
		SP:Iteration 18Q (18828.870000 sec): 3 clusters
  Score: Raw -652763.176363 + Penalty 4073.702906 = -648689.473457
  nChanged 44
		SP:Iteration 19Q (18829.060000 sec): 3 clusters
  Score: Raw -652784.862715 + Penalty 4073.702906 = -648711.159809
  nChanged 33
		SP:Iteration 20F (18829.210000 sec): 3 clusters
  Score: Raw -652802.661712 + Penalty 4073.702906 = -648728.958806
  nChanged 32
		SP:Iteration 21Q (18829.320000 sec): 3 clusters
  Score: Raw -652818.376047 + Penalty 4073.702906 = -648744.673141
  nChanged 32
		SP:Iteration 22Q (18829.510000 sec): 3 clusters
  Score: Raw -652834.749520 + Penalty 4073.702906 = -648761.046614
  nChanged 31
		SP:Iteration 23Q (18829.700000 sec): 3 clusters
  Score: Raw -652851.913785 + Penalty 4073.702906 = -648778.210879
  nChanged 38
		SP:Iteration 24Q (18829.850000 sec): 3 clusters
  Score: Raw -652872.234269 + Penalty 4073.702906 = -648798.531363
  nChanged 30
		SP:Iteration 25Q (18830.060000 sec): 3 clusters
  Score: Raw -652888.476759 + Penalty 4073.702906 = -648814.773853
  nChanged 27
		SP:Iteration 26Q (18830.170000 sec): 3 clusters
  Score: Raw -652900.916879 + Penalty 4073.702906 = -648827.213973
  nChanged 12
		SP:Iteration 27Q (18830.300000 sec): 3 clusters
  Score: Raw -652905.069859 + Penalty 4073.702906 = -648831.366953
  nChanged 8
		SP:Iteration 28Q (18830.420000 sec): 3 clusters
  Score: Raw -652908.909724 + Penalty 4073.702906 = -648835.206818
  nChanged 7
		SP:Iteration 29Q (18830.550000 sec): 3 clusters
  Score: Raw -652911.696598 + Penalty 4073.702906 = -648837.993692
  nChanged 9
		SP:Iteration 30Q (18830.680000 sec): 3 clusters
  Score: Raw -652914.660977 + Penalty 4073.702906 = -648840.958071
  nChanged 5
		SP:Iteration 31Q (18830.800000 sec): 3 clusters
  Score: Raw -652916.056766 + Penalty 4073.702906 = -648842.353860
  nChanged 4
		SP:Iteration 32Q (18830.930000 sec): 3 clusters
  Score: Raw -652917.310416 + Penalty 4073.702906 = -648843.607510
  nChanged 4
		SP:Iteration 33Q (18831.060000 sec): 3 clusters
  Score: Raw -652918.209468 + Penalty 4073.702906 = -648844.506562
  nChanged 2
		SP:Iteration 34Q (18831.190000 sec): 3 clusters
  Score: Raw -652918.890202 + Penalty 4073.702906 = -648845.187296
  nChanged 1
		SP:Iteration 35Q (18831.320000 sec): 3 clusters
  Score: Raw -652919.281130 + Penalty 4073.702906 = -648845.578224
  nChanged 0
		SP:Iteration 36F (18831.450000 sec): 3 clusters
  Score: Raw -652919.281130 + Penalty 4073.702906 = -648845.578224
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18831.520000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18831.680000 sec): 3 clusters
  Score: Raw -191879.216109 + Penalty 3495.568542 = -188383.647567
  nChanged 295
		SP:Iteration 1F (18831.860000 sec): 3 clusters
  Score: Raw -192142.821140 + Penalty 3495.568542 = -188647.252598
  nChanged 58
		SP:Iteration 2F (18832.040000 sec): 3 clusters
  Score: Raw -192223.328579 + Penalty 3495.568542 = -188727.760037
  nChanged 41
		SP:Iteration 3Q (18832.250000 sec): 3 clusters
  Score: Raw -192275.560283 + Penalty 3495.568542 = -188779.991741
  nChanged 33
		SP:Iteration 4Q (18832.400000 sec): 3 clusters
  Score: Raw -192321.215560 + Penalty 3495.568542 = -188825.647018
  nChanged 34
		SP:Iteration 5Q (18832.580000 sec): 3 clusters
  Score: Raw -192366.059644 + Penalty 3495.568542 = -188870.491102
  nChanged 20
		SP:Iteration 6Q (18832.750000 sec): 3 clusters
  Score: Raw -192394.565852 + Penalty 3495.568542 = -188898.997311
  nChanged 12
		SP:Iteration 7Q (18832.910000 sec): 3 clusters
  Score: Raw -192403.437961 + Penalty 3495.568542 = -188907.869419
  nChanged 9
		SP:Iteration 8Q (18833.120000 sec): 3 clusters
  Score: Raw -192410.896939 + Penalty 3495.568542 = -188915.328397
  nChanged 7
		SP:Iteration 9Q (18833.280000 sec): 3 clusters
  Score: Raw -192417.778860 + Penalty 3495.568542 = -188922.210318
  nChanged 6
		SP:Iteration 10Q (18833.450000 sec): 3 clusters
  Score: Raw -192423.561013 + Penalty 3495.568542 = -188927.992471
  nChanged 6
		SP:Iteration 11Q (18833.580000 sec): 3 clusters
  Score: Raw -192428.868783 + Penalty 3495.568542 = -188933.300241
  nChanged 5
		SP:Iteration 12Q (18833.760000 sec): 3 clusters
  Score: Raw -192433.480721 + Penalty 3495.568542 = -188937.912179
  nChanged 2
		SP:Iteration 13Q (18833.920000 sec): 3 clusters
  Score: Raw -192437.464460 + Penalty 3495.568542 = -188941.895918
  nChanged 4
		SP:Iteration 14Q (18834.090000 sec): 3 clusters
  Score: Raw -192443.047675 + Penalty 3495.568542 = -188947.479133
  nChanged 5
		SP:Iteration 15Q (18834.270000 sec): 3 clusters
  Score: Raw -192446.890870 + Penalty 3495.568542 = -188951.322328
  nChanged 2
		SP:Iteration 16Q (18834.440000 sec): 3 clusters
  Score: Raw -192448.648063 + Penalty 3495.568542 = -188953.079522
  nChanged 3
		SP:Iteration 17Q (18834.530000 sec): 3 clusters
  Score: Raw -192453.978986 + Penalty 3495.568542 = -188958.410444
  nChanged 2
		SP:Iteration 18Q (18834.680000 sec): 3 clusters
  Score: Raw -192456.797366 + Penalty 3495.568542 = -188961.228825
  nChanged 2
		SP:Iteration 19Q (18834.870000 sec): 3 clusters
  Score: Raw -192459.232847 + Penalty 3495.568542 = -188963.664306
  nChanged 2
		SP:Iteration 20F (18835.080000 sec): 3 clusters
  Score: Raw -192461.297428 + Penalty 3495.568542 = -188965.728886
  nChanged 2
		SP:Iteration 21Q (18835.300000 sec): 3 clusters
  Score: Raw -192462.468014 + Penalty 3495.568542 = -188966.899472
  nChanged 0
		SP:Iteration 22F (18835.440000 sec): 3 clusters
  Score: Raw -192462.468014 + Penalty 3495.568542 = -188966.899472
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18835.510000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18835.640000 sec): 3 clusters
  Score: Raw -20991.335463 + Penalty 2458.090221 = -18533.245242
  nChanged 7
		SP:Iteration 1Q (18835.840000 sec): 3 clusters
  Score: Raw -21040.487926 + Penalty 2458.090221 = -18582.397705
  nChanged 4
		SP:Iteration 2Q (18836.000000 sec): 3 clusters
  Score: Raw -21079.418660 + Penalty 2458.090221 = -18621.328439
  nChanged 3
		SP:Iteration 3Q (18836.120000 sec): 3 clusters
  Score: Raw -21100.299556 + Penalty 2458.090221 = -18642.209335
  nChanged 1
		SP:Iteration 4Q (18836.250000 sec): 3 clusters
  Score: Raw -21112.257597 + Penalty 2458.090221 = -18654.167376
  nChanged 1
		SP:Iteration 5Q (18836.420000 sec): 3 clusters
  Score: Raw -21118.228347 + Penalty 2458.090221 = -18660.138126
  nChanged 1
		SP:Iteration 6Q (18836.540000 sec): 3 clusters
  Score: Raw -21123.527963 + Penalty 2458.090221 = -18665.437742
  nChanged 1
		SP:Iteration 7Q (18836.720000 sec): 3 clusters
  Score: Raw -21129.705504 + Penalty 2458.090221 = -18671.615283
  nChanged 0
		SP:Iteration 8F (18836.850000 sec): 3 clusters
  Score: Raw -21129.705504 + Penalty 2458.090221 = -18671.615283
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18836.920000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18837.150000 sec): 3 clusters
  Score: Raw -52788.899744 + Penalty 2857.977486 = -49930.922258
  nChanged 30
		SP:Iteration 1F (18837.290000 sec): 3 clusters
  Score: Raw -52874.675906 + Penalty 2857.977486 = -50016.698420
  nChanged 8
		SP:Iteration 2Q (18837.490000 sec): 3 clusters
  Score: Raw -52895.620224 + Penalty 2857.977486 = -50037.642738
  nChanged 1
		SP:Iteration 3Q (18837.630000 sec): 3 clusters
  Score: Raw -52911.062082 + Penalty 2857.977486 = -50053.084596
  nChanged 1
		SP:Iteration 4Q (18837.840000 sec): 3 clusters
  Score: Raw -52914.530578 + Penalty 2857.977486 = -50056.553093
  nChanged 1
		SP:Iteration 5Q (18838.000000 sec): 3 clusters
  Score: Raw -52920.810676 + Penalty 2857.977486 = -50062.833190
  nChanged 1
		SP:Iteration 6Q (18838.140000 sec): 3 clusters
  Score: Raw -52923.592820 + Penalty 2857.977486 = -50065.615334
  nChanged 0
		SP:Iteration 7F (18838.280000 sec): 3 clusters
  Score: Raw -52923.592820 + Penalty 2857.977486 = -50065.615334
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18838.330000 sec): 2 clusters
  Score: Raw -20381.517312 + Penalty 1266.274478 = -19115.242834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18838.470000 sec): 3 clusters
  Score: Raw -20879.159137 + Penalty 2532.548955 = -18346.610182
  nChanged 34
		SP:Iteration 1F (18838.560000 sec): 3 clusters
  Score: Raw -21178.140761 + Penalty 2532.548955 = -18645.591806
  nChanged 14
		SP:Iteration 2F (18838.710000 sec): 3 clusters
  Score: Raw -21360.153448 + Penalty 2532.548955 = -18827.604493
  nChanged 6
		SP:Iteration 3Q (18838.840000 sec): 3 clusters
  Score: Raw -21475.031054 + Penalty 2532.548955 = -18942.482099
  nChanged 1
		SP:Iteration 4Q (18839.010000 sec): 3 clusters
  Score: Raw -21499.718307 + Penalty 2532.548955 = -18967.169352
  nChanged 2
		SP:Iteration 5Q (18839.220000 sec): 3 clusters
  Score: Raw -21658.153563 + Penalty 2532.548955 = -19125.604608
  nChanged 1
		SP:Iteration 6Q (18839.360000 sec): 3 clusters
  Score: Raw -21680.130740 + Penalty 2532.548955 = -19147.581785
  nChanged 0
		SP:Iteration 7F (18839.480000 sec): 3 clusters
  Score: Raw -21686.155444 + Penalty 2532.548955 = -19153.606489
  nChanged 1
		SP:Iteration 8Q (18839.670000 sec): 3 clusters
  Score: Raw -21723.192391 + Penalty 2532.548955 = -19190.643435
  nChanged 0
		SP:Iteration 9F (18839.820000 sec): 3 clusters
  Score: Raw -21723.192391 + Penalty 2532.548955 = -19190.643435
  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 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18839.920000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18840.050000 sec): 3 clusters
  Score: Raw -95302.527413 + Penalty 3168.726457 = -92133.800956
  nChanged 121
		SP:Iteration 1F (18840.170000 sec): 3 clusters
  Score: Raw -95544.783293 + Penalty 3168.726457 = -92376.056836
  nChanged 43
		SP:Iteration 2F (18840.280000 sec): 3 clusters
  Score: Raw -95636.047666 + Penalty 3168.726457 = -92467.321209
  nChanged 15
		SP:Iteration 3Q (18840.410000 sec): 3 clusters
  Score: Raw -95674.747914 + Penalty 3168.726457 = -92506.021457
  nChanged 10
		SP:Iteration 4Q (18840.540000 sec): 3 clusters
  Score: Raw -95716.725991 + Penalty 3168.726457 = -92547.999534
  nChanged 9
		SP:Iteration 5Q (18840.660000 sec): 3 clusters
  Score: Raw -95753.029600 + Penalty 3168.726457 = -92584.303142
  nChanged 9
		SP:Iteration 6Q (18840.810000 sec): 3 clusters
  Score: Raw -95775.199679 + Penalty 3168.726457 = -92606.473222
  nChanged 8
		SP:Iteration 7Q (18840.950000 sec): 3 clusters
  Score: Raw -95796.804550 + Penalty 3168.726457 = -92628.078093
  nChanged 6
		SP:Iteration 8Q (18841.080000 sec): 3 clusters
  Score: Raw -95808.339985 + Penalty 3168.726457 = -92639.613528
  nChanged 3
		SP:Iteration 9Q (18841.210000 sec): 3 clusters
  Score: Raw -95822.698209 + Penalty 3168.726457 = -92653.971752
  nChanged 3
		SP:Iteration 10Q (18841.340000 sec): 3 clusters
  Score: Raw -95838.772682 + Penalty 3168.726457 = -92670.046225
  nChanged 2
		SP:Iteration 11Q (18841.480000 sec): 3 clusters
  Score: Raw -95843.563116 + Penalty 3168.726457 = -92674.836659
  nChanged 1
		SP:Iteration 12Q (18841.620000 sec): 3 clusters
  Score: Raw -95846.245616 + Penalty 3168.726457 = -92677.519159
  nChanged 0
		SP:Iteration 13F (18841.750000 sec): 3 clusters
  Score: Raw -95846.245616 + Penalty 3168.726457 = -92677.519159
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18841.820000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18842.000000 sec): 3 clusters
  Score: Raw -43715.405879 + Penalty 2787.718829 = -40927.687049
  nChanged 40
		SP:Iteration 1F (18842.140000 sec): 3 clusters
  Score: Raw -43825.124297 + Penalty 2787.718829 = -41037.405467
  nChanged 10
		SP:Iteration 2Q (18842.250000 sec): 3 clusters
  Score: Raw -43880.985546 + Penalty 2787.718829 = -41093.266717
  nChanged 4
		SP:Iteration 3Q (18842.400000 sec): 3 clusters
  Score: Raw -43894.682472 + Penalty 2787.718829 = -41106.963643
  nChanged 3
		SP:Iteration 4Q (18842.590000 sec): 3 clusters
  Score: Raw -43902.103409 + Penalty 2787.718829 = -41114.384580
  nChanged 0
		SP:Iteration 5F (18842.690000 sec): 3 clusters
  Score: Raw -43902.103409 + Penalty 2787.718829 = -41114.384580
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18842.740000 sec): 2 clusters
  Score: Raw -49231.513091 + Penalty 1466.548745 = -47764.964345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18842.930000 sec): 3 clusters
  Score: Raw -49631.127688 + Penalty 2933.097491 = -46698.030197
  nChanged 93
		SP:Iteration 1F (18843.020000 sec): 3 clusters
  Score: Raw -49872.495471 + Penalty 2933.097491 = -46939.397980
  nChanged 29
		SP:Iteration 2F (18843.160000 sec): 3 clusters
  Score: Raw -49951.592664 + Penalty 2933.097491 = -47018.495173
  nChanged 19
		SP:Iteration 3F (18843.310000 sec): 3 clusters
  Score: Raw -50005.359432 + Penalty 2933.097491 = -47072.261941
  nChanged 16
		SP:Iteration 4Q (18843.440000 sec): 3 clusters
  Score: Raw -50068.903461 + Penalty 2933.097491 = -47135.805970
  nChanged 11
		SP:Iteration 5Q (18843.600000 sec): 3 clusters
  Score: Raw -50111.965479 + Penalty 2933.097491 = -47178.867988
  nChanged 8
		SP:Iteration 6Q (18843.760000 sec): 3 clusters
  Score: Raw -50148.105661 + Penalty 2933.097491 = -47215.008170
  nChanged 5
		SP:Iteration 7Q (18843.920000 sec): 3 clusters
  Score: Raw -50169.478500 + Penalty 2933.097491 = -47236.381010
  nChanged 1
		SP:Iteration 8Q (18844.080000 sec): 3 clusters
  Score: Raw -50171.658184 + Penalty 2933.097491 = -47238.560694
  nChanged 1
		SP:Iteration 9Q (18844.240000 sec): 3 clusters
  Score: Raw -50182.904582 + Penalty 2933.097491 = -47249.807091
  nChanged 2
		SP:Iteration 10Q (18844.400000 sec): 3 clusters
  Score: Raw -50200.367759 + Penalty 2933.097491 = -47267.270268
  nChanged 2
		SP:Iteration 11Q (18844.550000 sec): 3 clusters
  Score: Raw -50211.763674 + Penalty 2933.097491 = -47278.666183
  nChanged 0
		SP:Iteration 12F (18844.710000 sec): 3 clusters
  Score: Raw -50211.763674 + Penalty 2933.097491 = -47278.666183
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (18844.790000 sec): 2 clusters
  Score: Raw -84642.320420 + Penalty 1584.363229 = -83057.957191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (18844.950000 sec): 3 clusters
  Score: Raw -84648.385168 + Penalty 3168.726457 = -81479.658711
  nChanged 126
		SP:Iteration 1F (18845.110000 sec): 3 clusters
  Score: Raw -84919.427000 + Penalty 3168.726457 = -81750.700543
  nChanged 46
		SP:Iteration 2F (18845.250000 sec): 3 clusters
  Score: Raw -85058.416550 + Penalty 3168.726457 = -81889.690093
  nChanged 32
		SP:Iteration 3F (18845.410000 sec): 3 clusters
  Score: Raw -85170.811016 + Penalty 3168.726457 = -82002.084559
  nChanged 24
		SP:Iteration 4Q (18845.630000 sec): 3 clusters
  Score: Raw -85290.757886 + Penalty 3168.726457 = -82122.031429
  nChanged 25
		SP:Iteration 5Q (18845.760000 sec): 3 clusters
  Score: Raw -85416.879390 + Penalty 3168.726457 = -82248.152933
  nChanged 22
		SP:Iteration 6Q (18845.960000 sec): 3 clusters
  Score: Raw -85509.453049 + Penalty 3168.726457 = -82340.726592
  nChanged 17
		SP:Iteration 7Q (18846.090000 sec): 3 clusters
  Score: Raw -85585.200026 + Penalty 3168.726457 = -82416.473569
  nChanged 17
		SP:Iteration 8Q (18846.290000 sec): 3 clusters
  Score: Raw -85687.876181 + Penalty 3168.726457 = -82519.149724
  nChanged 14
		SP:Iteration 9Q (18846.500000 sec): 3 clusters
  Score: Raw -85759.897791 + Penalty 3168.726457 = -82591.171334
  nChanged 16
		SP:Iteration 10Q (18846.620000 sec): 3 clusters
  Score: Raw -85855.042420 + Penalty 3168.726457 = -82686.315963
  nChanged 15
		SP:Iteration 11Q (18846.780000 sec): 3 clusters
  Score: Raw -85916.804611 + Penalty 3168.726457 = -82748.078154
  nChanged 7
		SP:Iteration 12Q (18846.970000 sec): 3 clusters
  Score: Raw -85944.433908 + Penalty 3168.726457 = -82775.707450
  nChanged 7
		SP:Iteration 13Q (18847.180000 sec): 3 clusters
  Score: Raw -85974.752007 + Penalty 3168.726457 = -82806.025550
  nChanged 6
		SP:Iteration 14Q (18847.340000 sec): 3 clusters
  Score: Raw -86006.631579 + Penalty 3168.726457 = -82837.905122
  nChanged 6
		SP:Iteration 15Q (18847.510000 sec): 3 clusters
  Score: Raw -86037.178554 + Penalty 3168.726457 = -82868.452097
  nChanged 7
		SP:Iteration 16Q (18847.640000 sec): 3 clusters
  Score: Raw -86067.675690 + Penalty 3168.726457 = -82898.949233
  nChanged 7
		SP:Iteration 17Q (18847.770000 sec): 3 clusters
  Score: Raw -86100.537692 + Penalty 3168.726457 = -82931.811235
  nChanged 8
		SP:Iteration 18Q (18847.910000 sec): 3 clusters
  Score: Raw -86135.011951 + Penalty 3168.726457 = -82966.285494
  nChanged 2
		SP:Iteration 19Q (18848.010000 sec): 3 clusters
  Score: Raw -86140.361993 + Penalty 3168.726457 = -82971.635536
  nChanged 2
		SP:Iteration 20F (18848.220000 sec): 3 clusters
  Score: Raw -86146.991803 + Penalty 3168.726457 = -82978.265346
  nChanged 1
		SP:Iteration 21Q (18848.350000 sec): 3 clusters
  Score: Raw -86151.054610 + Penalty 3168.726457 = -82982.328153
  nChanged 0
		SP:Iteration 22F (18848.480000 sec): 3 clusters
  Score: Raw -86151.054610 + Penalty 3168.726457 = -82982.328153
  nChanged 0
Deleting Class 54 (41 points): Lose 2738.700434 but Gain 3262.464713
Iteration 297F (18928.640000 sec): 59 clusters
  Score: Raw -91392614.708417 + Penalty 189222.953371 = -91203391.755045
  nChanged 45
Iteration 298F (19009.610000 sec): 59 clusters
  Score: Raw -91393674.459088 + Penalty 189222.953371 = -91204451.505717
  nChanged 8
Writing temp clu file 
Because OldScore, -91203391.755045, is greater than current (better) Score,-91204451.505717 
 Compute initial score before splitting:   Score: Raw -91393674.459088 + Penalty 189222.953371 = -91204451.505717
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19009.920000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19010.060000 sec): 3 clusters
  Score: Raw -47349.185227 + Penalty 2933.097491 = -44416.087737
  nChanged 58
		SP:Iteration 1F (19010.190000 sec): 3 clusters
  Score: Raw -47568.826889 + Penalty 2933.097491 = -44635.729398
  nChanged 33
		SP:Iteration 2F (19010.410000 sec): 3 clusters
  Score: Raw -47707.753238 + Penalty 2933.097491 = -44774.655747
  nChanged 16
		SP:Iteration 3Q (19010.540000 sec): 3 clusters
  Score: Raw -47811.358256 + Penalty 2933.097491 = -44878.260765
  nChanged 8
		SP:Iteration 4Q (19010.660000 sec): 3 clusters
  Score: Raw -47841.902535 + Penalty 2933.097491 = -44908.805044
  nChanged 3
		SP:Iteration 5Q (19010.790000 sec): 3 clusters
  Score: Raw -47851.589211 + Penalty 2933.097491 = -44918.491720
  nChanged 3
		SP:Iteration 6Q (19010.990000 sec): 3 clusters
  Score: Raw -47864.247647 + Penalty 2933.097491 = -44931.150157
  nChanged 4
		SP:Iteration 7Q (19011.140000 sec): 3 clusters
  Score: Raw -47882.869180 + Penalty 2933.097491 = -44949.771689
  nChanged 5
		SP:Iteration 8Q (19011.260000 sec): 3 clusters
  Score: Raw -47918.792646 + Penalty 2933.097491 = -44985.695155
  nChanged 4
		SP:Iteration 9Q (19011.390000 sec): 3 clusters
  Score: Raw -47930.852114 + Penalty 2933.097491 = -44997.754624
  nChanged 1
		SP:Iteration 10Q (19011.520000 sec): 3 clusters
  Score: Raw -47939.283791 + Penalty 2933.097491 = -45006.186301
  nChanged 1
		SP:Iteration 11Q (19011.640000 sec): 3 clusters
  Score: Raw -47941.788156 + Penalty 2933.097491 = -45008.690665
  nChanged 0
		SP:Iteration 12F (19011.780000 sec): 3 clusters
  Score: Raw -47941.788156 + Penalty 2933.097491 = -45008.690665
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19011.830000 sec): 2 clusters
  Score: Raw -77469.944767 + Penalty 1532.644130 = -75937.300637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19012.020000 sec): 3 clusters
  Score: Raw -77591.797151 + Penalty 3065.288260 = -74526.508891
  nChanged 83
		SP:Iteration 1F (19012.220000 sec): 3 clusters
  Score: Raw -77775.054884 + Penalty 3065.288260 = -74709.766624
  nChanged 29
		SP:Iteration 2F (19012.420000 sec): 3 clusters
  Score: Raw -77850.706210 + Penalty 3065.288260 = -74785.417950
  nChanged 14
		SP:Iteration 3Q (19012.560000 sec): 3 clusters
  Score: Raw -77882.765452 + Penalty 3065.288260 = -74817.477192
  nChanged 10
		SP:Iteration 4Q (19012.710000 sec): 3 clusters
  Score: Raw -77901.235833 + Penalty 3065.288260 = -74835.947572
  nChanged 7
		SP:Iteration 5Q (19012.840000 sec): 3 clusters
  Score: Raw -77920.556333 + Penalty 3065.288260 = -74855.268073
  nChanged 7
		SP:Iteration 6Q (19013.050000 sec): 3 clusters
  Score: Raw -77935.246289 + Penalty 3065.288260 = -74869.958029
  nChanged 7
		SP:Iteration 7Q (19013.270000 sec): 3 clusters
  Score: Raw -77948.051623 + Penalty 3065.288260 = -74882.763363
  nChanged 7
		SP:Iteration 8Q (19013.460000 sec): 3 clusters
  Score: Raw -77973.914176 + Penalty 3065.288260 = -74908.625916
  nChanged 8
		SP:Iteration 9Q (19013.660000 sec): 3 clusters
  Score: Raw -78015.838718 + Penalty 3065.288260 = -74950.550458
  nChanged 4
		SP:Iteration 10Q (19013.840000 sec): 3 clusters
  Score: Raw -78035.140907 + Penalty 3065.288260 = -74969.852647
  nChanged 4
		SP:Iteration 11Q (19014.080000 sec): 3 clusters
  Score: Raw -78045.915391 + Penalty 3065.288260 = -74980.627131
  nChanged 2
		SP:Iteration 12Q (19014.270000 sec): 3 clusters
  Score: Raw -78057.595153 + Penalty 3065.288260 = -74992.306893
  nChanged 0
		SP:Iteration 13F (19014.400000 sec): 3 clusters
  Score: Raw -78057.595153 + Penalty 3065.288260 = -74992.306893
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19014.500000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19014.690000 sec): 3 clusters
  Score: Raw -221707.614609 + Penalty 3514.607126 = -218193.007482
  nChanged 313
		SP:Iteration 1F (19014.820000 sec): 3 clusters
  Score: Raw -222014.852226 + Penalty 3514.607126 = -218500.245100
  nChanged 89
		SP:Iteration 2F (19014.960000 sec): 3 clusters
  Score: Raw -222130.576371 + Penalty 3514.607126 = -218615.969245
  nChanged 55
		SP:Iteration 3Q (19015.100000 sec): 3 clusters
  Score: Raw -222193.846879 + Penalty 3514.607126 = -218679.239752
  nChanged 23
		SP:Iteration 4Q (19015.230000 sec): 3 clusters
  Score: Raw -222219.371155 + Penalty 3514.607126 = -218704.764028
  nChanged 11
		SP:Iteration 5Q (19015.380000 sec): 3 clusters
  Score: Raw -222231.358235 + Penalty 3514.607126 = -218716.751109
  nChanged 11
		SP:Iteration 6Q (19015.520000 sec): 3 clusters
  Score: Raw -222241.351938 + Penalty 3514.607126 = -218726.744812
  nChanged 8
		SP:Iteration 7Q (19015.650000 sec): 3 clusters
  Score: Raw -222248.382666 + Penalty 3514.607126 = -218733.775539
  nChanged 4
		SP:Iteration 8Q (19015.760000 sec): 3 clusters
  Score: Raw -222254.076714 + Penalty 3514.607126 = -218739.469587
  nChanged 4
		SP:Iteration 9Q (19015.920000 sec): 3 clusters
  Score: Raw -222257.035973 + Penalty 3514.607126 = -218742.428847
  nChanged 2
		SP:Iteration 10Q (19016.100000 sec): 3 clusters
  Score: Raw -222258.686971 + Penalty 3514.607126 = -218744.079845
  nChanged 1
		SP:Iteration 11Q (19016.260000 sec): 3 clusters
  Score: Raw -222259.345974 + Penalty 3514.607126 = -218744.738847
  nChanged 1
		SP:Iteration 12Q (19016.460000 sec): 3 clusters
  Score: Raw -222259.995185 + Penalty 3514.607126 = -218745.388059
  nChanged 0
		SP:Iteration 13F (19016.610000 sec): 3 clusters
  Score: Raw -222259.995185 + Penalty 3514.607126 = -218745.388059
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19016.700000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19016.820000 sec): 3 clusters
  Score: Raw -27111.109864 + Penalty 2547.356025 = -24563.753839
  nChanged 6
		SP:Iteration 1Q (19016.960000 sec): 3 clusters
  Score: Raw -27157.444643 + Penalty 2547.356025 = -24610.088619
  nChanged 2
		SP:Iteration 2Q (19017.170000 sec): 3 clusters
  Score: Raw -27169.979922 + Penalty 2547.356025 = -24622.623898
  nChanged 0
		SP:Iteration 3F (19017.340000 sec): 3 clusters
  Score: Raw -27169.979922 + Penalty 2547.356025 = -24622.623898
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19017.500000 sec): 2 clusters
  Score: Raw -907448.131546 + Penalty 2118.919402 = -905329.212144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19017.720000 sec): 3 clusters
  Score: Raw -904896.919993 + Penalty 4237.838803 = -900659.081190
  nChanged 2004
		SP:Iteration 1F (19017.910000 sec): 3 clusters
  Score: Raw -906046.856056 + Penalty 4237.838803 = -901809.017253
  nChanged 378
		SP:Iteration 2F (19018.080000 sec): 3 clusters
  Score: Raw -906267.289031 + Penalty 4237.838803 = -902029.450228
  nChanged 275
		SP:Iteration 3F (19018.220000 sec): 3 clusters
  Score: Raw -906413.780493 + Penalty 4237.838803 = -902175.941690
  nChanged 180
		SP:Iteration 4Q (19018.410000 sec): 3 clusters
  Score: Raw -906509.028160 + Penalty 4237.838803 = -902271.189357
  nChanged 169
		SP:Iteration 5Q (19018.600000 sec): 3 clusters
  Score: Raw -906600.673853 + Penalty 4237.838803 = -902362.835050
  nChanged 140
		SP:Iteration 6Q (19018.790000 sec): 3 clusters
  Score: Raw -906694.680487 + Penalty 4237.838803 = -902456.841684
  nChanged 159
		SP:Iteration 7Q (19018.980000 sec): 3 clusters
  Score: Raw -906819.087138 + Penalty 4237.838803 = -902581.248334
  nChanged 161
		SP:Iteration 8Q (19019.160000 sec): 3 clusters
  Score: Raw -906938.292512 + Penalty 4237.838803 = -902700.453709
  nChanged 146
		SP:Iteration 9Q (19019.390000 sec): 3 clusters
  Score: Raw -907031.259173 + Penalty 4237.838803 = -902793.420370
  nChanged 115
		SP:Iteration 10Q (19019.650000 sec): 3 clusters
  Score: Raw -907094.228034 + Penalty 4237.838803 = -902856.389230
  nChanged 96
		SP:Iteration 11Q (19019.910000 sec): 3 clusters
  Score: Raw -907148.385293 + Penalty 4237.838803 = -902910.546490
  nChanged 110
		SP:Iteration 12Q (19020.140000 sec): 3 clusters
  Score: Raw -907199.536229 + Penalty 4237.838803 = -902961.697426
  nChanged 95
		SP:Iteration 13Q (19020.380000 sec): 3 clusters
  Score: Raw -907242.141776 + Penalty 4237.838803 = -903004.302972
  nChanged 72
		SP:Iteration 14Q (19020.640000 sec): 3 clusters
  Score: Raw -907276.002532 + Penalty 4237.838803 = -903038.163729
  nChanged 60
		SP:Iteration 15Q (19020.840000 sec): 3 clusters
  Score: Raw -907303.607435 + Penalty 4237.838803 = -903065.768632
  nChanged 68
		SP:Iteration 16Q (19021.040000 sec): 3 clusters
  Score: Raw -907331.441205 + Penalty 4237.838803 = -903093.602402
  nChanged 61
		SP:Iteration 17Q (19021.220000 sec): 3 clusters
  Score: Raw -907360.882099 + Penalty 4237.838803 = -903123.043296
  nChanged 71
		SP:Iteration 18Q (19021.460000 sec): 3 clusters
  Score: Raw -907403.093216 + Penalty 4237.838803 = -903165.254412
  nChanged 73
		SP:Iteration 19Q (19021.670000 sec): 3 clusters
  Score: Raw -907448.949253 + Penalty 4237.838803 = -903211.110449
  nChanged 87
		SP:Iteration 20F (19021.850000 sec): 3 clusters
  Score: Raw -907496.482520 + Penalty 4237.838803 = -903258.643717
  nChanged 83
		SP:Iteration 21Q (19022.040000 sec): 3 clusters
  Score: Raw -907547.901442 + Penalty 4237.838803 = -903310.062639
  nChanged 110
		SP:Iteration 22Q (19022.230000 sec): 3 clusters
  Score: Raw -907624.973297 + Penalty 4237.838803 = -903387.134494
  nChanged 108
		SP:Iteration 23Q (19022.440000 sec): 3 clusters
  Score: Raw -907693.659000 + Penalty 4237.838803 = -903455.820197
  nChanged 112
		SP:Iteration 24Q (19022.690000 sec): 3 clusters
  Score: Raw -907771.741846 + Penalty 4237.838803 = -903533.903043
  nChanged 105
		SP:Iteration 25Q (19022.930000 sec): 3 clusters
  Score: Raw -907841.458120 + Penalty 4237.838803 = -903603.619317
  nChanged 110
		SP:Iteration 26Q (19023.160000 sec): 3 clusters
  Score: Raw -907911.961564 + Penalty 4237.838803 = -903674.122761
  nChanged 110
		SP:Iteration 27Q (19023.350000 sec): 3 clusters
  Score: Raw -907987.886191 + Penalty 4237.838803 = -903750.047388
  nChanged 111
		SP:Iteration 28Q (19023.540000 sec): 3 clusters
  Score: Raw -908057.872332 + Penalty 4237.838803 = -903820.033529
  nChanged 101
		SP:Iteration 29Q (19023.760000 sec): 3 clusters
  Score: Raw -908123.894287 + Penalty 4237.838803 = -903886.055483
  nChanged 111
		SP:Iteration 30Q (19023.980000 sec): 3 clusters
  Score: Raw -908214.853690 + Penalty 4237.838803 = -903977.014887
  nChanged 110
		SP:Iteration 31Q (19024.190000 sec): 3 clusters
  Score: Raw -908315.213450 + Penalty 4237.838803 = -904077.374647
  nChanged 94
		SP:Iteration 32Q (19024.400000 sec): 3 clusters
  Score: Raw -908398.219346 + Penalty 4237.838803 = -904160.380543
  nChanged 96
		SP:Iteration 33Q (19024.580000 sec): 3 clusters
  Score: Raw -908489.777395 + Penalty 4237.838803 = -904251.938592
  nChanged 86
		SP:Iteration 34Q (19024.780000 sec): 3 clusters
  Score: Raw -908577.308158 + Penalty 4237.838803 = -904339.469355
  nChanged 61
		SP:Iteration 35Q (19025.000000 sec): 3 clusters
  Score: Raw -908636.985250 + Penalty 4237.838803 = -904399.146447
  nChanged 55
		SP:Iteration 36Q (19025.180000 sec): 3 clusters
  Score: Raw -908695.533856 + Penalty 4237.838803 = -904457.695053
  nChanged 45
		SP:Iteration 37Q (19025.390000 sec): 3 clusters
  Score: Raw -908745.374366 + Penalty 4237.838803 = -904507.535563
  nChanged 36
		SP:Iteration 38Q (19025.570000 sec): 3 clusters
  Score: Raw -908783.526926 + Penalty 4237.838803 = -904545.688123
  nChanged 32
		SP:Iteration 39Q (19025.780000 sec): 3 clusters
  Score: Raw -908809.677417 + Penalty 4237.838803 = -904571.838614
  nChanged 19
		SP:Iteration 40F (19026.010000 sec): 3 clusters
  Score: Raw -908821.921499 + Penalty 4237.838803 = -904584.082696
  nChanged 15
		SP:Iteration 41Q (19026.170000 sec): 3 clusters
  Score: Raw -908830.360444 + Penalty 4237.838803 = -904592.521641
  nChanged 11
		SP:Iteration 42Q (19026.340000 sec): 3 clusters
  Score: Raw -908839.223405 + Penalty 4237.838803 = -904601.384601
  nChanged 10
		SP:Iteration 43Q (19026.550000 sec): 3 clusters
  Score: Raw -908844.041752 + Penalty 4237.838803 = -904606.202948
  nChanged 5
		SP:Iteration 44Q (19026.760000 sec): 3 clusters
  Score: Raw -908846.477160 + Penalty 4237.838803 = -904608.638357
  nChanged 2
		SP:Iteration 45Q (19026.880000 sec): 3 clusters
  Score: Raw -908846.974295 + Penalty 4237.838803 = -904609.135492
  nChanged 2
		SP:Iteration 46Q (19027.080000 sec): 3 clusters
  Score: Raw -908848.448672 + Penalty 4237.838803 = -904610.609869
  nChanged 3
		SP:Iteration 47Q (19027.220000 sec): 3 clusters
  Score: Raw -908849.663647 + Penalty 4237.838803 = -904611.824844
  nChanged 1
		SP:Iteration 48Q (19027.400000 sec): 3 clusters
  Score: Raw -908850.065748 + Penalty 4237.838803 = -904612.226945
  nChanged 2
		SP:Iteration 49Q (19027.550000 sec): 3 clusters
  Score: Raw -908850.788565 + Penalty 4237.838803 = -904612.949762
  nChanged 0
		SP:Iteration 50F (19027.780000 sec): 3 clusters
  Score: Raw -908850.788565 + Penalty 4237.838803 = -904612.949762
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19027.870000 sec): 2 clusters
  Score: Raw -60356.609940 + Penalty 1499.748300 = -58856.861640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19028.000000 sec): 3 clusters
  Score: Raw -60536.582807 + Penalty 2999.496601 = -57537.086206
  nChanged 82
		SP:Iteration 1F (19028.160000 sec): 3 clusters
  Score: Raw -60786.172585 + Penalty 2999.496601 = -57786.675984
  nChanged 47
		SP:Iteration 2F (19028.330000 sec): 3 clusters
  Score: Raw -60951.604493 + Penalty 2999.496601 = -57952.107892
  nChanged 23
		SP:Iteration 3F (19028.480000 sec): 3 clusters
  Score: Raw -61027.319648 + Penalty 2999.496601 = -58027.823047
  nChanged 12
		SP:Iteration 4Q (19028.610000 sec): 3 clusters
  Score: Raw -61077.691101 + Penalty 2999.496601 = -58078.194500
  nChanged 12
		SP:Iteration 5Q (19028.730000 sec): 3 clusters
  Score: Raw -61121.076069 + Penalty 2999.496601 = -58121.579468
  nChanged 7
		SP:Iteration 6Q (19028.840000 sec): 3 clusters
  Score: Raw -61153.253225 + Penalty 2999.496601 = -58153.756624
  nChanged 5
		SP:Iteration 7Q (19028.980000 sec): 3 clusters
  Score: Raw -61175.662914 + Penalty 2999.496601 = -58176.166313
  nChanged 4
		SP:Iteration 8Q (19029.140000 sec): 3 clusters
  Score: Raw -61199.760544 + Penalty 2999.496601 = -58200.263944
  nChanged 3
		SP:Iteration 9Q (19029.270000 sec): 3 clusters
  Score: Raw -61210.999519 + Penalty 2999.496601 = -58211.502918
  nChanged 2
		SP:Iteration 10Q (19029.410000 sec): 3 clusters
  Score: Raw -61218.033031 + Penalty 2999.496601 = -58218.536430
  nChanged 1
		SP:Iteration 11Q (19029.540000 sec): 3 clusters
  Score: Raw -61223.047373 + Penalty 2999.496601 = -58223.550772
  nChanged 0
		SP:Iteration 12F (19029.690000 sec): 3 clusters
  Score: Raw -61223.047373 + Penalty 2999.496601 = -58223.550772
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19029.760000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19029.910000 sec): 3 clusters
  Score: Raw -280266.805279 + Penalty 3634.904927 = -276631.900352
  nChanged 461
		SP:Iteration 1F (19030.060000 sec): 3 clusters
  Score: Raw -280616.150017 + Penalty 3634.904927 = -276981.245090
  nChanged 109
		SP:Iteration 2F (19030.210000 sec): 3 clusters
  Score: Raw -280713.236472 + Penalty 3634.904927 = -277078.331545
  nChanged 56
		SP:Iteration 3Q (19030.360000 sec): 3 clusters
  Score: Raw -280753.527500 + Penalty 3634.904927 = -277118.622573
  nChanged 25
		SP:Iteration 4Q (19030.500000 sec): 3 clusters
  Score: Raw -280780.933487 + Penalty 3634.904927 = -277146.028560
  nChanged 21
		SP:Iteration 5Q (19030.650000 sec): 3 clusters
  Score: Raw -280799.776662 + Penalty 3634.904927 = -277164.871735
  nChanged 9
		SP:Iteration 6Q (19030.800000 sec): 3 clusters
  Score: Raw -280811.788648 + Penalty 3634.904927 = -277176.883721
  nChanged 12
		SP:Iteration 7Q (19030.980000 sec): 3 clusters
  Score: Raw -280822.505704 + Penalty 3634.904927 = -277187.600777
  nChanged 11
		SP:Iteration 8Q (19031.120000 sec): 3 clusters
  Score: Raw -280831.673706 + Penalty 3634.904927 = -277196.768779
  nChanged 6
		SP:Iteration 9Q (19031.340000 sec): 3 clusters
  Score: Raw -280834.453204 + Penalty 3634.904927 = -277199.548277
  nChanged 5
		SP:Iteration 10Q (19031.480000 sec): 3 clusters
  Score: Raw -280838.679025 + Penalty 3634.904927 = -277203.774098
  nChanged 7
		SP:Iteration 11Q (19031.620000 sec): 3 clusters
  Score: Raw -280843.288262 + Penalty 3634.904927 = -277208.383335
  nChanged 7
		SP:Iteration 12Q (19031.810000 sec): 3 clusters
  Score: Raw -280849.219011 + Penalty 3634.904927 = -277214.314084
  nChanged 1
		SP:Iteration 13Q (19031.920000 sec): 3 clusters
  Score: Raw -280849.763586 + Penalty 3634.904927 = -277214.858659
  nChanged 2
		SP:Iteration 14Q (19032.140000 sec): 3 clusters
  Score: Raw -280850.559346 + Penalty 3634.904927 = -277215.654419
  nChanged 2
		SP:Iteration 15Q (19032.260000 sec): 3 clusters
  Score: Raw -280852.956248 + Penalty 3634.904927 = -277218.051321
  nChanged 2
		SP:Iteration 16Q (19032.520000 sec): 3 clusters
  Score: Raw -280856.121213 + Penalty 3634.904927 = -277221.216286
  nChanged 6
		SP:Iteration 17Q (19032.620000 sec): 3 clusters
  Score: Raw -280868.128424 + Penalty 3634.904927 = -277233.223496
  nChanged 3
		SP:Iteration 18Q (19032.790000 sec): 3 clusters
  Score: Raw -280870.629552 + Penalty 3634.904927 = -277235.724625
  nChanged 5
		SP:Iteration 19Q (19033.030000 sec): 3 clusters
  Score: Raw -280875.732313 + Penalty 3634.904927 = -277240.827386
  nChanged 4
		SP:Iteration 20F (19033.160000 sec): 3 clusters
  Score: Raw -280878.497810 + Penalty 3634.904927 = -277243.592883
  nChanged 5
		SP:Iteration 21Q (19033.340000 sec): 3 clusters
  Score: Raw -280881.580831 + Penalty 3634.904927 = -277246.675904
  nChanged 5
		SP:Iteration 22Q (19033.530000 sec): 3 clusters
  Score: Raw -280885.226233 + Penalty 3634.904927 = -277250.321306
  nChanged 6
		SP:Iteration 23Q (19033.710000 sec): 3 clusters
  Score: Raw -280891.669138 + Penalty 3634.904927 = -277256.764211
  nChanged 3
		SP:Iteration 24Q (19033.880000 sec): 3 clusters
  Score: Raw -280895.464695 + Penalty 3634.904927 = -277260.559768
  nChanged 1
		SP:Iteration 25Q (19034.050000 sec): 3 clusters
  Score: Raw -280896.332144 + Penalty 3634.904927 = -277261.427217
  nChanged 1
		SP:Iteration 26Q (19034.250000 sec): 3 clusters
  Score: Raw -280896.725303 + Penalty 3634.904927 = -277261.820376
  nChanged 1
		SP:Iteration 27Q (19034.430000 sec): 3 clusters
  Score: Raw -280897.282130 + Penalty 3634.904927 = -277262.377203
  nChanged 1
		SP:Iteration 28Q (19034.580000 sec): 3 clusters
  Score: Raw -280898.524681 + Penalty 3634.904927 = -277263.619754
  nChanged 3
		SP:Iteration 29Q (19034.730000 sec): 3 clusters
  Score: Raw -280899.554921 + Penalty 3634.904927 = -277264.649994
  nChanged 1
		SP:Iteration 30Q (19034.900000 sec): 3 clusters
  Score: Raw -280901.193556 + Penalty 3634.904927 = -277266.288629
  nChanged 2
		SP:Iteration 31Q (19035.060000 sec): 3 clusters
  Score: Raw -280905.676671 + Penalty 3634.904927 = -277270.771744
  nChanged 3
		SP:Iteration 32Q (19035.280000 sec): 3 clusters
  Score: Raw -280908.566138 + Penalty 3634.904927 = -277273.661211
  nChanged 4
		SP:Iteration 33Q (19035.480000 sec): 3 clusters
  Score: Raw -280911.444899 + Penalty 3634.904927 = -277276.539972
  nChanged 7
		SP:Iteration 34Q (19035.610000 sec): 3 clusters
  Score: Raw -280915.984642 + Penalty 3634.904927 = -277281.079715
  nChanged 3
		SP:Iteration 35Q (19035.710000 sec): 3 clusters
  Score: Raw -280918.434465 + Penalty 3634.904927 = -277283.529538
  nChanged 2
		SP:Iteration 36Q (19035.800000 sec): 3 clusters
  Score: Raw -280919.766666 + Penalty 3634.904927 = -277284.861739
  nChanged 4
		SP:Iteration 37Q (19035.940000 sec): 3 clusters
  Score: Raw -280921.820920 + Penalty 3634.904927 = -277286.915993
  nChanged 5
		SP:Iteration 38Q (19036.080000 sec): 3 clusters
  Score: Raw -280924.431801 + Penalty 3634.904927 = -277289.526874
  nChanged 6
		SP:Iteration 39Q (19036.250000 sec): 3 clusters
  Score: Raw -280929.237773 + Penalty 3634.904927 = -277294.332846
  nChanged 3
		SP:Iteration 40F (19036.440000 sec): 3 clusters
  Score: Raw -280933.132354 + Penalty 3634.904927 = -277298.227427
  nChanged 3
		SP:Iteration 41Q (19036.660000 sec): 3 clusters
  Score: Raw -280937.218188 + Penalty 3634.904927 = -277302.313261
  nChanged 3
		SP:Iteration 42Q (19036.830000 sec): 3 clusters
  Score: Raw -280940.264394 + Penalty 3634.904927 = -277305.359467
  nChanged 5
		SP:Iteration 43Q (19037.040000 sec): 3 clusters
  Score: Raw -280943.279391 + Penalty 3634.904927 = -277308.374464
  nChanged 3
		SP:Iteration 44Q (19037.210000 sec): 3 clusters
  Score: Raw -280944.755625 + Penalty 3634.904927 = -277309.850698
  nChanged 2
		SP:Iteration 45Q (19037.350000 sec): 3 clusters
  Score: Raw -280946.909409 + Penalty 3634.904927 = -277312.004482
  nChanged 8
		SP:Iteration 46Q (19037.560000 sec): 3 clusters
  Score: Raw -280954.272596 + Penalty 3634.904927 = -277319.367669
  nChanged 9
		SP:Iteration 47Q (19037.740000 sec): 3 clusters
  Score: Raw -280961.712598 + Penalty 3634.904927 = -277326.807671
  nChanged 6
		SP:Iteration 48Q (19037.930000 sec): 3 clusters
  Score: Raw -280966.446855 + Penalty 3634.904927 = -277331.541928
  nChanged 5
		SP:Iteration 49Q (19038.120000 sec): 3 clusters
  Score: Raw -280968.921142 + Penalty 3634.904927 = -277334.016215
  nChanged 1
		SP:Iteration 50Q (19038.270000 sec): 3 clusters
  Score: Raw -280969.667779 + Penalty 3634.904927 = -277334.762852
  nChanged 2
		SP:Iteration 51Q (19038.420000 sec): 3 clusters
  Score: Raw -280970.816588 + Penalty 3634.904927 = -277335.911661
  nChanged 0
		SP:Iteration 52F (19038.590000 sec): 3 clusters
  Score: Raw -280970.816588 + Penalty 3634.904927 = -277335.911661
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19038.670000 sec): 2 clusters
  Score: Raw -27791.757628 + Penalty 1373.258898 = -26418.498730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19038.860000 sec): 3 clusters
  Score: Raw -27979.587307 + Penalty 2746.517796 = -25233.069511
  nChanged 26
		SP:Iteration 1F (19038.960000 sec): 3 clusters
  Score: Raw -28058.860467 + Penalty 2746.517796 = -25312.342670
  nChanged 6
		SP:Iteration 2Q (19039.100000 sec): 3 clusters
  Score: Raw -28080.711959 + Penalty 2746.517796 = -25334.194163
  nChanged 6
		SP:Iteration 3Q (19039.240000 sec): 3 clusters
  Score: Raw -28100.736715 + Penalty 2746.517796 = -25354.218919
  nChanged 3
		SP:Iteration 4Q (19039.370000 sec): 3 clusters
  Score: Raw -28118.871841 + Penalty 2746.517796 = -25372.354045
  nChanged 2
		SP:Iteration 5Q (19039.510000 sec): 3 clusters
  Score: Raw -28122.215169 + Penalty 2746.517796 = -25375.697373
  nChanged 0
		SP:Iteration 6F (19039.680000 sec): 3 clusters
  Score: Raw -28122.215169 + Penalty 2746.517796 = -25375.697373
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19039.770000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19039.940000 sec): 3 clusters
  Score: Raw -218626.626560 + Penalty 3502.847050 = -215123.779510
  nChanged 334
		SP:Iteration 1F (19040.070000 sec): 3 clusters
  Score: Raw -219018.419522 + Penalty 3502.847050 = -215515.572473
  nChanged 81
		SP:Iteration 2F (19040.200000 sec): 3 clusters
  Score: Raw -219136.529251 + Penalty 3502.847050 = -215633.682201
  nChanged 45
		SP:Iteration 3Q (19040.380000 sec): 3 clusters
  Score: Raw -219198.615065 + Penalty 3502.847050 = -215695.768015
  nChanged 38
		SP:Iteration 4Q (19040.560000 sec): 3 clusters
  Score: Raw -219264.561099 + Penalty 3502.847050 = -215761.714050
  nChanged 50
		SP:Iteration 5Q (19040.740000 sec): 3 clusters
  Score: Raw -219374.918447 + Penalty 3502.847050 = -215872.071398
  nChanged 59
		SP:Iteration 6F (19040.950000 sec): 3 clusters
  Score: Raw -219470.346004 + Penalty 3502.847050 = -215967.498954
  nChanged 49
		SP:Iteration 7Q (19041.070000 sec): 3 clusters
  Score: Raw -219553.697566 + Penalty 3502.847050 = -216050.850516
  nChanged 42
		SP:Iteration 8Q (19041.230000 sec): 3 clusters
  Score: Raw -219650.520637 + Penalty 3502.847050 = -216147.673587
  nChanged 27
		SP:Iteration 9Q (19041.420000 sec): 3 clusters
  Score: Raw -219707.974910 + Penalty 3502.847050 = -216205.127861
  nChanged 26
		SP:Iteration 10Q (19041.600000 sec): 3 clusters
  Score: Raw -219754.202244 + Penalty 3502.847050 = -216251.355194
  nChanged 19
		SP:Iteration 11Q (19041.820000 sec): 3 clusters
  Score: Raw -219781.982816 + Penalty 3502.847050 = -216279.135766
  nChanged 11
		SP:Iteration 12Q (19042.000000 sec): 3 clusters
  Score: Raw -219796.999250 + Penalty 3502.847050 = -216294.152200
  nChanged 9
		SP:Iteration 13Q (19042.180000 sec): 3 clusters
  Score: Raw -219813.003705 + Penalty 3502.847050 = -216310.156656
  nChanged 9
		SP:Iteration 14Q (19042.340000 sec): 3 clusters
  Score: Raw -219826.158341 + Penalty 3502.847050 = -216323.311291
  nChanged 4
		SP:Iteration 15Q (19042.500000 sec): 3 clusters
  Score: Raw -219831.777574 + Penalty 3502.847050 = -216328.930524
  nChanged 1
		SP:Iteration 16Q (19042.640000 sec): 3 clusters
  Score: Raw -219833.175009 + Penalty 3502.847050 = -216330.327959
  nChanged 0
		SP:Iteration 17F (19042.790000 sec): 3 clusters
  Score: Raw -219833.175009 + Penalty 3502.847050 = -216330.327959
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19042.860000 sec): 2 clusters
  Score: Raw -37306.611106 + Penalty 1342.088221 = -35964.522885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19043.020000 sec): 3 clusters
  Score: Raw -37517.483666 + Penalty 2684.176442 = -34833.307224
  nChanged 12
		SP:Iteration 1F (19043.180000 sec): 3 clusters
  Score: Raw -37569.155379 + Penalty 2684.176442 = -34884.978937
  nChanged 1
		SP:Iteration 2Q (19043.340000 sec): 3 clusters
  Score: Raw -37573.071113 + Penalty 2684.176442 = -34888.894671
  nChanged 1
		SP:Iteration 3Q (19043.500000 sec): 3 clusters
  Score: Raw -37574.902130 + Penalty 2684.176442 = -34890.725689
  nChanged 0
		SP:Iteration 4F (19043.660000 sec): 3 clusters
  Score: Raw -37574.902130 + Penalty 2684.176442 = -34890.725689
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19043.740000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19043.900000 sec): 3 clusters
  Score: Raw -35257.545986 + Penalty 2681.957199 = -32575.588788
  nChanged 22
		SP:Iteration 1F (19044.060000 sec): 3 clusters
  Score: Raw -35436.204547 + Penalty 2681.957199 = -32754.247348
  nChanged 6
		SP:Iteration 2Q (19044.220000 sec): 3 clusters
  Score: Raw -35495.607428 + Penalty 2681.957199 = -32813.650229
  nChanged 1
		SP:Iteration 3Q (19044.410000 sec): 3 clusters
  Score: Raw -35500.284476 + Penalty 2681.957199 = -32818.327278
  nChanged 0
		SP:Iteration 4F (19044.570000 sec): 3 clusters
  Score: Raw -35500.284476 + Penalty 2681.957199 = -32818.327278
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19044.660000 sec): 2 clusters
  Score: Raw -49732.065862 + Penalty 1446.306854 = -48285.759008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19044.860000 sec): 3 clusters
  Score: Raw -49912.033702 + Penalty 2892.613709 = -47019.419993
  nChanged 57
		SP:Iteration 1F (19045.000000 sec): 3 clusters
  Score: Raw -50096.244159 + Penalty 2892.613709 = -47203.630450
  nChanged 20
		SP:Iteration 2F (19045.160000 sec): 3 clusters
  Score: Raw -50166.093717 + Penalty 2892.613709 = -47273.480009
  nChanged 9
		SP:Iteration 3Q (19045.320000 sec): 3 clusters
  Score: Raw -50205.437808 + Penalty 2892.613709 = -47312.824100
  nChanged 4
		SP:Iteration 4Q (19045.490000 sec): 3 clusters
  Score: Raw -50220.455761 + Penalty 2892.613709 = -47327.842052
  nChanged 3
		SP:Iteration 5Q (19045.660000 sec): 3 clusters
  Score: Raw -50228.693596 + Penalty 2892.613709 = -47336.079887
  nChanged 2
		SP:Iteration 6Q (19045.810000 sec): 3 clusters
  Score: Raw -50237.630634 + Penalty 2892.613709 = -47345.016925
  nChanged 2
		SP:Iteration 7Q (19045.970000 sec): 3 clusters
  Score: Raw -50262.019947 + Penalty 2892.613709 = -47369.406238
  nChanged 2
		SP:Iteration 8Q (19046.140000 sec): 3 clusters
  Score: Raw -50265.063064 + Penalty 2892.613709 = -47372.449355
  nChanged 2
		SP:Iteration 9Q (19046.270000 sec): 3 clusters
  Score: Raw -50276.349012 + Penalty 2892.613709 = -47383.735303
  nChanged 3
		SP:Iteration 10Q (19046.480000 sec): 3 clusters
  Score: Raw -50287.325538 + Penalty 2892.613709 = -47394.711829
  nChanged 0
		SP:Iteration 11F (19046.650000 sec): 3 clusters
  Score: Raw -50287.325538 + Penalty 2892.613709 = -47394.711829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19046.800000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19047.050000 sec): 3 clusters
  Score: Raw -2507040.935284 + Penalty 4719.526554 = -2502321.408731
  nChanged 5806
		SP:Iteration 1F (19047.370000 sec): 3 clusters
  Score: Raw -2510049.977650 + Penalty 4719.526554 = -2505330.451097
  nChanged 784
		SP:Iteration 2F (19047.620000 sec): 3 clusters
  Score: Raw -2510362.366279 + Penalty 4719.526554 = -2505642.839725
  nChanged 624
		SP:Iteration 3Q (19047.950000 sec): 3 clusters
  Score: Raw -2510593.624718 + Penalty 4719.526554 = -2505874.098164
  nChanged 544
		SP:Iteration 4Q (19048.300000 sec): 3 clusters
  Score: Raw -2510791.437554 + Penalty 4719.526554 = -2506071.911000
  nChanged 470
		SP:Iteration 5Q (19048.600000 sec): 3 clusters
  Score: Raw -2510965.833238 + Penalty 4719.526554 = -2506246.306685
  nChanged 454
		SP:Iteration 6Q (19048.910000 sec): 3 clusters
  Score: Raw -2511138.889809 + Penalty 4719.526554 = -2506419.363255
  nChanged 426
		SP:Iteration 7Q (19049.200000 sec): 3 clusters
  Score: Raw -2511334.173389 + Penalty 4719.526554 = -2506614.646835
  nChanged 391
		SP:Iteration 8Q (19049.520000 sec): 3 clusters
  Score: Raw -2511524.418038 + Penalty 4719.526554 = -2506804.891484
  nChanged 429
		SP:Iteration 9Q (19049.760000 sec): 3 clusters
  Score: Raw -2511726.964350 + Penalty 4719.526554 = -2507007.437796
  nChanged 470
		SP:Iteration 10Q (19050.110000 sec): 3 clusters
  Score: Raw -2511962.380130 + Penalty 4719.526554 = -2507242.853576
  nChanged 460
		SP:Iteration 11Q (19050.400000 sec): 3 clusters
  Score: Raw -2512197.128418 + Penalty 4719.526554 = -2507477.601865
  nChanged 454
		SP:Iteration 12Q (19050.680000 sec): 3 clusters
  Score: Raw -2512436.256499 + Penalty 4719.526554 = -2507716.729946
  nChanged 436
		SP:Iteration 13Q (19050.940000 sec): 3 clusters
  Score: Raw -2512661.276285 + Penalty 4719.526554 = -2507941.749732
  nChanged 410
		SP:Iteration 14Q (19051.250000 sec): 3 clusters
  Score: Raw -2512865.671576 + Penalty 4719.526554 = -2508146.145023
  nChanged 359
		SP:Iteration 15Q (19051.470000 sec): 3 clusters
  Score: Raw -2513029.890936 + Penalty 4719.526554 = -2508310.364382
  nChanged 297
		SP:Iteration 16Q (19051.830000 sec): 3 clusters
  Score: Raw -2513147.459622 + Penalty 4719.526554 = -2508427.933069
  nChanged 255
		SP:Iteration 17Q (19052.120000 sec): 3 clusters
  Score: Raw -2513265.185979 + Penalty 4719.526554 = -2508545.659425
  nChanged 253
		SP:Iteration 18Q (19052.400000 sec): 3 clusters
  Score: Raw -2513378.200312 + Penalty 4719.526554 = -2508658.673758
  nChanged 211
		SP:Iteration 19Q (19052.660000 sec): 3 clusters
  Score: Raw -2513466.312948 + Penalty 4719.526554 = -2508746.786395
  nChanged 179
		SP:Iteration 20F (19052.980000 sec): 3 clusters
  Score: Raw -2513535.596208 + Penalty 4719.526554 = -2508816.069654
  nChanged 141
		SP:Iteration 21Q (19053.220000 sec): 3 clusters
  Score: Raw -2513586.726575 + Penalty 4719.526554 = -2508867.200021
  nChanged 145
		SP:Iteration 22Q (19053.490000 sec): 3 clusters
  Score: Raw -2513637.111503 + Penalty 4719.526554 = -2508917.584949
  nChanged 124
		SP:Iteration 23Q (19053.740000 sec): 3 clusters
  Score: Raw -2513685.096757 + Penalty 4719.526554 = -2508965.570204
  nChanged 132
		SP:Iteration 24Q (19054.000000 sec): 3 clusters
  Score: Raw -2513731.548336 + Penalty 4719.526554 = -2509012.021782
  nChanged 118
		SP:Iteration 25Q (19054.270000 sec): 3 clusters
  Score: Raw -2513770.739701 + Penalty 4719.526554 = -2509051.213147
  nChanged 121
		SP:Iteration 26Q (19054.540000 sec): 3 clusters
  Score: Raw -2513816.325826 + Penalty 4719.526554 = -2509096.799272
  nChanged 126
		SP:Iteration 27Q (19054.810000 sec): 3 clusters
  Score: Raw -2513871.927088 + Penalty 4719.526554 = -2509152.400534
  nChanged 142
		SP:Iteration 28Q (19055.100000 sec): 3 clusters
  Score: Raw -2513936.115696 + Penalty 4719.526554 = -2509216.589142
  nChanged 120
		SP:Iteration 29Q (19055.370000 sec): 3 clusters
  Score: Raw -2513994.191774 + Penalty 4719.526554 = -2509274.665221
  nChanged 135
		SP:Iteration 30Q (19055.660000 sec): 3 clusters
  Score: Raw -2514056.982307 + Penalty 4719.526554 = -2509337.455754
  nChanged 133
		SP:Iteration 31Q (19055.930000 sec): 3 clusters
  Score: Raw -2514128.273673 + Penalty 4719.526554 = -2509408.747119
  nChanged 143
		SP:Iteration 32Q (19056.200000 sec): 3 clusters
  Score: Raw -2514204.590298 + Penalty 4719.526554 = -2509485.063744
  nChanged 134
		SP:Iteration 33Q (19056.480000 sec): 3 clusters
  Score: Raw -2514281.482185 + Penalty 4719.526554 = -2509561.955631
  nChanged 132
		SP:Iteration 34Q (19056.740000 sec): 3 clusters
  Score: Raw -2514360.882344 + Penalty 4719.526554 = -2509641.355791
  nChanged 119
		SP:Iteration 35Q (19057.030000 sec): 3 clusters
  Score: Raw -2514430.160092 + Penalty 4719.526554 = -2509710.633538
  nChanged 116
		SP:Iteration 36Q (19057.300000 sec): 3 clusters
  Score: Raw -2514500.224315 + Penalty 4719.526554 = -2509780.697761
  nChanged 124
		SP:Iteration 37Q (19057.570000 sec): 3 clusters
  Score: Raw -2514579.780789 + Penalty 4719.526554 = -2509860.254235
  nChanged 103
		SP:Iteration 38Q (19057.870000 sec): 3 clusters
  Score: Raw -2514647.248251 + Penalty 4719.526554 = -2509927.721697
  nChanged 96
		SP:Iteration 39Q (19058.100000 sec): 3 clusters
  Score: Raw -2514709.927268 + Penalty 4719.526554 = -2509990.400715
  nChanged 82
		SP:Iteration 40F (19058.360000 sec): 3 clusters
  Score: Raw -2514752.104507 + Penalty 4719.526554 = -2510032.577953
  nChanged 53
		SP:Iteration 41Q (19058.660000 sec): 3 clusters
  Score: Raw -2514779.307967 + Penalty 4719.526554 = -2510059.781413
  nChanged 41
		SP:Iteration 42Q (19058.860000 sec): 3 clusters
  Score: Raw -2514800.854196 + Penalty 4719.526554 = -2510081.327642
  nChanged 46
		SP:Iteration 43Q (19059.110000 sec): 3 clusters
  Score: Raw -2514826.419864 + Penalty 4719.526554 = -2510106.893310
  nChanged 41
		SP:Iteration 44Q (19059.430000 sec): 3 clusters
  Score: Raw -2514849.480926 + Penalty 4719.526554 = -2510129.954372
  nChanged 36
		SP:Iteration 45Q (19059.680000 sec): 3 clusters
  Score: Raw -2514872.013854 + Penalty 4719.526554 = -2510152.487300
  nChanged 33
		SP:Iteration 46Q (19060.020000 sec): 3 clusters
  Score: Raw -2514889.175972 + Penalty 4719.526554 = -2510169.649418
  nChanged 28
		SP:Iteration 47Q (19060.330000 sec): 3 clusters
  Score: Raw -2514904.893836 + Penalty 4719.526554 = -2510185.367282
  nChanged 22
		SP:Iteration 48Q (19060.550000 sec): 3 clusters
  Score: Raw -2514916.605743 + Penalty 4719.526554 = -2510197.079190
  nChanged 18
		SP:Iteration 49Q (19060.800000 sec): 3 clusters
  Score: Raw -2514924.867294 + Penalty 4719.526554 = -2510205.340741
  nChanged 20
		SP:Iteration 50Q (19061.060000 sec): 3 clusters
  Score: Raw -2514934.930936 + Penalty 4719.526554 = -2510215.404382
  nChanged 15
		SP:Iteration 51Q (19061.390000 sec): 3 clusters
  Score: Raw -2514941.081188 + Penalty 4719.526554 = -2510221.554634
  nChanged 9
		SP:Iteration 52Q (19061.600000 sec): 3 clusters
  Score: Raw -2514945.878981 + Penalty 4719.526554 = -2510226.352428
  nChanged 9
		SP:Iteration 53Q (19061.900000 sec): 3 clusters
  Score: Raw -2514949.475545 + Penalty 4719.526554 = -2510229.948991
  nChanged 6
		SP:Iteration 54Q (19062.130000 sec): 3 clusters
  Score: Raw -2514951.470689 + Penalty 4719.526554 = -2510231.944135
  nChanged 5
		SP:Iteration 55Q (19062.340000 sec): 3 clusters
  Score: Raw -2514953.707036 + Penalty 4719.526554 = -2510234.180482
  nChanged 2
		SP:Iteration 56Q (19062.620000 sec): 3 clusters
  Score: Raw -2514954.688845 + Penalty 4719.526554 = -2510235.162291
  nChanged 4
		SP:Iteration 57Q (19062.840000 sec): 3 clusters
  Score: Raw -2514956.563429 + Penalty 4719.526554 = -2510237.036875
  nChanged 1
		SP:Iteration 58Q (19063.060000 sec): 3 clusters
  Score: Raw -2514956.818124 + Penalty 4719.526554 = -2510237.291571
  nChanged 0
		SP:Iteration 59F (19063.260000 sec): 3 clusters
  Score: Raw -2514956.818124 + Penalty 4719.526554 = -2510237.291571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19064.520000 sec): 2 clusters
  Score: Raw -37626460.526200 + Penalty 3039.519911 = -37623421.006289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19066.360000 sec): 3 clusters
  Score: Raw -37488156.052299 + Penalty 6079.039823 = -37482077.012476
  nChanged 101315
		SP:Iteration 1F (19068.070000 sec): 3 clusters
  Score: Raw -37547672.382355 + Penalty 6079.039823 = -37541593.342532
  nChanged 6471
		SP:Iteration 2Q (19070.150000 sec): 3 clusters
  Score: Raw -37549400.333583 + Penalty 6079.039823 = -37543321.293760
  nChanged 7770
		SP:Iteration 3Q (19071.750000 sec): 3 clusters
  Score: Raw -37552295.818471 + Penalty 6079.039823 = -37546216.778649
  nChanged 10347
		SP:Iteration 4Q (19073.420000 sec): 3 clusters
  Score: Raw -37557641.097388 + Penalty 6079.039823 = -37551562.057565
  nChanged 14065
		SP:Iteration 5F (19074.940000 sec): 3 clusters
  Score: Raw -37567244.296315 + Penalty 6079.039823 = -37561165.256492
  nChanged 18094
		SP:Iteration 6F (19076.620000 sec): 3 clusters
  Score: Raw -37582914.078749 + Penalty 6079.039823 = -37576835.038927
  nChanged 19333
		SP:Iteration 7F (19078.300000 sec): 3 clusters
  Score: Raw -37601952.100073 + Penalty 6079.039823 = -37595873.060250
  nChanged 14641
		SP:Iteration 8F (19079.800000 sec): 3 clusters
  Score: Raw -37616450.344006 + Penalty 6079.039823 = -37610371.304183
  nChanged 7277
		SP:Iteration 9Q (19081.280000 sec): 3 clusters
  Score: Raw -37623217.327474 + Penalty 6079.039823 = -37617138.287651
  nChanged 2633
		SP:Iteration 10Q (19082.720000 sec): 3 clusters
  Score: Raw -37625535.374199 + Penalty 6079.039823 = -37619456.334376
  nChanged 821
		SP:Iteration 11Q (19084.040000 sec): 3 clusters
  Score: Raw -37626266.822108 + Penalty 6079.039823 = -37620187.782286
  nChanged 320
		SP:Iteration 12Q (19085.500000 sec): 3 clusters
  Score: Raw -37626557.038931 + Penalty 6079.039823 = -37620477.999108
  nChanged 150
		SP:Iteration 13Q (19086.990000 sec): 3 clusters
  Score: Raw -37626688.365872 + Penalty 6079.039823 = -37620609.326049
  nChanged 88
		SP:Iteration 14Q (19088.440000 sec): 3 clusters
  Score: Raw -37626770.822249 + Penalty 6079.039823 = -37620691.782426
  nChanged 66
		SP:Iteration 15Q (19089.960000 sec): 3 clusters
  Score: Raw -37626825.952678 + Penalty 6079.039823 = -37620746.912855
  nChanged 34
		SP:Iteration 16Q (19091.350000 sec): 3 clusters
  Score: Raw -37626852.514619 + Penalty 6079.039823 = -37620773.474796
  nChanged 25
		SP:Iteration 17Q (19092.770000 sec): 3 clusters
  Score: Raw -37626871.346107 + Penalty 6079.039823 = -37620792.306284
  nChanged 17
		SP:Iteration 18Q (19094.310000 sec): 3 clusters
  Score: Raw -37626887.036484 + Penalty 6079.039823 = -37620807.996661
  nChanged 13
		SP:Iteration 19Q (19095.840000 sec): 3 clusters
  Score: Raw -37626899.447676 + Penalty 6079.039823 = -37620820.407853
  nChanged 13
		SP:Iteration 20F (19097.300000 sec): 3 clusters
  Score: Raw -37626906.577879 + Penalty 6079.039823 = -37620827.538056
  nChanged 4
		SP:Iteration 21Q (19098.840000 sec): 3 clusters
  Score: Raw -37626909.223473 + Penalty 6079.039823 = -37620830.183650
  nChanged 7
		SP:Iteration 22Q (19100.140000 sec): 3 clusters
  Score: Raw -37626914.352468 + Penalty 6079.039823 = -37620835.312645
  nChanged 4
		SP:Iteration 23Q (19101.700000 sec): 3 clusters
  Score: Raw -37626917.607660 + Penalty 6079.039823 = -37620838.567838
  nChanged 5
		SP:Iteration 24Q (19103.260000 sec): 3 clusters
  Score: Raw -37626921.648181 + Penalty 6079.039823 = -37620842.608359
  nChanged 6
		SP:Iteration 25Q (19104.840000 sec): 3 clusters
  Score: Raw -37626927.946461 + Penalty 6079.039823 = -37620848.906638
  nChanged 8
		SP:Iteration 26Q (19106.280000 sec): 3 clusters
  Score: Raw -37626931.967360 + Penalty 6079.039823 = -37620852.927537
  nChanged 5
		SP:Iteration 27Q (19107.660000 sec): 3 clusters
  Score: Raw -37626937.132598 + Penalty 6079.039823 = -37620858.092775
  nChanged 10
		SP:Iteration 28Q (19109.000000 sec): 3 clusters
  Score: Raw -37626943.657765 + Penalty 6079.039823 = -37620864.617942
  nChanged 7
		SP:Iteration 29Q (19110.520000 sec): 3 clusters
  Score: Raw -37626950.378681 + Penalty 6079.039823 = -37620871.338858
  nChanged 7
		SP:Iteration 30Q (19112.180000 sec): 3 clusters
  Score: Raw -37626955.961784 + Penalty 6079.039823 = -37620876.921962
  nChanged 5
		SP:Iteration 31Q (19113.560000 sec): 3 clusters
  Score: Raw -37626959.750571 + Penalty 6079.039823 = -37620880.710748
  nChanged 6
		SP:Iteration 32Q (19115.070000 sec): 3 clusters
  Score: Raw -37626963.900375 + Penalty 6079.039823 = -37620884.860552
  nChanged 6
		SP:Iteration 33Q (19116.550000 sec): 3 clusters
  Score: Raw -37626968.133392 + Penalty 6079.039823 = -37620889.093570
  nChanged 3
		SP:Iteration 34Q (19118.030000 sec): 3 clusters
  Score: Raw -37626970.254770 + Penalty 6079.039823 = -37620891.214947
  nChanged 2
		SP:Iteration 35Q (19119.410000 sec): 3 clusters
  Score: Raw -37626971.065293 + Penalty 6079.039823 = -37620892.025470
  nChanged 0
		SP:Iteration 36F (19121.080000 sec): 3 clusters
  Score: Raw -37626971.065293 + Penalty 6079.039823 = -37620892.025470
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19121.410000 sec): 2 clusters
  Score: Raw -3605952.344015 + Penalty 2468.164874 = -3603484.179141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19121.690000 sec): 3 clusters
  Score: Raw -3593737.068495 + Penalty 4936.329747 = -3588800.738747
  nChanged 9210
		SP:Iteration 1F (19121.990000 sec): 3 clusters
  Score: Raw -3598584.397311 + Penalty 4936.329747 = -3593648.067563
  nChanged 1117
		SP:Iteration 2F (19122.350000 sec): 3 clusters
  Score: Raw -3599055.864918 + Penalty 4936.329747 = -3594119.535171
  nChanged 1070
		SP:Iteration 3F (19122.610000 sec): 3 clusters
  Score: Raw -3599600.682934 + Penalty 4936.329747 = -3594664.353187
  nChanged 1130
		SP:Iteration 4F (19122.950000 sec): 3 clusters
  Score: Raw -3600287.309154 + Penalty 4936.329747 = -3595350.979407
  nChanged 1195
		SP:Iteration 5F (19123.310000 sec): 3 clusters
  Score: Raw -3601187.893447 + Penalty 4936.329747 = -3596251.563699
  nChanged 1399
		SP:Iteration 6F (19123.620000 sec): 3 clusters
  Score: Raw -3602396.731821 + Penalty 4936.329747 = -3597460.402074
  nChanged 1527
		SP:Iteration 7F (19124.020000 sec): 3 clusters
  Score: Raw -3603703.535163 + Penalty 4936.329747 = -3598767.205415
  nChanged 1458
		SP:Iteration 8F (19124.390000 sec): 3 clusters
  Score: Raw -3604974.157077 + Penalty 4936.329747 = -3600037.827329
  nChanged 1314
		SP:Iteration 9F (19124.730000 sec): 3 clusters
  Score: Raw -3606119.525656 + Penalty 4936.329747 = -3601183.195908
  nChanged 1104
		SP:Iteration 10F (19125.010000 sec): 3 clusters
  Score: Raw -3606897.867679 + Penalty 4936.329747 = -3601961.537931
  nChanged 849
		SP:Iteration 11Q (19125.390000 sec): 3 clusters
  Score: Raw -3607372.119792 + Penalty 4936.329747 = -3602435.790045
  nChanged 581
		SP:Iteration 12Q (19125.750000 sec): 3 clusters
  Score: Raw -3607618.166506 + Penalty 4936.329747 = -3602681.836758
  nChanged 386
		SP:Iteration 13Q (19126.030000 sec): 3 clusters
  Score: Raw -3607736.741083 + Penalty 4936.329747 = -3602800.411336
  nChanged 279
		SP:Iteration 14Q (19126.300000 sec): 3 clusters
  Score: Raw -3607813.512180 + Penalty 4936.329747 = -3602877.182433
  nChanged 226
		SP:Iteration 15Q (19126.610000 sec): 3 clusters
  Score: Raw -3607871.051841 + Penalty 4936.329747 = -3602934.722094
  nChanged 208
		SP:Iteration 16Q (19126.930000 sec): 3 clusters
  Score: Raw -3607925.303691 + Penalty 4936.329747 = -3602988.973944
  nChanged 200
		SP:Iteration 17Q (19127.260000 sec): 3 clusters
  Score: Raw -3607967.865641 + Penalty 4936.329747 = -3603031.535893
  nChanged 143
		SP:Iteration 18Q (19127.570000 sec): 3 clusters
  Score: Raw -3607991.943830 + Penalty 4936.329747 = -3603055.614083
  nChanged 126
		SP:Iteration 19Q (19127.870000 sec): 3 clusters
  Score: Raw -3608013.954071 + Penalty 4936.329747 = -3603077.624324
  nChanged 128
		SP:Iteration 20F (19128.230000 sec): 3 clusters
  Score: Raw -3608037.090092 + Penalty 4936.329747 = -3603100.760345
  nChanged 131
		SP:Iteration 21Q (19128.490000 sec): 3 clusters
  Score: Raw -3608061.803746 + Penalty 4936.329747 = -3603125.473999
  nChanged 113
		SP:Iteration 22Q (19128.800000 sec): 3 clusters
  Score: Raw -3608080.450826 + Penalty 4936.329747 = -3603144.121079
  nChanged 102
		SP:Iteration 23Q (19129.130000 sec): 3 clusters
  Score: Raw -3608097.972973 + Penalty 4936.329747 = -3603161.643225
  nChanged 101
		SP:Iteration 24Q (19129.450000 sec): 3 clusters
  Score: Raw -3608114.503610 + Penalty 4936.329747 = -3603178.173862
  nChanged 90
		SP:Iteration 25Q (19129.740000 sec): 3 clusters
  Score: Raw -3608129.080647 + Penalty 4936.329747 = -3603192.750900
  nChanged 88
		SP:Iteration 26Q (19130.090000 sec): 3 clusters
  Score: Raw -3608143.975046 + Penalty 4936.329747 = -3603207.645298
  nChanged 84
		SP:Iteration 27Q (19130.300000 sec): 3 clusters
  Score: Raw -3608155.566632 + Penalty 4936.329747 = -3603219.236885
  nChanged 66
		SP:Iteration 28Q (19130.650000 sec): 3 clusters
  Score: Raw -3608163.413775 + Penalty 4936.329747 = -3603227.084027
  nChanged 56
		SP:Iteration 29Q (19130.930000 sec): 3 clusters
  Score: Raw -3608170.358674 + Penalty 4936.329747 = -3603234.028927
  nChanged 47
		SP:Iteration 30Q (19131.250000 sec): 3 clusters
  Score: Raw -3608175.404462 + Penalty 4936.329747 = -3603239.074714
  nChanged 39
		SP:Iteration 31Q (19131.610000 sec): 3 clusters
  Score: Raw -3608180.224866 + Penalty 4936.329747 = -3603243.895119
  nChanged 45
		SP:Iteration 32Q (19131.950000 sec): 3 clusters
  Score: Raw -3608185.774039 + Penalty 4936.329747 = -3603249.444292
  nChanged 36
		SP:Iteration 33Q (19132.310000 sec): 3 clusters
  Score: Raw -3608190.107652 + Penalty 4936.329747 = -3603253.777905
  nChanged 42
		SP:Iteration 34Q (19132.630000 sec): 3 clusters
  Score: Raw -3608194.846268 + Penalty 4936.329747 = -3603258.516520
  nChanged 43
		SP:Iteration 35Q (19133.010000 sec): 3 clusters
  Score: Raw -3608200.048889 + Penalty 4936.329747 = -3603263.719142
  nChanged 34
		SP:Iteration 36Q (19133.330000 sec): 3 clusters
  Score: Raw -3608203.616530 + Penalty 4936.329747 = -3603267.286783
  nChanged 27
		SP:Iteration 37Q (19133.600000 sec): 3 clusters
  Score: Raw -3608206.116223 + Penalty 4936.329747 = -3603269.786476
  nChanged 27
		SP:Iteration 38Q (19133.900000 sec): 3 clusters
  Score: Raw -3608208.552443 + Penalty 4936.329747 = -3603272.222695
  nChanged 23
		SP:Iteration 39Q (19134.210000 sec): 3 clusters
  Score: Raw -3608210.645348 + Penalty 4936.329747 = -3603274.315601
  nChanged 17
		SP:Iteration 40F (19134.550000 sec): 3 clusters
  Score: Raw -3608212.014237 + Penalty 4936.329747 = -3603275.684490
  nChanged 13
		SP:Iteration 41Q (19134.870000 sec): 3 clusters
  Score: Raw -3608213.049073 + Penalty 4936.329747 = -3603276.719326
  nChanged 9
		SP:Iteration 42Q (19135.210000 sec): 3 clusters
  Score: Raw -3608213.744328 + Penalty 4936.329747 = -3603277.414580
  nChanged 9
		SP:Iteration 43Q (19135.470000 sec): 3 clusters
  Score: Raw -3608214.385804 + Penalty 4936.329747 = -3603278.056057
  nChanged 7
		SP:Iteration 44Q (19135.780000 sec): 3 clusters
  Score: Raw -3608214.860170 + Penalty 4936.329747 = -3603278.530422
  nChanged 1
		SP:Iteration 45Q (19136.070000 sec): 3 clusters
  Score: Raw -3608214.958827 + Penalty 4936.329747 = -3603278.629080
  nChanged 0
		SP:Iteration 46F (19136.370000 sec): 3 clusters
  Score: Raw -3608214.958827 + Penalty 4936.329747 = -3603278.629080
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19136.950000 sec): 2 clusters
  Score: Raw -17109730.510004 + Penalty 2845.231449 = -17106885.278555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19137.920000 sec): 3 clusters
  Score: Raw -17048209.692752 + Penalty 5690.462898 = -17042519.229854
  nChanged 45486
		SP:Iteration 1F (19138.840000 sec): 3 clusters
  Score: Raw -17074418.174011 + Penalty 5690.462898 = -17068727.711114
  nChanged 3768
		SP:Iteration 2Q (19139.790000 sec): 3 clusters
  Score: Raw -17075559.264959 + Penalty 5690.462898 = -17069868.802061
  nChanged 4219
		SP:Iteration 3Q (19140.820000 sec): 3 clusters
  Score: Raw -17077184.212642 + Penalty 5690.462898 = -17071493.749745
  nChanged 5270
		SP:Iteration 4F (19141.800000 sec): 3 clusters
  Score: Raw -17079880.853578 + Penalty 5690.462898 = -17074190.390681
  nChanged 6637
		SP:Iteration 5F (19142.830000 sec): 3 clusters
  Score: Raw -17084297.234408 + Penalty 5690.462898 = -17078606.771510
  nChanged 7847
		SP:Iteration 6F (19143.730000 sec): 3 clusters
  Score: Raw -17090751.606002 + Penalty 5690.462898 = -17085061.143105
  nChanged 7914
		SP:Iteration 7F (19144.810000 sec): 3 clusters
  Score: Raw -17098150.167900 + Penalty 5690.462898 = -17092459.705002
  nChanged 6139
		SP:Iteration 8F (19145.680000 sec): 3 clusters
  Score: Raw -17104134.950379 + Penalty 5690.462898 = -17098444.487482
  nChanged 3633
		SP:Iteration 9Q (19146.600000 sec): 3 clusters
  Score: Raw -17107686.393585 + Penalty 5690.462898 = -17101995.930687
  nChanged 1577
		SP:Iteration 10Q (19147.470000 sec): 3 clusters
  Score: Raw -17109205.319444 + Penalty 5690.462898 = -17103514.856546
  nChanged 498
		SP:Iteration 11Q (19148.310000 sec): 3 clusters
  Score: Raw -17109744.459618 + Penalty 5690.462898 = -17104053.996721
  nChanged 153
		SP:Iteration 12Q (19149.110000 sec): 3 clusters
  Score: Raw -17109932.236126 + Penalty 5690.462898 = -17104241.773228
  nChanged 57
		SP:Iteration 13Q (19149.810000 sec): 3 clusters
  Score: Raw -17110012.155997 + Penalty 5690.462898 = -17104321.693100
  nChanged 34
		SP:Iteration 14Q (19150.610000 sec): 3 clusters
  Score: Raw -17110054.525503 + Penalty 5690.462898 = -17104364.062605
  nChanged 18
		SP:Iteration 15Q (19151.390000 sec): 3 clusters
  Score: Raw -17110085.531969 + Penalty 5690.462898 = -17104395.069072
  nChanged 15
		SP:Iteration 16Q (19152.200000 sec): 3 clusters
  Score: Raw -17110111.907817 + Penalty 5690.462898 = -17104421.444920
  nChanged 6
		SP:Iteration 17Q (19152.900000 sec): 3 clusters
  Score: Raw -17110118.927432 + Penalty 5690.462898 = -17104428.464534
  nChanged 6
		SP:Iteration 18Q (19153.670000 sec): 3 clusters
  Score: Raw -17110125.891543 + Penalty 5690.462898 = -17104435.428645
  nChanged 3
		SP:Iteration 19Q (19154.430000 sec): 3 clusters
  Score: Raw -17110130.454834 + Penalty 5690.462898 = -17104439.991936
  nChanged 3
		SP:Iteration 20F (19155.270000 sec): 3 clusters
  Score: Raw -17110131.513618 + Penalty 5690.462898 = -17104441.050720
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19155.440000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19155.630000 sec): 3 clusters
  Score: Raw -82582.032437 + Penalty 3110.410262 = -79471.622175
  nChanged 102
		SP:Iteration 1F (19155.770000 sec): 3 clusters
  Score: Raw -82773.484833 + Penalty 3110.410262 = -79663.074571
  nChanged 23
		SP:Iteration 2Q (19155.960000 sec): 3 clusters
  Score: Raw -82830.102645 + Penalty 3110.410262 = -79719.692383
  nChanged 13
		SP:Iteration 3Q (19156.090000 sec): 3 clusters
  Score: Raw -82863.960946 + Penalty 3110.410262 = -79753.550684
  nChanged 5
		SP:Iteration 4Q (19156.230000 sec): 3 clusters
  Score: Raw -82872.724105 + Penalty 3110.410262 = -79762.313843
  nChanged 1
		SP:Iteration 5Q (19156.390000 sec): 3 clusters
  Score: Raw -82874.802230 + Penalty 3110.410262 = -79764.391967
  nChanged 1
		SP:Iteration 6Q (19156.540000 sec): 3 clusters
  Score: Raw -82877.837758 + Penalty 3110.410262 = -79767.427496
  nChanged 0
		SP:Iteration 7F (19156.710000 sec): 3 clusters
  Score: Raw -82877.837758 + Penalty 3110.410262 = -79767.427496
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19156.750000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19156.930000 sec): 3 clusters
  Score: Raw -34388.468819 + Penalty 2645.028521 = -31743.440297
  nChanged 23
		SP:Iteration 1F (19157.100000 sec): 3 clusters
  Score: Raw -34491.453260 + Penalty 2645.028521 = -31846.424738
  nChanged 7
		SP:Iteration 2Q (19157.280000 sec): 3 clusters
  Score: Raw -34529.363765 + Penalty 2645.028521 = -31884.335244
  nChanged 2
		SP:Iteration 3Q (19157.450000 sec): 3 clusters
  Score: Raw -34536.837908 + Penalty 2645.028521 = -31891.809386
  nChanged 1
		SP:Iteration 4Q (19157.650000 sec): 3 clusters
  Score: Raw -34539.106889 + Penalty 2645.028521 = -31894.078368
  nChanged 0
		SP:Iteration 5F (19157.820000 sec): 3 clusters
  Score: Raw -34539.106889 + Penalty 2645.028521 = -31894.078368
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19157.910000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19158.100000 sec): 3 clusters
  Score: Raw -18246.471359 + Penalty 2331.438261 = -15915.033098
  nChanged 1
		SP:Iteration 1Q (19158.230000 sec): 3 clusters
  Score: Raw -18261.928687 + Penalty 2331.438261 = -15930.490425
  nChanged 0
		SP:Iteration 2F (19158.350000 sec): 3 clusters
  Score: Raw -18261.928687 + Penalty 2331.438261 = -15930.490425
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19158.410000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19158.550000 sec): 3 clusters
  Score: Raw -79110.360783 + Penalty 3061.163496 = -76049.197286
  nChanged 92
		SP:Iteration 1F (19158.680000 sec): 3 clusters
  Score: Raw -79283.662966 + Penalty 3061.163496 = -76222.499469
  nChanged 17
		SP:Iteration 2Q (19158.860000 sec): 3 clusters
  Score: Raw -79331.241578 + Penalty 3061.163496 = -76270.078081
  nChanged 5
		SP:Iteration 3Q (19159.040000 sec): 3 clusters
  Score: Raw -79342.477959 + Penalty 3061.163496 = -76281.314463
  nChanged 4
		SP:Iteration 4Q (19159.210000 sec): 3 clusters
  Score: Raw -79355.137035 + Penalty 3061.163496 = -76293.973539
  nChanged 2
		SP:Iteration 5Q (19159.390000 sec): 3 clusters
  Score: Raw -79360.247230 + Penalty 3061.163496 = -76299.083733
  nChanged 4
		SP:Iteration 6Q (19159.570000 sec): 3 clusters
  Score: Raw -79372.566231 + Penalty 3061.163496 = -76311.402735
  nChanged 5
		SP:Iteration 7Q (19159.740000 sec): 3 clusters
  Score: Raw -79382.715194 + Penalty 3061.163496 = -76321.551698
  nChanged 0
		SP:Iteration 8F (19159.910000 sec): 3 clusters
  Score: Raw -79382.715194 + Penalty 3061.163496 = -76321.551698
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19159.980000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19160.150000 sec): 3 clusters
  Score: Raw -128732.648984 + Penalty 3282.894536 = -125449.754448
  nChanged 171
		SP:Iteration 1F (19160.330000 sec): 3 clusters
  Score: Raw -128981.572734 + Penalty 3282.894536 = -125698.678198
  nChanged 50
		SP:Iteration 2F (19160.510000 sec): 3 clusters
  Score: Raw -129074.352672 + Penalty 3282.894536 = -125791.458136
  nChanged 25
		SP:Iteration 3Q (19160.680000 sec): 3 clusters
  Score: Raw -129122.516252 + Penalty 3282.894536 = -125839.621716
  nChanged 19
		SP:Iteration 4Q (19160.860000 sec): 3 clusters
  Score: Raw -129162.123286 + Penalty 3282.894536 = -125879.228750
  nChanged 14
		SP:Iteration 5Q (19161.030000 sec): 3 clusters
  Score: Raw -129195.079986 + Penalty 3282.894536 = -125912.185450
  nChanged 10
		SP:Iteration 6Q (19161.250000 sec): 3 clusters
  Score: Raw -129213.105571 + Penalty 3282.894536 = -125930.211036
  nChanged 10
		SP:Iteration 7Q (19161.470000 sec): 3 clusters
  Score: Raw -129232.261313 + Penalty 3282.894536 = -125949.366778
  nChanged 6
		SP:Iteration 8Q (19161.710000 sec): 3 clusters
  Score: Raw -129239.159450 + Penalty 3282.894536 = -125956.264914
  nChanged 3
		SP:Iteration 9Q (19161.890000 sec): 3 clusters
  Score: Raw -129254.877271 + Penalty 3282.894536 = -125971.982735
  nChanged 3
		SP:Iteration 10Q (19162.030000 sec): 3 clusters
  Score: Raw -129263.101683 + Penalty 3282.894536 = -125980.207147
  nChanged 4
		SP:Iteration 11Q (19162.170000 sec): 3 clusters
  Score: Raw -129274.248622 + Penalty 3282.894536 = -125991.354086
  nChanged 5
		SP:Iteration 12Q (19162.320000 sec): 3 clusters
  Score: Raw -129290.638345 + Penalty 3282.894536 = -126007.743809
  nChanged 0
		SP:Iteration 13F (19162.470000 sec): 3 clusters
  Score: Raw -129290.638345 + Penalty 3282.894536 = -126007.743809
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19162.550000 sec): 2 clusters
  Score: Raw -19942.114045 + Penalty 1311.490224 = -18630.623821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19162.710000 sec): 3 clusters
  Score: Raw -20221.814441 + Penalty 2622.980447 = -17598.833994
  nChanged 28
		SP:Iteration 1F (19162.870000 sec): 3 clusters
  Score: Raw -20324.376286 + Penalty 2622.980447 = -17701.395839
  nChanged 6
		SP:Iteration 2Q (19163.030000 sec): 3 clusters
  Score: Raw -20360.001132 + Penalty 2622.980447 = -17737.020685
  nChanged 1
		SP:Iteration 3Q (19163.190000 sec): 3 clusters
  Score: Raw -20362.661550 + Penalty 2622.980447 = -17739.681103
  nChanged 1
		SP:Iteration 4Q (19163.350000 sec): 3 clusters
  Score: Raw -20364.378650 + Penalty 2622.980447 = -17741.398202
  nChanged 1
		SP:Iteration 5Q (19163.510000 sec): 3 clusters
  Score: Raw -20366.437573 + Penalty 2622.980447 = -17743.457126
  nChanged 1
		SP:Iteration 6Q (19163.670000 sec): 3 clusters
  Score: Raw -20367.755727 + Penalty 2622.980447 = -17744.775280
  nChanged 0
		SP:Iteration 7F (19163.810000 sec): 3 clusters
  Score: Raw -20367.755727 + Penalty 2622.980447 = -17744.775280
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19163.920000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19164.090000 sec): 3 clusters
  Score: Raw -134634.256457 + Penalty 3290.125943 = -131344.130515
  nChanged 161
		SP:Iteration 1F (19164.250000 sec): 3 clusters
  Score: Raw -134867.636174 + Penalty 3290.125943 = -131577.510231
  nChanged 37
		SP:Iteration 2Q (19164.510000 sec): 3 clusters
  Score: Raw -134932.094848 + Penalty 3290.125943 = -131641.968905
  nChanged 22
		SP:Iteration 3Q (19164.690000 sec): 3 clusters
  Score: Raw -134960.002098 + Penalty 3290.125943 = -131669.876155
  nChanged 10
		SP:Iteration 4Q (19164.870000 sec): 3 clusters
  Score: Raw -134973.551602 + Penalty 3290.125943 = -131683.425659
  nChanged 7
		SP:Iteration 5Q (19165.070000 sec): 3 clusters
  Score: Raw -134984.887155 + Penalty 3290.125943 = -131694.761212
  nChanged 6
		SP:Iteration 6Q (19165.200000 sec): 3 clusters
  Score: Raw -134997.035730 + Penalty 3290.125943 = -131706.909787
  nChanged 4
		SP:Iteration 7Q (19165.330000 sec): 3 clusters
  Score: Raw -135002.982261 + Penalty 3290.125943 = -131712.856318
  nChanged 3
		SP:Iteration 8Q (19165.440000 sec): 3 clusters
  Score: Raw -135009.318411 + Penalty 3290.125943 = -131719.192468
  nChanged 0
		SP:Iteration 9F (19165.570000 sec): 3 clusters
  Score: Raw -135009.318411 + Penalty 3290.125943 = -131719.192468
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19165.650000 sec): 2 clusters
  Score: Raw -270851.641440 + Penalty 1823.405393 = -269028.236047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19165.780000 sec): 3 clusters
  Score: Raw -270369.506467 + Penalty 3646.810786 = -266722.695681
  nChanged 479
		SP:Iteration 1F (19165.950000 sec): 3 clusters
  Score: Raw -270766.513548 + Penalty 3646.810786 = -267119.702763
  nChanged 116
		SP:Iteration 2F (19166.160000 sec): 3 clusters
  Score: Raw -270920.246439 + Penalty 3646.810786 = -267273.435653
  nChanged 88
		SP:Iteration 3F (19166.330000 sec): 3 clusters
  Score: Raw -271029.566519 + Penalty 3646.810786 = -267382.755733
  nChanged 67
		SP:Iteration 4Q (19166.500000 sec): 3 clusters
  Score: Raw -271143.203306 + Penalty 3646.810786 = -267496.392520
  nChanged 79
		SP:Iteration 5F (19166.660000 sec): 3 clusters
  Score: Raw -271249.609638 + Penalty 3646.810786 = -267602.798853
  nChanged 52
		SP:Iteration 6Q (19166.830000 sec): 3 clusters
  Score: Raw -271311.506921 + Penalty 3646.810786 = -267664.696135
  nChanged 33
		SP:Iteration 7Q (19166.950000 sec): 3 clusters
  Score: Raw -271345.129161 + Penalty 3646.810786 = -267698.318375
  nChanged 21
		SP:Iteration 8Q (19167.100000 sec): 3 clusters
  Score: Raw -271364.464733 + Penalty 3646.810786 = -267717.653947
  nChanged 14
		SP:Iteration 9Q (19167.190000 sec): 3 clusters
  Score: Raw -271375.282492 + Penalty 3646.810786 = -267728.471706
  nChanged 14
		SP:Iteration 10Q (19167.340000 sec): 3 clusters
  Score: Raw -271391.766037 + Penalty 3646.810786 = -267744.955251
  nChanged 9
		SP:Iteration 11Q (19167.510000 sec): 3 clusters
  Score: Raw -271399.388743 + Penalty 3646.810786 = -267752.577957
  nChanged 5
		SP:Iteration 12Q (19167.650000 sec): 3 clusters
  Score: Raw -271402.958083 + Penalty 3646.810786 = -267756.147298
  nChanged 3
		SP:Iteration 13Q (19167.850000 sec): 3 clusters
  Score: Raw -271404.365597 + Penalty 3646.810786 = -267757.554811
  nChanged 1
		SP:Iteration 14Q (19167.990000 sec): 3 clusters
  Score: Raw -271404.590619 + Penalty 3646.810786 = -267757.779833
  nChanged 1
		SP:Iteration 15Q (19168.120000 sec): 3 clusters
  Score: Raw -271405.519308 + Penalty 3646.810786 = -267758.708522
  nChanged 1
		SP:Iteration 16Q (19168.250000 sec): 3 clusters
  Score: Raw -271406.081984 + Penalty 3646.810786 = -267759.271198
  nChanged 0
		SP:Iteration 17F (19168.370000 sec): 3 clusters
  Score: Raw -271406.081984 + Penalty 3646.810786 = -267759.271198
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19168.460000 sec): 2 clusters
  Score: Raw -60879.898840 + Penalty 1493.213791 = -59386.685049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19168.600000 sec): 3 clusters
  Score: Raw -61021.415338 + Penalty 2986.427581 = -58034.987757
  nChanged 76
		SP:Iteration 1F (19168.730000 sec): 3 clusters
  Score: Raw -61239.841641 + Penalty 2986.427581 = -58253.414060
  nChanged 28
		SP:Iteration 2F (19168.820000 sec): 3 clusters
  Score: Raw -61415.833024 + Penalty 2986.427581 = -58429.405443
  nChanged 25
		SP:Iteration 3F (19168.960000 sec): 3 clusters
  Score: Raw -61573.919826 + Penalty 2986.427581 = -58587.492245
  nChanged 23
		SP:Iteration 4F (19169.090000 sec): 3 clusters
  Score: Raw -61741.900265 + Penalty 2986.427581 = -58755.472684
  nChanged 19
		SP:Iteration 5Q (19169.230000 sec): 3 clusters
  Score: Raw -61904.959756 + Penalty 2986.427581 = -58918.532175
  nChanged 11
		SP:Iteration 6Q (19169.370000 sec): 3 clusters
  Score: Raw -61967.561099 + Penalty 2986.427581 = -58981.133518
  nChanged 7
		SP:Iteration 7Q (19169.450000 sec): 3 clusters
  Score: Raw -61999.030715 + Penalty 2986.427581 = -59012.603134
  nChanged 3
		SP:Iteration 8Q (19169.610000 sec): 3 clusters
  Score: Raw -62012.899638 + Penalty 2986.427581 = -59026.472056
  nChanged 1
		SP:Iteration 9Q (19169.730000 sec): 3 clusters
  Score: Raw -62027.703060 + Penalty 2986.427581 = -59041.275479
  nChanged 2
		SP:Iteration 10Q (19169.870000 sec): 3 clusters
  Score: Raw -62042.362611 + Penalty 2986.427581 = -59055.935030
  nChanged 1
		SP:Iteration 11Q (19170.040000 sec): 3 clusters
  Score: Raw -62048.063326 + Penalty 2986.427581 = -59061.635745
  nChanged 0
		SP:Iteration 12F (19170.240000 sec): 3 clusters
  Score: Raw -62048.063326 + Penalty 2986.427581 = -59061.635745
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19170.330000 sec): 2 clusters
  Score: Raw -186857.002019 + Penalty 1743.871832 = -185113.130187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19170.500000 sec): 3 clusters
  Score: Raw -186564.429277 + Penalty 3487.743664 = -183076.685612
  nChanged 320
		SP:Iteration 1F (19170.690000 sec): 3 clusters
  Score: Raw -187001.076435 + Penalty 3487.743664 = -183513.332770
  nChanged 97
		SP:Iteration 2F (19170.880000 sec): 3 clusters
  Score: Raw -187232.554134 + Penalty 3487.743664 = -183744.810470
  nChanged 57
		SP:Iteration 3F (19171.040000 sec): 3 clusters
  Score: Raw -187352.282169 + Penalty 3487.743664 = -183864.538505
  nChanged 39
		SP:Iteration 4Q (19171.210000 sec): 3 clusters
  Score: Raw -187417.707769 + Penalty 3487.743664 = -183929.964105
  nChanged 28
		SP:Iteration 5Q (19171.330000 sec): 3 clusters
  Score: Raw -187457.890039 + Penalty 3487.743664 = -183970.146374
  nChanged 21
		SP:Iteration 6Q (19171.530000 sec): 3 clusters
  Score: Raw -187496.665694 + Penalty 3487.743664 = -184008.922030
  nChanged 19
		SP:Iteration 7Q (19171.660000 sec): 3 clusters
  Score: Raw -187528.083534 + Penalty 3487.743664 = -184040.339869
  nChanged 17
		SP:Iteration 8Q (19171.790000 sec): 3 clusters
  Score: Raw -187556.972833 + Penalty 3487.743664 = -184069.229168
  nChanged 21
		SP:Iteration 9Q (19171.920000 sec): 3 clusters
  Score: Raw -187593.236587 + Penalty 3487.743664 = -184105.492923
  nChanged 24
		SP:Iteration 10Q (19172.010000 sec): 3 clusters
  Score: Raw -187631.298403 + Penalty 3487.743664 = -184143.554739
  nChanged 22
		SP:Iteration 11Q (19172.150000 sec): 3 clusters
  Score: Raw -187674.324929 + Penalty 3487.743664 = -184186.581265
  nChanged 15
		SP:Iteration 12Q (19172.290000 sec): 3 clusters
  Score: Raw -187704.357476 + Penalty 3487.743664 = -184216.613811
  nChanged 10
		SP:Iteration 13Q (19172.430000 sec): 3 clusters
  Score: Raw -187728.311987 + Penalty 3487.743664 = -184240.568323
  nChanged 11
		SP:Iteration 14Q (19172.570000 sec): 3 clusters
  Score: Raw -187748.119240 + Penalty 3487.743664 = -184260.375575
  nChanged 7
		SP:Iteration 15Q (19172.720000 sec): 3 clusters
  Score: Raw -187758.715532 + Penalty 3487.743664 = -184270.971868
  nChanged 7
		SP:Iteration 16Q (19172.860000 sec): 3 clusters
  Score: Raw -187766.292159 + Penalty 3487.743664 = -184278.548495
  nChanged 7
		SP:Iteration 17Q (19172.950000 sec): 3 clusters
  Score: Raw -187777.223558 + Penalty 3487.743664 = -184289.479894
  nChanged 7
		SP:Iteration 18Q (19173.180000 sec): 3 clusters
  Score: Raw -187787.158391 + Penalty 3487.743664 = -184299.414727
  nChanged 6
		SP:Iteration 19Q (19173.370000 sec): 3 clusters
  Score: Raw -187797.310602 + Penalty 3487.743664 = -184309.566938
  nChanged 6
		SP:Iteration 20F (19173.560000 sec): 3 clusters
  Score: Raw -187811.302476 + Penalty 3487.743664 = -184323.558811
  nChanged 5
		SP:Iteration 21Q (19173.670000 sec): 3 clusters
  Score: Raw -187819.428233 + Penalty 3487.743664 = -184331.684569
  nChanged 4
		SP:Iteration 22Q (19173.850000 sec): 3 clusters
  Score: Raw -187825.087504 + Penalty 3487.743664 = -184337.343840
  nChanged 5
		SP:Iteration 23Q (19174.050000 sec): 3 clusters
  Score: Raw -187832.369350 + Penalty 3487.743664 = -184344.625686
  nChanged 7
		SP:Iteration 24Q (19174.270000 sec): 3 clusters
  Score: Raw -187842.369997 + Penalty 3487.743664 = -184354.626332
  nChanged 4
		SP:Iteration 25Q (19174.490000 sec): 3 clusters
  Score: Raw -187848.927900 + Penalty 3487.743664 = -184361.184236
  nChanged 3
		SP:Iteration 26Q (19174.660000 sec): 3 clusters
  Score: Raw -187852.079175 + Penalty 3487.743664 = -184364.335510
  nChanged 1
		SP:Iteration 27Q (19174.810000 sec): 3 clusters
  Score: Raw -187854.029789 + Penalty 3487.743664 = -184366.286125
  nChanged 3
		SP:Iteration 28Q (19174.970000 sec): 3 clusters
  Score: Raw -187858.695471 + Penalty 3487.743664 = -184370.951807
  nChanged 4
		SP:Iteration 29Q (19175.130000 sec): 3 clusters
  Score: Raw -187864.750301 + Penalty 3487.743664 = -184377.006636
  nChanged 2
		SP:Iteration 30Q (19175.290000 sec): 3 clusters
  Score: Raw -187868.353834 + Penalty 3487.743664 = -184380.610169
  nChanged 3
		SP:Iteration 31Q (19175.450000 sec): 3 clusters
  Score: Raw -187874.796407 + Penalty 3487.743664 = -184387.052743
  nChanged 0
		SP:Iteration 32F (19175.620000 sec): 3 clusters
  Score: Raw -187874.796407 + Penalty 3487.743664 = -184387.052743
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19176.290000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19177.250000 sec): 3 clusters
  Score: Raw -19043813.572134 + Penalty 5708.955617 = -19038104.616517
  nChanged 47129
		SP:Iteration 1F (19178.160000 sec): 3 clusters
  Score: Raw -19070897.116019 + Penalty 5708.955617 = -19065188.160402
  nChanged 3366
		SP:Iteration 2Q (19179.150000 sec): 3 clusters
  Score: Raw -19071771.367128 + Penalty 5708.955617 = -19066062.411510
  nChanged 3544
		SP:Iteration 3Q (19180.080000 sec): 3 clusters
  Score: Raw -19072895.971842 + Penalty 5708.955617 = -19067187.016224
  nChanged 4062
		SP:Iteration 4Q (19181.020000 sec): 3 clusters
  Score: Raw -19074494.106980 + Penalty 5708.955617 = -19068785.151362
  nChanged 4885
		SP:Iteration 5Q (19181.940000 sec): 3 clusters
  Score: Raw -19076954.777363 + Penalty 5708.955617 = -19071245.821746
  nChanged 5948
		SP:Iteration 6F (19182.830000 sec): 3 clusters
  Score: Raw -19080670.465553 + Penalty 5708.955617 = -19074961.509936
  nChanged 7004
		SP:Iteration 7F (19183.770000 sec): 3 clusters
  Score: Raw -19085923.510085 + Penalty 5708.955617 = -19080214.554467
  nChanged 7510
		SP:Iteration 8F (19184.720000 sec): 3 clusters
  Score: Raw -19092361.078449 + Penalty 5708.955617 = -19086652.122831
  nChanged 7024
		SP:Iteration 9F (19185.630000 sec): 3 clusters
  Score: Raw -19098807.323887 + Penalty 5708.955617 = -19093098.368270
  nChanged 5090
		SP:Iteration 10F (19186.600000 sec): 3 clusters
  Score: Raw -19103580.807609 + Penalty 5708.955617 = -19097871.851991
  nChanged 2901
		SP:Iteration 11Q (19187.450000 sec): 3 clusters
  Score: Raw -19106242.752039 + Penalty 5708.955617 = -19100533.796422
  nChanged 1208
		SP:Iteration 12Q (19188.210000 sec): 3 clusters
  Score: Raw -19107329.238726 + Penalty 5708.955617 = -19101620.283109
  nChanged 396
		SP:Iteration 13Q (19188.930000 sec): 3 clusters
  Score: Raw -19107706.156210 + Penalty 5708.955617 = -19101997.200593
  nChanged 127
		SP:Iteration 14Q (19189.750000 sec): 3 clusters
  Score: Raw -19107868.789634 + Penalty 5708.955617 = -19102159.834016
  nChanged 59
		SP:Iteration 15Q (19190.480000 sec): 3 clusters
  Score: Raw -19107954.721428 + Penalty 5708.955617 = -19102245.765811
  nChanged 31
		SP:Iteration 16Q (19191.320000 sec): 3 clusters
  Score: Raw -19108007.245196 + Penalty 5708.955617 = -19102298.289579
  nChanged 19
		SP:Iteration 17Q (19192.150000 sec): 3 clusters
  Score: Raw -19108034.635602 + Penalty 5708.955617 = -19102325.679985
  nChanged 8
		SP:Iteration 18Q (19192.970000 sec): 3 clusters
  Score: Raw -19108043.871240 + Penalty 5708.955617 = -19102334.915623
  nChanged 8
		SP:Iteration 19Q (19193.810000 sec): 3 clusters
  Score: Raw -19108052.912773 + Penalty 5708.955617 = -19102343.957155
  nChanged 3
		SP:Iteration 20F (19194.750000 sec): 3 clusters
  Score: Raw -19108056.927735 + Penalty 5708.955617 = -19102347.972117
  nChanged 2
		SP:Iteration 21Q (19195.550000 sec): 3 clusters
  Score: Raw -19108059.016240 + Penalty 5708.955617 = -19102350.060622
  nChanged 1
		SP:Iteration 22Q (19196.480000 sec): 3 clusters
  Score: Raw -19108061.346441 + Penalty 5708.955617 = -19102352.390823
  nChanged 0
		SP:Iteration 23F (19197.400000 sec): 3 clusters
  Score: Raw -19108061.346441 + Penalty 5708.955617 = -19102352.390823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19197.520000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19197.710000 sec): 3 clusters
  Score: Raw -50649.438695 + Penalty 2829.076107 = -47820.362588
  nChanged 30
		SP:Iteration 1F (19197.880000 sec): 3 clusters
  Score: Raw -50754.692571 + Penalty 2829.076107 = -47925.616464
  nChanged 4
		SP:Iteration 2Q (19198.090000 sec): 3 clusters
  Score: Raw -50768.807833 + Penalty 2829.076107 = -47939.731726
  nChanged 2
		SP:Iteration 3Q (19198.190000 sec): 3 clusters
  Score: Raw -50774.869062 + Penalty 2829.076107 = -47945.792955
  nChanged 2
		SP:Iteration 4Q (19198.350000 sec): 3 clusters
  Score: Raw -50784.175974 + Penalty 2829.076107 = -47955.099866
  nChanged 2
		SP:Iteration 5Q (19198.530000 sec): 3 clusters
  Score: Raw -50791.703626 + Penalty 2829.076107 = -47962.627518
  nChanged 1
		SP:Iteration 6Q (19198.710000 sec): 3 clusters
  Score: Raw -50792.868626 + Penalty 2829.076107 = -47963.792519
  nChanged 0
		SP:Iteration 7F (19198.850000 sec): 3 clusters
  Score: Raw -50792.868626 + Penalty 2829.076107 = -47963.792519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19198.950000 sec): 2 clusters
  Score: Raw -27221.855790 + Penalty 1286.471680 = -25935.384110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19199.130000 sec): 3 clusters
  Score: Raw -27465.309924 + Penalty 2572.943360 = -24892.366564
  nChanged 16
		SP:Iteration 1F (19199.290000 sec): 3 clusters
  Score: Raw -27537.672658 + Penalty 2572.943360 = -24964.729299
  nChanged 7
		SP:Iteration 2Q (19199.420000 sec): 3 clusters
  Score: Raw -27586.543566 + Penalty 2572.943360 = -25013.600206
  nChanged 2
		SP:Iteration 3Q (19199.620000 sec): 3 clusters
  Score: Raw -27612.597955 + Penalty 2572.943360 = -25039.654596
  nChanged 0
		SP:Iteration 4F (19199.790000 sec): 3 clusters
  Score: Raw -27612.597955 + Penalty 2572.943360 = -25039.654596
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19199.900000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19200.050000 sec): 3 clusters
  Score: Raw -47987.943862 + Penalty 2810.547637 = -45177.396225
  nChanged 31
		SP:Iteration 1F (19200.230000 sec): 3 clusters
  Score: Raw -48081.497185 + Penalty 2810.547637 = -45270.949548
  nChanged 7
		SP:Iteration 2Q (19200.320000 sec): 3 clusters
  Score: Raw -48102.128141 + Penalty 2810.547637 = -45291.580504
  nChanged 0
		SP:Iteration 3F (19200.480000 sec): 3 clusters
  Score: Raw -48102.128141 + Penalty 2810.547637 = -45291.580504
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19200.560000 sec): 2 clusters
  Score: Raw -152114.788091 + Penalty 1692.983215 = -150421.804876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19200.700000 sec): 3 clusters
  Score: Raw -151973.973281 + Penalty 3385.966431 = -148588.006850
  nChanged 254
		SP:Iteration 1F (19200.850000 sec): 3 clusters
  Score: Raw -152439.739141 + Penalty 3385.966431 = -149053.772710
  nChanged 104
		SP:Iteration 2F (19200.990000 sec): 3 clusters
  Score: Raw -152752.339106 + Penalty 3385.966431 = -149366.372675
  nChanged 68
		SP:Iteration 3F (19201.250000 sec): 3 clusters
  Score: Raw -152999.604850 + Penalty 3385.966431 = -149613.638420
  nChanged 45
		SP:Iteration 4Q (19201.450000 sec): 3 clusters
  Score: Raw -153230.518187 + Penalty 3385.966431 = -149844.551756
  nChanged 45
		SP:Iteration 5Q (19201.580000 sec): 3 clusters
  Score: Raw -153393.406855 + Penalty 3385.966431 = -150007.440424
  nChanged 39
		SP:Iteration 6Q (19201.680000 sec): 3 clusters
  Score: Raw -153527.681310 + Penalty 3385.966431 = -150141.714879
  nChanged 31
		SP:Iteration 7Q (19201.860000 sec): 3 clusters
  Score: Raw -153637.894749 + Penalty 3385.966431 = -150251.928318
  nChanged 30
		SP:Iteration 8Q (19202.040000 sec): 3 clusters
  Score: Raw -153738.504773 + Penalty 3385.966431 = -150352.538342
  nChanged 22
		SP:Iteration 9Q (19202.190000 sec): 3 clusters
  Score: Raw -153796.883299 + Penalty 3385.966431 = -150410.916869
  nChanged 16
		SP:Iteration 10Q (19202.350000 sec): 3 clusters
  Score: Raw -153834.299624 + Penalty 3385.966431 = -150448.333193
  nChanged 12
		SP:Iteration 11Q (19202.540000 sec): 3 clusters
  Score: Raw -153867.387634 + Penalty 3385.966431 = -150481.421203
  nChanged 10
		SP:Iteration 12Q (19202.630000 sec): 3 clusters
  Score: Raw -153888.709829 + Penalty 3385.966431 = -150502.743398
  nChanged 5
		SP:Iteration 13Q (19202.800000 sec): 3 clusters
  Score: Raw -153899.031386 + Penalty 3385.966431 = -150513.064955
  nChanged 5
		SP:Iteration 14Q (19202.950000 sec): 3 clusters
  Score: Raw -153910.398480 + Penalty 3385.966431 = -150524.432050
  nChanged 4
		SP:Iteration 15Q (19203.070000 sec): 3 clusters
  Score: Raw -153918.504687 + Penalty 3385.966431 = -150532.538256
  nChanged 2
		SP:Iteration 16Q (19203.190000 sec): 3 clusters
  Score: Raw -153922.353622 + Penalty 3385.966431 = -150536.387191
  nChanged 0
		SP:Iteration 17F (19203.330000 sec): 3 clusters
  Score: Raw -153922.353622 + Penalty 3385.966431 = -150536.387191
  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 3.86 GB.

 Trying to split cluster 32 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19203.470000 sec): 2 clusters
  Score: Raw -44326.406439 + Penalty 1460.441734 = -42865.964705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19203.650000 sec): 3 clusters
  Score: Raw -44507.903258 + Penalty 2920.883467 = -41587.019790
  nChanged 63
		SP:Iteration 1F (19203.780000 sec): 3 clusters
  Score: Raw -44647.206781 + Penalty 2920.883467 = -41726.323314
  nChanged 20
		SP:Iteration 2F (19203.880000 sec): 3 clusters
  Score: Raw -44725.503338 + Penalty 2920.883467 = -41804.619871
  nChanged 17
		SP:Iteration 3Q (19204.040000 sec): 3 clusters
  Score: Raw -44796.644177 + Penalty 2920.883467 = -41875.760710
  nChanged 14
		SP:Iteration 4Q (19204.180000 sec): 3 clusters
  Score: Raw -44853.370589 + Penalty 2920.883467 = -41932.487122
  nChanged 10
		SP:Iteration 5Q (19204.290000 sec): 3 clusters
  Score: Raw -44889.857103 + Penalty 2920.883467 = -41968.973635
  nChanged 6
		SP:Iteration 6Q (19204.440000 sec): 3 clusters
  Score: Raw -44925.200564 + Penalty 2920.883467 = -42004.317097
  nChanged 7
		SP:Iteration 7Q (19204.590000 sec): 3 clusters
  Score: Raw -44961.071948 + Penalty 2920.883467 = -42040.188481
  nChanged 3
		SP:Iteration 8Q (19204.770000 sec): 3 clusters
  Score: Raw -44970.228817 + Penalty 2920.883467 = -42049.345350
  nChanged 1
		SP:Iteration 9Q (19204.910000 sec): 3 clusters
  Score: Raw -44972.740139 + Penalty 2920.883467 = -42051.856672
  nChanged 0
		SP:Iteration 10F (19205.040000 sec): 3 clusters
  Score: Raw -44972.941573 + Penalty 2920.883467 = -42052.058106
  nChanged 1
		SP:Iteration 11Q (19205.240000 sec): 3 clusters
  Score: Raw -44976.688132 + Penalty 2920.883467 = -42055.804664
  nChanged 2
		SP:Iteration 12Q (19205.430000 sec): 3 clusters
  Score: Raw -44984.227540 + Penalty 2920.883467 = -42063.344072
  nChanged 1
		SP:Iteration 13Q (19205.530000 sec): 3 clusters
  Score: Raw -44984.820794 + Penalty 2920.883467 = -42063.937327
  nChanged 0
		SP:Iteration 14F (19205.680000 sec): 3 clusters
  Score: Raw -44984.820794 + Penalty 2920.883467 = -42063.937327
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19205.880000 sec): 2 clusters
  Score: Raw -2764169.940157 + Penalty 2402.532214 = -2761767.407943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19206.170000 sec): 3 clusters
  Score: Raw -2755005.498084 + Penalty 4805.064428 = -2750200.433656
  nChanged 6990
		SP:Iteration 1F (19206.510000 sec): 3 clusters
  Score: Raw -2758626.140347 + Penalty 4805.064428 = -2753821.075919
  nChanged 986
		SP:Iteration 2F (19206.790000 sec): 3 clusters
  Score: Raw -2759043.640745 + Penalty 4805.064428 = -2754238.576317
  nChanged 770
		SP:Iteration 3Q (19207.040000 sec): 3 clusters
  Score: Raw -2759364.895872 + Penalty 4805.064428 = -2754559.831444
  nChanged 685
		SP:Iteration 4Q (19207.370000 sec): 3 clusters
  Score: Raw -2759609.629775 + Penalty 4805.064428 = -2754804.565347
  nChanged 549
		SP:Iteration 5Q (19207.640000 sec): 3 clusters
  Score: Raw -2759792.044191 + Penalty 4805.064428 = -2754986.979764
  nChanged 494
		SP:Iteration 6Q (19207.900000 sec): 3 clusters
  Score: Raw -2759944.168296 + Penalty 4805.064428 = -2755139.103869
  nChanged 457
		SP:Iteration 7Q (19208.170000 sec): 3 clusters
  Score: Raw -2760101.874421 + Penalty 4805.064428 = -2755296.809993
  nChanged 426
		SP:Iteration 8Q (19208.510000 sec): 3 clusters
  Score: Raw -2760225.552712 + Penalty 4805.064428 = -2755420.488285
  nChanged 370
		SP:Iteration 9Q (19208.790000 sec): 3 clusters
  Score: Raw -2760343.569400 + Penalty 4805.064428 = -2755538.504972
  nChanged 367
		SP:Iteration 10Q (19209.100000 sec): 3 clusters
  Score: Raw -2760466.946519 + Penalty 4805.064428 = -2755661.882091
  nChanged 394
		SP:Iteration 11Q (19209.360000 sec): 3 clusters
  Score: Raw -2760618.928800 + Penalty 4805.064428 = -2755813.864372
  nChanged 423
		SP:Iteration 12Q (19209.670000 sec): 3 clusters
  Score: Raw -2760803.963853 + Penalty 4805.064428 = -2755998.899425
  nChanged 491
		SP:Iteration 13Q (19209.990000 sec): 3 clusters
  Score: Raw -2761031.345661 + Penalty 4805.064428 = -2756226.281233
  nChanged 544
		SP:Iteration 14Q (19210.310000 sec): 3 clusters
  Score: Raw -2761297.941988 + Penalty 4805.064428 = -2756492.877560
  nChanged 538
		SP:Iteration 15Q (19210.590000 sec): 3 clusters
  Score: Raw -2761583.566702 + Penalty 4805.064428 = -2756778.502274
  nChanged 574
		SP:Iteration 16Q (19210.930000 sec): 3 clusters
  Score: Raw -2761927.122709 + Penalty 4805.064428 = -2757122.058282
  nChanged 619
		SP:Iteration 17Q (19211.240000 sec): 3 clusters
  Score: Raw -2762345.067316 + Penalty 4805.064428 = -2757540.002888
  nChanged 591
		SP:Iteration 18Q (19211.530000 sec): 3 clusters
  Score: Raw -2762747.628824 + Penalty 4805.064428 = -2757942.564396
  nChanged 523
		SP:Iteration 19Q (19211.870000 sec): 3 clusters
  Score: Raw -2763109.835056 + Penalty 4805.064428 = -2758304.770629
  nChanged 429
		SP:Iteration 20F (19212.190000 sec): 3 clusters
  Score: Raw -2763446.148013 + Penalty 4805.064428 = -2758641.083585
  nChanged 368
		SP:Iteration 21Q (19212.520000 sec): 3 clusters
  Score: Raw -2763717.505870 + Penalty 4805.064428 = -2758912.441442
  nChanged 269
		SP:Iteration 22Q (19212.780000 sec): 3 clusters
  Score: Raw -2763925.066101 + Penalty 4805.064428 = -2759120.001673
  nChanged 202
		SP:Iteration 23Q (19213.100000 sec): 3 clusters
  Score: Raw -2764091.125591 + Penalty 4805.064428 = -2759286.061163
  nChanged 164
		SP:Iteration 24Q (19213.430000 sec): 3 clusters
  Score: Raw -2764217.701078 + Penalty 4805.064428 = -2759412.636650
  nChanged 104
		SP:Iteration 25Q (19213.740000 sec): 3 clusters
  Score: Raw -2764303.732613 + Penalty 4805.064428 = -2759498.668186
  nChanged 78
		SP:Iteration 26Q (19214.080000 sec): 3 clusters
  Score: Raw -2764368.636313 + Penalty 4805.064428 = -2759563.571885
  nChanged 59
		SP:Iteration 27Q (19214.450000 sec): 3 clusters
  Score: Raw -2764413.911342 + Penalty 4805.064428 = -2759608.846915
  nChanged 53
		SP:Iteration 28Q (19214.760000 sec): 3 clusters
  Score: Raw -2764457.834304 + Penalty 4805.064428 = -2759652.769876
  nChanged 41
		SP:Iteration 29Q (19215.120000 sec): 3 clusters
  Score: Raw -2764493.947533 + Penalty 4805.064428 = -2759688.883105
  nChanged 32
		SP:Iteration 30Q (19215.420000 sec): 3 clusters
  Score: Raw -2764520.813372 + Penalty 4805.064428 = -2759715.748944
  nChanged 25
		SP:Iteration 31Q (19215.700000 sec): 3 clusters
  Score: Raw -2764544.415125 + Penalty 4805.064428 = -2759739.350698
  nChanged 14
		SP:Iteration 32Q (19215.990000 sec): 3 clusters
  Score: Raw -2764557.344451 + Penalty 4805.064428 = -2759752.280024
  nChanged 6
		SP:Iteration 33Q (19216.240000 sec): 3 clusters
  Score: Raw -2764562.201440 + Penalty 4805.064428 = -2759757.137012
  nChanged 4
		SP:Iteration 34Q (19216.510000 sec): 3 clusters
  Score: Raw -2764565.251281 + Penalty 4805.064428 = -2759760.186853
  nChanged 3
		SP:Iteration 35Q (19216.740000 sec): 3 clusters
  Score: Raw -2764568.479228 + Penalty 4805.064428 = -2759763.414800
  nChanged 3
		SP:Iteration 36Q (19217.080000 sec): 3 clusters
  Score: Raw -2764572.166025 + Penalty 4805.064428 = -2759767.101598
  nChanged 5
		SP:Iteration 37Q (19217.410000 sec): 3 clusters
  Score: Raw -2764577.116931 + Penalty 4805.064428 = -2759772.052503
  nChanged 10
		SP:Iteration 38Q (19217.700000 sec): 3 clusters
  Score: Raw -2764584.858340 + Penalty 4805.064428 = -2759779.793912
  nChanged 4
		SP:Iteration 39Q (19217.940000 sec): 3 clusters
  Score: Raw -2764588.225712 + Penalty 4805.064428 = -2759783.161284
  nChanged 2
		SP:Iteration 40F (19218.230000 sec): 3 clusters
  Score: Raw -2764589.733031 + Penalty 4805.064428 = -2759784.668604
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19218.330000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19218.490000 sec): 3 clusters
  Score: Raw -19116.880904 + Penalty 2690.775209 = -16426.105695
  nChanged 42
		SP:Iteration 1F (19218.650000 sec): 3 clusters
  Score: Raw -19331.799010 + Penalty 2690.775209 = -16641.023801
  nChanged 9
		SP:Iteration 2Q (19218.810000 sec): 3 clusters
  Score: Raw -19384.025905 + Penalty 2690.775209 = -16693.250696
  nChanged 5
		SP:Iteration 3Q (19219.010000 sec): 3 clusters
  Score: Raw -19423.131979 + Penalty 2690.775209 = -16732.356771
  nChanged 1
		SP:Iteration 4Q (19219.150000 sec): 3 clusters
  Score: Raw -19463.532901 + Penalty 2690.775209 = -16772.757693
  nChanged 3
		SP:Iteration 5Q (19219.280000 sec): 3 clusters
  Score: Raw -19472.412355 + Penalty 2690.775209 = -16781.637146
  nChanged 2
		SP:Iteration 6Q (19219.520000 sec): 3 clusters
  Score: Raw -19490.594368 + Penalty 2690.775209 = -16799.819160
  nChanged 2
		SP:Iteration 7Q (19219.690000 sec): 3 clusters
  Score: Raw -19501.412488 + Penalty 2690.775209 = -16810.637279
  nChanged 0
		SP:Iteration 8F (19219.930000 sec): 3 clusters
  Score: Raw -19501.412488 + Penalty 2690.775209 = -16810.637279
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19219.990000 sec): 2 clusters
  Score: Raw -25010.001887 + Penalty 1298.637607 = -23711.364281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19220.160000 sec): 3 clusters
  Score: Raw -25348.991948 + Penalty 2597.275214 = -22751.716734
  nChanged 23
		SP:Iteration 1F (19220.350000 sec): 3 clusters
  Score: Raw -25527.879616 + Penalty 2597.275214 = -22930.604403
  nChanged 11
		SP:Iteration 2F (19220.510000 sec): 3 clusters
  Score: Raw -25603.276088 + Penalty 2597.275214 = -23006.000875
  nChanged 5
		SP:Iteration 3Q (19220.680000 sec): 3 clusters
  Score: Raw -25636.619880 + Penalty 2597.275214 = -23039.344667
  nChanged 1
		SP:Iteration 4Q (19220.780000 sec): 3 clusters
  Score: Raw -25641.409694 + Penalty 2597.275214 = -23044.134480
  nChanged 0
		SP:Iteration 5F (19220.980000 sec): 3 clusters
  Score: Raw -25641.409694 + Penalty 2597.275214 = -23044.134480
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (59 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19221.020000 sec): 2 clusters
  Score: Raw -7353.553683 + Penalty 1011.229286 = -6342.324397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19221.030000 sec): 1 clusters
  Score: Raw 241.566332 + Penalty 0.000000 = 241.566332
  nChanged 59
		SP:Iteration 1F (19221.030000 sec): 1 clusters
  Score: Raw 0.000000 + Penalty 0.000000 = 0.000000
  nChanged 0

 Split failed - leaving alone
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19221.150000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19221.320000 sec): 3 clusters
  Score: Raw -71986.911567 + Penalty 2992.410766 = -68994.500801
  nChanged 59
		SP:Iteration 1F (19221.480000 sec): 3 clusters
  Score: Raw -72128.951686 + Penalty 2992.410766 = -69136.540920
  nChanged 14
		SP:Iteration 2Q (19221.590000 sec): 3 clusters
  Score: Raw -72171.891063 + Penalty 2992.410766 = -69179.480297
  nChanged 7
		SP:Iteration 3Q (19221.760000 sec): 3 clusters
  Score: Raw -72186.826915 + Penalty 2992.410766 = -69194.416149
  nChanged 2
		SP:Iteration 4Q (19221.970000 sec): 3 clusters
  Score: Raw -72192.367031 + Penalty 2992.410766 = -69199.956265
  nChanged 2
		SP:Iteration 5Q (19222.100000 sec): 3 clusters
  Score: Raw -72199.636732 + Penalty 2992.410766 = -69207.225966
  nChanged 3
		SP:Iteration 6Q (19222.290000 sec): 3 clusters
  Score: Raw -72203.245687 + Penalty 2992.410766 = -69210.834921
  nChanged 2
		SP:Iteration 7Q (19222.410000 sec): 3 clusters
  Score: Raw -72211.698372 + Penalty 2992.410766 = -69219.287606
  nChanged 4
		SP:Iteration 8Q (19222.540000 sec): 3 clusters
  Score: Raw -72224.132663 + Penalty 2992.410766 = -69231.721897
  nChanged 0
		SP:Iteration 9F (19222.750000 sec): 3 clusters
  Score: Raw -72224.132663 + Penalty 2992.410766 = -69231.721897
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19222.950000 sec): 2 clusters
  Score: Raw -3700563.305464 + Penalty 2469.601467 = -3698093.703997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19223.360000 sec): 3 clusters
  Score: Raw -3688244.175709 + Penalty 4939.202933 = -3683304.972776
  nChanged 9322
		SP:Iteration 1F (19223.690000 sec): 3 clusters
  Score: Raw -3693383.602865 + Penalty 4939.202933 = -3688444.399932
  nChanged 1267
		SP:Iteration 2F (19224.040000 sec): 3 clusters
  Score: Raw -3693951.125781 + Penalty 4939.202933 = -3689011.922847
  nChanged 1184
		SP:Iteration 3F (19224.390000 sec): 3 clusters
  Score: Raw -3694571.602168 + Penalty 4939.202933 = -3689632.399234
  nChanged 1259
		SP:Iteration 4F (19224.720000 sec): 3 clusters
  Score: Raw -3695335.951614 + Penalty 4939.202933 = -3690396.748681
  nChanged 1322
		SP:Iteration 5F (19224.980000 sec): 3 clusters
  Score: Raw -3696192.082692 + Penalty 4939.202933 = -3691252.879759
  nChanged 1326
		SP:Iteration 6F (19225.300000 sec): 3 clusters
  Score: Raw -3697090.207682 + Penalty 4939.202933 = -3692151.004748
  nChanged 1216
		SP:Iteration 7F (19225.570000 sec): 3 clusters
  Score: Raw -3697973.338190 + Penalty 4939.202933 = -3693034.135256
  nChanged 1026
		SP:Iteration 8Q (19225.930000 sec): 3 clusters
  Score: Raw -3698710.089531 + Penalty 4939.202933 = -3693770.886598
  nChanged 832
		SP:Iteration 9Q (19226.290000 sec): 3 clusters
  Score: Raw -3699292.936641 + Penalty 4939.202933 = -3694353.733707
  nChanged 634
		SP:Iteration 10Q (19226.590000 sec): 3 clusters
  Score: Raw -3699750.242875 + Penalty 4939.202933 = -3694811.039942
  nChanged 524
		SP:Iteration 11Q (19226.910000 sec): 3 clusters
  Score: Raw -3700147.687027 + Penalty 4939.202933 = -3695208.484093
  nChanged 415
		SP:Iteration 12Q (19227.140000 sec): 3 clusters
  Score: Raw -3700462.885348 + Penalty 4939.202933 = -3695523.682414
  nChanged 301
		SP:Iteration 13Q (19227.530000 sec): 3 clusters
  Score: Raw -3700735.140755 + Penalty 4939.202933 = -3695795.937821
  nChanged 218
		SP:Iteration 14Q (19227.780000 sec): 3 clusters
  Score: Raw -3700980.047693 + Penalty 4939.202933 = -3696040.844759
  nChanged 172
		SP:Iteration 15Q (19228.110000 sec): 3 clusters
  Score: Raw -3701179.225708 + Penalty 4939.202933 = -3696240.022775
  nChanged 128
		SP:Iteration 16Q (19228.420000 sec): 3 clusters
  Score: Raw -3701280.496943 + Penalty 4939.202933 = -3696341.294010
  nChanged 83
		SP:Iteration 17Q (19228.740000 sec): 3 clusters
  Score: Raw -3701334.888534 + Penalty 4939.202933 = -3696395.685600
  nChanged 76
		SP:Iteration 18Q (19229.060000 sec): 3 clusters
  Score: Raw -3701380.140931 + Penalty 4939.202933 = -3696440.937997
  nChanged 60
		SP:Iteration 19Q (19229.400000 sec): 3 clusters
  Score: Raw -3701413.581371 + Penalty 4939.202933 = -3696474.378438
  nChanged 42
		SP:Iteration 20F (19229.700000 sec): 3 clusters
  Score: Raw -3701445.067043 + Penalty 4939.202933 = -3696505.864109
  nChanged 32
		SP:Iteration 21Q (19230.020000 sec): 3 clusters
  Score: Raw -3701464.197451 + Penalty 4939.202933 = -3696524.994518
  nChanged 23
		SP:Iteration 22Q (19230.320000 sec): 3 clusters
  Score: Raw -3701474.818098 + Penalty 4939.202933 = -3696535.615165
  nChanged 16
		SP:Iteration 23Q (19230.700000 sec): 3 clusters
  Score: Raw -3701481.941555 + Penalty 4939.202933 = -3696542.738622
  nChanged 17
		SP:Iteration 24Q (19230.930000 sec): 3 clusters
  Score: Raw -3701490.129329 + Penalty 4939.202933 = -3696550.926396
  nChanged 13
		SP:Iteration 25Q (19231.260000 sec): 3 clusters
  Score: Raw -3701496.415014 + Penalty 4939.202933 = -3696557.212081
  nChanged 7
		SP:Iteration 26Q (19231.540000 sec): 3 clusters
  Score: Raw -3701498.466692 + Penalty 4939.202933 = -3696559.263759
  nChanged 2
		SP:Iteration 27Q (19231.850000 sec): 3 clusters
  Score: Raw -3701499.030221 + Penalty 4939.202933 = -3696559.827287
  nChanged 3
		SP:Iteration 28Q (19232.170000 sec): 3 clusters
  Score: Raw -3701499.958930 + Penalty 4939.202933 = -3696560.755996
  nChanged 2
		SP:Iteration 29Q (19232.440000 sec): 3 clusters
  Score: Raw -3701500.458526 + Penalty 4939.202933 = -3696561.255593
  nChanged 2
		SP:Iteration 30Q (19232.730000 sec): 3 clusters
  Score: Raw -3701501.370523 + Penalty 4939.202933 = -3696562.167589
  nChanged 4
		SP:Iteration 31Q (19232.980000 sec): 3 clusters
  Score: Raw -3701503.088402 + Penalty 4939.202933 = -3696563.885469
  nChanged 2
		SP:Iteration 32Q (19233.300000 sec): 3 clusters
  Score: Raw -3701503.406015 + Penalty 4939.202933 = -3696564.203081
  nChanged 2
		SP:Iteration 33Q (19233.590000 sec): 3 clusters
  Score: Raw -3701504.190782 + Penalty 4939.202933 = -3696564.987848
  nChanged 2
		SP:Iteration 34Q (19233.860000 sec): 3 clusters
  Score: Raw -3701504.856294 + Penalty 4939.202933 = -3696565.653361
  nChanged 0
		SP:Iteration 35F (19234.200000 sec): 3 clusters
  Score: Raw -3701504.856294 + Penalty 4939.202933 = -3696565.653361
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19234.270000 sec): 2 clusters
  Score: Raw -38496.522582 + Penalty 1372.280593 = -37124.241988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19234.420000 sec): 3 clusters
  Score: Raw -38747.543938 + Penalty 2744.561186 = -36002.982752
  nChanged 25
		SP:Iteration 1F (19234.590000 sec): 3 clusters
  Score: Raw -38880.603016 + Penalty 2744.561186 = -36136.041829
  nChanged 11
		SP:Iteration 2Q (19234.720000 sec): 3 clusters
  Score: Raw -39034.273284 + Penalty 2744.561186 = -36289.712098
  nChanged 8
		SP:Iteration 3Q (19234.870000 sec): 3 clusters
  Score: Raw -39061.232271 + Penalty 2744.561186 = -36316.671084
  nChanged 7
		SP:Iteration 4Q (19235.060000 sec): 3 clusters
  Score: Raw -39100.935627 + Penalty 2744.561186 = -36356.374441
  nChanged 3
		SP:Iteration 5Q (19235.180000 sec): 3 clusters
  Score: Raw -39114.372913 + Penalty 2744.561186 = -36369.811727
  nChanged 2
		SP:Iteration 6Q (19235.330000 sec): 3 clusters
  Score: Raw -39131.609157 + Penalty 2744.561186 = -36387.047971
  nChanged 2
		SP:Iteration 7Q (19235.550000 sec): 3 clusters
  Score: Raw -39139.110986 + Penalty 2744.561186 = -36394.549800
  nChanged 1
		SP:Iteration 8Q (19235.650000 sec): 3 clusters
  Score: Raw -39140.976760 + Penalty 2744.561186 = -36396.415574
  nChanged 1
		SP:Iteration 9Q (19235.830000 sec): 3 clusters
  Score: Raw -39143.945256 + Penalty 2744.561186 = -36399.384069
  nChanged 0
		SP:Iteration 10F (19235.990000 sec): 3 clusters
  Score: Raw -39143.945256 + Penalty 2744.561186 = -36399.384069
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19236.070000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19236.310000 sec): 3 clusters
  Score: Raw -110476.129834 + Penalty 3200.216281 = -107275.913552
  nChanged 126
		SP:Iteration 1F (19236.410000 sec): 3 clusters
  Score: Raw -110694.025631 + Penalty 3200.216281 = -107493.809350
  nChanged 30
		SP:Iteration 2Q (19236.600000 sec): 3 clusters
  Score: Raw -110748.360119 + Penalty 3200.216281 = -107548.143838
  nChanged 22
		SP:Iteration 3Q (19236.770000 sec): 3 clusters
  Score: Raw -110779.059361 + Penalty 3200.216281 = -107578.843080
  nChanged 9
		SP:Iteration 4Q (19236.890000 sec): 3 clusters
  Score: Raw -110793.507138 + Penalty 3200.216281 = -107593.290857
  nChanged 6
		SP:Iteration 5Q (19237.030000 sec): 3 clusters
  Score: Raw -110806.030953 + Penalty 3200.216281 = -107605.814672
  nChanged 5
		SP:Iteration 6Q (19237.190000 sec): 3 clusters
  Score: Raw -110819.769883 + Penalty 3200.216281 = -107619.553601
  nChanged 6
		SP:Iteration 7Q (19237.360000 sec): 3 clusters
  Score: Raw -110848.436893 + Penalty 3200.216281 = -107648.220611
  nChanged 10
		SP:Iteration 8Q (19237.550000 sec): 3 clusters
  Score: Raw -110873.494421 + Penalty 3200.216281 = -107673.278140
  nChanged 8
		SP:Iteration 9Q (19237.700000 sec): 3 clusters
  Score: Raw -110892.528001 + Penalty 3200.216281 = -107692.311720
  nChanged 7
		SP:Iteration 10Q (19237.850000 sec): 3 clusters
  Score: Raw -110902.271820 + Penalty 3200.216281 = -107702.055538
  nChanged 5
		SP:Iteration 11Q (19238.030000 sec): 3 clusters
  Score: Raw -110910.250824 + Penalty 3200.216281 = -107710.034543
  nChanged 3
		SP:Iteration 12Q (19238.220000 sec): 3 clusters
  Score: Raw -110914.484241 + Penalty 3200.216281 = -107714.267959
  nChanged 3
		SP:Iteration 13Q (19238.360000 sec): 3 clusters
  Score: Raw -110921.994119 + Penalty 3200.216281 = -107721.777838
  nChanged 2
		SP:Iteration 14Q (19238.550000 sec): 3 clusters
  Score: Raw -110926.170418 + Penalty 3200.216281 = -107725.954136
  nChanged 4
		SP:Iteration 15Q (19238.710000 sec): 3 clusters
  Score: Raw -110932.818142 + Penalty 3200.216281 = -107732.601860
  nChanged 3
		SP:Iteration 16Q (19238.860000 sec): 3 clusters
  Score: Raw -110936.372219 + Penalty 3200.216281 = -107736.155938
  nChanged 3
		SP:Iteration 17Q (19239.010000 sec): 3 clusters
  Score: Raw -110940.641394 + Penalty 3200.216281 = -107740.425112
  nChanged 1
		SP:Iteration 18Q (19239.110000 sec): 3 clusters
  Score: Raw -110942.229516 + Penalty 3200.216281 = -107742.013235
  nChanged 2
		SP:Iteration 19Q (19239.250000 sec): 3 clusters
  Score: Raw -110945.335640 + Penalty 3200.216281 = -107745.119358
  nChanged 1
		SP:Iteration 20F (19239.350000 sec): 3 clusters
  Score: Raw -110949.052128 + Penalty 3200.216281 = -107748.835847
  nChanged 1
		SP:Iteration 21Q (19239.490000 sec): 3 clusters
  Score: Raw -110950.153732 + Penalty 3200.216281 = -107749.937451
  nChanged 1
		SP:Iteration 22Q (19239.630000 sec): 3 clusters
  Score: Raw -110953.300256 + Penalty 3200.216281 = -107753.083974
  nChanged 1
		SP:Iteration 23Q (19239.750000 sec): 3 clusters
  Score: Raw -110956.385960 + Penalty 3200.216281 = -107756.169679
  nChanged 0
		SP:Iteration 24F (19239.890000 sec): 3 clusters
  Score: Raw -110956.385960 + Penalty 3200.216281 = -107756.169679
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19239.980000 sec): 2 clusters
  Score: Raw -70525.527978 + Penalty 1579.310422 = -68946.217556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19240.130000 sec): 3 clusters
  Score: Raw -70640.407439 + Penalty 3158.620844 = -67481.786594
  nChanged 129
		SP:Iteration 1F (19240.250000 sec): 3 clusters
  Score: Raw -70931.864385 + Penalty 3158.620844 = -67773.243541
  nChanged 55
		SP:Iteration 2F (19240.410000 sec): 3 clusters
  Score: Raw -71155.484954 + Penalty 3158.620844 = -67996.864109
  nChanged 28
		SP:Iteration 3Q (19240.610000 sec): 3 clusters
  Score: Raw -71340.020767 + Penalty 3158.620844 = -68181.399922
  nChanged 23
		SP:Iteration 4Q (19240.770000 sec): 3 clusters
  Score: Raw -71437.676797 + Penalty 3158.620844 = -68279.055953
  nChanged 15
		SP:Iteration 5Q (19240.960000 sec): 3 clusters
  Score: Raw -71498.558882 + Penalty 3158.620844 = -68339.938038
  nChanged 9
		SP:Iteration 6Q (19241.100000 sec): 3 clusters
  Score: Raw -71534.098303 + Penalty 3158.620844 = -68375.477458
  nChanged 6
		SP:Iteration 7Q (19241.190000 sec): 3 clusters
  Score: Raw -71558.703122 + Penalty 3158.620844 = -68400.082278
  nChanged 7
		SP:Iteration 8Q (19241.380000 sec): 3 clusters
  Score: Raw -71588.392413 + Penalty 3158.620844 = -68429.771569
  nChanged 4
		SP:Iteration 9Q (19241.530000 sec): 3 clusters
  Score: Raw -71595.521041 + Penalty 3158.620844 = -68436.900196
  nChanged 1
		SP:Iteration 10Q (19241.710000 sec): 3 clusters
  Score: Raw -71598.921667 + Penalty 3158.620844 = -68440.300822
  nChanged 1
		SP:Iteration 11Q (19241.890000 sec): 3 clusters
  Score: Raw -71600.089303 + Penalty 3158.620844 = -68441.468458
  nChanged 0
		SP:Iteration 12F (19242.070000 sec): 3 clusters
  Score: Raw -71600.089303 + Penalty 3158.620844 = -68441.468458
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19242.150000 sec): 2 clusters
  Score: Raw -29228.466721 + Penalty 1315.219617 = -27913.247104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19242.340000 sec): 3 clusters
  Score: Raw -29466.338363 + Penalty 2630.439234 = -26835.899129
  nChanged 16
		SP:Iteration 1F (19242.520000 sec): 3 clusters
  Score: Raw -29572.921099 + Penalty 2630.439234 = -26942.481865
  nChanged 3
		SP:Iteration 2Q (19242.690000 sec): 3 clusters
  Score: Raw -29586.888543 + Penalty 2630.439234 = -26956.449309
  nChanged 2
		SP:Iteration 3Q (19242.850000 sec): 3 clusters
  Score: Raw -29596.990762 + Penalty 2630.439234 = -26966.551528
  nChanged 0
		SP:Iteration 4F (19243.000000 sec): 3 clusters
  Score: Raw -29596.990762 + Penalty 2630.439234 = -26966.551528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19243.090000 sec): 2 clusters
  Score: Raw -252437.911138 + Penalty 1823.564316 = -250614.346822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19243.220000 sec): 3 clusters
  Score: Raw -252026.699199 + Penalty 3647.128633 = -248379.570567
  nChanged 460
		SP:Iteration 1F (19243.390000 sec): 3 clusters
  Score: Raw -252609.899754 + Penalty 3647.128633 = -248962.771121
  nChanged 167
		SP:Iteration 2F (19243.540000 sec): 3 clusters
  Score: Raw -252963.224323 + Penalty 3647.128633 = -249316.095691
  nChanged 82
		SP:Iteration 3F (19243.700000 sec): 3 clusters
  Score: Raw -253101.745284 + Penalty 3647.128633 = -249454.616651
  nChanged 61
		SP:Iteration 4Q (19243.860000 sec): 3 clusters
  Score: Raw -253219.554301 + Penalty 3647.128633 = -249572.425668
  nChanged 51
		SP:Iteration 5Q (19244.010000 sec): 3 clusters
  Score: Raw -253321.190281 + Penalty 3647.128633 = -249674.061649
  nChanged 41
		SP:Iteration 6Q (19244.150000 sec): 3 clusters
  Score: Raw -253391.651710 + Penalty 3647.128633 = -249744.523078
  nChanged 45
		SP:Iteration 7Q (19244.280000 sec): 3 clusters
  Score: Raw -253461.700550 + Penalty 3647.128633 = -249814.571918
  nChanged 34
		SP:Iteration 8Q (19244.420000 sec): 3 clusters
  Score: Raw -253510.431810 + Penalty 3647.128633 = -249863.303177
  nChanged 32
		SP:Iteration 9Q (19244.610000 sec): 3 clusters
  Score: Raw -253563.829816 + Penalty 3647.128633 = -249916.701184
  nChanged 29
		SP:Iteration 10Q (19244.700000 sec): 3 clusters
  Score: Raw -253605.607795 + Penalty 3647.128633 = -249958.479162
  nChanged 35
		SP:Iteration 11Q (19244.840000 sec): 3 clusters
  Score: Raw -253649.874240 + Penalty 3647.128633 = -250002.745608
  nChanged 24
		SP:Iteration 12Q (19244.970000 sec): 3 clusters
  Score: Raw -253679.814874 + Penalty 3647.128633 = -250032.686242
  nChanged 25
		SP:Iteration 13Q (19245.130000 sec): 3 clusters
  Score: Raw -253717.636876 + Penalty 3647.128633 = -250070.508243
  nChanged 26
		SP:Iteration 14Q (19245.280000 sec): 3 clusters
  Score: Raw -253750.475151 + Penalty 3647.128633 = -250103.346519
  nChanged 25
		SP:Iteration 15Q (19245.430000 sec): 3 clusters
  Score: Raw -253789.613024 + Penalty 3647.128633 = -250142.484392
  nChanged 28
		SP:Iteration 16Q (19245.560000 sec): 3 clusters
  Score: Raw -253855.025719 + Penalty 3647.128633 = -250207.897086
  nChanged 38
		SP:Iteration 17Q (19245.660000 sec): 3 clusters
  Score: Raw -253928.689207 + Penalty 3647.128633 = -250281.560575
  nChanged 36
		SP:Iteration 18Q (19245.790000 sec): 3 clusters
  Score: Raw -254000.619439 + Penalty 3647.128633 = -250353.490806
  nChanged 20
		SP:Iteration 19Q (19245.880000 sec): 3 clusters
  Score: Raw -254028.308985 + Penalty 3647.128633 = -250381.180352
  nChanged 18
		SP:Iteration 20F (19246.020000 sec): 3 clusters
  Score: Raw -254046.316265 + Penalty 3647.128633 = -250399.187632
  nChanged 17
		SP:Iteration 21Q (19246.210000 sec): 3 clusters
  Score: Raw -254069.580025 + Penalty 3647.128633 = -250422.451393
  nChanged 15
		SP:Iteration 22Q (19246.300000 sec): 3 clusters
  Score: Raw -254085.452587 + Penalty 3647.128633 = -250438.323955
  nChanged 15
		SP:Iteration 23Q (19246.510000 sec): 3 clusters
  Score: Raw -254101.086663 + Penalty 3647.128633 = -250453.958030
  nChanged 14
		SP:Iteration 24Q (19246.690000 sec): 3 clusters
  Score: Raw -254117.270893 + Penalty 3647.128633 = -250470.142260
  nChanged 11
		SP:Iteration 25Q (19246.830000 sec): 3 clusters
  Score: Raw -254130.417942 + Penalty 3647.128633 = -250483.289310
  nChanged 10
		SP:Iteration 26Q (19246.960000 sec): 3 clusters
  Score: Raw -254139.612697 + Penalty 3647.128633 = -250492.484065
  nChanged 9
		SP:Iteration 27Q (19247.060000 sec): 3 clusters
  Score: Raw -254148.815831 + Penalty 3647.128633 = -250501.687198
  nChanged 6
		SP:Iteration 28Q (19247.180000 sec): 3 clusters
  Score: Raw -254156.760148 + Penalty 3647.128633 = -250509.631515
  nChanged 11
		SP:Iteration 29Q (19247.340000 sec): 3 clusters
  Score: Raw -254166.268095 + Penalty 3647.128633 = -250519.139462
  nChanged 6
		SP:Iteration 30Q (19247.460000 sec): 3 clusters
  Score: Raw -254175.301301 + Penalty 3647.128633 = -250528.172668
  nChanged 6
		SP:Iteration 31Q (19247.580000 sec): 3 clusters
  Score: Raw -254182.521801 + Penalty 3647.128633 = -250535.393169
  nChanged 3
		SP:Iteration 32Q (19247.750000 sec): 3 clusters
  Score: Raw -254184.981405 + Penalty 3647.128633 = -250537.852773
  nChanged 1
		SP:Iteration 33Q (19247.840000 sec): 3 clusters
  Score: Raw -254185.926467 + Penalty 3647.128633 = -250538.797835
  nChanged 0
		SP:Iteration 34F (19248.000000 sec): 3 clusters
  Score: Raw -254185.926467 + Penalty 3647.128633 = -250538.797835
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19248.100000 sec): 2 clusters
  Score: Raw -163487.130539 + Penalty 1705.824964 = -161781.305575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19248.240000 sec): 3 clusters
  Score: Raw -163273.015747 + Penalty 3411.649928 = -159861.365818
  nChanged 248
		SP:Iteration 1F (19248.350000 sec): 3 clusters
  Score: Raw -163581.967928 + Penalty 3411.649928 = -160170.318000
  nChanged 75
		SP:Iteration 2F (19248.490000 sec): 3 clusters
  Score: Raw -163718.097964 + Penalty 3411.649928 = -160306.448036
  nChanged 48
		SP:Iteration 3Q (19248.640000 sec): 3 clusters
  Score: Raw -163805.846092 + Penalty 3411.649928 = -160394.196164
  nChanged 33
		SP:Iteration 4Q (19248.780000 sec): 3 clusters
  Score: Raw -163857.678109 + Penalty 3411.649928 = -160446.028181
  nChanged 32
		SP:Iteration 5Q (19248.870000 sec): 3 clusters
  Score: Raw -163910.053310 + Penalty 3411.649928 = -160498.403382
  nChanged 30
		SP:Iteration 6Q (19249.000000 sec): 3 clusters
  Score: Raw -163966.213279 + Penalty 3411.649928 = -160554.563350
  nChanged 17
		SP:Iteration 7Q (19249.100000 sec): 3 clusters
  Score: Raw -164001.103525 + Penalty 3411.649928 = -160589.453597
  nChanged 13
		SP:Iteration 8Q (19249.230000 sec): 3 clusters
  Score: Raw -164023.098681 + Penalty 3411.649928 = -160611.448753
  nChanged 14
		SP:Iteration 9Q (19249.370000 sec): 3 clusters
  Score: Raw -164038.039212 + Penalty 3411.649928 = -160626.389284
  nChanged 4
		SP:Iteration 10Q (19249.530000 sec): 3 clusters
  Score: Raw -164044.028292 + Penalty 3411.649928 = -160632.378363
  nChanged 5
		SP:Iteration 11Q (19249.710000 sec): 3 clusters
  Score: Raw -164051.530784 + Penalty 3411.649928 = -160639.880856
  nChanged 2
		SP:Iteration 12Q (19249.890000 sec): 3 clusters
  Score: Raw -164055.287910 + Penalty 3411.649928 = -160643.637982
  nChanged 1
		SP:Iteration 13Q (19250.060000 sec): 3 clusters
  Score: Raw -164056.485400 + Penalty 3411.649928 = -160644.835472
  nChanged 3
		SP:Iteration 14Q (19250.250000 sec): 3 clusters
  Score: Raw -164063.525687 + Penalty 3411.649928 = -160651.875759
  nChanged 6
		SP:Iteration 15Q (19250.420000 sec): 3 clusters
  Score: Raw -164068.497923 + Penalty 3411.649928 = -160656.847995
  nChanged 7
		SP:Iteration 16Q (19250.540000 sec): 3 clusters
  Score: Raw -164074.239031 + Penalty 3411.649928 = -160662.589103
  nChanged 3
		SP:Iteration 17Q (19250.620000 sec): 3 clusters
  Score: Raw -164079.214001 + Penalty 3411.649928 = -160667.564073
  nChanged 3
		SP:Iteration 18Q (19250.720000 sec): 3 clusters
  Score: Raw -164081.715978 + Penalty 3411.649928 = -160670.066050
  nChanged 1
		SP:Iteration 19Q (19250.830000 sec): 3 clusters
  Score: Raw -164082.909206 + Penalty 3411.649928 = -160671.259277
  nChanged 1
		SP:Iteration 20F (19250.960000 sec): 3 clusters
  Score: Raw -164083.557411 + Penalty 3411.649928 = -160671.907483
  nChanged 2
		SP:Iteration 21Q (19251.080000 sec): 3 clusters
  Score: Raw -164088.854209 + Penalty 3411.649928 = -160677.204281
  nChanged 1
		SP:Iteration 22Q (19251.200000 sec): 3 clusters
  Score: Raw -164093.169178 + Penalty 3411.649928 = -160681.519250
  nChanged 2
		SP:Iteration 23Q (19251.350000 sec): 3 clusters
  Score: Raw -164094.864400 + Penalty 3411.649928 = -160683.214472
  nChanged 0
		SP:Iteration 24F (19251.490000 sec): 3 clusters
  Score: Raw -164094.864400 + Penalty 3411.649928 = -160683.214472
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19251.540000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19251.670000 sec): 3 clusters
  Score: Raw -76295.360900 + Penalty 3063.230166 = -73232.130734
  nChanged 85
		SP:Iteration 1F (19251.790000 sec): 3 clusters
  Score: Raw -76477.915398 + Penalty 3063.230166 = -73414.685232
  nChanged 23
		SP:Iteration 2Q (19251.900000 sec): 3 clusters
  Score: Raw -76542.224711 + Penalty 3063.230166 = -73478.994545
  nChanged 15
		SP:Iteration 3Q (19252.050000 sec): 3 clusters
  Score: Raw -76585.482749 + Penalty 3063.230166 = -73522.252583
  nChanged 8
		SP:Iteration 4Q (19252.220000 sec): 3 clusters
  Score: Raw -76603.202788 + Penalty 3063.230166 = -73539.972622
  nChanged 5
		SP:Iteration 5Q (19252.350000 sec): 3 clusters
  Score: Raw -76612.264530 + Penalty 3063.230166 = -73549.034364
  nChanged 2
		SP:Iteration 6Q (19252.520000 sec): 3 clusters
  Score: Raw -76616.048283 + Penalty 3063.230166 = -73552.818117
  nChanged 2
		SP:Iteration 7Q (19252.650000 sec): 3 clusters
  Score: Raw -76622.289592 + Penalty 3063.230166 = -73559.059426
  nChanged 1
		SP:Iteration 8Q (19252.840000 sec): 3 clusters
  Score: Raw -76623.661302 + Penalty 3063.230166 = -73560.431136
  nChanged 0
		SP:Iteration 9F (19253.000000 sec): 3 clusters
  Score: Raw -76623.661302 + Penalty 3063.230166 = -73560.431136
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19253.090000 sec): 2 clusters
  Score: Raw -38615.745424 + Penalty 1377.133977 = -37238.611447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19253.240000 sec): 3 clusters
  Score: Raw -38749.453860 + Penalty 2754.267954 = -35995.185906
  nChanged 26
		SP:Iteration 1F (19253.350000 sec): 3 clusters
  Score: Raw -39342.385971 + Penalty 2754.267954 = -36588.118017
  nChanged 39
		SP:Iteration 2F (19253.490000 sec): 3 clusters
  Score: Raw -39546.929587 + Penalty 2754.267954 = -36792.661633
  nChanged 7
		SP:Iteration 3Q (19253.630000 sec): 3 clusters
  Score: Raw -39583.198857 + Penalty 2754.267954 = -36828.930903
  nChanged 4
		SP:Iteration 4Q (19253.770000 sec): 3 clusters
  Score: Raw -39619.293618 + Penalty 2754.267954 = -36865.025664
  nChanged 4
		SP:Iteration 5Q (19253.910000 sec): 3 clusters
  Score: Raw -39643.659345 + Penalty 2754.267954 = -36889.391390
  nChanged 3
		SP:Iteration 6Q (19254.060000 sec): 3 clusters
  Score: Raw -39682.264728 + Penalty 2754.267954 = -36927.996774
  nChanged 1
		SP:Iteration 7Q (19254.210000 sec): 3 clusters
  Score: Raw -39685.669986 + Penalty 2754.267954 = -36931.402032
  nChanged 0
		SP:Iteration 8F (19254.370000 sec): 3 clusters
  Score: Raw -39685.669986 + Penalty 2754.267954 = -36931.402032
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19254.410000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19254.510000 sec): 3 clusters
  Score: Raw -39876.719192 + Penalty 2769.414169 = -37107.305022
  nChanged 31
		SP:Iteration 1F (19254.610000 sec): 3 clusters
  Score: Raw -39985.687235 + Penalty 2769.414169 = -37216.273066
  nChanged 5
		SP:Iteration 2Q (19254.740000 sec): 3 clusters
  Score: Raw -40020.803276 + Penalty 2769.414169 = -37251.389107
  nChanged 2
		SP:Iteration 3Q (19254.860000 sec): 3 clusters
  Score: Raw -40029.404685 + Penalty 2769.414169 = -37259.990515
  nChanged 2
		SP:Iteration 4Q (19255.000000 sec): 3 clusters
  Score: Raw -40036.087593 + Penalty 2769.414169 = -37266.673424
  nChanged 2
		SP:Iteration 5Q (19255.130000 sec): 3 clusters
  Score: Raw -40046.794832 + Penalty 2769.414169 = -37277.380663
  nChanged 0
		SP:Iteration 6F (19255.250000 sec): 3 clusters
  Score: Raw -40046.794832 + Penalty 2769.414169 = -37277.380663
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19255.340000 sec): 2 clusters
  Score: Raw -396104.625132 + Penalty 1929.100277 = -394175.524855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19255.470000 sec): 3 clusters
  Score: Raw -395193.953039 + Penalty 3858.200553 = -391335.752486
  nChanged 793
		SP:Iteration 1F (19255.720000 sec): 3 clusters
  Score: Raw -395753.134955 + Penalty 3858.200553 = -391894.934401
  nChanged 180
		SP:Iteration 2F (19255.830000 sec): 3 clusters
  Score: Raw -395955.089310 + Penalty 3858.200553 = -392096.888757
  nChanged 141
		SP:Iteration 3F (19256.030000 sec): 3 clusters
  Score: Raw -396153.222708 + Penalty 3858.200553 = -392295.022155
  nChanged 143
		SP:Iteration 4F (19256.190000 sec): 3 clusters
  Score: Raw -396424.951269 + Penalty 3858.200553 = -392566.750716
  nChanged 162
		SP:Iteration 5F (19256.330000 sec): 3 clusters
  Score: Raw -396705.663579 + Penalty 3858.200553 = -392847.463026
  nChanged 154
		SP:Iteration 6F (19256.490000 sec): 3 clusters
  Score: Raw -396980.538200 + Penalty 3858.200553 = -393122.337647
  nChanged 123
		SP:Iteration 7F (19256.670000 sec): 3 clusters
  Score: Raw -397151.606965 + Penalty 3858.200553 = -393293.406412
  nChanged 91
		SP:Iteration 8Q (19256.810000 sec): 3 clusters
  Score: Raw -397270.967544 + Penalty 3858.200553 = -393412.766991
  nChanged 60
		SP:Iteration 9Q (19256.950000 sec): 3 clusters
  Score: Raw -397336.794232 + Penalty 3858.200553 = -393478.593679
  nChanged 50
		SP:Iteration 10Q (19257.120000 sec): 3 clusters
  Score: Raw -397377.520294 + Penalty 3858.200553 = -393519.319741
  nChanged 27
		SP:Iteration 11Q (19257.280000 sec): 3 clusters
  Score: Raw -397400.909642 + Penalty 3858.200553 = -393542.709089
  nChanged 17
		SP:Iteration 12Q (19257.430000 sec): 3 clusters
  Score: Raw -397410.716854 + Penalty 3858.200553 = -393552.516301
  nChanged 8
		SP:Iteration 13Q (19257.600000 sec): 3 clusters
  Score: Raw -397414.563943 + Penalty 3858.200553 = -393556.363389
  nChanged 6
		SP:Iteration 14Q (19257.790000 sec): 3 clusters
  Score: Raw -397421.045641 + Penalty 3858.200553 = -393562.845088
  nChanged 5
		SP:Iteration 15Q (19257.970000 sec): 3 clusters
  Score: Raw -397423.225138 + Penalty 3858.200553 = -393565.024585
  nChanged 3
		SP:Iteration 16Q (19258.090000 sec): 3 clusters
  Score: Raw -397424.445664 + Penalty 3858.200553 = -393566.245111
  nChanged 1
		SP:Iteration 17Q (19258.260000 sec): 3 clusters
  Score: Raw -397425.155382 + Penalty 3858.200553 = -393566.954829
  nChanged 1
		SP:Iteration 18Q (19258.410000 sec): 3 clusters
  Score: Raw -397425.373973 + Penalty 3858.200553 = -393567.173420
  nChanged 0
		SP:Iteration 19F (19258.570000 sec): 3 clusters
  Score: Raw -397425.373973 + Penalty 3858.200553 = -393567.173420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19258.640000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19258.770000 sec): 3 clusters
  Score: Raw -77053.062737 + Penalty 3049.640275 = -74003.422462
  nChanged 82
		SP:Iteration 1F (19258.930000 sec): 3 clusters
  Score: Raw -77214.907122 + Penalty 3049.640275 = -74165.266847
  nChanged 20
		SP:Iteration 2Q (19259.090000 sec): 3 clusters
  Score: Raw -77265.580993 + Penalty 3049.640275 = -74215.940718
  nChanged 8
		SP:Iteration 3Q (19259.220000 sec): 3 clusters
  Score: Raw -77280.231402 + Penalty 3049.640275 = -74230.591128
  nChanged 6
		SP:Iteration 4Q (19259.350000 sec): 3 clusters
  Score: Raw -77291.569224 + Penalty 3049.640275 = -74241.928949
  nChanged 2
		SP:Iteration 5Q (19259.530000 sec): 3 clusters
  Score: Raw -77294.742235 + Penalty 3049.640275 = -74245.101961
  nChanged 2
		SP:Iteration 6Q (19259.710000 sec): 3 clusters
  Score: Raw -77298.880560 + Penalty 3049.640275 = -74249.240285
  nChanged 0
		SP:Iteration 7F (19259.870000 sec): 3 clusters
  Score: Raw -77298.880560 + Penalty 3049.640275 = -74249.240285
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19259.980000 sec): 2 clusters
  Score: Raw -652359.840316 + Penalty 2036.851453 = -650322.988863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19260.140000 sec): 3 clusters
  Score: Raw -650711.459263 + Penalty 4073.702906 = -646637.756357
  nChanged 1351
		SP:Iteration 1F (19260.290000 sec): 3 clusters
  Score: Raw -651460.799467 + Penalty 4073.702906 = -647387.096561
  nChanged 295
		SP:Iteration 2F (19260.470000 sec): 3 clusters
  Score: Raw -651678.196195 + Penalty 4073.702906 = -647604.493289
  nChanged 204
		SP:Iteration 3F (19260.650000 sec): 3 clusters
  Score: Raw -651834.496856 + Penalty 4073.702906 = -647760.793950
  nChanged 166
		SP:Iteration 4Q (19260.810000 sec): 3 clusters
  Score: Raw -651962.280933 + Penalty 4073.702906 = -647888.578027
  nChanged 134
		SP:Iteration 5Q (19260.970000 sec): 3 clusters
  Score: Raw -652044.670062 + Penalty 4073.702906 = -647970.967156
  nChanged 96
		SP:Iteration 6Q (19261.110000 sec): 3 clusters
  Score: Raw -652116.154246 + Penalty 4073.702906 = -648042.451340
  nChanged 109
		SP:Iteration 7Q (19261.240000 sec): 3 clusters
  Score: Raw -652190.227729 + Penalty 4073.702906 = -648116.524823
  nChanged 95
		SP:Iteration 8Q (19261.410000 sec): 3 clusters
  Score: Raw -652251.648496 + Penalty 4073.702906 = -648177.945589
  nChanged 103
		SP:Iteration 9Q (19261.510000 sec): 3 clusters
  Score: Raw -652318.499207 + Penalty 4073.702906 = -648244.796301
  nChanged 93
		SP:Iteration 10Q (19261.690000 sec): 3 clusters
  Score: Raw -652378.019619 + Penalty 4073.702906 = -648304.316713
  nChanged 87
		SP:Iteration 11Q (19261.880000 sec): 3 clusters
  Score: Raw -652442.005936 + Penalty 4073.702906 = -648368.303030
  nChanged 84
		SP:Iteration 12Q (19262.050000 sec): 3 clusters
  Score: Raw -652513.637379 + Penalty 4073.702906 = -648439.934473
  nChanged 81
		SP:Iteration 13Q (19262.230000 sec): 3 clusters
  Score: Raw -652570.431218 + Penalty 4073.702906 = -648496.728312
  nChanged 68
		SP:Iteration 14Q (19262.410000 sec): 3 clusters
  Score: Raw -652611.879241 + Penalty 4073.702906 = -648538.176335
  nChanged 54
		SP:Iteration 15Q (19262.570000 sec): 3 clusters
  Score: Raw -652640.787983 + Penalty 4073.702906 = -648567.085077
  nChanged 47
		SP:Iteration 16Q (19262.800000 sec): 3 clusters
  Score: Raw -652670.041373 + Penalty 4073.702906 = -648596.338467
  nChanged 39
		SP:Iteration 17Q (19262.950000 sec): 3 clusters
  Score: Raw -652691.354933 + Penalty 4073.702906 = -648617.652027
  nChanged 36
		SP:Iteration 18Q (19263.120000 sec): 3 clusters
  Score: Raw -652709.582077 + Penalty 4073.702906 = -648635.879171
  nChanged 32
		SP:Iteration 19Q (19263.280000 sec): 3 clusters
  Score: Raw -652722.404160 + Penalty 4073.702906 = -648648.701254
  nChanged 28
		SP:Iteration 20F (19263.440000 sec): 3 clusters
  Score: Raw -652734.685770 + Penalty 4073.702906 = -648660.982864
  nChanged 29
		SP:Iteration 21Q (19263.610000 sec): 3 clusters
  Score: Raw -652749.386974 + Penalty 4073.702906 = -648675.684068
  nChanged 29
		SP:Iteration 22Q (19263.780000 sec): 3 clusters
  Score: Raw -652770.505374 + Penalty 4073.702906 = -648696.802468
  nChanged 35
		SP:Iteration 23Q (19263.950000 sec): 3 clusters
  Score: Raw -652790.176968 + Penalty 4073.702906 = -648716.474062
  nChanged 37
		SP:Iteration 24Q (19264.070000 sec): 3 clusters
  Score: Raw -652807.082459 + Penalty 4073.702906 = -648733.379553
  nChanged 27
		SP:Iteration 25Q (19264.190000 sec): 3 clusters
  Score: Raw -652821.053843 + Penalty 4073.702906 = -648747.350937
  nChanged 27
		SP:Iteration 26Q (19264.370000 sec): 3 clusters
  Score: Raw -652833.458505 + Penalty 4073.702906 = -648759.755599
  nChanged 22
		SP:Iteration 27Q (19264.520000 sec): 3 clusters
  Score: Raw -652845.748926 + Penalty 4073.702906 = -648772.046020
  nChanged 18
		SP:Iteration 28Q (19264.660000 sec): 3 clusters
  Score: Raw -652854.780018 + Penalty 4073.702906 = -648781.077112
  nChanged 15
		SP:Iteration 29Q (19264.790000 sec): 3 clusters
  Score: Raw -652862.253726 + Penalty 4073.702906 = -648788.550820
  nChanged 24
		SP:Iteration 30Q (19264.930000 sec): 3 clusters
  Score: Raw -652874.320909 + Penalty 4073.702906 = -648800.618003
  nChanged 20
		SP:Iteration 31Q (19265.060000 sec): 3 clusters
  Score: Raw -652885.016020 + Penalty 4073.702906 = -648811.313114
  nChanged 17
		SP:Iteration 32Q (19265.180000 sec): 3 clusters
  Score: Raw -652890.628087 + Penalty 4073.702906 = -648816.925181
  nChanged 8
		SP:Iteration 33Q (19265.310000 sec): 3 clusters
  Score: Raw -652893.818210 + Penalty 4073.702906 = -648820.115304
  nChanged 7
		SP:Iteration 34Q (19265.450000 sec): 3 clusters
  Score: Raw -652896.110872 + Penalty 4073.702906 = -648822.407966
  nChanged 7
		SP:Iteration 35Q (19265.600000 sec): 3 clusters
  Score: Raw -652900.409808 + Penalty 4073.702906 = -648826.706902
  nChanged 13
		SP:Iteration 36Q (19265.740000 sec): 3 clusters
  Score: Raw -652906.083020 + Penalty 4073.702906 = -648832.380114
  nChanged 9
		SP:Iteration 37Q (19265.900000 sec): 3 clusters
  Score: Raw -652909.371916 + Penalty 4073.702906 = -648835.669010
  nChanged 7
		SP:Iteration 38Q (19266.060000 sec): 3 clusters
  Score: Raw -652912.283733 + Penalty 4073.702906 = -648838.580827
  nChanged 7
		SP:Iteration 39Q (19266.280000 sec): 3 clusters
  Score: Raw -652915.223974 + Penalty 4073.702906 = -648841.521068
  nChanged 10
		SP:Iteration 40F (19266.420000 sec): 3 clusters
  Score: Raw -652918.992488 + Penalty 4073.702906 = -648845.289582
  nChanged 4
		SP:Iteration 41Q (19266.590000 sec): 3 clusters
  Score: Raw -652921.016118 + Penalty 4073.702906 = -648847.313212
  nChanged 3
		SP:Iteration 42Q (19266.770000 sec): 3 clusters
  Score: Raw -652922.374275 + Penalty 4073.702906 = -648848.671369
  nChanged 4
		SP:Iteration 43Q (19266.930000 sec): 3 clusters
  Score: Raw -652924.005860 + Penalty 4073.702906 = -648850.302954
  nChanged 6
		SP:Iteration 44Q (19267.110000 sec): 3 clusters
  Score: Raw -652926.947992 + Penalty 4073.702906 = -648853.245086
  nChanged 8
		SP:Iteration 45Q (19267.290000 sec): 3 clusters
  Score: Raw -652929.962760 + Penalty 4073.702906 = -648856.259854
  nChanged 7
		SP:Iteration 46Q (19267.490000 sec): 3 clusters
  Score: Raw -652932.960811 + Penalty 4073.702906 = -648859.257905
  nChanged 6
		SP:Iteration 47Q (19267.650000 sec): 3 clusters
  Score: Raw -652935.332406 + Penalty 4073.702906 = -648861.629500
  nChanged 3
		SP:Iteration 48Q (19267.770000 sec): 3 clusters
  Score: Raw -652936.512785 + Penalty 4073.702906 = -648862.809879
  nChanged 4
		SP:Iteration 49Q (19267.910000 sec): 3 clusters
  Score: Raw -652937.516630 + Penalty 4073.702906 = -648863.813724
  nChanged 2
		SP:Iteration 50Q (19268.060000 sec): 3 clusters
  Score: Raw -652938.370531 + Penalty 4073.702906 = -648864.667625
  nChanged 6
		SP:Iteration 51Q (19268.250000 sec): 3 clusters
  Score: Raw -652940.130204 + Penalty 4073.702906 = -648866.427298
  nChanged 5
		SP:Iteration 52Q (19268.450000 sec): 3 clusters
  Score: Raw -652941.833041 + Penalty 4073.702906 = -648868.130135
  nChanged 6
		SP:Iteration 53Q (19268.620000 sec): 3 clusters
  Score: Raw -652944.018311 + Penalty 4073.702906 = -648870.315405
  nChanged 2
		SP:Iteration 54Q (19268.740000 sec): 3 clusters
  Score: Raw -652944.684657 + Penalty 4073.702906 = -648870.981751
  nChanged 0
		SP:Iteration 55F (19268.910000 sec): 3 clusters
  Score: Raw -652944.684657 + Penalty 4073.702906 = -648870.981751
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19268.990000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19269.180000 sec): 3 clusters
  Score: Raw -191896.124747 + Penalty 3495.568542 = -188400.556205
  nChanged 320
		SP:Iteration 1F (19269.330000 sec): 3 clusters
  Score: Raw -192218.813451 + Penalty 3495.568542 = -188723.244909
  nChanged 63
		SP:Iteration 2F (19269.470000 sec): 3 clusters
  Score: Raw -192302.297129 + Penalty 3495.568542 = -188806.728587
  nChanged 44
		SP:Iteration 3Q (19269.570000 sec): 3 clusters
  Score: Raw -192354.255468 + Penalty 3495.568542 = -188858.686926
  nChanged 26
		SP:Iteration 4Q (19269.690000 sec): 3 clusters
  Score: Raw -192384.484405 + Penalty 3495.568542 = -188888.915863
  nChanged 20
		SP:Iteration 5Q (19269.830000 sec): 3 clusters
  Score: Raw -192414.367281 + Penalty 3495.568542 = -188918.798739
  nChanged 18
		SP:Iteration 6Q (19269.970000 sec): 3 clusters
  Score: Raw -192436.745399 + Penalty 3495.568542 = -188941.176857
  nChanged 18
		SP:Iteration 7Q (19270.110000 sec): 3 clusters
  Score: Raw -192464.861371 + Penalty 3495.568542 = -188969.292829
  nChanged 26
		SP:Iteration 8Q (19270.230000 sec): 3 clusters
  Score: Raw -192502.704178 + Penalty 3495.568542 = -189007.135637
  nChanged 22
		SP:Iteration 9Q (19270.370000 sec): 3 clusters
  Score: Raw -192555.265660 + Penalty 3495.568542 = -189059.697119
  nChanged 23
		SP:Iteration 10Q (19270.510000 sec): 3 clusters
  Score: Raw -192604.551021 + Penalty 3495.568542 = -189108.982479
  nChanged 29
		SP:Iteration 11Q (19270.640000 sec): 3 clusters
  Score: Raw -192683.450851 + Penalty 3495.568542 = -189187.882309
  nChanged 28
		SP:Iteration 12Q (19270.730000 sec): 3 clusters
  Score: Raw -192742.615492 + Penalty 3495.568542 = -189247.046950
  nChanged 20
		SP:Iteration 13Q (19270.820000 sec): 3 clusters
  Score: Raw -192777.606311 + Penalty 3495.568542 = -189282.037770
  nChanged 19
		SP:Iteration 14Q (19270.950000 sec): 3 clusters
  Score: Raw -192813.122876 + Penalty 3495.568542 = -189317.554334
  nChanged 13
		SP:Iteration 15Q (19271.130000 sec): 3 clusters
  Score: Raw -192831.715335 + Penalty 3495.568542 = -189336.146793
  nChanged 10
		SP:Iteration 16Q (19271.290000 sec): 3 clusters
  Score: Raw -192845.156186 + Penalty 3495.568542 = -189349.587644
  nChanged 10
		SP:Iteration 17Q (19271.430000 sec): 3 clusters
  Score: Raw -192864.655850 + Penalty 3495.568542 = -189369.087308
  nChanged 10
		SP:Iteration 18Q (19271.570000 sec): 3 clusters
  Score: Raw -192875.305712 + Penalty 3495.568542 = -189379.737171
  nChanged 5
		SP:Iteration 19Q (19271.700000 sec): 3 clusters
  Score: Raw -192883.170070 + Penalty 3495.568542 = -189387.601528
  nChanged 7
		SP:Iteration 20F (19271.810000 sec): 3 clusters
  Score: Raw -192894.498400 + Penalty 3495.568542 = -189398.929858
  nChanged 6
		SP:Iteration 21Q (19271.920000 sec): 3 clusters
  Score: Raw -192906.919090 + Penalty 3495.568542 = -189411.350548
  nChanged 7
		SP:Iteration 22Q (19272.030000 sec): 3 clusters
  Score: Raw -192917.157361 + Penalty 3495.568542 = -189421.588819
  nChanged 6
		SP:Iteration 23Q (19272.150000 sec): 3 clusters
  Score: Raw -192926.310917 + Penalty 3495.568542 = -189430.742375
  nChanged 3
		SP:Iteration 24Q (19272.250000 sec): 3 clusters
  Score: Raw -192931.280920 + Penalty 3495.568542 = -189435.712378
  nChanged 1
		SP:Iteration 25Q (19272.320000 sec): 3 clusters
  Score: Raw -192933.021919 + Penalty 3495.568542 = -189437.453377
  nChanged 1
		SP:Iteration 26Q (19272.470000 sec): 3 clusters
  Score: Raw -192933.619769 + Penalty 3495.568542 = -189438.051227
  nChanged 1
		SP:Iteration 27Q (19272.600000 sec): 3 clusters
  Score: Raw -192934.626402 + Penalty 3495.568542 = -189439.057860
  nChanged 1
		SP:Iteration 28Q (19272.740000 sec): 3 clusters
  Score: Raw -192935.523872 + Penalty 3495.568542 = -189439.955330
  nChanged 2
		SP:Iteration 29Q (19272.890000 sec): 3 clusters
  Score: Raw -192937.354316 + Penalty 3495.568542 = -189441.785774
  nChanged 2
		SP:Iteration 30Q (19273.050000 sec): 3 clusters
  Score: Raw -192939.732750 + Penalty 3495.568542 = -189444.164208
  nChanged 3
		SP:Iteration 31Q (19273.180000 sec): 3 clusters
  Score: Raw -192942.822612 + Penalty 3495.568542 = -189447.254070
  nChanged 4
		SP:Iteration 32Q (19273.330000 sec): 3 clusters
  Score: Raw -192948.704421 + Penalty 3495.568542 = -189453.135879
  nChanged 4
		SP:Iteration 33Q (19273.420000 sec): 3 clusters
  Score: Raw -192955.533654 + Penalty 3495.568542 = -189459.965112
  nChanged 1
		SP:Iteration 34Q (19273.610000 sec): 3 clusters
  Score: Raw -192958.668208 + Penalty 3495.568542 = -189463.099666
  nChanged 4
		SP:Iteration 35Q (19273.730000 sec): 3 clusters
  Score: Raw -192963.614530 + Penalty 3495.568542 = -189468.045988
  nChanged 2
		SP:Iteration 36Q (19273.870000 sec): 3 clusters
  Score: Raw -192965.046752 + Penalty 3495.568542 = -189469.478210
  nChanged 0
		SP:Iteration 37F (19274.010000 sec): 3 clusters
  Score: Raw -192965.046752 + Penalty 3495.568542 = -189469.478210
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19274.070000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19274.150000 sec): 3 clusters
  Score: Raw -20970.214570 + Penalty 2458.090221 = -18512.124350
  nChanged 11
		SP:Iteration 1F (19274.280000 sec): 3 clusters
  Score: Raw -21026.811426 + Penalty 2458.090221 = -18568.721206
  nChanged 3
		SP:Iteration 2Q (19274.370000 sec): 3 clusters
  Score: Raw -21056.574026 + Penalty 2458.090221 = -18598.483805
  nChanged 0
		SP:Iteration 3F (19274.530000 sec): 3 clusters
  Score: Raw -21056.574026 + Penalty 2458.090221 = -18598.483805
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19274.570000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19274.660000 sec): 3 clusters
  Score: Raw -52817.865555 + Penalty 2857.977486 = -49959.888069
  nChanged 25
		SP:Iteration 1F (19274.760000 sec): 3 clusters
  Score: Raw -52919.196562 + Penalty 2857.977486 = -50061.219076
  nChanged 6
		SP:Iteration 2Q (19274.840000 sec): 3 clusters
  Score: Raw -52939.909279 + Penalty 2857.977486 = -50081.931793
  nChanged 3
		SP:Iteration 3Q (19274.940000 sec): 3 clusters
  Score: Raw -52945.445180 + Penalty 2857.977486 = -50087.467694
  nChanged 0
		SP:Iteration 4F (19275.030000 sec): 3 clusters
  Score: Raw -52945.445180 + Penalty 2857.977486 = -50087.467694
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19275.080000 sec): 2 clusters
  Score: Raw -18647.836022 + Penalty 1232.513698 = -17415.322324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19275.170000 sec): 3 clusters
  Score: Raw -19271.201336 + Penalty 2465.027397 = -16806.173939
  nChanged 22
		SP:Iteration 1F (19275.280000 sec): 3 clusters
  Score: Raw -19459.869174 + Penalty 2465.027397 = -16994.841778
  nChanged 10
		SP:Iteration 2F (19275.370000 sec): 3 clusters
  Score: Raw -19799.726819 + Penalty 2465.027397 = -17334.699423
  nChanged 5
		SP:Iteration 3Q (19275.520000 sec): 3 clusters
  Score: Raw -19973.682556 + Penalty 2465.027397 = -17508.655159
  nChanged 0
		SP:Iteration 4F (19275.620000 sec): 3 clusters
  Score: Raw -19973.682556 + Penalty 2465.027397 = -17508.655159
  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 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19275.720000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19275.850000 sec): 3 clusters
  Score: Raw -95277.667691 + Penalty 3168.726457 = -92108.941234
  nChanged 118
		SP:Iteration 1F (19275.960000 sec): 3 clusters
  Score: Raw -95615.064173 + Penalty 3168.726457 = -92446.337716
  nChanged 39
		SP:Iteration 2F (19276.100000 sec): 3 clusters
  Score: Raw -95719.283841 + Penalty 3168.726457 = -92550.557384
  nChanged 17
		SP:Iteration 3Q (19276.240000 sec): 3 clusters
  Score: Raw -95750.847160 + Penalty 3168.726457 = -92582.120703
  nChanged 5
		SP:Iteration 4Q (19276.380000 sec): 3 clusters
  Score: Raw -95762.738693 + Penalty 3168.726457 = -92594.012236
  nChanged 4
		SP:Iteration 5Q (19276.480000 sec): 3 clusters
  Score: Raw -95769.319476 + Penalty 3168.726457 = -92600.593019
  nChanged 2
		SP:Iteration 6Q (19276.620000 sec): 3 clusters
  Score: Raw -95773.079093 + Penalty 3168.726457 = -92604.352636
  nChanged 1
		SP:Iteration 7Q (19276.760000 sec): 3 clusters
  Score: Raw -95774.075474 + Penalty 3168.726457 = -92605.349017
  nChanged 0
		SP:Iteration 8F (19276.910000 sec): 3 clusters
  Score: Raw -95774.075474 + Penalty 3168.726457 = -92605.349017
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19277.000000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19277.100000 sec): 3 clusters
  Score: Raw -43699.844113 + Penalty 2787.718829 = -40912.125283
  nChanged 44
		SP:Iteration 1F (19277.240000 sec): 3 clusters
  Score: Raw -43816.905695 + Penalty 2787.718829 = -41029.186866
  nChanged 9
		SP:Iteration 2Q (19277.380000 sec): 3 clusters
  Score: Raw -43835.414757 + Penalty 2787.718829 = -41047.695927
  nChanged 3
		SP:Iteration 3Q (19277.530000 sec): 3 clusters
  Score: Raw -43842.286955 + Penalty 2787.718829 = -41054.568126
  nChanged 2
		SP:Iteration 4Q (19277.670000 sec): 3 clusters
  Score: Raw -43883.223176 + Penalty 2787.718829 = -41095.504346
  nChanged 3
		SP:Iteration 5Q (19277.840000 sec): 3 clusters
  Score: Raw -43908.751556 + Penalty 2787.718829 = -41121.032727
  nChanged 4
		SP:Iteration 6Q (19277.940000 sec): 3 clusters
  Score: Raw -43920.734576 + Penalty 2787.718829 = -41133.015746
  nChanged 2
		SP:Iteration 7Q (19278.080000 sec): 3 clusters
  Score: Raw -43926.418097 + Penalty 2787.718829 = -41138.699268
  nChanged 1
		SP:Iteration 8Q (19278.180000 sec): 3 clusters
  Score: Raw -43928.323338 + Penalty 2787.718829 = -41140.604509
  nChanged 0
		SP:Iteration 9F (19278.330000 sec): 3 clusters
  Score: Raw -43928.323338 + Penalty 2787.718829 = -41140.604509
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19278.370000 sec): 2 clusters
  Score: Raw -49231.513091 + Penalty 1466.548745 = -47764.964345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19278.500000 sec): 3 clusters
  Score: Raw -49683.680903 + Penalty 2933.097491 = -46750.583413
  nChanged 95
		SP:Iteration 1F (19278.640000 sec): 3 clusters
  Score: Raw -49958.412067 + Penalty 2933.097491 = -47025.314576
  nChanged 27
		SP:Iteration 2F (19278.790000 sec): 3 clusters
  Score: Raw -50030.734483 + Penalty 2933.097491 = -47097.636993
  nChanged 15
		SP:Iteration 3Q (19278.970000 sec): 3 clusters
  Score: Raw -50059.572255 + Penalty 2933.097491 = -47126.474764
  nChanged 7
		SP:Iteration 4Q (19279.110000 sec): 3 clusters
  Score: Raw -50113.449291 + Penalty 2933.097491 = -47180.351800
  nChanged 7
		SP:Iteration 5Q (19279.290000 sec): 3 clusters
  Score: Raw -50127.608468 + Penalty 2933.097491 = -47194.510977
  nChanged 7
		SP:Iteration 6Q (19279.410000 sec): 3 clusters
  Score: Raw -50141.435896 + Penalty 2933.097491 = -47208.338405
  nChanged 6
		SP:Iteration 7Q (19279.550000 sec): 3 clusters
  Score: Raw -50150.467389 + Penalty 2933.097491 = -47217.369899
  nChanged 5
		SP:Iteration 8Q (19279.710000 sec): 3 clusters
  Score: Raw -50161.012283 + Penalty 2933.097491 = -47227.914792
  nChanged 6
		SP:Iteration 9Q (19279.820000 sec): 3 clusters
  Score: Raw -50170.796995 + Penalty 2933.097491 = -47237.699504
  nChanged 5
		SP:Iteration 10Q (19279.920000 sec): 3 clusters
  Score: Raw -50180.554021 + Penalty 2933.097491 = -47247.456530
  nChanged 3
		SP:Iteration 11Q (19280.010000 sec): 3 clusters
  Score: Raw -50185.150703 + Penalty 2933.097491 = -47252.053212
  nChanged 1
		SP:Iteration 12Q (19280.160000 sec): 3 clusters
  Score: Raw -50187.348937 + Penalty 2933.097491 = -47254.251446
  nChanged 0
		SP:Iteration 13F (19280.250000 sec): 3 clusters
  Score: Raw -50187.348937 + Penalty 2933.097491 = -47254.251446
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19280.300000 sec): 2 clusters
  Score: Raw -84642.320420 + Penalty 1584.363229 = -83057.957191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19280.400000 sec): 3 clusters
  Score: Raw -84671.167430 + Penalty 3168.726457 = -81502.440973
  nChanged 128
		SP:Iteration 1F (19280.540000 sec): 3 clusters
  Score: Raw -84943.037632 + Penalty 3168.726457 = -81774.311175
  nChanged 37
		SP:Iteration 2F (19280.710000 sec): 3 clusters
  Score: Raw -85123.669313 + Penalty 3168.726457 = -81954.942856
  nChanged 48
		SP:Iteration 3F (19280.860000 sec): 3 clusters
  Score: Raw -85343.538256 + Penalty 3168.726457 = -82174.811799
  nChanged 35
		SP:Iteration 4F (19281.040000 sec): 3 clusters
  Score: Raw -85505.263082 + Penalty 3168.726457 = -82336.536625
  nChanged 20
		SP:Iteration 5Q (19281.140000 sec): 3 clusters
  Score: Raw -85587.426359 + Penalty 3168.726457 = -82418.699901
  nChanged 13
		SP:Iteration 6Q (19281.280000 sec): 3 clusters
  Score: Raw -85643.565189 + Penalty 3168.726457 = -82474.838732
  nChanged 11
		SP:Iteration 7Q (19281.440000 sec): 3 clusters
  Score: Raw -85665.615894 + Penalty 3168.726457 = -82496.889437
  nChanged 8
		SP:Iteration 8Q (19281.580000 sec): 3 clusters
  Score: Raw -85706.562353 + Penalty 3168.726457 = -82537.835896
  nChanged 7
		SP:Iteration 9Q (19281.690000 sec): 3 clusters
  Score: Raw -85737.339940 + Penalty 3168.726457 = -82568.613483
  nChanged 3
		SP:Iteration 10Q (19281.840000 sec): 3 clusters
  Score: Raw -85747.297401 + Penalty 3168.726457 = -82578.570944
  nChanged 5
		SP:Iteration 11Q (19282.000000 sec): 3 clusters
  Score: Raw -85774.684059 + Penalty 3168.726457 = -82605.957602
  nChanged 9
		SP:Iteration 12Q (19282.120000 sec): 3 clusters
  Score: Raw -85805.068379 + Penalty 3168.726457 = -82636.341921
  nChanged 6
		SP:Iteration 13Q (19282.290000 sec): 3 clusters
  Score: Raw -85829.530655 + Penalty 3168.726457 = -82660.804198
  nChanged 9
		SP:Iteration 14Q (19282.420000 sec): 3 clusters
  Score: Raw -85875.774243 + Penalty 3168.726457 = -82707.047786
  nChanged 11
		SP:Iteration 15Q (19282.550000 sec): 3 clusters
  Score: Raw -85924.031242 + Penalty 3168.726457 = -82755.304785
  nChanged 9
		SP:Iteration 16Q (19282.700000 sec): 3 clusters
  Score: Raw -85959.633550 + Penalty 3168.726457 = -82790.907093
  nChanged 7
		SP:Iteration 17Q (19282.820000 sec): 3 clusters
  Score: Raw -85991.507093 + Penalty 3168.726457 = -82822.780635
  nChanged 7
		SP:Iteration 18Q (19282.940000 sec): 3 clusters
  Score: Raw -86043.394299 + Penalty 3168.726457 = -82874.667842
  nChanged 7
		SP:Iteration 19Q (19283.080000 sec): 3 clusters
  Score: Raw -86082.728772 + Penalty 3168.726457 = -82914.002315
  nChanged 8
		SP:Iteration 20F (19283.170000 sec): 3 clusters
  Score: Raw -86127.367913 + Penalty 3168.726457 = -82958.641456
  nChanged 4
		SP:Iteration 21Q (19283.300000 sec): 3 clusters
  Score: Raw -86141.632811 + Penalty 3168.726457 = -82972.906354
  nChanged 2
		SP:Iteration 22Q (19283.380000 sec): 3 clusters
  Score: Raw -86150.652275 + Penalty 3168.726457 = -82981.925818
  nChanged 1
		SP:Iteration 23Q (19283.520000 sec): 3 clusters
  Score: Raw -86153.755213 + Penalty 3168.726457 = -82985.028756
  nChanged 1
		SP:Iteration 24Q (19283.660000 sec): 3 clusters
  Score: Raw -86161.274014 + Penalty 3168.726457 = -82992.547557
  nChanged 0
		SP:Iteration 25F (19283.780000 sec): 3 clusters
  Score: Raw -86161.274014 + Penalty 3168.726457 = -82992.547557
  nChanged 0
Deleting Class 55 (32 points): Lose 2623.943359 but Gain 3262.464713
Iteration 299Q (19335.380000 sec): 60 clusters
  Score: Raw -91394459.045440 + Penalty 192485.418085 = -91201973.627355
  nChanged 44
Deleting Class 54 (269 points): Lose 690.880114 but Gain 3262.464713
Iteration 300F (19422.610000 sec): 59 clusters
  Score: Raw -91392487.767446 + Penalty 189222.953371 = -91203264.814074
  nChanged 462
Iteration 301Q (19469.860000 sec): 59 clusters
  Score: Raw -91394207.952810 + Penalty 189222.953371 = -91204984.999438
  nChanged 48
Iteration 302Q (19520.480000 sec): 59 clusters
  Score: Raw -91395158.355341 + Penalty 189222.953371 = -91205935.401969
  nChanged 13
Iteration 303Q (19571.780000 sec): 59 clusters
  Score: Raw -91395292.642521 + Penalty 189222.953371 = -91206069.689149
  nChanged 10
Iteration 304Q (19621.140000 sec): 59 clusters
  Score: Raw -91395423.124777 + Penalty 189222.953371 = -91206200.171406
  nChanged 4
Iteration 305Q (19670.900000 sec): 59 clusters
  Score: Raw -91395595.317867 + Penalty 189222.953371 = -91206372.364496
  nChanged 2
Iteration 306Q (19722.130000 sec): 59 clusters
  Score: Raw -91395610.090491 + Penalty 189222.953371 = -91206387.137120
  nChanged 2
Iteration 307Q (19773.760000 sec): 59 clusters
  Score: Raw -91395627.260015 + Penalty 189222.953371 = -91206404.306644
  nChanged 1
Iteration 308Q (19823.080000 sec): 59 clusters
  Score: Raw -91395630.359964 + Penalty 189222.953371 = -91206407.406593
  nChanged 0
Iteration 309F (19901.580000 sec): 59 clusters
  Score: Raw -91395721.787989 + Penalty 189222.953371 = -91206498.834618
  nChanged 5
Iteration 310Q (19952.130000 sec): 59 clusters
  Score: Raw -91396136.266529 + Penalty 189222.953371 = -91206913.313158
  nChanged 1
Iteration 311Q (20001.060000 sec): 59 clusters
  Score: Raw -91396144.355439 + Penalty 189222.953371 = -91206921.402067
  nChanged 1
Iteration 312Q (20053.110000 sec): 59 clusters
  Score: Raw -91396149.193701 + Penalty 189222.953371 = -91206926.240329
  nChanged 0
Iteration 313F (20134.310000 sec): 59 clusters
  Score: Raw -91396358.046223 + Penalty 189222.953371 = -91207135.092851
  nChanged 5
Iteration 314Q (20185.730000 sec): 59 clusters
  Score: Raw -91396610.610341 + Penalty 189222.953371 = -91207387.656970
  nChanged 1
Iteration 315Q (20229.770000 sec): 59 clusters
  Score: Raw -91396625.273427 + Penalty 189222.953371 = -91207402.320055
  nChanged 2
Iteration 316Q (20275.140000 sec): 59 clusters
  Score: Raw -91396646.137849 + Penalty 189222.953371 = -91207423.184477
  nChanged 1
Iteration 317Q (20328.840000 sec): 59 clusters
  Score: Raw -91396655.903255 + Penalty 189222.953371 = -91207432.949884
  nChanged 0
Iteration 318F (20406.440000 sec): 59 clusters
  Score: Raw -91397269.601832 + Penalty 189222.953371 = -91208046.648461
  nChanged 17
Iteration 319Q (20458.660000 sec): 59 clusters
  Score: Raw -91398960.184060 + Penalty 189222.953371 = -91209737.230689
  nChanged 7
Iteration 320F (20541.180000 sec): 59 clusters
  Score: Raw -91402705.152570 + Penalty 189222.953371 = -91213482.199199
  nChanged 41
Iteration 321Q (20594.120000 sec): 59 clusters
  Score: Raw -91403499.088727 + Penalty 189222.953371 = -91214276.135355
  nChanged 2
Iteration 322Q (20646.100000 sec): 59 clusters
  Score: Raw -91403520.520975 + Penalty 189222.953371 = -91214297.567604
  nChanged 1
Iteration 323Q (20698.440000 sec): 59 clusters
  Score: Raw -91403531.563996 + Penalty 189222.953371 = -91214308.610625
  nChanged 0
Iteration 324F (20779.000000 sec): 59 clusters
  Score: Raw -91403717.363433 + Penalty 189222.953371 = -91214494.410061
  nChanged 6
Iteration 325Q (20829.310000 sec): 59 clusters
  Score: Raw -91404130.872586 + Penalty 189222.953371 = -91214907.919215
  nChanged 1
Iteration 326Q (20882.020000 sec): 59 clusters
  Score: Raw -91404143.192337 + Penalty 189222.953371 = -91214920.238966
  nChanged 0
Iteration 327F (20965.750000 sec): 59 clusters
  Score: Raw -91404162.210141 + Penalty 189222.953371 = -91214939.256769
  nChanged 1
Iteration 328Q (21020.270000 sec): 59 clusters
  Score: Raw -91404206.382163 + Penalty 189222.953371 = -91214983.428792
  nChanged 0
Iteration 329F (21100.260000 sec): 59 clusters
  Score: Raw -91404206.382163 + Penalty 189222.953371 = -91214983.428792
  nChanged 0
Compute initial score before splitting:   Score: Raw -91404206.382163 + Penalty 189222.953371 = -91214983.428792
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21100.340000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21100.520000 sec): 3 clusters
  Score: Raw -47386.717483 + Penalty 2933.097491 = -44453.619992
  nChanged 63
		SP:Iteration 1F (21100.660000 sec): 3 clusters
  Score: Raw -47539.023898 + Penalty 2933.097491 = -44605.926408
  nChanged 21
		SP:Iteration 2F (21100.810000 sec): 3 clusters
  Score: Raw -47601.166726 + Penalty 2933.097491 = -44668.069235
  nChanged 14
		SP:Iteration 3Q (21100.930000 sec): 3 clusters
  Score: Raw -47637.024016 + Penalty 2933.097491 = -44703.926526
  nChanged 7
		SP:Iteration 4Q (21101.070000 sec): 3 clusters
  Score: Raw -47658.422192 + Penalty 2933.097491 = -44725.324701
  nChanged 5
		SP:Iteration 5Q (21101.170000 sec): 3 clusters
  Score: Raw -47672.342961 + Penalty 2933.097491 = -44739.245470
  nChanged 5
		SP:Iteration 6Q (21101.310000 sec): 3 clusters
  Score: Raw -47705.248607 + Penalty 2933.097491 = -44772.151116
  nChanged 6
		SP:Iteration 7Q (21101.450000 sec): 3 clusters
  Score: Raw -47718.222444 + Penalty 2933.097491 = -44785.124953
  nChanged 3
		SP:Iteration 8Q (21101.580000 sec): 3 clusters
  Score: Raw -47729.326845 + Penalty 2933.097491 = -44796.229355
  nChanged 6
		SP:Iteration 9Q (21101.730000 sec): 3 clusters
  Score: Raw -47759.877631 + Penalty 2933.097491 = -44826.780140
  nChanged 3
		SP:Iteration 10Q (21101.930000 sec): 3 clusters
  Score: Raw -47775.468954 + Penalty 2933.097491 = -44842.371463
  nChanged 0
		SP:Iteration 11F (21102.120000 sec): 3 clusters
  Score: Raw -47775.468954 + Penalty 2933.097491 = -44842.371463
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21102.180000 sec): 2 clusters
  Score: Raw -77629.043627 + Penalty 1533.157057 = -76095.886570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21102.310000 sec): 3 clusters
  Score: Raw -77663.036315 + Penalty 3066.314114 = -74596.722201
  nChanged 93
		SP:Iteration 1F (21102.400000 sec): 3 clusters
  Score: Raw -77830.426966 + Penalty 3066.314114 = -74764.112853
  nChanged 27
		SP:Iteration 2F (21102.570000 sec): 3 clusters
  Score: Raw -77901.800587 + Penalty 3066.314114 = -74835.486473
  nChanged 16
		SP:Iteration 3Q (21102.700000 sec): 3 clusters
  Score: Raw -77952.614222 + Penalty 3066.314114 = -74886.300108
  nChanged 10
		SP:Iteration 4Q (21102.820000 sec): 3 clusters
  Score: Raw -77983.915617 + Penalty 3066.314114 = -74917.601503
  nChanged 11
		SP:Iteration 5Q (21102.970000 sec): 3 clusters
  Score: Raw -78006.895926 + Penalty 3066.314114 = -74940.581812
  nChanged 9
		SP:Iteration 6Q (21103.110000 sec): 3 clusters
  Score: Raw -78024.785034 + Penalty 3066.314114 = -74958.470920
  nChanged 7
		SP:Iteration 7Q (21103.250000 sec): 3 clusters
  Score: Raw -78039.641278 + Penalty 3066.314114 = -74973.327165
  nChanged 7
		SP:Iteration 8Q (21103.460000 sec): 3 clusters
  Score: Raw -78053.437209 + Penalty 3066.314114 = -74987.123096
  nChanged 4
		SP:Iteration 9Q (21103.670000 sec): 3 clusters
  Score: Raw -78063.154856 + Penalty 3066.314114 = -74996.840742
  nChanged 5
		SP:Iteration 10Q (21103.810000 sec): 3 clusters
  Score: Raw -78075.236544 + Penalty 3066.314114 = -75008.922430
  nChanged 3
		SP:Iteration 11Q (21104.010000 sec): 3 clusters
  Score: Raw -78085.008426 + Penalty 3066.314114 = -75018.694312
  nChanged 4
		SP:Iteration 12Q (21104.190000 sec): 3 clusters
  Score: Raw -78097.357619 + Penalty 3066.314114 = -75031.043505
  nChanged 5
		SP:Iteration 13Q (21104.370000 sec): 3 clusters
  Score: Raw -78113.076514 + Penalty 3066.314114 = -75046.762401
  nChanged 3
		SP:Iteration 14Q (21104.540000 sec): 3 clusters
  Score: Raw -78117.144955 + Penalty 3066.314114 = -75050.830841
  nChanged 3
		SP:Iteration 15Q (21104.680000 sec): 3 clusters
  Score: Raw -78129.389324 + Penalty 3066.314114 = -75063.075211
  nChanged 4
		SP:Iteration 16Q (21104.850000 sec): 3 clusters
  Score: Raw -78161.887315 + Penalty 3066.314114 = -75095.573201
  nChanged 7
		SP:Iteration 17Q (21104.970000 sec): 3 clusters
  Score: Raw -78188.880319 + Penalty 3066.314114 = -75122.566205
  nChanged 10
		SP:Iteration 18Q (21105.100000 sec): 3 clusters
  Score: Raw -78245.581191 + Penalty 3066.314114 = -75179.267077
  nChanged 6
		SP:Iteration 19Q (21105.270000 sec): 3 clusters
  Score: Raw -78261.109094 + Penalty 3066.314114 = -75194.794980
  nChanged 4
		SP:Iteration 20F (21105.390000 sec): 3 clusters
  Score: Raw -78279.064147 + Penalty 3066.314114 = -75212.750033
  nChanged 2
		SP:Iteration 21Q (21105.570000 sec): 3 clusters
  Score: Raw -78284.076799 + Penalty 3066.314114 = -75217.762686
  nChanged 0
		SP:Iteration 22F (21105.720000 sec): 3 clusters
  Score: Raw -78284.076799 + Penalty 3066.314114 = -75217.762686
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21105.840000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21106.030000 sec): 3 clusters
  Score: Raw -221747.870417 + Penalty 3514.607126 = -218233.263291
  nChanged 322
		SP:Iteration 1F (21106.220000 sec): 3 clusters
  Score: Raw -222028.504504 + Penalty 3514.607126 = -218513.897378
  nChanged 70
		SP:Iteration 2F (21106.350000 sec): 3 clusters
  Score: Raw -222121.041018 + Penalty 3514.607126 = -218606.433891
  nChanged 55
		SP:Iteration 3Q (21106.450000 sec): 3 clusters
  Score: Raw -222199.661605 + Penalty 3514.607126 = -218685.054479
  nChanged 45
		SP:Iteration 4Q (21106.600000 sec): 3 clusters
  Score: Raw -222258.840772 + Penalty 3514.607126 = -218744.233646
  nChanged 37
		SP:Iteration 5Q (21106.730000 sec): 3 clusters
  Score: Raw -222303.259388 + Penalty 3514.607126 = -218788.652262
  nChanged 30
		SP:Iteration 6Q (21106.880000 sec): 3 clusters
  Score: Raw -222339.892278 + Penalty 3514.607126 = -218825.285152
  nChanged 23
		SP:Iteration 7Q (21106.990000 sec): 3 clusters
  Score: Raw -222364.634555 + Penalty 3514.607126 = -218850.027428
  nChanged 10
		SP:Iteration 8Q (21107.130000 sec): 3 clusters
  Score: Raw -222375.450460 + Penalty 3514.607126 = -218860.843334
  nChanged 8
		SP:Iteration 9Q (21107.230000 sec): 3 clusters
  Score: Raw -222386.237267 + Penalty 3514.607126 = -218871.630141
  nChanged 4
		SP:Iteration 10Q (21107.330000 sec): 3 clusters
  Score: Raw -222392.905919 + Penalty 3514.607126 = -218878.298792
  nChanged 7
		SP:Iteration 11Q (21107.470000 sec): 3 clusters
  Score: Raw -222400.866935 + Penalty 3514.607126 = -218886.259808
  nChanged 3
		SP:Iteration 12Q (21107.610000 sec): 3 clusters
  Score: Raw -222405.815008 + Penalty 3514.607126 = -218891.207881
  nChanged 9
		SP:Iteration 13Q (21107.750000 sec): 3 clusters
  Score: Raw -222419.475213 + Penalty 3514.607126 = -218904.868087
  nChanged 7
		SP:Iteration 14Q (21107.890000 sec): 3 clusters
  Score: Raw -222428.930370 + Penalty 3514.607126 = -218914.323244
  nChanged 6
		SP:Iteration 15Q (21108.030000 sec): 3 clusters
  Score: Raw -222436.414521 + Penalty 3514.607126 = -218921.807394
  nChanged 9
		SP:Iteration 16Q (21108.160000 sec): 3 clusters
  Score: Raw -222447.085964 + Penalty 3514.607126 = -218932.478837
  nChanged 12
		SP:Iteration 17Q (21108.310000 sec): 3 clusters
  Score: Raw -222459.207570 + Penalty 3514.607126 = -218944.600443
  nChanged 8
		SP:Iteration 18Q (21108.440000 sec): 3 clusters
  Score: Raw -222468.509536 + Penalty 3514.607126 = -218953.902409
  nChanged 14
		SP:Iteration 19Q (21108.540000 sec): 3 clusters
  Score: Raw -222491.477245 + Penalty 3514.607126 = -218976.870119
  nChanged 15
		SP:Iteration 20F (21108.710000 sec): 3 clusters
  Score: Raw -222514.934168 + Penalty 3514.607126 = -219000.327042
  nChanged 16
		SP:Iteration 21Q (21108.820000 sec): 3 clusters
  Score: Raw -222543.060172 + Penalty 3514.607126 = -219028.453045
  nChanged 19
		SP:Iteration 22Q (21108.970000 sec): 3 clusters
  Score: Raw -222574.286186 + Penalty 3514.607126 = -219059.679059
  nChanged 18
		SP:Iteration 23Q (21109.060000 sec): 3 clusters
  Score: Raw -222612.253476 + Penalty 3514.607126 = -219097.646349
  nChanged 18
		SP:Iteration 24Q (21109.200000 sec): 3 clusters
  Score: Raw -222646.837228 + Penalty 3514.607126 = -219132.230101
  nChanged 23
		SP:Iteration 25Q (21109.300000 sec): 3 clusters
  Score: Raw -222695.296067 + Penalty 3514.607126 = -219180.688941
  nChanged 26
		SP:Iteration 26Q (21109.390000 sec): 3 clusters
  Score: Raw -222756.814240 + Penalty 3514.607126 = -219242.207113
  nChanged 35
		SP:Iteration 27Q (21109.540000 sec): 3 clusters
  Score: Raw -222845.215697 + Penalty 3514.607126 = -219330.608571
  nChanged 37
		SP:Iteration 28Q (21109.630000 sec): 3 clusters
  Score: Raw -222962.652496 + Penalty 3514.607126 = -219448.045369
  nChanged 42
		SP:Iteration 29Q (21109.770000 sec): 3 clusters
  Score: Raw -223114.107222 + Penalty 3514.607126 = -219599.500095
  nChanged 34
		SP:Iteration 30Q (21109.900000 sec): 3 clusters
  Score: Raw -223211.630916 + Penalty 3514.607126 = -219697.023789
  nChanged 33
		SP:Iteration 31Q (21110.050000 sec): 3 clusters
  Score: Raw -223299.335974 + Penalty 3514.607126 = -219784.728848
  nChanged 21
		SP:Iteration 32Q (21110.190000 sec): 3 clusters
  Score: Raw -223345.875576 + Penalty 3514.607126 = -219831.268449
  nChanged 11
		SP:Iteration 33Q (21110.400000 sec): 3 clusters
  Score: Raw -223381.571743 + Penalty 3514.607126 = -219866.964617
  nChanged 5
		SP:Iteration 34Q (21110.530000 sec): 3 clusters
  Score: Raw -223394.595859 + Penalty 3514.607126 = -219879.988733
  nChanged 2
		SP:Iteration 35Q (21110.700000 sec): 3 clusters
  Score: Raw -223397.282654 + Penalty 3514.607126 = -219882.675528
  nChanged 0
		SP:Iteration 36F (21110.920000 sec): 3 clusters
  Score: Raw -223397.282654 + Penalty 3514.607126 = -219882.675528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21110.980000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21111.170000 sec): 3 clusters
  Score: Raw -27149.763552 + Penalty 2547.356025 = -24602.407527
  nChanged 13
		SP:Iteration 1F (21111.290000 sec): 3 clusters
  Score: Raw -27216.289966 + Penalty 2547.356025 = -24668.933942
  nChanged 2
		SP:Iteration 2Q (21111.480000 sec): 3 clusters
  Score: Raw -27240.908592 + Penalty 2547.356025 = -24693.552567
  nChanged 2
		SP:Iteration 3Q (21111.670000 sec): 3 clusters
  Score: Raw -27250.245390 + Penalty 2547.356025 = -24702.889365
  nChanged 0
		SP:Iteration 4F (21111.790000 sec): 3 clusters
  Score: Raw -27250.245390 + Penalty 2547.356025 = -24702.889365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21111.960000 sec): 2 clusters
  Score: Raw -907448.131546 + Penalty 2118.919402 = -905329.212144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21112.210000 sec): 3 clusters
  Score: Raw -904969.233245 + Penalty 4237.838803 = -900731.394442
  nChanged 1976
		SP:Iteration 1F (21112.450000 sec): 3 clusters
  Score: Raw -906164.531003 + Penalty 4237.838803 = -901926.692199
  nChanged 415
		SP:Iteration 2F (21112.670000 sec): 3 clusters
  Score: Raw -906454.139688 + Penalty 4237.838803 = -902216.300884
  nChanged 300
		SP:Iteration 3F (21112.830000 sec): 3 clusters
  Score: Raw -906672.184465 + Penalty 4237.838803 = -902434.345661
  nChanged 271
		SP:Iteration 4F (21113.070000 sec): 3 clusters
  Score: Raw -906853.960218 + Penalty 4237.838803 = -902616.121415
  nChanged 231
		SP:Iteration 5Q (21113.270000 sec): 3 clusters
  Score: Raw -906994.350794 + Penalty 4237.838803 = -902756.511991
  nChanged 172
		SP:Iteration 6Q (21113.540000 sec): 3 clusters
  Score: Raw -907105.298612 + Penalty 4237.838803 = -902867.459809
  nChanged 176
		SP:Iteration 7Q (21113.770000 sec): 3 clusters
  Score: Raw -907218.356112 + Penalty 4237.838803 = -902980.517308
  nChanged 145
		SP:Iteration 8Q (21114.020000 sec): 3 clusters
  Score: Raw -907315.897223 + Penalty 4237.838803 = -903078.058420
  nChanged 154
		SP:Iteration 9Q (21114.280000 sec): 3 clusters
  Score: Raw -907429.474139 + Penalty 4237.838803 = -903191.635336
  nChanged 163
		SP:Iteration 10Q (21114.470000 sec): 3 clusters
  Score: Raw -907560.939816 + Penalty 4237.838803 = -903323.101013
  nChanged 168
		SP:Iteration 11Q (21114.660000 sec): 3 clusters
  Score: Raw -907709.055256 + Penalty 4237.838803 = -903471.216453
  nChanged 188
		SP:Iteration 12Q (21114.880000 sec): 3 clusters
  Score: Raw -907896.650078 + Penalty 4237.838803 = -903658.811275
  nChanged 189
		SP:Iteration 13Q (21115.030000 sec): 3 clusters
  Score: Raw -908083.430474 + Penalty 4237.838803 = -903845.591671
  nChanged 161
		SP:Iteration 14Q (21115.220000 sec): 3 clusters
  Score: Raw -908252.103399 + Penalty 4237.838803 = -904014.264596
  nChanged 133
		SP:Iteration 15Q (21115.410000 sec): 3 clusters
  Score: Raw -908405.383709 + Penalty 4237.838803 = -904167.544906
  nChanged 107
		SP:Iteration 16Q (21115.590000 sec): 3 clusters
  Score: Raw -908512.341980 + Penalty 4237.838803 = -904274.503177
  nChanged 84
		SP:Iteration 17Q (21115.780000 sec): 3 clusters
  Score: Raw -908595.274851 + Penalty 4237.838803 = -904357.436047
  nChanged 58
		SP:Iteration 18Q (21115.930000 sec): 3 clusters
  Score: Raw -908656.089678 + Penalty 4237.838803 = -904418.250874
  nChanged 58
		SP:Iteration 19Q (21116.120000 sec): 3 clusters
  Score: Raw -908715.736197 + Penalty 4237.838803 = -904477.897394
  nChanged 39
		SP:Iteration 20F (21116.360000 sec): 3 clusters
  Score: Raw -908755.728507 + Penalty 4237.838803 = -904517.889703
  nChanged 30
		SP:Iteration 21Q (21116.550000 sec): 3 clusters
  Score: Raw -908787.324955 + Penalty 4237.838803 = -904549.486151
  nChanged 22
		SP:Iteration 22Q (21116.740000 sec): 3 clusters
  Score: Raw -908810.104162 + Penalty 4237.838803 = -904572.265359
  nChanged 20
		SP:Iteration 23Q (21116.930000 sec): 3 clusters
  Score: Raw -908829.784990 + Penalty 4237.838803 = -904591.946187
  nChanged 12
		SP:Iteration 24Q (21117.140000 sec): 3 clusters
  Score: Raw -908837.897940 + Penalty 4237.838803 = -904600.059137
  nChanged 8
		SP:Iteration 25Q (21117.340000 sec): 3 clusters
  Score: Raw -908842.394735 + Penalty 4237.838803 = -904604.555932
  nChanged 2
		SP:Iteration 26Q (21117.490000 sec): 3 clusters
  Score: Raw -908843.852273 + Penalty 4237.838803 = -904606.013470
  nChanged 3
		SP:Iteration 27Q (21117.670000 sec): 3 clusters
  Score: Raw -908845.298496 + Penalty 4237.838803 = -904607.459693
  nChanged 4
		SP:Iteration 28Q (21117.840000 sec): 3 clusters
  Score: Raw -908847.322167 + Penalty 4237.838803 = -904609.483363
  nChanged 0
		SP:Iteration 29F (21118.000000 sec): 3 clusters
  Score: Raw -908847.322167 + Penalty 4237.838803 = -904609.483363
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21118.060000 sec): 2 clusters
  Score: Raw -60060.754644 + Penalty 1498.572943 = -58562.181701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21118.230000 sec): 3 clusters
  Score: Raw -60296.071697 + Penalty 2997.145886 = -57298.925812
  nChanged 83
		SP:Iteration 1F (21118.360000 sec): 3 clusters
  Score: Raw -60549.138501 + Penalty 2997.145886 = -57551.992615
  nChanged 27
		SP:Iteration 2F (21118.500000 sec): 3 clusters
  Score: Raw -60637.829174 + Penalty 2997.145886 = -57640.683289
  nChanged 16
		SP:Iteration 3Q (21118.700000 sec): 3 clusters
  Score: Raw -60678.382694 + Penalty 2997.145886 = -57681.236808
  nChanged 16
		SP:Iteration 4Q (21118.850000 sec): 3 clusters
  Score: Raw -60722.617768 + Penalty 2997.145886 = -57725.471883
  nChanged 6
		SP:Iteration 5Q (21119.030000 sec): 3 clusters
  Score: Raw -60741.618555 + Penalty 2997.145886 = -57744.472669
  nChanged 3
		SP:Iteration 6Q (21119.180000 sec): 3 clusters
  Score: Raw -60764.479766 + Penalty 2997.145886 = -57767.333881
  nChanged 2
		SP:Iteration 7Q (21119.370000 sec): 3 clusters
  Score: Raw -60777.190011 + Penalty 2997.145886 = -57780.044125
  nChanged 2
		SP:Iteration 8Q (21119.500000 sec): 3 clusters
  Score: Raw -60786.533007 + Penalty 2997.145886 = -57789.387121
  nChanged 1
		SP:Iteration 9Q (21119.630000 sec): 3 clusters
  Score: Raw -60790.157271 + Penalty 2997.145886 = -57793.011386
  nChanged 3
		SP:Iteration 10Q (21119.750000 sec): 3 clusters
  Score: Raw -60803.324966 + Penalty 2997.145886 = -57806.179080
  nChanged 4
		SP:Iteration 11Q (21119.860000 sec): 3 clusters
  Score: Raw -60812.431214 + Penalty 2997.145886 = -57815.285329
  nChanged 0
		SP:Iteration 12F (21120.020000 sec): 3 clusters
  Score: Raw -60812.431214 + Penalty 2997.145886 = -57815.285329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21120.150000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21120.290000 sec): 3 clusters
  Score: Raw -280228.476704 + Penalty 3634.904927 = -276593.571777
  nChanged 486
		SP:Iteration 1F (21120.500000 sec): 3 clusters
  Score: Raw -280652.382571 + Penalty 3634.904927 = -277017.477644
  nChanged 123
		SP:Iteration 2F (21120.610000 sec): 3 clusters
  Score: Raw -280773.743313 + Penalty 3634.904927 = -277138.838386
  nChanged 57
		SP:Iteration 3Q (21120.730000 sec): 3 clusters
  Score: Raw -280832.889564 + Penalty 3634.904927 = -277197.984637
  nChanged 34
		SP:Iteration 4Q (21120.870000 sec): 3 clusters
  Score: Raw -280864.417374 + Penalty 3634.904927 = -277229.512447
  nChanged 27
		SP:Iteration 5Q (21121.000000 sec): 3 clusters
  Score: Raw -280885.558652 + Penalty 3634.904927 = -277250.653725
  nChanged 19
		SP:Iteration 6Q (21121.190000 sec): 3 clusters
  Score: Raw -280903.082902 + Penalty 3634.904927 = -277268.177975
  nChanged 11
		SP:Iteration 7Q (21121.360000 sec): 3 clusters
  Score: Raw -280912.514269 + Penalty 3634.904927 = -277277.609342
  nChanged 12
		SP:Iteration 8Q (21121.530000 sec): 3 clusters
  Score: Raw -280921.620966 + Penalty 3634.904927 = -277286.716039
  nChanged 11
		SP:Iteration 9Q (21121.710000 sec): 3 clusters
  Score: Raw -280930.170100 + Penalty 3634.904927 = -277295.265173
  nChanged 8
		SP:Iteration 10Q (21121.830000 sec): 3 clusters
  Score: Raw -280942.002221 + Penalty 3634.904927 = -277307.097294
  nChanged 12
		SP:Iteration 11Q (21122.000000 sec): 3 clusters
  Score: Raw -280953.446636 + Penalty 3634.904927 = -277318.541709
  nChanged 13
		SP:Iteration 12Q (21122.190000 sec): 3 clusters
  Score: Raw -280962.734330 + Penalty 3634.904927 = -277327.829403
  nChanged 8
		SP:Iteration 13Q (21122.350000 sec): 3 clusters
  Score: Raw -280968.678864 + Penalty 3634.904927 = -277333.773936
  nChanged 7
		SP:Iteration 14Q (21122.560000 sec): 3 clusters
  Score: Raw -280974.756937 + Penalty 3634.904927 = -277339.852009
  nChanged 7
		SP:Iteration 15Q (21122.760000 sec): 3 clusters
  Score: Raw -280979.646563 + Penalty 3634.904927 = -277344.741636
  nChanged 5
		SP:Iteration 16Q (21122.980000 sec): 3 clusters
  Score: Raw -280982.647154 + Penalty 3634.904927 = -277347.742227
  nChanged 4
		SP:Iteration 17Q (21123.110000 sec): 3 clusters
  Score: Raw -280986.068406 + Penalty 3634.904927 = -277351.163479
  nChanged 1
		SP:Iteration 18Q (21123.270000 sec): 3 clusters
  Score: Raw -280986.998918 + Penalty 3634.904927 = -277352.093991
  nChanged 1
		SP:Iteration 19Q (21123.470000 sec): 3 clusters
  Score: Raw -280987.730297 + Penalty 3634.904927 = -277352.825370
  nChanged 2
		SP:Iteration 20F (21123.620000 sec): 3 clusters
  Score: Raw -280988.313961 + Penalty 3634.904927 = -277353.409034
  nChanged 1
		SP:Iteration 21Q (21123.790000 sec): 3 clusters
  Score: Raw -280988.701477 + Penalty 3634.904927 = -277353.796550
  nChanged 0
		SP:Iteration 22F (21123.930000 sec): 3 clusters
  Score: Raw -280988.701477 + Penalty 3634.904927 = -277353.796550
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21124.030000 sec): 2 clusters
  Score: Raw -27791.757628 + Penalty 1373.258898 = -26418.498730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21124.160000 sec): 3 clusters
  Score: Raw -28019.232305 + Penalty 2746.517796 = -25272.714508
  nChanged 30
		SP:Iteration 1F (21124.310000 sec): 3 clusters
  Score: Raw -28118.631302 + Penalty 2746.517796 = -25372.113505
  nChanged 11
		SP:Iteration 2Q (21124.470000 sec): 3 clusters
  Score: Raw -28159.827335 + Penalty 2746.517796 = -25413.309538
  nChanged 3
		SP:Iteration 3Q (21124.650000 sec): 3 clusters
  Score: Raw -28171.313779 + Penalty 2746.517796 = -25424.795983
  nChanged 3
		SP:Iteration 4Q (21124.780000 sec): 3 clusters
  Score: Raw -28181.855885 + Penalty 2746.517796 = -25435.338089
  nChanged 4
		SP:Iteration 5Q (21124.960000 sec): 3 clusters
  Score: Raw -28194.546220 + Penalty 2746.517796 = -25448.028423
  nChanged 0
		SP:Iteration 6F (21125.090000 sec): 3 clusters
  Score: Raw -28194.546220 + Penalty 2746.517796 = -25448.028423
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21125.190000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21125.350000 sec): 3 clusters
  Score: Raw -218602.949452 + Penalty 3502.847050 = -215100.102402
  nChanged 322
		SP:Iteration 1F (21125.610000 sec): 3 clusters
  Score: Raw -218934.651577 + Penalty 3502.847050 = -215431.804527
  nChanged 80
		SP:Iteration 2F (21125.790000 sec): 3 clusters
  Score: Raw -219066.953053 + Penalty 3502.847050 = -215564.106004
  nChanged 57
		SP:Iteration 3Q (21125.940000 sec): 3 clusters
  Score: Raw -219164.410959 + Penalty 3502.847050 = -215661.563909
  nChanged 54
		SP:Iteration 4Q (21126.070000 sec): 3 clusters
  Score: Raw -219263.567704 + Penalty 3502.847050 = -215760.720655
  nChanged 43
		SP:Iteration 5Q (21126.200000 sec): 3 clusters
  Score: Raw -219328.877421 + Penalty 3502.847050 = -215826.030371
  nChanged 41
		SP:Iteration 6Q (21126.320000 sec): 3 clusters
  Score: Raw -219421.824587 + Penalty 3502.847050 = -215918.977537
  nChanged 41
		SP:Iteration 7Q (21126.490000 sec): 3 clusters
  Score: Raw -219505.208177 + Penalty 3502.847050 = -216002.361128
  nChanged 35
		SP:Iteration 8Q (21126.630000 sec): 3 clusters
  Score: Raw -219562.866529 + Penalty 3502.847050 = -216060.019479
  nChanged 26
		SP:Iteration 9Q (21126.770000 sec): 3 clusters
  Score: Raw -219609.671663 + Penalty 3502.847050 = -216106.824613
  nChanged 20
		SP:Iteration 10Q (21126.900000 sec): 3 clusters
  Score: Raw -219649.365892 + Penalty 3502.847050 = -216146.518843
  nChanged 9
		SP:Iteration 11Q (21127.040000 sec): 3 clusters
  Score: Raw -219667.689517 + Penalty 3502.847050 = -216164.842468
  nChanged 11
		SP:Iteration 12Q (21127.170000 sec): 3 clusters
  Score: Raw -219680.768097 + Penalty 3502.847050 = -216177.921047
  nChanged 10
		SP:Iteration 13Q (21127.310000 sec): 3 clusters
  Score: Raw -219694.344338 + Penalty 3502.847050 = -216191.497289
  nChanged 4
		SP:Iteration 14Q (21127.450000 sec): 3 clusters
  Score: Raw -219708.909766 + Penalty 3502.847050 = -216206.062717
  nChanged 2
		SP:Iteration 15Q (21127.630000 sec): 3 clusters
  Score: Raw -219718.959490 + Penalty 3502.847050 = -216216.112440
  nChanged 7
		SP:Iteration 16Q (21127.800000 sec): 3 clusters
  Score: Raw -219729.057731 + Penalty 3502.847050 = -216226.210681
  nChanged 5
		SP:Iteration 17Q (21127.930000 sec): 3 clusters
  Score: Raw -219734.944967 + Penalty 3502.847050 = -216232.097918
  nChanged 6
		SP:Iteration 18Q (21128.070000 sec): 3 clusters
  Score: Raw -219743.460944 + Penalty 3502.847050 = -216240.613894
  nChanged 4
		SP:Iteration 19Q (21128.200000 sec): 3 clusters
  Score: Raw -219752.094169 + Penalty 3502.847050 = -216249.247120
  nChanged 3
		SP:Iteration 20F (21128.330000 sec): 3 clusters
  Score: Raw -219754.799986 + Penalty 3502.847050 = -216251.952937
  nChanged 1
		SP:Iteration 21Q (21128.460000 sec): 3 clusters
  Score: Raw -219757.011928 + Penalty 3502.847050 = -216254.164878
  nChanged 1
		SP:Iteration 22Q (21128.640000 sec): 3 clusters
  Score: Raw -219760.549407 + Penalty 3502.847050 = -216257.702357
  nChanged 1
		SP:Iteration 23Q (21128.780000 sec): 3 clusters
  Score: Raw -219762.021865 + Penalty 3502.847050 = -216259.174816
  nChanged 0
		SP:Iteration 24F (21129.000000 sec): 3 clusters
  Score: Raw -219762.021865 + Penalty 3502.847050 = -216259.174816
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21129.100000 sec): 2 clusters
  Score: Raw -37306.611106 + Penalty 1342.088221 = -35964.522885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21129.270000 sec): 3 clusters
  Score: Raw -37482.809809 + Penalty 2684.176442 = -34798.633368
  nChanged 8
		SP:Iteration 1Q (21129.410000 sec): 3 clusters
  Score: Raw -37524.078384 + Penalty 2684.176442 = -34839.901942
  nChanged 4
		SP:Iteration 2Q (21129.610000 sec): 3 clusters
  Score: Raw -37554.941068 + Penalty 2684.176442 = -34870.764627
  nChanged 5
		SP:Iteration 3Q (21129.750000 sec): 3 clusters
  Score: Raw -37578.708290 + Penalty 2684.176442 = -34894.531848
  nChanged 2
		SP:Iteration 4Q (21129.870000 sec): 3 clusters
  Score: Raw -37604.172815 + Penalty 2684.176442 = -34919.996373
  nChanged 0
		SP:Iteration 5F (21130.000000 sec): 3 clusters
  Score: Raw -37604.172815 + Penalty 2684.176442 = -34919.996373
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21130.050000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21130.180000 sec): 3 clusters
  Score: Raw -35296.083172 + Penalty 2681.957199 = -32614.125974
  nChanged 20
		SP:Iteration 1F (21130.270000 sec): 3 clusters
  Score: Raw -35397.929154 + Penalty 2681.957199 = -32715.971956
  nChanged 4
		SP:Iteration 2Q (21130.370000 sec): 3 clusters
  Score: Raw -35486.592059 + Penalty 2681.957199 = -32804.634860
  nChanged 2
		SP:Iteration 3Q (21130.500000 sec): 3 clusters
  Score: Raw -35608.850629 + Penalty 2681.957199 = -32926.893430
  nChanged 6
		SP:Iteration 4Q (21130.640000 sec): 3 clusters
  Score: Raw -35662.212527 + Penalty 2681.957199 = -32980.255329
  nChanged 3
		SP:Iteration 5Q (21130.810000 sec): 3 clusters
  Score: Raw -35751.768901 + Penalty 2681.957199 = -33069.811702
  nChanged 2
		SP:Iteration 6Q (21130.980000 sec): 3 clusters
  Score: Raw -35772.645450 + Penalty 2681.957199 = -33090.688251
  nChanged 2
		SP:Iteration 7Q (21131.150000 sec): 3 clusters
  Score: Raw -35785.743261 + Penalty 2681.957199 = -33103.786062
  nChanged 1
		SP:Iteration 8Q (21131.230000 sec): 3 clusters
  Score: Raw -35787.838062 + Penalty 2681.957199 = -33105.880863
  nChanged 0
		SP:Iteration 9F (21131.380000 sec): 3 clusters
  Score: Raw -35787.838062 + Penalty 2681.957199 = -33105.880863
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21131.450000 sec): 2 clusters
  Score: Raw -49732.065862 + Penalty 1446.306854 = -48285.759008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21131.600000 sec): 3 clusters
  Score: Raw -50085.448284 + Penalty 2892.613709 = -47192.834575
  nChanged 77
		SP:Iteration 1F (21131.750000 sec): 3 clusters
  Score: Raw -50427.923199 + Penalty 2892.613709 = -47535.309490
  nChanged 24
		SP:Iteration 2F (21131.900000 sec): 3 clusters
  Score: Raw -50534.667785 + Penalty 2892.613709 = -47642.054077
  nChanged 12
		SP:Iteration 3Q (21132.040000 sec): 3 clusters
  Score: Raw -50639.782457 + Penalty 2892.613709 = -47747.168748
  nChanged 13
		SP:Iteration 4Q (21132.190000 sec): 3 clusters
  Score: Raw -50830.926548 + Penalty 2892.613709 = -47938.312839
  nChanged 13
		SP:Iteration 5Q (21132.340000 sec): 3 clusters
  Score: Raw -50950.570888 + Penalty 2892.613709 = -48057.957179
  nChanged 6
		SP:Iteration 6Q (21132.480000 sec): 3 clusters
  Score: Raw -51000.198523 + Penalty 2892.613709 = -48107.584815
  nChanged 1
		SP:Iteration 7Q (21132.630000 sec): 3 clusters
  Score: Raw -51006.132884 + Penalty 2892.613709 = -48113.519175
  nChanged 0
		SP:Iteration 8F (21132.770000 sec): 3 clusters
  Score: Raw -51006.132884 + Penalty 2892.613709 = -48113.519175
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21132.960000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21133.260000 sec): 3 clusters
  Score: Raw -2507034.271122 + Penalty 4719.526554 = -2502314.744569
  nChanged 5806
		SP:Iteration 1F (21133.590000 sec): 3 clusters
  Score: Raw -2510310.031940 + Penalty 4719.526554 = -2505590.505387
  nChanged 817
		SP:Iteration 2F (21133.830000 sec): 3 clusters
  Score: Raw -2510670.188229 + Penalty 4719.526554 = -2505950.661676
  nChanged 637
		SP:Iteration 3Q (21134.100000 sec): 3 clusters
  Score: Raw -2510936.634197 + Penalty 4719.526554 = -2506217.107644
  nChanged 523
		SP:Iteration 4Q (21134.340000 sec): 3 clusters
  Score: Raw -2511143.651947 + Penalty 4719.526554 = -2506424.125393
  nChanged 473
		SP:Iteration 5Q (21134.590000 sec): 3 clusters
  Score: Raw -2511322.020777 + Penalty 4719.526554 = -2506602.494223
  nChanged 456
		SP:Iteration 6Q (21134.880000 sec): 3 clusters
  Score: Raw -2511500.767117 + Penalty 4719.526554 = -2506781.240564
  nChanged 414
		SP:Iteration 7Q (21135.140000 sec): 3 clusters
  Score: Raw -2511694.207968 + Penalty 4719.526554 = -2506974.681415
  nChanged 445
		SP:Iteration 8Q (21135.360000 sec): 3 clusters
  Score: Raw -2511886.485731 + Penalty 4719.526554 = -2507166.959178
  nChanged 456
		SP:Iteration 9Q (21135.650000 sec): 3 clusters
  Score: Raw -2512130.973016 + Penalty 4719.526554 = -2507411.446463
  nChanged 469
		SP:Iteration 10Q (21135.940000 sec): 3 clusters
  Score: Raw -2512418.658894 + Penalty 4719.526554 = -2507699.132341
  nChanged 512
		SP:Iteration 11Q (21136.220000 sec): 3 clusters
  Score: Raw -2512740.822494 + Penalty 4719.526554 = -2508021.295940
  nChanged 514
		SP:Iteration 12Q (21136.480000 sec): 3 clusters
  Score: Raw -2513099.074841 + Penalty 4719.526554 = -2508379.548287
  nChanged 524
		SP:Iteration 13Q (21136.740000 sec): 3 clusters
  Score: Raw -2513452.662158 + Penalty 4719.526554 = -2508733.135605
  nChanged 452
		SP:Iteration 14Q (21136.990000 sec): 3 clusters
  Score: Raw -2513711.707745 + Penalty 4719.526554 = -2508992.181192
  nChanged 361
		SP:Iteration 15Q (21137.220000 sec): 3 clusters
  Score: Raw -2513887.907593 + Penalty 4719.526554 = -2509168.381040
  nChanged 316
		SP:Iteration 16Q (21137.500000 sec): 3 clusters
  Score: Raw -2514021.333599 + Penalty 4719.526554 = -2509301.807046
  nChanged 246
		SP:Iteration 17Q (21137.750000 sec): 3 clusters
  Score: Raw -2514111.716012 + Penalty 4719.526554 = -2509392.189458
  nChanged 201
		SP:Iteration 18Q (21138.000000 sec): 3 clusters
  Score: Raw -2514189.489860 + Penalty 4719.526554 = -2509469.963307
  nChanged 169
		SP:Iteration 19Q (21138.180000 sec): 3 clusters
  Score: Raw -2514246.451757 + Penalty 4719.526554 = -2509526.925204
  nChanged 129
		SP:Iteration 20F (21138.400000 sec): 3 clusters
  Score: Raw -2514282.671679 + Penalty 4719.526554 = -2509563.145125
  nChanged 124
		SP:Iteration 21Q (21138.640000 sec): 3 clusters
  Score: Raw -2514315.942646 + Penalty 4719.526554 = -2509596.416092
  nChanged 100
		SP:Iteration 22Q (21138.880000 sec): 3 clusters
  Score: Raw -2514344.249045 + Penalty 4719.526554 = -2509624.722491
  nChanged 107
		SP:Iteration 23Q (21139.100000 sec): 3 clusters
  Score: Raw -2514375.609927 + Penalty 4719.526554 = -2509656.083374
  nChanged 105
		SP:Iteration 24Q (21139.370000 sec): 3 clusters
  Score: Raw -2514406.724225 + Penalty 4719.526554 = -2509687.197671
  nChanged 86
		SP:Iteration 25Q (21139.650000 sec): 3 clusters
  Score: Raw -2514428.282136 + Penalty 4719.526554 = -2509708.755582
  nChanged 84
		SP:Iteration 26Q (21139.910000 sec): 3 clusters
  Score: Raw -2514450.105414 + Penalty 4719.526554 = -2509730.578861
  nChanged 84
		SP:Iteration 27Q (21140.120000 sec): 3 clusters
  Score: Raw -2514470.065821 + Penalty 4719.526554 = -2509750.539267
  nChanged 85
		SP:Iteration 28Q (21140.400000 sec): 3 clusters
  Score: Raw -2514490.138889 + Penalty 4719.526554 = -2509770.612335
  nChanged 86
		SP:Iteration 29Q (21140.640000 sec): 3 clusters
  Score: Raw -2514511.604861 + Penalty 4719.526554 = -2509792.078307
  nChanged 73
		SP:Iteration 30Q (21140.930000 sec): 3 clusters
  Score: Raw -2514529.497685 + Penalty 4719.526554 = -2509809.971132
  nChanged 62
		SP:Iteration 31Q (21141.160000 sec): 3 clusters
  Score: Raw -2514544.547738 + Penalty 4719.526554 = -2509825.021185
  nChanged 50
		SP:Iteration 32Q (21141.430000 sec): 3 clusters
  Score: Raw -2514555.597134 + Penalty 4719.526554 = -2509836.070580
  nChanged 45
		SP:Iteration 33Q (21141.720000 sec): 3 clusters
  Score: Raw -2514564.267515 + Penalty 4719.526554 = -2509844.740961
  nChanged 36
		SP:Iteration 34Q (21141.940000 sec): 3 clusters
  Score: Raw -2514572.956999 + Penalty 4719.526554 = -2509853.430445
  nChanged 51
		SP:Iteration 35Q (21142.130000 sec): 3 clusters
  Score: Raw -2514583.264131 + Penalty 4719.526554 = -2509863.737578
  nChanged 39
		SP:Iteration 36Q (21142.400000 sec): 3 clusters
  Score: Raw -2514590.989684 + Penalty 4719.526554 = -2509871.463130
  nChanged 30
		SP:Iteration 37Q (21142.660000 sec): 3 clusters
  Score: Raw -2514596.306433 + Penalty 4719.526554 = -2509876.779879
  nChanged 29
		SP:Iteration 38Q (21142.910000 sec): 3 clusters
  Score: Raw -2514601.485116 + Penalty 4719.526554 = -2509881.958562
  nChanged 21
		SP:Iteration 39Q (21143.130000 sec): 3 clusters
  Score: Raw -2514605.421471 + Penalty 4719.526554 = -2509885.894917
  nChanged 24
		SP:Iteration 40F (21143.390000 sec): 3 clusters
  Score: Raw -2514609.279670 + Penalty 4719.526554 = -2509889.753116
  nChanged 21
		SP:Iteration 41Q (21143.650000 sec): 3 clusters
  Score: Raw -2514613.914136 + Penalty 4719.526554 = -2509894.387582
  nChanged 22
		SP:Iteration 42Q (21143.920000 sec): 3 clusters
  Score: Raw -2514618.967086 + Penalty 4719.526554 = -2509899.440532
  nChanged 23
		SP:Iteration 43Q (21144.180000 sec): 3 clusters
  Score: Raw -2514623.013508 + Penalty 4719.526554 = -2509903.486955
  nChanged 29
		SP:Iteration 44Q (21144.410000 sec): 3 clusters
  Score: Raw -2514628.553779 + Penalty 4719.526554 = -2509909.027225
  nChanged 26
		SP:Iteration 45Q (21144.660000 sec): 3 clusters
  Score: Raw -2514633.023241 + Penalty 4719.526554 = -2509913.496687
  nChanged 26
		SP:Iteration 46Q (21144.900000 sec): 3 clusters
  Score: Raw -2514637.972819 + Penalty 4719.526554 = -2509918.446265
  nChanged 23
		SP:Iteration 47Q (21145.190000 sec): 3 clusters
  Score: Raw -2514642.155589 + Penalty 4719.526554 = -2509922.629036
  nChanged 25
		SP:Iteration 48Q (21145.460000 sec): 3 clusters
  Score: Raw -2514646.763078 + Penalty 4719.526554 = -2509927.236525
  nChanged 26
		SP:Iteration 49Q (21145.690000 sec): 3 clusters
  Score: Raw -2514650.846169 + Penalty 4719.526554 = -2509931.319615
  nChanged 24
		SP:Iteration 50Q (21145.930000 sec): 3 clusters
  Score: Raw -2514654.620803 + Penalty 4719.526554 = -2509935.094250
  nChanged 22
		SP:Iteration 51Q (21146.180000 sec): 3 clusters
  Score: Raw -2514658.078751 + Penalty 4719.526554 = -2509938.552197
  nChanged 15
		SP:Iteration 52Q (21146.460000 sec): 3 clusters
  Score: Raw -2514660.506723 + Penalty 4719.526554 = -2509940.980169
  nChanged 19
		SP:Iteration 53Q (21146.740000 sec): 3 clusters
  Score: Raw -2514664.533425 + Penalty 4719.526554 = -2509945.006871
  nChanged 17
		SP:Iteration 54Q (21146.970000 sec): 3 clusters
  Score: Raw -2514667.440991 + Penalty 4719.526554 = -2509947.914437
  nChanged 16
		SP:Iteration 55Q (21147.250000 sec): 3 clusters
  Score: Raw -2514670.067075 + Penalty 4719.526554 = -2509950.540521
  nChanged 18
		SP:Iteration 56Q (21147.520000 sec): 3 clusters
  Score: Raw -2514672.489906 + Penalty 4719.526554 = -2509952.963352
  nChanged 15
		SP:Iteration 57Q (21147.750000 sec): 3 clusters
  Score: Raw -2514674.989458 + Penalty 4719.526554 = -2509955.462904
  nChanged 18
		SP:Iteration 58Q (21147.980000 sec): 3 clusters
  Score: Raw -2514679.266116 + Penalty 4719.526554 = -2509959.739562
  nChanged 17
		SP:Iteration 59Q (21148.250000 sec): 3 clusters
  Score: Raw -2514682.248199 + Penalty 4719.526554 = -2509962.721645
  nChanged 22
		SP:Iteration 60F (21148.490000 sec): 3 clusters
  Score: Raw -2514685.469220 + Penalty 4719.526554 = -2509965.942667
  nChanged 19
		SP:Iteration 61Q (21148.760000 sec): 3 clusters
  Score: Raw -2514688.435029 + Penalty 4719.526554 = -2509968.908475
  nChanged 18
		SP:Iteration 62Q (21148.990000 sec): 3 clusters
  Score: Raw -2514691.538569 + Penalty 4719.526554 = -2509972.012015
  nChanged 12
		SP:Iteration 63Q (21149.270000 sec): 3 clusters
  Score: Raw -2514693.252549 + Penalty 4719.526554 = -2509973.725995
  nChanged 10
		SP:Iteration 64Q (21149.540000 sec): 3 clusters
  Score: Raw -2514695.160312 + Penalty 4719.526554 = -2509975.633758
  nChanged 10
		SP:Iteration 65Q (21149.810000 sec): 3 clusters
  Score: Raw -2514697.175567 + Penalty 4719.526554 = -2509977.649013
  nChanged 11
		SP:Iteration 66Q (21150.030000 sec): 3 clusters
  Score: Raw -2514698.905841 + Penalty 4719.526554 = -2509979.379287
  nChanged 10
		SP:Iteration 67Q (21150.260000 sec): 3 clusters
  Score: Raw -2514700.543549 + Penalty 4719.526554 = -2509981.016995
  nChanged 11
		SP:Iteration 68Q (21150.530000 sec): 3 clusters
  Score: Raw -2514702.401077 + Penalty 4719.526554 = -2509982.874523
  nChanged 13
		SP:Iteration 69Q (21150.770000 sec): 3 clusters
  Score: Raw -2514704.872912 + Penalty 4719.526554 = -2509985.346359
  nChanged 14
		SP:Iteration 70Q (21151.000000 sec): 3 clusters
  Score: Raw -2514708.207083 + Penalty 4719.526554 = -2509988.680529
  nChanged 19
		SP:Iteration 71Q (21151.240000 sec): 3 clusters
  Score: Raw -2514712.170505 + Penalty 4719.526554 = -2509992.643951
  nChanged 18
		SP:Iteration 72Q (21151.460000 sec): 3 clusters
  Score: Raw -2514715.815425 + Penalty 4719.526554 = -2509996.288871
  nChanged 23
		SP:Iteration 73Q (21151.670000 sec): 3 clusters
  Score: Raw -2514721.164343 + Penalty 4719.526554 = -2510001.637790
  nChanged 26
		SP:Iteration 74Q (21151.900000 sec): 3 clusters
  Score: Raw -2514727.049644 + Penalty 4719.526554 = -2510007.523091
  nChanged 31
		SP:Iteration 75Q (21152.110000 sec): 3 clusters
  Score: Raw -2514734.355545 + Penalty 4719.526554 = -2510014.828992
  nChanged 30
		SP:Iteration 76Q (21152.330000 sec): 3 clusters
  Score: Raw -2514741.169267 + Penalty 4719.526554 = -2510021.642713
  nChanged 33
		SP:Iteration 77Q (21152.550000 sec): 3 clusters
  Score: Raw -2514749.695527 + Penalty 4719.526554 = -2510030.168974
  nChanged 32
		SP:Iteration 78Q (21152.770000 sec): 3 clusters
  Score: Raw -2514758.141346 + Penalty 4719.526554 = -2510038.614792
  nChanged 32
		SP:Iteration 79Q (21153.000000 sec): 3 clusters
  Score: Raw -2514767.693458 + Penalty 4719.526554 = -2510048.166904
  nChanged 40
		SP:Iteration 80F (21153.280000 sec): 3 clusters
  Score: Raw -2514778.648688 + Penalty 4719.526554 = -2510059.122134
  nChanged 50
		SP:Iteration 81Q (21153.540000 sec): 3 clusters
  Score: Raw -2514792.724486 + Penalty 4719.526554 = -2510073.197932
  nChanged 43
		SP:Iteration 82Q (21153.820000 sec): 3 clusters
  Score: Raw -2514803.857127 + Penalty 4719.526554 = -2510084.330573
  nChanged 31
		SP:Iteration 83Q (21154.070000 sec): 3 clusters
  Score: Raw -2514811.949586 + Penalty 4719.526554 = -2510092.423033
  nChanged 38
		SP:Iteration 84Q (21154.380000 sec): 3 clusters
  Score: Raw -2514821.504074 + Penalty 4719.526554 = -2510101.977520
  nChanged 40
		SP:Iteration 85Q (21154.570000 sec): 3 clusters
  Score: Raw -2514833.378239 + Penalty 4719.526554 = -2510113.851685
  nChanged 43
		SP:Iteration 86Q (21154.780000 sec): 3 clusters
  Score: Raw -2514846.905604 + Penalty 4719.526554 = -2510127.379051
  nChanged 37
		SP:Iteration 87Q (21155.020000 sec): 3 clusters
  Score: Raw -2514857.205548 + Penalty 4719.526554 = -2510137.678995
  nChanged 22
		SP:Iteration 88Q (21155.250000 sec): 3 clusters
  Score: Raw -2514863.013988 + Penalty 4719.526554 = -2510143.487434
  nChanged 20
		SP:Iteration 89Q (21155.450000 sec): 3 clusters
  Score: Raw -2514868.234187 + Penalty 4719.526554 = -2510148.707633
  nChanged 17
		SP:Iteration 90Q (21155.710000 sec): 3 clusters
  Score: Raw -2514871.715937 + Penalty 4719.526554 = -2510152.189384
  nChanged 16
		SP:Iteration 91Q (21155.960000 sec): 3 clusters
  Score: Raw -2514875.891406 + Penalty 4719.526554 = -2510156.364853
  nChanged 17
		SP:Iteration 92Q (21156.200000 sec): 3 clusters
  Score: Raw -2514880.609267 + Penalty 4719.526554 = -2510161.082713
  nChanged 24
		SP:Iteration 93Q (21156.390000 sec): 3 clusters
  Score: Raw -2514886.312484 + Penalty 4719.526554 = -2510166.785931
  nChanged 24
		SP:Iteration 94Q (21156.660000 sec): 3 clusters
  Score: Raw -2514892.294614 + Penalty 4719.526554 = -2510172.768060
  nChanged 22
		SP:Iteration 95Q (21156.880000 sec): 3 clusters
  Score: Raw -2514897.906779 + Penalty 4719.526554 = -2510178.380225
  nChanged 21
		SP:Iteration 96Q (21157.100000 sec): 3 clusters
  Score: Raw -2514902.879539 + Penalty 4719.526554 = -2510183.352985
  nChanged 20
		SP:Iteration 97Q (21157.320000 sec): 3 clusters
  Score: Raw -2514906.904751 + Penalty 4719.526554 = -2510187.378197
  nChanged 18
		SP:Iteration 98Q (21157.580000 sec): 3 clusters
  Score: Raw -2514910.050031 + Penalty 4719.526554 = -2510190.523477
  nChanged 13
		SP:Iteration 99Q (21157.780000 sec): 3 clusters
  Score: Raw -2514914.064856 + Penalty 4719.526554 = -2510194.538303
  nChanged 18
		SP:Iteration 100F (21157.990000 sec): 3 clusters
  Score: Raw -2514918.393733 + Penalty 4719.526554 = -2510198.867179
  nChanged 13
		SP:Iteration 101Q (21158.210000 sec): 3 clusters
  Score: Raw -2514921.597217 + Penalty 4719.526554 = -2510202.070664
  nChanged 16
		SP:Iteration 102Q (21158.410000 sec): 3 clusters
  Score: Raw -2514926.042242 + Penalty 4719.526554 = -2510206.515688
  nChanged 17
		SP:Iteration 103Q (21158.710000 sec): 3 clusters
  Score: Raw -2514930.579402 + Penalty 4719.526554 = -2510211.052848
  nChanged 12
		SP:Iteration 104Q (21158.840000 sec): 3 clusters
  Score: Raw -2514932.619421 + Penalty 4719.526554 = -2510213.092868
  nChanged 10
		SP:Iteration 105Q (21159.060000 sec): 3 clusters
  Score: Raw -2514934.815315 + Penalty 4719.526554 = -2510215.288761
  nChanged 13
		SP:Iteration 106Q (21159.270000 sec): 3 clusters
  Score: Raw -2514938.794095 + Penalty 4719.526554 = -2510219.267541
  nChanged 11
		SP:Iteration 107Q (21159.560000 sec): 3 clusters
  Score: Raw -2514941.365574 + Penalty 4719.526554 = -2510221.839020
  nChanged 15
		SP:Iteration 108Q (21159.790000 sec): 3 clusters
  Score: Raw -2514946.621641 + Penalty 4719.526554 = -2510227.095087
  nChanged 24
		SP:Iteration 109Q (21160.020000 sec): 3 clusters
  Score: Raw -2514952.702785 + Penalty 4719.526554 = -2510233.176232
  nChanged 21
		SP:Iteration 110Q (21160.260000 sec): 3 clusters
  Score: Raw -2514959.051676 + Penalty 4719.526554 = -2510239.525123
  nChanged 23
		SP:Iteration 111Q (21160.490000 sec): 3 clusters
  Score: Raw -2514965.152996 + Penalty 4719.526554 = -2510245.626442
  nChanged 20
		SP:Iteration 112Q (21160.730000 sec): 3 clusters
  Score: Raw -2514970.146729 + Penalty 4719.526554 = -2510250.620176
  nChanged 19
		SP:Iteration 113Q (21160.970000 sec): 3 clusters
  Score: Raw -2514975.432368 + Penalty 4719.526554 = -2510255.905814
  nChanged 23
		SP:Iteration 114Q (21161.180000 sec): 3 clusters
  Score: Raw -2514981.195723 + Penalty 4719.526554 = -2510261.669169
  nChanged 23
		SP:Iteration 115Q (21161.430000 sec): 3 clusters
  Score: Raw -2514986.768212 + Penalty 4719.526554 = -2510267.241658
  nChanged 17
		SP:Iteration 116Q (21161.640000 sec): 3 clusters
  Score: Raw -2514991.844308 + Penalty 4719.526554 = -2510272.317755
  nChanged 12
		SP:Iteration 117Q (21161.900000 sec): 3 clusters
  Score: Raw -2514995.099703 + Penalty 4719.526554 = -2510275.573149
  nChanged 12
		SP:Iteration 118Q (21162.160000 sec): 3 clusters
  Score: Raw -2514997.328376 + Penalty 4719.526554 = -2510277.801822
  nChanged 9
		SP:Iteration 119Q (21162.340000 sec): 3 clusters
  Score: Raw -2514999.176990 + Penalty 4719.526554 = -2510279.650436
  nChanged 7
		SP:Iteration 120F (21162.470000 sec): 3 clusters
  Score: Raw -2515001.008418 + Penalty 4719.526554 = -2510281.481864
  nChanged 11
		SP:Iteration 121Q (21162.710000 sec): 3 clusters
  Score: Raw -2515003.887879 + Penalty 4719.526554 = -2510284.361325
  nChanged 7
		SP:Iteration 122Q (21162.890000 sec): 3 clusters
  Score: Raw -2515005.524270 + Penalty 4719.526554 = -2510285.997716
  nChanged 6
		SP:Iteration 123Q (21163.130000 sec): 3 clusters
  Score: Raw -2515006.756516 + Penalty 4719.526554 = -2510287.229962
  nChanged 6
		SP:Iteration 124Q (21163.330000 sec): 3 clusters
  Score: Raw -2515008.022204 + Penalty 4719.526554 = -2510288.495650
  nChanged 2
		SP:Iteration 125Q (21163.570000 sec): 3 clusters
  Score: Raw -2515008.320005 + Penalty 4719.526554 = -2510288.793452
  nChanged 2
		SP:Iteration 126Q (21163.800000 sec): 3 clusters
  Score: Raw -2515008.835628 + Penalty 4719.526554 = -2510289.309074
  nChanged 3
		SP:Iteration 127Q (21164.080000 sec): 3 clusters
  Score: Raw -2515009.331844 + Penalty 4719.526554 = -2510289.805290
  nChanged 3
		SP:Iteration 128Q (21164.280000 sec): 3 clusters
  Score: Raw -2515009.839822 + Penalty 4719.526554 = -2510290.313269
  nChanged 2
		SP:Iteration 129Q (21164.510000 sec): 3 clusters
  Score: Raw -2515010.455262 + Penalty 4719.526554 = -2510290.928709
  nChanged 4
		SP:Iteration 130Q (21164.760000 sec): 3 clusters
  Score: Raw -2515011.535403 + Penalty 4719.526554 = -2510292.008849
  nChanged 5
		SP:Iteration 131Q (21164.960000 sec): 3 clusters
  Score: Raw -2515012.925674 + Penalty 4719.526554 = -2510293.399121
  nChanged 4
		SP:Iteration 132Q (21165.190000 sec): 3 clusters
  Score: Raw -2515013.769168 + Penalty 4719.526554 = -2510294.242614
  nChanged 3
		SP:Iteration 133Q (21165.450000 sec): 3 clusters
  Score: Raw -2515014.365479 + Penalty 4719.526554 = -2510294.838925
  nChanged 4
		SP:Iteration 134Q (21165.740000 sec): 3 clusters
  Score: Raw -2515015.300363 + Penalty 4719.526554 = -2510295.773810
  nChanged 6
		SP:Iteration 135Q (21165.940000 sec): 3 clusters
  Score: Raw -2515016.979203 + Penalty 4719.526554 = -2510297.452649
  nChanged 7
		SP:Iteration 136Q (21166.170000 sec): 3 clusters
  Score: Raw -2515018.851087 + Penalty 4719.526554 = -2510299.324533
  nChanged 6
		SP:Iteration 137Q (21166.360000 sec): 3 clusters
  Score: Raw -2515020.402109 + Penalty 4719.526554 = -2510300.875555
  nChanged 5
		SP:Iteration 138Q (21166.580000 sec): 3 clusters
  Score: Raw -2515021.683781 + Penalty 4719.526554 = -2510302.157228
  nChanged 3
		SP:Iteration 139Q (21166.810000 sec): 3 clusters
  Score: Raw -2515022.583190 + Penalty 4719.526554 = -2510303.056637
  nChanged 2
		SP:Iteration 140F (21167.010000 sec): 3 clusters
  Score: Raw -2515023.275309 + Penalty 4719.526554 = -2510303.748755
  nChanged 4
		SP:Iteration 141Q (21167.240000 sec): 3 clusters
  Score: Raw -2515024.584097 + Penalty 4719.526554 = -2510305.057543
  nChanged 5
		SP:Iteration 142Q (21167.520000 sec): 3 clusters
  Score: Raw -2515025.771970 + Penalty 4719.526554 = -2510306.245417
  nChanged 5
		SP:Iteration 143Q (21167.750000 sec): 3 clusters
  Score: Raw -2515026.984777 + Penalty 4719.526554 = -2510307.458223
  nChanged 5
		SP:Iteration 144Q (21167.940000 sec): 3 clusters
  Score: Raw -2515027.987613 + Penalty 4719.526554 = -2510308.461059
  nChanged 2
		SP:Iteration 145Q (21168.160000 sec): 3 clusters
  Score: Raw -2515028.266621 + Penalty 4719.526554 = -2510308.740067
  nChanged 1
		SP:Iteration 146Q (21168.450000 sec): 3 clusters
  Score: Raw -2515028.394827 + Penalty 4719.526554 = -2510308.868274
  nChanged 0
		SP:Iteration 147F (21168.630000 sec): 3 clusters
  Score: Raw -2515028.394827 + Penalty 4719.526554 = -2510308.868274
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21169.750000 sec): 2 clusters
  Score: Raw -37626300.828651 + Penalty 3039.518732 = -37623261.309919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21171.320000 sec): 3 clusters
  Score: Raw -37488245.322564 + Penalty 6079.037464 = -37482166.285100
  nChanged 101154
		SP:Iteration 1F (21172.860000 sec): 3 clusters
  Score: Raw -37547505.677720 + Penalty 6079.037464 = -37541426.640256
  nChanged 5938
		SP:Iteration 2Q (21174.570000 sec): 3 clusters
  Score: Raw -37548811.449024 + Penalty 6079.037464 = -37542732.411560
  nChanged 6723
		SP:Iteration 3Q (21176.250000 sec): 3 clusters
  Score: Raw -37550636.390878 + Penalty 6079.037464 = -37544557.353414
  nChanged 8211
		SP:Iteration 4Q (21177.980000 sec): 3 clusters
  Score: Raw -37553607.450359 + Penalty 6079.037464 = -37547528.412895
  nChanged 10717
		SP:Iteration 5F (21179.570000 sec): 3 clusters
  Score: Raw -37558823.700593 + Penalty 6079.037464 = -37552744.663129
  nChanged 13863
		SP:Iteration 6F (21181.030000 sec): 3 clusters
  Score: Raw -37567429.676467 + Penalty 6079.037464 = -37561350.639003
  nChanged 16723
		SP:Iteration 7F (21182.500000 sec): 3 clusters
  Score: Raw -37580269.969279 + Penalty 6079.037464 = -37574190.931815
  nChanged 17535
		SP:Iteration 8F (21184.000000 sec): 3 clusters
  Score: Raw -37595748.597446 + Penalty 6079.037464 = -37589669.559982
  nChanged 15171
		SP:Iteration 9F (21185.600000 sec): 3 clusters
  Score: Raw -37610336.314639 + Penalty 6079.037464 = -37604257.277175
  nChanged 9992
		SP:Iteration 10Q (21186.990000 sec): 3 clusters
  Score: Raw -37620030.441047 + Penalty 6079.037464 = -37613951.403583
  nChanged 4806
		SP:Iteration 11Q (21188.700000 sec): 3 clusters
  Score: Raw -37624510.726230 + Penalty 6079.037464 = -37618431.688766
  nChanged 1569
		SP:Iteration 12Q (21190.190000 sec): 3 clusters
  Score: Raw -37625927.903019 + Penalty 6079.037464 = -37619848.865555
  nChanged 402
		SP:Iteration 13Q (21191.520000 sec): 3 clusters
  Score: Raw -37626357.783349 + Penalty 6079.037464 = -37620278.745885
  nChanged 105
		SP:Iteration 14Q (21192.800000 sec): 3 clusters
  Score: Raw -37626508.546282 + Penalty 6079.037464 = -37620429.508818
  nChanged 34
		SP:Iteration 15Q (21194.080000 sec): 3 clusters
  Score: Raw -37626557.524697 + Penalty 6079.037464 = -37620478.487233
  nChanged 16
		SP:Iteration 16Q (21195.510000 sec): 3 clusters
  Score: Raw -37626573.581239 + Penalty 6079.037464 = -37620494.543776
  nChanged 8
		SP:Iteration 17Q (21196.870000 sec): 3 clusters
  Score: Raw -37626587.098716 + Penalty 6079.037464 = -37620508.061252
  nChanged 12
		SP:Iteration 18Q (21198.250000 sec): 3 clusters
  Score: Raw -37626604.255340 + Penalty 6079.037464 = -37620525.217876
  nChanged 7
		SP:Iteration 19Q (21199.510000 sec): 3 clusters
  Score: Raw -37626614.980681 + Penalty 6079.037464 = -37620535.943217
  nChanged 4
		SP:Iteration 20F (21200.990000 sec): 3 clusters
  Score: Raw -37626621.343939 + Penalty 6079.037464 = -37620542.306476
  nChanged 3
		SP:Iteration 21Q (21202.400000 sec): 3 clusters
  Score: Raw -37626625.483371 + Penalty 6079.037464 = -37620546.445907
  nChanged 1
		SP:Iteration 22Q (21203.850000 sec): 3 clusters
  Score: Raw -37626627.040563 + Penalty 6079.037464 = -37620548.003099
  nChanged 0
		SP:Iteration 23F (21205.280000 sec): 3 clusters
  Score: Raw -37626627.040563 + Penalty 6079.037464 = -37620548.003099
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21205.520000 sec): 2 clusters
  Score: Raw -3606462.162118 + Penalty 2468.200300 = -3603993.961818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21205.870000 sec): 3 clusters
  Score: Raw -3594234.076451 + Penalty 4936.400600 = -3589297.675852
  nChanged 9277
		SP:Iteration 1F (21206.140000 sec): 3 clusters
  Score: Raw -3599386.417825 + Penalty 4936.400600 = -3594450.017226
  nChanged 1252
		SP:Iteration 2F (21206.520000 sec): 3 clusters
  Score: Raw -3599997.858604 + Penalty 4936.400600 = -3595061.458005
  nChanged 1189
		SP:Iteration 3F (21206.730000 sec): 3 clusters
  Score: Raw -3600688.349142 + Penalty 4936.400600 = -3595751.948542
  nChanged 1245
		SP:Iteration 4F (21207.050000 sec): 3 clusters
  Score: Raw -3601508.084473 + Penalty 4936.400600 = -3596571.683873
  nChanged 1247
		SP:Iteration 5F (21207.400000 sec): 3 clusters
  Score: Raw -3602476.197692 + Penalty 4936.400600 = -3597539.797093
  nChanged 1367
		SP:Iteration 6F (21207.690000 sec): 3 clusters
  Score: Raw -3603644.222620 + Penalty 4936.400600 = -3598707.822020
  nChanged 1414
		SP:Iteration 7F (21207.950000 sec): 3 clusters
  Score: Raw -3604942.021485 + Penalty 4936.400600 = -3600005.620885
  nChanged 1340
		SP:Iteration 8F (21208.270000 sec): 3 clusters
  Score: Raw -3606068.315679 + Penalty 4936.400600 = -3601131.915080
  nChanged 1183
		SP:Iteration 9F (21208.520000 sec): 3 clusters
  Score: Raw -3606926.488337 + Penalty 4936.400600 = -3601990.087737
  nChanged 869
		SP:Iteration 10Q (21208.820000 sec): 3 clusters
  Score: Raw -3607411.925991 + Penalty 4936.400600 = -3602475.525391
  nChanged 622
		SP:Iteration 11Q (21209.130000 sec): 3 clusters
  Score: Raw -3607677.368573 + Penalty 4936.400600 = -3602740.967974
  nChanged 477
		SP:Iteration 12Q (21209.430000 sec): 3 clusters
  Score: Raw -3607837.921194 + Penalty 4936.400600 = -3602901.520595
  nChanged 354
		SP:Iteration 13Q (21209.750000 sec): 3 clusters
  Score: Raw -3607940.103658 + Penalty 4936.400600 = -3603003.703058
  nChanged 315
		SP:Iteration 14Q (21210.020000 sec): 3 clusters
  Score: Raw -3608037.783149 + Penalty 4936.400600 = -3603101.382550
  nChanged 301
		SP:Iteration 15Q (21210.290000 sec): 3 clusters
  Score: Raw -3608129.855717 + Penalty 4936.400600 = -3603193.455118
  nChanged 268
		SP:Iteration 16Q (21210.630000 sec): 3 clusters
  Score: Raw -3608208.639245 + Penalty 4936.400600 = -3603272.238646
  nChanged 251
		SP:Iteration 17Q (21211.000000 sec): 3 clusters
  Score: Raw -3608272.545651 + Penalty 4936.400600 = -3603336.145051
  nChanged 255
		SP:Iteration 18Q (21211.320000 sec): 3 clusters
  Score: Raw -3608334.678902 + Penalty 4936.400600 = -3603398.278303
  nChanged 231
		SP:Iteration 19Q (21211.600000 sec): 3 clusters
  Score: Raw -3608390.364074 + Penalty 4936.400600 = -3603453.963475
  nChanged 201
		SP:Iteration 20F (21211.970000 sec): 3 clusters
  Score: Raw -3608436.011779 + Penalty 4936.400600 = -3603499.611179
  nChanged 172
		SP:Iteration 21Q (21212.280000 sec): 3 clusters
  Score: Raw -3608472.189450 + Penalty 4936.400600 = -3603535.788850
  nChanged 162
		SP:Iteration 22Q (21212.640000 sec): 3 clusters
  Score: Raw -3608503.753028 + Penalty 4936.400600 = -3603567.352428
  nChanged 150
		SP:Iteration 23Q (21212.910000 sec): 3 clusters
  Score: Raw -3608529.598782 + Penalty 4936.400600 = -3603593.198182
  nChanged 147
		SP:Iteration 24Q (21213.190000 sec): 3 clusters
  Score: Raw -3608553.768188 + Penalty 4936.400600 = -3603617.367588
  nChanged 118
		SP:Iteration 25Q (21213.590000 sec): 3 clusters
  Score: Raw -3608572.959965 + Penalty 4936.400600 = -3603636.559366
  nChanged 111
		SP:Iteration 26Q (21213.870000 sec): 3 clusters
  Score: Raw -3608590.560648 + Penalty 4936.400600 = -3603654.160048
  nChanged 86
		SP:Iteration 27Q (21214.180000 sec): 3 clusters
  Score: Raw -3608605.632755 + Penalty 4936.400600 = -3603669.232155
  nChanged 107
		SP:Iteration 28Q (21214.380000 sec): 3 clusters
  Score: Raw -3608628.870170 + Penalty 4936.400600 = -3603692.469570
  nChanged 110
		SP:Iteration 29Q (21214.720000 sec): 3 clusters
  Score: Raw -3608649.333436 + Penalty 4936.400600 = -3603712.932837
  nChanged 104
		SP:Iteration 30Q (21215.000000 sec): 3 clusters
  Score: Raw -3608665.731808 + Penalty 4936.400600 = -3603729.331209
  nChanged 69
		SP:Iteration 31Q (21215.310000 sec): 3 clusters
  Score: Raw -3608674.492774 + Penalty 4936.400600 = -3603738.092175
  nChanged 52
		SP:Iteration 32Q (21215.630000 sec): 3 clusters
  Score: Raw -3608680.623896 + Penalty 4936.400600 = -3603744.223297
  nChanged 49
		SP:Iteration 33Q (21215.960000 sec): 3 clusters
  Score: Raw -3608687.118528 + Penalty 4936.400600 = -3603750.717928
  nChanged 44
		SP:Iteration 34Q (21216.270000 sec): 3 clusters
  Score: Raw -3608692.135389 + Penalty 4936.400600 = -3603755.734790
  nChanged 36
		SP:Iteration 35Q (21216.560000 sec): 3 clusters
  Score: Raw -3608696.254843 + Penalty 4936.400600 = -3603759.854243
  nChanged 39
		SP:Iteration 36Q (21216.850000 sec): 3 clusters
  Score: Raw -3608701.217423 + Penalty 4936.400600 = -3603764.816823
  nChanged 41
		SP:Iteration 37Q (21217.150000 sec): 3 clusters
  Score: Raw -3608705.612385 + Penalty 4936.400600 = -3603769.211785
  nChanged 30
		SP:Iteration 38Q (21217.490000 sec): 3 clusters
  Score: Raw -3608708.789620 + Penalty 4936.400600 = -3603772.389021
  nChanged 33
		SP:Iteration 39Q (21217.740000 sec): 3 clusters
  Score: Raw -3608711.977205 + Penalty 4936.400600 = -3603775.576606
  nChanged 21
		SP:Iteration 40F (21218.050000 sec): 3 clusters
  Score: Raw -3608713.765546 + Penalty 4936.400600 = -3603777.364947
  nChanged 18
		SP:Iteration 41Q (21218.420000 sec): 3 clusters
  Score: Raw -3608715.588747 + Penalty 4936.400600 = -3603779.188148
  nChanged 23
		SP:Iteration 42Q (21218.700000 sec): 3 clusters
  Score: Raw -3608718.029650 + Penalty 4936.400600 = -3603781.629050
  nChanged 15
		SP:Iteration 43Q (21219.040000 sec): 3 clusters
  Score: Raw -3608719.320461 + Penalty 4936.400600 = -3603782.919861
  nChanged 18
		SP:Iteration 44Q (21219.330000 sec): 3 clusters
  Score: Raw -3608721.160547 + Penalty 4936.400600 = -3603784.759947
  nChanged 23
		SP:Iteration 45Q (21219.620000 sec): 3 clusters
  Score: Raw -3608723.815806 + Penalty 4936.400600 = -3603787.415207
  nChanged 20
		SP:Iteration 46Q (21219.940000 sec): 3 clusters
  Score: Raw -3608725.769095 + Penalty 4936.400600 = -3603789.368496
  nChanged 22
		SP:Iteration 47Q (21220.270000 sec): 3 clusters
  Score: Raw -3608727.402708 + Penalty 4936.400600 = -3603791.002109
  nChanged 17
		SP:Iteration 48Q (21220.510000 sec): 3 clusters
  Score: Raw -3608728.732987 + Penalty 4936.400600 = -3603792.332388
  nChanged 14
		SP:Iteration 49Q (21220.820000 sec): 3 clusters
  Score: Raw -3608729.937132 + Penalty 4936.400600 = -3603793.536533
  nChanged 7
		SP:Iteration 50Q (21221.130000 sec): 3 clusters
  Score: Raw -3608730.480431 + Penalty 4936.400600 = -3603794.079831
  nChanged 4
		SP:Iteration 51Q (21221.420000 sec): 3 clusters
  Score: Raw -3608730.842513 + Penalty 4936.400600 = -3603794.441914
  nChanged 3
		SP:Iteration 52Q (21221.740000 sec): 3 clusters
  Score: Raw -3608730.970673 + Penalty 4936.400600 = -3603794.570073
  nChanged 3
		SP:Iteration 53Q (21222.070000 sec): 3 clusters
  Score: Raw -3608731.214529 + Penalty 4936.400600 = -3603794.813930
  nChanged 4
		SP:Iteration 54Q (21222.410000 sec): 3 clusters
  Score: Raw -3608731.501009 + Penalty 4936.400600 = -3603795.100409
  nChanged 9
		SP:Iteration 55Q (21222.700000 sec): 3 clusters
  Score: Raw -3608732.254858 + Penalty 4936.400600 = -3603795.854258
  nChanged 6
		SP:Iteration 56Q (21223.020000 sec): 3 clusters
  Score: Raw -3608732.598462 + Penalty 4936.400600 = -3603796.197862
  nChanged 7
		SP:Iteration 57Q (21223.320000 sec): 3 clusters
  Score: Raw -3608733.057241 + Penalty 4936.400600 = -3603796.656641
  nChanged 10
		SP:Iteration 58Q (21223.640000 sec): 3 clusters
  Score: Raw -3608733.874769 + Penalty 4936.400600 = -3603797.474169
  nChanged 9
		SP:Iteration 59Q (21224.020000 sec): 3 clusters
  Score: Raw -3608734.435612 + Penalty 4936.400600 = -3603798.035012
  nChanged 4
		SP:Iteration 60F (21224.310000 sec): 3 clusters
  Score: Raw -3608734.712139 + Penalty 4936.400600 = -3603798.311539
  nChanged 2
		SP:Iteration 61Q (21224.600000 sec): 3 clusters
  Score: Raw -3608734.907763 + Penalty 4936.400600 = -3603798.507163
  nChanged 4
		SP:Iteration 62Q (21224.920000 sec): 3 clusters
  Score: Raw -3608735.161996 + Penalty 4936.400600 = -3603798.761397
  nChanged 6
		SP:Iteration 63Q (21225.210000 sec): 3 clusters
  Score: Raw -3608735.472257 + Penalty 4936.400600 = -3603799.071658
  nChanged 2
		SP:Iteration 64Q (21225.460000 sec): 3 clusters
  Score: Raw -3608735.692882 + Penalty 4936.400600 = -3603799.292283
  nChanged 5
		SP:Iteration 65Q (21225.690000 sec): 3 clusters
  Score: Raw -3608735.961792 + Penalty 4936.400600 = -3603799.561192
  nChanged 4
		SP:Iteration 66Q (21226.030000 sec): 3 clusters
  Score: Raw -3608736.218408 + Penalty 4936.400600 = -3603799.817808
  nChanged 3
		SP:Iteration 67Q (21226.330000 sec): 3 clusters
  Score: Raw -3608736.349641 + Penalty 4936.400600 = -3603799.949041
  nChanged 2
		SP:Iteration 68Q (21226.670000 sec): 3 clusters
  Score: Raw -3608736.504005 + Penalty 4936.400600 = -3603800.103405
  nChanged 3
		SP:Iteration 69Q (21226.960000 sec): 3 clusters
  Score: Raw -3608736.686502 + Penalty 4936.400600 = -3603800.285902
  nChanged 3
		SP:Iteration 70Q (21227.270000 sec): 3 clusters
  Score: Raw -3608736.804256 + Penalty 4936.400600 = -3603800.403657
  nChanged 2
		SP:Iteration 71Q (21227.550000 sec): 3 clusters
  Score: Raw -3608737.024336 + Penalty 4936.400600 = -3603800.623737
  nChanged 6
		SP:Iteration 72Q (21227.900000 sec): 3 clusters
  Score: Raw -3608737.466915 + Penalty 4936.400600 = -3603801.066316
  nChanged 5
		SP:Iteration 73Q (21228.150000 sec): 3 clusters
  Score: Raw -3608737.879214 + Penalty 4936.400600 = -3603801.478614
  nChanged 2
		SP:Iteration 74Q (21228.500000 sec): 3 clusters
  Score: Raw -3608738.025448 + Penalty 4936.400600 = -3603801.624849
  nChanged 3
		SP:Iteration 75Q (21228.800000 sec): 3 clusters
  Score: Raw -3608738.190455 + Penalty 4936.400600 = -3603801.789855
  nChanged 3
		SP:Iteration 76Q (21229.100000 sec): 3 clusters
  Score: Raw -3608738.364311 + Penalty 4936.400600 = -3603801.963712
  nChanged 3
		SP:Iteration 77Q (21229.410000 sec): 3 clusters
  Score: Raw -3608738.539941 + Penalty 4936.400600 = -3603802.139342
  nChanged 3
		SP:Iteration 78Q (21229.720000 sec): 3 clusters
  Score: Raw -3608738.731439 + Penalty 4936.400600 = -3603802.330839
  nChanged 3
		SP:Iteration 79Q (21230.040000 sec): 3 clusters
  Score: Raw -3608738.936205 + Penalty 4936.400600 = -3603802.535605
  nChanged 3
		SP:Iteration 80F (21230.320000 sec): 3 clusters
  Score: Raw -3608739.173848 + Penalty 4936.400600 = -3603802.773249
  nChanged 2
		SP:Iteration 81Q (21230.670000 sec): 3 clusters
  Score: Raw -3608739.265445 + Penalty 4936.400600 = -3603802.864845
  nChanged 2
		SP:Iteration 82Q (21230.960000 sec): 3 clusters
  Score: Raw -3608739.376686 + Penalty 4936.400600 = -3603802.976087
  nChanged 2
		SP:Iteration 83Q (21231.260000 sec): 3 clusters
  Score: Raw -3608739.455386 + Penalty 4936.400600 = -3603803.054786
  nChanged 1
		SP:Iteration 84Q (21231.520000 sec): 3 clusters
  Score: Raw -3608739.564946 + Penalty 4936.400600 = -3603803.164347
  nChanged 0
		SP:Iteration 85F (21231.810000 sec): 3 clusters
  Score: Raw -3608739.564946 + Penalty 4936.400600 = -3603803.164347
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21232.440000 sec): 2 clusters
  Score: Raw -17109044.384506 + Penalty 2845.221121 = -17106199.163385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21233.490000 sec): 3 clusters
  Score: Raw -17047560.094711 + Penalty 5690.442243 = -17041869.652468
  nChanged 45393
		SP:Iteration 1F (21234.320000 sec): 3 clusters
  Score: Raw -17073703.587410 + Penalty 5690.442243 = -17068013.145167
  nChanged 3527
		SP:Iteration 2Q (21235.350000 sec): 3 clusters
  Score: Raw -17074738.372012 + Penalty 5690.442243 = -17069047.929769
  nChanged 3968
		SP:Iteration 3Q (21236.310000 sec): 3 clusters
  Score: Raw -17076088.056588 + Penalty 5690.442243 = -17070397.614345
  nChanged 4484
		SP:Iteration 4Q (21237.360000 sec): 3 clusters
  Score: Raw -17077926.290813 + Penalty 5690.442243 = -17072235.848570
  nChanged 5207
		SP:Iteration 5F (21238.180000 sec): 3 clusters
  Score: Raw -17080367.564986 + Penalty 5690.442243 = -17074677.122743
  nChanged 5678
		SP:Iteration 6F (21239.040000 sec): 3 clusters
  Score: Raw -17083359.429589 + Penalty 5690.442243 = -17077668.987346
  nChanged 5832
		SP:Iteration 7F (21239.930000 sec): 3 clusters
  Score: Raw -17086763.119634 + Penalty 5690.442243 = -17081072.677391
  nChanged 5566
		SP:Iteration 8F (21240.830000 sec): 3 clusters
  Score: Raw -17090334.564548 + Penalty 5690.442243 = -17084644.122305
  nChanged 4885
		SP:Iteration 9F (21241.670000 sec): 3 clusters
  Score: Raw -17093946.921091 + Penalty 5690.442243 = -17088256.478848
  nChanged 4195
		SP:Iteration 10Q (21242.530000 sec): 3 clusters
  Score: Raw -17097546.472518 + Penalty 5690.442243 = -17091856.030275
  nChanged 3384
		SP:Iteration 11Q (21243.440000 sec): 3 clusters
  Score: Raw -17100422.593763 + Penalty 5690.442243 = -17094732.151521
  nChanged 2612
		SP:Iteration 12Q (21244.330000 sec): 3 clusters
  Score: Raw -17102352.039431 + Penalty 5690.442243 = -17096661.597188
  nChanged 1947
		SP:Iteration 13Q (21245.130000 sec): 3 clusters
  Score: Raw -17103479.006810 + Penalty 5690.442243 = -17097788.564567
  nChanged 1573
		SP:Iteration 14Q (21245.900000 sec): 3 clusters
  Score: Raw -17104256.674091 + Penalty 5690.442243 = -17098566.231848
  nChanged 1364
		SP:Iteration 15Q (21246.790000 sec): 3 clusters
  Score: Raw -17104876.422387 + Penalty 5690.442243 = -17099185.980144
  nChanged 1235
		SP:Iteration 16Q (21247.650000 sec): 3 clusters
  Score: Raw -17105443.699032 + Penalty 5690.442243 = -17099753.256789
  nChanged 1141
		SP:Iteration 17Q (21248.350000 sec): 3 clusters
  Score: Raw -17105941.342077 + Penalty 5690.442243 = -17100250.899834
  nChanged 1035
		SP:Iteration 18Q (21249.080000 sec): 3 clusters
  Score: Raw -17106386.840087 + Penalty 5690.442243 = -17100696.397844
  nChanged 891
		SP:Iteration 19Q (21249.870000 sec): 3 clusters
  Score: Raw -17106761.260574 + Penalty 5690.442243 = -17101070.818331
  nChanged 803
		SP:Iteration 20F (21250.710000 sec): 3 clusters
  Score: Raw -17107098.680872 + Penalty 5690.442243 = -17101408.238629
  nChanged 753
		SP:Iteration 21Q (21251.470000 sec): 3 clusters
  Score: Raw -17107408.819415 + Penalty 5690.442243 = -17101718.377172
  nChanged 635
		SP:Iteration 22Q (21252.230000 sec): 3 clusters
  Score: Raw -17107640.064633 + Penalty 5690.442243 = -17101949.622390
  nChanged 535
		SP:Iteration 23Q (21253.020000 sec): 3 clusters
  Score: Raw -17107831.808825 + Penalty 5690.442243 = -17102141.366582
  nChanged 490
		SP:Iteration 24Q (21253.760000 sec): 3 clusters
  Score: Raw -17108007.193231 + Penalty 5690.442243 = -17102316.750988
  nChanged 399
		SP:Iteration 25Q (21254.460000 sec): 3 clusters
  Score: Raw -17108146.147376 + Penalty 5690.442243 = -17102455.705133
  nChanged 376
		SP:Iteration 26Q (21255.200000 sec): 3 clusters
  Score: Raw -17108277.564478 + Penalty 5690.442243 = -17102587.122235
  nChanged 336
		SP:Iteration 27Q (21255.910000 sec): 3 clusters
  Score: Raw -17108392.998584 + Penalty 5690.442243 = -17102702.556341
  nChanged 296
		SP:Iteration 28Q (21256.600000 sec): 3 clusters
  Score: Raw -17108491.506115 + Penalty 5690.442243 = -17102801.063872
  nChanged 264
		SP:Iteration 29Q (21257.310000 sec): 3 clusters
  Score: Raw -17108575.190054 + Penalty 5690.442243 = -17102884.747811
  nChanged 251
		SP:Iteration 30Q (21258.060000 sec): 3 clusters
  Score: Raw -17108662.569946 + Penalty 5690.442243 = -17102972.127703
  nChanged 229
		SP:Iteration 31Q (21258.750000 sec): 3 clusters
  Score: Raw -17108748.574928 + Penalty 5690.442243 = -17103058.132685
  nChanged 199
		SP:Iteration 32Q (21259.410000 sec): 3 clusters
  Score: Raw -17108824.892997 + Penalty 5690.442243 = -17103134.450754
  nChanged 192
		SP:Iteration 33Q (21260.040000 sec): 3 clusters
  Score: Raw -17108897.866409 + Penalty 5690.442243 = -17103207.424166
  nChanged 172
		SP:Iteration 34Q (21260.660000 sec): 3 clusters
  Score: Raw -17108964.354523 + Penalty 5690.442243 = -17103273.912280
  nChanged 139
		SP:Iteration 35Q (21261.280000 sec): 3 clusters
  Score: Raw -17109018.640786 + Penalty 5690.442243 = -17103328.198543
  nChanged 135
		SP:Iteration 36Q (21261.880000 sec): 3 clusters
  Score: Raw -17109067.734133 + Penalty 5690.442243 = -17103377.291890
  nChanged 123
		SP:Iteration 37Q (21262.660000 sec): 3 clusters
  Score: Raw -17109115.762493 + Penalty 5690.442243 = -17103425.320250
  nChanged 102
		SP:Iteration 38Q (21263.290000 sec): 3 clusters
  Score: Raw -17109151.169484 + Penalty 5690.442243 = -17103460.727241
  nChanged 84
		SP:Iteration 39Q (21264.040000 sec): 3 clusters
  Score: Raw -17109179.636863 + Penalty 5690.442243 = -17103489.194620
  nChanged 87
		SP:Iteration 40F (21264.880000 sec): 3 clusters
  Score: Raw -17109210.789045 + Penalty 5690.442243 = -17103520.346802
  nChanged 77
		SP:Iteration 41Q (21265.570000 sec): 3 clusters
  Score: Raw -17109235.114500 + Penalty 5690.442243 = -17103544.672257
  nChanged 56
		SP:Iteration 42Q (21266.340000 sec): 3 clusters
  Score: Raw -17109255.109799 + Penalty 5690.442243 = -17103564.667556
  nChanged 48
		SP:Iteration 43Q (21266.990000 sec): 3 clusters
  Score: Raw -17109271.234034 + Penalty 5690.442243 = -17103580.791791
  nChanged 45
		SP:Iteration 44Q (21267.660000 sec): 3 clusters
  Score: Raw -17109286.432662 + Penalty 5690.442243 = -17103595.990419
  nChanged 37
		SP:Iteration 45Q (21268.320000 sec): 3 clusters
  Score: Raw -17109300.978007 + Penalty 5690.442243 = -17103610.535764
  nChanged 43
		SP:Iteration 46Q (21268.990000 sec): 3 clusters
  Score: Raw -17109316.129957 + Penalty 5690.442243 = -17103625.687714
  nChanged 36
		SP:Iteration 47Q (21269.630000 sec): 3 clusters
  Score: Raw -17109329.142733 + Penalty 5690.442243 = -17103638.700490
  nChanged 32
		SP:Iteration 48Q (21270.310000 sec): 3 clusters
  Score: Raw -17109340.458297 + Penalty 5690.442243 = -17103650.016054
  nChanged 36
		SP:Iteration 49Q (21270.940000 sec): 3 clusters
  Score: Raw -17109350.878191 + Penalty 5690.442243 = -17103660.435948
  nChanged 32
		SP:Iteration 50Q (21271.580000 sec): 3 clusters
  Score: Raw -17109362.729699 + Penalty 5690.442243 = -17103672.287456
  nChanged 41
		SP:Iteration 51Q (21272.200000 sec): 3 clusters
  Score: Raw -17109379.353071 + Penalty 5690.442243 = -17103688.910828
  nChanged 31
		SP:Iteration 52Q (21272.840000 sec): 3 clusters
  Score: Raw -17109389.313431 + Penalty 5690.442243 = -17103698.871189
  nChanged 24
		SP:Iteration 53Q (21273.470000 sec): 3 clusters
  Score: Raw -17109397.188931 + Penalty 5690.442243 = -17103706.746688
  nChanged 22
		SP:Iteration 54Q (21274.120000 sec): 3 clusters
  Score: Raw -17109405.734812 + Penalty 5690.442243 = -17103715.292569
  nChanged 30
		SP:Iteration 55Q (21274.840000 sec): 3 clusters
  Score: Raw -17109415.822128 + Penalty 5690.442243 = -17103725.379885
  nChanged 28
		SP:Iteration 56Q (21275.550000 sec): 3 clusters
  Score: Raw -17109425.653582 + Penalty 5690.442243 = -17103735.211339
  nChanged 31
		SP:Iteration 57Q (21276.290000 sec): 3 clusters
  Score: Raw -17109436.434524 + Penalty 5690.442243 = -17103745.992281
  nChanged 32
		SP:Iteration 58Q (21277.070000 sec): 3 clusters
  Score: Raw -17109447.550310 + Penalty 5690.442243 = -17103757.108067
  nChanged 19
		SP:Iteration 59Q (21277.890000 sec): 3 clusters
  Score: Raw -17109453.697563 + Penalty 5690.442243 = -17103763.255320
  nChanged 14
		SP:Iteration 60F (21278.810000 sec): 3 clusters
  Score: Raw -17109457.677047 + Penalty 5690.442243 = -17103767.234804
  nChanged 16
		SP:Iteration 61Q (21279.630000 sec): 3 clusters
  Score: Raw -17109462.099563 + Penalty 5690.442243 = -17103771.657320
  nChanged 11
		SP:Iteration 62Q (21280.430000 sec): 3 clusters
  Score: Raw -17109465.499856 + Penalty 5690.442243 = -17103775.057613
  nChanged 9
		SP:Iteration 63Q (21281.240000 sec): 3 clusters
  Score: Raw -17109468.037840 + Penalty 5690.442243 = -17103777.595597
  nChanged 6
		SP:Iteration 64Q (21281.980000 sec): 3 clusters
  Score: Raw -17109469.656312 + Penalty 5690.442243 = -17103779.214069
  nChanged 7
		SP:Iteration 65Q (21282.760000 sec): 3 clusters
  Score: Raw -17109471.400249 + Penalty 5690.442243 = -17103780.958006
  nChanged 6
		SP:Iteration 66Q (21283.540000 sec): 3 clusters
  Score: Raw -17109473.349531 + Penalty 5690.442243 = -17103782.907288
  nChanged 8
		SP:Iteration 67Q (21284.350000 sec): 3 clusters
  Score: Raw -17109475.447381 + Penalty 5690.442243 = -17103785.005138
  nChanged 8
		SP:Iteration 68Q (21285.100000 sec): 3 clusters
  Score: Raw -17109478.335738 + Penalty 5690.442243 = -17103787.893495
  nChanged 6
		SP:Iteration 69Q (21285.980000 sec): 3 clusters
  Score: Raw -17109480.001282 + Penalty 5690.442243 = -17103789.559039
  nChanged 5
		SP:Iteration 70Q (21286.690000 sec): 3 clusters
  Score: Raw -17109481.066845 + Penalty 5690.442243 = -17103790.624602
  nChanged 4
		SP:Iteration 71Q (21287.490000 sec): 3 clusters
  Score: Raw -17109482.026464 + Penalty 5690.442243 = -17103791.584221
  nChanged 1
		SP:Iteration 72Q (21288.280000 sec): 3 clusters
  Score: Raw -17109482.289280 + Penalty 5690.442243 = -17103791.847037
  nChanged 0
		SP:Iteration 73F (21289.220000 sec): 3 clusters
  Score: Raw -17109482.289280 + Penalty 5690.442243 = -17103791.847037
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21289.370000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21289.620000 sec): 3 clusters
  Score: Raw -82531.607884 + Penalty 3110.410262 = -79421.197622
  nChanged 94
		SP:Iteration 1F (21289.790000 sec): 3 clusters
  Score: Raw -82712.053143 + Penalty 3110.410262 = -79601.642881
  nChanged 29
		SP:Iteration 2F (21289.960000 sec): 3 clusters
  Score: Raw -82771.029406 + Penalty 3110.410262 = -79660.619144
  nChanged 18
		SP:Iteration 3Q (21290.160000 sec): 3 clusters
  Score: Raw -82816.114954 + Penalty 3110.410262 = -79705.704691
  nChanged 6
		SP:Iteration 4Q (21290.360000 sec): 3 clusters
  Score: Raw -82832.279189 + Penalty 3110.410262 = -79721.868927
  nChanged 10
		SP:Iteration 5Q (21290.540000 sec): 3 clusters
  Score: Raw -82859.669222 + Penalty 3110.410262 = -79749.258960
  nChanged 4
		SP:Iteration 6Q (21290.710000 sec): 3 clusters
  Score: Raw -82869.439955 + Penalty 3110.410262 = -79759.029693
  nChanged 3
		SP:Iteration 7Q (21290.870000 sec): 3 clusters
  Score: Raw -82881.922702 + Penalty 3110.410262 = -79771.512440
  nChanged 5
		SP:Iteration 8Q (21290.980000 sec): 3 clusters
  Score: Raw -82898.516714 + Penalty 3110.410262 = -79788.106452
  nChanged 4
		SP:Iteration 9Q (21291.160000 sec): 3 clusters
  Score: Raw -82909.661556 + Penalty 3110.410262 = -79799.251294
  nChanged 5
		SP:Iteration 10Q (21291.290000 sec): 3 clusters
  Score: Raw -82920.026396 + Penalty 3110.410262 = -79809.616133
  nChanged 7
		SP:Iteration 11Q (21291.420000 sec): 3 clusters
  Score: Raw -82944.288493 + Penalty 3110.410262 = -79833.878230
  nChanged 6
		SP:Iteration 12Q (21291.620000 sec): 3 clusters
  Score: Raw -82961.612191 + Penalty 3110.410262 = -79851.201929
  nChanged 6
		SP:Iteration 13Q (21291.790000 sec): 3 clusters
  Score: Raw -82980.161367 + Penalty 3110.410262 = -79869.751105
  nChanged 3
		SP:Iteration 14Q (21291.960000 sec): 3 clusters
  Score: Raw -82990.280826 + Penalty 3110.410262 = -79879.870564
  nChanged 5
		SP:Iteration 15Q (21292.150000 sec): 3 clusters
  Score: Raw -83006.985783 + Penalty 3110.410262 = -79896.575521
  nChanged 5
		SP:Iteration 16Q (21292.330000 sec): 3 clusters
  Score: Raw -83022.822092 + Penalty 3110.410262 = -79912.411830
  nChanged 7
		SP:Iteration 17Q (21292.490000 sec): 3 clusters
  Score: Raw -83043.947401 + Penalty 3110.410262 = -79933.537139
  nChanged 5
		SP:Iteration 18Q (21292.630000 sec): 3 clusters
  Score: Raw -83053.329656 + Penalty 3110.410262 = -79942.919394
  nChanged 2
		SP:Iteration 19Q (21292.760000 sec): 3 clusters
  Score: Raw -83062.211180 + Penalty 3110.410262 = -79951.800917
  nChanged 0
		SP:Iteration 20F (21292.900000 sec): 3 clusters
  Score: Raw -83062.211180 + Penalty 3110.410262 = -79951.800917
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21292.990000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21293.150000 sec): 3 clusters
  Score: Raw -34411.118327 + Penalty 2645.028521 = -31766.089806
  nChanged 20
		SP:Iteration 1F (21293.270000 sec): 3 clusters
  Score: Raw -34472.902139 + Penalty 2645.028521 = -31827.873617
  nChanged 2
		SP:Iteration 2Q (21293.430000 sec): 3 clusters
  Score: Raw -34480.663858 + Penalty 2645.028521 = -31835.635337
  nChanged 0
		SP:Iteration 3F (21293.570000 sec): 3 clusters
  Score: Raw -34480.663858 + Penalty 2645.028521 = -31835.635337
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21293.660000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21293.820000 sec): 3 clusters
  Score: Raw -18289.558450 + Penalty 2331.438261 = -15958.120189
  nChanged 4
		SP:Iteration 1Q (21294.020000 sec): 3 clusters
  Score: Raw -18333.924708 + Penalty 2331.438261 = -16002.486446
  nChanged 0
		SP:Iteration 2F (21294.150000 sec): 3 clusters
  Score: Raw -18333.924708 + Penalty 2331.438261 = -16002.486446
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21294.230000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21294.410000 sec): 3 clusters
  Score: Raw -79117.779889 + Penalty 3061.163496 = -76056.616393
  nChanged 67
		SP:Iteration 1F (21294.590000 sec): 3 clusters
  Score: Raw -79246.488223 + Penalty 3061.163496 = -76185.324727
  nChanged 12
		SP:Iteration 2Q (21294.720000 sec): 3 clusters
  Score: Raw -79274.487509 + Penalty 3061.163496 = -76213.324013
  nChanged 3
		SP:Iteration 3Q (21294.850000 sec): 3 clusters
  Score: Raw -79282.949395 + Penalty 3061.163496 = -76221.785899
  nChanged 1
		SP:Iteration 4Q (21295.020000 sec): 3 clusters
  Score: Raw -79284.250151 + Penalty 3061.163496 = -76223.086654
  nChanged 0
		SP:Iteration 5F (21295.180000 sec): 3 clusters
  Score: Raw -79284.250151 + Penalty 3061.163496 = -76223.086654
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21295.260000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21295.380000 sec): 3 clusters
  Score: Raw -128718.342979 + Penalty 3282.894536 = -125435.448443
  nChanged 168
		SP:Iteration 1F (21295.510000 sec): 3 clusters
  Score: Raw -128955.460457 + Penalty 3282.894536 = -125672.565921
  nChanged 28
		SP:Iteration 2Q (21295.630000 sec): 3 clusters
  Score: Raw -129017.412999 + Penalty 3282.894536 = -125734.518464
  nChanged 26
		SP:Iteration 3Q (21295.770000 sec): 3 clusters
  Score: Raw -129071.014332 + Penalty 3282.894536 = -125788.119796
  nChanged 16
		SP:Iteration 4Q (21295.910000 sec): 3 clusters
  Score: Raw -129098.139159 + Penalty 3282.894536 = -125815.244623
  nChanged 10
		SP:Iteration 5Q (21296.040000 sec): 3 clusters
  Score: Raw -129123.009344 + Penalty 3282.894536 = -125840.114808
  nChanged 12
		SP:Iteration 6Q (21296.180000 sec): 3 clusters
  Score: Raw -129150.205941 + Penalty 3282.894536 = -125867.311405
  nChanged 8
		SP:Iteration 7Q (21296.320000 sec): 3 clusters
  Score: Raw -129174.821347 + Penalty 3282.894536 = -125891.926811
  nChanged 10
		SP:Iteration 8Q (21296.450000 sec): 3 clusters
  Score: Raw -129193.284468 + Penalty 3282.894536 = -125910.389932
  nChanged 11
		SP:Iteration 9Q (21296.630000 sec): 3 clusters
  Score: Raw -129209.692898 + Penalty 3282.894536 = -125926.798362
  nChanged 5
		SP:Iteration 10Q (21296.730000 sec): 3 clusters
  Score: Raw -129215.931735 + Penalty 3282.894536 = -125933.037199
  nChanged 3
		SP:Iteration 11Q (21296.870000 sec): 3 clusters
  Score: Raw -129219.417322 + Penalty 3282.894536 = -125936.522787
  nChanged 4
		SP:Iteration 12Q (21297.020000 sec): 3 clusters
  Score: Raw -129229.512440 + Penalty 3282.894536 = -125946.617904
  nChanged 9
		SP:Iteration 13Q (21297.120000 sec): 3 clusters
  Score: Raw -129242.139344 + Penalty 3282.894536 = -125959.244808
  nChanged 6
		SP:Iteration 14Q (21297.260000 sec): 3 clusters
  Score: Raw -129252.012116 + Penalty 3282.894536 = -125969.117580
  nChanged 3
		SP:Iteration 15Q (21297.350000 sec): 3 clusters
  Score: Raw -129256.005244 + Penalty 3282.894536 = -125973.110708
  nChanged 0
		SP:Iteration 16F (21297.500000 sec): 3 clusters
  Score: Raw -129256.005244 + Penalty 3282.894536 = -125973.110708
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21297.550000 sec): 2 clusters
  Score: Raw -19840.290813 + Penalty 1310.234525 = -18530.056288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21297.700000 sec): 3 clusters
  Score: Raw -20178.304986 + Penalty 2620.469049 = -17557.835936
  nChanged 34
		SP:Iteration 1F (21297.830000 sec): 3 clusters
  Score: Raw -20310.213458 + Penalty 2620.469049 = -17689.744408
  nChanged 10
		SP:Iteration 2F (21297.970000 sec): 3 clusters
  Score: Raw -20393.644888 + Penalty 2620.469049 = -17773.175838
  nChanged 4
		SP:Iteration 3Q (21298.070000 sec): 3 clusters
  Score: Raw -20419.802972 + Penalty 2620.469049 = -17799.333923
  nChanged 0
		SP:Iteration 4F (21298.210000 sec): 3 clusters
  Score: Raw -20419.802972 + Penalty 2620.469049 = -17799.333923
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21298.250000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21298.400000 sec): 3 clusters
  Score: Raw -134616.828622 + Penalty 3290.125943 = -131326.702679
  nChanged 171
		SP:Iteration 1F (21298.540000 sec): 3 clusters
  Score: Raw -134856.669264 + Penalty 3290.125943 = -131566.543321
  nChanged 45
		SP:Iteration 2F (21298.630000 sec): 3 clusters
  Score: Raw -134930.217041 + Penalty 3290.125943 = -131640.091098
  nChanged 18
		SP:Iteration 3Q (21298.810000 sec): 3 clusters
  Score: Raw -134960.979608 + Penalty 3290.125943 = -131670.853665
  nChanged 7
		SP:Iteration 4Q (21298.900000 sec): 3 clusters
  Score: Raw -134968.782290 + Penalty 3290.125943 = -131678.656347
  nChanged 3
		SP:Iteration 5Q (21299.030000 sec): 3 clusters
  Score: Raw -134972.283107 + Penalty 3290.125943 = -131682.157164
  nChanged 2
		SP:Iteration 6Q (21299.210000 sec): 3 clusters
  Score: Raw -134974.133231 + Penalty 3290.125943 = -131684.007289
  nChanged 1
		SP:Iteration 7Q (21299.300000 sec): 3 clusters
  Score: Raw -134974.901188 + Penalty 3290.125943 = -131684.775245
  nChanged 1
		SP:Iteration 8Q (21299.460000 sec): 3 clusters
  Score: Raw -134975.421570 + Penalty 3290.125943 = -131685.295627
  nChanged 0
		SP:Iteration 9F (21299.550000 sec): 3 clusters
  Score: Raw -134975.421570 + Penalty 3290.125943 = -131685.295627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21299.640000 sec): 2 clusters
  Score: Raw -270682.949561 + Penalty 1823.246368 = -268859.703194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21299.760000 sec): 3 clusters
  Score: Raw -270184.369140 + Penalty 3646.492735 = -266537.876405
  nChanged 440
		SP:Iteration 1F (21299.890000 sec): 3 clusters
  Score: Raw -270580.229218 + Penalty 3646.492735 = -266933.736483
  nChanged 130
		SP:Iteration 2F (21300.060000 sec): 3 clusters
  Score: Raw -270723.283668 + Penalty 3646.492735 = -267076.790933
  nChanged 74
		SP:Iteration 3Q (21300.190000 sec): 3 clusters
  Score: Raw -270826.267495 + Penalty 3646.492735 = -267179.774760
  nChanged 68
		SP:Iteration 4Q (21300.390000 sec): 3 clusters
  Score: Raw -270927.497883 + Penalty 3646.492735 = -267281.005148
  nChanged 66
		SP:Iteration 5Q (21300.630000 sec): 3 clusters
  Score: Raw -271013.609207 + Penalty 3646.492735 = -267367.116472
  nChanged 51
		SP:Iteration 6Q (21300.790000 sec): 3 clusters
  Score: Raw -271076.590072 + Penalty 3646.492735 = -267430.097336
  nChanged 39
		SP:Iteration 7Q (21300.930000 sec): 3 clusters
  Score: Raw -271123.259159 + Penalty 3646.492735 = -267476.766424
  nChanged 26
		SP:Iteration 8Q (21301.080000 sec): 3 clusters
  Score: Raw -271153.594893 + Penalty 3646.492735 = -267507.102158
  nChanged 21
		SP:Iteration 9Q (21301.230000 sec): 3 clusters
  Score: Raw -271181.015127 + Penalty 3646.492735 = -267534.522392
  nChanged 25
		SP:Iteration 10Q (21301.380000 sec): 3 clusters
  Score: Raw -271202.961958 + Penalty 3646.492735 = -267556.469223
  nChanged 16
		SP:Iteration 11Q (21301.530000 sec): 3 clusters
  Score: Raw -271219.595283 + Penalty 3646.492735 = -267573.102548
  nChanged 19
		SP:Iteration 12Q (21301.690000 sec): 3 clusters
  Score: Raw -271239.833518 + Penalty 3646.492735 = -267593.340783
  nChanged 11
		SP:Iteration 13Q (21301.850000 sec): 3 clusters
  Score: Raw -271248.987757 + Penalty 3646.492735 = -267602.495022
  nChanged 5
		SP:Iteration 14Q (21302.010000 sec): 3 clusters
  Score: Raw -271255.714535 + Penalty 3646.492735 = -267609.221800
  nChanged 6
		SP:Iteration 15Q (21302.170000 sec): 3 clusters
  Score: Raw -271260.866576 + Penalty 3646.492735 = -267614.373841
  nChanged 6
		SP:Iteration 16Q (21302.370000 sec): 3 clusters
  Score: Raw -271266.493471 + Penalty 3646.492735 = -267620.000736
  nChanged 7
		SP:Iteration 17Q (21302.530000 sec): 3 clusters
  Score: Raw -271273.552546 + Penalty 3646.492735 = -267627.059811
  nChanged 5
		SP:Iteration 18Q (21302.690000 sec): 3 clusters
  Score: Raw -271281.108484 + Penalty 3646.492735 = -267634.615749
  nChanged 6
		SP:Iteration 19Q (21302.860000 sec): 3 clusters
  Score: Raw -271287.755210 + Penalty 3646.492735 = -267641.262475
  nChanged 8
		SP:Iteration 20F (21303.050000 sec): 3 clusters
  Score: Raw -271296.432251 + Penalty 3646.492735 = -267649.939516
  nChanged 10
		SP:Iteration 21Q (21303.200000 sec): 3 clusters
  Score: Raw -271305.537117 + Penalty 3646.492735 = -267659.044382
  nChanged 6
		SP:Iteration 22Q (21303.360000 sec): 3 clusters
  Score: Raw -271311.765971 + Penalty 3646.492735 = -267665.273236
  nChanged 7
		SP:Iteration 23Q (21303.550000 sec): 3 clusters
  Score: Raw -271319.060293 + Penalty 3646.492735 = -267672.567558
  nChanged 5
		SP:Iteration 24Q (21303.700000 sec): 3 clusters
  Score: Raw -271325.045274 + Penalty 3646.492735 = -267678.552538
  nChanged 5
		SP:Iteration 25Q (21303.910000 sec): 3 clusters
  Score: Raw -271327.929738 + Penalty 3646.492735 = -267681.437003
  nChanged 4
		SP:Iteration 26Q (21304.060000 sec): 3 clusters
  Score: Raw -271330.759784 + Penalty 3646.492735 = -267684.267049
  nChanged 3
		SP:Iteration 27Q (21304.240000 sec): 3 clusters
  Score: Raw -271332.113659 + Penalty 3646.492735 = -267685.620924
  nChanged 0
		SP:Iteration 28F (21304.400000 sec): 3 clusters
  Score: Raw -271332.113659 + Penalty 3646.492735 = -267685.620924
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21304.480000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21304.730000 sec): 3 clusters
  Score: Raw -60019.065374 + Penalty 2975.472535 = -57043.592839
  nChanged 65
		SP:Iteration 1F (21304.890000 sec): 3 clusters
  Score: Raw -60170.579446 + Penalty 2975.472535 = -57195.106911
  nChanged 18
		SP:Iteration 2Q (21305.090000 sec): 3 clusters
  Score: Raw -60236.858788 + Penalty 2975.472535 = -57261.386253
  nChanged 11
		SP:Iteration 3Q (21305.220000 sec): 3 clusters
  Score: Raw -60273.104157 + Penalty 2975.472535 = -57297.631623
  nChanged 12
		SP:Iteration 4Q (21305.420000 sec): 3 clusters
  Score: Raw -60308.776249 + Penalty 2975.472535 = -57333.303715
  nChanged 7
		SP:Iteration 5Q (21305.570000 sec): 3 clusters
  Score: Raw -60324.431564 + Penalty 2975.472535 = -57348.959029
  nChanged 1
		SP:Iteration 6Q (21305.730000 sec): 3 clusters
  Score: Raw -60326.900503 + Penalty 2975.472535 = -57351.427969
  nChanged 2
		SP:Iteration 7Q (21305.900000 sec): 3 clusters
  Score: Raw -60334.402309 + Penalty 2975.472535 = -57358.929775
  nChanged 0
		SP:Iteration 8F (21306.090000 sec): 3 clusters
  Score: Raw -60334.402309 + Penalty 2975.472535 = -57358.929775
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21306.190000 sec): 2 clusters
  Score: Raw -186857.002019 + Penalty 1743.871832 = -185113.130187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21306.340000 sec): 3 clusters
  Score: Raw -186608.035586 + Penalty 3487.743664 = -183120.291922
  nChanged 319
		SP:Iteration 1F (21306.520000 sec): 3 clusters
  Score: Raw -186958.376876 + Penalty 3487.743664 = -183470.633212
  nChanged 76
		SP:Iteration 2F (21306.670000 sec): 3 clusters
  Score: Raw -187053.345152 + Penalty 3487.743664 = -183565.601488
  nChanged 33
		SP:Iteration 3Q (21306.870000 sec): 3 clusters
  Score: Raw -187101.840486 + Penalty 3487.743664 = -183614.096821
  nChanged 27
		SP:Iteration 4Q (21307.030000 sec): 3 clusters
  Score: Raw -187133.995633 + Penalty 3487.743664 = -183646.251968
  nChanged 16
		SP:Iteration 5Q (21307.180000 sec): 3 clusters
  Score: Raw -187156.149115 + Penalty 3487.743664 = -183668.405451
  nChanged 13
		SP:Iteration 6Q (21307.370000 sec): 3 clusters
  Score: Raw -187176.605197 + Penalty 3487.743664 = -183688.861532
  nChanged 9
		SP:Iteration 7Q (21307.530000 sec): 3 clusters
  Score: Raw -187193.239062 + Penalty 3487.743664 = -183705.495398
  nChanged 11
		SP:Iteration 8Q (21307.690000 sec): 3 clusters
  Score: Raw -187209.876269 + Penalty 3487.743664 = -183722.132604
  nChanged 8
		SP:Iteration 9Q (21307.860000 sec): 3 clusters
  Score: Raw -187227.431822 + Penalty 3487.743664 = -183739.688158
  nChanged 12
		SP:Iteration 10Q (21308.030000 sec): 3 clusters
  Score: Raw -187239.892727 + Penalty 3487.743664 = -183752.149063
  nChanged 8
		SP:Iteration 11Q (21308.180000 sec): 3 clusters
  Score: Raw -187248.490509 + Penalty 3487.743664 = -183760.746845
  nChanged 7
		SP:Iteration 12Q (21308.320000 sec): 3 clusters
  Score: Raw -187258.393136 + Penalty 3487.743664 = -183770.649472
  nChanged 8
		SP:Iteration 13Q (21308.510000 sec): 3 clusters
  Score: Raw -187268.319478 + Penalty 3487.743664 = -183780.575814
  nChanged 6
		SP:Iteration 14Q (21308.630000 sec): 3 clusters
  Score: Raw -187274.578669 + Penalty 3487.743664 = -183786.835005
  nChanged 4
		SP:Iteration 15Q (21308.750000 sec): 3 clusters
  Score: Raw -187278.983508 + Penalty 3487.743664 = -183791.239844
  nChanged 4
		SP:Iteration 16Q (21308.900000 sec): 3 clusters
  Score: Raw -187282.016240 + Penalty 3487.743664 = -183794.272576
  nChanged 4
		SP:Iteration 17Q (21309.120000 sec): 3 clusters
  Score: Raw -187285.841701 + Penalty 3487.743664 = -183798.098036
  nChanged 9
		SP:Iteration 18Q (21309.300000 sec): 3 clusters
  Score: Raw -187296.922680 + Penalty 3487.743664 = -183809.179016
  nChanged 5
		SP:Iteration 19Q (21309.470000 sec): 3 clusters
  Score: Raw -187304.404551 + Penalty 3487.743664 = -183816.660887
  nChanged 5
		SP:Iteration 20F (21309.620000 sec): 3 clusters
  Score: Raw -187310.676184 + Penalty 3487.743664 = -183822.932519
  nChanged 5
		SP:Iteration 21Q (21309.770000 sec): 3 clusters
  Score: Raw -187316.009988 + Penalty 3487.743664 = -183828.266323
  nChanged 4
		SP:Iteration 22Q (21309.950000 sec): 3 clusters
  Score: Raw -187321.032115 + Penalty 3487.743664 = -183833.288451
  nChanged 5
		SP:Iteration 23Q (21310.100000 sec): 3 clusters
  Score: Raw -187333.485534 + Penalty 3487.743664 = -183845.741870
  nChanged 9
		SP:Iteration 24Q (21310.240000 sec): 3 clusters
  Score: Raw -187345.009183 + Penalty 3487.743664 = -183857.265519
  nChanged 6
		SP:Iteration 25Q (21310.400000 sec): 3 clusters
  Score: Raw -187355.816462 + Penalty 3487.743664 = -183868.072798
  nChanged 6
		SP:Iteration 26Q (21310.520000 sec): 3 clusters
  Score: Raw -187367.144000 + Penalty 3487.743664 = -183879.400336
  nChanged 7
		SP:Iteration 27Q (21310.690000 sec): 3 clusters
  Score: Raw -187375.522545 + Penalty 3487.743664 = -183887.778881
  nChanged 13
		SP:Iteration 28Q (21310.870000 sec): 3 clusters
  Score: Raw -187389.061020 + Penalty 3487.743664 = -183901.317355
  nChanged 8
		SP:Iteration 29Q (21311.010000 sec): 3 clusters
  Score: Raw -187405.113853 + Penalty 3487.743664 = -183917.370189
  nChanged 8
		SP:Iteration 30Q (21311.150000 sec): 3 clusters
  Score: Raw -187418.011569 + Penalty 3487.743664 = -183930.267904
  nChanged 12
		SP:Iteration 31Q (21311.300000 sec): 3 clusters
  Score: Raw -187435.771559 + Penalty 3487.743664 = -183948.027894
  nChanged 18
		SP:Iteration 32Q (21311.490000 sec): 3 clusters
  Score: Raw -187464.376627 + Penalty 3487.743664 = -183976.632962
  nChanged 11
		SP:Iteration 33Q (21311.670000 sec): 3 clusters
  Score: Raw -187489.920204 + Penalty 3487.743664 = -184002.176539
  nChanged 16
		SP:Iteration 34Q (21311.800000 sec): 3 clusters
  Score: Raw -187527.363992 + Penalty 3487.743664 = -184039.620327
  nChanged 10
		SP:Iteration 35Q (21311.950000 sec): 3 clusters
  Score: Raw -187542.161557 + Penalty 3487.743664 = -184054.417893
  nChanged 7
		SP:Iteration 36Q (21312.080000 sec): 3 clusters
  Score: Raw -187548.966014 + Penalty 3487.743664 = -184061.222349
  nChanged 3
		SP:Iteration 37Q (21312.220000 sec): 3 clusters
  Score: Raw -187554.510457 + Penalty 3487.743664 = -184066.766792
  nChanged 4
		SP:Iteration 38Q (21312.360000 sec): 3 clusters
  Score: Raw -187559.569838 + Penalty 3487.743664 = -184071.826174
  nChanged 1
		SP:Iteration 39Q (21312.500000 sec): 3 clusters
  Score: Raw -187561.221903 + Penalty 3487.743664 = -184073.478239
  nChanged 0
		SP:Iteration 40F (21312.660000 sec): 3 clusters
  Score: Raw -187561.221903 + Penalty 3487.743664 = -184073.478239
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21313.380000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21314.280000 sec): 3 clusters
  Score: Raw -19043927.107658 + Penalty 5708.955617 = -19038218.152041
  nChanged 47230
		SP:Iteration 1F (21315.140000 sec): 3 clusters
  Score: Raw -19072026.834929 + Penalty 5708.955617 = -19066317.879312
  nChanged 5009
		SP:Iteration 2F (21316.160000 sec): 3 clusters
  Score: Raw -19074273.276271 + Penalty 5708.955617 = -19068564.320654
  nChanged 6089
		SP:Iteration 3F (21317.060000 sec): 3 clusters
  Score: Raw -19077620.134739 + Penalty 5708.955617 = -19071911.179122
  nChanged 6950
		SP:Iteration 4F (21317.960000 sec): 3 clusters
  Score: Raw -19081708.102573 + Penalty 5708.955617 = -19075999.146955
  nChanged 6953
		SP:Iteration 5F (21318.900000 sec): 3 clusters
  Score: Raw -19085843.545540 + Penalty 5708.955617 = -19080134.589923
  nChanged 6331
		SP:Iteration 6F (21319.740000 sec): 3 clusters
  Score: Raw -19089569.378931 + Penalty 5708.955617 = -19083860.423314
  nChanged 5352
		SP:Iteration 7F (21320.630000 sec): 3 clusters
  Score: Raw -19092863.428885 + Penalty 5708.955617 = -19087154.473267
  nChanged 4447
		SP:Iteration 8Q (21321.550000 sec): 3 clusters
  Score: Raw -19095712.895313 + Penalty 5708.955617 = -19090003.939695
  nChanged 3674
		SP:Iteration 9Q (21322.360000 sec): 3 clusters
  Score: Raw -19098148.165081 + Penalty 5708.955617 = -19092439.209464
  nChanged 3062
		SP:Iteration 10Q (21323.120000 sec): 3 clusters
  Score: Raw -19100200.093806 + Penalty 5708.955617 = -19094491.138188
  nChanged 2605
		SP:Iteration 11Q (21324.040000 sec): 3 clusters
  Score: Raw -19101980.749133 + Penalty 5708.955617 = -19096271.793516
  nChanged 2289
		SP:Iteration 12Q (21324.980000 sec): 3 clusters
  Score: Raw -19103568.642206 + Penalty 5708.955617 = -19097859.686588
  nChanged 1913
		SP:Iteration 13Q (21325.880000 sec): 3 clusters
  Score: Raw -19104919.678257 + Penalty 5708.955617 = -19099210.722639
  nChanged 1570
		SP:Iteration 14Q (21326.750000 sec): 3 clusters
  Score: Raw -19106034.940805 + Penalty 5708.955617 = -19100325.985188
  nChanged 1102
		SP:Iteration 15Q (21327.690000 sec): 3 clusters
  Score: Raw -19106803.408144 + Penalty 5708.955617 = -19101094.452526
  nChanged 737
		SP:Iteration 16Q (21328.390000 sec): 3 clusters
  Score: Raw -19107325.742366 + Penalty 5708.955617 = -19101616.786749
  nChanged 467
		SP:Iteration 17Q (21329.170000 sec): 3 clusters
  Score: Raw -19107672.432812 + Penalty 5708.955617 = -19101963.477195
  nChanged 325
		SP:Iteration 18Q (21329.920000 sec): 3 clusters
  Score: Raw -19107908.049784 + Penalty 5708.955617 = -19102199.094167
  nChanged 192
		SP:Iteration 19Q (21330.650000 sec): 3 clusters
  Score: Raw -19108056.212087 + Penalty 5708.955617 = -19102347.256469
  nChanged 129
		SP:Iteration 20F (21331.450000 sec): 3 clusters
  Score: Raw -19108162.989037 + Penalty 5708.955617 = -19102454.033419
  nChanged 95
		SP:Iteration 21Q (21332.240000 sec): 3 clusters
  Score: Raw -19108231.651125 + Penalty 5708.955617 = -19102522.695507
  nChanged 83
		SP:Iteration 22Q (21333.050000 sec): 3 clusters
  Score: Raw -19108296.905319 + Penalty 5708.955617 = -19102587.949701
  nChanged 68
		SP:Iteration 23Q (21333.750000 sec): 3 clusters
  Score: Raw -19108356.686410 + Penalty 5708.955617 = -19102647.730792
  nChanged 56
		SP:Iteration 24Q (21334.500000 sec): 3 clusters
  Score: Raw -19108409.377224 + Penalty 5708.955617 = -19102700.421607
  nChanged 60
		SP:Iteration 25Q (21335.230000 sec): 3 clusters
  Score: Raw -19108461.107918 + Penalty 5708.955617 = -19102752.152301
  nChanged 48
		SP:Iteration 26Q (21335.900000 sec): 3 clusters
  Score: Raw -19108504.462811 + Penalty 5708.955617 = -19102795.507193
  nChanged 40
		SP:Iteration 27Q (21336.540000 sec): 3 clusters
  Score: Raw -19108540.044136 + Penalty 5708.955617 = -19102831.088518
  nChanged 45
		SP:Iteration 28Q (21337.240000 sec): 3 clusters
  Score: Raw -19108572.876016 + Penalty 5708.955617 = -19102863.920398
  nChanged 33
		SP:Iteration 29Q (21338.020000 sec): 3 clusters
  Score: Raw -19108594.988557 + Penalty 5708.955617 = -19102886.032940
  nChanged 21
		SP:Iteration 30Q (21338.900000 sec): 3 clusters
  Score: Raw -19108608.469664 + Penalty 5708.955617 = -19102899.514046
  nChanged 22
		SP:Iteration 31Q (21339.660000 sec): 3 clusters
  Score: Raw -19108621.669845 + Penalty 5708.955617 = -19102912.714228
  nChanged 20
		SP:Iteration 32Q (21340.400000 sec): 3 clusters
  Score: Raw -19108633.653051 + Penalty 5708.955617 = -19102924.697433
  nChanged 23
		SP:Iteration 33Q (21341.240000 sec): 3 clusters
  Score: Raw -19108651.146437 + Penalty 5708.955617 = -19102942.190819
  nChanged 22
		SP:Iteration 34Q (21342.020000 sec): 3 clusters
  Score: Raw -19108667.889579 + Penalty 5708.955617 = -19102958.933961
  nChanged 18
		SP:Iteration 35Q (21342.830000 sec): 3 clusters
  Score: Raw -19108679.127970 + Penalty 5708.955617 = -19102970.172353
  nChanged 20
		SP:Iteration 36Q (21343.600000 sec): 3 clusters
  Score: Raw -19108693.203912 + Penalty 5708.955617 = -19102984.248294
  nChanged 20
		SP:Iteration 37Q (21344.370000 sec): 3 clusters
  Score: Raw -19108706.564676 + Penalty 5708.955617 = -19102997.609059
  nChanged 17
		SP:Iteration 38Q (21345.130000 sec): 3 clusters
  Score: Raw -19108719.768030 + Penalty 5708.955617 = -19103010.812412
  nChanged 16
		SP:Iteration 39Q (21345.910000 sec): 3 clusters
  Score: Raw -19108731.541268 + Penalty 5708.955617 = -19103022.585651
  nChanged 13
		SP:Iteration 40F (21346.690000 sec): 3 clusters
  Score: Raw -19108738.869769 + Penalty 5708.955617 = -19103029.914151
  nChanged 15
		SP:Iteration 41Q (21347.480000 sec): 3 clusters
  Score: Raw -19108750.426795 + Penalty 5708.955617 = -19103041.471178
  nChanged 16
		SP:Iteration 42Q (21348.220000 sec): 3 clusters
  Score: Raw -19108764.303937 + Penalty 5708.955617 = -19103055.348320
  nChanged 21
		SP:Iteration 43Q (21348.910000 sec): 3 clusters
  Score: Raw -19108782.899356 + Penalty 5708.955617 = -19103073.943739
  nChanged 22
		SP:Iteration 44Q (21349.740000 sec): 3 clusters
  Score: Raw -19108801.870631 + Penalty 5708.955617 = -19103092.915013
  nChanged 23
		SP:Iteration 45Q (21350.470000 sec): 3 clusters
  Score: Raw -19108820.020755 + Penalty 5708.955617 = -19103111.065138
  nChanged 19
		SP:Iteration 46Q (21351.150000 sec): 3 clusters
  Score: Raw -19108834.123450 + Penalty 5708.955617 = -19103125.167833
  nChanged 19
		SP:Iteration 47Q (21351.880000 sec): 3 clusters
  Score: Raw -19108848.790545 + Penalty 5708.955617 = -19103139.834928
  nChanged 17
		SP:Iteration 48Q (21352.550000 sec): 3 clusters
  Score: Raw -19108860.758736 + Penalty 5708.955617 = -19103151.803119
  nChanged 15
		SP:Iteration 49Q (21353.270000 sec): 3 clusters
  Score: Raw -19108871.168306 + Penalty 5708.955617 = -19103162.212688
  nChanged 16
		SP:Iteration 50Q (21353.990000 sec): 3 clusters
  Score: Raw -19108879.406195 + Penalty 5708.955617 = -19103170.450578
  nChanged 10
		SP:Iteration 51Q (21354.750000 sec): 3 clusters
  Score: Raw -19108885.657836 + Penalty 5708.955617 = -19103176.702219
  nChanged 5
		SP:Iteration 52Q (21355.510000 sec): 3 clusters
  Score: Raw -19108888.386025 + Penalty 5708.955617 = -19103179.430407
  nChanged 4
		SP:Iteration 53Q (21356.200000 sec): 3 clusters
  Score: Raw -19108890.298697 + Penalty 5708.955617 = -19103181.343080
  nChanged 1
		SP:Iteration 54Q (21357.020000 sec): 3 clusters
  Score: Raw -19108891.026520 + Penalty 5708.955617 = -19103182.070902
  nChanged 2
		SP:Iteration 55Q (21357.760000 sec): 3 clusters
  Score: Raw -19108892.430012 + Penalty 5708.955617 = -19103183.474395
  nChanged 3
		SP:Iteration 56Q (21358.530000 sec): 3 clusters
  Score: Raw -19108894.186263 + Penalty 5708.955617 = -19103185.230646
  nChanged 1
		SP:Iteration 57Q (21359.320000 sec): 3 clusters
  Score: Raw -19108894.557434 + Penalty 5708.955617 = -19103185.601817
  nChanged 0
		SP:Iteration 58F (21360.120000 sec): 3 clusters
  Score: Raw -19108894.557434 + Penalty 5708.955617 = -19103185.601817
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21360.240000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21360.410000 sec): 3 clusters
  Score: Raw -50662.891082 + Penalty 2829.076107 = -47833.814974
  nChanged 25
		SP:Iteration 1F (21360.570000 sec): 3 clusters
  Score: Raw -50753.884332 + Penalty 2829.076107 = -47924.808225
  nChanged 5
		SP:Iteration 2Q (21360.740000 sec): 3 clusters
  Score: Raw -50786.292289 + Penalty 2829.076107 = -47957.216181
  nChanged 7
		SP:Iteration 3Q (21360.900000 sec): 3 clusters
  Score: Raw -50829.158487 + Penalty 2829.076107 = -48000.082380
  nChanged 4
		SP:Iteration 4Q (21361.060000 sec): 3 clusters
  Score: Raw -50846.782605 + Penalty 2829.076107 = -48017.706498
  nChanged 1
		SP:Iteration 5Q (21361.230000 sec): 3 clusters
  Score: Raw -50848.868230 + Penalty 2829.076107 = -48019.792122
  nChanged 0
		SP:Iteration 6F (21361.390000 sec): 3 clusters
  Score: Raw -50848.868230 + Penalty 2829.076107 = -48019.792122
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21361.470000 sec): 2 clusters
  Score: Raw -27221.855790 + Penalty 1286.471680 = -25935.384110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21361.640000 sec): 3 clusters
  Score: Raw -27501.730214 + Penalty 2572.943360 = -24928.786855
  nChanged 20
		SP:Iteration 1F (21361.800000 sec): 3 clusters
  Score: Raw -27602.708401 + Penalty 2572.943360 = -25029.765041
  nChanged 7
		SP:Iteration 2Q (21361.960000 sec): 3 clusters
  Score: Raw -27636.403825 + Penalty 2572.943360 = -25063.460465
  nChanged 3
		SP:Iteration 3Q (21362.130000 sec): 3 clusters
  Score: Raw -27653.271629 + Penalty 2572.943360 = -25080.328270
  nChanged 0
		SP:Iteration 4F (21362.280000 sec): 3 clusters
  Score: Raw -27653.271629 + Penalty 2572.943360 = -25080.328270
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21362.360000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21362.530000 sec): 3 clusters
  Score: Raw -48012.665312 + Penalty 2810.547637 = -45202.117675
  nChanged 34
		SP:Iteration 1F (21362.730000 sec): 3 clusters
  Score: Raw -48112.209137 + Penalty 2810.547637 = -45301.661499
  nChanged 5
		SP:Iteration 2Q (21362.920000 sec): 3 clusters
  Score: Raw -48132.991593 + Penalty 2810.547637 = -45322.443956
  nChanged 2
		SP:Iteration 3Q (21363.110000 sec): 3 clusters
  Score: Raw -48141.091139 + Penalty 2810.547637 = -45330.543502
  nChanged 1
		SP:Iteration 4Q (21363.240000 sec): 3 clusters
  Score: Raw -48142.491197 + Penalty 2810.547637 = -45331.943560
  nChanged 0
		SP:Iteration 5F (21363.440000 sec): 3 clusters
  Score: Raw -48142.491197 + Penalty 2810.547637 = -45331.943560
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21363.520000 sec): 2 clusters
  Score: Raw -152125.628340 + Penalty 1692.983215 = -150432.645125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21363.730000 sec): 3 clusters
  Score: Raw -152028.086948 + Penalty 3385.966431 = -148642.120517
  nChanged 243
		SP:Iteration 1F (21363.930000 sec): 3 clusters
  Score: Raw -152321.230244 + Penalty 3385.966431 = -148935.263814
  nChanged 61
		SP:Iteration 2F (21364.010000 sec): 3 clusters
  Score: Raw -152482.050080 + Penalty 3385.966431 = -149096.083649
  nChanged 74
		SP:Iteration 3F (21364.140000 sec): 3 clusters
  Score: Raw -152687.539054 + Penalty 3385.966431 = -149301.572623
  nChanged 76
		SP:Iteration 4F (21364.220000 sec): 3 clusters
  Score: Raw -152937.773449 + Penalty 3385.966431 = -149551.807018
  nChanged 53
		SP:Iteration 5F (21364.390000 sec): 3 clusters
  Score: Raw -153143.890187 + Penalty 3385.966431 = -149757.923756
  nChanged 30
		SP:Iteration 6Q (21364.590000 sec): 3 clusters
  Score: Raw -153296.022247 + Penalty 3385.966431 = -149910.055816
  nChanged 36
		SP:Iteration 7Q (21364.740000 sec): 3 clusters
  Score: Raw -153455.683228 + Penalty 3385.966431 = -150069.716798
  nChanged 32
		SP:Iteration 8Q (21364.910000 sec): 3 clusters
  Score: Raw -153558.648450 + Penalty 3385.966431 = -150172.682020
  nChanged 24
		SP:Iteration 9Q (21365.130000 sec): 3 clusters
  Score: Raw -153625.774560 + Penalty 3385.966431 = -150239.808130
  nChanged 16
		SP:Iteration 10Q (21365.250000 sec): 3 clusters
  Score: Raw -153671.927043 + Penalty 3385.966431 = -150285.960612
  nChanged 16
		SP:Iteration 11Q (21365.470000 sec): 3 clusters
  Score: Raw -153727.225615 + Penalty 3385.966431 = -150341.259184
  nChanged 10
		SP:Iteration 12Q (21365.630000 sec): 3 clusters
  Score: Raw -153762.638577 + Penalty 3385.966431 = -150376.672146
  nChanged 14
		SP:Iteration 13Q (21365.760000 sec): 3 clusters
  Score: Raw -153799.465479 + Penalty 3385.966431 = -150413.499048
  nChanged 12
		SP:Iteration 14Q (21365.950000 sec): 3 clusters
  Score: Raw -153840.854203 + Penalty 3385.966431 = -150454.887772
  nChanged 16
		SP:Iteration 15Q (21366.140000 sec): 3 clusters
  Score: Raw -153902.800401 + Penalty 3385.966431 = -150516.833970
  nChanged 11
		SP:Iteration 16Q (21366.270000 sec): 3 clusters
  Score: Raw -153935.932277 + Penalty 3385.966431 = -150549.965846
  nChanged 13
		SP:Iteration 17Q (21366.460000 sec): 3 clusters
  Score: Raw -153968.825703 + Penalty 3385.966431 = -150582.859272
  nChanged 6
		SP:Iteration 18Q (21366.660000 sec): 3 clusters
  Score: Raw -153982.988972 + Penalty 3385.966431 = -150597.022541
  nChanged 3
		SP:Iteration 19Q (21366.790000 sec): 3 clusters
  Score: Raw -153988.224912 + Penalty 3385.966431 = -150602.258481
  nChanged 1
		SP:Iteration 20F (21366.990000 sec): 3 clusters
  Score: Raw -153989.060491 + Penalty 3385.966431 = -150603.094060
  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 3.86 GB.

 Trying to split cluster 32 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21367.110000 sec): 2 clusters
  Score: Raw -44326.406439 + Penalty 1460.441734 = -42865.964705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21367.200000 sec): 3 clusters
  Score: Raw -44468.759887 + Penalty 2920.883467 = -41547.876420
  nChanged 71
		SP:Iteration 1F (21367.350000 sec): 3 clusters
  Score: Raw -44638.337374 + Penalty 2920.883467 = -41717.453907
  nChanged 21
		SP:Iteration 2F (21367.490000 sec): 3 clusters
  Score: Raw -44710.262713 + Penalty 2920.883467 = -41789.379246
  nChanged 13
		SP:Iteration 3Q (21367.620000 sec): 3 clusters
  Score: Raw -44755.412448 + Penalty 2920.883467 = -41834.528980
  nChanged 6
		SP:Iteration 4Q (21367.760000 sec): 3 clusters
  Score: Raw -44770.173474 + Penalty 2920.883467 = -41849.290007
  nChanged 2
		SP:Iteration 5Q (21367.900000 sec): 3 clusters
  Score: Raw -44786.466753 + Penalty 2920.883467 = -41865.583286
  nChanged 2
		SP:Iteration 6Q (21368.030000 sec): 3 clusters
  Score: Raw -44792.205294 + Penalty 2920.883467 = -41871.321826
  nChanged 0
		SP:Iteration 7F (21368.160000 sec): 3 clusters
  Score: Raw -44792.205294 + Penalty 2920.883467 = -41871.321826
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21368.380000 sec): 2 clusters
  Score: Raw -2764514.907762 + Penalty 2402.562987 = -2762112.344775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21368.650000 sec): 3 clusters
  Score: Raw -2755309.104159 + Penalty 4805.125974 = -2750503.978185
  nChanged 7042
		SP:Iteration 1F (21368.960000 sec): 3 clusters
  Score: Raw -2758943.119170 + Penalty 4805.125974 = -2754137.993196
  nChanged 820
		SP:Iteration 2F (21369.220000 sec): 3 clusters
  Score: Raw -2759265.267054 + Penalty 4805.125974 = -2754460.141080
  nChanged 755
		SP:Iteration 3Q (21369.530000 sec): 3 clusters
  Score: Raw -2759577.455455 + Penalty 4805.125974 = -2754772.329482
  nChanged 723
		SP:Iteration 4Q (21369.860000 sec): 3 clusters
  Score: Raw -2759889.164485 + Penalty 4805.125974 = -2755084.038511
  nChanged 694
		SP:Iteration 5Q (21370.160000 sec): 3 clusters
  Score: Raw -2760204.127197 + Penalty 4805.125974 = -2755399.001223
  nChanged 669
		SP:Iteration 6Q (21370.460000 sec): 3 clusters
  Score: Raw -2760495.879068 + Penalty 4805.125974 = -2755690.753095
  nChanged 623
		SP:Iteration 7Q (21370.730000 sec): 3 clusters
  Score: Raw -2760754.814849 + Penalty 4805.125974 = -2755949.688876
  nChanged 577
		SP:Iteration 8Q (21371.070000 sec): 3 clusters
  Score: Raw -2760998.891153 + Penalty 4805.125974 = -2756193.765180
  nChanged 561
		SP:Iteration 9Q (21371.370000 sec): 3 clusters
  Score: Raw -2761270.392758 + Penalty 4805.125974 = -2756465.266784
  nChanged 584
		SP:Iteration 10Q (21371.680000 sec): 3 clusters
  Score: Raw -2761565.314486 + Penalty 4805.125974 = -2756760.188512
  nChanged 618
		SP:Iteration 11Q (21371.950000 sec): 3 clusters
  Score: Raw -2761902.007112 + Penalty 4805.125974 = -2757096.881138
  nChanged 643
		SP:Iteration 12Q (21372.250000 sec): 3 clusters
  Score: Raw -2762264.964954 + Penalty 4805.125974 = -2757459.838981
  nChanged 645
		SP:Iteration 13Q (21372.510000 sec): 3 clusters
  Score: Raw -2762629.027796 + Penalty 4805.125974 = -2757823.901822
  nChanged 598
		SP:Iteration 14Q (21372.820000 sec): 3 clusters
  Score: Raw -2763002.169309 + Penalty 4805.125974 = -2758197.043336
  nChanged 564
		SP:Iteration 15Q (21373.130000 sec): 3 clusters
  Score: Raw -2763365.536405 + Penalty 4805.125974 = -2758560.410431
  nChanged 481
		SP:Iteration 16Q (21373.500000 sec): 3 clusters
  Score: Raw -2763711.310104 + Penalty 4805.125974 = -2758906.184131
  nChanged 451
		SP:Iteration 17Q (21373.840000 sec): 3 clusters
  Score: Raw -2764045.864692 + Penalty 4805.125974 = -2759240.738718
  nChanged 390
		SP:Iteration 18Q (21374.120000 sec): 3 clusters
  Score: Raw -2764347.031022 + Penalty 4805.125974 = -2759541.905049
  nChanged 302
		SP:Iteration 19Q (21374.430000 sec): 3 clusters
  Score: Raw -2764576.726505 + Penalty 4805.125974 = -2759771.600531
  nChanged 244
		SP:Iteration 20F (21374.710000 sec): 3 clusters
  Score: Raw -2764773.820998 + Penalty 4805.125974 = -2759968.695024
  nChanged 175
		SP:Iteration 21Q (21374.950000 sec): 3 clusters
  Score: Raw -2764914.633400 + Penalty 4805.125974 = -2760109.507426
  nChanged 136
		SP:Iteration 22Q (21375.190000 sec): 3 clusters
  Score: Raw -2765019.692108 + Penalty 4805.125974 = -2760214.566134
  nChanged 100
		SP:Iteration 23Q (21375.490000 sec): 3 clusters
  Score: Raw -2765102.968600 + Penalty 4805.125974 = -2760297.842626
  nChanged 77
		SP:Iteration 24Q (21375.760000 sec): 3 clusters
  Score: Raw -2765163.435797 + Penalty 4805.125974 = -2760358.309823
  nChanged 57
		SP:Iteration 25Q (21376.080000 sec): 3 clusters
  Score: Raw -2765217.633366 + Penalty 4805.125974 = -2760412.507392
  nChanged 51
		SP:Iteration 26Q (21376.330000 sec): 3 clusters
  Score: Raw -2765257.897831 + Penalty 4805.125974 = -2760452.771857
  nChanged 31
		SP:Iteration 27Q (21376.550000 sec): 3 clusters
  Score: Raw -2765282.815456 + Penalty 4805.125974 = -2760477.689482
  nChanged 32
		SP:Iteration 28Q (21376.790000 sec): 3 clusters
  Score: Raw -2765310.518583 + Penalty 4805.125974 = -2760505.392609
  nChanged 25
		SP:Iteration 29Q (21377.050000 sec): 3 clusters
  Score: Raw -2765331.634396 + Penalty 4805.125974 = -2760526.508422
  nChanged 24
		SP:Iteration 30Q (21377.290000 sec): 3 clusters
  Score: Raw -2765349.383073 + Penalty 4805.125974 = -2760544.257099
  nChanged 19
		SP:Iteration 31Q (21377.530000 sec): 3 clusters
  Score: Raw -2765365.226818 + Penalty 4805.125974 = -2760560.100845
  nChanged 13
		SP:Iteration 32Q (21377.750000 sec): 3 clusters
  Score: Raw -2765373.187005 + Penalty 4805.125974 = -2760568.061031
  nChanged 9
		SP:Iteration 33Q (21378.020000 sec): 3 clusters
  Score: Raw -2765379.257980 + Penalty 4805.125974 = -2760574.132006
  nChanged 6
		SP:Iteration 34Q (21378.310000 sec): 3 clusters
  Score: Raw -2765382.056669 + Penalty 4805.125974 = -2760576.930695
  nChanged 3
		SP:Iteration 35Q (21378.570000 sec): 3 clusters
  Score: Raw -2765383.385447 + Penalty 4805.125974 = -2760578.259474
  nChanged 2
		SP:Iteration 36Q (21378.830000 sec): 3 clusters
  Score: Raw -2765386.401858 + Penalty 4805.125974 = -2760581.275884
  nChanged 3
		SP:Iteration 37Q (21379.100000 sec): 3 clusters
  Score: Raw -2765388.208737 + Penalty 4805.125974 = -2760583.082763
  nChanged 0
		SP:Iteration 38F (21379.400000 sec): 3 clusters
  Score: Raw -2765388.208737 + Penalty 4805.125974 = -2760583.082763
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21379.500000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21379.670000 sec): 3 clusters
  Score: Raw -19033.385356 + Penalty 2690.775209 = -16342.610147
  nChanged 27
		SP:Iteration 1F (21379.920000 sec): 3 clusters
  Score: Raw -19144.240006 + Penalty 2690.775209 = -16453.464798
  nChanged 16
		SP:Iteration 2F (21380.060000 sec): 3 clusters
  Score: Raw -19262.179101 + Penalty 2690.775209 = -16571.403893
  nChanged 11
		SP:Iteration 3Q (21380.260000 sec): 3 clusters
  Score: Raw -19312.807354 + Penalty 2690.775209 = -16622.032145
  nChanged 6
		SP:Iteration 4Q (21380.410000 sec): 3 clusters
  Score: Raw -19337.928567 + Penalty 2690.775209 = -16647.153358
  nChanged 7
		SP:Iteration 5Q (21380.530000 sec): 3 clusters
  Score: Raw -19388.891110 + Penalty 2690.775209 = -16698.115902
  nChanged 7
		SP:Iteration 6Q (21380.670000 sec): 3 clusters
  Score: Raw -19424.210424 + Penalty 2690.775209 = -16733.435215
  nChanged 4
		SP:Iteration 7Q (21380.800000 sec): 3 clusters
  Score: Raw -19456.736407 + Penalty 2690.775209 = -16765.961198
  nChanged 1
		SP:Iteration 8Q (21380.930000 sec): 3 clusters
  Score: Raw -19470.329324 + Penalty 2690.775209 = -16779.554116
  nChanged 2
		SP:Iteration 9Q (21381.070000 sec): 3 clusters
  Score: Raw -19495.719645 + Penalty 2690.775209 = -16804.944436
  nChanged 0
		SP:Iteration 10F (21381.190000 sec): 3 clusters
  Score: Raw -19495.719645 + Penalty 2690.775209 = -16804.944436
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21381.270000 sec): 2 clusters
  Score: Raw -27313.602593 + Penalty 1326.082668 = -25987.519925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21381.400000 sec): 3 clusters
  Score: Raw -27580.588372 + Penalty 2652.165335 = -24928.423037
  nChanged 26
		SP:Iteration 1F (21381.560000 sec): 3 clusters
  Score: Raw -27996.527758 + Penalty 2652.165335 = -25344.362422
  nChanged 16
		SP:Iteration 2F (21381.690000 sec): 3 clusters
  Score: Raw -28192.312608 + Penalty 2652.165335 = -25540.147273
  nChanged 10
		SP:Iteration 3Q (21381.830000 sec): 3 clusters
  Score: Raw -28276.575879 + Penalty 2652.165335 = -25624.410544
  nChanged 5
		SP:Iteration 4Q (21381.950000 sec): 3 clusters
  Score: Raw -28330.225838 + Penalty 2652.165335 = -25678.060502
  nChanged 1
		SP:Iteration 5Q (21382.140000 sec): 3 clusters
  Score: Raw -28334.105151 + Penalty 2652.165335 = -25681.939816
  nChanged 0
		SP:Iteration 6F (21382.280000 sec): 3 clusters
  Score: Raw -28334.105151 + Penalty 2652.165335 = -25681.939816
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21382.350000 sec): 2 clusters
  Score: Raw -17538.129091 + Penalty 1237.627282 = -16300.501810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21382.470000 sec): 3 clusters
  Score: Raw -17951.927073 + Penalty 2475.254563 = -15476.672510
  nChanged 20
		SP:Iteration 1F (21382.580000 sec): 3 clusters
  Score: Raw -18142.218267 + Penalty 2475.254563 = -15666.963704
  nChanged 5
		SP:Iteration 2Q (21382.720000 sec): 3 clusters
  Score: Raw -18264.516716 + Penalty 2475.254563 = -15789.262153
  nChanged 2
		SP:Iteration 3Q (21382.870000 sec): 3 clusters
  Score: Raw -18295.753189 + Penalty 2475.254563 = -15820.498626
  nChanged 5
		SP:Iteration 4Q (21383.010000 sec): 3 clusters
  Score: Raw -18371.693262 + Penalty 2475.254563 = -15896.438699
  nChanged 2
		SP:Iteration 5Q (21383.150000 sec): 3 clusters
  Score: Raw -18442.644920 + Penalty 2475.254563 = -15967.390357
  nChanged 1
		SP:Iteration 6Q (21383.330000 sec): 3 clusters
  Score: Raw -18445.979803 + Penalty 2475.254563 = -15970.725240
  nChanged 0
		SP:Iteration 7F (21383.470000 sec): 3 clusters
  Score: Raw -18445.979803 + Penalty 2475.254563 = -15970.725240
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21383.530000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21383.660000 sec): 3 clusters
  Score: Raw -72015.756369 + Penalty 2992.410766 = -69023.345603
  nChanged 67
		SP:Iteration 1F (21383.820000 sec): 3 clusters
  Score: Raw -72150.921431 + Penalty 2992.410766 = -69158.510665
  nChanged 8
		SP:Iteration 2Q (21384.000000 sec): 3 clusters
  Score: Raw -72168.116461 + Penalty 2992.410766 = -69175.705695
  nChanged 0
		SP:Iteration 3F (21384.170000 sec): 3 clusters
  Score: Raw -72168.116461 + Penalty 2992.410766 = -69175.705695
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21384.370000 sec): 2 clusters
  Score: Raw -3700563.305464 + Penalty 2469.601467 = -3698093.703997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21384.680000 sec): 3 clusters
  Score: Raw -3688280.983169 + Penalty 4939.202933 = -3683341.780236
  nChanged 9319
		SP:Iteration 1F (21384.960000 sec): 3 clusters
  Score: Raw -3693330.769758 + Penalty 4939.202933 = -3688391.566825
  nChanged 1177
		SP:Iteration 2F (21385.290000 sec): 3 clusters
  Score: Raw -3693790.223365 + Penalty 4939.202933 = -3688851.020432
  nChanged 1038
		SP:Iteration 3Q (21385.600000 sec): 3 clusters
  Score: Raw -3694197.590953 + Penalty 4939.202933 = -3689258.388020
  nChanged 914
		SP:Iteration 4Q (21385.970000 sec): 3 clusters
  Score: Raw -3694572.979313 + Penalty 4939.202933 = -3689633.776380
  nChanged 908
		SP:Iteration 5Q (21386.280000 sec): 3 clusters
  Score: Raw -3694982.055917 + Penalty 4939.202933 = -3690042.852984
  nChanged 869
		SP:Iteration 6Q (21386.630000 sec): 3 clusters
  Score: Raw -3695415.111353 + Penalty 4939.202933 = -3690475.908420
  nChanged 875
		SP:Iteration 7Q (21386.930000 sec): 3 clusters
  Score: Raw -3695928.196356 + Penalty 4939.202933 = -3690988.993423
  nChanged 923
		SP:Iteration 8Q (21387.280000 sec): 3 clusters
  Score: Raw -3696469.809802 + Penalty 4939.202933 = -3691530.606868
  nChanged 918
		SP:Iteration 9Q (21387.580000 sec): 3 clusters
  Score: Raw -3697021.078834 + Penalty 4939.202933 = -3692081.875900
  nChanged 927
		SP:Iteration 10Q (21387.960000 sec): 3 clusters
  Score: Raw -3697611.904570 + Penalty 4939.202933 = -3692672.701636
  nChanged 920
		SP:Iteration 11Q (21388.220000 sec): 3 clusters
  Score: Raw -3698214.962927 + Penalty 4939.202933 = -3693275.759993
  nChanged 859
		SP:Iteration 12Q (21388.530000 sec): 3 clusters
  Score: Raw -3698766.634416 + Penalty 4939.202933 = -3693827.431483
  nChanged 743
		SP:Iteration 13Q (21388.840000 sec): 3 clusters
  Score: Raw -3699252.188162 + Penalty 4939.202933 = -3694312.985229
  nChanged 658
		SP:Iteration 14Q (21389.140000 sec): 3 clusters
  Score: Raw -3699670.999195 + Penalty 4939.202933 = -3694731.796262
  nChanged 564
		SP:Iteration 15Q (21389.510000 sec): 3 clusters
  Score: Raw -3700054.846449 + Penalty 4939.202933 = -3695115.643516
  nChanged 433
		SP:Iteration 16Q (21389.850000 sec): 3 clusters
  Score: Raw -3700365.423323 + Penalty 4939.202933 = -3695426.220390
  nChanged 329
		SP:Iteration 17Q (21390.090000 sec): 3 clusters
  Score: Raw -3700601.160793 + Penalty 4939.202933 = -3695661.957859
  nChanged 260
		SP:Iteration 18Q (21390.410000 sec): 3 clusters
  Score: Raw -3700794.779122 + Penalty 4939.202933 = -3695855.576189
  nChanged 197
		SP:Iteration 19Q (21390.730000 sec): 3 clusters
  Score: Raw -3700945.044897 + Penalty 4939.202933 = -3696005.841964
  nChanged 128
		SP:Iteration 20F (21391.050000 sec): 3 clusters
  Score: Raw -3701042.952221 + Penalty 4939.202933 = -3696103.749288
  nChanged 105
		SP:Iteration 21Q (21391.320000 sec): 3 clusters
  Score: Raw -3701120.487129 + Penalty 4939.202933 = -3696181.284195
  nChanged 61
		SP:Iteration 22Q (21391.670000 sec): 3 clusters
  Score: Raw -3701165.602377 + Penalty 4939.202933 = -3696226.399443
  nChanged 41
		SP:Iteration 23Q (21392.030000 sec): 3 clusters
  Score: Raw -3701189.225729 + Penalty 4939.202933 = -3696250.022796
  nChanged 28
		SP:Iteration 24Q (21392.370000 sec): 3 clusters
  Score: Raw -3701210.260104 + Penalty 4939.202933 = -3696271.057171
  nChanged 26
		SP:Iteration 25Q (21392.660000 sec): 3 clusters
  Score: Raw -3701230.829048 + Penalty 4939.202933 = -3696291.626115
  nChanged 20
		SP:Iteration 26Q (21392.990000 sec): 3 clusters
  Score: Raw -3701242.010110 + Penalty 4939.202933 = -3696302.807177
  nChanged 15
		SP:Iteration 27Q (21393.290000 sec): 3 clusters
  Score: Raw -3701252.529779 + Penalty 4939.202933 = -3696313.326845
  nChanged 9
		SP:Iteration 28Q (21393.570000 sec): 3 clusters
  Score: Raw -3701258.301584 + Penalty 4939.202933 = -3696319.098650
  nChanged 11
		SP:Iteration 29Q (21393.880000 sec): 3 clusters
  Score: Raw -3701264.932257 + Penalty 4939.202933 = -3696325.729324
  nChanged 9
		SP:Iteration 30Q (21394.190000 sec): 3 clusters
  Score: Raw -3701270.594988 + Penalty 4939.202933 = -3696331.392054
  nChanged 6
		SP:Iteration 31Q (21394.500000 sec): 3 clusters
  Score: Raw -3701274.961776 + Penalty 4939.202933 = -3696335.758843
  nChanged 10
		SP:Iteration 32Q (21394.730000 sec): 3 clusters
  Score: Raw -3701281.420923 + Penalty 4939.202933 = -3696342.217990
  nChanged 7
		SP:Iteration 33Q (21395.050000 sec): 3 clusters
  Score: Raw -3701285.698601 + Penalty 4939.202933 = -3696346.495667
  nChanged 11
		SP:Iteration 34Q (21395.340000 sec): 3 clusters
  Score: Raw -3701295.336283 + Penalty 4939.202933 = -3696356.133350
  nChanged 14
		SP:Iteration 35Q (21395.650000 sec): 3 clusters
  Score: Raw -3701307.489495 + Penalty 4939.202933 = -3696368.286562
  nChanged 10
		SP:Iteration 36Q (21395.970000 sec): 3 clusters
  Score: Raw -3701313.448268 + Penalty 4939.202933 = -3696374.245335
  nChanged 8
		SP:Iteration 37Q (21396.270000 sec): 3 clusters
  Score: Raw -3701317.061617 + Penalty 4939.202933 = -3696377.858684
  nChanged 4
		SP:Iteration 38Q (21396.590000 sec): 3 clusters
  Score: Raw -3701318.975570 + Penalty 4939.202933 = -3696379.772637
  nChanged 5
		SP:Iteration 39Q (21396.860000 sec): 3 clusters
  Score: Raw -3701322.228617 + Penalty 4939.202933 = -3696383.025684
  nChanged 0
		SP:Iteration 40F (21397.170000 sec): 3 clusters
  Score: Raw -3701322.228617 + Penalty 4939.202933 = -3696383.025684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21397.290000 sec): 2 clusters
  Score: Raw -38496.522582 + Penalty 1372.280593 = -37124.241988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21397.470000 sec): 3 clusters
  Score: Raw -38663.651206 + Penalty 2744.561186 = -35919.090020
  nChanged 30
		SP:Iteration 1F (21397.600000 sec): 3 clusters
  Score: Raw -38780.540580 + Penalty 2744.561186 = -36035.979393
  nChanged 7
		SP:Iteration 2Q (21397.760000 sec): 3 clusters
  Score: Raw -38804.990965 + Penalty 2744.561186 = -36060.429779
  nChanged 3
		SP:Iteration 3Q (21397.920000 sec): 3 clusters
  Score: Raw -38831.338350 + Penalty 2744.561186 = -36086.777163
  nChanged 4
		SP:Iteration 4Q (21398.110000 sec): 3 clusters
  Score: Raw -38861.546243 + Penalty 2744.561186 = -36116.985057
  nChanged 0
		SP:Iteration 5F (21398.310000 sec): 3 clusters
  Score: Raw -38862.483293 + Penalty 2744.561186 = -36117.922107
  nChanged 1
		SP:Iteration 6Q (21398.490000 sec): 3 clusters
  Score: Raw -38878.662139 + Penalty 2744.561186 = -36134.100953
  nChanged 2
		SP:Iteration 7Q (21398.680000 sec): 3 clusters
  Score: Raw -38891.047107 + Penalty 2744.561186 = -36146.485920
  nChanged 4
		SP:Iteration 8Q (21398.780000 sec): 3 clusters
  Score: Raw -38913.519044 + Penalty 2744.561186 = -36168.957857
  nChanged 0
		SP:Iteration 9F (21398.900000 sec): 3 clusters
  Score: Raw -38913.519044 + Penalty 2744.561186 = -36168.957857
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21398.990000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21399.170000 sec): 3 clusters
  Score: Raw -110446.299747 + Penalty 3200.216281 = -107246.083466
  nChanged 135
		SP:Iteration 1F (21399.370000 sec): 3 clusters
  Score: Raw -110660.505974 + Penalty 3200.216281 = -107460.289693
  nChanged 27
		SP:Iteration 2Q (21399.570000 sec): 3 clusters
  Score: Raw -110706.404842 + Penalty 3200.216281 = -107506.188561
  nChanged 12
		SP:Iteration 3Q (21399.700000 sec): 3 clusters
  Score: Raw -110732.005431 + Penalty 3200.216281 = -107531.789150
  nChanged 12
		SP:Iteration 4Q (21399.900000 sec): 3 clusters
  Score: Raw -110758.906066 + Penalty 3200.216281 = -107558.689785
  nChanged 8
		SP:Iteration 5Q (21400.100000 sec): 3 clusters
  Score: Raw -110782.331315 + Penalty 3200.216281 = -107582.115034
  nChanged 11
		SP:Iteration 6Q (21400.280000 sec): 3 clusters
  Score: Raw -110824.050078 + Penalty 3200.216281 = -107623.833796
  nChanged 8
		SP:Iteration 7Q (21400.450000 sec): 3 clusters
  Score: Raw -110852.436240 + Penalty 3200.216281 = -107652.219958
  nChanged 7
		SP:Iteration 8Q (21400.630000 sec): 3 clusters
  Score: Raw -110869.383280 + Penalty 3200.216281 = -107669.166999
  nChanged 2
		SP:Iteration 9Q (21400.800000 sec): 3 clusters
  Score: Raw -110876.942371 + Penalty 3200.216281 = -107676.726089
  nChanged 2
		SP:Iteration 10Q (21400.980000 sec): 3 clusters
  Score: Raw -110879.486117 + Penalty 3200.216281 = -107679.269835
  nChanged 1
		SP:Iteration 11Q (21401.150000 sec): 3 clusters
  Score: Raw -110881.187333 + Penalty 3200.216281 = -107680.971052
  nChanged 1
		SP:Iteration 12Q (21401.270000 sec): 3 clusters
  Score: Raw -110882.137172 + Penalty 3200.216281 = -107681.920891
  nChanged 0
		SP:Iteration 13F (21401.430000 sec): 3 clusters
  Score: Raw -110882.137172 + Penalty 3200.216281 = -107681.920891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21401.510000 sec): 2 clusters
  Score: Raw -70628.731617 + Penalty 1579.735444 = -69048.996173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21401.680000 sec): 3 clusters
  Score: Raw -70669.360526 + Penalty 3159.470887 = -67509.889638
  nChanged 137
		SP:Iteration 1F (21401.790000 sec): 3 clusters
  Score: Raw -71011.101405 + Penalty 3159.470887 = -67851.630518
  nChanged 51
		SP:Iteration 2F (21401.930000 sec): 3 clusters
  Score: Raw -71133.026305 + Penalty 3159.470887 = -67973.555418
  nChanged 23
		SP:Iteration 3Q (21402.090000 sec): 3 clusters
  Score: Raw -71182.669024 + Penalty 3159.470887 = -68023.198136
  nChanged 12
		SP:Iteration 4Q (21402.340000 sec): 3 clusters
  Score: Raw -71225.260671 + Penalty 3159.470887 = -68065.789784
  nChanged 13
		SP:Iteration 5Q (21402.510000 sec): 3 clusters
  Score: Raw -71295.166468 + Penalty 3159.470887 = -68135.695580
  nChanged 21
		SP:Iteration 6Q (21402.660000 sec): 3 clusters
  Score: Raw -71372.091445 + Penalty 3159.470887 = -68212.620557
  nChanged 13
		SP:Iteration 7Q (21402.830000 sec): 3 clusters
  Score: Raw -71432.318166 + Penalty 3159.470887 = -68272.847278
  nChanged 12
		SP:Iteration 8Q (21403.000000 sec): 3 clusters
  Score: Raw -71470.971783 + Penalty 3159.470887 = -68311.500896
  nChanged 9
		SP:Iteration 9Q (21403.120000 sec): 3 clusters
  Score: Raw -71497.631439 + Penalty 3159.470887 = -68338.160552
  nChanged 7
		SP:Iteration 10Q (21403.310000 sec): 3 clusters
  Score: Raw -71517.971863 + Penalty 3159.470887 = -68358.500975
  nChanged 8
		SP:Iteration 11Q (21403.440000 sec): 3 clusters
  Score: Raw -71561.347187 + Penalty 3159.470887 = -68401.876299
  nChanged 12
		SP:Iteration 12Q (21403.620000 sec): 3 clusters
  Score: Raw -71597.989806 + Penalty 3159.470887 = -68438.518919
  nChanged 5
		SP:Iteration 13Q (21403.720000 sec): 3 clusters
  Score: Raw -71612.983767 + Penalty 3159.470887 = -68453.512879
  nChanged 4
		SP:Iteration 14Q (21403.850000 sec): 3 clusters
  Score: Raw -71617.401523 + Penalty 3159.470887 = -68457.930636
  nChanged 1
		SP:Iteration 15Q (21404.090000 sec): 3 clusters
  Score: Raw -71617.689847 + Penalty 3159.470887 = -68458.218960
  nChanged 0
		SP:Iteration 16F (21404.260000 sec): 3 clusters
  Score: Raw -71617.689847 + Penalty 3159.470887 = -68458.218960
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21404.380000 sec): 2 clusters
  Score: Raw -29094.900373 + Penalty 1313.982707 = -27780.917666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21404.510000 sec): 3 clusters
  Score: Raw -29303.872184 + Penalty 2627.965414 = -26675.906771
  nChanged 13
		SP:Iteration 1F (21404.690000 sec): 3 clusters
  Score: Raw -29353.029386 + Penalty 2627.965414 = -26725.063972
  nChanged 3
		SP:Iteration 2Q (21404.860000 sec): 3 clusters
  Score: Raw -29365.052368 + Penalty 2627.965414 = -26737.086955
  nChanged 2
		SP:Iteration 3Q (21405.070000 sec): 3 clusters
  Score: Raw -29380.762809 + Penalty 2627.965414 = -26752.797395
  nChanged 1
		SP:Iteration 4Q (21405.280000 sec): 3 clusters
  Score: Raw -29389.174888 + Penalty 2627.965414 = -26761.209474
  nChanged 0
		SP:Iteration 5F (21405.450000 sec): 3 clusters
  Score: Raw -29389.174888 + Penalty 2627.965414 = -26761.209474
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21405.570000 sec): 2 clusters
  Score: Raw -252437.911138 + Penalty 1823.564316 = -250614.346822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21405.780000 sec): 3 clusters
  Score: Raw -252022.649265 + Penalty 3647.128633 = -248375.520632
  nChanged 464
		SP:Iteration 1F (21405.940000 sec): 3 clusters
  Score: Raw -252655.797939 + Penalty 3647.128633 = -249008.669307
  nChanged 127
		SP:Iteration 2F (21406.180000 sec): 3 clusters
  Score: Raw -252906.452745 + Penalty 3647.128633 = -249259.324113
  nChanged 92
		SP:Iteration 3F (21406.350000 sec): 3 clusters
  Score: Raw -253097.415570 + Penalty 3647.128633 = -249450.286938
  nChanged 80
		SP:Iteration 4F (21406.490000 sec): 3 clusters
  Score: Raw -253257.642907 + Penalty 3647.128633 = -249610.514275
  nChanged 65
		SP:Iteration 5Q (21406.650000 sec): 3 clusters
  Score: Raw -253418.377488 + Penalty 3647.128633 = -249771.248856
  nChanged 64
		SP:Iteration 6Q (21406.820000 sec): 3 clusters
  Score: Raw -253630.015351 + Penalty 3647.128633 = -249982.886719
  nChanged 66
		SP:Iteration 7Q (21406.950000 sec): 3 clusters
  Score: Raw -253766.783103 + Penalty 3647.128633 = -250119.654470
  nChanged 44
		SP:Iteration 8Q (21407.140000 sec): 3 clusters
  Score: Raw -253841.595794 + Penalty 3647.128633 = -250194.467161
  nChanged 34
		SP:Iteration 9Q (21407.280000 sec): 3 clusters
  Score: Raw -253904.588528 + Penalty 3647.128633 = -250257.459895
  nChanged 29
		SP:Iteration 10Q (21407.420000 sec): 3 clusters
  Score: Raw -253953.985124 + Penalty 3647.128633 = -250306.856492
  nChanged 21
		SP:Iteration 11Q (21407.560000 sec): 3 clusters
  Score: Raw -253983.361500 + Penalty 3647.128633 = -250336.232868
  nChanged 15
		SP:Iteration 12Q (21407.660000 sec): 3 clusters
  Score: Raw -254002.684260 + Penalty 3647.128633 = -250355.555628
  nChanged 12
		SP:Iteration 13Q (21407.790000 sec): 3 clusters
  Score: Raw -254019.102119 + Penalty 3647.128633 = -250371.973486
  nChanged 8
		SP:Iteration 14Q (21407.960000 sec): 3 clusters
  Score: Raw -254038.077040 + Penalty 3647.128633 = -250390.948408
  nChanged 6
		SP:Iteration 15Q (21408.090000 sec): 3 clusters
  Score: Raw -254044.632032 + Penalty 3647.128633 = -250397.503400
  nChanged 6
		SP:Iteration 16Q (21408.190000 sec): 3 clusters
  Score: Raw -254056.236015 + Penalty 3647.128633 = -250409.107383
  nChanged 5
		SP:Iteration 17Q (21408.320000 sec): 3 clusters
  Score: Raw -254063.160948 + Penalty 3647.128633 = -250416.032316
  nChanged 6
		SP:Iteration 18Q (21408.490000 sec): 3 clusters
  Score: Raw -254088.955120 + Penalty 3647.128633 = -250441.826488
  nChanged 5
		SP:Iteration 19Q (21408.670000 sec): 3 clusters
  Score: Raw -254096.452567 + Penalty 3647.128633 = -250449.323935
  nChanged 5
		SP:Iteration 20F (21408.800000 sec): 3 clusters
  Score: Raw -254099.922671 + Penalty 3647.128633 = -250452.794038
  nChanged 2
		SP:Iteration 21Q (21409.010000 sec): 3 clusters
  Score: Raw -254104.663155 + Penalty 3647.128633 = -250457.534523
  nChanged 4
		SP:Iteration 22Q (21409.190000 sec): 3 clusters
  Score: Raw -254113.715632 + Penalty 3647.128633 = -250466.587000
  nChanged 6
		SP:Iteration 23Q (21409.390000 sec): 3 clusters
  Score: Raw -254120.058695 + Penalty 3647.128633 = -250472.930063
  nChanged 2
		SP:Iteration 24Q (21409.590000 sec): 3 clusters
  Score: Raw -254124.237355 + Penalty 3647.128633 = -250477.108722
  nChanged 3
		SP:Iteration 25Q (21409.720000 sec): 3 clusters
  Score: Raw -254126.789933 + Penalty 3647.128633 = -250479.661300
  nChanged 1
		SP:Iteration 26Q (21409.880000 sec): 3 clusters
  Score: Raw -254127.801614 + Penalty 3647.128633 = -250480.672981
  nChanged 0
		SP:Iteration 27F (21410.040000 sec): 3 clusters
  Score: Raw -254127.801614 + Penalty 3647.128633 = -250480.672981
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21410.120000 sec): 2 clusters
  Score: Raw -163487.130539 + Penalty 1705.824964 = -161781.305575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21410.280000 sec): 3 clusters
  Score: Raw -163296.638801 + Penalty 3411.649928 = -159884.988873
  nChanged 247
		SP:Iteration 1F (21410.450000 sec): 3 clusters
  Score: Raw -163594.712460 + Penalty 3411.649928 = -160183.062532
  nChanged 67
		SP:Iteration 2F (21410.610000 sec): 3 clusters
  Score: Raw -163704.284558 + Penalty 3411.649928 = -160292.634630
  nChanged 45
		SP:Iteration 3Q (21410.780000 sec): 3 clusters
  Score: Raw -163795.196761 + Penalty 3411.649928 = -160383.546833
  nChanged 36
		SP:Iteration 4Q (21410.940000 sec): 3 clusters
  Score: Raw -163858.029152 + Penalty 3411.649928 = -160446.379224
  nChanged 16
		SP:Iteration 5Q (21411.100000 sec): 3 clusters
  Score: Raw -163892.149192 + Penalty 3411.649928 = -160480.499263
  nChanged 17
		SP:Iteration 6Q (21411.260000 sec): 3 clusters
  Score: Raw -163915.235906 + Penalty 3411.649928 = -160503.585978
  nChanged 9
		SP:Iteration 7Q (21411.420000 sec): 3 clusters
  Score: Raw -163934.070407 + Penalty 3411.649928 = -160522.420479
  nChanged 10
		SP:Iteration 8Q (21411.590000 sec): 3 clusters
  Score: Raw -163953.228938 + Penalty 3411.649928 = -160541.579010
  nChanged 9
		SP:Iteration 9Q (21411.750000 sec): 3 clusters
  Score: Raw -163966.440197 + Penalty 3411.649928 = -160554.790269
  nChanged 4
		SP:Iteration 10Q (21411.950000 sec): 3 clusters
  Score: Raw -163972.735212 + Penalty 3411.649928 = -160561.085284
  nChanged 2
		SP:Iteration 11Q (21412.130000 sec): 3 clusters
  Score: Raw -163975.060452 + Penalty 3411.649928 = -160563.410524
  nChanged 2
		SP:Iteration 12Q (21412.290000 sec): 3 clusters
  Score: Raw -163976.323489 + Penalty 3411.649928 = -160564.673561
  nChanged 2
		SP:Iteration 13Q (21412.450000 sec): 3 clusters
  Score: Raw -163980.337740 + Penalty 3411.649928 = -160568.687812
  nChanged 2
		SP:Iteration 14Q (21412.620000 sec): 3 clusters
  Score: Raw -163982.419914 + Penalty 3411.649928 = -160570.769985
  nChanged 3
		SP:Iteration 15Q (21412.780000 sec): 3 clusters
  Score: Raw -163985.206968 + Penalty 3411.649928 = -160573.557040
  nChanged 1
		SP:Iteration 16Q (21412.940000 sec): 3 clusters
  Score: Raw -163986.984100 + Penalty 3411.649928 = -160575.334172
  nChanged 2
		SP:Iteration 17Q (21413.090000 sec): 3 clusters
  Score: Raw -163992.271665 + Penalty 3411.649928 = -160580.621736
  nChanged 4
		SP:Iteration 18Q (21413.260000 sec): 3 clusters
  Score: Raw -163997.810745 + Penalty 3411.649928 = -160586.160817
  nChanged 4
		SP:Iteration 19Q (21413.350000 sec): 3 clusters
  Score: Raw -164004.341199 + Penalty 3411.649928 = -160592.691271
  nChanged 6
		SP:Iteration 20F (21413.530000 sec): 3 clusters
  Score: Raw -164015.244029 + Penalty 3411.649928 = -160603.594101
  nChanged 8
		SP:Iteration 21Q (21413.660000 sec): 3 clusters
  Score: Raw -164026.825176 + Penalty 3411.649928 = -160615.175248
  nChanged 5
		SP:Iteration 22Q (21413.800000 sec): 3 clusters
  Score: Raw -164033.518898 + Penalty 3411.649928 = -160621.868969
  nChanged 1
		SP:Iteration 23Q (21413.930000 sec): 3 clusters
  Score: Raw -164034.075309 + Penalty 3411.649928 = -160622.425380
  nChanged 2
		SP:Iteration 24Q (21414.100000 sec): 3 clusters
  Score: Raw -164036.206084 + Penalty 3411.649928 = -160624.556156
  nChanged 2
		SP:Iteration 25Q (21414.240000 sec): 3 clusters
  Score: Raw -164041.957672 + Penalty 3411.649928 = -160630.307743
  nChanged 4
		SP:Iteration 26Q (21414.400000 sec): 3 clusters
  Score: Raw -164047.941754 + Penalty 3411.649928 = -160636.291826
  nChanged 3
		SP:Iteration 27Q (21414.560000 sec): 3 clusters
  Score: Raw -164052.620622 + Penalty 3411.649928 = -160640.970693
  nChanged 2
		SP:Iteration 28Q (21414.720000 sec): 3 clusters
  Score: Raw -164055.982929 + Penalty 3411.649928 = -160644.333000
  nChanged 2
		SP:Iteration 29Q (21414.900000 sec): 3 clusters
  Score: Raw -164058.107346 + Penalty 3411.649928 = -160646.457418
  nChanged 1
		SP:Iteration 30Q (21415.070000 sec): 3 clusters
  Score: Raw -164059.008864 + Penalty 3411.649928 = -160647.358936
  nChanged 1
		SP:Iteration 31Q (21415.210000 sec): 3 clusters
  Score: Raw -164059.636793 + Penalty 3411.649928 = -160647.986865
  nChanged 0
		SP:Iteration 32F (21415.320000 sec): 3 clusters
  Score: Raw -164059.636793 + Penalty 3411.649928 = -160647.986865
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21415.430000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21415.500000 sec): 3 clusters
  Score: Raw -76353.749017 + Penalty 3063.230166 = -73290.518851
  nChanged 81
		SP:Iteration 1F (21415.590000 sec): 3 clusters
  Score: Raw -76559.712671 + Penalty 3063.230166 = -73496.482505
  nChanged 23
		SP:Iteration 2Q (21415.780000 sec): 3 clusters
  Score: Raw -76630.174661 + Penalty 3063.230166 = -73566.944496
  nChanged 13
		SP:Iteration 3Q (21415.870000 sec): 3 clusters
  Score: Raw -76678.184335 + Penalty 3063.230166 = -73614.954169
  nChanged 6
		SP:Iteration 4Q (21416.010000 sec): 3 clusters
  Score: Raw -76694.456782 + Penalty 3063.230166 = -73631.226616
  nChanged 5
		SP:Iteration 5Q (21416.130000 sec): 3 clusters
  Score: Raw -76705.448669 + Penalty 3063.230166 = -73642.218503
  nChanged 1
		SP:Iteration 6Q (21416.260000 sec): 3 clusters
  Score: Raw -76707.160689 + Penalty 3063.230166 = -73643.930523
  nChanged 0
		SP:Iteration 7F (21416.400000 sec): 3 clusters
  Score: Raw -76707.160689 + Penalty 3063.230166 = -73643.930523
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21416.460000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21416.610000 sec): 3 clusters
  Score: Raw -38346.122059 + Penalty 2736.656637 = -35609.465422
  nChanged 22
		SP:Iteration 1F (21416.760000 sec): 3 clusters
  Score: Raw -38443.095103 + Penalty 2736.656637 = -35706.438466
  nChanged 8
		SP:Iteration 2Q (21416.890000 sec): 3 clusters
  Score: Raw -38493.855754 + Penalty 2736.656637 = -35757.199117
  nChanged 4
		SP:Iteration 3Q (21417.020000 sec): 3 clusters
  Score: Raw -38511.504889 + Penalty 2736.656637 = -35774.848253
  nChanged 4
		SP:Iteration 4Q (21417.210000 sec): 3 clusters
  Score: Raw -38527.560122 + Penalty 2736.656637 = -35790.903486
  nChanged 3
		SP:Iteration 5Q (21417.360000 sec): 3 clusters
  Score: Raw -38555.139561 + Penalty 2736.656637 = -35818.482925
  nChanged 4
		SP:Iteration 6Q (21417.510000 sec): 3 clusters
  Score: Raw -38585.823273 + Penalty 2736.656637 = -35849.166636
  nChanged 3
		SP:Iteration 7Q (21417.700000 sec): 3 clusters
  Score: Raw -38603.728946 + Penalty 2736.656637 = -35867.072309
  nChanged 0
		SP:Iteration 8F (21417.870000 sec): 3 clusters
  Score: Raw -38603.728946 + Penalty 2736.656637 = -35867.072309
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21417.970000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21418.170000 sec): 3 clusters
  Score: Raw -39849.192783 + Penalty 2769.414169 = -37079.778614
  nChanged 31
		SP:Iteration 1F (21418.350000 sec): 3 clusters
  Score: Raw -39952.585470 + Penalty 2769.414169 = -37183.171301
  nChanged 11
		SP:Iteration 2Q (21418.520000 sec): 3 clusters
  Score: Raw -40001.044879 + Penalty 2769.414169 = -37231.630709
  nChanged 5
		SP:Iteration 3Q (21418.780000 sec): 3 clusters
  Score: Raw -40019.705770 + Penalty 2769.414169 = -37250.291601
  nChanged 1
		SP:Iteration 4Q (21418.940000 sec): 3 clusters
  Score: Raw -40023.511504 + Penalty 2769.414169 = -37254.097335
  nChanged 0
		SP:Iteration 5F (21419.110000 sec): 3 clusters
  Score: Raw -40023.511504 + Penalty 2769.414169 = -37254.097335
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21419.200000 sec): 2 clusters
  Score: Raw -396104.625132 + Penalty 1929.100277 = -394175.524855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21419.380000 sec): 3 clusters
  Score: Raw -395218.300009 + Penalty 3858.200553 = -391360.099456
  nChanged 783
		SP:Iteration 1F (21419.550000 sec): 3 clusters
  Score: Raw -395820.196913 + Penalty 3858.200553 = -391961.996360
  nChanged 194
		SP:Iteration 2F (21419.670000 sec): 3 clusters
  Score: Raw -395998.619303 + Penalty 3858.200553 = -392140.418749
  nChanged 118
		SP:Iteration 3Q (21419.850000 sec): 3 clusters
  Score: Raw -396143.865619 + Penalty 3858.200553 = -392285.665066
  nChanged 109
		SP:Iteration 4Q (21420.020000 sec): 3 clusters
  Score: Raw -396260.734326 + Penalty 3858.200553 = -392402.533773
  nChanged 96
		SP:Iteration 5Q (21420.210000 sec): 3 clusters
  Score: Raw -396393.406520 + Penalty 3858.200553 = -392535.205967
  nChanged 115
		SP:Iteration 6Q (21420.430000 sec): 3 clusters
  Score: Raw -396551.386583 + Penalty 3858.200553 = -392693.186030
  nChanged 121
		SP:Iteration 7F (21420.590000 sec): 3 clusters
  Score: Raw -396731.515318 + Penalty 3858.200553 = -392873.314765
  nChanged 102
		SP:Iteration 8Q (21420.750000 sec): 3 clusters
  Score: Raw -396880.196077 + Penalty 3858.200553 = -393021.995523
  nChanged 111
		SP:Iteration 9Q (21420.910000 sec): 3 clusters
  Score: Raw -397048.135486 + Penalty 3858.200553 = -393189.934933
  nChanged 87
		SP:Iteration 10Q (21421.080000 sec): 3 clusters
  Score: Raw -397170.504139 + Penalty 3858.200553 = -393312.303586
  nChanged 73
		SP:Iteration 11Q (21421.270000 sec): 3 clusters
  Score: Raw -397258.944112 + Penalty 3858.200553 = -393400.743559
  nChanged 57
		SP:Iteration 12Q (21421.470000 sec): 3 clusters
  Score: Raw -397331.975095 + Penalty 3858.200553 = -393473.774542
  nChanged 45
		SP:Iteration 13Q (21421.680000 sec): 3 clusters
  Score: Raw -397377.065200 + Penalty 3858.200553 = -393518.864647
  nChanged 34
		SP:Iteration 14Q (21421.820000 sec): 3 clusters
  Score: Raw -397402.355369 + Penalty 3858.200553 = -393544.154816
  nChanged 18
		SP:Iteration 15Q (21422.040000 sec): 3 clusters
  Score: Raw -397415.713260 + Penalty 3858.200553 = -393557.512707
  nChanged 11
		SP:Iteration 16Q (21422.230000 sec): 3 clusters
  Score: Raw -397421.353193 + Penalty 3858.200553 = -393563.152640
  nChanged 4
		SP:Iteration 17Q (21422.310000 sec): 3 clusters
  Score: Raw -397426.663008 + Penalty 3858.200553 = -393568.462455
  nChanged 5
		SP:Iteration 18Q (21422.490000 sec): 3 clusters
  Score: Raw -397429.129103 + Penalty 3858.200553 = -393570.928550
  nChanged 2
		SP:Iteration 19Q (21422.620000 sec): 3 clusters
  Score: Raw -397429.659609 + Penalty 3858.200553 = -393571.459056
  nChanged 0
		SP:Iteration 20F (21422.780000 sec): 3 clusters
  Score: Raw -397429.659609 + Penalty 3858.200553 = -393571.459056
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21422.870000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21423.000000 sec): 3 clusters
  Score: Raw -77073.641485 + Penalty 3049.640275 = -74024.001210
  nChanged 75
		SP:Iteration 1F (21423.130000 sec): 3 clusters
  Score: Raw -77237.766313 + Penalty 3049.640275 = -74188.126038
  nChanged 16
		SP:Iteration 2Q (21423.230000 sec): 3 clusters
  Score: Raw -77281.410873 + Penalty 3049.640275 = -74231.770598
  nChanged 11
		SP:Iteration 3Q (21423.370000 sec): 3 clusters
  Score: Raw -77326.881643 + Penalty 3049.640275 = -74277.241368
  nChanged 7
		SP:Iteration 4Q (21423.490000 sec): 3 clusters
  Score: Raw -77350.683479 + Penalty 3049.640275 = -74301.043204
  nChanged 5
		SP:Iteration 5Q (21423.690000 sec): 3 clusters
  Score: Raw -77371.780308 + Penalty 3049.640275 = -74322.140033
  nChanged 6
		SP:Iteration 6Q (21423.880000 sec): 3 clusters
  Score: Raw -77393.604484 + Penalty 3049.640275 = -74343.964209
  nChanged 4
		SP:Iteration 7Q (21424.030000 sec): 3 clusters
  Score: Raw -77403.594872 + Penalty 3049.640275 = -74353.954598
  nChanged 2
		SP:Iteration 8Q (21424.150000 sec): 3 clusters
  Score: Raw -77408.346951 + Penalty 3049.640275 = -74358.706676
  nChanged 3
		SP:Iteration 9Q (21424.330000 sec): 3 clusters
  Score: Raw -77415.209486 + Penalty 3049.640275 = -74365.569212
  nChanged 2
		SP:Iteration 10Q (21424.500000 sec): 3 clusters
  Score: Raw -77423.939315 + Penalty 3049.640275 = -74374.299040
  nChanged 1
		SP:Iteration 11Q (21424.690000 sec): 3 clusters
  Score: Raw -77424.856134 + Penalty 3049.640275 = -74375.215859
  nChanged 0
		SP:Iteration 12F (21424.700000 sec): 3 clusters
  Score: Raw -77424.856134 + Penalty 3049.640275 = -74375.215859
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21424.810000 sec): 2 clusters
  Score: Raw -652359.840316 + Penalty 2036.851453 = -650322.988863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21424.990000 sec): 3 clusters
  Score: Raw -650745.754409 + Penalty 4073.702906 = -646672.051503
  nChanged 1382
		SP:Iteration 1F (21425.110000 sec): 3 clusters
  Score: Raw -651562.251254 + Penalty 4073.702906 = -647488.548348
  nChanged 275
		SP:Iteration 2F (21425.360000 sec): 3 clusters
  Score: Raw -651766.442994 + Penalty 4073.702906 = -647692.740088
  nChanged 188
		SP:Iteration 3F (21425.500000 sec): 3 clusters
  Score: Raw -651900.234345 + Penalty 4073.702906 = -647826.531439
  nChanged 143
		SP:Iteration 4Q (21425.690000 sec): 3 clusters
  Score: Raw -651998.884315 + Penalty 4073.702906 = -647925.181409
  nChanged 130
		SP:Iteration 5Q (21425.890000 sec): 3 clusters
  Score: Raw -652095.964138 + Penalty 4073.702906 = -648022.261232
  nChanged 117
		SP:Iteration 6Q (21426.050000 sec): 3 clusters
  Score: Raw -652181.782129 + Penalty 4073.702906 = -648108.079223
  nChanged 108
		SP:Iteration 7Q (21426.200000 sec): 3 clusters
  Score: Raw -652271.519110 + Penalty 4073.702906 = -648197.816204
  nChanged 120
		SP:Iteration 8Q (21426.350000 sec): 3 clusters
  Score: Raw -652375.182223 + Penalty 4073.702906 = -648301.479317
  nChanged 112
		SP:Iteration 9Q (21426.540000 sec): 3 clusters
  Score: Raw -652468.597043 + Penalty 4073.702906 = -648394.894137
  nChanged 104
		SP:Iteration 10Q (21426.730000 sec): 3 clusters
  Score: Raw -652556.653153 + Penalty 4073.702906 = -648482.950247
  nChanged 94
		SP:Iteration 11Q (21426.900000 sec): 3 clusters
  Score: Raw -652631.268350 + Penalty 4073.702906 = -648557.565444
  nChanged 89
		SP:Iteration 12Q (21427.090000 sec): 3 clusters
  Score: Raw -652691.775739 + Penalty 4073.702906 = -648618.072833
  nChanged 93
		SP:Iteration 13Q (21427.230000 sec): 3 clusters
  Score: Raw -652753.699719 + Penalty 4073.702906 = -648679.996813
  nChanged 70
		SP:Iteration 14Q (21427.430000 sec): 3 clusters
  Score: Raw -652805.452593 + Penalty 4073.702906 = -648731.749687
  nChanged 71
		SP:Iteration 15Q (21427.630000 sec): 3 clusters
  Score: Raw -652839.859503 + Penalty 4073.702906 = -648766.156597
  nChanged 45
		SP:Iteration 16Q (21427.810000 sec): 3 clusters
  Score: Raw -652861.992753 + Penalty 4073.702906 = -648788.289847
  nChanged 45
		SP:Iteration 17Q (21428.040000 sec): 3 clusters
  Score: Raw -652885.811591 + Penalty 4073.702906 = -648812.108685
  nChanged 35
		SP:Iteration 18Q (21428.230000 sec): 3 clusters
  Score: Raw -652902.348599 + Penalty 4073.702906 = -648828.645693
  nChanged 27
		SP:Iteration 19Q (21428.430000 sec): 3 clusters
  Score: Raw -652915.607525 + Penalty 4073.702906 = -648841.904619
  nChanged 25
		SP:Iteration 20F (21428.600000 sec): 3 clusters
  Score: Raw -652927.817037 + Penalty 4073.702906 = -648854.114131
  nChanged 32
		SP:Iteration 21Q (21428.760000 sec): 3 clusters
  Score: Raw -652942.484571 + Penalty 4073.702906 = -648868.781665
  nChanged 21
		SP:Iteration 22Q (21428.910000 sec): 3 clusters
  Score: Raw -652953.890930 + Penalty 4073.702906 = -648880.188024
  nChanged 17
		SP:Iteration 23Q (21429.050000 sec): 3 clusters
  Score: Raw -652960.796618 + Penalty 4073.702906 = -648887.093712
  nChanged 10
		SP:Iteration 24Q (21429.200000 sec): 3 clusters
  Score: Raw -652967.599112 + Penalty 4073.702906 = -648893.896206
  nChanged 15
		SP:Iteration 25Q (21429.350000 sec): 3 clusters
  Score: Raw -652973.281932 + Penalty 4073.702906 = -648899.579026
  nChanged 16
		SP:Iteration 26Q (21429.550000 sec): 3 clusters
  Score: Raw -652978.837028 + Penalty 4073.702906 = -648905.134122
  nChanged 6
		SP:Iteration 27Q (21429.710000 sec): 3 clusters
  Score: Raw -652980.439324 + Penalty 4073.702906 = -648906.736418
  nChanged 2
		SP:Iteration 28Q (21429.860000 sec): 3 clusters
  Score: Raw -652980.853256 + Penalty 4073.702906 = -648907.150350
  nChanged 0
		SP:Iteration 29F (21430.010000 sec): 3 clusters
  Score: Raw -652980.853256 + Penalty 4073.702906 = -648907.150350
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21430.090000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21430.250000 sec): 3 clusters
  Score: Raw -191913.223304 + Penalty 3495.568542 = -188417.654762
  nChanged 312
		SP:Iteration 1F (21430.410000 sec): 3 clusters
  Score: Raw -192256.313850 + Penalty 3495.568542 = -188760.745308
  nChanged 68
		SP:Iteration 2F (21430.620000 sec): 3 clusters
  Score: Raw -192331.975929 + Penalty 3495.568542 = -188836.407387
  nChanged 28
		SP:Iteration 3Q (21430.790000 sec): 3 clusters
  Score: Raw -192369.156641 + Penalty 3495.568542 = -188873.588100
  nChanged 22
		SP:Iteration 4Q (21430.960000 sec): 3 clusters
  Score: Raw -192397.147647 + Penalty 3495.568542 = -188901.579105
  nChanged 14
		SP:Iteration 5Q (21431.050000 sec): 3 clusters
  Score: Raw -192412.267948 + Penalty 3495.568542 = -188916.699406
  nChanged 10
		SP:Iteration 6Q (21431.210000 sec): 3 clusters
  Score: Raw -192420.650942 + Penalty 3495.568542 = -188925.082400
  nChanged 6
		SP:Iteration 7Q (21431.400000 sec): 3 clusters
  Score: Raw -192429.073715 + Penalty 3495.568542 = -188933.505173
  nChanged 5
		SP:Iteration 8Q (21431.550000 sec): 3 clusters
  Score: Raw -192432.992043 + Penalty 3495.568542 = -188937.423501
  nChanged 2
		SP:Iteration 9Q (21431.720000 sec): 3 clusters
  Score: Raw -192435.237780 + Penalty 3495.568542 = -188939.669238
  nChanged 2
		SP:Iteration 10Q (21431.870000 sec): 3 clusters
  Score: Raw -192439.685456 + Penalty 3495.568542 = -188944.116914
  nChanged 3
		SP:Iteration 11Q (21432.040000 sec): 3 clusters
  Score: Raw -192443.070719 + Penalty 3495.568542 = -188947.502177
  nChanged 2
		SP:Iteration 12Q (21432.270000 sec): 3 clusters
  Score: Raw -192444.421855 + Penalty 3495.568542 = -188948.853313
  nChanged 5
		SP:Iteration 13Q (21432.400000 sec): 3 clusters
  Score: Raw -192449.892953 + Penalty 3495.568542 = -188954.324411
  nChanged 2
		SP:Iteration 14Q (21432.580000 sec): 3 clusters
  Score: Raw -192451.639858 + Penalty 3495.568542 = -188956.071316
  nChanged 1
		SP:Iteration 15Q (21432.780000 sec): 3 clusters
  Score: Raw -192452.563263 + Penalty 3495.568542 = -188956.994721
  nChanged 1
		SP:Iteration 16Q (21432.900000 sec): 3 clusters
  Score: Raw -192452.944356 + Penalty 3495.568542 = -188957.375815
  nChanged 0
		SP:Iteration 17F (21433.080000 sec): 3 clusters
  Score: Raw -192452.944356 + Penalty 3495.568542 = -188957.375815
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21433.150000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21433.330000 sec): 3 clusters
  Score: Raw -21021.351165 + Penalty 2458.090221 = -18563.260944
  nChanged 11
		SP:Iteration 1F (21433.500000 sec): 3 clusters
  Score: Raw -21095.762438 + Penalty 2458.090221 = -18637.672217
  nChanged 2
		SP:Iteration 2Q (21433.660000 sec): 3 clusters
  Score: Raw -21103.209352 + Penalty 2458.090221 = -18645.119132
  nChanged 0
		SP:Iteration 3F (21433.850000 sec): 3 clusters
  Score: Raw -21103.209352 + Penalty 2458.090221 = -18645.119132
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21433.940000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21434.150000 sec): 3 clusters
  Score: Raw -52848.817890 + Penalty 2857.977486 = -49990.840405
  nChanged 30
		SP:Iteration 1F (21434.320000 sec): 3 clusters
  Score: Raw -52955.230882 + Penalty 2857.977486 = -50097.253396
  nChanged 11
		SP:Iteration 2Q (21434.480000 sec): 3 clusters
  Score: Raw -53002.722540 + Penalty 2857.977486 = -50144.745054
  nChanged 6
		SP:Iteration 3Q (21434.650000 sec): 3 clusters
  Score: Raw -53020.269045 + Penalty 2857.977486 = -50162.291559
  nChanged 4
		SP:Iteration 4Q (21434.840000 sec): 3 clusters
  Score: Raw -53033.622933 + Penalty 2857.977486 = -50175.645447
  nChanged 1
		SP:Iteration 5Q (21435.010000 sec): 3 clusters
  Score: Raw -53036.245822 + Penalty 2857.977486 = -50178.268336
  nChanged 0
		SP:Iteration 6F (21435.170000 sec): 3 clusters
  Score: Raw -53036.245822 + Penalty 2857.977486 = -50178.268336
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21435.300000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21435.450000 sec): 3 clusters
  Score: Raw -95213.774083 + Penalty 3168.726457 = -92045.047626
  nChanged 126
		SP:Iteration 1F (21435.580000 sec): 3 clusters
  Score: Raw -95521.481772 + Penalty 3168.726457 = -92352.755314
  nChanged 39
		SP:Iteration 2F (21435.700000 sec): 3 clusters
  Score: Raw -95632.935626 + Penalty 3168.726457 = -92464.209169
  nChanged 24
		SP:Iteration 3Q (21435.840000 sec): 3 clusters
  Score: Raw -95688.838226 + Penalty 3168.726457 = -92520.111769
  nChanged 11
		SP:Iteration 4Q (21436.030000 sec): 3 clusters
  Score: Raw -95733.724501 + Penalty 3168.726457 = -92564.998044
  nChanged 11
		SP:Iteration 5Q (21436.170000 sec): 3 clusters
  Score: Raw -95757.033671 + Penalty 3168.726457 = -92588.307214
  nChanged 5
		SP:Iteration 6Q (21436.350000 sec): 3 clusters
  Score: Raw -95764.300554 + Penalty 3168.726457 = -92595.574096
  nChanged 2
		SP:Iteration 7Q (21436.540000 sec): 3 clusters
  Score: Raw -95766.144952 + Penalty 3168.726457 = -92597.418495
  nChanged 1
		SP:Iteration 8Q (21436.690000 sec): 3 clusters
  Score: Raw -95767.143175 + Penalty 3168.726457 = -92598.416718
  nChanged 0
		SP:Iteration 9F (21436.860000 sec): 3 clusters
  Score: Raw -95767.143175 + Penalty 3168.726457 = -92598.416718
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21436.930000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21437.020000 sec): 3 clusters
  Score: Raw -43751.676221 + Penalty 2787.718829 = -40963.957391
  nChanged 40
		SP:Iteration 1F (21437.170000 sec): 3 clusters
  Score: Raw -43903.899931 + Penalty 2787.718829 = -41116.181102
  nChanged 16
		SP:Iteration 2F (21437.260000 sec): 3 clusters
  Score: Raw -43995.156408 + Penalty 2787.718829 = -41207.437579
  nChanged 7
		SP:Iteration 3Q (21437.400000 sec): 3 clusters
  Score: Raw -44018.356167 + Penalty 2787.718829 = -41230.637337
  nChanged 5
		SP:Iteration 4Q (21437.540000 sec): 3 clusters
  Score: Raw -44039.518731 + Penalty 2787.718829 = -41251.799901
  nChanged 4
		SP:Iteration 5Q (21437.720000 sec): 3 clusters
  Score: Raw -44051.575766 + Penalty 2787.718829 = -41263.856936
  nChanged 2
		SP:Iteration 6Q (21437.900000 sec): 3 clusters
  Score: Raw -44054.534943 + Penalty 2787.718829 = -41266.816114
  nChanged 0
		SP:Iteration 7F (21438.040000 sec): 3 clusters
  Score: Raw -44054.534943 + Penalty 2787.718829 = -41266.816114
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21438.080000 sec): 2 clusters
  Score: Raw -18214.487408 + Penalty 1195.429828 = -17019.057580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21438.280000 sec): 3 clusters
  Score: Raw -18912.926668 + Penalty 2390.859657 = -16522.067012
  nChanged 2
		SP:Iteration 1Q (21438.520000 sec): 3 clusters
  Score: Raw -18922.747653 + Penalty 2390.859657 = -16531.887996
  nChanged 2
		SP:Iteration 2Q (21438.690000 sec): 3 clusters
  Score: Raw -18936.596355 + Penalty 2390.859657 = -16545.736698
  nChanged 1
		SP:Iteration 3Q (21438.810000 sec): 3 clusters
  Score: Raw -18946.458875 + Penalty 2390.859657 = -16555.599218
  nChanged 0
		SP:Iteration 4F (21439.050000 sec): 3 clusters
  Score: Raw -18946.458875 + Penalty 2390.859657 = -16555.599218
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21439.130000 sec): 2 clusters
  Score: Raw -49231.513091 + Penalty 1466.548745 = -47764.964345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21439.340000 sec): 3 clusters
  Score: Raw -49640.004750 + Penalty 2933.097491 = -46706.907259
  nChanged 96
		SP:Iteration 1F (21439.490000 sec): 3 clusters
  Score: Raw -49918.939012 + Penalty 2933.097491 = -46985.841521
  nChanged 20
		SP:Iteration 2F (21439.650000 sec): 3 clusters
  Score: Raw -49951.310300 + Penalty 2933.097491 = -47018.212809
  nChanged 8
		SP:Iteration 3Q (21439.820000 sec): 3 clusters
  Score: Raw -49976.451176 + Penalty 2933.097491 = -47043.353685
  nChanged 6
		SP:Iteration 4Q (21439.990000 sec): 3 clusters
  Score: Raw -50025.979396 + Penalty 2933.097491 = -47092.881905
  nChanged 7
		SP:Iteration 5Q (21440.120000 sec): 3 clusters
  Score: Raw -50055.816038 + Penalty 2933.097491 = -47122.718547
  nChanged 9
		SP:Iteration 6Q (21440.300000 sec): 3 clusters
  Score: Raw -50098.067678 + Penalty 2933.097491 = -47164.970188
  nChanged 4
		SP:Iteration 7Q (21440.450000 sec): 3 clusters
  Score: Raw -50109.424186 + Penalty 2933.097491 = -47176.326695
  nChanged 4
		SP:Iteration 8Q (21440.600000 sec): 3 clusters
  Score: Raw -50132.101672 + Penalty 2933.097491 = -47199.004181
  nChanged 5
		SP:Iteration 9Q (21440.770000 sec): 3 clusters
  Score: Raw -50180.870043 + Penalty 2933.097491 = -47247.772552
  nChanged 5
		SP:Iteration 10Q (21440.900000 sec): 3 clusters
  Score: Raw -50239.068891 + Penalty 2933.097491 = -47305.971400
  nChanged 7
		SP:Iteration 11Q (21441.070000 sec): 3 clusters
  Score: Raw -50265.770022 + Penalty 2933.097491 = -47332.672531
  nChanged 3
		SP:Iteration 12Q (21441.220000 sec): 3 clusters
  Score: Raw -50269.665866 + Penalty 2933.097491 = -47336.568375
  nChanged 1
		SP:Iteration 13Q (21441.340000 sec): 3 clusters
  Score: Raw -50275.767150 + Penalty 2933.097491 = -47342.669660
  nChanged 0
		SP:Iteration 14F (21441.530000 sec): 3 clusters
  Score: Raw -50277.643656 + Penalty 2933.097491 = -47344.546166
  nChanged 1
		SP:Iteration 15Q (21441.700000 sec): 3 clusters
  Score: Raw -50322.225852 + Penalty 2933.097491 = -47389.128361
  nChanged 1
		SP:Iteration 16Q (21441.830000 sec): 3 clusters
  Score: Raw -50323.749422 + Penalty 2933.097491 = -47390.651931
  nChanged 1
		SP:Iteration 17Q (21442.030000 sec): 3 clusters
  Score: Raw -50324.804953 + Penalty 2933.097491 = -47391.707462
  nChanged 2
		SP:Iteration 18Q (21442.220000 sec): 3 clusters
  Score: Raw -50333.943912 + Penalty 2933.097491 = -47400.846421
  nChanged 2
		SP:Iteration 19Q (21442.370000 sec): 3 clusters
  Score: Raw -50338.211540 + Penalty 2933.097491 = -47405.114050
  nChanged 2
		SP:Iteration 20F (21442.540000 sec): 3 clusters
  Score: Raw -50341.900642 + Penalty 2933.097491 = -47408.803151
  nChanged 1
		SP:Iteration 21Q (21442.710000 sec): 3 clusters
  Score: Raw -50343.317042 + Penalty 2933.097491 = -47410.219551
  nChanged 0
		SP:Iteration 22F (21442.870000 sec): 3 clusters
  Score: Raw -50343.317042 + Penalty 2933.097491 = -47410.219551
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21442.960000 sec): 2 clusters
  Score: Raw -84938.229178 + Penalty 1585.195444 = -83353.033734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21443.120000 sec): 3 clusters
  Score: Raw -84912.517701 + Penalty 3170.390888 = -81742.126812
  nChanged 139
		SP:Iteration 1F (21443.300000 sec): 3 clusters
  Score: Raw -85119.660752 + Penalty 3170.390888 = -81949.269863
  nChanged 31
		SP:Iteration 2F (21443.440000 sec): 3 clusters
  Score: Raw -85178.014837 + Penalty 3170.390888 = -82007.623949
  nChanged 20
		SP:Iteration 3Q (21443.600000 sec): 3 clusters
  Score: Raw -85229.973901 + Penalty 3170.390888 = -82059.583012
  nChanged 19
		SP:Iteration 4Q (21443.780000 sec): 3 clusters
  Score: Raw -85272.077275 + Penalty 3170.390888 = -82101.686387
  nChanged 17
		SP:Iteration 5Q (21443.940000 sec): 3 clusters
  Score: Raw -85311.732360 + Penalty 3170.390888 = -82141.341472
  nChanged 14
		SP:Iteration 6Q (21444.130000 sec): 3 clusters
  Score: Raw -85337.825531 + Penalty 3170.390888 = -82167.434642
  nChanged 20
		SP:Iteration 7Q (21444.270000 sec): 3 clusters
  Score: Raw -85380.258971 + Penalty 3170.390888 = -82209.868083
  nChanged 22
		SP:Iteration 8Q (21444.410000 sec): 3 clusters
  Score: Raw -85468.105171 + Penalty 3170.390888 = -82297.714282
  nChanged 31
		SP:Iteration 9F (21444.540000 sec): 3 clusters
  Score: Raw -85568.486196 + Penalty 3170.390888 = -82398.095308
  nChanged 30
		SP:Iteration 10F (21444.670000 sec): 3 clusters
  Score: Raw -85709.640777 + Penalty 3170.390888 = -82539.249888
  nChanged 19
		SP:Iteration 11Q (21444.830000 sec): 3 clusters
  Score: Raw -85817.701943 + Penalty 3170.390888 = -82647.311054
  nChanged 15
		SP:Iteration 12Q (21444.960000 sec): 3 clusters
  Score: Raw -85903.611606 + Penalty 3170.390888 = -82733.220718
  nChanged 13
		SP:Iteration 13Q (21445.090000 sec): 3 clusters
  Score: Raw -85972.360689 + Penalty 3170.390888 = -82801.969801
  nChanged 12
		SP:Iteration 14Q (21445.220000 sec): 3 clusters
  Score: Raw -86034.160427 + Penalty 3170.390888 = -82863.769539
  nChanged 9
		SP:Iteration 15Q (21445.400000 sec): 3 clusters
  Score: Raw -86073.940747 + Penalty 3170.390888 = -82903.549859
  nChanged 8
		SP:Iteration 16Q (21445.510000 sec): 3 clusters
  Score: Raw -86120.774611 + Penalty 3170.390888 = -82950.383723
  nChanged 8
		SP:Iteration 17Q (21445.640000 sec): 3 clusters
  Score: Raw -86165.120838 + Penalty 3170.390888 = -82994.729950
  nChanged 5
		SP:Iteration 18Q (21445.830000 sec): 3 clusters
  Score: Raw -86185.782164 + Penalty 3170.390888 = -83015.391276
  nChanged 6
		SP:Iteration 19Q (21445.970000 sec): 3 clusters
  Score: Raw -86207.199288 + Penalty 3170.390888 = -83036.808400
  nChanged 8
		SP:Iteration 20F (21446.100000 sec): 3 clusters
  Score: Raw -86236.904616 + Penalty 3170.390888 = -83066.513727
  nChanged 5
		SP:Iteration 21Q (21446.230000 sec): 3 clusters
  Score: Raw -86258.659542 + Penalty 3170.390888 = -83088.268654
  nChanged 4
		SP:Iteration 22Q (21446.380000 sec): 3 clusters
  Score: Raw -86271.634234 + Penalty 3170.390888 = -83101.243345
  nChanged 2
		SP:Iteration 23Q (21446.510000 sec): 3 clusters
  Score: Raw -86276.575886 + Penalty 3170.390888 = -83106.184998
  nChanged 2
		SP:Iteration 24Q (21446.640000 sec): 3 clusters
  Score: Raw -86295.923725 + Penalty 3170.390888 = -83125.532837
  nChanged 4
		SP:Iteration 25Q (21446.760000 sec): 3 clusters
  Score: Raw -86324.331370 + Penalty 3170.390888 = -83153.940482
  nChanged 4
		SP:Iteration 26Q (21446.900000 sec): 3 clusters
  Score: Raw -86344.533906 + Penalty 3170.390888 = -83174.143017
  nChanged 8
		SP:Iteration 27Q (21447.040000 sec): 3 clusters
  Score: Raw -86385.316554 + Penalty 3170.390888 = -83214.925666
  nChanged 10
		SP:Iteration 28Q (21447.170000 sec): 3 clusters
  Score: Raw -86431.249290 + Penalty 3170.390888 = -83260.858402
  nChanged 10
		SP:Iteration 29Q (21447.340000 sec): 3 clusters
  Score: Raw -86477.212188 + Penalty 3170.390888 = -83306.821300
  nChanged 7
		SP:Iteration 30Q (21447.480000 sec): 3 clusters
  Score: Raw -86509.620960 + Penalty 3170.390888 = -83339.230072
  nChanged 0
		SP:Iteration 31F (21447.600000 sec): 3 clusters
  Score: Raw -86509.620960 + Penalty 3170.390888 = -83339.230072
  nChanged 0
Deleting Class 31 (437 points): Lose 3061.443072 but Gain 3262.464713
Iteration 330F (21528.490000 sec): 59 clusters
  Score: Raw -91403121.018140 + Penalty 189222.953371 = -91213898.064768
  nChanged 402
Iteration 331F (21608.840000 sec): 59 clusters
  Score: Raw -91404172.130101 + Penalty 189222.953371 = -91214949.176730
  nChanged 24
Iteration 332Q (21652.330000 sec): 59 clusters
  Score: Raw -91404191.287666 + Penalty 189222.953371 = -91214968.334295
  nChanged 9
Iteration 333Q (21703.260000 sec): 59 clusters
  Score: Raw -91404203.451832 + Penalty 189222.953371 = -91214980.498460
  nChanged 1
Iteration 334Q (21748.440000 sec): 59 clusters
  Score: Raw -91404206.573882 + Penalty 189222.953371 = -91214983.620511
  nChanged 0
Iteration 335F (21820.990000 sec): 59 clusters
  Score: Raw -91404206.573882 + Penalty 189222.953371 = -91214983.620511
  nChanged 0
Compute initial score before splitting:   Score: Raw -91404206.573882 + Penalty 189222.953371 = -91214983.620511
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21821.040000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21821.200000 sec): 3 clusters
  Score: Raw -47317.968058 + Penalty 2933.097491 = -44384.870567
  nChanged 51
		SP:Iteration 1F (21821.360000 sec): 3 clusters
  Score: Raw -47435.030252 + Penalty 2933.097491 = -44501.932761
  nChanged 20
		SP:Iteration 2F (21821.490000 sec): 3 clusters
  Score: Raw -47513.128072 + Penalty 2933.097491 = -44580.030582
  nChanged 16
		SP:Iteration 3Q (21821.620000 sec): 3 clusters
  Score: Raw -47614.900653 + Penalty 2933.097491 = -44681.803162
  nChanged 22
		SP:Iteration 4F (21821.740000 sec): 3 clusters
  Score: Raw -47734.791144 + Penalty 2933.097491 = -44801.693653
  nChanged 20
		SP:Iteration 5F (21821.880000 sec): 3 clusters
  Score: Raw -47874.441682 + Penalty 2933.097491 = -44941.344191
  nChanged 14
		SP:Iteration 6Q (21822.060000 sec): 3 clusters
  Score: Raw -48015.065847 + Penalty 2933.097491 = -45081.968356
  nChanged 12
		SP:Iteration 7Q (21822.240000 sec): 3 clusters
  Score: Raw -48155.095349 + Penalty 2933.097491 = -45221.997858
  nChanged 6
		SP:Iteration 8Q (21822.380000 sec): 3 clusters
  Score: Raw -48210.795221 + Penalty 2933.097491 = -45277.697731
  nChanged 5
		SP:Iteration 9Q (21822.580000 sec): 3 clusters
  Score: Raw -48237.513023 + Penalty 2933.097491 = -45304.415532
  nChanged 5
		SP:Iteration 10Q (21822.740000 sec): 3 clusters
  Score: Raw -48266.117500 + Penalty 2933.097491 = -45333.020009
  nChanged 4
		SP:Iteration 11Q (21822.920000 sec): 3 clusters
  Score: Raw -48280.090140 + Penalty 2933.097491 = -45346.992650
  nChanged 0
		SP:Iteration 12F (21823.110000 sec): 3 clusters
  Score: Raw -48280.090140 + Penalty 2933.097491 = -45346.992650
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21823.220000 sec): 2 clusters
  Score: Raw -77629.043627 + Penalty 1533.157057 = -76095.886570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21823.350000 sec): 3 clusters
  Score: Raw -77698.083501 + Penalty 3066.314114 = -74631.769387
  nChanged 84
		SP:Iteration 1F (21823.530000 sec): 3 clusters
  Score: Raw -77861.712461 + Penalty 3066.314114 = -74795.398347
  nChanged 30
		SP:Iteration 2F (21823.680000 sec): 3 clusters
  Score: Raw -77939.483051 + Penalty 3066.314114 = -74873.168937
  nChanged 8
		SP:Iteration 3Q (21823.840000 sec): 3 clusters
  Score: Raw -77954.260254 + Penalty 3066.314114 = -74887.946140
  nChanged 6
		SP:Iteration 4Q (21823.980000 sec): 3 clusters
  Score: Raw -77961.083984 + Penalty 3066.314114 = -74894.769871
  nChanged 2
		SP:Iteration 5Q (21824.130000 sec): 3 clusters
  Score: Raw -77965.075703 + Penalty 3066.314114 = -74898.761589
  nChanged 2
		SP:Iteration 6Q (21824.300000 sec): 3 clusters
  Score: Raw -77969.323439 + Penalty 3066.314114 = -74903.009326
  nChanged 0
		SP:Iteration 7F (21824.470000 sec): 3 clusters
  Score: Raw -77969.323439 + Penalty 3066.314114 = -74903.009326
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21824.550000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21824.720000 sec): 3 clusters
  Score: Raw -221758.871345 + Penalty 3514.607126 = -218244.264218
  nChanged 319
		SP:Iteration 1F (21824.910000 sec): 3 clusters
  Score: Raw -222128.056234 + Penalty 3514.607126 = -218613.449108
  nChanged 78
		SP:Iteration 2F (21825.030000 sec): 3 clusters
  Score: Raw -222243.541087 + Penalty 3514.607126 = -218728.933960
  nChanged 53
		SP:Iteration 3Q (21825.190000 sec): 3 clusters
  Score: Raw -222313.831715 + Penalty 3514.607126 = -218799.224588
  nChanged 31
		SP:Iteration 4Q (21825.350000 sec): 3 clusters
  Score: Raw -222371.077305 + Penalty 3514.607126 = -218856.470179
  nChanged 35
		SP:Iteration 5Q (21825.550000 sec): 3 clusters
  Score: Raw -222416.031061 + Penalty 3514.607126 = -218901.423935
  nChanged 27
		SP:Iteration 6Q (21825.710000 sec): 3 clusters
  Score: Raw -222455.369985 + Penalty 3514.607126 = -218940.762858
  nChanged 27
		SP:Iteration 7Q (21825.880000 sec): 3 clusters
  Score: Raw -222492.267039 + Penalty 3514.607126 = -218977.659913
  nChanged 19
		SP:Iteration 8Q (21826.040000 sec): 3 clusters
  Score: Raw -222520.380961 + Penalty 3514.607126 = -219005.773834
  nChanged 19
		SP:Iteration 9Q (21826.190000 sec): 3 clusters
  Score: Raw -222549.074420 + Penalty 3514.607126 = -219034.467293
  nChanged 21
		SP:Iteration 10Q (21826.360000 sec): 3 clusters
  Score: Raw -222588.324271 + Penalty 3514.607126 = -219073.717145
  nChanged 23
		SP:Iteration 11Q (21826.520000 sec): 3 clusters
  Score: Raw -222654.980864 + Penalty 3514.607126 = -219140.373738
  nChanged 30
		SP:Iteration 12Q (21826.730000 sec): 3 clusters
  Score: Raw -222743.439900 + Penalty 3514.607126 = -219228.832774
  nChanged 32
		SP:Iteration 13Q (21826.890000 sec): 3 clusters
  Score: Raw -222814.122828 + Penalty 3514.607126 = -219299.515701
  nChanged 25
		SP:Iteration 14Q (21827.080000 sec): 3 clusters
  Score: Raw -222869.515020 + Penalty 3514.607126 = -219354.907894
  nChanged 23
		SP:Iteration 15Q (21827.280000 sec): 3 clusters
  Score: Raw -222929.914689 + Penalty 3514.607126 = -219415.307563
  nChanged 37
		SP:Iteration 16Q (21827.410000 sec): 3 clusters
  Score: Raw -223022.329716 + Penalty 3514.607126 = -219507.722590
  nChanged 36
		SP:Iteration 17Q (21827.580000 sec): 3 clusters
  Score: Raw -223121.491462 + Penalty 3514.607126 = -219606.884335
  nChanged 32
		SP:Iteration 18Q (21827.770000 sec): 3 clusters
  Score: Raw -223234.131467 + Penalty 3514.607126 = -219719.524341
  nChanged 26
		SP:Iteration 19Q (21827.920000 sec): 3 clusters
  Score: Raw -223313.133874 + Penalty 3514.607126 = -219798.526747
  nChanged 16
		SP:Iteration 20F (21828.100000 sec): 3 clusters
  Score: Raw -223359.463365 + Penalty 3514.607126 = -219844.856238
  nChanged 6
		SP:Iteration 21Q (21828.320000 sec): 3 clusters
  Score: Raw -223369.582694 + Penalty 3514.607126 = -219854.975568
  nChanged 6
		SP:Iteration 22Q (21828.460000 sec): 3 clusters
  Score: Raw -223382.600135 + Penalty 3514.607126 = -219867.993009
  nChanged 4
		SP:Iteration 23Q (21828.610000 sec): 3 clusters
  Score: Raw -223389.056468 + Penalty 3514.607126 = -219874.449341
  nChanged 2
		SP:Iteration 24Q (21828.730000 sec): 3 clusters
  Score: Raw -223391.819771 + Penalty 3514.607126 = -219877.212644
  nChanged 0
		SP:Iteration 25F (21828.900000 sec): 3 clusters
  Score: Raw -223391.819771 + Penalty 3514.607126 = -219877.212644
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21828.960000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21829.150000 sec): 3 clusters
  Score: Raw -27114.898154 + Penalty 2547.356025 = -24567.542129
  nChanged 9
		SP:Iteration 1F (21829.300000 sec): 3 clusters
  Score: Raw -27229.543942 + Penalty 2547.356025 = -24682.187917
  nChanged 5
		SP:Iteration 2Q (21829.460000 sec): 3 clusters
  Score: Raw -27263.216995 + Penalty 2547.356025 = -24715.860970
  nChanged 2
		SP:Iteration 3Q (21829.570000 sec): 3 clusters
  Score: Raw -27283.052694 + Penalty 2547.356025 = -24735.696669
  nChanged 0
		SP:Iteration 4F (21829.720000 sec): 3 clusters
  Score: Raw -27283.052694 + Penalty 2547.356025 = -24735.696669
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21829.850000 sec): 2 clusters
  Score: Raw -907448.131546 + Penalty 2118.919402 = -905329.212144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21830.000000 sec): 3 clusters
  Score: Raw -904914.973203 + Penalty 4237.838803 = -900677.134400
  nChanged 2006
		SP:Iteration 1F (21830.220000 sec): 3 clusters
  Score: Raw -906016.581929 + Penalty 4237.838803 = -901778.743126
  nChanged 410
		SP:Iteration 2F (21830.410000 sec): 3 clusters
  Score: Raw -906281.344480 + Penalty 4237.838803 = -902043.505676
  nChanged 295
		SP:Iteration 3F (21830.580000 sec): 3 clusters
  Score: Raw -906456.191272 + Penalty 4237.838803 = -902218.352468
  nChanged 207
		SP:Iteration 4Q (21830.770000 sec): 3 clusters
  Score: Raw -906578.748035 + Penalty 4237.838803 = -902340.909232
  nChanged 172
		SP:Iteration 5Q (21830.980000 sec): 3 clusters
  Score: Raw -906677.423389 + Penalty 4237.838803 = -902439.584585
  nChanged 159
		SP:Iteration 6Q (21831.130000 sec): 3 clusters
  Score: Raw -906752.743040 + Penalty 4237.838803 = -902514.904237
  nChanged 122
		SP:Iteration 7Q (21831.350000 sec): 3 clusters
  Score: Raw -906806.281928 + Penalty 4237.838803 = -902568.443124
  nChanged 111
		SP:Iteration 8Q (21831.510000 sec): 3 clusters
  Score: Raw -906859.023981 + Penalty 4237.838803 = -902621.185177
  nChanged 101
		SP:Iteration 9Q (21831.700000 sec): 3 clusters
  Score: Raw -906902.674753 + Penalty 4237.838803 = -902664.835950
  nChanged 101
		SP:Iteration 10Q (21831.910000 sec): 3 clusters
  Score: Raw -906959.429149 + Penalty 4237.838803 = -902721.590346
  nChanged 114
		SP:Iteration 11Q (21832.090000 sec): 3 clusters
  Score: Raw -907024.163216 + Penalty 4237.838803 = -902786.324413
  nChanged 129
		SP:Iteration 12Q (21832.320000 sec): 3 clusters
  Score: Raw -907126.443160 + Penalty 4237.838803 = -902888.604357
  nChanged 163
		SP:Iteration 13Q (21832.470000 sec): 3 clusters
  Score: Raw -907261.000457 + Penalty 4237.838803 = -903023.161654
  nChanged 159
		SP:Iteration 14Q (21832.710000 sec): 3 clusters
  Score: Raw -907401.004527 + Penalty 4237.838803 = -903163.165724
  nChanged 167
		SP:Iteration 15Q (21832.860000 sec): 3 clusters
  Score: Raw -907552.455707 + Penalty 4237.838803 = -903314.616904
  nChanged 158
		SP:Iteration 16Q (21833.030000 sec): 3 clusters
  Score: Raw -907673.507912 + Penalty 4237.838803 = -903435.669109
  nChanged 144
		SP:Iteration 17Q (21833.230000 sec): 3 clusters
  Score: Raw -907766.540648 + Penalty 4237.838803 = -903528.701845
  nChanged 117
		SP:Iteration 18Q (21833.360000 sec): 3 clusters
  Score: Raw -907844.389299 + Penalty 4237.838803 = -903606.550495
  nChanged 123
		SP:Iteration 19Q (21833.540000 sec): 3 clusters
  Score: Raw -907918.867659 + Penalty 4237.838803 = -903681.028855
  nChanged 90
		SP:Iteration 20F (21833.730000 sec): 3 clusters
  Score: Raw -907964.139847 + Penalty 4237.838803 = -903726.301043
  nChanged 67
		SP:Iteration 21Q (21833.930000 sec): 3 clusters
  Score: Raw -907993.829880 + Penalty 4237.838803 = -903755.991076
  nChanged 45
		SP:Iteration 22Q (21834.110000 sec): 3 clusters
  Score: Raw -908019.298137 + Penalty 4237.838803 = -903781.459333
  nChanged 40
		SP:Iteration 23Q (21834.300000 sec): 3 clusters
  Score: Raw -908039.481990 + Penalty 4237.838803 = -903801.643187
  nChanged 42
		SP:Iteration 24Q (21834.490000 sec): 3 clusters
  Score: Raw -908060.367709 + Penalty 4237.838803 = -903822.528906
  nChanged 41
		SP:Iteration 25Q (21834.720000 sec): 3 clusters
  Score: Raw -908078.877915 + Penalty 4237.838803 = -903841.039112
  nChanged 39
		SP:Iteration 26Q (21834.870000 sec): 3 clusters
  Score: Raw -908095.956304 + Penalty 4237.838803 = -903858.117501
  nChanged 29
		SP:Iteration 27Q (21835.090000 sec): 3 clusters
  Score: Raw -908106.092541 + Penalty 4237.838803 = -903868.253738
  nChanged 12
		SP:Iteration 28Q (21835.300000 sec): 3 clusters
  Score: Raw -908110.521294 + Penalty 4237.838803 = -903872.682491
  nChanged 9
		SP:Iteration 29Q (21835.450000 sec): 3 clusters
  Score: Raw -908113.203977 + Penalty 4237.838803 = -903875.365173
  nChanged 10
		SP:Iteration 30Q (21835.630000 sec): 3 clusters
  Score: Raw -908115.339971 + Penalty 4237.838803 = -903877.501167
  nChanged 7
		SP:Iteration 31Q (21835.830000 sec): 3 clusters
  Score: Raw -908117.458509 + Penalty 4237.838803 = -903879.619705
  nChanged 5
		SP:Iteration 32Q (21836.050000 sec): 3 clusters
  Score: Raw -908119.215653 + Penalty 4237.838803 = -903881.376849
  nChanged 5
		SP:Iteration 33Q (21836.220000 sec): 3 clusters
  Score: Raw -908120.658624 + Penalty 4237.838803 = -903882.819820
  nChanged 3
		SP:Iteration 34Q (21836.420000 sec): 3 clusters
  Score: Raw -908121.321632 + Penalty 4237.838803 = -903883.482829
  nChanged 4
		SP:Iteration 35Q (21836.640000 sec): 3 clusters
  Score: Raw -908122.497600 + Penalty 4237.838803 = -903884.658796
  nChanged 5
		SP:Iteration 36Q (21836.840000 sec): 3 clusters
  Score: Raw -908124.477290 + Penalty 4237.838803 = -903886.638486
  nChanged 7
		SP:Iteration 37Q (21837.030000 sec): 3 clusters
  Score: Raw -908127.791656 + Penalty 4237.838803 = -903889.952853
  nChanged 5
		SP:Iteration 38Q (21837.260000 sec): 3 clusters
  Score: Raw -908129.136904 + Penalty 4237.838803 = -903891.298101
  nChanged 4
		SP:Iteration 39Q (21837.450000 sec): 3 clusters
  Score: Raw -908130.901527 + Penalty 4237.838803 = -903893.062724
  nChanged 5
		SP:Iteration 40F (21837.660000 sec): 3 clusters
  Score: Raw -908132.370311 + Penalty 4237.838803 = -903894.531508
  nChanged 3
		SP:Iteration 41Q (21837.880000 sec): 3 clusters
  Score: Raw -908133.134442 + Penalty 4237.838803 = -903895.295639
  nChanged 4
		SP:Iteration 42Q (21838.130000 sec): 3 clusters
  Score: Raw -908134.492961 + Penalty 4237.838803 = -903896.654158
  nChanged 3
		SP:Iteration 43Q (21838.360000 sec): 3 clusters
  Score: Raw -908136.476985 + Penalty 4237.838803 = -903898.638181
  nChanged 7
		SP:Iteration 44Q (21838.540000 sec): 3 clusters
  Score: Raw -908138.446674 + Penalty 4237.838803 = -903900.607871
  nChanged 5
		SP:Iteration 45Q (21838.730000 sec): 3 clusters
  Score: Raw -908140.425278 + Penalty 4237.838803 = -903902.586475
  nChanged 6
		SP:Iteration 46Q (21838.940000 sec): 3 clusters
  Score: Raw -908142.261285 + Penalty 4237.838803 = -903904.422482
  nChanged 4
		SP:Iteration 47Q (21839.160000 sec): 3 clusters
  Score: Raw -908142.814691 + Penalty 4237.838803 = -903904.975888
  nChanged 1
		SP:Iteration 48Q (21839.360000 sec): 3 clusters
  Score: Raw -908142.939113 + Penalty 4237.838803 = -903905.100309
  nChanged 1
		SP:Iteration 49Q (21839.530000 sec): 3 clusters
  Score: Raw -908143.743383 + Penalty 4237.838803 = -903905.904580
  nChanged 6
		SP:Iteration 50Q (21839.710000 sec): 3 clusters
  Score: Raw -908145.962131 + Penalty 4237.838803 = -903908.123328
  nChanged 7
		SP:Iteration 51Q (21839.890000 sec): 3 clusters
  Score: Raw -908147.546663 + Penalty 4237.838803 = -903909.707859
  nChanged 7
		SP:Iteration 52Q (21840.100000 sec): 3 clusters
  Score: Raw -908149.767714 + Penalty 4237.838803 = -903911.928911
  nChanged 6
		SP:Iteration 53Q (21840.290000 sec): 3 clusters
  Score: Raw -908152.044524 + Penalty 4237.838803 = -903914.205721
  nChanged 7
		SP:Iteration 54Q (21840.500000 sec): 3 clusters
  Score: Raw -908155.253557 + Penalty 4237.838803 = -903917.414753
  nChanged 12
		SP:Iteration 55Q (21840.710000 sec): 3 clusters
  Score: Raw -908160.255835 + Penalty 4237.838803 = -903922.417032
  nChanged 19
		SP:Iteration 56Q (21840.940000 sec): 3 clusters
  Score: Raw -908167.762204 + Penalty 4237.838803 = -903929.923401
  nChanged 13
		SP:Iteration 57Q (21841.140000 sec): 3 clusters
  Score: Raw -908172.855571 + Penalty 4237.838803 = -903935.016767
  nChanged 9
		SP:Iteration 58Q (21841.340000 sec): 3 clusters
  Score: Raw -908176.986926 + Penalty 4237.838803 = -903939.148122
  nChanged 8
		SP:Iteration 59Q (21841.510000 sec): 3 clusters
  Score: Raw -908180.485231 + Penalty 4237.838803 = -903942.646428
  nChanged 14
		SP:Iteration 60F (21841.720000 sec): 3 clusters
  Score: Raw -908184.475078 + Penalty 4237.838803 = -903946.636275
  nChanged 9
		SP:Iteration 61Q (21841.950000 sec): 3 clusters
  Score: Raw -908187.781547 + Penalty 4237.838803 = -903949.942744
  nChanged 10
		SP:Iteration 62Q (21842.180000 sec): 3 clusters
  Score: Raw -908190.466361 + Penalty 4237.838803 = -903952.627558
  nChanged 8
		SP:Iteration 63Q (21842.380000 sec): 3 clusters
  Score: Raw -908193.710347 + Penalty 4237.838803 = -903955.871543
  nChanged 8
		SP:Iteration 64Q (21842.590000 sec): 3 clusters
  Score: Raw -908196.881240 + Penalty 4237.838803 = -903959.042437
  nChanged 8
		SP:Iteration 65Q (21842.810000 sec): 3 clusters
  Score: Raw -908199.521644 + Penalty 4237.838803 = -903961.682841
  nChanged 12
		SP:Iteration 66Q (21843.010000 sec): 3 clusters
  Score: Raw -908203.601468 + Penalty 4237.838803 = -903965.762665
  nChanged 10
		SP:Iteration 67Q (21843.230000 sec): 3 clusters
  Score: Raw -908207.076079 + Penalty 4237.838803 = -903969.237276
  nChanged 11
		SP:Iteration 68Q (21843.490000 sec): 3 clusters
  Score: Raw -908210.065813 + Penalty 4237.838803 = -903972.227010
  nChanged 10
		SP:Iteration 69Q (21843.750000 sec): 3 clusters
  Score: Raw -908213.364162 + Penalty 4237.838803 = -903975.525359
  nChanged 6
		SP:Iteration 70Q (21843.920000 sec): 3 clusters
  Score: Raw -908214.989999 + Penalty 4237.838803 = -903977.151196
  nChanged 3
		SP:Iteration 71Q (21844.080000 sec): 3 clusters
  Score: Raw -908216.146065 + Penalty 4237.838803 = -903978.307262
  nChanged 3
		SP:Iteration 72Q (21844.270000 sec): 3 clusters
  Score: Raw -908216.984100 + Penalty 4237.838803 = -903979.145297
  nChanged 6
		SP:Iteration 73Q (21844.440000 sec): 3 clusters
  Score: Raw -908218.931702 + Penalty 4237.838803 = -903981.092899
  nChanged 8
		SP:Iteration 74Q (21844.650000 sec): 3 clusters
  Score: Raw -908220.967378 + Penalty 4237.838803 = -903983.128574
  nChanged 6
		SP:Iteration 75Q (21844.850000 sec): 3 clusters
  Score: Raw -908223.099344 + Penalty 4237.838803 = -903985.260540
  nChanged 9
		SP:Iteration 76Q (21845.150000 sec): 3 clusters
  Score: Raw -908226.326637 + Penalty 4237.838803 = -903988.487834
  nChanged 8
		SP:Iteration 77Q (21845.430000 sec): 3 clusters
  Score: Raw -908228.867159 + Penalty 4237.838803 = -903991.028356
  nChanged 10
		SP:Iteration 78Q (21845.620000 sec): 3 clusters
  Score: Raw -908231.714614 + Penalty 4237.838803 = -903993.875810
  nChanged 5
		SP:Iteration 79Q (21845.840000 sec): 3 clusters
  Score: Raw -908233.993869 + Penalty 4237.838803 = -903996.155066
  nChanged 6
		SP:Iteration 80F (21846.140000 sec): 3 clusters
  Score: Raw -908236.153005 + Penalty 4237.838803 = -903998.314202
  nChanged 6
		SP:Iteration 81Q (21846.340000 sec): 3 clusters
  Score: Raw -908238.925277 + Penalty 4237.838803 = -904001.086474
  nChanged 5
		SP:Iteration 82Q (21846.580000 sec): 3 clusters
  Score: Raw -908240.611882 + Penalty 4237.838803 = -904002.773078
  nChanged 6
		SP:Iteration 83Q (21846.760000 sec): 3 clusters
  Score: Raw -908242.197538 + Penalty 4237.838803 = -904004.358734
  nChanged 8
		SP:Iteration 84Q (21846.980000 sec): 3 clusters
  Score: Raw -908245.831925 + Penalty 4237.838803 = -904007.993122
  nChanged 7
		SP:Iteration 85Q (21847.220000 sec): 3 clusters
  Score: Raw -908247.711337 + Penalty 4237.838803 = -904009.872534
  nChanged 3
		SP:Iteration 86Q (21847.350000 sec): 3 clusters
  Score: Raw -908248.777076 + Penalty 4237.838803 = -904010.938273
  nChanged 2
		SP:Iteration 87Q (21847.570000 sec): 3 clusters
  Score: Raw -908249.221525 + Penalty 4237.838803 = -904011.382721
  nChanged 3
		SP:Iteration 88Q (21847.800000 sec): 3 clusters
  Score: Raw -908250.435871 + Penalty 4237.838803 = -904012.597068
  nChanged 7
		SP:Iteration 89Q (21847.980000 sec): 3 clusters
  Score: Raw -908253.186163 + Penalty 4237.838803 = -904015.347359
  nChanged 10
		SP:Iteration 90Q (21848.220000 sec): 3 clusters
  Score: Raw -908256.516110 + Penalty 4237.838803 = -904018.677306
  nChanged 10
		SP:Iteration 91Q (21848.430000 sec): 3 clusters
  Score: Raw -908258.937894 + Penalty 4237.838803 = -904021.099091
  nChanged 9
		SP:Iteration 92Q (21848.610000 sec): 3 clusters
  Score: Raw -908262.039006 + Penalty 4237.838803 = -904024.200202
  nChanged 5
		SP:Iteration 93Q (21848.780000 sec): 3 clusters
  Score: Raw -908263.408631 + Penalty 4237.838803 = -904025.569828
  nChanged 7
		SP:Iteration 94Q (21849.000000 sec): 3 clusters
  Score: Raw -908265.430289 + Penalty 4237.838803 = -904027.591485
  nChanged 7
		SP:Iteration 95Q (21849.170000 sec): 3 clusters
  Score: Raw -908268.226844 + Penalty 4237.838803 = -904030.388041
  nChanged 5
		SP:Iteration 96Q (21849.350000 sec): 3 clusters
  Score: Raw -908269.231278 + Penalty 4237.838803 = -904031.392474
  nChanged 7
		SP:Iteration 97Q (21849.510000 sec): 3 clusters
  Score: Raw -908270.854117 + Penalty 4237.838803 = -904033.015314
  nChanged 9
		SP:Iteration 98Q (21849.720000 sec): 3 clusters
  Score: Raw -908275.821949 + Penalty 4237.838803 = -904037.983146
  nChanged 7
		SP:Iteration 99Q (21849.880000 sec): 3 clusters
  Score: Raw -908278.359095 + Penalty 4237.838803 = -904040.520292
  nChanged 7
		SP:Iteration 100F (21850.080000 sec): 3 clusters
  Score: Raw -908281.509767 + Penalty 4237.838803 = -904043.670963
  nChanged 9
		SP:Iteration 101Q (21850.280000 sec): 3 clusters
  Score: Raw -908284.672159 + Penalty 4237.838803 = -904046.833356
  nChanged 9
		SP:Iteration 102Q (21850.570000 sec): 3 clusters
  Score: Raw -908287.799615 + Penalty 4237.838803 = -904049.960812
  nChanged 12
		SP:Iteration 103Q (21850.810000 sec): 3 clusters
  Score: Raw -908292.766954 + Penalty 4237.838803 = -904054.928151
  nChanged 20
		SP:Iteration 104Q (21851.020000 sec): 3 clusters
  Score: Raw -908301.417971 + Penalty 4237.838803 = -904063.579168
  nChanged 27
		SP:Iteration 105Q (21851.200000 sec): 3 clusters
  Score: Raw -908314.307714 + Penalty 4237.838803 = -904076.468911
  nChanged 24
		SP:Iteration 106Q (21851.380000 sec): 3 clusters
  Score: Raw -908326.172175 + Penalty 4237.838803 = -904088.333372
  nChanged 26
		SP:Iteration 107Q (21851.580000 sec): 3 clusters
  Score: Raw -908337.780906 + Penalty 4237.838803 = -904099.942103
  nChanged 25
		SP:Iteration 108Q (21851.770000 sec): 3 clusters
  Score: Raw -908348.497680 + Penalty 4237.838803 = -904110.658876
  nChanged 22
		SP:Iteration 109Q (21851.970000 sec): 3 clusters
  Score: Raw -908358.772690 + Penalty 4237.838803 = -904120.933886
  nChanged 26
		SP:Iteration 110Q (21852.150000 sec): 3 clusters
  Score: Raw -908373.202674 + Penalty 4237.838803 = -904135.363871
  nChanged 35
		SP:Iteration 111Q (21852.330000 sec): 3 clusters
  Score: Raw -908397.423747 + Penalty 4237.838803 = -904159.584944
  nChanged 40
		SP:Iteration 112Q (21852.500000 sec): 3 clusters
  Score: Raw -908422.855346 + Penalty 4237.838803 = -904185.016543
  nChanged 42
		SP:Iteration 113Q (21852.670000 sec): 3 clusters
  Score: Raw -908449.074270 + Penalty 4237.838803 = -904211.235467
  nChanged 30
		SP:Iteration 114Q (21852.870000 sec): 3 clusters
  Score: Raw -908469.208670 + Penalty 4237.838803 = -904231.369867
  nChanged 33
		SP:Iteration 115Q (21853.120000 sec): 3 clusters
  Score: Raw -908490.242937 + Penalty 4237.838803 = -904252.404134
  nChanged 31
		SP:Iteration 116Q (21853.390000 sec): 3 clusters
  Score: Raw -908505.661239 + Penalty 4237.838803 = -904267.822436
  nChanged 27
		SP:Iteration 117Q (21853.620000 sec): 3 clusters
  Score: Raw -908520.046379 + Penalty 4237.838803 = -904282.207575
  nChanged 25
		SP:Iteration 118Q (21853.820000 sec): 3 clusters
  Score: Raw -908535.025933 + Penalty 4237.838803 = -904297.187130
  nChanged 33
		SP:Iteration 119Q (21854.020000 sec): 3 clusters
  Score: Raw -908558.734215 + Penalty 4237.838803 = -904320.895412
  nChanged 28
		SP:Iteration 120F (21854.200000 sec): 3 clusters
  Score: Raw -908576.574532 + Penalty 4237.838803 = -904338.735729
  nChanged 34
		SP:Iteration 121Q (21854.430000 sec): 3 clusters
  Score: Raw -908599.331359 + Penalty 4237.838803 = -904361.492555
  nChanged 41
		SP:Iteration 122Q (21854.660000 sec): 3 clusters
  Score: Raw -908634.651861 + Penalty 4237.838803 = -904396.813058
  nChanged 37
		SP:Iteration 123Q (21854.910000 sec): 3 clusters
  Score: Raw -908673.785296 + Penalty 4237.838803 = -904435.946492
  nChanged 41
		SP:Iteration 124Q (21855.130000 sec): 3 clusters
  Score: Raw -908708.701295 + Penalty 4237.838803 = -904470.862492
  nChanged 35
		SP:Iteration 125Q (21855.270000 sec): 3 clusters
  Score: Raw -908738.158750 + Penalty 4237.838803 = -904500.319947
  nChanged 30
		SP:Iteration 126Q (21855.580000 sec): 3 clusters
  Score: Raw -908760.335601 + Penalty 4237.838803 = -904522.496798
  nChanged 21
		SP:Iteration 127Q (21855.810000 sec): 3 clusters
  Score: Raw -908774.881467 + Penalty 4237.838803 = -904537.042663
  nChanged 19
		SP:Iteration 128Q (21856.000000 sec): 3 clusters
  Score: Raw -908789.076235 + Penalty 4237.838803 = -904551.237431
  nChanged 13
		SP:Iteration 129Q (21856.180000 sec): 3 clusters
  Score: Raw -908796.673173 + Penalty 4237.838803 = -904558.834369
  nChanged 12
		SP:Iteration 130Q (21856.340000 sec): 3 clusters
  Score: Raw -908803.568682 + Penalty 4237.838803 = -904565.729878
  nChanged 7
		SP:Iteration 131Q (21856.580000 sec): 3 clusters
  Score: Raw -908807.799172 + Penalty 4237.838803 = -904569.960368
  nChanged 8
		SP:Iteration 132Q (21856.730000 sec): 3 clusters
  Score: Raw -908812.693600 + Penalty 4237.838803 = -904574.854796
  nChanged 10
		SP:Iteration 133Q (21856.890000 sec): 3 clusters
  Score: Raw -908817.312366 + Penalty 4237.838803 = -904579.473563
  nChanged 8
		SP:Iteration 134Q (21857.080000 sec): 3 clusters
  Score: Raw -908822.805557 + Penalty 4237.838803 = -904584.966754
  nChanged 9
		SP:Iteration 135Q (21857.290000 sec): 3 clusters
  Score: Raw -908828.597685 + Penalty 4237.838803 = -904590.758882
  nChanged 8
		SP:Iteration 136Q (21857.440000 sec): 3 clusters
  Score: Raw -908833.804629 + Penalty 4237.838803 = -904595.965826
  nChanged 9
		SP:Iteration 137Q (21857.630000 sec): 3 clusters
  Score: Raw -908838.940939 + Penalty 4237.838803 = -904601.102136
  nChanged 8
		SP:Iteration 138Q (21857.820000 sec): 3 clusters
  Score: Raw -908845.541076 + Penalty 4237.838803 = -904607.702272
  nChanged 6
		SP:Iteration 139Q (21858.020000 sec): 3 clusters
  Score: Raw -908848.850284 + Penalty 4237.838803 = -904611.011481
  nChanged 2
		SP:Iteration 140F (21858.210000 sec): 3 clusters
  Score: Raw -908849.732407 + Penalty 4237.838803 = -904611.893603
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21858.320000 sec): 2 clusters
  Score: Raw -60060.754644 + Penalty 1498.572943 = -58562.181701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21858.410000 sec): 3 clusters
  Score: Raw -60258.453955 + Penalty 2997.145886 = -57261.308069
  nChanged 86
		SP:Iteration 1F (21858.510000 sec): 3 clusters
  Score: Raw -60529.363232 + Penalty 2997.145886 = -57532.217346
  nChanged 20
		SP:Iteration 2Q (21858.600000 sec): 3 clusters
  Score: Raw -60578.854744 + Penalty 2997.145886 = -57581.708859
  nChanged 11
		SP:Iteration 3Q (21858.730000 sec): 3 clusters
  Score: Raw -60611.306029 + Penalty 2997.145886 = -57614.160143
  nChanged 12
		SP:Iteration 4Q (21858.880000 sec): 3 clusters
  Score: Raw -60644.428285 + Penalty 2997.145886 = -57647.282399
  nChanged 5
		SP:Iteration 5Q (21859.070000 sec): 3 clusters
  Score: Raw -60654.064850 + Penalty 2997.145886 = -57656.918965
  nChanged 3
		SP:Iteration 6Q (21859.250000 sec): 3 clusters
  Score: Raw -60662.029936 + Penalty 2997.145886 = -57664.884050
  nChanged 5
		SP:Iteration 7Q (21859.450000 sec): 3 clusters
  Score: Raw -60670.237823 + Penalty 2997.145886 = -57673.091937
  nChanged 6
		SP:Iteration 8Q (21859.570000 sec): 3 clusters
  Score: Raw -60679.864563 + Penalty 2997.145886 = -57682.718677
  nChanged 3
		SP:Iteration 9Q (21859.750000 sec): 3 clusters
  Score: Raw -60682.636664 + Penalty 2997.145886 = -57685.490778
  nChanged 3
		SP:Iteration 10Q (21859.920000 sec): 3 clusters
  Score: Raw -60686.601938 + Penalty 2997.145886 = -57689.456052
  nChanged 1
		SP:Iteration 11Q (21860.060000 sec): 3 clusters
  Score: Raw -60687.966463 + Penalty 2997.145886 = -57690.820578
  nChanged 3
		SP:Iteration 12Q (21860.160000 sec): 3 clusters
  Score: Raw -60692.995159 + Penalty 2997.145886 = -57695.849274
  nChanged 2
		SP:Iteration 13Q (21860.290000 sec): 3 clusters
  Score: Raw -60694.818127 + Penalty 2997.145886 = -57697.672241
  nChanged 2
		SP:Iteration 14Q (21860.470000 sec): 3 clusters
  Score: Raw -60696.000475 + Penalty 2997.145886 = -57698.854590
  nChanged 2
		SP:Iteration 15Q (21860.670000 sec): 3 clusters
  Score: Raw -60699.523610 + Penalty 2997.145886 = -57702.377725
  nChanged 5
		SP:Iteration 16Q (21860.800000 sec): 3 clusters
  Score: Raw -60710.871146 + Penalty 2997.145886 = -57713.725260
  nChanged 5
		SP:Iteration 17Q (21860.920000 sec): 3 clusters
  Score: Raw -60718.190014 + Penalty 2997.145886 = -57721.044128
  nChanged 3
		SP:Iteration 18Q (21861.040000 sec): 3 clusters
  Score: Raw -60722.693059 + Penalty 2997.145886 = -57725.547174
  nChanged 5
		SP:Iteration 19Q (21861.180000 sec): 3 clusters
  Score: Raw -60735.978756 + Penalty 2997.145886 = -57738.832870
  nChanged 4
		SP:Iteration 20F (21861.350000 sec): 3 clusters
  Score: Raw -60748.186582 + Penalty 2997.145886 = -57751.040696
  nChanged 3
		SP:Iteration 21Q (21861.480000 sec): 3 clusters
  Score: Raw -60755.937363 + Penalty 2997.145886 = -57758.791477
  nChanged 3
		SP:Iteration 22Q (21861.660000 sec): 3 clusters
  Score: Raw -60761.273620 + Penalty 2997.145886 = -57764.127734
  nChanged 0
		SP:Iteration 23F (21861.830000 sec): 3 clusters
  Score: Raw -60761.273620 + Penalty 2997.145886 = -57764.127734
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21861.900000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21862.080000 sec): 3 clusters
  Score: Raw -280210.734830 + Penalty 3634.904927 = -276575.829903
  nChanged 460
		SP:Iteration 1F (21862.180000 sec): 3 clusters
  Score: Raw -280581.193175 + Penalty 3634.904927 = -276946.288248
  nChanged 113
		SP:Iteration 2F (21862.320000 sec): 3 clusters
  Score: Raw -280696.084449 + Penalty 3634.904927 = -277061.179522
  nChanged 68
		SP:Iteration 3Q (21862.460000 sec): 3 clusters
  Score: Raw -280766.548412 + Penalty 3634.904927 = -277131.643485
  nChanged 49
		SP:Iteration 4Q (21862.630000 sec): 3 clusters
  Score: Raw -280819.308456 + Penalty 3634.904927 = -277184.403529
  nChanged 34
		SP:Iteration 5Q (21862.750000 sec): 3 clusters
  Score: Raw -280857.971272 + Penalty 3634.904927 = -277223.066345
  nChanged 34
		SP:Iteration 6Q (21862.900000 sec): 3 clusters
  Score: Raw -280886.750806 + Penalty 3634.904927 = -277251.845879
  nChanged 19
		SP:Iteration 7Q (21863.000000 sec): 3 clusters
  Score: Raw -280903.907849 + Penalty 3634.904927 = -277269.002922
  nChanged 12
		SP:Iteration 8Q (21863.130000 sec): 3 clusters
  Score: Raw -280914.913001 + Penalty 3634.904927 = -277280.008074
  nChanged 14
		SP:Iteration 9Q (21863.230000 sec): 3 clusters
  Score: Raw -280922.903258 + Penalty 3634.904927 = -277287.998331
  nChanged 9
		SP:Iteration 10Q (21863.330000 sec): 3 clusters
  Score: Raw -280930.115471 + Penalty 3634.904927 = -277295.210544
  nChanged 7
		SP:Iteration 11Q (21863.470000 sec): 3 clusters
  Score: Raw -280938.022859 + Penalty 3634.904927 = -277303.117932
  nChanged 9
		SP:Iteration 12Q (21863.620000 sec): 3 clusters
  Score: Raw -280947.980604 + Penalty 3634.904927 = -277313.075677
  nChanged 3
		SP:Iteration 13Q (21863.760000 sec): 3 clusters
  Score: Raw -280950.286601 + Penalty 3634.904927 = -277315.381674
  nChanged 2
		SP:Iteration 14Q (21863.900000 sec): 3 clusters
  Score: Raw -280952.539942 + Penalty 3634.904927 = -277317.635015
  nChanged 1
		SP:Iteration 15Q (21864.030000 sec): 3 clusters
  Score: Raw -280952.903595 + Penalty 3634.904927 = -277317.998668
  nChanged 1
		SP:Iteration 16Q (21864.170000 sec): 3 clusters
  Score: Raw -280953.411307 + Penalty 3634.904927 = -277318.506380
  nChanged 1
		SP:Iteration 17Q (21864.320000 sec): 3 clusters
  Score: Raw -280954.246877 + Penalty 3634.904927 = -277319.341950
  nChanged 0
		SP:Iteration 18F (21864.410000 sec): 3 clusters
  Score: Raw -280954.246877 + Penalty 3634.904927 = -277319.341950
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21864.510000 sec): 2 clusters
  Score: Raw -27791.757628 + Penalty 1373.258898 = -26418.498730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21864.640000 sec): 3 clusters
  Score: Raw -28016.936389 + Penalty 2746.517796 = -25270.418593
  nChanged 38
		SP:Iteration 1F (21864.740000 sec): 3 clusters
  Score: Raw -28143.036574 + Penalty 2746.517796 = -25396.518777
  nChanged 6
		SP:Iteration 2Q (21864.880000 sec): 3 clusters
  Score: Raw -28167.140297 + Penalty 2746.517796 = -25420.622500
  nChanged 0
		SP:Iteration 3F (21864.970000 sec): 3 clusters
  Score: Raw -28167.140297 + Penalty 2746.517796 = -25420.622500
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21865.060000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21865.190000 sec): 3 clusters
  Score: Raw -218597.563747 + Penalty 3502.847050 = -215094.716698
  nChanged 302
		SP:Iteration 1F (21865.300000 sec): 3 clusters
  Score: Raw -218927.638717 + Penalty 3502.847050 = -215424.791667
  nChanged 101
		SP:Iteration 2F (21865.390000 sec): 3 clusters
  Score: Raw -219095.806643 + Penalty 3502.847050 = -215592.959593
  nChanged 64
		SP:Iteration 3F (21865.560000 sec): 3 clusters
  Score: Raw -219204.650389 + Penalty 3502.847050 = -215701.803339
  nChanged 51
		SP:Iteration 4Q (21865.690000 sec): 3 clusters
  Score: Raw -219351.804147 + Penalty 3502.847050 = -215848.957097
  nChanged 60
		SP:Iteration 5F (21865.820000 sec): 3 clusters
  Score: Raw -219470.560285 + Penalty 3502.847050 = -215967.713235
  nChanged 41
		SP:Iteration 6Q (21865.950000 sec): 3 clusters
  Score: Raw -219536.138183 + Penalty 3502.847050 = -216033.291133
  nChanged 30
		SP:Iteration 7Q (21866.090000 sec): 3 clusters
  Score: Raw -219589.634449 + Penalty 3502.847050 = -216086.787400
  nChanged 26
		SP:Iteration 8Q (21866.240000 sec): 3 clusters
  Score: Raw -219628.749521 + Penalty 3502.847050 = -216125.902471
  nChanged 22
		SP:Iteration 9Q (21866.330000 sec): 3 clusters
  Score: Raw -219664.916784 + Penalty 3502.847050 = -216162.069735
  nChanged 15
		SP:Iteration 10Q (21866.470000 sec): 3 clusters
  Score: Raw -219683.344292 + Penalty 3502.847050 = -216180.497242
  nChanged 7
		SP:Iteration 11Q (21866.610000 sec): 3 clusters
  Score: Raw -219691.418615 + Penalty 3502.847050 = -216188.571565
  nChanged 7
		SP:Iteration 12Q (21866.750000 sec): 3 clusters
  Score: Raw -219708.382399 + Penalty 3502.847050 = -216205.535349
  nChanged 10
		SP:Iteration 13Q (21866.860000 sec): 3 clusters
  Score: Raw -219727.012535 + Penalty 3502.847050 = -216224.165485
  nChanged 6
		SP:Iteration 14Q (21866.990000 sec): 3 clusters
  Score: Raw -219737.441908 + Penalty 3502.847050 = -216234.594858
  nChanged 8
		SP:Iteration 15Q (21867.120000 sec): 3 clusters
  Score: Raw -219758.773638 + Penalty 3502.847050 = -216255.926588
  nChanged 11
		SP:Iteration 16Q (21867.250000 sec): 3 clusters
  Score: Raw -219773.505408 + Penalty 3502.847050 = -216270.658358
  nChanged 2
		SP:Iteration 17Q (21867.370000 sec): 3 clusters
  Score: Raw -219778.531388 + Penalty 3502.847050 = -216275.684338
  nChanged 2
		SP:Iteration 18Q (21867.500000 sec): 3 clusters
  Score: Raw -219781.548221 + Penalty 3502.847050 = -216278.701171
  nChanged 3
		SP:Iteration 19Q (21867.630000 sec): 3 clusters
  Score: Raw -219785.307281 + Penalty 3502.847050 = -216282.460231
  nChanged 6
		SP:Iteration 20F (21867.770000 sec): 3 clusters
  Score: Raw -219792.613430 + Penalty 3502.847050 = -216289.766381
  nChanged 2
		SP:Iteration 21Q (21867.930000 sec): 3 clusters
  Score: Raw -219795.715638 + Penalty 3502.847050 = -216292.868588
  nChanged 3
		SP:Iteration 22Q (21868.080000 sec): 3 clusters
  Score: Raw -219801.390322 + Penalty 3502.847050 = -216298.543273
  nChanged 0
		SP:Iteration 23F (21868.250000 sec): 3 clusters
  Score: Raw -219801.390322 + Penalty 3502.847050 = -216298.543273
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21868.300000 sec): 2 clusters
  Score: Raw -37306.611106 + Penalty 1342.088221 = -35964.522885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21868.470000 sec): 3 clusters
  Score: Raw -37465.799285 + Penalty 2684.176442 = -34781.622844
  nChanged 23
		SP:Iteration 1F (21868.710000 sec): 3 clusters
  Score: Raw -37554.657077 + Penalty 2684.176442 = -34870.480635
  nChanged 5
		SP:Iteration 2Q (21868.830000 sec): 3 clusters
  Score: Raw -37574.690706 + Penalty 2684.176442 = -34890.514264
  nChanged 0
		SP:Iteration 3F (21868.970000 sec): 3 clusters
  Score: Raw -37574.690706 + Penalty 2684.176442 = -34890.514264
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21869.030000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21869.170000 sec): 3 clusters
  Score: Raw -35260.605361 + Penalty 2681.957199 = -32578.648162
  nChanged 26
		SP:Iteration 1F (21869.310000 sec): 3 clusters
  Score: Raw -35517.340173 + Penalty 2681.957199 = -32835.382974
  nChanged 18
		SP:Iteration 2F (21869.450000 sec): 3 clusters
  Score: Raw -35622.733323 + Penalty 2681.957199 = -32940.776124
  nChanged 7
		SP:Iteration 3Q (21869.540000 sec): 3 clusters
  Score: Raw -35701.315106 + Penalty 2681.957199 = -33019.357907
  nChanged 5
		SP:Iteration 4Q (21869.670000 sec): 3 clusters
  Score: Raw -35729.564399 + Penalty 2681.957199 = -33047.607200
  nChanged 1
		SP:Iteration 5Q (21869.760000 sec): 3 clusters
  Score: Raw -35733.490738 + Penalty 2681.957199 = -33051.533539
  nChanged 1
		SP:Iteration 6Q (21869.890000 sec): 3 clusters
  Score: Raw -35741.497609 + Penalty 2681.957199 = -33059.540411
  nChanged 1
		SP:Iteration 7Q (21869.980000 sec): 3 clusters
  Score: Raw -35748.619331 + Penalty 2681.957199 = -33066.662133
  nChanged 1
		SP:Iteration 8Q (21870.110000 sec): 3 clusters
  Score: Raw -35759.036994 + Penalty 2681.957199 = -33077.079795
  nChanged 1
		SP:Iteration 9Q (21870.250000 sec): 3 clusters
  Score: Raw -35765.756114 + Penalty 2681.957199 = -33083.798916
  nChanged 0
		SP:Iteration 10F (21870.400000 sec): 3 clusters
  Score: Raw -35765.756114 + Penalty 2681.957199 = -33083.798916
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21870.470000 sec): 2 clusters
  Score: Raw -49732.065862 + Penalty 1446.306854 = -48285.759008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21870.610000 sec): 3 clusters
  Score: Raw -49991.959518 + Penalty 2892.613709 = -47099.345809
  nChanged 49
		SP:Iteration 1F (21870.760000 sec): 3 clusters
  Score: Raw -50194.566176 + Penalty 2892.613709 = -47301.952467
  nChanged 30
		SP:Iteration 2F (21870.900000 sec): 3 clusters
  Score: Raw -50343.922227 + Penalty 2892.613709 = -47451.308519
  nChanged 17
		SP:Iteration 3Q (21871.050000 sec): 3 clusters
  Score: Raw -50420.189084 + Penalty 2892.613709 = -47527.575375
  nChanged 9
		SP:Iteration 4Q (21871.190000 sec): 3 clusters
  Score: Raw -50454.288587 + Penalty 2892.613709 = -47561.674878
  nChanged 5
		SP:Iteration 5Q (21871.330000 sec): 3 clusters
  Score: Raw -50486.374874 + Penalty 2892.613709 = -47593.761166
  nChanged 4
		SP:Iteration 6Q (21871.480000 sec): 3 clusters
  Score: Raw -50534.904628 + Penalty 2892.613709 = -47642.290919
  nChanged 7
		SP:Iteration 7Q (21871.610000 sec): 3 clusters
  Score: Raw -50595.886167 + Penalty 2892.613709 = -47703.272459
  nChanged 3
		SP:Iteration 8Q (21871.820000 sec): 3 clusters
  Score: Raw -50708.540635 + Penalty 2892.613709 = -47815.926926
  nChanged 1
		SP:Iteration 9Q (21871.990000 sec): 3 clusters
  Score: Raw -50710.227999 + Penalty 2892.613709 = -47817.614290
  nChanged 0
		SP:Iteration 10F (21872.120000 sec): 3 clusters
  Score: Raw -50710.227999 + Penalty 2892.613709 = -47817.614290
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21872.370000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21872.590000 sec): 3 clusters
  Score: Raw -2506966.274947 + Penalty 4719.526554 = -2502246.748394
  nChanged 5801
		SP:Iteration 1F (21872.890000 sec): 3 clusters
  Score: Raw -2510076.498487 + Penalty 4719.526554 = -2505356.971933
  nChanged 857
		SP:Iteration 2F (21873.130000 sec): 3 clusters
  Score: Raw -2510496.166730 + Penalty 4719.526554 = -2505776.640176
  nChanged 742
		SP:Iteration 3F (21873.460000 sec): 3 clusters
  Score: Raw -2510871.837498 + Penalty 4719.526554 = -2506152.310944
  nChanged 687
		SP:Iteration 4F (21873.720000 sec): 3 clusters
  Score: Raw -2511226.501005 + Penalty 4719.526554 = -2506506.974451
  nChanged 639
		SP:Iteration 5Q (21873.970000 sec): 3 clusters
  Score: Raw -2511573.878995 + Penalty 4719.526554 = -2506854.352441
  nChanged 651
		SP:Iteration 6Q (21874.290000 sec): 3 clusters
  Score: Raw -2511970.645965 + Penalty 4719.526554 = -2507251.119412
  nChanged 695
		SP:Iteration 7F (21874.510000 sec): 3 clusters
  Score: Raw -2512424.627434 + Penalty 4719.526554 = -2507705.100880
  nChanged 679
		SP:Iteration 8F (21874.790000 sec): 3 clusters
  Score: Raw -2512834.368780 + Penalty 4719.526554 = -2508114.842226
  nChanged 627
		SP:Iteration 9Q (21875.050000 sec): 3 clusters
  Score: Raw -2513200.809759 + Penalty 4719.526554 = -2508481.283205
  nChanged 555
		SP:Iteration 10Q (21875.350000 sec): 3 clusters
  Score: Raw -2513466.252600 + Penalty 4719.526554 = -2508746.726046
  nChanged 418
		SP:Iteration 11Q (21875.600000 sec): 3 clusters
  Score: Raw -2513649.430078 + Penalty 4719.526554 = -2508929.903524
  nChanged 363
		SP:Iteration 12Q (21875.890000 sec): 3 clusters
  Score: Raw -2513795.349493 + Penalty 4719.526554 = -2509075.822940
  nChanged 278
		SP:Iteration 13Q (21876.180000 sec): 3 clusters
  Score: Raw -2513908.336819 + Penalty 4719.526554 = -2509188.810266
  nChanged 248
		SP:Iteration 14Q (21876.490000 sec): 3 clusters
  Score: Raw -2514006.727611 + Penalty 4719.526554 = -2509287.201058
  nChanged 205
		SP:Iteration 15Q (21876.880000 sec): 3 clusters
  Score: Raw -2514081.601846 + Penalty 4719.526554 = -2509362.075293
  nChanged 167
		SP:Iteration 16Q (21877.140000 sec): 3 clusters
  Score: Raw -2514133.923903 + Penalty 4719.526554 = -2509414.397349
  nChanged 117
		SP:Iteration 17Q (21877.390000 sec): 3 clusters
  Score: Raw -2514164.675987 + Penalty 4719.526554 = -2509445.149434
  nChanged 103
		SP:Iteration 18Q (21877.740000 sec): 3 clusters
  Score: Raw -2514191.707640 + Penalty 4719.526554 = -2509472.181086
  nChanged 110
		SP:Iteration 19Q (21878.060000 sec): 3 clusters
  Score: Raw -2514214.778933 + Penalty 4719.526554 = -2509495.252379
  nChanged 81
		SP:Iteration 20F (21878.310000 sec): 3 clusters
  Score: Raw -2514230.314253 + Penalty 4719.526554 = -2509510.787700
  nChanged 64
		SP:Iteration 21Q (21878.600000 sec): 3 clusters
  Score: Raw -2514240.477662 + Penalty 4719.526554 = -2509520.951108
  nChanged 43
		SP:Iteration 22Q (21878.850000 sec): 3 clusters
  Score: Raw -2514246.287751 + Penalty 4719.526554 = -2509526.761198
  nChanged 30
		SP:Iteration 23Q (21879.180000 sec): 3 clusters
  Score: Raw -2514250.900708 + Penalty 4719.526554 = -2509531.374155
  nChanged 32
		SP:Iteration 24Q (21879.490000 sec): 3 clusters
  Score: Raw -2514255.128632 + Penalty 4719.526554 = -2509535.602078
  nChanged 20
		SP:Iteration 25Q (21879.830000 sec): 3 clusters
  Score: Raw -2514257.538978 + Penalty 4719.526554 = -2509538.012424
  nChanged 20
		SP:Iteration 26Q (21880.080000 sec): 3 clusters
  Score: Raw -2514260.146126 + Penalty 4719.526554 = -2509540.619573
  nChanged 21
		SP:Iteration 27Q (21880.360000 sec): 3 clusters
  Score: Raw -2514262.677940 + Penalty 4719.526554 = -2509543.151386
  nChanged 21
		SP:Iteration 28Q (21880.650000 sec): 3 clusters
  Score: Raw -2514265.695476 + Penalty 4719.526554 = -2509546.168923
  nChanged 20
		SP:Iteration 29Q (21880.860000 sec): 3 clusters
  Score: Raw -2514268.593653 + Penalty 4719.526554 = -2509549.067099
  nChanged 14
		SP:Iteration 30Q (21881.130000 sec): 3 clusters
  Score: Raw -2514270.785998 + Penalty 4719.526554 = -2509551.259444
  nChanged 8
		SP:Iteration 31Q (21881.460000 sec): 3 clusters
  Score: Raw -2514271.411993 + Penalty 4719.526554 = -2509551.885440
  nChanged 6
		SP:Iteration 32Q (21881.750000 sec): 3 clusters
  Score: Raw -2514272.180553 + Penalty 4719.526554 = -2509552.654000
  nChanged 11
		SP:Iteration 33Q (21882.030000 sec): 3 clusters
  Score: Raw -2514273.568364 + Penalty 4719.526554 = -2509554.041810
  nChanged 7
		SP:Iteration 34Q (21882.320000 sec): 3 clusters
  Score: Raw -2514274.498989 + Penalty 4719.526554 = -2509554.972435
  nChanged 8
		SP:Iteration 35Q (21882.600000 sec): 3 clusters
  Score: Raw -2514275.484513 + Penalty 4719.526554 = -2509555.957959
  nChanged 10
		SP:Iteration 36Q (21882.900000 sec): 3 clusters
  Score: Raw -2514276.503451 + Penalty 4719.526554 = -2509556.976898
  nChanged 8
		SP:Iteration 37Q (21883.170000 sec): 3 clusters
  Score: Raw -2514277.264003 + Penalty 4719.526554 = -2509557.737450
  nChanged 7
		SP:Iteration 38Q (21883.390000 sec): 3 clusters
  Score: Raw -2514277.894032 + Penalty 4719.526554 = -2509558.367478
  nChanged 6
		SP:Iteration 39Q (21883.690000 sec): 3 clusters
  Score: Raw -2514278.614882 + Penalty 4719.526554 = -2509559.088328
  nChanged 7
		SP:Iteration 40F (21883.890000 sec): 3 clusters
  Score: Raw -2514279.314903 + Penalty 4719.526554 = -2509559.788349
  nChanged 10
		SP:Iteration 41Q (21884.190000 sec): 3 clusters
  Score: Raw -2514280.040409 + Penalty 4719.526554 = -2509560.513855
  nChanged 4
		SP:Iteration 42Q (21884.470000 sec): 3 clusters
  Score: Raw -2514280.309422 + Penalty 4719.526554 = -2509560.782869
  nChanged 3
		SP:Iteration 43Q (21884.720000 sec): 3 clusters
  Score: Raw -2514280.546270 + Penalty 4719.526554 = -2509561.019717
  nChanged 2
		SP:Iteration 44Q (21884.950000 sec): 3 clusters
  Score: Raw -2514280.701912 + Penalty 4719.526554 = -2509561.175358
  nChanged 0
		SP:Iteration 45F (21885.130000 sec): 3 clusters
  Score: Raw -2514280.701912 + Penalty 4719.526554 = -2509561.175358
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21886.310000 sec): 2 clusters
  Score: Raw -37626300.828651 + Penalty 3039.518732 = -37623261.309919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21887.950000 sec): 3 clusters
  Score: Raw -37488230.471914 + Penalty 6079.037464 = -37482151.434450
  nChanged 101378
		SP:Iteration 1F (21889.610000 sec): 3 clusters
  Score: Raw -37547068.245799 + Penalty 6079.037464 = -37540989.208335
  nChanged 5042
		SP:Iteration 2Q (21891.370000 sec): 3 clusters
  Score: Raw -37547972.566828 + Penalty 6079.037464 = -37541893.529364
  nChanged 5487
		SP:Iteration 3Q (21893.130000 sec): 3 clusters
  Score: Raw -37549192.557690 + Penalty 6079.037464 = -37543113.520226
  nChanged 6580
		SP:Iteration 4Q (21894.760000 sec): 3 clusters
  Score: Raw -37551066.543083 + Penalty 6079.037464 = -37544987.505619
  nChanged 8722
		SP:Iteration 5Q (21896.570000 sec): 3 clusters
  Score: Raw -37554543.668141 + Penalty 6079.037464 = -37548464.630677
  nChanged 12066
		SP:Iteration 6F (21898.030000 sec): 3 clusters
  Score: Raw -37561244.320832 + Penalty 6079.037464 = -37555165.283368
  nChanged 16431
		SP:Iteration 7F (21899.600000 sec): 3 clusters
  Score: Raw -37573383.189940 + Penalty 6079.037464 = -37567304.152476
  nChanged 19241
		SP:Iteration 8F (21901.270000 sec): 3 clusters
  Score: Raw -37590803.300267 + Penalty 6079.037464 = -37584724.262803
  nChanged 17470
		SP:Iteration 9F (21902.830000 sec): 3 clusters
  Score: Raw -37608237.609201 + Penalty 6079.037464 = -37602158.571737
  nChanged 11071
		SP:Iteration 10F (21904.530000 sec): 3 clusters
  Score: Raw -37619234.418002 + Penalty 6079.037464 = -37613155.380538
  nChanged 5110
		SP:Iteration 11Q (21906.110000 sec): 3 clusters
  Score: Raw -37624032.751891 + Penalty 6079.037464 = -37617953.714427
  nChanged 1812
		SP:Iteration 12Q (21907.830000 sec): 3 clusters
  Score: Raw -37625631.454230 + Penalty 6079.037464 = -37619552.416767
  nChanged 608
		SP:Iteration 13Q (21909.200000 sec): 3 clusters
  Score: Raw -37626169.515735 + Penalty 6079.037464 = -37620090.478272
  nChanged 230
		SP:Iteration 14Q (21910.600000 sec): 3 clusters
  Score: Raw -37626398.762477 + Penalty 6079.037464 = -37620319.725013
  nChanged 93
		SP:Iteration 15Q (21912.120000 sec): 3 clusters
  Score: Raw -37626496.840422 + Penalty 6079.037464 = -37620417.802958
  nChanged 46
		SP:Iteration 16Q (21913.530000 sec): 3 clusters
  Score: Raw -37626543.408128 + Penalty 6079.037464 = -37620464.370664
  nChanged 17
		SP:Iteration 17Q (21915.000000 sec): 3 clusters
  Score: Raw -37626557.858812 + Penalty 6079.037464 = -37620478.821348
  nChanged 11
		SP:Iteration 18Q (21916.560000 sec): 3 clusters
  Score: Raw -37626570.436403 + Penalty 6079.037464 = -37620491.398939
  nChanged 12
		SP:Iteration 19Q (21918.290000 sec): 3 clusters
  Score: Raw -37626578.827985 + Penalty 6079.037464 = -37620499.790521
  nChanged 9
		SP:Iteration 20F (21919.770000 sec): 3 clusters
  Score: Raw -37626589.424596 + Penalty 6079.037464 = -37620510.387132
  nChanged 8
		SP:Iteration 21Q (21921.230000 sec): 3 clusters
  Score: Raw -37626597.632592 + Penalty 6079.037464 = -37620518.595129
  nChanged 9
		SP:Iteration 22Q (21922.760000 sec): 3 clusters
  Score: Raw -37626607.951513 + Penalty 6079.037464 = -37620528.914049
  nChanged 5
		SP:Iteration 23Q (21924.220000 sec): 3 clusters
  Score: Raw -37626612.187001 + Penalty 6079.037464 = -37620533.149537
  nChanged 4
		SP:Iteration 24Q (21925.700000 sec): 3 clusters
  Score: Raw -37626615.893370 + Penalty 6079.037464 = -37620536.855906
  nChanged 3
		SP:Iteration 25Q (21927.020000 sec): 3 clusters
  Score: Raw -37626619.982207 + Penalty 6079.037464 = -37620540.944743
  nChanged 4
		SP:Iteration 26Q (21928.440000 sec): 3 clusters
  Score: Raw -37626624.196419 + Penalty 6079.037464 = -37620545.158955
  nChanged 3
		SP:Iteration 27Q (21929.880000 sec): 3 clusters
  Score: Raw -37626628.626864 + Penalty 6079.037464 = -37620549.589400
  nChanged 4
		SP:Iteration 28Q (21931.400000 sec): 3 clusters
  Score: Raw -37626633.006531 + Penalty 6079.037464 = -37620553.969067
  nChanged 3
		SP:Iteration 29Q (21932.810000 sec): 3 clusters
  Score: Raw -37626634.931056 + Penalty 6079.037464 = -37620555.893592
  nChanged 3
		SP:Iteration 30Q (21934.320000 sec): 3 clusters
  Score: Raw -37626639.662854 + Penalty 6079.037464 = -37620560.625390
  nChanged 4
		SP:Iteration 31Q (21935.830000 sec): 3 clusters
  Score: Raw -37626643.824997 + Penalty 6079.037464 = -37620564.787533
  nChanged 5
		SP:Iteration 32Q (21937.470000 sec): 3 clusters
  Score: Raw -37626649.995546 + Penalty 6079.037464 = -37620570.958082
  nChanged 5
		SP:Iteration 33Q (21938.770000 sec): 3 clusters
  Score: Raw -37626655.846539 + Penalty 6079.037464 = -37620576.809075
  nChanged 5
		SP:Iteration 34Q (21940.100000 sec): 3 clusters
  Score: Raw -37626659.617440 + Penalty 6079.037464 = -37620580.579976
  nChanged 3
		SP:Iteration 35Q (21941.490000 sec): 3 clusters
  Score: Raw -37626663.068247 + Penalty 6079.037464 = -37620584.030783
  nChanged 3
		SP:Iteration 36Q (21942.810000 sec): 3 clusters
  Score: Raw -37626667.894557 + Penalty 6079.037464 = -37620588.857093
  nChanged 2
		SP:Iteration 37Q (21944.040000 sec): 3 clusters
  Score: Raw -37626671.576760 + Penalty 6079.037464 = -37620592.539297
  nChanged 6
		SP:Iteration 38Q (21945.480000 sec): 3 clusters
  Score: Raw -37626677.668099 + Penalty 6079.037464 = -37620598.630635
  nChanged 6
		SP:Iteration 39Q (21946.990000 sec): 3 clusters
  Score: Raw -37626683.540104 + Penalty 6079.037464 = -37620604.502640
  nChanged 7
		SP:Iteration 40F (21948.920000 sec): 3 clusters
  Score: Raw -37626693.035246 + Penalty 6079.037464 = -37620613.997782
  nChanged 4
		SP:Iteration 41Q (21950.370000 sec): 3 clusters
  Score: Raw -37626699.114492 + Penalty 6079.037464 = -37620620.077029
  nChanged 4
		SP:Iteration 42Q (21951.790000 sec): 3 clusters
  Score: Raw -37626701.747851 + Penalty 6079.037464 = -37620622.710387
  nChanged 0
		SP:Iteration 43F (21953.430000 sec): 3 clusters
  Score: Raw -37626701.747851 + Penalty 6079.037464 = -37620622.710387
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21953.710000 sec): 2 clusters
  Score: Raw -3606462.162118 + Penalty 2468.200300 = -3603993.961818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21954.020000 sec): 3 clusters
  Score: Raw -3594131.886665 + Penalty 4936.400600 = -3589195.486065
  nChanged 9318
		SP:Iteration 1F (21954.370000 sec): 3 clusters
  Score: Raw -3599626.395065 + Penalty 4936.400600 = -3594689.994466
  nChanged 1453
		SP:Iteration 2F (21954.750000 sec): 3 clusters
  Score: Raw -3600711.009548 + Penalty 4936.400600 = -3595774.608949
  nChanged 1634
		SP:Iteration 3F (21955.050000 sec): 3 clusters
  Score: Raw -3602384.519309 + Penalty 4936.400600 = -3597448.118709
  nChanged 1837
		SP:Iteration 4F (21955.360000 sec): 3 clusters
  Score: Raw -3604479.126284 + Penalty 4936.400600 = -3599542.725684
  nChanged 1783
		SP:Iteration 5F (21955.670000 sec): 3 clusters
  Score: Raw -3606254.165342 + Penalty 4936.400600 = -3601317.764742
  nChanged 1364
		SP:Iteration 6F (21955.900000 sec): 3 clusters
  Score: Raw -3607283.383782 + Penalty 4936.400600 = -3602346.983183
  nChanged 964
		SP:Iteration 7Q (21956.290000 sec): 3 clusters
  Score: Raw -3607797.648743 + Penalty 4936.400600 = -3602861.248144
  nChanged 621
		SP:Iteration 8Q (21956.640000 sec): 3 clusters
  Score: Raw -3608035.528969 + Penalty 4936.400600 = -3603099.128370
  nChanged 452
		SP:Iteration 9Q (21956.960000 sec): 3 clusters
  Score: Raw -3608173.686171 + Penalty 4936.400600 = -3603237.285572
  nChanged 349
		SP:Iteration 10Q (21957.280000 sec): 3 clusters
  Score: Raw -3608271.937088 + Penalty 4936.400600 = -3603335.536489
  nChanged 287
		SP:Iteration 11Q (21957.700000 sec): 3 clusters
  Score: Raw -3608339.941316 + Penalty 4936.400600 = -3603403.540717
  nChanged 234
		SP:Iteration 12Q (21958.070000 sec): 3 clusters
  Score: Raw -3608394.138144 + Penalty 4936.400600 = -3603457.737544
  nChanged 207
		SP:Iteration 13Q (21958.400000 sec): 3 clusters
  Score: Raw -3608433.771970 + Penalty 4936.400600 = -3603497.371370
  nChanged 180
		SP:Iteration 14Q (21958.680000 sec): 3 clusters
  Score: Raw -3608470.208635 + Penalty 4936.400600 = -3603533.808036
  nChanged 169
		SP:Iteration 15Q (21958.990000 sec): 3 clusters
  Score: Raw -3608503.096883 + Penalty 4936.400600 = -3603566.696284
  nChanged 170
		SP:Iteration 16Q (21959.260000 sec): 3 clusters
  Score: Raw -3608532.035400 + Penalty 4936.400600 = -3603595.634801
  nChanged 136
		SP:Iteration 17Q (21959.610000 sec): 3 clusters
  Score: Raw -3608553.230528 + Penalty 4936.400600 = -3603616.829928
  nChanged 110
		SP:Iteration 18Q (21959.980000 sec): 3 clusters
  Score: Raw -3608568.846553 + Penalty 4936.400600 = -3603632.445953
  nChanged 102
		SP:Iteration 19Q (21960.280000 sec): 3 clusters
  Score: Raw -3608584.711903 + Penalty 4936.400600 = -3603648.311303
  nChanged 99
		SP:Iteration 20F (21960.590000 sec): 3 clusters
  Score: Raw -3608601.831241 + Penalty 4936.400600 = -3603665.430642
  nChanged 88
		SP:Iteration 21Q (21960.930000 sec): 3 clusters
  Score: Raw -3608619.068042 + Penalty 4936.400600 = -3603682.667443
  nChanged 100
		SP:Iteration 22Q (21961.320000 sec): 3 clusters
  Score: Raw -3608638.797002 + Penalty 4936.400600 = -3603702.396403
  nChanged 104
		SP:Iteration 23Q (21961.630000 sec): 3 clusters
  Score: Raw -3608657.641430 + Penalty 4936.400600 = -3603721.240830
  nChanged 82
		SP:Iteration 24Q (21961.930000 sec): 3 clusters
  Score: Raw -3608669.573336 + Penalty 4936.400600 = -3603733.172736
  nChanged 68
		SP:Iteration 25Q (21962.240000 sec): 3 clusters
  Score: Raw -3608678.310046 + Penalty 4936.400600 = -3603741.909446
  nChanged 48
		SP:Iteration 26Q (21962.540000 sec): 3 clusters
  Score: Raw -3608684.378692 + Penalty 4936.400600 = -3603747.978093
  nChanged 43
		SP:Iteration 27Q (21962.860000 sec): 3 clusters
  Score: Raw -3608689.498746 + Penalty 4936.400600 = -3603753.098146
  nChanged 43
		SP:Iteration 28Q (21963.130000 sec): 3 clusters
  Score: Raw -3608694.465535 + Penalty 4936.400600 = -3603758.064935
  nChanged 45
		SP:Iteration 29Q (21963.420000 sec): 3 clusters
  Score: Raw -3608698.755052 + Penalty 4936.400600 = -3603762.354453
  nChanged 44
		SP:Iteration 30Q (21963.740000 sec): 3 clusters
  Score: Raw -3608703.761686 + Penalty 4936.400600 = -3603767.361087
  nChanged 38
		SP:Iteration 31Q (21964.010000 sec): 3 clusters
  Score: Raw -3608708.439048 + Penalty 4936.400600 = -3603772.038448
  nChanged 31
		SP:Iteration 32Q (21964.290000 sec): 3 clusters
  Score: Raw -3608711.862023 + Penalty 4936.400600 = -3603775.461423
  nChanged 32
		SP:Iteration 33Q (21964.630000 sec): 3 clusters
  Score: Raw -3608714.809185 + Penalty 4936.400600 = -3603778.408585
  nChanged 28
		SP:Iteration 34Q (21964.890000 sec): 3 clusters
  Score: Raw -3608717.519276 + Penalty 4936.400600 = -3603781.118677
  nChanged 29
		SP:Iteration 35Q (21965.140000 sec): 3 clusters
  Score: Raw -3608720.112692 + Penalty 4936.400600 = -3603783.712092
  nChanged 22
		SP:Iteration 36Q (21965.480000 sec): 3 clusters
  Score: Raw -3608722.305869 + Penalty 4936.400600 = -3603785.905269
  nChanged 21
		SP:Iteration 37Q (21965.760000 sec): 3 clusters
  Score: Raw -3608724.389041 + Penalty 4936.400600 = -3603787.988442
  nChanged 17
		SP:Iteration 38Q (21966.000000 sec): 3 clusters
  Score: Raw -3608725.712389 + Penalty 4936.400600 = -3603789.311790
  nChanged 11
		SP:Iteration 39Q (21966.270000 sec): 3 clusters
  Score: Raw -3608726.484611 + Penalty 4936.400600 = -3603790.084012
  nChanged 8
		SP:Iteration 40F (21966.580000 sec): 3 clusters
  Score: Raw -3608726.985952 + Penalty 4936.400600 = -3603790.585353
  nChanged 8
		SP:Iteration 41Q (21966.840000 sec): 3 clusters
  Score: Raw -3608727.766956 + Penalty 4936.400600 = -3603791.366357
  nChanged 10
		SP:Iteration 42Q (21967.170000 sec): 3 clusters
  Score: Raw -3608728.774588 + Penalty 4936.400600 = -3603792.373988
  nChanged 10
		SP:Iteration 43Q (21967.420000 sec): 3 clusters
  Score: Raw -3608729.401043 + Penalty 4936.400600 = -3603793.000443
  nChanged 5
		SP:Iteration 44Q (21967.700000 sec): 3 clusters
  Score: Raw -3608729.804526 + Penalty 4936.400600 = -3603793.403926
  nChanged 6
		SP:Iteration 45Q (21968.040000 sec): 3 clusters
  Score: Raw -3608730.216018 + Penalty 4936.400600 = -3603793.815418
  nChanged 4
		SP:Iteration 46Q (21968.300000 sec): 3 clusters
  Score: Raw -3608730.463356 + Penalty 4936.400600 = -3603794.062757
  nChanged 0
		SP:Iteration 47F (21968.530000 sec): 3 clusters
  Score: Raw -3608730.463356 + Penalty 4936.400600 = -3603794.062757
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21969.100000 sec): 2 clusters
  Score: Raw -17108699.241021 + Penalty 2845.215958 = -17105854.025063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21969.850000 sec): 3 clusters
  Score: Raw -17047227.675877 + Penalty 5690.431915 = -17041537.243962
  nChanged 45471
		SP:Iteration 1F (21970.620000 sec): 3 clusters
  Score: Raw -17072643.307494 + Penalty 5690.431915 = -17066952.875579
  nChanged 2761
		SP:Iteration 2Q (21971.440000 sec): 3 clusters
  Score: Raw -17073161.284023 + Penalty 5690.431915 = -17067470.852107
  nChanged 2571
		SP:Iteration 3Q (21972.350000 sec): 3 clusters
  Score: Raw -17073616.156559 + Penalty 5690.431915 = -17067925.724644
  nChanged 2418
		SP:Iteration 4Q (21973.070000 sec): 3 clusters
  Score: Raw -17074024.528864 + Penalty 5690.431915 = -17068334.096949
  nChanged 2242
		SP:Iteration 5Q (21973.800000 sec): 3 clusters
  Score: Raw -17074398.184752 + Penalty 5690.431915 = -17068707.752837
  nChanged 2176
		SP:Iteration 6Q (21974.520000 sec): 3 clusters
  Score: Raw -17074762.433585 + Penalty 5690.431915 = -17069072.001670
  nChanged 2095
		SP:Iteration 7Q (21975.230000 sec): 3 clusters
  Score: Raw -17075127.770932 + Penalty 5690.431915 = -17069437.339017
  nChanged 2141
		SP:Iteration 8Q (21976.200000 sec): 3 clusters
  Score: Raw -17075524.636499 + Penalty 5690.431915 = -17069834.204584
  nChanged 2210
		SP:Iteration 9Q (21977.050000 sec): 3 clusters
  Score: Raw -17075961.730288 + Penalty 5690.431915 = -17070271.298372
  nChanged 2390
		SP:Iteration 10Q (21978.010000 sec): 3 clusters
  Score: Raw -17076515.707363 + Penalty 5690.431915 = -17070825.275448
  nChanged 2807
		SP:Iteration 11Q (21978.960000 sec): 3 clusters
  Score: Raw -17077304.219932 + Penalty 5690.431915 = -17071613.788016
  nChanged 3335
		SP:Iteration 12Q (21979.760000 sec): 3 clusters
  Score: Raw -17078458.874330 + Penalty 5690.431915 = -17072768.442415
  nChanged 4231
		SP:Iteration 13Q (21980.610000 sec): 3 clusters
  Score: Raw -17080368.838364 + Penalty 5690.431915 = -17074678.406449
  nChanged 5573
		SP:Iteration 14F (21981.440000 sec): 3 clusters
  Score: Raw -17083690.384535 + Penalty 5690.431915 = -17077999.952619
  nChanged 6890
		SP:Iteration 15F (21982.220000 sec): 3 clusters
  Score: Raw -17088830.471144 + Penalty 5690.431915 = -17083140.039229
  nChanged 7313
		SP:Iteration 16F (21983.000000 sec): 3 clusters
  Score: Raw -17095130.028021 + Penalty 5690.431915 = -17089439.596106
  nChanged 6201
		SP:Iteration 17F (21983.750000 sec): 3 clusters
  Score: Raw -17100831.841927 + Penalty 5690.431915 = -17095141.410011
  nChanged 4178
		SP:Iteration 18Q (21984.560000 sec): 3 clusters
  Score: Raw -17104718.515980 + Penalty 5690.431915 = -17099028.084065
  nChanged 2348
		SP:Iteration 19Q (21985.260000 sec): 3 clusters
  Score: Raw -17106882.353417 + Penalty 5690.431915 = -17101191.921502
  nChanged 1194
		SP:Iteration 20F (21985.960000 sec): 3 clusters
  Score: Raw -17107918.161264 + Penalty 5690.431915 = -17102227.729349
  nChanged 576
		SP:Iteration 21Q (21986.610000 sec): 3 clusters
  Score: Raw -17108389.435530 + Penalty 5690.431915 = -17102699.003614
  nChanged 344
		SP:Iteration 22Q (21987.400000 sec): 3 clusters
  Score: Raw -17108631.402744 + Penalty 5690.431915 = -17102940.970829
  nChanged 213
		SP:Iteration 23Q (21988.080000 sec): 3 clusters
  Score: Raw -17108795.189827 + Penalty 5690.431915 = -17103104.757912
  nChanged 144
		SP:Iteration 24Q (21988.800000 sec): 3 clusters
  Score: Raw -17108897.419589 + Penalty 5690.431915 = -17103206.987674
  nChanged 95
		SP:Iteration 25Q (21989.510000 sec): 3 clusters
  Score: Raw -17108966.317485 + Penalty 5690.431915 = -17103275.885570
  nChanged 70
		SP:Iteration 26Q (21990.250000 sec): 3 clusters
  Score: Raw -17109017.775938 + Penalty 5690.431915 = -17103327.344023
  nChanged 50
		SP:Iteration 27Q (21990.950000 sec): 3 clusters
  Score: Raw -17109050.966652 + Penalty 5690.431915 = -17103360.534737
  nChanged 33
		SP:Iteration 28Q (21991.640000 sec): 3 clusters
  Score: Raw -17109076.240407 + Penalty 5690.431915 = -17103385.808492
  nChanged 25
		SP:Iteration 29Q (21992.330000 sec): 3 clusters
  Score: Raw -17109093.825161 + Penalty 5690.431915 = -17103403.393245
  nChanged 20
		SP:Iteration 30Q (21993.050000 sec): 3 clusters
  Score: Raw -17109103.008476 + Penalty 5690.431915 = -17103412.576560
  nChanged 9
		SP:Iteration 31Q (21993.800000 sec): 3 clusters
  Score: Raw -17109107.306049 + Penalty 5690.431915 = -17103416.874134
  nChanged 8
		SP:Iteration 32Q (21994.490000 sec): 3 clusters
  Score: Raw -17109111.685054 + Penalty 5690.431915 = -17103421.253139
  nChanged 7
		SP:Iteration 33Q (21995.230000 sec): 3 clusters
  Score: Raw -17109116.846372 + Penalty 5690.431915 = -17103426.414457
  nChanged 5
		SP:Iteration 34Q (21995.940000 sec): 3 clusters
  Score: Raw -17109119.828838 + Penalty 5690.431915 = -17103429.396923
  nChanged 1
		SP:Iteration 35Q (21996.660000 sec): 3 clusters
  Score: Raw -17109120.284070 + Penalty 5690.431915 = -17103429.852155
  nChanged 2
		SP:Iteration 36Q (21997.340000 sec): 3 clusters
  Score: Raw -17109121.333897 + Penalty 5690.431915 = -17103430.901982
  nChanged 2
		SP:Iteration 37Q (21998.030000 sec): 3 clusters
  Score: Raw -17109122.295249 + Penalty 5690.431915 = -17103431.863333
  nChanged 2
		SP:Iteration 38Q (21998.780000 sec): 3 clusters
  Score: Raw -17109123.150043 + Penalty 5690.431915 = -17103432.718128
  nChanged 2
		SP:Iteration 39Q (21999.550000 sec): 3 clusters
  Score: Raw -17109125.660174 + Penalty 5690.431915 = -17103435.228259
  nChanged 4
		SP:Iteration 40F (22000.290000 sec): 3 clusters
  Score: Raw -17109127.672377 + Penalty 5690.431915 = -17103437.240461
  nChanged 1
		SP:Iteration 41Q (22001.030000 sec): 3 clusters
  Score: Raw -17109128.183947 + Penalty 5690.431915 = -17103437.752031
  nChanged 0
		SP:Iteration 42F (22001.810000 sec): 3 clusters
  Score: Raw -17109128.183947 + Penalty 5690.431915 = -17103437.752031
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22001.910000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22002.010000 sec): 3 clusters
  Score: Raw -82586.261180 + Penalty 3110.410262 = -79475.850918
  nChanged 98
		SP:Iteration 1F (22002.200000 sec): 3 clusters
  Score: Raw -82788.476937 + Penalty 3110.410262 = -79678.066675
  nChanged 28
		SP:Iteration 2F (22002.310000 sec): 3 clusters
  Score: Raw -82857.477243 + Penalty 3110.410262 = -79747.066980
  nChanged 12
		SP:Iteration 3Q (22002.440000 sec): 3 clusters
  Score: Raw -82878.471827 + Penalty 3110.410262 = -79768.061565
  nChanged 10
		SP:Iteration 4Q (22002.570000 sec): 3 clusters
  Score: Raw -82910.560482 + Penalty 3110.410262 = -79800.150220
  nChanged 10
		SP:Iteration 5Q (22002.710000 sec): 3 clusters
  Score: Raw -82942.249976 + Penalty 3110.410262 = -79831.839714
  nChanged 8
		SP:Iteration 6Q (22002.840000 sec): 3 clusters
  Score: Raw -82962.461659 + Penalty 3110.410262 = -79852.051397
  nChanged 6
		SP:Iteration 7Q (22002.970000 sec): 3 clusters
  Score: Raw -82970.833946 + Penalty 3110.410262 = -79860.423683
  nChanged 2
		SP:Iteration 8Q (22003.110000 sec): 3 clusters
  Score: Raw -82974.338743 + Penalty 3110.410262 = -79863.928481
  nChanged 1
		SP:Iteration 9Q (22003.290000 sec): 3 clusters
  Score: Raw -82980.392286 + Penalty 3110.410262 = -79869.982024
  nChanged 3
		SP:Iteration 10Q (22003.460000 sec): 3 clusters
  Score: Raw -82984.777518 + Penalty 3110.410262 = -79874.367256
  nChanged 2
		SP:Iteration 11Q (22003.590000 sec): 3 clusters
  Score: Raw -82988.866794 + Penalty 3110.410262 = -79878.456531
  nChanged 2
		SP:Iteration 12Q (22003.720000 sec): 3 clusters
  Score: Raw -82992.924318 + Penalty 3110.410262 = -79882.514055
  nChanged 2
		SP:Iteration 13Q (22003.820000 sec): 3 clusters
  Score: Raw -82998.924940 + Penalty 3110.410262 = -79888.514678
  nChanged 2
		SP:Iteration 14Q (22003.930000 sec): 3 clusters
  Score: Raw -83001.628261 + Penalty 3110.410262 = -79891.217999
  nChanged 1
		SP:Iteration 15Q (22004.040000 sec): 3 clusters
  Score: Raw -83002.365882 + Penalty 3110.410262 = -79891.955620
  nChanged 0
		SP:Iteration 16F (22004.190000 sec): 3 clusters
  Score: Raw -83002.365882 + Penalty 3110.410262 = -79891.955620
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22004.230000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22004.330000 sec): 3 clusters
  Score: Raw -34374.927246 + Penalty 2645.028521 = -31729.898724
  nChanged 30
		SP:Iteration 1F (22004.470000 sec): 3 clusters
  Score: Raw -34478.122788 + Penalty 2645.028521 = -31833.094267
  nChanged 4
		SP:Iteration 2Q (22004.570000 sec): 3 clusters
  Score: Raw -34490.994472 + Penalty 2645.028521 = -31845.965950
  nChanged 2
		SP:Iteration 3Q (22004.730000 sec): 3 clusters
  Score: Raw -34498.004917 + Penalty 2645.028521 = -31852.976396
  nChanged 2
		SP:Iteration 4Q (22004.870000 sec): 3 clusters
  Score: Raw -34504.282247 + Penalty 2645.028521 = -31859.253725
  nChanged 2
		SP:Iteration 5Q (22005.010000 sec): 3 clusters
  Score: Raw -34514.049633 + Penalty 2645.028521 = -31869.021111
  nChanged 2
		SP:Iteration 6Q (22005.140000 sec): 3 clusters
  Score: Raw -34517.543748 + Penalty 2645.028521 = -31872.515227
  nChanged 0
		SP:Iteration 7F (22005.280000 sec): 3 clusters
  Score: Raw -34517.543748 + Penalty 2645.028521 = -31872.515227
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22005.350000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22005.530000 sec): 3 clusters
  Score: Raw -18299.228219 + Penalty 2331.438261 = -15967.789957
  nChanged 3
		SP:Iteration 1Q (22005.650000 sec): 3 clusters
  Score: Raw -18314.634154 + Penalty 2331.438261 = -15983.195893
  nChanged 0
		SP:Iteration 2F (22005.780000 sec): 3 clusters
  Score: Raw -18314.634154 + Penalty 2331.438261 = -15983.195893
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22005.820000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22005.950000 sec): 3 clusters
  Score: Raw -79097.046890 + Penalty 3061.163496 = -76035.883393
  nChanged 67
		SP:Iteration 1F (22006.130000 sec): 3 clusters
  Score: Raw -79229.998198 + Penalty 3061.163496 = -76168.834702
  nChanged 20
		SP:Iteration 2Q (22006.270000 sec): 3 clusters
  Score: Raw -79276.618482 + Penalty 3061.163496 = -76215.454986
  nChanged 10
		SP:Iteration 3Q (22006.400000 sec): 3 clusters
  Score: Raw -79296.782827 + Penalty 3061.163496 = -76235.619331
  nChanged 3
		SP:Iteration 4Q (22006.510000 sec): 3 clusters
  Score: Raw -79304.418815 + Penalty 3061.163496 = -76243.255318
  nChanged 4
		SP:Iteration 5Q (22006.650000 sec): 3 clusters
  Score: Raw -79312.245130 + Penalty 3061.163496 = -76251.081633
  nChanged 4
		SP:Iteration 6Q (22006.810000 sec): 3 clusters
  Score: Raw -79324.628733 + Penalty 3061.163496 = -76263.465237
  nChanged 2
		SP:Iteration 7Q (22006.980000 sec): 3 clusters
  Score: Raw -79328.191597 + Penalty 3061.163496 = -76267.028101
  nChanged 2
		SP:Iteration 8Q (22007.150000 sec): 3 clusters
  Score: Raw -79332.822940 + Penalty 3061.163496 = -76271.659444
  nChanged 0
		SP:Iteration 9F (22007.280000 sec): 3 clusters
  Score: Raw -79332.822940 + Penalty 3061.163496 = -76271.659444
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22007.330000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22007.450000 sec): 3 clusters
  Score: Raw -128777.479001 + Penalty 3282.894536 = -125494.584466
  nChanged 182
		SP:Iteration 1F (22007.590000 sec): 3 clusters
  Score: Raw -129034.323143 + Penalty 3282.894536 = -125751.428607
  nChanged 44
		SP:Iteration 2F (22007.730000 sec): 3 clusters
  Score: Raw -129113.629817 + Penalty 3282.894536 = -125830.735281
  nChanged 29
		SP:Iteration 3Q (22007.860000 sec): 3 clusters
  Score: Raw -129158.991557 + Penalty 3282.894536 = -125876.097022
  nChanged 9
		SP:Iteration 4Q (22007.990000 sec): 3 clusters
  Score: Raw -129176.365831 + Penalty 3282.894536 = -125893.471295
  nChanged 7
		SP:Iteration 5Q (22008.120000 sec): 3 clusters
  Score: Raw -129188.377599 + Penalty 3282.894536 = -125905.483063
  nChanged 4
		SP:Iteration 6Q (22008.290000 sec): 3 clusters
  Score: Raw -129195.153224 + Penalty 3282.894536 = -125912.258688
  nChanged 1
		SP:Iteration 7Q (22008.380000 sec): 3 clusters
  Score: Raw -129196.474225 + Penalty 3282.894536 = -125913.579689
  nChanged 1
		SP:Iteration 8Q (22008.560000 sec): 3 clusters
  Score: Raw -129197.916886 + Penalty 3282.894536 = -125915.022350
  nChanged 0
		SP:Iteration 9F (22008.650000 sec): 3 clusters
  Score: Raw -129197.916886 + Penalty 3282.894536 = -125915.022350
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22008.700000 sec): 2 clusters
  Score: Raw -19840.290813 + Penalty 1310.234525 = -18530.056288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22008.790000 sec): 3 clusters
  Score: Raw -20149.888999 + Penalty 2620.469049 = -17529.419950
  nChanged 22
		SP:Iteration 1F (22008.930000 sec): 3 clusters
  Score: Raw -20223.075764 + Penalty 2620.469049 = -17602.606714
  nChanged 3
		SP:Iteration 2Q (22009.060000 sec): 3 clusters
  Score: Raw -20251.320212 + Penalty 2620.469049 = -17630.851163
  nChanged 0
		SP:Iteration 3F (22009.210000 sec): 3 clusters
  Score: Raw -20251.320212 + Penalty 2620.469049 = -17630.851163
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22009.340000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22009.470000 sec): 3 clusters
  Score: Raw -134634.251290 + Penalty 3290.125943 = -131344.125347
  nChanged 168
		SP:Iteration 1F (22009.630000 sec): 3 clusters
  Score: Raw -134850.498324 + Penalty 3290.125943 = -131560.372381
  nChanged 40
		SP:Iteration 2F (22009.740000 sec): 3 clusters
  Score: Raw -134913.824114 + Penalty 3290.125943 = -131623.698171
  nChanged 24
		SP:Iteration 3Q (22009.870000 sec): 3 clusters
  Score: Raw -134949.776602 + Penalty 3290.125943 = -131659.650659
  nChanged 14
		SP:Iteration 4Q (22009.970000 sec): 3 clusters
  Score: Raw -134975.049199 + Penalty 3290.125943 = -131684.923256
  nChanged 10
		SP:Iteration 5Q (22010.070000 sec): 3 clusters
  Score: Raw -134989.392575 + Penalty 3290.125943 = -131699.266632
  nChanged 4
		SP:Iteration 6Q (22010.210000 sec): 3 clusters
  Score: Raw -134999.190904 + Penalty 3290.125943 = -131709.064962
  nChanged 1
		SP:Iteration 7Q (22010.340000 sec): 3 clusters
  Score: Raw -135000.951867 + Penalty 3290.125943 = -131710.825924
  nChanged 1
		SP:Iteration 8Q (22010.470000 sec): 3 clusters
  Score: Raw -135003.793225 + Penalty 3290.125943 = -131713.667282
  nChanged 0
		SP:Iteration 9F (22010.610000 sec): 3 clusters
  Score: Raw -135003.793225 + Penalty 3290.125943 = -131713.667282
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22010.700000 sec): 2 clusters
  Score: Raw -270851.641440 + Penalty 1823.405393 = -269028.236047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22010.840000 sec): 3 clusters
  Score: Raw -270358.586604 + Penalty 3646.810786 = -266711.775818
  nChanged 437
		SP:Iteration 1F (22010.940000 sec): 3 clusters
  Score: Raw -270747.490928 + Penalty 3646.810786 = -267100.680142
  nChanged 138
		SP:Iteration 2F (22011.040000 sec): 3 clusters
  Score: Raw -270915.548083 + Penalty 3646.810786 = -267268.737297
  nChanged 86
		SP:Iteration 3F (22011.170000 sec): 3 clusters
  Score: Raw -271035.799142 + Penalty 3646.810786 = -267388.988357
  nChanged 60
		SP:Iteration 4Q (22011.350000 sec): 3 clusters
  Score: Raw -271107.107684 + Penalty 3646.810786 = -267460.296898
  nChanged 48
		SP:Iteration 5Q (22011.490000 sec): 3 clusters
  Score: Raw -271163.697422 + Penalty 3646.810786 = -267516.886636
  nChanged 35
		SP:Iteration 6Q (22011.580000 sec): 3 clusters
  Score: Raw -271203.220643 + Penalty 3646.810786 = -267556.409857
  nChanged 40
		SP:Iteration 7Q (22011.720000 sec): 3 clusters
  Score: Raw -271246.460255 + Penalty 3646.810786 = -267599.649470
  nChanged 39
		SP:Iteration 8Q (22011.850000 sec): 3 clusters
  Score: Raw -271297.411581 + Penalty 3646.810786 = -267650.600795
  nChanged 40
		SP:Iteration 9Q (22011.990000 sec): 3 clusters
  Score: Raw -271348.249868 + Penalty 3646.810786 = -267701.439083
  nChanged 32
		SP:Iteration 10Q (22012.090000 sec): 3 clusters
  Score: Raw -271377.013846 + Penalty 3646.810786 = -267730.203061
  nChanged 20
		SP:Iteration 11Q (22012.170000 sec): 3 clusters
  Score: Raw -271396.962973 + Penalty 3646.810786 = -267750.152187
  nChanged 21
		SP:Iteration 12Q (22012.320000 sec): 3 clusters
  Score: Raw -271431.417130 + Penalty 3646.810786 = -267784.606344
  nChanged 31
		SP:Iteration 13Q (22012.460000 sec): 3 clusters
  Score: Raw -271476.323952 + Penalty 3646.810786 = -267829.513166
  nChanged 26
		SP:Iteration 14Q (22012.590000 sec): 3 clusters
  Score: Raw -271511.508865 + Penalty 3646.810786 = -267864.698079
  nChanged 21
		SP:Iteration 15Q (22012.680000 sec): 3 clusters
  Score: Raw -271532.671957 + Penalty 3646.810786 = -267885.861171
  nChanged 6
		SP:Iteration 16Q (22012.820000 sec): 3 clusters
  Score: Raw -271544.145316 + Penalty 3646.810786 = -267897.334530
  nChanged 12
		SP:Iteration 17Q (22012.960000 sec): 3 clusters
  Score: Raw -271568.275735 + Penalty 3646.810786 = -267921.464950
  nChanged 17
		SP:Iteration 18Q (22013.070000 sec): 3 clusters
  Score: Raw -271584.893327 + Penalty 3646.810786 = -267938.082542
  nChanged 9
		SP:Iteration 19Q (22013.190000 sec): 3 clusters
  Score: Raw -271597.814417 + Penalty 3646.810786 = -267951.003631
  nChanged 7
		SP:Iteration 20F (22013.290000 sec): 3 clusters
  Score: Raw -271603.986761 + Penalty 3646.810786 = -267957.175976
  nChanged 8
		SP:Iteration 21Q (22013.430000 sec): 3 clusters
  Score: Raw -271612.864539 + Penalty 3646.810786 = -267966.053753
  nChanged 7
		SP:Iteration 22Q (22013.510000 sec): 3 clusters
  Score: Raw -271623.756189 + Penalty 3646.810786 = -267976.945403
  nChanged 7
		SP:Iteration 23Q (22013.650000 sec): 3 clusters
  Score: Raw -271630.544833 + Penalty 3646.810786 = -267983.734047
  nChanged 7
		SP:Iteration 24Q (22013.740000 sec): 3 clusters
  Score: Raw -271641.683922 + Penalty 3646.810786 = -267994.873136
  nChanged 7
		SP:Iteration 25Q (22013.830000 sec): 3 clusters
  Score: Raw -271649.325741 + Penalty 3646.810786 = -268002.514955
  nChanged 9
		SP:Iteration 26Q (22013.970000 sec): 3 clusters
  Score: Raw -271657.744910 + Penalty 3646.810786 = -268010.934124
  nChanged 6
		SP:Iteration 27Q (22014.060000 sec): 3 clusters
  Score: Raw -271666.151257 + Penalty 3646.810786 = -268019.340472
  nChanged 4
		SP:Iteration 28Q (22014.160000 sec): 3 clusters
  Score: Raw -271672.671544 + Penalty 3646.810786 = -268025.860758
  nChanged 4
		SP:Iteration 29Q (22014.250000 sec): 3 clusters
  Score: Raw -271675.799910 + Penalty 3646.810786 = -268028.989124
  nChanged 3
		SP:Iteration 30Q (22014.390000 sec): 3 clusters
  Score: Raw -271678.204059 + Penalty 3646.810786 = -268031.393273
  nChanged 2
		SP:Iteration 31Q (22014.480000 sec): 3 clusters
  Score: Raw -271679.761513 + Penalty 3646.810786 = -268032.950728
  nChanged 2
		SP:Iteration 32Q (22014.570000 sec): 3 clusters
  Score: Raw -271681.641086 + Penalty 3646.810786 = -268034.830301
  nChanged 1
		SP:Iteration 33Q (22014.710000 sec): 3 clusters
  Score: Raw -271682.306626 + Penalty 3646.810786 = -268035.495841
  nChanged 1
		SP:Iteration 34Q (22014.800000 sec): 3 clusters
  Score: Raw -271683.249082 + Penalty 3646.810786 = -268036.438296
  nChanged 2
		SP:Iteration 35Q (22014.940000 sec): 3 clusters
  Score: Raw -271685.508519 + Penalty 3646.810786 = -268038.697733
  nChanged 1
		SP:Iteration 36Q (22015.030000 sec): 3 clusters
  Score: Raw -271686.531816 + Penalty 3646.810786 = -268039.721030
  nChanged 0
		SP:Iteration 37F (22015.130000 sec): 3 clusters
  Score: Raw -271686.531816 + Penalty 3646.810786 = -268039.721030
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22015.180000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22015.270000 sec): 3 clusters
  Score: Raw -59955.753788 + Penalty 2975.472535 = -56980.281253
  nChanged 68
		SP:Iteration 1F (22015.420000 sec): 3 clusters
  Score: Raw -60117.215541 + Penalty 2975.472535 = -57141.743007
  nChanged 15
		SP:Iteration 2Q (22015.550000 sec): 3 clusters
  Score: Raw -60163.009247 + Penalty 2975.472535 = -57187.536713
  nChanged 6
		SP:Iteration 3Q (22015.690000 sec): 3 clusters
  Score: Raw -60179.540294 + Penalty 2975.472535 = -57204.067760
  nChanged 4
		SP:Iteration 4Q (22015.790000 sec): 3 clusters
  Score: Raw -60199.366926 + Penalty 2975.472535 = -57223.894392
  nChanged 5
		SP:Iteration 5Q (22015.890000 sec): 3 clusters
  Score: Raw -60234.105481 + Penalty 2975.472535 = -57258.632946
  nChanged 7
		SP:Iteration 6Q (22015.980000 sec): 3 clusters
  Score: Raw -60290.586962 + Penalty 2975.472535 = -57315.114427
  nChanged 14
		SP:Iteration 7Q (22016.080000 sec): 3 clusters
  Score: Raw -60370.113955 + Penalty 2975.472535 = -57394.641421
  nChanged 18
		SP:Iteration 8Q (22016.220000 sec): 3 clusters
  Score: Raw -60467.236213 + Penalty 2975.472535 = -57491.763678
  nChanged 22
		SP:Iteration 9F (22016.320000 sec): 3 clusters
  Score: Raw -60603.757347 + Penalty 2975.472535 = -57628.284812
  nChanged 17
		SP:Iteration 10Q (22016.470000 sec): 3 clusters
  Score: Raw -60667.060796 + Penalty 2975.472535 = -57691.588261
  nChanged 16
		SP:Iteration 11Q (22016.560000 sec): 3 clusters
  Score: Raw -60828.440038 + Penalty 2975.472535 = -57852.967503
  nChanged 12
		SP:Iteration 12Q (22016.700000 sec): 3 clusters
  Score: Raw -60911.990506 + Penalty 2975.472535 = -57936.517971
  nChanged 11
		SP:Iteration 13Q (22016.800000 sec): 3 clusters
  Score: Raw -60987.231883 + Penalty 2975.472535 = -58011.759348
  nChanged 4
		SP:Iteration 14Q (22016.890000 sec): 3 clusters
  Score: Raw -61002.457678 + Penalty 2975.472535 = -58026.985144
  nChanged 2
		SP:Iteration 15Q (22017.030000 sec): 3 clusters
  Score: Raw -61009.381315 + Penalty 2975.472535 = -58033.908780
  nChanged 1
		SP:Iteration 16Q (22017.160000 sec): 3 clusters
  Score: Raw -61012.994620 + Penalty 2975.472535 = -58037.522085
  nChanged 0
		SP:Iteration 17F (22017.300000 sec): 3 clusters
  Score: Raw -61012.994620 + Penalty 2975.472535 = -58037.522085
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22017.350000 sec): 2 clusters
  Score: Raw -186857.002019 + Penalty 1743.871832 = -185113.130187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22017.490000 sec): 3 clusters
  Score: Raw -186564.622293 + Penalty 3487.743664 = -183076.878628
  nChanged 281
		SP:Iteration 1F (22017.630000 sec): 3 clusters
  Score: Raw -186863.477287 + Penalty 3487.743664 = -183375.733622
  nChanged 79
		SP:Iteration 2F (22017.790000 sec): 3 clusters
  Score: Raw -186961.634620 + Penalty 3487.743664 = -183473.890955
  nChanged 44
		SP:Iteration 3Q (22017.890000 sec): 3 clusters
  Score: Raw -187013.489602 + Penalty 3487.743664 = -183525.745938
  nChanged 30
		SP:Iteration 4Q (22018.050000 sec): 3 clusters
  Score: Raw -187056.024240 + Penalty 3487.743664 = -183568.280576
  nChanged 30
		SP:Iteration 5Q (22018.140000 sec): 3 clusters
  Score: Raw -187098.103695 + Penalty 3487.743664 = -183610.360031
  nChanged 19
		SP:Iteration 6Q (22018.280000 sec): 3 clusters
  Score: Raw -187126.265501 + Penalty 3487.743664 = -183638.521836
  nChanged 15
		SP:Iteration 7Q (22018.440000 sec): 3 clusters
  Score: Raw -187157.946723 + Penalty 3487.743664 = -183670.203059
  nChanged 12
		SP:Iteration 8Q (22018.570000 sec): 3 clusters
  Score: Raw -187174.744070 + Penalty 3487.743664 = -183687.000406
  nChanged 7
		SP:Iteration 9Q (22018.650000 sec): 3 clusters
  Score: Raw -187182.176709 + Penalty 3487.743664 = -183694.433045
  nChanged 9
		SP:Iteration 10Q (22018.780000 sec): 3 clusters
  Score: Raw -187195.160109 + Penalty 3487.743664 = -183707.416445
  nChanged 12
		SP:Iteration 11Q (22018.890000 sec): 3 clusters
  Score: Raw -187208.872626 + Penalty 3487.743664 = -183721.128962
  nChanged 13
		SP:Iteration 12Q (22019.050000 sec): 3 clusters
  Score: Raw -187225.969714 + Penalty 3487.743664 = -183738.226049
  nChanged 14
		SP:Iteration 13Q (22019.190000 sec): 3 clusters
  Score: Raw -187242.352479 + Penalty 3487.743664 = -183754.608815
  nChanged 11
		SP:Iteration 14Q (22019.350000 sec): 3 clusters
  Score: Raw -187250.944233 + Penalty 3487.743664 = -183763.200569
  nChanged 6
		SP:Iteration 15Q (22019.470000 sec): 3 clusters
  Score: Raw -187255.901394 + Penalty 3487.743664 = -183768.157729
  nChanged 3
		SP:Iteration 16Q (22019.610000 sec): 3 clusters
  Score: Raw -187257.369718 + Penalty 3487.743664 = -183769.626054
  nChanged 0
		SP:Iteration 17F (22019.750000 sec): 3 clusters
  Score: Raw -187257.369718 + Penalty 3487.743664 = -183769.626054
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22020.310000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22021.120000 sec): 3 clusters
  Score: Raw -19043755.959426 + Penalty 5708.955617 = -19038047.003809
  nChanged 47199
		SP:Iteration 1F (22021.930000 sec): 3 clusters
  Score: Raw -19070459.971066 + Penalty 5708.955617 = -19064751.015449
  nChanged 3163
		SP:Iteration 2Q (22022.790000 sec): 3 clusters
  Score: Raw -19071193.028991 + Penalty 5708.955617 = -19065484.073374
  nChanged 3441
		SP:Iteration 3Q (22023.670000 sec): 3 clusters
  Score: Raw -19072191.268792 + Penalty 5708.955617 = -19066482.313175
  nChanged 4223
		SP:Iteration 4Q (22024.610000 sec): 3 clusters
  Score: Raw -19073786.658774 + Penalty 5708.955617 = -19068077.703157
  nChanged 5485
		SP:Iteration 5F (22025.390000 sec): 3 clusters
  Score: Raw -19076677.577200 + Penalty 5708.955617 = -19070968.621583
  nChanged 7082
		SP:Iteration 6F (22026.160000 sec): 3 clusters
  Score: Raw -19081407.227579 + Penalty 5708.955617 = -19075698.271962
  nChanged 8102
		SP:Iteration 7F (22026.970000 sec): 3 clusters
  Score: Raw -19087818.700546 + Penalty 5708.955617 = -19082109.744929
  nChanged 7751
		SP:Iteration 8F (22027.740000 sec): 3 clusters
  Score: Raw -19094471.419562 + Penalty 5708.955617 = -19088762.463944
  nChanged 6177
		SP:Iteration 9F (22028.560000 sec): 3 clusters
  Score: Raw -19099951.040878 + Penalty 5708.955617 = -19094242.085261
  nChanged 4146
		SP:Iteration 10Q (22029.460000 sec): 3 clusters
  Score: Raw -19103733.354176 + Penalty 5708.955617 = -19098024.398558
  nChanged 2513
		SP:Iteration 11Q (22030.360000 sec): 3 clusters
  Score: Raw -19106073.089458 + Penalty 5708.955617 = -19100364.133840
  nChanged 1285
		SP:Iteration 12Q (22031.150000 sec): 3 clusters
  Score: Raw -19107328.873312 + Penalty 5708.955617 = -19101619.917694
  nChanged 601
		SP:Iteration 13Q (22031.910000 sec): 3 clusters
  Score: Raw -19108049.347539 + Penalty 5708.955617 = -19102340.391921
  nChanged 253
		SP:Iteration 14Q (22032.710000 sec): 3 clusters
  Score: Raw -19108474.534383 + Penalty 5708.955617 = -19102765.578765
  nChanged 134
		SP:Iteration 15Q (22033.440000 sec): 3 clusters
  Score: Raw -19108679.687898 + Penalty 5708.955617 = -19102970.732280
  nChanged 107
		SP:Iteration 16Q (22034.200000 sec): 3 clusters
  Score: Raw -19108775.266154 + Penalty 5708.955617 = -19103066.310536
  nChanged 72
		SP:Iteration 17Q (22034.950000 sec): 3 clusters
  Score: Raw -19108836.467945 + Penalty 5708.955617 = -19103127.512328
  nChanged 53
		SP:Iteration 18Q (22035.680000 sec): 3 clusters
  Score: Raw -19108879.351417 + Penalty 5708.955617 = -19103170.395800
  nChanged 42
		SP:Iteration 19Q (22036.390000 sec): 3 clusters
  Score: Raw -19108905.717303 + Penalty 5708.955617 = -19103196.761686
  nChanged 32
		SP:Iteration 20F (22037.320000 sec): 3 clusters
  Score: Raw -19108926.108306 + Penalty 5708.955617 = -19103217.152688
  nChanged 17
		SP:Iteration 21Q (22038.120000 sec): 3 clusters
  Score: Raw -19108934.864644 + Penalty 5708.955617 = -19103225.909027
  nChanged 14
		SP:Iteration 22Q (22038.870000 sec): 3 clusters
  Score: Raw -19108940.024234 + Penalty 5708.955617 = -19103231.068617
  nChanged 7
		SP:Iteration 23Q (22039.540000 sec): 3 clusters
  Score: Raw -19108942.973649 + Penalty 5708.955617 = -19103234.018032
  nChanged 8
		SP:Iteration 24Q (22040.270000 sec): 3 clusters
  Score: Raw -19108946.013920 + Penalty 5708.955617 = -19103237.058303
  nChanged 6
		SP:Iteration 25Q (22040.920000 sec): 3 clusters
  Score: Raw -19108948.303791 + Penalty 5708.955617 = -19103239.348174
  nChanged 3
		SP:Iteration 26Q (22041.670000 sec): 3 clusters
  Score: Raw -19108949.018373 + Penalty 5708.955617 = -19103240.062755
  nChanged 0
		SP:Iteration 27F (22042.460000 sec): 3 clusters
  Score: Raw -19108949.018373 + Penalty 5708.955617 = -19103240.062755
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22042.600000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22042.730000 sec): 3 clusters
  Score: Raw -50661.893339 + Penalty 2829.076107 = -47832.817232
  nChanged 32
		SP:Iteration 1F (22042.900000 sec): 3 clusters
  Score: Raw -50758.033705 + Penalty 2829.076107 = -47928.957598
  nChanged 5
		SP:Iteration 2Q (22043.060000 sec): 3 clusters
  Score: Raw -50776.801234 + Penalty 2829.076107 = -47947.725127
  nChanged 2
		SP:Iteration 3Q (22043.220000 sec): 3 clusters
  Score: Raw -50783.979594 + Penalty 2829.076107 = -47954.903486
  nChanged 0
		SP:Iteration 4F (22043.380000 sec): 3 clusters
  Score: Raw -50783.979594 + Penalty 2829.076107 = -47954.903486
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22043.480000 sec): 2 clusters
  Score: Raw -27221.855790 + Penalty 1286.471680 = -25935.384110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22043.640000 sec): 3 clusters
  Score: Raw -27459.462801 + Penalty 2572.943360 = -24886.519441
  nChanged 10
		SP:Iteration 1F (22043.740000 sec): 3 clusters
  Score: Raw -27502.307999 + Penalty 2572.943360 = -24929.364639
  nChanged 7
		SP:Iteration 2Q (22043.880000 sec): 3 clusters
  Score: Raw -27532.076644 + Penalty 2572.943360 = -24959.133284
  nChanged 0
		SP:Iteration 3F (22044.040000 sec): 3 clusters
  Score: Raw -27532.076644 + Penalty 2572.943360 = -24959.133284
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22044.120000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22044.290000 sec): 3 clusters
  Score: Raw -48024.555210 + Penalty 2810.547637 = -45214.007573
  nChanged 26
		SP:Iteration 1F (22044.440000 sec): 3 clusters
  Score: Raw -48099.369331 + Penalty 2810.547637 = -45288.821693
  nChanged 5
		SP:Iteration 2Q (22044.600000 sec): 3 clusters
  Score: Raw -48121.859396 + Penalty 2810.547637 = -45311.311759
  nChanged 4
		SP:Iteration 3Q (22044.760000 sec): 3 clusters
  Score: Raw -48137.178194 + Penalty 2810.547637 = -45326.630557
  nChanged 0
		SP:Iteration 4F (22044.950000 sec): 3 clusters
  Score: Raw -48137.178194 + Penalty 2810.547637 = -45326.630557
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22045.010000 sec): 2 clusters
  Score: Raw -44326.406439 + Penalty 1460.441734 = -42865.964705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22045.170000 sec): 3 clusters
  Score: Raw -44507.413344 + Penalty 2920.883467 = -41586.529877
  nChanged 72
		SP:Iteration 1F (22045.290000 sec): 3 clusters
  Score: Raw -44674.147764 + Penalty 2920.883467 = -41753.264297
  nChanged 13
		SP:Iteration 2Q (22045.440000 sec): 3 clusters
  Score: Raw -44719.483283 + Penalty 2920.883467 = -41798.599816
  nChanged 11
		SP:Iteration 3Q (22045.600000 sec): 3 clusters
  Score: Raw -44746.650199 + Penalty 2920.883467 = -41825.766732
  nChanged 6
		SP:Iteration 4Q (22045.760000 sec): 3 clusters
  Score: Raw -44774.700547 + Penalty 2920.883467 = -41853.817079
  nChanged 8
		SP:Iteration 5Q (22045.940000 sec): 3 clusters
  Score: Raw -44796.234668 + Penalty 2920.883467 = -41875.351201
  nChanged 7
		SP:Iteration 6Q (22046.130000 sec): 3 clusters
  Score: Raw -44810.996865 + Penalty 2920.883467 = -41890.113398
  nChanged 5
		SP:Iteration 7Q (22046.330000 sec): 3 clusters
  Score: Raw -44818.569407 + Penalty 2920.883467 = -41897.685940
  nChanged 2
		SP:Iteration 8Q (22046.450000 sec): 3 clusters
  Score: Raw -44821.053591 + Penalty 2920.883467 = -41900.170124
  nChanged 1
		SP:Iteration 9Q (22046.590000 sec): 3 clusters
  Score: Raw -44823.570157 + Penalty 2920.883467 = -41902.686689
  nChanged 0
		SP:Iteration 10F (22046.750000 sec): 3 clusters
  Score: Raw -44823.570157 + Penalty 2920.883467 = -41902.686689
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22046.930000 sec): 2 clusters
  Score: Raw -2764863.645913 + Penalty 2402.593756 = -2762461.052157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22047.180000 sec): 3 clusters
  Score: Raw -2755749.425396 + Penalty 4805.187512 = -2750944.237884
  nChanged 6925
		SP:Iteration 1F (22047.460000 sec): 3 clusters
  Score: Raw -2759661.677353 + Penalty 4805.187512 = -2754856.489841
  nChanged 924
		SP:Iteration 2F (22047.670000 sec): 3 clusters
  Score: Raw -2760033.520860 + Penalty 4805.187512 = -2755228.333348
  nChanged 761
		SP:Iteration 3Q (22047.970000 sec): 3 clusters
  Score: Raw -2760340.994990 + Penalty 4805.187512 = -2755535.807477
  nChanged 657
		SP:Iteration 4Q (22048.250000 sec): 3 clusters
  Score: Raw -2760591.242756 + Penalty 4805.187512 = -2755786.055244
  nChanged 592
		SP:Iteration 5Q (22048.560000 sec): 3 clusters
  Score: Raw -2760829.245752 + Penalty 4805.187512 = -2756024.058240
  nChanged 591
		SP:Iteration 6Q (22048.820000 sec): 3 clusters
  Score: Raw -2761053.347061 + Penalty 4805.187512 = -2756248.159548
  nChanged 532
		SP:Iteration 7Q (22049.110000 sec): 3 clusters
  Score: Raw -2761271.028413 + Penalty 4805.187512 = -2756465.840901
  nChanged 510
		SP:Iteration 8Q (22049.380000 sec): 3 clusters
  Score: Raw -2761479.697962 + Penalty 4805.187512 = -2756674.510450
  nChanged 512
		SP:Iteration 9Q (22049.660000 sec): 3 clusters
  Score: Raw -2761693.069103 + Penalty 4805.187512 = -2756887.881590
  nChanged 517
		SP:Iteration 10Q (22049.940000 sec): 3 clusters
  Score: Raw -2761922.394325 + Penalty 4805.187512 = -2757117.206812
  nChanged 525
		SP:Iteration 11Q (22050.250000 sec): 3 clusters
  Score: Raw -2762135.306947 + Penalty 4805.187512 = -2757330.119435
  nChanged 480
		SP:Iteration 12Q (22050.430000 sec): 3 clusters
  Score: Raw -2762315.786809 + Penalty 4805.187512 = -2757510.599296
  nChanged 438
		SP:Iteration 13Q (22050.790000 sec): 3 clusters
  Score: Raw -2762475.739533 + Penalty 4805.187512 = -2757670.552021
  nChanged 407
		SP:Iteration 14Q (22051.110000 sec): 3 clusters
  Score: Raw -2762632.029684 + Penalty 4805.187512 = -2757826.842172
  nChanged 393
		SP:Iteration 15Q (22051.430000 sec): 3 clusters
  Score: Raw -2762787.468475 + Penalty 4805.187512 = -2757982.280962
  nChanged 392
		SP:Iteration 16Q (22051.720000 sec): 3 clusters
  Score: Raw -2762954.042299 + Penalty 4805.187512 = -2758148.854786
  nChanged 401
		SP:Iteration 17Q (22051.980000 sec): 3 clusters
  Score: Raw -2763127.641899 + Penalty 4805.187512 = -2758322.454387
  nChanged 358
		SP:Iteration 18Q (22052.240000 sec): 3 clusters
  Score: Raw -2763263.136538 + Penalty 4805.187512 = -2758457.949026
  nChanged 362
		SP:Iteration 19Q (22052.510000 sec): 3 clusters
  Score: Raw -2763389.867932 + Penalty 4805.187512 = -2758584.680420
  nChanged 311
		SP:Iteration 20F (22052.740000 sec): 3 clusters
  Score: Raw -2763495.102875 + Penalty 4805.187512 = -2758689.915363
  nChanged 277
		SP:Iteration 21Q (22053.050000 sec): 3 clusters
  Score: Raw -2763585.927522 + Penalty 4805.187512 = -2758780.740010
  nChanged 256
		SP:Iteration 22Q (22053.330000 sec): 3 clusters
  Score: Raw -2763675.675614 + Penalty 4805.187512 = -2758870.488101
  nChanged 241
		SP:Iteration 23Q (22053.600000 sec): 3 clusters
  Score: Raw -2763747.576179 + Penalty 4805.187512 = -2758942.388667
  nChanged 208
		SP:Iteration 24Q (22053.900000 sec): 3 clusters
  Score: Raw -2763806.671624 + Penalty 4805.187512 = -2759001.484112
  nChanged 178
		SP:Iteration 25Q (22054.140000 sec): 3 clusters
  Score: Raw -2763853.941454 + Penalty 4805.187512 = -2759048.753942
  nChanged 174
		SP:Iteration 26Q (22054.420000 sec): 3 clusters
  Score: Raw -2763907.193999 + Penalty 4805.187512 = -2759102.006487
  nChanged 177
		SP:Iteration 27Q (22054.720000 sec): 3 clusters
  Score: Raw -2763962.525079 + Penalty 4805.187512 = -2759157.337567
  nChanged 180
		SP:Iteration 28Q (22055.000000 sec): 3 clusters
  Score: Raw -2764022.044269 + Penalty 4805.187512 = -2759216.856757
  nChanged 200
		SP:Iteration 29Q (22055.290000 sec): 3 clusters
  Score: Raw -2764093.655055 + Penalty 4805.187512 = -2759288.467543
  nChanged 212
		SP:Iteration 30Q (22055.600000 sec): 3 clusters
  Score: Raw -2764182.347097 + Penalty 4805.187512 = -2759377.159584
  nChanged 220
		SP:Iteration 31Q (22055.920000 sec): 3 clusters
  Score: Raw -2764292.433371 + Penalty 4805.187512 = -2759487.245859
  nChanged 226
		SP:Iteration 32Q (22056.210000 sec): 3 clusters
  Score: Raw -2764403.805622 + Penalty 4805.187512 = -2759598.618110
  nChanged 201
		SP:Iteration 33Q (22056.470000 sec): 3 clusters
  Score: Raw -2764499.856675 + Penalty 4805.187512 = -2759694.669163
  nChanged 175
		SP:Iteration 34Q (22056.720000 sec): 3 clusters
  Score: Raw -2764577.830731 + Penalty 4805.187512 = -2759772.643218
  nChanged 198
		SP:Iteration 35Q (22056.990000 sec): 3 clusters
  Score: Raw -2764664.171529 + Penalty 4805.187512 = -2759858.984017
  nChanged 166
		SP:Iteration 36Q (22057.210000 sec): 3 clusters
  Score: Raw -2764723.941148 + Penalty 4805.187512 = -2759918.753635
  nChanged 148
		SP:Iteration 37Q (22057.500000 sec): 3 clusters
  Score: Raw -2764778.116015 + Penalty 4805.187512 = -2759972.928503
  nChanged 134
		SP:Iteration 38Q (22057.800000 sec): 3 clusters
  Score: Raw -2764825.553771 + Penalty 4805.187512 = -2760020.366259
  nChanged 117
		SP:Iteration 39Q (22058.000000 sec): 3 clusters
  Score: Raw -2764865.667331 + Penalty 4805.187512 = -2760060.479819
  nChanged 119
		SP:Iteration 40F (22058.300000 sec): 3 clusters
  Score: Raw -2764909.010067 + Penalty 4805.187512 = -2760103.822555
  nChanged 125
		SP:Iteration 41Q (22058.570000 sec): 3 clusters
  Score: Raw -2764950.267109 + Penalty 4805.187512 = -2760145.079597
  nChanged 114
		SP:Iteration 42Q (22058.860000 sec): 3 clusters
  Score: Raw -2764987.792202 + Penalty 4805.187512 = -2760182.604690
  nChanged 116
		SP:Iteration 43Q (22059.170000 sec): 3 clusters
  Score: Raw -2765027.095825 + Penalty 4805.187512 = -2760221.908313
  nChanged 99
		SP:Iteration 44Q (22059.380000 sec): 3 clusters
  Score: Raw -2765060.049782 + Penalty 4805.187512 = -2760254.862269
  nChanged 88
		SP:Iteration 45Q (22059.640000 sec): 3 clusters
  Score: Raw -2765090.072629 + Penalty 4805.187512 = -2760284.885117
  nChanged 78
		SP:Iteration 46Q (22059.950000 sec): 3 clusters
  Score: Raw -2765117.299297 + Penalty 4805.187512 = -2760312.111785
  nChanged 90
		SP:Iteration 47Q (22060.190000 sec): 3 clusters
  Score: Raw -2765148.082731 + Penalty 4805.187512 = -2760342.895219
  nChanged 81
		SP:Iteration 48Q (22060.440000 sec): 3 clusters
  Score: Raw -2765174.728140 + Penalty 4805.187512 = -2760369.540628
  nChanged 69
		SP:Iteration 49Q (22060.700000 sec): 3 clusters
  Score: Raw -2765196.847989 + Penalty 4805.187512 = -2760391.660477
  nChanged 58
		SP:Iteration 50Q (22061.000000 sec): 3 clusters
  Score: Raw -2765218.836345 + Penalty 4805.187512 = -2760413.648833
  nChanged 56
		SP:Iteration 51Q (22061.290000 sec): 3 clusters
  Score: Raw -2765237.984477 + Penalty 4805.187512 = -2760432.796965
  nChanged 47
		SP:Iteration 52Q (22061.530000 sec): 3 clusters
  Score: Raw -2765253.076418 + Penalty 4805.187512 = -2760447.888906
  nChanged 36
		SP:Iteration 53Q (22061.830000 sec): 3 clusters
  Score: Raw -2765264.206725 + Penalty 4805.187512 = -2760459.019213
  nChanged 27
		SP:Iteration 54Q (22062.120000 sec): 3 clusters
  Score: Raw -2765272.249643 + Penalty 4805.187512 = -2760467.062131
  nChanged 26
		SP:Iteration 55Q (22062.370000 sec): 3 clusters
  Score: Raw -2765280.991845 + Penalty 4805.187512 = -2760475.804333
  nChanged 23
		SP:Iteration 56Q (22062.610000 sec): 3 clusters
  Score: Raw -2765288.328790 + Penalty 4805.187512 = -2760483.141278
  nChanged 21
		SP:Iteration 57Q (22062.870000 sec): 3 clusters
  Score: Raw -2765295.705589 + Penalty 4805.187512 = -2760490.518077
  nChanged 18
		SP:Iteration 58Q (22063.130000 sec): 3 clusters
  Score: Raw -2765301.879623 + Penalty 4805.187512 = -2760496.692111
  nChanged 17
		SP:Iteration 59Q (22063.410000 sec): 3 clusters
  Score: Raw -2765306.645724 + Penalty 4805.187512 = -2760501.458211
  nChanged 9
		SP:Iteration 60F (22063.630000 sec): 3 clusters
  Score: Raw -2765309.160180 + Penalty 4805.187512 = -2760503.972668
  nChanged 11
		SP:Iteration 61Q (22063.890000 sec): 3 clusters
  Score: Raw -2765311.733939 + Penalty 4805.187512 = -2760506.546427
  nChanged 10
		SP:Iteration 62Q (22064.180000 sec): 3 clusters
  Score: Raw -2765314.173210 + Penalty 4805.187512 = -2760508.985698
  nChanged 4
		SP:Iteration 63Q (22064.420000 sec): 3 clusters
  Score: Raw -2765314.933334 + Penalty 4805.187512 = -2760509.745822
  nChanged 8
		SP:Iteration 64Q (22064.660000 sec): 3 clusters
  Score: Raw -2765317.082811 + Penalty 4805.187512 = -2760511.895299
  nChanged 4
		SP:Iteration 65Q (22064.950000 sec): 3 clusters
  Score: Raw -2765318.035154 + Penalty 4805.187512 = -2760512.847642
  nChanged 4
		SP:Iteration 66Q (22065.190000 sec): 3 clusters
  Score: Raw -2765318.741102 + Penalty 4805.187512 = -2760513.553589
  nChanged 3
		SP:Iteration 67Q (22065.460000 sec): 3 clusters
  Score: Raw -2765319.775655 + Penalty 4805.187512 = -2760514.588143
  nChanged 7
		SP:Iteration 68Q (22065.700000 sec): 3 clusters
  Score: Raw -2765320.764013 + Penalty 4805.187512 = -2760515.576501
  nChanged 3
		SP:Iteration 69Q (22065.980000 sec): 3 clusters
  Score: Raw -2765321.896726 + Penalty 4805.187512 = -2760516.709213
  nChanged 4
		SP:Iteration 70Q (22066.240000 sec): 3 clusters
  Score: Raw -2765322.862052 + Penalty 4805.187512 = -2760517.674539
  nChanged 7
		SP:Iteration 71Q (22066.560000 sec): 3 clusters
  Score: Raw -2765324.656180 + Penalty 4805.187512 = -2760519.468668
  nChanged 4
		SP:Iteration 72Q (22066.820000 sec): 3 clusters
  Score: Raw -2765325.647556 + Penalty 4805.187512 = -2760520.460043
  nChanged 3
		SP:Iteration 73Q (22067.050000 sec): 3 clusters
  Score: Raw -2765326.305174 + Penalty 4805.187512 = -2760521.117661
  nChanged 2
		SP:Iteration 74Q (22067.340000 sec): 3 clusters
  Score: Raw -2765326.844397 + Penalty 4805.187512 = -2760521.656885
  nChanged 2
		SP:Iteration 75Q (22067.610000 sec): 3 clusters
  Score: Raw -2765327.341283 + Penalty 4805.187512 = -2760522.153771
  nChanged 3
		SP:Iteration 76Q (22067.880000 sec): 3 clusters
  Score: Raw -2765327.993819 + Penalty 4805.187512 = -2760522.806307
  nChanged 5
		SP:Iteration 77Q (22068.200000 sec): 3 clusters
  Score: Raw -2765329.373270 + Penalty 4805.187512 = -2760524.185758
  nChanged 2
		SP:Iteration 78Q (22068.500000 sec): 3 clusters
  Score: Raw -2765329.813114 + Penalty 4805.187512 = -2760524.625602
  nChanged 1
		SP:Iteration 79Q (22068.760000 sec): 3 clusters
  Score: Raw -2765329.920147 + Penalty 4805.187512 = -2760524.732635
  nChanged 0
		SP:Iteration 80F (22069.030000 sec): 3 clusters
  Score: Raw -2765329.920147 + Penalty 4805.187512 = -2760524.732635
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22069.150000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22069.330000 sec): 3 clusters
  Score: Raw -19024.568743 + Penalty 2690.775209 = -16333.793534
  nChanged 33
		SP:Iteration 1F (22069.500000 sec): 3 clusters
  Score: Raw -19199.120449 + Penalty 2690.775209 = -16508.345241
  nChanged 14
		SP:Iteration 2F (22069.620000 sec): 3 clusters
  Score: Raw -19277.307370 + Penalty 2690.775209 = -16586.532162
  nChanged 11
		SP:Iteration 3Q (22069.780000 sec): 3 clusters
  Score: Raw -19328.444314 + Penalty 2690.775209 = -16637.669105
  nChanged 5
		SP:Iteration 4Q (22069.940000 sec): 3 clusters
  Score: Raw -19366.461816 + Penalty 2690.775209 = -16675.686608
  nChanged 4
		SP:Iteration 5Q (22070.160000 sec): 3 clusters
  Score: Raw -19389.268766 + Penalty 2690.775209 = -16698.493557
  nChanged 3
		SP:Iteration 6Q (22070.290000 sec): 3 clusters
  Score: Raw -19412.634873 + Penalty 2690.775209 = -16721.859664
  nChanged 2
		SP:Iteration 7Q (22070.430000 sec): 3 clusters
  Score: Raw -19420.070843 + Penalty 2690.775209 = -16729.295634
  nChanged 3
		SP:Iteration 8Q (22070.550000 sec): 3 clusters
  Score: Raw -19465.859197 + Penalty 2690.775209 = -16775.083988
  nChanged 3
		SP:Iteration 9Q (22070.660000 sec): 3 clusters
  Score: Raw -19529.624397 + Penalty 2690.775209 = -16838.849189
  nChanged 4
		SP:Iteration 10Q (22070.770000 sec): 3 clusters
  Score: Raw -19594.285463 + Penalty 2690.775209 = -16903.510254
  nChanged 3
		SP:Iteration 11Q (22070.950000 sec): 3 clusters
  Score: Raw -19614.427740 + Penalty 2690.775209 = -16923.652531
  nChanged 2
		SP:Iteration 12Q (22071.120000 sec): 3 clusters
  Score: Raw -19627.608599 + Penalty 2690.775209 = -16936.833390
  nChanged 2
		SP:Iteration 13Q (22071.280000 sec): 3 clusters
  Score: Raw -19640.037654 + Penalty 2690.775209 = -16949.262445
  nChanged 2
		SP:Iteration 14Q (22071.420000 sec): 3 clusters
  Score: Raw -19650.986348 + Penalty 2690.775209 = -16960.211139
  nChanged 3
		SP:Iteration 15Q (22071.560000 sec): 3 clusters
  Score: Raw -19674.503808 + Penalty 2690.775209 = -16983.728600
  nChanged 1
		SP:Iteration 16Q (22071.710000 sec): 3 clusters
  Score: Raw -19685.198990 + Penalty 2690.775209 = -16994.423781
  nChanged 2
		SP:Iteration 17Q (22071.880000 sec): 3 clusters
  Score: Raw -19704.660145 + Penalty 2690.775209 = -17013.884937
  nChanged 2
		SP:Iteration 18Q (22072.050000 sec): 3 clusters
  Score: Raw -19721.536845 + Penalty 2690.775209 = -17030.761637
  nChanged 1
		SP:Iteration 19Q (22072.210000 sec): 3 clusters
  Score: Raw -19735.581487 + Penalty 2690.775209 = -17044.806279
  nChanged 1
		SP:Iteration 20F (22072.330000 sec): 3 clusters
  Score: Raw -19743.457352 + Penalty 2690.775209 = -17052.682143
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22072.410000 sec): 2 clusters
  Score: Raw -27313.602593 + Penalty 1326.082668 = -25987.519925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22072.570000 sec): 3 clusters
  Score: Raw -27636.244499 + Penalty 2652.165335 = -24984.079164
  nChanged 23
		SP:Iteration 1F (22072.730000 sec): 3 clusters
  Score: Raw -27780.847848 + Penalty 2652.165335 = -25128.682513
  nChanged 10
		SP:Iteration 2Q (22072.920000 sec): 3 clusters
  Score: Raw -27877.929546 + Penalty 2652.165335 = -25225.764211
  nChanged 5
		SP:Iteration 3Q (22073.100000 sec): 3 clusters
  Score: Raw -27927.563163 + Penalty 2652.165335 = -25275.397828
  nChanged 6
		SP:Iteration 4Q (22073.190000 sec): 3 clusters
  Score: Raw -27960.348426 + Penalty 2652.165335 = -25308.183091
  nChanged 3
		SP:Iteration 5Q (22073.350000 sec): 3 clusters
  Score: Raw -27981.166867 + Penalty 2652.165335 = -25329.001532
  nChanged 0
		SP:Iteration 6F (22073.510000 sec): 3 clusters
  Score: Raw -27981.166867 + Penalty 2652.165335 = -25329.001532
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22073.590000 sec): 2 clusters
  Score: Raw -17538.129091 + Penalty 1237.627282 = -16300.501810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22073.750000 sec): 3 clusters
  Score: Raw -17884.429394 + Penalty 2475.254563 = -15409.174831
  nChanged 16
		SP:Iteration 1F (22073.940000 sec): 3 clusters
  Score: Raw -17982.712224 + Penalty 2475.254563 = -15507.457661
  nChanged 4
		SP:Iteration 2Q (22074.130000 sec): 3 clusters
  Score: Raw -18065.858459 + Penalty 2475.254563 = -15590.603896
  nChanged 4
		SP:Iteration 3Q (22074.260000 sec): 3 clusters
  Score: Raw -18131.787194 + Penalty 2475.254563 = -15656.532631
  nChanged 1
		SP:Iteration 4Q (22074.270000 sec): 3 clusters
  Score: Raw -18133.811354 + Penalty 2475.254563 = -15658.556791
  nChanged 0
		SP:Iteration 5F (22074.270000 sec): 3 clusters
  Score: Raw -18133.811354 + Penalty 2475.254563 = -15658.556791
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22074.300000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22074.320000 sec): 3 clusters
  Score: Raw -72029.194075 + Penalty 2992.410766 = -69036.783309
  nChanged 57
		SP:Iteration 1F (22074.440000 sec): 3 clusters
  Score: Raw -72169.346156 + Penalty 2992.410766 = -69176.935390
  nChanged 15
		SP:Iteration 2Q (22074.610000 sec): 3 clusters
  Score: Raw -72202.965162 + Penalty 2992.410766 = -69210.554396
  nChanged 5
		SP:Iteration 3Q (22074.770000 sec): 3 clusters
  Score: Raw -72214.891083 + Penalty 2992.410766 = -69222.480317
  nChanged 1
		SP:Iteration 4Q (22074.950000 sec): 3 clusters
  Score: Raw -72216.340907 + Penalty 2992.410766 = -69223.930141
  nChanged 0
		SP:Iteration 5F (22075.090000 sec): 3 clusters
  Score: Raw -72216.340907 + Penalty 2992.410766 = -69223.930141
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22075.340000 sec): 2 clusters
  Score: Raw -3700563.305464 + Penalty 2469.601467 = -3698093.703997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22075.660000 sec): 3 clusters
  Score: Raw -3688341.828514 + Penalty 4939.202933 = -3683402.625580
  nChanged 9362
		SP:Iteration 1F (22075.970000 sec): 3 clusters
  Score: Raw -3693601.268152 + Penalty 4939.202933 = -3688662.065218
  nChanged 1215
		SP:Iteration 2F (22076.240000 sec): 3 clusters
  Score: Raw -3694222.615053 + Penalty 4939.202933 = -3689283.412119
  nChanged 1107
		SP:Iteration 3F (22076.600000 sec): 3 clusters
  Score: Raw -3694779.372237 + Penalty 4939.202933 = -3689840.169304
  nChanged 1031
		SP:Iteration 4Q (22076.880000 sec): 3 clusters
  Score: Raw -3695299.750240 + Penalty 4939.202933 = -3690360.547307
  nChanged 1033
		SP:Iteration 5Q (22077.190000 sec): 3 clusters
  Score: Raw -3695797.796331 + Penalty 4939.202933 = -3690858.593398
  nChanged 962
		SP:Iteration 6Q (22077.580000 sec): 3 clusters
  Score: Raw -3696253.849968 + Penalty 4939.202933 = -3691314.647034
  nChanged 919
		SP:Iteration 7Q (22077.900000 sec): 3 clusters
  Score: Raw -3696669.596247 + Penalty 4939.202933 = -3691730.393314
  nChanged 818
		SP:Iteration 8Q (22078.180000 sec): 3 clusters
  Score: Raw -3697040.278599 + Penalty 4939.202933 = -3692101.075665
  nChanged 790
		SP:Iteration 9Q (22078.460000 sec): 3 clusters
  Score: Raw -3697349.868805 + Penalty 4939.202933 = -3692410.665872
  nChanged 660
		SP:Iteration 10Q (22078.800000 sec): 3 clusters
  Score: Raw -3697571.644112 + Penalty 4939.202933 = -3692632.441178
  nChanged 531
		SP:Iteration 11Q (22079.090000 sec): 3 clusters
  Score: Raw -3697732.104748 + Penalty 4939.202933 = -3692792.901815
  nChanged 421
		SP:Iteration 12Q (22079.420000 sec): 3 clusters
  Score: Raw -3697856.007789 + Penalty 4939.202933 = -3692916.804856
  nChanged 408
		SP:Iteration 13Q (22079.650000 sec): 3 clusters
  Score: Raw -3697969.324869 + Penalty 4939.202933 = -3693030.121936
  nChanged 344
		SP:Iteration 14Q (22079.940000 sec): 3 clusters
  Score: Raw -3698064.376707 + Penalty 4939.202933 = -3693125.173774
  nChanged 308
		SP:Iteration 15Q (22080.290000 sec): 3 clusters
  Score: Raw -3698148.486233 + Penalty 4939.202933 = -3693209.283300
  nChanged 342
		SP:Iteration 16Q (22080.570000 sec): 3 clusters
  Score: Raw -3698242.176571 + Penalty 4939.202933 = -3693302.973638
  nChanged 311
		SP:Iteration 17Q (22080.870000 sec): 3 clusters
  Score: Raw -3698339.171035 + Penalty 4939.202933 = -3693399.968101
  nChanged 346
		SP:Iteration 18Q (22081.180000 sec): 3 clusters
  Score: Raw -3698427.250896 + Penalty 4939.202933 = -3693488.047963
  nChanged 323
		SP:Iteration 19Q (22081.470000 sec): 3 clusters
  Score: Raw -3698511.382496 + Penalty 4939.202933 = -3693572.179562
  nChanged 282
		SP:Iteration 20F (22081.810000 sec): 3 clusters
  Score: Raw -3698583.693322 + Penalty 4939.202933 = -3693644.490388
  nChanged 295
		SP:Iteration 21Q (22082.120000 sec): 3 clusters
  Score: Raw -3698664.594474 + Penalty 4939.202933 = -3693725.391541
  nChanged 286
		SP:Iteration 22Q (22082.460000 sec): 3 clusters
  Score: Raw -3698739.550171 + Penalty 4939.202933 = -3693800.347238
  nChanged 278
		SP:Iteration 23Q (22082.790000 sec): 3 clusters
  Score: Raw -3698807.752897 + Penalty 4939.202933 = -3693868.549964
  nChanged 248
		SP:Iteration 24Q (22083.090000 sec): 3 clusters
  Score: Raw -3698876.404248 + Penalty 4939.202933 = -3693937.201315
  nChanged 278
		SP:Iteration 25Q (22083.410000 sec): 3 clusters
  Score: Raw -3698947.608693 + Penalty 4939.202933 = -3694008.405759
  nChanged 255
		SP:Iteration 26Q (22083.680000 sec): 3 clusters
  Score: Raw -3699017.769685 + Penalty 4939.202933 = -3694078.566752
  nChanged 260
		SP:Iteration 27Q (22083.970000 sec): 3 clusters
  Score: Raw -3699096.650765 + Penalty 4939.202933 = -3694157.447832
  nChanged 261
		SP:Iteration 28Q (22084.280000 sec): 3 clusters
  Score: Raw -3699169.209407 + Penalty 4939.202933 = -3694230.006474
  nChanged 232
		SP:Iteration 29Q (22084.580000 sec): 3 clusters
  Score: Raw -3699225.198725 + Penalty 4939.202933 = -3694285.995792
  nChanged 213
		SP:Iteration 30Q (22084.880000 sec): 3 clusters
  Score: Raw -3699274.341743 + Penalty 4939.202933 = -3694335.138809
  nChanged 201
		SP:Iteration 31Q (22085.230000 sec): 3 clusters
  Score: Raw -3699323.221349 + Penalty 4939.202933 = -3694384.018415
  nChanged 212
		SP:Iteration 32Q (22085.570000 sec): 3 clusters
  Score: Raw -3699376.516188 + Penalty 4939.202933 = -3694437.313254
  nChanged 243
		SP:Iteration 33Q (22085.900000 sec): 3 clusters
  Score: Raw -3699437.895801 + Penalty 4939.202933 = -3694498.692868
  nChanged 228
		SP:Iteration 34Q (22086.200000 sec): 3 clusters
  Score: Raw -3699494.834034 + Penalty 4939.202933 = -3694555.631100
  nChanged 220
		SP:Iteration 35Q (22086.480000 sec): 3 clusters
  Score: Raw -3699554.928882 + Penalty 4939.202933 = -3694615.725949
  nChanged 214
		SP:Iteration 36Q (22086.780000 sec): 3 clusters
  Score: Raw -3699616.214943 + Penalty 4939.202933 = -3694677.012010
  nChanged 210
		SP:Iteration 37Q (22087.060000 sec): 3 clusters
  Score: Raw -3699673.782835 + Penalty 4939.202933 = -3694734.579902
  nChanged 199
		SP:Iteration 38Q (22087.340000 sec): 3 clusters
  Score: Raw -3699733.298132 + Penalty 4939.202933 = -3694794.095199
  nChanged 195
		SP:Iteration 39Q (22087.640000 sec): 3 clusters
  Score: Raw -3699787.540141 + Penalty 4939.202933 = -3694848.337207
  nChanged 187
		SP:Iteration 40F (22087.930000 sec): 3 clusters
  Score: Raw -3699837.407970 + Penalty 4939.202933 = -3694898.205036
  nChanged 185
		SP:Iteration 41Q (22088.200000 sec): 3 clusters
  Score: Raw -3699880.759891 + Penalty 4939.202933 = -3694941.556957
  nChanged 163
		SP:Iteration 42Q (22088.490000 sec): 3 clusters
  Score: Raw -3699921.226062 + Penalty 4939.202933 = -3694982.023129
  nChanged 154
		SP:Iteration 43Q (22088.820000 sec): 3 clusters
  Score: Raw -3699959.872882 + Penalty 4939.202933 = -3695020.669948
  nChanged 153
		SP:Iteration 44Q (22089.130000 sec): 3 clusters
  Score: Raw -3699998.901361 + Penalty 4939.202933 = -3695059.698427
  nChanged 152
		SP:Iteration 45Q (22089.400000 sec): 3 clusters
  Score: Raw -3700036.989015 + Penalty 4939.202933 = -3695097.786081
  nChanged 155
		SP:Iteration 46Q (22089.710000 sec): 3 clusters
  Score: Raw -3700080.481178 + Penalty 4939.202933 = -3695141.278244
  nChanged 149
		SP:Iteration 47Q (22089.990000 sec): 3 clusters
  Score: Raw -3700121.528071 + Penalty 4939.202933 = -3695182.325137
  nChanged 142
		SP:Iteration 48Q (22090.310000 sec): 3 clusters
  Score: Raw -3700158.642288 + Penalty 4939.202933 = -3695219.439355
  nChanged 139
		SP:Iteration 49Q (22090.630000 sec): 3 clusters
  Score: Raw -3700197.100913 + Penalty 4939.202933 = -3695257.897980
  nChanged 129
		SP:Iteration 50Q (22090.930000 sec): 3 clusters
  Score: Raw -3700231.855970 + Penalty 4939.202933 = -3695292.653037
  nChanged 129
		SP:Iteration 51Q (22091.200000 sec): 3 clusters
  Score: Raw -3700268.049937 + Penalty 4939.202933 = -3695328.847004
  nChanged 119
		SP:Iteration 52Q (22091.520000 sec): 3 clusters
  Score: Raw -3700299.578514 + Penalty 4939.202933 = -3695360.375580
  nChanged 103
		SP:Iteration 53Q (22091.780000 sec): 3 clusters
  Score: Raw -3700327.770353 + Penalty 4939.202933 = -3695388.567420
  nChanged 99
		SP:Iteration 54Q (22092.070000 sec): 3 clusters
  Score: Raw -3700361.501880 + Penalty 4939.202933 = -3695422.298947
  nChanged 103
		SP:Iteration 55Q (22092.380000 sec): 3 clusters
  Score: Raw -3700395.454203 + Penalty 4939.202933 = -3695456.251270
  nChanged 109
		SP:Iteration 56Q (22092.700000 sec): 3 clusters
  Score: Raw -3700431.148773 + Penalty 4939.202933 = -3695491.945840
  nChanged 117
		SP:Iteration 57Q (22092.980000 sec): 3 clusters
  Score: Raw -3700466.920958 + Penalty 4939.202933 = -3695527.718024
  nChanged 100
		SP:Iteration 58Q (22093.270000 sec): 3 clusters
  Score: Raw -3700495.570274 + Penalty 4939.202933 = -3695556.367340
  nChanged 96
		SP:Iteration 59Q (22093.580000 sec): 3 clusters
  Score: Raw -3700523.511072 + Penalty 4939.202933 = -3695584.308139
  nChanged 80
		SP:Iteration 60F (22093.880000 sec): 3 clusters
  Score: Raw -3700546.426292 + Penalty 4939.202933 = -3695607.223359
  nChanged 78
		SP:Iteration 61Q (22094.150000 sec): 3 clusters
  Score: Raw -3700570.411387 + Penalty 4939.202933 = -3695631.208454
  nChanged 84
		SP:Iteration 62Q (22094.450000 sec): 3 clusters
  Score: Raw -3700598.135062 + Penalty 4939.202933 = -3695658.932128
  nChanged 86
		SP:Iteration 63Q (22094.790000 sec): 3 clusters
  Score: Raw -3700628.832990 + Penalty 4939.202933 = -3695689.630056
  nChanged 73
		SP:Iteration 64Q (22095.050000 sec): 3 clusters
  Score: Raw -3700651.849012 + Penalty 4939.202933 = -3695712.646078
  nChanged 73
		SP:Iteration 65Q (22095.330000 sec): 3 clusters
  Score: Raw -3700672.988562 + Penalty 4939.202933 = -3695733.785629
  nChanged 67
		SP:Iteration 66Q (22095.600000 sec): 3 clusters
  Score: Raw -3700695.315762 + Penalty 4939.202933 = -3695756.112829
  nChanged 57
		SP:Iteration 67Q (22095.890000 sec): 3 clusters
  Score: Raw -3700711.263013 + Penalty 4939.202933 = -3695772.060079
  nChanged 62
		SP:Iteration 68Q (22096.180000 sec): 3 clusters
  Score: Raw -3700732.752025 + Penalty 4939.202933 = -3695793.549092
  nChanged 61
		SP:Iteration 69Q (22096.500000 sec): 3 clusters
  Score: Raw -3700758.384166 + Penalty 4939.202933 = -3695819.181233
  nChanged 63
		SP:Iteration 70Q (22096.700000 sec): 3 clusters
  Score: Raw -3700783.214670 + Penalty 4939.202933 = -3695844.011736
  nChanged 54
		SP:Iteration 71Q (22097.020000 sec): 3 clusters
  Score: Raw -3700804.532846 + Penalty 4939.202933 = -3695865.329912
  nChanged 71
		SP:Iteration 72Q (22097.280000 sec): 3 clusters
  Score: Raw -3700829.546694 + Penalty 4939.202933 = -3695890.343760
  nChanged 59
		SP:Iteration 73Q (22097.560000 sec): 3 clusters
  Score: Raw -3700851.451795 + Penalty 4939.202933 = -3695912.248862
  nChanged 65
		SP:Iteration 74Q (22097.780000 sec): 3 clusters
  Score: Raw -3700875.121342 + Penalty 4939.202933 = -3695935.918409
  nChanged 61
		SP:Iteration 75Q (22098.060000 sec): 3 clusters
  Score: Raw -3700896.631524 + Penalty 4939.202933 = -3695957.428591
  nChanged 51
		SP:Iteration 76Q (22098.360000 sec): 3 clusters
  Score: Raw -3700914.785063 + Penalty 4939.202933 = -3695975.582130
  nChanged 46
		SP:Iteration 77Q (22098.630000 sec): 3 clusters
  Score: Raw -3700930.604465 + Penalty 4939.202933 = -3695991.401531
  nChanged 44
		SP:Iteration 78Q (22098.920000 sec): 3 clusters
  Score: Raw -3700945.154462 + Penalty 4939.202933 = -3696005.951529
  nChanged 44
		SP:Iteration 79Q (22099.160000 sec): 3 clusters
  Score: Raw -3700960.734779 + Penalty 4939.202933 = -3696021.531846
  nChanged 39
		SP:Iteration 80F (22099.470000 sec): 3 clusters
  Score: Raw -3700970.615421 + Penalty 4939.202933 = -3696031.412487
  nChanged 31
		SP:Iteration 81Q (22099.780000 sec): 3 clusters
  Score: Raw -3700980.771013 + Penalty 4939.202933 = -3696041.568079
  nChanged 26
		SP:Iteration 82Q (22100.040000 sec): 3 clusters
  Score: Raw -3700988.055403 + Penalty 4939.202933 = -3696048.852469
  nChanged 20
		SP:Iteration 83Q (22100.280000 sec): 3 clusters
  Score: Raw -3700993.132637 + Penalty 4939.202933 = -3696053.929704
  nChanged 15
		SP:Iteration 84Q (22100.610000 sec): 3 clusters
  Score: Raw -3700997.868238 + Penalty 4939.202933 = -3696058.665304
  nChanged 24
		SP:Iteration 85Q (22100.910000 sec): 3 clusters
  Score: Raw -3701005.653899 + Penalty 4939.202933 = -3696066.450965
  nChanged 15
		SP:Iteration 86Q (22101.190000 sec): 3 clusters
  Score: Raw -3701009.854263 + Penalty 4939.202933 = -3696070.651330
  nChanged 14
		SP:Iteration 87Q (22101.470000 sec): 3 clusters
  Score: Raw -3701014.769163 + Penalty 4939.202933 = -3696075.566230
  nChanged 15
		SP:Iteration 88Q (22101.750000 sec): 3 clusters
  Score: Raw -3701021.068281 + Penalty 4939.202933 = -3696081.865347
  nChanged 15
		SP:Iteration 89Q (22102.020000 sec): 3 clusters
  Score: Raw -3701027.764740 + Penalty 4939.202933 = -3696088.561806
  nChanged 14
		SP:Iteration 90Q (22102.320000 sec): 3 clusters
  Score: Raw -3701031.959494 + Penalty 4939.202933 = -3696092.756561
  nChanged 20
		SP:Iteration 91Q (22102.610000 sec): 3 clusters
  Score: Raw -3701036.823190 + Penalty 4939.202933 = -3696097.620257
  nChanged 17
		SP:Iteration 92Q (22102.850000 sec): 3 clusters
  Score: Raw -3701040.629654 + Penalty 4939.202933 = -3696101.426721
  nChanged 15
		SP:Iteration 93Q (22103.100000 sec): 3 clusters
  Score: Raw -3701045.100804 + Penalty 4939.202933 = -3696105.897871
  nChanged 11
		SP:Iteration 94Q (22103.370000 sec): 3 clusters
  Score: Raw -3701048.096489 + Penalty 4939.202933 = -3696108.893556
  nChanged 11
		SP:Iteration 95Q (22103.630000 sec): 3 clusters
  Score: Raw -3701050.462658 + Penalty 4939.202933 = -3696111.259725
  nChanged 10
		SP:Iteration 96Q (22103.870000 sec): 3 clusters
  Score: Raw -3701053.149641 + Penalty 4939.202933 = -3696113.946708
  nChanged 6
		SP:Iteration 97Q (22104.110000 sec): 3 clusters
  Score: Raw -3701054.946168 + Penalty 4939.202933 = -3696115.743234
  nChanged 7
		SP:Iteration 98Q (22104.390000 sec): 3 clusters
  Score: Raw -3701057.027658 + Penalty 4939.202933 = -3696117.824725
  nChanged 8
		SP:Iteration 99Q (22104.670000 sec): 3 clusters
  Score: Raw -3701058.903544 + Penalty 4939.202933 = -3696119.700610
  nChanged 8
		SP:Iteration 100F (22104.930000 sec): 3 clusters
  Score: Raw -3701061.295305 + Penalty 4939.202933 = -3696122.092372
  nChanged 12
		SP:Iteration 101Q (22105.140000 sec): 3 clusters
  Score: Raw -3701064.805977 + Penalty 4939.202933 = -3696125.603044
  nChanged 11
		SP:Iteration 102Q (22105.450000 sec): 3 clusters
  Score: Raw -3701067.745666 + Penalty 4939.202933 = -3696128.542733
  nChanged 8
		SP:Iteration 103Q (22105.730000 sec): 3 clusters
  Score: Raw -3701069.797879 + Penalty 4939.202933 = -3696130.594945
  nChanged 7
		SP:Iteration 104Q (22106.020000 sec): 3 clusters
  Score: Raw -3701071.908040 + Penalty 4939.202933 = -3696132.705107
  nChanged 4
		SP:Iteration 105Q (22106.270000 sec): 3 clusters
  Score: Raw -3701073.365143 + Penalty 4939.202933 = -3696134.162210
  nChanged 4
		SP:Iteration 106Q (22106.560000 sec): 3 clusters
  Score: Raw -3701075.197083 + Penalty 4939.202933 = -3696135.994150
  nChanged 5
		SP:Iteration 107Q (22106.830000 sec): 3 clusters
  Score: Raw -3701076.274655 + Penalty 4939.202933 = -3696137.071722
  nChanged 3
		SP:Iteration 108Q (22107.130000 sec): 3 clusters
  Score: Raw -3701076.695804 + Penalty 4939.202933 = -3696137.492871
  nChanged 2
		SP:Iteration 109Q (22107.410000 sec): 3 clusters
  Score: Raw -3701076.991969 + Penalty 4939.202933 = -3696137.789035
  nChanged 2
		SP:Iteration 110Q (22107.650000 sec): 3 clusters
  Score: Raw -3701077.385089 + Penalty 4939.202933 = -3696138.182155
  nChanged 0
		SP:Iteration 111F (22107.910000 sec): 3 clusters
  Score: Raw -3701077.385089 + Penalty 4939.202933 = -3696138.182155
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22108.000000 sec): 2 clusters
  Score: Raw -38496.522582 + Penalty 1372.280593 = -37124.241988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22108.090000 sec): 3 clusters
  Score: Raw -38759.160266 + Penalty 2744.561186 = -36014.599080
  nChanged 28
		SP:Iteration 1F (22108.240000 sec): 3 clusters
  Score: Raw -38894.613457 + Penalty 2744.561186 = -36150.052271
  nChanged 6
		SP:Iteration 2Q (22108.350000 sec): 3 clusters
  Score: Raw -38916.803042 + Penalty 2744.561186 = -36172.241855
  nChanged 2
		SP:Iteration 3Q (22108.440000 sec): 3 clusters
  Score: Raw -38923.412797 + Penalty 2744.561186 = -36178.851610
  nChanged 2
		SP:Iteration 4Q (22108.630000 sec): 3 clusters
  Score: Raw -38935.206160 + Penalty 2744.561186 = -36190.644974
  nChanged 1
		SP:Iteration 5Q (22108.760000 sec): 3 clusters
  Score: Raw -38937.852786 + Penalty 2744.561186 = -36193.291599
  nChanged 0
		SP:Iteration 6F (22108.890000 sec): 3 clusters
  Score: Raw -38937.852786 + Penalty 2744.561186 = -36193.291599
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22108.970000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22109.110000 sec): 3 clusters
  Score: Raw -110434.464979 + Penalty 3200.216281 = -107234.248698
  nChanged 138
		SP:Iteration 1F (22109.250000 sec): 3 clusters
  Score: Raw -110655.565041 + Penalty 3200.216281 = -107455.348760
  nChanged 36
		SP:Iteration 2F (22109.380000 sec): 3 clusters
  Score: Raw -110752.076696 + Penalty 3200.216281 = -107551.860415
  nChanged 30
		SP:Iteration 3Q (22109.510000 sec): 3 clusters
  Score: Raw -110833.349543 + Penalty 3200.216281 = -107633.133262
  nChanged 26
		SP:Iteration 4Q (22109.700000 sec): 3 clusters
  Score: Raw -110895.629851 + Penalty 3200.216281 = -107695.413570
  nChanged 17
		SP:Iteration 5Q (22109.860000 sec): 3 clusters
  Score: Raw -110925.863401 + Penalty 3200.216281 = -107725.647119
  nChanged 4
		SP:Iteration 6Q (22109.970000 sec): 3 clusters
  Score: Raw -110939.021834 + Penalty 3200.216281 = -107738.805552
  nChanged 5
		SP:Iteration 7Q (22110.090000 sec): 3 clusters
  Score: Raw -110950.656962 + Penalty 3200.216281 = -107750.440681
  nChanged 5
		SP:Iteration 8Q (22110.260000 sec): 3 clusters
  Score: Raw -110959.042486 + Penalty 3200.216281 = -107758.826204
  nChanged 2
		SP:Iteration 9Q (22110.390000 sec): 3 clusters
  Score: Raw -110961.845301 + Penalty 3200.216281 = -107761.629019
  nChanged 0
		SP:Iteration 10F (22110.510000 sec): 3 clusters
  Score: Raw -110961.845301 + Penalty 3200.216281 = -107761.629019
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22110.610000 sec): 2 clusters
  Score: Raw -70628.731617 + Penalty 1579.735444 = -69048.996173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22110.740000 sec): 3 clusters
  Score: Raw -70737.750251 + Penalty 3159.470887 = -67578.279364
  nChanged 150
		SP:Iteration 1F (22110.870000 sec): 3 clusters
  Score: Raw -71118.934924 + Penalty 3159.470887 = -67959.464036
  nChanged 53
		SP:Iteration 2F (22110.990000 sec): 3 clusters
  Score: Raw -71304.163845 + Penalty 3159.470887 = -68144.692958
  nChanged 32
		SP:Iteration 3F (22111.110000 sec): 3 clusters
  Score: Raw -71431.146108 + Penalty 3159.470887 = -68271.675220
  nChanged 19
		SP:Iteration 4Q (22111.280000 sec): 3 clusters
  Score: Raw -71497.670814 + Penalty 3159.470887 = -68338.199926
  nChanged 12
		SP:Iteration 5Q (22111.470000 sec): 3 clusters
  Score: Raw -71540.745571 + Penalty 3159.470887 = -68381.274683
  nChanged 7
		SP:Iteration 6Q (22111.590000 sec): 3 clusters
  Score: Raw -71568.940883 + Penalty 3159.470887 = -68409.469996
  nChanged 4
		SP:Iteration 7Q (22111.740000 sec): 3 clusters
  Score: Raw -71577.708119 + Penalty 3159.470887 = -68418.237232
  nChanged 3
		SP:Iteration 8Q (22111.900000 sec): 3 clusters
  Score: Raw -71581.968126 + Penalty 3159.470887 = -68422.497239
  nChanged 1
		SP:Iteration 9Q (22112.060000 sec): 3 clusters
  Score: Raw -71584.230507 + Penalty 3159.470887 = -68424.759619
  nChanged 1
		SP:Iteration 10Q (22112.230000 sec): 3 clusters
  Score: Raw -71585.498732 + Penalty 3159.470887 = -68426.027844
  nChanged 1
		SP:Iteration 11Q (22112.400000 sec): 3 clusters
  Score: Raw -71605.933279 + Penalty 3159.470887 = -68446.462392
  nChanged 3
		SP:Iteration 12Q (22112.580000 sec): 3 clusters
  Score: Raw -71617.875046 + Penalty 3159.470887 = -68458.404158
  nChanged 2
		SP:Iteration 13Q (22112.700000 sec): 3 clusters
  Score: Raw -71623.715755 + Penalty 3159.470887 = -68464.244867
  nChanged 0
		SP:Iteration 14F (22112.830000 sec): 3 clusters
  Score: Raw -71623.715755 + Penalty 3159.470887 = -68464.244867
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22112.950000 sec): 2 clusters
  Score: Raw -29094.900373 + Penalty 1313.982707 = -27780.917666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22113.080000 sec): 3 clusters
  Score: Raw -29384.599597 + Penalty 2627.965414 = -26756.634183
  nChanged 9
		SP:Iteration 1Q (22113.250000 sec): 3 clusters
  Score: Raw -29438.499967 + Penalty 2627.965414 = -26810.534553
  nChanged 3
		SP:Iteration 2Q (22113.370000 sec): 3 clusters
  Score: Raw -29448.666633 + Penalty 2627.965414 = -26820.701219
  nChanged 0
		SP:Iteration 3F (22113.540000 sec): 3 clusters
  Score: Raw -29448.666633 + Penalty 2627.965414 = -26820.701219
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22113.660000 sec): 2 clusters
  Score: Raw -252437.911138 + Penalty 1823.564316 = -250614.346822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22113.790000 sec): 3 clusters
  Score: Raw -251948.139055 + Penalty 3647.128633 = -248301.010423
  nChanged 465
		SP:Iteration 1F (22113.940000 sec): 3 clusters
  Score: Raw -252606.691580 + Penalty 3647.128633 = -248959.562948
  nChanged 155
		SP:Iteration 2F (22114.070000 sec): 3 clusters
  Score: Raw -252938.358527 + Penalty 3647.128633 = -249291.229894
  nChanged 135
		SP:Iteration 3F (22114.190000 sec): 3 clusters
  Score: Raw -253280.828080 + Penalty 3647.128633 = -249633.699447
  nChanged 117
		SP:Iteration 4F (22114.350000 sec): 3 clusters
  Score: Raw -253643.763439 + Penalty 3647.128633 = -249996.634806
  nChanged 101
		SP:Iteration 5F (22114.560000 sec): 3 clusters
  Score: Raw -253891.242518 + Penalty 3647.128633 = -250244.113885
  nChanged 63
		SP:Iteration 6Q (22114.720000 sec): 3 clusters
  Score: Raw -254018.085620 + Penalty 3647.128633 = -250370.956987
  nChanged 47
		SP:Iteration 7Q (22114.900000 sec): 3 clusters
  Score: Raw -254093.744868 + Penalty 3647.128633 = -250446.616235
  nChanged 23
		SP:Iteration 8Q (22115.070000 sec): 3 clusters
  Score: Raw -254130.803727 + Penalty 3647.128633 = -250483.675094
  nChanged 14
		SP:Iteration 9Q (22115.200000 sec): 3 clusters
  Score: Raw -254147.192941 + Penalty 3647.128633 = -250500.064308
  nChanged 9
		SP:Iteration 10Q (22115.380000 sec): 3 clusters
  Score: Raw -254154.393852 + Penalty 3647.128633 = -250507.265220
  nChanged 3
		SP:Iteration 11Q (22115.510000 sec): 3 clusters
  Score: Raw -254162.617395 + Penalty 3647.128633 = -250515.488763
  nChanged 4
		SP:Iteration 12Q (22115.630000 sec): 3 clusters
  Score: Raw -254175.412197 + Penalty 3647.128633 = -250528.283564
  nChanged 3
		SP:Iteration 13Q (22115.770000 sec): 3 clusters
  Score: Raw -254178.921612 + Penalty 3647.128633 = -250531.792980
  nChanged 2
		SP:Iteration 14Q (22115.940000 sec): 3 clusters
  Score: Raw -254180.914032 + Penalty 3647.128633 = -250533.785400
  nChanged 0
		SP:Iteration 15F (22116.110000 sec): 3 clusters
  Score: Raw -254180.914032 + Penalty 3647.128633 = -250533.785400
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22116.170000 sec): 2 clusters
  Score: Raw -163487.130539 + Penalty 1705.824964 = -161781.305575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22116.350000 sec): 3 clusters
  Score: Raw -163287.812017 + Penalty 3411.649928 = -159876.162089
  nChanged 258
		SP:Iteration 1F (22116.530000 sec): 3 clusters
  Score: Raw -163591.366290 + Penalty 3411.649928 = -160179.716361
  nChanged 64
		SP:Iteration 2F (22116.710000 sec): 3 clusters
  Score: Raw -163690.661765 + Penalty 3411.649928 = -160279.011837
  nChanged 40
		SP:Iteration 3Q (22116.880000 sec): 3 clusters
  Score: Raw -163762.493041 + Penalty 3411.649928 = -160350.843112
  nChanged 18
		SP:Iteration 4Q (22117.050000 sec): 3 clusters
  Score: Raw -163791.128642 + Penalty 3411.649928 = -160379.478714
  nChanged 12
		SP:Iteration 5Q (22117.210000 sec): 3 clusters
  Score: Raw -163808.500669 + Penalty 3411.649928 = -160396.850740
  nChanged 11
		SP:Iteration 6Q (22117.380000 sec): 3 clusters
  Score: Raw -163818.216257 + Penalty 3411.649928 = -160406.566329
  nChanged 6
		SP:Iteration 7Q (22117.530000 sec): 3 clusters
  Score: Raw -163831.433727 + Penalty 3411.649928 = -160419.783799
  nChanged 6
		SP:Iteration 8Q (22117.700000 sec): 3 clusters
  Score: Raw -163841.311698 + Penalty 3411.649928 = -160429.661770
  nChanged 1
		SP:Iteration 9Q (22117.850000 sec): 3 clusters
  Score: Raw -163843.612253 + Penalty 3411.649928 = -160431.962325
  nChanged 1
		SP:Iteration 10Q (22118.020000 sec): 3 clusters
  Score: Raw -163844.264425 + Penalty 3411.649928 = -160432.614496
  nChanged 1
		SP:Iteration 11Q (22118.180000 sec): 3 clusters
  Score: Raw -163845.498039 + Penalty 3411.649928 = -160433.848110
  nChanged 0
		SP:Iteration 12F (22118.350000 sec): 3 clusters
  Score: Raw -163845.498039 + Penalty 3411.649928 = -160433.848110
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22118.380000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22118.560000 sec): 3 clusters
  Score: Raw -76340.484362 + Penalty 3063.230166 = -73277.254196
  nChanged 89
		SP:Iteration 1F (22118.690000 sec): 3 clusters
  Score: Raw -76517.062206 + Penalty 3063.230166 = -73453.832040
  nChanged 27
		SP:Iteration 2F (22118.810000 sec): 3 clusters
  Score: Raw -76600.338473 + Penalty 3063.230166 = -73537.108308
  nChanged 14
		SP:Iteration 3Q (22118.920000 sec): 3 clusters
  Score: Raw -76649.839086 + Penalty 3063.230166 = -73586.608920
  nChanged 7
		SP:Iteration 4Q (22119.030000 sec): 3 clusters
  Score: Raw -76699.083308 + Penalty 3063.230166 = -73635.853142
  nChanged 8
		SP:Iteration 5Q (22119.170000 sec): 3 clusters
  Score: Raw -76735.810493 + Penalty 3063.230166 = -73672.580327
  nChanged 7
		SP:Iteration 6Q (22119.260000 sec): 3 clusters
  Score: Raw -76753.393825 + Penalty 3063.230166 = -73690.163659
  nChanged 5
		SP:Iteration 7Q (22119.380000 sec): 3 clusters
  Score: Raw -76770.591472 + Penalty 3063.230166 = -73707.361306
  nChanged 3
		SP:Iteration 8Q (22119.540000 sec): 3 clusters
  Score: Raw -76778.912506 + Penalty 3063.230166 = -73715.682340
  nChanged 0
		SP:Iteration 9F (22119.680000 sec): 3 clusters
  Score: Raw -76778.912506 + Penalty 3063.230166 = -73715.682340
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22119.750000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22119.910000 sec): 3 clusters
  Score: Raw -38382.542388 + Penalty 2736.656637 = -35645.885752
  nChanged 19
		SP:Iteration 1F (22120.070000 sec): 3 clusters
  Score: Raw -38471.534436 + Penalty 2736.656637 = -35734.877799
  nChanged 8
		SP:Iteration 2Q (22120.230000 sec): 3 clusters
  Score: Raw -38505.876906 + Penalty 2736.656637 = -35769.220270
  nChanged 2
		SP:Iteration 3Q (22120.400000 sec): 3 clusters
  Score: Raw -38513.359422 + Penalty 2736.656637 = -35776.702785
  nChanged 1
		SP:Iteration 4Q (22120.570000 sec): 3 clusters
  Score: Raw -38516.247803 + Penalty 2736.656637 = -35779.591167
  nChanged 0
		SP:Iteration 5F (22120.720000 sec): 3 clusters
  Score: Raw -38516.247803 + Penalty 2736.656637 = -35779.591167
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22120.840000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22120.980000 sec): 3 clusters
  Score: Raw -39872.503043 + Penalty 2769.414169 = -37103.088874
  nChanged 26
		SP:Iteration 1F (22121.110000 sec): 3 clusters
  Score: Raw -39974.905041 + Penalty 2769.414169 = -37205.490872
  nChanged 11
		SP:Iteration 2Q (22121.280000 sec): 3 clusters
  Score: Raw -40029.207819 + Penalty 2769.414169 = -37259.793650
  nChanged 6
		SP:Iteration 3Q (22121.440000 sec): 3 clusters
  Score: Raw -40053.483642 + Penalty 2769.414169 = -37284.069472
  nChanged 6
		SP:Iteration 4Q (22121.570000 sec): 3 clusters
  Score: Raw -40077.669164 + Penalty 2769.414169 = -37308.254995
  nChanged 4
		SP:Iteration 5Q (22121.710000 sec): 3 clusters
  Score: Raw -40089.160614 + Penalty 2769.414169 = -37319.746445
  nChanged 0
		SP:Iteration 6F (22121.840000 sec): 3 clusters
  Score: Raw -40089.160614 + Penalty 2769.414169 = -37319.746445
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22121.910000 sec): 2 clusters
  Score: Raw -396104.625132 + Penalty 1929.100277 = -394175.524855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22122.090000 sec): 3 clusters
  Score: Raw -395220.935442 + Penalty 3858.200553 = -391362.734889
  nChanged 799
		SP:Iteration 1F (22122.250000 sec): 3 clusters
  Score: Raw -395921.411903 + Penalty 3858.200553 = -392063.211350
  nChanged 228
		SP:Iteration 2F (22122.360000 sec): 3 clusters
  Score: Raw -396141.499973 + Penalty 3858.200553 = -392283.299420
  nChanged 131
		SP:Iteration 3F (22122.500000 sec): 3 clusters
  Score: Raw -396271.584196 + Penalty 3858.200553 = -392413.383643
  nChanged 88
		SP:Iteration 4Q (22122.680000 sec): 3 clusters
  Score: Raw -396351.223924 + Penalty 3858.200553 = -392493.023371
  nChanged 64
		SP:Iteration 5Q (22122.840000 sec): 3 clusters
  Score: Raw -396403.025568 + Penalty 3858.200553 = -392544.825015
  nChanged 47
		SP:Iteration 6Q (22122.940000 sec): 3 clusters
  Score: Raw -396452.291181 + Penalty 3858.200553 = -392594.090628
  nChanged 57
		SP:Iteration 7Q (22123.040000 sec): 3 clusters
  Score: Raw -396514.371333 + Penalty 3858.200553 = -392656.170780
  nChanged 67
		SP:Iteration 8Q (22123.210000 sec): 3 clusters
  Score: Raw -396581.942100 + Penalty 3858.200553 = -392723.741547
  nChanged 60
		SP:Iteration 9Q (22123.360000 sec): 3 clusters
  Score: Raw -396637.802573 + Penalty 3858.200553 = -392779.602020
  nChanged 50
		SP:Iteration 10Q (22123.500000 sec): 3 clusters
  Score: Raw -396690.905029 + Penalty 3858.200553 = -392832.704476
  nChanged 53
		SP:Iteration 11Q (22123.640000 sec): 3 clusters
  Score: Raw -396748.114092 + Penalty 3858.200553 = -392889.913539
  nChanged 44
		SP:Iteration 12Q (22123.820000 sec): 3 clusters
  Score: Raw -396784.833396 + Penalty 3858.200553 = -392926.632843
  nChanged 43
		SP:Iteration 13Q (22123.960000 sec): 3 clusters
  Score: Raw -396825.746555 + Penalty 3858.200553 = -392967.546002
  nChanged 48
		SP:Iteration 14Q (22124.100000 sec): 3 clusters
  Score: Raw -396872.436772 + Penalty 3858.200553 = -393014.236218
  nChanged 45
		SP:Iteration 15Q (22124.320000 sec): 3 clusters
  Score: Raw -396912.168299 + Penalty 3858.200553 = -393053.967746
  nChanged 29
		SP:Iteration 16Q (22124.470000 sec): 3 clusters
  Score: Raw -396933.748156 + Penalty 3858.200553 = -393075.547603
  nChanged 17
		SP:Iteration 17Q (22124.660000 sec): 3 clusters
  Score: Raw -396945.401001 + Penalty 3858.200553 = -393087.200448
  nChanged 14
		SP:Iteration 18Q (22124.820000 sec): 3 clusters
  Score: Raw -396952.370633 + Penalty 3858.200553 = -393094.170080
  nChanged 4
		SP:Iteration 19Q (22124.980000 sec): 3 clusters
  Score: Raw -396957.538619 + Penalty 3858.200553 = -393099.338066
  nChanged 6
		SP:Iteration 20F (22125.160000 sec): 3 clusters
  Score: Raw -396966.258381 + Penalty 3858.200553 = -393108.057828
  nChanged 5
		SP:Iteration 21Q (22125.330000 sec): 3 clusters
  Score: Raw -396973.022304 + Penalty 3858.200553 = -393114.821751
  nChanged 5
		SP:Iteration 22Q (22125.490000 sec): 3 clusters
  Score: Raw -396974.961710 + Penalty 3858.200553 = -393116.761157
  nChanged 3
		SP:Iteration 23Q (22125.640000 sec): 3 clusters
  Score: Raw -396976.201127 + Penalty 3858.200553 = -393118.000574
  nChanged 2
		SP:Iteration 24Q (22125.850000 sec): 3 clusters
  Score: Raw -396976.983255 + Penalty 3858.200553 = -393118.782701
  nChanged 2
		SP:Iteration 25Q (22126.030000 sec): 3 clusters
  Score: Raw -396977.476979 + Penalty 3858.200553 = -393119.276426
  nChanged 1
		SP:Iteration 26Q (22126.200000 sec): 3 clusters
  Score: Raw -396977.795723 + Penalty 3858.200553 = -393119.595170
  nChanged 0
		SP:Iteration 27F (22126.340000 sec): 3 clusters
  Score: Raw -396977.795723 + Penalty 3858.200553 = -393119.595170
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22126.440000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22126.590000 sec): 3 clusters
  Score: Raw -77087.188835 + Penalty 3049.640275 = -74037.548561
  nChanged 87
		SP:Iteration 1F (22126.750000 sec): 3 clusters
  Score: Raw -77281.576745 + Penalty 3049.640275 = -74231.936470
  nChanged 14
		SP:Iteration 2Q (22126.930000 sec): 3 clusters
  Score: Raw -77315.088684 + Penalty 3049.640275 = -74265.448410
  nChanged 9
		SP:Iteration 3Q (22127.130000 sec): 3 clusters
  Score: Raw -77343.692589 + Penalty 3049.640275 = -74294.052314
  nChanged 3
		SP:Iteration 4Q (22127.290000 sec): 3 clusters
  Score: Raw -77351.959503 + Penalty 3049.640275 = -74302.319228
  nChanged 0
		SP:Iteration 5F (22127.450000 sec): 3 clusters
  Score: Raw -77351.959503 + Penalty 3049.640275 = -74302.319228
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22127.570000 sec): 2 clusters
  Score: Raw -652359.840316 + Penalty 2036.851453 = -650322.988863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22127.740000 sec): 3 clusters
  Score: Raw -650697.671720 + Penalty 4073.702906 = -646623.968814
  nChanged 1356
		SP:Iteration 1F (22127.890000 sec): 3 clusters
  Score: Raw -651532.524060 + Penalty 4073.702906 = -647458.821154
  nChanged 282
		SP:Iteration 2F (22128.070000 sec): 3 clusters
  Score: Raw -651713.391722 + Penalty 4073.702906 = -647639.688816
  nChanged 170
		SP:Iteration 3Q (22128.230000 sec): 3 clusters
  Score: Raw -651828.927671 + Penalty 4073.702906 = -647755.224765
  nChanged 137
		SP:Iteration 4Q (22128.390000 sec): 3 clusters
  Score: Raw -651911.916297 + Penalty 4073.702906 = -647838.213391
  nChanged 128
		SP:Iteration 5Q (22128.560000 sec): 3 clusters
  Score: Raw -651998.238100 + Penalty 4073.702906 = -647924.535194
  nChanged 121
		SP:Iteration 6Q (22128.750000 sec): 3 clusters
  Score: Raw -652109.877356 + Penalty 4073.702906 = -648036.174450
  nChanged 154
		SP:Iteration 7Q (22128.950000 sec): 3 clusters
  Score: Raw -652234.914806 + Penalty 4073.702906 = -648161.211900
  nChanged 125
		SP:Iteration 8Q (22129.080000 sec): 3 clusters
  Score: Raw -652322.917761 + Penalty 4073.702906 = -648249.214855
  nChanged 119
		SP:Iteration 9Q (22129.250000 sec): 3 clusters
  Score: Raw -652409.790178 + Penalty 4073.702906 = -648336.087272
  nChanged 102
		SP:Iteration 10Q (22129.460000 sec): 3 clusters
  Score: Raw -652497.544403 + Penalty 4073.702906 = -648423.841497
  nChanged 105
		SP:Iteration 11Q (22129.700000 sec): 3 clusters
  Score: Raw -652565.524985 + Penalty 4073.702906 = -648491.822079
  nChanged 63
		SP:Iteration 12Q (22129.870000 sec): 3 clusters
  Score: Raw -652604.862983 + Penalty 4073.702906 = -648531.160077
  nChanged 51
		SP:Iteration 13Q (22130.050000 sec): 3 clusters
  Score: Raw -652634.039524 + Penalty 4073.702906 = -648560.336618
  nChanged 47
		SP:Iteration 14Q (22130.260000 sec): 3 clusters
  Score: Raw -652667.327999 + Penalty 4073.702906 = -648593.625093
  nChanged 45
		SP:Iteration 15Q (22130.450000 sec): 3 clusters
  Score: Raw -652693.459727 + Penalty 4073.702906 = -648619.756821
  nChanged 39
		SP:Iteration 16Q (22130.620000 sec): 3 clusters
  Score: Raw -652718.861650 + Penalty 4073.702906 = -648645.158744
  nChanged 37
		SP:Iteration 17Q (22130.770000 sec): 3 clusters
  Score: Raw -652739.891743 + Penalty 4073.702906 = -648666.188837
  nChanged 33
		SP:Iteration 18Q (22130.970000 sec): 3 clusters
  Score: Raw -652756.359002 + Penalty 4073.702906 = -648682.656096
  nChanged 30
		SP:Iteration 19Q (22131.180000 sec): 3 clusters
  Score: Raw -652775.803884 + Penalty 4073.702906 = -648702.100978
  nChanged 34
		SP:Iteration 20F (22131.360000 sec): 3 clusters
  Score: Raw -652797.575945 + Penalty 4073.702906 = -648723.873039
  nChanged 23
		SP:Iteration 21Q (22131.580000 sec): 3 clusters
  Score: Raw -652810.178492 + Penalty 4073.702906 = -648736.475586
  nChanged 20
		SP:Iteration 22Q (22131.750000 sec): 3 clusters
  Score: Raw -652822.735633 + Penalty 4073.702906 = -648749.032727
  nChanged 20
		SP:Iteration 23Q (22131.910000 sec): 3 clusters
  Score: Raw -652836.525464 + Penalty 4073.702906 = -648762.822558
  nChanged 17
		SP:Iteration 24Q (22132.090000 sec): 3 clusters
  Score: Raw -652845.111647 + Penalty 4073.702906 = -648771.408741
  nChanged 16
		SP:Iteration 25Q (22132.260000 sec): 3 clusters
  Score: Raw -652852.046345 + Penalty 4073.702906 = -648778.343439
  nChanged 12
		SP:Iteration 26Q (22132.430000 sec): 3 clusters
  Score: Raw -652859.118405 + Penalty 4073.702906 = -648785.415499
  nChanged 10
		SP:Iteration 27Q (22132.650000 sec): 3 clusters
  Score: Raw -652865.359660 + Penalty 4073.702906 = -648791.656754
  nChanged 7
		SP:Iteration 28Q (22132.810000 sec): 3 clusters
  Score: Raw -652868.378902 + Penalty 4073.702906 = -648794.675996
  nChanged 9
		SP:Iteration 29Q (22133.010000 sec): 3 clusters
  Score: Raw -652873.652385 + Penalty 4073.702906 = -648799.949479
  nChanged 13
		SP:Iteration 30Q (22133.150000 sec): 3 clusters
  Score: Raw -652877.919499 + Penalty 4073.702906 = -648804.216593
  nChanged 5
		SP:Iteration 31Q (22133.310000 sec): 3 clusters
  Score: Raw -652879.039960 + Penalty 4073.702906 = -648805.337054
  nChanged 3
		SP:Iteration 32Q (22133.490000 sec): 3 clusters
  Score: Raw -652879.872831 + Penalty 4073.702906 = -648806.169925
  nChanged 2
		SP:Iteration 33Q (22133.670000 sec): 3 clusters
  Score: Raw -652881.134053 + Penalty 4073.702906 = -648807.431147
  nChanged 4
		SP:Iteration 34Q (22133.830000 sec): 3 clusters
  Score: Raw -652882.210702 + Penalty 4073.702906 = -648808.507796
  nChanged 2
		SP:Iteration 35Q (22134.030000 sec): 3 clusters
  Score: Raw -652882.699302 + Penalty 4073.702906 = -648808.996396
  nChanged 3
		SP:Iteration 36Q (22134.190000 sec): 3 clusters
  Score: Raw -652883.479602 + Penalty 4073.702906 = -648809.776696
  nChanged 1
		SP:Iteration 37Q (22134.370000 sec): 3 clusters
  Score: Raw -652883.820504 + Penalty 4073.702906 = -648810.117598
  nChanged 0
		SP:Iteration 38F (22134.530000 sec): 3 clusters
  Score: Raw -652883.820504 + Penalty 4073.702906 = -648810.117598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22134.620000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22134.780000 sec): 3 clusters
  Score: Raw -191897.415369 + Penalty 3495.568542 = -188401.846828
  nChanged 293
		SP:Iteration 1F (22134.940000 sec): 3 clusters
  Score: Raw -192207.162369 + Penalty 3495.568542 = -188711.593827
  nChanged 89
		SP:Iteration 2F (22135.120000 sec): 3 clusters
  Score: Raw -192354.256722 + Penalty 3495.568542 = -188858.688180
  nChanged 59
		SP:Iteration 3F (22135.270000 sec): 3 clusters
  Score: Raw -192448.048787 + Penalty 3495.568542 = -188952.480246
  nChanged 38
		SP:Iteration 4Q (22135.420000 sec): 3 clusters
  Score: Raw -192502.426979 + Penalty 3495.568542 = -189006.858437
  nChanged 34
		SP:Iteration 5Q (22135.590000 sec): 3 clusters
  Score: Raw -192566.174461 + Penalty 3495.568542 = -189070.605919
  nChanged 23
		SP:Iteration 6Q (22135.780000 sec): 3 clusters
  Score: Raw -192606.926329 + Penalty 3495.568542 = -189111.357787
  nChanged 22
		SP:Iteration 7Q (22135.930000 sec): 3 clusters
  Score: Raw -192645.254203 + Penalty 3495.568542 = -189149.685661
  nChanged 28
		SP:Iteration 8Q (22136.090000 sec): 3 clusters
  Score: Raw -192684.083081 + Penalty 3495.568542 = -189188.514539
  nChanged 22
		SP:Iteration 9Q (22136.270000 sec): 3 clusters
  Score: Raw -192706.926946 + Penalty 3495.568542 = -189211.358404
  nChanged 16
		SP:Iteration 10Q (22136.410000 sec): 3 clusters
  Score: Raw -192724.574785 + Penalty 3495.568542 = -189229.006243
  nChanged 13
		SP:Iteration 11Q (22136.580000 sec): 3 clusters
  Score: Raw -192739.221210 + Penalty 3495.568542 = -189243.652668
  nChanged 6
		SP:Iteration 12Q (22136.760000 sec): 3 clusters
  Score: Raw -192744.582117 + Penalty 3495.568542 = -189249.013576
  nChanged 4
		SP:Iteration 13Q (22136.910000 sec): 3 clusters
  Score: Raw -192749.642707 + Penalty 3495.568542 = -189254.074165
  nChanged 4
		SP:Iteration 14Q (22137.080000 sec): 3 clusters
  Score: Raw -192754.493265 + Penalty 3495.568542 = -189258.924724
  nChanged 4
		SP:Iteration 15Q (22137.270000 sec): 3 clusters
  Score: Raw -192760.965183 + Penalty 3495.568542 = -189265.396641
  nChanged 7
		SP:Iteration 16Q (22137.450000 sec): 3 clusters
  Score: Raw -192767.872392 + Penalty 3495.568542 = -189272.303851
  nChanged 7
		SP:Iteration 17Q (22137.630000 sec): 3 clusters
  Score: Raw -192776.061381 + Penalty 3495.568542 = -189280.492840
  nChanged 5
		SP:Iteration 18Q (22137.770000 sec): 3 clusters
  Score: Raw -192783.249605 + Penalty 3495.568542 = -189287.681064
  nChanged 5
		SP:Iteration 19Q (22137.910000 sec): 3 clusters
  Score: Raw -192789.433403 + Penalty 3495.568542 = -189293.864862
  nChanged 2
		SP:Iteration 20F (22138.090000 sec): 3 clusters
  Score: Raw -192792.869665 + Penalty 3495.568542 = -189297.301123
  nChanged 3
		SP:Iteration 21Q (22138.270000 sec): 3 clusters
  Score: Raw -192797.571207 + Penalty 3495.568542 = -189302.002665
  nChanged 3
		SP:Iteration 22Q (22138.440000 sec): 3 clusters
  Score: Raw -192800.611771 + Penalty 3495.568542 = -189305.043229
  nChanged 2
		SP:Iteration 23Q (22138.600000 sec): 3 clusters
  Score: Raw -192803.853726 + Penalty 3495.568542 = -189308.285184
  nChanged 4
		SP:Iteration 24Q (22138.810000 sec): 3 clusters
  Score: Raw -192807.970323 + Penalty 3495.568542 = -189312.401782
  nChanged 2
		SP:Iteration 25Q (22138.940000 sec): 3 clusters
  Score: Raw -192814.168923 + Penalty 3495.568542 = -189318.600382
  nChanged 2
		SP:Iteration 26Q (22139.170000 sec): 3 clusters
  Score: Raw -192818.933989 + Penalty 3495.568542 = -189323.365447
  nChanged 3
		SP:Iteration 27Q (22139.310000 sec): 3 clusters
  Score: Raw -192822.518231 + Penalty 3495.568542 = -189326.949689
  nChanged 2
		SP:Iteration 28Q (22139.480000 sec): 3 clusters
  Score: Raw -192824.430348 + Penalty 3495.568542 = -189328.861806
  nChanged 2
		SP:Iteration 29Q (22139.610000 sec): 3 clusters
  Score: Raw -192827.485633 + Penalty 3495.568542 = -189331.917092
  nChanged 1
		SP:Iteration 30Q (22139.760000 sec): 3 clusters
  Score: Raw -192828.578146 + Penalty 3495.568542 = -189333.009605
  nChanged 1
		SP:Iteration 31Q (22139.960000 sec): 3 clusters
  Score: Raw -192829.844083 + Penalty 3495.568542 = -189334.275542
  nChanged 1
		SP:Iteration 32Q (22140.110000 sec): 3 clusters
  Score: Raw -192831.050911 + Penalty 3495.568542 = -189335.482369
  nChanged 3
		SP:Iteration 33Q (22140.240000 sec): 3 clusters
  Score: Raw -192835.185718 + Penalty 3495.568542 = -189339.617176
  nChanged 5
		SP:Iteration 34Q (22140.350000 sec): 3 clusters
  Score: Raw -192841.985605 + Penalty 3495.568542 = -189346.417063
  nChanged 4
		SP:Iteration 35Q (22140.530000 sec): 3 clusters
  Score: Raw -192850.280561 + Penalty 3495.568542 = -189354.712019
  nChanged 6
		SP:Iteration 36Q (22140.660000 sec): 3 clusters
  Score: Raw -192855.682090 + Penalty 3495.568542 = -189360.113549
  nChanged 8
		SP:Iteration 37Q (22140.820000 sec): 3 clusters
  Score: Raw -192864.802521 + Penalty 3495.568542 = -189369.233979
  nChanged 7
		SP:Iteration 38Q (22140.950000 sec): 3 clusters
  Score: Raw -192870.837409 + Penalty 3495.568542 = -189375.268868
  nChanged 4
		SP:Iteration 39Q (22141.130000 sec): 3 clusters
  Score: Raw -192876.787740 + Penalty 3495.568542 = -189381.219198
  nChanged 3
		SP:Iteration 40F (22141.240000 sec): 3 clusters
  Score: Raw -192879.290492 + Penalty 3495.568542 = -189383.721950
  nChanged 1
		SP:Iteration 41Q (22141.430000 sec): 3 clusters
  Score: Raw -192880.173467 + Penalty 3495.568542 = -189384.604925
  nChanged 0
		SP:Iteration 42F (22141.620000 sec): 3 clusters
  Score: Raw -192880.173467 + Penalty 3495.568542 = -189384.604925
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22141.700000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22141.820000 sec): 3 clusters
  Score: Raw -20974.998745 + Penalty 2458.090221 = -18516.908524
  nChanged 7
		SP:Iteration 1Q (22142.010000 sec): 3 clusters
  Score: Raw -21018.507890 + Penalty 2458.090221 = -18560.417669
  nChanged 1
		SP:Iteration 2Q (22142.140000 sec): 3 clusters
  Score: Raw -21019.438125 + Penalty 2458.090221 = -18561.347905
  nChanged 0
		SP:Iteration 3F (22142.250000 sec): 3 clusters
  Score: Raw -21019.438125 + Penalty 2458.090221 = -18561.347905
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22142.340000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22142.500000 sec): 3 clusters
  Score: Raw -52792.221289 + Penalty 2857.977486 = -49934.243803
  nChanged 34
		SP:Iteration 1F (22142.680000 sec): 3 clusters
  Score: Raw -52892.109305 + Penalty 2857.977486 = -50034.131819
  nChanged 7
		SP:Iteration 2Q (22142.800000 sec): 3 clusters
  Score: Raw -52917.079910 + Penalty 2857.977486 = -50059.102424
  nChanged 2
		SP:Iteration 3Q (22142.940000 sec): 3 clusters
  Score: Raw -52924.117729 + Penalty 2857.977486 = -50066.140243
  nChanged 0
		SP:Iteration 4F (22143.130000 sec): 3 clusters
  Score: Raw -52924.117729 + Penalty 2857.977486 = -50066.140243
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22143.200000 sec): 2 clusters
  Score: Raw -151956.577075 + Penalty 1692.714089 = -150263.862986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22143.400000 sec): 3 clusters
  Score: Raw -151879.700500 + Penalty 3385.428178 = -148494.272322
  nChanged 247
		SP:Iteration 1F (22143.560000 sec): 3 clusters
  Score: Raw -152382.315171 + Penalty 3385.428178 = -148996.886993
  nChanged 101
		SP:Iteration 2F (22143.750000 sec): 3 clusters
  Score: Raw -152654.305081 + Penalty 3385.428178 = -149268.876903
  nChanged 65
		SP:Iteration 3F (22143.870000 sec): 3 clusters
  Score: Raw -152825.785718 + Penalty 3385.428178 = -149440.357540
  nChanged 33
		SP:Iteration 4Q (22144.030000 sec): 3 clusters
  Score: Raw -152926.056179 + Penalty 3385.428178 = -149540.628001
  nChanged 25
		SP:Iteration 5Q (22144.170000 sec): 3 clusters
  Score: Raw -153067.415310 + Penalty 3385.428178 = -149681.987132
  nChanged 24
		SP:Iteration 6Q (22144.370000 sec): 3 clusters
  Score: Raw -153172.043971 + Penalty 3385.428178 = -149786.615793
  nChanged 19
		SP:Iteration 7Q (22144.490000 sec): 3 clusters
  Score: Raw -153248.105744 + Penalty 3385.428178 = -149862.677566
  nChanged 18
		SP:Iteration 8Q (22144.680000 sec): 3 clusters
  Score: Raw -153305.075647 + Penalty 3385.428178 = -149919.647469
  nChanged 13
		SP:Iteration 9Q (22144.800000 sec): 3 clusters
  Score: Raw -153340.633558 + Penalty 3385.428178 = -149955.205380
  nChanged 9
		SP:Iteration 10Q (22144.950000 sec): 3 clusters
  Score: Raw -153363.929146 + Penalty 3385.428178 = -149978.500968
  nChanged 5
		SP:Iteration 11Q (22145.130000 sec): 3 clusters
  Score: Raw -153375.199713 + Penalty 3385.428178 = -149989.771535
  nChanged 6
		SP:Iteration 12Q (22145.280000 sec): 3 clusters
  Score: Raw -153386.641826 + Penalty 3385.428178 = -150001.213648
  nChanged 8
		SP:Iteration 13Q (22145.400000 sec): 3 clusters
  Score: Raw -153401.790884 + Penalty 3385.428178 = -150016.362706
  nChanged 8
		SP:Iteration 14Q (22145.570000 sec): 3 clusters
  Score: Raw -153419.212865 + Penalty 3385.428178 = -150033.784687
  nChanged 6
		SP:Iteration 15Q (22145.730000 sec): 3 clusters
  Score: Raw -153437.303266 + Penalty 3385.428178 = -150051.875088
  nChanged 6
		SP:Iteration 16Q (22145.890000 sec): 3 clusters
  Score: Raw -153452.078317 + Penalty 3385.428178 = -150066.650139
  nChanged 8
		SP:Iteration 17Q (22146.050000 sec): 3 clusters
  Score: Raw -153471.939884 + Penalty 3385.428178 = -150086.511706
  nChanged 7
		SP:Iteration 18Q (22146.240000 sec): 3 clusters
  Score: Raw -153485.549834 + Penalty 3385.428178 = -150100.121656
  nChanged 6
		SP:Iteration 19Q (22146.410000 sec): 3 clusters
  Score: Raw -153499.690269 + Penalty 3385.428178 = -150114.262091
  nChanged 7
		SP:Iteration 20F (22146.550000 sec): 3 clusters
  Score: Raw -153522.239571 + Penalty 3385.428178 = -150136.811393
  nChanged 10
		SP:Iteration 21Q (22146.720000 sec): 3 clusters
  Score: Raw -153557.920814 + Penalty 3385.428178 = -150172.492636
  nChanged 10
		SP:Iteration 22Q (22146.830000 sec): 3 clusters
  Score: Raw -153583.574274 + Penalty 3385.428178 = -150198.146096
  nChanged 9
		SP:Iteration 23Q (22147.000000 sec): 3 clusters
  Score: Raw -153604.654321 + Penalty 3385.428178 = -150219.226143
  nChanged 8
		SP:Iteration 24Q (22147.150000 sec): 3 clusters
  Score: Raw -153621.420870 + Penalty 3385.428178 = -150235.992692
  nChanged 6
		SP:Iteration 25Q (22147.320000 sec): 3 clusters
  Score: Raw -153632.752312 + Penalty 3385.428178 = -150247.324134
  nChanged 7
		SP:Iteration 26Q (22147.490000 sec): 3 clusters
  Score: Raw -153651.509508 + Penalty 3385.428178 = -150266.081331
  nChanged 10
		SP:Iteration 27Q (22147.650000 sec): 3 clusters
  Score: Raw -153668.523956 + Penalty 3385.428178 = -150283.095778
  nChanged 3
		SP:Iteration 28Q (22147.760000 sec): 3 clusters
  Score: Raw -153674.733791 + Penalty 3385.428178 = -150289.305613
  nChanged 2
		SP:Iteration 29Q (22147.920000 sec): 3 clusters
  Score: Raw -153682.932378 + Penalty 3385.428178 = -150297.504200
  nChanged 6
		SP:Iteration 30Q (22148.080000 sec): 3 clusters
  Score: Raw -153700.148719 + Penalty 3385.428178 = -150314.720541
  nChanged 3
		SP:Iteration 31Q (22148.190000 sec): 3 clusters
  Score: Raw -153707.794288 + Penalty 3385.428178 = -150322.366111
  nChanged 3
		SP:Iteration 32Q (22148.360000 sec): 3 clusters
  Score: Raw -153713.654875 + Penalty 3385.428178 = -150328.226697
  nChanged 2
		SP:Iteration 33Q (22148.520000 sec): 3 clusters
  Score: Raw -153716.202802 + Penalty 3385.428178 = -150330.774624
  nChanged 2
		SP:Iteration 34Q (22148.670000 sec): 3 clusters
  Score: Raw -153720.973723 + Penalty 3385.428178 = -150335.545545
  nChanged 4
		SP:Iteration 35Q (22148.820000 sec): 3 clusters
  Score: Raw -153727.854100 + Penalty 3385.428178 = -150342.425922
  nChanged 6
		SP:Iteration 36Q (22148.980000 sec): 3 clusters
  Score: Raw -153741.211650 + Penalty 3385.428178 = -150355.783472
  nChanged 2
		SP:Iteration 37Q (22149.160000 sec): 3 clusters
  Score: Raw -153747.427912 + Penalty 3385.428178 = -150361.999734
  nChanged 1
		SP:Iteration 38Q (22149.330000 sec): 3 clusters
  Score: Raw -153748.817549 + Penalty 3385.428178 = -150363.389371
  nChanged 0
		SP:Iteration 39F (22149.500000 sec): 3 clusters
  Score: Raw -153748.817549 + Penalty 3385.428178 = -150363.389371
  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 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22149.570000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22149.760000 sec): 3 clusters
  Score: Raw -95235.136472 + Penalty 3168.726457 = -92066.410014
  nChanged 114
		SP:Iteration 1F (22149.880000 sec): 3 clusters
  Score: Raw -95509.533872 + Penalty 3168.726457 = -92340.807415
  nChanged 39
		SP:Iteration 2F (22150.060000 sec): 3 clusters
  Score: Raw -95658.372896 + Penalty 3168.726457 = -92489.646439
  nChanged 15
		SP:Iteration 3Q (22150.240000 sec): 3 clusters
  Score: Raw -95759.830515 + Penalty 3168.726457 = -92591.104058
  nChanged 19
		SP:Iteration 4Q (22150.400000 sec): 3 clusters
  Score: Raw -95813.711021 + Penalty 3168.726457 = -92644.984564
  nChanged 10
		SP:Iteration 5Q (22150.580000 sec): 3 clusters
  Score: Raw -95837.603714 + Penalty 3168.726457 = -92668.877257
  nChanged 7
		SP:Iteration 6Q (22150.770000 sec): 3 clusters
  Score: Raw -95851.808126 + Penalty 3168.726457 = -92683.081669
  nChanged 5
		SP:Iteration 7Q (22150.960000 sec): 3 clusters
  Score: Raw -95863.296126 + Penalty 3168.726457 = -92694.569669
  nChanged 5
		SP:Iteration 8Q (22151.140000 sec): 3 clusters
  Score: Raw -95875.232384 + Penalty 3168.726457 = -92706.505927
  nChanged 3
		SP:Iteration 9Q (22151.320000 sec): 3 clusters
  Score: Raw -95881.333284 + Penalty 3168.726457 = -92712.606827
  nChanged 2
		SP:Iteration 10Q (22151.450000 sec): 3 clusters
  Score: Raw -95888.046964 + Penalty 3168.726457 = -92719.320507
  nChanged 6
		SP:Iteration 11Q (22151.580000 sec): 3 clusters
  Score: Raw -95905.845574 + Penalty 3168.726457 = -92737.119117
  nChanged 8
		SP:Iteration 12Q (22151.770000 sec): 3 clusters
  Score: Raw -95930.141375 + Penalty 3168.726457 = -92761.414918
  nChanged 9
		SP:Iteration 13Q (22151.920000 sec): 3 clusters
  Score: Raw -95954.284217 + Penalty 3168.726457 = -92785.557760
  nChanged 3
		SP:Iteration 14Q (22152.030000 sec): 3 clusters
  Score: Raw -95962.053472 + Penalty 3168.726457 = -92793.327015
  nChanged 4
		SP:Iteration 15Q (22152.200000 sec): 3 clusters
  Score: Raw -95967.919328 + Penalty 3168.726457 = -92799.192870
  nChanged 2
		SP:Iteration 16Q (22152.330000 sec): 3 clusters
  Score: Raw -95971.650081 + Penalty 3168.726457 = -92802.923623
  nChanged 1
		SP:Iteration 17Q (22152.540000 sec): 3 clusters
  Score: Raw -95972.264680 + Penalty 3168.726457 = -92803.538223
  nChanged 0
		SP:Iteration 18F (22152.670000 sec): 3 clusters
  Score: Raw -95972.264680 + Penalty 3168.726457 = -92803.538223
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22152.780000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22152.920000 sec): 3 clusters
  Score: Raw -43706.726811 + Penalty 2787.718829 = -40919.007981
  nChanged 42
		SP:Iteration 1F (22153.100000 sec): 3 clusters
  Score: Raw -43832.778432 + Penalty 2787.718829 = -41045.059602
  nChanged 15
		SP:Iteration 2F (22153.270000 sec): 3 clusters
  Score: Raw -43881.161945 + Penalty 2787.718829 = -41093.443116
  nChanged 5
		SP:Iteration 3Q (22153.440000 sec): 3 clusters
  Score: Raw -43896.167195 + Penalty 2787.718829 = -41108.448366
  nChanged 4
		SP:Iteration 4Q (22153.610000 sec): 3 clusters
  Score: Raw -43956.697762 + Penalty 2787.718829 = -41168.978933
  nChanged 0
		SP:Iteration 5F (22153.730000 sec): 3 clusters
  Score: Raw -43956.697762 + Penalty 2787.718829 = -41168.978933
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22153.800000 sec): 2 clusters
  Score: Raw -18214.487408 + Penalty 1195.429828 = -17019.057580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22153.940000 sec): 3 clusters
  Score: Raw -19051.163627 + Penalty 2390.859657 = -16660.303971
  nChanged 8
		SP:Iteration 1F (22154.080000 sec): 3 clusters
  Score: Raw -19128.405751 + Penalty 2390.859657 = -16737.546095
  nChanged 2
		SP:Iteration 2Q (22154.220000 sec): 3 clusters
  Score: Raw -19143.411786 + Penalty 2390.859657 = -16752.552129
  nChanged 0
		SP:Iteration 3F (22154.370000 sec): 3 clusters
  Score: Raw -19143.411786 + Penalty 2390.859657 = -16752.552129
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22154.440000 sec): 2 clusters
  Score: Raw -49231.513091 + Penalty 1466.548745 = -47764.964345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22154.590000 sec): 3 clusters
  Score: Raw -49660.644265 + Penalty 2933.097491 = -46727.546774
  nChanged 94
		SP:Iteration 1F (22154.740000 sec): 3 clusters
  Score: Raw -49927.052229 + Penalty 2933.097491 = -46993.954738
  nChanged 28
		SP:Iteration 2F (22154.900000 sec): 3 clusters
  Score: Raw -50001.420563 + Penalty 2933.097491 = -47068.323072
  nChanged 10
		SP:Iteration 3Q (22155.060000 sec): 3 clusters
  Score: Raw -50021.429091 + Penalty 2933.097491 = -47088.331600
  nChanged 4
		SP:Iteration 4Q (22155.220000 sec): 3 clusters
  Score: Raw -50027.520231 + Penalty 2933.097491 = -47094.422741
  nChanged 2
		SP:Iteration 5Q (22155.380000 sec): 3 clusters
  Score: Raw -50032.619459 + Penalty 2933.097491 = -47099.521968
  nChanged 4
		SP:Iteration 6Q (22155.540000 sec): 3 clusters
  Score: Raw -50040.213442 + Penalty 2933.097491 = -47107.115951
  nChanged 2
		SP:Iteration 7Q (22155.700000 sec): 3 clusters
  Score: Raw -50058.844149 + Penalty 2933.097491 = -47125.746658
  nChanged 3
		SP:Iteration 8Q (22155.870000 sec): 3 clusters
  Score: Raw -50062.121933 + Penalty 2933.097491 = -47129.024443
  nChanged 0
		SP:Iteration 9F (22156.090000 sec): 3 clusters
  Score: Raw -50062.121933 + Penalty 2933.097491 = -47129.024443
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22156.190000 sec): 2 clusters
  Score: Raw -84938.229178 + Penalty 1585.195444 = -83353.033734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22156.380000 sec): 3 clusters
  Score: Raw -84954.026826 + Penalty 3170.390888 = -81783.635938
  nChanged 140
		SP:Iteration 1F (22156.570000 sec): 3 clusters
  Score: Raw -85181.861755 + Penalty 3170.390888 = -82011.470867
  nChanged 42
		SP:Iteration 2F (22156.710000 sec): 3 clusters
  Score: Raw -85304.707227 + Penalty 3170.390888 = -82134.316339
  nChanged 34
		SP:Iteration 3F (22156.840000 sec): 3 clusters
  Score: Raw -85394.837594 + Penalty 3170.390888 = -82224.446706
  nChanged 20
		SP:Iteration 4Q (22156.960000 sec): 3 clusters
  Score: Raw -85465.274819 + Penalty 3170.390888 = -82294.883930
  nChanged 18
		SP:Iteration 5Q (22157.090000 sec): 3 clusters
  Score: Raw -85534.479914 + Penalty 3170.390888 = -82364.089026
  nChanged 20
		SP:Iteration 6Q (22157.230000 sec): 3 clusters
  Score: Raw -85605.245846 + Penalty 3170.390888 = -82434.854958
  nChanged 9
		SP:Iteration 7Q (22157.390000 sec): 3 clusters
  Score: Raw -85629.883161 + Penalty 3170.390888 = -82459.492273
  nChanged 6
		SP:Iteration 8Q (22157.580000 sec): 3 clusters
  Score: Raw -85649.555281 + Penalty 3170.390888 = -82479.164392
  nChanged 7
		SP:Iteration 9Q (22157.710000 sec): 3 clusters
  Score: Raw -85681.347624 + Penalty 3170.390888 = -82510.956736
  nChanged 3
		SP:Iteration 10Q (22157.890000 sec): 3 clusters
  Score: Raw -85699.628283 + Penalty 3170.390888 = -82529.237395
  nChanged 12
		SP:Iteration 11Q (22158.040000 sec): 3 clusters
  Score: Raw -85755.035440 + Penalty 3170.390888 = -82584.644552
  nChanged 8
		SP:Iteration 12Q (22158.200000 sec): 3 clusters
  Score: Raw -85784.046000 + Penalty 3170.390888 = -82613.655112
  nChanged 4
		SP:Iteration 13Q (22158.410000 sec): 3 clusters
  Score: Raw -85805.372953 + Penalty 3170.390888 = -82634.982065
  nChanged 5
		SP:Iteration 14Q (22158.580000 sec): 3 clusters
  Score: Raw -85847.814669 + Penalty 3170.390888 = -82677.423781
  nChanged 12
		SP:Iteration 15Q (22158.750000 sec): 3 clusters
  Score: Raw -85889.052500 + Penalty 3170.390888 = -82718.661612
  nChanged 7
		SP:Iteration 16Q (22158.950000 sec): 3 clusters
  Score: Raw -85908.786145 + Penalty 3170.390888 = -82738.395257
  nChanged 5
		SP:Iteration 17Q (22159.070000 sec): 3 clusters
  Score: Raw -85934.781162 + Penalty 3170.390888 = -82764.390274
  nChanged 8
		SP:Iteration 18Q (22159.230000 sec): 3 clusters
  Score: Raw -85984.609719 + Penalty 3170.390888 = -82814.218831
  nChanged 8
		SP:Iteration 19Q (22159.370000 sec): 3 clusters
  Score: Raw -86017.850773 + Penalty 3170.390888 = -82847.459884
  nChanged 4
		SP:Iteration 20F (22159.510000 sec): 3 clusters
  Score: Raw -86040.345786 + Penalty 3170.390888 = -82869.954898
  nChanged 6
		SP:Iteration 21Q (22159.650000 sec): 3 clusters
  Score: Raw -86085.039561 + Penalty 3170.390888 = -82914.648672
  nChanged 11
		SP:Iteration 22Q (22159.780000 sec): 3 clusters
  Score: Raw -86137.787153 + Penalty 3170.390888 = -82967.396265
  nChanged 12
		SP:Iteration 23Q (22159.940000 sec): 3 clusters
  Score: Raw -86185.758785 + Penalty 3170.390888 = -83015.367897
  nChanged 9
		SP:Iteration 24Q (22160.070000 sec): 3 clusters
  Score: Raw -86223.325224 + Penalty 3170.390888 = -83052.934336
  nChanged 9
		SP:Iteration 25Q (22160.210000 sec): 3 clusters
  Score: Raw -86251.768762 + Penalty 3170.390888 = -83081.377873
  nChanged 5
		SP:Iteration 26Q (22160.330000 sec): 3 clusters
  Score: Raw -86263.116539 + Penalty 3170.390888 = -83092.725650
  nChanged 2
		SP:Iteration 27Q (22160.570000 sec): 3 clusters
  Score: Raw -86265.714480 + Penalty 3170.390888 = -83095.323591
  nChanged 1
		SP:Iteration 28Q (22160.750000 sec): 3 clusters
  Score: Raw -86267.258627 + Penalty 3170.390888 = -83096.867739
  nChanged 0
		SP:Iteration 29F (22160.930000 sec): 3 clusters
  Score: Raw -86267.258627 + Penalty 3170.390888 = -83096.867739
  nChanged 0
Deleting Class 31 (434 points): Lose 2948.113516 but Gain 3262.464713
Iteration 336F (22241.010000 sec): 59 clusters
  Score: Raw -91403153.068726 + Penalty 189222.953371 = -91213930.115355
  nChanged 402
Iteration 337F (22321.600000 sec): 59 clusters
  Score: Raw -91404170.048629 + Penalty 189222.953371 = -91214947.095257
  nChanged 29
Iteration 338Q (22365.850000 sec): 59 clusters
  Score: Raw -91404195.109319 + Penalty 189222.953371 = -91214972.155947
  nChanged 4
Writing temp clu file 
Because OldScore, -91214947.095257, is greater than current (better) Score,-91214972.155947 
 Compute initial score before splitting:   Score: Raw -91404195.109319 + Penalty 189222.953371 = -91214972.155947
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22366.030000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22366.170000 sec): 3 clusters
  Score: Raw -47301.337707 + Penalty 2933.097491 = -44368.240217
  nChanged 67
		SP:Iteration 1F (22366.280000 sec): 3 clusters
  Score: Raw -47476.740815 + Penalty 2933.097491 = -44543.643324
  nChanged 23
		SP:Iteration 2F (22366.430000 sec): 3 clusters
  Score: Raw -47543.979990 + Penalty 2933.097491 = -44610.882500
  nChanged 10
		SP:Iteration 3Q (22366.570000 sec): 3 clusters
  Score: Raw -47560.298055 + Penalty 2933.097491 = -44627.200564
  nChanged 6
		SP:Iteration 4Q (22366.750000 sec): 3 clusters
  Score: Raw -47592.107899 + Penalty 2933.097491 = -44659.010409
  nChanged 4
		SP:Iteration 5Q (22366.910000 sec): 3 clusters
  Score: Raw -47613.283212 + Penalty 2933.097491 = -44680.185721
  nChanged 4
		SP:Iteration 6Q (22367.090000 sec): 3 clusters
  Score: Raw -47629.372910 + Penalty 2933.097491 = -44696.275420
  nChanged 3
		SP:Iteration 7Q (22367.250000 sec): 3 clusters
  Score: Raw -47641.993482 + Penalty 2933.097491 = -44708.895991
  nChanged 4
		SP:Iteration 8Q (22367.390000 sec): 3 clusters
  Score: Raw -47652.113289 + Penalty 2933.097491 = -44719.015798
  nChanged 4
		SP:Iteration 9Q (22367.530000 sec): 3 clusters
  Score: Raw -47670.318535 + Penalty 2933.097491 = -44737.221044
  nChanged 6
		SP:Iteration 10Q (22367.720000 sec): 3 clusters
  Score: Raw -47691.575163 + Penalty 2933.097491 = -44758.477672
  nChanged 6
		SP:Iteration 11Q (22367.890000 sec): 3 clusters
  Score: Raw -47732.188495 + Penalty 2933.097491 = -44799.091005
  nChanged 5
		SP:Iteration 12Q (22367.990000 sec): 3 clusters
  Score: Raw -47762.030362 + Penalty 2933.097491 = -44828.932872
  nChanged 6
		SP:Iteration 13Q (22368.130000 sec): 3 clusters
  Score: Raw -47800.200441 + Penalty 2933.097491 = -44867.102951
  nChanged 4
		SP:Iteration 14Q (22368.260000 sec): 3 clusters
  Score: Raw -47833.298614 + Penalty 2933.097491 = -44900.201123
  nChanged 4
		SP:Iteration 15Q (22368.420000 sec): 3 clusters
  Score: Raw -47842.117899 + Penalty 2933.097491 = -44909.020408
  nChanged 3
		SP:Iteration 16Q (22368.580000 sec): 3 clusters
  Score: Raw -47847.241632 + Penalty 2933.097491 = -44914.144142
  nChanged 0
		SP:Iteration 17F (22368.760000 sec): 3 clusters
  Score: Raw -47847.241632 + Penalty 2933.097491 = -44914.144142
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22368.860000 sec): 2 clusters
  Score: Raw -77629.043627 + Penalty 1533.157057 = -76095.886570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22369.030000 sec): 3 clusters
  Score: Raw -77659.333474 + Penalty 3066.314114 = -74593.019361
  nChanged 93
		SP:Iteration 1F (22369.190000 sec): 3 clusters
  Score: Raw -77843.215859 + Penalty 3066.314114 = -74776.901745
  nChanged 32
		SP:Iteration 2F (22369.350000 sec): 3 clusters
  Score: Raw -77909.184170 + Penalty 3066.314114 = -74842.870056
  nChanged 9
		SP:Iteration 3Q (22369.510000 sec): 3 clusters
  Score: Raw -77930.868933 + Penalty 3066.314114 = -74864.554819
  nChanged 6
		SP:Iteration 4Q (22369.700000 sec): 3 clusters
  Score: Raw -77938.476588 + Penalty 3066.314114 = -74872.162475
  nChanged 2
		SP:Iteration 5Q (22369.870000 sec): 3 clusters
  Score: Raw -77943.548719 + Penalty 3066.314114 = -74877.234605
  nChanged 1
		SP:Iteration 6Q (22369.980000 sec): 3 clusters
  Score: Raw -77943.912392 + Penalty 3066.314114 = -74877.598278
  nChanged 2
		SP:Iteration 7Q (22370.130000 sec): 3 clusters
  Score: Raw -77945.393334 + Penalty 3066.314114 = -74879.079220
  nChanged 1
		SP:Iteration 8Q (22370.280000 sec): 3 clusters
  Score: Raw -77948.557709 + Penalty 3066.314114 = -74882.243595
  nChanged 0
		SP:Iteration 9F (22370.430000 sec): 3 clusters
  Score: Raw -77948.557709 + Penalty 3066.314114 = -74882.243595
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22370.480000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22370.680000 sec): 3 clusters
  Score: Raw -221768.831555 + Penalty 3514.607126 = -218254.224429
  nChanged 328
		SP:Iteration 1F (22370.840000 sec): 3 clusters
  Score: Raw -222115.104904 + Penalty 3514.607126 = -218600.497777
  nChanged 89
		SP:Iteration 2F (22370.980000 sec): 3 clusters
  Score: Raw -222212.241399 + Penalty 3514.607126 = -218697.634273
  nChanged 40
		SP:Iteration 3Q (22371.140000 sec): 3 clusters
  Score: Raw -222257.531644 + Penalty 3514.607126 = -218742.924517
  nChanged 23
		SP:Iteration 4Q (22371.330000 sec): 3 clusters
  Score: Raw -222280.612589 + Penalty 3514.607126 = -218766.005463
  nChanged 12
		SP:Iteration 5Q (22371.490000 sec): 3 clusters
  Score: Raw -222292.750657 + Penalty 3514.607126 = -218778.143530
  nChanged 8
		SP:Iteration 6Q (22371.650000 sec): 3 clusters
  Score: Raw -222300.699739 + Penalty 3514.607126 = -218786.092612
  nChanged 11
		SP:Iteration 7Q (22371.770000 sec): 3 clusters
  Score: Raw -222310.192017 + Penalty 3514.607126 = -218795.584891
  nChanged 11
		SP:Iteration 8Q (22371.930000 sec): 3 clusters
  Score: Raw -222322.541186 + Penalty 3514.607126 = -218807.934060
  nChanged 7
		SP:Iteration 9Q (22372.090000 sec): 3 clusters
  Score: Raw -222332.175603 + Penalty 3514.607126 = -218817.568477
  nChanged 6
		SP:Iteration 10Q (22372.250000 sec): 3 clusters
  Score: Raw -222336.668875 + Penalty 3514.607126 = -218822.061749
  nChanged 5
		SP:Iteration 11Q (22372.400000 sec): 3 clusters
  Score: Raw -222340.671111 + Penalty 3514.607126 = -218826.063985
  nChanged 5
		SP:Iteration 12Q (22372.550000 sec): 3 clusters
  Score: Raw -222345.497968 + Penalty 3514.607126 = -218830.890842
  nChanged 4
		SP:Iteration 13Q (22372.710000 sec): 3 clusters
  Score: Raw -222348.499817 + Penalty 3514.607126 = -218833.892691
  nChanged 2
		SP:Iteration 14Q (22372.870000 sec): 3 clusters
  Score: Raw -222350.361233 + Penalty 3514.607126 = -218835.754106
  nChanged 2
		SP:Iteration 15Q (22373.090000 sec): 3 clusters
  Score: Raw -222353.169757 + Penalty 3514.607126 = -218838.562631
  nChanged 1
		SP:Iteration 16Q (22373.230000 sec): 3 clusters
  Score: Raw -222354.306006 + Penalty 3514.607126 = -218839.698879
  nChanged 0
		SP:Iteration 17F (22373.390000 sec): 3 clusters
  Score: Raw -222354.306006 + Penalty 3514.607126 = -218839.698879
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22373.470000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22373.650000 sec): 3 clusters
  Score: Raw -27067.530912 + Penalty 2547.356025 = -24520.174887
  nChanged 10
		SP:Iteration 1F (22373.810000 sec): 3 clusters
  Score: Raw -27102.039450 + Penalty 2547.356025 = -24554.683425
  nChanged 3
		SP:Iteration 2Q (22374.000000 sec): 3 clusters
  Score: Raw -27112.205932 + Penalty 2547.356025 = -24564.849908
  nChanged 0
		SP:Iteration 3F (22374.120000 sec): 3 clusters
  Score: Raw -27112.205932 + Penalty 2547.356025 = -24564.849908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22374.270000 sec): 2 clusters
  Score: Raw -907448.131546 + Penalty 2118.919402 = -905329.212144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22374.400000 sec): 3 clusters
  Score: Raw -904976.589025 + Penalty 4237.838803 = -900738.750221
  nChanged 1944
		SP:Iteration 1F (22374.610000 sec): 3 clusters
  Score: Raw -906055.579743 + Penalty 4237.838803 = -901817.740940
  nChanged 435
		SP:Iteration 2F (22374.820000 sec): 3 clusters
  Score: Raw -906348.898606 + Penalty 4237.838803 = -902111.059803
  nChanged 285
		SP:Iteration 3F (22375.040000 sec): 3 clusters
  Score: Raw -906539.553010 + Penalty 4237.838803 = -902301.714207
  nChanged 240
		SP:Iteration 4Q (22375.180000 sec): 3 clusters
  Score: Raw -906680.855459 + Penalty 4237.838803 = -902443.016655
  nChanged 192
		SP:Iteration 5Q (22375.360000 sec): 3 clusters
  Score: Raw -906797.700452 + Penalty 4237.838803 = -902559.861649
  nChanged 134
		SP:Iteration 6Q (22375.590000 sec): 3 clusters
  Score: Raw -906870.398175 + Penalty 4237.838803 = -902632.559372
  nChanged 126
		SP:Iteration 7Q (22375.750000 sec): 3 clusters
  Score: Raw -906938.731432 + Penalty 4237.838803 = -902700.892629
  nChanged 112
		SP:Iteration 8Q (22375.890000 sec): 3 clusters
  Score: Raw -906995.429976 + Penalty 4237.838803 = -902757.591173
  nChanged 108
		SP:Iteration 9Q (22376.120000 sec): 3 clusters
  Score: Raw -907059.147457 + Penalty 4237.838803 = -902821.308653
  nChanged 113
		SP:Iteration 10Q (22376.290000 sec): 3 clusters
  Score: Raw -907114.170499 + Penalty 4237.838803 = -902876.331696
  nChanged 86
		SP:Iteration 11Q (22376.470000 sec): 3 clusters
  Score: Raw -907152.882284 + Penalty 4237.838803 = -902915.043481
  nChanged 74
		SP:Iteration 12Q (22376.680000 sec): 3 clusters
  Score: Raw -907190.505273 + Penalty 4237.838803 = -902952.666470
  nChanged 73
		SP:Iteration 13Q (22376.890000 sec): 3 clusters
  Score: Raw -907229.355349 + Penalty 4237.838803 = -902991.516545
  nChanged 99
		SP:Iteration 14Q (22377.070000 sec): 3 clusters
  Score: Raw -907284.675762 + Penalty 4237.838803 = -903046.836958
  nChanged 90
		SP:Iteration 15Q (22377.220000 sec): 3 clusters
  Score: Raw -907336.752804 + Penalty 4237.838803 = -903098.914000
  nChanged 112
		SP:Iteration 16Q (22377.400000 sec): 3 clusters
  Score: Raw -907416.560861 + Penalty 4237.838803 = -903178.722057
  nChanged 130
		SP:Iteration 17Q (22377.630000 sec): 3 clusters
  Score: Raw -907517.186327 + Penalty 4237.838803 = -903279.347523
  nChanged 125
		SP:Iteration 18Q (22377.790000 sec): 3 clusters
  Score: Raw -907612.366785 + Penalty 4237.838803 = -903374.527982
  nChanged 129
		SP:Iteration 19Q (22377.970000 sec): 3 clusters
  Score: Raw -907711.447611 + Penalty 4237.838803 = -903473.608808
  nChanged 116
		SP:Iteration 20F (22378.130000 sec): 3 clusters
  Score: Raw -907795.374403 + Penalty 4237.838803 = -903557.535600
  nChanged 115
		SP:Iteration 21Q (22378.330000 sec): 3 clusters
  Score: Raw -907879.781014 + Penalty 4237.838803 = -903641.942211
  nChanged 118
		SP:Iteration 22Q (22378.540000 sec): 3 clusters
  Score: Raw -907954.478196 + Penalty 4237.838803 = -903716.639392
  nChanged 115
		SP:Iteration 23Q (22378.720000 sec): 3 clusters
  Score: Raw -908021.484360 + Penalty 4237.838803 = -903783.645557
  nChanged 95
		SP:Iteration 24Q (22378.920000 sec): 3 clusters
  Score: Raw -908075.238338 + Penalty 4237.838803 = -903837.399535
  nChanged 70
		SP:Iteration 25Q (22379.070000 sec): 3 clusters
  Score: Raw -908111.500664 + Penalty 4237.838803 = -903873.661861
  nChanged 48
		SP:Iteration 26Q (22379.340000 sec): 3 clusters
  Score: Raw -908139.876606 + Penalty 4237.838803 = -903902.037802
  nChanged 48
		SP:Iteration 27Q (22379.480000 sec): 3 clusters
  Score: Raw -908163.511723 + Penalty 4237.838803 = -903925.672919
  nChanged 42
		SP:Iteration 28Q (22379.730000 sec): 3 clusters
  Score: Raw -908187.538416 + Penalty 4237.838803 = -903949.699613
  nChanged 39
		SP:Iteration 29Q (22379.880000 sec): 3 clusters
  Score: Raw -908210.358628 + Penalty 4237.838803 = -903972.519825
  nChanged 40
		SP:Iteration 30Q (22380.070000 sec): 3 clusters
  Score: Raw -908233.999659 + Penalty 4237.838803 = -903996.160856
  nChanged 42
		SP:Iteration 31Q (22380.230000 sec): 3 clusters
  Score: Raw -908260.485836 + Penalty 4237.838803 = -904022.647033
  nChanged 54
		SP:Iteration 32Q (22380.440000 sec): 3 clusters
  Score: Raw -908295.608146 + Penalty 4237.838803 = -904057.769343
  nChanged 49
		SP:Iteration 33Q (22380.640000 sec): 3 clusters
  Score: Raw -908326.925288 + Penalty 4237.838803 = -904089.086484
  nChanged 44
		SP:Iteration 34Q (22380.800000 sec): 3 clusters
  Score: Raw -908357.320039 + Penalty 4237.838803 = -904119.481235
  nChanged 45
		SP:Iteration 35Q (22381.000000 sec): 3 clusters
  Score: Raw -908384.933636 + Penalty 4237.838803 = -904147.094833
  nChanged 55
		SP:Iteration 36Q (22381.160000 sec): 3 clusters
  Score: Raw -908422.881477 + Penalty 4237.838803 = -904185.042674
  nChanged 46
		SP:Iteration 37Q (22381.340000 sec): 3 clusters
  Score: Raw -908459.122306 + Penalty 4237.838803 = -904221.283503
  nChanged 49
		SP:Iteration 38Q (22381.560000 sec): 3 clusters
  Score: Raw -908495.196215 + Penalty 4237.838803 = -904257.357412
  nChanged 50
		SP:Iteration 39Q (22381.750000 sec): 3 clusters
  Score: Raw -908545.456666 + Penalty 4237.838803 = -904307.617863
  nChanged 62
		SP:Iteration 40F (22381.910000 sec): 3 clusters
  Score: Raw -908621.005940 + Penalty 4237.838803 = -904383.167136
  nChanged 64
		SP:Iteration 41Q (22382.090000 sec): 3 clusters
  Score: Raw -908696.986085 + Penalty 4237.838803 = -904459.147281
  nChanged 48
		SP:Iteration 42Q (22382.220000 sec): 3 clusters
  Score: Raw -908755.032442 + Penalty 4237.838803 = -904517.193639
  nChanged 35
		SP:Iteration 43Q (22382.420000 sec): 3 clusters
  Score: Raw -908787.026341 + Penalty 4237.838803 = -904549.187538
  nChanged 26
		SP:Iteration 44Q (22382.610000 sec): 3 clusters
  Score: Raw -908804.815038 + Penalty 4237.838803 = -904566.976234
  nChanged 19
		SP:Iteration 45Q (22382.810000 sec): 3 clusters
  Score: Raw -908818.426119 + Penalty 4237.838803 = -904580.587315
  nChanged 17
		SP:Iteration 46Q (22382.960000 sec): 3 clusters
  Score: Raw -908829.851477 + Penalty 4237.838803 = -904592.012674
  nChanged 12
		SP:Iteration 47Q (22383.180000 sec): 3 clusters
  Score: Raw -908837.455915 + Penalty 4237.838803 = -904599.617112
  nChanged 9
		SP:Iteration 48Q (22383.330000 sec): 3 clusters
  Score: Raw -908843.930073 + Penalty 4237.838803 = -904606.091270
  nChanged 6
		SP:Iteration 49Q (22383.540000 sec): 3 clusters
  Score: Raw -908846.650821 + Penalty 4237.838803 = -904608.812018
  nChanged 2
		SP:Iteration 50Q (22383.700000 sec): 3 clusters
  Score: Raw -908847.943381 + Penalty 4237.838803 = -904610.104577
  nChanged 0
		SP:Iteration 51F (22383.950000 sec): 3 clusters
  Score: Raw -908847.943381 + Penalty 4237.838803 = -904610.104577
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22384.030000 sec): 2 clusters
  Score: Raw -59774.391763 + Penalty 1497.391988 = -58276.999775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22384.200000 sec): 3 clusters
  Score: Raw -59954.537999 + Penalty 2994.783976 = -56959.754023
  nChanged 77
		SP:Iteration 1F (22384.330000 sec): 3 clusters
  Score: Raw -60182.318935 + Penalty 2994.783976 = -57187.534958
  nChanged 27
		SP:Iteration 2F (22384.500000 sec): 3 clusters
  Score: Raw -60252.098692 + Penalty 2994.783976 = -57257.314715
  nChanged 10
		SP:Iteration 3Q (22384.670000 sec): 3 clusters
  Score: Raw -60270.703448 + Penalty 2994.783976 = -57275.919472
  nChanged 7
		SP:Iteration 4Q (22384.800000 sec): 3 clusters
  Score: Raw -60287.102709 + Penalty 2994.783976 = -57292.318733
  nChanged 6
		SP:Iteration 5Q (22384.980000 sec): 3 clusters
  Score: Raw -60311.503145 + Penalty 2994.783976 = -57316.719169
  nChanged 8
		SP:Iteration 6Q (22385.160000 sec): 3 clusters
  Score: Raw -60333.523493 + Penalty 2994.783976 = -57338.739517
  nChanged 8
		SP:Iteration 7Q (22385.320000 sec): 3 clusters
  Score: Raw -60354.831375 + Penalty 2994.783976 = -57360.047399
  nChanged 3
		SP:Iteration 8Q (22385.480000 sec): 3 clusters
  Score: Raw -60359.327699 + Penalty 2994.783976 = -57364.543723
  nChanged 3
		SP:Iteration 9Q (22385.590000 sec): 3 clusters
  Score: Raw -60367.370289 + Penalty 2994.783976 = -57372.586313
  nChanged 2
		SP:Iteration 10Q (22385.720000 sec): 3 clusters
  Score: Raw -60378.356112 + Penalty 2994.783976 = -57383.572135
  nChanged 2
		SP:Iteration 11Q (22385.880000 sec): 3 clusters
  Score: Raw -60386.599156 + Penalty 2994.783976 = -57391.815180
  nChanged 2
		SP:Iteration 12Q (22386.000000 sec): 3 clusters
  Score: Raw -60391.433881 + Penalty 2994.783976 = -57396.649904
  nChanged 2
		SP:Iteration 13Q (22386.160000 sec): 3 clusters
  Score: Raw -60393.411943 + Penalty 2994.783976 = -57398.627967
  nChanged 1
		SP:Iteration 14Q (22386.250000 sec): 3 clusters
  Score: Raw -60401.283322 + Penalty 2994.783976 = -57406.499346
  nChanged 1
		SP:Iteration 15Q (22386.420000 sec): 3 clusters
  Score: Raw -60412.187885 + Penalty 2994.783976 = -57417.403909
  nChanged 2
		SP:Iteration 16Q (22386.560000 sec): 3 clusters
  Score: Raw -60428.096524 + Penalty 2994.783976 = -57433.312548
  nChanged 4
		SP:Iteration 17Q (22386.690000 sec): 3 clusters
  Score: Raw -60434.640286 + Penalty 2994.783976 = -57439.856310
  nChanged 4
		SP:Iteration 18Q (22386.850000 sec): 3 clusters
  Score: Raw -60447.213733 + Penalty 2994.783976 = -57452.429757
  nChanged 1
		SP:Iteration 19Q (22386.980000 sec): 3 clusters
  Score: Raw -60449.903964 + Penalty 2994.783976 = -57455.119987
  nChanged 1
		SP:Iteration 20F (22387.120000 sec): 3 clusters
  Score: Raw -60452.369884 + Penalty 2994.783976 = -57457.585908
  nChanged 3
		SP:Iteration 21Q (22387.260000 sec): 3 clusters
  Score: Raw -60457.133036 + Penalty 2994.783976 = -57462.349059
  nChanged 1
		SP:Iteration 22Q (22387.400000 sec): 3 clusters
  Score: Raw -60457.829946 + Penalty 2994.783976 = -57463.045969
  nChanged 0
		SP:Iteration 23F (22387.580000 sec): 3 clusters
  Score: Raw -60457.829946 + Penalty 2994.783976 = -57463.045969
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22387.660000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22387.800000 sec): 3 clusters
  Score: Raw -280247.063036 + Penalty 3634.904927 = -276612.158109
  nChanged 465
		SP:Iteration 1F (22387.960000 sec): 3 clusters
  Score: Raw -280601.151069 + Penalty 3634.904927 = -276966.246142
  nChanged 106
		SP:Iteration 2F (22388.120000 sec): 3 clusters
  Score: Raw -280709.359607 + Penalty 3634.904927 = -277074.454680
  nChanged 61
		SP:Iteration 3Q (22388.320000 sec): 3 clusters
  Score: Raw -280778.793298 + Penalty 3634.904927 = -277143.888371
  nChanged 46
		SP:Iteration 4Q (22388.520000 sec): 3 clusters
  Score: Raw -280817.289401 + Penalty 3634.904927 = -277182.384474
  nChanged 21
		SP:Iteration 5Q (22388.720000 sec): 3 clusters
  Score: Raw -280836.660925 + Penalty 3634.904927 = -277201.755998
  nChanged 15
		SP:Iteration 6Q (22388.880000 sec): 3 clusters
  Score: Raw -280849.193598 + Penalty 3634.904927 = -277214.288671
  nChanged 16
		SP:Iteration 7Q (22389.040000 sec): 3 clusters
  Score: Raw -280858.707693 + Penalty 3634.904927 = -277223.802766
  nChanged 4
		SP:Iteration 8Q (22389.220000 sec): 3 clusters
  Score: Raw -280861.302768 + Penalty 3634.904927 = -277226.397841
  nChanged 5
		SP:Iteration 9Q (22389.390000 sec): 3 clusters
  Score: Raw -280864.199281 + Penalty 3634.904927 = -277229.294354
  nChanged 3
		SP:Iteration 10Q (22389.570000 sec): 3 clusters
  Score: Raw -280866.300313 + Penalty 3634.904927 = -277231.395386
  nChanged 0
		SP:Iteration 11F (22389.700000 sec): 3 clusters
  Score: Raw -280866.300313 + Penalty 3634.904927 = -277231.395386
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22389.790000 sec): 2 clusters
  Score: Raw -27791.757628 + Penalty 1373.258898 = -26418.498730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22389.960000 sec): 3 clusters
  Score: Raw -27970.653872 + Penalty 2746.517796 = -25224.136076
  nChanged 28
		SP:Iteration 1F (22390.090000 sec): 3 clusters
  Score: Raw -28070.666766 + Penalty 2746.517796 = -25324.148969
  nChanged 8
		SP:Iteration 2Q (22390.220000 sec): 3 clusters
  Score: Raw -28097.103878 + Penalty 2746.517796 = -25350.586081
  nChanged 2
		SP:Iteration 3Q (22390.350000 sec): 3 clusters
  Score: Raw -28110.795137 + Penalty 2746.517796 = -25364.277340
  nChanged 1
		SP:Iteration 4Q (22390.460000 sec): 3 clusters
  Score: Raw -28113.571186 + Penalty 2746.517796 = -25367.053390
  nChanged 1
		SP:Iteration 5Q (22390.590000 sec): 3 clusters
  Score: Raw -28123.433634 + Penalty 2746.517796 = -25376.915838
  nChanged 0
		SP:Iteration 6F (22390.740000 sec): 3 clusters
  Score: Raw -28123.433634 + Penalty 2746.517796 = -25376.915838
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22390.800000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22390.950000 sec): 3 clusters
  Score: Raw -218610.380683 + Penalty 3502.847050 = -215107.533634
  nChanged 328
		SP:Iteration 1F (22391.140000 sec): 3 clusters
  Score: Raw -218966.082758 + Penalty 3502.847050 = -215463.235709
  nChanged 98
		SP:Iteration 2F (22391.300000 sec): 3 clusters
  Score: Raw -219157.840532 + Penalty 3502.847050 = -215654.993482
  nChanged 78
		SP:Iteration 3F (22391.450000 sec): 3 clusters
  Score: Raw -219303.012928 + Penalty 3502.847050 = -215800.165879
  nChanged 74
		SP:Iteration 4F (22391.630000 sec): 3 clusters
  Score: Raw -219451.067211 + Penalty 3502.847050 = -215948.220162
  nChanged 63
		SP:Iteration 5F (22391.800000 sec): 3 clusters
  Score: Raw -219555.774440 + Penalty 3502.847050 = -216052.927390
  nChanged 38
		SP:Iteration 6Q (22391.960000 sec): 3 clusters
  Score: Raw -219616.584745 + Penalty 3502.847050 = -216113.737696
  nChanged 30
		SP:Iteration 7Q (22392.130000 sec): 3 clusters
  Score: Raw -219657.458770 + Penalty 3502.847050 = -216154.611720
  nChanged 23
		SP:Iteration 8Q (22392.260000 sec): 3 clusters
  Score: Raw -219689.395722 + Penalty 3502.847050 = -216186.548672
  nChanged 16
		SP:Iteration 9Q (22392.340000 sec): 3 clusters
  Score: Raw -219707.441900 + Penalty 3502.847050 = -216204.594851
  nChanged 10
		SP:Iteration 10Q (22392.460000 sec): 3 clusters
  Score: Raw -219722.269646 + Penalty 3502.847050 = -216219.422596
  nChanged 11
		SP:Iteration 11Q (22392.590000 sec): 3 clusters
  Score: Raw -219737.407465 + Penalty 3502.847050 = -216234.560415
  nChanged 5
		SP:Iteration 12Q (22392.700000 sec): 3 clusters
  Score: Raw -219743.764894 + Penalty 3502.847050 = -216240.917844
  nChanged 5
		SP:Iteration 13Q (22392.840000 sec): 3 clusters
  Score: Raw -219752.811273 + Penalty 3502.847050 = -216249.964223
  nChanged 4
		SP:Iteration 14Q (22393.010000 sec): 3 clusters
  Score: Raw -219760.495419 + Penalty 3502.847050 = -216257.648369
  nChanged 1
		SP:Iteration 15Q (22393.130000 sec): 3 clusters
  Score: Raw -219761.141228 + Penalty 3502.847050 = -216258.294178
  nChanged 0
		SP:Iteration 16F (22393.260000 sec): 3 clusters
  Score: Raw -219761.141228 + Penalty 3502.847050 = -216258.294178
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22393.350000 sec): 2 clusters
  Score: Raw -37306.611106 + Penalty 1342.088221 = -35964.522885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22393.490000 sec): 3 clusters
  Score: Raw -37456.016076 + Penalty 2684.176442 = -34771.839634
  nChanged 18
		SP:Iteration 1F (22393.670000 sec): 3 clusters
  Score: Raw -37530.579411 + Penalty 2684.176442 = -34846.402969
  nChanged 2
		SP:Iteration 2Q (22393.850000 sec): 3 clusters
  Score: Raw -37540.230986 + Penalty 2684.176442 = -34856.054544
  nChanged 2
		SP:Iteration 3Q (22394.010000 sec): 3 clusters
  Score: Raw -37545.587163 + Penalty 2684.176442 = -34861.410721
  nChanged 3
		SP:Iteration 4Q (22394.210000 sec): 3 clusters
  Score: Raw -37556.749314 + Penalty 2684.176442 = -34872.572872
  nChanged 1
		SP:Iteration 5Q (22394.360000 sec): 3 clusters
  Score: Raw -37559.722612 + Penalty 2684.176442 = -34875.546171
  nChanged 1
		SP:Iteration 6Q (22394.500000 sec): 3 clusters
  Score: Raw -37562.224903 + Penalty 2684.176442 = -34878.048461
  nChanged 1
		SP:Iteration 7Q (22394.600000 sec): 3 clusters
  Score: Raw -37565.780371 + Penalty 2684.176442 = -34881.603929
  nChanged 0
		SP:Iteration 8F (22394.800000 sec): 3 clusters
  Score: Raw -37565.780371 + Penalty 2684.176442 = -34881.603929
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22394.870000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22395.040000 sec): 3 clusters
  Score: Raw -35311.334416 + Penalty 2681.957199 = -32629.377218
  nChanged 14
		SP:Iteration 1F (22395.160000 sec): 3 clusters
  Score: Raw -35433.289141 + Penalty 2681.957199 = -32751.331943
  nChanged 3
		SP:Iteration 2Q (22395.260000 sec): 3 clusters
  Score: Raw -35453.736748 + Penalty 2681.957199 = -32771.779549
  nChanged 4
		SP:Iteration 3Q (22395.350000 sec): 3 clusters
  Score: Raw -35540.605762 + Penalty 2681.957199 = -32858.648563
  nChanged 5
		SP:Iteration 4Q (22395.490000 sec): 3 clusters
  Score: Raw -35646.916335 + Penalty 2681.957199 = -32964.959136
  nChanged 6
		SP:Iteration 5Q (22395.630000 sec): 3 clusters
  Score: Raw -35680.388583 + Penalty 2681.957199 = -32998.431384
  nChanged 1
		SP:Iteration 6Q (22395.760000 sec): 3 clusters
  Score: Raw -35688.396889 + Penalty 2681.957199 = -33006.439690
  nChanged 0
		SP:Iteration 7F (22395.940000 sec): 3 clusters
  Score: Raw -35688.396889 + Penalty 2681.957199 = -33006.439690
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22396.030000 sec): 2 clusters
  Score: Raw -49732.065862 + Penalty 1446.306854 = -48285.759008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22396.240000 sec): 3 clusters
  Score: Raw -49961.083441 + Penalty 2892.613709 = -47068.469733
  nChanged 71
		SP:Iteration 1F (22396.360000 sec): 3 clusters
  Score: Raw -50269.191918 + Penalty 2892.613709 = -47376.578209
  nChanged 35
		SP:Iteration 2F (22396.530000 sec): 3 clusters
  Score: Raw -50542.680517 + Penalty 2892.613709 = -47650.066808
  nChanged 24
		SP:Iteration 3F (22396.710000 sec): 3 clusters
  Score: Raw -50779.728652 + Penalty 2892.613709 = -47887.114943
  nChanged 17
		SP:Iteration 4Q (22396.820000 sec): 3 clusters
  Score: Raw -51003.403288 + Penalty 2892.613709 = -48110.789579
  nChanged 12
		SP:Iteration 5Q (22397.010000 sec): 3 clusters
  Score: Raw -51115.739924 + Penalty 2892.613709 = -48223.126215
  nChanged 6
		SP:Iteration 6Q (22397.170000 sec): 3 clusters
  Score: Raw -51154.203248 + Penalty 2892.613709 = -48261.589539
  nChanged 5
		SP:Iteration 7Q (22397.380000 sec): 3 clusters
  Score: Raw -51171.427287 + Penalty 2892.613709 = -48278.813578
  nChanged 3
		SP:Iteration 8Q (22397.480000 sec): 3 clusters
  Score: Raw -51192.754617 + Penalty 2892.613709 = -48300.140908
  nChanged 1
		SP:Iteration 9Q (22397.670000 sec): 3 clusters
  Score: Raw -51196.994944 + Penalty 2892.613709 = -48304.381236
  nChanged 1
		SP:Iteration 10Q (22397.860000 sec): 3 clusters
  Score: Raw -51217.136097 + Penalty 2892.613709 = -48324.522388
  nChanged 2
		SP:Iteration 11Q (22397.980000 sec): 3 clusters
  Score: Raw -51227.887283 + Penalty 2892.613709 = -48335.273575
  nChanged 1
		SP:Iteration 12Q (22398.160000 sec): 3 clusters
  Score: Raw -51242.157824 + Penalty 2892.613709 = -48349.544116
  nChanged 1
		SP:Iteration 13Q (22398.300000 sec): 3 clusters
  Score: Raw -51243.978107 + Penalty 2892.613709 = -48351.364398
  nChanged 1
		SP:Iteration 14Q (22398.440000 sec): 3 clusters
  Score: Raw -51246.492326 + Penalty 2892.613709 = -48353.878617
  nChanged 0
		SP:Iteration 15F (22398.580000 sec): 3 clusters
  Score: Raw -51246.492326 + Penalty 2892.613709 = -48353.878617
  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 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22398.760000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22398.970000 sec): 3 clusters
  Score: Raw -2507027.322792 + Penalty 4719.526554 = -2502307.796238
  nChanged 5759
		SP:Iteration 1F (22399.200000 sec): 3 clusters
  Score: Raw -2510093.378555 + Penalty 4719.526554 = -2505373.852002
  nChanged 839
		SP:Iteration 2F (22399.480000 sec): 3 clusters
  Score: Raw -2510474.993421 + Penalty 4719.526554 = -2505755.466868
  nChanged 698
		SP:Iteration 3F (22399.680000 sec): 3 clusters
  Score: Raw -2510794.107426 + Penalty 4719.526554 = -2506074.580872
  nChanged 640
		SP:Iteration 4Q (22399.900000 sec): 3 clusters
  Score: Raw -2511118.388318 + Penalty 4719.526554 = -2506398.861764
  nChanged 610
		SP:Iteration 5Q (22400.120000 sec): 3 clusters
  Score: Raw -2511469.896106 + Penalty 4719.526554 = -2506750.369552
  nChanged 620
		SP:Iteration 6Q (22400.390000 sec): 3 clusters
  Score: Raw -2511822.971863 + Penalty 4719.526554 = -2507103.445310
  nChanged 616
		SP:Iteration 7Q (22400.600000 sec): 3 clusters
  Score: Raw -2512218.004148 + Penalty 4719.526554 = -2507498.477594
  nChanged 607
		SP:Iteration 8Q (22400.880000 sec): 3 clusters
  Score: Raw -2512631.590362 + Penalty 4719.526554 = -2507912.063809
  nChanged 588
		SP:Iteration 9Q (22401.140000 sec): 3 clusters
  Score: Raw -2513028.293570 + Penalty 4719.526554 = -2508308.767017
  nChanged 547
		SP:Iteration 10Q (22401.420000 sec): 3 clusters
  Score: Raw -2513441.951666 + Penalty 4719.526554 = -2508722.425112
  nChanged 548
		SP:Iteration 11Q (22401.720000 sec): 3 clusters
  Score: Raw -2513880.774333 + Penalty 4719.526554 = -2509161.247779
  nChanged 443
		SP:Iteration 12Q (22401.900000 sec): 3 clusters
  Score: Raw -2514216.718278 + Penalty 4719.526554 = -2509497.191725
  nChanged 341
		SP:Iteration 13Q (22402.160000 sec): 3 clusters
  Score: Raw -2514450.131535 + Penalty 4719.526554 = -2509730.604981
  nChanged 284
		SP:Iteration 14Q (22402.410000 sec): 3 clusters
  Score: Raw -2514621.405369 + Penalty 4719.526554 = -2509901.878816
  nChanged 223
		SP:Iteration 15Q (22402.660000 sec): 3 clusters
  Score: Raw -2514747.732411 + Penalty 4719.526554 = -2510028.205857
  nChanged 170
		SP:Iteration 16Q (22402.920000 sec): 3 clusters
  Score: Raw -2514830.023978 + Penalty 4719.526554 = -2510110.497424
  nChanged 124
		SP:Iteration 17Q (22403.120000 sec): 3 clusters
  Score: Raw -2514884.199327 + Penalty 4719.526554 = -2510164.672774
  nChanged 108
		SP:Iteration 18Q (22403.390000 sec): 3 clusters
  Score: Raw -2514927.737985 + Penalty 4719.526554 = -2510208.211431
  nChanged 87
		SP:Iteration 19Q (22403.660000 sec): 3 clusters
  Score: Raw -2514962.462841 + Penalty 4719.526554 = -2510242.936288
  nChanged 64
		SP:Iteration 20F (22403.860000 sec): 3 clusters
  Score: Raw -2514984.227609 + Penalty 4719.526554 = -2510264.701055
  nChanged 45
		SP:Iteration 21Q (22404.060000 sec): 3 clusters
  Score: Raw -2514998.839876 + Penalty 4719.526554 = -2510279.313322
  nChanged 37
		SP:Iteration 22Q (22404.310000 sec): 3 clusters
  Score: Raw -2515010.528328 + Penalty 4719.526554 = -2510291.001775
  nChanged 31
		SP:Iteration 23Q (22404.520000 sec): 3 clusters
  Score: Raw -2515019.405929 + Penalty 4719.526554 = -2510299.879376
  nChanged 28
		SP:Iteration 24Q (22404.740000 sec): 3 clusters
  Score: Raw -2515027.537880 + Penalty 4719.526554 = -2510308.011326
  nChanged 25
		SP:Iteration 25Q (22404.960000 sec): 3 clusters
  Score: Raw -2515036.132400 + Penalty 4719.526554 = -2510316.605846
  nChanged 27
		SP:Iteration 26Q (22405.200000 sec): 3 clusters
  Score: Raw -2515046.606559 + Penalty 4719.526554 = -2510327.080006
  nChanged 21
		SP:Iteration 27Q (22405.440000 sec): 3 clusters
  Score: Raw -2515052.091311 + Penalty 4719.526554 = -2510332.564758
  nChanged 17
		SP:Iteration 28Q (22405.660000 sec): 3 clusters
  Score: Raw -2515057.828241 + Penalty 4719.526554 = -2510338.301687
  nChanged 17
		SP:Iteration 29Q (22405.890000 sec): 3 clusters
  Score: Raw -2515062.578597 + Penalty 4719.526554 = -2510343.052043
  nChanged 14
		SP:Iteration 30Q (22406.110000 sec): 3 clusters
  Score: Raw -2515066.965252 + Penalty 4719.526554 = -2510347.438699
  nChanged 14
		SP:Iteration 31Q (22406.320000 sec): 3 clusters
  Score: Raw -2515071.774060 + Penalty 4719.526554 = -2510352.247506
  nChanged 15
		SP:Iteration 32Q (22406.570000 sec): 3 clusters
  Score: Raw -2515077.489669 + Penalty 4719.526554 = -2510357.963116
  nChanged 21
		SP:Iteration 33Q (22406.780000 sec): 3 clusters
  Score: Raw -2515085.513008 + Penalty 4719.526554 = -2510365.986455
  nChanged 25
		SP:Iteration 34Q (22406.980000 sec): 3 clusters
  Score: Raw -2515096.303532 + Penalty 4719.526554 = -2510376.776979
  nChanged 21
		SP:Iteration 35Q (22407.180000 sec): 3 clusters
  Score: Raw -2515103.083739 + Penalty 4719.526554 = -2510383.557185
  nChanged 15
		SP:Iteration 36Q (22407.400000 sec): 3 clusters
  Score: Raw -2515109.425792 + Penalty 4719.526554 = -2510389.899238
  nChanged 13
		SP:Iteration 37Q (22407.570000 sec): 3 clusters
  Score: Raw -2515113.960152 + Penalty 4719.526554 = -2510394.433598
  nChanged 10
		SP:Iteration 38Q (22407.820000 sec): 3 clusters
  Score: Raw -2515117.526495 + Penalty 4719.526554 = -2510397.999941
  nChanged 13
		SP:Iteration 39Q (22408.050000 sec): 3 clusters
  Score: Raw -2515121.687600 + Penalty 4719.526554 = -2510402.161046
  nChanged 9
		SP:Iteration 40F (22408.260000 sec): 3 clusters
  Score: Raw -2515124.440659 + Penalty 4719.526554 = -2510404.914106
  nChanged 7
		SP:Iteration 41Q (22408.510000 sec): 3 clusters
  Score: Raw -2515126.642772 + Penalty 4719.526554 = -2510407.116219
  nChanged 6
		SP:Iteration 42Q (22408.680000 sec): 3 clusters
  Score: Raw -2515127.879663 + Penalty 4719.526554 = -2510408.353109
  nChanged 4
		SP:Iteration 43Q (22408.940000 sec): 3 clusters
  Score: Raw -2515129.004704 + Penalty 4719.526554 = -2510409.478151
  nChanged 5
		SP:Iteration 44Q (22409.150000 sec): 3 clusters
  Score: Raw -2515130.908950 + Penalty 4719.526554 = -2510411.382397
  nChanged 9
		SP:Iteration 45Q (22409.370000 sec): 3 clusters
  Score: Raw -2515134.671038 + Penalty 4719.526554 = -2510415.144484
  nChanged 14
		SP:Iteration 46Q (22409.590000 sec): 3 clusters
  Score: Raw -2515138.967882 + Penalty 4719.526554 = -2510419.441328
  nChanged 8
		SP:Iteration 47Q (22409.810000 sec): 3 clusters
  Score: Raw -2515141.378630 + Penalty 4719.526554 = -2510421.852076
  nChanged 3
		SP:Iteration 48Q (22410.030000 sec): 3 clusters
  Score: Raw -2515142.220999 + Penalty 4719.526554 = -2510422.694445
  nChanged 4
		SP:Iteration 49Q (22410.240000 sec): 3 clusters
  Score: Raw -2515143.944862 + Penalty 4719.526554 = -2510424.418308
  nChanged 7
		SP:Iteration 50Q (22410.490000 sec): 3 clusters
  Score: Raw -2515146.700866 + Penalty 4719.526554 = -2510427.174312
  nChanged 10
		SP:Iteration 51Q (22410.710000 sec): 3 clusters
  Score: Raw -2515149.257380 + Penalty 4719.526554 = -2510429.730826
  nChanged 5
		SP:Iteration 52Q (22410.940000 sec): 3 clusters
  Score: Raw -2515151.298496 + Penalty 4719.526554 = -2510431.771942
  nChanged 5
		SP:Iteration 53Q (22411.220000 sec): 3 clusters
  Score: Raw -2515152.564450 + Penalty 4719.526554 = -2510433.037897
  nChanged 2
		SP:Iteration 54Q (22411.430000 sec): 3 clusters
  Score: Raw -2515153.641154 + Penalty 4719.526554 = -2510434.114600
  nChanged 3
		SP:Iteration 55Q (22411.680000 sec): 3 clusters
  Score: Raw -2515154.847591 + Penalty 4719.526554 = -2510435.321037
  nChanged 2
		SP:Iteration 56Q (22411.890000 sec): 3 clusters
  Score: Raw -2515155.205565 + Penalty 4719.526554 = -2510435.679012
  nChanged 1
		SP:Iteration 57Q (22412.120000 sec): 3 clusters
  Score: Raw -2515155.504326 + Penalty 4719.526554 = -2510435.977773
  nChanged 2
		SP:Iteration 58Q (22412.340000 sec): 3 clusters
  Score: Raw -2515155.883847 + Penalty 4719.526554 = -2510436.357293
  nChanged 1
		SP:Iteration 59Q (22412.600000 sec): 3 clusters
  Score: Raw -2515155.984661 + Penalty 4719.526554 = -2510436.458107
  nChanged 0
		SP:Iteration 60F (22412.860000 sec): 3 clusters
  Score: Raw -2515155.984661 + Penalty 4719.526554 = -2510436.458107
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22413.970000 sec): 2 clusters
  Score: Raw -37626300.828651 + Penalty 3039.518732 = -37623261.309919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22415.650000 sec): 3 clusters
  Score: Raw -37488139.713159 + Penalty 6079.037464 = -37482060.675695
  nChanged 101012
		SP:Iteration 1F (22417.290000 sec): 3 clusters
  Score: Raw -37547447.044848 + Penalty 6079.037464 = -37541368.007384
  nChanged 6568
		SP:Iteration 2Q (22419.100000 sec): 3 clusters
  Score: Raw -37549087.806640 + Penalty 6079.037464 = -37543008.769176
  nChanged 8039
		SP:Iteration 3Q (22420.920000 sec): 3 clusters
  Score: Raw -37551859.331582 + Penalty 6079.037464 = -37545780.294118
  nChanged 11061
		SP:Iteration 4F (22422.600000 sec): 3 clusters
  Score: Raw -37557172.708312 + Penalty 6079.037464 = -37551093.670848
  nChanged 15124
		SP:Iteration 5F (22424.140000 sec): 3 clusters
  Score: Raw -37567089.307289 + Penalty 6079.037464 = -37561010.269825
  nChanged 18895
		SP:Iteration 6F (22425.520000 sec): 3 clusters
  Score: Raw -37583010.882386 + Penalty 6079.037464 = -37576931.844922
  nChanged 19471
		SP:Iteration 7F (22426.920000 sec): 3 clusters
  Score: Raw -37602286.736802 + Penalty 6079.037464 = -37596207.699339
  nChanged 14329
		SP:Iteration 8F (22428.280000 sec): 3 clusters
  Score: Raw -37617081.478863 + Penalty 6079.037464 = -37611002.441399
  nChanged 6806
		SP:Iteration 9Q (22429.740000 sec): 3 clusters
  Score: Raw -37623762.467283 + Penalty 6079.037464 = -37617683.429819
  nChanged 2223
		SP:Iteration 10Q (22431.220000 sec): 3 clusters
  Score: Raw -37625798.895815 + Penalty 6079.037464 = -37619719.858351
  nChanged 552
		SP:Iteration 11Q (22432.630000 sec): 3 clusters
  Score: Raw -37626311.357403 + Penalty 6079.037464 = -37620232.319939
  nChanged 155
		SP:Iteration 12Q (22433.880000 sec): 3 clusters
  Score: Raw -37626486.063812 + Penalty 6079.037464 = -37620407.026349
  nChanged 49
		SP:Iteration 13Q (22435.170000 sec): 3 clusters
  Score: Raw -37626555.600148 + Penalty 6079.037464 = -37620476.562684
  nChanged 26
		SP:Iteration 14Q (22436.480000 sec): 3 clusters
  Score: Raw -37626593.084643 + Penalty 6079.037464 = -37620514.047179
  nChanged 16
		SP:Iteration 15Q (22438.070000 sec): 3 clusters
  Score: Raw -37626615.672378 + Penalty 6079.037464 = -37620536.634914
  nChanged 9
		SP:Iteration 16Q (22439.340000 sec): 3 clusters
  Score: Raw -37626627.138878 + Penalty 6079.037464 = -37620548.101414
  nChanged 4
		SP:Iteration 17Q (22440.750000 sec): 3 clusters
  Score: Raw -37626630.882816 + Penalty 6079.037464 = -37620551.845353
  nChanged 3
		SP:Iteration 18Q (22442.190000 sec): 3 clusters
  Score: Raw -37626634.871589 + Penalty 6079.037464 = -37620555.834126
  nChanged 2
		SP:Iteration 19Q (22443.670000 sec): 3 clusters
  Score: Raw -37626640.435103 + Penalty 6079.037464 = -37620561.397640
  nChanged 2
		SP:Iteration 20F (22445.260000 sec): 3 clusters
  Score: Raw -37626643.066603 + Penalty 6079.037464 = -37620564.029139
  nChanged 1
		SP:Iteration 21Q (22446.700000 sec): 3 clusters
  Score: Raw -37626644.124888 + Penalty 6079.037464 = -37620565.087424
  nChanged 0
		SP:Iteration 22F (22448.190000 sec): 3 clusters
  Score: Raw -37626644.124888 + Penalty 6079.037464 = -37620565.087424
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22448.480000 sec): 2 clusters
  Score: Raw -3606462.162118 + Penalty 2468.200300 = -3603993.961818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22448.780000 sec): 3 clusters
  Score: Raw -3594393.273343 + Penalty 4936.400600 = -3589456.872744
  nChanged 9195
		SP:Iteration 1F (22449.010000 sec): 3 clusters
  Score: Raw -3599662.094248 + Penalty 4936.400600 = -3594725.693649
  nChanged 1539
		SP:Iteration 2F (22449.350000 sec): 3 clusters
  Score: Raw -3600891.379801 + Penalty 4936.400600 = -3595954.979201
  nChanged 1730
		SP:Iteration 3F (22449.640000 sec): 3 clusters
  Score: Raw -3602508.908651 + Penalty 4936.400600 = -3597572.508051
  nChanged 1831
		SP:Iteration 4F (22449.970000 sec): 3 clusters
  Score: Raw -3604225.027456 + Penalty 4936.400600 = -3599288.626856
  nChanged 1727
		SP:Iteration 5F (22450.270000 sec): 3 clusters
  Score: Raw -3605668.398649 + Penalty 4936.400600 = -3600731.998049
  nChanged 1362
		SP:Iteration 6F (22450.580000 sec): 3 clusters
  Score: Raw -3606625.005803 + Penalty 4936.400600 = -3601688.605203
  nChanged 1041
		SP:Iteration 7Q (22450.860000 sec): 3 clusters
  Score: Raw -3607174.855438 + Penalty 4936.400600 = -3602238.454838
  nChanged 682
		SP:Iteration 8Q (22451.210000 sec): 3 clusters
  Score: Raw -3607454.479933 + Penalty 4936.400600 = -3602518.079333
  nChanged 500
		SP:Iteration 9Q (22451.490000 sec): 3 clusters
  Score: Raw -3607611.812375 + Penalty 4936.400600 = -3602675.411776
  nChanged 385
		SP:Iteration 10Q (22451.770000 sec): 3 clusters
  Score: Raw -3607715.575089 + Penalty 4936.400600 = -3602779.174490
  nChanged 329
		SP:Iteration 11Q (22452.150000 sec): 3 clusters
  Score: Raw -3607797.676940 + Penalty 4936.400600 = -3602861.276341
  nChanged 296
		SP:Iteration 12Q (22452.460000 sec): 3 clusters
  Score: Raw -3607867.415596 + Penalty 4936.400600 = -3602931.014996
  nChanged 270
		SP:Iteration 13Q (22452.740000 sec): 3 clusters
  Score: Raw -3607927.411098 + Penalty 4936.400600 = -3602991.010499
  nChanged 242
		SP:Iteration 14Q (22453.090000 sec): 3 clusters
  Score: Raw -3607978.051370 + Penalty 4936.400600 = -3603041.650770
  nChanged 233
		SP:Iteration 15Q (22453.410000 sec): 3 clusters
  Score: Raw -3608025.852450 + Penalty 4936.400600 = -3603089.451850
  nChanged 219
		SP:Iteration 16Q (22453.760000 sec): 3 clusters
  Score: Raw -3608070.985924 + Penalty 4936.400600 = -3603134.585325
  nChanged 218
		SP:Iteration 17Q (22454.090000 sec): 3 clusters
  Score: Raw -3608116.584810 + Penalty 4936.400600 = -3603180.184211
  nChanged 222
		SP:Iteration 18Q (22454.390000 sec): 3 clusters
  Score: Raw -3608162.358327 + Penalty 4936.400600 = -3603225.957728
  nChanged 210
		SP:Iteration 19Q (22454.800000 sec): 3 clusters
  Score: Raw -3608204.678479 + Penalty 4936.400600 = -3603268.277880
  nChanged 205
		SP:Iteration 20F (22455.070000 sec): 3 clusters
  Score: Raw -3608244.612120 + Penalty 4936.400600 = -3603308.211521
  nChanged 221
		SP:Iteration 21Q (22455.430000 sec): 3 clusters
  Score: Raw -3608290.180465 + Penalty 4936.400600 = -3603353.779865
  nChanged 208
		SP:Iteration 22Q (22455.750000 sec): 3 clusters
  Score: Raw -3608330.456215 + Penalty 4936.400600 = -3603394.055615
  nChanged 209
		SP:Iteration 23Q (22456.070000 sec): 3 clusters
  Score: Raw -3608372.326518 + Penalty 4936.400600 = -3603435.925918
  nChanged 187
		SP:Iteration 24Q (22456.400000 sec): 3 clusters
  Score: Raw -3608409.572395 + Penalty 4936.400600 = -3603473.171795
  nChanged 172
		SP:Iteration 25Q (22456.750000 sec): 3 clusters
  Score: Raw -3608441.226639 + Penalty 4936.400600 = -3603504.826040
  nChanged 166
		SP:Iteration 26Q (22457.110000 sec): 3 clusters
  Score: Raw -3608469.407107 + Penalty 4936.400600 = -3603533.006507
  nChanged 160
		SP:Iteration 27Q (22457.450000 sec): 3 clusters
  Score: Raw -3608497.526918 + Penalty 4936.400600 = -3603561.126318
  nChanged 151
		SP:Iteration 28Q (22457.730000 sec): 3 clusters
  Score: Raw -3608521.820513 + Penalty 4936.400600 = -3603585.419914
  nChanged 120
		SP:Iteration 29Q (22458.050000 sec): 3 clusters
  Score: Raw -3608539.554156 + Penalty 4936.400600 = -3603603.153557
  nChanged 113
		SP:Iteration 30Q (22458.390000 sec): 3 clusters
  Score: Raw -3608556.977191 + Penalty 4936.400600 = -3603620.576592
  nChanged 101
		SP:Iteration 31Q (22458.710000 sec): 3 clusters
  Score: Raw -3608573.413151 + Penalty 4936.400600 = -3603637.012552
  nChanged 96
		SP:Iteration 32Q (22459.040000 sec): 3 clusters
  Score: Raw -3608592.262700 + Penalty 4936.400600 = -3603655.862100
  nChanged 100
		SP:Iteration 33Q (22459.410000 sec): 3 clusters
  Score: Raw -3608608.544205 + Penalty 4936.400600 = -3603672.143606
  nChanged 93
		SP:Iteration 34Q (22459.770000 sec): 3 clusters
  Score: Raw -3608625.700542 + Penalty 4936.400600 = -3603689.299942
  nChanged 95
		SP:Iteration 35Q (22460.120000 sec): 3 clusters
  Score: Raw -3608640.472819 + Penalty 4936.400600 = -3603704.072219
  nChanged 82
		SP:Iteration 36Q (22460.410000 sec): 3 clusters
  Score: Raw -3608654.010742 + Penalty 4936.400600 = -3603717.610142
  nChanged 77
		SP:Iteration 37Q (22460.750000 sec): 3 clusters
  Score: Raw -3608665.903547 + Penalty 4936.400600 = -3603729.502948
  nChanged 74
		SP:Iteration 38Q (22461.000000 sec): 3 clusters
  Score: Raw -3608675.434689 + Penalty 4936.400600 = -3603739.034090
  nChanged 59
		SP:Iteration 39Q (22461.280000 sec): 3 clusters
  Score: Raw -3608682.616968 + Penalty 4936.400600 = -3603746.216369
  nChanged 50
		SP:Iteration 40F (22461.630000 sec): 3 clusters
  Score: Raw -3608688.129049 + Penalty 4936.400600 = -3603751.728450
  nChanged 36
		SP:Iteration 41Q (22461.970000 sec): 3 clusters
  Score: Raw -3608691.803442 + Penalty 4936.400600 = -3603755.402842
  nChanged 38
		SP:Iteration 42Q (22462.350000 sec): 3 clusters
  Score: Raw -3608696.094864 + Penalty 4936.400600 = -3603759.694264
  nChanged 40
		SP:Iteration 43Q (22462.650000 sec): 3 clusters
  Score: Raw -3608701.094018 + Penalty 4936.400600 = -3603764.693419
  nChanged 41
		SP:Iteration 44Q (22463.010000 sec): 3 clusters
  Score: Raw -3608706.481355 + Penalty 4936.400600 = -3603770.080756
  nChanged 41
		SP:Iteration 45Q (22463.390000 sec): 3 clusters
  Score: Raw -3608710.645396 + Penalty 4936.400600 = -3603774.244796
  nChanged 28
		SP:Iteration 46Q (22463.770000 sec): 3 clusters
  Score: Raw -3608713.461667 + Penalty 4936.400600 = -3603777.061067
  nChanged 26
		SP:Iteration 47Q (22464.070000 sec): 3 clusters
  Score: Raw -3608715.962424 + Penalty 4936.400600 = -3603779.561824
  nChanged 22
		SP:Iteration 48Q (22464.400000 sec): 3 clusters
  Score: Raw -3608717.950045 + Penalty 4936.400600 = -3603781.549445
  nChanged 19
		SP:Iteration 49Q (22464.630000 sec): 3 clusters
  Score: Raw -3608719.533074 + Penalty 4936.400600 = -3603783.132475
  nChanged 13
		SP:Iteration 50Q (22464.910000 sec): 3 clusters
  Score: Raw -3608720.710095 + Penalty 4936.400600 = -3603784.309495
  nChanged 11
		SP:Iteration 51Q (22465.250000 sec): 3 clusters
  Score: Raw -3608721.667109 + Penalty 4936.400600 = -3603785.266510
  nChanged 12
		SP:Iteration 52Q (22465.520000 sec): 3 clusters
  Score: Raw -3608722.788550 + Penalty 4936.400600 = -3603786.387950
  nChanged 12
		SP:Iteration 53Q (22465.890000 sec): 3 clusters
  Score: Raw -3608723.889685 + Penalty 4936.400600 = -3603787.489085
  nChanged 11
		SP:Iteration 54Q (22466.250000 sec): 3 clusters
  Score: Raw -3608724.610652 + Penalty 4936.400600 = -3603788.210052
  nChanged 9
		SP:Iteration 55Q (22466.600000 sec): 3 clusters
  Score: Raw -3608725.187513 + Penalty 4936.400600 = -3603788.786913
  nChanged 5
		SP:Iteration 56Q (22466.920000 sec): 3 clusters
  Score: Raw -3608725.563792 + Penalty 4936.400600 = -3603789.163193
  nChanged 6
		SP:Iteration 57Q (22467.190000 sec): 3 clusters
  Score: Raw -3608726.069582 + Penalty 4936.400600 = -3603789.668982
  nChanged 7
		SP:Iteration 58Q (22467.500000 sec): 3 clusters
  Score: Raw -3608726.838743 + Penalty 4936.400600 = -3603790.438143
  nChanged 3
		SP:Iteration 59Q (22467.820000 sec): 3 clusters
  Score: Raw -3608727.041188 + Penalty 4936.400600 = -3603790.640589
  nChanged 5
		SP:Iteration 60F (22468.100000 sec): 3 clusters
  Score: Raw -3608727.320110 + Penalty 4936.400600 = -3603790.919510
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22468.760000 sec): 2 clusters
  Score: Raw -17108182.581667 + Penalty 2845.208212 = -17105337.373455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22469.610000 sec): 3 clusters
  Score: Raw -17046573.438501 + Penalty 5690.416423 = -17040883.022078
  nChanged 45509
		SP:Iteration 1F (22470.430000 sec): 3 clusters
  Score: Raw -17073031.895109 + Penalty 5690.416423 = -17067341.478685
  nChanged 3612
		SP:Iteration 2Q (22471.320000 sec): 3 clusters
  Score: Raw -17074136.692691 + Penalty 5690.416423 = -17068446.276267
  nChanged 4312
		SP:Iteration 3Q (22472.160000 sec): 3 clusters
  Score: Raw -17075911.319569 + Penalty 5690.416423 = -17070220.903145
  nChanged 5519
		SP:Iteration 4F (22472.940000 sec): 3 clusters
  Score: Raw -17078874.049502 + Penalty 5690.416423 = -17073183.633079
  nChanged 6749
		SP:Iteration 5F (22473.720000 sec): 3 clusters
  Score: Raw -17083470.738284 + Penalty 5690.416423 = -17077780.321860
  nChanged 7826
		SP:Iteration 6F (22474.530000 sec): 3 clusters
  Score: Raw -17089979.069896 + Penalty 5690.416423 = -17084288.653473
  nChanged 7598
		SP:Iteration 7F (22475.400000 sec): 3 clusters
  Score: Raw -17097123.626451 + Penalty 5690.416423 = -17091433.210028
  nChanged 6010
		SP:Iteration 8F (22476.170000 sec): 3 clusters
  Score: Raw -17103084.193609 + Penalty 5690.416423 = -17097393.777185
  nChanged 3408
		SP:Iteration 9Q (22477.010000 sec): 3 clusters
  Score: Raw -17106454.870572 + Penalty 5690.416423 = -17100764.454149
  nChanged 1347
		SP:Iteration 10Q (22477.700000 sec): 3 clusters
  Score: Raw -17107744.439186 + Penalty 5690.416423 = -17102054.022762
  nChanged 390
		SP:Iteration 11Q (22478.410000 sec): 3 clusters
  Score: Raw -17108181.955772 + Penalty 5690.416423 = -17102491.539349
  nChanged 138
		SP:Iteration 12Q (22479.150000 sec): 3 clusters
  Score: Raw -17108375.765919 + Penalty 5690.416423 = -17102685.349496
  nChanged 40
		SP:Iteration 13Q (22479.840000 sec): 3 clusters
  Score: Raw -17108446.197030 + Penalty 5690.416423 = -17102755.780606
  nChanged 26
		SP:Iteration 14Q (22480.520000 sec): 3 clusters
  Score: Raw -17108484.256515 + Penalty 5690.416423 = -17102793.840091
  nChanged 13
		SP:Iteration 15Q (22481.290000 sec): 3 clusters
  Score: Raw -17108505.739706 + Penalty 5690.416423 = -17102815.323283
  nChanged 1
		SP:Iteration 16Q (22482.030000 sec): 3 clusters
  Score: Raw -17108508.040516 + Penalty 5690.416423 = -17102817.624092
  nChanged 4
		SP:Iteration 17Q (22482.740000 sec): 3 clusters
  Score: Raw -17108515.279638 + Penalty 5690.416423 = -17102824.863214
  nChanged 3
		SP:Iteration 18Q (22483.450000 sec): 3 clusters
  Score: Raw -17108518.468972 + Penalty 5690.416423 = -17102828.052549
  nChanged 3
		SP:Iteration 19Q (22484.200000 sec): 3 clusters
  Score: Raw -17108521.821243 + Penalty 5690.416423 = -17102831.404819
  nChanged 1
		SP:Iteration 20F (22485.020000 sec): 3 clusters
  Score: Raw -17108524.006928 + Penalty 5690.416423 = -17102833.590505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22485.150000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22485.300000 sec): 3 clusters
  Score: Raw -82583.918340 + Penalty 3110.410262 = -79473.508078
  nChanged 92
		SP:Iteration 1F (22485.460000 sec): 3 clusters
  Score: Raw -82822.897936 + Penalty 3110.410262 = -79712.487674
  nChanged 27
		SP:Iteration 2F (22485.650000 sec): 3 clusters
  Score: Raw -82884.551788 + Penalty 3110.410262 = -79774.141526
  nChanged 12
		SP:Iteration 3Q (22485.830000 sec): 3 clusters
  Score: Raw -82908.850557 + Penalty 3110.410262 = -79798.440295
  nChanged 7
		SP:Iteration 4Q (22486.050000 sec): 3 clusters
  Score: Raw -82923.053654 + Penalty 3110.410262 = -79812.643392
  nChanged 1
		SP:Iteration 5Q (22486.190000 sec): 3 clusters
  Score: Raw -82926.904059 + Penalty 3110.410262 = -79816.493797
  nChanged 2
		SP:Iteration 6Q (22486.380000 sec): 3 clusters
  Score: Raw -82931.697781 + Penalty 3110.410262 = -79821.287519
  nChanged 1
		SP:Iteration 7Q (22486.480000 sec): 3 clusters
  Score: Raw -82934.368566 + Penalty 3110.410262 = -79823.958304
  nChanged 1
		SP:Iteration 8Q (22486.620000 sec): 3 clusters
  Score: Raw -82935.767786 + Penalty 3110.410262 = -79825.357524
  nChanged 1
		SP:Iteration 9Q (22486.740000 sec): 3 clusters
  Score: Raw -82937.452518 + Penalty 3110.410262 = -79827.042255
  nChanged 1
		SP:Iteration 10Q (22486.900000 sec): 3 clusters
  Score: Raw -82939.514479 + Penalty 3110.410262 = -79829.104217
  nChanged 1
		SP:Iteration 11Q (22487.040000 sec): 3 clusters
  Score: Raw -82942.988188 + Penalty 3110.410262 = -79832.577926
  nChanged 1
		SP:Iteration 12Q (22487.190000 sec): 3 clusters
  Score: Raw -82945.052415 + Penalty 3110.410262 = -79834.642153
  nChanged 0
		SP:Iteration 13F (22487.310000 sec): 3 clusters
  Score: Raw -82945.052415 + Penalty 3110.410262 = -79834.642153
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22487.420000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22487.550000 sec): 3 clusters
  Score: Raw -34380.099505 + Penalty 2645.028521 = -31735.070984
  nChanged 21
		SP:Iteration 1F (22487.670000 sec): 3 clusters
  Score: Raw -34449.102482 + Penalty 2645.028521 = -31804.073960
  nChanged 5
		SP:Iteration 2Q (22487.840000 sec): 3 clusters
  Score: Raw -34468.595656 + Penalty 2645.028521 = -31823.567134
  nChanged 2
		SP:Iteration 3Q (22488.010000 sec): 3 clusters
  Score: Raw -34474.137649 + Penalty 2645.028521 = -31829.109127
  nChanged 1
		SP:Iteration 4Q (22488.180000 sec): 3 clusters
  Score: Raw -34481.621682 + Penalty 2645.028521 = -31836.593160
  nChanged 0
		SP:Iteration 5F (22488.390000 sec): 3 clusters
  Score: Raw -34481.621682 + Penalty 2645.028521 = -31836.593160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22488.450000 sec): 2 clusters
  Score: Raw -17886.248709 + Penalty 1165.719131 = -16720.529578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22488.630000 sec): 3 clusters
  Score: Raw -18264.841336 + Penalty 2331.438261 = -15933.403075
  nChanged 2
		SP:Iteration 1Q (22488.810000 sec): 3 clusters
  Score: Raw -18276.862804 + Penalty 2331.438261 = -15945.424543
  nChanged 0
		SP:Iteration 2F (22488.940000 sec): 3 clusters
  Score: Raw -18276.862804 + Penalty 2331.438261 = -15945.424543
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22489.030000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22489.210000 sec): 3 clusters
  Score: Raw -79106.369245 + Penalty 3061.163496 = -76045.205749
  nChanged 72
		SP:Iteration 1F (22489.340000 sec): 3 clusters
  Score: Raw -79278.220249 + Penalty 3061.163496 = -76217.056753
  nChanged 22
		SP:Iteration 2Q (22489.480000 sec): 3 clusters
  Score: Raw -79331.887523 + Penalty 3061.163496 = -76270.724026
  nChanged 9
		SP:Iteration 3Q (22489.610000 sec): 3 clusters
  Score: Raw -79356.575826 + Penalty 3061.163496 = -76295.412330
  nChanged 3
		SP:Iteration 4Q (22489.750000 sec): 3 clusters
  Score: Raw -79362.474749 + Penalty 3061.163496 = -76301.311253
  nChanged 3
		SP:Iteration 5Q (22489.880000 sec): 3 clusters
  Score: Raw -79370.901377 + Penalty 3061.163496 = -76309.737880
  nChanged 0
		SP:Iteration 6F (22490.060000 sec): 3 clusters
  Score: Raw -79370.901377 + Penalty 3061.163496 = -76309.737880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22490.110000 sec): 2 clusters
  Score: Raw -128852.074347 + Penalty 1641.447268 = -127210.627079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22490.240000 sec): 3 clusters
  Score: Raw -128767.724590 + Penalty 3282.894536 = -125484.830054
  nChanged 160
		SP:Iteration 1F (22490.390000 sec): 3 clusters
  Score: Raw -128998.297829 + Penalty 3282.894536 = -125715.403293
  nChanged 44
		SP:Iteration 2F (22490.480000 sec): 3 clusters
  Score: Raw -129077.771391 + Penalty 3282.894536 = -125794.876856
  nChanged 20
		SP:Iteration 3Q (22490.620000 sec): 3 clusters
  Score: Raw -129111.710209 + Penalty 3282.894536 = -125828.815673
  nChanged 14
		SP:Iteration 4Q (22490.760000 sec): 3 clusters
  Score: Raw -129143.730214 + Penalty 3282.894536 = -125860.835678
  nChanged 11
		SP:Iteration 5Q (22490.900000 sec): 3 clusters
  Score: Raw -129166.294674 + Penalty 3282.894536 = -125883.400138
  nChanged 14
		SP:Iteration 6Q (22491.040000 sec): 3 clusters
  Score: Raw -129191.273888 + Penalty 3282.894536 = -125908.379352
  nChanged 8
		SP:Iteration 7Q (22491.210000 sec): 3 clusters
  Score: Raw -129204.344876 + Penalty 3282.894536 = -125921.450340
  nChanged 6
		SP:Iteration 8Q (22491.390000 sec): 3 clusters
  Score: Raw -129211.872953 + Penalty 3282.894536 = -125928.978417
  nChanged 4
		SP:Iteration 9Q (22491.530000 sec): 3 clusters
  Score: Raw -129219.068953 + Penalty 3282.894536 = -125936.174418
  nChanged 3
		SP:Iteration 10Q (22491.730000 sec): 3 clusters
  Score: Raw -129225.453478 + Penalty 3282.894536 = -125942.558942
  nChanged 4
		SP:Iteration 11Q (22491.910000 sec): 3 clusters
  Score: Raw -129228.734489 + Penalty 3282.894536 = -125945.839953
  nChanged 1
		SP:Iteration 12Q (22492.080000 sec): 3 clusters
  Score: Raw -129234.061294 + Penalty 3282.894536 = -125951.166758
  nChanged 3
		SP:Iteration 13Q (22492.280000 sec): 3 clusters
  Score: Raw -129238.045637 + Penalty 3282.894536 = -125955.151101
  nChanged 4
		SP:Iteration 14Q (22492.500000 sec): 3 clusters
  Score: Raw -129243.454900 + Penalty 3282.894536 = -125960.560364
  nChanged 3
		SP:Iteration 15Q (22492.690000 sec): 3 clusters
  Score: Raw -129246.360930 + Penalty 3282.894536 = -125963.466394
  nChanged 1
		SP:Iteration 16Q (22492.830000 sec): 3 clusters
  Score: Raw -129248.151805 + Penalty 3282.894536 = -125965.257269
  nChanged 0
		SP:Iteration 17F (22493.060000 sec): 3 clusters
  Score: Raw -129248.151805 + Penalty 3282.894536 = -125965.257269
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22493.150000 sec): 2 clusters
  Score: Raw -19840.290813 + Penalty 1310.234525 = -18530.056288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22493.280000 sec): 3 clusters
  Score: Raw -20157.471590 + Penalty 2620.469049 = -17537.002540
  nChanged 21
		SP:Iteration 1F (22493.380000 sec): 3 clusters
  Score: Raw -20236.418299 + Penalty 2620.469049 = -17615.949250
  nChanged 11
		SP:Iteration 2F (22493.520000 sec): 3 clusters
  Score: Raw -20293.946665 + Penalty 2620.469049 = -17673.477616
  nChanged 2
		SP:Iteration 3Q (22493.610000 sec): 3 clusters
  Score: Raw -20301.100715 + Penalty 2620.469049 = -17680.631665
  nChanged 1
		SP:Iteration 4Q (22493.770000 sec): 3 clusters
  Score: Raw -20307.618672 + Penalty 2620.469049 = -17687.149623
  nChanged 0
		SP:Iteration 5F (22493.910000 sec): 3 clusters
  Score: Raw -20307.618672 + Penalty 2620.469049 = -17687.149623
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22493.950000 sec): 2 clusters
  Score: Raw -134737.237886 + Penalty 1645.062971 = -133092.174914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22494.110000 sec): 3 clusters
  Score: Raw -134626.917728 + Penalty 3290.125943 = -131336.791785
  nChanged 138
		SP:Iteration 1F (22494.250000 sec): 3 clusters
  Score: Raw -134815.662462 + Penalty 3290.125943 = -131525.536519
  nChanged 34
		SP:Iteration 2Q (22494.390000 sec): 3 clusters
  Score: Raw -134860.433250 + Penalty 3290.125943 = -131570.307307
  nChanged 9
		SP:Iteration 3Q (22494.510000 sec): 3 clusters
  Score: Raw -134871.105701 + Penalty 3290.125943 = -131580.979758
  nChanged 3
		SP:Iteration 4Q (22494.680000 sec): 3 clusters
  Score: Raw -134875.615711 + Penalty 3290.125943 = -131585.489769
  nChanged 2
		SP:Iteration 5Q (22494.870000 sec): 3 clusters
  Score: Raw -134880.581426 + Penalty 3290.125943 = -131590.455483
  nChanged 1
		SP:Iteration 6Q (22495.040000 sec): 3 clusters
  Score: Raw -134881.647221 + Penalty 3290.125943 = -131591.521278
  nChanged 0
		SP:Iteration 7F (22495.220000 sec): 3 clusters
  Score: Raw -134881.647221 + Penalty 3290.125943 = -131591.521278
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22495.340000 sec): 2 clusters
  Score: Raw -270852.177020 + Penalty 1823.405393 = -269028.771627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22495.490000 sec): 3 clusters
  Score: Raw -270341.106248 + Penalty 3646.810786 = -266694.295463
  nChanged 456
		SP:Iteration 1F (22495.680000 sec): 3 clusters
  Score: Raw -270745.417195 + Penalty 3646.810786 = -267098.606409
  nChanged 134
		SP:Iteration 2F (22495.850000 sec): 3 clusters
  Score: Raw -270893.358822 + Penalty 3646.810786 = -267246.548036
  nChanged 74
		SP:Iteration 3Q (22495.980000 sec): 3 clusters
  Score: Raw -270983.474880 + Penalty 3646.810786 = -267336.664094
  nChanged 65
		SP:Iteration 4Q (22496.110000 sec): 3 clusters
  Score: Raw -271059.233978 + Penalty 3646.810786 = -267412.423192
  nChanged 43
		SP:Iteration 5Q (22496.240000 sec): 3 clusters
  Score: Raw -271103.501771 + Penalty 3646.810786 = -267456.690986
  nChanged 28
		SP:Iteration 6Q (22496.440000 sec): 3 clusters
  Score: Raw -271141.637925 + Penalty 3646.810786 = -267494.827139
  nChanged 41
		SP:Iteration 7Q (22496.580000 sec): 3 clusters
  Score: Raw -271189.864894 + Penalty 3646.810786 = -267543.054108
  nChanged 29
		SP:Iteration 8Q (22496.690000 sec): 3 clusters
  Score: Raw -271226.202683 + Penalty 3646.810786 = -267579.391898
  nChanged 26
		SP:Iteration 9Q (22496.820000 sec): 3 clusters
  Score: Raw -271260.210503 + Penalty 3646.810786 = -267613.399717
  nChanged 29
		SP:Iteration 10Q (22497.060000 sec): 3 clusters
  Score: Raw -271296.348039 + Penalty 3646.810786 = -267649.537253
  nChanged 25
		SP:Iteration 11Q (22497.210000 sec): 3 clusters
  Score: Raw -271326.136471 + Penalty 3646.810786 = -267679.325686
  nChanged 20
		SP:Iteration 12Q (22497.350000 sec): 3 clusters
  Score: Raw -271342.468316 + Penalty 3646.810786 = -267695.657531
  nChanged 16
		SP:Iteration 13Q (22497.510000 sec): 3 clusters
  Score: Raw -271357.064023 + Penalty 3646.810786 = -267710.253237
  nChanged 8
		SP:Iteration 14Q (22497.670000 sec): 3 clusters
  Score: Raw -271362.718955 + Penalty 3646.810786 = -267715.908169
  nChanged 9
		SP:Iteration 15Q (22497.830000 sec): 3 clusters
  Score: Raw -271374.032059 + Penalty 3646.810786 = -267727.221274
  nChanged 14
		SP:Iteration 16Q (22497.990000 sec): 3 clusters
  Score: Raw -271385.039667 + Penalty 3646.810786 = -267738.228882
  nChanged 9
		SP:Iteration 17Q (22498.160000 sec): 3 clusters
  Score: Raw -271393.855520 + Penalty 3646.810786 = -267747.044734
  nChanged 8
		SP:Iteration 18Q (22498.320000 sec): 3 clusters
  Score: Raw -271400.103234 + Penalty 3646.810786 = -267753.292448
  nChanged 7
		SP:Iteration 19Q (22498.480000 sec): 3 clusters
  Score: Raw -271405.288695 + Penalty 3646.810786 = -267758.477909
  nChanged 8
		SP:Iteration 20F (22498.640000 sec): 3 clusters
  Score: Raw -271413.377942 + Penalty 3646.810786 = -267766.567157
  nChanged 8
		SP:Iteration 21Q (22498.830000 sec): 3 clusters
  Score: Raw -271421.830706 + Penalty 3646.810786 = -267775.019920
  nChanged 9
		SP:Iteration 22Q (22498.970000 sec): 3 clusters
  Score: Raw -271427.575365 + Penalty 3646.810786 = -267780.764579
  nChanged 9
		SP:Iteration 23Q (22499.210000 sec): 3 clusters
  Score: Raw -271434.915214 + Penalty 3646.810786 = -267788.104429
  nChanged 7
		SP:Iteration 24Q (22499.310000 sec): 3 clusters
  Score: Raw -271442.182094 + Penalty 3646.810786 = -267795.371309
  nChanged 7
		SP:Iteration 25Q (22499.560000 sec): 3 clusters
  Score: Raw -271449.586634 + Penalty 3646.810786 = -267802.775849
  nChanged 11
		SP:Iteration 26Q (22499.710000 sec): 3 clusters
  Score: Raw -271457.246235 + Penalty 3646.810786 = -267810.435449
  nChanged 7
		SP:Iteration 27Q (22499.890000 sec): 3 clusters
  Score: Raw -271468.653247 + Penalty 3646.810786 = -267821.842461
  nChanged 10
		SP:Iteration 28Q (22500.030000 sec): 3 clusters
  Score: Raw -271481.834444 + Penalty 3646.810786 = -267835.023658
  nChanged 13
		SP:Iteration 29Q (22500.210000 sec): 3 clusters
  Score: Raw -271493.611727 + Penalty 3646.810786 = -267846.800941
  nChanged 12
		SP:Iteration 30Q (22500.360000 sec): 3 clusters
  Score: Raw -271510.860223 + Penalty 3646.810786 = -267864.049437
  nChanged 9
		SP:Iteration 31Q (22500.490000 sec): 3 clusters
  Score: Raw -271521.382306 + Penalty 3646.810786 = -267874.571520
  nChanged 9
		SP:Iteration 32Q (22500.650000 sec): 3 clusters
  Score: Raw -271535.637197 + Penalty 3646.810786 = -267888.826411
  nChanged 12
		SP:Iteration 33Q (22500.770000 sec): 3 clusters
  Score: Raw -271549.787083 + Penalty 3646.810786 = -267902.976298
  nChanged 9
		SP:Iteration 34Q (22500.860000 sec): 3 clusters
  Score: Raw -271560.955742 + Penalty 3646.810786 = -267914.144956
  nChanged 9
		SP:Iteration 35Q (22501.000000 sec): 3 clusters
  Score: Raw -271568.753921 + Penalty 3646.810786 = -267921.943135
  nChanged 5
		SP:Iteration 36Q (22501.160000 sec): 3 clusters
  Score: Raw -271574.989305 + Penalty 3646.810786 = -267928.178520
  nChanged 7
		SP:Iteration 37Q (22501.300000 sec): 3 clusters
  Score: Raw -271582.284796 + Penalty 3646.810786 = -267935.474010
  nChanged 7
		SP:Iteration 38Q (22501.400000 sec): 3 clusters
  Score: Raw -271589.435596 + Penalty 3646.810786 = -267942.624810
  nChanged 3
		SP:Iteration 39Q (22501.540000 sec): 3 clusters
  Score: Raw -271593.178020 + Penalty 3646.810786 = -267946.367234
  nChanged 1
		SP:Iteration 40F (22501.680000 sec): 3 clusters
  Score: Raw -271593.524663 + Penalty 3646.810786 = -267946.713877
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22501.750000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22501.850000 sec): 3 clusters
  Score: Raw -60021.409224 + Penalty 2975.472535 = -57045.936689
  nChanged 68
		SP:Iteration 1F (22501.940000 sec): 3 clusters
  Score: Raw -60216.052009 + Penalty 2975.472535 = -57240.579474
  nChanged 24
		SP:Iteration 2F (22502.090000 sec): 3 clusters
  Score: Raw -60301.721174 + Penalty 2975.472535 = -57326.248639
  nChanged 16
		SP:Iteration 3Q (22502.180000 sec): 3 clusters
  Score: Raw -60352.168827 + Penalty 2975.472535 = -57376.696293
  nChanged 5
		SP:Iteration 4Q (22502.330000 sec): 3 clusters
  Score: Raw -60362.266300 + Penalty 2975.472535 = -57386.793765
  nChanged 2
		SP:Iteration 5Q (22502.420000 sec): 3 clusters
  Score: Raw -60370.070160 + Penalty 2975.472535 = -57394.597625
  nChanged 3
		SP:Iteration 6Q (22502.560000 sec): 3 clusters
  Score: Raw -60383.508588 + Penalty 2975.472535 = -57408.036053
  nChanged 2
		SP:Iteration 7Q (22502.660000 sec): 3 clusters
  Score: Raw -60387.623444 + Penalty 2975.472535 = -57412.150909
  nChanged 0
		SP:Iteration 8F (22502.800000 sec): 3 clusters
  Score: Raw -60387.623444 + Penalty 2975.472535 = -57412.150909
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22502.920000 sec): 2 clusters
  Score: Raw -186857.002019 + Penalty 1743.871832 = -185113.130187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22503.120000 sec): 3 clusters
  Score: Raw -186557.903010 + Penalty 3487.743664 = -183070.159346
  nChanged 313
		SP:Iteration 1F (22503.360000 sec): 3 clusters
  Score: Raw -186920.012589 + Penalty 3487.743664 = -183432.268925
  nChanged 93
		SP:Iteration 2F (22503.540000 sec): 3 clusters
  Score: Raw -187105.704745 + Penalty 3487.743664 = -183617.961080
  nChanged 73
		SP:Iteration 3F (22503.750000 sec): 3 clusters
  Score: Raw -187263.963550 + Penalty 3487.743664 = -183776.219886
  nChanged 59
		SP:Iteration 4F (22503.900000 sec): 3 clusters
  Score: Raw -187415.711996 + Penalty 3487.743664 = -183927.968332
  nChanged 71
		SP:Iteration 5F (22504.090000 sec): 3 clusters
  Score: Raw -187611.841290 + Penalty 3487.743664 = -184124.097626
  nChanged 58
		SP:Iteration 6F (22504.250000 sec): 3 clusters
  Score: Raw -187763.214797 + Penalty 3487.743664 = -184275.471132
  nChanged 47
		SP:Iteration 7Q (22504.430000 sec): 3 clusters
  Score: Raw -187846.839093 + Penalty 3487.743664 = -184359.095428
  nChanged 26
		SP:Iteration 8Q (22504.620000 sec): 3 clusters
  Score: Raw -187884.500073 + Penalty 3487.743664 = -184396.756409
  nChanged 19
		SP:Iteration 9Q (22504.780000 sec): 3 clusters
  Score: Raw -187907.600314 + Penalty 3487.743664 = -184419.856650
  nChanged 9
		SP:Iteration 10Q (22504.980000 sec): 3 clusters
  Score: Raw -187926.620614 + Penalty 3487.743664 = -184438.876949
  nChanged 6
		SP:Iteration 11Q (22505.150000 sec): 3 clusters
  Score: Raw -187936.988538 + Penalty 3487.743664 = -184449.244873
  nChanged 4
		SP:Iteration 12Q (22505.320000 sec): 3 clusters
  Score: Raw -187940.518273 + Penalty 3487.743664 = -184452.774608
  nChanged 0
		SP:Iteration 13F (22505.480000 sec): 3 clusters
  Score: Raw -187940.518273 + Penalty 3487.743664 = -184452.774608
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22506.100000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22506.960000 sec): 3 clusters
  Score: Raw -19043733.530857 + Penalty 5708.955617 = -19038024.575240
  nChanged 47064
		SP:Iteration 1F (22507.750000 sec): 3 clusters
  Score: Raw -19070939.199342 + Penalty 5708.955617 = -19065230.243725
  nChanged 3965
		SP:Iteration 2Q (22508.640000 sec): 3 clusters
  Score: Raw -19072227.072618 + Penalty 5708.955617 = -19066518.117000
  nChanged 4726
		SP:Iteration 3Q (22509.570000 sec): 3 clusters
  Score: Raw -19074216.436604 + Penalty 5708.955617 = -19068507.480987
  nChanged 5807
		SP:Iteration 4F (22510.360000 sec): 3 clusters
  Score: Raw -19077222.890890 + Penalty 5708.955617 = -19071513.935273
  nChanged 6600
		SP:Iteration 5F (22511.210000 sec): 3 clusters
  Score: Raw -19081051.644647 + Penalty 5708.955617 = -19075342.689030
  nChanged 6892
		SP:Iteration 6F (22512.090000 sec): 3 clusters
  Score: Raw -19085493.343853 + Penalty 5708.955617 = -19079784.388236
  nChanged 6709
		SP:Iteration 7F (22512.970000 sec): 3 clusters
  Score: Raw -19090128.338625 + Penalty 5708.955617 = -19084419.383008
  nChanged 6102
		SP:Iteration 8F (22513.940000 sec): 3 clusters
  Score: Raw -19094757.382898 + Penalty 5708.955617 = -19089048.427281
  nChanged 5459
		SP:Iteration 9F (22514.800000 sec): 3 clusters
  Score: Raw -19099324.496101 + Penalty 5708.955617 = -19093615.540484
  nChanged 4266
		SP:Iteration 10Q (22515.650000 sec): 3 clusters
  Score: Raw -19103246.426811 + Penalty 5708.955617 = -19097537.471193
  nChanged 2834
		SP:Iteration 11Q (22516.480000 sec): 3 clusters
  Score: Raw -19105980.948135 + Penalty 5708.955617 = -19100271.992518
  nChanged 1410
		SP:Iteration 12Q (22517.300000 sec): 3 clusters
  Score: Raw -19107388.844701 + Penalty 5708.955617 = -19101679.889084
  nChanged 573
		SP:Iteration 13Q (22518.050000 sec): 3 clusters
  Score: Raw -19108102.520370 + Penalty 5708.955617 = -19102393.564752
  nChanged 202
		SP:Iteration 14Q (22518.750000 sec): 3 clusters
  Score: Raw -19108542.835652 + Penalty 5708.955617 = -19102833.880035
  nChanged 128
		SP:Iteration 15Q (22519.420000 sec): 3 clusters
  Score: Raw -19108715.122988 + Penalty 5708.955617 = -19103006.167371
  nChanged 79
		SP:Iteration 16Q (22520.120000 sec): 3 clusters
  Score: Raw -19108792.964932 + Penalty 5708.955617 = -19103084.009314
  nChanged 67
		SP:Iteration 17Q (22520.830000 sec): 3 clusters
  Score: Raw -19108845.690019 + Penalty 5708.955617 = -19103136.734402
  nChanged 59
		SP:Iteration 18Q (22521.490000 sec): 3 clusters
  Score: Raw -19108884.388938 + Penalty 5708.955617 = -19103175.433320
  nChanged 40
		SP:Iteration 19Q (22522.230000 sec): 3 clusters
  Score: Raw -19108911.404439 + Penalty 5708.955617 = -19103202.448821
  nChanged 35
		SP:Iteration 20F (22522.970000 sec): 3 clusters
  Score: Raw -19108931.470394 + Penalty 5708.955617 = -19103222.514776
  nChanged 28
		SP:Iteration 21Q (22523.620000 sec): 3 clusters
  Score: Raw -19108945.432457 + Penalty 5708.955617 = -19103236.476840
  nChanged 21
		SP:Iteration 22Q (22524.280000 sec): 3 clusters
  Score: Raw -19108954.970676 + Penalty 5708.955617 = -19103246.015059
  nChanged 12
		SP:Iteration 23Q (22524.950000 sec): 3 clusters
  Score: Raw -19108961.026047 + Penalty 5708.955617 = -19103252.070429
  nChanged 10
		SP:Iteration 24Q (22525.710000 sec): 3 clusters
  Score: Raw -19108964.765090 + Penalty 5708.955617 = -19103255.809473
  nChanged 4
		SP:Iteration 25Q (22526.370000 sec): 3 clusters
  Score: Raw -19108966.354942 + Penalty 5708.955617 = -19103257.399325
  nChanged 3
		SP:Iteration 26Q (22527.030000 sec): 3 clusters
  Score: Raw -19108967.665269 + Penalty 5708.955617 = -19103258.709651
  nChanged 3
		SP:Iteration 27Q (22527.760000 sec): 3 clusters
  Score: Raw -19108968.634171 + Penalty 5708.955617 = -19103259.678553
  nChanged 3
		SP:Iteration 28Q (22528.600000 sec): 3 clusters
  Score: Raw -19108969.546559 + Penalty 5708.955617 = -19103260.590941
  nChanged 1
		SP:Iteration 29Q (22529.300000 sec): 3 clusters
  Score: Raw -19108969.952079 + Penalty 5708.955617 = -19103260.996462
  nChanged 0
		SP:Iteration 30F (22530.010000 sec): 3 clusters
  Score: Raw -19108969.952079 + Penalty 5708.955617 = -19103260.996462
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22530.110000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22530.250000 sec): 3 clusters
  Score: Raw -50662.358713 + Penalty 2829.076107 = -47833.282605
  nChanged 33
		SP:Iteration 1F (22530.390000 sec): 3 clusters
  Score: Raw -50766.223687 + Penalty 2829.076107 = -47937.147580
  nChanged 10
		SP:Iteration 2Q (22530.550000 sec): 3 clusters
  Score: Raw -50801.024993 + Penalty 2829.076107 = -47971.948885
  nChanged 5
		SP:Iteration 3Q (22530.690000 sec): 3 clusters
  Score: Raw -50817.815050 + Penalty 2829.076107 = -47988.738943
  nChanged 1
		SP:Iteration 4Q (22530.850000 sec): 3 clusters
  Score: Raw -50819.651919 + Penalty 2829.076107 = -47990.575812
  nChanged 1
		SP:Iteration 5Q (22530.970000 sec): 3 clusters
  Score: Raw -50822.607473 + Penalty 2829.076107 = -47993.531366
  nChanged 0
		SP:Iteration 6F (22531.100000 sec): 3 clusters
  Score: Raw -50822.607473 + Penalty 2829.076107 = -47993.531366
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22531.170000 sec): 2 clusters
  Score: Raw -27221.855790 + Penalty 1286.471680 = -25935.384110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22531.370000 sec): 3 clusters
  Score: Raw -27513.853689 + Penalty 2572.943360 = -24940.910329
  nChanged 9
		SP:Iteration 1F (22531.480000 sec): 3 clusters
  Score: Raw -27558.205387 + Penalty 2572.943360 = -24985.262028
  nChanged 1
		SP:Iteration 2Q (22531.630000 sec): 3 clusters
  Score: Raw -27568.703495 + Penalty 2572.943360 = -24995.760136
  nChanged 1
		SP:Iteration 3Q (22531.770000 sec): 3 clusters
  Score: Raw -27573.259950 + Penalty 2572.943360 = -25000.316591
  nChanged 0
		SP:Iteration 4F (22531.940000 sec): 3 clusters
  Score: Raw -27573.259950 + Penalty 2572.943360 = -25000.316591
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22532.020000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22532.160000 sec): 3 clusters
  Score: Raw -48074.964328 + Penalty 2810.547637 = -45264.416691
  nChanged 18
		SP:Iteration 1F (22532.340000 sec): 3 clusters
  Score: Raw -48126.655750 + Penalty 2810.547637 = -45316.108113
  nChanged 6
		SP:Iteration 2Q (22532.480000 sec): 3 clusters
  Score: Raw -48153.073432 + Penalty 2810.547637 = -45342.525794
  nChanged 2
		SP:Iteration 3Q (22532.640000 sec): 3 clusters
  Score: Raw -48166.052323 + Penalty 2810.547637 = -45355.504686
  nChanged 2
		SP:Iteration 4Q (22532.810000 sec): 3 clusters
  Score: Raw -48176.451445 + Penalty 2810.547637 = -45365.903808
  nChanged 2
		SP:Iteration 5Q (22533.010000 sec): 3 clusters
  Score: Raw -48204.111214 + Penalty 2810.547637 = -45393.563577
  nChanged 2
		SP:Iteration 6Q (22533.180000 sec): 3 clusters
  Score: Raw -48215.229566 + Penalty 2810.547637 = -45404.681929
  nChanged 0
		SP:Iteration 7F (22533.340000 sec): 3 clusters
  Score: Raw -48215.229566 + Penalty 2810.547637 = -45404.681929
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22533.410000 sec): 2 clusters
  Score: Raw -44326.406439 + Penalty 1460.441734 = -42865.964705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22533.620000 sec): 3 clusters
  Score: Raw -44492.709272 + Penalty 2920.883467 = -41571.825805
  nChanged 57
		SP:Iteration 1F (22533.730000 sec): 3 clusters
  Score: Raw -44637.355822 + Penalty 2920.883467 = -41716.472355
  nChanged 25
		SP:Iteration 2F (22533.890000 sec): 3 clusters
  Score: Raw -44715.382277 + Penalty 2920.883467 = -41794.498809
  nChanged 16
		SP:Iteration 3Q (22534.020000 sec): 3 clusters
  Score: Raw -44758.082083 + Penalty 2920.883467 = -41837.198616
  nChanged 6
		SP:Iteration 4Q (22534.180000 sec): 3 clusters
  Score: Raw -44770.742292 + Penalty 2920.883467 = -41849.858825
  nChanged 10
		SP:Iteration 5Q (22534.370000 sec): 3 clusters
  Score: Raw -44803.647452 + Penalty 2920.883467 = -41882.763984
  nChanged 5
		SP:Iteration 6Q (22534.580000 sec): 3 clusters
  Score: Raw -44840.563291 + Penalty 2920.883467 = -41919.679824
  nChanged 4
		SP:Iteration 7Q (22534.670000 sec): 3 clusters
  Score: Raw -44860.198121 + Penalty 2920.883467 = -41939.314653
  nChanged 5
		SP:Iteration 8Q (22534.820000 sec): 3 clusters
  Score: Raw -44892.835760 + Penalty 2920.883467 = -41971.952293
  nChanged 8
		SP:Iteration 9Q (22535.010000 sec): 3 clusters
  Score: Raw -44923.722405 + Penalty 2920.883467 = -42002.838937
  nChanged 5
		SP:Iteration 10Q (22535.190000 sec): 3 clusters
  Score: Raw -44960.462321 + Penalty 2920.883467 = -42039.578854
  nChanged 1
		SP:Iteration 11Q (22535.320000 sec): 3 clusters
  Score: Raw -44962.566921 + Penalty 2920.883467 = -42041.683454
  nChanged 0
		SP:Iteration 12F (22535.490000 sec): 3 clusters
  Score: Raw -44962.566921 + Penalty 2920.883467 = -42041.683454
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22535.690000 sec): 2 clusters
  Score: Raw -2765556.513040 + Penalty 2402.655283 = -2763153.857757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22535.950000 sec): 3 clusters
  Score: Raw -2756348.382791 + Penalty 4805.310566 = -2751543.072225
  nChanged 7005
		SP:Iteration 1F (22536.280000 sec): 3 clusters
  Score: Raw -2760105.980018 + Penalty 4805.310566 = -2755300.669451
  nChanged 881
		SP:Iteration 2F (22536.510000 sec): 3 clusters
  Score: Raw -2760470.743895 + Penalty 4805.310566 = -2755665.433329
  nChanged 728
		SP:Iteration 3Q (22536.770000 sec): 3 clusters
  Score: Raw -2760781.939078 + Penalty 4805.310566 = -2755976.628512
  nChanged 664
		SP:Iteration 4Q (22537.050000 sec): 3 clusters
  Score: Raw -2761061.064631 + Penalty 4805.310566 = -2756255.754064
  nChanged 627
		SP:Iteration 5Q (22537.350000 sec): 3 clusters
  Score: Raw -2761317.293528 + Penalty 4805.310566 = -2756511.982962
  nChanged 568
		SP:Iteration 6Q (22537.610000 sec): 3 clusters
  Score: Raw -2761539.023691 + Penalty 4805.310566 = -2756733.713124
  nChanged 512
		SP:Iteration 7Q (22537.940000 sec): 3 clusters
  Score: Raw -2761728.509693 + Penalty 4805.310566 = -2756923.199127
  nChanged 503
		SP:Iteration 8Q (22538.220000 sec): 3 clusters
  Score: Raw -2761901.244191 + Penalty 4805.310566 = -2757095.933625
  nChanged 435
		SP:Iteration 9Q (22538.510000 sec): 3 clusters
  Score: Raw -2762071.871169 + Penalty 4805.310566 = -2757266.560603
  nChanged 458
		SP:Iteration 10Q (22538.760000 sec): 3 clusters
  Score: Raw -2762246.543783 + Penalty 4805.310566 = -2757441.233216
  nChanged 446
		SP:Iteration 11Q (22539.020000 sec): 3 clusters
  Score: Raw -2762436.240360 + Penalty 4805.310566 = -2757630.929794
  nChanged 470
		SP:Iteration 12Q (22539.340000 sec): 3 clusters
  Score: Raw -2762660.174913 + Penalty 4805.310566 = -2757854.864347
  nChanged 509
		SP:Iteration 13Q (22539.560000 sec): 3 clusters
  Score: Raw -2762901.144754 + Penalty 4805.310566 = -2758095.834188
  nChanged 498
		SP:Iteration 14Q (22539.850000 sec): 3 clusters
  Score: Raw -2763159.211279 + Penalty 4805.310566 = -2758353.900713
  nChanged 504
		SP:Iteration 15Q (22540.120000 sec): 3 clusters
  Score: Raw -2763422.792003 + Penalty 4805.310566 = -2758617.481437
  nChanged 515
		SP:Iteration 16Q (22540.440000 sec): 3 clusters
  Score: Raw -2763699.183005 + Penalty 4805.310566 = -2758893.872439
  nChanged 499
		SP:Iteration 17Q (22540.690000 sec): 3 clusters
  Score: Raw -2763968.085034 + Penalty 4805.310566 = -2759162.774467
  nChanged 452
		SP:Iteration 18Q (22540.970000 sec): 3 clusters
  Score: Raw -2764197.961362 + Penalty 4805.310566 = -2759392.650796
  nChanged 394
		SP:Iteration 19Q (22541.210000 sec): 3 clusters
  Score: Raw -2764407.972412 + Penalty 4805.310566 = -2759602.661846
  nChanged 341
		SP:Iteration 20F (22541.510000 sec): 3 clusters
  Score: Raw -2764576.396604 + Penalty 4805.310566 = -2759771.086038
  nChanged 297
		SP:Iteration 21Q (22541.820000 sec): 3 clusters
  Score: Raw -2764719.587935 + Penalty 4805.310566 = -2759914.277369
  nChanged 270
		SP:Iteration 22Q (22542.070000 sec): 3 clusters
  Score: Raw -2764842.031178 + Penalty 4805.310566 = -2760036.720611
  nChanged 262
		SP:Iteration 23Q (22542.300000 sec): 3 clusters
  Score: Raw -2764980.549408 + Penalty 4805.310566 = -2760175.238842
  nChanged 230
		SP:Iteration 24Q (22542.640000 sec): 3 clusters
  Score: Raw -2765092.246675 + Penalty 4805.310566 = -2760286.936109
  nChanged 217
		SP:Iteration 25Q (22542.880000 sec): 3 clusters
  Score: Raw -2765202.066452 + Penalty 4805.310566 = -2760396.755886
  nChanged 217
		SP:Iteration 26Q (22543.220000 sec): 3 clusters
  Score: Raw -2765313.303986 + Penalty 4805.310566 = -2760507.993420
  nChanged 189
		SP:Iteration 27Q (22543.400000 sec): 3 clusters
  Score: Raw -2765419.062858 + Penalty 4805.310566 = -2760613.752292
  nChanged 174
		SP:Iteration 28Q (22543.670000 sec): 3 clusters
  Score: Raw -2765512.154529 + Penalty 4805.310566 = -2760706.843962
  nChanged 145
		SP:Iteration 29Q (22543.930000 sec): 3 clusters
  Score: Raw -2765581.404890 + Penalty 4805.310566 = -2760776.094324
  nChanged 131
		SP:Iteration 30Q (22544.160000 sec): 3 clusters
  Score: Raw -2765648.727099 + Penalty 4805.310566 = -2760843.416532
  nChanged 144
		SP:Iteration 31Q (22544.400000 sec): 3 clusters
  Score: Raw -2765726.382261 + Penalty 4805.310566 = -2760921.071694
  nChanged 139
		SP:Iteration 32Q (22544.680000 sec): 3 clusters
  Score: Raw -2765809.116192 + Penalty 4805.310566 = -2761003.805626
  nChanged 121
		SP:Iteration 33Q (22544.920000 sec): 3 clusters
  Score: Raw -2765881.680354 + Penalty 4805.310566 = -2761076.369788
  nChanged 103
		SP:Iteration 34Q (22545.160000 sec): 3 clusters
  Score: Raw -2765936.512059 + Penalty 4805.310566 = -2761131.201493
  nChanged 85
		SP:Iteration 35Q (22545.410000 sec): 3 clusters
  Score: Raw -2765981.718404 + Penalty 4805.310566 = -2761176.407838
  nChanged 75
		SP:Iteration 36Q (22545.640000 sec): 3 clusters
  Score: Raw -2766024.679818 + Penalty 4805.310566 = -2761219.369251
  nChanged 64
		SP:Iteration 37Q (22545.900000 sec): 3 clusters
  Score: Raw -2766061.451552 + Penalty 4805.310566 = -2761256.140986
  nChanged 48
		SP:Iteration 38Q (22546.170000 sec): 3 clusters
  Score: Raw -2766084.869434 + Penalty 4805.310566 = -2761279.558867
  nChanged 30
		SP:Iteration 39Q (22546.390000 sec): 3 clusters
  Score: Raw -2766097.904101 + Penalty 4805.310566 = -2761292.593535
  nChanged 25
		SP:Iteration 40F (22546.630000 sec): 3 clusters
  Score: Raw -2766110.016151 + Penalty 4805.310566 = -2761304.705585
  nChanged 24
		SP:Iteration 41Q (22546.880000 sec): 3 clusters
  Score: Raw -2766119.476102 + Penalty 4805.310566 = -2761314.165535
  nChanged 23
		SP:Iteration 42Q (22547.130000 sec): 3 clusters
  Score: Raw -2766128.306236 + Penalty 4805.310566 = -2761322.995670
  nChanged 15
		SP:Iteration 43Q (22547.390000 sec): 3 clusters
  Score: Raw -2766136.566427 + Penalty 4805.310566 = -2761331.255861
  nChanged 18
		SP:Iteration 44Q (22547.610000 sec): 3 clusters
  Score: Raw -2766146.740453 + Penalty 4805.310566 = -2761341.429887
  nChanged 21
		SP:Iteration 45Q (22547.830000 sec): 3 clusters
  Score: Raw -2766158.379023 + Penalty 4805.310566 = -2761353.068457
  nChanged 20
		SP:Iteration 46Q (22548.080000 sec): 3 clusters
  Score: Raw -2766167.328704 + Penalty 4805.310566 = -2761362.018138
  nChanged 10
		SP:Iteration 47Q (22548.350000 sec): 3 clusters
  Score: Raw -2766171.155220 + Penalty 4805.310566 = -2761365.844653
  nChanged 10
		SP:Iteration 48Q (22548.590000 sec): 3 clusters
  Score: Raw -2766175.592055 + Penalty 4805.310566 = -2761370.281489
  nChanged 7
		SP:Iteration 49Q (22548.840000 sec): 3 clusters
  Score: Raw -2766177.573715 + Penalty 4805.310566 = -2761372.263149
  nChanged 8
		SP:Iteration 50Q (22549.060000 sec): 3 clusters
  Score: Raw -2766179.634936 + Penalty 4805.310566 = -2761374.324369
  nChanged 4
		SP:Iteration 51Q (22549.310000 sec): 3 clusters
  Score: Raw -2766180.786752 + Penalty 4805.310566 = -2761375.476186
  nChanged 4
		SP:Iteration 52Q (22549.590000 sec): 3 clusters
  Score: Raw -2766182.250113 + Penalty 4805.310566 = -2761376.939546
  nChanged 6
		SP:Iteration 53Q (22549.790000 sec): 3 clusters
  Score: Raw -2766184.183646 + Penalty 4805.310566 = -2761378.873079
  nChanged 2
		SP:Iteration 54Q (22550.090000 sec): 3 clusters
  Score: Raw -2766184.634825 + Penalty 4805.310566 = -2761379.324259
  nChanged 1
		SP:Iteration 55Q (22550.290000 sec): 3 clusters
  Score: Raw -2766184.762210 + Penalty 4805.310566 = -2761379.451644
  nChanged 1
		SP:Iteration 56Q (22550.560000 sec): 3 clusters
  Score: Raw -2766185.411341 + Penalty 4805.310566 = -2761380.100774
  nChanged 3
		SP:Iteration 57Q (22550.820000 sec): 3 clusters
  Score: Raw -2766186.434616 + Penalty 4805.310566 = -2761381.124049
  nChanged 1
		SP:Iteration 58Q (22551.090000 sec): 3 clusters
  Score: Raw -2766186.665667 + Penalty 4805.310566 = -2761381.355101
  nChanged 0
		SP:Iteration 59F (22551.350000 sec): 3 clusters
  Score: Raw -2766186.665667 + Penalty 4805.310566 = -2761381.355101
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22551.410000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22551.520000 sec): 3 clusters
  Score: Raw -19068.654711 + Penalty 2690.775209 = -16377.879502
  nChanged 36
		SP:Iteration 1F (22551.610000 sec): 3 clusters
  Score: Raw -19284.116222 + Penalty 2690.775209 = -16593.341013
  nChanged 13
		SP:Iteration 2F (22551.710000 sec): 3 clusters
  Score: Raw -19359.617455 + Penalty 2690.775209 = -16668.842246
  nChanged 3
		SP:Iteration 3Q (22551.850000 sec): 3 clusters
  Score: Raw -19376.944613 + Penalty 2690.775209 = -16686.169404
  nChanged 4
		SP:Iteration 4Q (22551.940000 sec): 3 clusters
  Score: Raw -19393.955054 + Penalty 2690.775209 = -16703.179845
  nChanged 3
		SP:Iteration 5Q (22552.080000 sec): 3 clusters
  Score: Raw -19410.633113 + Penalty 2690.775209 = -16719.857904
  nChanged 1
		SP:Iteration 6Q (22552.180000 sec): 3 clusters
  Score: Raw -19412.552156 + Penalty 2690.775209 = -16721.776948
  nChanged 0
		SP:Iteration 7F (22552.340000 sec): 3 clusters
  Score: Raw -19412.552156 + Penalty 2690.775209 = -16721.776948
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22552.380000 sec): 2 clusters
  Score: Raw -27313.602593 + Penalty 1326.082668 = -25987.519925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22552.510000 sec): 3 clusters
  Score: Raw -27626.400665 + Penalty 2652.165335 = -24974.235330
  nChanged 33
		SP:Iteration 1F (22552.650000 sec): 3 clusters
  Score: Raw -27804.271747 + Penalty 2652.165335 = -25152.106412
  nChanged 13
		SP:Iteration 2F (22552.780000 sec): 3 clusters
  Score: Raw -27861.247926 + Penalty 2652.165335 = -25209.082590
  nChanged 4
		SP:Iteration 3Q (22552.920000 sec): 3 clusters
  Score: Raw -27896.430610 + Penalty 2652.165335 = -25244.265275
  nChanged 0
		SP:Iteration 4F (22553.060000 sec): 3 clusters
  Score: Raw -27896.430610 + Penalty 2652.165335 = -25244.265275
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22553.160000 sec): 2 clusters
  Score: Raw -17538.129091 + Penalty 1237.627282 = -16300.501810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22553.280000 sec): 3 clusters
  Score: Raw -17946.286588 + Penalty 2475.254563 = -15471.032025
  nChanged 9
		SP:Iteration 1F (22553.420000 sec): 3 clusters
  Score: Raw -18020.714437 + Penalty 2475.254563 = -15545.459874
  nChanged 1
		SP:Iteration 2Q (22553.560000 sec): 3 clusters
  Score: Raw -18032.356333 + Penalty 2475.254563 = -15557.101770
  nChanged 0
		SP:Iteration 3F (22553.670000 sec): 3 clusters
  Score: Raw -18032.356333 + Penalty 2475.254563 = -15557.101770
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22553.720000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22553.900000 sec): 3 clusters
  Score: Raw -71984.799360 + Penalty 2992.410766 = -68992.388594
  nChanged 74
		SP:Iteration 1F (22554.070000 sec): 3 clusters
  Score: Raw -72139.744429 + Penalty 2992.410766 = -69147.333663
  nChanged 12
		SP:Iteration 2Q (22554.190000 sec): 3 clusters
  Score: Raw -72174.441901 + Penalty 2992.410766 = -69182.031135
  nChanged 6
		SP:Iteration 3Q (22554.280000 sec): 3 clusters
  Score: Raw -72203.505218 + Penalty 2992.410766 = -69211.094452
  nChanged 4
		SP:Iteration 4Q (22554.400000 sec): 3 clusters
  Score: Raw -72212.653003 + Penalty 2992.410766 = -69220.242237
  nChanged 1
		SP:Iteration 5Q (22554.490000 sec): 3 clusters
  Score: Raw -72214.954230 + Penalty 2992.410766 = -69222.543464
  nChanged 0
		SP:Iteration 6F (22554.620000 sec): 3 clusters
  Score: Raw -72214.954230 + Penalty 2992.410766 = -69222.543464
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22554.820000 sec): 2 clusters
  Score: Raw -3700563.305464 + Penalty 2469.601467 = -3698093.703997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22555.110000 sec): 3 clusters
  Score: Raw -3688246.291172 + Penalty 4939.202933 = -3683307.088239
  nChanged 9339
		SP:Iteration 1F (22555.340000 sec): 3 clusters
  Score: Raw -3693349.755234 + Penalty 4939.202933 = -3688410.552300
  nChanged 1234
		SP:Iteration 2F (22555.640000 sec): 3 clusters
  Score: Raw -3693901.802426 + Penalty 4939.202933 = -3688962.599492
  nChanged 1157
		SP:Iteration 3F (22555.920000 sec): 3 clusters
  Score: Raw -3694448.156900 + Penalty 4939.202933 = -3689508.953967
  nChanged 1113
		SP:Iteration 4F (22556.180000 sec): 3 clusters
  Score: Raw -3695004.597595 + Penalty 4939.202933 = -3690065.394661
  nChanged 1057
		SP:Iteration 5F (22556.450000 sec): 3 clusters
  Score: Raw -3695511.645326 + Penalty 4939.202933 = -3690572.442393
  nChanged 972
		SP:Iteration 6Q (22556.760000 sec): 3 clusters
  Score: Raw -3695994.586465 + Penalty 4939.202933 = -3691055.383531
  nChanged 963
		SP:Iteration 7Q (22557.050000 sec): 3 clusters
  Score: Raw -3696489.103708 + Penalty 4939.202933 = -3691549.900775
  nChanged 953
		SP:Iteration 8Q (22557.350000 sec): 3 clusters
  Score: Raw -3696973.508039 + Penalty 4939.202933 = -3692034.305106
  nChanged 878
		SP:Iteration 9Q (22557.650000 sec): 3 clusters
  Score: Raw -3697373.724201 + Penalty 4939.202933 = -3692434.521267
  nChanged 712
		SP:Iteration 10Q (22557.960000 sec): 3 clusters
  Score: Raw -3697705.059801 + Penalty 4939.202933 = -3692765.856868
  nChanged 619
		SP:Iteration 11Q (22558.270000 sec): 3 clusters
  Score: Raw -3697999.576025 + Penalty 4939.202933 = -3693060.373092
  nChanged 551
		SP:Iteration 12Q (22558.610000 sec): 3 clusters
  Score: Raw -3698224.794500 + Penalty 4939.202933 = -3693285.591567
  nChanged 456
		SP:Iteration 13Q (22558.880000 sec): 3 clusters
  Score: Raw -3698382.251267 + Penalty 4939.202933 = -3693443.048333
  nChanged 382
		SP:Iteration 14Q (22559.210000 sec): 3 clusters
  Score: Raw -3698494.717570 + Penalty 4939.202933 = -3693555.514636
  nChanged 292
		SP:Iteration 15Q (22559.570000 sec): 3 clusters
  Score: Raw -3698569.162023 + Penalty 4939.202933 = -3693629.959089
  nChanged 225
		SP:Iteration 16Q (22559.930000 sec): 3 clusters
  Score: Raw -3698620.856400 + Penalty 4939.202933 = -3693681.653467
  nChanged 181
		SP:Iteration 17Q (22560.230000 sec): 3 clusters
  Score: Raw -3698662.333647 + Penalty 4939.202933 = -3693723.130713
  nChanged 167
		SP:Iteration 18Q (22560.550000 sec): 3 clusters
  Score: Raw -3698704.037122 + Penalty 4939.202933 = -3693764.834189
  nChanged 167
		SP:Iteration 19Q (22560.870000 sec): 3 clusters
  Score: Raw -3698753.042494 + Penalty 4939.202933 = -3693813.839560
  nChanged 168
		SP:Iteration 20F (22561.150000 sec): 3 clusters
  Score: Raw -3698812.208190 + Penalty 4939.202933 = -3693873.005257
  nChanged 213
		SP:Iteration 21Q (22561.470000 sec): 3 clusters
  Score: Raw -3698873.656258 + Penalty 4939.202933 = -3693934.453325
  nChanged 204
		SP:Iteration 22Q (22561.810000 sec): 3 clusters
  Score: Raw -3698924.474079 + Penalty 4939.202933 = -3693985.271145
  nChanged 189
		SP:Iteration 23Q (22562.070000 sec): 3 clusters
  Score: Raw -3698974.534713 + Penalty 4939.202933 = -3694035.331779
  nChanged 186
		SP:Iteration 24Q (22562.450000 sec): 3 clusters
  Score: Raw -3699026.189059 + Penalty 4939.202933 = -3694086.986126
  nChanged 201
		SP:Iteration 25Q (22562.720000 sec): 3 clusters
  Score: Raw -3699077.733114 + Penalty 4939.202933 = -3694138.530181
  nChanged 178
		SP:Iteration 26Q (22563.040000 sec): 3 clusters
  Score: Raw -3699120.024856 + Penalty 4939.202933 = -3694180.821922
  nChanged 192
		SP:Iteration 27Q (22563.350000 sec): 3 clusters
  Score: Raw -3699167.239173 + Penalty 4939.202933 = -3694228.036239
  nChanged 190
		SP:Iteration 28Q (22563.670000 sec): 3 clusters
  Score: Raw -3699215.486293 + Penalty 4939.202933 = -3694276.283359
  nChanged 203
		SP:Iteration 29Q (22563.930000 sec): 3 clusters
  Score: Raw -3699266.075623 + Penalty 4939.202933 = -3694326.872689
  nChanged 199
		SP:Iteration 30Q (22564.190000 sec): 3 clusters
  Score: Raw -3699319.029939 + Penalty 4939.202933 = -3694379.827005
  nChanged 207
		SP:Iteration 31Q (22564.500000 sec): 3 clusters
  Score: Raw -3699377.965685 + Penalty 4939.202933 = -3694438.762752
  nChanged 212
		SP:Iteration 32Q (22564.850000 sec): 3 clusters
  Score: Raw -3699443.911366 + Penalty 4939.202933 = -3694504.708433
  nChanged 214
		SP:Iteration 33Q (22565.160000 sec): 3 clusters
  Score: Raw -3699514.098808 + Penalty 4939.202933 = -3694574.895875
  nChanged 212
		SP:Iteration 34Q (22565.480000 sec): 3 clusters
  Score: Raw -3699576.391047 + Penalty 4939.202933 = -3694637.188113
  nChanged 201
		SP:Iteration 35Q (22565.760000 sec): 3 clusters
  Score: Raw -3699637.558979 + Penalty 4939.202933 = -3694698.356046
  nChanged 228
		SP:Iteration 36Q (22566.040000 sec): 3 clusters
  Score: Raw -3699709.207849 + Penalty 4939.202933 = -3694770.004916
  nChanged 212
		SP:Iteration 37Q (22566.320000 sec): 3 clusters
  Score: Raw -3699779.040302 + Penalty 4939.202933 = -3694839.837368
  nChanged 210
		SP:Iteration 38Q (22566.600000 sec): 3 clusters
  Score: Raw -3699847.737996 + Penalty 4939.202933 = -3694908.535062
  nChanged 210
		SP:Iteration 39Q (22566.900000 sec): 3 clusters
  Score: Raw -3699916.935645 + Penalty 4939.202933 = -3694977.732712
  nChanged 226
		SP:Iteration 40F (22567.190000 sec): 3 clusters
  Score: Raw -3699995.420604 + Penalty 4939.202933 = -3695056.217671
  nChanged 215
		SP:Iteration 41Q (22567.500000 sec): 3 clusters
  Score: Raw -3700075.980578 + Penalty 4939.202933 = -3695136.777645
  nChanged 207
		SP:Iteration 42Q (22567.760000 sec): 3 clusters
  Score: Raw -3700151.843023 + Penalty 4939.202933 = -3695212.640090
  nChanged 220
		SP:Iteration 43Q (22568.050000 sec): 3 clusters
  Score: Raw -3700238.642422 + Penalty 4939.202933 = -3695299.439488
  nChanged 195
		SP:Iteration 44Q (22568.360000 sec): 3 clusters
  Score: Raw -3700316.532311 + Penalty 4939.202933 = -3695377.329377
  nChanged 183
		SP:Iteration 45Q (22568.640000 sec): 3 clusters
  Score: Raw -3700397.194074 + Penalty 4939.202933 = -3695457.991140
  nChanged 176
		SP:Iteration 46Q (22568.930000 sec): 3 clusters
  Score: Raw -3700477.539331 + Penalty 4939.202933 = -3695538.336397
  nChanged 185
		SP:Iteration 47Q (22569.190000 sec): 3 clusters
  Score: Raw -3700574.834586 + Penalty 4939.202933 = -3695635.631653
  nChanged 184
		SP:Iteration 48Q (22569.480000 sec): 3 clusters
  Score: Raw -3700681.417384 + Penalty 4939.202933 = -3695742.214451
  nChanged 168
		SP:Iteration 49Q (22569.780000 sec): 3 clusters
  Score: Raw -3700790.233005 + Penalty 4939.202933 = -3695851.030071
  nChanged 161
		SP:Iteration 50Q (22570.070000 sec): 3 clusters
  Score: Raw -3700903.599487 + Penalty 4939.202933 = -3695964.396554
  nChanged 156
		SP:Iteration 51Q (22570.310000 sec): 3 clusters
  Score: Raw -3701013.066933 + Penalty 4939.202933 = -3696073.863999
  nChanged 139
		SP:Iteration 52Q (22570.610000 sec): 3 clusters
  Score: Raw -3701100.873380 + Penalty 4939.202933 = -3696161.670446
  nChanged 99
		SP:Iteration 53Q (22570.870000 sec): 3 clusters
  Score: Raw -3701166.563268 + Penalty 4939.202933 = -3696227.360335
  nChanged 82
		SP:Iteration 54Q (22571.130000 sec): 3 clusters
  Score: Raw -3701221.668425 + Penalty 4939.202933 = -3696282.465491
  nChanged 75
		SP:Iteration 55Q (22571.380000 sec): 3 clusters
  Score: Raw -3701268.871341 + Penalty 4939.202933 = -3696329.668408
  nChanged 59
		SP:Iteration 56Q (22571.730000 sec): 3 clusters
  Score: Raw -3701297.468649 + Penalty 4939.202933 = -3696358.265715
  nChanged 35
		SP:Iteration 57Q (22572.000000 sec): 3 clusters
  Score: Raw -3701312.268138 + Penalty 4939.202933 = -3696373.065205
  nChanged 26
		SP:Iteration 58Q (22572.270000 sec): 3 clusters
  Score: Raw -3701320.583394 + Penalty 4939.202933 = -3696381.380461
  nChanged 17
		SP:Iteration 59Q (22572.520000 sec): 3 clusters
  Score: Raw -3701327.224689 + Penalty 4939.202933 = -3696388.021755
  nChanged 17
		SP:Iteration 60F (22572.830000 sec): 3 clusters
  Score: Raw -3701338.976541 + Penalty 4939.202933 = -3696399.773607
  nChanged 14
		SP:Iteration 61Q (22573.070000 sec): 3 clusters
  Score: Raw -3701345.261553 + Penalty 4939.202933 = -3696406.058620
  nChanged 16
		SP:Iteration 62Q (22573.320000 sec): 3 clusters
  Score: Raw -3701351.361227 + Penalty 4939.202933 = -3696412.158294
  nChanged 13
		SP:Iteration 63Q (22573.600000 sec): 3 clusters
  Score: Raw -3701357.344792 + Penalty 4939.202933 = -3696418.141858
  nChanged 14
		SP:Iteration 64Q (22573.880000 sec): 3 clusters
  Score: Raw -3701363.812523 + Penalty 4939.202933 = -3696424.609590
  nChanged 12
		SP:Iteration 65Q (22574.160000 sec): 3 clusters
  Score: Raw -3701368.070562 + Penalty 4939.202933 = -3696428.867628
  nChanged 7
		SP:Iteration 66Q (22574.410000 sec): 3 clusters
  Score: Raw -3701370.338285 + Penalty 4939.202933 = -3696431.135351
  nChanged 7
		SP:Iteration 67Q (22574.660000 sec): 3 clusters
  Score: Raw -3701372.358349 + Penalty 4939.202933 = -3696433.155416
  nChanged 2
		SP:Iteration 68Q (22574.920000 sec): 3 clusters
  Score: Raw -3701373.062046 + Penalty 4939.202933 = -3696433.859112
  nChanged 2
		SP:Iteration 69Q (22575.180000 sec): 3 clusters
  Score: Raw -3701373.845241 + Penalty 4939.202933 = -3696434.642308
  nChanged 5
		SP:Iteration 70Q (22575.470000 sec): 3 clusters
  Score: Raw -3701375.255570 + Penalty 4939.202933 = -3696436.052636
  nChanged 8
		SP:Iteration 71Q (22575.730000 sec): 3 clusters
  Score: Raw -3701377.725960 + Penalty 4939.202933 = -3696438.523026
  nChanged 5
		SP:Iteration 72Q (22575.970000 sec): 3 clusters
  Score: Raw -3701378.910268 + Penalty 4939.202933 = -3696439.707334
  nChanged 1
		SP:Iteration 73Q (22576.200000 sec): 3 clusters
  Score: Raw -3701379.262155 + Penalty 4939.202933 = -3696440.059221
  nChanged 2
		SP:Iteration 74Q (22576.410000 sec): 3 clusters
  Score: Raw -3701379.581422 + Penalty 4939.202933 = -3696440.378489
  nChanged 3
		SP:Iteration 75Q (22576.670000 sec): 3 clusters
  Score: Raw -3701380.070133 + Penalty 4939.202933 = -3696440.867199
  nChanged 2
		SP:Iteration 76Q (22576.940000 sec): 3 clusters
  Score: Raw -3701380.463909 + Penalty 4939.202933 = -3696441.260976
  nChanged 0
		SP:Iteration 77F (22577.210000 sec): 3 clusters
  Score: Raw -3701380.463909 + Penalty 4939.202933 = -3696441.260976
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22577.290000 sec): 2 clusters
  Score: Raw -38496.522582 + Penalty 1372.280593 = -37124.241988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22577.390000 sec): 3 clusters
  Score: Raw -38748.345528 + Penalty 2744.561186 = -36003.784341
  nChanged 29
		SP:Iteration 1F (22577.530000 sec): 3 clusters
  Score: Raw -38846.971741 + Penalty 2744.561186 = -36102.410555
  nChanged 7
		SP:Iteration 2Q (22577.620000 sec): 3 clusters
  Score: Raw -38881.620841 + Penalty 2744.561186 = -36137.059654
  nChanged 7
		SP:Iteration 3Q (22577.750000 sec): 3 clusters
  Score: Raw -38905.692538 + Penalty 2744.561186 = -36161.131352
  nChanged 2
		SP:Iteration 4Q (22577.850000 sec): 3 clusters
  Score: Raw -38911.450492 + Penalty 2744.561186 = -36166.889305
  nChanged 0
		SP:Iteration 5F (22577.990000 sec): 3 clusters
  Score: Raw -38911.450492 + Penalty 2744.561186 = -36166.889305
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22578.060000 sec): 2 clusters
  Score: Raw -110492.525603 + Penalty 1600.108141 = -108892.417463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22578.180000 sec): 3 clusters
  Score: Raw -110456.463089 + Penalty 3200.216281 = -107256.246808
  nChanged 120
		SP:Iteration 1F (22578.350000 sec): 3 clusters
  Score: Raw -110639.168085 + Penalty 3200.216281 = -107438.951803
  nChanged 27
		SP:Iteration 2Q (22578.470000 sec): 3 clusters
  Score: Raw -110676.755884 + Penalty 3200.216281 = -107476.539602
  nChanged 12
		SP:Iteration 3Q (22578.590000 sec): 3 clusters
  Score: Raw -110696.765540 + Penalty 3200.216281 = -107496.549259
  nChanged 6
		SP:Iteration 4Q (22578.740000 sec): 3 clusters
  Score: Raw -110706.492593 + Penalty 3200.216281 = -107506.276312
  nChanged 3
		SP:Iteration 5Q (22578.890000 sec): 3 clusters
  Score: Raw -110712.172215 + Penalty 3200.216281 = -107511.955933
  nChanged 1
		SP:Iteration 6Q (22579.010000 sec): 3 clusters
  Score: Raw -110713.125148 + Penalty 3200.216281 = -107512.908867
  nChanged 2
		SP:Iteration 7Q (22579.190000 sec): 3 clusters
  Score: Raw -110715.983533 + Penalty 3200.216281 = -107515.767252
  nChanged 0
		SP:Iteration 8F (22579.330000 sec): 3 clusters
  Score: Raw -110715.983533 + Penalty 3200.216281 = -107515.767252
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22579.380000 sec): 2 clusters
  Score: Raw -70628.731617 + Penalty 1579.735444 = -69048.996173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22579.520000 sec): 3 clusters
  Score: Raw -70773.442477 + Penalty 3159.470887 = -67613.971590
  nChanged 141
		SP:Iteration 1F (22579.660000 sec): 3 clusters
  Score: Raw -71053.346406 + Penalty 3159.470887 = -67893.875519
  nChanged 56
		SP:Iteration 2F (22579.800000 sec): 3 clusters
  Score: Raw -71318.631718 + Penalty 3159.470887 = -68159.160830
  nChanged 43
		SP:Iteration 3F (22579.930000 sec): 3 clusters
  Score: Raw -71560.416862 + Penalty 3159.470887 = -68400.945975
  nChanged 42
		SP:Iteration 4F (22580.070000 sec): 3 clusters
  Score: Raw -71756.348088 + Penalty 3159.470887 = -68596.877201
  nChanged 28
		SP:Iteration 5Q (22580.210000 sec): 3 clusters
  Score: Raw -71897.970989 + Penalty 3159.470887 = -68738.500101
  nChanged 12
		SP:Iteration 6Q (22580.380000 sec): 3 clusters
  Score: Raw -71942.891225 + Penalty 3159.470887 = -68783.420337
  nChanged 4
		SP:Iteration 7Q (22580.530000 sec): 3 clusters
  Score: Raw -71962.972597 + Penalty 3159.470887 = -68803.501710
  nChanged 1
		SP:Iteration 8Q (22580.630000 sec): 3 clusters
  Score: Raw -71965.567977 + Penalty 3159.470887 = -68806.097090
  nChanged 0
		SP:Iteration 9F (22580.750000 sec): 3 clusters
  Score: Raw -71965.567977 + Penalty 3159.470887 = -68806.097090
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22580.820000 sec): 2 clusters
  Score: Raw -29094.900373 + Penalty 1313.982707 = -27780.917666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22580.980000 sec): 3 clusters
  Score: Raw -29289.639742 + Penalty 2627.965414 = -26661.674328
  nChanged 17
		SP:Iteration 1F (22581.160000 sec): 3 clusters
  Score: Raw -29412.487027 + Penalty 2627.965414 = -26784.521613
  nChanged 4
		SP:Iteration 2Q (22581.340000 sec): 3 clusters
  Score: Raw -29432.490651 + Penalty 2627.965414 = -26804.525237
  nChanged 1
		SP:Iteration 3Q (22581.530000 sec): 3 clusters
  Score: Raw -29434.770381 + Penalty 2627.965414 = -26806.804967
  nChanged 1
		SP:Iteration 4Q (22581.710000 sec): 3 clusters
  Score: Raw -29438.026175 + Penalty 2627.965414 = -26810.060761
  nChanged 1
		SP:Iteration 5Q (22581.870000 sec): 3 clusters
  Score: Raw -29443.645165 + Penalty 2627.965414 = -26815.679751
  nChanged 0
		SP:Iteration 6F (22582.030000 sec): 3 clusters
  Score: Raw -29443.645165 + Penalty 2627.965414 = -26815.679751
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22582.120000 sec): 2 clusters
  Score: Raw -252437.911138 + Penalty 1823.564316 = -250614.346822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22582.270000 sec): 3 clusters
  Score: Raw -251945.872463 + Penalty 3647.128633 = -248298.743831
  nChanged 499
		SP:Iteration 1F (22582.440000 sec): 3 clusters
  Score: Raw -252624.018396 + Penalty 3647.128633 = -248976.889764
  nChanged 185
		SP:Iteration 2F (22582.590000 sec): 3 clusters
  Score: Raw -253011.774471 + Penalty 3647.128633 = -249364.645838
  nChanged 123
		SP:Iteration 3F (22582.740000 sec): 3 clusters
  Score: Raw -253316.938606 + Penalty 3647.128633 = -249669.809974
  nChanged 100
		SP:Iteration 4F (22582.870000 sec): 3 clusters
  Score: Raw -253552.323279 + Penalty 3647.128633 = -249905.194646
  nChanged 91
		SP:Iteration 5F (22583.000000 sec): 3 clusters
  Score: Raw -253780.110190 + Penalty 3647.128633 = -250132.981557
  nChanged 65
		SP:Iteration 6Q (22583.140000 sec): 3 clusters
  Score: Raw -253909.892736 + Penalty 3647.128633 = -250262.764103
  nChanged 47
		SP:Iteration 7Q (22583.280000 sec): 3 clusters
  Score: Raw -253991.696058 + Penalty 3647.128633 = -250344.567425
  nChanged 31
		SP:Iteration 8Q (22583.420000 sec): 3 clusters
  Score: Raw -254046.973135 + Penalty 3647.128633 = -250399.844502
  nChanged 24
		SP:Iteration 9Q (22583.560000 sec): 3 clusters
  Score: Raw -254083.184084 + Penalty 3647.128633 = -250436.055451
  nChanged 19
		SP:Iteration 10Q (22583.750000 sec): 3 clusters
  Score: Raw -254108.981872 + Penalty 3647.128633 = -250461.853240
  nChanged 15
		SP:Iteration 11Q (22583.860000 sec): 3 clusters
  Score: Raw -254126.365941 + Penalty 3647.128633 = -250479.237308
  nChanged 9
		SP:Iteration 12Q (22583.970000 sec): 3 clusters
  Score: Raw -254137.443320 + Penalty 3647.128633 = -250490.314688
  nChanged 4
		SP:Iteration 13Q (22584.140000 sec): 3 clusters
  Score: Raw -254142.375672 + Penalty 3647.128633 = -250495.247040
  nChanged 5
		SP:Iteration 14Q (22584.280000 sec): 3 clusters
  Score: Raw -254149.832950 + Penalty 3647.128633 = -250502.704318
  nChanged 5
		SP:Iteration 15Q (22584.400000 sec): 3 clusters
  Score: Raw -254159.684666 + Penalty 3647.128633 = -250512.556033
  nChanged 3
		SP:Iteration 16Q (22584.550000 sec): 3 clusters
  Score: Raw -254161.974840 + Penalty 3647.128633 = -250514.846207
  nChanged 3
		SP:Iteration 17Q (22584.730000 sec): 3 clusters
  Score: Raw -254166.151269 + Penalty 3647.128633 = -250519.022637
  nChanged 0
		SP:Iteration 18F (22584.910000 sec): 3 clusters
  Score: Raw -254166.151269 + Penalty 3647.128633 = -250519.022637
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22585.050000 sec): 2 clusters
  Score: Raw -163487.130539 + Penalty 1705.824964 = -161781.305575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22585.220000 sec): 3 clusters
  Score: Raw -163309.354818 + Penalty 3411.649928 = -159897.704890
  nChanged 233
		SP:Iteration 1F (22585.330000 sec): 3 clusters
  Score: Raw -163585.905078 + Penalty 3411.649928 = -160174.255149
  nChanged 62
		SP:Iteration 2F (22585.470000 sec): 3 clusters
  Score: Raw -163684.957425 + Penalty 3411.649928 = -160273.307496
  nChanged 28
		SP:Iteration 3Q (22585.550000 sec): 3 clusters
  Score: Raw -163731.648952 + Penalty 3411.649928 = -160319.999024
  nChanged 15
		SP:Iteration 4Q (22585.710000 sec): 3 clusters
  Score: Raw -163749.901485 + Penalty 3411.649928 = -160338.251557
  nChanged 10
		SP:Iteration 5Q (22585.820000 sec): 3 clusters
  Score: Raw -163763.758210 + Penalty 3411.649928 = -160352.108281
  nChanged 7
		SP:Iteration 6Q (22585.950000 sec): 3 clusters
  Score: Raw -163773.598291 + Penalty 3411.649928 = -160361.948362
  nChanged 7
		SP:Iteration 7Q (22586.080000 sec): 3 clusters
  Score: Raw -163779.173019 + Penalty 3411.649928 = -160367.523091
  nChanged 3
		SP:Iteration 8Q (22586.220000 sec): 3 clusters
  Score: Raw -163782.946716 + Penalty 3411.649928 = -160371.296788
  nChanged 1
		SP:Iteration 9Q (22586.380000 sec): 3 clusters
  Score: Raw -163784.894806 + Penalty 3411.649928 = -160373.244878
  nChanged 0
		SP:Iteration 10F (22586.550000 sec): 3 clusters
  Score: Raw -163784.894806 + Penalty 3411.649928 = -160373.244878
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22586.670000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22586.810000 sec): 3 clusters
  Score: Raw -76357.808658 + Penalty 3063.230166 = -73294.578492
  nChanged 88
		SP:Iteration 1F (22587.000000 sec): 3 clusters
  Score: Raw -76559.044884 + Penalty 3063.230166 = -73495.814718
  nChanged 29
		SP:Iteration 2F (22587.200000 sec): 3 clusters
  Score: Raw -76627.306229 + Penalty 3063.230166 = -73564.076063
  nChanged 6
		SP:Iteration 3Q (22587.290000 sec): 3 clusters
  Score: Raw -76638.478542 + Penalty 3063.230166 = -73575.248376
  nChanged 4
		SP:Iteration 4Q (22587.470000 sec): 3 clusters
  Score: Raw -76647.737017 + Penalty 3063.230166 = -73584.506851
  nChanged 2
		SP:Iteration 5Q (22587.600000 sec): 3 clusters
  Score: Raw -76655.916069 + Penalty 3063.230166 = -73592.685903
  nChanged 0
		SP:Iteration 6F (22587.720000 sec): 3 clusters
  Score: Raw -76655.916069 + Penalty 3063.230166 = -73592.685903
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22587.810000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22587.940000 sec): 3 clusters
  Score: Raw -38357.169651 + Penalty 2736.656637 = -35620.513015
  nChanged 15
		SP:Iteration 1F (22588.050000 sec): 3 clusters
  Score: Raw -38415.346274 + Penalty 2736.656637 = -35678.689638
  nChanged 4
		SP:Iteration 2Q (22588.220000 sec): 3 clusters
  Score: Raw -38440.580727 + Penalty 2736.656637 = -35703.924090
  nChanged 3
		SP:Iteration 3Q (22588.320000 sec): 3 clusters
  Score: Raw -38454.943534 + Penalty 2736.656637 = -35718.286897
  nChanged 2
		SP:Iteration 4Q (22588.410000 sec): 3 clusters
  Score: Raw -38468.799082 + Penalty 2736.656637 = -35732.142446
  nChanged 0
		SP:Iteration 5F (22588.500000 sec): 3 clusters
  Score: Raw -38468.799082 + Penalty 2736.656637 = -35732.142446
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22588.590000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22588.680000 sec): 3 clusters
  Score: Raw -39878.404232 + Penalty 2769.414169 = -37108.990063
  nChanged 33
		SP:Iteration 1F (22588.810000 sec): 3 clusters
  Score: Raw -39999.084603 + Penalty 2769.414169 = -37229.670434
  nChanged 10
		SP:Iteration 2Q (22588.950000 sec): 3 clusters
  Score: Raw -40034.830784 + Penalty 2769.414169 = -37265.416615
  nChanged 1
		SP:Iteration 3Q (22589.090000 sec): 3 clusters
  Score: Raw -40037.386559 + Penalty 2769.414169 = -37267.972390
  nChanged 1
		SP:Iteration 4Q (22589.210000 sec): 3 clusters
  Score: Raw -40039.756617 + Penalty 2769.414169 = -37270.342448
  nChanged 0
		SP:Iteration 5F (22589.400000 sec): 3 clusters
  Score: Raw -40039.756617 + Penalty 2769.414169 = -37270.342448
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22589.450000 sec): 2 clusters
  Score: Raw -396104.625132 + Penalty 1929.100277 = -394175.524855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22589.590000 sec): 3 clusters
  Score: Raw -395162.301208 + Penalty 3858.200553 = -391304.100655
  nChanged 837
		SP:Iteration 1F (22589.730000 sec): 3 clusters
  Score: Raw -395782.086496 + Penalty 3858.200553 = -391923.885943
  nChanged 207
		SP:Iteration 2F (22589.830000 sec): 3 clusters
  Score: Raw -395990.808841 + Penalty 3858.200553 = -392132.608288
  nChanged 152
		SP:Iteration 3F (22589.930000 sec): 3 clusters
  Score: Raw -396193.990014 + Penalty 3858.200553 = -392335.789460
  nChanged 140
		SP:Iteration 4F (22590.060000 sec): 3 clusters
  Score: Raw -396381.849667 + Penalty 3858.200553 = -392523.649114
  nChanged 138
		SP:Iteration 5F (22590.200000 sec): 3 clusters
  Score: Raw -396557.229739 + Penalty 3858.200553 = -392699.029186
  nChanged 101
		SP:Iteration 6Q (22590.330000 sec): 3 clusters
  Score: Raw -396681.466668 + Penalty 3858.200553 = -392823.266115
  nChanged 91
		SP:Iteration 7Q (22590.430000 sec): 3 clusters
  Score: Raw -396796.033065 + Penalty 3858.200553 = -392937.832512
  nChanged 78
		SP:Iteration 8Q (22590.570000 sec): 3 clusters
  Score: Raw -396880.812218 + Penalty 3858.200553 = -393022.611665
  nChanged 54
		SP:Iteration 9Q (22590.770000 sec): 3 clusters
  Score: Raw -396940.758043 + Penalty 3858.200553 = -393082.557490
  nChanged 45
		SP:Iteration 10Q (22590.910000 sec): 3 clusters
  Score: Raw -396991.891219 + Penalty 3858.200553 = -393133.690666
  nChanged 42
		SP:Iteration 11Q (22591.100000 sec): 3 clusters
  Score: Raw -397039.676442 + Penalty 3858.200553 = -393181.475889
  nChanged 33
		SP:Iteration 12Q (22591.220000 sec): 3 clusters
  Score: Raw -397066.331984 + Penalty 3858.200553 = -393208.131431
  nChanged 30
		SP:Iteration 13Q (22591.360000 sec): 3 clusters
  Score: Raw -397092.943411 + Penalty 3858.200553 = -393234.742858
  nChanged 24
		SP:Iteration 14Q (22591.490000 sec): 3 clusters
  Score: Raw -397115.044827 + Penalty 3858.200553 = -393256.844274
  nChanged 22
		SP:Iteration 15Q (22591.630000 sec): 3 clusters
  Score: Raw -397131.095048 + Penalty 3858.200553 = -393272.894495
  nChanged 15
		SP:Iteration 16Q (22591.790000 sec): 3 clusters
  Score: Raw -397146.266301 + Penalty 3858.200553 = -393288.065748
  nChanged 28
		SP:Iteration 17Q (22591.920000 sec): 3 clusters
  Score: Raw -397174.932305 + Penalty 3858.200553 = -393316.731752
  nChanged 29
		SP:Iteration 18Q (22592.080000 sec): 3 clusters
  Score: Raw -397208.945448 + Penalty 3858.200553 = -393350.744895
  nChanged 27
		SP:Iteration 19Q (22592.210000 sec): 3 clusters
  Score: Raw -397236.686028 + Penalty 3858.200553 = -393378.485475
  nChanged 24
		SP:Iteration 20F (22592.420000 sec): 3 clusters
  Score: Raw -397256.677774 + Penalty 3858.200553 = -393398.477221
  nChanged 24
		SP:Iteration 21Q (22592.610000 sec): 3 clusters
  Score: Raw -397275.192504 + Penalty 3858.200553 = -393416.991951
  nChanged 18
		SP:Iteration 22Q (22592.760000 sec): 3 clusters
  Score: Raw -397289.458633 + Penalty 3858.200553 = -393431.258080
  nChanged 19
		SP:Iteration 23Q (22592.980000 sec): 3 clusters
  Score: Raw -397300.614722 + Penalty 3858.200553 = -393442.414169
  nChanged 14
		SP:Iteration 24Q (22593.150000 sec): 3 clusters
  Score: Raw -397309.258924 + Penalty 3858.200553 = -393451.058371
  nChanged 14
		SP:Iteration 25Q (22593.320000 sec): 3 clusters
  Score: Raw -397317.712948 + Penalty 3858.200553 = -393459.512395
  nChanged 11
		SP:Iteration 26Q (22593.490000 sec): 3 clusters
  Score: Raw -397327.310239 + Penalty 3858.200553 = -393469.109686
  nChanged 14
		SP:Iteration 27Q (22593.610000 sec): 3 clusters
  Score: Raw -397339.261653 + Penalty 3858.200553 = -393481.061100
  nChanged 12
		SP:Iteration 28Q (22593.750000 sec): 3 clusters
  Score: Raw -397346.009796 + Penalty 3858.200553 = -393487.809243
  nChanged 8
		SP:Iteration 29Q (22593.850000 sec): 3 clusters
  Score: Raw -397352.935933 + Penalty 3858.200553 = -393494.735379
  nChanged 10
		SP:Iteration 30Q (22593.990000 sec): 3 clusters
  Score: Raw -397360.393423 + Penalty 3858.200553 = -393502.192870
  nChanged 9
		SP:Iteration 31Q (22594.150000 sec): 3 clusters
  Score: Raw -397366.028354 + Penalty 3858.200553 = -393507.827801
  nChanged 4
		SP:Iteration 32Q (22594.320000 sec): 3 clusters
  Score: Raw -397367.108304 + Penalty 3858.200553 = -393508.907751
  nChanged 1
		SP:Iteration 33Q (22594.460000 sec): 3 clusters
  Score: Raw -397367.259042 + Penalty 3858.200553 = -393509.058488
  nChanged 0
		SP:Iteration 34F (22594.570000 sec): 3 clusters
  Score: Raw -397367.259042 + Penalty 3858.200553 = -393509.058488
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22594.620000 sec): 2 clusters
  Score: Raw -77054.630022 + Penalty 1524.820137 = -75529.809885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22594.750000 sec): 3 clusters
  Score: Raw -77041.679144 + Penalty 3049.640275 = -73992.038869
  nChanged 67
		SP:Iteration 1F (22594.920000 sec): 3 clusters
  Score: Raw -77195.883415 + Penalty 3049.640275 = -74146.243140
  nChanged 24
		SP:Iteration 2F (22595.040000 sec): 3 clusters
  Score: Raw -77256.881353 + Penalty 3049.640275 = -74207.241078
  nChanged 13
		SP:Iteration 3Q (22595.130000 sec): 3 clusters
  Score: Raw -77287.069856 + Penalty 3049.640275 = -74237.429581
  nChanged 9
		SP:Iteration 4Q (22595.280000 sec): 3 clusters
  Score: Raw -77307.587780 + Penalty 3049.640275 = -74257.947505
  nChanged 5
		SP:Iteration 5Q (22595.420000 sec): 3 clusters
  Score: Raw -77320.099638 + Penalty 3049.640275 = -74270.459363
  nChanged 5
		SP:Iteration 6Q (22595.520000 sec): 3 clusters
  Score: Raw -77335.253262 + Penalty 3049.640275 = -74285.612987
  nChanged 4
		SP:Iteration 7Q (22595.650000 sec): 3 clusters
  Score: Raw -77344.525107 + Penalty 3049.640275 = -74294.884832
  nChanged 2
		SP:Iteration 8Q (22595.750000 sec): 3 clusters
  Score: Raw -77352.168557 + Penalty 3049.640275 = -74302.528283
  nChanged 1
		SP:Iteration 9Q (22595.880000 sec): 3 clusters
  Score: Raw -77353.862932 + Penalty 3049.640275 = -74304.222657
  nChanged 1
		SP:Iteration 10Q (22596.070000 sec): 3 clusters
  Score: Raw -77358.170743 + Penalty 3049.640275 = -74308.530468
  nChanged 0
		SP:Iteration 11F (22596.190000 sec): 3 clusters
  Score: Raw -77358.170743 + Penalty 3049.640275 = -74308.530468
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22596.290000 sec): 2 clusters
  Score: Raw -652359.840316 + Penalty 2036.851453 = -650322.988863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22596.470000 sec): 3 clusters
  Score: Raw -650716.635075 + Penalty 4073.702906 = -646642.932169
  nChanged 1350
		SP:Iteration 1F (22596.600000 sec): 3 clusters
  Score: Raw -651560.361590 + Penalty 4073.702906 = -647486.658684
  nChanged 279
		SP:Iteration 2F (22596.740000 sec): 3 clusters
  Score: Raw -651755.504766 + Penalty 4073.702906 = -647681.801860
  nChanged 168
		SP:Iteration 3Q (22596.880000 sec): 3 clusters
  Score: Raw -651862.092995 + Penalty 4073.702906 = -647788.390089
  nChanged 127
		SP:Iteration 4Q (22597.010000 sec): 3 clusters
  Score: Raw -651947.240007 + Penalty 4073.702906 = -647873.537101
  nChanged 111
		SP:Iteration 5Q (22597.150000 sec): 3 clusters
  Score: Raw -652010.593282 + Penalty 4073.702906 = -647936.890376
  nChanged 95
		SP:Iteration 6Q (22597.370000 sec): 3 clusters
  Score: Raw -652067.585201 + Penalty 4073.702906 = -647993.882295
  nChanged 85
		SP:Iteration 7Q (22597.520000 sec): 3 clusters
  Score: Raw -652120.157109 + Penalty 4073.702906 = -648046.454203
  nChanged 78
		SP:Iteration 8Q (22597.640000 sec): 3 clusters
  Score: Raw -652165.394688 + Penalty 4073.702906 = -648091.691782
  nChanged 68
		SP:Iteration 9Q (22597.780000 sec): 3 clusters
  Score: Raw -652200.461743 + Penalty 4073.702906 = -648126.758837
  nChanged 58
		SP:Iteration 10Q (22597.950000 sec): 3 clusters
  Score: Raw -652236.708647 + Penalty 4073.702906 = -648163.005741
  nChanged 64
		SP:Iteration 11Q (22598.140000 sec): 3 clusters
  Score: Raw -652269.519906 + Penalty 4073.702906 = -648195.817000
  nChanged 67
		SP:Iteration 12Q (22598.300000 sec): 3 clusters
  Score: Raw -652304.628423 + Penalty 4073.702906 = -648230.925517
  nChanged 67
		SP:Iteration 13Q (22598.530000 sec): 3 clusters
  Score: Raw -652358.858361 + Penalty 4073.702906 = -648285.155455
  nChanged 81
		SP:Iteration 14Q (22598.670000 sec): 3 clusters
  Score: Raw -652424.077256 + Penalty 4073.702906 = -648350.374350
  nChanged 96
		SP:Iteration 15Q (22598.830000 sec): 3 clusters
  Score: Raw -652505.799537 + Penalty 4073.702906 = -648432.096631
  nChanged 98
		SP:Iteration 16Q (22598.990000 sec): 3 clusters
  Score: Raw -652595.403252 + Penalty 4073.702906 = -648521.700346
  nChanged 95
		SP:Iteration 17Q (22599.160000 sec): 3 clusters
  Score: Raw -652672.869321 + Penalty 4073.702906 = -648599.166415
  nChanged 90
		SP:Iteration 18Q (22599.310000 sec): 3 clusters
  Score: Raw -652743.198942 + Penalty 4073.702906 = -648669.496036
  nChanged 86
		SP:Iteration 19Q (22599.480000 sec): 3 clusters
  Score: Raw -652819.463011 + Penalty 4073.702906 = -648745.760105
  nChanged 76
		SP:Iteration 20F (22599.710000 sec): 3 clusters
  Score: Raw -652874.300956 + Penalty 4073.702906 = -648800.598050
  nChanged 68
		SP:Iteration 21Q (22599.870000 sec): 3 clusters
  Score: Raw -652926.320984 + Penalty 4073.702906 = -648852.618078
  nChanged 62
		SP:Iteration 22Q (22600.050000 sec): 3 clusters
  Score: Raw -652965.287877 + Penalty 4073.702906 = -648891.584971
  nChanged 41
		SP:Iteration 23Q (22600.230000 sec): 3 clusters
  Score: Raw -652987.842180 + Penalty 4073.702906 = -648914.139274
  nChanged 32
		SP:Iteration 24Q (22600.410000 sec): 3 clusters
  Score: Raw -653004.114351 + Penalty 4073.702906 = -648930.411445
  nChanged 27
		SP:Iteration 25Q (22600.640000 sec): 3 clusters
  Score: Raw -653017.814339 + Penalty 4073.702906 = -648944.111433
  nChanged 27
		SP:Iteration 26Q (22600.820000 sec): 3 clusters
  Score: Raw -653032.249645 + Penalty 4073.702906 = -648958.546739
  nChanged 21
		SP:Iteration 27Q (22601.000000 sec): 3 clusters
  Score: Raw -653041.188915 + Penalty 4073.702906 = -648967.486009
  nChanged 11
		SP:Iteration 28Q (22601.180000 sec): 3 clusters
  Score: Raw -653045.341501 + Penalty 4073.702906 = -648971.638595
  nChanged 11
		SP:Iteration 29Q (22601.400000 sec): 3 clusters
  Score: Raw -653050.150709 + Penalty 4073.702906 = -648976.447803
  nChanged 8
		SP:Iteration 30Q (22601.590000 sec): 3 clusters
  Score: Raw -653052.730697 + Penalty 4073.702906 = -648979.027791
  nChanged 3
		SP:Iteration 31Q (22601.720000 sec): 3 clusters
  Score: Raw -653053.854196 + Penalty 4073.702906 = -648980.151290
  nChanged 1
		SP:Iteration 32Q (22601.920000 sec): 3 clusters
  Score: Raw -653054.121637 + Penalty 4073.702906 = -648980.418731
  nChanged 2
		SP:Iteration 33Q (22602.140000 sec): 3 clusters
  Score: Raw -653054.767300 + Penalty 4073.702906 = -648981.064394
  nChanged 3
		SP:Iteration 34Q (22602.300000 sec): 3 clusters
  Score: Raw -653056.452743 + Penalty 4073.702906 = -648982.749837
  nChanged 3
		SP:Iteration 35Q (22602.510000 sec): 3 clusters
  Score: Raw -653057.095899 + Penalty 4073.702906 = -648983.392993
  nChanged 1
		SP:Iteration 36Q (22602.670000 sec): 3 clusters
  Score: Raw -653057.285138 + Penalty 4073.702906 = -648983.582232
  nChanged 1
		SP:Iteration 37Q (22602.830000 sec): 3 clusters
  Score: Raw -653057.714045 + Penalty 4073.702906 = -648984.011139
  nChanged 0
		SP:Iteration 38F (22602.990000 sec): 3 clusters
  Score: Raw -653057.714045 + Penalty 4073.702906 = -648984.011139
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22603.060000 sec): 2 clusters
  Score: Raw -192203.438546 + Penalty 1747.784271 = -190455.654275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22603.220000 sec): 3 clusters
  Score: Raw -191931.721053 + Penalty 3495.568542 = -188436.152512
  nChanged 311
		SP:Iteration 1F (22603.380000 sec): 3 clusters
  Score: Raw -192262.886595 + Penalty 3495.568542 = -188767.318053
  nChanged 79
		SP:Iteration 2F (22603.550000 sec): 3 clusters
  Score: Raw -192410.665736 + Penalty 3495.568542 = -188915.097195
  nChanged 51
		SP:Iteration 3Q (22603.710000 sec): 3 clusters
  Score: Raw -192513.947168 + Penalty 3495.568542 = -189018.378626
  nChanged 41
		SP:Iteration 4Q (22603.870000 sec): 3 clusters
  Score: Raw -192595.186512 + Penalty 3495.568542 = -189099.617971
  nChanged 35
		SP:Iteration 5Q (22604.020000 sec): 3 clusters
  Score: Raw -192677.878461 + Penalty 3495.568542 = -189182.309919
  nChanged 39
		SP:Iteration 6Q (22604.190000 sec): 3 clusters
  Score: Raw -192739.162314 + Penalty 3495.568542 = -189243.593772
  nChanged 26
		SP:Iteration 7Q (22604.360000 sec): 3 clusters
  Score: Raw -192784.155505 + Penalty 3495.568542 = -189288.586963
  nChanged 19
		SP:Iteration 8Q (22604.530000 sec): 3 clusters
  Score: Raw -192804.050817 + Penalty 3495.568542 = -189308.482276
  nChanged 6
		SP:Iteration 9Q (22604.700000 sec): 3 clusters
  Score: Raw -192808.463024 + Penalty 3495.568542 = -189312.894482
  nChanged 5
		SP:Iteration 10Q (22604.850000 sec): 3 clusters
  Score: Raw -192815.671526 + Penalty 3495.568542 = -189320.102984
  nChanged 10
		SP:Iteration 11Q (22604.990000 sec): 3 clusters
  Score: Raw -192831.718557 + Penalty 3495.568542 = -189336.150015
  nChanged 9
		SP:Iteration 12Q (22605.180000 sec): 3 clusters
  Score: Raw -192844.869970 + Penalty 3495.568542 = -189349.301428
  nChanged 11
		SP:Iteration 13Q (22605.320000 sec): 3 clusters
  Score: Raw -192863.878740 + Penalty 3495.568542 = -189368.310198
  nChanged 13
		SP:Iteration 14Q (22605.490000 sec): 3 clusters
  Score: Raw -192888.550021 + Penalty 3495.568542 = -189392.981479
  nChanged 13
		SP:Iteration 15Q (22605.660000 sec): 3 clusters
  Score: Raw -192905.934423 + Penalty 3495.568542 = -189410.365881
  nChanged 8
		SP:Iteration 16Q (22605.850000 sec): 3 clusters
  Score: Raw -192915.336991 + Penalty 3495.568542 = -189419.768449
  nChanged 4
		SP:Iteration 17Q (22605.970000 sec): 3 clusters
  Score: Raw -192920.507714 + Penalty 3495.568542 = -189424.939173
  nChanged 4
		SP:Iteration 18Q (22606.150000 sec): 3 clusters
  Score: Raw -192930.114741 + Penalty 3495.568542 = -189434.546199
  nChanged 3
		SP:Iteration 19Q (22606.320000 sec): 3 clusters
  Score: Raw -192938.017348 + Penalty 3495.568542 = -189442.448806
  nChanged 7
		SP:Iteration 20F (22606.450000 sec): 3 clusters
  Score: Raw -192952.058714 + Penalty 3495.568542 = -189456.490172
  nChanged 7
		SP:Iteration 21Q (22606.610000 sec): 3 clusters
  Score: Raw -192961.810353 + Penalty 3495.568542 = -189466.241811
  nChanged 2
		SP:Iteration 22Q (22606.790000 sec): 3 clusters
  Score: Raw -192964.056665 + Penalty 3495.568542 = -189468.488123
  nChanged 4
		SP:Iteration 23Q (22606.930000 sec): 3 clusters
  Score: Raw -192968.009079 + Penalty 3495.568542 = -189472.440537
  nChanged 4
		SP:Iteration 24Q (22607.110000 sec): 3 clusters
  Score: Raw -192972.815292 + Penalty 3495.568542 = -189477.246751
  nChanged 0
		SP:Iteration 25F (22607.240000 sec): 3 clusters
  Score: Raw -192972.815292 + Penalty 3495.568542 = -189477.246751
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22607.310000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22607.430000 sec): 3 clusters
  Score: Raw -20973.116377 + Penalty 2458.090221 = -18515.026157
  nChanged 8
		SP:Iteration 1F (22607.580000 sec): 3 clusters
  Score: Raw -21011.497652 + Penalty 2458.090221 = -18553.407432
  nChanged 3
		SP:Iteration 2Q (22607.750000 sec): 3 clusters
  Score: Raw -21025.809854 + Penalty 2458.090221 = -18567.719634
  nChanged 1
		SP:Iteration 3Q (22607.920000 sec): 3 clusters
  Score: Raw -21032.052051 + Penalty 2458.090221 = -18573.961830
  nChanged 0
		SP:Iteration 4F (22608.000000 sec): 3 clusters
  Score: Raw -21032.052051 + Penalty 2458.090221 = -18573.961830
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22608.080000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22608.240000 sec): 3 clusters
  Score: Raw -52791.124195 + Penalty 2857.977486 = -49933.146709
  nChanged 27
		SP:Iteration 1F (22608.380000 sec): 3 clusters
  Score: Raw -52867.381649 + Penalty 2857.977486 = -50009.404163
  nChanged 7
		SP:Iteration 2Q (22608.530000 sec): 3 clusters
  Score: Raw -52893.487497 + Penalty 2857.977486 = -50035.510011
  nChanged 6
		SP:Iteration 3Q (22608.650000 sec): 3 clusters
  Score: Raw -52917.673544 + Penalty 2857.977486 = -50059.696058
  nChanged 3
		SP:Iteration 4Q (22608.810000 sec): 3 clusters
  Score: Raw -52927.667797 + Penalty 2857.977486 = -50069.690311
  nChanged 4
		SP:Iteration 5Q (22608.990000 sec): 3 clusters
  Score: Raw -52936.929748 + Penalty 2857.977486 = -50078.952262
  nChanged 1
		SP:Iteration 6Q (22609.130000 sec): 3 clusters
  Score: Raw -52943.239792 + Penalty 2857.977486 = -50085.262306
  nChanged 0
		SP:Iteration 7F (22609.290000 sec): 3 clusters
  Score: Raw -52943.239792 + Penalty 2857.977486 = -50085.262306
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22609.380000 sec): 2 clusters
  Score: Raw -152063.128233 + Penalty 1692.983215 = -150370.145017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22609.520000 sec): 3 clusters
  Score: Raw -151908.392486 + Penalty 3385.966431 = -148522.426055
  nChanged 240
		SP:Iteration 1F (22609.660000 sec): 3 clusters
  Score: Raw -152182.091123 + Penalty 3385.966431 = -148796.124692
  nChanged 74
		SP:Iteration 2F (22609.810000 sec): 3 clusters
  Score: Raw -152301.153329 + Penalty 3385.966431 = -148915.186898
  nChanged 67
		SP:Iteration 3F (22609.990000 sec): 3 clusters
  Score: Raw -152497.500652 + Penalty 3385.966431 = -149111.534221
  nChanged 58
		SP:Iteration 4F (22610.140000 sec): 3 clusters
  Score: Raw -152707.031531 + Penalty 3385.966431 = -149321.065100
  nChanged 57
		SP:Iteration 5F (22610.300000 sec): 3 clusters
  Score: Raw -152878.671200 + Penalty 3385.966431 = -149492.704769
  nChanged 42
		SP:Iteration 6Q (22610.420000 sec): 3 clusters
  Score: Raw -153041.527891 + Penalty 3385.966431 = -149655.561460
  nChanged 40
		SP:Iteration 7Q (22610.450000 sec): 3 clusters
  Score: Raw -153192.068775 + Penalty 3385.966431 = -149806.102344
  nChanged 28
		SP:Iteration 8Q (22610.580000 sec): 3 clusters
  Score: Raw -153311.857431 + Penalty 3385.966431 = -149925.891000
  nChanged 25
		SP:Iteration 9Q (22610.740000 sec): 3 clusters
  Score: Raw -153392.677260 + Penalty 3385.966431 = -150006.710830
  nChanged 26
		SP:Iteration 10Q (22610.910000 sec): 3 clusters
  Score: Raw -153474.131825 + Penalty 3385.966431 = -150088.165395
  nChanged 23
		SP:Iteration 11Q (22611.100000 sec): 3 clusters
  Score: Raw -153546.338963 + Penalty 3385.966431 = -150160.372532
  nChanged 24
		SP:Iteration 12Q (22611.240000 sec): 3 clusters
  Score: Raw -153612.046479 + Penalty 3385.966431 = -150226.080049
  nChanged 13
		SP:Iteration 13Q (22611.430000 sec): 3 clusters
  Score: Raw -153650.890596 + Penalty 3385.966431 = -150264.924165
  nChanged 12
		SP:Iteration 14Q (22611.570000 sec): 3 clusters
  Score: Raw -153681.738569 + Penalty 3385.966431 = -150295.772138
  nChanged 16
		SP:Iteration 15Q (22611.670000 sec): 3 clusters
  Score: Raw -153735.641235 + Penalty 3385.966431 = -150349.674804
  nChanged 15
		SP:Iteration 16Q (22611.830000 sec): 3 clusters
  Score: Raw -153777.342090 + Penalty 3385.966431 = -150391.375659
  nChanged 8
		SP:Iteration 17Q (22611.990000 sec): 3 clusters
  Score: Raw -153797.707512 + Penalty 3385.966431 = -150411.741081
  nChanged 10
		SP:Iteration 18Q (22612.160000 sec): 3 clusters
  Score: Raw -153820.917004 + Penalty 3385.966431 = -150434.950573
  nChanged 6
		SP:Iteration 19Q (22612.320000 sec): 3 clusters
  Score: Raw -153835.032665 + Penalty 3385.966431 = -150449.066234
  nChanged 4
		SP:Iteration 20F (22612.470000 sec): 3 clusters
  Score: Raw -153843.216153 + Penalty 3385.966431 = -150457.249722
  nChanged 2
		SP:Iteration 21Q (22612.620000 sec): 3 clusters
  Score: Raw -153846.325023 + Penalty 3385.966431 = -150460.358592
  nChanged 3
		SP:Iteration 22Q (22612.790000 sec): 3 clusters
  Score: Raw -153854.268750 + Penalty 3385.966431 = -150468.302319
  nChanged 3
		SP:Iteration 23Q (22612.950000 sec): 3 clusters
  Score: Raw -153863.053551 + Penalty 3385.966431 = -150477.087121
  nChanged 4
		SP:Iteration 24Q (22613.110000 sec): 3 clusters
  Score: Raw -153872.090606 + Penalty 3385.966431 = -150486.124175
  nChanged 6
		SP:Iteration 25Q (22613.270000 sec): 3 clusters
  Score: Raw -153885.800205 + Penalty 3385.966431 = -150499.833774
  nChanged 1
		SP:Iteration 26Q (22613.450000 sec): 3 clusters
  Score: Raw -153888.056984 + Penalty 3385.966431 = -150502.090553
  nChanged 1
		SP:Iteration 27Q (22613.580000 sec): 3 clusters
  Score: Raw -153889.591283 + Penalty 3385.966431 = -150503.624852
  nChanged 1
		SP:Iteration 28Q (22613.670000 sec): 3 clusters
  Score: Raw -153891.819783 + Penalty 3385.966431 = -150505.853352
  nChanged 1
		SP:Iteration 29Q (22613.690000 sec): 3 clusters
  Score: Raw -153893.674893 + Penalty 3385.966431 = -150507.708462
  nChanged 2
		SP:Iteration 30Q (22613.850000 sec): 3 clusters
  Score: Raw -153897.288263 + Penalty 3385.966431 = -150511.321832
  nChanged 2
		SP:Iteration 31Q (22614.020000 sec): 3 clusters
  Score: Raw -153900.148002 + Penalty 3385.966431 = -150514.181572
  nChanged 1
		SP:Iteration 32Q (22614.180000 sec): 3 clusters
  Score: Raw -153904.057506 + Penalty 3385.966431 = -150518.091076
  nChanged 1
		SP:Iteration 33Q (22614.360000 sec): 3 clusters
  Score: Raw -153906.103737 + Penalty 3385.966431 = -150520.137306
  nChanged 0
		SP:Iteration 34F (22614.550000 sec): 3 clusters
  Score: Raw -153906.103737 + Penalty 3385.966431 = -150520.137306
  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 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22614.640000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22614.760000 sec): 3 clusters
  Score: Raw -95269.439799 + Penalty 3168.726457 = -92100.713342
  nChanged 136
		SP:Iteration 1F (22614.930000 sec): 3 clusters
  Score: Raw -95566.080432 + Penalty 3168.726457 = -92397.353975
  nChanged 30
		SP:Iteration 2F (22615.090000 sec): 3 clusters
  Score: Raw -95674.580834 + Penalty 3168.726457 = -92505.854377
  nChanged 16
		SP:Iteration 3Q (22615.280000 sec): 3 clusters
  Score: Raw -95742.953611 + Penalty 3168.726457 = -92574.227154
  nChanged 16
		SP:Iteration 4Q (22615.430000 sec): 3 clusters
  Score: Raw -95785.184360 + Penalty 3168.726457 = -92616.457903
  nChanged 8
		SP:Iteration 5Q (22615.560000 sec): 3 clusters
  Score: Raw -95799.392264 + Penalty 3168.726457 = -92630.665807
  nChanged 6
		SP:Iteration 6Q (22615.690000 sec): 3 clusters
  Score: Raw -95810.465892 + Penalty 3168.726457 = -92641.739435
  nChanged 6
		SP:Iteration 7Q (22615.840000 sec): 3 clusters
  Score: Raw -95820.025970 + Penalty 3168.726457 = -92651.299513
  nChanged 3
		SP:Iteration 8Q (22615.990000 sec): 3 clusters
  Score: Raw -95824.260066 + Penalty 3168.726457 = -92655.533608
  nChanged 0
		SP:Iteration 9F (22616.150000 sec): 3 clusters
  Score: Raw -95824.260066 + Penalty 3168.726457 = -92655.533608
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22616.200000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22616.340000 sec): 3 clusters
  Score: Raw -43750.632169 + Penalty 2787.718829 = -40962.913340
  nChanged 48
		SP:Iteration 1F (22616.500000 sec): 3 clusters
  Score: Raw -43888.399672 + Penalty 2787.718829 = -41100.680842
  nChanged 14
		SP:Iteration 2F (22616.660000 sec): 3 clusters
  Score: Raw -43936.598417 + Penalty 2787.718829 = -41148.879588
  nChanged 7
		SP:Iteration 3Q (22616.810000 sec): 3 clusters
  Score: Raw -43988.352775 + Penalty 2787.718829 = -41200.633946
  nChanged 7
		SP:Iteration 4Q (22616.970000 sec): 3 clusters
  Score: Raw -44006.528360 + Penalty 2787.718829 = -41218.809530
  nChanged 5
		SP:Iteration 5Q (22617.130000 sec): 3 clusters
  Score: Raw -44026.066121 + Penalty 2787.718829 = -41238.347291
  nChanged 3
		SP:Iteration 6Q (22617.300000 sec): 3 clusters
  Score: Raw -44045.172659 + Penalty 2787.718829 = -41257.453829
  nChanged 1
		SP:Iteration 7Q (22617.430000 sec): 3 clusters
  Score: Raw -44048.125505 + Penalty 2787.718829 = -41260.406676
  nChanged 0
		SP:Iteration 8F (22617.520000 sec): 3 clusters
  Score: Raw -44048.125505 + Penalty 2787.718829 = -41260.406676
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22617.570000 sec): 2 clusters
  Score: Raw -18214.487408 + Penalty 1195.429828 = -17019.057580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22617.710000 sec): 3 clusters
  Score: Raw -19277.550700 + Penalty 2390.859657 = -16886.691043
  nChanged 31
		SP:Iteration 1F (22617.780000 sec): 2 clusters
  Score: Raw 2367342.809458 + Penalty 1195.429828 = 2368538.239286
  nChanged 30
		SP:Iteration 2F (22617.860000 sec): 2 clusters
  Score: Raw -18214.487408 + Penalty 1195.429828 = -17019.057580
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22617.940000 sec): 2 clusters
  Score: Raw -49231.513091 + Penalty 1466.548745 = -47764.964345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22618.100000 sec): 3 clusters
  Score: Raw -49683.299558 + Penalty 2933.097491 = -46750.202068
  nChanged 88
		SP:Iteration 1F (22618.290000 sec): 3 clusters
  Score: Raw -49943.908346 + Penalty 2933.097491 = -47010.810855
  nChanged 32
		SP:Iteration 2F (22618.430000 sec): 3 clusters
  Score: Raw -50068.469358 + Penalty 2933.097491 = -47135.371867
  nChanged 23
		SP:Iteration 3F (22618.600000 sec): 3 clusters
  Score: Raw -50143.078920 + Penalty 2933.097491 = -47209.981429
  nChanged 7
		SP:Iteration 4Q (22618.740000 sec): 3 clusters
  Score: Raw -50170.498016 + Penalty 2933.097491 = -47237.400525
  nChanged 3
		SP:Iteration 5Q (22618.890000 sec): 3 clusters
  Score: Raw -50196.886996 + Penalty 2933.097491 = -47263.789505
  nChanged 4
		SP:Iteration 6Q (22619.090000 sec): 3 clusters
  Score: Raw -50216.820905 + Penalty 2933.097491 = -47283.723414
  nChanged 3
		SP:Iteration 7Q (22619.250000 sec): 3 clusters
  Score: Raw -50226.123237 + Penalty 2933.097491 = -47293.025746
  nChanged 1
		SP:Iteration 8Q (22619.370000 sec): 3 clusters
  Score: Raw -50229.402904 + Penalty 2933.097491 = -47296.305414
  nChanged 1
		SP:Iteration 9Q (22619.530000 sec): 3 clusters
  Score: Raw -50232.634577 + Penalty 2933.097491 = -47299.537086
  nChanged 3
		SP:Iteration 10Q (22619.680000 sec): 3 clusters
  Score: Raw -50243.904773 + Penalty 2933.097491 = -47310.807283
  nChanged 1
		SP:Iteration 11Q (22619.810000 sec): 3 clusters
  Score: Raw -50250.464811 + Penalty 2933.097491 = -47317.367320
  nChanged 1
		SP:Iteration 12Q (22619.940000 sec): 3 clusters
  Score: Raw -50254.997796 + Penalty 2933.097491 = -47321.900305
  nChanged 1
		SP:Iteration 13Q (22620.070000 sec): 3 clusters
  Score: Raw -50259.739243 + Penalty 2933.097491 = -47326.641752
  nChanged 1
		SP:Iteration 14Q (22620.230000 sec): 3 clusters
  Score: Raw -50261.620192 + Penalty 2933.097491 = -47328.522701
  nChanged 0
		SP:Iteration 15F (22620.400000 sec): 3 clusters
  Score: Raw -50261.620192 + Penalty 2933.097491 = -47328.522701
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22620.480000 sec): 2 clusters
  Score: Raw -84938.229178 + Penalty 1585.195444 = -83353.033734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22620.690000 sec): 3 clusters
  Score: Raw -84967.988298 + Penalty 3170.390888 = -81797.597410
  nChanged 133
		SP:Iteration 1F (22620.810000 sec): 3 clusters
  Score: Raw -85184.884309 + Penalty 3170.390888 = -82014.493420
  nChanged 26
		SP:Iteration 2Q (22620.970000 sec): 3 clusters
  Score: Raw -85241.118169 + Penalty 3170.390888 = -82070.727280
  nChanged 15
		SP:Iteration 3Q (22621.150000 sec): 3 clusters
  Score: Raw -85281.531889 + Penalty 3170.390888 = -82111.141001
  nChanged 12
		SP:Iteration 4Q (22621.310000 sec): 3 clusters
  Score: Raw -85297.194320 + Penalty 3170.390888 = -82126.803431
  nChanged 11
		SP:Iteration 5Q (22621.470000 sec): 3 clusters
  Score: Raw -85319.169298 + Penalty 3170.390888 = -82148.778410
  nChanged 14
		SP:Iteration 6Q (22621.650000 sec): 3 clusters
  Score: Raw -85371.463252 + Penalty 3170.390888 = -82201.072364
  nChanged 15
		SP:Iteration 7Q (22621.790000 sec): 3 clusters
  Score: Raw -85395.681282 + Penalty 3170.390888 = -82225.290394
  nChanged 13
		SP:Iteration 8Q (22621.940000 sec): 3 clusters
  Score: Raw -85422.625339 + Penalty 3170.390888 = -82252.234451
  nChanged 12
		SP:Iteration 9Q (22622.160000 sec): 3 clusters
  Score: Raw -85461.410147 + Penalty 3170.390888 = -82291.019259
  nChanged 10
		SP:Iteration 10Q (22622.280000 sec): 3 clusters
  Score: Raw -85497.280600 + Penalty 3170.390888 = -82326.889712
  nChanged 14
		SP:Iteration 11Q (22622.430000 sec): 3 clusters
  Score: Raw -85528.903753 + Penalty 3170.390888 = -82358.512865
  nChanged 8
		SP:Iteration 12Q (22622.590000 sec): 3 clusters
  Score: Raw -85548.377339 + Penalty 3170.390888 = -82377.986451
  nChanged 7
		SP:Iteration 13Q (22622.750000 sec): 3 clusters
  Score: Raw -85580.400017 + Penalty 3170.390888 = -82410.009129
  nChanged 9
		SP:Iteration 14Q (22622.900000 sec): 3 clusters
  Score: Raw -85605.091978 + Penalty 3170.390888 = -82434.701089
  nChanged 8
		SP:Iteration 15Q (22623.100000 sec): 3 clusters
  Score: Raw -85626.461059 + Penalty 3170.390888 = -82456.070171
  nChanged 6
		SP:Iteration 16Q (22623.260000 sec): 3 clusters
  Score: Raw -85644.392488 + Penalty 3170.390888 = -82474.001600
  nChanged 7
		SP:Iteration 17Q (22623.440000 sec): 3 clusters
  Score: Raw -85670.122273 + Penalty 3170.390888 = -82499.731385
  nChanged 8
		SP:Iteration 18Q (22623.600000 sec): 3 clusters
  Score: Raw -85696.641618 + Penalty 3170.390888 = -82526.250729
  nChanged 9
		SP:Iteration 19Q (22623.760000 sec): 3 clusters
  Score: Raw -85721.942578 + Penalty 3170.390888 = -82551.551689
  nChanged 8
		SP:Iteration 20F (22623.940000 sec): 3 clusters
  Score: Raw -85771.198981 + Penalty 3170.390888 = -82600.808093
  nChanged 11
		SP:Iteration 21Q (22624.120000 sec): 3 clusters
  Score: Raw -85828.654668 + Penalty 3170.390888 = -82658.263780
  nChanged 9
		SP:Iteration 22Q (22624.260000 sec): 3 clusters
  Score: Raw -85876.754850 + Penalty 3170.390888 = -82706.363961
  nChanged 10
		SP:Iteration 23Q (22624.410000 sec): 3 clusters
  Score: Raw -85927.192458 + Penalty 3170.390888 = -82756.801570
  nChanged 11
		SP:Iteration 24Q (22624.570000 sec): 3 clusters
  Score: Raw -85988.493173 + Penalty 3170.390888 = -82818.102284
  nChanged 12
		SP:Iteration 25Q (22624.740000 sec): 3 clusters
  Score: Raw -86031.681826 + Penalty 3170.390888 = -82861.290938
  nChanged 5
		SP:Iteration 26Q (22624.900000 sec): 3 clusters
  Score: Raw -86051.833759 + Penalty 3170.390888 = -82881.442871
  nChanged 5
		SP:Iteration 27Q (22625.090000 sec): 3 clusters
  Score: Raw -86073.525476 + Penalty 3170.390888 = -82903.134588
  nChanged 5
		SP:Iteration 28Q (22625.250000 sec): 3 clusters
  Score: Raw -86091.270972 + Penalty 3170.390888 = -82920.880084
  nChanged 5
		SP:Iteration 29Q (22625.410000 sec): 3 clusters
  Score: Raw -86104.241892 + Penalty 3170.390888 = -82933.851003
  nChanged 5
		SP:Iteration 30Q (22625.570000 sec): 3 clusters
  Score: Raw -86134.547329 + Penalty 3170.390888 = -82964.156441
  nChanged 6
		SP:Iteration 31Q (22625.780000 sec): 3 clusters
  Score: Raw -86157.242299 + Penalty 3170.390888 = -82986.851410
  nChanged 3
		SP:Iteration 32Q (22625.920000 sec): 3 clusters
  Score: Raw -86174.209913 + Penalty 3170.390888 = -83003.819025
  nChanged 1
		SP:Iteration 33Q (22626.080000 sec): 3 clusters
  Score: Raw -86190.661330 + Penalty 3170.390888 = -83020.270442
  nChanged 5
		SP:Iteration 34Q (22626.220000 sec): 3 clusters
  Score: Raw -86201.122578 + Penalty 3170.390888 = -83030.731690
  nChanged 3
		SP:Iteration 35Q (22626.390000 sec): 3 clusters
  Score: Raw -86212.207779 + Penalty 3170.390888 = -83041.816891
  nChanged 3
		SP:Iteration 36Q (22626.600000 sec): 3 clusters
  Score: Raw -86221.919669 + Penalty 3170.390888 = -83051.528781
  nChanged 1
		SP:Iteration 37Q (22626.750000 sec): 3 clusters
  Score: Raw -86226.584816 + Penalty 3170.390888 = -83056.193928
  nChanged 1
		SP:Iteration 38Q (22626.920000 sec): 3 clusters
  Score: Raw -86230.676305 + Penalty 3170.390888 = -83060.285417
  nChanged 1
		SP:Iteration 39Q (22627.040000 sec): 3 clusters
  Score: Raw -86232.003663 + Penalty 3170.390888 = -83061.612775
  nChanged 2
		SP:Iteration 40F (22627.160000 sec): 3 clusters
  Score: Raw -86239.718370 + Penalty 3170.390888 = -83069.327482
  nChanged 3
		SP:Iteration 41Q (22627.310000 sec): 3 clusters
  Score: Raw -86254.035641 + Penalty 3170.390888 = -83083.644752
  nChanged 4
		SP:Iteration 42Q (22627.470000 sec): 3 clusters
  Score: Raw -86269.198469 + Penalty 3170.390888 = -83098.807581
  nChanged 4
		SP:Iteration 43Q (22627.630000 sec): 3 clusters
  Score: Raw -86278.945809 + Penalty 3170.390888 = -83108.554921
  nChanged 1
		SP:Iteration 44Q (22627.800000 sec): 3 clusters
  Score: Raw -86284.472577 + Penalty 3170.390888 = -83114.081689
  nChanged 1
		SP:Iteration 45Q (22627.980000 sec): 3 clusters
  Score: Raw -86290.719507 + Penalty 3170.390888 = -83120.328618
  nChanged 3
		SP:Iteration 46Q (22628.110000 sec): 3 clusters
  Score: Raw -86304.772315 + Penalty 3170.390888 = -83134.381427
  nChanged 5
		SP:Iteration 47Q (22628.280000 sec): 3 clusters
  Score: Raw -86321.629160 + Penalty 3170.390888 = -83151.238272
  nChanged 2
		SP:Iteration 48Q (22628.410000 sec): 3 clusters
  Score: Raw -86326.917332 + Penalty 3170.390888 = -83156.526444
  nChanged 3
		SP:Iteration 49Q (22628.570000 sec): 3 clusters
  Score: Raw -86334.856226 + Penalty 3170.390888 = -83164.465338
  nChanged 5
		SP:Iteration 50Q (22628.740000 sec): 3 clusters
  Score: Raw -86349.624343 + Penalty 3170.390888 = -83179.233455
  nChanged 4
		SP:Iteration 51Q (22628.870000 sec): 3 clusters
  Score: Raw -86360.180926 + Penalty 3170.390888 = -83189.790038
  nChanged 1
		SP:Iteration 52Q (22629.050000 sec): 3 clusters
  Score: Raw -86368.156644 + Penalty 3170.390888 = -83197.765756
  nChanged 5
		SP:Iteration 53Q (22629.180000 sec): 3 clusters
  Score: Raw -86396.774599 + Penalty 3170.390888 = -83226.383711
  nChanged 6
		SP:Iteration 54Q (22629.340000 sec): 3 clusters
  Score: Raw -86433.214997 + Penalty 3170.390888 = -83262.824109
  nChanged 4
		SP:Iteration 55Q (22629.500000 sec): 3 clusters
  Score: Raw -86456.193913 + Penalty 3170.390888 = -83285.803024
  nChanged 6
		SP:Iteration 56Q (22629.680000 sec): 3 clusters
  Score: Raw -86498.836011 + Penalty 3170.390888 = -83328.445122
  nChanged 2
		SP:Iteration 57Q (22629.860000 sec): 3 clusters
  Score: Raw -86503.470516 + Penalty 3170.390888 = -83333.079628
  nChanged 1
		SP:Iteration 58Q (22630.000000 sec): 3 clusters
  Score: Raw -86505.844400 + Penalty 3170.390888 = -83335.453512
  nChanged 0
		SP:Iteration 59F (22630.160000 sec): 3 clusters
  Score: Raw -86505.844400 + Penalty 3170.390888 = -83335.453512
  nChanged 0
Deleting Class 55 (407 points): Lose 2979.913654 but Gain 3262.464713
Iteration 339Q (22687.100000 sec): 60 clusters
  Score: Raw -91404601.521908 + Penalty 192485.418085 = -91212116.103824
  nChanged 417
Deleting Class 31 (114 points): Lose 3118.786644 but Gain 3262.464713
Iteration 340F (22768.960000 sec): 59 clusters
  Score: Raw -91402625.437210 + Penalty 189222.953371 = -91213402.483838
  nChanged 137
Iteration 341Q (22813.700000 sec): 59 clusters
  Score: Raw -91404039.351276 + Penalty 189222.953371 = -91214816.397904
  nChanged 36
Iteration 342Q (22857.360000 sec): 59 clusters
  Score: Raw -91404233.664487 + Penalty 189222.953371 = -91215010.711116
  nChanged 22
Iteration 343Q (22906.350000 sec): 59 clusters
  Score: Raw -91404258.821972 + Penalty 189222.953371 = -91215035.868600
  nChanged 15
Iteration 344Q (22959.280000 sec): 59 clusters
  Score: Raw -91404271.854699 + Penalty 189222.953371 = -91215048.901328
  nChanged 14
Iteration 345Q (23013.180000 sec): 59 clusters
  Score: Raw -91404276.278216 + Penalty 189222.953371 = -91215053.324845
  nChanged 14
Iteration 346Q (23067.820000 sec): 59 clusters
  Score: Raw -91404280.887000 + Penalty 189222.953371 = -91215057.933628
  nChanged 16
Iteration 347Q (23120.800000 sec): 59 clusters
  Score: Raw -91404283.341422 + Penalty 189222.953371 = -91215060.388050
  nChanged 7
Iteration 348Q (23173.560000 sec): 59 clusters
  Score: Raw -91404283.532005 + Penalty 189222.953371 = -91215060.578634
  nChanged 8
Iteration 349Q (23223.200000 sec): 59 clusters
  Score: Raw -91404283.711456 + Penalty 189222.953371 = -91215060.758085
  nChanged 3
Iteration 350Q (23272.110000 sec): 59 clusters
  Score: Raw -91404283.821796 + Penalty 189222.953371 = -91215060.868425
  nChanged 4
Iteration 351Q (23320.900000 sec): 59 clusters
  Score: Raw -91404283.866475 + Penalty 189222.953371 = -91215060.913103
  nChanged 2
Iteration 352Q (23371.900000 sec): 59 clusters
  Score: Raw -91404283.897063 + Penalty 189222.953371 = -91215060.943691
  nChanged 1
Iteration 353Q (23422.060000 sec): 59 clusters
  Score: Raw -91404283.910708 + Penalty 189222.953371 = -91215060.957336
  nChanged 0
Iteration 354F (23499.890000 sec): 59 clusters
  Score: Raw -91404292.387894 + Penalty 189222.953371 = -91215069.434523
  nChanged 3
Iteration 355Q (23547.800000 sec): 59 clusters
  Score: Raw -91404301.157658 + Penalty 189222.953371 = -91215078.204287
  nChanged 1
Iteration 356Q (23597.590000 sec): 59 clusters
  Score: Raw -91404301.918408 + Penalty 189222.953371 = -91215078.965036
  nChanged 0
Iteration 357F (23677.940000 sec): 59 clusters
  Score: Raw -91404301.918408 + Penalty 189222.953371 = -91215078.965036
  nChanged 0
Compute initial score before splitting:   Score: Raw -91404301.918408 + Penalty 189222.953371 = -91215078.965036
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23678.030000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23678.240000 sec): 3 clusters
  Score: Raw -47384.723256 + Penalty 2933.097491 = -44451.625765
  nChanged 72
		SP:Iteration 1F (23678.370000 sec): 3 clusters
  Score: Raw -47688.819683 + Penalty 2933.097491 = -44755.722192
  nChanged 28
		SP:Iteration 2F (23678.470000 sec): 3 clusters
  Score: Raw -47798.077166 + Penalty 2933.097491 = -44864.979675
  nChanged 19
		SP:Iteration 3F (23678.620000 sec): 3 clusters
  Score: Raw -47885.669422 + Penalty 2933.097491 = -44952.571931
  nChanged 11
		SP:Iteration 4Q (23678.750000 sec): 3 clusters
  Score: Raw -47942.707080 + Penalty 2933.097491 = -45009.609589
  nChanged 6
		SP:Iteration 5Q (23678.890000 sec): 3 clusters
  Score: Raw -47975.646795 + Penalty 2933.097491 = -45042.549304
  nChanged 5
		SP:Iteration 6Q (23678.990000 sec): 3 clusters
  Score: Raw -48024.987014 + Penalty 2933.097491 = -45091.889524
  nChanged 5
		SP:Iteration 7Q (23679.090000 sec): 3 clusters
  Score: Raw -48069.308602 + Penalty 2933.097491 = -45136.211111
  nChanged 3
		SP:Iteration 8Q (23679.230000 sec): 3 clusters
  Score: Raw -48087.285265 + Penalty 2933.097491 = -45154.187774
  nChanged 3
		SP:Iteration 9Q (23679.330000 sec): 3 clusters
  Score: Raw -48109.516119 + Penalty 2933.097491 = -45176.418628
  nChanged 4
		SP:Iteration 10Q (23679.500000 sec): 3 clusters
  Score: Raw -48120.756262 + Penalty 2933.097491 = -45187.658772
  nChanged 2
		SP:Iteration 11Q (23679.670000 sec): 3 clusters
  Score: Raw -48126.283773 + Penalty 2933.097491 = -45193.186282
  nChanged 0
		SP:Iteration 12F (23679.830000 sec): 3 clusters
  Score: Raw -48126.283773 + Penalty 2933.097491 = -45193.186282
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23679.920000 sec): 2 clusters
  Score: Raw -77629.043627 + Penalty 1533.157057 = -76095.886570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23680.070000 sec): 3 clusters
  Score: Raw -77707.704982 + Penalty 3066.314114 = -74641.390868
  nChanged 81
		SP:Iteration 1F (23680.230000 sec): 3 clusters
  Score: Raw -77877.248600 + Penalty 3066.314114 = -74810.934487
  nChanged 21
		SP:Iteration 2Q (23680.390000 sec): 3 clusters
  Score: Raw -77930.637840 + Penalty 3066.314114 = -74864.323727
  nChanged 10
		SP:Iteration 3Q (23680.550000 sec): 3 clusters
  Score: Raw -77949.033700 + Penalty 3066.314114 = -74882.719587
  nChanged 7
		SP:Iteration 4Q (23680.710000 sec): 3 clusters
  Score: Raw -77969.125115 + Penalty 3066.314114 = -74902.811001
  nChanged 6
		SP:Iteration 5Q (23680.870000 sec): 3 clusters
  Score: Raw -77983.242008 + Penalty 3066.314114 = -74916.927895
  nChanged 2
		SP:Iteration 6Q (23681.030000 sec): 3 clusters
  Score: Raw -77985.668899 + Penalty 3066.314114 = -74919.354786
  nChanged 1
		SP:Iteration 7Q (23681.190000 sec): 3 clusters
  Score: Raw -77986.061218 + Penalty 3066.314114 = -74919.747105
  nChanged 1
		SP:Iteration 8Q (23681.350000 sec): 3 clusters
  Score: Raw -77986.967089 + Penalty 3066.314114 = -74920.652975
  nChanged 1
		SP:Iteration 9Q (23681.510000 sec): 3 clusters
  Score: Raw -77987.379875 + Penalty 3066.314114 = -74921.065762
  nChanged 0
		SP:Iteration 10F (23681.710000 sec): 3 clusters
  Score: Raw -77987.379875 + Penalty 3066.314114 = -74921.065762
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23681.790000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23681.970000 sec): 3 clusters
  Score: Raw -221745.714719 + Penalty 3514.607126 = -218231.107593
  nChanged 302
		SP:Iteration 1F (23682.090000 sec): 3 clusters
  Score: Raw -222064.238991 + Penalty 3514.607126 = -218549.631864
  nChanged 76
		SP:Iteration 2F (23682.220000 sec): 3 clusters
  Score: Raw -222167.970673 + Penalty 3514.607126 = -218653.363547
  nChanged 39
		SP:Iteration 3Q (23682.350000 sec): 3 clusters
  Score: Raw -222215.599930 + Penalty 3514.607126 = -218700.992803
  nChanged 26
		SP:Iteration 4Q (23682.500000 sec): 3 clusters
  Score: Raw -222238.933585 + Penalty 3514.607126 = -218724.326458
  nChanged 18
		SP:Iteration 5Q (23682.710000 sec): 3 clusters
  Score: Raw -222261.160470 + Penalty 3514.607126 = -218746.553344
  nChanged 17
		SP:Iteration 6Q (23682.860000 sec): 3 clusters
  Score: Raw -222276.964517 + Penalty 3514.607126 = -218762.357390
  nChanged 13
		SP:Iteration 7Q (23682.980000 sec): 3 clusters
  Score: Raw -222295.138006 + Penalty 3514.607126 = -218780.530880
  nChanged 5
		SP:Iteration 8Q (23683.120000 sec): 3 clusters
  Score: Raw -222300.279840 + Penalty 3514.607126 = -218785.672713
  nChanged 7
		SP:Iteration 9Q (23683.300000 sec): 3 clusters
  Score: Raw -222306.296237 + Penalty 3514.607126 = -218791.689111
  nChanged 3
		SP:Iteration 10Q (23683.460000 sec): 3 clusters
  Score: Raw -222308.971655 + Penalty 3514.607126 = -218794.364528
  nChanged 3
		SP:Iteration 11Q (23683.640000 sec): 3 clusters
  Score: Raw -222311.959270 + Penalty 3514.607126 = -218797.352144
  nChanged 2
		SP:Iteration 12Q (23683.790000 sec): 3 clusters
  Score: Raw -222316.792425 + Penalty 3514.607126 = -218802.185299
  nChanged 3
		SP:Iteration 13Q (23683.900000 sec): 3 clusters
  Score: Raw -222320.278151 + Penalty 3514.607126 = -218805.671024
  nChanged 2
		SP:Iteration 14Q (23684.000000 sec): 3 clusters
  Score: Raw -222322.912886 + Penalty 3514.607126 = -218808.305759
  nChanged 1
		SP:Iteration 15Q (23684.110000 sec): 3 clusters
  Score: Raw -222323.787608 + Penalty 3514.607126 = -218809.180482
  nChanged 0
		SP:Iteration 16F (23684.210000 sec): 3 clusters
  Score: Raw -222323.787608 + Penalty 3514.607126 = -218809.180482
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23684.300000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23684.440000 sec): 3 clusters
  Score: Raw -27116.666695 + Penalty 2547.356025 = -24569.310671
  nChanged 12
		SP:Iteration 1F (23684.600000 sec): 3 clusters
  Score: Raw -27194.606745 + Penalty 2547.356025 = -24647.250720
  nChanged 3
		SP:Iteration 2Q (23684.770000 sec): 3 clusters
  Score: Raw -27225.793222 + Penalty 2547.356025 = -24678.437197
  nChanged 1
		SP:Iteration 3Q (23684.940000 sec): 3 clusters
  Score: Raw -27233.198628 + Penalty 2547.356025 = -24685.842603
  nChanged 0
		SP:Iteration 4F (23685.140000 sec): 3 clusters
  Score: Raw -27233.198628 + Penalty 2547.356025 = -24685.842603
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23685.300000 sec): 2 clusters
  Score: Raw -907283.431835 + Penalty 2118.871110 = -905164.560724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23685.540000 sec): 3 clusters
  Score: Raw -904809.951265 + Penalty 4237.742221 = -900572.209044
  nChanged 2009
		SP:Iteration 1F (23685.760000 sec): 3 clusters
  Score: Raw -905952.091594 + Penalty 4237.742221 = -901714.349373
  nChanged 344
		SP:Iteration 2F (23685.960000 sec): 3 clusters
  Score: Raw -906155.377926 + Penalty 4237.742221 = -901917.635705
  nChanged 262
		SP:Iteration 3F (23686.160000 sec): 3 clusters
  Score: Raw -906316.080328 + Penalty 4237.742221 = -902078.338108
  nChanged 235
		SP:Iteration 4Q (23686.330000 sec): 3 clusters
  Score: Raw -906482.284416 + Penalty 4237.742221 = -902244.542196
  nChanged 229
		SP:Iteration 5Q (23686.510000 sec): 3 clusters
  Score: Raw -906642.963250 + Penalty 4237.742221 = -902405.221029
  nChanged 179
		SP:Iteration 6Q (23686.740000 sec): 3 clusters
  Score: Raw -906759.461806 + Penalty 4237.742221 = -902521.719585
  nChanged 169
		SP:Iteration 7Q (23686.910000 sec): 3 clusters
  Score: Raw -906882.143012 + Penalty 4237.742221 = -902644.400791
  nChanged 172
		SP:Iteration 8Q (23687.100000 sec): 3 clusters
  Score: Raw -907030.258481 + Penalty 4237.742221 = -902792.516260
  nChanged 163
		SP:Iteration 9Q (23687.290000 sec): 3 clusters
  Score: Raw -907171.690423 + Penalty 4237.742221 = -902933.948202
  nChanged 168
		SP:Iteration 10Q (23687.520000 sec): 3 clusters
  Score: Raw -907289.524404 + Penalty 4237.742221 = -903051.782183
  nChanged 165
		SP:Iteration 11Q (23687.690000 sec): 3 clusters
  Score: Raw -907422.519495 + Penalty 4237.742221 = -903184.777274
  nChanged 172
		SP:Iteration 12Q (23687.880000 sec): 3 clusters
  Score: Raw -907563.438319 + Penalty 4237.742221 = -903325.696098
  nChanged 174
		SP:Iteration 13Q (23688.060000 sec): 3 clusters
  Score: Raw -907701.250362 + Penalty 4237.742221 = -903463.508141
  nChanged 154
		SP:Iteration 14Q (23688.260000 sec): 3 clusters
  Score: Raw -907813.869079 + Penalty 4237.742221 = -903576.126859
  nChanged 136
		SP:Iteration 15Q (23688.470000 sec): 3 clusters
  Score: Raw -907909.944689 + Penalty 4237.742221 = -903672.202468
  nChanged 115
		SP:Iteration 16Q (23688.680000 sec): 3 clusters
  Score: Raw -907987.143698 + Penalty 4237.742221 = -903749.401477
  nChanged 100
		SP:Iteration 17Q (23688.830000 sec): 3 clusters
  Score: Raw -908055.190877 + Penalty 4237.742221 = -903817.448656
  nChanged 94
		SP:Iteration 18Q (23689.010000 sec): 3 clusters
  Score: Raw -908143.046553 + Penalty 4237.742221 = -903905.304332
  nChanged 96
		SP:Iteration 19Q (23689.260000 sec): 3 clusters
  Score: Raw -908246.801497 + Penalty 4237.742221 = -904009.059277
  nChanged 85
		SP:Iteration 20F (23689.450000 sec): 3 clusters
  Score: Raw -908337.197199 + Penalty 4237.742221 = -904099.454978
  nChanged 75
		SP:Iteration 21Q (23689.690000 sec): 3 clusters
  Score: Raw -908420.745747 + Penalty 4237.742221 = -904183.003526
  nChanged 71
		SP:Iteration 22Q (23689.890000 sec): 3 clusters
  Score: Raw -908499.239958 + Penalty 4237.742221 = -904261.497737
  nChanged 56
		SP:Iteration 23Q (23690.070000 sec): 3 clusters
  Score: Raw -908557.460801 + Penalty 4237.742221 = -904319.718580
  nChanged 41
		SP:Iteration 24Q (23690.220000 sec): 3 clusters
  Score: Raw -908599.860467 + Penalty 4237.742221 = -904362.118247
  nChanged 35
		SP:Iteration 25Q (23690.430000 sec): 3 clusters
  Score: Raw -908632.801157 + Penalty 4237.742221 = -904395.058936
  nChanged 24
		SP:Iteration 26Q (23690.570000 sec): 3 clusters
  Score: Raw -908651.167948 + Penalty 4237.742221 = -904413.425728
  nChanged 13
		SP:Iteration 27Q (23690.740000 sec): 3 clusters
  Score: Raw -908660.384974 + Penalty 4237.742221 = -904422.642753
  nChanged 14
		SP:Iteration 28Q (23690.920000 sec): 3 clusters
  Score: Raw -908669.464702 + Penalty 4237.742221 = -904431.722482
  nChanged 10
		SP:Iteration 29Q (23691.090000 sec): 3 clusters
  Score: Raw -908675.978513 + Penalty 4237.742221 = -904438.236292
  nChanged 7
		SP:Iteration 30Q (23691.270000 sec): 3 clusters
  Score: Raw -908680.442156 + Penalty 4237.742221 = -904442.699935
  nChanged 3
		SP:Iteration 31Q (23691.510000 sec): 3 clusters
  Score: Raw -908681.501538 + Penalty 4237.742221 = -904443.759318
  nChanged 2
		SP:Iteration 32Q (23691.650000 sec): 3 clusters
  Score: Raw -908682.539266 + Penalty 4237.742221 = -904444.797045
  nChanged 0
		SP:Iteration 33F (23691.830000 sec): 3 clusters
  Score: Raw -908682.539266 + Penalty 4237.742221 = -904444.797045
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23691.990000 sec): 2 clusters
  Score: Raw -59912.955814 + Penalty 1497.983168 = -58414.972646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23692.190000 sec): 3 clusters
  Score: Raw -60080.841702 + Penalty 2995.966337 = -57084.875366
  nChanged 86
		SP:Iteration 1F (23692.330000 sec): 3 clusters
  Score: Raw -60284.826545 + Penalty 2995.966337 = -57288.860208
  nChanged 32
		SP:Iteration 2F (23692.480000 sec): 3 clusters
  Score: Raw -60388.139818 + Penalty 2995.966337 = -57392.173481
  nChanged 22
		SP:Iteration 3F (23692.610000 sec): 3 clusters
  Score: Raw -60460.245894 + Penalty 2995.966337 = -57464.279557
  nChanged 10
		SP:Iteration 4Q (23692.770000 sec): 3 clusters
  Score: Raw -60517.294149 + Penalty 2995.966337 = -57521.327812
  nChanged 11
		SP:Iteration 5Q (23692.890000 sec): 3 clusters
  Score: Raw -60548.413745 + Penalty 2995.966337 = -57552.447408
  nChanged 4
		SP:Iteration 6Q (23693.090000 sec): 3 clusters
  Score: Raw -60567.639770 + Penalty 2995.966337 = -57571.673434
  nChanged 4
		SP:Iteration 7Q (23693.230000 sec): 3 clusters
  Score: Raw -60596.364312 + Penalty 2995.966337 = -57600.397975
  nChanged 6
		SP:Iteration 8Q (23693.470000 sec): 3 clusters
  Score: Raw -60616.622225 + Penalty 2995.966337 = -57620.655889
  nChanged 3
		SP:Iteration 9Q (23693.590000 sec): 3 clusters
  Score: Raw -60621.562915 + Penalty 2995.966337 = -57625.596578
  nChanged 0
		SP:Iteration 10F (23693.760000 sec): 3 clusters
  Score: Raw -60621.562915 + Penalty 2995.966337 = -57625.596578
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23693.850000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23694.010000 sec): 3 clusters
  Score: Raw -280255.115931 + Penalty 3634.904927 = -276620.211004
  nChanged 426
		SP:Iteration 1F (23694.180000 sec): 3 clusters
  Score: Raw -280642.853637 + Penalty 3634.904927 = -277007.948710
  nChanged 113
		SP:Iteration 2F (23694.340000 sec): 3 clusters
  Score: Raw -280743.869728 + Penalty 3634.904927 = -277108.964801
  nChanged 54
		SP:Iteration 3Q (23694.500000 sec): 3 clusters
  Score: Raw -280809.460285 + Penalty 3634.904927 = -277174.555358
  nChanged 41
		SP:Iteration 4Q (23694.660000 sec): 3 clusters
  Score: Raw -280845.387107 + Penalty 3634.904927 = -277210.482180
  nChanged 30
		SP:Iteration 5Q (23694.830000 sec): 3 clusters
  Score: Raw -280875.820579 + Penalty 3634.904927 = -277240.915652
  nChanged 41
		SP:Iteration 6Q (23694.990000 sec): 3 clusters
  Score: Raw -280918.242134 + Penalty 3634.904927 = -277283.337207
  nChanged 35
		SP:Iteration 7Q (23695.160000 sec): 3 clusters
  Score: Raw -280946.501276 + Penalty 3634.904927 = -277311.596349
  nChanged 19
		SP:Iteration 8Q (23695.310000 sec): 3 clusters
  Score: Raw -280964.497465 + Penalty 3634.904927 = -277329.592538
  nChanged 26
		SP:Iteration 9Q (23695.500000 sec): 3 clusters
  Score: Raw -280983.978651 + Penalty 3634.904927 = -277349.073724
  nChanged 10
		SP:Iteration 10Q (23695.630000 sec): 3 clusters
  Score: Raw -280990.300497 + Penalty 3634.904927 = -277355.395570
  nChanged 5
		SP:Iteration 11Q (23695.770000 sec): 3 clusters
  Score: Raw -280994.373627 + Penalty 3634.904927 = -277359.468700
  nChanged 6
		SP:Iteration 12Q (23695.900000 sec): 3 clusters
  Score: Raw -281002.087335 + Penalty 3634.904927 = -277367.182408
  nChanged 9
		SP:Iteration 13Q (23696.040000 sec): 3 clusters
  Score: Raw -281010.815561 + Penalty 3634.904927 = -277375.910634
  nChanged 9
		SP:Iteration 14Q (23696.180000 sec): 3 clusters
  Score: Raw -281017.578652 + Penalty 3634.904927 = -277382.673724
  nChanged 10
		SP:Iteration 15Q (23696.320000 sec): 3 clusters
  Score: Raw -281024.710272 + Penalty 3634.904927 = -277389.805345
  nChanged 7
		SP:Iteration 16Q (23696.410000 sec): 3 clusters
  Score: Raw -281029.332962 + Penalty 3634.904927 = -277394.428035
  nChanged 8
		SP:Iteration 17Q (23696.560000 sec): 3 clusters
  Score: Raw -281035.610098 + Penalty 3634.904927 = -277400.705171
  nChanged 9
		SP:Iteration 18Q (23696.640000 sec): 3 clusters
  Score: Raw -281040.951873 + Penalty 3634.904927 = -277406.046946
  nChanged 5
		SP:Iteration 19Q (23696.800000 sec): 3 clusters
  Score: Raw -281044.558425 + Penalty 3634.904927 = -277409.653498
  nChanged 4
		SP:Iteration 20F (23696.940000 sec): 3 clusters
  Score: Raw -281047.357036 + Penalty 3634.904927 = -277412.452109
  nChanged 3
		SP:Iteration 21Q (23697.070000 sec): 3 clusters
  Score: Raw -281050.620999 + Penalty 3634.904927 = -277415.716072
  nChanged 5
		SP:Iteration 22Q (23697.240000 sec): 3 clusters
  Score: Raw -281054.759964 + Penalty 3634.904927 = -277419.855037
  nChanged 5
		SP:Iteration 23Q (23697.400000 sec): 3 clusters
  Score: Raw -281058.670272 + Penalty 3634.904927 = -277423.765345
  nChanged 1
		SP:Iteration 24Q (23697.570000 sec): 3 clusters
  Score: Raw -281059.014542 + Penalty 3634.904927 = -277424.109615
  nChanged 2
		SP:Iteration 25Q (23697.730000 sec): 3 clusters
  Score: Raw -281059.656296 + Penalty 3634.904927 = -277424.751369
  nChanged 1
		SP:Iteration 26Q (23697.900000 sec): 3 clusters
  Score: Raw -281060.120508 + Penalty 3634.904927 = -277425.215581
  nChanged 1
		SP:Iteration 27Q (23698.060000 sec): 3 clusters
  Score: Raw -281060.367636 + Penalty 3634.904927 = -277425.462709
  nChanged 1
		SP:Iteration 28Q (23698.230000 sec): 3 clusters
  Score: Raw -281061.263439 + Penalty 3634.904927 = -277426.358512
  nChanged 1
		SP:Iteration 29Q (23698.400000 sec): 3 clusters
  Score: Raw -281063.281598 + Penalty 3634.904927 = -277428.376671
  nChanged 1
		SP:Iteration 30Q (23698.560000 sec): 3 clusters
  Score: Raw -281064.067796 + Penalty 3634.904927 = -277429.162869
  nChanged 1
		SP:Iteration 31Q (23698.730000 sec): 3 clusters
  Score: Raw -281064.951809 + Penalty 3634.904927 = -277430.046882
  nChanged 0
		SP:Iteration 32F (23698.900000 sec): 3 clusters
  Score: Raw -281064.951809 + Penalty 3634.904927 = -277430.046882
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23698.980000 sec): 2 clusters
  Score: Raw -27686.925861 + Penalty 1372.280593 = -26314.645267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23699.100000 sec): 3 clusters
  Score: Raw -27904.672368 + Penalty 2744.561186 = -25160.111181
  nChanged 38
		SP:Iteration 1F (23699.290000 sec): 3 clusters
  Score: Raw -28076.580879 + Penalty 2744.561186 = -25332.019692
  nChanged 8
		SP:Iteration 2Q (23699.460000 sec): 3 clusters
  Score: Raw -28127.165014 + Penalty 2744.561186 = -25382.603827
  nChanged 4
		SP:Iteration 3Q (23699.620000 sec): 3 clusters
  Score: Raw -28136.455127 + Penalty 2744.561186 = -25391.893940
  nChanged 1
		SP:Iteration 4Q (23699.750000 sec): 3 clusters
  Score: Raw -28137.162866 + Penalty 2744.561186 = -25392.601679
  nChanged 0
		SP:Iteration 5F (23699.920000 sec): 3 clusters
  Score: Raw -28137.162866 + Penalty 2744.561186 = -25392.601679
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23700.000000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23700.180000 sec): 3 clusters
  Score: Raw -218630.660648 + Penalty 3502.847050 = -215127.813598
  nChanged 317
		SP:Iteration 1F (23700.340000 sec): 3 clusters
  Score: Raw -218968.829092 + Penalty 3502.847050 = -215465.982043
  nChanged 80
		SP:Iteration 2F (23700.510000 sec): 3 clusters
  Score: Raw -219073.158292 + Penalty 3502.847050 = -215570.311242
  nChanged 42
		SP:Iteration 3Q (23700.720000 sec): 3 clusters
  Score: Raw -219119.593126 + Penalty 3502.847050 = -215616.746076
  nChanged 29
		SP:Iteration 4Q (23700.840000 sec): 3 clusters
  Score: Raw -219176.914643 + Penalty 3502.847050 = -215674.067594
  nChanged 35
		SP:Iteration 5Q (23701.000000 sec): 3 clusters
  Score: Raw -219272.297952 + Penalty 3502.847050 = -215769.450902
  nChanged 44
		SP:Iteration 6Q (23701.130000 sec): 3 clusters
  Score: Raw -219371.704354 + Penalty 3502.847050 = -215868.857304
  nChanged 50
		SP:Iteration 7Q (23701.230000 sec): 3 clusters
  Score: Raw -219469.806837 + Penalty 3502.847050 = -215966.959787
  nChanged 46
		SP:Iteration 8Q (23701.380000 sec): 3 clusters
  Score: Raw -219529.252042 + Penalty 3502.847050 = -216026.404992
  nChanged 32
		SP:Iteration 9Q (23701.520000 sec): 3 clusters
  Score: Raw -219579.618541 + Penalty 3502.847050 = -216076.771491
  nChanged 28
		SP:Iteration 10Q (23701.660000 sec): 3 clusters
  Score: Raw -219623.685395 + Penalty 3502.847050 = -216120.838345
  nChanged 22
		SP:Iteration 11Q (23701.810000 sec): 3 clusters
  Score: Raw -219656.390988 + Penalty 3502.847050 = -216153.543938
  nChanged 19
		SP:Iteration 12Q (23701.950000 sec): 3 clusters
  Score: Raw -219683.294457 + Penalty 3502.847050 = -216180.447407
  nChanged 11
		SP:Iteration 13Q (23702.100000 sec): 3 clusters
  Score: Raw -219697.433767 + Penalty 3502.847050 = -216194.586717
  nChanged 2
		SP:Iteration 14Q (23702.240000 sec): 3 clusters
  Score: Raw -219700.441289 + Penalty 3502.847050 = -216197.594239
  nChanged 3
		SP:Iteration 15Q (23702.380000 sec): 3 clusters
  Score: Raw -219705.180471 + Penalty 3502.847050 = -216202.333421
  nChanged 4
		SP:Iteration 16Q (23702.580000 sec): 3 clusters
  Score: Raw -219712.387835 + Penalty 3502.847050 = -216209.540786
  nChanged 6
		SP:Iteration 17Q (23702.770000 sec): 3 clusters
  Score: Raw -219723.029258 + Penalty 3502.847050 = -216220.182208
  nChanged 5
		SP:Iteration 18Q (23702.940000 sec): 3 clusters
  Score: Raw -219727.199076 + Penalty 3502.847050 = -216224.352026
  nChanged 4
		SP:Iteration 19Q (23703.100000 sec): 3 clusters
  Score: Raw -219732.159485 + Penalty 3502.847050 = -216229.312436
  nChanged 2
		SP:Iteration 20F (23703.260000 sec): 3 clusters
  Score: Raw -219734.267086 + Penalty 3502.847050 = -216231.420036
  nChanged 1
		SP:Iteration 21Q (23703.430000 sec): 3 clusters
  Score: Raw -219735.595296 + Penalty 3502.847050 = -216232.748246
  nChanged 0
		SP:Iteration 22F (23703.540000 sec): 3 clusters
  Score: Raw -219735.595296 + Penalty 3502.847050 = -216232.748246
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23703.630000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23703.810000 sec): 3 clusters
  Score: Raw -37323.293651 + Penalty 2681.957199 = -34641.336452
  nChanged 17
		SP:Iteration 1F (23703.990000 sec): 3 clusters
  Score: Raw -37415.125549 + Penalty 2681.957199 = -34733.168351
  nChanged 4
		SP:Iteration 2Q (23704.100000 sec): 3 clusters
  Score: Raw -37436.466392 + Penalty 2681.957199 = -34754.509194
  nChanged 0
		SP:Iteration 3F (23704.260000 sec): 3 clusters
  Score: Raw -37436.466392 + Penalty 2681.957199 = -34754.509194
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23704.320000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23704.490000 sec): 3 clusters
  Score: Raw -35272.219677 + Penalty 2681.957199 = -32590.262478
  nChanged 20
		SP:Iteration 1F (23704.670000 sec): 3 clusters
  Score: Raw -35395.261836 + Penalty 2681.957199 = -32713.304637
  nChanged 7
		SP:Iteration 2Q (23704.810000 sec): 3 clusters
  Score: Raw -35464.163652 + Penalty 2681.957199 = -32782.206453
  nChanged 3
		SP:Iteration 3Q (23704.980000 sec): 3 clusters
  Score: Raw -35509.445812 + Penalty 2681.957199 = -32827.488614
  nChanged 3
		SP:Iteration 4Q (23705.150000 sec): 3 clusters
  Score: Raw -35556.687429 + Penalty 2681.957199 = -32874.730230
  nChanged 0
		SP:Iteration 5F (23705.320000 sec): 3 clusters
  Score: Raw -35556.687429 + Penalty 2681.957199 = -32874.730230
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23705.400000 sec): 2 clusters
  Score: Raw -36826.368009 + Penalty 1363.297720 = -35463.070289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23705.560000 sec): 3 clusters
  Score: Raw -37042.942982 + Penalty 2726.595440 = -34316.347542
  nChanged 25
		SP:Iteration 1F (23705.690000 sec): 3 clusters
  Score: Raw -37178.672844 + Penalty 2726.595440 = -34452.077405
  nChanged 13
		SP:Iteration 2F (23705.820000 sec): 3 clusters
  Score: Raw -37261.589430 + Penalty 2726.595440 = -34534.993990
  nChanged 1
		SP:Iteration 3Q (23705.960000 sec): 3 clusters
  Score: Raw -37266.338436 + Penalty 2726.595440 = -34539.742997
  nChanged 0
		SP:Iteration 4F (23706.090000 sec): 3 clusters
  Score: Raw -37266.338436 + Penalty 2726.595440 = -34539.742997
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23706.290000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23706.560000 sec): 3 clusters
  Score: Raw -2507085.916896 + Penalty 4719.526554 = -2502366.390343
  nChanged 5722
		SP:Iteration 1F (23706.850000 sec): 3 clusters
  Score: Raw -2510136.070967 + Penalty 4719.526554 = -2505416.544413
  nChanged 795
		SP:Iteration 2F (23707.170000 sec): 3 clusters
  Score: Raw -2510471.313483 + Penalty 4719.526554 = -2505751.786929
  nChanged 693
		SP:Iteration 3F (23707.390000 sec): 3 clusters
  Score: Raw -2510761.638957 + Penalty 4719.526554 = -2506042.112404
  nChanged 607
		SP:Iteration 4Q (23707.650000 sec): 3 clusters
  Score: Raw -2511008.820220 + Penalty 4719.526554 = -2506289.293666
  nChanged 534
		SP:Iteration 5Q (23707.950000 sec): 3 clusters
  Score: Raw -2511237.329483 + Penalty 4719.526554 = -2506517.802930
  nChanged 518
		SP:Iteration 6Q (23708.200000 sec): 3 clusters
  Score: Raw -2511455.503105 + Penalty 4719.526554 = -2506735.976552
  nChanged 487
		SP:Iteration 7Q (23708.490000 sec): 3 clusters
  Score: Raw -2511666.393147 + Penalty 4719.526554 = -2506946.866593
  nChanged 452
		SP:Iteration 8Q (23708.720000 sec): 3 clusters
  Score: Raw -2511871.522843 + Penalty 4719.526554 = -2507151.996289
  nChanged 452
		SP:Iteration 9Q (23709.020000 sec): 3 clusters
  Score: Raw -2512084.273429 + Penalty 4719.526554 = -2507364.746875
  nChanged 477
		SP:Iteration 10Q (23709.270000 sec): 3 clusters
  Score: Raw -2512324.701945 + Penalty 4719.526554 = -2507605.175391
  nChanged 478
		SP:Iteration 11Q (23709.530000 sec): 3 clusters
  Score: Raw -2512562.088630 + Penalty 4719.526554 = -2507842.562077
  nChanged 478
		SP:Iteration 12Q (23709.810000 sec): 3 clusters
  Score: Raw -2512783.037816 + Penalty 4719.526554 = -2508063.511262
  nChanged 417
		SP:Iteration 13Q (23710.070000 sec): 3 clusters
  Score: Raw -2512981.825789 + Penalty 4719.526554 = -2508262.299235
  nChanged 392
		SP:Iteration 14Q (23710.370000 sec): 3 clusters
  Score: Raw -2513156.458980 + Penalty 4719.526554 = -2508436.932427
  nChanged 335
		SP:Iteration 15Q (23710.650000 sec): 3 clusters
  Score: Raw -2513279.810727 + Penalty 4719.526554 = -2508560.284173
  nChanged 281
		SP:Iteration 16Q (23710.900000 sec): 3 clusters
  Score: Raw -2513383.713464 + Penalty 4719.526554 = -2508664.186911
  nChanged 248
		SP:Iteration 17Q (23711.170000 sec): 3 clusters
  Score: Raw -2513475.690077 + Penalty 4719.526554 = -2508756.163523
  nChanged 238
		SP:Iteration 18Q (23711.440000 sec): 3 clusters
  Score: Raw -2513556.011018 + Penalty 4719.526554 = -2508836.484464
  nChanged 190
		SP:Iteration 19Q (23711.710000 sec): 3 clusters
  Score: Raw -2513608.220723 + Penalty 4719.526554 = -2508888.694170
  nChanged 140
		SP:Iteration 20F (23712.020000 sec): 3 clusters
  Score: Raw -2513642.213154 + Penalty 4719.526554 = -2508922.686600
  nChanged 108
		SP:Iteration 21Q (23712.270000 sec): 3 clusters
  Score: Raw -2513669.270472 + Penalty 4719.526554 = -2508949.743918
  nChanged 107
		SP:Iteration 22Q (23712.520000 sec): 3 clusters
  Score: Raw -2513695.445457 + Penalty 4719.526554 = -2508975.918904
  nChanged 90
		SP:Iteration 23Q (23712.790000 sec): 3 clusters
  Score: Raw -2513716.612669 + Penalty 4719.526554 = -2508997.086116
  nChanged 88
		SP:Iteration 24Q (23713.090000 sec): 3 clusters
  Score: Raw -2513736.027479 + Penalty 4719.526554 = -2509016.500925
  nChanged 83
		SP:Iteration 25Q (23713.360000 sec): 3 clusters
  Score: Raw -2513750.942220 + Penalty 4719.526554 = -2509031.415666
  nChanged 62
		SP:Iteration 26Q (23713.680000 sec): 3 clusters
  Score: Raw -2513763.291677 + Penalty 4719.526554 = -2509043.765124
  nChanged 52
		SP:Iteration 27Q (23713.920000 sec): 3 clusters
  Score: Raw -2513771.576204 + Penalty 4719.526554 = -2509052.049651
  nChanged 48
		SP:Iteration 28Q (23714.260000 sec): 3 clusters
  Score: Raw -2513779.181883 + Penalty 4719.526554 = -2509059.655329
  nChanged 48
		SP:Iteration 29Q (23714.550000 sec): 3 clusters
  Score: Raw -2513787.254851 + Penalty 4719.526554 = -2509067.728298
  nChanged 38
		SP:Iteration 30Q (23714.830000 sec): 3 clusters
  Score: Raw -2513795.049334 + Penalty 4719.526554 = -2509075.522781
  nChanged 43
		SP:Iteration 31Q (23715.090000 sec): 3 clusters
  Score: Raw -2513802.810989 + Penalty 4719.526554 = -2509083.284435
  nChanged 43
		SP:Iteration 32Q (23715.390000 sec): 3 clusters
  Score: Raw -2513809.564597 + Penalty 4719.526554 = -2509090.038043
  nChanged 36
		SP:Iteration 33Q (23715.720000 sec): 3 clusters
  Score: Raw -2513815.259586 + Penalty 4719.526554 = -2509095.733033
  nChanged 43
		SP:Iteration 34Q (23716.010000 sec): 3 clusters
  Score: Raw -2513823.509533 + Penalty 4719.526554 = -2509103.982980
  nChanged 48
		SP:Iteration 35Q (23716.280000 sec): 3 clusters
  Score: Raw -2513833.051976 + Penalty 4719.526554 = -2509113.525422
  nChanged 39
		SP:Iteration 36Q (23716.580000 sec): 3 clusters
  Score: Raw -2513839.893427 + Penalty 4719.526554 = -2509120.366873
  nChanged 38
		SP:Iteration 37Q (23716.810000 sec): 3 clusters
  Score: Raw -2513846.275491 + Penalty 4719.526554 = -2509126.748937
  nChanged 39
		SP:Iteration 38Q (23717.010000 sec): 3 clusters
  Score: Raw -2513852.622868 + Penalty 4719.526554 = -2509133.096315
  nChanged 34
		SP:Iteration 39Q (23717.280000 sec): 3 clusters
  Score: Raw -2513857.538455 + Penalty 4719.526554 = -2509138.011901
  nChanged 32
		SP:Iteration 40F (23717.570000 sec): 3 clusters
  Score: Raw -2513862.772655 + Penalty 4719.526554 = -2509143.246102
  nChanged 38
		SP:Iteration 41Q (23717.870000 sec): 3 clusters
  Score: Raw -2513868.519338 + Penalty 4719.526554 = -2509148.992785
  nChanged 36
		SP:Iteration 42Q (23718.090000 sec): 3 clusters
  Score: Raw -2513875.056688 + Penalty 4719.526554 = -2509155.530135
  nChanged 41
		SP:Iteration 43Q (23718.380000 sec): 3 clusters
  Score: Raw -2513884.857390 + Penalty 4719.526554 = -2509165.330836
  nChanged 42
		SP:Iteration 44Q (23718.680000 sec): 3 clusters
  Score: Raw -2513893.539152 + Penalty 4719.526554 = -2509174.012598
  nChanged 45
		SP:Iteration 45Q (23718.950000 sec): 3 clusters
  Score: Raw -2513902.998879 + Penalty 4719.526554 = -2509183.472326
  nChanged 40
		SP:Iteration 46Q (23719.250000 sec): 3 clusters
  Score: Raw -2513911.311341 + Penalty 4719.526554 = -2509191.784787
  nChanged 41
		SP:Iteration 47Q (23719.560000 sec): 3 clusters
  Score: Raw -2513920.279353 + Penalty 4719.526554 = -2509200.752799
  nChanged 59
		SP:Iteration 48Q (23719.830000 sec): 3 clusters
  Score: Raw -2513931.412404 + Penalty 4719.526554 = -2509211.885850
  nChanged 55
		SP:Iteration 49Q (23720.080000 sec): 3 clusters
  Score: Raw -2513941.999659 + Penalty 4719.526554 = -2509222.473106
  nChanged 47
		SP:Iteration 50Q (23720.350000 sec): 3 clusters
  Score: Raw -2513954.303693 + Penalty 4719.526554 = -2509234.777140
  nChanged 60
		SP:Iteration 51Q (23720.660000 sec): 3 clusters
  Score: Raw -2513971.362857 + Penalty 4719.526554 = -2509251.836304
  nChanged 60
		SP:Iteration 52Q (23720.930000 sec): 3 clusters
  Score: Raw -2513988.494883 + Penalty 4719.526554 = -2509268.968329
  nChanged 64
		SP:Iteration 53Q (23721.190000 sec): 3 clusters
  Score: Raw -2514002.300245 + Penalty 4719.526554 = -2509282.773691
  nChanged 60
		SP:Iteration 54Q (23721.450000 sec): 3 clusters
  Score: Raw -2514016.602013 + Penalty 4719.526554 = -2509297.075459
  nChanged 55
		SP:Iteration 55Q (23721.720000 sec): 3 clusters
  Score: Raw -2514029.671564 + Penalty 4719.526554 = -2509310.145010
  nChanged 54
		SP:Iteration 56Q (23722.040000 sec): 3 clusters
  Score: Raw -2514043.971811 + Penalty 4719.526554 = -2509324.445257
  nChanged 62
		SP:Iteration 57Q (23722.330000 sec): 3 clusters
  Score: Raw -2514061.269755 + Penalty 4719.526554 = -2509341.743201
  nChanged 64
		SP:Iteration 58Q (23722.600000 sec): 3 clusters
  Score: Raw -2514077.697598 + Penalty 4719.526554 = -2509358.171045
  nChanged 68
		SP:Iteration 59Q (23722.900000 sec): 3 clusters
  Score: Raw -2514094.941973 + Penalty 4719.526554 = -2509375.415419
  nChanged 66
		SP:Iteration 60F (23723.120000 sec): 3 clusters
  Score: Raw -2514109.667644 + Penalty 4719.526554 = -2509390.141091
  nChanged 68
		SP:Iteration 61Q (23723.390000 sec): 3 clusters
  Score: Raw -2514126.703362 + Penalty 4719.526554 = -2509407.176809
  nChanged 70
		SP:Iteration 62Q (23723.630000 sec): 3 clusters
  Score: Raw -2514151.319599 + Penalty 4719.526554 = -2509431.793045
  nChanged 90
		SP:Iteration 63Q (23723.880000 sec): 3 clusters
  Score: Raw -2514182.951367 + Penalty 4719.526554 = -2509463.424813
  nChanged 92
		SP:Iteration 64Q (23724.200000 sec): 3 clusters
  Score: Raw -2514212.826011 + Penalty 4719.526554 = -2509493.299458
  nChanged 96
		SP:Iteration 65Q (23724.510000 sec): 3 clusters
  Score: Raw -2514251.983917 + Penalty 4719.526554 = -2509532.457363
  nChanged 105
		SP:Iteration 66Q (23724.870000 sec): 3 clusters
  Score: Raw -2514310.586315 + Penalty 4719.526554 = -2509591.059762
  nChanged 118
		SP:Iteration 67Q (23725.180000 sec): 3 clusters
  Score: Raw -2514364.887611 + Penalty 4719.526554 = -2509645.361057
  nChanged 116
		SP:Iteration 68Q (23725.400000 sec): 3 clusters
  Score: Raw -2514426.779684 + Penalty 4719.526554 = -2509707.253130
  nChanged 114
		SP:Iteration 69Q (23725.660000 sec): 3 clusters
  Score: Raw -2514484.992884 + Penalty 4719.526554 = -2509765.466330
  nChanged 115
		SP:Iteration 70Q (23725.920000 sec): 3 clusters
  Score: Raw -2514538.931040 + Penalty 4719.526554 = -2509819.404486
  nChanged 105
		SP:Iteration 71Q (23726.240000 sec): 3 clusters
  Score: Raw -2514586.803109 + Penalty 4719.526554 = -2509867.276555
  nChanged 95
		SP:Iteration 72Q (23726.570000 sec): 3 clusters
  Score: Raw -2514624.373042 + Penalty 4719.526554 = -2509904.846488
  nChanged 89
		SP:Iteration 73Q (23726.810000 sec): 3 clusters
  Score: Raw -2514660.704698 + Penalty 4719.526554 = -2509941.178145
  nChanged 90
		SP:Iteration 74Q (23727.030000 sec): 3 clusters
  Score: Raw -2514697.264346 + Penalty 4719.526554 = -2509977.737792
  nChanged 75
		SP:Iteration 75Q (23727.310000 sec): 3 clusters
  Score: Raw -2514725.913833 + Penalty 4719.526554 = -2510006.387279
  nChanged 83
		SP:Iteration 76Q (23727.600000 sec): 3 clusters
  Score: Raw -2514764.191577 + Penalty 4719.526554 = -2510044.665023
  nChanged 63
		SP:Iteration 77Q (23727.860000 sec): 3 clusters
  Score: Raw -2514791.340073 + Penalty 4719.526554 = -2510071.813519
  nChanged 63
		SP:Iteration 78Q (23728.150000 sec): 3 clusters
  Score: Raw -2514816.235382 + Penalty 4719.526554 = -2510096.708829
  nChanged 53
		SP:Iteration 79Q (23728.480000 sec): 3 clusters
  Score: Raw -2514839.669117 + Penalty 4719.526554 = -2510120.142563
  nChanged 46
		SP:Iteration 80F (23728.730000 sec): 3 clusters
  Score: Raw -2514857.813356 + Penalty 4719.526554 = -2510138.286802
  nChanged 31
		SP:Iteration 81Q (23729.000000 sec): 3 clusters
  Score: Raw -2514869.248009 + Penalty 4719.526554 = -2510149.721455
  nChanged 30
		SP:Iteration 82Q (23729.260000 sec): 3 clusters
  Score: Raw -2514880.544601 + Penalty 4719.526554 = -2510161.018047
  nChanged 20
		SP:Iteration 83Q (23729.450000 sec): 3 clusters
  Score: Raw -2514888.585859 + Penalty 4719.526554 = -2510169.059305
  nChanged 26
		SP:Iteration 84Q (23729.720000 sec): 3 clusters
  Score: Raw -2514896.940196 + Penalty 4719.526554 = -2510177.413642
  nChanged 15
		SP:Iteration 85Q (23729.960000 sec): 3 clusters
  Score: Raw -2514901.821593 + Penalty 4719.526554 = -2510182.295040
  nChanged 13
		SP:Iteration 86Q (23730.240000 sec): 3 clusters
  Score: Raw -2514906.640423 + Penalty 4719.526554 = -2510187.113870
  nChanged 9
		SP:Iteration 87Q (23730.510000 sec): 3 clusters
  Score: Raw -2514909.281692 + Penalty 4719.526554 = -2510189.755138
  nChanged 10
		SP:Iteration 88Q (23730.700000 sec): 3 clusters
  Score: Raw -2514913.010003 + Penalty 4719.526554 = -2510193.483449
  nChanged 11
		SP:Iteration 89Q (23731.020000 sec): 3 clusters
  Score: Raw -2514916.324940 + Penalty 4719.526554 = -2510196.798386
  nChanged 7
		SP:Iteration 90Q (23731.230000 sec): 3 clusters
  Score: Raw -2514918.314801 + Penalty 4719.526554 = -2510198.788247
  nChanged 3
		SP:Iteration 91Q (23731.550000 sec): 3 clusters
  Score: Raw -2514919.362800 + Penalty 4719.526554 = -2510199.836246
  nChanged 5
		SP:Iteration 92Q (23731.800000 sec): 3 clusters
  Score: Raw -2514920.769873 + Penalty 4719.526554 = -2510201.243319
  nChanged 5
		SP:Iteration 93Q (23732.080000 sec): 3 clusters
  Score: Raw -2514921.749696 + Penalty 4719.526554 = -2510202.223142
  nChanged 3
		SP:Iteration 94Q (23732.370000 sec): 3 clusters
  Score: Raw -2514922.941910 + Penalty 4719.526554 = -2510203.415357
  nChanged 5
		SP:Iteration 95Q (23732.560000 sec): 3 clusters
  Score: Raw -2514924.977996 + Penalty 4719.526554 = -2510205.451442
  nChanged 4
		SP:Iteration 96Q (23732.860000 sec): 3 clusters
  Score: Raw -2514926.423714 + Penalty 4719.526554 = -2510206.897161
  nChanged 4
		SP:Iteration 97Q (23733.170000 sec): 3 clusters
  Score: Raw -2514927.887739 + Penalty 4719.526554 = -2510208.361186
  nChanged 4
		SP:Iteration 98Q (23733.430000 sec): 3 clusters
  Score: Raw -2514929.124914 + Penalty 4719.526554 = -2510209.598360
  nChanged 4
		SP:Iteration 99Q (23733.690000 sec): 3 clusters
  Score: Raw -2514930.034187 + Penalty 4719.526554 = -2510210.507633
  nChanged 7
		SP:Iteration 100F (23733.940000 sec): 3 clusters
  Score: Raw -2514931.698727 + Penalty 4719.526554 = -2510212.172173
  nChanged 6
		SP:Iteration 101Q (23734.210000 sec): 3 clusters
  Score: Raw -2514934.004752 + Penalty 4719.526554 = -2510214.478198
  nChanged 5
		SP:Iteration 102Q (23734.470000 sec): 3 clusters
  Score: Raw -2514937.191990 + Penalty 4719.526554 = -2510217.665436
  nChanged 7
		SP:Iteration 103Q (23734.740000 sec): 3 clusters
  Score: Raw -2514939.638684 + Penalty 4719.526554 = -2510220.112131
  nChanged 6
		SP:Iteration 104Q (23735.040000 sec): 3 clusters
  Score: Raw -2514942.075101 + Penalty 4719.526554 = -2510222.548547
  nChanged 6
		SP:Iteration 105Q (23735.270000 sec): 3 clusters
  Score: Raw -2514945.105008 + Penalty 4719.526554 = -2510225.578455
  nChanged 6
		SP:Iteration 106Q (23735.540000 sec): 3 clusters
  Score: Raw -2514947.093187 + Penalty 4719.526554 = -2510227.566634
  nChanged 4
		SP:Iteration 107Q (23735.820000 sec): 3 clusters
  Score: Raw -2514948.315876 + Penalty 4719.526554 = -2510228.789323
  nChanged 2
		SP:Iteration 108Q (23736.020000 sec): 3 clusters
  Score: Raw -2514949.280867 + Penalty 4719.526554 = -2510229.754313
  nChanged 4
		SP:Iteration 109Q (23736.320000 sec): 3 clusters
  Score: Raw -2514951.215880 + Penalty 4719.526554 = -2510231.689327
  nChanged 5
		SP:Iteration 110Q (23736.530000 sec): 3 clusters
  Score: Raw -2514952.988854 + Penalty 4719.526554 = -2510233.462300
  nChanged 3
		SP:Iteration 111Q (23736.700000 sec): 3 clusters
  Score: Raw -2514953.892178 + Penalty 4719.526554 = -2510234.365624
  nChanged 4
		SP:Iteration 112Q (23736.990000 sec): 3 clusters
  Score: Raw -2514955.365920 + Penalty 4719.526554 = -2510235.839366
  nChanged 3
		SP:Iteration 113Q (23737.210000 sec): 3 clusters
  Score: Raw -2514956.268525 + Penalty 4719.526554 = -2510236.741971
  nChanged 5
		SP:Iteration 114Q (23737.510000 sec): 3 clusters
  Score: Raw -2514957.567824 + Penalty 4719.526554 = -2510238.041270
  nChanged 0
		SP:Iteration 115F (23737.770000 sec): 3 clusters
  Score: Raw -2514957.567824 + Penalty 4719.526554 = -2510238.041270
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23738.830000 sec): 2 clusters
  Score: Raw -37624586.673325 + Penalty 3039.506937 = -37621547.166388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23740.330000 sec): 3 clusters
  Score: Raw -37486431.787425 + Penalty 6079.013874 = -37480352.773551
  nChanged 101344
		SP:Iteration 1F (23741.980000 sec): 3 clusters
  Score: Raw -37545971.850955 + Penalty 6079.013874 = -37539892.837081
  nChanged 5785
		SP:Iteration 2Q (23744.000000 sec): 3 clusters
  Score: Raw -37547181.170076 + Penalty 6079.013874 = -37541102.156202
  nChanged 6383
		SP:Iteration 3Q (23745.520000 sec): 3 clusters
  Score: Raw -37548769.957944 + Penalty 6079.013874 = -37542690.944070
  nChanged 7328
		SP:Iteration 4Q (23747.140000 sec): 3 clusters
  Score: Raw -37550938.067042 + Penalty 6079.013874 = -37544859.053168
  nChanged 8584
		SP:Iteration 5Q (23749.030000 sec): 3 clusters
  Score: Raw -37553985.989974 + Penalty 6079.013874 = -37547906.976100
  nChanged 9788
		SP:Iteration 6Q (23750.870000 sec): 3 clusters
  Score: Raw -37557900.146922 + Penalty 6079.013874 = -37551821.133048
  nChanged 10725
		SP:Iteration 7F (23752.550000 sec): 3 clusters
  Score: Raw -37562303.075944 + Penalty 6079.013874 = -37556224.062070
  nChanged 10615
		SP:Iteration 8F (23754.230000 sec): 3 clusters
  Score: Raw -37566494.147962 + Penalty 6079.013874 = -37560415.134088
  nChanged 9743
		SP:Iteration 9Q (23755.930000 sec): 3 clusters
  Score: Raw -37570274.928282 + Penalty 6079.013874 = -37564195.914408
  nChanged 8948
		SP:Iteration 10Q (23757.800000 sec): 3 clusters
  Score: Raw -37573929.559049 + Penalty 6079.013874 = -37567850.545176
  nChanged 8491
		SP:Iteration 11Q (23759.300000 sec): 3 clusters
  Score: Raw -37578123.915781 + Penalty 6079.013874 = -37572044.901908
  nChanged 8351
		SP:Iteration 12Q (23761.250000 sec): 3 clusters
  Score: Raw -37583481.594022 + Penalty 6079.013874 = -37577402.580148
  nChanged 8355
		SP:Iteration 13Q (23763.050000 sec): 3 clusters
  Score: Raw -37589851.317447 + Penalty 6079.013874 = -37583772.303573
  nChanged 7945
		SP:Iteration 14Q (23764.800000 sec): 3 clusters
  Score: Raw -37595768.445750 + Penalty 6079.013874 = -37589689.431877
  nChanged 6920
		SP:Iteration 15Q (23766.420000 sec): 3 clusters
  Score: Raw -37600007.807967 + Penalty 6079.013874 = -37593928.794093
  nChanged 5317
		SP:Iteration 16Q (23768.000000 sec): 3 clusters
  Score: Raw -37602712.907051 + Penalty 6079.013874 = -37596633.893177
  nChanged 4468
		SP:Iteration 17Q (23769.640000 sec): 3 clusters
  Score: Raw -37604770.623146 + Penalty 6079.013874 = -37598691.609272
  nChanged 4253
		SP:Iteration 18Q (23771.220000 sec): 3 clusters
  Score: Raw -37606638.927109 + Penalty 6079.013874 = -37600559.913235
  nChanged 4092
		SP:Iteration 19Q (23772.860000 sec): 3 clusters
  Score: Raw -37608471.428185 + Penalty 6079.013874 = -37602392.414311
  nChanged 3955
		SP:Iteration 20F (23774.510000 sec): 3 clusters
  Score: Raw -37610289.181027 + Penalty 6079.013874 = -37604210.167153
  nChanged 3625
		SP:Iteration 21Q (23776.170000 sec): 3 clusters
  Score: Raw -37612006.925711 + Penalty 6079.013874 = -37605927.911837
  nChanged 3433
		SP:Iteration 22Q (23777.670000 sec): 3 clusters
  Score: Raw -37613691.211896 + Penalty 6079.013874 = -37607612.198022
  nChanged 3126
		SP:Iteration 23Q (23779.070000 sec): 3 clusters
  Score: Raw -37615273.885948 + Penalty 6079.013874 = -37609194.872074
  nChanged 2865
		SP:Iteration 24Q (23780.590000 sec): 3 clusters
  Score: Raw -37616773.627898 + Penalty 6079.013874 = -37610694.614024
  nChanged 2581
		SP:Iteration 25Q (23782.030000 sec): 3 clusters
  Score: Raw -37618177.122217 + Penalty 6079.013874 = -37612098.108343
  nChanged 2252
		SP:Iteration 26Q (23783.370000 sec): 3 clusters
  Score: Raw -37619416.208599 + Penalty 6079.013874 = -37613337.194726
  nChanged 1944
		SP:Iteration 27Q (23784.790000 sec): 3 clusters
  Score: Raw -37620503.753156 + Penalty 6079.013874 = -37614424.739282
  nChanged 1583
		SP:Iteration 28Q (23786.150000 sec): 3 clusters
  Score: Raw -37621382.474981 + Penalty 6079.013874 = -37615303.461107
  nChanged 1335
		SP:Iteration 29Q (23787.500000 sec): 3 clusters
  Score: Raw -37622114.425076 + Penalty 6079.013874 = -37616035.411202
  nChanged 1119
		SP:Iteration 30Q (23788.920000 sec): 3 clusters
  Score: Raw -37622749.521129 + Penalty 6079.013874 = -37616670.507255
  nChanged 946
		SP:Iteration 31Q (23790.320000 sec): 3 clusters
  Score: Raw -37623276.063295 + Penalty 6079.013874 = -37617197.049421
  nChanged 704
		SP:Iteration 32Q (23791.670000 sec): 3 clusters
  Score: Raw -37623672.127784 + Penalty 6079.013874 = -37617593.113910
  nChanged 567
		SP:Iteration 33Q (23792.940000 sec): 3 clusters
  Score: Raw -37623970.740071 + Penalty 6079.013874 = -37617891.726197
  nChanged 423
		SP:Iteration 34Q (23794.260000 sec): 3 clusters
  Score: Raw -37624207.264580 + Penalty 6079.013874 = -37618128.250706
  nChanged 340
		SP:Iteration 35Q (23795.500000 sec): 3 clusters
  Score: Raw -37624396.023335 + Penalty 6079.013874 = -37618317.009461
  nChanged 266
		SP:Iteration 36Q (23796.740000 sec): 3 clusters
  Score: Raw -37624542.917511 + Penalty 6079.013874 = -37618463.903637
  nChanged 214
		SP:Iteration 37Q (23798.060000 sec): 3 clusters
  Score: Raw -37624666.332254 + Penalty 6079.013874 = -37618587.318380
  nChanged 166
		SP:Iteration 38Q (23799.400000 sec): 3 clusters
  Score: Raw -37624766.528216 + Penalty 6079.013874 = -37618687.514342
  nChanged 124
		SP:Iteration 39Q (23800.760000 sec): 3 clusters
  Score: Raw -37624841.168153 + Penalty 6079.013874 = -37618762.154279
  nChanged 84
		SP:Iteration 40F (23802.270000 sec): 3 clusters
  Score: Raw -37624890.305156 + Penalty 6079.013874 = -37618811.291282
  nChanged 71
		SP:Iteration 41Q (23803.670000 sec): 3 clusters
  Score: Raw -37624930.690611 + Penalty 6079.013874 = -37618851.676737
  nChanged 57
		SP:Iteration 42Q (23805.020000 sec): 3 clusters
  Score: Raw -37624964.077572 + Penalty 6079.013874 = -37618885.063698
  nChanged 48
		SP:Iteration 43Q (23806.400000 sec): 3 clusters
  Score: Raw -37624989.910527 + Penalty 6079.013874 = -37618910.896653
  nChanged 32
		SP:Iteration 44Q (23807.700000 sec): 3 clusters
  Score: Raw -37625007.964397 + Penalty 6079.013874 = -37618928.950523
  nChanged 36
		SP:Iteration 45Q (23809.030000 sec): 3 clusters
  Score: Raw -37625027.177785 + Penalty 6079.013874 = -37618948.163911
  nChanged 22
		SP:Iteration 46Q (23810.450000 sec): 3 clusters
  Score: Raw -37625042.477183 + Penalty 6079.013874 = -37618963.463309
  nChanged 22
		SP:Iteration 47Q (23811.840000 sec): 3 clusters
  Score: Raw -37625057.447815 + Penalty 6079.013874 = -37618978.433941
  nChanged 15
		SP:Iteration 48Q (23813.250000 sec): 3 clusters
  Score: Raw -37625064.662145 + Penalty 6079.013874 = -37618985.648271
  nChanged 15
		SP:Iteration 49Q (23814.620000 sec): 3 clusters
  Score: Raw -37625072.278992 + Penalty 6079.013874 = -37618993.265118
  nChanged 20
		SP:Iteration 50Q (23815.980000 sec): 3 clusters
  Score: Raw -37625083.747752 + Penalty 6079.013874 = -37619004.733878
  nChanged 12
		SP:Iteration 51Q (23817.340000 sec): 3 clusters
  Score: Raw -37625087.805735 + Penalty 6079.013874 = -37619008.791862
  nChanged 6
		SP:Iteration 52Q (23818.820000 sec): 3 clusters
  Score: Raw -37625090.211013 + Penalty 6079.013874 = -37619011.197139
  nChanged 7
		SP:Iteration 53Q (23820.240000 sec): 3 clusters
  Score: Raw -37625093.601907 + Penalty 6079.013874 = -37619014.588033
  nChanged 8
		SP:Iteration 54Q (23821.570000 sec): 3 clusters
  Score: Raw -37625097.698601 + Penalty 6079.013874 = -37619018.684727
  nChanged 8
		SP:Iteration 55Q (23822.970000 sec): 3 clusters
  Score: Raw -37625101.622004 + Penalty 6079.013874 = -37619022.608130
  nChanged 6
		SP:Iteration 56Q (23824.360000 sec): 3 clusters
  Score: Raw -37625104.850477 + Penalty 6079.013874 = -37619025.836603
  nChanged 7
		SP:Iteration 57Q (23825.780000 sec): 3 clusters
  Score: Raw -37625107.419327 + Penalty 6079.013874 = -37619028.405453
  nChanged 4
		SP:Iteration 58Q (23827.060000 sec): 3 clusters
  Score: Raw -37625109.906143 + Penalty 6079.013874 = -37619030.892269
  nChanged 5
		SP:Iteration 59Q (23828.450000 sec): 3 clusters
  Score: Raw -37625112.480007 + Penalty 6079.013874 = -37619033.466133
  nChanged 4
		SP:Iteration 60F (23830.010000 sec): 3 clusters
  Score: Raw -37625113.761292 + Penalty 6079.013874 = -37619034.747418
  nChanged 3
		SP:Iteration 61Q (23831.310000 sec): 3 clusters
  Score: Raw -37625114.986272 + Penalty 6079.013874 = -37619035.972398
  nChanged 1
		SP:Iteration 62Q (23832.560000 sec): 3 clusters
  Score: Raw -37625115.593343 + Penalty 6079.013874 = -37619036.579469
  nChanged 3
		SP:Iteration 63Q (23833.890000 sec): 3 clusters
  Score: Raw -37625117.425828 + Penalty 6079.013874 = -37619038.411954
  nChanged 1
		SP:Iteration 64Q (23835.180000 sec): 3 clusters
  Score: Raw -37625117.713080 + Penalty 6079.013874 = -37619038.699206
  nChanged 0
		SP:Iteration 65F (23836.590000 sec): 3 clusters
  Score: Raw -37625117.713080 + Penalty 6079.013874 = -37619038.699206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23836.840000 sec): 2 clusters
  Score: Raw -3608271.265461 + Penalty 2468.306548 = -3605802.958913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23837.160000 sec): 3 clusters
  Score: Raw -3596036.701337 + Penalty 4936.613095 = -3591100.088241
  nChanged 9265
		SP:Iteration 1F (23837.480000 sec): 3 clusters
  Score: Raw -3601583.592330 + Penalty 4936.613095 = -3596646.979235
  nChanged 1599
		SP:Iteration 2F (23837.760000 sec): 3 clusters
  Score: Raw -3603022.069244 + Penalty 4936.613095 = -3598085.456149
  nChanged 1780
		SP:Iteration 3F (23838.070000 sec): 3 clusters
  Score: Raw -3604875.326711 + Penalty 4936.613095 = -3599938.713616
  nChanged 1885
		SP:Iteration 4F (23838.360000 sec): 3 clusters
  Score: Raw -3606683.899265 + Penalty 4936.613095 = -3601747.286170
  nChanged 1627
		SP:Iteration 5F (23838.650000 sec): 3 clusters
  Score: Raw -3607995.809196 + Penalty 4936.613095 = -3603059.196101
  nChanged 1237
		SP:Iteration 6F (23839.010000 sec): 3 clusters
  Score: Raw -3608724.431009 + Penalty 4936.613095 = -3603787.817914
  nChanged 845
		SP:Iteration 7Q (23839.330000 sec): 3 clusters
  Score: Raw -3609121.915434 + Penalty 4936.613095 = -3604185.302339
  nChanged 602
		SP:Iteration 8Q (23839.630000 sec): 3 clusters
  Score: Raw -3609350.930807 + Penalty 4936.613095 = -3604414.317712
  nChanged 442
		SP:Iteration 9Q (23839.920000 sec): 3 clusters
  Score: Raw -3609486.930725 + Penalty 4936.613095 = -3604550.317630
  nChanged 375
		SP:Iteration 10Q (23840.270000 sec): 3 clusters
  Score: Raw -3609591.074100 + Penalty 4936.613095 = -3604654.461005
  nChanged 309
		SP:Iteration 11Q (23840.560000 sec): 3 clusters
  Score: Raw -3609668.569973 + Penalty 4936.613095 = -3604731.956877
  nChanged 272
		SP:Iteration 12Q (23840.880000 sec): 3 clusters
  Score: Raw -3609733.868074 + Penalty 4936.613095 = -3604797.254979
  nChanged 242
		SP:Iteration 13Q (23841.240000 sec): 3 clusters
  Score: Raw -3609788.547874 + Penalty 4936.613095 = -3604851.934779
  nChanged 242
		SP:Iteration 14Q (23841.580000 sec): 3 clusters
  Score: Raw -3609842.355289 + Penalty 4936.613095 = -3604905.742194
  nChanged 247
		SP:Iteration 15Q (23841.830000 sec): 3 clusters
  Score: Raw -3609895.946002 + Penalty 4936.613095 = -3604959.332907
  nChanged 229
		SP:Iteration 16Q (23842.150000 sec): 3 clusters
  Score: Raw -3609944.319837 + Penalty 4936.613095 = -3605007.706742
  nChanged 231
		SP:Iteration 17Q (23842.490000 sec): 3 clusters
  Score: Raw -3609992.649250 + Penalty 4936.613095 = -3605056.036155
  nChanged 206
		SP:Iteration 18Q (23842.760000 sec): 3 clusters
  Score: Raw -3610032.663837 + Penalty 4936.613095 = -3605096.050741
  nChanged 190
		SP:Iteration 19Q (23843.090000 sec): 3 clusters
  Score: Raw -3610070.335405 + Penalty 4936.613095 = -3605133.722310
  nChanged 211
		SP:Iteration 20F (23843.380000 sec): 3 clusters
  Score: Raw -3610114.066245 + Penalty 4936.613095 = -3605177.453150
  nChanged 219
		SP:Iteration 21Q (23843.670000 sec): 3 clusters
  Score: Raw -3610156.433363 + Penalty 4936.613095 = -3605219.820268
  nChanged 184
		SP:Iteration 22Q (23843.920000 sec): 3 clusters
  Score: Raw -3610194.214162 + Penalty 4936.613095 = -3605257.601066
  nChanged 168
		SP:Iteration 23Q (23844.210000 sec): 3 clusters
  Score: Raw -3610225.630416 + Penalty 4936.613095 = -3605289.017321
  nChanged 159
		SP:Iteration 24Q (23844.510000 sec): 3 clusters
  Score: Raw -3610255.566965 + Penalty 4936.613095 = -3605318.953870
  nChanged 156
		SP:Iteration 25Q (23844.780000 sec): 3 clusters
  Score: Raw -3610283.652883 + Penalty 4936.613095 = -3605347.039787
  nChanged 135
		SP:Iteration 26Q (23845.100000 sec): 3 clusters
  Score: Raw -3610303.644283 + Penalty 4936.613095 = -3605367.031188
  nChanged 117
		SP:Iteration 27Q (23845.400000 sec): 3 clusters
  Score: Raw -3610320.530409 + Penalty 4936.613095 = -3605383.917314
  nChanged 113
		SP:Iteration 28Q (23845.710000 sec): 3 clusters
  Score: Raw -3610338.906532 + Penalty 4936.613095 = -3605402.293437
  nChanged 123
		SP:Iteration 29Q (23846.020000 sec): 3 clusters
  Score: Raw -3610361.611433 + Penalty 4936.613095 = -3605424.998338
  nChanged 113
		SP:Iteration 30Q (23846.310000 sec): 3 clusters
  Score: Raw -3610382.790634 + Penalty 4936.613095 = -3605446.177539
  nChanged 105
		SP:Iteration 31Q (23846.610000 sec): 3 clusters
  Score: Raw -3610403.206391 + Penalty 4936.613095 = -3605466.593296
  nChanged 114
		SP:Iteration 32Q (23846.920000 sec): 3 clusters
  Score: Raw -3610422.586065 + Penalty 4936.613095 = -3605485.972970
  nChanged 106
		SP:Iteration 33Q (23847.200000 sec): 3 clusters
  Score: Raw -3610439.906359 + Penalty 4936.613095 = -3605503.293264
  nChanged 90
		SP:Iteration 34Q (23847.490000 sec): 3 clusters
  Score: Raw -3610454.042398 + Penalty 4936.613095 = -3605517.429303
  nChanged 63
		SP:Iteration 35Q (23847.810000 sec): 3 clusters
  Score: Raw -3610463.668594 + Penalty 4936.613095 = -3605527.055499
  nChanged 61
		SP:Iteration 36Q (23848.100000 sec): 3 clusters
  Score: Raw -3610471.618035 + Penalty 4936.613095 = -3605535.004940
  nChanged 49
		SP:Iteration 37Q (23848.370000 sec): 3 clusters
  Score: Raw -3610477.347692 + Penalty 4936.613095 = -3605540.734597
  nChanged 39
		SP:Iteration 38Q (23848.650000 sec): 3 clusters
  Score: Raw -3610481.627568 + Penalty 4936.613095 = -3605545.014473
  nChanged 37
		SP:Iteration 39Q (23848.900000 sec): 3 clusters
  Score: Raw -3610485.763558 + Penalty 4936.613095 = -3605549.150463
  nChanged 34
		SP:Iteration 40F (23849.230000 sec): 3 clusters
  Score: Raw -3610489.367023 + Penalty 4936.613095 = -3605552.753928
  nChanged 31
		SP:Iteration 41Q (23849.540000 sec): 3 clusters
  Score: Raw -3610493.114947 + Penalty 4936.613095 = -3605556.501852
  nChanged 33
		SP:Iteration 42Q (23849.860000 sec): 3 clusters
  Score: Raw -3610496.468077 + Penalty 4936.613095 = -3605559.854982
  nChanged 28
		SP:Iteration 43Q (23850.140000 sec): 3 clusters
  Score: Raw -3610499.358667 + Penalty 4936.613095 = -3605562.745572
  nChanged 26
		SP:Iteration 44Q (23850.420000 sec): 3 clusters
  Score: Raw -3610501.942581 + Penalty 4936.613095 = -3605565.329486
  nChanged 24
		SP:Iteration 45Q (23850.730000 sec): 3 clusters
  Score: Raw -3610504.429197 + Penalty 4936.613095 = -3605567.816102
  nChanged 32
		SP:Iteration 46Q (23851.030000 sec): 3 clusters
  Score: Raw -3610507.391676 + Penalty 4936.613095 = -3605570.778581
  nChanged 26
		SP:Iteration 47Q (23851.290000 sec): 3 clusters
  Score: Raw -3610509.623162 + Penalty 4936.613095 = -3605573.010067
  nChanged 20
		SP:Iteration 48Q (23851.580000 sec): 3 clusters
  Score: Raw -3610511.284003 + Penalty 4936.613095 = -3605574.670908
  nChanged 24
		SP:Iteration 49Q (23851.920000 sec): 3 clusters
  Score: Raw -3610513.125215 + Penalty 4936.613095 = -3605576.512120
  nChanged 23
		SP:Iteration 50Q (23852.190000 sec): 3 clusters
  Score: Raw -3610515.263659 + Penalty 4936.613095 = -3605578.650564
  nChanged 18
		SP:Iteration 51Q (23852.440000 sec): 3 clusters
  Score: Raw -3610517.116318 + Penalty 4936.613095 = -3605580.503223
  nChanged 13
		SP:Iteration 52Q (23852.720000 sec): 3 clusters
  Score: Raw -3610518.132090 + Penalty 4936.613095 = -3605581.518995
  nChanged 8
		SP:Iteration 53Q (23853.010000 sec): 3 clusters
  Score: Raw -3610518.838791 + Penalty 4936.613095 = -3605582.225696
  nChanged 6
		SP:Iteration 54Q (23853.350000 sec): 3 clusters
  Score: Raw -3610519.282598 + Penalty 4936.613095 = -3605582.669503
  nChanged 6
		SP:Iteration 55Q (23853.650000 sec): 3 clusters
  Score: Raw -3610519.834053 + Penalty 4936.613095 = -3605583.220958
  nChanged 6
		SP:Iteration 56Q (23853.960000 sec): 3 clusters
  Score: Raw -3610520.292119 + Penalty 4936.613095 = -3605583.679024
  nChanged 6
		SP:Iteration 57Q (23854.220000 sec): 3 clusters
  Score: Raw -3610520.632911 + Penalty 4936.613095 = -3605584.019816
  nChanged 3
		SP:Iteration 58Q (23854.510000 sec): 3 clusters
  Score: Raw -3610520.829758 + Penalty 4936.613095 = -3605584.216663
  nChanged 3
		SP:Iteration 59Q (23854.740000 sec): 3 clusters
  Score: Raw -3610521.065907 + Penalty 4936.613095 = -3605584.452812
  nChanged 3
		SP:Iteration 60F (23855.040000 sec): 3 clusters
  Score: Raw -3610521.282659 + Penalty 4936.613095 = -3605584.669564
  nChanged 1
		SP:Iteration 61Q (23855.290000 sec): 3 clusters
  Score: Raw -3610521.323292 + Penalty 4936.613095 = -3605584.710197
  nChanged 0
		SP:Iteration 62F (23855.570000 sec): 3 clusters
  Score: Raw -3610521.323292 + Penalty 4936.613095 = -3605584.710197
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23856.150000 sec): 2 clusters
  Score: Raw -17104880.260400 + Penalty 2845.159149 = -17102035.101252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23856.890000 sec): 3 clusters
  Score: Raw -17043476.517002 + Penalty 5690.318297 = -17037786.198705
  nChanged 45231
		SP:Iteration 1F (23857.810000 sec): 3 clusters
  Score: Raw -17069233.731182 + Penalty 5690.318297 = -17063543.412885
  nChanged 2974
		SP:Iteration 2Q (23858.690000 sec): 3 clusters
  Score: Raw -17069914.417684 + Penalty 5690.318297 = -17064224.099387
  nChanged 3038
		SP:Iteration 3Q (23859.480000 sec): 3 clusters
  Score: Raw -17070690.827588 + Penalty 5690.318297 = -17065000.509291
  nChanged 3317
		SP:Iteration 4Q (23860.290000 sec): 3 clusters
  Score: Raw -17071760.257554 + Penalty 5690.318297 = -17066069.939257
  nChanged 4049
		SP:Iteration 5Q (23861.200000 sec): 3 clusters
  Score: Raw -17073485.900143 + Penalty 5690.318297 = -17067795.581846
  nChanged 5399
		SP:Iteration 6F (23862.020000 sec): 3 clusters
  Score: Raw -17076567.784910 + Penalty 5690.318297 = -17070877.466613
  nChanged 7178
		SP:Iteration 7F (23862.820000 sec): 3 clusters
  Score: Raw -17081832.947633 + Penalty 5690.318297 = -17076142.629335
  nChanged 8454
		SP:Iteration 8F (23863.640000 sec): 3 clusters
  Score: Raw -17089343.199443 + Penalty 5690.318297 = -17083652.881146
  nChanged 7797
		SP:Iteration 9F (23864.450000 sec): 3 clusters
  Score: Raw -17096894.760840 + Penalty 5690.318297 = -17091204.442543
  nChanged 4989
		SP:Iteration 10F (23865.310000 sec): 3 clusters
  Score: Raw -17101626.695277 + Penalty 5690.318297 = -17095936.376980
  nChanged 2293
		SP:Iteration 11Q (23866.160000 sec): 3 clusters
  Score: Raw -17103680.778789 + Penalty 5690.318297 = -17097990.460492
  nChanged 905
		SP:Iteration 12Q (23866.970000 sec): 3 clusters
  Score: Raw -17104483.397412 + Penalty 5690.318297 = -17098793.079115
  nChanged 403
		SP:Iteration 13Q (23867.750000 sec): 3 clusters
  Score: Raw -17104854.180833 + Penalty 5690.318297 = -17099163.862536
  nChanged 198
		SP:Iteration 14Q (23868.410000 sec): 3 clusters
  Score: Raw -17105037.514007 + Penalty 5690.318297 = -17099347.195710
  nChanged 110
		SP:Iteration 15Q (23869.310000 sec): 3 clusters
  Score: Raw -17105138.032158 + Penalty 5690.318297 = -17099447.713861
  nChanged 77
		SP:Iteration 16Q (23870.090000 sec): 3 clusters
  Score: Raw -17105205.961244 + Penalty 5690.318297 = -17099515.642947
  nChanged 41
		SP:Iteration 17Q (23870.820000 sec): 3 clusters
  Score: Raw -17105241.494288 + Penalty 5690.318297 = -17099551.175991
  nChanged 21
		SP:Iteration 18Q (23871.540000 sec): 3 clusters
  Score: Raw -17105259.835444 + Penalty 5690.318297 = -17099569.517147
  nChanged 15
		SP:Iteration 19Q (23872.280000 sec): 3 clusters
  Score: Raw -17105273.431590 + Penalty 5690.318297 = -17099583.113293
  nChanged 8
		SP:Iteration 20F (23873.060000 sec): 3 clusters
  Score: Raw -17105279.313074 + Penalty 5690.318297 = -17099588.994777
  nChanged 5
		SP:Iteration 21Q (23873.760000 sec): 3 clusters
  Score: Raw -17105282.784561 + Penalty 5690.318297 = -17099592.466264
  nChanged 6
		SP:Iteration 22Q (23874.440000 sec): 3 clusters
  Score: Raw -17105287.639922 + Penalty 5690.318297 = -17099597.321624
  nChanged 8
		SP:Iteration 23Q (23875.180000 sec): 3 clusters
  Score: Raw -17105293.557792 + Penalty 5690.318297 = -17099603.239495
  nChanged 10
		SP:Iteration 24Q (23875.890000 sec): 3 clusters
  Score: Raw -17105302.526116 + Penalty 5690.318297 = -17099612.207818
  nChanged 7
		SP:Iteration 25Q (23876.630000 sec): 3 clusters
  Score: Raw -17105307.946677 + Penalty 5690.318297 = -17099617.628379
  nChanged 1
		SP:Iteration 26Q (23877.390000 sec): 3 clusters
  Score: Raw -17105308.930062 + Penalty 5690.318297 = -17099618.611765
  nChanged 1
		SP:Iteration 27Q (23878.030000 sec): 3 clusters
  Score: Raw -17105309.661774 + Penalty 5690.318297 = -17099619.343477
  nChanged 0
		SP:Iteration 28F (23878.900000 sec): 3 clusters
  Score: Raw -17105309.661774 + Penalty 5690.318297 = -17099619.343477
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23879.010000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23879.220000 sec): 3 clusters
  Score: Raw -82630.259460 + Penalty 3110.410262 = -79519.849198
  nChanged 91
		SP:Iteration 1F (23879.360000 sec): 3 clusters
  Score: Raw -82795.827097 + Penalty 3110.410262 = -79685.416835
  nChanged 20
		SP:Iteration 2Q (23879.550000 sec): 3 clusters
  Score: Raw -82835.898095 + Penalty 3110.410262 = -79725.487832
  nChanged 10
		SP:Iteration 3Q (23879.710000 sec): 3 clusters
  Score: Raw -82857.365457 + Penalty 3110.410262 = -79746.955195
  nChanged 7
		SP:Iteration 4Q (23879.880000 sec): 3 clusters
  Score: Raw -82873.445758 + Penalty 3110.410262 = -79763.035496
  nChanged 5
		SP:Iteration 5Q (23880.020000 sec): 3 clusters
  Score: Raw -82885.850948 + Penalty 3110.410262 = -79775.440686
  nChanged 5
		SP:Iteration 6Q (23880.200000 sec): 3 clusters
  Score: Raw -82897.962882 + Penalty 3110.410262 = -79787.552620
  nChanged 2
		SP:Iteration 7Q (23880.400000 sec): 3 clusters
  Score: Raw -82901.147033 + Penalty 3110.410262 = -79790.736771
  nChanged 3
		SP:Iteration 8Q (23880.520000 sec): 3 clusters
  Score: Raw -82909.566151 + Penalty 3110.410262 = -79799.155889
  nChanged 1
		SP:Iteration 9Q (23880.710000 sec): 3 clusters
  Score: Raw -82914.086723 + Penalty 3110.410262 = -79803.676461
  nChanged 1
		SP:Iteration 10Q (23880.830000 sec): 3 clusters
  Score: Raw -82916.245567 + Penalty 3110.410262 = -79805.835305
  nChanged 2
		SP:Iteration 11Q (23880.960000 sec): 3 clusters
  Score: Raw -82919.784368 + Penalty 3110.410262 = -79809.374106
  nChanged 1
		SP:Iteration 12Q (23881.060000 sec): 3 clusters
  Score: Raw -82925.263679 + Penalty 3110.410262 = -79814.853417
  nChanged 1
		SP:Iteration 13Q (23881.150000 sec): 3 clusters
  Score: Raw -82928.378068 + Penalty 3110.410262 = -79817.967806
  nChanged 0
		SP:Iteration 14F (23881.290000 sec): 3 clusters
  Score: Raw -82928.378068 + Penalty 3110.410262 = -79817.967806
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23881.380000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23881.480000 sec): 3 clusters
  Score: Raw -34406.690105 + Penalty 2645.028521 = -31761.661583
  nChanged 21
		SP:Iteration 1F (23881.610000 sec): 3 clusters
  Score: Raw -34482.917245 + Penalty 2645.028521 = -31837.888723
  nChanged 6
		SP:Iteration 2Q (23881.750000 sec): 3 clusters
  Score: Raw -34499.711028 + Penalty 2645.028521 = -31854.682506
  nChanged 1
		SP:Iteration 3Q (23881.880000 sec): 3 clusters
  Score: Raw -34501.480772 + Penalty 2645.028521 = -31856.452251
  nChanged 0
		SP:Iteration 4F (23882.080000 sec): 3 clusters
  Score: Raw -34501.480772 + Penalty 2645.028521 = -31856.452251
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23882.140000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23882.330000 sec): 3 clusters
  Score: Raw -18314.697928 + Penalty 2331.438261 = -15983.259666
  nChanged 1
		SP:Iteration 1Q (23882.520000 sec): 3 clusters
  Score: Raw -18329.736867 + Penalty 2331.438261 = -15998.298605
  nChanged 0
		SP:Iteration 2F (23882.690000 sec): 3 clusters
  Score: Raw -18329.736867 + Penalty 2331.438261 = -15998.298605
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23882.760000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23882.870000 sec): 3 clusters
  Score: Raw -79093.619446 + Penalty 3061.163496 = -76032.455949
  nChanged 79
		SP:Iteration 1F (23883.040000 sec): 3 clusters
  Score: Raw -79274.063402 + Penalty 3061.163496 = -76212.899905
  nChanged 14
		SP:Iteration 2Q (23883.200000 sec): 3 clusters
  Score: Raw -79309.008778 + Penalty 3061.163496 = -76247.845282
  nChanged 5
		SP:Iteration 3Q (23883.350000 sec): 3 clusters
  Score: Raw -79323.835515 + Penalty 3061.163496 = -76262.672019
  nChanged 4
		SP:Iteration 4Q (23883.590000 sec): 3 clusters
  Score: Raw -79333.025655 + Penalty 3061.163496 = -76271.862159
  nChanged 4
		SP:Iteration 5Q (23883.710000 sec): 3 clusters
  Score: Raw -79340.736902 + Penalty 3061.163496 = -76279.573406
  nChanged 0
		SP:Iteration 6F (23883.870000 sec): 3 clusters
  Score: Raw -79340.736902 + Penalty 3061.163496 = -76279.573406
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23883.970000 sec): 2 clusters
  Score: Raw -129000.292227 + Penalty 1641.778155 = -127358.514072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23884.130000 sec): 3 clusters
  Score: Raw -128875.851035 + Penalty 3283.556310 = -125592.294724
  nChanged 178
		SP:Iteration 1F (23884.270000 sec): 3 clusters
  Score: Raw -129096.952479 + Penalty 3283.556310 = -125813.396169
  nChanged 38
		SP:Iteration 2F (23884.460000 sec): 3 clusters
  Score: Raw -129160.551807 + Penalty 3283.556310 = -125876.995497
  nChanged 16
		SP:Iteration 3Q (23884.620000 sec): 3 clusters
  Score: Raw -129189.075490 + Penalty 3283.556310 = -125905.519179
  nChanged 11
		SP:Iteration 4Q (23884.790000 sec): 3 clusters
  Score: Raw -129207.188185 + Penalty 3283.556310 = -125923.631874
  nChanged 6
		SP:Iteration 5Q (23884.990000 sec): 3 clusters
  Score: Raw -129218.919191 + Penalty 3283.556310 = -125935.362881
  nChanged 5
		SP:Iteration 6Q (23885.220000 sec): 3 clusters
  Score: Raw -129229.322355 + Penalty 3283.556310 = -125945.766044
  nChanged 4
		SP:Iteration 7Q (23885.410000 sec): 3 clusters
  Score: Raw -129232.580045 + Penalty 3283.556310 = -125949.023734
  nChanged 4
		SP:Iteration 8Q (23885.600000 sec): 3 clusters
  Score: Raw -129236.183849 + Penalty 3283.556310 = -125952.627538
  nChanged 2
		SP:Iteration 9Q (23885.710000 sec): 3 clusters
  Score: Raw -129240.537512 + Penalty 3283.556310 = -125956.981201
  nChanged 1
		SP:Iteration 10Q (23885.840000 sec): 3 clusters
  Score: Raw -129241.699985 + Penalty 3283.556310 = -125958.143674
  nChanged 0
		SP:Iteration 11F (23885.970000 sec): 3 clusters
  Score: Raw -129241.699985 + Penalty 3283.556310 = -125958.143674
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23886.040000 sec): 2 clusters
  Score: Raw -19840.290813 + Penalty 1310.234525 = -18530.056288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23886.180000 sec): 3 clusters
  Score: Raw -20253.254570 + Penalty 2620.469049 = -17632.785520
  nChanged 19
		SP:Iteration 1F (23886.330000 sec): 3 clusters
  Score: Raw -20325.498272 + Penalty 2620.469049 = -17705.029222
  nChanged 5
		SP:Iteration 2Q (23886.470000 sec): 3 clusters
  Score: Raw -20352.326179 + Penalty 2620.469049 = -17731.857130
  nChanged 3
		SP:Iteration 3Q (23886.590000 sec): 3 clusters
  Score: Raw -20360.769449 + Penalty 2620.469049 = -17740.300400
  nChanged 2
		SP:Iteration 4Q (23886.780000 sec): 3 clusters
  Score: Raw -20369.112743 + Penalty 2620.469049 = -17748.643694
  nChanged 1
		SP:Iteration 5Q (23886.910000 sec): 3 clusters
  Score: Raw -20372.243190 + Penalty 2620.469049 = -17751.774140
  nChanged 0
		SP:Iteration 6F (23887.070000 sec): 3 clusters
  Score: Raw -20372.243190 + Penalty 2620.469049 = -17751.774140
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23887.180000 sec): 2 clusters
  Score: Raw -135016.210674 + Penalty 1645.714746 = -133370.495928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23887.330000 sec): 3 clusters
  Score: Raw -134922.770120 + Penalty 3291.429492 = -131631.340629
  nChanged 154
		SP:Iteration 1F (23887.500000 sec): 3 clusters
  Score: Raw -135103.483396 + Penalty 3291.429492 = -131812.053904
  nChanged 40
		SP:Iteration 2F (23887.630000 sec): 3 clusters
  Score: Raw -135164.937206 + Penalty 3291.429492 = -131873.507714
  nChanged 23
		SP:Iteration 3Q (23887.810000 sec): 3 clusters
  Score: Raw -135211.064422 + Penalty 3291.429492 = -131919.634931
  nChanged 15
		SP:Iteration 4Q (23887.940000 sec): 3 clusters
  Score: Raw -135232.885014 + Penalty 3291.429492 = -131941.455523
  nChanged 9
		SP:Iteration 5Q (23888.120000 sec): 3 clusters
  Score: Raw -135245.601829 + Penalty 3291.429492 = -131954.172338
  nChanged 2
		SP:Iteration 6Q (23888.260000 sec): 3 clusters
  Score: Raw -135250.334371 + Penalty 3291.429492 = -131958.904879
  nChanged 6
		SP:Iteration 7Q (23888.450000 sec): 3 clusters
  Score: Raw -135254.898008 + Penalty 3291.429492 = -131963.468516
  nChanged 1
		SP:Iteration 8Q (23888.600000 sec): 3 clusters
  Score: Raw -135255.329776 + Penalty 3291.429492 = -131963.900284
  nChanged 0
		SP:Iteration 9F (23888.810000 sec): 3 clusters
  Score: Raw -135255.329776 + Penalty 3291.429492 = -131963.900284
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23888.930000 sec): 2 clusters
  Score: Raw -270851.641440 + Penalty 1823.405393 = -269028.236047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23889.090000 sec): 3 clusters
  Score: Raw -270338.028979 + Penalty 3646.810786 = -266691.218194
  nChanged 475
		SP:Iteration 1F (23889.240000 sec): 3 clusters
  Score: Raw -270792.465758 + Penalty 3646.810786 = -267145.654972
  nChanged 123
		SP:Iteration 2F (23889.410000 sec): 3 clusters
  Score: Raw -270933.835464 + Penalty 3646.810786 = -267287.024679
  nChanged 71
		SP:Iteration 3Q (23889.550000 sec): 3 clusters
  Score: Raw -271008.934857 + Penalty 3646.810786 = -267362.124071
  nChanged 61
		SP:Iteration 4Q (23889.740000 sec): 3 clusters
  Score: Raw -271093.916264 + Penalty 3646.810786 = -267447.105479
  nChanged 61
		SP:Iteration 5Q (23889.920000 sec): 3 clusters
  Score: Raw -271188.192954 + Penalty 3646.810786 = -267541.382168
  nChanged 44
		SP:Iteration 6Q (23890.090000 sec): 3 clusters
  Score: Raw -271261.031793 + Penalty 3646.810786 = -267614.221008
  nChanged 40
		SP:Iteration 7Q (23890.290000 sec): 3 clusters
  Score: Raw -271332.382087 + Penalty 3646.810786 = -267685.571301
  nChanged 40
		SP:Iteration 8Q (23890.430000 sec): 3 clusters
  Score: Raw -271393.407073 + Penalty 3646.810786 = -267746.596287
  nChanged 38
		SP:Iteration 9Q (23890.570000 sec): 3 clusters
  Score: Raw -271458.881144 + Penalty 3646.810786 = -267812.070358
  nChanged 38
		SP:Iteration 10Q (23890.710000 sec): 3 clusters
  Score: Raw -271515.904458 + Penalty 3646.810786 = -267869.093672
  nChanged 30
		SP:Iteration 11Q (23890.930000 sec): 3 clusters
  Score: Raw -271547.751630 + Penalty 3646.810786 = -267900.940844
  nChanged 24
		SP:Iteration 12Q (23891.080000 sec): 3 clusters
  Score: Raw -271580.877640 + Penalty 3646.810786 = -267934.066854
  nChanged 23
		SP:Iteration 13Q (23891.280000 sec): 3 clusters
  Score: Raw -271616.532859 + Penalty 3646.810786 = -267969.722073
  nChanged 18
		SP:Iteration 14Q (23891.460000 sec): 3 clusters
  Score: Raw -271643.354571 + Penalty 3646.810786 = -267996.543785
  nChanged 28
		SP:Iteration 15Q (23891.680000 sec): 3 clusters
  Score: Raw -271671.952008 + Penalty 3646.810786 = -268025.141222
  nChanged 17
		SP:Iteration 16Q (23891.870000 sec): 3 clusters
  Score: Raw -271688.720873 + Penalty 3646.810786 = -268041.910087
  nChanged 18
		SP:Iteration 17Q (23892.060000 sec): 3 clusters
  Score: Raw -271705.188624 + Penalty 3646.810786 = -268058.377838
  nChanged 3
		SP:Iteration 18Q (23892.250000 sec): 3 clusters
  Score: Raw -271708.443266 + Penalty 3646.810786 = -268061.632480
  nChanged 1
		SP:Iteration 19Q (23892.390000 sec): 3 clusters
  Score: Raw -271709.115178 + Penalty 3646.810786 = -268062.304392
  nChanged 1
		SP:Iteration 20F (23892.540000 sec): 3 clusters
  Score: Raw -271709.775813 + Penalty 3646.810786 = -268062.965027
  nChanged 1
		SP:Iteration 21Q (23892.730000 sec): 3 clusters
  Score: Raw -271710.441997 + Penalty 3646.810786 = -268063.631211
  nChanged 0
		SP:Iteration 22F (23892.880000 sec): 3 clusters
  Score: Raw -271710.441997 + Penalty 3646.810786 = -268063.631211
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23892.920000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23893.050000 sec): 3 clusters
  Score: Raw -59956.458505 + Penalty 2975.472535 = -56980.985971
  nChanged 58
		SP:Iteration 1F (23893.190000 sec): 3 clusters
  Score: Raw -60077.550057 + Penalty 2975.472535 = -57102.077523
  nChanged 20
		SP:Iteration 2Q (23893.360000 sec): 3 clusters
  Score: Raw -60126.218764 + Penalty 2975.472535 = -57150.746229
  nChanged 8
		SP:Iteration 3Q (23893.490000 sec): 3 clusters
  Score: Raw -60143.811014 + Penalty 2975.472535 = -57168.338479
  nChanged 6
		SP:Iteration 4Q (23893.630000 sec): 3 clusters
  Score: Raw -60154.221141 + Penalty 2975.472535 = -57178.748606
  nChanged 2
		SP:Iteration 5Q (23893.870000 sec): 3 clusters
  Score: Raw -60160.601554 + Penalty 2975.472535 = -57185.129020
  nChanged 0
		SP:Iteration 6F (23894.130000 sec): 3 clusters
  Score: Raw -60160.601554 + Penalty 2975.472535 = -57185.129020
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23894.210000 sec): 2 clusters
  Score: Raw -187019.643125 + Penalty 1744.090817 = -185275.552309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23894.300000 sec): 3 clusters
  Score: Raw -186725.924055 + Penalty 3488.181633 = -183237.742422
  nChanged 303
		SP:Iteration 1F (23894.480000 sec): 3 clusters
  Score: Raw -187115.008645 + Penalty 3488.181633 = -183626.827012
  nChanged 93
		SP:Iteration 2F (23894.580000 sec): 3 clusters
  Score: Raw -187315.194832 + Penalty 3488.181633 = -183827.013198
  nChanged 71
		SP:Iteration 3F (23894.730000 sec): 3 clusters
  Score: Raw -187478.259001 + Penalty 3488.181633 = -183990.077368
  nChanged 53
		SP:Iteration 4Q (23894.890000 sec): 3 clusters
  Score: Raw -187574.909025 + Penalty 3488.181633 = -184086.727392
  nChanged 37
		SP:Iteration 5Q (23895.050000 sec): 3 clusters
  Score: Raw -187637.250559 + Penalty 3488.181633 = -184149.068925
  nChanged 31
		SP:Iteration 6Q (23895.210000 sec): 3 clusters
  Score: Raw -187704.426019 + Penalty 3488.181633 = -184216.244385
  nChanged 39
		SP:Iteration 7Q (23895.360000 sec): 3 clusters
  Score: Raw -187813.686298 + Penalty 3488.181633 = -184325.504664
  nChanged 43
		SP:Iteration 8Q (23895.520000 sec): 3 clusters
  Score: Raw -187891.065785 + Penalty 3488.181633 = -184402.884151
  nChanged 38
		SP:Iteration 9Q (23895.680000 sec): 3 clusters
  Score: Raw -187962.273544 + Penalty 3488.181633 = -184474.091911
  nChanged 22
		SP:Iteration 10Q (23895.840000 sec): 3 clusters
  Score: Raw -187988.025827 + Penalty 3488.181633 = -184499.844193
  nChanged 8
		SP:Iteration 11Q (23896.000000 sec): 3 clusters
  Score: Raw -187997.626854 + Penalty 3488.181633 = -184509.445221
  nChanged 6
		SP:Iteration 12Q (23896.160000 sec): 3 clusters
  Score: Raw -188003.839250 + Penalty 3488.181633 = -184515.657616
  nChanged 2
		SP:Iteration 13Q (23896.320000 sec): 3 clusters
  Score: Raw -188006.671943 + Penalty 3488.181633 = -184518.490310
  nChanged 2
		SP:Iteration 14Q (23896.470000 sec): 3 clusters
  Score: Raw -188008.937077 + Penalty 3488.181633 = -184520.755444
  nChanged 2
		SP:Iteration 15Q (23896.660000 sec): 3 clusters
  Score: Raw -188011.721791 + Penalty 3488.181633 = -184523.540157
  nChanged 2
		SP:Iteration 16Q (23896.830000 sec): 3 clusters
  Score: Raw -188012.874811 + Penalty 3488.181633 = -184524.693178
  nChanged 2
		SP:Iteration 17Q (23897.010000 sec): 3 clusters
  Score: Raw -188016.702445 + Penalty 3488.181633 = -184528.520811
  nChanged 2
		SP:Iteration 18Q (23897.200000 sec): 3 clusters
  Score: Raw -188019.095501 + Penalty 3488.181633 = -184530.913867
  nChanged 4
		SP:Iteration 19Q (23897.390000 sec): 3 clusters
  Score: Raw -188022.729746 + Penalty 3488.181633 = -184534.548113
  nChanged 2
		SP:Iteration 20F (23897.550000 sec): 3 clusters
  Score: Raw -188023.523811 + Penalty 3488.181633 = -184535.342178
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23898.140000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23898.970000 sec): 3 clusters
  Score: Raw -19043742.245803 + Penalty 5708.955617 = -19038033.290186
  nChanged 47179
		SP:Iteration 1F (23899.840000 sec): 3 clusters
  Score: Raw -19071183.483165 + Penalty 5708.955617 = -19065474.527547
  nChanged 3763
		SP:Iteration 2Q (23900.830000 sec): 3 clusters
  Score: Raw -19072401.275872 + Penalty 5708.955617 = -19066692.320255
  nChanged 4391
		SP:Iteration 3Q (23901.720000 sec): 3 clusters
  Score: Raw -19074114.673353 + Penalty 5708.955617 = -19068405.717735
  nChanged 5237
		SP:Iteration 4F (23902.540000 sec): 3 clusters
  Score: Raw -19076648.534965 + Penalty 5708.955617 = -19070939.579348
  nChanged 6259
		SP:Iteration 5F (23903.380000 sec): 3 clusters
  Score: Raw -19080360.766696 + Penalty 5708.955617 = -19074651.811078
  nChanged 7161
		SP:Iteration 6F (23904.190000 sec): 3 clusters
  Score: Raw -19085427.924439 + Penalty 5708.955617 = -19079718.968822
  nChanged 7419
		SP:Iteration 7F (23905.050000 sec): 3 clusters
  Score: Raw -19091335.945090 + Penalty 5708.955617 = -19085626.989472
  nChanged 6707
		SP:Iteration 8F (23905.880000 sec): 3 clusters
  Score: Raw -19097168.705099 + Penalty 5708.955617 = -19091459.749481
  nChanged 5003
		SP:Iteration 9F (23906.680000 sec): 3 clusters
  Score: Raw -19101713.619270 + Penalty 5708.955617 = -19096004.663652
  nChanged 3182
		SP:Iteration 10Q (23907.690000 sec): 3 clusters
  Score: Raw -19104684.970501 + Penalty 5708.955617 = -19098976.014884
  nChanged 1675
		SP:Iteration 11Q (23908.420000 sec): 3 clusters
  Score: Raw -19106210.175920 + Penalty 5708.955617 = -19100501.220302
  nChanged 890
		SP:Iteration 12Q (23909.170000 sec): 3 clusters
  Score: Raw -19106976.218287 + Penalty 5708.955617 = -19101267.262670
  nChanged 505
		SP:Iteration 13Q (23910.000000 sec): 3 clusters
  Score: Raw -19107385.608519 + Penalty 5708.955617 = -19101676.652902
  nChanged 303
		SP:Iteration 14Q (23910.800000 sec): 3 clusters
  Score: Raw -19107643.684122 + Penalty 5708.955617 = -19101934.728505
  nChanged 187
		SP:Iteration 15Q (23911.540000 sec): 3 clusters
  Score: Raw -19107800.739762 + Penalty 5708.955617 = -19102091.784144
  nChanged 128
		SP:Iteration 16Q (23912.260000 sec): 3 clusters
  Score: Raw -19107910.501790 + Penalty 5708.955617 = -19102201.546172
  nChanged 97
		SP:Iteration 17Q (23913.000000 sec): 3 clusters
  Score: Raw -19107977.870025 + Penalty 5708.955617 = -19102268.914408
  nChanged 49
		SP:Iteration 18Q (23913.740000 sec): 3 clusters
  Score: Raw -19108016.842000 + Penalty 5708.955617 = -19102307.886383
  nChanged 31
		SP:Iteration 19Q (23914.590000 sec): 3 clusters
  Score: Raw -19108039.100409 + Penalty 5708.955617 = -19102330.144792
  nChanged 26
		SP:Iteration 20F (23915.520000 sec): 3 clusters
  Score: Raw -19108059.954021 + Penalty 5708.955617 = -19102350.998404
  nChanged 24
		SP:Iteration 21Q (23916.300000 sec): 3 clusters
  Score: Raw -19108080.296676 + Penalty 5708.955617 = -19102371.341059
  nChanged 26
		SP:Iteration 22Q (23917.070000 sec): 3 clusters
  Score: Raw -19108102.680207 + Penalty 5708.955617 = -19102393.724590
  nChanged 23
		SP:Iteration 23Q (23917.840000 sec): 3 clusters
  Score: Raw -19108124.246458 + Penalty 5708.955617 = -19102415.290841
  nChanged 20
		SP:Iteration 24Q (23918.500000 sec): 3 clusters
  Score: Raw -19108141.369548 + Penalty 5708.955617 = -19102432.413931
  nChanged 20
		SP:Iteration 25Q (23919.190000 sec): 3 clusters
  Score: Raw -19108159.885537 + Penalty 5708.955617 = -19102450.929920
  nChanged 19
		SP:Iteration 26Q (23919.890000 sec): 3 clusters
  Score: Raw -19108175.659937 + Penalty 5708.955617 = -19102466.704320
  nChanged 18
		SP:Iteration 27Q (23920.620000 sec): 3 clusters
  Score: Raw -19108189.822338 + Penalty 5708.955617 = -19102480.866721
  nChanged 11
		SP:Iteration 28Q (23921.310000 sec): 3 clusters
  Score: Raw -19108198.506733 + Penalty 5708.955617 = -19102489.551116
  nChanged 9
		SP:Iteration 29Q (23922.040000 sec): 3 clusters
  Score: Raw -19108205.045543 + Penalty 5708.955617 = -19102496.089926
  nChanged 7
		SP:Iteration 30Q (23922.810000 sec): 3 clusters
  Score: Raw -19108209.005701 + Penalty 5708.955617 = -19102500.050083
  nChanged 3
		SP:Iteration 31Q (23923.570000 sec): 3 clusters
  Score: Raw -19108212.401198 + Penalty 5708.955617 = -19102503.445580
  nChanged 3
		SP:Iteration 32Q (23924.350000 sec): 3 clusters
  Score: Raw -19108214.722766 + Penalty 5708.955617 = -19102505.767149
  nChanged 3
		SP:Iteration 33Q (23925.100000 sec): 3 clusters
  Score: Raw -19108216.831107 + Penalty 5708.955617 = -19102507.875489
  nChanged 1
		SP:Iteration 34Q (23925.850000 sec): 3 clusters
  Score: Raw -19108217.644094 + Penalty 5708.955617 = -19102508.688476
  nChanged 0
		SP:Iteration 35F (23926.730000 sec): 3 clusters
  Score: Raw -19108217.644094 + Penalty 5708.955617 = -19102508.688476
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23926.870000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23927.000000 sec): 3 clusters
  Score: Raw -50661.230983 + Penalty 2829.076107 = -47832.154875
  nChanged 28
		SP:Iteration 1F (23927.160000 sec): 3 clusters
  Score: Raw -50739.597343 + Penalty 2829.076107 = -47910.521235
  nChanged 5
		SP:Iteration 2Q (23927.320000 sec): 3 clusters
  Score: Raw -50752.011411 + Penalty 2829.076107 = -47922.935303
  nChanged 0
		SP:Iteration 3F (23927.520000 sec): 3 clusters
  Score: Raw -50752.011411 + Penalty 2829.076107 = -47922.935303
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23927.600000 sec): 2 clusters
  Score: Raw -27679.959611 + Penalty 1290.593658 = -26389.365953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23927.740000 sec): 3 clusters
  Score: Raw -27956.590407 + Penalty 2581.187317 = -25375.403090
  nChanged 18
		SP:Iteration 1F (23927.890000 sec): 3 clusters
  Score: Raw -28039.525781 + Penalty 2581.187317 = -25458.338464
  nChanged 3
		SP:Iteration 2Q (23928.050000 sec): 3 clusters
  Score: Raw -28052.479667 + Penalty 2581.187317 = -25471.292350
  nChanged 1
		SP:Iteration 3Q (23928.220000 sec): 3 clusters
  Score: Raw -28054.266866 + Penalty 2581.187317 = -25473.079549
  nChanged 0
		SP:Iteration 4F (23928.340000 sec): 3 clusters
  Score: Raw -28054.266866 + Penalty 2581.187317 = -25473.079549
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23928.390000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23928.520000 sec): 3 clusters
  Score: Raw -48036.339009 + Penalty 2810.547637 = -45225.791372
  nChanged 27
		SP:Iteration 1F (23928.650000 sec): 3 clusters
  Score: Raw -48128.731575 + Penalty 2810.547637 = -45318.183938
  nChanged 4
		SP:Iteration 2Q (23928.810000 sec): 3 clusters
  Score: Raw -48141.136183 + Penalty 2810.547637 = -45330.588546
  nChanged 0
		SP:Iteration 3F (23928.990000 sec): 3 clusters
  Score: Raw -48141.136183 + Penalty 2810.547637 = -45330.588546
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23929.080000 sec): 2 clusters
  Score: Raw -44197.053203 + Penalty 1459.753800 = -42737.299403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23929.220000 sec): 3 clusters
  Score: Raw -44399.237669 + Penalty 2919.507600 = -41479.730069
  nChanged 59
		SP:Iteration 1F (23929.360000 sec): 3 clusters
  Score: Raw -44532.199476 + Penalty 2919.507600 = -41612.691876
  nChanged 16
		SP:Iteration 2Q (23929.500000 sec): 3 clusters
  Score: Raw -44568.981113 + Penalty 2919.507600 = -41649.473513
  nChanged 9
		SP:Iteration 3Q (23929.580000 sec): 3 clusters
  Score: Raw -44583.917694 + Penalty 2919.507600 = -41664.410094
  nChanged 8
		SP:Iteration 4Q (23929.720000 sec): 3 clusters
  Score: Raw -44610.806893 + Penalty 2919.507600 = -41691.299293
  nChanged 3
		SP:Iteration 5Q (23929.860000 sec): 3 clusters
  Score: Raw -44617.385149 + Penalty 2919.507600 = -41697.877549
  nChanged 3
		SP:Iteration 6Q (23930.040000 sec): 3 clusters
  Score: Raw -44621.640323 + Penalty 2919.507600 = -41702.132724
  nChanged 2
		SP:Iteration 7Q (23930.220000 sec): 3 clusters
  Score: Raw -44624.516212 + Penalty 2919.507600 = -41705.008613
  nChanged 0
		SP:Iteration 8F (23930.370000 sec): 3 clusters
  Score: Raw -44624.516212 + Penalty 2919.507600 = -41705.008613
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23930.620000 sec): 2 clusters
  Score: Raw -2765905.369031 + Penalty 2402.686041 = -2763502.682990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23930.940000 sec): 3 clusters
  Score: Raw -2756775.772128 + Penalty 4805.372082 = -2751970.400046
  nChanged 6883
		SP:Iteration 1F (23931.270000 sec): 3 clusters
  Score: Raw -2760456.314336 + Penalty 4805.372082 = -2755650.942254
  nChanged 857
		SP:Iteration 2F (23931.570000 sec): 3 clusters
  Score: Raw -2760790.731051 + Penalty 4805.372082 = -2755985.358969
  nChanged 748
		SP:Iteration 3Q (23931.910000 sec): 3 clusters
  Score: Raw -2761080.887977 + Penalty 4805.372082 = -2756275.515895
  nChanged 665
		SP:Iteration 4Q (23932.200000 sec): 3 clusters
  Score: Raw -2761385.033864 + Penalty 4805.372082 = -2756579.661782
  nChanged 697
		SP:Iteration 5Q (23932.550000 sec): 3 clusters
  Score: Raw -2761728.666959 + Penalty 4805.372082 = -2756923.294878
  nChanged 670
		SP:Iteration 6Q (23932.850000 sec): 3 clusters
  Score: Raw -2762080.968482 + Penalty 4805.372082 = -2757275.596400
  nChanged 692
		SP:Iteration 7Q (23933.170000 sec): 3 clusters
  Score: Raw -2762462.231519 + Penalty 4805.372082 = -2757656.859437
  nChanged 729
		SP:Iteration 8Q (23933.510000 sec): 3 clusters
  Score: Raw -2762892.868254 + Penalty 4805.372082 = -2758087.496172
  nChanged 760
		SP:Iteration 9Q (23933.870000 sec): 3 clusters
  Score: Raw -2763358.524993 + Penalty 4805.372082 = -2758553.152912
  nChanged 715
		SP:Iteration 10Q (23934.200000 sec): 3 clusters
  Score: Raw -2763850.142079 + Penalty 4805.372082 = -2759044.769997
  nChanged 738
		SP:Iteration 11Q (23934.480000 sec): 3 clusters
  Score: Raw -2764407.309319 + Penalty 4805.372082 = -2759601.937237
  nChanged 707
		SP:Iteration 12Q (23934.800000 sec): 3 clusters
  Score: Raw -2764967.441641 + Penalty 4805.372082 = -2760162.069559
  nChanged 540
		SP:Iteration 13Q (23935.030000 sec): 3 clusters
  Score: Raw -2765382.986515 + Penalty 4805.372082 = -2760577.614433
  nChanged 388
		SP:Iteration 14Q (23935.360000 sec): 3 clusters
  Score: Raw -2765698.344978 + Penalty 4805.372082 = -2760892.972896
  nChanged 297
		SP:Iteration 15Q (23935.650000 sec): 3 clusters
  Score: Raw -2765979.713975 + Penalty 4805.372082 = -2761174.341893
  nChanged 209
		SP:Iteration 16Q (23935.900000 sec): 3 clusters
  Score: Raw -2766168.745169 + Penalty 4805.372082 = -2761363.373087
  nChanged 138
		SP:Iteration 17Q (23936.220000 sec): 3 clusters
  Score: Raw -2766295.072213 + Penalty 4805.372082 = -2761489.700131
  nChanged 91
		SP:Iteration 18Q (23936.540000 sec): 3 clusters
  Score: Raw -2766379.671792 + Penalty 4805.372082 = -2761574.299710
  nChanged 71
		SP:Iteration 19Q (23936.850000 sec): 3 clusters
  Score: Raw -2766448.274529 + Penalty 4805.372082 = -2761642.902448
  nChanged 59
		SP:Iteration 20F (23937.140000 sec): 3 clusters
  Score: Raw -2766500.605688 + Penalty 4805.372082 = -2761695.233606
  nChanged 40
		SP:Iteration 21Q (23937.390000 sec): 3 clusters
  Score: Raw -2766540.711803 + Penalty 4805.372082 = -2761735.339722
  nChanged 26
		SP:Iteration 22Q (23937.650000 sec): 3 clusters
  Score: Raw -2766561.952515 + Penalty 4805.372082 = -2761756.580433
  nChanged 19
		SP:Iteration 23Q (23937.910000 sec): 3 clusters
  Score: Raw -2766586.581703 + Penalty 4805.372082 = -2761781.209621
  nChanged 21
		SP:Iteration 24Q (23938.160000 sec): 3 clusters
  Score: Raw -2766601.179299 + Penalty 4805.372082 = -2761795.807217
  nChanged 14
		SP:Iteration 25Q (23938.440000 sec): 3 clusters
  Score: Raw -2766612.763743 + Penalty 4805.372082 = -2761807.391661
  nChanged 9
		SP:Iteration 26Q (23938.710000 sec): 3 clusters
  Score: Raw -2766619.235249 + Penalty 4805.372082 = -2761813.863168
  nChanged 8
		SP:Iteration 27Q (23938.910000 sec): 3 clusters
  Score: Raw -2766628.982949 + Penalty 4805.372082 = -2761823.610867
  nChanged 10
		SP:Iteration 28Q (23939.150000 sec): 3 clusters
  Score: Raw -2766641.041573 + Penalty 4805.372082 = -2761835.669491
  nChanged 13
		SP:Iteration 29Q (23939.380000 sec): 3 clusters
  Score: Raw -2766650.876104 + Penalty 4805.372082 = -2761845.504022
  nChanged 11
		SP:Iteration 30Q (23939.610000 sec): 3 clusters
  Score: Raw -2766661.528925 + Penalty 4805.372082 = -2761856.156843
  nChanged 8
		SP:Iteration 31Q (23939.910000 sec): 3 clusters
  Score: Raw -2766669.467990 + Penalty 4805.372082 = -2761864.095908
  nChanged 12
		SP:Iteration 32Q (23940.230000 sec): 3 clusters
  Score: Raw -2766678.525701 + Penalty 4805.372082 = -2761873.153619
  nChanged 11
		SP:Iteration 33Q (23940.430000 sec): 3 clusters
  Score: Raw -2766687.839221 + Penalty 4805.372082 = -2761882.467139
  nChanged 6
		SP:Iteration 34Q (23940.710000 sec): 3 clusters
  Score: Raw -2766694.382048 + Penalty 4805.372082 = -2761889.009966
  nChanged 11
		SP:Iteration 35Q (23940.940000 sec): 3 clusters
  Score: Raw -2766706.041158 + Penalty 4805.372082 = -2761900.669076
  nChanged 9
		SP:Iteration 36Q (23941.190000 sec): 3 clusters
  Score: Raw -2766715.235122 + Penalty 4805.372082 = -2761909.863040
  nChanged 6
		SP:Iteration 37Q (23941.430000 sec): 3 clusters
  Score: Raw -2766721.621355 + Penalty 4805.372082 = -2761916.249273
  nChanged 4
		SP:Iteration 38Q (23941.670000 sec): 3 clusters
  Score: Raw -2766726.818975 + Penalty 4805.372082 = -2761921.446893
  nChanged 6
		SP:Iteration 39Q (23941.940000 sec): 3 clusters
  Score: Raw -2766735.673918 + Penalty 4805.372082 = -2761930.301837
  nChanged 6
		SP:Iteration 40F (23942.230000 sec): 3 clusters
  Score: Raw -2766741.231194 + Penalty 4805.372082 = -2761935.859112
  nChanged 5
		SP:Iteration 41Q (23942.460000 sec): 3 clusters
  Score: Raw -2766745.494720 + Penalty 4805.372082 = -2761940.122638
  nChanged 5
		SP:Iteration 42Q (23942.750000 sec): 3 clusters
  Score: Raw -2766749.849662 + Penalty 4805.372082 = -2761944.477580
  nChanged 4
		SP:Iteration 43Q (23943.030000 sec): 3 clusters
  Score: Raw -2766752.402705 + Penalty 4805.372082 = -2761947.030623
  nChanged 2
		SP:Iteration 44Q (23943.310000 sec): 3 clusters
  Score: Raw -2766755.081570 + Penalty 4805.372082 = -2761949.709488
  nChanged 4
		SP:Iteration 45Q (23943.500000 sec): 3 clusters
  Score: Raw -2766758.133476 + Penalty 4805.372082 = -2761952.761394
  nChanged 2
		SP:Iteration 46Q (23943.700000 sec): 3 clusters
  Score: Raw -2766759.721566 + Penalty 4805.372082 = -2761954.349484
  nChanged 4
		SP:Iteration 47Q (23943.980000 sec): 3 clusters
  Score: Raw -2766763.065695 + Penalty 4805.372082 = -2761957.693613
  nChanged 2
		SP:Iteration 48Q (23944.260000 sec): 3 clusters
  Score: Raw -2766764.637797 + Penalty 4805.372082 = -2761959.265715
  nChanged 2
		SP:Iteration 49Q (23944.530000 sec): 3 clusters
  Score: Raw -2766767.095943 + Penalty 4805.372082 = -2761961.723861
  nChanged 5
		SP:Iteration 50Q (23944.760000 sec): 3 clusters
  Score: Raw -2766770.441193 + Penalty 4805.372082 = -2761965.069111
  nChanged 2
		SP:Iteration 51Q (23945.070000 sec): 3 clusters
  Score: Raw -2766772.459644 + Penalty 4805.372082 = -2761967.087562
  nChanged 2
		SP:Iteration 52Q (23945.310000 sec): 3 clusters
  Score: Raw -2766774.767962 + Penalty 4805.372082 = -2761969.395880
  nChanged 0
		SP:Iteration 53F (23945.600000 sec): 3 clusters
  Score: Raw -2766774.767962 + Penalty 4805.372082 = -2761969.395880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23945.710000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23945.860000 sec): 3 clusters
  Score: Raw -19038.794713 + Penalty 2690.775209 = -16348.019504
  nChanged 35
		SP:Iteration 1F (23945.950000 sec): 3 clusters
  Score: Raw -19213.856355 + Penalty 2690.775209 = -16523.081147
  nChanged 5
		SP:Iteration 2Q (23946.090000 sec): 3 clusters
  Score: Raw -19249.600266 + Penalty 2690.775209 = -16558.825057
  nChanged 3
		SP:Iteration 3Q (23946.230000 sec): 3 clusters
  Score: Raw -19259.638032 + Penalty 2690.775209 = -16568.862823
  nChanged 2
		SP:Iteration 4Q (23946.360000 sec): 3 clusters
  Score: Raw -19271.108426 + Penalty 2690.775209 = -16580.333217
  nChanged 1
		SP:Iteration 5Q (23946.540000 sec): 3 clusters
  Score: Raw -19273.477162 + Penalty 2690.775209 = -16582.701954
  nChanged 0
		SP:Iteration 6F (23946.680000 sec): 3 clusters
  Score: Raw -19273.477162 + Penalty 2690.775209 = -16582.701954
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23946.720000 sec): 2 clusters
  Score: Raw -27313.602593 + Penalty 1326.082668 = -25987.519925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23946.860000 sec): 3 clusters
  Score: Raw -27589.233232 + Penalty 2652.165335 = -24937.067896
  nChanged 36
		SP:Iteration 1F (23947.010000 sec): 3 clusters
  Score: Raw -27826.401305 + Penalty 2652.165335 = -25174.235970
  nChanged 8
		SP:Iteration 2Q (23947.110000 sec): 3 clusters
  Score: Raw -27886.621485 + Penalty 2652.165335 = -25234.456150
  nChanged 4
		SP:Iteration 3Q (23947.240000 sec): 3 clusters
  Score: Raw -27908.140746 + Penalty 2652.165335 = -25255.975411
  nChanged 3
		SP:Iteration 4Q (23947.340000 sec): 3 clusters
  Score: Raw -27926.489510 + Penalty 2652.165335 = -25274.324175
  nChanged 1
		SP:Iteration 5Q (23947.530000 sec): 3 clusters
  Score: Raw -27931.479531 + Penalty 2652.165335 = -25279.314196
  nChanged 3
		SP:Iteration 6Q (23947.700000 sec): 3 clusters
  Score: Raw -27944.396929 + Penalty 2652.165335 = -25292.231593
  nChanged 2
		SP:Iteration 7Q (23947.790000 sec): 3 clusters
  Score: Raw -27952.613624 + Penalty 2652.165335 = -25300.448289
  nChanged 1
		SP:Iteration 8Q (23947.920000 sec): 3 clusters
  Score: Raw -27961.244534 + Penalty 2652.165335 = -25309.079199
  nChanged 0
		SP:Iteration 9F (23948.010000 sec): 3 clusters
  Score: Raw -27961.244534 + Penalty 2652.165335 = -25309.079199
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23948.120000 sec): 2 clusters
  Score: Raw -17538.129091 + Penalty 1237.627282 = -16300.501810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23948.340000 sec): 3 clusters
  Score: Raw -17924.899189 + Penalty 2475.254563 = -15449.644626
  nChanged 19
		SP:Iteration 1F (23948.470000 sec): 3 clusters
  Score: Raw -18040.910359 + Penalty 2475.254563 = -15565.655796
  nChanged 5
		SP:Iteration 2Q (23948.630000 sec): 3 clusters
  Score: Raw -18103.339647 + Penalty 2475.254563 = -15628.085084
  nChanged 3
		SP:Iteration 3Q (23948.770000 sec): 3 clusters
  Score: Raw -18116.812496 + Penalty 2475.254563 = -15641.557933
  nChanged 3
		SP:Iteration 4Q (23948.840000 sec): 3 clusters
  Score: Raw -18130.680253 + Penalty 2475.254563 = -15655.425690
  nChanged 2
		SP:Iteration 5Q (23949.000000 sec): 3 clusters
  Score: Raw -18142.235306 + Penalty 2475.254563 = -15666.980743
  nChanged 0
		SP:Iteration 6F (23949.130000 sec): 3 clusters
  Score: Raw -18142.235306 + Penalty 2475.254563 = -15666.980743
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23949.200000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23949.340000 sec): 3 clusters
  Score: Raw -71975.525395 + Penalty 2992.410766 = -68983.114629
  nChanged 76
		SP:Iteration 1F (23949.450000 sec): 3 clusters
  Score: Raw -72143.748501 + Penalty 2992.410766 = -69151.337735
  nChanged 11
		SP:Iteration 2Q (23949.560000 sec): 3 clusters
  Score: Raw -72166.049184 + Penalty 2992.410766 = -69173.638418
  nChanged 1
		SP:Iteration 3Q (23949.700000 sec): 3 clusters
  Score: Raw -72168.926490 + Penalty 2992.410766 = -69176.515724
  nChanged 1
		SP:Iteration 4Q (23949.830000 sec): 3 clusters
  Score: Raw -72171.190152 + Penalty 2992.410766 = -69178.779386
  nChanged 0
		SP:Iteration 5F (23949.960000 sec): 3 clusters
  Score: Raw -72171.190152 + Penalty 2992.410766 = -69178.779386
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23950.210000 sec): 2 clusters
  Score: Raw -3700209.795761 + Penalty 2469.577983 = -3697740.217778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23950.560000 sec): 3 clusters
  Score: Raw -3687949.854946 + Penalty 4939.155966 = -3683010.698980
  nChanged 9294
		SP:Iteration 1F (23950.820000 sec): 3 clusters
  Score: Raw -3693119.048419 + Penalty 4939.155966 = -3688179.892453
  nChanged 1315
		SP:Iteration 2F (23951.190000 sec): 3 clusters
  Score: Raw -3693844.257901 + Penalty 4939.155966 = -3688905.101935
  nChanged 1370
		SP:Iteration 3F (23951.560000 sec): 3 clusters
  Score: Raw -3694708.044427 + Penalty 4939.155966 = -3689768.888461
  nChanged 1449
		SP:Iteration 4F (23951.830000 sec): 3 clusters
  Score: Raw -3695672.626063 + Penalty 4939.155966 = -3690733.470097
  nChanged 1484
		SP:Iteration 5F (23952.200000 sec): 3 clusters
  Score: Raw -3696623.421749 + Penalty 4939.155966 = -3691684.265783
  nChanged 1348
		SP:Iteration 6F (23952.460000 sec): 3 clusters
  Score: Raw -3697481.820825 + Penalty 4939.155966 = -3692542.664859
  nChanged 1138
		SP:Iteration 7F (23952.840000 sec): 3 clusters
  Score: Raw -3698237.389259 + Penalty 4939.155966 = -3693298.233293
  nChanged 923
		SP:Iteration 8Q (23953.180000 sec): 3 clusters
  Score: Raw -3698809.005164 + Penalty 4939.155966 = -3693869.849198
  nChanged 710
		SP:Iteration 9Q (23953.520000 sec): 3 clusters
  Score: Raw -3699228.768497 + Penalty 4939.155966 = -3694289.612531
  nChanged 580
		SP:Iteration 10Q (23953.880000 sec): 3 clusters
  Score: Raw -3699551.446189 + Penalty 4939.155966 = -3694612.290223
  nChanged 443
		SP:Iteration 11Q (23954.260000 sec): 3 clusters
  Score: Raw -3699785.297741 + Penalty 4939.155966 = -3694846.141775
  nChanged 383
		SP:Iteration 12Q (23954.650000 sec): 3 clusters
  Score: Raw -3699992.353725 + Penalty 4939.155966 = -3695053.197759
  nChanged 325
		SP:Iteration 13Q (23955.060000 sec): 3 clusters
  Score: Raw -3700191.525372 + Penalty 4939.155966 = -3695252.369406
  nChanged 292
		SP:Iteration 14Q (23955.410000 sec): 3 clusters
  Score: Raw -3700372.712819 + Penalty 4939.155966 = -3695433.556854
  nChanged 212
		SP:Iteration 15Q (23955.830000 sec): 3 clusters
  Score: Raw -3700493.277671 + Penalty 4939.155966 = -3695554.121705
  nChanged 146
		SP:Iteration 16Q (23956.140000 sec): 3 clusters
  Score: Raw -3700584.364100 + Penalty 4939.155966 = -3695645.208134
  nChanged 128
		SP:Iteration 17Q (23956.480000 sec): 3 clusters
  Score: Raw -3700655.821196 + Penalty 4939.155966 = -3695716.665230
  nChanged 99
		SP:Iteration 18Q (23956.770000 sec): 3 clusters
  Score: Raw -3700703.269126 + Penalty 4939.155966 = -3695764.113160
  nChanged 76
		SP:Iteration 19Q (23957.080000 sec): 3 clusters
  Score: Raw -3700739.758192 + Penalty 4939.155966 = -3695800.602226
  nChanged 49
		SP:Iteration 20F (23957.420000 sec): 3 clusters
  Score: Raw -3700764.197123 + Penalty 4939.155966 = -3695825.041157
  nChanged 44
		SP:Iteration 21Q (23957.770000 sec): 3 clusters
  Score: Raw -3700786.296084 + Penalty 4939.155966 = -3695847.140118
  nChanged 34
		SP:Iteration 22Q (23958.060000 sec): 3 clusters
  Score: Raw -3700801.580251 + Penalty 4939.155966 = -3695862.424286
  nChanged 26
		SP:Iteration 23Q (23958.420000 sec): 3 clusters
  Score: Raw -3700812.951524 + Penalty 4939.155966 = -3695873.795558
  nChanged 27
		SP:Iteration 24Q (23958.730000 sec): 3 clusters
  Score: Raw -3700826.890714 + Penalty 4939.155966 = -3695887.734748
  nChanged 25
		SP:Iteration 25Q (23959.050000 sec): 3 clusters
  Score: Raw -3700838.638431 + Penalty 4939.155966 = -3695899.482465
  nChanged 24
		SP:Iteration 26Q (23959.330000 sec): 3 clusters
  Score: Raw -3700848.625023 + Penalty 4939.155966 = -3695909.469057
  nChanged 16
		SP:Iteration 27Q (23959.670000 sec): 3 clusters
  Score: Raw -3700855.249217 + Penalty 4939.155966 = -3695916.093251
  nChanged 19
		SP:Iteration 28Q (23959.980000 sec): 3 clusters
  Score: Raw -3700863.435259 + Penalty 4939.155966 = -3695924.279293
  nChanged 14
		SP:Iteration 29Q (23960.340000 sec): 3 clusters
  Score: Raw -3700870.937831 + Penalty 4939.155966 = -3695931.781865
  nChanged 17
		SP:Iteration 30Q (23960.600000 sec): 3 clusters
  Score: Raw -3700878.577387 + Penalty 4939.155966 = -3695939.421421
  nChanged 12
		SP:Iteration 31Q (23960.920000 sec): 3 clusters
  Score: Raw -3700884.143268 + Penalty 4939.155966 = -3695944.987302
  nChanged 14
		SP:Iteration 32Q (23961.250000 sec): 3 clusters
  Score: Raw -3700889.473965 + Penalty 4939.155966 = -3695950.317999
  nChanged 11
		SP:Iteration 33Q (23961.600000 sec): 3 clusters
  Score: Raw -3700894.522486 + Penalty 4939.155966 = -3695955.366520
  nChanged 11
		SP:Iteration 34Q (23961.910000 sec): 3 clusters
  Score: Raw -3700900.509866 + Penalty 4939.155966 = -3695961.353900
  nChanged 6
		SP:Iteration 35Q (23962.240000 sec): 3 clusters
  Score: Raw -3700902.849193 + Penalty 4939.155966 = -3695963.693227
  nChanged 2
		SP:Iteration 36Q (23962.580000 sec): 3 clusters
  Score: Raw -3700903.637182 + Penalty 4939.155966 = -3695964.481216
  nChanged 1
		SP:Iteration 37Q (23962.980000 sec): 3 clusters
  Score: Raw -3700904.099721 + Penalty 4939.155966 = -3695964.943755
  nChanged 1
		SP:Iteration 38Q (23963.360000 sec): 3 clusters
  Score: Raw -3700904.932189 + Penalty 4939.155966 = -3695965.776223
  nChanged 0
		SP:Iteration 39F (23963.730000 sec): 3 clusters
  Score: Raw -3700904.932189 + Penalty 4939.155966 = -3695965.776223
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23963.820000 sec): 2 clusters
  Score: Raw -42216.275861 + Penalty 1396.540522 = -40819.735339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23963.910000 sec): 3 clusters
  Score: Raw -42427.805641 + Penalty 2793.081044 = -39634.724597
  nChanged 46
		SP:Iteration 1F (23964.070000 sec): 3 clusters
  Score: Raw -42664.315270 + Penalty 2793.081044 = -39871.234226
  nChanged 16
		SP:Iteration 2F (23964.200000 sec): 3 clusters
  Score: Raw -42748.415986 + Penalty 2793.081044 = -39955.334942
  nChanged 10
		SP:Iteration 3Q (23964.330000 sec): 3 clusters
  Score: Raw -42791.373607 + Penalty 2793.081044 = -39998.292563
  nChanged 2
		SP:Iteration 4Q (23964.470000 sec): 3 clusters
  Score: Raw -42798.652152 + Penalty 2793.081044 = -40005.571108
  nChanged 1
		SP:Iteration 5Q (23964.590000 sec): 3 clusters
  Score: Raw -42804.108238 + Penalty 2793.081044 = -40011.027194
  nChanged 1
		SP:Iteration 6Q (23964.770000 sec): 3 clusters
  Score: Raw -42807.636278 + Penalty 2793.081044 = -40014.555235
  nChanged 0
		SP:Iteration 7F (23964.900000 sec): 3 clusters
  Score: Raw -42807.636278 + Penalty 2793.081044 = -40014.555235
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23965.030000 sec): 2 clusters
  Score: Raw -110339.175228 + Penalty 1599.716665 = -108739.458563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23965.170000 sec): 3 clusters
  Score: Raw -110349.681438 + Penalty 3199.433329 = -107150.248109
  nChanged 134
		SP:Iteration 1F (23965.330000 sec): 3 clusters
  Score: Raw -110537.966620 + Penalty 3199.433329 = -107338.533290
  nChanged 42
		SP:Iteration 2F (23965.500000 sec): 3 clusters
  Score: Raw -110604.525749 + Penalty 3199.433329 = -107405.092420
  nChanged 20
		SP:Iteration 3Q (23965.680000 sec): 3 clusters
  Score: Raw -110657.430177 + Penalty 3199.433329 = -107457.996848
  nChanged 22
		SP:Iteration 4Q (23965.870000 sec): 3 clusters
  Score: Raw -110711.545330 + Penalty 3199.433329 = -107512.112000
  nChanged 19
		SP:Iteration 5Q (23966.020000 sec): 3 clusters
  Score: Raw -110750.761632 + Penalty 3199.433329 = -107551.328302
  nChanged 14
		SP:Iteration 6Q (23966.190000 sec): 3 clusters
  Score: Raw -110777.643559 + Penalty 3199.433329 = -107578.210230
  nChanged 19
		SP:Iteration 7Q (23966.350000 sec): 3 clusters
  Score: Raw -110809.728591 + Penalty 3199.433329 = -107610.295261
  nChanged 14
		SP:Iteration 8Q (23966.480000 sec): 3 clusters
  Score: Raw -110835.915551 + Penalty 3199.433329 = -107636.482222
  nChanged 12
		SP:Iteration 9Q (23966.610000 sec): 3 clusters
  Score: Raw -110863.281327 + Penalty 3199.433329 = -107663.847997
  nChanged 9
		SP:Iteration 10Q (23966.730000 sec): 3 clusters
  Score: Raw -110882.153380 + Penalty 3199.433329 = -107682.720050
  nChanged 5
		SP:Iteration 11Q (23966.840000 sec): 3 clusters
  Score: Raw -110894.711334 + Penalty 3199.433329 = -107695.278005
  nChanged 5
		SP:Iteration 12Q (23966.970000 sec): 3 clusters
  Score: Raw -110911.415933 + Penalty 3199.433329 = -107711.982603
  nChanged 5
		SP:Iteration 13Q (23967.130000 sec): 3 clusters
  Score: Raw -110934.991108 + Penalty 3199.433329 = -107735.557778
  nChanged 5
		SP:Iteration 14Q (23967.310000 sec): 3 clusters
  Score: Raw -110943.735946 + Penalty 3199.433329 = -107744.302616
  nChanged 4
		SP:Iteration 15Q (23967.510000 sec): 3 clusters
  Score: Raw -110956.024000 + Penalty 3199.433329 = -107756.590670
  nChanged 2
		SP:Iteration 16Q (23967.690000 sec): 3 clusters
  Score: Raw -110960.560861 + Penalty 3199.433329 = -107761.127532
  nChanged 1
		SP:Iteration 17Q (23967.860000 sec): 3 clusters
  Score: Raw -110963.958977 + Penalty 3199.433329 = -107764.525648
  nChanged 3
		SP:Iteration 18Q (23967.970000 sec): 3 clusters
  Score: Raw -110973.122401 + Penalty 3199.433329 = -107773.689072
  nChanged 1
		SP:Iteration 19Q (23968.140000 sec): 3 clusters
  Score: Raw -110976.273447 + Penalty 3199.433329 = -107776.840118
  nChanged 1
		SP:Iteration 20F (23968.320000 sec): 3 clusters
  Score: Raw -110977.320060 + Penalty 3199.433329 = -107777.886730
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23968.410000 sec): 2 clusters
  Score: Raw -70628.731617 + Penalty 1579.735444 = -69048.996173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23968.520000 sec): 3 clusters
  Score: Raw -70651.461768 + Penalty 3159.470887 = -67491.990881
  nChanged 141
		SP:Iteration 1F (23968.680000 sec): 3 clusters
  Score: Raw -70942.171859 + Penalty 3159.470887 = -67782.700971
  nChanged 58
		SP:Iteration 2F (23968.850000 sec): 3 clusters
  Score: Raw -71174.571233 + Penalty 3159.470887 = -68015.100345
  nChanged 46
		SP:Iteration 3F (23969.070000 sec): 3 clusters
  Score: Raw -71308.407601 + Penalty 3159.470887 = -68148.936713
  nChanged 31
		SP:Iteration 4F (23969.220000 sec): 3 clusters
  Score: Raw -71379.999245 + Penalty 3159.470887 = -68220.528358
  nChanged 10
		SP:Iteration 5Q (23969.370000 sec): 3 clusters
  Score: Raw -71420.705732 + Penalty 3159.470887 = -68261.234845
  nChanged 5
		SP:Iteration 6Q (23969.530000 sec): 3 clusters
  Score: Raw -71447.558515 + Penalty 3159.470887 = -68288.087628
  nChanged 5
		SP:Iteration 7Q (23969.690000 sec): 3 clusters
  Score: Raw -71461.135644 + Penalty 3159.470887 = -68301.664756
  nChanged 3
		SP:Iteration 8Q (23969.810000 sec): 3 clusters
  Score: Raw -71467.940500 + Penalty 3159.470887 = -68308.469613
  nChanged 1
		SP:Iteration 9Q (23969.970000 sec): 3 clusters
  Score: Raw -71468.776190 + Penalty 3159.470887 = -68309.305303
  nChanged 1
		SP:Iteration 10Q (23970.130000 sec): 3 clusters
  Score: Raw -71482.542177 + Penalty 3159.470887 = -68323.071289
  nChanged 5
		SP:Iteration 11Q (23970.300000 sec): 3 clusters
  Score: Raw -71512.308262 + Penalty 3159.470887 = -68352.837374
  nChanged 7
		SP:Iteration 12Q (23970.460000 sec): 3 clusters
  Score: Raw -71530.065481 + Penalty 3159.470887 = -68370.594594
  nChanged 7
		SP:Iteration 13Q (23970.630000 sec): 3 clusters
  Score: Raw -71567.538190 + Penalty 3159.470887 = -68408.067302
  nChanged 10
		SP:Iteration 14Q (23970.790000 sec): 3 clusters
  Score: Raw -71625.547492 + Penalty 3159.470887 = -68466.076605
  nChanged 12
		SP:Iteration 15Q (23970.950000 sec): 3 clusters
  Score: Raw -71704.382151 + Penalty 3159.470887 = -68544.911263
  nChanged 17
		SP:Iteration 16Q (23971.110000 sec): 3 clusters
  Score: Raw -71795.742678 + Penalty 3159.470887 = -68636.271791
  nChanged 12
		SP:Iteration 17Q (23971.380000 sec): 3 clusters
  Score: Raw -71858.594721 + Penalty 3159.470887 = -68699.123833
  nChanged 10
		SP:Iteration 18Q (23971.530000 sec): 3 clusters
  Score: Raw -71906.148737 + Penalty 3159.470887 = -68746.677849
  nChanged 7
		SP:Iteration 19Q (23971.720000 sec): 3 clusters
  Score: Raw -71931.078553 + Penalty 3159.470887 = -68771.607665
  nChanged 4
		SP:Iteration 20F (23971.870000 sec): 3 clusters
  Score: Raw -71948.344788 + Penalty 3159.470887 = -68788.873901
  nChanged 7
		SP:Iteration 21Q (23972.020000 sec): 3 clusters
  Score: Raw -71981.445482 + Penalty 3159.470887 = -68821.974594
  nChanged 6
		SP:Iteration 22Q (23972.270000 sec): 3 clusters
  Score: Raw -72006.984991 + Penalty 3159.470887 = -68847.514103
  nChanged 6
		SP:Iteration 23Q (23972.430000 sec): 3 clusters
  Score: Raw -72029.105890 + Penalty 3159.470887 = -68869.635003
  nChanged 6
		SP:Iteration 24Q (23972.650000 sec): 3 clusters
  Score: Raw -72050.824596 + Penalty 3159.470887 = -68891.353709
  nChanged 7
		SP:Iteration 25Q (23972.820000 sec): 3 clusters
  Score: Raw -72082.201253 + Penalty 3159.470887 = -68922.730366
  nChanged 5
		SP:Iteration 26Q (23972.970000 sec): 3 clusters
  Score: Raw -72095.016395 + Penalty 3159.470887 = -68935.545508
  nChanged 2
		SP:Iteration 27Q (23973.160000 sec): 3 clusters
  Score: Raw -72100.873475 + Penalty 3159.470887 = -68941.402588
  nChanged 0
		SP:Iteration 28F (23973.340000 sec): 3 clusters
  Score: Raw -72100.873475 + Penalty 3159.470887 = -68941.402588
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23973.440000 sec): 2 clusters
  Score: Raw -29094.900373 + Penalty 1313.982707 = -27780.917666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23973.570000 sec): 3 clusters
  Score: Raw -29312.861123 + Penalty 2627.965414 = -26684.895709
  nChanged 19
		SP:Iteration 1F (23973.760000 sec): 3 clusters
  Score: Raw -29411.757668 + Penalty 2627.965414 = -26783.792254
  nChanged 5
		SP:Iteration 2Q (23973.980000 sec): 3 clusters
  Score: Raw -29434.236094 + Penalty 2627.965414 = -26806.270680
  nChanged 2
		SP:Iteration 3Q (23974.180000 sec): 3 clusters
  Score: Raw -29443.796106 + Penalty 2627.965414 = -26815.830692
  nChanged 1
		SP:Iteration 4Q (23974.330000 sec): 3 clusters
  Score: Raw -29449.102249 + Penalty 2627.965414 = -26821.136835
  nChanged 1
		SP:Iteration 5Q (23974.560000 sec): 3 clusters
  Score: Raw -29456.600821 + Penalty 2627.965414 = -26828.635407
  nChanged 0
		SP:Iteration 6F (23974.660000 sec): 3 clusters
  Score: Raw -29456.600821 + Penalty 2627.965414 = -26828.635407
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23974.770000 sec): 2 clusters
  Score: Raw -255134.722991 + Penalty 1826.564671 = -253308.158320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23974.950000 sec): 3 clusters
  Score: Raw -254684.150415 + Penalty 3653.129343 = -251031.021072
  nChanged 483
		SP:Iteration 1F (23975.130000 sec): 3 clusters
  Score: Raw -255317.478658 + Penalty 3653.129343 = -251664.349315
  nChanged 150
		SP:Iteration 2F (23975.320000 sec): 3 clusters
  Score: Raw -255547.515130 + Penalty 3653.129343 = -251894.385788
  nChanged 102
		SP:Iteration 3F (23975.480000 sec): 3 clusters
  Score: Raw -255732.916050 + Penalty 3653.129343 = -252079.786707
  nChanged 84
		SP:Iteration 4F (23975.690000 sec): 3 clusters
  Score: Raw -255897.285118 + Penalty 3653.129343 = -252244.155776
  nChanged 89
		SP:Iteration 5F (23975.930000 sec): 3 clusters
  Score: Raw -256042.762254 + Penalty 3653.129343 = -252389.632911
  nChanged 63
		SP:Iteration 6Q (23976.090000 sec): 3 clusters
  Score: Raw -256151.366212 + Penalty 3653.129343 = -252498.236869
  nChanged 56
		SP:Iteration 7Q (23976.230000 sec): 3 clusters
  Score: Raw -256250.845069 + Penalty 3653.129343 = -252597.715726
  nChanged 52
		SP:Iteration 8Q (23976.370000 sec): 3 clusters
  Score: Raw -256355.061950 + Penalty 3653.129343 = -252701.932607
  nChanged 55
		SP:Iteration 9Q (23976.510000 sec): 3 clusters
  Score: Raw -256458.163586 + Penalty 3653.129343 = -252805.034244
  nChanged 46
		SP:Iteration 10Q (23976.710000 sec): 3 clusters
  Score: Raw -256544.882585 + Penalty 3653.129343 = -252891.753243
  nChanged 41
		SP:Iteration 11Q (23976.910000 sec): 3 clusters
  Score: Raw -256607.152432 + Penalty 3653.129343 = -252954.023090
  nChanged 36
		SP:Iteration 12Q (23977.040000 sec): 3 clusters
  Score: Raw -256653.125533 + Penalty 3653.129343 = -252999.996190
  nChanged 19
		SP:Iteration 13Q (23977.230000 sec): 3 clusters
  Score: Raw -256674.534201 + Penalty 3653.129343 = -253021.404858
  nChanged 9
		SP:Iteration 14Q (23977.390000 sec): 3 clusters
  Score: Raw -256681.916303 + Penalty 3653.129343 = -253028.786961
  nChanged 7
		SP:Iteration 15Q (23977.480000 sec): 3 clusters
  Score: Raw -256686.678569 + Penalty 3653.129343 = -253033.549227
  nChanged 3
		SP:Iteration 16Q (23977.610000 sec): 3 clusters
  Score: Raw -256690.989142 + Penalty 3653.129343 = -253037.859800
  nChanged 3
		SP:Iteration 17Q (23977.880000 sec): 3 clusters
  Score: Raw -256692.402986 + Penalty 3653.129343 = -253039.273643
  nChanged 1
		SP:Iteration 18Q (23978.060000 sec): 3 clusters
  Score: Raw -256693.440408 + Penalty 3653.129343 = -253040.311065
  nChanged 0
		SP:Iteration 19F (23978.200000 sec): 3 clusters
  Score: Raw -256693.440408 + Penalty 3653.129343 = -253040.311065
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23978.280000 sec): 2 clusters
  Score: Raw -163332.863172 + Penalty 1705.569426 = -161627.293746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23978.440000 sec): 3 clusters
  Score: Raw -163111.645246 + Penalty 3411.138851 = -159700.506394
  nChanged 278
		SP:Iteration 1F (23978.600000 sec): 3 clusters
  Score: Raw -163407.417388 + Penalty 3411.138851 = -159996.278536
  nChanged 47
		SP:Iteration 2Q (23978.800000 sec): 3 clusters
  Score: Raw -163456.263438 + Penalty 3411.138851 = -160045.124586
  nChanged 18
		SP:Iteration 3Q (23978.960000 sec): 3 clusters
  Score: Raw -163477.745287 + Penalty 3411.138851 = -160066.606436
  nChanged 12
		SP:Iteration 4Q (23979.130000 sec): 3 clusters
  Score: Raw -163492.252590 + Penalty 3411.138851 = -160081.113739
  nChanged 12
		SP:Iteration 5Q (23979.350000 sec): 3 clusters
  Score: Raw -163507.239043 + Penalty 3411.138851 = -160096.100191
  nChanged 11
		SP:Iteration 6Q (23979.520000 sec): 3 clusters
  Score: Raw -163519.086887 + Penalty 3411.138851 = -160107.948035
  nChanged 8
		SP:Iteration 7Q (23979.720000 sec): 3 clusters
  Score: Raw -163535.391395 + Penalty 3411.138851 = -160124.252544
  nChanged 5
		SP:Iteration 8Q (23979.940000 sec): 3 clusters
  Score: Raw -163543.172273 + Penalty 3411.138851 = -160132.033421
  nChanged 3
		SP:Iteration 9Q (23980.150000 sec): 3 clusters
  Score: Raw -163546.244292 + Penalty 3411.138851 = -160135.105441
  nChanged 0
		SP:Iteration 10F (23980.280000 sec): 3 clusters
  Score: Raw -163546.244292 + Penalty 3411.138851 = -160135.105441
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23980.410000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23980.540000 sec): 3 clusters
  Score: Raw -76303.850508 + Penalty 3063.230166 = -73240.620342
  nChanged 90
		SP:Iteration 1F (23980.660000 sec): 3 clusters
  Score: Raw -76490.603427 + Penalty 3063.230166 = -73427.373261
  nChanged 26
		SP:Iteration 2F (23980.820000 sec): 3 clusters
  Score: Raw -76576.325613 + Penalty 3063.230166 = -73513.095447
  nChanged 21
		SP:Iteration 3Q (23980.990000 sec): 3 clusters
  Score: Raw -76652.139258 + Penalty 3063.230166 = -73588.909092
  nChanged 14
		SP:Iteration 4Q (23981.150000 sec): 3 clusters
  Score: Raw -76720.967308 + Penalty 3063.230166 = -73657.737142
  nChanged 6
		SP:Iteration 5Q (23981.280000 sec): 3 clusters
  Score: Raw -76741.738497 + Penalty 3063.230166 = -73678.508331
  nChanged 4
		SP:Iteration 6Q (23981.400000 sec): 3 clusters
  Score: Raw -76753.789791 + Penalty 3063.230166 = -73690.559625
  nChanged 6
		SP:Iteration 7Q (23981.550000 sec): 3 clusters
  Score: Raw -76771.736487 + Penalty 3063.230166 = -73708.506321
  nChanged 2
		SP:Iteration 8Q (23981.690000 sec): 3 clusters
  Score: Raw -76777.274804 + Penalty 3063.230166 = -73714.044638
  nChanged 1
		SP:Iteration 9Q (23981.890000 sec): 3 clusters
  Score: Raw -76779.041142 + Penalty 3063.230166 = -73715.810976
  nChanged 0
		SP:Iteration 10F (23982.010000 sec): 3 clusters
  Score: Raw -76779.041142 + Penalty 3063.230166 = -73715.810976
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23982.100000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23982.230000 sec): 3 clusters
  Score: Raw -38341.309172 + Penalty 2736.656637 = -35604.652535
  nChanged 33
		SP:Iteration 1F (23982.360000 sec): 3 clusters
  Score: Raw -38479.515271 + Penalty 2736.656637 = -35742.858634
  nChanged 6
		SP:Iteration 2Q (23982.490000 sec): 3 clusters
  Score: Raw -38513.064411 + Penalty 2736.656637 = -35776.407774
  nChanged 3
		SP:Iteration 3Q (23982.600000 sec): 3 clusters
  Score: Raw -38526.105415 + Penalty 2736.656637 = -35789.448779
  nChanged 3
		SP:Iteration 4Q (23982.780000 sec): 3 clusters
  Score: Raw -38542.926487 + Penalty 2736.656637 = -35806.269851
  nChanged 1
		SP:Iteration 5Q (23982.930000 sec): 3 clusters
  Score: Raw -38546.373659 + Penalty 2736.656637 = -35809.717022
  nChanged 0
		SP:Iteration 6F (23983.110000 sec): 3 clusters
  Score: Raw -38546.373659 + Penalty 2736.656637 = -35809.717022
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23983.180000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23983.370000 sec): 3 clusters
  Score: Raw -39854.711913 + Penalty 2769.414169 = -37085.297743
  nChanged 34
		SP:Iteration 1F (23983.520000 sec): 3 clusters
  Score: Raw -39955.229554 + Penalty 2769.414169 = -37185.815385
  nChanged 8
		SP:Iteration 2Q (23983.690000 sec): 3 clusters
  Score: Raw -39992.578975 + Penalty 2769.414169 = -37223.164805
  nChanged 3
		SP:Iteration 3Q (23983.790000 sec): 3 clusters
  Score: Raw -40008.505030 + Penalty 2769.414169 = -37239.090861
  nChanged 1
		SP:Iteration 4Q (23983.970000 sec): 3 clusters
  Score: Raw -40010.060964 + Penalty 2769.414169 = -37240.646795
  nChanged 0
		SP:Iteration 5F (23984.060000 sec): 3 clusters
  Score: Raw -40010.060964 + Penalty 2769.414169 = -37240.646795
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23984.190000 sec): 2 clusters
  Score: Raw -398993.247695 + Penalty 1930.858782 = -397062.388913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23984.380000 sec): 3 clusters
  Score: Raw -398095.047126 + Penalty 3861.717565 = -394233.329561
  nChanged 786
		SP:Iteration 1F (23984.500000 sec): 3 clusters
  Score: Raw -398722.000817 + Penalty 3861.717565 = -394860.283252
  nChanged 196
		SP:Iteration 2F (23984.640000 sec): 3 clusters
  Score: Raw -398958.892918 + Penalty 3861.717565 = -395097.175353
  nChanged 179
		SP:Iteration 3F (23984.800000 sec): 3 clusters
  Score: Raw -399226.977388 + Penalty 3861.717565 = -395365.259823
  nChanged 162
		SP:Iteration 4F (23984.970000 sec): 3 clusters
  Score: Raw -399496.061354 + Penalty 3861.717565 = -395634.343789
  nChanged 162
		SP:Iteration 5F (23985.100000 sec): 3 clusters
  Score: Raw -399744.834363 + Penalty 3861.717565 = -395883.116799
  nChanged 121
		SP:Iteration 6F (23985.230000 sec): 3 clusters
  Score: Raw -399903.858417 + Penalty 3861.717565 = -396042.140853
  nChanged 100
		SP:Iteration 7Q (23985.350000 sec): 3 clusters
  Score: Raw -400024.322957 + Penalty 3861.717565 = -396162.605393
  nChanged 66
		SP:Iteration 8Q (23985.490000 sec): 3 clusters
  Score: Raw -400096.080635 + Penalty 3861.717565 = -396234.363071
  nChanged 40
		SP:Iteration 9Q (23985.630000 sec): 3 clusters
  Score: Raw -400147.989562 + Penalty 3861.717565 = -396286.271998
  nChanged 39
		SP:Iteration 10Q (23985.820000 sec): 3 clusters
  Score: Raw -400195.780659 + Penalty 3861.717565 = -396334.063095
  nChanged 33
		SP:Iteration 11Q (23985.950000 sec): 3 clusters
  Score: Raw -400231.053988 + Penalty 3861.717565 = -396369.336424
  nChanged 29
		SP:Iteration 12Q (23986.090000 sec): 3 clusters
  Score: Raw -400261.921099 + Penalty 3861.717565 = -396400.203534
  nChanged 30
		SP:Iteration 13Q (23986.270000 sec): 3 clusters
  Score: Raw -400288.461243 + Penalty 3861.717565 = -396426.743679
  nChanged 29
		SP:Iteration 14Q (23986.470000 sec): 3 clusters
  Score: Raw -400306.984512 + Penalty 3861.717565 = -396445.266947
  nChanged 17
		SP:Iteration 15Q (23986.590000 sec): 3 clusters
  Score: Raw -400320.065566 + Penalty 3861.717565 = -396458.348002
  nChanged 13
		SP:Iteration 16Q (23986.760000 sec): 3 clusters
  Score: Raw -400329.301192 + Penalty 3861.717565 = -396467.583627
  nChanged 10
		SP:Iteration 17Q (23986.930000 sec): 3 clusters
  Score: Raw -400338.867262 + Penalty 3861.717565 = -396477.149697
  nChanged 3
		SP:Iteration 18Q (23987.110000 sec): 3 clusters
  Score: Raw -400341.113650 + Penalty 3861.717565 = -396479.396085
  nChanged 5
		SP:Iteration 19Q (23987.290000 sec): 3 clusters
  Score: Raw -400342.967153 + Penalty 3861.717565 = -396481.249589
  nChanged 4
		SP:Iteration 20F (23987.410000 sec): 3 clusters
  Score: Raw -400344.361154 + Penalty 3861.717565 = -396482.643589
  nChanged 1
		SP:Iteration 21Q (23987.590000 sec): 3 clusters
  Score: Raw -400346.302362 + Penalty 3861.717565 = -396484.584797
  nChanged 0
		SP:Iteration 22F (23987.750000 sec): 3 clusters
  Score: Raw -400346.302362 + Penalty 3861.717565 = -396484.584797
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23987.830000 sec): 2 clusters
  Score: Raw -77345.762738 + Penalty 1525.877708 = -75819.885030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23987.970000 sec): 3 clusters
  Score: Raw -77373.742589 + Penalty 3051.755417 = -74321.987172
  nChanged 64
		SP:Iteration 1F (23988.110000 sec): 3 clusters
  Score: Raw -77505.483157 + Penalty 3051.755417 = -74453.727741
  nChanged 14
		SP:Iteration 2Q (23988.250000 sec): 3 clusters
  Score: Raw -77552.138967 + Penalty 3051.755417 = -74500.383550
  nChanged 9
		SP:Iteration 3Q (23988.400000 sec): 3 clusters
  Score: Raw -77578.907947 + Penalty 3051.755417 = -74527.152531
  nChanged 3
		SP:Iteration 4Q (23988.540000 sec): 3 clusters
  Score: Raw -77586.620545 + Penalty 3051.755417 = -74534.865128
  nChanged 3
		SP:Iteration 5Q (23988.690000 sec): 3 clusters
  Score: Raw -77613.824545 + Penalty 3051.755417 = -74562.069129
  nChanged 5
		SP:Iteration 6Q (23988.830000 sec): 3 clusters
  Score: Raw -77626.615196 + Penalty 3051.755417 = -74574.859779
  nChanged 5
		SP:Iteration 7Q (23989.000000 sec): 3 clusters
  Score: Raw -77641.039326 + Penalty 3051.755417 = -74589.283910
  nChanged 1
		SP:Iteration 8Q (23989.200000 sec): 3 clusters
  Score: Raw -77644.117499 + Penalty 3051.755417 = -74592.362082
  nChanged 2
		SP:Iteration 9Q (23989.390000 sec): 3 clusters
  Score: Raw -77648.229763 + Penalty 3051.755417 = -74596.474347
  nChanged 2
		SP:Iteration 10Q (23989.510000 sec): 3 clusters
  Score: Raw -77651.614196 + Penalty 3051.755417 = -74599.858779
  nChanged 2
		SP:Iteration 11Q (23989.680000 sec): 3 clusters
  Score: Raw -77655.576954 + Penalty 3051.755417 = -74603.821537
  nChanged 1
		SP:Iteration 12Q (23989.860000 sec): 3 clusters
  Score: Raw -77657.974426 + Penalty 3051.755417 = -74606.219010
  nChanged 0
		SP:Iteration 13F (23989.990000 sec): 3 clusters
  Score: Raw -77657.974426 + Penalty 3051.755417 = -74606.219010
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23990.110000 sec): 2 clusters
  Score: Raw -652681.524597 + Penalty 2036.985870 = -650644.538726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23990.300000 sec): 3 clusters
  Score: Raw -651021.429859 + Penalty 4073.971741 = -646947.458119
  nChanged 1324
		SP:Iteration 1F (23990.490000 sec): 3 clusters
  Score: Raw -651871.952444 + Penalty 4073.971741 = -647797.980703
  nChanged 371
		SP:Iteration 2F (23990.650000 sec): 3 clusters
  Score: Raw -652156.780696 + Penalty 4073.971741 = -648082.808956
  nChanged 227
		SP:Iteration 3F (23990.860000 sec): 3 clusters
  Score: Raw -652320.414435 + Penalty 4073.971741 = -648246.442695
  nChanged 155
		SP:Iteration 4Q (23991.030000 sec): 3 clusters
  Score: Raw -652449.461077 + Penalty 4073.971741 = -648375.489337
  nChanged 147
		SP:Iteration 5Q (23991.250000 sec): 3 clusters
  Score: Raw -652577.381767 + Penalty 4073.971741 = -648503.410026
  nChanged 132
		SP:Iteration 6Q (23991.440000 sec): 3 clusters
  Score: Raw -652689.489840 + Penalty 4073.971741 = -648615.518099
  nChanged 123
		SP:Iteration 7Q (23991.650000 sec): 3 clusters
  Score: Raw -652796.169184 + Penalty 4073.971741 = -648722.197444
  nChanged 127
		SP:Iteration 8Q (23991.810000 sec): 3 clusters
  Score: Raw -652906.865840 + Penalty 4073.971741 = -648832.894100
  nChanged 103
		SP:Iteration 9Q (23991.990000 sec): 3 clusters
  Score: Raw -652983.859384 + Penalty 4073.971741 = -648909.887643
  nChanged 68
		SP:Iteration 10Q (23992.160000 sec): 3 clusters
  Score: Raw -653029.198607 + Penalty 4073.971741 = -648955.226866
  nChanged 46
		SP:Iteration 11Q (23992.380000 sec): 3 clusters
  Score: Raw -653062.645995 + Penalty 4073.971741 = -648988.674254
  nChanged 49
		SP:Iteration 12Q (23992.550000 sec): 3 clusters
  Score: Raw -653100.579927 + Penalty 4073.971741 = -649026.608186
  nChanged 49
		SP:Iteration 13Q (23992.710000 sec): 3 clusters
  Score: Raw -653136.278388 + Penalty 4073.971741 = -649062.306647
  nChanged 47
		SP:Iteration 14Q (23992.870000 sec): 3 clusters
  Score: Raw -653164.292031 + Penalty 4073.971741 = -649090.320290
  nChanged 36
		SP:Iteration 15Q (23993.020000 sec): 3 clusters
  Score: Raw -653186.561121 + Penalty 4073.971741 = -649112.589380
  nChanged 30
		SP:Iteration 16Q (23993.190000 sec): 3 clusters
  Score: Raw -653203.362016 + Penalty 4073.971741 = -649129.390275
  nChanged 22
		SP:Iteration 17Q (23993.380000 sec): 3 clusters
  Score: Raw -653213.090883 + Penalty 4073.971741 = -649139.119142
  nChanged 15
		SP:Iteration 18Q (23993.590000 sec): 3 clusters
  Score: Raw -653220.328699 + Penalty 4073.971741 = -649146.356959
  nChanged 16
		SP:Iteration 19Q (23993.840000 sec): 3 clusters
  Score: Raw -653230.148933 + Penalty 4073.971741 = -649156.177193
  nChanged 20
		SP:Iteration 20F (23994.010000 sec): 3 clusters
  Score: Raw -653240.835215 + Penalty 4073.971741 = -649166.863474
  nChanged 15
		SP:Iteration 21Q (23994.210000 sec): 3 clusters
  Score: Raw -653248.273819 + Penalty 4073.971741 = -649174.302079
  nChanged 15
		SP:Iteration 22Q (23994.400000 sec): 3 clusters
  Score: Raw -653254.289496 + Penalty 4073.971741 = -649180.317755
  nChanged 12
		SP:Iteration 23Q (23994.610000 sec): 3 clusters
  Score: Raw -653259.011677 + Penalty 4073.971741 = -649185.039936
  nChanged 10
		SP:Iteration 24Q (23994.840000 sec): 3 clusters
  Score: Raw -653265.384307 + Penalty 4073.971741 = -649191.412566
  nChanged 12
		SP:Iteration 25Q (23995.040000 sec): 3 clusters
  Score: Raw -653274.567274 + Penalty 4073.971741 = -649200.595534
  nChanged 15
		SP:Iteration 26Q (23995.250000 sec): 3 clusters
  Score: Raw -653283.418445 + Penalty 4073.971741 = -649209.446705
  nChanged 13
		SP:Iteration 27Q (23995.480000 sec): 3 clusters
  Score: Raw -653290.368545 + Penalty 4073.971741 = -649216.396804
  nChanged 14
		SP:Iteration 28Q (23995.710000 sec): 3 clusters
  Score: Raw -653297.274821 + Penalty 4073.971741 = -649223.303080
  nChanged 13
		SP:Iteration 29Q (23995.860000 sec): 3 clusters
  Score: Raw -653302.516154 + Penalty 4073.971741 = -649228.544413
  nChanged 4
		SP:Iteration 30Q (23996.080000 sec): 3 clusters
  Score: Raw -653304.468901 + Penalty 4073.971741 = -649230.497160
  nChanged 3
		SP:Iteration 31Q (23996.280000 sec): 3 clusters
  Score: Raw -653304.966719 + Penalty 4073.971741 = -649230.994978
  nChanged 3
		SP:Iteration 32Q (23996.460000 sec): 3 clusters
  Score: Raw -653306.042823 + Penalty 4073.971741 = -649232.071082
  nChanged 0
		SP:Iteration 33F (23996.630000 sec): 3 clusters
  Score: Raw -653306.042823 + Penalty 4073.971741 = -649232.071082
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (23996.750000 sec): 2 clusters
  Score: Raw -192195.730346 + Penalty 1747.784271 = -190447.946075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (23996.910000 sec): 3 clusters
  Score: Raw -191882.436948 + Penalty 3495.568542 = -188386.868406
  nChanged 318
		SP:Iteration 1F (23997.120000 sec): 3 clusters
  Score: Raw -192226.480363 + Penalty 3495.568542 = -188730.911822
  nChanged 72
		SP:Iteration 2F (23997.270000 sec): 3 clusters
  Score: Raw -192344.527413 + Penalty 3495.568542 = -188848.958871
  nChanged 45
		SP:Iteration 3Q (23997.470000 sec): 3 clusters
  Score: Raw -192416.239873 + Penalty 3495.568542 = -188920.671331
  nChanged 46
		SP:Iteration 4Q (23997.650000 sec): 3 clusters
  Score: Raw -192488.415066 + Penalty 3495.568542 = -188992.846524
  nChanged 34
		SP:Iteration 5Q (23997.780000 sec): 3 clusters
  Score: Raw -192545.632157 + Penalty 3495.568542 = -189050.063615
  nChanged 32
		SP:Iteration 6Q (23997.960000 sec): 3 clusters
  Score: Raw -192601.818522 + Penalty 3495.568542 = -189106.249980
  nChanged 20
		SP:Iteration 7Q (23998.150000 sec): 3 clusters
  Score: Raw -192641.411749 + Penalty 3495.568542 = -189145.843208
  nChanged 17
		SP:Iteration 8Q (23998.280000 sec): 3 clusters
  Score: Raw -192675.306295 + Penalty 3495.568542 = -189179.737753
  nChanged 16
		SP:Iteration 9Q (23998.470000 sec): 3 clusters
  Score: Raw -192701.320646 + Penalty 3495.568542 = -189205.752104
  nChanged 14
		SP:Iteration 10Q (23998.660000 sec): 3 clusters
  Score: Raw -192719.526795 + Penalty 3495.568542 = -189223.958253
  nChanged 11
		SP:Iteration 11Q (23998.840000 sec): 3 clusters
  Score: Raw -192728.807272 + Penalty 3495.568542 = -189233.238731
  nChanged 3
		SP:Iteration 12Q (23999.010000 sec): 3 clusters
  Score: Raw -192733.947552 + Penalty 3495.568542 = -189238.379011
  nChanged 8
		SP:Iteration 13Q (23999.200000 sec): 3 clusters
  Score: Raw -192741.611998 + Penalty 3495.568542 = -189246.043456
  nChanged 6
		SP:Iteration 14Q (23999.360000 sec): 3 clusters
  Score: Raw -192746.582162 + Penalty 3495.568542 = -189251.013621
  nChanged 1
		SP:Iteration 15Q (23999.530000 sec): 3 clusters
  Score: Raw -192749.788989 + Penalty 3495.568542 = -189254.220447
  nChanged 1
		SP:Iteration 16Q (23999.700000 sec): 3 clusters
  Score: Raw -192752.195931 + Penalty 3495.568542 = -189256.627389
  nChanged 1
		SP:Iteration 17Q (23999.870000 sec): 3 clusters
  Score: Raw -192752.663195 + Penalty 3495.568542 = -189257.094653
  nChanged 0
		SP:Iteration 18F (24000.050000 sec): 3 clusters
  Score: Raw -192752.663195 + Penalty 3495.568542 = -189257.094653
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24000.130000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24000.300000 sec): 3 clusters
  Score: Raw -20985.610551 + Penalty 2458.090221 = -18527.520330
  nChanged 10
		SP:Iteration 1F (24000.450000 sec): 3 clusters
  Score: Raw -21059.311341 + Penalty 2458.090221 = -18601.221121
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24000.520000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24000.700000 sec): 3 clusters
  Score: Raw -52761.452201 + Penalty 2857.977486 = -49903.474715
  nChanged 33
		SP:Iteration 1F (24000.840000 sec): 3 clusters
  Score: Raw -52862.370407 + Penalty 2857.977486 = -50004.392921
  nChanged 12
		SP:Iteration 2Q (24001.020000 sec): 3 clusters
  Score: Raw -52900.082183 + Penalty 2857.977486 = -50042.104697
  nChanged 3
		SP:Iteration 3Q (24001.130000 sec): 3 clusters
  Score: Raw -52909.039531 + Penalty 2857.977486 = -50051.062045
  nChanged 1
		SP:Iteration 4Q (24001.280000 sec): 3 clusters
  Score: Raw -52912.092736 + Penalty 2857.977486 = -50054.115250
  nChanged 0
		SP:Iteration 5F (24001.420000 sec): 3 clusters
  Score: Raw -52912.092736 + Penalty 2857.977486 = -50054.115250
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24001.510000 sec): 2 clusters
  Score: Raw -152103.398282 + Penalty 1692.983215 = -150410.415067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24001.620000 sec): 3 clusters
  Score: Raw -151973.309825 + Penalty 3385.966431 = -148587.343394
  nChanged 227
		SP:Iteration 1F (24001.770000 sec): 3 clusters
  Score: Raw -152422.532933 + Penalty 3385.966431 = -149036.566502
  nChanged 98
		SP:Iteration 2F (24001.910000 sec): 3 clusters
  Score: Raw -152685.824018 + Penalty 3385.966431 = -149299.857587
  nChanged 71
		SP:Iteration 3F (24002.040000 sec): 3 clusters
  Score: Raw -152854.829663 + Penalty 3385.966431 = -149468.863232
  nChanged 34
		SP:Iteration 4Q (24002.190000 sec): 3 clusters
  Score: Raw -153004.135356 + Penalty 3385.966431 = -149618.168926
  nChanged 31
		SP:Iteration 5Q (24002.350000 sec): 3 clusters
  Score: Raw -153100.817197 + Penalty 3385.966431 = -149714.850766
  nChanged 28
		SP:Iteration 6Q (24002.470000 sec): 3 clusters
  Score: Raw -153201.102078 + Penalty 3385.966431 = -149815.135647
  nChanged 30
		SP:Iteration 7Q (24002.600000 sec): 3 clusters
  Score: Raw -153296.179755 + Penalty 3385.966431 = -149910.213325
  nChanged 31
		SP:Iteration 8Q (24002.760000 sec): 3 clusters
  Score: Raw -153406.498689 + Penalty 3385.966431 = -150020.532258
  nChanged 21
		SP:Iteration 9Q (24002.890000 sec): 3 clusters
  Score: Raw -153459.468884 + Penalty 3385.966431 = -150073.502453
  nChanged 21
		SP:Iteration 10Q (24003.040000 sec): 3 clusters
  Score: Raw -153521.873022 + Penalty 3385.966431 = -150135.906591
  nChanged 18
		SP:Iteration 11Q (24003.200000 sec): 3 clusters
  Score: Raw -153575.708556 + Penalty 3385.966431 = -150189.742125
  nChanged 22
		SP:Iteration 12Q (24003.360000 sec): 3 clusters
  Score: Raw -153634.314967 + Penalty 3385.966431 = -150248.348536
  nChanged 16
		SP:Iteration 13Q (24003.520000 sec): 3 clusters
  Score: Raw -153680.695985 + Penalty 3385.966431 = -150294.729554
  nChanged 16
		SP:Iteration 14Q (24003.680000 sec): 3 clusters
  Score: Raw -153741.458136 + Penalty 3385.966431 = -150355.491705
  nChanged 12
		SP:Iteration 15Q (24003.840000 sec): 3 clusters
  Score: Raw -153771.736302 + Penalty 3385.966431 = -150385.769871
  nChanged 9
		SP:Iteration 16Q (24004.000000 sec): 3 clusters
  Score: Raw -153790.426330 + Penalty 3385.966431 = -150404.459899
  nChanged 5
		SP:Iteration 17Q (24004.160000 sec): 3 clusters
  Score: Raw -153807.487151 + Penalty 3385.966431 = -150421.520720
  nChanged 6
		SP:Iteration 18Q (24004.320000 sec): 3 clusters
  Score: Raw -153818.568100 + Penalty 3385.966431 = -150432.601669
  nChanged 4
		SP:Iteration 19Q (24004.530000 sec): 3 clusters
  Score: Raw -153834.080119 + Penalty 3385.966431 = -150448.113688
  nChanged 9
		SP:Iteration 20F (24004.750000 sec): 3 clusters
  Score: Raw -153854.557048 + Penalty 3385.966431 = -150468.590617
  nChanged 4
		SP:Iteration 21Q (24004.920000 sec): 3 clusters
  Score: Raw -153864.726354 + Penalty 3385.966431 = -150478.759923
  nChanged 2
		SP:Iteration 22Q (24005.050000 sec): 3 clusters
  Score: Raw -153868.994538 + Penalty 3385.966431 = -150483.028107
  nChanged 2
		SP:Iteration 23Q (24005.210000 sec): 3 clusters
  Score: Raw -153872.352273 + Penalty 3385.966431 = -150486.385842
  nChanged 3
		SP:Iteration 24Q (24005.410000 sec): 3 clusters
  Score: Raw -153877.531586 + Penalty 3385.966431 = -150491.565155
  nChanged 3
		SP:Iteration 25Q (24005.560000 sec): 3 clusters
  Score: Raw -153882.585942 + Penalty 3385.966431 = -150496.619511
  nChanged 4
		SP:Iteration 26Q (24005.730000 sec): 3 clusters
  Score: Raw -153894.856266 + Penalty 3385.966431 = -150508.889835
  nChanged 3
		SP:Iteration 27Q (24005.870000 sec): 3 clusters
  Score: Raw -153899.957153 + Penalty 3385.966431 = -150513.990722
  nChanged 1
		SP:Iteration 28Q (24006.040000 sec): 3 clusters
  Score: Raw -153901.128040 + Penalty 3385.966431 = -150515.161609
  nChanged 2
		SP:Iteration 29Q (24006.220000 sec): 3 clusters
  Score: Raw -153908.076591 + Penalty 3385.966431 = -150522.110160
  nChanged 1
		SP:Iteration 30Q (24006.390000 sec): 3 clusters
  Score: Raw -153909.580857 + Penalty 3385.966431 = -150523.614426
  nChanged 0
		SP:Iteration 31F (24006.570000 sec): 3 clusters
  Score: Raw -153909.580857 + Penalty 3385.966431 = -150523.614426
  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 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24006.650000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24006.770000 sec): 3 clusters
  Score: Raw -95213.970823 + Penalty 3168.726457 = -92045.244366
  nChanged 114
		SP:Iteration 1F (24006.900000 sec): 3 clusters
  Score: Raw -95505.846719 + Penalty 3168.726457 = -92337.120261
  nChanged 33
		SP:Iteration 2F (24007.120000 sec): 3 clusters
  Score: Raw -95623.899394 + Penalty 3168.726457 = -92455.172937
  nChanged 30
		SP:Iteration 3F (24007.300000 sec): 3 clusters
  Score: Raw -95696.280361 + Penalty 3168.726457 = -92527.553904
  nChanged 15
		SP:Iteration 4Q (24007.450000 sec): 3 clusters
  Score: Raw -95736.256012 + Penalty 3168.726457 = -92567.529555
  nChanged 7
		SP:Iteration 5Q (24007.630000 sec): 3 clusters
  Score: Raw -95755.643805 + Penalty 3168.726457 = -92586.917348
  nChanged 8
		SP:Iteration 6Q (24007.830000 sec): 3 clusters
  Score: Raw -95775.226636 + Penalty 3168.726457 = -92606.500179
  nChanged 3
		SP:Iteration 7Q (24007.960000 sec): 3 clusters
  Score: Raw -95780.904268 + Penalty 3168.726457 = -92612.177811
  nChanged 1
		SP:Iteration 8Q (24008.160000 sec): 3 clusters
  Score: Raw -95783.517158 + Penalty 3168.726457 = -92614.790701
  nChanged 2
		SP:Iteration 9Q (24008.290000 sec): 3 clusters
  Score: Raw -95788.819944 + Penalty 3168.726457 = -92620.093487
  nChanged 2
		SP:Iteration 10Q (24008.420000 sec): 3 clusters
  Score: Raw -95795.901841 + Penalty 3168.726457 = -92627.175384
  nChanged 2
		SP:Iteration 11Q (24008.550000 sec): 3 clusters
  Score: Raw -95825.981866 + Penalty 3168.726457 = -92657.255409
  nChanged 2
		SP:Iteration 12Q (24008.690000 sec): 3 clusters
  Score: Raw -95839.164814 + Penalty 3168.726457 = -92670.438357
  nChanged 1
		SP:Iteration 13Q (24008.870000 sec): 3 clusters
  Score: Raw -95853.717878 + Penalty 3168.726457 = -92684.991420
  nChanged 3
		SP:Iteration 14Q (24009.050000 sec): 3 clusters
  Score: Raw -95870.181980 + Penalty 3168.726457 = -92701.455523
  nChanged 5
		SP:Iteration 15Q (24009.190000 sec): 3 clusters
  Score: Raw -95880.848424 + Penalty 3168.726457 = -92712.121966
  nChanged 2
		SP:Iteration 16Q (24009.340000 sec): 3 clusters
  Score: Raw -95887.039357 + Penalty 3168.726457 = -92718.312900
  nChanged 4
		SP:Iteration 17Q (24009.430000 sec): 3 clusters
  Score: Raw -95900.375537 + Penalty 3168.726457 = -92731.649080
  nChanged 4
		SP:Iteration 18Q (24009.570000 sec): 3 clusters
  Score: Raw -95905.750510 + Penalty 3168.726457 = -92737.024053
  nChanged 2
		SP:Iteration 19Q (24009.720000 sec): 3 clusters
  Score: Raw -95911.367686 + Penalty 3168.726457 = -92742.641229
  nChanged 4
		SP:Iteration 20F (24009.810000 sec): 3 clusters
  Score: Raw -95917.347060 + Penalty 3168.726457 = -92748.620603
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24009.860000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24009.960000 sec): 3 clusters
  Score: Raw -43818.626944 + Penalty 2787.718829 = -41030.908115
  nChanged 46
		SP:Iteration 1F (24010.110000 sec): 3 clusters
  Score: Raw -44018.141222 + Penalty 2787.718829 = -41230.422392
  nChanged 23
		SP:Iteration 2F (24010.210000 sec): 3 clusters
  Score: Raw -44183.441198 + Penalty 2787.718829 = -41395.722368
  nChanged 15
		SP:Iteration 3F (24010.390000 sec): 3 clusters
  Score: Raw -44315.256724 + Penalty 2787.718829 = -41527.537894
  nChanged 10
		SP:Iteration 4Q (24010.590000 sec): 3 clusters
  Score: Raw -44412.674806 + Penalty 2787.718829 = -41624.955976
  nChanged 2
		SP:Iteration 5Q (24010.770000 sec): 3 clusters
  Score: Raw -44432.196833 + Penalty 2787.718829 = -41644.478004
  nChanged 1
		SP:Iteration 6Q (24010.900000 sec): 3 clusters
  Score: Raw -44438.856899 + Penalty 2787.718829 = -41651.138070
  nChanged 0
		SP:Iteration 7F (24011.050000 sec): 3 clusters
  Score: Raw -44438.856899 + Penalty 2787.718829 = -41651.138070
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24011.140000 sec): 2 clusters
  Score: Raw -18214.487408 + Penalty 1195.429828 = -17019.057580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24011.330000 sec): 3 clusters
  Score: Raw -18868.467051 + Penalty 2390.859657 = -16477.607395
  nChanged 2
		SP:Iteration 1Q (24011.510000 sec): 3 clusters
  Score: Raw -18879.618255 + Penalty 2390.859657 = -16488.758599
  nChanged 0
		SP:Iteration 2F (24011.670000 sec): 3 clusters
  Score: Raw -18879.618255 + Penalty 2390.859657 = -16488.758599
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24011.740000 sec): 2 clusters
  Score: Raw -55135.895069 + Penalty 1496.799395 = -53639.095674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24011.910000 sec): 3 clusters
  Score: Raw -55573.133268 + Penalty 2993.598791 = -52579.534477
  nChanged 111
		SP:Iteration 1F (24012.050000 sec): 3 clusters
  Score: Raw -55905.177054 + Penalty 2993.598791 = -52911.578263
  nChanged 40
		SP:Iteration 2F (24012.180000 sec): 3 clusters
  Score: Raw -56017.302829 + Penalty 2993.598791 = -53023.704039
  nChanged 21
		SP:Iteration 3F (24012.360000 sec): 3 clusters
  Score: Raw -56085.934674 + Penalty 2993.598791 = -53092.335884
  nChanged 20
		SP:Iteration 4Q (24012.450000 sec): 3 clusters
  Score: Raw -56139.979150 + Penalty 2993.598791 = -53146.380359
  nChanged 7
		SP:Iteration 5Q (24012.550000 sec): 3 clusters
  Score: Raw -56174.672675 + Penalty 2993.598791 = -53181.073885
  nChanged 9
		SP:Iteration 6Q (24012.690000 sec): 3 clusters
  Score: Raw -56238.707533 + Penalty 2993.598791 = -53245.108743
  nChanged 4
		SP:Iteration 7Q (24012.800000 sec): 3 clusters
  Score: Raw -56293.812154 + Penalty 2993.598791 = -53300.213363
  nChanged 1
		SP:Iteration 8Q (24012.940000 sec): 3 clusters
  Score: Raw -56294.889047 + Penalty 2993.598791 = -53301.290257
  nChanged 1
		SP:Iteration 9Q (24013.080000 sec): 3 clusters
  Score: Raw -56297.154894 + Penalty 2993.598791 = -53303.556103
  nChanged 1
		SP:Iteration 10Q (24013.220000 sec): 3 clusters
  Score: Raw -56298.753313 + Penalty 2993.598791 = -53305.154523
  nChanged 0
		SP:Iteration 11F (24013.360000 sec): 3 clusters
  Score: Raw -56298.753313 + Penalty 2993.598791 = -53305.154523
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24013.420000 sec): 2 clusters
  Score: Raw -84938.229178 + Penalty 1585.195444 = -83353.033734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24013.580000 sec): 3 clusters
  Score: Raw -84953.841337 + Penalty 3170.390888 = -81783.450448
  nChanged 127
		SP:Iteration 1F (24013.680000 sec): 3 clusters
  Score: Raw -85233.372790 + Penalty 3170.390888 = -82062.981902
  nChanged 56
		SP:Iteration 2F (24013.800000 sec): 3 clusters
  Score: Raw -85388.921742 + Penalty 3170.390888 = -82218.530854
  nChanged 28
		SP:Iteration 3Q (24013.950000 sec): 3 clusters
  Score: Raw -85462.385335 + Penalty 3170.390888 = -82291.994446
  nChanged 14
		SP:Iteration 4Q (24014.060000 sec): 3 clusters
  Score: Raw -85504.157572 + Penalty 3170.390888 = -82333.766684
  nChanged 15
		SP:Iteration 5Q (24014.200000 sec): 3 clusters
  Score: Raw -85579.717418 + Penalty 3170.390888 = -82409.326530
  nChanged 14
		SP:Iteration 6Q (24014.340000 sec): 3 clusters
  Score: Raw -85639.660035 + Penalty 3170.390888 = -82469.269146
  nChanged 11
		SP:Iteration 7Q (24014.470000 sec): 3 clusters
  Score: Raw -85681.071990 + Penalty 3170.390888 = -82510.681102
  nChanged 9
		SP:Iteration 8Q (24014.600000 sec): 3 clusters
  Score: Raw -85707.135811 + Penalty 3170.390888 = -82536.744922
  nChanged 4
		SP:Iteration 9Q (24014.740000 sec): 3 clusters
  Score: Raw -85717.761061 + Penalty 3170.390888 = -82547.370173
  nChanged 4
		SP:Iteration 10Q (24014.920000 sec): 3 clusters
  Score: Raw -85729.405664 + Penalty 3170.390888 = -82559.014776
  nChanged 4
		SP:Iteration 11Q (24015.050000 sec): 3 clusters
  Score: Raw -85741.929581 + Penalty 3170.390888 = -82571.538693
  nChanged 2
		SP:Iteration 12Q (24015.240000 sec): 3 clusters
  Score: Raw -85750.060445 + Penalty 3170.390888 = -82579.669557
  nChanged 3
		SP:Iteration 13Q (24015.440000 sec): 3 clusters
  Score: Raw -85758.060235 + Penalty 3170.390888 = -82587.669347
  nChanged 2
		SP:Iteration 14Q (24015.560000 sec): 3 clusters
  Score: Raw -85770.696724 + Penalty 3170.390888 = -82600.305836
  nChanged 5
		SP:Iteration 15Q (24015.670000 sec): 3 clusters
  Score: Raw -85778.464011 + Penalty 3170.390888 = -82608.073122
  nChanged 1
		SP:Iteration 16Q (24015.800000 sec): 3 clusters
  Score: Raw -85783.114933 + Penalty 3170.390888 = -82612.724045
  nChanged 0
		SP:Iteration 17F (24015.970000 sec): 3 clusters
  Score: Raw -85783.114933 + Penalty 3170.390888 = -82612.724045
  nChanged 0
Deleting Class 31 (437 points): Lose 3072.417299 but Gain 3262.464713
Iteration 358F (24096.760000 sec): 59 clusters
  Score: Raw -91403140.593403 + Penalty 189222.953371 = -91213917.640031
  nChanged 416
Iteration 359F (24173.450000 sec): 59 clusters
  Score: Raw -91404249.284030 + Penalty 189222.953371 = -91215026.330659
  nChanged 30
Iteration 360F (24250.540000 sec): 59 clusters
  Score: Raw -91404282.716875 + Penalty 189222.953371 = -91215059.763504
  nChanged 8
Iteration 361Q (24300.730000 sec): 59 clusters
  Score: Raw -91404293.557463 + Penalty 189222.953371 = -91215070.604092
  nChanged 3
Iteration 362Q (24351.940000 sec): 59 clusters
  Score: Raw -91404299.686589 + Penalty 189222.953371 = -91215076.733218
  nChanged 2
Iteration 363Q (24400.230000 sec): 59 clusters
  Score: Raw -91404309.125401 + Penalty 189222.953371 = -91215086.172030
  nChanged 1
Iteration 364Q (24450.370000 sec): 59 clusters
  Score: Raw -91404318.369233 + Penalty 189222.953371 = -91215095.415861
  nChanged 3
Iteration 365Q (24500.350000 sec): 59 clusters
  Score: Raw -91404322.258063 + Penalty 189222.953371 = -91215099.304692
  nChanged 1
Iteration 366Q (24549.770000 sec): 59 clusters
  Score: Raw -91404322.765888 + Penalty 189222.953371 = -91215099.812516
  nChanged 0
Iteration 367F (24634.930000 sec): 59 clusters
  Score: Raw -91404322.765888 + Penalty 189222.953371 = -91215099.812516
  nChanged 0
Compute initial score before splitting:   Score: Raw -91404322.765888 + Penalty 189222.953371 = -91215099.812516
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24635.000000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24635.150000 sec): 3 clusters
  Score: Raw -47325.428491 + Penalty 2933.097491 = -44392.331000
  nChanged 71
		SP:Iteration 1F (24635.280000 sec): 3 clusters
  Score: Raw -47496.604253 + Penalty 2933.097491 = -44563.506763
  nChanged 19
		SP:Iteration 2F (24635.430000 sec): 3 clusters
  Score: Raw -47571.558787 + Penalty 2933.097491 = -44638.461296
  nChanged 4
		SP:Iteration 3Q (24635.600000 sec): 3 clusters
  Score: Raw -47583.693727 + Penalty 2933.097491 = -44650.596236
  nChanged 3
		SP:Iteration 4Q (24635.770000 sec): 3 clusters
  Score: Raw -47596.949556 + Penalty 2933.097491 = -44663.852065
  nChanged 2
		SP:Iteration 5Q (24635.960000 sec): 3 clusters
  Score: Raw -47600.083455 + Penalty 2933.097491 = -44666.985964
  nChanged 0
		SP:Iteration 6F (24636.100000 sec): 3 clusters
  Score: Raw -47600.083455 + Penalty 2933.097491 = -44666.985964
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24636.160000 sec): 2 clusters
  Score: Raw -77629.043627 + Penalty 1533.157057 = -76095.886570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24636.310000 sec): 3 clusters
  Score: Raw -77728.408431 + Penalty 3066.314114 = -74662.094317
  nChanged 89
		SP:Iteration 1F (24636.480000 sec): 3 clusters
  Score: Raw -77906.053104 + Penalty 3066.314114 = -74839.738991
  nChanged 29
		SP:Iteration 2F (24636.700000 sec): 3 clusters
  Score: Raw -77981.020825 + Penalty 3066.314114 = -74914.706711
  nChanged 13
		SP:Iteration 3Q (24636.830000 sec): 3 clusters
  Score: Raw -78025.284997 + Penalty 3066.314114 = -74958.970883
  nChanged 12
		SP:Iteration 4Q (24637.010000 sec): 3 clusters
  Score: Raw -78075.607823 + Penalty 3066.314114 = -75009.293709
  nChanged 11
		SP:Iteration 5Q (24637.140000 sec): 3 clusters
  Score: Raw -78107.626438 + Penalty 3066.314114 = -75041.312324
  nChanged 2
		SP:Iteration 6Q (24637.330000 sec): 3 clusters
  Score: Raw -78108.818031 + Penalty 3066.314114 = -75042.503918
  nChanged 1
		SP:Iteration 7Q (24637.490000 sec): 3 clusters
  Score: Raw -78109.832746 + Penalty 3066.314114 = -75043.518632
  nChanged 1
		SP:Iteration 8Q (24637.690000 sec): 3 clusters
  Score: Raw -78112.791990 + Penalty 3066.314114 = -75046.477876
  nChanged 0
		SP:Iteration 9F (24637.810000 sec): 3 clusters
  Score: Raw -78112.791990 + Penalty 3066.314114 = -75046.477876
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24637.890000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24638.070000 sec): 3 clusters
  Score: Raw -221680.148679 + Penalty 3514.607126 = -218165.541553
  nChanged 326
		SP:Iteration 1F (24638.230000 sec): 3 clusters
  Score: Raw -222011.036502 + Penalty 3514.607126 = -218496.429376
  nChanged 90
		SP:Iteration 2F (24638.390000 sec): 3 clusters
  Score: Raw -222132.588986 + Penalty 3514.607126 = -218617.981860
  nChanged 65
		SP:Iteration 3F (24638.520000 sec): 3 clusters
  Score: Raw -222224.038862 + Penalty 3514.607126 = -218709.431735
  nChanged 50
		SP:Iteration 4Q (24638.650000 sec): 3 clusters
  Score: Raw -222293.546588 + Penalty 3514.607126 = -218778.939462
  nChanged 39
		SP:Iteration 5Q (24638.850000 sec): 3 clusters
  Score: Raw -222345.492533 + Penalty 3514.607126 = -218830.885407
  nChanged 33
		SP:Iteration 6Q (24639.050000 sec): 3 clusters
  Score: Raw -222390.926466 + Penalty 3514.607126 = -218876.319340
  nChanged 22
		SP:Iteration 7Q (24639.210000 sec): 3 clusters
  Score: Raw -222427.418613 + Penalty 3514.607126 = -218912.811487
  nChanged 27
		SP:Iteration 8Q (24639.390000 sec): 3 clusters
  Score: Raw -222472.874249 + Penalty 3514.607126 = -218958.267123
  nChanged 39
		SP:Iteration 9Q (24639.540000 sec): 3 clusters
  Score: Raw -222549.060567 + Penalty 3514.607126 = -219034.453440
  nChanged 33
		SP:Iteration 10Q (24639.740000 sec): 3 clusters
  Score: Raw -222609.340672 + Penalty 3514.607126 = -219094.733545
  nChanged 31
		SP:Iteration 11Q (24639.930000 sec): 3 clusters
  Score: Raw -222662.938054 + Penalty 3514.607126 = -219148.330928
  nChanged 33
		SP:Iteration 12Q (24640.070000 sec): 3 clusters
  Score: Raw -222724.246130 + Penalty 3514.607126 = -219209.639004
  nChanged 37
		SP:Iteration 13Q (24640.260000 sec): 3 clusters
  Score: Raw -222795.900730 + Penalty 3514.607126 = -219281.293603
  nChanged 29
		SP:Iteration 14Q (24640.450000 sec): 3 clusters
  Score: Raw -222844.827274 + Penalty 3514.607126 = -219330.220148
  nChanged 17
		SP:Iteration 15Q (24640.590000 sec): 3 clusters
  Score: Raw -222874.187231 + Penalty 3514.607126 = -219359.580105
  nChanged 16
		SP:Iteration 16Q (24640.770000 sec): 3 clusters
  Score: Raw -222913.304652 + Penalty 3514.607126 = -219398.697526
  nChanged 17
		SP:Iteration 17Q (24640.940000 sec): 3 clusters
  Score: Raw -222961.352865 + Penalty 3514.607126 = -219446.745739
  nChanged 30
		SP:Iteration 18Q (24641.080000 sec): 3 clusters
  Score: Raw -223049.523995 + Penalty 3514.607126 = -219534.916868
  nChanged 38
		SP:Iteration 19Q (24641.220000 sec): 3 clusters
  Score: Raw -223185.141911 + Penalty 3514.607126 = -219670.534785
  nChanged 31
		SP:Iteration 20F (24641.360000 sec): 3 clusters
  Score: Raw -223284.391964 + Penalty 3514.607126 = -219769.784838
  nChanged 23
		SP:Iteration 21Q (24641.460000 sec): 3 clusters
  Score: Raw -223357.347455 + Penalty 3514.607126 = -219842.740329
  nChanged 13
		SP:Iteration 22Q (24641.560000 sec): 3 clusters
  Score: Raw -223385.470705 + Penalty 3514.607126 = -219870.863579
  nChanged 3
		SP:Iteration 23Q (24641.740000 sec): 3 clusters
  Score: Raw -223389.809070 + Penalty 3514.607126 = -219875.201944
  nChanged 0
		SP:Iteration 24F (24641.840000 sec): 3 clusters
  Score: Raw -223389.809070 + Penalty 3514.607126 = -219875.201944
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24641.920000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24642.060000 sec): 3 clusters
  Score: Raw -27095.106319 + Penalty 2547.356025 = -24547.750295
  nChanged 11
		SP:Iteration 1F (24642.160000 sec): 3 clusters
  Score: Raw -27154.547022 + Penalty 2547.356025 = -24607.190997
  nChanged 4
		SP:Iteration 2Q (24642.300000 sec): 3 clusters
  Score: Raw -27184.573003 + Penalty 2547.356025 = -24637.216978
  nChanged 0
		SP:Iteration 3F (24642.450000 sec): 3 clusters
  Score: Raw -27184.573003 + Penalty 2547.356025 = -24637.216978
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24642.570000 sec): 2 clusters
  Score: Raw -907283.431835 + Penalty 2118.871110 = -905164.560724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24642.730000 sec): 3 clusters
  Score: Raw -904809.615560 + Penalty 4237.742221 = -900571.873340
  nChanged 1985
		SP:Iteration 1F (24642.880000 sec): 3 clusters
  Score: Raw -905969.391460 + Penalty 4237.742221 = -901731.649240
  nChanged 329
		SP:Iteration 2F (24643.020000 sec): 3 clusters
  Score: Raw -906163.515143 + Penalty 4237.742221 = -901925.772922
  nChanged 236
		SP:Iteration 3Q (24643.210000 sec): 3 clusters
  Score: Raw -906318.891405 + Penalty 4237.742221 = -902081.149185
  nChanged 239
		SP:Iteration 4Q (24643.400000 sec): 3 clusters
  Score: Raw -906491.175124 + Penalty 4237.742221 = -902253.432903
  nChanged 214
		SP:Iteration 5Q (24643.560000 sec): 3 clusters
  Score: Raw -906663.330222 + Penalty 4237.742221 = -902425.588001
  nChanged 208
		SP:Iteration 6Q (24643.740000 sec): 3 clusters
  Score: Raw -906819.507741 + Penalty 4237.742221 = -902581.765520
  nChanged 209
		SP:Iteration 7Q (24643.930000 sec): 3 clusters
  Score: Raw -906989.207480 + Penalty 4237.742221 = -902751.465260
  nChanged 205
		SP:Iteration 8Q (24644.100000 sec): 3 clusters
  Score: Raw -907165.216701 + Penalty 4237.742221 = -902927.474480
  nChanged 222
		SP:Iteration 9Q (24644.340000 sec): 3 clusters
  Score: Raw -907347.059558 + Penalty 4237.742221 = -903109.317338
  nChanged 210
		SP:Iteration 10Q (24644.500000 sec): 3 clusters
  Score: Raw -907530.011440 + Penalty 4237.742221 = -903292.269219
  nChanged 200
		SP:Iteration 11Q (24644.680000 sec): 3 clusters
  Score: Raw -907698.533631 + Penalty 4237.742221 = -903460.791410
  nChanged 186
		SP:Iteration 12Q (24644.870000 sec): 3 clusters
  Score: Raw -907889.049889 + Penalty 4237.742221 = -903651.307668
  nChanged 172
		SP:Iteration 13Q (24645.020000 sec): 3 clusters
  Score: Raw -908101.335571 + Penalty 4237.742221 = -903863.593350
  nChanged 144
		SP:Iteration 14Q (24645.190000 sec): 3 clusters
  Score: Raw -908274.707589 + Penalty 4237.742221 = -904036.965368
  nChanged 101
		SP:Iteration 15Q (24645.340000 sec): 3 clusters
  Score: Raw -908381.616144 + Penalty 4237.742221 = -904143.873923
  nChanged 81
		SP:Iteration 16Q (24645.530000 sec): 3 clusters
  Score: Raw -908466.943709 + Penalty 4237.742221 = -904229.201488
  nChanged 66
		SP:Iteration 17Q (24645.740000 sec): 3 clusters
  Score: Raw -908539.038366 + Penalty 4237.742221 = -904301.296145
  nChanged 52
		SP:Iteration 18Q (24645.940000 sec): 3 clusters
  Score: Raw -908593.134031 + Penalty 4237.742221 = -904355.391811
  nChanged 30
		SP:Iteration 19Q (24646.150000 sec): 3 clusters
  Score: Raw -908618.602749 + Penalty 4237.742221 = -904380.860528
  nChanged 23
		SP:Iteration 20F (24646.300000 sec): 3 clusters
  Score: Raw -908637.295508 + Penalty 4237.742221 = -904399.553287
  nChanged 21
		SP:Iteration 21Q (24646.450000 sec): 3 clusters
  Score: Raw -908653.187968 + Penalty 4237.742221 = -904415.445747
  nChanged 13
		SP:Iteration 22Q (24646.670000 sec): 3 clusters
  Score: Raw -908662.142655 + Penalty 4237.742221 = -904424.400434
  nChanged 11
		SP:Iteration 23Q (24646.860000 sec): 3 clusters
  Score: Raw -908668.706538 + Penalty 4237.742221 = -904430.964318
  nChanged 10
		SP:Iteration 24Q (24647.050000 sec): 3 clusters
  Score: Raw -908674.631370 + Penalty 4237.742221 = -904436.889149
  nChanged 6
		SP:Iteration 25Q (24647.210000 sec): 3 clusters
  Score: Raw -908678.592198 + Penalty 4237.742221 = -904440.849977
  nChanged 3
		SP:Iteration 26Q (24647.350000 sec): 3 clusters
  Score: Raw -908680.409887 + Penalty 4237.742221 = -904442.667667
  nChanged 2
		SP:Iteration 27Q (24647.480000 sec): 3 clusters
  Score: Raw -908681.115400 + Penalty 4237.742221 = -904443.373179
  nChanged 1
		SP:Iteration 28Q (24647.610000 sec): 3 clusters
  Score: Raw -908681.329266 + Penalty 4237.742221 = -904443.587045
  nChanged 2
		SP:Iteration 29Q (24647.760000 sec): 3 clusters
  Score: Raw -908682.333785 + Penalty 4237.742221 = -904444.591564
  nChanged 2
		SP:Iteration 30Q (24647.920000 sec): 3 clusters
  Score: Raw -908682.924304 + Penalty 4237.742221 = -904445.182083
  nChanged 0
		SP:Iteration 31F (24648.060000 sec): 3 clusters
  Score: Raw -908682.924304 + Penalty 4237.742221 = -904445.182083
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24648.150000 sec): 2 clusters
  Score: Raw -60597.310819 + Penalty 1500.918114 = -59096.392705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24648.360000 sec): 3 clusters
  Score: Raw -60928.864481 + Penalty 3001.836228 = -57927.028253
  nChanged 97
		SP:Iteration 1F (24648.470000 sec): 3 clusters
  Score: Raw -61341.856179 + Penalty 3001.836228 = -58340.019952
  nChanged 43
		SP:Iteration 2F (24648.590000 sec): 3 clusters
  Score: Raw -61574.571206 + Penalty 3001.836228 = -58572.734978
  nChanged 14
		SP:Iteration 3Q (24648.720000 sec): 3 clusters
  Score: Raw -61673.030856 + Penalty 3001.836228 = -58671.194629
  nChanged 12
		SP:Iteration 4Q (24648.860000 sec): 3 clusters
  Score: Raw -61760.419462 + Penalty 3001.836228 = -58758.583234
  nChanged 7
		SP:Iteration 5Q (24649.020000 sec): 3 clusters
  Score: Raw -61845.990019 + Penalty 3001.836228 = -58844.153792
  nChanged 10
		SP:Iteration 6Q (24649.150000 sec): 3 clusters
  Score: Raw -61914.525980 + Penalty 3001.836228 = -58912.689752
  nChanged 4
		SP:Iteration 7Q (24649.310000 sec): 3 clusters
  Score: Raw -61933.911062 + Penalty 3001.836228 = -58932.074835
  nChanged 2
		SP:Iteration 8Q (24649.480000 sec): 3 clusters
  Score: Raw -61943.944665 + Penalty 3001.836228 = -58942.108438
  nChanged 0
		SP:Iteration 9F (24649.650000 sec): 3 clusters
  Score: Raw -61943.944665 + Penalty 3001.836228 = -58942.108438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24649.730000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24649.840000 sec): 3 clusters
  Score: Raw -280241.140174 + Penalty 3634.904927 = -276606.235247
  nChanged 444
		SP:Iteration 1F (24649.970000 sec): 3 clusters
  Score: Raw -280711.204557 + Penalty 3634.904927 = -277076.299630
  nChanged 120
		SP:Iteration 2F (24650.120000 sec): 3 clusters
  Score: Raw -280848.857380 + Penalty 3634.904927 = -277213.952453
  nChanged 71
		SP:Iteration 3Q (24650.290000 sec): 3 clusters
  Score: Raw -280931.277665 + Penalty 3634.904927 = -277296.372738
  nChanged 47
		SP:Iteration 4Q (24650.480000 sec): 3 clusters
  Score: Raw -280983.189749 + Penalty 3634.904927 = -277348.284821
  nChanged 37
		SP:Iteration 5Q (24650.660000 sec): 3 clusters
  Score: Raw -281022.015674 + Penalty 3634.904927 = -277387.110747
  nChanged 27
		SP:Iteration 6Q (24650.810000 sec): 3 clusters
  Score: Raw -281048.800759 + Penalty 3634.904927 = -277413.895832
  nChanged 22
		SP:Iteration 7Q (24650.980000 sec): 3 clusters
  Score: Raw -281071.184419 + Penalty 3634.904927 = -277436.279492
  nChanged 16
		SP:Iteration 8Q (24651.100000 sec): 3 clusters
  Score: Raw -281086.752275 + Penalty 3634.904927 = -277451.847348
  nChanged 11
		SP:Iteration 9Q (24651.230000 sec): 3 clusters
  Score: Raw -281094.372542 + Penalty 3634.904927 = -277459.467615
  nChanged 11
		SP:Iteration 10Q (24651.370000 sec): 3 clusters
  Score: Raw -281105.191786 + Penalty 3634.904927 = -277470.286859
  nChanged 9
		SP:Iteration 11Q (24651.520000 sec): 3 clusters
  Score: Raw -281113.010194 + Penalty 3634.904927 = -277478.105267
  nChanged 5
		SP:Iteration 12Q (24651.650000 sec): 3 clusters
  Score: Raw -281118.117500 + Penalty 3634.904927 = -277483.212573
  nChanged 2
		SP:Iteration 13Q (24651.770000 sec): 3 clusters
  Score: Raw -281119.910566 + Penalty 3634.904927 = -277485.005639
  nChanged 3
		SP:Iteration 14Q (24651.900000 sec): 3 clusters
  Score: Raw -281121.681142 + Penalty 3634.904927 = -277486.776214
  nChanged 0
		SP:Iteration 15F (24652.020000 sec): 3 clusters
  Score: Raw -281121.681142 + Penalty 3634.904927 = -277486.776214
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24652.090000 sec): 2 clusters
  Score: Raw -27686.925861 + Penalty 1372.280593 = -26314.645267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24652.310000 sec): 3 clusters
  Score: Raw -27884.037843 + Penalty 2744.561186 = -25139.476656
  nChanged 27
		SP:Iteration 1F (24652.430000 sec): 3 clusters
  Score: Raw -27953.597657 + Penalty 2744.561186 = -25209.036470
  nChanged 5
		SP:Iteration 2Q (24652.630000 sec): 3 clusters
  Score: Raw -27965.232662 + Penalty 2744.561186 = -25220.671476
  nChanged 0
		SP:Iteration 3F (24652.800000 sec): 3 clusters
  Score: Raw -27965.232662 + Penalty 2744.561186 = -25220.671476
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24652.860000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24653.070000 sec): 3 clusters
  Score: Raw -218608.186128 + Penalty 3502.847050 = -215105.339079
  nChanged 299
		SP:Iteration 1F (24653.190000 sec): 3 clusters
  Score: Raw -218910.076162 + Penalty 3502.847050 = -215407.229112
  nChanged 78
		SP:Iteration 2F (24653.320000 sec): 3 clusters
  Score: Raw -219013.949684 + Penalty 3502.847050 = -215511.102635
  nChanged 49
		SP:Iteration 3Q (24653.540000 sec): 3 clusters
  Score: Raw -219077.725472 + Penalty 3502.847050 = -215574.878422
  nChanged 38
		SP:Iteration 4Q (24653.670000 sec): 3 clusters
  Score: Raw -219121.155207 + Penalty 3502.847050 = -215618.308157
  nChanged 31
		SP:Iteration 5Q (24653.860000 sec): 3 clusters
  Score: Raw -219166.563868 + Penalty 3502.847050 = -215663.716818
  nChanged 28
		SP:Iteration 6Q (24654.050000 sec): 3 clusters
  Score: Raw -219205.547641 + Penalty 3502.847050 = -215702.700591
  nChanged 29
		SP:Iteration 7Q (24654.220000 sec): 3 clusters
  Score: Raw -219240.554710 + Penalty 3502.847050 = -215737.707661
  nChanged 24
		SP:Iteration 8Q (24654.380000 sec): 3 clusters
  Score: Raw -219282.307778 + Penalty 3502.847050 = -215779.460728
  nChanged 24
		SP:Iteration 9Q (24654.510000 sec): 3 clusters
  Score: Raw -219312.585656 + Penalty 3502.847050 = -215809.738607
  nChanged 14
		SP:Iteration 10Q (24654.700000 sec): 3 clusters
  Score: Raw -219337.225026 + Penalty 3502.847050 = -215834.377976
  nChanged 21
		SP:Iteration 11Q (24654.840000 sec): 3 clusters
  Score: Raw -219393.581319 + Penalty 3502.847050 = -215890.734269
  nChanged 21
		SP:Iteration 12Q (24654.990000 sec): 3 clusters
  Score: Raw -219428.480751 + Penalty 3502.847050 = -215925.633701
  nChanged 16
		SP:Iteration 13Q (24655.080000 sec): 3 clusters
  Score: Raw -219449.960064 + Penalty 3502.847050 = -215947.113015
  nChanged 15
		SP:Iteration 14Q (24655.180000 sec): 3 clusters
  Score: Raw -219471.945564 + Penalty 3502.847050 = -215969.098514
  nChanged 22
		SP:Iteration 15Q (24655.290000 sec): 3 clusters
  Score: Raw -219500.176928 + Penalty 3502.847050 = -215997.329878
  nChanged 24
		SP:Iteration 16Q (24655.410000 sec): 3 clusters
  Score: Raw -219530.792631 + Penalty 3502.847050 = -216027.945582
  nChanged 18
		SP:Iteration 17Q (24655.540000 sec): 3 clusters
  Score: Raw -219562.085277 + Penalty 3502.847050 = -216059.238227
  nChanged 15
		SP:Iteration 18Q (24655.640000 sec): 3 clusters
  Score: Raw -219592.567186 + Penalty 3502.847050 = -216089.720137
  nChanged 20
		SP:Iteration 19Q (24655.730000 sec): 3 clusters
  Score: Raw -219627.793350 + Penalty 3502.847050 = -216124.946300
  nChanged 20
		SP:Iteration 20F (24655.820000 sec): 3 clusters
  Score: Raw -219671.140962 + Penalty 3502.847050 = -216168.293912
  nChanged 18
		SP:Iteration 21Q (24655.960000 sec): 3 clusters
  Score: Raw -219703.495760 + Penalty 3502.847050 = -216200.648710
  nChanged 18
		SP:Iteration 22Q (24656.050000 sec): 3 clusters
  Score: Raw -219729.939167 + Penalty 3502.847050 = -216227.092117
  nChanged 10
		SP:Iteration 23Q (24656.140000 sec): 3 clusters
  Score: Raw -219743.103424 + Penalty 3502.847050 = -216240.256374
  nChanged 7
		SP:Iteration 24Q (24656.230000 sec): 3 clusters
  Score: Raw -219753.876224 + Penalty 3502.847050 = -216251.029174
  nChanged 8
		SP:Iteration 25Q (24656.320000 sec): 3 clusters
  Score: Raw -219765.735049 + Penalty 3502.847050 = -216262.888000
  nChanged 5
		SP:Iteration 26Q (24656.440000 sec): 3 clusters
  Score: Raw -219772.709315 + Penalty 3502.847050 = -216269.862266
  nChanged 5
		SP:Iteration 27Q (24656.550000 sec): 3 clusters
  Score: Raw -219779.230423 + Penalty 3502.847050 = -216276.383373
  nChanged 3
		SP:Iteration 28Q (24656.710000 sec): 3 clusters
  Score: Raw -219781.079084 + Penalty 3502.847050 = -216278.232034
  nChanged 1
		SP:Iteration 29Q (24656.870000 sec): 3 clusters
  Score: Raw -219781.817996 + Penalty 3502.847050 = -216278.970946
  nChanged 1
		SP:Iteration 30Q (24657.010000 sec): 3 clusters
  Score: Raw -219783.053488 + Penalty 3502.847050 = -216280.206439
  nChanged 1
		SP:Iteration 31Q (24657.110000 sec): 3 clusters
  Score: Raw -219785.528254 + Penalty 3502.847050 = -216282.681205
  nChanged 1
		SP:Iteration 32Q (24657.210000 sec): 3 clusters
  Score: Raw -219786.481147 + Penalty 3502.847050 = -216283.634097
  nChanged 1
		SP:Iteration 33Q (24657.340000 sec): 3 clusters
  Score: Raw -219787.648335 + Penalty 3502.847050 = -216284.801286
  nChanged 1
		SP:Iteration 34Q (24657.430000 sec): 3 clusters
  Score: Raw -219788.123851 + Penalty 3502.847050 = -216285.276801
  nChanged 0
		SP:Iteration 35F (24657.570000 sec): 3 clusters
  Score: Raw -219788.123851 + Penalty 3502.847050 = -216285.276801
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24657.660000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24657.840000 sec): 3 clusters
  Score: Raw -37323.840801 + Penalty 2681.957199 = -34641.883603
  nChanged 20
		SP:Iteration 1F (24657.980000 sec): 3 clusters
  Score: Raw -37413.949596 + Penalty 2681.957199 = -34731.992398
  nChanged 8
		SP:Iteration 2Q (24658.130000 sec): 3 clusters
  Score: Raw -37460.924675 + Penalty 2681.957199 = -34778.967476
  nChanged 3
		SP:Iteration 3Q (24658.270000 sec): 3 clusters
  Score: Raw -37480.102091 + Penalty 2681.957199 = -34798.144892
  nChanged 3
		SP:Iteration 4Q (24658.450000 sec): 3 clusters
  Score: Raw -37501.714015 + Penalty 2681.957199 = -34819.756816
  nChanged 0
		SP:Iteration 5F (24658.580000 sec): 3 clusters
  Score: Raw -37501.714015 + Penalty 2681.957199 = -34819.756816
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24658.650000 sec): 2 clusters
  Score: Raw -35085.944688 + Penalty 1340.978599 = -33744.966089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24658.780000 sec): 3 clusters
  Score: Raw -35295.641727 + Penalty 2681.957199 = -32613.684528
  nChanged 17
		SP:Iteration 1F (24658.910000 sec): 3 clusters
  Score: Raw -35394.823870 + Penalty 2681.957199 = -32712.866671
  nChanged 4
		SP:Iteration 2Q (24659.040000 sec): 3 clusters
  Score: Raw -35448.170702 + Penalty 2681.957199 = -32766.213504
  nChanged 5
		SP:Iteration 3Q (24659.210000 sec): 3 clusters
  Score: Raw -35512.980570 + Penalty 2681.957199 = -32831.023371
  nChanged 3
		SP:Iteration 4Q (24659.330000 sec): 3 clusters
  Score: Raw -35536.810534 + Penalty 2681.957199 = -32854.853335
  nChanged 3
		SP:Iteration 5Q (24659.520000 sec): 3 clusters
  Score: Raw -35566.599087 + Penalty 2681.957199 = -32884.641889
  nChanged 3
		SP:Iteration 6Q (24659.710000 sec): 3 clusters
  Score: Raw -35611.308939 + Penalty 2681.957199 = -32929.351740
  nChanged 4
		SP:Iteration 7Q (24659.830000 sec): 3 clusters
  Score: Raw -35722.756615 + Penalty 2681.957199 = -33040.799416
  nChanged 4
		SP:Iteration 8Q (24659.990000 sec): 3 clusters
  Score: Raw -35736.196565 + Penalty 2681.957199 = -33054.239367
  nChanged 0
		SP:Iteration 9F (24660.140000 sec): 3 clusters
  Score: Raw -35736.196565 + Penalty 2681.957199 = -33054.239367
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24660.230000 sec): 2 clusters
  Score: Raw -36826.368009 + Penalty 1363.297720 = -35463.070289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24660.400000 sec): 3 clusters
  Score: Raw -37013.480184 + Penalty 2726.595440 = -34286.884744
  nChanged 30
		SP:Iteration 1F (24660.560000 sec): 3 clusters
  Score: Raw -37135.867677 + Penalty 2726.595440 = -34409.272237
  nChanged 5
		SP:Iteration 2Q (24660.690000 sec): 3 clusters
  Score: Raw -37165.036829 + Penalty 2726.595440 = -34438.441389
  nChanged 3
		SP:Iteration 3Q (24660.850000 sec): 3 clusters
  Score: Raw -37220.395688 + Penalty 2726.595440 = -34493.800248
  nChanged 5
		SP:Iteration 4Q (24660.980000 sec): 3 clusters
  Score: Raw -37254.112899 + Penalty 2726.595440 = -34527.517459
  nChanged 3
		SP:Iteration 5Q (24661.170000 sec): 3 clusters
  Score: Raw -37294.246535 + Penalty 2726.595440 = -34567.651096
  nChanged 2
		SP:Iteration 6Q (24661.350000 sec): 3 clusters
  Score: Raw -37300.056987 + Penalty 2726.595440 = -34573.461547
  nChanged 2
		SP:Iteration 7Q (24661.450000 sec): 3 clusters
  Score: Raw -37310.765979 + Penalty 2726.595440 = -34584.170539
  nChanged 0
		SP:Iteration 8F (24661.600000 sec): 3 clusters
  Score: Raw -37310.765979 + Penalty 2726.595440 = -34584.170539
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24661.750000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24661.950000 sec): 3 clusters
  Score: Raw -2507082.715392 + Penalty 4719.526554 = -2502363.188839
  nChanged 5694
		SP:Iteration 1F (24662.160000 sec): 3 clusters
  Score: Raw -2510050.718049 + Penalty 4719.526554 = -2505331.191496
  nChanged 829
		SP:Iteration 2F (24662.400000 sec): 3 clusters
  Score: Raw -2510438.687260 + Penalty 4719.526554 = -2505719.160706
  nChanged 704
		SP:Iteration 3F (24662.590000 sec): 3 clusters
  Score: Raw -2510771.088171 + Penalty 4719.526554 = -2506051.561617
  nChanged 646
		SP:Iteration 4Q (24662.820000 sec): 3 clusters
  Score: Raw -2511084.895275 + Penalty 4719.526554 = -2506365.368722
  nChanged 659
		SP:Iteration 5Q (24662.990000 sec): 3 clusters
  Score: Raw -2511456.569168 + Penalty 4719.526554 = -2506737.042614
  nChanged 693
		SP:Iteration 6F (24663.240000 sec): 3 clusters
  Score: Raw -2511897.455277 + Penalty 4719.526554 = -2507177.928723
  nChanged 715
		SP:Iteration 7F (24663.440000 sec): 3 clusters
  Score: Raw -2512395.410259 + Penalty 4719.526554 = -2507675.883706
  nChanged 677
		SP:Iteration 8Q (24663.660000 sec): 3 clusters
  Score: Raw -2512887.658950 + Penalty 4719.526554 = -2508168.132396
  nChanged 609
		SP:Iteration 9Q (24663.880000 sec): 3 clusters
  Score: Raw -2513363.888592 + Penalty 4719.526554 = -2508644.362039
  nChanged 535
		SP:Iteration 10Q (24664.130000 sec): 3 clusters
  Score: Raw -2513788.776251 + Penalty 4719.526554 = -2509069.249698
  nChanged 419
		SP:Iteration 11Q (24664.420000 sec): 3 clusters
  Score: Raw -2514119.332753 + Penalty 4719.526554 = -2509399.806200
  nChanged 324
		SP:Iteration 12Q (24664.610000 sec): 3 clusters
  Score: Raw -2514362.267490 + Penalty 4719.526554 = -2509642.740937
  nChanged 245
		SP:Iteration 13Q (24664.850000 sec): 3 clusters
  Score: Raw -2514542.087247 + Penalty 4719.526554 = -2509822.560694
  nChanged 178
		SP:Iteration 14Q (24665.100000 sec): 3 clusters
  Score: Raw -2514676.246261 + Penalty 4719.526554 = -2509956.719708
  nChanged 142
		SP:Iteration 15Q (24665.330000 sec): 3 clusters
  Score: Raw -2514776.259033 + Penalty 4719.526554 = -2510056.732479
  nChanged 94
		SP:Iteration 16Q (24665.530000 sec): 3 clusters
  Score: Raw -2514837.531128 + Penalty 4719.526554 = -2510118.004574
  nChanged 66
		SP:Iteration 17Q (24665.740000 sec): 3 clusters
  Score: Raw -2514878.299671 + Penalty 4719.526554 = -2510158.773117
  nChanged 56
		SP:Iteration 18Q (24665.880000 sec): 3 clusters
  Score: Raw -2514912.225315 + Penalty 4719.526554 = -2510192.698761
  nChanged 29
		SP:Iteration 19Q (24666.160000 sec): 3 clusters
  Score: Raw -2514925.902863 + Penalty 4719.526554 = -2510206.376309
  nChanged 24
		SP:Iteration 20F (24666.340000 sec): 3 clusters
  Score: Raw -2514936.606873 + Penalty 4719.526554 = -2510217.080319
  nChanged 19
		SP:Iteration 21Q (24666.590000 sec): 3 clusters
  Score: Raw -2514943.680522 + Penalty 4719.526554 = -2510224.153968
  nChanged 13
		SP:Iteration 22Q (24666.820000 sec): 3 clusters
  Score: Raw -2514949.372808 + Penalty 4719.526554 = -2510229.846255
  nChanged 14
		SP:Iteration 23Q (24667.040000 sec): 3 clusters
  Score: Raw -2514956.416932 + Penalty 4719.526554 = -2510236.890379
  nChanged 14
		SP:Iteration 24Q (24667.270000 sec): 3 clusters
  Score: Raw -2514963.982351 + Penalty 4719.526554 = -2510244.455797
  nChanged 13
		SP:Iteration 25Q (24667.470000 sec): 3 clusters
  Score: Raw -2514969.569841 + Penalty 4719.526554 = -2510250.043287
  nChanged 5
		SP:Iteration 26Q (24667.690000 sec): 3 clusters
  Score: Raw -2514971.215000 + Penalty 4719.526554 = -2510251.688446
  nChanged 4
		SP:Iteration 27Q (24667.930000 sec): 3 clusters
  Score: Raw -2514974.407416 + Penalty 4719.526554 = -2510254.880862
  nChanged 7
		SP:Iteration 28Q (24668.150000 sec): 3 clusters
  Score: Raw -2514977.522024 + Penalty 4719.526554 = -2510257.995470
  nChanged 4
		SP:Iteration 29Q (24668.380000 sec): 3 clusters
  Score: Raw -2514979.239640 + Penalty 4719.526554 = -2510259.713086
  nChanged 6
		SP:Iteration 30Q (24668.620000 sec): 3 clusters
  Score: Raw -2514982.510532 + Penalty 4719.526554 = -2510262.983979
  nChanged 6
		SP:Iteration 31Q (24668.850000 sec): 3 clusters
  Score: Raw -2514985.643168 + Penalty 4719.526554 = -2510266.116615
  nChanged 7
		SP:Iteration 32Q (24669.100000 sec): 3 clusters
  Score: Raw -2514990.785572 + Penalty 4719.526554 = -2510271.259018
  nChanged 2
		SP:Iteration 33Q (24669.370000 sec): 3 clusters
  Score: Raw -2514991.336970 + Penalty 4719.526554 = -2510271.810416
  nChanged 2
		SP:Iteration 34Q (24669.510000 sec): 3 clusters
  Score: Raw -2514992.570321 + Penalty 4719.526554 = -2510273.043768
  nChanged 3
		SP:Iteration 35Q (24669.760000 sec): 3 clusters
  Score: Raw -2514994.449510 + Penalty 4719.526554 = -2510274.922957
  nChanged 3
		SP:Iteration 36Q (24669.950000 sec): 3 clusters
  Score: Raw -2514995.763921 + Penalty 4719.526554 = -2510276.237368
  nChanged 5
		SP:Iteration 37Q (24670.160000 sec): 3 clusters
  Score: Raw -2514998.119781 + Penalty 4719.526554 = -2510278.593227
  nChanged 1
		SP:Iteration 38Q (24670.340000 sec): 3 clusters
  Score: Raw -2514998.275640 + Penalty 4719.526554 = -2510278.749086
  nChanged 1
		SP:Iteration 39Q (24670.600000 sec): 3 clusters
  Score: Raw -2514998.567934 + Penalty 4719.526554 = -2510279.041380
  nChanged 1
		SP:Iteration 40F (24670.820000 sec): 3 clusters
  Score: Raw -2514999.220892 + Penalty 4719.526554 = -2510279.694339
  nChanged 1
		SP:Iteration 41Q (24671.010000 sec): 3 clusters
  Score: Raw -2515000.023483 + Penalty 4719.526554 = -2510280.496929
  nChanged 2
		SP:Iteration 42Q (24671.260000 sec): 3 clusters
  Score: Raw -2515001.490650 + Penalty 4719.526554 = -2510281.964096
  nChanged 4
		SP:Iteration 43Q (24671.460000 sec): 3 clusters
  Score: Raw -2515004.908001 + Penalty 4719.526554 = -2510285.381448
  nChanged 5
		SP:Iteration 44Q (24671.750000 sec): 3 clusters
  Score: Raw -2515009.146122 + Penalty 4719.526554 = -2510289.619568
  nChanged 8
		SP:Iteration 45Q (24671.970000 sec): 3 clusters
  Score: Raw -2515013.829282 + Penalty 4719.526554 = -2510294.302728
  nChanged 5
		SP:Iteration 46Q (24672.130000 sec): 3 clusters
  Score: Raw -2515017.290656 + Penalty 4719.526554 = -2510297.764102
  nChanged 4
		SP:Iteration 47Q (24672.350000 sec): 3 clusters
  Score: Raw -2515019.815677 + Penalty 4719.526554 = -2510300.289123
  nChanged 9
		SP:Iteration 48Q (24672.600000 sec): 3 clusters
  Score: Raw -2515026.189659 + Penalty 4719.526554 = -2510306.663106
  nChanged 3
		SP:Iteration 49Q (24672.790000 sec): 3 clusters
  Score: Raw -2515027.494592 + Penalty 4719.526554 = -2510307.968038
  nChanged 2
		SP:Iteration 50Q (24673.000000 sec): 3 clusters
  Score: Raw -2515027.984813 + Penalty 4719.526554 = -2510308.458259
  nChanged 2
		SP:Iteration 51Q (24673.220000 sec): 3 clusters
  Score: Raw -2515028.532912 + Penalty 4719.526554 = -2510309.006358
  nChanged 1
		SP:Iteration 52Q (24673.480000 sec): 3 clusters
  Score: Raw -2515029.911206 + Penalty 4719.526554 = -2510310.384652
  nChanged 2
		SP:Iteration 53Q (24673.740000 sec): 3 clusters
  Score: Raw -2515031.503918 + Penalty 4719.526554 = -2510311.977364
  nChanged 1
		SP:Iteration 54Q (24673.990000 sec): 3 clusters
  Score: Raw -2515032.214125 + Penalty 4719.526554 = -2510312.687572
  nChanged 0
		SP:Iteration 55F (24674.220000 sec): 3 clusters
  Score: Raw -2515032.214125 + Penalty 4719.526554 = -2510312.687572
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24675.340000 sec): 2 clusters
  Score: Raw -37624763.990458 + Penalty 3039.508116 = -37621724.482342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24676.940000 sec): 3 clusters
  Score: Raw -37486567.595036 + Penalty 6079.016233 = -37480488.578803
  nChanged 101311
		SP:Iteration 1F (24678.460000 sec): 3 clusters
  Score: Raw -37545651.990093 + Penalty 6079.016233 = -37539572.973860
  nChanged 6251
		SP:Iteration 2Q (24680.290000 sec): 3 clusters
  Score: Raw -37547110.829038 + Penalty 6079.016233 = -37541031.812805
  nChanged 7472
		SP:Iteration 3Q (24681.990000 sec): 3 clusters
  Score: Raw -37549466.261330 + Penalty 6079.016233 = -37543387.245097
  nChanged 9929
		SP:Iteration 4Q (24683.680000 sec): 3 clusters
  Score: Raw -37553916.255990 + Penalty 6079.016233 = -37547837.239757
  nChanged 13716
		SP:Iteration 5F (24685.150000 sec): 3 clusters
  Score: Raw -37562380.927379 + Penalty 6079.016233 = -37556301.911146
  nChanged 17666
		SP:Iteration 6F (24686.770000 sec): 3 clusters
  Score: Raw -37576511.706862 + Penalty 6079.016233 = -37570432.690629
  nChanged 18948
		SP:Iteration 7F (24688.330000 sec): 3 clusters
  Score: Raw -37594107.885901 + Penalty 6079.016233 = -37588028.869668
  nChanged 15465
		SP:Iteration 8F (24689.940000 sec): 3 clusters
  Score: Raw -37609298.142913 + Penalty 6079.016233 = -37603219.126680
  nChanged 9496
		SP:Iteration 9Q (24691.600000 sec): 3 clusters
  Score: Raw -37618555.005556 + Penalty 6079.016233 = -37612475.989323
  nChanged 4487
		SP:Iteration 10Q (24693.140000 sec): 3 clusters
  Score: Raw -37622781.627503 + Penalty 6079.016233 = -37616702.611270
  nChanged 1654
		SP:Iteration 11Q (24694.530000 sec): 3 clusters
  Score: Raw -37624284.959947 + Penalty 6079.016233 = -37618205.943714
  nChanged 474
		SP:Iteration 12Q (24695.860000 sec): 3 clusters
  Score: Raw -37624742.541953 + Penalty 6079.016233 = -37618663.525720
  nChanged 170
		SP:Iteration 13Q (24697.140000 sec): 3 clusters
  Score: Raw -37624924.233293 + Penalty 6079.016233 = -37618845.217060
  nChanged 64
		SP:Iteration 14Q (24698.500000 sec): 3 clusters
  Score: Raw -37625001.544880 + Penalty 6079.016233 = -37618922.528647
  nChanged 31
		SP:Iteration 15Q (24699.870000 sec): 3 clusters
  Score: Raw -37625047.194060 + Penalty 6079.016233 = -37618968.177827
  nChanged 23
		SP:Iteration 16Q (24701.180000 sec): 3 clusters
  Score: Raw -37625071.373894 + Penalty 6079.016233 = -37618992.357661
  nChanged 13
		SP:Iteration 17Q (24702.590000 sec): 3 clusters
  Score: Raw -37625085.971227 + Penalty 6079.016233 = -37619006.954994
  nChanged 14
		SP:Iteration 18Q (24703.880000 sec): 3 clusters
  Score: Raw -37625099.519740 + Penalty 6079.016233 = -37619020.503507
  nChanged 4
		SP:Iteration 19Q (24705.170000 sec): 3 clusters
  Score: Raw -37625104.067202 + Penalty 6079.016233 = -37619025.050969
  nChanged 3
		SP:Iteration 20F (24706.490000 sec): 3 clusters
  Score: Raw -37625107.905611 + Penalty 6079.016233 = -37619028.889378
  nChanged 6
		SP:Iteration 21Q (24708.010000 sec): 3 clusters
  Score: Raw -37625114.273629 + Penalty 6079.016233 = -37619035.257396
  nChanged 3
		SP:Iteration 22Q (24709.520000 sec): 3 clusters
  Score: Raw -37625118.099800 + Penalty 6079.016233 = -37619039.083567
  nChanged 3
		SP:Iteration 23Q (24710.820000 sec): 3 clusters
  Score: Raw -37625121.835982 + Penalty 6079.016233 = -37619042.819749
  nChanged 3
		SP:Iteration 24Q (24712.240000 sec): 3 clusters
  Score: Raw -37625124.116848 + Penalty 6079.016233 = -37619045.100615
  nChanged 4
		SP:Iteration 25Q (24713.730000 sec): 3 clusters
  Score: Raw -37625130.211419 + Penalty 6079.016233 = -37619051.195186
  nChanged 6
		SP:Iteration 26Q (24715.150000 sec): 3 clusters
  Score: Raw -37625136.168800 + Penalty 6079.016233 = -37619057.152567
  nChanged 4
		SP:Iteration 27Q (24716.550000 sec): 3 clusters
  Score: Raw -37625143.401826 + Penalty 6079.016233 = -37619064.385593
  nChanged 4
		SP:Iteration 28Q (24718.000000 sec): 3 clusters
  Score: Raw -37625148.244279 + Penalty 6079.016233 = -37619069.228046
  nChanged 3
		SP:Iteration 29Q (24719.210000 sec): 3 clusters
  Score: Raw -37625151.449272 + Penalty 6079.016233 = -37619072.433039
  nChanged 2
		SP:Iteration 30Q (24720.420000 sec): 3 clusters
  Score: Raw -37625153.734002 + Penalty 6079.016233 = -37619074.717769
  nChanged 2
		SP:Iteration 31Q (24721.680000 sec): 3 clusters
  Score: Raw -37625155.151468 + Penalty 6079.016233 = -37619076.135235
  nChanged 0
		SP:Iteration 32F (24723.060000 sec): 3 clusters
  Score: Raw -37625155.151468 + Penalty 6079.016233 = -37619076.135235
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24723.310000 sec): 2 clusters
  Score: Raw -3608271.265461 + Penalty 2468.306548 = -3605802.958913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24723.610000 sec): 3 clusters
  Score: Raw -3595973.684163 + Penalty 4936.613095 = -3591037.071067
  nChanged 9288
		SP:Iteration 1F (24723.960000 sec): 3 clusters
  Score: Raw -3601117.588860 + Penalty 4936.613095 = -3596180.975765
  nChanged 1195
		SP:Iteration 2F (24724.250000 sec): 3 clusters
  Score: Raw -3601611.699132 + Penalty 4936.613095 = -3596675.086037
  nChanged 1034
		SP:Iteration 3Q (24724.560000 sec): 3 clusters
  Score: Raw -3601999.278028 + Penalty 4936.613095 = -3597062.664933
  nChanged 872
		SP:Iteration 4Q (24724.890000 sec): 3 clusters
  Score: Raw -3602348.736996 + Penalty 4936.613095 = -3597412.123901
  nChanged 870
		SP:Iteration 5Q (24725.180000 sec): 3 clusters
  Score: Raw -3602688.326712 + Penalty 4936.613095 = -3597751.713616
  nChanged 788
		SP:Iteration 6Q (24725.560000 sec): 3 clusters
  Score: Raw -3602985.104275 + Penalty 4936.613095 = -3598048.491180
  nChanged 731
		SP:Iteration 7Q (24725.880000 sec): 3 clusters
  Score: Raw -3603269.021423 + Penalty 4936.613095 = -3598332.408328
  nChanged 702
		SP:Iteration 8Q (24726.110000 sec): 3 clusters
  Score: Raw -3603561.345636 + Penalty 4936.613095 = -3598624.732541
  nChanged 773
		SP:Iteration 9Q (24726.430000 sec): 3 clusters
  Score: Raw -3603972.747910 + Penalty 4936.613095 = -3599036.134815
  nChanged 849
		SP:Iteration 10Q (24726.670000 sec): 3 clusters
  Score: Raw -3604555.337489 + Penalty 4936.613095 = -3599618.724394
  nChanged 997
		SP:Iteration 11Q (24726.990000 sec): 3 clusters
  Score: Raw -3605355.046533 + Penalty 4936.613095 = -3600418.433438
  nChanged 1063
		SP:Iteration 12F (24727.270000 sec): 3 clusters
  Score: Raw -3606259.751032 + Penalty 4936.613095 = -3601323.137937
  nChanged 1057
		SP:Iteration 13F (24727.570000 sec): 3 clusters
  Score: Raw -3607029.852001 + Penalty 4936.613095 = -3602093.238906
  nChanged 953
		SP:Iteration 14Q (24727.900000 sec): 3 clusters
  Score: Raw -3607711.068374 + Penalty 4936.613095 = -3602774.455279
  nChanged 822
		SP:Iteration 15Q (24728.140000 sec): 3 clusters
  Score: Raw -3608270.910791 + Penalty 4936.613095 = -3603334.297696
  nChanged 710
		SP:Iteration 16Q (24728.470000 sec): 3 clusters
  Score: Raw -3608689.607211 + Penalty 4936.613095 = -3603752.994116
  nChanged 573
		SP:Iteration 17Q (24728.770000 sec): 3 clusters
  Score: Raw -3609005.797565 + Penalty 4936.613095 = -3604069.184470
  nChanged 490
		SP:Iteration 18Q (24729.090000 sec): 3 clusters
  Score: Raw -3609252.455612 + Penalty 4936.613095 = -3604315.842517
  nChanged 415
		SP:Iteration 19Q (24729.380000 sec): 3 clusters
  Score: Raw -3609444.035579 + Penalty 4936.613095 = -3604507.422484
  nChanged 379
		SP:Iteration 20F (24729.720000 sec): 3 clusters
  Score: Raw -3609628.329109 + Penalty 4936.613095 = -3604691.716014
  nChanged 322
		SP:Iteration 21Q (24729.960000 sec): 3 clusters
  Score: Raw -3609770.245071 + Penalty 4936.613095 = -3604833.631976
  nChanged 322
		SP:Iteration 22Q (24730.240000 sec): 3 clusters
  Score: Raw -3609905.086286 + Penalty 4936.613095 = -3604968.473191
  nChanged 291
		SP:Iteration 23Q (24730.590000 sec): 3 clusters
  Score: Raw -3610028.013451 + Penalty 4936.613095 = -3605091.400356
  nChanged 271
		SP:Iteration 24Q (24730.930000 sec): 3 clusters
  Score: Raw -3610125.926091 + Penalty 4936.613095 = -3605189.312996
  nChanged 228
		SP:Iteration 25Q (24731.210000 sec): 3 clusters
  Score: Raw -3610197.630256 + Penalty 4936.613095 = -3605261.017161
  nChanged 198
		SP:Iteration 26Q (24731.540000 sec): 3 clusters
  Score: Raw -3610254.386237 + Penalty 4936.613095 = -3605317.773142
  nChanged 170
		SP:Iteration 27Q (24731.850000 sec): 3 clusters
  Score: Raw -3610295.976510 + Penalty 4936.613095 = -3605359.363415
  nChanged 146
		SP:Iteration 28Q (24732.170000 sec): 3 clusters
  Score: Raw -3610328.154867 + Penalty 4936.613095 = -3605391.541772
  nChanged 144
		SP:Iteration 29Q (24732.420000 sec): 3 clusters
  Score: Raw -3610360.398045 + Penalty 4936.613095 = -3605423.784949
  nChanged 124
		SP:Iteration 30Q (24732.750000 sec): 3 clusters
  Score: Raw -3610386.089888 + Penalty 4936.613095 = -3605449.476793
  nChanged 117
		SP:Iteration 31Q (24733.080000 sec): 3 clusters
  Score: Raw -3610409.348411 + Penalty 4936.613095 = -3605472.735316
  nChanged 101
		SP:Iteration 32Q (24733.440000 sec): 3 clusters
  Score: Raw -3610433.264908 + Penalty 4936.613095 = -3605496.651813
  nChanged 98
		SP:Iteration 33Q (24733.710000 sec): 3 clusters
  Score: Raw -3610453.509186 + Penalty 4936.613095 = -3605516.896091
  nChanged 92
		SP:Iteration 34Q (24734.020000 sec): 3 clusters
  Score: Raw -3610469.423998 + Penalty 4936.613095 = -3605532.810903
  nChanged 71
		SP:Iteration 35Q (24734.310000 sec): 3 clusters
  Score: Raw -3610479.197846 + Penalty 4936.613095 = -3605542.584750
  nChanged 54
		SP:Iteration 36Q (24734.650000 sec): 3 clusters
  Score: Raw -3610486.084173 + Penalty 4936.613095 = -3605549.471078
  nChanged 41
		SP:Iteration 37Q (24734.940000 sec): 3 clusters
  Score: Raw -3610491.180911 + Penalty 4936.613095 = -3605554.567816
  nChanged 36
		SP:Iteration 38Q (24735.270000 sec): 3 clusters
  Score: Raw -3610495.427482 + Penalty 4936.613095 = -3605558.814387
  nChanged 37
		SP:Iteration 39Q (24735.570000 sec): 3 clusters
  Score: Raw -3610500.579202 + Penalty 4936.613095 = -3605563.966107
  nChanged 34
		SP:Iteration 40F (24735.860000 sec): 3 clusters
  Score: Raw -3610504.703449 + Penalty 4936.613095 = -3605568.090354
  nChanged 29
		SP:Iteration 41Q (24736.190000 sec): 3 clusters
  Score: Raw -3610508.450946 + Penalty 4936.613095 = -3605571.837850
  nChanged 23
		SP:Iteration 42Q (24736.500000 sec): 3 clusters
  Score: Raw -3610511.661868 + Penalty 4936.613095 = -3605575.048773
  nChanged 27
		SP:Iteration 43Q (24736.830000 sec): 3 clusters
  Score: Raw -3610514.753971 + Penalty 4936.613095 = -3605578.140875
  nChanged 25
		SP:Iteration 44Q (24737.140000 sec): 3 clusters
  Score: Raw -3610517.446138 + Penalty 4936.613095 = -3605580.833043
  nChanged 24
		SP:Iteration 45Q (24737.460000 sec): 3 clusters
  Score: Raw -3610519.684238 + Penalty 4936.613095 = -3605583.071142
  nChanged 19
		SP:Iteration 46Q (24737.760000 sec): 3 clusters
  Score: Raw -3610521.609259 + Penalty 4936.613095 = -3605584.996164
  nChanged 15
		SP:Iteration 47Q (24738.040000 sec): 3 clusters
  Score: Raw -3610523.506005 + Penalty 4936.613095 = -3605586.892910
  nChanged 15
		SP:Iteration 48Q (24738.360000 sec): 3 clusters
  Score: Raw -3610525.112367 + Penalty 4936.613095 = -3605588.499272
  nChanged 12
		SP:Iteration 49Q (24738.680000 sec): 3 clusters
  Score: Raw -3610526.297820 + Penalty 4936.613095 = -3605589.684725
  nChanged 14
		SP:Iteration 50Q (24738.990000 sec): 3 clusters
  Score: Raw -3610527.699334 + Penalty 4936.613095 = -3605591.086239
  nChanged 10
		SP:Iteration 51Q (24739.320000 sec): 3 clusters
  Score: Raw -3610528.187312 + Penalty 4936.613095 = -3605591.574217
  nChanged 6
		SP:Iteration 52Q (24739.640000 sec): 3 clusters
  Score: Raw -3610528.654615 + Penalty 4936.613095 = -3605592.041520
  nChanged 4
		SP:Iteration 53Q (24739.980000 sec): 3 clusters
  Score: Raw -3610529.159328 + Penalty 4936.613095 = -3605592.546233
  nChanged 5
		SP:Iteration 54Q (24740.310000 sec): 3 clusters
  Score: Raw -3610529.602266 + Penalty 4936.613095 = -3605592.989171
  nChanged 5
		SP:Iteration 55Q (24740.590000 sec): 3 clusters
  Score: Raw -3610529.969070 + Penalty 4936.613095 = -3605593.355975
  nChanged 7
		SP:Iteration 56Q (24740.900000 sec): 3 clusters
  Score: Raw -3610530.962300 + Penalty 4936.613095 = -3605594.349204
  nChanged 11
		SP:Iteration 57Q (24741.220000 sec): 3 clusters
  Score: Raw -3610532.323265 + Penalty 4936.613095 = -3605595.710170
  nChanged 8
		SP:Iteration 58Q (24741.530000 sec): 3 clusters
  Score: Raw -3610533.243192 + Penalty 4936.613095 = -3605596.630097
  nChanged 11
		SP:Iteration 59Q (24741.830000 sec): 3 clusters
  Score: Raw -3610534.532091 + Penalty 4936.613095 = -3605597.918996
  nChanged 11
		SP:Iteration 60F (24742.120000 sec): 3 clusters
  Score: Raw -3610535.493080 + Penalty 4936.613095 = -3605598.879984
  nChanged 8
		SP:Iteration 61Q (24742.470000 sec): 3 clusters
  Score: Raw -3610536.223511 + Penalty 4936.613095 = -3605599.610416
  nChanged 9
		SP:Iteration 62Q (24742.800000 sec): 3 clusters
  Score: Raw -3610537.238149 + Penalty 4936.613095 = -3605600.625054
  nChanged 8
		SP:Iteration 63Q (24743.160000 sec): 3 clusters
  Score: Raw -3610538.376244 + Penalty 4936.613095 = -3605601.763149
  nChanged 9
		SP:Iteration 64Q (24743.480000 sec): 3 clusters
  Score: Raw -3610539.291330 + Penalty 4936.613095 = -3605602.678235
  nChanged 7
		SP:Iteration 65Q (24743.720000 sec): 3 clusters
  Score: Raw -3610540.008263 + Penalty 4936.613095 = -3605603.395168
  nChanged 6
		SP:Iteration 66Q (24744.060000 sec): 3 clusters
  Score: Raw -3610540.617076 + Penalty 4936.613095 = -3605604.003981
  nChanged 7
		SP:Iteration 67Q (24744.400000 sec): 3 clusters
  Score: Raw -3610541.207580 + Penalty 4936.613095 = -3605604.594485
  nChanged 3
		SP:Iteration 68Q (24744.680000 sec): 3 clusters
  Score: Raw -3610541.522458 + Penalty 4936.613095 = -3605604.909363
  nChanged 5
		SP:Iteration 69Q (24745.060000 sec): 3 clusters
  Score: Raw -3610541.863401 + Penalty 4936.613095 = -3605605.250305
  nChanged 2
		SP:Iteration 70Q (24745.360000 sec): 3 clusters
  Score: Raw -3610541.961420 + Penalty 4936.613095 = -3605605.348325
  nChanged 1
		SP:Iteration 71Q (24745.740000 sec): 3 clusters
  Score: Raw -3610542.049685 + Penalty 4936.613095 = -3605605.436590
  nChanged 2
		SP:Iteration 72Q (24746.050000 sec): 3 clusters
  Score: Raw -3610542.170164 + Penalty 4936.613095 = -3605605.557069
  nChanged 1
		SP:Iteration 73Q (24746.340000 sec): 3 clusters
  Score: Raw -3610542.212328 + Penalty 4936.613095 = -3605605.599233
  nChanged 0
		SP:Iteration 74F (24746.700000 sec): 3 clusters
  Score: Raw -3610542.212328 + Penalty 4936.613095 = -3605605.599233
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24747.330000 sec): 2 clusters
  Score: Raw -17104529.564123 + Penalty 2845.153983 = -17101684.410140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24748.150000 sec): 3 clusters
  Score: Raw -17043212.050161 + Penalty 5690.307967 = -17037521.742194
  nChanged 45491
		SP:Iteration 1F (24748.940000 sec): 3 clusters
  Score: Raw -17068926.080720 + Penalty 5690.307967 = -17063235.772753
  nChanged 3032
		SP:Iteration 2Q (24749.770000 sec): 3 clusters
  Score: Raw -17069572.403167 + Penalty 5690.307967 = -17063882.095200
  nChanged 3128
		SP:Iteration 3Q (24750.660000 sec): 3 clusters
  Score: Raw -17070381.737603 + Penalty 5690.307967 = -17064691.429636
  nChanged 3637
		SP:Iteration 4Q (24751.510000 sec): 3 clusters
  Score: Raw -17071587.674644 + Penalty 5690.307967 = -17065897.366677
  nChanged 4572
		SP:Iteration 5Q (24752.460000 sec): 3 clusters
  Score: Raw -17073631.833908 + Penalty 5690.307967 = -17067941.525941
  nChanged 6043
		SP:Iteration 6F (24753.330000 sec): 3 clusters
  Score: Raw -17077181.572682 + Penalty 5690.307967 = -17071491.264715
  nChanged 7480
		SP:Iteration 7F (24754.190000 sec): 3 clusters
  Score: Raw -17082772.943694 + Penalty 5690.307967 = -17077082.635727
  nChanged 8268
		SP:Iteration 8F (24754.970000 sec): 3 clusters
  Score: Raw -17090142.811548 + Penalty 5690.307967 = -17084452.503581
  nChanged 7236
		SP:Iteration 9F (24755.790000 sec): 3 clusters
  Score: Raw -17097143.727525 + Penalty 5690.307967 = -17091453.419558
  nChanged 4569
		SP:Iteration 10Q (24756.670000 sec): 3 clusters
  Score: Raw -17101647.547409 + Penalty 5690.307967 = -17095957.239442
  nChanged 2105
		SP:Iteration 11Q (24757.620000 sec): 3 clusters
  Score: Raw -17103696.598718 + Penalty 5690.307967 = -17098006.290752
  nChanged 686
		SP:Iteration 12Q (24758.360000 sec): 3 clusters
  Score: Raw -17104402.030001 + Penalty 5690.307967 = -17098711.722034
  nChanged 196
		SP:Iteration 13Q (24759.110000 sec): 3 clusters
  Score: Raw -17104657.027352 + Penalty 5690.307967 = -17098966.719385
  nChanged 56
		SP:Iteration 14Q (24759.860000 sec): 3 clusters
  Score: Raw -17104751.912362 + Penalty 5690.307967 = -17099061.604395
  nChanged 22
		SP:Iteration 15Q (24760.610000 sec): 3 clusters
  Score: Raw -17104790.749097 + Penalty 5690.307967 = -17099100.441130
  nChanged 9
		SP:Iteration 16Q (24761.360000 sec): 3 clusters
  Score: Raw -17104806.884305 + Penalty 5690.307967 = -17099116.576338
  nChanged 3
		SP:Iteration 17Q (24762.150000 sec): 3 clusters
  Score: Raw -17104812.582977 + Penalty 5690.307967 = -17099122.275010
  nChanged 1
		SP:Iteration 18Q (24762.900000 sec): 3 clusters
  Score: Raw -17104813.498847 + Penalty 5690.307967 = -17099123.190880
  nChanged 0
		SP:Iteration 19F (24763.720000 sec): 3 clusters
  Score: Raw -17104813.498847 + Penalty 5690.307967 = -17099123.190880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24763.890000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24764.070000 sec): 3 clusters
  Score: Raw -82593.808485 + Penalty 3110.410262 = -79483.398222
  nChanged 118
		SP:Iteration 1F (24764.260000 sec): 3 clusters
  Score: Raw -82871.358719 + Penalty 3110.410262 = -79760.948457
  nChanged 40
		SP:Iteration 2F (24764.420000 sec): 3 clusters
  Score: Raw -82984.329099 + Penalty 3110.410262 = -79873.918836
  nChanged 13
		SP:Iteration 3Q (24764.590000 sec): 3 clusters
  Score: Raw -83011.153948 + Penalty 3110.410262 = -79900.743686
  nChanged 10
		SP:Iteration 4Q (24764.700000 sec): 3 clusters
  Score: Raw -83035.206261 + Penalty 3110.410262 = -79924.795999
  nChanged 4
		SP:Iteration 5Q (24764.840000 sec): 3 clusters
  Score: Raw -83050.554132 + Penalty 3110.410262 = -79940.143870
  nChanged 1
		SP:Iteration 6Q (24765.030000 sec): 3 clusters
  Score: Raw -83058.107824 + Penalty 3110.410262 = -79947.697561
  nChanged 6
		SP:Iteration 7Q (24765.170000 sec): 3 clusters
  Score: Raw -83071.443609 + Penalty 3110.410262 = -79961.033346
  nChanged 4
		SP:Iteration 8Q (24765.310000 sec): 3 clusters
  Score: Raw -83081.506762 + Penalty 3110.410262 = -79971.096500
  nChanged 6
		SP:Iteration 9Q (24765.500000 sec): 3 clusters
  Score: Raw -83095.600504 + Penalty 3110.410262 = -79985.190241
  nChanged 4
		SP:Iteration 10Q (24765.720000 sec): 3 clusters
  Score: Raw -83100.917486 + Penalty 3110.410262 = -79990.507224
  nChanged 0
		SP:Iteration 11F (24765.870000 sec): 3 clusters
  Score: Raw -83100.917486 + Penalty 3110.410262 = -79990.507224
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24765.960000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24766.150000 sec): 3 clusters
  Score: Raw -34416.669862 + Penalty 2645.028521 = -31771.641341
  nChanged 20
		SP:Iteration 1F (24766.340000 sec): 3 clusters
  Score: Raw -34499.368527 + Penalty 2645.028521 = -31854.340006
  nChanged 7
		SP:Iteration 2Q (24766.500000 sec): 3 clusters
  Score: Raw -34538.362281 + Penalty 2645.028521 = -31893.333760
  nChanged 0
		SP:Iteration 3F (24766.660000 sec): 3 clusters
  Score: Raw -34538.362281 + Penalty 2645.028521 = -31893.333760
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24766.750000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24766.900000 sec): 3 clusters
  Score: Raw -18309.223038 + Penalty 2331.438261 = -15977.784777
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24766.970000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24767.150000 sec): 3 clusters
  Score: Raw -79096.569169 + Penalty 3061.163496 = -76035.405673
  nChanged 86
		SP:Iteration 1F (24767.300000 sec): 3 clusters
  Score: Raw -79270.021289 + Penalty 3061.163496 = -76208.857793
  nChanged 21
		SP:Iteration 2Q (24767.470000 sec): 3 clusters
  Score: Raw -79321.255455 + Penalty 3061.163496 = -76260.091959
  nChanged 7
		SP:Iteration 3Q (24767.640000 sec): 3 clusters
  Score: Raw -79336.788349 + Penalty 3061.163496 = -76275.624852
  nChanged 3
		SP:Iteration 4Q (24767.840000 sec): 3 clusters
  Score: Raw -79344.448116 + Penalty 3061.163496 = -76283.284620
  nChanged 1
		SP:Iteration 5Q (24768.010000 sec): 3 clusters
  Score: Raw -79346.615622 + Penalty 3061.163496 = -76285.452126
  nChanged 2
		SP:Iteration 6Q (24768.190000 sec): 3 clusters
  Score: Raw -79352.227909 + Penalty 3061.163496 = -76291.064413
  nChanged 1
		SP:Iteration 7Q (24768.370000 sec): 3 clusters
  Score: Raw -79354.618694 + Penalty 3061.163496 = -76293.455198
  nChanged 1
		SP:Iteration 8Q (24768.550000 sec): 3 clusters
  Score: Raw -79356.399619 + Penalty 3061.163496 = -76295.236122
  nChanged 1
		SP:Iteration 9Q (24768.760000 sec): 3 clusters
  Score: Raw -79358.291241 + Penalty 3061.163496 = -76297.127745
  nChanged 1
		SP:Iteration 10Q (24768.910000 sec): 3 clusters
  Score: Raw -79359.219770 + Penalty 3061.163496 = -76298.056273
  nChanged 0
		SP:Iteration 11F (24769.080000 sec): 3 clusters
  Score: Raw -79359.219770 + Penalty 3061.163496 = -76298.056273
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24769.150000 sec): 2 clusters
  Score: Raw -129000.292227 + Penalty 1641.778155 = -127358.514072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24769.330000 sec): 3 clusters
  Score: Raw -128901.455149 + Penalty 3283.556310 = -125617.898838
  nChanged 166
		SP:Iteration 1F (24769.500000 sec): 3 clusters
  Score: Raw -129135.322092 + Penalty 3283.556310 = -125851.765782
  nChanged 37
		SP:Iteration 2Q (24769.670000 sec): 3 clusters
  Score: Raw -129204.670160 + Penalty 3283.556310 = -125921.113849
  nChanged 13
		SP:Iteration 3Q (24769.850000 sec): 3 clusters
  Score: Raw -129228.724959 + Penalty 3283.556310 = -125945.168649
  nChanged 13
		SP:Iteration 4Q (24769.970000 sec): 3 clusters
  Score: Raw -129250.448502 + Penalty 3283.556310 = -125966.892192
  nChanged 10
		SP:Iteration 5Q (24770.120000 sec): 3 clusters
  Score: Raw -129268.220986 + Penalty 3283.556310 = -125984.664676
  nChanged 6
		SP:Iteration 6Q (24770.270000 sec): 3 clusters
  Score: Raw -129279.903966 + Penalty 3283.556310 = -125996.347655
  nChanged 6
		SP:Iteration 7Q (24770.410000 sec): 3 clusters
  Score: Raw -129293.086002 + Penalty 3283.556310 = -126009.529691
  nChanged 2
		SP:Iteration 8Q (24770.550000 sec): 3 clusters
  Score: Raw -129299.218299 + Penalty 3283.556310 = -126015.661988
  nChanged 3
		SP:Iteration 9Q (24770.700000 sec): 3 clusters
  Score: Raw -129304.364134 + Penalty 3283.556310 = -126020.807823
  nChanged 3
		SP:Iteration 10Q (24770.860000 sec): 3 clusters
  Score: Raw -129311.915324 + Penalty 3283.556310 = -126028.359014
  nChanged 6
		SP:Iteration 11Q (24771.020000 sec): 3 clusters
  Score: Raw -129320.621739 + Penalty 3283.556310 = -126037.065428
  nChanged 3
		SP:Iteration 12Q (24771.180000 sec): 3 clusters
  Score: Raw -129322.882502 + Penalty 3283.556310 = -126039.326192
  nChanged 2
		SP:Iteration 13Q (24771.340000 sec): 3 clusters
  Score: Raw -129324.281192 + Penalty 3283.556310 = -126040.724882
  nChanged 2
		SP:Iteration 14Q (24771.520000 sec): 3 clusters
  Score: Raw -129325.745780 + Penalty 3283.556310 = -126042.189470
  nChanged 0
		SP:Iteration 15F (24771.700000 sec): 3 clusters
  Score: Raw -129325.745780 + Penalty 3283.556310 = -126042.189470
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24771.780000 sec): 2 clusters
  Score: Raw -19840.290813 + Penalty 1310.234525 = -18530.056288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24771.970000 sec): 3 clusters
  Score: Raw -20117.056122 + Penalty 2620.469049 = -17496.587072
  nChanged 25
		SP:Iteration 1F (24772.190000 sec): 3 clusters
  Score: Raw -20209.473269 + Penalty 2620.469049 = -17589.004219
  nChanged 4
		SP:Iteration 2Q (24772.390000 sec): 3 clusters
  Score: Raw -20229.976086 + Penalty 2620.469049 = -17609.507036
  nChanged 4
		SP:Iteration 3Q (24772.530000 sec): 3 clusters
  Score: Raw -20261.054166 + Penalty 2620.469049 = -17640.585117
  nChanged 3
		SP:Iteration 4Q (24772.760000 sec): 3 clusters
  Score: Raw -20278.593729 + Penalty 2620.469049 = -17658.124680
  nChanged 1
		SP:Iteration 5Q (24772.930000 sec): 3 clusters
  Score: Raw -20283.905910 + Penalty 2620.469049 = -17663.436861
  nChanged 0
		SP:Iteration 6F (24773.090000 sec): 3 clusters
  Score: Raw -20283.905910 + Penalty 2620.469049 = -17663.436861
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24773.150000 sec): 2 clusters
  Score: Raw -135016.210674 + Penalty 1645.714746 = -133370.495928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24773.280000 sec): 3 clusters
  Score: Raw -134889.994462 + Penalty 3291.429492 = -131598.564970
  nChanged 165
		SP:Iteration 1F (24773.450000 sec): 3 clusters
  Score: Raw -135104.259779 + Penalty 3291.429492 = -131812.830288
  nChanged 42
		SP:Iteration 2F (24773.600000 sec): 3 clusters
  Score: Raw -135179.894256 + Penalty 3291.429492 = -131888.464765
  nChanged 22
		SP:Iteration 3Q (24773.770000 sec): 3 clusters
  Score: Raw -135238.080903 + Penalty 3291.429492 = -131946.651412
  nChanged 18
		SP:Iteration 4Q (24773.990000 sec): 3 clusters
  Score: Raw -135272.823326 + Penalty 3291.429492 = -131981.393835
  nChanged 7
		SP:Iteration 5Q (24774.110000 sec): 3 clusters
  Score: Raw -135283.598676 + Penalty 3291.429492 = -131992.169184
  nChanged 6
		SP:Iteration 6Q (24774.290000 sec): 3 clusters
  Score: Raw -135291.930440 + Penalty 3291.429492 = -132000.500949
  nChanged 4
		SP:Iteration 7Q (24774.410000 sec): 3 clusters
  Score: Raw -135295.808686 + Penalty 3291.429492 = -132004.379195
  nChanged 2
		SP:Iteration 8Q (24774.530000 sec): 3 clusters
  Score: Raw -135297.730006 + Penalty 3291.429492 = -132006.300514
  nChanged 2
		SP:Iteration 9Q (24774.660000 sec): 3 clusters
  Score: Raw -135300.249365 + Penalty 3291.429492 = -132008.819873
  nChanged 1
		SP:Iteration 10Q (24774.860000 sec): 3 clusters
  Score: Raw -135301.172357 + Penalty 3291.429492 = -132009.742865
  nChanged 1
		SP:Iteration 11Q (24775.040000 sec): 3 clusters
  Score: Raw -135302.566528 + Penalty 3291.429492 = -132011.137036
  nChanged 2
		SP:Iteration 12Q (24775.200000 sec): 3 clusters
  Score: Raw -135305.363573 + Penalty 3291.429492 = -132013.934082
  nChanged 2
		SP:Iteration 13Q (24775.350000 sec): 3 clusters
  Score: Raw -135306.894627 + Penalty 3291.429492 = -132015.465135
  nChanged 0
		SP:Iteration 14F (24775.540000 sec): 3 clusters
  Score: Raw -135306.894627 + Penalty 3291.429492 = -132015.465135
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24775.600000 sec): 2 clusters
  Score: Raw -270517.272324 + Penalty 1823.087240 = -268694.185084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24775.820000 sec): 3 clusters
  Score: Raw -269990.985819 + Penalty 3646.174480 = -266344.811339
  nChanged 459
		SP:Iteration 1F (24775.980000 sec): 3 clusters
  Score: Raw -270403.052046 + Penalty 3646.174480 = -266756.877566
  nChanged 128
		SP:Iteration 2F (24776.090000 sec): 3 clusters
  Score: Raw -270581.172889 + Penalty 3646.174480 = -266934.998409
  nChanged 97
		SP:Iteration 3F (24776.290000 sec): 3 clusters
  Score: Raw -270715.444586 + Penalty 3646.174480 = -267069.270105
  nChanged 66
		SP:Iteration 4Q (24776.520000 sec): 3 clusters
  Score: Raw -270808.600012 + Penalty 3646.174480 = -267162.425532
  nChanged 54
		SP:Iteration 5Q (24776.650000 sec): 3 clusters
  Score: Raw -270876.387393 + Penalty 3646.174480 = -267230.212913
  nChanged 47
		SP:Iteration 6Q (24776.810000 sec): 3 clusters
  Score: Raw -270949.512728 + Penalty 3646.174480 = -267303.338247
  nChanged 44
		SP:Iteration 7Q (24776.940000 sec): 3 clusters
  Score: Raw -271012.614700 + Penalty 3646.174480 = -267366.440219
  nChanged 36
		SP:Iteration 8Q (24777.130000 sec): 3 clusters
  Score: Raw -271065.896612 + Penalty 3646.174480 = -267419.722132
  nChanged 34
		SP:Iteration 9Q (24777.310000 sec): 3 clusters
  Score: Raw -271114.606014 + Penalty 3646.174480 = -267468.431533
  nChanged 49
		SP:Iteration 10Q (24777.470000 sec): 3 clusters
  Score: Raw -271180.274926 + Penalty 3646.174480 = -267534.100446
  nChanged 34
		SP:Iteration 11Q (24777.640000 sec): 3 clusters
  Score: Raw -271227.381358 + Penalty 3646.174480 = -267581.206878
  nChanged 23
		SP:Iteration 12Q (24777.810000 sec): 3 clusters
  Score: Raw -271255.835513 + Penalty 3646.174480 = -267609.661033
  nChanged 20
		SP:Iteration 13Q (24777.940000 sec): 3 clusters
  Score: Raw -271274.174825 + Penalty 3646.174480 = -267628.000345
  nChanged 13
		SP:Iteration 14Q (24778.100000 sec): 3 clusters
  Score: Raw -271286.816798 + Penalty 3646.174480 = -267640.642317
  nChanged 12
		SP:Iteration 15Q (24778.310000 sec): 3 clusters
  Score: Raw -271295.918980 + Penalty 3646.174480 = -267649.744500
  nChanged 8
		SP:Iteration 16Q (24778.500000 sec): 3 clusters
  Score: Raw -271303.298401 + Penalty 3646.174480 = -267657.123921
  nChanged 8
		SP:Iteration 17Q (24778.660000 sec): 3 clusters
  Score: Raw -271315.227327 + Penalty 3646.174480 = -267669.052847
  nChanged 12
		SP:Iteration 18Q (24778.810000 sec): 3 clusters
  Score: Raw -271333.290357 + Penalty 3646.174480 = -267687.115877
  nChanged 13
		SP:Iteration 19Q (24778.930000 sec): 3 clusters
  Score: Raw -271350.929703 + Penalty 3646.174480 = -267704.755223
  nChanged 14
		SP:Iteration 20F (24779.070000 sec): 3 clusters
  Score: Raw -271369.712321 + Penalty 3646.174480 = -267723.537841
  nChanged 7
		SP:Iteration 21Q (24779.210000 sec): 3 clusters
  Score: Raw -271376.645591 + Penalty 3646.174480 = -267730.471111
  nChanged 6
		SP:Iteration 22Q (24779.300000 sec): 3 clusters
  Score: Raw -271384.111550 + Penalty 3646.174480 = -267737.937070
  nChanged 3
		SP:Iteration 23Q (24779.430000 sec): 3 clusters
  Score: Raw -271386.991227 + Penalty 3646.174480 = -267740.816747
  nChanged 3
		SP:Iteration 24Q (24779.570000 sec): 3 clusters
  Score: Raw -271389.033701 + Penalty 3646.174480 = -267742.859221
  nChanged 0
		SP:Iteration 25F (24779.690000 sec): 3 clusters
  Score: Raw -271389.033701 + Penalty 3646.174480 = -267742.859221
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24779.770000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24779.930000 sec): 3 clusters
  Score: Raw -59982.680802 + Penalty 2975.472535 = -57007.208267
  nChanged 58
		SP:Iteration 1F (24780.060000 sec): 3 clusters
  Score: Raw -60155.554447 + Penalty 2975.472535 = -57180.081912
  nChanged 18
		SP:Iteration 2Q (24780.190000 sec): 3 clusters
  Score: Raw -60216.292036 + Penalty 2975.472535 = -57240.819502
  nChanged 10
		SP:Iteration 3Q (24780.310000 sec): 3 clusters
  Score: Raw -60260.892925 + Penalty 2975.472535 = -57285.420390
  nChanged 6
		SP:Iteration 4Q (24780.440000 sec): 3 clusters
  Score: Raw -60281.153312 + Penalty 2975.472535 = -57305.680777
  nChanged 5
		SP:Iteration 5Q (24780.610000 sec): 3 clusters
  Score: Raw -60290.427130 + Penalty 2975.472535 = -57314.954596
  nChanged 2
		SP:Iteration 6Q (24780.750000 sec): 3 clusters
  Score: Raw -60295.387846 + Penalty 2975.472535 = -57319.915312
  nChanged 2
		SP:Iteration 7Q (24780.950000 sec): 3 clusters
  Score: Raw -60300.583871 + Penalty 2975.472535 = -57325.111337
  nChanged 1
		SP:Iteration 8Q (24781.090000 sec): 3 clusters
  Score: Raw -60302.531549 + Penalty 2975.472535 = -57327.059014
  nChanged 0
		SP:Iteration 9F (24781.230000 sec): 3 clusters
  Score: Raw -60302.531549 + Penalty 2975.472535 = -57327.059014
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24781.290000 sec): 2 clusters
  Score: Raw -187019.643125 + Penalty 1744.090817 = -185275.552309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24781.420000 sec): 3 clusters
  Score: Raw -186708.883900 + Penalty 3488.181633 = -183220.702266
  nChanged 318
		SP:Iteration 1F (24781.560000 sec): 3 clusters
  Score: Raw -187053.702747 + Penalty 3488.181633 = -183565.521114
  nChanged 84
		SP:Iteration 2F (24781.730000 sec): 3 clusters
  Score: Raw -187177.063786 + Penalty 3488.181633 = -183688.882153
  nChanged 53
		SP:Iteration 3Q (24781.870000 sec): 3 clusters
  Score: Raw -187285.714227 + Penalty 3488.181633 = -183797.532594
  nChanged 47
		SP:Iteration 4Q (24782.060000 sec): 3 clusters
  Score: Raw -187420.999250 + Penalty 3488.181633 = -183932.817617
  nChanged 51
		SP:Iteration 5Q (24782.220000 sec): 3 clusters
  Score: Raw -187561.858002 + Penalty 3488.181633 = -184073.676368
  nChanged 46
		SP:Iteration 6Q (24782.400000 sec): 3 clusters
  Score: Raw -187670.155686 + Penalty 3488.181633 = -184181.974053
  nChanged 39
		SP:Iteration 7Q (24782.580000 sec): 3 clusters
  Score: Raw -187741.693015 + Penalty 3488.181633 = -184253.511381
  nChanged 35
		SP:Iteration 8Q (24782.710000 sec): 3 clusters
  Score: Raw -187817.200964 + Penalty 3488.181633 = -184329.019330
  nChanged 29
		SP:Iteration 9Q (24782.860000 sec): 3 clusters
  Score: Raw -187873.542842 + Penalty 3488.181633 = -184385.361208
  nChanged 25
		SP:Iteration 10Q (24783.000000 sec): 3 clusters
  Score: Raw -187918.363822 + Penalty 3488.181633 = -184430.182189
  nChanged 23
		SP:Iteration 11Q (24783.140000 sec): 3 clusters
  Score: Raw -187959.910209 + Penalty 3488.181633 = -184471.728576
  nChanged 17
		SP:Iteration 12Q (24783.270000 sec): 3 clusters
  Score: Raw -187982.385275 + Penalty 3488.181633 = -184494.203642
  nChanged 9
		SP:Iteration 13Q (24783.480000 sec): 3 clusters
  Score: Raw -187995.580342 + Penalty 3488.181633 = -184507.398709
  nChanged 3
		SP:Iteration 14Q (24783.680000 sec): 3 clusters
  Score: Raw -188000.047344 + Penalty 3488.181633 = -184511.865710
  nChanged 2
		SP:Iteration 15Q (24783.880000 sec): 3 clusters
  Score: Raw -188003.780976 + Penalty 3488.181633 = -184515.599343
  nChanged 4
		SP:Iteration 16Q (24784.060000 sec): 3 clusters
  Score: Raw -188009.696893 + Penalty 3488.181633 = -184521.515260
  nChanged 0
		SP:Iteration 17F (24784.250000 sec): 3 clusters
  Score: Raw -188009.696893 + Penalty 3488.181633 = -184521.515260
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24784.960000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24785.790000 sec): 3 clusters
  Score: Raw -19043845.234891 + Penalty 5708.955617 = -19038136.279273
  nChanged 47346
		SP:Iteration 1F (24786.810000 sec): 3 clusters
  Score: Raw -19071709.165923 + Penalty 5708.955617 = -19066000.210305
  nChanged 4621
		SP:Iteration 2Q (24787.790000 sec): 3 clusters
  Score: Raw -19073497.110273 + Penalty 5708.955617 = -19067788.154655
  nChanged 5555
		SP:Iteration 3F (24788.640000 sec): 3 clusters
  Score: Raw -19076136.748883 + Penalty 5708.955617 = -19070427.793266
  nChanged 6273
		SP:Iteration 4F (24789.500000 sec): 3 clusters
  Score: Raw -19079580.248441 + Penalty 5708.955617 = -19073871.292823
  nChanged 6699
		SP:Iteration 5F (24790.310000 sec): 3 clusters
  Score: Raw -19083434.602360 + Penalty 5708.955617 = -19077725.646743
  nChanged 6381
		SP:Iteration 6F (24791.200000 sec): 3 clusters
  Score: Raw -19087038.533806 + Penalty 5708.955617 = -19081329.578188
  nChanged 5405
		SP:Iteration 7F (24792.040000 sec): 3 clusters
  Score: Raw -19089930.994910 + Penalty 5708.955617 = -19084222.039292
  nChanged 4508
		SP:Iteration 8Q (24792.940000 sec): 3 clusters
  Score: Raw -19092397.725666 + Penalty 5708.955617 = -19086688.770048
  nChanged 3737
		SP:Iteration 9Q (24793.910000 sec): 3 clusters
  Score: Raw -19094538.696584 + Penalty 5708.955617 = -19088829.740966
  nChanged 3283
		SP:Iteration 10Q (24794.830000 sec): 3 clusters
  Score: Raw -19096587.250190 + Penalty 5708.955617 = -19090878.294573
  nChanged 3023
		SP:Iteration 11Q (24795.730000 sec): 3 clusters
  Score: Raw -19098621.775582 + Penalty 5708.955617 = -19092912.819964
  nChanged 2804
		SP:Iteration 12Q (24796.840000 sec): 3 clusters
  Score: Raw -19100593.196811 + Penalty 5708.955617 = -19094884.241194
  nChanged 2460
		SP:Iteration 13Q (24797.710000 sec): 3 clusters
  Score: Raw -19102367.415518 + Penalty 5708.955617 = -19096658.459901
  nChanged 2108
		SP:Iteration 14Q (24798.640000 sec): 3 clusters
  Score: Raw -19103931.559045 + Penalty 5708.955617 = -19098222.603428
  nChanged 1678
		SP:Iteration 15Q (24799.580000 sec): 3 clusters
  Score: Raw -19105163.665041 + Penalty 5708.955617 = -19099454.709424
  nChanged 1328
		SP:Iteration 16Q (24800.490000 sec): 3 clusters
  Score: Raw -19106180.887160 + Penalty 5708.955617 = -19100471.931542
  nChanged 1007
		SP:Iteration 17Q (24801.260000 sec): 3 clusters
  Score: Raw -19106987.605608 + Penalty 5708.955617 = -19101278.649990
  nChanged 659
		SP:Iteration 18Q (24802.100000 sec): 3 clusters
  Score: Raw -19107488.306433 + Penalty 5708.955617 = -19101779.350816
  nChanged 396
		SP:Iteration 19Q (24802.860000 sec): 3 clusters
  Score: Raw -19107805.026612 + Penalty 5708.955617 = -19102096.070994
  nChanged 257
		SP:Iteration 20F (24803.640000 sec): 3 clusters
  Score: Raw -19108009.139700 + Penalty 5708.955617 = -19102300.184083
  nChanged 181
		SP:Iteration 21Q (24804.390000 sec): 3 clusters
  Score: Raw -19108166.566717 + Penalty 5708.955617 = -19102457.611100
  nChanged 137
		SP:Iteration 22Q (24805.100000 sec): 3 clusters
  Score: Raw -19108293.991048 + Penalty 5708.955617 = -19102585.035431
  nChanged 104
		SP:Iteration 23Q (24805.890000 sec): 3 clusters
  Score: Raw -19108381.737839 + Penalty 5708.955617 = -19102672.782222
  nChanged 84
		SP:Iteration 24Q (24806.800000 sec): 3 clusters
  Score: Raw -19108444.897191 + Penalty 5708.955617 = -19102735.941574
  nChanged 70
		SP:Iteration 25Q (24807.550000 sec): 3 clusters
  Score: Raw -19108492.177219 + Penalty 5708.955617 = -19102783.221601
  nChanged 62
		SP:Iteration 26Q (24808.400000 sec): 3 clusters
  Score: Raw -19108529.650152 + Penalty 5708.955617 = -19102820.694535
  nChanged 63
		SP:Iteration 27Q (24809.230000 sec): 3 clusters
  Score: Raw -19108572.554842 + Penalty 5708.955617 = -19102863.599225
  nChanged 50
		SP:Iteration 28Q (24809.950000 sec): 3 clusters
  Score: Raw -19108610.076886 + Penalty 5708.955617 = -19102901.121268
  nChanged 57
		SP:Iteration 29Q (24810.700000 sec): 3 clusters
  Score: Raw -19108646.377815 + Penalty 5708.955617 = -19102937.422197
  nChanged 49
		SP:Iteration 30Q (24811.400000 sec): 3 clusters
  Score: Raw -19108678.131431 + Penalty 5708.955617 = -19102969.175814
  nChanged 40
		SP:Iteration 31Q (24812.100000 sec): 3 clusters
  Score: Raw -19108697.580322 + Penalty 5708.955617 = -19102988.624704
  nChanged 29
		SP:Iteration 32Q (24812.780000 sec): 3 clusters
  Score: Raw -19108713.480498 + Penalty 5708.955617 = -19103004.524881
  nChanged 23
		SP:Iteration 33Q (24813.570000 sec): 3 clusters
  Score: Raw -19108724.333979 + Penalty 5708.955617 = -19103015.378361
  nChanged 19
		SP:Iteration 34Q (24814.310000 sec): 3 clusters
  Score: Raw -19108736.587576 + Penalty 5708.955617 = -19103027.631959
  nChanged 24
		SP:Iteration 35Q (24815.080000 sec): 3 clusters
  Score: Raw -19108751.544001 + Penalty 5708.955617 = -19103042.588384
  nChanged 23
		SP:Iteration 36Q (24815.870000 sec): 3 clusters
  Score: Raw -19108764.049703 + Penalty 5708.955617 = -19103055.094085
  nChanged 16
		SP:Iteration 37Q (24816.650000 sec): 3 clusters
  Score: Raw -19108773.712105 + Penalty 5708.955617 = -19103064.756488
  nChanged 16
		SP:Iteration 38Q (24817.510000 sec): 3 clusters
  Score: Raw -19108782.260409 + Penalty 5708.955617 = -19103073.304792
  nChanged 11
		SP:Iteration 39Q (24818.230000 sec): 3 clusters
  Score: Raw -19108787.986086 + Penalty 5708.955617 = -19103079.030468
  nChanged 14
		SP:Iteration 40F (24819.060000 sec): 3 clusters
  Score: Raw -19108795.412077 + Penalty 5708.955617 = -19103086.456459
  nChanged 10
		SP:Iteration 41Q (24819.840000 sec): 3 clusters
  Score: Raw -19108801.218166 + Penalty 5708.955617 = -19103092.262548
  nChanged 14
		SP:Iteration 42Q (24820.630000 sec): 3 clusters
  Score: Raw -19108808.653818 + Penalty 5708.955617 = -19103099.698201
  nChanged 16
		SP:Iteration 43Q (24821.330000 sec): 3 clusters
  Score: Raw -19108817.793942 + Penalty 5708.955617 = -19103108.838325
  nChanged 15
		SP:Iteration 44Q (24822.110000 sec): 3 clusters
  Score: Raw -19108824.678283 + Penalty 5708.955617 = -19103115.722665
  nChanged 9
		SP:Iteration 45Q (24822.820000 sec): 3 clusters
  Score: Raw -19108829.928194 + Penalty 5708.955617 = -19103120.972576
  nChanged 11
		SP:Iteration 46Q (24823.550000 sec): 3 clusters
  Score: Raw -19108835.874459 + Penalty 5708.955617 = -19103126.918841
  nChanged 9
		SP:Iteration 47Q (24824.270000 sec): 3 clusters
  Score: Raw -19108841.750400 + Penalty 5708.955617 = -19103132.794782
  nChanged 16
		SP:Iteration 48Q (24825.020000 sec): 3 clusters
  Score: Raw -19108851.267638 + Penalty 5708.955617 = -19103142.312021
  nChanged 12
		SP:Iteration 49Q (24825.800000 sec): 3 clusters
  Score: Raw -19108858.779774 + Penalty 5708.955617 = -19103149.824156
  nChanged 11
		SP:Iteration 50Q (24826.550000 sec): 3 clusters
  Score: Raw -19108865.568956 + Penalty 5708.955617 = -19103156.613339
  nChanged 13
		SP:Iteration 51Q (24827.210000 sec): 3 clusters
  Score: Raw -19108871.983338 + Penalty 5708.955617 = -19103163.027721
  nChanged 9
		SP:Iteration 52Q (24827.890000 sec): 3 clusters
  Score: Raw -19108876.885169 + Penalty 5708.955617 = -19103167.929552
  nChanged 8
		SP:Iteration 53Q (24828.610000 sec): 3 clusters
  Score: Raw -19108880.499949 + Penalty 5708.955617 = -19103171.544331
  nChanged 9
		SP:Iteration 54Q (24829.350000 sec): 3 clusters
  Score: Raw -19108884.212196 + Penalty 5708.955617 = -19103175.256578
  nChanged 5
		SP:Iteration 55Q (24830.030000 sec): 3 clusters
  Score: Raw -19108886.466290 + Penalty 5708.955617 = -19103177.510673
  nChanged 6
		SP:Iteration 56Q (24830.790000 sec): 3 clusters
  Score: Raw -19108888.817671 + Penalty 5708.955617 = -19103179.862054
  nChanged 5
		SP:Iteration 57Q (24831.640000 sec): 3 clusters
  Score: Raw -19108891.180183 + Penalty 5708.955617 = -19103182.224565
  nChanged 3
		SP:Iteration 58Q (24832.440000 sec): 3 clusters
  Score: Raw -19108892.563620 + Penalty 5708.955617 = -19103183.608003
  nChanged 6
		SP:Iteration 59Q (24833.230000 sec): 3 clusters
  Score: Raw -19108895.117960 + Penalty 5708.955617 = -19103186.162342
  nChanged 3
		SP:Iteration 60F (24834.100000 sec): 3 clusters
  Score: Raw -19108896.587981 + Penalty 5708.955617 = -19103187.632364
  nChanged 4
		SP:Iteration 61Q (24834.870000 sec): 3 clusters
  Score: Raw -19108898.304228 + Penalty 5708.955617 = -19103189.348610
  nChanged 3
		SP:Iteration 62Q (24835.720000 sec): 3 clusters
  Score: Raw -19108899.873852 + Penalty 5708.955617 = -19103190.918234
  nChanged 3
		SP:Iteration 63Q (24836.460000 sec): 3 clusters
  Score: Raw -19108901.978583 + Penalty 5708.955617 = -19103193.022966
  nChanged 7
		SP:Iteration 64Q (24837.290000 sec): 3 clusters
  Score: Raw -19108905.081267 + Penalty 5708.955617 = -19103196.125650
  nChanged 3
		SP:Iteration 65Q (24838.030000 sec): 3 clusters
  Score: Raw -19108906.449636 + Penalty 5708.955617 = -19103197.494019
  nChanged 7
		SP:Iteration 66Q (24838.760000 sec): 3 clusters
  Score: Raw -19108909.421414 + Penalty 5708.955617 = -19103200.465797
  nChanged 8
		SP:Iteration 67Q (24839.530000 sec): 3 clusters
  Score: Raw -19108914.186807 + Penalty 5708.955617 = -19103205.231189
  nChanged 10
		SP:Iteration 68Q (24840.330000 sec): 3 clusters
  Score: Raw -19108918.319392 + Penalty 5708.955617 = -19103209.363775
  nChanged 6
		SP:Iteration 69Q (24841.100000 sec): 3 clusters
  Score: Raw -19108921.196538 + Penalty 5708.955617 = -19103212.240920
  nChanged 4
		SP:Iteration 70Q (24841.920000 sec): 3 clusters
  Score: Raw -19108923.400099 + Penalty 5708.955617 = -19103214.444481
  nChanged 4
		SP:Iteration 71Q (24842.710000 sec): 3 clusters
  Score: Raw -19108925.486419 + Penalty 5708.955617 = -19103216.530801
  nChanged 2
		SP:Iteration 72Q (24843.510000 sec): 3 clusters
  Score: Raw -19108926.136115 + Penalty 5708.955617 = -19103217.180497
  nChanged 2
		SP:Iteration 73Q (24844.260000 sec): 3 clusters
  Score: Raw -19108926.676611 + Penalty 5708.955617 = -19103217.720994
  nChanged 0
		SP:Iteration 74F (24845.140000 sec): 3 clusters
  Score: Raw -19108926.676611 + Penalty 5708.955617 = -19103217.720994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24845.290000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24845.400000 sec): 3 clusters
  Score: Raw -50617.058619 + Penalty 2829.076107 = -47787.982512
  nChanged 30
		SP:Iteration 1F (24845.570000 sec): 3 clusters
  Score: Raw -50700.348116 + Penalty 2829.076107 = -47871.272009
  nChanged 11
		SP:Iteration 2Q (24845.760000 sec): 3 clusters
  Score: Raw -50737.345223 + Penalty 2829.076107 = -47908.269116
  nChanged 4
		SP:Iteration 3Q (24845.940000 sec): 3 clusters
  Score: Raw -50748.227068 + Penalty 2829.076107 = -47919.150960
  nChanged 2
		SP:Iteration 4Q (24846.080000 sec): 3 clusters
  Score: Raw -50755.702344 + Penalty 2829.076107 = -47926.626237
  nChanged 0
		SP:Iteration 5F (24846.260000 sec): 3 clusters
  Score: Raw -50755.702344 + Penalty 2829.076107 = -47926.626237
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24846.340000 sec): 2 clusters
  Score: Raw -27679.959611 + Penalty 1290.593658 = -26389.365953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24846.560000 sec): 3 clusters
  Score: Raw -27944.685492 + Penalty 2581.187317 = -25363.498175
  nChanged 11
		SP:Iteration 1F (24846.720000 sec): 3 clusters
  Score: Raw -27998.080265 + Penalty 2581.187317 = -25416.892949
  nChanged 2
		SP:Iteration 2Q (24846.900000 sec): 3 clusters
  Score: Raw -28009.945389 + Penalty 2581.187317 = -25428.758073
  nChanged 1
		SP:Iteration 3Q (24847.080000 sec): 3 clusters
  Score: Raw -28015.187449 + Penalty 2581.187317 = -25434.000132
  nChanged 2
		SP:Iteration 4Q (24847.280000 sec): 3 clusters
  Score: Raw -28039.999513 + Penalty 2581.187317 = -25458.812196
  nChanged 0
		SP:Iteration 5F (24847.450000 sec): 3 clusters
  Score: Raw -28039.999513 + Penalty 2581.187317 = -25458.812196
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24847.520000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24847.650000 sec): 3 clusters
  Score: Raw -48066.730822 + Penalty 2810.547637 = -45256.183185
  nChanged 23
		SP:Iteration 1F (24847.840000 sec): 3 clusters
  Score: Raw -48153.405243 + Penalty 2810.547637 = -45342.857606
  nChanged 9
		SP:Iteration 2Q (24847.980000 sec): 3 clusters
  Score: Raw -48212.298279 + Penalty 2810.547637 = -45401.750642
  nChanged 3
		SP:Iteration 3Q (24848.190000 sec): 3 clusters
  Score: Raw -48231.712026 + Penalty 2810.547637 = -45421.164389
  nChanged 3
		SP:Iteration 4Q (24848.360000 sec): 3 clusters
  Score: Raw -48247.036243 + Penalty 2810.547637 = -45436.488605
  nChanged 1
		SP:Iteration 5Q (24848.500000 sec): 3 clusters
  Score: Raw -48250.365487 + Penalty 2810.547637 = -45439.817850
  nChanged 0
		SP:Iteration 6F (24848.680000 sec): 3 clusters
  Score: Raw -48250.365487 + Penalty 2810.547637 = -45439.817850
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24848.780000 sec): 2 clusters
  Score: Raw -44197.053203 + Penalty 1459.753800 = -42737.299403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24848.910000 sec): 3 clusters
  Score: Raw -44390.387838 + Penalty 2919.507600 = -41470.880238
  nChanged 63
		SP:Iteration 1F (24849.110000 sec): 3 clusters
  Score: Raw -44604.861454 + Penalty 2919.507600 = -41685.353854
  nChanged 21
		SP:Iteration 2F (24849.350000 sec): 3 clusters
  Score: Raw -44682.691789 + Penalty 2919.507600 = -41763.184190
  nChanged 11
		SP:Iteration 3Q (24849.560000 sec): 3 clusters
  Score: Raw -44719.308103 + Penalty 2919.507600 = -41799.800503
  nChanged 9
		SP:Iteration 4Q (24849.680000 sec): 3 clusters
  Score: Raw -44772.648612 + Penalty 2919.507600 = -41853.141012
  nChanged 6
		SP:Iteration 5Q (24849.840000 sec): 3 clusters
  Score: Raw -44800.880859 + Penalty 2919.507600 = -41881.373259
  nChanged 2
		SP:Iteration 6Q (24850.010000 sec): 3 clusters
  Score: Raw -44804.799411 + Penalty 2919.507600 = -41885.291812
  nChanged 0
		SP:Iteration 7F (24850.170000 sec): 3 clusters
  Score: Raw -44804.799411 + Penalty 2919.507600 = -41885.291812
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24850.350000 sec): 2 clusters
  Score: Raw -2766079.762592 + Penalty 2402.701418 = -2763677.061173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24850.640000 sec): 3 clusters
  Score: Raw -2756833.129718 + Penalty 4805.402837 = -2752027.726882
  nChanged 7010
		SP:Iteration 1F (24850.960000 sec): 3 clusters
  Score: Raw -2760697.568043 + Penalty 4805.402837 = -2755892.165206
  nChanged 984
		SP:Iteration 2F (24851.240000 sec): 3 clusters
  Score: Raw -2761181.736624 + Penalty 4805.402837 = -2756376.333787
  nChanged 888
		SP:Iteration 3F (24851.530000 sec): 3 clusters
  Score: Raw -2761592.876848 + Penalty 4805.402837 = -2756787.474011
  nChanged 780
		SP:Iteration 4Q (24851.820000 sec): 3 clusters
  Score: Raw -2761913.304850 + Penalty 4805.402837 = -2757107.902014
  nChanged 648
		SP:Iteration 5Q (24852.170000 sec): 3 clusters
  Score: Raw -2762201.333038 + Penalty 4805.402837 = -2757395.930201
  nChanged 679
		SP:Iteration 6Q (24852.430000 sec): 3 clusters
  Score: Raw -2762522.305174 + Penalty 4805.402837 = -2757716.902338
  nChanged 710
		SP:Iteration 7Q (24852.700000 sec): 3 clusters
  Score: Raw -2762913.288334 + Penalty 4805.402837 = -2758107.885497
  nChanged 761
		SP:Iteration 8Q (24852.910000 sec): 3 clusters
  Score: Raw -2763412.901476 + Penalty 4805.402837 = -2758607.498640
  nChanged 851
		SP:Iteration 9F (24853.260000 sec): 3 clusters
  Score: Raw -2764042.370506 + Penalty 4805.402837 = -2759236.967670
  nChanged 800
		SP:Iteration 10Q (24853.540000 sec): 3 clusters
  Score: Raw -2764670.248137 + Penalty 4805.402837 = -2759864.845300
  nChanged 679
		SP:Iteration 11Q (24853.880000 sec): 3 clusters
  Score: Raw -2765245.529274 + Penalty 4805.402837 = -2760440.126437
  nChanged 537
		SP:Iteration 12Q (24854.140000 sec): 3 clusters
  Score: Raw -2765756.795929 + Penalty 4805.402837 = -2760951.393092
  nChanged 356
		SP:Iteration 13Q (24854.470000 sec): 3 clusters
  Score: Raw -2766103.561486 + Penalty 4805.402837 = -2761298.158649
  nChanged 236
		SP:Iteration 14Q (24854.800000 sec): 3 clusters
  Score: Raw -2766362.565643 + Penalty 4805.402837 = -2761557.162806
  nChanged 154
		SP:Iteration 15Q (24855.010000 sec): 3 clusters
  Score: Raw -2766493.066840 + Penalty 4805.402837 = -2761687.664003
  nChanged 102
		SP:Iteration 16Q (24855.270000 sec): 3 clusters
  Score: Raw -2766564.090329 + Penalty 4805.402837 = -2761758.687492
  nChanged 66
		SP:Iteration 17Q (24855.520000 sec): 3 clusters
  Score: Raw -2766602.933682 + Penalty 4805.402837 = -2761797.530846
  nChanged 52
		SP:Iteration 18Q (24855.820000 sec): 3 clusters
  Score: Raw -2766632.867931 + Penalty 4805.402837 = -2761827.465094
  nChanged 43
		SP:Iteration 19Q (24856.100000 sec): 3 clusters
  Score: Raw -2766654.756810 + Penalty 4805.402837 = -2761849.353973
  nChanged 29
		SP:Iteration 20F (24856.400000 sec): 3 clusters
  Score: Raw -2766666.864657 + Penalty 4805.402837 = -2761861.461820
  nChanged 21
		SP:Iteration 21Q (24856.700000 sec): 3 clusters
  Score: Raw -2766676.673684 + Penalty 4805.402837 = -2761871.270847
  nChanged 20
		SP:Iteration 22Q (24856.950000 sec): 3 clusters
  Score: Raw -2766685.641251 + Penalty 4805.402837 = -2761880.238414
  nChanged 16
		SP:Iteration 23Q (24857.250000 sec): 3 clusters
  Score: Raw -2766690.384756 + Penalty 4805.402837 = -2761884.981919
  nChanged 8
		SP:Iteration 24Q (24857.460000 sec): 3 clusters
  Score: Raw -2766693.247741 + Penalty 4805.402837 = -2761887.844905
  nChanged 6
		SP:Iteration 25Q (24857.740000 sec): 3 clusters
  Score: Raw -2766695.413871 + Penalty 4805.402837 = -2761890.011034
  nChanged 4
		SP:Iteration 26Q (24858.100000 sec): 3 clusters
  Score: Raw -2766696.300476 + Penalty 4805.402837 = -2761890.897639
  nChanged 1
		SP:Iteration 27Q (24858.430000 sec): 3 clusters
  Score: Raw -2766696.557144 + Penalty 4805.402837 = -2761891.154307
  nChanged 1
		SP:Iteration 28Q (24858.670000 sec): 3 clusters
  Score: Raw -2766697.042993 + Penalty 4805.402837 = -2761891.640156
  nChanged 2
		SP:Iteration 29Q (24858.870000 sec): 3 clusters
  Score: Raw -2766697.643260 + Penalty 4805.402837 = -2761892.240423
  nChanged 3
		SP:Iteration 30Q (24859.210000 sec): 3 clusters
  Score: Raw -2766698.771523 + Penalty 4805.402837 = -2761893.368686
  nChanged 2
		SP:Iteration 31Q (24859.480000 sec): 3 clusters
  Score: Raw -2766699.350969 + Penalty 4805.402837 = -2761893.948133
  nChanged 2
		SP:Iteration 32Q (24859.800000 sec): 3 clusters
  Score: Raw -2766699.669811 + Penalty 4805.402837 = -2761894.266974
  nChanged 0
		SP:Iteration 33F (24860.100000 sec): 3 clusters
  Score: Raw -2766699.669811 + Penalty 4805.402837 = -2761894.266974
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24860.180000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24860.340000 sec): 3 clusters
  Score: Raw -19115.647708 + Penalty 2690.775209 = -16424.872499
  nChanged 41
		SP:Iteration 1F (24860.500000 sec): 3 clusters
  Score: Raw -19349.471312 + Penalty 2690.775209 = -16658.696103
  nChanged 13
		SP:Iteration 2F (24860.690000 sec): 3 clusters
  Score: Raw -19438.547808 + Penalty 2690.775209 = -16747.772600
  nChanged 7
		SP:Iteration 3Q (24860.850000 sec): 3 clusters
  Score: Raw -19492.713196 + Penalty 2690.775209 = -16801.937987
  nChanged 4
		SP:Iteration 4Q (24861.020000 sec): 3 clusters
  Score: Raw -19521.399887 + Penalty 2690.775209 = -16830.624679
  nChanged 5
		SP:Iteration 5Q (24861.160000 sec): 3 clusters
  Score: Raw -19567.532454 + Penalty 2690.775209 = -16876.757245
  nChanged 5
		SP:Iteration 6Q (24861.340000 sec): 3 clusters
  Score: Raw -19594.036581 + Penalty 2690.775209 = -16903.261372
  nChanged 1
		SP:Iteration 7Q (24861.560000 sec): 3 clusters
  Score: Raw -19602.114577 + Penalty 2690.775209 = -16911.339368
  nChanged 2
		SP:Iteration 8Q (24861.760000 sec): 3 clusters
  Score: Raw -19610.749883 + Penalty 2690.775209 = -16919.974674
  nChanged 1
		SP:Iteration 9Q (24861.950000 sec): 3 clusters
  Score: Raw -19615.357088 + Penalty 2690.775209 = -16924.581879
  nChanged 1
		SP:Iteration 10Q (24862.070000 sec): 3 clusters
  Score: Raw -19649.013798 + Penalty 2690.775209 = -16958.238589
  nChanged 2
		SP:Iteration 11Q (24862.250000 sec): 3 clusters
  Score: Raw -19668.219838 + Penalty 2690.775209 = -16977.444629
  nChanged 2
		SP:Iteration 12Q (24862.420000 sec): 3 clusters
  Score: Raw -19694.411141 + Penalty 2690.775209 = -17003.635932
  nChanged 2
		SP:Iteration 13Q (24862.600000 sec): 3 clusters
  Score: Raw -19704.850955 + Penalty 2690.775209 = -17014.075746
  nChanged 0
		SP:Iteration 14F (24862.740000 sec): 3 clusters
  Score: Raw -19704.850955 + Penalty 2690.775209 = -17014.075746
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24862.770000 sec): 2 clusters
  Score: Raw -27313.602593 + Penalty 1326.082668 = -25987.519925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24862.960000 sec): 3 clusters
  Score: Raw -27525.483821 + Penalty 2652.165335 = -24873.318486
  nChanged 29
		SP:Iteration 1F (24863.110000 sec): 3 clusters
  Score: Raw -27683.356159 + Penalty 2652.165335 = -25031.190824
  nChanged 9
		SP:Iteration 2Q (24863.270000 sec): 3 clusters
  Score: Raw -27805.187334 + Penalty 2652.165335 = -25153.021999
  nChanged 5
		SP:Iteration 3Q (24863.450000 sec): 3 clusters
  Score: Raw -27851.544865 + Penalty 2652.165335 = -25199.379530
  nChanged 3
		SP:Iteration 4Q (24863.560000 sec): 3 clusters
  Score: Raw -27870.748983 + Penalty 2652.165335 = -25218.583648
  nChanged 2
		SP:Iteration 5Q (24863.650000 sec): 3 clusters
  Score: Raw -27877.392554 + Penalty 2652.165335 = -25225.227218
  nChanged 0
		SP:Iteration 6F (24863.820000 sec): 3 clusters
  Score: Raw -27877.392554 + Penalty 2652.165335 = -25225.227218
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24863.870000 sec): 2 clusters
  Score: Raw -17538.129091 + Penalty 1237.627282 = -16300.501810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24863.990000 sec): 3 clusters
  Score: Raw -18046.550273 + Penalty 2475.254563 = -15571.295710
  nChanged 22
		SP:Iteration 1F (24864.170000 sec): 3 clusters
  Score: Raw -18300.587124 + Penalty 2475.254563 = -15825.332561
  nChanged 6
		SP:Iteration 2Q (24864.380000 sec): 3 clusters
  Score: Raw -18369.122765 + Penalty 2475.254563 = -15893.868202
  nChanged 2
		SP:Iteration 3Q (24864.530000 sec): 3 clusters
  Score: Raw -18397.264708 + Penalty 2475.254563 = -15922.010145
  nChanged 0
		SP:Iteration 4F (24864.700000 sec): 3 clusters
  Score: Raw -18397.264708 + Penalty 2475.254563 = -15922.010145
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24864.760000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24864.920000 sec): 3 clusters
  Score: Raw -72008.164597 + Penalty 2992.410766 = -69015.753831
  nChanged 49
		SP:Iteration 1F (24865.080000 sec): 3 clusters
  Score: Raw -72128.607118 + Penalty 2992.410766 = -69136.196352
  nChanged 17
		SP:Iteration 2Q (24865.240000 sec): 3 clusters
  Score: Raw -72182.201350 + Penalty 2992.410766 = -69189.790584
  nChanged 14
		SP:Iteration 3Q (24865.400000 sec): 3 clusters
  Score: Raw -72226.198055 + Penalty 2992.410766 = -69233.787289
  nChanged 6
		SP:Iteration 4Q (24865.550000 sec): 3 clusters
  Score: Raw -72240.916351 + Penalty 2992.410766 = -69248.505585
  nChanged 3
		SP:Iteration 5Q (24865.710000 sec): 3 clusters
  Score: Raw -72253.766834 + Penalty 2992.410766 = -69261.356068
  nChanged 3
		SP:Iteration 6Q (24865.870000 sec): 3 clusters
  Score: Raw -72260.159134 + Penalty 2992.410766 = -69267.748368
  nChanged 1
		SP:Iteration 7Q (24866.030000 sec): 3 clusters
  Score: Raw -72268.865286 + Penalty 2992.410766 = -69276.454520
  nChanged 3
		SP:Iteration 8Q (24866.160000 sec): 3 clusters
  Score: Raw -72278.457611 + Penalty 2992.410766 = -69286.046845
  nChanged 0
		SP:Iteration 9F (24866.360000 sec): 3 clusters
  Score: Raw -72278.457611 + Penalty 2992.410766 = -69286.046845
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24866.550000 sec): 2 clusters
  Score: Raw -3700209.795761 + Penalty 2469.577983 = -3697740.217778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24866.990000 sec): 3 clusters
  Score: Raw -3687885.410646 + Penalty 4939.155966 = -3682946.254680
  nChanged 9335
		SP:Iteration 1F (24867.290000 sec): 3 clusters
  Score: Raw -3693055.898206 + Penalty 4939.155966 = -3688116.742240
  nChanged 1271
		SP:Iteration 2F (24867.580000 sec): 3 clusters
  Score: Raw -3693703.452557 + Penalty 4939.155966 = -3688764.296591
  nChanged 1230
		SP:Iteration 3F (24867.880000 sec): 3 clusters
  Score: Raw -3694409.686024 + Penalty 4939.155966 = -3689470.530058
  nChanged 1371
		SP:Iteration 4F (24868.220000 sec): 3 clusters
  Score: Raw -3695280.870912 + Penalty 4939.155966 = -3690341.714946
  nChanged 1413
		SP:Iteration 5F (24868.580000 sec): 3 clusters
  Score: Raw -3696178.172006 + Penalty 4939.155966 = -3691239.016040
  nChanged 1378
		SP:Iteration 6F (24868.850000 sec): 3 clusters
  Score: Raw -3697032.967279 + Penalty 4939.155966 = -3692093.811313
  nChanged 1166
		SP:Iteration 7F (24869.150000 sec): 3 clusters
  Score: Raw -3697685.732542 + Penalty 4939.155966 = -3692746.576576
  nChanged 929
		SP:Iteration 8Q (24869.490000 sec): 3 clusters
  Score: Raw -3698186.352393 + Penalty 4939.155966 = -3693247.196427
  nChanged 739
		SP:Iteration 9Q (24869.810000 sec): 3 clusters
  Score: Raw -3698548.777988 + Penalty 4939.155966 = -3693609.622022
  nChanged 630
		SP:Iteration 10Q (24870.150000 sec): 3 clusters
  Score: Raw -3698849.969243 + Penalty 4939.155966 = -3693910.813277
  nChanged 533
		SP:Iteration 11Q (24870.460000 sec): 3 clusters
  Score: Raw -3699101.355567 + Penalty 4939.155966 = -3694162.199601
  nChanged 473
		SP:Iteration 12Q (24870.790000 sec): 3 clusters
  Score: Raw -3699334.609197 + Penalty 4939.155966 = -3694395.453231
  nChanged 457
		SP:Iteration 13Q (24871.150000 sec): 3 clusters
  Score: Raw -3699566.174591 + Penalty 4939.155966 = -3694627.018625
  nChanged 403
		SP:Iteration 14Q (24871.510000 sec): 3 clusters
  Score: Raw -3699774.453520 + Penalty 4939.155966 = -3694835.297554
  nChanged 367
		SP:Iteration 15Q (24871.820000 sec): 3 clusters
  Score: Raw -3699976.644222 + Penalty 4939.155966 = -3695037.488256
  nChanged 348
		SP:Iteration 16Q (24872.100000 sec): 3 clusters
  Score: Raw -3700153.419551 + Penalty 4939.155966 = -3695214.263585
  nChanged 273
		SP:Iteration 17Q (24872.380000 sec): 3 clusters
  Score: Raw -3700296.074083 + Penalty 4939.155966 = -3695356.918117
  nChanged 244
		SP:Iteration 18Q (24872.720000 sec): 3 clusters
  Score: Raw -3700426.589583 + Penalty 4939.155966 = -3695487.433617
  nChanged 198
		SP:Iteration 19Q (24873.000000 sec): 3 clusters
  Score: Raw -3700534.904517 + Penalty 4939.155966 = -3695595.748551
  nChanged 137
		SP:Iteration 20F (24873.300000 sec): 3 clusters
  Score: Raw -3700602.677720 + Penalty 4939.155966 = -3695663.521754
  nChanged 106
		SP:Iteration 21Q (24873.580000 sec): 3 clusters
  Score: Raw -3700660.918725 + Penalty 4939.155966 = -3695721.762759
  nChanged 95
		SP:Iteration 22Q (24873.900000 sec): 3 clusters
  Score: Raw -3700710.194360 + Penalty 4939.155966 = -3695771.038394
  nChanged 61
		SP:Iteration 23Q (24874.180000 sec): 3 clusters
  Score: Raw -3700737.485595 + Penalty 4939.155966 = -3695798.329629
  nChanged 44
		SP:Iteration 24Q (24874.430000 sec): 3 clusters
  Score: Raw -3700758.050817 + Penalty 4939.155966 = -3695818.894851
  nChanged 41
		SP:Iteration 25Q (24874.740000 sec): 3 clusters
  Score: Raw -3700776.220781 + Penalty 4939.155966 = -3695837.064815
  nChanged 42
		SP:Iteration 26Q (24875.080000 sec): 3 clusters
  Score: Raw -3700794.150970 + Penalty 4939.155966 = -3695854.995004
  nChanged 36
		SP:Iteration 27Q (24875.490000 sec): 3 clusters
  Score: Raw -3700809.590615 + Penalty 4939.155966 = -3695870.434649
  nChanged 29
		SP:Iteration 28Q (24875.820000 sec): 3 clusters
  Score: Raw -3700823.737333 + Penalty 4939.155966 = -3695884.581367
  nChanged 26
		SP:Iteration 29Q (24876.140000 sec): 3 clusters
  Score: Raw -3700835.786879 + Penalty 4939.155966 = -3695896.630913
  nChanged 27
		SP:Iteration 30Q (24876.430000 sec): 3 clusters
  Score: Raw -3700845.063110 + Penalty 4939.155966 = -3695905.907144
  nChanged 15
		SP:Iteration 31Q (24876.780000 sec): 3 clusters
  Score: Raw -3700850.496166 + Penalty 4939.155966 = -3695911.340200
  nChanged 10
		SP:Iteration 32Q (24877.120000 sec): 3 clusters
  Score: Raw -3700853.814287 + Penalty 4939.155966 = -3695914.658321
  nChanged 7
		SP:Iteration 33Q (24877.480000 sec): 3 clusters
  Score: Raw -3700857.956751 + Penalty 4939.155966 = -3695918.800785
  nChanged 12
		SP:Iteration 34Q (24877.810000 sec): 3 clusters
  Score: Raw -3700862.719532 + Penalty 4939.155966 = -3695923.563566
  nChanged 10
		SP:Iteration 35Q (24878.120000 sec): 3 clusters
  Score: Raw -3700866.604279 + Penalty 4939.155966 = -3695927.448313
  nChanged 9
		SP:Iteration 36Q (24878.450000 sec): 3 clusters
  Score: Raw -3700870.334249 + Penalty 4939.155966 = -3695931.178283
  nChanged 9
		SP:Iteration 37Q (24878.770000 sec): 3 clusters
  Score: Raw -3700873.064041 + Penalty 4939.155966 = -3695933.908075
  nChanged 5
		SP:Iteration 38Q (24879.090000 sec): 3 clusters
  Score: Raw -3700875.044675 + Penalty 4939.155966 = -3695935.888709
  nChanged 6
		SP:Iteration 39Q (24879.510000 sec): 3 clusters
  Score: Raw -3700878.452706 + Penalty 4939.155966 = -3695939.296740
  nChanged 6
		SP:Iteration 40F (24879.830000 sec): 3 clusters
  Score: Raw -3700881.042599 + Penalty 4939.155966 = -3695941.886633
  nChanged 7
		SP:Iteration 41Q (24880.090000 sec): 3 clusters
  Score: Raw -3700884.251062 + Penalty 4939.155966 = -3695945.095096
  nChanged 4
		SP:Iteration 42Q (24880.420000 sec): 3 clusters
  Score: Raw -3700885.819379 + Penalty 4939.155966 = -3695946.663413
  nChanged 5
		SP:Iteration 43Q (24880.700000 sec): 3 clusters
  Score: Raw -3700888.357037 + Penalty 4939.155966 = -3695949.201071
  nChanged 6
		SP:Iteration 44Q (24880.980000 sec): 3 clusters
  Score: Raw -3700891.439201 + Penalty 4939.155966 = -3695952.283235
  nChanged 7
		SP:Iteration 45Q (24881.310000 sec): 3 clusters
  Score: Raw -3700894.275630 + Penalty 4939.155966 = -3695955.119664
  nChanged 5
		SP:Iteration 46Q (24881.630000 sec): 3 clusters
  Score: Raw -3700896.644647 + Penalty 4939.155966 = -3695957.488681
  nChanged 4
		SP:Iteration 47Q (24881.860000 sec): 3 clusters
  Score: Raw -3700897.759202 + Penalty 4939.155966 = -3695958.603236
  nChanged 3
		SP:Iteration 48Q (24882.220000 sec): 3 clusters
  Score: Raw -3700900.073403 + Penalty 4939.155966 = -3695960.917437
  nChanged 4
		SP:Iteration 49Q (24882.610000 sec): 3 clusters
  Score: Raw -3700901.747824 + Penalty 4939.155966 = -3695962.591858
  nChanged 2
		SP:Iteration 50Q (24882.890000 sec): 3 clusters
  Score: Raw -3700902.240305 + Penalty 4939.155966 = -3695963.084339
  nChanged 1
		SP:Iteration 51Q (24883.190000 sec): 3 clusters
  Score: Raw -3700902.490379 + Penalty 4939.155966 = -3695963.334413
  nChanged 1
		SP:Iteration 52Q (24883.560000 sec): 3 clusters
  Score: Raw -3700902.668767 + Penalty 4939.155966 = -3695963.512802
  nChanged 0
		SP:Iteration 53F (24883.840000 sec): 3 clusters
  Score: Raw -3700902.668767 + Penalty 4939.155966 = -3695963.512802
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24883.920000 sec): 2 clusters
  Score: Raw -42216.275861 + Penalty 1396.540522 = -40819.735339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24884.140000 sec): 3 clusters
  Score: Raw -42383.087562 + Penalty 2793.081044 = -39590.006518
  nChanged 42
		SP:Iteration 1F (24884.330000 sec): 3 clusters
  Score: Raw -42530.099566 + Penalty 2793.081044 = -39737.018522
  nChanged 12
		SP:Iteration 2Q (24884.490000 sec): 3 clusters
  Score: Raw -42594.090484 + Penalty 2793.081044 = -39801.009440
  nChanged 6
		SP:Iteration 3Q (24884.610000 sec): 3 clusters
  Score: Raw -42621.894313 + Penalty 2793.081044 = -39828.813270
  nChanged 0
		SP:Iteration 4F (24884.750000 sec): 3 clusters
  Score: Raw -42621.894313 + Penalty 2793.081044 = -39828.813270
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24884.840000 sec): 2 clusters
  Score: Raw -110339.175228 + Penalty 1599.716665 = -108739.458563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24884.970000 sec): 3 clusters
  Score: Raw -110319.579215 + Penalty 3199.433329 = -107120.145885
  nChanged 146
		SP:Iteration 1F (24885.050000 sec): 3 clusters
  Score: Raw -110565.135159 + Penalty 3199.433329 = -107365.701830
  nChanged 39
		SP:Iteration 2F (24885.180000 sec): 3 clusters
  Score: Raw -110631.599379 + Penalty 3199.433329 = -107432.166049
  nChanged 20
		SP:Iteration 3Q (24885.310000 sec): 3 clusters
  Score: Raw -110672.934022 + Penalty 3199.433329 = -107473.500693
  nChanged 13
		SP:Iteration 4Q (24885.470000 sec): 3 clusters
  Score: Raw -110700.297314 + Penalty 3199.433329 = -107500.863985
  nChanged 10
		SP:Iteration 5Q (24885.620000 sec): 3 clusters
  Score: Raw -110723.066670 + Penalty 3199.433329 = -107523.633340
  nChanged 9
		SP:Iteration 6Q (24885.790000 sec): 3 clusters
  Score: Raw -110744.866710 + Penalty 3199.433329 = -107545.433380
  nChanged 5
		SP:Iteration 7Q (24885.920000 sec): 3 clusters
  Score: Raw -110759.291204 + Penalty 3199.433329 = -107559.857875
  nChanged 12
		SP:Iteration 8Q (24886.050000 sec): 3 clusters
  Score: Raw -110797.281243 + Penalty 3199.433329 = -107597.847914
  nChanged 6
		SP:Iteration 9Q (24886.210000 sec): 3 clusters
  Score: Raw -110812.676189 + Penalty 3199.433329 = -107613.242859
  nChanged 7
		SP:Iteration 10Q (24886.350000 sec): 3 clusters
  Score: Raw -110824.146789 + Penalty 3199.433329 = -107624.713460
  nChanged 1
		SP:Iteration 11Q (24886.480000 sec): 3 clusters
  Score: Raw -110825.025388 + Penalty 3199.433329 = -107625.592058
  nChanged 1
		SP:Iteration 12Q (24886.630000 sec): 3 clusters
  Score: Raw -110826.364490 + Penalty 3199.433329 = -107626.931161
  nChanged 1
		SP:Iteration 13Q (24886.730000 sec): 3 clusters
  Score: Raw -110828.750986 + Penalty 3199.433329 = -107629.317656
  nChanged 2
		SP:Iteration 14Q (24886.880000 sec): 3 clusters
  Score: Raw -110831.294361 + Penalty 3199.433329 = -107631.861031
  nChanged 0
		SP:Iteration 15F (24887.090000 sec): 3 clusters
  Score: Raw -110831.294361 + Penalty 3199.433329 = -107631.861031
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24887.170000 sec): 2 clusters
  Score: Raw -70628.731617 + Penalty 1579.735444 = -69048.996173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24887.360000 sec): 3 clusters
  Score: Raw -70768.105113 + Penalty 3159.470887 = -67608.634226
  nChanged 143
		SP:Iteration 1F (24887.540000 sec): 3 clusters
  Score: Raw -71192.201546 + Penalty 3159.470887 = -68032.730659
  nChanged 59
		SP:Iteration 2F (24887.720000 sec): 3 clusters
  Score: Raw -71366.777803 + Penalty 3159.470887 = -68207.306915
  nChanged 18
		SP:Iteration 3Q (24887.900000 sec): 3 clusters
  Score: Raw -71406.902747 + Penalty 3159.470887 = -68247.431860
  nChanged 12
		SP:Iteration 4Q (24888.090000 sec): 3 clusters
  Score: Raw -71457.156640 + Penalty 3159.470887 = -68297.685753
  nChanged 8
		SP:Iteration 5Q (24888.230000 sec): 3 clusters
  Score: Raw -71478.167335 + Penalty 3159.470887 = -68318.696448
  nChanged 3
		SP:Iteration 6Q (24888.360000 sec): 3 clusters
  Score: Raw -71483.936533 + Penalty 3159.470887 = -68324.465646
  nChanged 3
		SP:Iteration 7Q (24888.490000 sec): 3 clusters
  Score: Raw -71488.037347 + Penalty 3159.470887 = -68328.566459
  nChanged 0
		SP:Iteration 8F (24888.620000 sec): 3 clusters
  Score: Raw -71488.037347 + Penalty 3159.470887 = -68328.566459
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24888.660000 sec): 2 clusters
  Score: Raw -29094.900373 + Penalty 1313.982707 = -27780.917666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24888.790000 sec): 3 clusters
  Score: Raw -29348.672494 + Penalty 2627.965414 = -26720.707080
  nChanged 20
		SP:Iteration 1F (24888.920000 sec): 3 clusters
  Score: Raw -29476.456043 + Penalty 2627.965414 = -26848.490629
  nChanged 6
		SP:Iteration 2Q (24889.040000 sec): 3 clusters
  Score: Raw -29540.503103 + Penalty 2627.965414 = -26912.537689
  nChanged 4
		SP:Iteration 3Q (24889.170000 sec): 3 clusters
  Score: Raw -29585.851763 + Penalty 2627.965414 = -26957.886349
  nChanged 0
		SP:Iteration 4F (24889.260000 sec): 3 clusters
  Score: Raw -29585.851763 + Penalty 2627.965414 = -26957.886349
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24889.380000 sec): 2 clusters
  Score: Raw -255134.722991 + Penalty 1826.564671 = -253308.158320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24889.500000 sec): 3 clusters
  Score: Raw -254642.540976 + Penalty 3653.129343 = -250989.411634
  nChanged 503
		SP:Iteration 1F (24889.620000 sec): 3 clusters
  Score: Raw -255162.228787 + Penalty 3653.129343 = -251509.099444
  nChanged 133
		SP:Iteration 2F (24889.750000 sec): 3 clusters
  Score: Raw -255401.998584 + Penalty 3653.129343 = -251748.869241
  nChanged 92
		SP:Iteration 3F (24889.890000 sec): 3 clusters
  Score: Raw -255600.261867 + Penalty 3653.129343 = -251947.132525
  nChanged 102
		SP:Iteration 4F (24890.060000 sec): 3 clusters
  Score: Raw -255802.413114 + Penalty 3653.129343 = -252149.283772
  nChanged 93
		SP:Iteration 5F (24890.240000 sec): 3 clusters
  Score: Raw -256008.078756 + Penalty 3653.129343 = -252354.949414
  nChanged 86
		SP:Iteration 6F (24890.410000 sec): 3 clusters
  Score: Raw -256208.433957 + Penalty 3653.129343 = -252555.304615
  nChanged 76
		SP:Iteration 7Q (24890.590000 sec): 3 clusters
  Score: Raw -256343.644543 + Penalty 3653.129343 = -252690.515200
  nChanged 58
		SP:Iteration 8Q (24890.740000 sec): 3 clusters
  Score: Raw -256461.244405 + Penalty 3653.129343 = -252808.115063
  nChanged 67
		SP:Iteration 9Q (24890.900000 sec): 3 clusters
  Score: Raw -256560.605653 + Penalty 3653.129343 = -252907.476311
  nChanged 41
		SP:Iteration 10Q (24891.100000 sec): 3 clusters
  Score: Raw -256630.785970 + Penalty 3653.129343 = -252977.656627
  nChanged 28
		SP:Iteration 11Q (24891.250000 sec): 3 clusters
  Score: Raw -256682.045233 + Penalty 3653.129343 = -253028.915890
  nChanged 15
		SP:Iteration 12Q (24891.450000 sec): 3 clusters
  Score: Raw -256694.221194 + Penalty 3653.129343 = -253041.091852
  nChanged 3
		SP:Iteration 13Q (24891.590000 sec): 3 clusters
  Score: Raw -256699.962103 + Penalty 3653.129343 = -253046.832761
  nChanged 3
		SP:Iteration 14Q (24891.710000 sec): 3 clusters
  Score: Raw -256701.487886 + Penalty 3653.129343 = -253048.358543
  nChanged 1
		SP:Iteration 15Q (24891.880000 sec): 3 clusters
  Score: Raw -256702.455046 + Penalty 3653.129343 = -253049.325703
  nChanged 3
		SP:Iteration 16Q (24892.010000 sec): 3 clusters
  Score: Raw -256704.069114 + Penalty 3653.129343 = -253050.939771
  nChanged 1
		SP:Iteration 17Q (24892.190000 sec): 3 clusters
  Score: Raw -256705.036733 + Penalty 3653.129343 = -253051.907391
  nChanged 1
		SP:Iteration 18Q (24892.370000 sec): 3 clusters
  Score: Raw -256706.025213 + Penalty 3653.129343 = -253052.895871
  nChanged 1
		SP:Iteration 19Q (24892.550000 sec): 3 clusters
  Score: Raw -256706.368693 + Penalty 3653.129343 = -253053.239350
  nChanged 1
		SP:Iteration 20F (24892.730000 sec): 3 clusters
  Score: Raw -256706.999821 + Penalty 3653.129343 = -253053.870479
  nChanged 1
		SP:Iteration 21Q (24892.950000 sec): 3 clusters
  Score: Raw -256707.961337 + Penalty 3653.129343 = -253054.831994
  nChanged 0
		SP:Iteration 22F (24893.130000 sec): 3 clusters
  Score: Raw -256707.961337 + Penalty 3653.129343 = -253054.831994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24893.210000 sec): 2 clusters
  Score: Raw -163332.863172 + Penalty 1705.569426 = -161627.293746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24893.400000 sec): 3 clusters
  Score: Raw -163140.751401 + Penalty 3411.138851 = -159729.612550
  nChanged 240
		SP:Iteration 1F (24893.530000 sec): 3 clusters
  Score: Raw -163449.075490 + Penalty 3411.138851 = -160037.936639
  nChanged 57
		SP:Iteration 2F (24893.630000 sec): 3 clusters
  Score: Raw -163547.633616 + Penalty 3411.138851 = -160136.494765
  nChanged 39
		SP:Iteration 3Q (24893.790000 sec): 3 clusters
  Score: Raw -163617.517209 + Penalty 3411.138851 = -160206.378357
  nChanged 22
		SP:Iteration 4Q (24893.920000 sec): 3 clusters
  Score: Raw -163650.177123 + Penalty 3411.138851 = -160239.038271
  nChanged 15
		SP:Iteration 5Q (24894.050000 sec): 3 clusters
  Score: Raw -163682.373456 + Penalty 3411.138851 = -160271.234604
  nChanged 16
		SP:Iteration 6Q (24894.140000 sec): 3 clusters
  Score: Raw -163709.216075 + Penalty 3411.138851 = -160298.077223
  nChanged 16
		SP:Iteration 7Q (24894.300000 sec): 3 clusters
  Score: Raw -163735.465833 + Penalty 3411.138851 = -160324.326981
  nChanged 10
		SP:Iteration 8Q (24894.470000 sec): 3 clusters
  Score: Raw -163749.381049 + Penalty 3411.138851 = -160338.242198
  nChanged 10
		SP:Iteration 9Q (24894.610000 sec): 3 clusters
  Score: Raw -163761.808118 + Penalty 3411.138851 = -160350.669266
  nChanged 7
		SP:Iteration 10Q (24894.740000 sec): 3 clusters
  Score: Raw -163777.648840 + Penalty 3411.138851 = -160366.509988
  nChanged 11
		SP:Iteration 11Q (24894.860000 sec): 3 clusters
  Score: Raw -163795.034692 + Penalty 3411.138851 = -160383.895841
  nChanged 9
		SP:Iteration 12Q (24894.960000 sec): 3 clusters
  Score: Raw -163805.472518 + Penalty 3411.138851 = -160394.333666
  nChanged 8
		SP:Iteration 13Q (24895.090000 sec): 3 clusters
  Score: Raw -163817.335510 + Penalty 3411.138851 = -160406.196658
  nChanged 8
		SP:Iteration 14Q (24895.240000 sec): 3 clusters
  Score: Raw -163825.540838 + Penalty 3411.138851 = -160414.401986
  nChanged 8
		SP:Iteration 15Q (24895.390000 sec): 3 clusters
  Score: Raw -163833.592180 + Penalty 3411.138851 = -160422.453328
  nChanged 6
		SP:Iteration 16Q (24895.580000 sec): 3 clusters
  Score: Raw -163841.742772 + Penalty 3411.138851 = -160430.603921
  nChanged 6
		SP:Iteration 17Q (24895.690000 sec): 3 clusters
  Score: Raw -163850.512679 + Penalty 3411.138851 = -160439.373827
  nChanged 4
		SP:Iteration 18Q (24895.860000 sec): 3 clusters
  Score: Raw -163855.887696 + Penalty 3411.138851 = -160444.748845
  nChanged 3
		SP:Iteration 19Q (24896.020000 sec): 3 clusters
  Score: Raw -163858.533541 + Penalty 3411.138851 = -160447.394689
  nChanged 1
		SP:Iteration 20F (24896.180000 sec): 3 clusters
  Score: Raw -163858.893265 + Penalty 3411.138851 = -160447.754414
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24896.270000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24896.430000 sec): 3 clusters
  Score: Raw -76339.721239 + Penalty 3063.230166 = -73276.491073
  nChanged 80
		SP:Iteration 1F (24896.590000 sec): 3 clusters
  Score: Raw -76516.820076 + Penalty 3063.230166 = -73453.589910
  nChanged 22
		SP:Iteration 2Q (24896.750000 sec): 3 clusters
  Score: Raw -76570.753074 + Penalty 3063.230166 = -73507.522908
  nChanged 13
		SP:Iteration 3Q (24896.920000 sec): 3 clusters
  Score: Raw -76599.438930 + Penalty 3063.230166 = -73536.208764
  nChanged 4
		SP:Iteration 4Q (24897.080000 sec): 3 clusters
  Score: Raw -76616.521483 + Penalty 3063.230166 = -73553.291317
  nChanged 1
		SP:Iteration 5Q (24897.240000 sec): 3 clusters
  Score: Raw -76620.886544 + Penalty 3063.230166 = -73557.656379
  nChanged 2
		SP:Iteration 6Q (24897.460000 sec): 3 clusters
  Score: Raw -76626.749635 + Penalty 3063.230166 = -73563.519469
  nChanged 0
		SP:Iteration 7F (24897.640000 sec): 3 clusters
  Score: Raw -76626.749635 + Penalty 3063.230166 = -73563.519469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24897.720000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24897.890000 sec): 3 clusters
  Score: Raw -38336.787392 + Penalty 2736.656637 = -35600.130755
  nChanged 25
		SP:Iteration 1F (24898.020000 sec): 3 clusters
  Score: Raw -38442.590762 + Penalty 2736.656637 = -35705.934125
  nChanged 7
		SP:Iteration 2Q (24898.160000 sec): 3 clusters
  Score: Raw -38465.406269 + Penalty 2736.656637 = -35728.749632
  nChanged 2
		SP:Iteration 3Q (24898.240000 sec): 3 clusters
  Score: Raw -38474.667449 + Penalty 2736.656637 = -35738.010813
  nChanged 1
		SP:Iteration 4Q (24898.380000 sec): 3 clusters
  Score: Raw -38479.101298 + Penalty 2736.656637 = -35742.444661
  nChanged 1
		SP:Iteration 5Q (24898.530000 sec): 3 clusters
  Score: Raw -38480.986290 + Penalty 2736.656637 = -35744.329654
  nChanged 0
		SP:Iteration 6F (24898.670000 sec): 3 clusters
  Score: Raw -38480.986290 + Penalty 2736.656637 = -35744.329654
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24898.740000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24898.870000 sec): 3 clusters
  Score: Raw -39870.033730 + Penalty 2769.414169 = -37100.619561
  nChanged 30
		SP:Iteration 1F (24899.010000 sec): 3 clusters
  Score: Raw -39978.809259 + Penalty 2769.414169 = -37209.395089
  nChanged 9
		SP:Iteration 2Q (24899.180000 sec): 3 clusters
  Score: Raw -40011.842213 + Penalty 2769.414169 = -37242.428044
  nChanged 3
		SP:Iteration 3Q (24899.380000 sec): 3 clusters
  Score: Raw -40024.965769 + Penalty 2769.414169 = -37255.551600
  nChanged 3
		SP:Iteration 4Q (24899.550000 sec): 3 clusters
  Score: Raw -40039.868101 + Penalty 2769.414169 = -37270.453931
  nChanged 2
		SP:Iteration 5Q (24899.720000 sec): 3 clusters
  Score: Raw -40045.445938 + Penalty 2769.414169 = -37276.031769
  nChanged 0
		SP:Iteration 6F (24899.890000 sec): 3 clusters
  Score: Raw -40045.445938 + Penalty 2769.414169 = -37276.031769
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24899.990000 sec): 2 clusters
  Score: Raw -398993.247695 + Penalty 1930.858782 = -397062.388913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24900.210000 sec): 3 clusters
  Score: Raw -398120.921403 + Penalty 3861.717565 = -394259.203838
  nChanged 831
		SP:Iteration 1F (24900.350000 sec): 3 clusters
  Score: Raw -398765.410232 + Penalty 3861.717565 = -394903.692668
  nChanged 178
		SP:Iteration 2F (24900.490000 sec): 3 clusters
  Score: Raw -398943.084654 + Penalty 3861.717565 = -395081.367090
  nChanged 133
		SP:Iteration 3F (24900.670000 sec): 3 clusters
  Score: Raw -399122.045479 + Penalty 3861.717565 = -395260.327915
  nChanged 118
		SP:Iteration 4Q (24900.820000 sec): 3 clusters
  Score: Raw -399308.801287 + Penalty 3861.717565 = -395447.083722
  nChanged 116
		SP:Iteration 5Q (24901.000000 sec): 3 clusters
  Score: Raw -399492.250350 + Penalty 3861.717565 = -395630.532785
  nChanged 130
		SP:Iteration 6F (24901.200000 sec): 3 clusters
  Score: Raw -399734.154781 + Penalty 3861.717565 = -395872.437216
  nChanged 139
		SP:Iteration 7F (24901.350000 sec): 3 clusters
  Score: Raw -399982.551756 + Penalty 3861.717565 = -396120.834191
  nChanged 112
		SP:Iteration 8Q (24901.540000 sec): 3 clusters
  Score: Raw -400126.389418 + Penalty 3861.717565 = -396264.671853
  nChanged 72
		SP:Iteration 9Q (24901.730000 sec): 3 clusters
  Score: Raw -400203.340779 + Penalty 3861.717565 = -396341.623214
  nChanged 41
		SP:Iteration 10Q (24901.880000 sec): 3 clusters
  Score: Raw -400246.404409 + Penalty 3861.717565 = -396384.686844
  nChanged 29
		SP:Iteration 11Q (24902.020000 sec): 3 clusters
  Score: Raw -400264.801025 + Penalty 3861.717565 = -396403.083461
  nChanged 16
		SP:Iteration 12Q (24902.150000 sec): 3 clusters
  Score: Raw -400279.385067 + Penalty 3861.717565 = -396417.667502
  nChanged 20
		SP:Iteration 13Q (24902.300000 sec): 3 clusters
  Score: Raw -400297.834251 + Penalty 3861.717565 = -396436.116686
  nChanged 13
		SP:Iteration 14Q (24902.480000 sec): 3 clusters
  Score: Raw -400307.253330 + Penalty 3861.717565 = -396445.535766
  nChanged 15
		SP:Iteration 15Q (24902.660000 sec): 3 clusters
  Score: Raw -400315.796332 + Penalty 3861.717565 = -396454.078768
  nChanged 7
		SP:Iteration 16Q (24902.860000 sec): 3 clusters
  Score: Raw -400325.349303 + Penalty 3861.717565 = -396463.631738
  nChanged 9
		SP:Iteration 17Q (24903.100000 sec): 3 clusters
  Score: Raw -400333.094125 + Penalty 3861.717565 = -396471.376560
  nChanged 6
		SP:Iteration 18Q (24903.290000 sec): 3 clusters
  Score: Raw -400336.071532 + Penalty 3861.717565 = -396474.353967
  nChanged 3
		SP:Iteration 19Q (24903.530000 sec): 3 clusters
  Score: Raw -400337.930165 + Penalty 3861.717565 = -396476.212601
  nChanged 4
		SP:Iteration 20F (24903.700000 sec): 3 clusters
  Score: Raw -400342.534593 + Penalty 3861.717565 = -396480.817028
  nChanged 4
		SP:Iteration 21Q (24903.820000 sec): 3 clusters
  Score: Raw -400347.656718 + Penalty 3861.717565 = -396485.939154
  nChanged 7
		SP:Iteration 22Q (24904.010000 sec): 3 clusters
  Score: Raw -400350.647402 + Penalty 3861.717565 = -396488.929838
  nChanged 3
		SP:Iteration 23Q (24904.210000 sec): 3 clusters
  Score: Raw -400351.774272 + Penalty 3861.717565 = -396490.056707
  nChanged 0
		SP:Iteration 24F (24904.340000 sec): 3 clusters
  Score: Raw -400351.774272 + Penalty 3861.717565 = -396490.056707
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24904.390000 sec): 2 clusters
  Score: Raw -77345.762738 + Penalty 1525.877708 = -75819.885030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24904.660000 sec): 3 clusters
  Score: Raw -77371.443948 + Penalty 3051.755417 = -74319.688532
  nChanged 80
		SP:Iteration 1F (24904.810000 sec): 3 clusters
  Score: Raw -77552.403544 + Penalty 3051.755417 = -74500.648127
  nChanged 16
		SP:Iteration 2Q (24905.010000 sec): 3 clusters
  Score: Raw -77589.835002 + Penalty 3051.755417 = -74538.079586
  nChanged 6
		SP:Iteration 3Q (24905.190000 sec): 3 clusters
  Score: Raw -77604.731777 + Penalty 3051.755417 = -74552.976360
  nChanged 5
		SP:Iteration 4Q (24905.350000 sec): 3 clusters
  Score: Raw -77613.946747 + Penalty 3051.755417 = -74562.191330
  nChanged 0
		SP:Iteration 5F (24905.510000 sec): 3 clusters
  Score: Raw -77613.946747 + Penalty 3051.755417 = -74562.191330
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24905.580000 sec): 2 clusters
  Score: Raw -652681.524597 + Penalty 2036.985870 = -650644.538726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24905.790000 sec): 3 clusters
  Score: Raw -651051.132520 + Penalty 4073.971741 = -646977.160779
  nChanged 1329
		SP:Iteration 1F (24905.910000 sec): 3 clusters
  Score: Raw -651897.477614 + Penalty 4073.971741 = -647823.505873
  nChanged 340
		SP:Iteration 2F (24906.100000 sec): 3 clusters
  Score: Raw -652147.450995 + Penalty 4073.971741 = -648073.479254
  nChanged 195
		SP:Iteration 3F (24906.280000 sec): 3 clusters
  Score: Raw -652281.698483 + Penalty 4073.971741 = -648207.726742
  nChanged 154
		SP:Iteration 4Q (24906.510000 sec): 3 clusters
  Score: Raw -652393.312857 + Penalty 4073.971741 = -648319.341116
  nChanged 121
		SP:Iteration 5Q (24906.710000 sec): 3 clusters
  Score: Raw -652477.878627 + Penalty 4073.971741 = -648403.906887
  nChanged 99
		SP:Iteration 6Q (24906.910000 sec): 3 clusters
  Score: Raw -652544.253159 + Penalty 4073.971741 = -648470.281418
  nChanged 86
		SP:Iteration 7Q (24907.080000 sec): 3 clusters
  Score: Raw -652621.279499 + Penalty 4073.971741 = -648547.307758
  nChanged 119
		SP:Iteration 8Q (24907.240000 sec): 3 clusters
  Score: Raw -652722.686792 + Penalty 4073.971741 = -648648.715051
  nChanged 108
		SP:Iteration 9Q (24907.440000 sec): 3 clusters
  Score: Raw -652802.090121 + Penalty 4073.971741 = -648728.118381
  nChanged 89
		SP:Iteration 10Q (24907.600000 sec): 3 clusters
  Score: Raw -652879.723733 + Penalty 4073.971741 = -648805.751992
  nChanged 85
		SP:Iteration 11Q (24907.780000 sec): 3 clusters
  Score: Raw -652942.267659 + Penalty 4073.971741 = -648868.295918
  nChanged 99
		SP:Iteration 12Q (24907.940000 sec): 3 clusters
  Score: Raw -653010.332361 + Penalty 4073.971741 = -648936.360621
  nChanged 70
		SP:Iteration 13Q (24908.110000 sec): 3 clusters
  Score: Raw -653052.776499 + Penalty 4073.971741 = -648978.804759
  nChanged 56
		SP:Iteration 14Q (24908.270000 sec): 3 clusters
  Score: Raw -653086.772481 + Penalty 4073.971741 = -649012.800741
  nChanged 51
		SP:Iteration 15Q (24908.420000 sec): 3 clusters
  Score: Raw -653116.775832 + Penalty 4073.971741 = -649042.804092
  nChanged 48
		SP:Iteration 16Q (24908.570000 sec): 3 clusters
  Score: Raw -653148.071123 + Penalty 4073.971741 = -649074.099383
  nChanged 52
		SP:Iteration 17Q (24908.750000 sec): 3 clusters
  Score: Raw -653185.538236 + Penalty 4073.971741 = -649111.566495
  nChanged 45
		SP:Iteration 18Q (24908.930000 sec): 3 clusters
  Score: Raw -653206.854339 + Penalty 4073.971741 = -649132.882598
  nChanged 31
		SP:Iteration 19Q (24909.100000 sec): 3 clusters
  Score: Raw -653223.092225 + Penalty 4073.971741 = -649149.120484
  nChanged 35
		SP:Iteration 20F (24909.250000 sec): 3 clusters
  Score: Raw -653247.677288 + Penalty 4073.971741 = -649173.705547
  nChanged 29
		SP:Iteration 21Q (24909.440000 sec): 3 clusters
  Score: Raw -653264.139562 + Penalty 4073.971741 = -649190.167822
  nChanged 25
		SP:Iteration 22Q (24909.600000 sec): 3 clusters
  Score: Raw -653279.470653 + Penalty 4073.971741 = -649205.498912
  nChanged 26
		SP:Iteration 23Q (24909.780000 sec): 3 clusters
  Score: Raw -653294.783931 + Penalty 4073.971741 = -649220.812190
  nChanged 21
		SP:Iteration 24Q (24910.030000 sec): 3 clusters
  Score: Raw -653305.924398 + Penalty 4073.971741 = -649231.952657
  nChanged 22
		SP:Iteration 25Q (24910.230000 sec): 3 clusters
  Score: Raw -653319.086245 + Penalty 4073.971741 = -649245.114505
  nChanged 26
		SP:Iteration 26Q (24910.400000 sec): 3 clusters
  Score: Raw -653330.902733 + Penalty 4073.971741 = -649256.930992
  nChanged 15
		SP:Iteration 27Q (24910.530000 sec): 3 clusters
  Score: Raw -653341.252903 + Penalty 4073.971741 = -649267.281162
  nChanged 17
		SP:Iteration 28Q (24910.700000 sec): 3 clusters
  Score: Raw -653350.077074 + Penalty 4073.971741 = -649276.105333
  nChanged 13
		SP:Iteration 29Q (24910.850000 sec): 3 clusters
  Score: Raw -653356.018739 + Penalty 4073.971741 = -649282.046999
  nChanged 14
		SP:Iteration 30Q (24910.970000 sec): 3 clusters
  Score: Raw -653363.860731 + Penalty 4073.971741 = -649289.888990
  nChanged 16
		SP:Iteration 31Q (24911.170000 sec): 3 clusters
  Score: Raw -653368.595016 + Penalty 4073.971741 = -649294.623275
  nChanged 5
		SP:Iteration 32Q (24911.370000 sec): 3 clusters
  Score: Raw -653369.774670 + Penalty 4073.971741 = -649295.802930
  nChanged 2
		SP:Iteration 33Q (24911.560000 sec): 3 clusters
  Score: Raw -653371.293746 + Penalty 4073.971741 = -649297.322006
  nChanged 4
		SP:Iteration 34Q (24911.710000 sec): 3 clusters
  Score: Raw -653373.032709 + Penalty 4073.971741 = -649299.060969
  nChanged 5
		SP:Iteration 35Q (24911.890000 sec): 3 clusters
  Score: Raw -653374.961709 + Penalty 4073.971741 = -649300.989968
  nChanged 3
		SP:Iteration 36Q (24912.110000 sec): 3 clusters
  Score: Raw -653376.020659 + Penalty 4073.971741 = -649302.048918
  nChanged 1
		SP:Iteration 37Q (24912.310000 sec): 3 clusters
  Score: Raw -653376.414386 + Penalty 4073.971741 = -649302.442646
  nChanged 1
		SP:Iteration 38Q (24912.450000 sec): 3 clusters
  Score: Raw -653376.782740 + Penalty 4073.971741 = -649302.810999
  nChanged 0
		SP:Iteration 39F (24912.600000 sec): 3 clusters
  Score: Raw -653376.782740 + Penalty 4073.971741 = -649302.810999
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24912.680000 sec): 2 clusters
  Score: Raw -192195.730346 + Penalty 1747.784271 = -190447.946075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24912.880000 sec): 3 clusters
  Score: Raw -191894.133665 + Penalty 3495.568542 = -188398.565123
  nChanged 307
		SP:Iteration 1F (24913.040000 sec): 3 clusters
  Score: Raw -192208.822886 + Penalty 3495.568542 = -188713.254344
  nChanged 87
		SP:Iteration 2F (24913.220000 sec): 3 clusters
  Score: Raw -192310.799481 + Penalty 3495.568542 = -188815.230940
  nChanged 39
		SP:Iteration 3Q (24913.410000 sec): 3 clusters
  Score: Raw -192357.211075 + Penalty 3495.568542 = -188861.642534
  nChanged 23
		SP:Iteration 4Q (24913.570000 sec): 3 clusters
  Score: Raw -192388.591153 + Penalty 3495.568542 = -188893.022611
  nChanged 18
		SP:Iteration 5Q (24913.740000 sec): 3 clusters
  Score: Raw -192414.086766 + Penalty 3495.568542 = -188918.518224
  nChanged 21
		SP:Iteration 6Q (24913.850000 sec): 3 clusters
  Score: Raw -192450.436219 + Penalty 3495.568542 = -188954.867677
  nChanged 20
		SP:Iteration 7Q (24914.000000 sec): 3 clusters
  Score: Raw -192487.046216 + Penalty 3495.568542 = -188991.477674
  nChanged 26
		SP:Iteration 8Q (24914.160000 sec): 3 clusters
  Score: Raw -192531.821176 + Penalty 3495.568542 = -189036.252634
  nChanged 12
		SP:Iteration 9Q (24914.330000 sec): 3 clusters
  Score: Raw -192547.441598 + Penalty 3495.568542 = -189051.873057
  nChanged 12
		SP:Iteration 10Q (24914.480000 sec): 3 clusters
  Score: Raw -192561.975461 + Penalty 3495.568542 = -189066.406920
  nChanged 15
		SP:Iteration 11Q (24914.640000 sec): 3 clusters
  Score: Raw -192585.391381 + Penalty 3495.568542 = -189089.822839
  nChanged 13
		SP:Iteration 12Q (24914.800000 sec): 3 clusters
  Score: Raw -192606.497843 + Penalty 3495.568542 = -189110.929301
  nChanged 15
		SP:Iteration 13Q (24914.960000 sec): 3 clusters
  Score: Raw -192621.678454 + Penalty 3495.568542 = -189126.109912
  nChanged 4
		SP:Iteration 14Q (24915.120000 sec): 3 clusters
  Score: Raw -192625.034392 + Penalty 3495.568542 = -189129.465850
  nChanged 4
		SP:Iteration 15Q (24915.280000 sec): 3 clusters
  Score: Raw -192631.945595 + Penalty 3495.568542 = -189136.377054
  nChanged 5
		SP:Iteration 16Q (24915.440000 sec): 3 clusters
  Score: Raw -192638.700075 + Penalty 3495.568542 = -189143.131533
  nChanged 9
		SP:Iteration 17Q (24915.600000 sec): 3 clusters
  Score: Raw -192647.685680 + Penalty 3495.568542 = -189152.117138
  nChanged 5
		SP:Iteration 18Q (24915.760000 sec): 3 clusters
  Score: Raw -192658.999211 + Penalty 3495.568542 = -189163.430670
  nChanged 9
		SP:Iteration 19Q (24915.970000 sec): 3 clusters
  Score: Raw -192669.898408 + Penalty 3495.568542 = -189174.329866
  nChanged 10
		SP:Iteration 20F (24916.200000 sec): 3 clusters
  Score: Raw -192682.377104 + Penalty 3495.568542 = -189186.808562
  nChanged 8
		SP:Iteration 21Q (24916.340000 sec): 3 clusters
  Score: Raw -192692.383653 + Penalty 3495.568542 = -189196.815111
  nChanged 4
		SP:Iteration 22Q (24916.500000 sec): 3 clusters
  Score: Raw -192699.271415 + Penalty 3495.568542 = -189203.702873
  nChanged 3
		SP:Iteration 23Q (24916.620000 sec): 3 clusters
  Score: Raw -192702.523909 + Penalty 3495.568542 = -189206.955367
  nChanged 1
		SP:Iteration 24Q (24916.750000 sec): 3 clusters
  Score: Raw -192703.830222 + Penalty 3495.568542 = -189208.261680
  nChanged 3
		SP:Iteration 25Q (24916.930000 sec): 3 clusters
  Score: Raw -192707.151038 + Penalty 3495.568542 = -189211.582496
  nChanged 1
		SP:Iteration 26Q (24917.060000 sec): 3 clusters
  Score: Raw -192709.535231 + Penalty 3495.568542 = -189213.966689
  nChanged 2
		SP:Iteration 27Q (24917.190000 sec): 3 clusters
  Score: Raw -192711.069049 + Penalty 3495.568542 = -189215.500508
  nChanged 0
		SP:Iteration 28F (24917.330000 sec): 3 clusters
  Score: Raw -192711.069049 + Penalty 3495.568542 = -189215.500508
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24917.420000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24917.560000 sec): 3 clusters
  Score: Raw -20989.884712 + Penalty 2458.090221 = -18531.794491
  nChanged 15
		SP:Iteration 1F (24917.670000 sec): 3 clusters
  Score: Raw -21064.143785 + Penalty 2458.090221 = -18606.053565
  nChanged 4
		SP:Iteration 2Q (24917.840000 sec): 3 clusters
  Score: Raw -21089.996001 + Penalty 2458.090221 = -18631.905780
  nChanged 2
		SP:Iteration 3Q (24918.010000 sec): 3 clusters
  Score: Raw -21106.114954 + Penalty 2458.090221 = -18648.024734
  nChanged 2
		SP:Iteration 4Q (24918.180000 sec): 3 clusters
  Score: Raw -21129.450939 + Penalty 2458.090221 = -18671.360718
  nChanged 0
		SP:Iteration 5F (24918.350000 sec): 3 clusters
  Score: Raw -21129.450939 + Penalty 2458.090221 = -18671.360718
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24918.430000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24918.560000 sec): 3 clusters
  Score: Raw -52783.216173 + Penalty 2857.977486 = -49925.238687
  nChanged 40
		SP:Iteration 1F (24918.690000 sec): 3 clusters
  Score: Raw -52902.283358 + Penalty 2857.977486 = -50044.305872
  nChanged 8
		SP:Iteration 2Q (24918.830000 sec): 3 clusters
  Score: Raw -52938.468335 + Penalty 2857.977486 = -50080.490850
  nChanged 7
		SP:Iteration 3Q (24918.990000 sec): 3 clusters
  Score: Raw -52966.892297 + Penalty 2857.977486 = -50108.914811
  nChanged 2
		SP:Iteration 4Q (24919.190000 sec): 3 clusters
  Score: Raw -52976.597448 + Penalty 2857.977486 = -50118.619962
  nChanged 1
		SP:Iteration 5Q (24919.310000 sec): 3 clusters
  Score: Raw -52980.112208 + Penalty 2857.977486 = -50122.134722
  nChanged 0
		SP:Iteration 6F (24919.480000 sec): 3 clusters
  Score: Raw -52980.112208 + Penalty 2857.977486 = -50122.134722
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24919.560000 sec): 2 clusters
  Score: Raw -151630.568656 + Penalty 1691.904953 = -149938.663703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24919.720000 sec): 3 clusters
  Score: Raw -151480.213107 + Penalty 3383.809906 = -148096.403201
  nChanged 262
		SP:Iteration 1F (24919.880000 sec): 3 clusters
  Score: Raw -151880.113384 + Penalty 3383.809906 = -148496.303478
  nChanged 83
		SP:Iteration 2F (24920.050000 sec): 3 clusters
  Score: Raw -152048.984754 + Penalty 3383.809906 = -148665.174848
  nChanged 51
		SP:Iteration 3F (24920.180000 sec): 3 clusters
  Score: Raw -152174.728444 + Penalty 3383.809906 = -148790.918538
  nChanged 46
		SP:Iteration 4F (24920.300000 sec): 3 clusters
  Score: Raw -152353.194979 + Penalty 3383.809906 = -148969.385073
  nChanged 44
		SP:Iteration 5Q (24920.470000 sec): 3 clusters
  Score: Raw -152486.144900 + Penalty 3383.809906 = -149102.334994
  nChanged 37
		SP:Iteration 6Q (24920.640000 sec): 3 clusters
  Score: Raw -152616.208255 + Penalty 3383.809906 = -149232.398350
  nChanged 36
		SP:Iteration 7Q (24920.770000 sec): 3 clusters
  Score: Raw -152744.324940 + Penalty 3383.809906 = -149360.515034
  nChanged 33
		SP:Iteration 8Q (24920.900000 sec): 3 clusters
  Score: Raw -152848.980995 + Penalty 3383.809906 = -149465.171090
  nChanged 22
		SP:Iteration 9Q (24921.140000 sec): 3 clusters
  Score: Raw -152916.042245 + Penalty 3383.809906 = -149532.232339
  nChanged 25
		SP:Iteration 10Q (24921.360000 sec): 3 clusters
  Score: Raw -153010.035923 + Penalty 3383.809906 = -149626.226017
  nChanged 18
		SP:Iteration 11Q (24921.570000 sec): 3 clusters
  Score: Raw -153077.425546 + Penalty 3383.809906 = -149693.615640
  nChanged 19
		SP:Iteration 12Q (24921.740000 sec): 3 clusters
  Score: Raw -153147.572929 + Penalty 3383.809906 = -149763.763023
  nChanged 18
		SP:Iteration 13Q (24921.900000 sec): 3 clusters
  Score: Raw -153192.923315 + Penalty 3383.809906 = -149809.113409
  nChanged 17
		SP:Iteration 14Q (24922.070000 sec): 3 clusters
  Score: Raw -153250.534256 + Penalty 3383.809906 = -149866.724350
  nChanged 12
		SP:Iteration 15Q (24922.210000 sec): 3 clusters
  Score: Raw -153283.889562 + Penalty 3383.809906 = -149900.079656
  nChanged 12
		SP:Iteration 16Q (24922.310000 sec): 3 clusters
  Score: Raw -153320.048806 + Penalty 3383.809906 = -149936.238900
  nChanged 12
		SP:Iteration 17Q (24922.470000 sec): 3 clusters
  Score: Raw -153359.505084 + Penalty 3383.809906 = -149975.695179
  nChanged 8
		SP:Iteration 18Q (24922.620000 sec): 3 clusters
  Score: Raw -153388.628027 + Penalty 3383.809906 = -150004.818121
  nChanged 9
		SP:Iteration 19Q (24922.760000 sec): 3 clusters
  Score: Raw -153412.374144 + Penalty 3383.809906 = -150028.564238
  nChanged 5
		SP:Iteration 20F (24922.910000 sec): 3 clusters
  Score: Raw -153423.736456 + Penalty 3383.809906 = -150039.926550
  nChanged 4
		SP:Iteration 21Q (24923.140000 sec): 3 clusters
  Score: Raw -153430.225576 + Penalty 3383.809906 = -150046.415671
  nChanged 4
		SP:Iteration 22Q (24923.280000 sec): 3 clusters
  Score: Raw -153439.052144 + Penalty 3383.809906 = -150055.242238
  nChanged 2
		SP:Iteration 23Q (24923.480000 sec): 3 clusters
  Score: Raw -153442.573407 + Penalty 3383.809906 = -150058.763501
  nChanged 1
		SP:Iteration 24Q (24923.650000 sec): 3 clusters
  Score: Raw -153444.697463 + Penalty 3383.809906 = -150060.887557
  nChanged 0
		SP:Iteration 25F (24923.760000 sec): 3 clusters
  Score: Raw -153444.697463 + Penalty 3383.809906 = -150060.887557
  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 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24923.850000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24924.060000 sec): 3 clusters
  Score: Raw -95247.718373 + Penalty 3168.726457 = -92078.991916
  nChanged 119
		SP:Iteration 1F (24924.220000 sec): 3 clusters
  Score: Raw -95491.261943 + Penalty 3168.726457 = -92322.535485
  nChanged 45
		SP:Iteration 2F (24924.380000 sec): 3 clusters
  Score: Raw -95626.312093 + Penalty 3168.726457 = -92457.585636
  nChanged 27
		SP:Iteration 3Q (24924.600000 sec): 3 clusters
  Score: Raw -95715.501078 + Penalty 3168.726457 = -92546.774621
  nChanged 22
		SP:Iteration 4Q (24924.770000 sec): 3 clusters
  Score: Raw -95791.205697 + Penalty 3168.726457 = -92622.479240
  nChanged 26
		SP:Iteration 5Q (24924.960000 sec): 3 clusters
  Score: Raw -95893.316606 + Penalty 3168.726457 = -92724.590148
  nChanged 22
		SP:Iteration 6Q (24925.130000 sec): 3 clusters
  Score: Raw -95964.652661 + Penalty 3168.726457 = -92795.926204
  nChanged 16
		SP:Iteration 7Q (24925.340000 sec): 3 clusters
  Score: Raw -96029.091375 + Penalty 3168.726457 = -92860.364917
  nChanged 11
		SP:Iteration 8Q (24925.500000 sec): 3 clusters
  Score: Raw -96051.901413 + Penalty 3168.726457 = -92883.174956
  nChanged 6
		SP:Iteration 9Q (24925.670000 sec): 3 clusters
  Score: Raw -96065.282794 + Penalty 3168.726457 = -92896.556337
  nChanged 4
		SP:Iteration 10Q (24925.840000 sec): 3 clusters
  Score: Raw -96082.241445 + Penalty 3168.726457 = -92913.514988
  nChanged 4
		SP:Iteration 11Q (24926.030000 sec): 3 clusters
  Score: Raw -96102.944169 + Penalty 3168.726457 = -92934.217712
  nChanged 6
		SP:Iteration 12Q (24926.190000 sec): 3 clusters
  Score: Raw -96122.004436 + Penalty 3168.726457 = -92953.277979
  nChanged 4
		SP:Iteration 13Q (24926.370000 sec): 3 clusters
  Score: Raw -96135.349703 + Penalty 3168.726457 = -92966.623246
  nChanged 0
		SP:Iteration 14F (24926.570000 sec): 3 clusters
  Score: Raw -96135.349703 + Penalty 3168.726457 = -92966.623246
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24926.620000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24926.780000 sec): 3 clusters
  Score: Raw -43733.098704 + Penalty 2787.718829 = -40945.379875
  nChanged 38
		SP:Iteration 1F (24926.920000 sec): 3 clusters
  Score: Raw -43900.340283 + Penalty 2787.718829 = -41112.621453
  nChanged 25
		SP:Iteration 2F (24927.050000 sec): 3 clusters
  Score: Raw -44007.178491 + Penalty 2787.718829 = -41219.459661
  nChanged 15
		SP:Iteration 3F (24927.240000 sec): 3 clusters
  Score: Raw -44065.256915 + Penalty 2787.718829 = -41277.538086
  nChanged 5
		SP:Iteration 4Q (24927.460000 sec): 3 clusters
  Score: Raw -44075.789170 + Penalty 2787.718829 = -41288.070340
  nChanged 3
		SP:Iteration 5Q (24927.610000 sec): 3 clusters
  Score: Raw -44151.014540 + Penalty 2787.718829 = -41363.295711
  nChanged 7
		SP:Iteration 6Q (24927.750000 sec): 3 clusters
  Score: Raw -44198.134266 + Penalty 2787.718829 = -41410.415436
  nChanged 2
		SP:Iteration 7Q (24927.910000 sec): 3 clusters
  Score: Raw -44203.360026 + Penalty 2787.718829 = -41415.641197
  nChanged 2
		SP:Iteration 8Q (24928.040000 sec): 3 clusters
  Score: Raw -44221.404183 + Penalty 2787.718829 = -41433.685354
  nChanged 1
		SP:Iteration 9Q (24928.200000 sec): 3 clusters
  Score: Raw -44239.501178 + Penalty 2787.718829 = -41451.782348
  nChanged 2
		SP:Iteration 10Q (24928.370000 sec): 3 clusters
  Score: Raw -44245.511603 + Penalty 2787.718829 = -41457.792773
  nChanged 3
		SP:Iteration 11Q (24928.540000 sec): 3 clusters
  Score: Raw -44253.436315 + Penalty 2787.718829 = -41465.717485
  nChanged 2
		SP:Iteration 12Q (24928.700000 sec): 3 clusters
  Score: Raw -44262.260120 + Penalty 2787.718829 = -41474.541291
  nChanged 2
		SP:Iteration 13Q (24928.870000 sec): 3 clusters
  Score: Raw -44266.067067 + Penalty 2787.718829 = -41478.348238
  nChanged 1
		SP:Iteration 14Q (24929.080000 sec): 3 clusters
  Score: Raw -44269.979590 + Penalty 2787.718829 = -41482.260761
  nChanged 0
		SP:Iteration 15F (24929.250000 sec): 3 clusters
  Score: Raw -44269.979590 + Penalty 2787.718829 = -41482.260761
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24929.300000 sec): 2 clusters
  Score: Raw -18214.487408 + Penalty 1195.429828 = -17019.057580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24929.400000 sec): 3 clusters
  Score: Raw -19044.968990 + Penalty 2390.859657 = -16654.109334
  nChanged 20
		SP:Iteration 1F (24929.510000 sec): 3 clusters
  Score: Raw -19295.863737 + Penalty 2390.859657 = -16905.004080
  nChanged 8
		SP:Iteration 2F (24929.630000 sec): 3 clusters
  Score: Raw -19418.628781 + Penalty 2390.859657 = -17027.769125
  nChanged 3
		SP:Iteration 3Q (24929.740000 sec): 3 clusters
  Score: Raw -19469.442080 + Penalty 2390.859657 = -17078.582424
  nChanged 1
		SP:Iteration 4Q (24929.850000 sec): 3 clusters
  Score: Raw -19483.428955 + Penalty 2390.859657 = -17092.569298
  nChanged 2
		SP:Iteration 5Q (24929.960000 sec): 3 clusters
  Score: Raw -19534.287188 + Penalty 2390.859657 = -17143.427532
  nChanged 1
		SP:Iteration 6Q (24930.080000 sec): 3 clusters
  Score: Raw -19550.085559 + Penalty 2390.859657 = -17159.225903
  nChanged 0
		SP:Iteration 7F (24930.190000 sec): 3 clusters
  Score: Raw -19550.085559 + Penalty 2390.859657 = -17159.225903
  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 3.86 GB.

 Trying to split cluster 59 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24930.280000 sec): 2 clusters
  Score: Raw -55135.895069 + Penalty 1496.799395 = -53639.095674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24930.400000 sec): 3 clusters
  Score: Raw -55455.629580 + Penalty 2993.598791 = -52462.030789
  nChanged 130
		SP:Iteration 1F (24930.530000 sec): 3 clusters
  Score: Raw -55930.703622 + Penalty 2993.598791 = -52937.104832
  nChanged 41
		SP:Iteration 2F (24930.720000 sec): 3 clusters
  Score: Raw -56133.137873 + Penalty 2993.598791 = -53139.539082
  nChanged 27
		SP:Iteration 3F (24930.910000 sec): 3 clusters
  Score: Raw -56305.884541 + Penalty 2993.598791 = -53312.285750
  nChanged 16
		SP:Iteration 4Q (24931.150000 sec): 3 clusters
  Score: Raw -56373.208810 + Penalty 2993.598791 = -53379.610020
  nChanged 7
		SP:Iteration 5Q (24931.290000 sec): 3 clusters
  Score: Raw -56399.521199 + Penalty 2993.598791 = -53405.922408
  nChanged 4
		SP:Iteration 6Q (24931.450000 sec): 3 clusters
  Score: Raw -56465.754646 + Penalty 2993.598791 = -53472.155856
  nChanged 3
		SP:Iteration 7Q (24931.560000 sec): 3 clusters
  Score: Raw -56469.569632 + Penalty 2993.598791 = -53475.970841
  nChanged 1
		SP:Iteration 8Q (24931.670000 sec): 3 clusters
  Score: Raw -56470.736279 + Penalty 2993.598791 = -53477.137488
  nChanged 0
		SP:Iteration 9F (24931.820000 sec): 3 clusters
  Score: Raw -56470.736279 + Penalty 2993.598791 = -53477.137488
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24931.950000 sec): 2 clusters
  Score: Raw -85087.283834 + Penalty 1585.610507 = -83501.673327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24932.100000 sec): 3 clusters
  Score: Raw -85069.984031 + Penalty 3171.221014 = -81898.763017
  nChanged 133
		SP:Iteration 1F (24932.280000 sec): 3 clusters
  Score: Raw -85348.826963 + Penalty 3171.221014 = -82177.605949
  nChanged 49
		SP:Iteration 2F (24932.400000 sec): 3 clusters
  Score: Raw -85482.882095 + Penalty 3171.221014 = -82311.661081
  nChanged 25
		SP:Iteration 3Q (24932.600000 sec): 3 clusters
  Score: Raw -85553.708993 + Penalty 3171.221014 = -82382.487979
  nChanged 16
		SP:Iteration 4Q (24932.780000 sec): 3 clusters
  Score: Raw -85597.119353 + Penalty 3171.221014 = -82425.898339
  nChanged 9
		SP:Iteration 5Q (24932.940000 sec): 3 clusters
  Score: Raw -85623.218453 + Penalty 3171.221014 = -82451.997439
  nChanged 9
		SP:Iteration 6Q (24933.080000 sec): 3 clusters
  Score: Raw -85640.778106 + Penalty 3171.221014 = -82469.557092
  nChanged 7
		SP:Iteration 7Q (24933.220000 sec): 3 clusters
  Score: Raw -85688.715231 + Penalty 3171.221014 = -82517.494217
  nChanged 11
		SP:Iteration 8Q (24933.400000 sec): 3 clusters
  Score: Raw -85716.932843 + Penalty 3171.221014 = -82545.711829
  nChanged 8
		SP:Iteration 9Q (24933.570000 sec): 3 clusters
  Score: Raw -85741.566145 + Penalty 3171.221014 = -82570.345131
  nChanged 5
		SP:Iteration 10Q (24933.700000 sec): 3 clusters
  Score: Raw -85753.693915 + Penalty 3171.221014 = -82582.472902
  nChanged 2
		SP:Iteration 11Q (24933.890000 sec): 3 clusters
  Score: Raw -85767.613883 + Penalty 3171.221014 = -82596.392869
  nChanged 2
		SP:Iteration 12Q (24934.050000 sec): 3 clusters
  Score: Raw -85774.323854 + Penalty 3171.221014 = -82603.102840
  nChanged 2
		SP:Iteration 13Q (24934.150000 sec): 3 clusters
  Score: Raw -85779.782206 + Penalty 3171.221014 = -82608.561192
  nChanged 2
		SP:Iteration 14Q (24934.270000 sec): 3 clusters
  Score: Raw -85781.243813 + Penalty 3171.221014 = -82610.022799
  nChanged 0
		SP:Iteration 15F (24934.410000 sec): 3 clusters
  Score: Raw -85781.243813 + Penalty 3171.221014 = -82610.022799
  nChanged 0
Deleting Class 58 (36 points): Lose 1018.399479 but Gain 3262.464713
Iteration 368F (25011.940000 sec): 60 clusters
  Score: Raw -91406555.587079 + Penalty 192485.418085 = -91214070.168995
  nChanged 88
Deleting Class 31 (443 points): Lose 3208.475631 but Gain 3262.464713
Iteration 369F (25088.230000 sec): 59 clusters
  Score: Raw -91403937.009813 + Penalty 189222.953371 = -91214714.056442
  nChanged 451
Iteration 370Q (25139.820000 sec): 59 clusters
  Score: Raw -91405153.705308 + Penalty 189222.953371 = -91215930.751937
  nChanged 33
Iteration 371Q (25190.630000 sec): 59 clusters
  Score: Raw -91405208.470448 + Penalty 189222.953371 = -91215985.517077
  nChanged 11
Iteration 372Q (25239.390000 sec): 59 clusters
  Score: Raw -91405248.701902 + Penalty 189222.953371 = -91216025.748530
  nChanged 7
Iteration 373Q (25291.110000 sec): 59 clusters
  Score: Raw -91405261.682031 + Penalty 189222.953371 = -91216038.728660
  nChanged 2
Iteration 374Q (25341.990000 sec): 59 clusters
  Score: Raw -91405265.174255 + Penalty 189222.953371 = -91216042.220883
  nChanged 1
Iteration 375Q (25392.340000 sec): 59 clusters
  Score: Raw -91405269.396256 + Penalty 189222.953371 = -91216046.442884
  nChanged 1
Iteration 376Q (25443.140000 sec): 59 clusters
  Score: Raw -91405274.024602 + Penalty 189222.953371 = -91216051.071231
  nChanged 0
Iteration 377F (25521.280000 sec): 59 clusters
  Score: Raw -91405284.207906 + Penalty 189222.953371 = -91216061.254534
  nChanged 2
Iteration 378Q (25567.730000 sec): 59 clusters
  Score: Raw -91405312.541303 + Penalty 189222.953371 = -91216089.587931
  nChanged 1
Writing temp clu file 
Because OldScore, -91216061.254534, is greater than current (better) Score,-91216089.587931 
 Compute initial score before splitting:   Score: Raw -91405312.541303 + Penalty 189222.953371 = -91216089.587931
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25567.900000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25568.020000 sec): 3 clusters
  Score: Raw -47387.994243 + Penalty 2933.097491 = -44454.896752
  nChanged 55
		SP:Iteration 1F (25568.170000 sec): 3 clusters
  Score: Raw -47543.068411 + Penalty 2933.097491 = -44609.970920
  nChanged 16
		SP:Iteration 2Q (25568.310000 sec): 3 clusters
  Score: Raw -47584.462702 + Penalty 2933.097491 = -44651.365211
  nChanged 3
		SP:Iteration 3Q (25568.470000 sec): 3 clusters
  Score: Raw -47592.119736 + Penalty 2933.097491 = -44659.022246
  nChanged 3
		SP:Iteration 4Q (25568.640000 sec): 3 clusters
  Score: Raw -47599.161873 + Penalty 2933.097491 = -44666.064382
  nChanged 2
		SP:Iteration 5Q (25568.810000 sec): 3 clusters
  Score: Raw -47600.377617 + Penalty 2933.097491 = -44667.280126
  nChanged 2
		SP:Iteration 6Q (25568.960000 sec): 3 clusters
  Score: Raw -47602.801153 + Penalty 2933.097491 = -44669.703662
  nChanged 4
		SP:Iteration 7Q (25569.120000 sec): 3 clusters
  Score: Raw -47628.064347 + Penalty 2933.097491 = -44694.966856
  nChanged 5
		SP:Iteration 8Q (25569.260000 sec): 3 clusters
  Score: Raw -47642.179519 + Penalty 2933.097491 = -44709.082028
  nChanged 4
		SP:Iteration 9Q (25569.420000 sec): 3 clusters
  Score: Raw -47649.345882 + Penalty 2933.097491 = -44716.248391
  nChanged 6
		SP:Iteration 10Q (25569.620000 sec): 3 clusters
  Score: Raw -47663.477495 + Penalty 2933.097491 = -44730.380004
  nChanged 5
		SP:Iteration 11Q (25569.740000 sec): 3 clusters
  Score: Raw -47684.039124 + Penalty 2933.097491 = -44750.941634
  nChanged 5
		SP:Iteration 12Q (25569.880000 sec): 3 clusters
  Score: Raw -47704.414228 + Penalty 2933.097491 = -44771.316737
  nChanged 4
		SP:Iteration 13Q (25570.060000 sec): 3 clusters
  Score: Raw -47721.021004 + Penalty 2933.097491 = -44787.923513
  nChanged 2
		SP:Iteration 14Q (25570.200000 sec): 3 clusters
  Score: Raw -47731.495405 + Penalty 2933.097491 = -44798.397914
  nChanged 0
		SP:Iteration 15F (25570.380000 sec): 3 clusters
  Score: Raw -47731.495405 + Penalty 2933.097491 = -44798.397914
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25570.460000 sec): 2 clusters
  Score: Raw -77629.043627 + Penalty 1533.157057 = -76095.886570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25570.580000 sec): 3 clusters
  Score: Raw -77691.790217 + Penalty 3066.314114 = -74625.476103
  nChanged 82
		SP:Iteration 1F (25570.720000 sec): 3 clusters
  Score: Raw -77840.586400 + Penalty 3066.314114 = -74774.272286
  nChanged 23
		SP:Iteration 2Q (25570.830000 sec): 3 clusters
  Score: Raw -77896.877972 + Penalty 3066.314114 = -74830.563858
  nChanged 13
		SP:Iteration 3Q (25570.960000 sec): 3 clusters
  Score: Raw -77925.174857 + Penalty 3066.314114 = -74858.860743
  nChanged 7
		SP:Iteration 4Q (25571.130000 sec): 3 clusters
  Score: Raw -77942.409837 + Penalty 3066.314114 = -74876.095724
  nChanged 7
		SP:Iteration 5Q (25571.300000 sec): 3 clusters
  Score: Raw -77957.522270 + Penalty 3066.314114 = -74891.208156
  nChanged 8
		SP:Iteration 6Q (25571.390000 sec): 3 clusters
  Score: Raw -77975.858378 + Penalty 3066.314114 = -74909.544265
  nChanged 4
		SP:Iteration 7Q (25571.540000 sec): 3 clusters
  Score: Raw -77991.337029 + Penalty 3066.314114 = -74925.022915
  nChanged 7
		SP:Iteration 8Q (25571.750000 sec): 3 clusters
  Score: Raw -78001.149672 + Penalty 3066.314114 = -74934.835558
  nChanged 5
		SP:Iteration 9Q (25571.880000 sec): 3 clusters
  Score: Raw -78012.378917 + Penalty 3066.314114 = -74946.064803
  nChanged 5
		SP:Iteration 10Q (25572.040000 sec): 3 clusters
  Score: Raw -78029.917894 + Penalty 3066.314114 = -74963.603781
  nChanged 6
		SP:Iteration 11Q (25572.160000 sec): 3 clusters
  Score: Raw -78053.150512 + Penalty 3066.314114 = -74986.836399
  nChanged 5
		SP:Iteration 12Q (25572.180000 sec): 3 clusters
  Score: Raw -78069.234261 + Penalty 3066.314114 = -75002.920148
  nChanged 4
		SP:Iteration 13Q (25572.280000 sec): 3 clusters
  Score: Raw -78085.627705 + Penalty 3066.314114 = -75019.313591
  nChanged 2
		SP:Iteration 14Q (25572.430000 sec): 3 clusters
  Score: Raw -78088.713040 + Penalty 3066.314114 = -75022.398927
  nChanged 2
		SP:Iteration 15Q (25572.580000 sec): 3 clusters
  Score: Raw -78092.474112 + Penalty 3066.314114 = -75026.159999
  nChanged 0
		SP:Iteration 16F (25572.670000 sec): 3 clusters
  Score: Raw -78092.474112 + Penalty 3066.314114 = -75026.159999
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25572.800000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25572.900000 sec): 3 clusters
  Score: Raw -221748.479030 + Penalty 3514.607126 = -218233.871904
  nChanged 312
		SP:Iteration 1F (25573.040000 sec): 3 clusters
  Score: Raw -222079.462802 + Penalty 3514.607126 = -218564.855675
  nChanged 82
		SP:Iteration 2F (25573.220000 sec): 3 clusters
  Score: Raw -222180.017579 + Penalty 3514.607126 = -218665.410453
  nChanged 38
		SP:Iteration 3Q (25573.390000 sec): 3 clusters
  Score: Raw -222225.219078 + Penalty 3514.607126 = -218710.611952
  nChanged 29
		SP:Iteration 4Q (25573.520000 sec): 3 clusters
  Score: Raw -222258.426887 + Penalty 3514.607126 = -218743.819761
  nChanged 15
		SP:Iteration 5Q (25573.680000 sec): 3 clusters
  Score: Raw -222272.413387 + Penalty 3514.607126 = -218757.806260
  nChanged 12
		SP:Iteration 6Q (25573.880000 sec): 3 clusters
  Score: Raw -222285.638972 + Penalty 3514.607126 = -218771.031846
  nChanged 8
		SP:Iteration 7Q (25574.040000 sec): 3 clusters
  Score: Raw -222295.187918 + Penalty 3514.607126 = -218780.580792
  nChanged 7
		SP:Iteration 8Q (25574.150000 sec): 3 clusters
  Score: Raw -222303.719928 + Penalty 3514.607126 = -218789.112802
  nChanged 8
		SP:Iteration 9Q (25574.320000 sec): 3 clusters
  Score: Raw -222311.525636 + Penalty 3514.607126 = -218796.918510
  nChanged 6
		SP:Iteration 10Q (25574.510000 sec): 3 clusters
  Score: Raw -222315.801733 + Penalty 3514.607126 = -218801.194606
  nChanged 6
		SP:Iteration 11Q (25574.680000 sec): 3 clusters
  Score: Raw -222320.931888 + Penalty 3514.607126 = -218806.324762
  nChanged 3
		SP:Iteration 12Q (25574.830000 sec): 3 clusters
  Score: Raw -222325.210048 + Penalty 3514.607126 = -218810.602921
  nChanged 4
		SP:Iteration 13Q (25575.050000 sec): 3 clusters
  Score: Raw -222331.124751 + Penalty 3514.607126 = -218816.517625
  nChanged 4
		SP:Iteration 14Q (25575.160000 sec): 3 clusters
  Score: Raw -222334.674778 + Penalty 3514.607126 = -218820.067652
  nChanged 3
		SP:Iteration 15Q (25575.350000 sec): 3 clusters
  Score: Raw -222336.250854 + Penalty 3514.607126 = -218821.643728
  nChanged 0
		SP:Iteration 16F (25575.490000 sec): 3 clusters
  Score: Raw -222336.250854 + Penalty 3514.607126 = -218821.643728
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25575.570000 sec): 2 clusters
  Score: Raw -26845.744774 + Penalty 1273.678012 = -25572.066762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25575.730000 sec): 3 clusters
  Score: Raw -27108.170516 + Penalty 2547.356025 = -24560.814492
  nChanged 7
		SP:Iteration 1Q (25575.890000 sec): 3 clusters
  Score: Raw -27157.658583 + Penalty 2547.356025 = -24610.302558
  nChanged 2
		SP:Iteration 2Q (25576.030000 sec): 3 clusters
  Score: Raw -27164.145737 + Penalty 2547.356025 = -24616.789713
  nChanged 1
		SP:Iteration 3Q (25576.220000 sec): 3 clusters
  Score: Raw -27166.048911 + Penalty 2547.356025 = -24618.692886
  nChanged 0
		SP:Iteration 4F (25576.360000 sec): 3 clusters
  Score: Raw -27166.048911 + Penalty 2547.356025 = -24618.692886
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25576.460000 sec): 2 clusters
  Score: Raw -907110.595823 + Penalty 2118.822810 = -904991.773013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25576.660000 sec): 3 clusters
  Score: Raw -904638.570361 + Penalty 4237.645619 = -900400.924742
  nChanged 1946
		SP:Iteration 1F (25576.830000 sec): 3 clusters
  Score: Raw -905729.016601 + Penalty 4237.645619 = -901491.370982
  nChanged 398
		SP:Iteration 2F (25577.010000 sec): 3 clusters
  Score: Raw -905958.792419 + Penalty 4237.645619 = -901721.146799
  nChanged 260
		SP:Iteration 3F (25577.230000 sec): 3 clusters
  Score: Raw -906125.799701 + Penalty 4237.645619 = -901888.154082
  nChanged 233
		SP:Iteration 4Q (25577.390000 sec): 3 clusters
  Score: Raw -906276.224450 + Penalty 4237.645619 = -902038.578831
  nChanged 197
		SP:Iteration 5Q (25577.570000 sec): 3 clusters
  Score: Raw -906412.686872 + Penalty 4237.645619 = -902175.041253
  nChanged 206
		SP:Iteration 6Q (25577.750000 sec): 3 clusters
  Score: Raw -906556.051889 + Penalty 4237.645619 = -902318.406269
  nChanged 192
		SP:Iteration 7Q (25577.940000 sec): 3 clusters
  Score: Raw -906672.999616 + Penalty 4237.645619 = -902435.353996
  nChanged 162
		SP:Iteration 8Q (25578.120000 sec): 3 clusters
  Score: Raw -906752.688727 + Penalty 4237.645619 = -902515.043107
  nChanged 131
		SP:Iteration 9Q (25578.290000 sec): 3 clusters
  Score: Raw -906827.070877 + Penalty 4237.645619 = -902589.425257
  nChanged 118
		SP:Iteration 10Q (25578.550000 sec): 3 clusters
  Score: Raw -906886.287498 + Penalty 4237.645619 = -902648.641878
  nChanged 89
		SP:Iteration 11Q (25578.720000 sec): 3 clusters
  Score: Raw -906933.419971 + Penalty 4237.645619 = -902695.774352
  nChanged 90
		SP:Iteration 12Q (25578.910000 sec): 3 clusters
  Score: Raw -906987.489787 + Penalty 4237.645619 = -902749.844168
  nChanged 93
		SP:Iteration 13Q (25579.080000 sec): 3 clusters
  Score: Raw -907040.625417 + Penalty 4237.645619 = -902802.979798
  nChanged 81
		SP:Iteration 14Q (25579.310000 sec): 3 clusters
  Score: Raw -907081.412282 + Penalty 4237.645619 = -902843.766663
  nChanged 68
		SP:Iteration 15Q (25579.470000 sec): 3 clusters
  Score: Raw -907117.512676 + Penalty 4237.645619 = -902879.867057
  nChanged 77
		SP:Iteration 16Q (25579.670000 sec): 3 clusters
  Score: Raw -907164.107001 + Penalty 4237.645619 = -902926.461381
  nChanged 79
		SP:Iteration 17Q (25579.840000 sec): 3 clusters
  Score: Raw -907219.350889 + Penalty 4237.645619 = -902981.705270
  nChanged 98
		SP:Iteration 18Q (25580.010000 sec): 3 clusters
  Score: Raw -907293.226564 + Penalty 4237.645619 = -903055.580945
  nChanged 105
		SP:Iteration 19Q (25580.190000 sec): 3 clusters
  Score: Raw -907371.010338 + Penalty 4237.645619 = -903133.364718
  nChanged 101
		SP:Iteration 20F (25580.350000 sec): 3 clusters
  Score: Raw -907452.209113 + Penalty 4237.645619 = -903214.563493
  nChanged 99
		SP:Iteration 21Q (25580.530000 sec): 3 clusters
  Score: Raw -907533.739346 + Penalty 4237.645619 = -903296.093727
  nChanged 101
		SP:Iteration 22Q (25580.740000 sec): 3 clusters
  Score: Raw -907620.876140 + Penalty 4237.645619 = -903383.230520
  nChanged 100
		SP:Iteration 23Q (25580.890000 sec): 3 clusters
  Score: Raw -907702.259728 + Penalty 4237.645619 = -903464.614109
  nChanged 81
		SP:Iteration 24Q (25581.050000 sec): 3 clusters
  Score: Raw -907760.393327 + Penalty 4237.645619 = -903522.747708
  nChanged 63
		SP:Iteration 25Q (25581.240000 sec): 3 clusters
  Score: Raw -907806.767435 + Penalty 4237.645619 = -903569.121816
  nChanged 55
		SP:Iteration 26Q (25581.450000 sec): 3 clusters
  Score: Raw -907850.837235 + Penalty 4237.645619 = -903613.191615
  nChanged 46
		SP:Iteration 27Q (25581.630000 sec): 3 clusters
  Score: Raw -907881.835917 + Penalty 4237.645619 = -903644.190297
  nChanged 34
		SP:Iteration 28Q (25581.810000 sec): 3 clusters
  Score: Raw -907908.020518 + Penalty 4237.645619 = -903670.374898
  nChanged 38
		SP:Iteration 29Q (25581.950000 sec): 3 clusters
  Score: Raw -907936.360676 + Penalty 4237.645619 = -903698.715057
  nChanged 38
		SP:Iteration 30Q (25582.100000 sec): 3 clusters
  Score: Raw -907966.361169 + Penalty 4237.645619 = -903728.715550
  nChanged 32
		SP:Iteration 31Q (25582.300000 sec): 3 clusters
  Score: Raw -907992.819162 + Penalty 4237.645619 = -903755.173543
  nChanged 31
		SP:Iteration 32Q (25582.500000 sec): 3 clusters
  Score: Raw -908026.774730 + Penalty 4237.645619 = -903789.129111
  nChanged 40
		SP:Iteration 33Q (25582.620000 sec): 3 clusters
  Score: Raw -908071.503558 + Penalty 4237.645619 = -903833.857939
  nChanged 41
		SP:Iteration 34Q (25582.810000 sec): 3 clusters
  Score: Raw -908119.844581 + Penalty 4237.645619 = -903882.198962
  nChanged 40
		SP:Iteration 35Q (25582.940000 sec): 3 clusters
  Score: Raw -908166.864039 + Penalty 4237.645619 = -903929.218420
  nChanged 43
		SP:Iteration 36Q (25583.110000 sec): 3 clusters
  Score: Raw -908250.721358 + Penalty 4237.645619 = -904013.075739
  nChanged 47
		SP:Iteration 37Q (25583.230000 sec): 3 clusters
  Score: Raw -908406.517296 + Penalty 4237.645619 = -904168.871677
  nChanged 39
		SP:Iteration 38Q (25583.430000 sec): 3 clusters
  Score: Raw -908540.168523 + Penalty 4237.645619 = -904302.522903
  nChanged 36
		SP:Iteration 39Q (25583.600000 sec): 3 clusters
  Score: Raw -908604.588286 + Penalty 4237.645619 = -904366.942667
  nChanged 21
		SP:Iteration 40F (25583.760000 sec): 3 clusters
  Score: Raw -908623.041354 + Penalty 4237.645619 = -904385.395734
  nChanged 11
		SP:Iteration 41Q (25583.940000 sec): 3 clusters
  Score: Raw -908631.650285 + Penalty 4237.645619 = -904394.004666
  nChanged 4
		SP:Iteration 42Q (25584.100000 sec): 3 clusters
  Score: Raw -908634.913386 + Penalty 4237.645619 = -904397.267767
  nChanged 4
		SP:Iteration 43Q (25584.280000 sec): 3 clusters
  Score: Raw -908639.808687 + Penalty 4237.645619 = -904402.163068
  nChanged 3
		SP:Iteration 44Q (25584.430000 sec): 3 clusters
  Score: Raw -908642.069981 + Penalty 4237.645619 = -904404.424361
  nChanged 0
		SP:Iteration 45F (25584.570000 sec): 3 clusters
  Score: Raw -908642.069981 + Penalty 4237.645619 = -904404.424361
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25584.660000 sec): 2 clusters
  Score: Raw -60597.310819 + Penalty 1500.918114 = -59096.392705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25584.760000 sec): 3 clusters
  Score: Raw -60814.774789 + Penalty 3001.836228 = -57812.938561
  nChanged 84
		SP:Iteration 1F (25584.930000 sec): 3 clusters
  Score: Raw -61079.057483 + Penalty 3001.836228 = -58077.221255
  nChanged 26
		SP:Iteration 2F (25585.060000 sec): 3 clusters
  Score: Raw -61140.299272 + Penalty 3001.836228 = -58138.463044
  nChanged 13
		SP:Iteration 3Q (25585.150000 sec): 3 clusters
  Score: Raw -61177.458593 + Penalty 3001.836228 = -58175.622365
  nChanged 12
		SP:Iteration 4Q (25585.270000 sec): 3 clusters
  Score: Raw -61212.424900 + Penalty 3001.836228 = -58210.588673
  nChanged 2
		SP:Iteration 5Q (25585.410000 sec): 3 clusters
  Score: Raw -61222.476775 + Penalty 3001.836228 = -58220.640547
  nChanged 1
		SP:Iteration 6Q (25585.510000 sec): 3 clusters
  Score: Raw -61229.086934 + Penalty 3001.836228 = -58227.250706
  nChanged 2
		SP:Iteration 7Q (25585.640000 sec): 3 clusters
  Score: Raw -61230.726893 + Penalty 3001.836228 = -58228.890665
  nChanged 2
		SP:Iteration 8Q (25585.750000 sec): 3 clusters
  Score: Raw -61238.539092 + Penalty 3001.836228 = -58236.702864
  nChanged 1
		SP:Iteration 9Q (25585.900000 sec): 3 clusters
  Score: Raw -61241.871020 + Penalty 3001.836228 = -58240.034793
  nChanged 2
		SP:Iteration 10Q (25586.040000 sec): 3 clusters
  Score: Raw -61244.696034 + Penalty 3001.836228 = -58242.859806
  nChanged 1
		SP:Iteration 11Q (25586.210000 sec): 3 clusters
  Score: Raw -61245.931594 + Penalty 3001.836228 = -58244.095366
  nChanged 0
		SP:Iteration 12F (25586.320000 sec): 3 clusters
  Score: Raw -61245.931594 + Penalty 3001.836228 = -58244.095366
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25586.400000 sec): 2 clusters
  Score: Raw -280726.734952 + Penalty 1817.452464 = -278909.282488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25586.490000 sec): 3 clusters
  Score: Raw -280215.693549 + Penalty 3634.904927 = -276580.788622
  nChanged 448
		SP:Iteration 1F (25586.680000 sec): 3 clusters
  Score: Raw -280568.175643 + Penalty 3634.904927 = -276933.270716
  nChanged 124
		SP:Iteration 2F (25586.820000 sec): 3 clusters
  Score: Raw -280705.780642 + Penalty 3634.904927 = -277070.875715
  nChanged 69
		SP:Iteration 3Q (25586.960000 sec): 3 clusters
  Score: Raw -280778.459990 + Penalty 3634.904927 = -277143.555063
  nChanged 55
		SP:Iteration 4Q (25587.060000 sec): 3 clusters
  Score: Raw -280842.026570 + Penalty 3634.904927 = -277207.121643
  nChanged 40
		SP:Iteration 5Q (25587.230000 sec): 3 clusters
  Score: Raw -280875.480531 + Penalty 3634.904927 = -277240.575604
  nChanged 28
		SP:Iteration 6Q (25587.370000 sec): 3 clusters
  Score: Raw -280895.400454 + Penalty 3634.904927 = -277260.495527
  nChanged 17
		SP:Iteration 7Q (25587.460000 sec): 3 clusters
  Score: Raw -280911.264056 + Penalty 3634.904927 = -277276.359129
  nChanged 15
		SP:Iteration 8Q (25587.600000 sec): 3 clusters
  Score: Raw -280920.995818 + Penalty 3634.904927 = -277286.090891
  nChanged 10
		SP:Iteration 9Q (25587.750000 sec): 3 clusters
  Score: Raw -280933.682879 + Penalty 3634.904927 = -277298.777952
  nChanged 21
		SP:Iteration 10Q (25587.840000 sec): 3 clusters
  Score: Raw -280963.825111 + Penalty 3634.904927 = -277328.920184
  nChanged 26
		SP:Iteration 11Q (25588.000000 sec): 3 clusters
  Score: Raw -280991.354249 + Penalty 3634.904927 = -277356.449322
  nChanged 22
		SP:Iteration 12Q (25588.120000 sec): 3 clusters
  Score: Raw -281020.853578 + Penalty 3634.904927 = -277385.948651
  nChanged 16
		SP:Iteration 13Q (25588.310000 sec): 3 clusters
  Score: Raw -281039.157844 + Penalty 3634.904927 = -277404.252917
  nChanged 13
		SP:Iteration 14Q (25588.440000 sec): 3 clusters
  Score: Raw -281048.213290 + Penalty 3634.904927 = -277413.308363
  nChanged 10
		SP:Iteration 15Q (25588.570000 sec): 3 clusters
  Score: Raw -281056.465507 + Penalty 3634.904927 = -277421.560580
  nChanged 8
		SP:Iteration 16Q (25588.700000 sec): 3 clusters
  Score: Raw -281062.795575 + Penalty 3634.904927 = -277427.890648
  nChanged 10
		SP:Iteration 17Q (25588.850000 sec): 3 clusters
  Score: Raw -281070.530097 + Penalty 3634.904927 = -277435.625170
  nChanged 10
		SP:Iteration 18Q (25588.950000 sec): 3 clusters
  Score: Raw -281077.025182 + Penalty 3634.904927 = -277442.120255
  nChanged 10
		SP:Iteration 19Q (25589.100000 sec): 3 clusters
  Score: Raw -281085.014287 + Penalty 3634.904927 = -277450.109360
  nChanged 7
		SP:Iteration 20F (25589.200000 sec): 3 clusters
  Score: Raw -281089.761462 + Penalty 3634.904927 = -277454.856535
  nChanged 5
		SP:Iteration 21Q (25589.350000 sec): 3 clusters
  Score: Raw -281093.927037 + Penalty 3634.904927 = -277459.022110
  nChanged 8
		SP:Iteration 22Q (25589.490000 sec): 3 clusters
  Score: Raw -281099.166504 + Penalty 3634.904927 = -277464.261577
  nChanged 8
		SP:Iteration 23Q (25589.630000 sec): 3 clusters
  Score: Raw -281105.217658 + Penalty 3634.904927 = -277470.312731
  nChanged 8
		SP:Iteration 24Q (25589.770000 sec): 3 clusters
  Score: Raw -281116.556697 + Penalty 3634.904927 = -277481.651770
  nChanged 7
		SP:Iteration 25Q (25589.860000 sec): 3 clusters
  Score: Raw -281123.346156 + Penalty 3634.904927 = -277488.441229
  nChanged 8
		SP:Iteration 26Q (25589.960000 sec): 3 clusters
  Score: Raw -281130.853390 + Penalty 3634.904927 = -277495.948463
  nChanged 6
		SP:Iteration 27Q (25590.100000 sec): 3 clusters
  Score: Raw -281135.597106 + Penalty 3634.904927 = -277500.692179
  nChanged 5
		SP:Iteration 28Q (25590.240000 sec): 3 clusters
  Score: Raw -281140.406612 + Penalty 3634.904927 = -277505.501685
  nChanged 2
		SP:Iteration 29Q (25590.400000 sec): 3 clusters
  Score: Raw -281142.469646 + Penalty 3634.904927 = -277507.564718
  nChanged 3
		SP:Iteration 30Q (25590.480000 sec): 3 clusters
  Score: Raw -281147.711401 + Penalty 3634.904927 = -277512.806473
  nChanged 2
		SP:Iteration 31Q (25590.590000 sec): 3 clusters
  Score: Raw -281148.641311 + Penalty 3634.904927 = -277513.736384
  nChanged 1
		SP:Iteration 32Q (25590.690000 sec): 3 clusters
  Score: Raw -281150.050176 + Penalty 3634.904927 = -277515.145249
  nChanged 1
		SP:Iteration 33Q (25590.820000 sec): 3 clusters
  Score: Raw -281150.624087 + Penalty 3634.904927 = -277515.719160
  nChanged 0
		SP:Iteration 34F (25590.920000 sec): 3 clusters
  Score: Raw -281150.624087 + Penalty 3634.904927 = -277515.719160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25590.970000 sec): 2 clusters
  Score: Raw -27686.925861 + Penalty 1372.280593 = -26314.645267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25591.060000 sec): 3 clusters
  Score: Raw -27913.239272 + Penalty 2744.561186 = -25168.678086
  nChanged 36
		SP:Iteration 1F (25591.190000 sec): 3 clusters
  Score: Raw -28054.894508 + Penalty 2744.561186 = -25310.333322
  nChanged 8
		SP:Iteration 2Q (25591.300000 sec): 3 clusters
  Score: Raw -28076.665160 + Penalty 2744.561186 = -25332.103973
  nChanged 5
		SP:Iteration 3Q (25591.430000 sec): 3 clusters
  Score: Raw -28111.631637 + Penalty 2744.561186 = -25367.070450
  nChanged 2
		SP:Iteration 4Q (25591.510000 sec): 3 clusters
  Score: Raw -28134.467920 + Penalty 2744.561186 = -25389.906733
  nChanged 2
		SP:Iteration 5Q (25591.660000 sec): 3 clusters
  Score: Raw -28148.946752 + Penalty 2744.561186 = -25404.385566
  nChanged 4
		SP:Iteration 6Q (25591.810000 sec): 3 clusters
  Score: Raw -28180.440465 + Penalty 2744.561186 = -25435.879278
  nChanged 3
		SP:Iteration 7Q (25591.900000 sec): 3 clusters
  Score: Raw -28192.653844 + Penalty 2744.561186 = -25448.092657
  nChanged 0
		SP:Iteration 8F (25592.010000 sec): 3 clusters
  Score: Raw -28192.653844 + Penalty 2744.561186 = -25448.092657
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25592.080000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25592.200000 sec): 3 clusters
  Score: Raw -218594.029844 + Penalty 3502.847050 = -215091.182794
  nChanged 315
		SP:Iteration 1F (25592.320000 sec): 3 clusters
  Score: Raw -218929.059593 + Penalty 3502.847050 = -215426.212543
  nChanged 88
		SP:Iteration 2F (25592.440000 sec): 3 clusters
  Score: Raw -219018.058419 + Penalty 3502.847050 = -215515.211369
  nChanged 43
		SP:Iteration 3Q (25592.580000 sec): 3 clusters
  Score: Raw -219069.213476 + Penalty 3502.847050 = -215566.366427
  nChanged 31
		SP:Iteration 4Q (25592.730000 sec): 3 clusters
  Score: Raw -219102.459675 + Penalty 3502.847050 = -215599.612626
  nChanged 15
		SP:Iteration 5Q (25592.890000 sec): 3 clusters
  Score: Raw -219120.696739 + Penalty 3502.847050 = -215617.849690
  nChanged 10
		SP:Iteration 6Q (25593.000000 sec): 3 clusters
  Score: Raw -219131.141642 + Penalty 3502.847050 = -215628.294592
  nChanged 3
		SP:Iteration 7Q (25593.120000 sec): 3 clusters
  Score: Raw -219136.109409 + Penalty 3502.847050 = -215633.262359
  nChanged 2
		SP:Iteration 8Q (25593.320000 sec): 3 clusters
  Score: Raw -219138.223618 + Penalty 3502.847050 = -215635.376568
  nChanged 3
		SP:Iteration 9Q (25593.440000 sec): 3 clusters
  Score: Raw -219141.869005 + Penalty 3502.847050 = -215639.021955
  nChanged 4
		SP:Iteration 10Q (25593.620000 sec): 3 clusters
  Score: Raw -219144.335569 + Penalty 3502.847050 = -215641.488520
  nChanged 0
		SP:Iteration 11F (25593.800000 sec): 3 clusters
  Score: Raw -219144.335569 + Penalty 3502.847050 = -215641.488520
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25593.840000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25593.990000 sec): 3 clusters
  Score: Raw -37303.258593 + Penalty 2681.957199 = -34621.301395
  nChanged 15
		SP:Iteration 1F (25594.140000 sec): 3 clusters
  Score: Raw -37371.799409 + Penalty 2681.957199 = -34689.842211
  nChanged 1
		SP:Iteration 2Q (25594.240000 sec): 3 clusters
  Score: Raw -37374.416203 + Penalty 2681.957199 = -34692.459004
  nChanged 0
		SP:Iteration 3F (25594.390000 sec): 3 clusters
  Score: Raw -37374.416203 + Penalty 2681.957199 = -34692.459004
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25594.410000 sec): 2 clusters
  Score: Raw -34675.329838 + Penalty 1337.619631 = -33337.710206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25594.560000 sec): 3 clusters
  Score: Raw -34895.567794 + Penalty 2675.239263 = -32220.328531
  nChanged 21
		SP:Iteration 1F (25594.660000 sec): 3 clusters
  Score: Raw -35060.017271 + Penalty 2675.239263 = -32384.778008
  nChanged 7
		SP:Iteration 2Q (25594.750000 sec): 3 clusters
  Score: Raw -35120.913605 + Penalty 2675.239263 = -32445.674342
  nChanged 1
		SP:Iteration 3Q (25594.840000 sec): 3 clusters
  Score: Raw -35160.567548 + Penalty 2675.239263 = -32485.328285
  nChanged 1
		SP:Iteration 4Q (25594.990000 sec): 3 clusters
  Score: Raw -35258.483391 + Penalty 2675.239263 = -32583.244128
  nChanged 0
		SP:Iteration 5F (25595.100000 sec): 3 clusters
  Score: Raw -35258.483391 + Penalty 2675.239263 = -32583.244128
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25595.190000 sec): 2 clusters
  Score: Raw -36826.368009 + Penalty 1363.297720 = -35463.070289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25595.320000 sec): 3 clusters
  Score: Raw -37032.845914 + Penalty 2726.595440 = -34306.250474
  nChanged 22
		SP:Iteration 1F (25595.450000 sec): 3 clusters
  Score: Raw -37119.915852 + Penalty 2726.595440 = -34393.320413
  nChanged 9
		SP:Iteration 2Q (25595.600000 sec): 3 clusters
  Score: Raw -37181.644912 + Penalty 2726.595440 = -34455.049472
  nChanged 5
		SP:Iteration 3Q (25595.730000 sec): 3 clusters
  Score: Raw -37195.593472 + Penalty 2726.595440 = -34468.998032
  nChanged 2
		SP:Iteration 4Q (25595.880000 sec): 3 clusters
  Score: Raw -37204.801614 + Penalty 2726.595440 = -34478.206174
  nChanged 1
		SP:Iteration 5Q (25596.020000 sec): 3 clusters
  Score: Raw -37207.250220 + Penalty 2726.595440 = -34480.654780
  nChanged 1
		SP:Iteration 6Q (25596.120000 sec): 3 clusters
  Score: Raw -37209.899781 + Penalty 2726.595440 = -34483.304341
  nChanged 0
		SP:Iteration 7F (25596.200000 sec): 3 clusters
  Score: Raw -37209.899781 + Penalty 2726.595440 = -34483.304341
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25596.330000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25596.570000 sec): 3 clusters
  Score: Raw -2507065.231737 + Penalty 4719.526554 = -2502345.705184
  nChanged 5763
		SP:Iteration 1F (25596.790000 sec): 3 clusters
  Score: Raw -2510159.751732 + Penalty 4719.526554 = -2505440.225178
  nChanged 851
		SP:Iteration 2F (25597.040000 sec): 3 clusters
  Score: Raw -2510549.023237 + Penalty 4719.526554 = -2505829.496683
  nChanged 726
		SP:Iteration 3F (25597.290000 sec): 3 clusters
  Score: Raw -2510891.102223 + Penalty 4719.526554 = -2506171.575669
  nChanged 628
		SP:Iteration 4Q (25597.600000 sec): 3 clusters
  Score: Raw -2511179.428346 + Penalty 4719.526554 = -2506459.901793
  nChanged 573
		SP:Iteration 5Q (25597.820000 sec): 3 clusters
  Score: Raw -2511489.361394 + Penalty 4719.526554 = -2506769.834840
  nChanged 599
		SP:Iteration 6Q (25598.070000 sec): 3 clusters
  Score: Raw -2511863.880072 + Penalty 4719.526554 = -2507144.353518
  nChanged 564
		SP:Iteration 7Q (25598.320000 sec): 3 clusters
  Score: Raw -2512262.709750 + Penalty 4719.526554 = -2507543.183196
  nChanged 598
		SP:Iteration 8Q (25598.560000 sec): 3 clusters
  Score: Raw -2512688.722125 + Penalty 4719.526554 = -2507969.195572
  nChanged 555
		SP:Iteration 9Q (25598.840000 sec): 3 clusters
  Score: Raw -2513097.270847 + Penalty 4719.526554 = -2508377.744294
  nChanged 508
		SP:Iteration 10Q (25599.140000 sec): 3 clusters
  Score: Raw -2513510.774254 + Penalty 4719.526554 = -2508791.247700
  nChanged 483
		SP:Iteration 11Q (25599.380000 sec): 3 clusters
  Score: Raw -2513853.440323 + Penalty 4719.526554 = -2509133.913770
  nChanged 384
		SP:Iteration 12Q (25599.590000 sec): 3 clusters
  Score: Raw -2514115.171038 + Penalty 4719.526554 = -2509395.644484
  nChanged 312
		SP:Iteration 13Q (25599.850000 sec): 3 clusters
  Score: Raw -2514298.971635 + Penalty 4719.526554 = -2509579.445081
  nChanged 223
		SP:Iteration 14Q (25600.090000 sec): 3 clusters
  Score: Raw -2514417.238999 + Penalty 4719.526554 = -2509697.712445
  nChanged 189
		SP:Iteration 15Q (25600.280000 sec): 3 clusters
  Score: Raw -2514511.336834 + Penalty 4719.526554 = -2509791.810281
  nChanged 157
		SP:Iteration 16Q (25600.480000 sec): 3 clusters
  Score: Raw -2514580.738394 + Penalty 4719.526554 = -2509861.211840
  nChanged 115
		SP:Iteration 17Q (25600.700000 sec): 3 clusters
  Score: Raw -2514633.788885 + Penalty 4719.526554 = -2509914.262332
  nChanged 102
		SP:Iteration 18Q (25600.960000 sec): 3 clusters
  Score: Raw -2514677.491469 + Penalty 4719.526554 = -2509957.964915
  nChanged 85
		SP:Iteration 19Q (25601.180000 sec): 3 clusters
  Score: Raw -2514708.954517 + Penalty 4719.526554 = -2509989.427963
  nChanged 73
		SP:Iteration 20F (25601.400000 sec): 3 clusters
  Score: Raw -2514737.547269 + Penalty 4719.526554 = -2510018.020715
  nChanged 69
		SP:Iteration 21Q (25601.650000 sec): 3 clusters
  Score: Raw -2514764.091913 + Penalty 4719.526554 = -2510044.565359
  nChanged 66
		SP:Iteration 22Q (25601.850000 sec): 3 clusters
  Score: Raw -2514788.187215 + Penalty 4719.526554 = -2510068.660661
  nChanged 65
		SP:Iteration 23Q (25602.060000 sec): 3 clusters
  Score: Raw -2514815.200836 + Penalty 4719.526554 = -2510095.674282
  nChanged 68
		SP:Iteration 24Q (25602.320000 sec): 3 clusters
  Score: Raw -2514838.076356 + Penalty 4719.526554 = -2510118.549802
  nChanged 50
		SP:Iteration 25Q (25602.560000 sec): 3 clusters
  Score: Raw -2514856.141387 + Penalty 4719.526554 = -2510136.614833
  nChanged 47
		SP:Iteration 26Q (25602.790000 sec): 3 clusters
  Score: Raw -2514873.449083 + Penalty 4719.526554 = -2510153.922529
  nChanged 54
		SP:Iteration 27Q (25602.960000 sec): 3 clusters
  Score: Raw -2514892.108994 + Penalty 4719.526554 = -2510172.582440
  nChanged 43
		SP:Iteration 28Q (25603.190000 sec): 3 clusters
  Score: Raw -2514906.053765 + Penalty 4719.526554 = -2510186.527211
  nChanged 51
		SP:Iteration 29Q (25603.420000 sec): 3 clusters
  Score: Raw -2514922.511747 + Penalty 4719.526554 = -2510202.985193
  nChanged 33
		SP:Iteration 30Q (25603.660000 sec): 3 clusters
  Score: Raw -2514935.914746 + Penalty 4719.526554 = -2510216.388192
  nChanged 37
		SP:Iteration 31Q (25603.880000 sec): 3 clusters
  Score: Raw -2514947.525993 + Penalty 4719.526554 = -2510227.999439
  nChanged 32
		SP:Iteration 32Q (25604.090000 sec): 3 clusters
  Score: Raw -2514957.053507 + Penalty 4719.526554 = -2510237.526953
  nChanged 20
		SP:Iteration 33Q (25604.270000 sec): 3 clusters
  Score: Raw -2514962.666226 + Penalty 4719.526554 = -2510243.139672
  nChanged 16
		SP:Iteration 34Q (25604.500000 sec): 3 clusters
  Score: Raw -2514967.155106 + Penalty 4719.526554 = -2510247.628552
  nChanged 12
		SP:Iteration 35Q (25604.730000 sec): 3 clusters
  Score: Raw -2514969.574959 + Penalty 4719.526554 = -2510250.048405
  nChanged 3
		SP:Iteration 36Q (25604.950000 sec): 3 clusters
  Score: Raw -2514970.422009 + Penalty 4719.526554 = -2510250.895455
  nChanged 6
		SP:Iteration 37Q (25605.160000 sec): 3 clusters
  Score: Raw -2514972.446486 + Penalty 4719.526554 = -2510252.919932
  nChanged 9
		SP:Iteration 38Q (25605.420000 sec): 3 clusters
  Score: Raw -2514975.199381 + Penalty 4719.526554 = -2510255.672827
  nChanged 9
		SP:Iteration 39Q (25605.640000 sec): 3 clusters
  Score: Raw -2514977.595054 + Penalty 4719.526554 = -2510258.068500
  nChanged 6
		SP:Iteration 40F (25605.860000 sec): 3 clusters
  Score: Raw -2514979.714460 + Penalty 4719.526554 = -2510260.187907
  nChanged 19
		SP:Iteration 41Q (25606.110000 sec): 3 clusters
  Score: Raw -2514987.227063 + Penalty 4719.526554 = -2510267.700509
  nChanged 22
		SP:Iteration 42Q (25606.350000 sec): 3 clusters
  Score: Raw -2514993.669044 + Penalty 4719.526554 = -2510274.142490
  nChanged 17
		SP:Iteration 43Q (25606.540000 sec): 3 clusters
  Score: Raw -2515000.702560 + Penalty 4719.526554 = -2510281.176006
  nChanged 24
		SP:Iteration 44Q (25606.770000 sec): 3 clusters
  Score: Raw -2515010.348142 + Penalty 4719.526554 = -2510290.821588
  nChanged 16
		SP:Iteration 45Q (25606.990000 sec): 3 clusters
  Score: Raw -2515016.198342 + Penalty 4719.526554 = -2510296.671788
  nChanged 16
		SP:Iteration 46Q (25607.280000 sec): 3 clusters
  Score: Raw -2515021.870309 + Penalty 4719.526554 = -2510302.343755
  nChanged 11
		SP:Iteration 47Q (25607.510000 sec): 3 clusters
  Score: Raw -2515026.246858 + Penalty 4719.526554 = -2510306.720304
  nChanged 14
		SP:Iteration 48Q (25607.780000 sec): 3 clusters
  Score: Raw -2515033.962105 + Penalty 4719.526554 = -2510314.435551
  nChanged 15
		SP:Iteration 49Q (25608.070000 sec): 3 clusters
  Score: Raw -2515039.106401 + Penalty 4719.526554 = -2510319.579847
  nChanged 17
		SP:Iteration 50Q (25608.320000 sec): 3 clusters
  Score: Raw -2515044.719734 + Penalty 4719.526554 = -2510325.193180
  nChanged 13
		SP:Iteration 51Q (25608.550000 sec): 3 clusters
  Score: Raw -2515048.535242 + Penalty 4719.526554 = -2510329.008689
  nChanged 9
		SP:Iteration 52Q (25608.780000 sec): 3 clusters
  Score: Raw -2515051.089753 + Penalty 4719.526554 = -2510331.563200
  nChanged 6
		SP:Iteration 53Q (25609.020000 sec): 3 clusters
  Score: Raw -2515052.710655 + Penalty 4719.526554 = -2510333.184101
  nChanged 5
		SP:Iteration 54Q (25609.270000 sec): 3 clusters
  Score: Raw -2515054.135550 + Penalty 4719.526554 = -2510334.608996
  nChanged 5
		SP:Iteration 55Q (25609.500000 sec): 3 clusters
  Score: Raw -2515055.601867 + Penalty 4719.526554 = -2510336.075314
  nChanged 4
		SP:Iteration 56Q (25609.730000 sec): 3 clusters
  Score: Raw -2515057.331273 + Penalty 4719.526554 = -2510337.804720
  nChanged 5
		SP:Iteration 57Q (25609.990000 sec): 3 clusters
  Score: Raw -2515059.558650 + Penalty 4719.526554 = -2510340.032097
  nChanged 8
		SP:Iteration 58Q (25610.240000 sec): 3 clusters
  Score: Raw -2515062.888621 + Penalty 4719.526554 = -2510343.362068
  nChanged 6
		SP:Iteration 59Q (25610.490000 sec): 3 clusters
  Score: Raw -2515064.448028 + Penalty 4719.526554 = -2510344.921474
  nChanged 2
		SP:Iteration 60F (25610.720000 sec): 3 clusters
  Score: Raw -2515064.653422 + Penalty 4719.526554 = -2510345.126868
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25611.970000 sec): 2 clusters
  Score: Raw -37624424.867515 + Penalty 3039.505757 = -37621385.361758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25613.560000 sec): 3 clusters
  Score: Raw -37486043.456995 + Penalty 6079.011515 = -37479964.445480
  nChanged 101327
		SP:Iteration 1F (25615.150000 sec): 3 clusters
  Score: Raw -37545683.024349 + Penalty 6079.011515 = -37539604.012834
  nChanged 5634
		SP:Iteration 2Q (25616.990000 sec): 3 clusters
  Score: Raw -37546922.066720 + Penalty 6079.011515 = -37540843.055205
  nChanged 6178
		SP:Iteration 3Q (25618.500000 sec): 3 clusters
  Score: Raw -37548631.637414 + Penalty 6079.011515 = -37542552.625899
  nChanged 7109
		SP:Iteration 4Q (25620.020000 sec): 3 clusters
  Score: Raw -37551217.336810 + Penalty 6079.011515 = -37545138.325295
  nChanged 9035
		SP:Iteration 5Q (25621.660000 sec): 3 clusters
  Score: Raw -37555501.339749 + Penalty 6079.011515 = -37549422.328234
  nChanged 11862
		SP:Iteration 6F (25623.090000 sec): 3 clusters
  Score: Raw -37562647.569710 + Penalty 6079.011515 = -37556568.558195
  nChanged 15221
		SP:Iteration 7F (25624.460000 sec): 3 clusters
  Score: Raw -37573907.988898 + Penalty 6079.011515 = -37567828.977383
  nChanged 17406
		SP:Iteration 8F (25625.820000 sec): 3 clusters
  Score: Raw -37588942.319848 + Penalty 6079.011515 = -37582863.308333
  nChanged 16379
		SP:Iteration 9F (25627.200000 sec): 3 clusters
  Score: Raw -37604249.934111 + Penalty 6079.011515 = -37598170.922596
  nChanged 11728
		SP:Iteration 10F (25628.840000 sec): 3 clusters
  Score: Raw -37615338.431121 + Penalty 6079.011515 = -37609259.419606
  nChanged 6361
		SP:Iteration 11Q (25630.400000 sec): 3 clusters
  Score: Raw -37621228.884694 + Penalty 6079.011515 = -37615149.873179
  nChanged 2546
		SP:Iteration 12Q (25632.110000 sec): 3 clusters
  Score: Raw -37623446.645562 + Penalty 6079.011515 = -37617367.634048
  nChanged 842
		SP:Iteration 13Q (25633.640000 sec): 3 clusters
  Score: Raw -37624182.809870 + Penalty 6079.011515 = -37618103.798355
  nChanged 275
		SP:Iteration 14Q (25635.180000 sec): 3 clusters
  Score: Raw -37624448.229812 + Penalty 6079.011515 = -37618369.218297
  nChanged 112
		SP:Iteration 15Q (25636.910000 sec): 3 clusters
  Score: Raw -37624593.421745 + Penalty 6079.011515 = -37618514.410230
  nChanged 58
		SP:Iteration 16Q (25638.320000 sec): 3 clusters
  Score: Raw -37624673.456478 + Penalty 6079.011515 = -37618594.444963
  nChanged 30
		SP:Iteration 17Q (25639.800000 sec): 3 clusters
  Score: Raw -37624718.023455 + Penalty 6079.011515 = -37618639.011941
  nChanged 14
		SP:Iteration 18Q (25641.380000 sec): 3 clusters
  Score: Raw -37624737.753968 + Penalty 6079.011515 = -37618658.742453
  nChanged 8
		SP:Iteration 19Q (25642.830000 sec): 3 clusters
  Score: Raw -37624747.175457 + Penalty 6079.011515 = -37618668.163943
  nChanged 5
		SP:Iteration 20F (25644.300000 sec): 3 clusters
  Score: Raw -37624753.411958 + Penalty 6079.011515 = -37618674.400443
  nChanged 4
		SP:Iteration 21Q (25645.760000 sec): 3 clusters
  Score: Raw -37624759.127941 + Penalty 6079.011515 = -37618680.116426
  nChanged 1
		SP:Iteration 22Q (25647.120000 sec): 3 clusters
  Score: Raw -37624760.748072 + Penalty 6079.011515 = -37618681.736557
  nChanged 0
		SP:Iteration 23F (25648.700000 sec): 3 clusters
  Score: Raw -37624760.748072 + Penalty 6079.011515 = -37618681.736557
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25648.990000 sec): 2 clusters
  Score: Raw -3608271.265461 + Penalty 2468.306548 = -3605802.958913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25649.320000 sec): 3 clusters
  Score: Raw -3596104.543709 + Penalty 4936.613095 = -3591167.930614
  nChanged 9232
		SP:Iteration 1F (25649.660000 sec): 3 clusters
  Score: Raw -3601567.643260 + Penalty 4936.613095 = -3596631.030165
  nChanged 1558
		SP:Iteration 2F (25650.000000 sec): 3 clusters
  Score: Raw -3602930.349999 + Penalty 4936.613095 = -3597993.736904
  nChanged 1795
		SP:Iteration 3F (25650.290000 sec): 3 clusters
  Score: Raw -3604972.377744 + Penalty 4936.613095 = -3600035.764649
  nChanged 1917
		SP:Iteration 4F (25650.640000 sec): 3 clusters
  Score: Raw -3607076.199095 + Penalty 4936.613095 = -3602139.586000
  nChanged 1695
		SP:Iteration 5F (25650.940000 sec): 3 clusters
  Score: Raw -3608470.483140 + Penalty 4936.613095 = -3603533.870045
  nChanged 1173
		SP:Iteration 6F (25651.260000 sec): 3 clusters
  Score: Raw -3609148.392148 + Penalty 4936.613095 = -3604211.779053
  nChanged 779
		SP:Iteration 7Q (25651.630000 sec): 3 clusters
  Score: Raw -3609471.017973 + Penalty 4936.613095 = -3604534.404878
  nChanged 511
		SP:Iteration 8Q (25651.980000 sec): 3 clusters
  Score: Raw -3609627.872409 + Penalty 4936.613095 = -3604691.259314
  nChanged 365
		SP:Iteration 9Q (25652.330000 sec): 3 clusters
  Score: Raw -3609721.045101 + Penalty 4936.613095 = -3604784.432006
  nChanged 263
		SP:Iteration 10Q (25652.630000 sec): 3 clusters
  Score: Raw -3609781.893967 + Penalty 4936.613095 = -3604845.280872
  nChanged 222
		SP:Iteration 11Q (25652.930000 sec): 3 clusters
  Score: Raw -3609828.862346 + Penalty 4936.613095 = -3604892.249251
  nChanged 220
		SP:Iteration 12Q (25653.200000 sec): 3 clusters
  Score: Raw -3609878.439257 + Penalty 4936.613095 = -3604941.826162
  nChanged 223
		SP:Iteration 13Q (25653.540000 sec): 3 clusters
  Score: Raw -3609927.713382 + Penalty 4936.613095 = -3604991.100287
  nChanged 217
		SP:Iteration 14Q (25653.890000 sec): 3 clusters
  Score: Raw -3609970.689266 + Penalty 4936.613095 = -3605034.076171
  nChanged 207
		SP:Iteration 15Q (25654.200000 sec): 3 clusters
  Score: Raw -3610013.737988 + Penalty 4936.613095 = -3605077.124893
  nChanged 214
		SP:Iteration 16Q (25654.500000 sec): 3 clusters
  Score: Raw -3610057.412847 + Penalty 4936.613095 = -3605120.799752
  nChanged 215
		SP:Iteration 17Q (25654.770000 sec): 3 clusters
  Score: Raw -3610101.008298 + Penalty 4936.613095 = -3605164.395203
  nChanged 211
		SP:Iteration 18Q (25655.130000 sec): 3 clusters
  Score: Raw -3610144.570745 + Penalty 4936.613095 = -3605207.957650
  nChanged 192
		SP:Iteration 19Q (25655.360000 sec): 3 clusters
  Score: Raw -3610182.963052 + Penalty 4936.613095 = -3605246.349957
  nChanged 177
		SP:Iteration 20F (25655.680000 sec): 3 clusters
  Score: Raw -3610217.689918 + Penalty 4936.613095 = -3605281.076822
  nChanged 176
		SP:Iteration 21Q (25655.970000 sec): 3 clusters
  Score: Raw -3610248.920870 + Penalty 4936.613095 = -3605312.307775
  nChanged 157
		SP:Iteration 22Q (25656.330000 sec): 3 clusters
  Score: Raw -3610277.210495 + Penalty 4936.613095 = -3605340.597400
  nChanged 154
		SP:Iteration 23Q (25656.620000 sec): 3 clusters
  Score: Raw -3610302.404797 + Penalty 4936.613095 = -3605365.791702
  nChanged 126
		SP:Iteration 24Q (25656.960000 sec): 3 clusters
  Score: Raw -3610322.386989 + Penalty 4936.613095 = -3605385.773894
  nChanged 127
		SP:Iteration 25Q (25657.340000 sec): 3 clusters
  Score: Raw -3610345.740892 + Penalty 4936.613095 = -3605409.127797
  nChanged 124
		SP:Iteration 26Q (25657.640000 sec): 3 clusters
  Score: Raw -3610368.374655 + Penalty 4936.613095 = -3605431.761560
  nChanged 105
		SP:Iteration 27Q (25657.980000 sec): 3 clusters
  Score: Raw -3610386.433030 + Penalty 4936.613095 = -3605449.819935
  nChanged 112
		SP:Iteration 28Q (25658.320000 sec): 3 clusters
  Score: Raw -3610404.525108 + Penalty 4936.613095 = -3605467.912013
  nChanged 106
		SP:Iteration 29Q (25658.610000 sec): 3 clusters
  Score: Raw -3610420.917272 + Penalty 4936.613095 = -3605484.304177
  nChanged 85
		SP:Iteration 30Q (25658.920000 sec): 3 clusters
  Score: Raw -3610435.108356 + Penalty 4936.613095 = -3605498.495261
  nChanged 90
		SP:Iteration 31Q (25659.140000 sec): 3 clusters
  Score: Raw -3610450.276617 + Penalty 4936.613095 = -3605513.663521
  nChanged 71
		SP:Iteration 32Q (25659.460000 sec): 3 clusters
  Score: Raw -3610460.673213 + Penalty 4936.613095 = -3605524.060118
  nChanged 72
		SP:Iteration 33Q (25659.750000 sec): 3 clusters
  Score: Raw -3610469.778688 + Penalty 4936.613095 = -3605533.165593
  nChanged 60
		SP:Iteration 34Q (25660.090000 sec): 3 clusters
  Score: Raw -3610476.500542 + Penalty 4936.613095 = -3605539.887447
  nChanged 51
		SP:Iteration 35Q (25660.410000 sec): 3 clusters
  Score: Raw -3610482.496177 + Penalty 4936.613095 = -3605545.883082
  nChanged 42
		SP:Iteration 36Q (25660.770000 sec): 3 clusters
  Score: Raw -3610486.791519 + Penalty 4936.613095 = -3605550.178424
  nChanged 31
		SP:Iteration 37Q (25661.060000 sec): 3 clusters
  Score: Raw -3610490.651490 + Penalty 4936.613095 = -3605554.038395
  nChanged 38
		SP:Iteration 38Q (25661.420000 sec): 3 clusters
  Score: Raw -3610494.851419 + Penalty 4936.613095 = -3605558.238324
  nChanged 34
		SP:Iteration 39Q (25661.750000 sec): 3 clusters
  Score: Raw -3610498.403456 + Penalty 4936.613095 = -3605561.790361
  nChanged 26
		SP:Iteration 40F (25662.090000 sec): 3 clusters
  Score: Raw -3610501.058353 + Penalty 4936.613095 = -3605564.445258
  nChanged 24
		SP:Iteration 41Q (25662.430000 sec): 3 clusters
  Score: Raw -3610503.675890 + Penalty 4936.613095 = -3605567.062795
  nChanged 26
		SP:Iteration 42Q (25662.720000 sec): 3 clusters
  Score: Raw -3610506.276306 + Penalty 4936.613095 = -3605569.663211
  nChanged 24
		SP:Iteration 43Q (25662.970000 sec): 3 clusters
  Score: Raw -3610508.234478 + Penalty 4936.613095 = -3605571.621383
  nChanged 23
		SP:Iteration 44Q (25663.290000 sec): 3 clusters
  Score: Raw -3610510.256866 + Penalty 4936.613095 = -3605573.643771
  nChanged 15
		SP:Iteration 45Q (25663.530000 sec): 3 clusters
  Score: Raw -3610511.588797 + Penalty 4936.613095 = -3605574.975702
  nChanged 13
		SP:Iteration 46Q (25663.860000 sec): 3 clusters
  Score: Raw -3610512.731745 + Penalty 4936.613095 = -3605576.118649
  nChanged 17
		SP:Iteration 47Q (25664.120000 sec): 3 clusters
  Score: Raw -3610514.389846 + Penalty 4936.613095 = -3605577.776751
  nChanged 16
		SP:Iteration 48Q (25664.440000 sec): 3 clusters
  Score: Raw -3610515.956373 + Penalty 4936.613095 = -3605579.343278
  nChanged 12
		SP:Iteration 49Q (25664.730000 sec): 3 clusters
  Score: Raw -3610517.105270 + Penalty 4936.613095 = -3605580.492175
  nChanged 10
		SP:Iteration 50Q (25664.990000 sec): 3 clusters
  Score: Raw -3610517.782587 + Penalty 4936.613095 = -3605581.169492
  nChanged 3
		SP:Iteration 51Q (25665.310000 sec): 3 clusters
  Score: Raw -3610517.948333 + Penalty 4936.613095 = -3605581.335238
  nChanged 4
		SP:Iteration 52Q (25665.570000 sec): 3 clusters
  Score: Raw -3610518.182809 + Penalty 4936.613095 = -3605581.569714
  nChanged 4
		SP:Iteration 53Q (25665.880000 sec): 3 clusters
  Score: Raw -3610518.439001 + Penalty 4936.613095 = -3605581.825906
  nChanged 2
		SP:Iteration 54Q (25666.130000 sec): 3 clusters
  Score: Raw -3610518.534530 + Penalty 4936.613095 = -3605581.921435
  nChanged 4
		SP:Iteration 55Q (25666.470000 sec): 3 clusters
  Score: Raw -3610518.764752 + Penalty 4936.613095 = -3605582.151657
  nChanged 5
		SP:Iteration 56Q (25666.780000 sec): 3 clusters
  Score: Raw -3610519.277454 + Penalty 4936.613095 = -3605582.664359
  nChanged 9
		SP:Iteration 57Q (25667.100000 sec): 3 clusters
  Score: Raw -3610519.983557 + Penalty 4936.613095 = -3605583.370462
  nChanged 6
		SP:Iteration 58Q (25667.440000 sec): 3 clusters
  Score: Raw -3610520.354358 + Penalty 4936.613095 = -3605583.741263
  nChanged 5
		SP:Iteration 59Q (25667.690000 sec): 3 clusters
  Score: Raw -3610520.735086 + Penalty 4936.613095 = -3605584.121991
  nChanged 3
		SP:Iteration 60F (25668.000000 sec): 3 clusters
  Score: Raw -3610520.882631 + Penalty 4936.613095 = -3605584.269536
  nChanged 1
		SP:Iteration 61Q (25668.320000 sec): 3 clusters
  Score: Raw -3610520.918370 + Penalty 4936.613095 = -3605584.305275
  nChanged 2
		SP:Iteration 62Q (25668.650000 sec): 3 clusters
  Score: Raw -3610521.014248 + Penalty 4936.613095 = -3605584.401153
  nChanged 2
		SP:Iteration 63Q (25668.910000 sec): 3 clusters
  Score: Raw -3610521.180020 + Penalty 4936.613095 = -3605584.566925
  nChanged 5
		SP:Iteration 64Q (25669.200000 sec): 3 clusters
  Score: Raw -3610521.490426 + Penalty 4936.613095 = -3605584.877331
  nChanged 3
		SP:Iteration 65Q (25669.510000 sec): 3 clusters
  Score: Raw -3610521.742539 + Penalty 4936.613095 = -3605585.129444
  nChanged 5
		SP:Iteration 66Q (25669.820000 sec): 3 clusters
  Score: Raw -3610522.204185 + Penalty 4936.613095 = -3605585.591090
  nChanged 6
		SP:Iteration 67Q (25670.130000 sec): 3 clusters
  Score: Raw -3610522.620974 + Penalty 4936.613095 = -3605586.007878
  nChanged 3
		SP:Iteration 68Q (25670.440000 sec): 3 clusters
  Score: Raw -3610522.841708 + Penalty 4936.613095 = -3605586.228613
  nChanged 4
		SP:Iteration 69Q (25670.780000 sec): 3 clusters
  Score: Raw -3610523.032992 + Penalty 4936.613095 = -3605586.419897
  nChanged 4
		SP:Iteration 70Q (25671.070000 sec): 3 clusters
  Score: Raw -3610523.287388 + Penalty 4936.613095 = -3605586.674293
  nChanged 2
		SP:Iteration 71Q (25671.330000 sec): 3 clusters
  Score: Raw -3610523.614637 + Penalty 4936.613095 = -3605587.001542
  nChanged 1
		SP:Iteration 72Q (25671.640000 sec): 3 clusters
  Score: Raw -3610523.678839 + Penalty 4936.613095 = -3605587.065744
  nChanged 2
		SP:Iteration 73Q (25671.900000 sec): 3 clusters
  Score: Raw -3610523.749715 + Penalty 4936.613095 = -3605587.136620
  nChanged 1
		SP:Iteration 74Q (25672.260000 sec): 3 clusters
  Score: Raw -3610523.787862 + Penalty 4936.613095 = -3605587.174767
  nChanged 2
		SP:Iteration 75Q (25672.570000 sec): 3 clusters
  Score: Raw -3610523.960018 + Penalty 4936.613095 = -3605587.346923
  nChanged 5
		SP:Iteration 76Q (25672.910000 sec): 3 clusters
  Score: Raw -3610524.377156 + Penalty 4936.613095 = -3605587.764061
  nChanged 7
		SP:Iteration 77Q (25673.300000 sec): 3 clusters
  Score: Raw -3610524.902720 + Penalty 4936.613095 = -3605588.289625
  nChanged 8
		SP:Iteration 78Q (25673.620000 sec): 3 clusters
  Score: Raw -3610525.484515 + Penalty 4936.613095 = -3605588.871420
  nChanged 4
		SP:Iteration 79Q (25673.930000 sec): 3 clusters
  Score: Raw -3610525.802782 + Penalty 4936.613095 = -3605589.189687
  nChanged 3
		SP:Iteration 80F (25674.260000 sec): 3 clusters
  Score: Raw -3610525.886878 + Penalty 4936.613095 = -3605589.273783
  nChanged 1
		SP:Iteration 81Q (25674.580000 sec): 3 clusters
  Score: Raw -3610525.933004 + Penalty 4936.613095 = -3605589.319909
  nChanged 1
		SP:Iteration 82Q (25674.890000 sec): 3 clusters
  Score: Raw -3610525.979372 + Penalty 4936.613095 = -3605589.366277
  nChanged 2
		SP:Iteration 83Q (25675.170000 sec): 3 clusters
  Score: Raw -3610526.075712 + Penalty 4936.613095 = -3605589.462617
  nChanged 3
		SP:Iteration 84Q (25675.480000 sec): 3 clusters
  Score: Raw -3610526.218378 + Penalty 4936.613095 = -3605589.605282
  nChanged 2
		SP:Iteration 85Q (25675.820000 sec): 3 clusters
  Score: Raw -3610526.424237 + Penalty 4936.613095 = -3605589.811141
  nChanged 1
		SP:Iteration 86Q (25676.130000 sec): 3 clusters
  Score: Raw -3610526.496255 + Penalty 4936.613095 = -3605589.883160
  nChanged 2
		SP:Iteration 87Q (25676.400000 sec): 3 clusters
  Score: Raw -3610526.592178 + Penalty 4936.613095 = -3605589.979083
  nChanged 0
		SP:Iteration 88F (25676.760000 sec): 3 clusters
  Score: Raw -3610526.592178 + Penalty 4936.613095 = -3605589.979083
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25677.340000 sec): 2 clusters
  Score: Raw -17104185.888015 + Penalty 2845.148818 = -17101340.739197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25678.070000 sec): 3 clusters
  Score: Raw -17042605.165259 + Penalty 5690.297636 = -17036914.867622
  nChanged 45357
		SP:Iteration 1F (25678.880000 sec): 3 clusters
  Score: Raw -17068460.441947 + Penalty 5690.297636 = -17062770.144310
  nChanged 2999
		SP:Iteration 2Q (25679.760000 sec): 3 clusters
  Score: Raw -17069136.574999 + Penalty 5690.297636 = -17063446.277363
  nChanged 3166
		SP:Iteration 3Q (25680.670000 sec): 3 clusters
  Score: Raw -17069998.476030 + Penalty 5690.297636 = -17064308.178394
  nChanged 3676
		SP:Iteration 4Q (25681.540000 sec): 3 clusters
  Score: Raw -17071293.915348 + Penalty 5690.297636 = -17065603.617711
  nChanged 4761
		SP:Iteration 5Q (25682.370000 sec): 3 clusters
  Score: Raw -17073561.944721 + Penalty 5690.297636 = -17067871.647085
  nChanged 6450
		SP:Iteration 6F (25683.270000 sec): 3 clusters
  Score: Raw -17077697.518770 + Penalty 5690.297636 = -17072007.221134
  nChanged 8297
		SP:Iteration 7F (25684.100000 sec): 3 clusters
  Score: Raw -17084594.088705 + Penalty 5690.297636 = -17078903.791068
  nChanged 8861
		SP:Iteration 8F (25684.920000 sec): 3 clusters
  Score: Raw -17093372.323111 + Penalty 5690.297636 = -17087682.025475
  nChanged 6641
		SP:Iteration 9F (25685.690000 sec): 3 clusters
  Score: Raw -17100279.687055 + Penalty 5690.297636 = -17094589.389418
  nChanged 2995
		SP:Iteration 10Q (25686.590000 sec): 3 clusters
  Score: Raw -17103263.794050 + Penalty 5690.297636 = -17097573.496414
  nChanged 808
		SP:Iteration 11Q (25687.390000 sec): 3 clusters
  Score: Raw -17104066.627726 + Penalty 5690.297636 = -17098376.330090
  nChanged 173
		SP:Iteration 12Q (25688.200000 sec): 3 clusters
  Score: Raw -17104287.801008 + Penalty 5690.297636 = -17098597.503372
  nChanged 45
		SP:Iteration 13Q (25689.030000 sec): 3 clusters
  Score: Raw -17104372.184123 + Penalty 5690.297636 = -17098681.886487
  nChanged 18
		SP:Iteration 14Q (25689.750000 sec): 3 clusters
  Score: Raw -17104395.788646 + Penalty 5690.297636 = -17098705.491010
  nChanged 11
		SP:Iteration 15Q (25690.600000 sec): 3 clusters
  Score: Raw -17104417.653364 + Penalty 5690.297636 = -17098727.355728
  nChanged 7
		SP:Iteration 16Q (25691.370000 sec): 3 clusters
  Score: Raw -17104432.146898 + Penalty 5690.297636 = -17098741.849261
  nChanged 5
		SP:Iteration 17Q (25692.120000 sec): 3 clusters
  Score: Raw -17104442.643600 + Penalty 5690.297636 = -17098752.345963
  nChanged 3
		SP:Iteration 18Q (25692.920000 sec): 3 clusters
  Score: Raw -17104448.819813 + Penalty 5690.297636 = -17098758.522176
  nChanged 1
		SP:Iteration 19Q (25693.680000 sec): 3 clusters
  Score: Raw -17104451.210709 + Penalty 5690.297636 = -17098760.913073
  nChanged 2
		SP:Iteration 20F (25694.440000 sec): 3 clusters
  Score: Raw -17104452.613879 + Penalty 5690.297636 = -17098762.316242
  nChanged 1
		SP:Iteration 21Q (25695.140000 sec): 3 clusters
  Score: Raw -17104453.815722 + Penalty 5690.297636 = -17098763.518085
  nChanged 0
		SP:Iteration 22F (25695.930000 sec): 3 clusters
  Score: Raw -17104453.815722 + Penalty 5690.297636 = -17098763.518085
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25696.060000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25696.250000 sec): 3 clusters
  Score: Raw -82607.066097 + Penalty 3110.410262 = -79496.655835
  nChanged 88
		SP:Iteration 1F (25696.470000 sec): 3 clusters
  Score: Raw -82802.726577 + Penalty 3110.410262 = -79692.316315
  nChanged 27
		SP:Iteration 2F (25696.650000 sec): 3 clusters
  Score: Raw -82865.865894 + Penalty 3110.410262 = -79755.455632
  nChanged 9
		SP:Iteration 3Q (25696.820000 sec): 3 clusters
  Score: Raw -82885.126301 + Penalty 3110.410262 = -79774.716039
  nChanged 5
		SP:Iteration 4Q (25696.960000 sec): 3 clusters
  Score: Raw -82893.722261 + Penalty 3110.410262 = -79783.311998
  nChanged 1
		SP:Iteration 5Q (25697.090000 sec): 3 clusters
  Score: Raw -82896.534769 + Penalty 3110.410262 = -79786.124506
  nChanged 1
		SP:Iteration 6Q (25697.230000 sec): 3 clusters
  Score: Raw -82897.321488 + Penalty 3110.410262 = -79786.911226
  nChanged 1
		SP:Iteration 7Q (25697.360000 sec): 3 clusters
  Score: Raw -82898.820911 + Penalty 3110.410262 = -79788.410649
  nChanged 1
		SP:Iteration 8Q (25697.500000 sec): 3 clusters
  Score: Raw -82901.842378 + Penalty 3110.410262 = -79791.432116
  nChanged 1
		SP:Iteration 9Q (25697.610000 sec): 3 clusters
  Score: Raw -82905.791182 + Penalty 3110.410262 = -79795.380920
  nChanged 0
		SP:Iteration 10F (25697.810000 sec): 3 clusters
  Score: Raw -82905.791182 + Penalty 3110.410262 = -79795.380920
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25697.910000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25698.090000 sec): 3 clusters
  Score: Raw -34398.914562 + Penalty 2645.028521 = -31753.886041
  nChanged 23
		SP:Iteration 1F (25698.250000 sec): 3 clusters
  Score: Raw -34480.323485 + Penalty 2645.028521 = -31835.294963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25698.330000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25698.500000 sec): 3 clusters
  Score: Raw -18248.564215 + Penalty 2331.438261 = -15917.125953
  nChanged 1
		SP:Iteration 1Q (25698.660000 sec): 3 clusters
  Score: Raw -18267.778349 + Penalty 2331.438261 = -15936.340088
  nChanged 0
		SP:Iteration 2F (25698.830000 sec): 3 clusters
  Score: Raw -18267.778349 + Penalty 2331.438261 = -15936.340088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25698.920000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25699.170000 sec): 3 clusters
  Score: Raw -79111.144553 + Penalty 3061.163496 = -76049.981057
  nChanged 80
		SP:Iteration 1F (25699.340000 sec): 3 clusters
  Score: Raw -79267.298758 + Penalty 3061.163496 = -76206.135261
  nChanged 21
		SP:Iteration 2Q (25699.500000 sec): 3 clusters
  Score: Raw -79312.783589 + Penalty 3061.163496 = -76251.620093
  nChanged 8
		SP:Iteration 3Q (25699.640000 sec): 3 clusters
  Score: Raw -79333.493569 + Penalty 3061.163496 = -76272.330073
  nChanged 1
		SP:Iteration 4Q (25699.840000 sec): 3 clusters
  Score: Raw -79335.153738 + Penalty 3061.163496 = -76273.990241
  nChanged 0
		SP:Iteration 5F (25699.960000 sec): 3 clusters
  Score: Raw -79335.153738 + Penalty 3061.163496 = -76273.990241
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25700.030000 sec): 2 clusters
  Score: Raw -129000.292227 + Penalty 1641.778155 = -127358.514072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25700.220000 sec): 3 clusters
  Score: Raw -128898.161551 + Penalty 3283.556310 = -125614.605240
  nChanged 168
		SP:Iteration 1F (25700.400000 sec): 3 clusters
  Score: Raw -129150.827930 + Penalty 3283.556310 = -125867.271620
  nChanged 47
		SP:Iteration 2F (25700.550000 sec): 3 clusters
  Score: Raw -129231.735437 + Penalty 3283.556310 = -125948.179127
  nChanged 23
		SP:Iteration 3Q (25700.680000 sec): 3 clusters
  Score: Raw -129287.776604 + Penalty 3283.556310 = -126004.220294
  nChanged 19
		SP:Iteration 4Q (25700.810000 sec): 3 clusters
  Score: Raw -129328.078959 + Penalty 3283.556310 = -126044.522649
  nChanged 11
		SP:Iteration 5Q (25700.940000 sec): 3 clusters
  Score: Raw -129346.828290 + Penalty 3283.556310 = -126063.271979
  nChanged 8
		SP:Iteration 6Q (25701.160000 sec): 3 clusters
  Score: Raw -129363.484208 + Penalty 3283.556310 = -126079.927898
  nChanged 12
		SP:Iteration 7Q (25701.240000 sec): 3 clusters
  Score: Raw -129385.006666 + Penalty 3283.556310 = -126101.450356
  nChanged 8
		SP:Iteration 8Q (25701.390000 sec): 3 clusters
  Score: Raw -129398.947742 + Penalty 3283.556310 = -126115.391432
  nChanged 9
		SP:Iteration 9Q (25701.520000 sec): 3 clusters
  Score: Raw -129414.939529 + Penalty 3283.556310 = -126131.383218
  nChanged 9
		SP:Iteration 10Q (25701.660000 sec): 3 clusters
  Score: Raw -129435.145301 + Penalty 3283.556310 = -126151.588991
  nChanged 10
		SP:Iteration 11Q (25701.810000 sec): 3 clusters
  Score: Raw -129448.768812 + Penalty 3283.556310 = -126165.212501
  nChanged 8
		SP:Iteration 12Q (25702.040000 sec): 3 clusters
  Score: Raw -129465.510623 + Penalty 3283.556310 = -126181.954313
  nChanged 2
		SP:Iteration 13Q (25702.160000 sec): 3 clusters
  Score: Raw -129469.732936 + Penalty 3283.556310 = -126186.176626
  nChanged 3
		SP:Iteration 14Q (25702.280000 sec): 3 clusters
  Score: Raw -129472.871470 + Penalty 3283.556310 = -126189.315160
  nChanged 0
		SP:Iteration 15F (25702.420000 sec): 3 clusters
  Score: Raw -129472.871470 + Penalty 3283.556310 = -126189.315160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25702.470000 sec): 2 clusters
  Score: Raw -20812.607742 + Penalty 1322.514261 = -19490.093481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25702.620000 sec): 3 clusters
  Score: Raw -21120.433122 + Penalty 2645.028521 = -18475.404600
  nChanged 26
		SP:Iteration 1F (25702.810000 sec): 3 clusters
  Score: Raw -21246.863899 + Penalty 2645.028521 = -18601.835377
  nChanged 11
		SP:Iteration 2F (25702.930000 sec): 3 clusters
  Score: Raw -21284.114224 + Penalty 2645.028521 = -18639.085703
  nChanged 3
		SP:Iteration 3Q (25703.100000 sec): 3 clusters
  Score: Raw -21298.568046 + Penalty 2645.028521 = -18653.539525
  nChanged 1
		SP:Iteration 4Q (25703.220000 sec): 3 clusters
  Score: Raw -21300.476949 + Penalty 2645.028521 = -18655.448427
  nChanged 0
		SP:Iteration 5F (25703.390000 sec): 3 clusters
  Score: Raw -21300.476949 + Penalty 2645.028521 = -18655.448427
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25703.510000 sec): 2 clusters
  Score: Raw -135016.210674 + Penalty 1645.714746 = -133370.495928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25703.730000 sec): 3 clusters
  Score: Raw -134884.060161 + Penalty 3291.429492 = -131592.630669
  nChanged 168
		SP:Iteration 1F (25703.880000 sec): 3 clusters
  Score: Raw -135091.367705 + Penalty 3291.429492 = -131799.938214
  nChanged 47
		SP:Iteration 2F (25704.050000 sec): 3 clusters
  Score: Raw -135173.912504 + Penalty 3291.429492 = -131882.483012
  nChanged 26
		SP:Iteration 3Q (25704.240000 sec): 3 clusters
  Score: Raw -135220.183634 + Penalty 3291.429492 = -131928.754143
  nChanged 11
		SP:Iteration 4Q (25704.400000 sec): 3 clusters
  Score: Raw -135241.229262 + Penalty 3291.429492 = -131949.799771
  nChanged 10
		SP:Iteration 5Q (25704.520000 sec): 3 clusters
  Score: Raw -135258.417838 + Penalty 3291.429492 = -131966.988347
  nChanged 6
		SP:Iteration 6Q (25704.660000 sec): 3 clusters
  Score: Raw -135269.737367 + Penalty 3291.429492 = -131978.307876
  nChanged 5
		SP:Iteration 7Q (25704.800000 sec): 3 clusters
  Score: Raw -135280.402465 + Penalty 3291.429492 = -131988.972974
  nChanged 7
		SP:Iteration 8Q (25704.980000 sec): 3 clusters
  Score: Raw -135291.922314 + Penalty 3291.429492 = -132000.492822
  nChanged 2
		SP:Iteration 9Q (25705.100000 sec): 3 clusters
  Score: Raw -135294.266245 + Penalty 3291.429492 = -132002.836754
  nChanged 0
		SP:Iteration 10F (25705.230000 sec): 3 clusters
  Score: Raw -135294.266245 + Penalty 3291.429492 = -132002.836754
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25705.300000 sec): 2 clusters
  Score: Raw -270517.272324 + Penalty 1823.087240 = -268694.185084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25705.480000 sec): 3 clusters
  Score: Raw -269998.124174 + Penalty 3646.174480 = -266351.949693
  nChanged 491
		SP:Iteration 1F (25705.630000 sec): 3 clusters
  Score: Raw -270407.698963 + Penalty 3646.174480 = -266761.524483
  nChanged 116
		SP:Iteration 2F (25705.780000 sec): 3 clusters
  Score: Raw -270521.109450 + Penalty 3646.174480 = -266874.934970
  nChanged 58
		SP:Iteration 3Q (25705.890000 sec): 3 clusters
  Score: Raw -270588.269442 + Penalty 3646.174480 = -266942.094962
  nChanged 46
		SP:Iteration 4Q (25706.020000 sec): 3 clusters
  Score: Raw -270636.425058 + Penalty 3646.174480 = -266990.250578
  nChanged 38
		SP:Iteration 5Q (25706.170000 sec): 3 clusters
  Score: Raw -270689.200767 + Penalty 3646.174480 = -267043.026287
  nChanged 44
		SP:Iteration 6Q (25706.300000 sec): 3 clusters
  Score: Raw -270752.713946 + Penalty 3646.174480 = -267106.539466
  nChanged 43
		SP:Iteration 7Q (25706.500000 sec): 3 clusters
  Score: Raw -270817.163698 + Penalty 3646.174480 = -267170.989218
  nChanged 51
		SP:Iteration 8Q (25706.660000 sec): 3 clusters
  Score: Raw -270893.132642 + Penalty 3646.174480 = -267246.958162
  nChanged 53
		SP:Iteration 9Q (25706.810000 sec): 3 clusters
  Score: Raw -270961.894397 + Penalty 3646.174480 = -267315.719916
  nChanged 57
		SP:Iteration 10Q (25707.000000 sec): 3 clusters
  Score: Raw -271037.240324 + Penalty 3646.174480 = -267391.065844
  nChanged 40
		SP:Iteration 11Q (25707.100000 sec): 3 clusters
  Score: Raw -271092.103137 + Penalty 3646.174480 = -267445.928656
  nChanged 40
		SP:Iteration 12Q (25707.230000 sec): 3 clusters
  Score: Raw -271155.443201 + Penalty 3646.174480 = -267509.268720
  nChanged 46
		SP:Iteration 13Q (25707.380000 sec): 3 clusters
  Score: Raw -271222.096421 + Penalty 3646.174480 = -267575.921941
  nChanged 31
		SP:Iteration 14Q (25707.520000 sec): 3 clusters
  Score: Raw -271271.150159 + Penalty 3646.174480 = -267624.975678
  nChanged 23
		SP:Iteration 15Q (25707.660000 sec): 3 clusters
  Score: Raw -271304.432590 + Penalty 3646.174480 = -267658.258110
  nChanged 26
		SP:Iteration 16Q (25707.810000 sec): 3 clusters
  Score: Raw -271337.721144 + Penalty 3646.174480 = -267691.546664
  nChanged 20
		SP:Iteration 17Q (25707.960000 sec): 3 clusters
  Score: Raw -271352.650030 + Penalty 3646.174480 = -267706.475550
  nChanged 12
		SP:Iteration 18Q (25708.110000 sec): 3 clusters
  Score: Raw -271364.967318 + Penalty 3646.174480 = -267718.792837
  nChanged 8
		SP:Iteration 19Q (25708.250000 sec): 3 clusters
  Score: Raw -271376.089847 + Penalty 3646.174480 = -267729.915367
  nChanged 9
		SP:Iteration 20F (25708.400000 sec): 3 clusters
  Score: Raw -271385.578568 + Penalty 3646.174480 = -267739.404088
  nChanged 9
		SP:Iteration 21Q (25708.540000 sec): 3 clusters
  Score: Raw -271402.570175 + Penalty 3646.174480 = -267756.395694
  nChanged 5
		SP:Iteration 22Q (25708.770000 sec): 3 clusters
  Score: Raw -271408.779423 + Penalty 3646.174480 = -267762.604943
  nChanged 6
		SP:Iteration 23Q (25708.960000 sec): 3 clusters
  Score: Raw -271413.539277 + Penalty 3646.174480 = -267767.364796
  nChanged 1
		SP:Iteration 24Q (25709.080000 sec): 3 clusters
  Score: Raw -271414.332866 + Penalty 3646.174480 = -267768.158386
  nChanged 0
		SP:Iteration 25F (25709.250000 sec): 3 clusters
  Score: Raw -271414.332866 + Penalty 3646.174480 = -267768.158386
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25709.320000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25709.480000 sec): 3 clusters
  Score: Raw -59975.029400 + Penalty 2975.472535 = -56999.556866
  nChanged 78
		SP:Iteration 1F (25709.620000 sec): 3 clusters
  Score: Raw -60163.391414 + Penalty 2975.472535 = -57187.918879
  nChanged 21
		SP:Iteration 2F (25709.890000 sec): 3 clusters
  Score: Raw -60223.315718 + Penalty 2975.472535 = -57247.843183
  nChanged 12
		SP:Iteration 3Q (25710.060000 sec): 3 clusters
  Score: Raw -60277.606407 + Penalty 2975.472535 = -57302.133872
  nChanged 16
		SP:Iteration 4Q (25710.280000 sec): 3 clusters
  Score: Raw -60364.363696 + Penalty 2975.472535 = -57388.891161
  nChanged 15
		SP:Iteration 5Q (25710.440000 sec): 3 clusters
  Score: Raw -60465.471446 + Penalty 2975.472535 = -57489.998912
  nChanged 12
		SP:Iteration 6Q (25710.580000 sec): 3 clusters
  Score: Raw -60503.477120 + Penalty 2975.472535 = -57528.004586
  nChanged 6
		SP:Iteration 7Q (25710.740000 sec): 3 clusters
  Score: Raw -60531.840793 + Penalty 2975.472535 = -57556.368258
  nChanged 6
		SP:Iteration 8Q (25710.910000 sec): 3 clusters
  Score: Raw -60548.662604 + Penalty 2975.472535 = -57573.190069
  nChanged 1
		SP:Iteration 9Q (25711.120000 sec): 3 clusters
  Score: Raw -60552.764082 + Penalty 2975.472535 = -57577.291547
  nChanged 1
		SP:Iteration 10Q (25711.290000 sec): 3 clusters
  Score: Raw -60562.306010 + Penalty 2975.472535 = -57586.833476
  nChanged 0
		SP:Iteration 11F (25711.430000 sec): 3 clusters
  Score: Raw -60562.306010 + Penalty 2975.472535 = -57586.833476
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25711.540000 sec): 2 clusters
  Score: Raw -187019.643125 + Penalty 1744.090817 = -185275.552309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25711.710000 sec): 3 clusters
  Score: Raw -186736.665353 + Penalty 3488.181633 = -183248.483719
  nChanged 271
		SP:Iteration 1F (25711.830000 sec): 3 clusters
  Score: Raw -187027.905775 + Penalty 3488.181633 = -183539.724142
  nChanged 70
		SP:Iteration 2F (25712.020000 sec): 3 clusters
  Score: Raw -187170.829902 + Penalty 3488.181633 = -183682.648268
  nChanged 64
		SP:Iteration 3F (25712.150000 sec): 3 clusters
  Score: Raw -187283.967110 + Penalty 3488.181633 = -183795.785476
  nChanged 46
		SP:Iteration 4Q (25712.290000 sec): 3 clusters
  Score: Raw -187387.255128 + Penalty 3488.181633 = -183899.073495
  nChanged 52
		SP:Iteration 5Q (25712.490000 sec): 3 clusters
  Score: Raw -187524.289347 + Penalty 3488.181633 = -184036.107713
  nChanged 41
		SP:Iteration 6Q (25712.660000 sec): 3 clusters
  Score: Raw -187602.465762 + Penalty 3488.181633 = -184114.284128
  nChanged 39
		SP:Iteration 7Q (25712.780000 sec): 3 clusters
  Score: Raw -187668.313611 + Penalty 3488.181633 = -184180.131977
  nChanged 33
		SP:Iteration 8Q (25712.910000 sec): 3 clusters
  Score: Raw -187723.278271 + Penalty 3488.181633 = -184235.096637
  nChanged 24
		SP:Iteration 9Q (25713.060000 sec): 3 clusters
  Score: Raw -187763.062816 + Penalty 3488.181633 = -184274.881182
  nChanged 21
		SP:Iteration 10Q (25713.220000 sec): 3 clusters
  Score: Raw -187786.849318 + Penalty 3488.181633 = -184298.667685
  nChanged 14
		SP:Iteration 11Q (25713.310000 sec): 3 clusters
  Score: Raw -187806.466294 + Penalty 3488.181633 = -184318.284660
  nChanged 6
		SP:Iteration 12Q (25713.450000 sec): 3 clusters
  Score: Raw -187814.792851 + Penalty 3488.181633 = -184326.611217
  nChanged 4
		SP:Iteration 13Q (25713.590000 sec): 3 clusters
  Score: Raw -187818.326050 + Penalty 3488.181633 = -184330.144417
  nChanged 3
		SP:Iteration 14Q (25713.720000 sec): 3 clusters
  Score: Raw -187821.159896 + Penalty 3488.181633 = -184332.978262
  nChanged 4
		SP:Iteration 15Q (25713.910000 sec): 3 clusters
  Score: Raw -187825.653074 + Penalty 3488.181633 = -184337.471440
  nChanged 6
		SP:Iteration 16Q (25714.040000 sec): 3 clusters
  Score: Raw -187835.770267 + Penalty 3488.181633 = -184347.588634
  nChanged 6
		SP:Iteration 17Q (25714.160000 sec): 3 clusters
  Score: Raw -187845.736301 + Penalty 3488.181633 = -184357.554667
  nChanged 13
		SP:Iteration 18Q (25714.260000 sec): 3 clusters
  Score: Raw -187870.054247 + Penalty 3488.181633 = -184381.872613
  nChanged 11
		SP:Iteration 19Q (25714.560000 sec): 3 clusters
  Score: Raw -187890.474511 + Penalty 3488.181633 = -184402.292878
  nChanged 9
		SP:Iteration 20F (25714.750000 sec): 3 clusters
  Score: Raw -187908.209606 + Penalty 3488.181633 = -184420.027973
  nChanged 8
		SP:Iteration 21Q (25714.900000 sec): 3 clusters
  Score: Raw -187922.217202 + Penalty 3488.181633 = -184434.035569
  nChanged 3
		SP:Iteration 22Q (25715.060000 sec): 3 clusters
  Score: Raw -187927.470287 + Penalty 3488.181633 = -184439.288654
  nChanged 4
		SP:Iteration 23Q (25715.180000 sec): 3 clusters
  Score: Raw -187935.836248 + Penalty 3488.181633 = -184447.654614
  nChanged 5
		SP:Iteration 24Q (25715.340000 sec): 3 clusters
  Score: Raw -187942.129469 + Penalty 3488.181633 = -184453.947836
  nChanged 3
		SP:Iteration 25Q (25715.500000 sec): 3 clusters
  Score: Raw -187945.705873 + Penalty 3488.181633 = -184457.524239
  nChanged 2
		SP:Iteration 26Q (25715.670000 sec): 3 clusters
  Score: Raw -187947.865456 + Penalty 3488.181633 = -184459.683822
  nChanged 1
		SP:Iteration 27Q (25715.840000 sec): 3 clusters
  Score: Raw -187948.509476 + Penalty 3488.181633 = -184460.327843
  nChanged 1
		SP:Iteration 28Q (25715.980000 sec): 3 clusters
  Score: Raw -187950.298315 + Penalty 3488.181633 = -184462.116682
  nChanged 1
		SP:Iteration 29Q (25716.140000 sec): 3 clusters
  Score: Raw -187952.520411 + Penalty 3488.181633 = -184464.338778
  nChanged 2
		SP:Iteration 30Q (25716.230000 sec): 3 clusters
  Score: Raw -187956.379432 + Penalty 3488.181633 = -184468.197798
  nChanged 4
		SP:Iteration 31Q (25716.360000 sec): 3 clusters
  Score: Raw -187961.316302 + Penalty 3488.181633 = -184473.134669
  nChanged 4
		SP:Iteration 32Q (25716.490000 sec): 3 clusters
  Score: Raw -187964.369219 + Penalty 3488.181633 = -184476.187586
  nChanged 2
		SP:Iteration 33Q (25716.620000 sec): 3 clusters
  Score: Raw -187966.739459 + Penalty 3488.181633 = -184478.557825
  nChanged 0
		SP:Iteration 34F (25716.760000 sec): 3 clusters
  Score: Raw -187966.739459 + Penalty 3488.181633 = -184478.557825
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25717.440000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25718.300000 sec): 3 clusters
  Score: Raw -19043978.125737 + Penalty 5708.955617 = -19038269.170119
  nChanged 47242
		SP:Iteration 1F (25719.130000 sec): 3 clusters
  Score: Raw -19070706.589471 + Penalty 5708.955617 = -19064997.633854
  nChanged 3340
		SP:Iteration 2Q (25720.030000 sec): 3 clusters
  Score: Raw -19071549.858162 + Penalty 5708.955617 = -19065840.902545
  nChanged 3540
		SP:Iteration 3Q (25721.000000 sec): 3 clusters
  Score: Raw -19072677.681906 + Penalty 5708.955617 = -19066968.726288
  nChanged 4189
		SP:Iteration 4Q (25721.970000 sec): 3 clusters
  Score: Raw -19074354.114585 + Penalty 5708.955617 = -19068645.158967
  nChanged 5022
		SP:Iteration 5F (25722.810000 sec): 3 clusters
  Score: Raw -19076740.124993 + Penalty 5708.955617 = -19071031.169375
  nChanged 5825
		SP:Iteration 6F (25723.640000 sec): 3 clusters
  Score: Raw -19079690.648232 + Penalty 5708.955617 = -19073981.692614
  nChanged 5932
		SP:Iteration 7F (25724.520000 sec): 3 clusters
  Score: Raw -19082578.064890 + Penalty 5708.955617 = -19076869.109273
  nChanged 5647
		SP:Iteration 8F (25725.340000 sec): 3 clusters
  Score: Raw -19085148.264739 + Penalty 5708.955617 = -19079439.309121
  nChanged 4990
		SP:Iteration 9F (25726.190000 sec): 3 clusters
  Score: Raw -19087302.354781 + Penalty 5708.955617 = -19081593.399164
  nChanged 4292
		SP:Iteration 10Q (25726.990000 sec): 3 clusters
  Score: Raw -19089086.143680 + Penalty 5708.955617 = -19083377.188063
  nChanged 3695
		SP:Iteration 11Q (25727.820000 sec): 3 clusters
  Score: Raw -19090591.779867 + Penalty 5708.955617 = -19084882.824249
  nChanged 3264
		SP:Iteration 12Q (25728.660000 sec): 3 clusters
  Score: Raw -19091935.348122 + Penalty 5708.955617 = -19086226.392504
  nChanged 2949
		SP:Iteration 13Q (25729.590000 sec): 3 clusters
  Score: Raw -19093147.310558 + Penalty 5708.955617 = -19087438.354941
  nChanged 2699
		SP:Iteration 14Q (25730.470000 sec): 3 clusters
  Score: Raw -19094305.501122 + Penalty 5708.955617 = -19088596.545505
  nChanged 2522
		SP:Iteration 15Q (25731.360000 sec): 3 clusters
  Score: Raw -19095445.939143 + Penalty 5708.955617 = -19089736.983525
  nChanged 2371
		SP:Iteration 16Q (25732.250000 sec): 3 clusters
  Score: Raw -19096546.657878 + Penalty 5708.955617 = -19090837.702261
  nChanged 2162
		SP:Iteration 17Q (25733.180000 sec): 3 clusters
  Score: Raw -19097567.895838 + Penalty 5708.955617 = -19091858.940220
  nChanged 2079
		SP:Iteration 18Q (25734.110000 sec): 3 clusters
  Score: Raw -19098590.047941 + Penalty 5708.955617 = -19092881.092323
  nChanged 1987
		SP:Iteration 19Q (25734.970000 sec): 3 clusters
  Score: Raw -19099694.222611 + Penalty 5708.955617 = -19093985.266994
  nChanged 1866
		SP:Iteration 20F (25735.860000 sec): 3 clusters
  Score: Raw -19100691.540768 + Penalty 5708.955617 = -19094982.585151
  nChanged 1718
		SP:Iteration 21Q (25736.760000 sec): 3 clusters
  Score: Raw -19101621.371440 + Penalty 5708.955617 = -19095912.415823
  nChanged 1567
		SP:Iteration 22Q (25737.660000 sec): 3 clusters
  Score: Raw -19102469.264508 + Penalty 5708.955617 = -19096760.308891
  nChanged 1337
		SP:Iteration 23Q (25738.510000 sec): 3 clusters
  Score: Raw -19103166.768937 + Penalty 5708.955617 = -19097457.813320
  nChanged 1279
		SP:Iteration 24Q (25739.360000 sec): 3 clusters
  Score: Raw -19103827.858510 + Penalty 5708.955617 = -19098118.902893
  nChanged 1174
		SP:Iteration 25Q (25740.250000 sec): 3 clusters
  Score: Raw -19104436.380112 + Penalty 5708.955617 = -19098727.424495
  nChanged 1034
		SP:Iteration 26Q (25741.120000 sec): 3 clusters
  Score: Raw -19104969.639677 + Penalty 5708.955617 = -19099260.684060
  nChanged 884
		SP:Iteration 27Q (25741.980000 sec): 3 clusters
  Score: Raw -19105402.518066 + Penalty 5708.955617 = -19099693.562448
  nChanged 780
		SP:Iteration 28Q (25742.900000 sec): 3 clusters
  Score: Raw -19105790.794849 + Penalty 5708.955617 = -19100081.839232
  nChanged 691
		SP:Iteration 29Q (25743.770000 sec): 3 clusters
  Score: Raw -19106166.720793 + Penalty 5708.955617 = -19100457.765176
  nChanged 636
		SP:Iteration 30Q (25744.620000 sec): 3 clusters
  Score: Raw -19106511.457380 + Penalty 5708.955617 = -19100802.501763
  nChanged 523
		SP:Iteration 31Q (25745.420000 sec): 3 clusters
  Score: Raw -19106785.490215 + Penalty 5708.955617 = -19101076.534597
  nChanged 455
		SP:Iteration 32Q (25746.260000 sec): 3 clusters
  Score: Raw -19107027.744628 + Penalty 5708.955617 = -19101318.789010
  nChanged 380
		SP:Iteration 33Q (25747.070000 sec): 3 clusters
  Score: Raw -19107219.075945 + Penalty 5708.955617 = -19101510.120327
  nChanged 305
		SP:Iteration 34Q (25747.900000 sec): 3 clusters
  Score: Raw -19107384.485820 + Penalty 5708.955617 = -19101675.530203
  nChanged 274
		SP:Iteration 35Q (25748.700000 sec): 3 clusters
  Score: Raw -19107534.753594 + Penalty 5708.955617 = -19101825.797977
  nChanged 214
		SP:Iteration 36Q (25749.540000 sec): 3 clusters
  Score: Raw -19107649.798341 + Penalty 5708.955617 = -19101940.842723
  nChanged 196
		SP:Iteration 37Q (25750.380000 sec): 3 clusters
  Score: Raw -19107759.771771 + Penalty 5708.955617 = -19102050.816154
  nChanged 166
		SP:Iteration 38Q (25751.160000 sec): 3 clusters
  Score: Raw -19107848.160356 + Penalty 5708.955617 = -19102139.204738
  nChanged 131
		SP:Iteration 39Q (25751.960000 sec): 3 clusters
  Score: Raw -19107918.514841 + Penalty 5708.955617 = -19102209.559223
  nChanged 117
		SP:Iteration 40F (25752.930000 sec): 3 clusters
  Score: Raw -19107978.784476 + Penalty 5708.955617 = -19102269.828859
  nChanged 95
		SP:Iteration 41Q (25753.650000 sec): 3 clusters
  Score: Raw -19108028.960568 + Penalty 5708.955617 = -19102320.004951
  nChanged 79
		SP:Iteration 42Q (25754.440000 sec): 3 clusters
  Score: Raw -19108069.863076 + Penalty 5708.955617 = -19102360.907459
  nChanged 63
		SP:Iteration 43Q (25755.250000 sec): 3 clusters
  Score: Raw -19108095.019980 + Penalty 5708.955617 = -19102386.064362
  nChanged 39
		SP:Iteration 44Q (25756.090000 sec): 3 clusters
  Score: Raw -19108108.924273 + Penalty 5708.955617 = -19102399.968656
  nChanged 45
		SP:Iteration 45Q (25756.860000 sec): 3 clusters
  Score: Raw -19108126.384479 + Penalty 5708.955617 = -19102417.428861
  nChanged 35
		SP:Iteration 46Q (25757.780000 sec): 3 clusters
  Score: Raw -19108141.172775 + Penalty 5708.955617 = -19102432.217157
  nChanged 34
		SP:Iteration 47Q (25758.600000 sec): 3 clusters
  Score: Raw -19108154.490997 + Penalty 5708.955617 = -19102445.535379
  nChanged 23
		SP:Iteration 48Q (25759.430000 sec): 3 clusters
  Score: Raw -19108161.946992 + Penalty 5708.955617 = -19102452.991375
  nChanged 23
		SP:Iteration 49Q (25760.280000 sec): 3 clusters
  Score: Raw -19108170.563989 + Penalty 5708.955617 = -19102461.608371
  nChanged 26
		SP:Iteration 50Q (25761.060000 sec): 3 clusters
  Score: Raw -19108179.946138 + Penalty 5708.955617 = -19102470.990520
  nChanged 19
		SP:Iteration 51Q (25761.830000 sec): 3 clusters
  Score: Raw -19108186.528995 + Penalty 5708.955617 = -19102477.573378
  nChanged 21
		SP:Iteration 52Q (25762.700000 sec): 3 clusters
  Score: Raw -19108195.031340 + Penalty 5708.955617 = -19102486.075723
  nChanged 23
		SP:Iteration 53Q (25763.480000 sec): 3 clusters
  Score: Raw -19108202.478384 + Penalty 5708.955617 = -19102493.522767
  nChanged 16
		SP:Iteration 54Q (25764.240000 sec): 3 clusters
  Score: Raw -19108209.348640 + Penalty 5708.955617 = -19102500.393022
  nChanged 13
		SP:Iteration 55Q (25765.060000 sec): 3 clusters
  Score: Raw -19108214.413947 + Penalty 5708.955617 = -19102505.458330
  nChanged 12
		SP:Iteration 56Q (25765.900000 sec): 3 clusters
  Score: Raw -19108218.869515 + Penalty 5708.955617 = -19102509.913897
  nChanged 7
		SP:Iteration 57Q (25766.670000 sec): 3 clusters
  Score: Raw -19108221.953436 + Penalty 5708.955617 = -19102512.997818
  nChanged 10
		SP:Iteration 58Q (25767.460000 sec): 3 clusters
  Score: Raw -19108225.820531 + Penalty 5708.955617 = -19102516.864914
  nChanged 5
		SP:Iteration 59Q (25768.260000 sec): 3 clusters
  Score: Raw -19108227.528982 + Penalty 5708.955617 = -19102518.573365
  nChanged 5
		SP:Iteration 60F (25769.100000 sec): 3 clusters
  Score: Raw -19108229.072615 + Penalty 5708.955617 = -19102520.116997
  nChanged 1
		SP:Iteration 61Q (25769.940000 sec): 3 clusters
  Score: Raw -19108229.413707 + Penalty 5708.955617 = -19102520.458090
  nChanged 1
		SP:Iteration 62Q (25770.690000 sec): 3 clusters
  Score: Raw -19108229.650627 + Penalty 5708.955617 = -19102520.695009
  nChanged 1
		SP:Iteration 63Q (25771.520000 sec): 3 clusters
  Score: Raw -19108229.967958 + Penalty 5708.955617 = -19102521.012341
  nChanged 2
		SP:Iteration 64Q (25772.350000 sec): 3 clusters
  Score: Raw -19108230.571905 + Penalty 5708.955617 = -19102521.616287
  nChanged 1
		SP:Iteration 65Q (25773.140000 sec): 3 clusters
  Score: Raw -19108230.918252 + Penalty 5708.955617 = -19102521.962634
  nChanged 3
		SP:Iteration 66Q (25774.050000 sec): 3 clusters
  Score: Raw -19108231.789969 + Penalty 5708.955617 = -19102522.834352
  nChanged 4
		SP:Iteration 67Q (25774.780000 sec): 3 clusters
  Score: Raw -19108233.063828 + Penalty 5708.955617 = -19102524.108210
  nChanged 2
		SP:Iteration 68Q (25775.550000 sec): 3 clusters
  Score: Raw -19108233.806112 + Penalty 5708.955617 = -19102524.850495
  nChanged 0
		SP:Iteration 69F (25776.400000 sec): 3 clusters
  Score: Raw -19108233.806112 + Penalty 5708.955617 = -19102524.850495
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25776.500000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25776.630000 sec): 3 clusters
  Score: Raw -50654.399693 + Penalty 2829.076107 = -47825.323586
  nChanged 36
		SP:Iteration 1F (25776.780000 sec): 3 clusters
  Score: Raw -50771.312418 + Penalty 2829.076107 = -47942.236310
  nChanged 5
		SP:Iteration 2Q (25776.910000 sec): 3 clusters
  Score: Raw -50796.102744 + Penalty 2829.076107 = -47967.026636
  nChanged 2
		SP:Iteration 3Q (25777.050000 sec): 3 clusters
  Score: Raw -50808.291275 + Penalty 2829.076107 = -47979.215168
  nChanged 1
		SP:Iteration 4Q (25777.180000 sec): 3 clusters
  Score: Raw -50813.702128 + Penalty 2829.076107 = -47984.626021
  nChanged 5
		SP:Iteration 5Q (25777.320000 sec): 3 clusters
  Score: Raw -50829.374973 + Penalty 2829.076107 = -48000.298866
  nChanged 0
		SP:Iteration 6F (25777.500000 sec): 3 clusters
  Score: Raw -50829.374973 + Penalty 2829.076107 = -48000.298866
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25777.620000 sec): 2 clusters
  Score: Raw -27679.959611 + Penalty 1290.593658 = -26389.365953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25777.820000 sec): 3 clusters
  Score: Raw -27969.956196 + Penalty 2581.187317 = -25388.768879
  nChanged 12
		SP:Iteration 1F (25778.020000 sec): 3 clusters
  Score: Raw -28022.391849 + Penalty 2581.187317 = -25441.204532
  nChanged 2
		SP:Iteration 2Q (25778.170000 sec): 3 clusters
  Score: Raw -28033.592565 + Penalty 2581.187317 = -25452.405248
  nChanged 0
		SP:Iteration 3F (25778.360000 sec): 3 clusters
  Score: Raw -28033.592565 + Penalty 2581.187317 = -25452.405248
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25778.440000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25778.660000 sec): 3 clusters
  Score: Raw -48030.299285 + Penalty 2810.547637 = -45219.751647
  nChanged 41
		SP:Iteration 1F (25778.840000 sec): 3 clusters
  Score: Raw -48163.522988 + Penalty 2810.547637 = -45352.975351
  nChanged 6
		SP:Iteration 2Q (25779.000000 sec): 3 clusters
  Score: Raw -48190.473228 + Penalty 2810.547637 = -45379.925591
  nChanged 6
		SP:Iteration 3Q (25779.130000 sec): 3 clusters
  Score: Raw -48209.221483 + Penalty 2810.547637 = -45398.673846
  nChanged 0
		SP:Iteration 4F (25779.290000 sec): 3 clusters
  Score: Raw -48209.221483 + Penalty 2810.547637 = -45398.673846
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25779.380000 sec): 2 clusters
  Score: Raw -44063.093854 + Penalty 1459.063952 = -42604.029901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25779.510000 sec): 3 clusters
  Score: Raw -44250.557457 + Penalty 2918.127905 = -41332.429553
  nChanged 59
		SP:Iteration 1F (25779.630000 sec): 3 clusters
  Score: Raw -44415.423082 + Penalty 2918.127905 = -41497.295177
  nChanged 22
		SP:Iteration 2F (25779.810000 sec): 3 clusters
  Score: Raw -44476.364823 + Penalty 2918.127905 = -41558.236918
  nChanged 8
		SP:Iteration 3Q (25779.900000 sec): 3 clusters
  Score: Raw -44499.362444 + Penalty 2918.127905 = -41581.234539
  nChanged 4
		SP:Iteration 4Q (25780.040000 sec): 3 clusters
  Score: Raw -44508.262035 + Penalty 2918.127905 = -41590.134131
  nChanged 3
		SP:Iteration 5Q (25780.230000 sec): 3 clusters
  Score: Raw -44516.075815 + Penalty 2918.127905 = -41597.947911
  nChanged 2
		SP:Iteration 6Q (25780.400000 sec): 3 clusters
  Score: Raw -44524.866429 + Penalty 2918.127905 = -41606.738524
  nChanged 2
		SP:Iteration 7Q (25780.580000 sec): 3 clusters
  Score: Raw -44529.395214 + Penalty 2918.127905 = -41611.267310
  nChanged 0
		SP:Iteration 8F (25780.750000 sec): 3 clusters
  Score: Raw -44529.395214 + Penalty 2918.127905 = -41611.267310
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25780.980000 sec): 2 clusters
  Score: Raw -2766943.100574 + Penalty 2402.778291 = -2764540.322283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25781.360000 sec): 3 clusters
  Score: Raw -2757796.425055 + Penalty 4805.556583 = -2752990.868472
  nChanged 6959
		SP:Iteration 1F (25781.650000 sec): 3 clusters
  Score: Raw -2761570.905551 + Penalty 4805.556583 = -2756765.348968
  nChanged 910
		SP:Iteration 2F (25781.950000 sec): 3 clusters
  Score: Raw -2761942.808156 + Penalty 4805.556583 = -2757137.251573
  nChanged 752
		SP:Iteration 3Q (25782.260000 sec): 3 clusters
  Score: Raw -2762256.671341 + Penalty 4805.556583 = -2757451.114758
  nChanged 683
		SP:Iteration 4Q (25782.550000 sec): 3 clusters
  Score: Raw -2762516.965979 + Penalty 4805.556583 = -2757711.409397
  nChanged 569
		SP:Iteration 5Q (25782.860000 sec): 3 clusters
  Score: Raw -2762740.941734 + Penalty 4805.556583 = -2757935.385151
  nChanged 494
		SP:Iteration 6Q (25783.170000 sec): 3 clusters
  Score: Raw -2762925.972207 + Penalty 4805.556583 = -2758120.415624
  nChanged 513
		SP:Iteration 7Q (25783.520000 sec): 3 clusters
  Score: Raw -2763134.474291 + Penalty 4805.556583 = -2758328.917708
  nChanged 496
		SP:Iteration 8Q (25783.770000 sec): 3 clusters
  Score: Raw -2763356.223375 + Penalty 4805.556583 = -2758550.666792
  nChanged 536
		SP:Iteration 9Q (25784.070000 sec): 3 clusters
  Score: Raw -2763597.109579 + Penalty 4805.556583 = -2758791.552996
  nChanged 567
		SP:Iteration 10Q (25784.390000 sec): 3 clusters
  Score: Raw -2763859.039213 + Penalty 4805.556583 = -2759053.482630
  nChanged 560
		SP:Iteration 11Q (25784.670000 sec): 3 clusters
  Score: Raw -2764115.593635 + Penalty 4805.556583 = -2759310.037053
  nChanged 557
		SP:Iteration 12Q (25784.930000 sec): 3 clusters
  Score: Raw -2764352.573665 + Penalty 4805.556583 = -2759547.017082
  nChanged 508
		SP:Iteration 13Q (25785.240000 sec): 3 clusters
  Score: Raw -2764579.781205 + Penalty 4805.556583 = -2759774.224622
  nChanged 483
		SP:Iteration 14Q (25785.520000 sec): 3 clusters
  Score: Raw -2764791.560339 + Penalty 4805.556583 = -2759986.003756
  nChanged 463
		SP:Iteration 15Q (25785.900000 sec): 3 clusters
  Score: Raw -2764989.309282 + Penalty 4805.556583 = -2760183.752699
  nChanged 429
		SP:Iteration 16Q (25786.170000 sec): 3 clusters
  Score: Raw -2765159.140396 + Penalty 4805.556583 = -2760353.583813
  nChanged 366
		SP:Iteration 17Q (25786.470000 sec): 3 clusters
  Score: Raw -2765312.494664 + Penalty 4805.556583 = -2760506.938082
  nChanged 353
		SP:Iteration 18Q (25786.740000 sec): 3 clusters
  Score: Raw -2765435.160596 + Penalty 4805.556583 = -2760629.604013
  nChanged 260
		SP:Iteration 19Q (25787.010000 sec): 3 clusters
  Score: Raw -2765512.074609 + Penalty 4805.556583 = -2760706.518026
  nChanged 200
		SP:Iteration 20F (25787.350000 sec): 3 clusters
  Score: Raw -2765562.357262 + Penalty 4805.556583 = -2760756.800680
  nChanged 179
		SP:Iteration 21Q (25787.620000 sec): 3 clusters
  Score: Raw -2765608.204770 + Penalty 4805.556583 = -2760802.648187
  nChanged 165
		SP:Iteration 22Q (25787.910000 sec): 3 clusters
  Score: Raw -2765652.581674 + Penalty 4805.556583 = -2760847.025091
  nChanged 159
		SP:Iteration 23Q (25788.150000 sec): 3 clusters
  Score: Raw -2765694.767116 + Penalty 4805.556583 = -2760889.210533
  nChanged 148
		SP:Iteration 24Q (25788.420000 sec): 3 clusters
  Score: Raw -2765729.775214 + Penalty 4805.556583 = -2760924.218631
  nChanged 139
		SP:Iteration 25Q (25788.760000 sec): 3 clusters
  Score: Raw -2765762.176968 + Penalty 4805.556583 = -2760956.620385
  nChanged 126
		SP:Iteration 26Q (25788.990000 sec): 3 clusters
  Score: Raw -2765790.815667 + Penalty 4805.556583 = -2760985.259085
  nChanged 135
		SP:Iteration 27Q (25789.270000 sec): 3 clusters
  Score: Raw -2765819.825362 + Penalty 4805.556583 = -2761014.268779
  nChanged 138
		SP:Iteration 28Q (25789.520000 sec): 3 clusters
  Score: Raw -2765853.211916 + Penalty 4805.556583 = -2761047.655333
  nChanged 132
		SP:Iteration 29Q (25789.800000 sec): 3 clusters
  Score: Raw -2765883.995216 + Penalty 4805.556583 = -2761078.438633
  nChanged 137
		SP:Iteration 30Q (25790.040000 sec): 3 clusters
  Score: Raw -2765918.530245 + Penalty 4805.556583 = -2761112.973662
  nChanged 151
		SP:Iteration 31Q (25790.350000 sec): 3 clusters
  Score: Raw -2765959.375071 + Penalty 4805.556583 = -2761153.818489
  nChanged 156
		SP:Iteration 32Q (25790.660000 sec): 3 clusters
  Score: Raw -2766001.881854 + Penalty 4805.556583 = -2761196.325271
  nChanged 169
		SP:Iteration 33Q (25790.910000 sec): 3 clusters
  Score: Raw -2766050.126170 + Penalty 4805.556583 = -2761244.569587
  nChanged 174
		SP:Iteration 34Q (25791.240000 sec): 3 clusters
  Score: Raw -2766101.509251 + Penalty 4805.556583 = -2761295.952669
  nChanged 157
		SP:Iteration 35Q (25791.550000 sec): 3 clusters
  Score: Raw -2766146.369942 + Penalty 4805.556583 = -2761340.813360
  nChanged 180
		SP:Iteration 36Q (25791.840000 sec): 3 clusters
  Score: Raw -2766201.444356 + Penalty 4805.556583 = -2761395.887773
  nChanged 171
		SP:Iteration 37Q (25792.150000 sec): 3 clusters
  Score: Raw -2766259.171468 + Penalty 4805.556583 = -2761453.614886
  nChanged 180
		SP:Iteration 38Q (25792.480000 sec): 3 clusters
  Score: Raw -2766324.930563 + Penalty 4805.556583 = -2761519.373980
  nChanged 183
		SP:Iteration 39Q (25792.770000 sec): 3 clusters
  Score: Raw -2766393.757939 + Penalty 4805.556583 = -2761588.201356
  nChanged 166
		SP:Iteration 40F (25793.040000 sec): 3 clusters
  Score: Raw -2766455.558854 + Penalty 4805.556583 = -2761650.002271
  nChanged 177
		SP:Iteration 41Q (25793.380000 sec): 3 clusters
  Score: Raw -2766520.532538 + Penalty 4805.556583 = -2761714.975955
  nChanged 185
		SP:Iteration 42Q (25793.640000 sec): 3 clusters
  Score: Raw -2766592.000902 + Penalty 4805.556583 = -2761786.444319
  nChanged 187
		SP:Iteration 43Q (25793.920000 sec): 3 clusters
  Score: Raw -2766684.887611 + Penalty 4805.556583 = -2761879.331029
  nChanged 182
		SP:Iteration 44Q (25794.230000 sec): 3 clusters
  Score: Raw -2766773.801750 + Penalty 4805.556583 = -2761968.245167
  nChanged 176
		SP:Iteration 45Q (25794.440000 sec): 3 clusters
  Score: Raw -2766854.537438 + Penalty 4805.556583 = -2762048.980855
  nChanged 172
		SP:Iteration 46Q (25794.720000 sec): 3 clusters
  Score: Raw -2766935.588239 + Penalty 4805.556583 = -2762130.031656
  nChanged 150
		SP:Iteration 47Q (25795.000000 sec): 3 clusters
  Score: Raw -2767006.155424 + Penalty 4805.556583 = -2762200.598842
  nChanged 141
		SP:Iteration 48Q (25795.230000 sec): 3 clusters
  Score: Raw -2767071.933146 + Penalty 4805.556583 = -2762266.376563
  nChanged 131
		SP:Iteration 49Q (25795.510000 sec): 3 clusters
  Score: Raw -2767130.079386 + Penalty 4805.556583 = -2762324.522803
  nChanged 105
		SP:Iteration 50Q (25795.860000 sec): 3 clusters
  Score: Raw -2767166.901007 + Penalty 4805.556583 = -2762361.344424
  nChanged 76
		SP:Iteration 51Q (25796.110000 sec): 3 clusters
  Score: Raw -2767191.476756 + Penalty 4805.556583 = -2762385.920173
  nChanged 59
		SP:Iteration 52Q (25796.360000 sec): 3 clusters
  Score: Raw -2767214.313723 + Penalty 4805.556583 = -2762408.757140
  nChanged 68
		SP:Iteration 53Q (25796.630000 sec): 3 clusters
  Score: Raw -2767236.896671 + Penalty 4805.556583 = -2762431.340088
  nChanged 70
		SP:Iteration 54Q (25796.920000 sec): 3 clusters
  Score: Raw -2767261.074244 + Penalty 4805.556583 = -2762455.517661
  nChanged 68
		SP:Iteration 55Q (25797.200000 sec): 3 clusters
  Score: Raw -2767286.499739 + Penalty 4805.556583 = -2762480.943157
  nChanged 65
		SP:Iteration 56Q (25797.400000 sec): 3 clusters
  Score: Raw -2767309.944825 + Penalty 4805.556583 = -2762504.388242
  nChanged 52
		SP:Iteration 57Q (25797.700000 sec): 3 clusters
  Score: Raw -2767326.011087 + Penalty 4805.556583 = -2762520.454504
  nChanged 32
		SP:Iteration 58Q (25797.920000 sec): 3 clusters
  Score: Raw -2767335.354769 + Penalty 4805.556583 = -2762529.798186
  nChanged 24
		SP:Iteration 59Q (25798.140000 sec): 3 clusters
  Score: Raw -2767341.654442 + Penalty 4805.556583 = -2762536.097859
  nChanged 13
		SP:Iteration 60F (25798.400000 sec): 3 clusters
  Score: Raw -2767346.152076 + Penalty 4805.556583 = -2762540.595493
  nChanged 21
		SP:Iteration 61Q (25798.660000 sec): 3 clusters
  Score: Raw -2767352.929067 + Penalty 4805.556583 = -2762547.372484
  nChanged 13
		SP:Iteration 62Q (25798.900000 sec): 3 clusters
  Score: Raw -2767355.836684 + Penalty 4805.556583 = -2762550.280101
  nChanged 8
		SP:Iteration 63Q (25799.120000 sec): 3 clusters
  Score: Raw -2767357.532155 + Penalty 4805.556583 = -2762551.975572
  nChanged 6
		SP:Iteration 64Q (25799.400000 sec): 3 clusters
  Score: Raw -2767358.941266 + Penalty 4805.556583 = -2762553.384683
  nChanged 12
		SP:Iteration 65Q (25799.680000 sec): 3 clusters
  Score: Raw -2767362.037631 + Penalty 4805.556583 = -2762556.481049
  nChanged 6
		SP:Iteration 66Q (25799.920000 sec): 3 clusters
  Score: Raw -2767364.082917 + Penalty 4805.556583 = -2762558.526334
  nChanged 7
		SP:Iteration 67Q (25800.160000 sec): 3 clusters
  Score: Raw -2767366.696661 + Penalty 4805.556583 = -2762561.140078
  nChanged 13
		SP:Iteration 68Q (25800.400000 sec): 3 clusters
  Score: Raw -2767370.461685 + Penalty 4805.556583 = -2762564.905102
  nChanged 10
		SP:Iteration 69Q (25800.660000 sec): 3 clusters
  Score: Raw -2767373.702237 + Penalty 4805.556583 = -2762568.145655
  nChanged 17
		SP:Iteration 70Q (25800.940000 sec): 3 clusters
  Score: Raw -2767378.578227 + Penalty 4805.556583 = -2762573.021644
  nChanged 12
		SP:Iteration 71Q (25801.250000 sec): 3 clusters
  Score: Raw -2767381.481206 + Penalty 4805.556583 = -2762575.924623
  nChanged 12
		SP:Iteration 72Q (25801.530000 sec): 3 clusters
  Score: Raw -2767384.790746 + Penalty 4805.556583 = -2762579.234163
  nChanged 13
		SP:Iteration 73Q (25801.770000 sec): 3 clusters
  Score: Raw -2767389.551420 + Penalty 4805.556583 = -2762583.994837
  nChanged 13
		SP:Iteration 74Q (25802.060000 sec): 3 clusters
  Score: Raw -2767393.734858 + Penalty 4805.556583 = -2762588.178276
  nChanged 14
		SP:Iteration 75Q (25802.330000 sec): 3 clusters
  Score: Raw -2767398.721328 + Penalty 4805.556583 = -2762593.164745
  nChanged 14
		SP:Iteration 76Q (25802.540000 sec): 3 clusters
  Score: Raw -2767403.315617 + Penalty 4805.556583 = -2762597.759034
  nChanged 9
		SP:Iteration 77Q (25802.770000 sec): 3 clusters
  Score: Raw -2767406.343543 + Penalty 4805.556583 = -2762600.786961
  nChanged 10
		SP:Iteration 78Q (25803.070000 sec): 3 clusters
  Score: Raw -2767410.878602 + Penalty 4805.556583 = -2762605.322019
  nChanged 10
		SP:Iteration 79Q (25803.330000 sec): 3 clusters
  Score: Raw -2767414.094202 + Penalty 4805.556583 = -2762608.537619
  nChanged 8
		SP:Iteration 80F (25803.560000 sec): 3 clusters
  Score: Raw -2767416.653348 + Penalty 4805.556583 = -2762611.096766
  nChanged 9
		SP:Iteration 81Q (25803.860000 sec): 3 clusters
  Score: Raw -2767418.977769 + Penalty 4805.556583 = -2762613.421187
  nChanged 8
		SP:Iteration 82Q (25804.150000 sec): 3 clusters
  Score: Raw -2767421.136530 + Penalty 4805.556583 = -2762615.579947
  nChanged 4
		SP:Iteration 83Q (25804.400000 sec): 3 clusters
  Score: Raw -2767422.114252 + Penalty 4805.556583 = -2762616.557670
  nChanged 6
		SP:Iteration 84Q (25804.690000 sec): 3 clusters
  Score: Raw -2767423.684064 + Penalty 4805.556583 = -2762618.127482
  nChanged 11
		SP:Iteration 85Q (25804.940000 sec): 3 clusters
  Score: Raw -2767426.842906 + Penalty 4805.556583 = -2762621.286324
  nChanged 10
		SP:Iteration 86Q (25805.250000 sec): 3 clusters
  Score: Raw -2767429.611869 + Penalty 4805.556583 = -2762624.055286
  nChanged 12
		SP:Iteration 87Q (25805.580000 sec): 3 clusters
  Score: Raw -2767434.208501 + Penalty 4805.556583 = -2762628.651918
  nChanged 13
		SP:Iteration 88Q (25805.840000 sec): 3 clusters
  Score: Raw -2767440.055707 + Penalty 4805.556583 = -2762634.499124
  nChanged 15
		SP:Iteration 89Q (25806.150000 sec): 3 clusters
  Score: Raw -2767444.412009 + Penalty 4805.556583 = -2762638.855427
  nChanged 15
		SP:Iteration 90Q (25806.480000 sec): 3 clusters
  Score: Raw -2767451.292763 + Penalty 4805.556583 = -2762645.736180
  nChanged 21
		SP:Iteration 91Q (25806.790000 sec): 3 clusters
  Score: Raw -2767457.980220 + Penalty 4805.556583 = -2762652.423638
  nChanged 16
		SP:Iteration 92Q (25807.120000 sec): 3 clusters
  Score: Raw -2767464.348665 + Penalty 4805.556583 = -2762658.792083
  nChanged 17
		SP:Iteration 93Q (25807.410000 sec): 3 clusters
  Score: Raw -2767470.918997 + Penalty 4805.556583 = -2762665.362414
  nChanged 15
		SP:Iteration 94Q (25807.690000 sec): 3 clusters
  Score: Raw -2767476.592390 + Penalty 4805.556583 = -2762671.035807
  nChanged 10
		SP:Iteration 95Q (25807.950000 sec): 3 clusters
  Score: Raw -2767480.291602 + Penalty 4805.556583 = -2762674.735020
  nChanged 8
		SP:Iteration 96Q (25808.190000 sec): 3 clusters
  Score: Raw -2767482.416064 + Penalty 4805.556583 = -2762676.859481
  nChanged 8
		SP:Iteration 97Q (25808.430000 sec): 3 clusters
  Score: Raw -2767485.215168 + Penalty 4805.556583 = -2762679.658585
  nChanged 7
		SP:Iteration 98Q (25808.670000 sec): 3 clusters
  Score: Raw -2767487.028845 + Penalty 4805.556583 = -2762681.472262
  nChanged 1
		SP:Iteration 99Q (25808.890000 sec): 3 clusters
  Score: Raw -2767487.470866 + Penalty 4805.556583 = -2762681.914283
  nChanged 2
		SP:Iteration 100F (25809.170000 sec): 3 clusters
  Score: Raw -2767488.153141 + Penalty 4805.556583 = -2762682.596559
  nChanged 1
		SP:Iteration 101Q (25809.470000 sec): 3 clusters
  Score: Raw -2767488.322650 + Penalty 4805.556583 = -2762682.766067
  nChanged 0
		SP:Iteration 102F (25809.710000 sec): 3 clusters
  Score: Raw -2767488.322650 + Penalty 4805.556583 = -2762682.766067
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25809.820000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25809.970000 sec): 3 clusters
  Score: Raw -19133.854079 + Penalty 2690.775209 = -16443.078870
  nChanged 32
		SP:Iteration 1F (25810.100000 sec): 3 clusters
  Score: Raw -19306.146882 + Penalty 2690.775209 = -16615.371673
  nChanged 12
		SP:Iteration 2F (25810.230000 sec): 3 clusters
  Score: Raw -19390.692209 + Penalty 2690.775209 = -16699.917001
  nChanged 5
		SP:Iteration 3Q (25810.420000 sec): 3 clusters
  Score: Raw -19405.564276 + Penalty 2690.775209 = -16714.789068
  nChanged 1
		SP:Iteration 4Q (25810.670000 sec): 3 clusters
  Score: Raw -19407.114836 + Penalty 2690.775209 = -16716.339627
  nChanged 1
		SP:Iteration 5Q (25810.830000 sec): 3 clusters
  Score: Raw -19410.176038 + Penalty 2690.775209 = -16719.400829
  nChanged 0
		SP:Iteration 6F (25810.980000 sec): 3 clusters
  Score: Raw -19410.176038 + Penalty 2690.775209 = -16719.400829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25811.060000 sec): 2 clusters
  Score: Raw -27420.386622 + Penalty 1327.260817 = -26093.125805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25811.160000 sec): 3 clusters
  Score: Raw -27739.116018 + Penalty 2654.521634 = -25084.594384
  nChanged 30
		SP:Iteration 1F (25811.350000 sec): 3 clusters
  Score: Raw -27963.795432 + Penalty 2654.521634 = -25309.273798
  nChanged 16
		SP:Iteration 2F (25811.550000 sec): 3 clusters
  Score: Raw -28407.842913 + Penalty 2654.521634 = -25753.321278
  nChanged 16
		SP:Iteration 3F (25811.710000 sec): 3 clusters
  Score: Raw -28596.823416 + Penalty 2654.521634 = -25942.301781
  nChanged 3
		SP:Iteration 4Q (25811.870000 sec): 3 clusters
  Score: Raw -28646.410140 + Penalty 2654.521634 = -25991.888506
  nChanged 2
		SP:Iteration 5Q (25812.060000 sec): 3 clusters
  Score: Raw -28670.452165 + Penalty 2654.521634 = -26015.930531
  nChanged 1
		SP:Iteration 6Q (25812.220000 sec): 3 clusters
  Score: Raw -28678.727312 + Penalty 2654.521634 = -26024.205678
  nChanged 0
		SP:Iteration 7F (25812.390000 sec): 3 clusters
  Score: Raw -28678.727312 + Penalty 2654.521634 = -26024.205678
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25812.470000 sec): 2 clusters
  Score: Raw -17538.129091 + Penalty 1237.627282 = -16300.501810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25812.650000 sec): 3 clusters
  Score: Raw -18003.738498 + Penalty 2475.254563 = -15528.483935
  nChanged 15
		SP:Iteration 1F (25812.870000 sec): 3 clusters
  Score: Raw -18123.734621 + Penalty 2475.254563 = -15648.480057
  nChanged 7
		SP:Iteration 2Q (25813.060000 sec): 3 clusters
  Score: Raw -18194.582488 + Penalty 2475.254563 = -15719.327925
  nChanged 2
		SP:Iteration 3Q (25813.210000 sec): 3 clusters
  Score: Raw -18240.641010 + Penalty 2475.254563 = -15765.386447
  nChanged 0
		SP:Iteration 4F (25813.360000 sec): 3 clusters
  Score: Raw -18240.641010 + Penalty 2475.254563 = -15765.386447
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25813.420000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25813.610000 sec): 3 clusters
  Score: Raw -71999.311554 + Penalty 2992.410766 = -69006.900788
  nChanged 59
		SP:Iteration 1F (25813.760000 sec): 3 clusters
  Score: Raw -72130.313446 + Penalty 2992.410766 = -69137.902680
  nChanged 14
		SP:Iteration 2Q (25813.900000 sec): 3 clusters
  Score: Raw -72168.060488 + Penalty 2992.410766 = -69175.649722
  nChanged 6
		SP:Iteration 3Q (25814.090000 sec): 3 clusters
  Score: Raw -72186.129412 + Penalty 2992.410766 = -69193.718646
  nChanged 5
		SP:Iteration 4Q (25814.190000 sec): 3 clusters
  Score: Raw -72196.047656 + Penalty 2992.410766 = -69203.636890
  nChanged 4
		SP:Iteration 5Q (25814.330000 sec): 3 clusters
  Score: Raw -72205.459970 + Penalty 2992.410766 = -69213.049204
  nChanged 0
		SP:Iteration 6F (25814.470000 sec): 3 clusters
  Score: Raw -72205.459970 + Penalty 2992.410766 = -69213.049204
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25814.750000 sec): 2 clusters
  Score: Raw -3700209.795761 + Penalty 2469.577983 = -3697740.217778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25815.070000 sec): 3 clusters
  Score: Raw -3687983.455882 + Penalty 4939.155966 = -3683044.299916
  nChanged 9240
		SP:Iteration 1F (25815.410000 sec): 3 clusters
  Score: Raw -3692924.638512 + Penalty 4939.155966 = -3687985.482546
  nChanged 1065
		SP:Iteration 2F (25815.710000 sec): 3 clusters
  Score: Raw -3693319.904481 + Penalty 4939.155966 = -3688380.748515
  nChanged 943
		SP:Iteration 3Q (25816.100000 sec): 3 clusters
  Score: Raw -3693700.095087 + Penalty 4939.155966 = -3688760.939121
  nChanged 903
		SP:Iteration 4Q (25816.410000 sec): 3 clusters
  Score: Raw -3694133.692309 + Penalty 4939.155966 = -3689194.536343
  nChanged 976
		SP:Iteration 5Q (25816.770000 sec): 3 clusters
  Score: Raw -3694617.620452 + Penalty 4939.155966 = -3689678.464486
  nChanged 1015
		SP:Iteration 6Q (25817.070000 sec): 3 clusters
  Score: Raw -3695138.118945 + Penalty 4939.155966 = -3690198.962979
  nChanged 1057
		SP:Iteration 7F (25817.410000 sec): 3 clusters
  Score: Raw -3695730.579408 + Penalty 4939.155966 = -3690791.423442
  nChanged 1104
		SP:Iteration 8F (25817.620000 sec): 3 clusters
  Score: Raw -3696384.082881 + Penalty 4939.155966 = -3691444.926915
  nChanged 1111
		SP:Iteration 9F (25817.890000 sec): 3 clusters
  Score: Raw -3697069.448453 + Penalty 4939.155966 = -3692130.292487
  nChanged 1083
		SP:Iteration 10F (25818.150000 sec): 3 clusters
  Score: Raw -3697659.878108 + Penalty 4939.155966 = -3692720.722142
  nChanged 839
		SP:Iteration 11Q (25818.480000 sec): 3 clusters
  Score: Raw -3698040.973043 + Penalty 4939.155966 = -3693101.817077
  nChanged 664
		SP:Iteration 12Q (25818.790000 sec): 3 clusters
  Score: Raw -3698305.838922 + Penalty 4939.155966 = -3693366.682956
  nChanged 521
		SP:Iteration 13Q (25819.110000 sec): 3 clusters
  Score: Raw -3698484.987090 + Penalty 4939.155966 = -3693545.831124
  nChanged 379
		SP:Iteration 14Q (25819.470000 sec): 3 clusters
  Score: Raw -3698600.046125 + Penalty 4939.155966 = -3693660.890159
  nChanged 289
		SP:Iteration 15Q (25819.800000 sec): 3 clusters
  Score: Raw -3698673.480136 + Penalty 4939.155966 = -3693734.324170
  nChanged 215
		SP:Iteration 16Q (25820.150000 sec): 3 clusters
  Score: Raw -3698724.296542 + Penalty 4939.155966 = -3693785.140576
  nChanged 198
		SP:Iteration 17Q (25820.470000 sec): 3 clusters
  Score: Raw -3698767.569761 + Penalty 4939.155966 = -3693828.413795
  nChanged 181
		SP:Iteration 18Q (25820.780000 sec): 3 clusters
  Score: Raw -3698806.907597 + Penalty 4939.155966 = -3693867.751631
  nChanged 149
		SP:Iteration 19Q (25821.140000 sec): 3 clusters
  Score: Raw -3698841.041115 + Penalty 4939.155966 = -3693901.885149
  nChanged 131
		SP:Iteration 20F (25821.490000 sec): 3 clusters
  Score: Raw -3698868.214958 + Penalty 4939.155966 = -3693929.058992
  nChanged 142
		SP:Iteration 21Q (25821.870000 sec): 3 clusters
  Score: Raw -3698896.316225 + Penalty 4939.155966 = -3693957.160259
  nChanged 116
		SP:Iteration 22Q (25822.260000 sec): 3 clusters
  Score: Raw -3698923.269409 + Penalty 4939.155966 = -3693984.113443
  nChanged 133
		SP:Iteration 23Q (25822.590000 sec): 3 clusters
  Score: Raw -3698948.633194 + Penalty 4939.155966 = -3694009.477228
  nChanged 112
		SP:Iteration 24Q (25822.960000 sec): 3 clusters
  Score: Raw -3698966.945453 + Penalty 4939.155966 = -3694027.789487
  nChanged 93
		SP:Iteration 25Q (25823.320000 sec): 3 clusters
  Score: Raw -3698980.874999 + Penalty 4939.155966 = -3694041.719033
  nChanged 81
		SP:Iteration 26Q (25823.650000 sec): 3 clusters
  Score: Raw -3698992.052400 + Penalty 4939.155966 = -3694052.896434
  nChanged 68
		SP:Iteration 27Q (25823.920000 sec): 3 clusters
  Score: Raw -3699001.267440 + Penalty 4939.155966 = -3694062.111474
  nChanged 54
		SP:Iteration 28Q (25824.260000 sec): 3 clusters
  Score: Raw -3699007.460965 + Penalty 4939.155966 = -3694068.304999
  nChanged 54
		SP:Iteration 29Q (25824.610000 sec): 3 clusters
  Score: Raw -3699014.535185 + Penalty 4939.155966 = -3694075.379219
  nChanged 49
		SP:Iteration 30Q (25824.910000 sec): 3 clusters
  Score: Raw -3699022.051925 + Penalty 4939.155966 = -3694082.895959
  nChanged 51
		SP:Iteration 31Q (25825.280000 sec): 3 clusters
  Score: Raw -3699028.377755 + Penalty 4939.155966 = -3694089.221789
  nChanged 29
		SP:Iteration 32Q (25825.540000 sec): 3 clusters
  Score: Raw -3699031.806475 + Penalty 4939.155966 = -3694092.650509
  nChanged 33
		SP:Iteration 33Q (25825.850000 sec): 3 clusters
  Score: Raw -3699035.215365 + Penalty 4939.155966 = -3694096.059399
  nChanged 32
		SP:Iteration 34Q (25826.140000 sec): 3 clusters
  Score: Raw -3699038.580697 + Penalty 4939.155966 = -3694099.424731
  nChanged 25
		SP:Iteration 35Q (25826.450000 sec): 3 clusters
  Score: Raw -3699040.782369 + Penalty 4939.155966 = -3694101.626403
  nChanged 22
		SP:Iteration 36Q (25826.800000 sec): 3 clusters
  Score: Raw -3699043.127553 + Penalty 4939.155966 = -3694103.971587
  nChanged 30
		SP:Iteration 37Q (25827.170000 sec): 3 clusters
  Score: Raw -3699046.525718 + Penalty 4939.155966 = -3694107.369752
  nChanged 27
		SP:Iteration 38Q (25827.540000 sec): 3 clusters
  Score: Raw -3699048.586845 + Penalty 4939.155966 = -3694109.430879
  nChanged 23
		SP:Iteration 39Q (25827.820000 sec): 3 clusters
  Score: Raw -3699050.880660 + Penalty 4939.155966 = -3694111.724694
  nChanged 19
		SP:Iteration 40F (25828.160000 sec): 3 clusters
  Score: Raw -3699053.253517 + Penalty 4939.155966 = -3694114.097551
  nChanged 19
		SP:Iteration 41Q (25828.490000 sec): 3 clusters
  Score: Raw -3699055.218892 + Penalty 4939.155966 = -3694116.062926
  nChanged 21
		SP:Iteration 42Q (25828.780000 sec): 3 clusters
  Score: Raw -3699057.639501 + Penalty 4939.155966 = -3694118.483535
  nChanged 17
		SP:Iteration 43Q (25829.060000 sec): 3 clusters
  Score: Raw -3699059.418341 + Penalty 4939.155966 = -3694120.262376
  nChanged 18
		SP:Iteration 44Q (25829.370000 sec): 3 clusters
  Score: Raw -3699060.995831 + Penalty 4939.155966 = -3694121.839865
  nChanged 15
		SP:Iteration 45Q (25829.680000 sec): 3 clusters
  Score: Raw -3699062.931732 + Penalty 4939.155966 = -3694123.775766
  nChanged 21
		SP:Iteration 46Q (25830.010000 sec): 3 clusters
  Score: Raw -3699065.214672 + Penalty 4939.155966 = -3694126.058706
  nChanged 19
		SP:Iteration 47Q (25830.370000 sec): 3 clusters
  Score: Raw -3699067.038184 + Penalty 4939.155966 = -3694127.882218
  nChanged 17
		SP:Iteration 48Q (25830.700000 sec): 3 clusters
  Score: Raw -3699069.123843 + Penalty 4939.155966 = -3694129.967877
  nChanged 15
		SP:Iteration 49Q (25831.050000 sec): 3 clusters
  Score: Raw -3699070.603095 + Penalty 4939.155966 = -3694131.447129
  nChanged 20
		SP:Iteration 50Q (25831.450000 sec): 3 clusters
  Score: Raw -3699073.508742 + Penalty 4939.155966 = -3694134.352776
  nChanged 14
		SP:Iteration 51Q (25831.780000 sec): 3 clusters
  Score: Raw -3699075.068513 + Penalty 4939.155966 = -3694135.912547
  nChanged 15
		SP:Iteration 52Q (25832.130000 sec): 3 clusters
  Score: Raw -3699076.375347 + Penalty 4939.155966 = -3694137.219381
  nChanged 12
		SP:Iteration 53Q (25832.450000 sec): 3 clusters
  Score: Raw -3699077.837830 + Penalty 4939.155966 = -3694138.681864
  nChanged 11
		SP:Iteration 54Q (25832.780000 sec): 3 clusters
  Score: Raw -3699079.000679 + Penalty 4939.155966 = -3694139.844713
  nChanged 11
		SP:Iteration 55Q (25833.140000 sec): 3 clusters
  Score: Raw -3699079.892442 + Penalty 4939.155966 = -3694140.736476
  nChanged 6
		SP:Iteration 56Q (25833.510000 sec): 3 clusters
  Score: Raw -3699080.497760 + Penalty 4939.155966 = -3694141.341794
  nChanged 7
		SP:Iteration 57Q (25833.840000 sec): 3 clusters
  Score: Raw -3699081.368263 + Penalty 4939.155966 = -3694142.212297
  nChanged 9
		SP:Iteration 58Q (25834.200000 sec): 3 clusters
  Score: Raw -3699082.804564 + Penalty 4939.155966 = -3694143.648598
  nChanged 17
		SP:Iteration 59Q (25834.460000 sec): 3 clusters
  Score: Raw -3699084.857016 + Penalty 4939.155966 = -3694145.701050
  nChanged 18
		SP:Iteration 60F (25834.770000 sec): 3 clusters
  Score: Raw -3699087.139202 + Penalty 4939.155966 = -3694147.983236
  nChanged 22
		SP:Iteration 61Q (25835.100000 sec): 3 clusters
  Score: Raw -3699089.496441 + Penalty 4939.155966 = -3694150.340475
  nChanged 23
		SP:Iteration 62Q (25835.400000 sec): 3 clusters
  Score: Raw -3699091.477095 + Penalty 4939.155966 = -3694152.321129
  nChanged 19
		SP:Iteration 63Q (25835.750000 sec): 3 clusters
  Score: Raw -3699093.654159 + Penalty 4939.155966 = -3694154.498193
  nChanged 19
		SP:Iteration 64Q (25836.050000 sec): 3 clusters
  Score: Raw -3699096.554328 + Penalty 4939.155966 = -3694157.398362
  nChanged 29
		SP:Iteration 65Q (25836.360000 sec): 3 clusters
  Score: Raw -3699100.847448 + Penalty 4939.155966 = -3694161.691482
  nChanged 25
		SP:Iteration 66Q (25836.700000 sec): 3 clusters
  Score: Raw -3699104.082989 + Penalty 4939.155966 = -3694164.927023
  nChanged 27
		SP:Iteration 67Q (25837.040000 sec): 3 clusters
  Score: Raw -3699106.942723 + Penalty 4939.155966 = -3694167.786757
  nChanged 25
		SP:Iteration 68Q (25837.370000 sec): 3 clusters
  Score: Raw -3699109.872714 + Penalty 4939.155966 = -3694170.716748
  nChanged 20
		SP:Iteration 69Q (25837.650000 sec): 3 clusters
  Score: Raw -3699111.999851 + Penalty 4939.155966 = -3694172.843885
  nChanged 17
		SP:Iteration 70Q (25837.950000 sec): 3 clusters
  Score: Raw -3699114.022624 + Penalty 4939.155966 = -3694174.866658
  nChanged 23
		SP:Iteration 71Q (25838.270000 sec): 3 clusters
  Score: Raw -3699116.956051 + Penalty 4939.155966 = -3694177.800085
  nChanged 22
		SP:Iteration 72Q (25838.630000 sec): 3 clusters
  Score: Raw -3699119.535543 + Penalty 4939.155966 = -3694180.379577
  nChanged 16
		SP:Iteration 73Q (25838.930000 sec): 3 clusters
  Score: Raw -3699121.512253 + Penalty 4939.155966 = -3694182.356287
  nChanged 26
		SP:Iteration 74Q (25839.310000 sec): 3 clusters
  Score: Raw -3699124.783475 + Penalty 4939.155966 = -3694185.627509
  nChanged 33
		SP:Iteration 75Q (25839.620000 sec): 3 clusters
  Score: Raw -3699128.591164 + Penalty 4939.155966 = -3694189.435198
  nChanged 29
		SP:Iteration 76Q (25839.880000 sec): 3 clusters
  Score: Raw -3699132.820596 + Penalty 4939.155966 = -3694193.664630
  nChanged 37
		SP:Iteration 77Q (25840.220000 sec): 3 clusters
  Score: Raw -3699138.330840 + Penalty 4939.155966 = -3694199.174874
  nChanged 41
		SP:Iteration 78Q (25840.640000 sec): 3 clusters
  Score: Raw -3699143.311657 + Penalty 4939.155966 = -3694204.155691
  nChanged 33
		SP:Iteration 79Q (25840.990000 sec): 3 clusters
  Score: Raw -3699147.155515 + Penalty 4939.155966 = -3694207.999549
  nChanged 28
		SP:Iteration 80F (25841.280000 sec): 3 clusters
  Score: Raw -3699150.528712 + Penalty 4939.155966 = -3694211.372746
  nChanged 25
		SP:Iteration 81Q (25841.600000 sec): 3 clusters
  Score: Raw -3699153.561092 + Penalty 4939.155966 = -3694214.405126
  nChanged 32
		SP:Iteration 82Q (25841.920000 sec): 3 clusters
  Score: Raw -3699157.723694 + Penalty 4939.155966 = -3694218.567728
  nChanged 30
		SP:Iteration 83Q (25842.280000 sec): 3 clusters
  Score: Raw -3699161.605303 + Penalty 4939.155966 = -3694222.449337
  nChanged 34
		SP:Iteration 84Q (25842.610000 sec): 3 clusters
  Score: Raw -3699166.383612 + Penalty 4939.155966 = -3694227.227646
  nChanged 29
		SP:Iteration 85Q (25842.920000 sec): 3 clusters
  Score: Raw -3699170.681294 + Penalty 4939.155966 = -3694231.525328
  nChanged 37
		SP:Iteration 86Q (25843.250000 sec): 3 clusters
  Score: Raw -3699175.606423 + Penalty 4939.155966 = -3694236.450457
  nChanged 35
		SP:Iteration 87Q (25843.570000 sec): 3 clusters
  Score: Raw -3699179.543849 + Penalty 4939.155966 = -3694240.387883
  nChanged 32
		SP:Iteration 88Q (25843.850000 sec): 3 clusters
  Score: Raw -3699183.022235 + Penalty 4939.155966 = -3694243.866269
  nChanged 25
		SP:Iteration 89Q (25844.190000 sec): 3 clusters
  Score: Raw -3699186.079172 + Penalty 4939.155966 = -3694246.923206
  nChanged 28
		SP:Iteration 90Q (25844.490000 sec): 3 clusters
  Score: Raw -3699189.009388 + Penalty 4939.155966 = -3694249.853422
  nChanged 25
		SP:Iteration 91Q (25844.870000 sec): 3 clusters
  Score: Raw -3699191.624363 + Penalty 4939.155966 = -3694252.468397
  nChanged 26
		SP:Iteration 92Q (25845.190000 sec): 3 clusters
  Score: Raw -3699194.617922 + Penalty 4939.155966 = -3694255.461956
  nChanged 23
		SP:Iteration 93Q (25845.580000 sec): 3 clusters
  Score: Raw -3699197.144057 + Penalty 4939.155966 = -3694257.988091
  nChanged 26
		SP:Iteration 94Q (25845.910000 sec): 3 clusters
  Score: Raw -3699200.510215 + Penalty 4939.155966 = -3694261.354249
  nChanged 22
		SP:Iteration 95Q (25846.230000 sec): 3 clusters
  Score: Raw -3699203.127163 + Penalty 4939.155966 = -3694263.971197
  nChanged 18
		SP:Iteration 96Q (25846.550000 sec): 3 clusters
  Score: Raw -3699205.465000 + Penalty 4939.155966 = -3694266.309034
  nChanged 26
		SP:Iteration 97Q (25846.900000 sec): 3 clusters
  Score: Raw -3699209.121131 + Penalty 4939.155966 = -3694269.965166
  nChanged 34
		SP:Iteration 98Q (25847.230000 sec): 3 clusters
  Score: Raw -3699213.895367 + Penalty 4939.155966 = -3694274.739401
  nChanged 36
		SP:Iteration 99Q (25847.530000 sec): 3 clusters
  Score: Raw -3699219.828830 + Penalty 4939.155966 = -3694280.672864
  nChanged 46
		SP:Iteration 100F (25847.850000 sec): 3 clusters
  Score: Raw -3699226.050239 + Penalty 4939.155966 = -3694286.894273
  nChanged 42
		SP:Iteration 101Q (25848.190000 sec): 3 clusters
  Score: Raw -3699231.448583 + Penalty 4939.155966 = -3694292.292617
  nChanged 50
		SP:Iteration 102Q (25848.510000 sec): 3 clusters
  Score: Raw -3699238.247357 + Penalty 4939.155966 = -3694299.091391
  nChanged 47
		SP:Iteration 103Q (25848.780000 sec): 3 clusters
  Score: Raw -3699244.805913 + Penalty 4939.155966 = -3694305.649947
  nChanged 47
		SP:Iteration 104Q (25849.130000 sec): 3 clusters
  Score: Raw -3699251.616440 + Penalty 4939.155966 = -3694312.460474
  nChanged 41
		SP:Iteration 105Q (25849.460000 sec): 3 clusters
  Score: Raw -3699257.191685 + Penalty 4939.155966 = -3694318.035719
  nChanged 49
		SP:Iteration 106Q (25849.790000 sec): 3 clusters
  Score: Raw -3699265.312846 + Penalty 4939.155966 = -3694326.156880
  nChanged 59
		SP:Iteration 107Q (25850.110000 sec): 3 clusters
  Score: Raw -3699274.976252 + Penalty 4939.155966 = -3694335.820286
  nChanged 56
		SP:Iteration 108Q (25850.410000 sec): 3 clusters
  Score: Raw -3699282.813439 + Penalty 4939.155966 = -3694343.657473
  nChanged 52
		SP:Iteration 109Q (25850.770000 sec): 3 clusters
  Score: Raw -3699289.432315 + Penalty 4939.155966 = -3694350.276349
  nChanged 48
		SP:Iteration 110Q (25851.090000 sec): 3 clusters
  Score: Raw -3699296.152849 + Penalty 4939.155966 = -3694356.996883
  nChanged 47
		SP:Iteration 111Q (25851.390000 sec): 3 clusters
  Score: Raw -3699303.389106 + Penalty 4939.155966 = -3694364.233140
  nChanged 52
		SP:Iteration 112Q (25851.770000 sec): 3 clusters
  Score: Raw -3699310.084343 + Penalty 4939.155966 = -3694370.928377
  nChanged 51
		SP:Iteration 113Q (25852.050000 sec): 3 clusters
  Score: Raw -3699317.323159 + Penalty 4939.155966 = -3694378.167193
  nChanged 55
		SP:Iteration 114Q (25852.410000 sec): 3 clusters
  Score: Raw -3699325.626072 + Penalty 4939.155966 = -3694386.470106
  nChanged 54
		SP:Iteration 115Q (25852.800000 sec): 3 clusters
  Score: Raw -3699334.717085 + Penalty 4939.155966 = -3694395.561119
  nChanged 68
		SP:Iteration 116Q (25853.130000 sec): 3 clusters
  Score: Raw -3699346.928391 + Penalty 4939.155966 = -3694407.772425
  nChanged 63
		SP:Iteration 117Q (25853.460000 sec): 3 clusters
  Score: Raw -3699356.951124 + Penalty 4939.155966 = -3694417.795158
  nChanged 63
		SP:Iteration 118Q (25853.770000 sec): 3 clusters
  Score: Raw -3699366.862051 + Penalty 4939.155966 = -3694427.706085
  nChanged 64
		SP:Iteration 119Q (25854.100000 sec): 3 clusters
  Score: Raw -3699378.984259 + Penalty 4939.155966 = -3694439.828293
  nChanged 76
		SP:Iteration 120F (25854.390000 sec): 3 clusters
  Score: Raw -3699391.991072 + Penalty 4939.155966 = -3694452.835106
  nChanged 69
		SP:Iteration 121Q (25854.690000 sec): 3 clusters
  Score: Raw -3699404.928881 + Penalty 4939.155966 = -3694465.772915
  nChanged 76
		SP:Iteration 122Q (25855.010000 sec): 3 clusters
  Score: Raw -3699420.534322 + Penalty 4939.155966 = -3694481.378356
  nChanged 76
		SP:Iteration 123Q (25855.360000 sec): 3 clusters
  Score: Raw -3699437.348501 + Penalty 4939.155966 = -3694498.192535
  nChanged 89
		SP:Iteration 124Q (25855.690000 sec): 3 clusters
  Score: Raw -3699456.178342 + Penalty 4939.155966 = -3694517.022376
  nChanged 86
		SP:Iteration 125Q (25856.030000 sec): 3 clusters
  Score: Raw -3699474.491405 + Penalty 4939.155966 = -3694535.335439
  nChanged 96
		SP:Iteration 126Q (25856.380000 sec): 3 clusters
  Score: Raw -3699494.709623 + Penalty 4939.155966 = -3694555.553657
  nChanged 107
		SP:Iteration 127Q (25856.760000 sec): 3 clusters
  Score: Raw -3699518.870250 + Penalty 4939.155966 = -3694579.714284
  nChanged 113
		SP:Iteration 128Q (25857.040000 sec): 3 clusters
  Score: Raw -3699548.124742 + Penalty 4939.155966 = -3694608.968776
  nChanged 138
		SP:Iteration 129Q (25857.320000 sec): 3 clusters
  Score: Raw -3699588.621578 + Penalty 4939.155966 = -3694649.465612
  nChanged 136
		SP:Iteration 130Q (25857.620000 sec): 3 clusters
  Score: Raw -3699635.001496 + Penalty 4939.155966 = -3694695.845530
  nChanged 143
		SP:Iteration 131Q (25857.910000 sec): 3 clusters
  Score: Raw -3699687.917579 + Penalty 4939.155966 = -3694748.761613
  nChanged 170
		SP:Iteration 132Q (25858.210000 sec): 3 clusters
  Score: Raw -3699749.099851 + Penalty 4939.155966 = -3694809.943885
  nChanged 169
		SP:Iteration 133Q (25858.500000 sec): 3 clusters
  Score: Raw -3699821.291502 + Penalty 4939.155966 = -3694882.135536
  nChanged 189
		SP:Iteration 134Q (25858.810000 sec): 3 clusters
  Score: Raw -3699915.544102 + Penalty 4939.155966 = -3694976.388136
  nChanged 193
		SP:Iteration 135Q (25859.070000 sec): 3 clusters
  Score: Raw -3700012.594176 + Penalty 4939.155966 = -3695073.438210
  nChanged 195
		SP:Iteration 136Q (25859.390000 sec): 3 clusters
  Score: Raw -3700131.736860 + Penalty 4939.155966 = -3695192.580894
  nChanged 191
		SP:Iteration 137Q (25859.650000 sec): 3 clusters
  Score: Raw -3700266.851628 + Penalty 4939.155966 = -3695327.695662
  nChanged 168
		SP:Iteration 138Q (25860.010000 sec): 3 clusters
  Score: Raw -3700398.074820 + Penalty 4939.155966 = -3695458.918854
  nChanged 147
		SP:Iteration 139Q (25860.250000 sec): 3 clusters
  Score: Raw -3700510.263469 + Penalty 4939.155966 = -3695571.107503
  nChanged 104
		SP:Iteration 140F (25860.550000 sec): 3 clusters
  Score: Raw -3700594.625983 + Penalty 4939.155966 = -3695655.470017
  nChanged 108
		SP:Iteration 141Q (25860.810000 sec): 3 clusters
  Score: Raw -3700682.803236 + Penalty 4939.155966 = -3695743.647270
  nChanged 93
		SP:Iteration 142Q (25861.110000 sec): 3 clusters
  Score: Raw -3700748.445664 + Penalty 4939.155966 = -3695809.289698
  nChanged 77
		SP:Iteration 143Q (25861.390000 sec): 3 clusters
  Score: Raw -3700805.357513 + Penalty 4939.155966 = -3695866.201547
  nChanged 68
		SP:Iteration 144Q (25861.670000 sec): 3 clusters
  Score: Raw -3700856.149833 + Penalty 4939.155966 = -3695916.993867
  nChanged 47
		SP:Iteration 145Q (25861.990000 sec): 3 clusters
  Score: Raw -3700896.620206 + Penalty 4939.155966 = -3695957.464240
  nChanged 55
		SP:Iteration 146Q (25862.250000 sec): 3 clusters
  Score: Raw -3700928.095188 + Penalty 4939.155966 = -3695988.939222
  nChanged 33
		SP:Iteration 147Q (25862.560000 sec): 3 clusters
  Score: Raw -3700954.545591 + Penalty 4939.155966 = -3696015.389625
  nChanged 32
		SP:Iteration 148Q (25862.830000 sec): 3 clusters
  Score: Raw -3700977.622509 + Penalty 4939.155966 = -3696038.466543
  nChanged 31
		SP:Iteration 149Q (25863.110000 sec): 3 clusters
  Score: Raw -3700996.737824 + Penalty 4939.155966 = -3696057.581858
  nChanged 24
		SP:Iteration 150Q (25863.380000 sec): 3 clusters
  Score: Raw -3701008.900650 + Penalty 4939.155966 = -3696069.744684
  nChanged 22
		SP:Iteration 151Q (25863.650000 sec): 3 clusters
  Score: Raw -3701023.379463 + Penalty 4939.155966 = -3696084.223497
  nChanged 22
		SP:Iteration 152Q (25863.920000 sec): 3 clusters
  Score: Raw -3701037.045591 + Penalty 4939.155966 = -3696097.889625
  nChanged 16
		SP:Iteration 153Q (25864.160000 sec): 3 clusters
  Score: Raw -3701044.325272 + Penalty 4939.155966 = -3696105.169306
  nChanged 11
		SP:Iteration 154Q (25864.440000 sec): 3 clusters
  Score: Raw -3701048.602826 + Penalty 4939.155966 = -3696109.446861
  nChanged 9
		SP:Iteration 155Q (25864.730000 sec): 3 clusters
  Score: Raw -3701052.846536 + Penalty 4939.155966 = -3696113.690570
  nChanged 3
		SP:Iteration 156Q (25865.010000 sec): 3 clusters
  Score: Raw -3701054.271219 + Penalty 4939.155966 = -3696115.115253
  nChanged 1
		SP:Iteration 157Q (25865.300000 sec): 3 clusters
  Score: Raw -3701054.685665 + Penalty 4939.155966 = -3696115.529699
  nChanged 1
		SP:Iteration 158Q (25865.540000 sec): 3 clusters
  Score: Raw -3701055.194231 + Penalty 4939.155966 = -3696116.038265
  nChanged 0
		SP:Iteration 159F (25865.790000 sec): 3 clusters
  Score: Raw -3701055.194231 + Penalty 4939.155966 = -3696116.038265
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25865.920000 sec): 2 clusters
  Score: Raw -42216.275861 + Penalty 1396.540522 = -40819.735339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25866.070000 sec): 3 clusters
  Score: Raw -42395.882939 + Penalty 2793.081044 = -39602.801896
  nChanged 25
		SP:Iteration 1F (25866.240000 sec): 3 clusters
  Score: Raw -42482.404498 + Penalty 2793.081044 = -39689.323454
  nChanged 3
		SP:Iteration 2Q (25866.400000 sec): 3 clusters
  Score: Raw -42494.103953 + Penalty 2793.081044 = -39701.022909
  nChanged 2
		SP:Iteration 3Q (25866.530000 sec): 3 clusters
  Score: Raw -42503.204498 + Penalty 2793.081044 = -39710.123454
  nChanged 1
		SP:Iteration 4Q (25866.660000 sec): 3 clusters
  Score: Raw -42508.733706 + Penalty 2793.081044 = -39715.652662
  nChanged 0
		SP:Iteration 5F (25866.780000 sec): 3 clusters
  Score: Raw -42508.733706 + Penalty 2793.081044 = -39715.652662
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25866.850000 sec): 2 clusters
  Score: Raw -110339.175228 + Penalty 1599.716665 = -108739.458563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25866.980000 sec): 3 clusters
  Score: Raw -110338.431728 + Penalty 3199.433329 = -107138.998399
  nChanged 142
		SP:Iteration 1F (25867.160000 sec): 3 clusters
  Score: Raw -110613.960831 + Penalty 3199.433329 = -107414.527502
  nChanged 43
		SP:Iteration 2F (25867.310000 sec): 3 clusters
  Score: Raw -110729.989254 + Penalty 3199.433329 = -107530.555925
  nChanged 25
		SP:Iteration 3Q (25867.420000 sec): 3 clusters
  Score: Raw -110793.919681 + Penalty 3199.433329 = -107594.486352
  nChanged 20
		SP:Iteration 4Q (25867.600000 sec): 3 clusters
  Score: Raw -110841.911366 + Penalty 3199.433329 = -107642.478037
  nChanged 7
		SP:Iteration 5Q (25867.720000 sec): 3 clusters
  Score: Raw -110859.082551 + Penalty 3199.433329 = -107659.649222
  nChanged 5
		SP:Iteration 6Q (25867.880000 sec): 3 clusters
  Score: Raw -110877.357603 + Penalty 3199.433329 = -107677.924274
  nChanged 3
		SP:Iteration 7Q (25868.090000 sec): 3 clusters
  Score: Raw -110883.800102 + Penalty 3199.433329 = -107684.366772
  nChanged 2
		SP:Iteration 8Q (25868.250000 sec): 3 clusters
  Score: Raw -110893.809869 + Penalty 3199.433329 = -107694.376540
  nChanged 3
		SP:Iteration 9Q (25868.430000 sec): 3 clusters
  Score: Raw -110900.451261 + Penalty 3199.433329 = -107701.017931
  nChanged 5
		SP:Iteration 10Q (25868.580000 sec): 3 clusters
  Score: Raw -110919.541693 + Penalty 3199.433329 = -107720.108363
  nChanged 7
		SP:Iteration 11Q (25868.720000 sec): 3 clusters
  Score: Raw -110938.700136 + Penalty 3199.433329 = -107739.266806
  nChanged 7
		SP:Iteration 12Q (25868.880000 sec): 3 clusters
  Score: Raw -110954.996091 + Penalty 3199.433329 = -107755.562761
  nChanged 4
		SP:Iteration 13Q (25869.020000 sec): 3 clusters
  Score: Raw -110962.305876 + Penalty 3199.433329 = -107762.872546
  nChanged 2
		SP:Iteration 14Q (25869.140000 sec): 3 clusters
  Score: Raw -110965.472341 + Penalty 3199.433329 = -107766.039011
  nChanged 0
		SP:Iteration 15F (25869.260000 sec): 3 clusters
  Score: Raw -110965.472341 + Penalty 3199.433329 = -107766.039011
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25869.320000 sec): 2 clusters
  Score: Raw -69888.756865 + Penalty 1575.883770 = -68312.873095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25869.420000 sec): 3 clusters
  Score: Raw -69967.012995 + Penalty 3151.767540 = -66815.245454
  nChanged 126
		SP:Iteration 1F (25869.530000 sec): 3 clusters
  Score: Raw -70259.897467 + Penalty 3151.767540 = -67108.129927
  nChanged 43
		SP:Iteration 2F (25869.670000 sec): 3 clusters
  Score: Raw -70392.882655 + Penalty 3151.767540 = -67241.115114
  nChanged 25
		SP:Iteration 3Q (25869.800000 sec): 3 clusters
  Score: Raw -70460.443388 + Penalty 3151.767540 = -67308.675847
  nChanged 18
		SP:Iteration 4Q (25869.980000 sec): 3 clusters
  Score: Raw -70530.214688 + Penalty 3151.767540 = -67378.447148
  nChanged 17
		SP:Iteration 5Q (25870.150000 sec): 3 clusters
  Score: Raw -70636.753504 + Penalty 3151.767540 = -67484.985964
  nChanged 12
		SP:Iteration 6Q (25870.280000 sec): 3 clusters
  Score: Raw -70714.836914 + Penalty 3151.767540 = -67563.069374
  nChanged 16
		SP:Iteration 7Q (25870.430000 sec): 3 clusters
  Score: Raw -70892.868083 + Penalty 3151.767540 = -67741.100543
  nChanged 16
		SP:Iteration 8Q (25870.550000 sec): 3 clusters
  Score: Raw -70992.516173 + Penalty 3151.767540 = -67840.748633
  nChanged 9
		SP:Iteration 9Q (25870.620000 sec): 3 clusters
  Score: Raw -71039.169381 + Penalty 3151.767540 = -67887.401841
  nChanged 4
		SP:Iteration 10Q (25870.770000 sec): 3 clusters
  Score: Raw -71072.599305 + Penalty 3151.767540 = -67920.831765
  nChanged 3
		SP:Iteration 11Q (25870.860000 sec): 3 clusters
  Score: Raw -71080.340646 + Penalty 3151.767540 = -67928.573106
  nChanged 1
		SP:Iteration 12Q (25871.050000 sec): 3 clusters
  Score: Raw -71085.169619 + Penalty 3151.767540 = -67933.402078
  nChanged 2
		SP:Iteration 13Q (25871.170000 sec): 3 clusters
  Score: Raw -71103.677659 + Penalty 3151.767540 = -67951.910118
  nChanged 1
		SP:Iteration 14Q (25871.300000 sec): 3 clusters
  Score: Raw -71106.264838 + Penalty 3151.767540 = -67954.497298
  nChanged 1
		SP:Iteration 15Q (25871.470000 sec): 3 clusters
  Score: Raw -71110.914411 + Penalty 3151.767540 = -67959.146871
  nChanged 3
		SP:Iteration 16Q (25871.630000 sec): 3 clusters
  Score: Raw -71122.900984 + Penalty 3151.767540 = -67971.133443
  nChanged 0
		SP:Iteration 17F (25871.820000 sec): 3 clusters
  Score: Raw -71131.395659 + Penalty 3151.767540 = -67979.628118
  nChanged 2
		SP:Iteration 18Q (25872.000000 sec): 3 clusters
  Score: Raw -71153.526587 + Penalty 3151.767540 = -68001.759047
  nChanged 2
		SP:Iteration 19Q (25872.140000 sec): 3 clusters
  Score: Raw -71157.377746 + Penalty 3151.767540 = -68005.610206
  nChanged 1
		SP:Iteration 20F (25872.280000 sec): 3 clusters
  Score: Raw -71160.574682 + Penalty 3151.767540 = -68008.807142
  nChanged 1
		SP:Iteration 21Q (25872.420000 sec): 3 clusters
  Score: Raw -71161.467181 + Penalty 3151.767540 = -68009.699641
  nChanged 0
		SP:Iteration 22F (25872.560000 sec): 3 clusters
  Score: Raw -71161.467181 + Penalty 3151.767540 = -68009.699641
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25872.640000 sec): 2 clusters
  Score: Raw -29094.900373 + Penalty 1313.982707 = -27780.917666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25872.780000 sec): 3 clusters
  Score: Raw -29277.289870 + Penalty 2627.965414 = -26649.324456
  nChanged 13
		SP:Iteration 1F (25872.960000 sec): 3 clusters
  Score: Raw -29337.009493 + Penalty 2627.965414 = -26709.044079
  nChanged 5
		SP:Iteration 2Q (25873.100000 sec): 3 clusters
  Score: Raw -29365.471651 + Penalty 2627.965414 = -26737.506237
  nChanged 3
		SP:Iteration 3Q (25873.240000 sec): 3 clusters
  Score: Raw -29383.036490 + Penalty 2627.965414 = -26755.071076
  nChanged 1
		SP:Iteration 4Q (25873.390000 sec): 3 clusters
  Score: Raw -29384.815171 + Penalty 2627.965414 = -26756.849758
  nChanged 0
		SP:Iteration 5F (25873.530000 sec): 3 clusters
  Score: Raw -29384.815171 + Penalty 2627.965414 = -26756.849758
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25873.610000 sec): 2 clusters
  Score: Raw -254966.342314 + Penalty 1826.407660 = -253139.934655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25873.760000 sec): 3 clusters
  Score: Raw -254492.353426 + Penalty 3652.815319 = -250839.538107
  nChanged 500
		SP:Iteration 1F (25873.900000 sec): 3 clusters
  Score: Raw -255132.116552 + Penalty 3652.815319 = -251479.301233
  nChanged 152
		SP:Iteration 2F (25874.120000 sec): 3 clusters
  Score: Raw -255419.350326 + Penalty 3652.815319 = -251766.535007
  nChanged 123
		SP:Iteration 3F (25874.250000 sec): 3 clusters
  Score: Raw -255707.020825 + Penalty 3652.815319 = -252054.205506
  nChanged 97
		SP:Iteration 4F (25874.400000 sec): 3 clusters
  Score: Raw -255908.893519 + Penalty 3652.815319 = -252256.078200
  nChanged 77
		SP:Iteration 5Q (25874.630000 sec): 3 clusters
  Score: Raw -256035.008018 + Penalty 3652.815319 = -252382.192699
  nChanged 46
		SP:Iteration 6Q (25874.800000 sec): 3 clusters
  Score: Raw -256101.067120 + Penalty 3652.815319 = -252448.251801
  nChanged 23
		SP:Iteration 7Q (25874.980000 sec): 3 clusters
  Score: Raw -256122.186385 + Penalty 3652.815319 = -252469.371066
  nChanged 18
		SP:Iteration 8Q (25875.140000 sec): 3 clusters
  Score: Raw -256135.848415 + Penalty 3652.815319 = -252483.033096
  nChanged 9
		SP:Iteration 9Q (25875.340000 sec): 3 clusters
  Score: Raw -256144.253879 + Penalty 3652.815319 = -252491.438560
  nChanged 6
		SP:Iteration 10Q (25875.540000 sec): 3 clusters
  Score: Raw -256149.158034 + Penalty 3652.815319 = -252496.342715
  nChanged 8
		SP:Iteration 11Q (25875.670000 sec): 3 clusters
  Score: Raw -256157.387660 + Penalty 3652.815319 = -252504.572341
  nChanged 3
		SP:Iteration 12Q (25875.800000 sec): 3 clusters
  Score: Raw -256159.120381 + Penalty 3652.815319 = -252506.305062
  nChanged 3
		SP:Iteration 13Q (25876.010000 sec): 3 clusters
  Score: Raw -256160.810596 + Penalty 3652.815319 = -252507.995277
  nChanged 0
		SP:Iteration 14F (25876.200000 sec): 3 clusters
  Score: Raw -256160.810596 + Penalty 3652.815319 = -252507.995277
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25876.280000 sec): 2 clusters
  Score: Raw -163332.863172 + Penalty 1705.569426 = -161627.293746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25876.440000 sec): 3 clusters
  Score: Raw -163183.808547 + Penalty 3411.138851 = -159772.669696
  nChanged 237
		SP:Iteration 1F (25876.650000 sec): 3 clusters
  Score: Raw -163500.285716 + Penalty 3411.138851 = -160089.146864
  nChanged 59
		SP:Iteration 2F (25876.820000 sec): 3 clusters
  Score: Raw -163606.143388 + Penalty 3411.138851 = -160195.004536
  nChanged 27
		SP:Iteration 3Q (25876.990000 sec): 3 clusters
  Score: Raw -163647.449144 + Penalty 3411.138851 = -160236.310292
  nChanged 30
		SP:Iteration 4Q (25877.170000 sec): 3 clusters
  Score: Raw -163689.691878 + Penalty 3411.138851 = -160278.553027
  nChanged 24
		SP:Iteration 5Q (25877.350000 sec): 3 clusters
  Score: Raw -163710.764366 + Penalty 3411.138851 = -160299.625515
  nChanged 11
		SP:Iteration 6Q (25877.520000 sec): 3 clusters
  Score: Raw -163722.508635 + Penalty 3411.138851 = -160311.369783
  nChanged 7
		SP:Iteration 7Q (25877.740000 sec): 3 clusters
  Score: Raw -163729.797121 + Penalty 3411.138851 = -160318.658270
  nChanged 5
		SP:Iteration 8Q (25877.920000 sec): 3 clusters
  Score: Raw -163736.888927 + Penalty 3411.138851 = -160325.750076
  nChanged 5
		SP:Iteration 9Q (25878.080000 sec): 3 clusters
  Score: Raw -163743.989578 + Penalty 3411.138851 = -160332.850727
  nChanged 3
		SP:Iteration 10Q (25878.180000 sec): 3 clusters
  Score: Raw -163748.430842 + Penalty 3411.138851 = -160337.291990
  nChanged 5
		SP:Iteration 11Q (25878.320000 sec): 3 clusters
  Score: Raw -163753.980327 + Penalty 3411.138851 = -160342.841476
  nChanged 5
		SP:Iteration 12Q (25878.460000 sec): 3 clusters
  Score: Raw -163765.935378 + Penalty 3411.138851 = -160354.796527
  nChanged 10
		SP:Iteration 13Q (25878.600000 sec): 3 clusters
  Score: Raw -163786.314530 + Penalty 3411.138851 = -160375.175679
  nChanged 11
		SP:Iteration 14Q (25878.740000 sec): 3 clusters
  Score: Raw -163807.677546 + Penalty 3411.138851 = -160396.538695
  nChanged 9
		SP:Iteration 15Q (25878.870000 sec): 3 clusters
  Score: Raw -163822.101468 + Penalty 3411.138851 = -160410.962617
  nChanged 3
		SP:Iteration 16Q (25879.020000 sec): 3 clusters
  Score: Raw -163833.023105 + Penalty 3411.138851 = -160421.884254
  nChanged 6
		SP:Iteration 17Q (25879.160000 sec): 3 clusters
  Score: Raw -163850.272858 + Penalty 3411.138851 = -160439.134007
  nChanged 3
		SP:Iteration 18Q (25879.310000 sec): 3 clusters
  Score: Raw -163856.100533 + Penalty 3411.138851 = -160444.961681
  nChanged 1
		SP:Iteration 19Q (25879.500000 sec): 3 clusters
  Score: Raw -163857.541941 + Penalty 3411.138851 = -160446.403090
  nChanged 1
		SP:Iteration 20F (25879.690000 sec): 3 clusters
  Score: Raw -163858.597291 + Penalty 3411.138851 = -160447.458440
  nChanged 2
		SP:Iteration 21Q (25879.820000 sec): 3 clusters
  Score: Raw -163862.912716 + Penalty 3411.138851 = -160451.773864
  nChanged 6
		SP:Iteration 22Q (25879.960000 sec): 3 clusters
  Score: Raw -163872.413809 + Penalty 3411.138851 = -160461.274958
  nChanged 4
		SP:Iteration 23Q (25880.100000 sec): 3 clusters
  Score: Raw -163879.846500 + Penalty 3411.138851 = -160468.707649
  nChanged 5
		SP:Iteration 24Q (25880.250000 sec): 3 clusters
  Score: Raw -163888.480949 + Penalty 3411.138851 = -160477.342098
  nChanged 6
		SP:Iteration 25Q (25880.440000 sec): 3 clusters
  Score: Raw -163896.269051 + Penalty 3411.138851 = -160485.130199
  nChanged 1
		SP:Iteration 26Q (25880.590000 sec): 3 clusters
  Score: Raw -163897.045329 + Penalty 3411.138851 = -160485.906478
  nChanged 1
		SP:Iteration 27Q (25880.720000 sec): 3 clusters
  Score: Raw -163898.603954 + Penalty 3411.138851 = -160487.465103
  nChanged 2
		SP:Iteration 28Q (25880.850000 sec): 3 clusters
  Score: Raw -163902.076458 + Penalty 3411.138851 = -160490.937607
  nChanged 2
		SP:Iteration 29Q (25880.990000 sec): 3 clusters
  Score: Raw -163906.368614 + Penalty 3411.138851 = -160495.229763
  nChanged 3
		SP:Iteration 30Q (25881.090000 sec): 3 clusters
  Score: Raw -163908.173485 + Penalty 3411.138851 = -160497.034634
  nChanged 1
		SP:Iteration 31Q (25881.240000 sec): 3 clusters
  Score: Raw -163908.724480 + Penalty 3411.138851 = -160497.585629
  nChanged 0
		SP:Iteration 32F (25881.450000 sec): 3 clusters
  Score: Raw -163908.724480 + Penalty 3411.138851 = -160497.585629
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25881.510000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25881.700000 sec): 3 clusters
  Score: Raw -76350.848551 + Penalty 3063.230166 = -73287.618385
  nChanged 87
		SP:Iteration 1F (25881.890000 sec): 3 clusters
  Score: Raw -76534.854506 + Penalty 3063.230166 = -73471.624340
  nChanged 22
		SP:Iteration 2Q (25882.040000 sec): 3 clusters
  Score: Raw -76614.393589 + Penalty 3063.230166 = -73551.163423
  nChanged 12
		SP:Iteration 3Q (25882.220000 sec): 3 clusters
  Score: Raw -76653.823328 + Penalty 3063.230166 = -73590.593162
  nChanged 10
		SP:Iteration 4Q (25882.400000 sec): 3 clusters
  Score: Raw -76693.296551 + Penalty 3063.230166 = -73630.066385
  nChanged 6
		SP:Iteration 5Q (25882.590000 sec): 3 clusters
  Score: Raw -76724.388645 + Penalty 3063.230166 = -73661.158479
  nChanged 12
		SP:Iteration 6Q (25882.760000 sec): 3 clusters
  Score: Raw -76756.962370 + Penalty 3063.230166 = -73693.732204
  nChanged 9
		SP:Iteration 7Q (25882.950000 sec): 3 clusters
  Score: Raw -76782.715671 + Penalty 3063.230166 = -73719.485505
  nChanged 13
		SP:Iteration 8Q (25883.130000 sec): 3 clusters
  Score: Raw -76832.224071 + Penalty 3063.230166 = -73768.993905
  nChanged 6
		SP:Iteration 9Q (25883.250000 sec): 3 clusters
  Score: Raw -76852.089944 + Penalty 3063.230166 = -73788.859778
  nChanged 2
		SP:Iteration 10Q (25883.450000 sec): 3 clusters
  Score: Raw -76856.840251 + Penalty 3063.230166 = -73793.610085
  nChanged 3
		SP:Iteration 11Q (25883.610000 sec): 3 clusters
  Score: Raw -76866.274695 + Penalty 3063.230166 = -73803.044529
  nChanged 4
		SP:Iteration 12Q (25883.800000 sec): 3 clusters
  Score: Raw -76876.585562 + Penalty 3063.230166 = -73813.355396
  nChanged 2
		SP:Iteration 13Q (25883.980000 sec): 3 clusters
  Score: Raw -76882.827512 + Penalty 3063.230166 = -73819.597346
  nChanged 2
		SP:Iteration 14Q (25884.140000 sec): 3 clusters
  Score: Raw -76891.832981 + Penalty 3063.230166 = -73828.602815
  nChanged 4
		SP:Iteration 15Q (25884.320000 sec): 3 clusters
  Score: Raw -76900.772439 + Penalty 3063.230166 = -73837.542274
  nChanged 2
		SP:Iteration 16Q (25884.500000 sec): 3 clusters
  Score: Raw -76907.131459 + Penalty 3063.230166 = -73843.901293
  nChanged 2
		SP:Iteration 17Q (25884.680000 sec): 3 clusters
  Score: Raw -76911.233613 + Penalty 3063.230166 = -73848.003447
  nChanged 0
		SP:Iteration 18F (25884.880000 sec): 3 clusters
  Score: Raw -76911.233613 + Penalty 3063.230166 = -73848.003447
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25884.950000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25885.120000 sec): 3 clusters
  Score: Raw -38401.017783 + Penalty 2736.656637 = -35664.361147
  nChanged 27
		SP:Iteration 1F (25885.290000 sec): 3 clusters
  Score: Raw -38501.999034 + Penalty 2736.656637 = -35765.342397
  nChanged 3
		SP:Iteration 2Q (25885.460000 sec): 3 clusters
  Score: Raw -38510.562583 + Penalty 2736.656637 = -35773.905946
  nChanged 1
		SP:Iteration 3Q (25885.600000 sec): 3 clusters
  Score: Raw -38514.377458 + Penalty 2736.656637 = -35777.720821
  nChanged 0
		SP:Iteration 4F (25885.800000 sec): 3 clusters
  Score: Raw -38514.377458 + Penalty 2736.656637 = -35777.720821
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25885.870000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25886.060000 sec): 3 clusters
  Score: Raw -39889.680370 + Penalty 2769.414169 = -37120.266201
  nChanged 27
		SP:Iteration 1F (25886.280000 sec): 3 clusters
  Score: Raw -40003.671444 + Penalty 2769.414169 = -37234.257275
  nChanged 8
		SP:Iteration 2Q (25886.450000 sec): 3 clusters
  Score: Raw -40045.112062 + Penalty 2769.414169 = -37275.697893
  nChanged 5
		SP:Iteration 3Q (25886.600000 sec): 3 clusters
  Score: Raw -40061.133766 + Penalty 2769.414169 = -37291.719597
  nChanged 1
		SP:Iteration 4Q (25886.810000 sec): 3 clusters
  Score: Raw -40066.015233 + Penalty 2769.414169 = -37296.601064
  nChanged 0
		SP:Iteration 5F (25886.980000 sec): 3 clusters
  Score: Raw -40066.015233 + Penalty 2769.414169 = -37296.601064
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25887.060000 sec): 2 clusters
  Score: Raw -398993.247695 + Penalty 1930.858782 = -397062.388913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25887.230000 sec): 3 clusters
  Score: Raw -398090.440786 + Penalty 3861.717565 = -394228.723222
  nChanged 793
		SP:Iteration 1F (25887.400000 sec): 3 clusters
  Score: Raw -398659.691156 + Penalty 3861.717565 = -394797.973591
  nChanged 183
		SP:Iteration 2F (25887.570000 sec): 3 clusters
  Score: Raw -398812.557323 + Penalty 3861.717565 = -394950.839758
  nChanged 129
		SP:Iteration 3F (25887.760000 sec): 3 clusters
  Score: Raw -398916.147634 + Penalty 3861.717565 = -395054.430069
  nChanged 83
		SP:Iteration 4Q (25887.940000 sec): 3 clusters
  Score: Raw -398985.950757 + Penalty 3861.717565 = -395124.233192
  nChanged 72
		SP:Iteration 5Q (25888.160000 sec): 3 clusters
  Score: Raw -399035.774527 + Penalty 3861.717565 = -395174.056962
  nChanged 59
		SP:Iteration 6Q (25888.340000 sec): 3 clusters
  Score: Raw -399082.198770 + Penalty 3861.717565 = -395220.481206
  nChanged 41
		SP:Iteration 7Q (25888.520000 sec): 3 clusters
  Score: Raw -399109.458430 + Penalty 3861.717565 = -395247.740865
  nChanged 30
		SP:Iteration 8Q (25888.710000 sec): 3 clusters
  Score: Raw -399134.307715 + Penalty 3861.717565 = -395272.590150
  nChanged 30
		SP:Iteration 9Q (25888.880000 sec): 3 clusters
  Score: Raw -399153.210228 + Penalty 3861.717565 = -395291.492664
  nChanged 20
		SP:Iteration 10Q (25889.040000 sec): 3 clusters
  Score: Raw -399167.649959 + Penalty 3861.717565 = -395305.932394
  nChanged 14
		SP:Iteration 11Q (25889.240000 sec): 3 clusters
  Score: Raw -399174.966406 + Penalty 3861.717565 = -395313.248842
  nChanged 11
		SP:Iteration 12Q (25889.370000 sec): 3 clusters
  Score: Raw -399181.797521 + Penalty 3861.717565 = -395320.079956
  nChanged 7
		SP:Iteration 13Q (25889.560000 sec): 3 clusters
  Score: Raw -399186.566356 + Penalty 3861.717565 = -395324.848792
  nChanged 8
		SP:Iteration 14Q (25889.700000 sec): 3 clusters
  Score: Raw -399192.929241 + Penalty 3861.717565 = -395331.211677
  nChanged 12
		SP:Iteration 15Q (25889.810000 sec): 3 clusters
  Score: Raw -399198.884825 + Penalty 3861.717565 = -395337.167260
  nChanged 4
		SP:Iteration 16Q (25889.940000 sec): 3 clusters
  Score: Raw -399201.082423 + Penalty 3861.717565 = -395339.364858
  nChanged 7
		SP:Iteration 17Q (25890.080000 sec): 3 clusters
  Score: Raw -399205.072340 + Penalty 3861.717565 = -395343.354775
  nChanged 5
		SP:Iteration 18Q (25890.210000 sec): 3 clusters
  Score: Raw -399207.890300 + Penalty 3861.717565 = -395346.172735
  nChanged 6
		SP:Iteration 19Q (25890.340000 sec): 3 clusters
  Score: Raw -399210.259781 + Penalty 3861.717565 = -395348.542217
  nChanged 2
		SP:Iteration 20F (25890.470000 sec): 3 clusters
  Score: Raw -399210.769580 + Penalty 3861.717565 = -395349.052016
  nChanged 1
		SP:Iteration 21Q (25890.600000 sec): 3 clusters
  Score: Raw -399211.005796 + Penalty 3861.717565 = -395349.288231
  nChanged 0
		SP:Iteration 22F (25890.730000 sec): 3 clusters
  Score: Raw -399211.005796 + Penalty 3861.717565 = -395349.288231
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25890.800000 sec): 2 clusters
  Score: Raw -77345.762738 + Penalty 1525.877708 = -75819.885030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25890.930000 sec): 3 clusters
  Score: Raw -77333.172886 + Penalty 3051.755417 = -74281.417469
  nChanged 79
		SP:Iteration 1F (25891.110000 sec): 3 clusters
  Score: Raw -77515.032490 + Penalty 3051.755417 = -74463.277073
  nChanged 25
		SP:Iteration 2F (25891.280000 sec): 3 clusters
  Score: Raw -77594.412337 + Penalty 3051.755417 = -74542.656921
  nChanged 18
		SP:Iteration 3Q (25891.420000 sec): 3 clusters
  Score: Raw -77646.057661 + Penalty 3051.755417 = -74594.302244
  nChanged 6
		SP:Iteration 4Q (25891.560000 sec): 3 clusters
  Score: Raw -77658.092680 + Penalty 3051.755417 = -74606.337264
  nChanged 1
		SP:Iteration 5Q (25891.750000 sec): 3 clusters
  Score: Raw -77662.831005 + Penalty 3051.755417 = -74611.075589
  nChanged 0
		SP:Iteration 6F (25891.980000 sec): 3 clusters
  Score: Raw -77662.831005 + Penalty 3051.755417 = -74611.075589
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25892.080000 sec): 2 clusters
  Score: Raw -652849.234597 + Penalty 2037.053052 = -650812.181545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25892.270000 sec): 3 clusters
  Score: Raw -651196.159871 + Penalty 4074.106103 = -647122.053767
  nChanged 1346
		SP:Iteration 1F (25892.450000 sec): 3 clusters
  Score: Raw -652048.164647 + Penalty 4074.106103 = -647974.058544
  nChanged 323
		SP:Iteration 2F (25892.650000 sec): 3 clusters
  Score: Raw -652282.363108 + Penalty 4074.106103 = -648208.257005
  nChanged 218
		SP:Iteration 3F (25892.830000 sec): 3 clusters
  Score: Raw -652465.779415 + Penalty 4074.106103 = -648391.673311
  nChanged 173
		SP:Iteration 4Q (25892.980000 sec): 3 clusters
  Score: Raw -652601.991802 + Penalty 4074.106103 = -648527.885699
  nChanged 155
		SP:Iteration 5Q (25893.160000 sec): 3 clusters
  Score: Raw -652716.900754 + Penalty 4074.106103 = -648642.794650
  nChanged 127
		SP:Iteration 6Q (25893.330000 sec): 3 clusters
  Score: Raw -652809.167719 + Penalty 4074.106103 = -648735.061615
  nChanged 112
		SP:Iteration 7Q (25893.490000 sec): 3 clusters
  Score: Raw -652894.515458 + Penalty 4074.106103 = -648820.409355
  nChanged 115
		SP:Iteration 8Q (25893.660000 sec): 3 clusters
  Score: Raw -652978.059538 + Penalty 4074.106103 = -648903.953434
  nChanged 106
		SP:Iteration 9Q (25893.810000 sec): 3 clusters
  Score: Raw -653054.669464 + Penalty 4074.106103 = -648980.563360
  nChanged 90
		SP:Iteration 10Q (25894.020000 sec): 3 clusters
  Score: Raw -653111.975747 + Penalty 4074.106103 = -649037.869643
  nChanged 67
		SP:Iteration 11Q (25894.260000 sec): 3 clusters
  Score: Raw -653154.284432 + Penalty 4074.106103 = -649080.178329
  nChanged 67
		SP:Iteration 12Q (25894.460000 sec): 3 clusters
  Score: Raw -653198.035987 + Penalty 4074.106103 = -649123.929883
  nChanged 67
		SP:Iteration 13Q (25894.660000 sec): 3 clusters
  Score: Raw -653237.534499 + Penalty 4074.106103 = -649163.428396
  nChanged 61
		SP:Iteration 14Q (25894.800000 sec): 3 clusters
  Score: Raw -653275.338769 + Penalty 4074.106103 = -649201.232666
  nChanged 58
		SP:Iteration 15Q (25894.930000 sec): 3 clusters
  Score: Raw -653305.678059 + Penalty 4074.106103 = -649231.571956
  nChanged 48
		SP:Iteration 16Q (25895.140000 sec): 3 clusters
  Score: Raw -653326.856401 + Penalty 4074.106103 = -649252.750298
  nChanged 23
		SP:Iteration 17Q (25895.340000 sec): 3 clusters
  Score: Raw -653337.139055 + Penalty 4074.106103 = -649263.032951
  nChanged 29
		SP:Iteration 18Q (25895.460000 sec): 3 clusters
  Score: Raw -653351.005786 + Penalty 4074.106103 = -649276.899683
  nChanged 27
		SP:Iteration 19Q (25895.600000 sec): 3 clusters
  Score: Raw -653363.814682 + Penalty 4074.106103 = -649289.708579
  nChanged 18
		SP:Iteration 20F (25895.750000 sec): 3 clusters
  Score: Raw -653369.384552 + Penalty 4074.106103 = -649295.278449
  nChanged 8
		SP:Iteration 21Q (25895.910000 sec): 3 clusters
  Score: Raw -653371.507150 + Penalty 4074.106103 = -649297.401046
  nChanged 6
		SP:Iteration 22Q (25896.060000 sec): 3 clusters
  Score: Raw -653373.253584 + Penalty 4074.106103 = -649299.147480
  nChanged 4
		SP:Iteration 23Q (25896.220000 sec): 3 clusters
  Score: Raw -653374.382431 + Penalty 4074.106103 = -649300.276328
  nChanged 1
		SP:Iteration 24Q (25896.420000 sec): 3 clusters
  Score: Raw -653374.576839 + Penalty 4074.106103 = -649300.470735
  nChanged 0
		SP:Iteration 25F (25896.570000 sec): 3 clusters
  Score: Raw -653374.576839 + Penalty 4074.106103 = -649300.470735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25896.640000 sec): 2 clusters
  Score: Raw -192195.730346 + Penalty 1747.784271 = -190447.946075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25896.840000 sec): 3 clusters
  Score: Raw -191872.152732 + Penalty 3495.568542 = -188376.584190
  nChanged 338
		SP:Iteration 1F (25896.940000 sec): 3 clusters
  Score: Raw -192202.270186 + Penalty 3495.568542 = -188706.701644
  nChanged 74
		SP:Iteration 2F (25897.060000 sec): 3 clusters
  Score: Raw -192283.610587 + Penalty 3495.568542 = -188788.042046
  nChanged 34
		SP:Iteration 3Q (25897.190000 sec): 3 clusters
  Score: Raw -192338.643438 + Penalty 3495.568542 = -188843.074897
  nChanged 27
		SP:Iteration 4Q (25897.320000 sec): 3 clusters
  Score: Raw -192393.392749 + Penalty 3495.568542 = -188897.824207
  nChanged 29
		SP:Iteration 5Q (25897.500000 sec): 3 clusters
  Score: Raw -192448.291126 + Penalty 3495.568542 = -188952.722584
  nChanged 28
		SP:Iteration 6Q (25897.630000 sec): 3 clusters
  Score: Raw -192496.099576 + Penalty 3495.568542 = -189000.531034
  nChanged 29
		SP:Iteration 7Q (25897.760000 sec): 3 clusters
  Score: Raw -192548.192301 + Penalty 3495.568542 = -189052.623760
  nChanged 25
		SP:Iteration 8Q (25897.890000 sec): 3 clusters
  Score: Raw -192583.104488 + Penalty 3495.568542 = -189087.535946
  nChanged 21
		SP:Iteration 9Q (25898.040000 sec): 3 clusters
  Score: Raw -192611.503628 + Penalty 3495.568542 = -189115.935086
  nChanged 15
		SP:Iteration 10Q (25898.190000 sec): 3 clusters
  Score: Raw -192634.137019 + Penalty 3495.568542 = -189138.568477
  nChanged 13
		SP:Iteration 11Q (25898.360000 sec): 3 clusters
  Score: Raw -192652.579746 + Penalty 3495.568542 = -189157.011204
  nChanged 10
		SP:Iteration 12Q (25898.530000 sec): 3 clusters
  Score: Raw -192666.265331 + Penalty 3495.568542 = -189170.696790
  nChanged 9
		SP:Iteration 13Q (25898.670000 sec): 3 clusters
  Score: Raw -192680.621922 + Penalty 3495.568542 = -189185.053380
  nChanged 12
		SP:Iteration 14Q (25898.820000 sec): 3 clusters
  Score: Raw -192700.031317 + Penalty 3495.568542 = -189204.462775
  nChanged 7
		SP:Iteration 15Q (25899.020000 sec): 3 clusters
  Score: Raw -192708.991856 + Penalty 3495.568542 = -189213.423314
  nChanged 3
		SP:Iteration 16Q (25899.160000 sec): 3 clusters
  Score: Raw -192712.667870 + Penalty 3495.568542 = -189217.099328
  nChanged 2
		SP:Iteration 17Q (25899.350000 sec): 3 clusters
  Score: Raw -192713.998187 + Penalty 3495.568542 = -189218.429645
  nChanged 1
		SP:Iteration 18Q (25899.550000 sec): 3 clusters
  Score: Raw -192714.905224 + Penalty 3495.568542 = -189219.336683
  nChanged 1
		SP:Iteration 19Q (25899.690000 sec): 3 clusters
  Score: Raw -192716.657466 + Penalty 3495.568542 = -189221.088924
  nChanged 3
		SP:Iteration 20F (25899.870000 sec): 3 clusters
  Score: Raw -192719.945186 + Penalty 3495.568542 = -189224.376645
  nChanged 4
		SP:Iteration 21Q (25899.970000 sec): 3 clusters
  Score: Raw -192724.014730 + Penalty 3495.568542 = -189228.446188
  nChanged 4
		SP:Iteration 22Q (25900.150000 sec): 3 clusters
  Score: Raw -192727.855597 + Penalty 3495.568542 = -189232.287055
  nChanged 2
		SP:Iteration 23Q (25900.300000 sec): 3 clusters
  Score: Raw -192730.314221 + Penalty 3495.568542 = -189234.745679
  nChanged 3
		SP:Iteration 24Q (25900.420000 sec): 3 clusters
  Score: Raw -192735.207969 + Penalty 3495.568542 = -189239.639427
  nChanged 6
		SP:Iteration 25Q (25900.550000 sec): 3 clusters
  Score: Raw -192743.729509 + Penalty 3495.568542 = -189248.160967
  nChanged 4
		SP:Iteration 26Q (25900.670000 sec): 3 clusters
  Score: Raw -192751.178690 + Penalty 3495.568542 = -189255.610148
  nChanged 7
		SP:Iteration 27Q (25900.800000 sec): 3 clusters
  Score: Raw -192764.436985 + Penalty 3495.568542 = -189268.868443
  nChanged 10
		SP:Iteration 28Q (25900.890000 sec): 3 clusters
  Score: Raw -192783.016108 + Penalty 3495.568542 = -189287.447566
  nChanged 11
		SP:Iteration 29Q (25901.020000 sec): 3 clusters
  Score: Raw -192804.402628 + Penalty 3495.568542 = -189308.834086
  nChanged 8
		SP:Iteration 30Q (25901.160000 sec): 3 clusters
  Score: Raw -192821.801765 + Penalty 3495.568542 = -189326.233223
  nChanged 6
		SP:Iteration 31Q (25901.270000 sec): 3 clusters
  Score: Raw -192831.378392 + Penalty 3495.568542 = -189335.809850
  nChanged 7
		SP:Iteration 32Q (25901.420000 sec): 3 clusters
  Score: Raw -192840.709192 + Penalty 3495.568542 = -189345.140650
  nChanged 6
		SP:Iteration 33Q (25901.560000 sec): 3 clusters
  Score: Raw -192850.029479 + Penalty 3495.568542 = -189354.460937
  nChanged 11
		SP:Iteration 34Q (25901.760000 sec): 3 clusters
  Score: Raw -192863.770845 + Penalty 3495.568542 = -189368.202303
  nChanged 7
		SP:Iteration 35Q (25901.890000 sec): 3 clusters
  Score: Raw -192871.057935 + Penalty 3495.568542 = -189375.489393
  nChanged 2
		SP:Iteration 36Q (25902.090000 sec): 3 clusters
  Score: Raw -192876.826167 + Penalty 3495.568542 = -189381.257626
  nChanged 3
		SP:Iteration 37Q (25902.300000 sec): 3 clusters
  Score: Raw -192880.956922 + Penalty 3495.568542 = -189385.388380
  nChanged 1
		SP:Iteration 38Q (25902.430000 sec): 3 clusters
  Score: Raw -192881.575258 + Penalty 3495.568542 = -189386.006716
  nChanged 0
		SP:Iteration 39F (25902.570000 sec): 3 clusters
  Score: Raw -192881.575258 + Penalty 3495.568542 = -189386.006716
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25902.650000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25902.790000 sec): 3 clusters
  Score: Raw -21038.553220 + Penalty 2458.090221 = -18580.463000
  nChanged 4
		SP:Iteration 1Q (25902.940000 sec): 3 clusters
  Score: Raw -21077.455386 + Penalty 2458.090221 = -18619.365165
  nChanged 6
		SP:Iteration 2Q (25903.100000 sec): 3 clusters
  Score: Raw -21110.981361 + Penalty 2458.090221 = -18652.891140
  nChanged 0
		SP:Iteration 3F (25903.240000 sec): 3 clusters
  Score: Raw -21110.981361 + Penalty 2458.090221 = -18652.891140
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25903.300000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25903.440000 sec): 3 clusters
  Score: Raw -52760.599339 + Penalty 2857.977486 = -49902.621854
  nChanged 33
		SP:Iteration 1F (25903.580000 sec): 3 clusters
  Score: Raw -52864.039434 + Penalty 2857.977486 = -50006.061948
  nChanged 8
		SP:Iteration 2Q (25903.700000 sec): 3 clusters
  Score: Raw -52885.564704 + Penalty 2857.977486 = -50027.587218
  nChanged 1
		SP:Iteration 3Q (25903.830000 sec): 3 clusters
  Score: Raw -52888.916486 + Penalty 2857.977486 = -50030.939000
  nChanged 1
		SP:Iteration 4Q (25903.970000 sec): 3 clusters
  Score: Raw -52898.782472 + Penalty 2857.977486 = -50040.804986
  nChanged 2
		SP:Iteration 5Q (25904.150000 sec): 3 clusters
  Score: Raw -52908.920215 + Penalty 2857.977486 = -50050.942729
  nChanged 1
		SP:Iteration 6Q (25904.300000 sec): 3 clusters
  Score: Raw -52922.942398 + Penalty 2857.977486 = -50064.964912
  nChanged 3
		SP:Iteration 7Q (25904.440000 sec): 3 clusters
  Score: Raw -52930.019053 + Penalty 2857.977486 = -50072.041567
  nChanged 0
		SP:Iteration 8F (25904.580000 sec): 3 clusters
  Score: Raw -52930.019053 + Penalty 2857.977486 = -50072.041567
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25904.680000 sec): 2 clusters
  Score: Raw -151630.568656 + Penalty 1691.904953 = -149938.663703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25904.850000 sec): 3 clusters
  Score: Raw -151483.813574 + Penalty 3383.809906 = -148100.003668
  nChanged 239
		SP:Iteration 1F (25904.940000 sec): 3 clusters
  Score: Raw -151801.585312 + Penalty 3383.809906 = -148417.775406
  nChanged 67
		SP:Iteration 2F (25905.080000 sec): 3 clusters
  Score: Raw -151932.434402 + Penalty 3383.809906 = -148548.624496
  nChanged 50
		SP:Iteration 3F (25905.220000 sec): 3 clusters
  Score: Raw -152061.061987 + Penalty 3383.809906 = -148677.252081
  nChanged 54
		SP:Iteration 4F (25905.400000 sec): 3 clusters
  Score: Raw -152207.010771 + Penalty 3383.809906 = -148823.200865
  nChanged 41
		SP:Iteration 5Q (25905.490000 sec): 3 clusters
  Score: Raw -152303.131821 + Penalty 3383.809906 = -148919.321916
  nChanged 42
		SP:Iteration 6Q (25905.640000 sec): 3 clusters
  Score: Raw -152399.092088 + Penalty 3383.809906 = -149015.282182
  nChanged 29
		SP:Iteration 7Q (25905.780000 sec): 3 clusters
  Score: Raw -152510.711121 + Penalty 3383.809906 = -149126.901216
  nChanged 29
		SP:Iteration 8Q (25905.920000 sec): 3 clusters
  Score: Raw -152580.412433 + Penalty 3383.809906 = -149196.602527
  nChanged 22
		SP:Iteration 9Q (25906.000000 sec): 3 clusters
  Score: Raw -152636.295872 + Penalty 3383.809906 = -149252.485966
  nChanged 14
		SP:Iteration 10Q (25906.150000 sec): 3 clusters
  Score: Raw -152679.680568 + Penalty 3383.809906 = -149295.870662
  nChanged 16
		SP:Iteration 11Q (25906.290000 sec): 3 clusters
  Score: Raw -152719.371099 + Penalty 3383.809906 = -149335.561193
  nChanged 15
		SP:Iteration 12Q (25906.390000 sec): 3 clusters
  Score: Raw -152746.750651 + Penalty 3383.809906 = -149362.940745
  nChanged 6
		SP:Iteration 13Q (25906.480000 sec): 3 clusters
  Score: Raw -152765.827962 + Penalty 3383.809906 = -149382.018057
  nChanged 11
		SP:Iteration 14Q (25906.580000 sec): 3 clusters
  Score: Raw -152805.977300 + Penalty 3383.809906 = -149422.167394
  nChanged 11
		SP:Iteration 15Q (25906.730000 sec): 3 clusters
  Score: Raw -152828.993560 + Penalty 3383.809906 = -149445.183655
  nChanged 10
		SP:Iteration 16Q (25906.840000 sec): 3 clusters
  Score: Raw -152857.850389 + Penalty 3383.809906 = -149474.040483
  nChanged 9
		SP:Iteration 17Q (25906.960000 sec): 3 clusters
  Score: Raw -152895.909688 + Penalty 3383.809906 = -149512.099782
  nChanged 9
		SP:Iteration 18Q (25907.080000 sec): 3 clusters
  Score: Raw -152924.385087 + Penalty 3383.809906 = -149540.575182
  nChanged 10
		SP:Iteration 19Q (25907.220000 sec): 3 clusters
  Score: Raw -152962.547116 + Penalty 3383.809906 = -149578.737210
  nChanged 16
		SP:Iteration 20F (25907.360000 sec): 3 clusters
  Score: Raw -153012.986167 + Penalty 3383.809906 = -149629.176261
  nChanged 11
		SP:Iteration 21Q (25907.500000 sec): 3 clusters
  Score: Raw -153047.803442 + Penalty 3383.809906 = -149663.993536
  nChanged 9
		SP:Iteration 22Q (25907.650000 sec): 3 clusters
  Score: Raw -153081.599185 + Penalty 3383.809906 = -149697.789280
  nChanged 10
		SP:Iteration 23Q (25907.790000 sec): 3 clusters
  Score: Raw -153105.948814 + Penalty 3383.809906 = -149722.138908
  nChanged 12
		SP:Iteration 24Q (25907.940000 sec): 3 clusters
  Score: Raw -153136.771402 + Penalty 3383.809906 = -149752.961497
  nChanged 11
		SP:Iteration 25Q (25908.080000 sec): 3 clusters
  Score: Raw -153161.126560 + Penalty 3383.809906 = -149777.316654
  nChanged 12
		SP:Iteration 26Q (25908.220000 sec): 3 clusters
  Score: Raw -153190.599199 + Penalty 3383.809906 = -149806.789294
  nChanged 8
		SP:Iteration 27Q (25908.370000 sec): 3 clusters
  Score: Raw -153209.700688 + Penalty 3383.809906 = -149825.890782
  nChanged 5
		SP:Iteration 28Q (25908.520000 sec): 3 clusters
  Score: Raw -153219.749520 + Penalty 3383.809906 = -149835.939614
  nChanged 4
		SP:Iteration 29Q (25908.670000 sec): 3 clusters
  Score: Raw -153233.469366 + Penalty 3383.809906 = -149849.659460
  nChanged 2
		SP:Iteration 30Q (25908.820000 sec): 3 clusters
  Score: Raw -153239.597636 + Penalty 3383.809906 = -149855.787730
  nChanged 3
		SP:Iteration 31Q (25909.020000 sec): 3 clusters
  Score: Raw -153249.485285 + Penalty 3383.809906 = -149865.675379
  nChanged 4
		SP:Iteration 32Q (25909.200000 sec): 3 clusters
  Score: Raw -153270.306344 + Penalty 3383.809906 = -149886.496439
  nChanged 4
		SP:Iteration 33Q (25909.360000 sec): 3 clusters
  Score: Raw -153279.172705 + Penalty 3383.809906 = -149895.362800
  nChanged 4
		SP:Iteration 34Q (25909.560000 sec): 3 clusters
  Score: Raw -153291.695640 + Penalty 3383.809906 = -149907.885734
  nChanged 3
		SP:Iteration 35Q (25909.760000 sec): 3 clusters
  Score: Raw -153298.788674 + Penalty 3383.809906 = -149914.978768
  nChanged 3
		SP:Iteration 36Q (25909.980000 sec): 3 clusters
  Score: Raw -153308.232799 + Penalty 3383.809906 = -149924.422893
  nChanged 4
		SP:Iteration 37Q (25910.160000 sec): 3 clusters
  Score: Raw -153316.615824 + Penalty 3383.809906 = -149932.805918
  nChanged 3
		SP:Iteration 38Q (25910.260000 sec): 3 clusters
  Score: Raw -153330.481488 + Penalty 3383.809906 = -149946.671582
  nChanged 2
		SP:Iteration 39Q (25910.470000 sec): 3 clusters
  Score: Raw -153335.673424 + Penalty 3383.809906 = -149951.863518
  nChanged 3
		SP:Iteration 40F (25910.620000 sec): 3 clusters
  Score: Raw -153340.073877 + Penalty 3383.809906 = -149956.263971
  nChanged 2
		SP:Iteration 41Q (25910.820000 sec): 3 clusters
  Score: Raw -153342.872439 + Penalty 3383.809906 = -149959.062533
  nChanged 0
		SP:Iteration 42F (25910.970000 sec): 3 clusters
  Score: Raw -153342.872439 + Penalty 3383.809906 = -149959.062533
  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 3.86 GB.

 Trying to split cluster 55 (125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25911.070000 sec): 2 clusters
  Score: Raw -19657.904945 + Penalty 1197.421807 = -18460.483138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25911.160000 sec): 3 clusters
  Score: Raw -19931.813651 + Penalty 2394.843614 = -17536.970037
  nChanged 6
		SP:Iteration 1Q (25911.320000 sec): 3 clusters
  Score: Raw -20003.822319 + Penalty 2394.843614 = -17608.978706
  nChanged 1
		SP:Iteration 2Q (25911.460000 sec): 3 clusters
  Score: Raw -20013.429714 + Penalty 2394.843614 = -17618.586101
  nChanged 0
		SP:Iteration 3F (25911.610000 sec): 3 clusters
  Score: Raw -20013.429714 + Penalty 2394.843614 = -17618.586101
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25911.700000 sec): 2 clusters
  Score: Raw -95243.164716 + Penalty 1584.363229 = -93658.801488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25911.870000 sec): 3 clusters
  Score: Raw -95278.386564 + Penalty 3168.726457 = -92109.660107
  nChanged 115
		SP:Iteration 1F (25912.000000 sec): 3 clusters
  Score: Raw -95542.444401 + Penalty 3168.726457 = -92373.717944
  nChanged 47
		SP:Iteration 2F (25912.130000 sec): 3 clusters
  Score: Raw -95642.853116 + Penalty 3168.726457 = -92474.126659
  nChanged 20
		SP:Iteration 3Q (25912.280000 sec): 3 clusters
  Score: Raw -95678.671013 + Penalty 3168.726457 = -92509.944556
  nChanged 12
		SP:Iteration 4Q (25912.460000 sec): 3 clusters
  Score: Raw -95699.362716 + Penalty 3168.726457 = -92530.636258
  nChanged 12
		SP:Iteration 5Q (25912.640000 sec): 3 clusters
  Score: Raw -95721.721052 + Penalty 3168.726457 = -92552.994595
  nChanged 3
		SP:Iteration 6Q (25912.810000 sec): 3 clusters
  Score: Raw -95725.453198 + Penalty 3168.726457 = -92556.726741
  nChanged 0
		SP:Iteration 7F (25913.000000 sec): 3 clusters
  Score: Raw -95725.453198 + Penalty 3168.726457 = -92556.726741
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25913.110000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25913.240000 sec): 3 clusters
  Score: Raw -43782.765593 + Penalty 2787.718829 = -40995.046763
  nChanged 41
		SP:Iteration 1F (25913.360000 sec): 3 clusters
  Score: Raw -43928.065130 + Penalty 2787.718829 = -41140.346301
  nChanged 23
		SP:Iteration 2F (25913.500000 sec): 3 clusters
  Score: Raw -44131.953794 + Penalty 2787.718829 = -41344.234964
  nChanged 17
		SP:Iteration 3F (25913.640000 sec): 3 clusters
  Score: Raw -44252.540186 + Penalty 2787.718829 = -41464.821357
  nChanged 5
		SP:Iteration 4Q (25913.820000 sec): 3 clusters
  Score: Raw -44318.940942 + Penalty 2787.718829 = -41531.222113
  nChanged 4
		SP:Iteration 5Q (25913.960000 sec): 3 clusters
  Score: Raw -44389.410642 + Penalty 2787.718829 = -41601.691813
  nChanged 5
		SP:Iteration 6Q (25914.140000 sec): 3 clusters
  Score: Raw -44449.597852 + Penalty 2787.718829 = -41661.879022
  nChanged 3
		SP:Iteration 7Q (25914.270000 sec): 3 clusters
  Score: Raw -44499.033097 + Penalty 2787.718829 = -41711.314268
  nChanged 3
		SP:Iteration 8Q (25914.390000 sec): 3 clusters
  Score: Raw -44533.847939 + Penalty 2787.718829 = -41746.129110
  nChanged 2
		SP:Iteration 9Q (25914.520000 sec): 3 clusters
  Score: Raw -44556.615007 + Penalty 2787.718829 = -41768.896178
  nChanged 0
		SP:Iteration 10F (25914.660000 sec): 3 clusters
  Score: Raw -44556.615007 + Penalty 2787.718829 = -41768.896178
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25914.700000 sec): 2 clusters
  Score: Raw -54899.368558 + Penalty 1495.609945 = -53403.758613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25914.850000 sec): 3 clusters
  Score: Raw -55387.815138 + Penalty 2991.219889 = -52396.595249
  nChanged 115
		SP:Iteration 1F (25915.050000 sec): 3 clusters
  Score: Raw -55833.123433 + Penalty 2991.219889 = -52841.903544
  nChanged 43
		SP:Iteration 2F (25915.160000 sec): 3 clusters
  Score: Raw -56087.270779 + Penalty 2991.219889 = -53096.050890
  nChanged 16
		SP:Iteration 3Q (25915.360000 sec): 3 clusters
  Score: Raw -56158.488021 + Penalty 2991.219889 = -53167.268132
  nChanged 3
		SP:Iteration 4Q (25915.560000 sec): 3 clusters
  Score: Raw -56163.476825 + Penalty 2991.219889 = -53172.256936
  nChanged 2
		SP:Iteration 5Q (25915.650000 sec): 3 clusters
  Score: Raw -56164.871176 + Penalty 2991.219889 = -53173.651287
  nChanged 1
		SP:Iteration 6Q (25915.740000 sec): 3 clusters
  Score: Raw -56165.582897 + Penalty 2991.219889 = -53174.363008
  nChanged 0
		SP:Iteration 7F (25915.880000 sec): 3 clusters
  Score: Raw -56165.582897 + Penalty 2991.219889 = -53174.363008
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25915.940000 sec): 2 clusters
  Score: Raw -85087.283834 + Penalty 1585.610507 = -83501.673327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25916.060000 sec): 3 clusters
  Score: Raw -85068.803290 + Penalty 3171.221014 = -81897.582276
  nChanged 148
		SP:Iteration 1F (25916.200000 sec): 3 clusters
  Score: Raw -85334.084683 + Penalty 3171.221014 = -82162.863669
  nChanged 47
		SP:Iteration 2F (25916.340000 sec): 3 clusters
  Score: Raw -85473.131566 + Penalty 3171.221014 = -82301.910552
  nChanged 36
		SP:Iteration 3F (25916.480000 sec): 3 clusters
  Score: Raw -85592.592717 + Penalty 3171.221014 = -82421.371703
  nChanged 26
		SP:Iteration 4Q (25916.640000 sec): 3 clusters
  Score: Raw -85678.195618 + Penalty 3171.221014 = -82506.974604
  nChanged 19
		SP:Iteration 5Q (25916.800000 sec): 3 clusters
  Score: Raw -85744.957693 + Penalty 3171.221014 = -82573.736679
  nChanged 10
		SP:Iteration 6Q (25916.990000 sec): 3 clusters
  Score: Raw -85800.451585 + Penalty 3171.221014 = -82629.230571
  nChanged 14
		SP:Iteration 7Q (25917.150000 sec): 3 clusters
  Score: Raw -85878.696016 + Penalty 3171.221014 = -82707.475002
  nChanged 10
		SP:Iteration 8Q (25917.320000 sec): 3 clusters
  Score: Raw -85931.897894 + Penalty 3171.221014 = -82760.676880
  nChanged 10
		SP:Iteration 9Q (25917.490000 sec): 3 clusters
  Score: Raw -85958.116314 + Penalty 3171.221014 = -82786.895300
  nChanged 6
		SP:Iteration 10Q (25917.650000 sec): 3 clusters
  Score: Raw -85973.125599 + Penalty 3171.221014 = -82801.904585
  nChanged 5
		SP:Iteration 11Q (25917.820000 sec): 3 clusters
  Score: Raw -85991.560200 + Penalty 3171.221014 = -82820.339186
  nChanged 4
		SP:Iteration 12Q (25917.990000 sec): 3 clusters
  Score: Raw -86004.070093 + Penalty 3171.221014 = -82832.849079
  nChanged 2
		SP:Iteration 13Q (25918.160000 sec): 3 clusters
  Score: Raw -86016.340373 + Penalty 3171.221014 = -82845.119359
  nChanged 6
		SP:Iteration 14Q (25918.340000 sec): 3 clusters
  Score: Raw -86050.770322 + Penalty 3171.221014 = -82879.549308
  nChanged 10
		SP:Iteration 15Q (25918.560000 sec): 3 clusters
  Score: Raw -86087.569630 + Penalty 3171.221014 = -82916.348616
  nChanged 5
		SP:Iteration 16Q (25918.750000 sec): 3 clusters
  Score: Raw -86100.575873 + Penalty 3171.221014 = -82929.354860
  nChanged 4
		SP:Iteration 17Q (25918.890000 sec): 3 clusters
  Score: Raw -86116.213026 + Penalty 3171.221014 = -82944.992012
  nChanged 4
		SP:Iteration 18Q (25919.020000 sec): 3 clusters
  Score: Raw -86129.791390 + Penalty 3171.221014 = -82958.570376
  nChanged 4
		SP:Iteration 19Q (25919.140000 sec): 3 clusters
  Score: Raw -86138.535621 + Penalty 3171.221014 = -82967.314607
  nChanged 2
		SP:Iteration 20F (25919.280000 sec): 3 clusters
  Score: Raw -86151.195908 + Penalty 3171.221014 = -82979.974894
  nChanged 1
		SP:Iteration 21Q (25919.370000 sec): 3 clusters
  Score: Raw -86159.293503 + Penalty 3171.221014 = -82988.072490
  nChanged 2
		SP:Iteration 22Q (25919.510000 sec): 3 clusters
  Score: Raw -86173.735773 + Penalty 3171.221014 = -83002.514759
  nChanged 4
		SP:Iteration 23Q (25919.600000 sec): 3 clusters
  Score: Raw -86180.917826 + Penalty 3171.221014 = -83009.696813
  nChanged 3
		SP:Iteration 24Q (25919.700000 sec): 3 clusters
  Score: Raw -86192.551077 + Penalty 3171.221014 = -83021.330063
  nChanged 3
		SP:Iteration 25Q (25919.860000 sec): 3 clusters
  Score: Raw -86211.056770 + Penalty 3171.221014 = -83039.835756
  nChanged 6
		SP:Iteration 26Q (25920.000000 sec): 3 clusters
  Score: Raw -86247.681937 + Penalty 3171.221014 = -83076.460923
  nChanged 8
		SP:Iteration 27Q (25920.170000 sec): 3 clusters
  Score: Raw -86288.271342 + Penalty 3171.221014 = -83117.050328
  nChanged 6
		SP:Iteration 28Q (25920.330000 sec): 3 clusters
  Score: Raw -86325.275054 + Penalty 3171.221014 = -83154.054040
  nChanged 5
		SP:Iteration 29Q (25920.500000 sec): 3 clusters
  Score: Raw -86377.795127 + Penalty 3171.221014 = -83206.574113
  nChanged 7
		SP:Iteration 30Q (25920.660000 sec): 3 clusters
  Score: Raw -86414.535566 + Penalty 3171.221014 = -83243.314552
  nChanged 11
		SP:Iteration 31Q (25920.780000 sec): 3 clusters
  Score: Raw -86472.615521 + Penalty 3171.221014 = -83301.394507
  nChanged 5
		SP:Iteration 32Q (25920.870000 sec): 3 clusters
  Score: Raw -86494.268252 + Penalty 3171.221014 = -83323.047238
  nChanged 4
		SP:Iteration 33Q (25920.990000 sec): 3 clusters
  Score: Raw -86503.366379 + Penalty 3171.221014 = -83332.145365
  nChanged 1
		SP:Iteration 34Q (25921.080000 sec): 3 clusters
  Score: Raw -86514.447203 + Penalty 3171.221014 = -83343.226189
  nChanged 0
		SP:Iteration 35F (25921.240000 sec): 3 clusters
  Score: Raw -86525.205285 + Penalty 3171.221014 = -83353.984271
  nChanged 2
		SP:Iteration 36Q (25921.410000 sec): 3 clusters
  Score: Raw -86561.333180 + Penalty 3171.221014 = -83390.112166
  nChanged 3
		SP:Iteration 37Q (25921.580000 sec): 3 clusters
  Score: Raw -86580.830763 + Penalty 3171.221014 = -83409.609749
  nChanged 2
		SP:Iteration 38Q (25921.740000 sec): 3 clusters
  Score: Raw -86588.461470 + Penalty 3171.221014 = -83417.240456
  nChanged 5
		SP:Iteration 39Q (25921.910000 sec): 3 clusters
  Score: Raw -86604.241487 + Penalty 3171.221014 = -83433.020473
  nChanged 0
		SP:Iteration 40F (25922.080000 sec): 3 clusters
  Score: Raw -86604.241487 + Penalty 3171.221014 = -83433.020473
  nChanged 0
Iteration 379Q (25971.850000 sec): 60 clusters
  Score: Raw -91407128.681905 + Penalty 192485.418085 = -91214643.263820
  nChanged 50
Deleting Class 54 (481 points): Lose 3095.281409 but Gain 3262.464713
Iteration 380F (26052.930000 sec): 59 clusters
  Score: Raw -91404109.212951 + Penalty 189222.953371 = -91214886.259580
  nChanged 488
Iteration 381Q (26104.430000 sec): 59 clusters
  Score: Raw -91405354.126673 + Penalty 189222.953371 = -91216131.173302
  nChanged 33
Iteration 382Q (26154.140000 sec): 59 clusters
  Score: Raw -91405532.944044 + Penalty 189222.953371 = -91216309.990672
  nChanged 8
Iteration 383Q (26207.880000 sec): 59 clusters
  Score: Raw -91405581.674906 + Penalty 189222.953371 = -91216358.721534
  nChanged 4
Iteration 384Q (26257.940000 sec): 59 clusters
  Score: Raw -91405590.674149 + Penalty 189222.953371 = -91216367.720778
  nChanged 1
Iteration 385Q (26309.760000 sec): 59 clusters
  Score: Raw -91405591.680757 + Penalty 189222.953371 = -91216368.727385
  nChanged 0
Iteration 386F (26387.560000 sec): 59 clusters
  Score: Raw -91405608.561828 + Penalty 189222.953371 = -91216385.608456
  nChanged 3
Iteration 387Q (26433.110000 sec): 59 clusters
  Score: Raw -91405646.792185 + Penalty 189222.953371 = -91216423.838814
  nChanged 3
Iteration 388Q (26480.120000 sec): 59 clusters
  Score: Raw -91405665.885413 + Penalty 189222.953371 = -91216442.932041
  nChanged 0
Iteration 389F (26559.680000 sec): 59 clusters
  Score: Raw -91405676.955149 + Penalty 189222.953371 = -91216454.001778
  nChanged 4
Iteration 390Q (26612.530000 sec): 59 clusters
  Score: Raw -91405746.848762 + Penalty 189222.953371 = -91216523.895390
  nChanged 2
Iteration 391Q (26663.140000 sec): 59 clusters
  Score: Raw -91405768.356348 + Penalty 189222.953371 = -91216545.402977
  nChanged 0
Iteration 392F (26742.280000 sec): 59 clusters
  Score: Raw -91405768.356348 + Penalty 189222.953371 = -91216545.402977
  nChanged 0
Compute initial score before splitting:   Score: Raw -91405768.356348 + Penalty 189222.953371 = -91216545.402977
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26742.370000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26742.500000 sec): 3 clusters
  Score: Raw -47348.082517 + Penalty 2933.097491 = -44414.985026
  nChanged 60
		SP:Iteration 1F (26742.640000 sec): 3 clusters
  Score: Raw -47518.447670 + Penalty 2933.097491 = -44585.350179
  nChanged 17
		SP:Iteration 2Q (26742.780000 sec): 3 clusters
  Score: Raw -47618.392415 + Penalty 2933.097491 = -44685.294924
  nChanged 17
		SP:Iteration 3Q (26742.920000 sec): 3 clusters
  Score: Raw -47676.239641 + Penalty 2933.097491 = -44743.142150
  nChanged 6
		SP:Iteration 4Q (26743.060000 sec): 3 clusters
  Score: Raw -47695.406519 + Penalty 2933.097491 = -44762.309028
  nChanged 4
		SP:Iteration 5Q (26743.150000 sec): 3 clusters
  Score: Raw -47706.087169 + Penalty 2933.097491 = -44772.989678
  nChanged 5
		SP:Iteration 6Q (26743.280000 sec): 3 clusters
  Score: Raw -47731.928294 + Penalty 2933.097491 = -44798.830803
  nChanged 6
		SP:Iteration 7Q (26743.420000 sec): 3 clusters
  Score: Raw -47762.869672 + Penalty 2933.097491 = -44829.772181
  nChanged 5
		SP:Iteration 8Q (26743.530000 sec): 3 clusters
  Score: Raw -47787.211698 + Penalty 2933.097491 = -44854.114207
  nChanged 3
		SP:Iteration 9Q (26743.670000 sec): 3 clusters
  Score: Raw -47806.854659 + Penalty 2933.097491 = -44873.757168
  nChanged 4
		SP:Iteration 10Q (26743.800000 sec): 3 clusters
  Score: Raw -47820.772112 + Penalty 2933.097491 = -44887.674621
  nChanged 3
		SP:Iteration 11Q (26743.930000 sec): 3 clusters
  Score: Raw -47840.526480 + Penalty 2933.097491 = -44907.428989
  nChanged 1
		SP:Iteration 12Q (26744.060000 sec): 3 clusters
  Score: Raw -47843.118681 + Penalty 2933.097491 = -44910.021190
  nChanged 1
		SP:Iteration 13Q (26744.190000 sec): 3 clusters
  Score: Raw -47845.864560 + Penalty 2933.097491 = -44912.767070
  nChanged 0
		SP:Iteration 14F (26744.330000 sec): 3 clusters
  Score: Raw -47845.864560 + Penalty 2933.097491 = -44912.767070
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26744.390000 sec): 2 clusters
  Score: Raw -77629.043627 + Penalty 1533.157057 = -76095.886570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26744.520000 sec): 3 clusters
  Score: Raw -77762.529623 + Penalty 3066.314114 = -74696.215509
  nChanged 90
		SP:Iteration 1F (26744.650000 sec): 3 clusters
  Score: Raw -77971.418582 + Penalty 3066.314114 = -74905.104468
  nChanged 27
		SP:Iteration 2F (26744.790000 sec): 3 clusters
  Score: Raw -78053.125703 + Penalty 3066.314114 = -74986.811590
  nChanged 12
		SP:Iteration 3Q (26744.910000 sec): 3 clusters
  Score: Raw -78092.450573 + Penalty 3066.314114 = -75026.136460
  nChanged 8
		SP:Iteration 4Q (26745.090000 sec): 3 clusters
  Score: Raw -78106.511075 + Penalty 3066.314114 = -75040.196961
  nChanged 4
		SP:Iteration 5Q (26745.270000 sec): 3 clusters
  Score: Raw -78112.664393 + Penalty 3066.314114 = -75046.350279
  nChanged 1
		SP:Iteration 6Q (26745.450000 sec): 3 clusters
  Score: Raw -78113.177978 + Penalty 3066.314114 = -75046.863864
  nChanged 0
		SP:Iteration 7F (26745.590000 sec): 3 clusters
  Score: Raw -78113.177978 + Penalty 3066.314114 = -75046.863864
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26745.710000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26745.900000 sec): 3 clusters
  Score: Raw -221707.484491 + Penalty 3514.607126 = -218192.877364
  nChanged 308
		SP:Iteration 1F (26746.110000 sec): 3 clusters
  Score: Raw -222028.555293 + Penalty 3514.607126 = -218513.948167
  nChanged 83
		SP:Iteration 2F (26746.320000 sec): 3 clusters
  Score: Raw -222137.037860 + Penalty 3514.607126 = -218622.430733
  nChanged 45
		SP:Iteration 3Q (26746.440000 sec): 3 clusters
  Score: Raw -222187.414410 + Penalty 3514.607126 = -218672.807284
  nChanged 29
		SP:Iteration 4Q (26746.610000 sec): 3 clusters
  Score: Raw -222220.203773 + Penalty 3514.607126 = -218705.596647
  nChanged 20
		SP:Iteration 5Q (26746.740000 sec): 3 clusters
  Score: Raw -222238.368716 + Penalty 3514.607126 = -218723.761590
  nChanged 11
		SP:Iteration 6Q (26746.960000 sec): 3 clusters
  Score: Raw -222249.799180 + Penalty 3514.607126 = -218735.192053
  nChanged 6
		SP:Iteration 7Q (26747.130000 sec): 3 clusters
  Score: Raw -222256.578170 + Penalty 3514.607126 = -218741.971044
  nChanged 7
		SP:Iteration 8Q (26747.290000 sec): 3 clusters
  Score: Raw -222261.407067 + Penalty 3514.607126 = -218746.799941
  nChanged 1
		SP:Iteration 9Q (26747.480000 sec): 3 clusters
  Score: Raw -222262.491005 + Penalty 3514.607126 = -218747.883879
  nChanged 0
		SP:Iteration 10F (26747.620000 sec): 3 clusters
  Score: Raw -222262.491005 + Penalty 3514.607126 = -218747.883879
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26747.710000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26747.840000 sec): 3 clusters
  Score: Raw -27017.858684 + Penalty 2544.429763 = -24473.428921
  nChanged 11
		SP:Iteration 1F (26747.970000 sec): 3 clusters
  Score: Raw -27110.592283 + Penalty 2544.429763 = -24566.162521
  nChanged 4
		SP:Iteration 2Q (26748.130000 sec): 3 clusters
  Score: Raw -27151.799344 + Penalty 2544.429763 = -24607.369582
  nChanged 1
		SP:Iteration 3Q (26748.380000 sec): 3 clusters
  Score: Raw -27158.134920 + Penalty 2544.429763 = -24613.705158
  nChanged 2
		SP:Iteration 4Q (26748.540000 sec): 3 clusters
  Score: Raw -27167.978225 + Penalty 2544.429763 = -24623.548462
  nChanged 1
		SP:Iteration 5Q (26748.700000 sec): 3 clusters
  Score: Raw -27178.827288 + Penalty 2544.429763 = -24634.397525
  nChanged 0
		SP:Iteration 6F (26748.830000 sec): 3 clusters
  Score: Raw -27178.827288 + Penalty 2544.429763 = -24634.397525
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26748.990000 sec): 2 clusters
  Score: Raw -907110.595823 + Penalty 2118.822810 = -904991.773013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26749.150000 sec): 3 clusters
  Score: Raw -904570.490177 + Penalty 4237.645619 = -900332.844557
  nChanged 1993
		SP:Iteration 1F (26749.380000 sec): 3 clusters
  Score: Raw -905731.993219 + Penalty 4237.645619 = -901494.347600
  nChanged 448
		SP:Iteration 2F (26749.640000 sec): 3 clusters
  Score: Raw -906008.048194 + Penalty 4237.645619 = -901770.402575
  nChanged 305
		SP:Iteration 3F (26749.880000 sec): 3 clusters
  Score: Raw -906190.662658 + Penalty 4237.645619 = -901953.017039
  nChanged 221
		SP:Iteration 4Q (26750.120000 sec): 3 clusters
  Score: Raw -906320.598822 + Penalty 4237.645619 = -902082.953203
  nChanged 192
		SP:Iteration 5Q (26750.340000 sec): 3 clusters
  Score: Raw -906432.706579 + Penalty 4237.645619 = -902195.060959
  nChanged 167
		SP:Iteration 6Q (26750.570000 sec): 3 clusters
  Score: Raw -906524.930302 + Penalty 4237.645619 = -902287.284682
  nChanged 150
		SP:Iteration 7Q (26750.800000 sec): 3 clusters
  Score: Raw -906605.851201 + Penalty 4237.645619 = -902368.205581
  nChanged 131
		SP:Iteration 8Q (26751.000000 sec): 3 clusters
  Score: Raw -906676.493988 + Penalty 4237.645619 = -902438.848369
  nChanged 125
		SP:Iteration 9Q (26751.190000 sec): 3 clusters
  Score: Raw -906738.168119 + Penalty 4237.645619 = -902500.522500
  nChanged 119
		SP:Iteration 10Q (26751.450000 sec): 3 clusters
  Score: Raw -906805.245192 + Penalty 4237.645619 = -902567.599572
  nChanged 114
		SP:Iteration 11Q (26751.600000 sec): 3 clusters
  Score: Raw -906869.043322 + Penalty 4237.645619 = -902631.397702
  nChanged 105
		SP:Iteration 12Q (26751.820000 sec): 3 clusters
  Score: Raw -906929.444853 + Penalty 4237.645619 = -902691.799234
  nChanged 92
		SP:Iteration 13Q (26752.020000 sec): 3 clusters
  Score: Raw -906983.069365 + Penalty 4237.645619 = -902745.423745
  nChanged 82
		SP:Iteration 14Q (26752.220000 sec): 3 clusters
  Score: Raw -907031.638521 + Penalty 4237.645619 = -902793.992902
  nChanged 60
		SP:Iteration 15Q (26752.390000 sec): 3 clusters
  Score: Raw -907064.366752 + Penalty 4237.645619 = -902826.721133
  nChanged 57
		SP:Iteration 16Q (26752.600000 sec): 3 clusters
  Score: Raw -907095.547752 + Penalty 4237.645619 = -902857.902132
  nChanged 47
		SP:Iteration 17Q (26752.840000 sec): 3 clusters
  Score: Raw -907117.808224 + Penalty 4237.645619 = -902880.162605
  nChanged 42
		SP:Iteration 18Q (26753.070000 sec): 3 clusters
  Score: Raw -907138.253507 + Penalty 4237.645619 = -902900.607888
  nChanged 34
		SP:Iteration 19Q (26753.250000 sec): 3 clusters
  Score: Raw -907160.011628 + Penalty 4237.645619 = -902922.366008
  nChanged 36
		SP:Iteration 20F (26753.440000 sec): 3 clusters
  Score: Raw -907179.511471 + Penalty 4237.645619 = -902941.865852
  nChanged 26
		SP:Iteration 21Q (26753.570000 sec): 3 clusters
  Score: Raw -907194.425449 + Penalty 4237.645619 = -902956.779829
  nChanged 23
		SP:Iteration 22Q (26753.790000 sec): 3 clusters
  Score: Raw -907209.343113 + Penalty 4237.645619 = -902971.697493
  nChanged 17
		SP:Iteration 23Q (26753.920000 sec): 3 clusters
  Score: Raw -907218.559113 + Penalty 4237.645619 = -902980.913494
  nChanged 11
		SP:Iteration 24Q (26754.140000 sec): 3 clusters
  Score: Raw -907225.043602 + Penalty 4237.645619 = -902987.397983
  nChanged 6
		SP:Iteration 25Q (26754.330000 sec): 3 clusters
  Score: Raw -907228.809643 + Penalty 4237.645619 = -902991.164024
  nChanged 8
		SP:Iteration 26Q (26754.560000 sec): 3 clusters
  Score: Raw -907233.323582 + Penalty 4237.645619 = -902995.677963
  nChanged 6
		SP:Iteration 27Q (26754.760000 sec): 3 clusters
  Score: Raw -907237.197002 + Penalty 4237.645619 = -902999.551383
  nChanged 8
		SP:Iteration 28Q (26755.000000 sec): 3 clusters
  Score: Raw -907244.568016 + Penalty 4237.645619 = -903006.922396
  nChanged 10
		SP:Iteration 29Q (26755.200000 sec): 3 clusters
  Score: Raw -907250.539703 + Penalty 4237.645619 = -903012.894084
  nChanged 8
		SP:Iteration 30Q (26755.430000 sec): 3 clusters
  Score: Raw -907255.000615 + Penalty 4237.645619 = -903017.354995
  nChanged 8
		SP:Iteration 31Q (26755.650000 sec): 3 clusters
  Score: Raw -907259.058245 + Penalty 4237.645619 = -903021.412626
  nChanged 10
		SP:Iteration 32Q (26755.830000 sec): 3 clusters
  Score: Raw -907264.751119 + Penalty 4237.645619 = -903027.105499
  nChanged 4
		SP:Iteration 33Q (26756.030000 sec): 3 clusters
  Score: Raw -907267.163794 + Penalty 4237.645619 = -903029.518175
  nChanged 5
		SP:Iteration 34Q (26756.220000 sec): 3 clusters
  Score: Raw -907270.490734 + Penalty 4237.645619 = -903032.845115
  nChanged 8
		SP:Iteration 35Q (26756.350000 sec): 3 clusters
  Score: Raw -907275.712377 + Penalty 4237.645619 = -903038.066758
  nChanged 8
		SP:Iteration 36Q (26756.590000 sec): 3 clusters
  Score: Raw -907279.622195 + Penalty 4237.645619 = -903041.976575
  nChanged 3
		SP:Iteration 37Q (26756.760000 sec): 3 clusters
  Score: Raw -907281.164257 + Penalty 4237.645619 = -903043.518637
  nChanged 6
		SP:Iteration 38Q (26756.990000 sec): 3 clusters
  Score: Raw -907285.001688 + Penalty 4237.645619 = -903047.356069
  nChanged 9
		SP:Iteration 39Q (26757.160000 sec): 3 clusters
  Score: Raw -907289.815830 + Penalty 4237.645619 = -903052.170211
  nChanged 1
		SP:Iteration 40F (26757.340000 sec): 3 clusters
  Score: Raw -907290.152731 + Penalty 4237.645619 = -903052.507111
  nChanged 1
		SP:Iteration 41Q (26757.580000 sec): 3 clusters
  Score: Raw -907291.274168 + Penalty 4237.645619 = -903053.628549
  nChanged 1
		SP:Iteration 42Q (26757.780000 sec): 3 clusters
  Score: Raw -907291.517442 + Penalty 4237.645619 = -903053.871822
  nChanged 0
		SP:Iteration 43F (26758.010000 sec): 3 clusters
  Score: Raw -907291.517442 + Penalty 4237.645619 = -903053.871822
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26758.100000 sec): 2 clusters
  Score: Raw -60156.791787 + Penalty 1499.161318 = -58657.630469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26758.260000 sec): 3 clusters
  Score: Raw -60404.211720 + Penalty 2998.322636 = -57405.889084
  nChanged 94
		SP:Iteration 1F (26758.400000 sec): 3 clusters
  Score: Raw -60663.051801 + Penalty 2998.322636 = -57664.729165
  nChanged 28
		SP:Iteration 2F (26758.540000 sec): 3 clusters
  Score: Raw -60874.708263 + Penalty 2998.322636 = -57876.385627
  nChanged 19
		SP:Iteration 3Q (26758.660000 sec): 3 clusters
  Score: Raw -61037.319842 + Penalty 2998.322636 = -58038.997206
  nChanged 15
		SP:Iteration 4Q (26758.800000 sec): 3 clusters
  Score: Raw -61095.097362 + Penalty 2998.322636 = -58096.774726
  nChanged 12
		SP:Iteration 5Q (26758.940000 sec): 3 clusters
  Score: Raw -61133.842178 + Penalty 2998.322636 = -58135.519542
  nChanged 10
		SP:Iteration 6Q (26759.080000 sec): 3 clusters
  Score: Raw -61160.111334 + Penalty 2998.322636 = -58161.788698
  nChanged 9
		SP:Iteration 7Q (26759.180000 sec): 3 clusters
  Score: Raw -61200.486337 + Penalty 2998.322636 = -58202.163701
  nChanged 4
		SP:Iteration 8Q (26759.320000 sec): 3 clusters
  Score: Raw -61213.979126 + Penalty 2998.322636 = -58215.656490
  nChanged 3
		SP:Iteration 9Q (26759.470000 sec): 3 clusters
  Score: Raw -61218.540685 + Penalty 2998.322636 = -58220.218050
  nChanged 2
		SP:Iteration 10Q (26759.610000 sec): 3 clusters
  Score: Raw -61221.409733 + Penalty 2998.322636 = -58223.087097
  nChanged 2
		SP:Iteration 11Q (26759.710000 sec): 3 clusters
  Score: Raw -61223.488579 + Penalty 2998.322636 = -58225.165943
  nChanged 1
		SP:Iteration 12Q (26759.850000 sec): 3 clusters
  Score: Raw -61224.403135 + Penalty 2998.322636 = -58226.080499
  nChanged 3
		SP:Iteration 13Q (26760.000000 sec): 3 clusters
  Score: Raw -61232.797707 + Penalty 2998.322636 = -58234.475071
  nChanged 3
		SP:Iteration 14Q (26760.140000 sec): 3 clusters
  Score: Raw -61240.463452 + Penalty 2998.322636 = -58242.140817
  nChanged 1
		SP:Iteration 15Q (26760.280000 sec): 3 clusters
  Score: Raw -61243.282512 + Penalty 2998.322636 = -58244.959876
  nChanged 2
		SP:Iteration 16Q (26760.430000 sec): 3 clusters
  Score: Raw -61251.506950 + Penalty 2998.322636 = -58253.184314
  nChanged 2
		SP:Iteration 17Q (26760.580000 sec): 3 clusters
  Score: Raw -61257.616108 + Penalty 2998.322636 = -58259.293472
  nChanged 3
		SP:Iteration 18Q (26760.720000 sec): 3 clusters
  Score: Raw -61266.927172 + Penalty 2998.322636 = -58268.604536
  nChanged 0
		SP:Iteration 19F (26760.870000 sec): 3 clusters
  Score: Raw -61266.927172 + Penalty 2998.322636 = -58268.604536
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26760.980000 sec): 2 clusters
  Score: Raw -280391.099837 + Penalty 1817.126576 = -278573.973260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26761.090000 sec): 3 clusters
  Score: Raw -279905.104125 + Penalty 3634.253153 = -276270.850972
  nChanged 463
		SP:Iteration 1F (26761.220000 sec): 3 clusters
  Score: Raw -280285.724096 + Penalty 3634.253153 = -276651.470943
  nChanged 114
		SP:Iteration 2F (26761.370000 sec): 3 clusters
  Score: Raw -280402.353740 + Penalty 3634.253153 = -276768.100587
  nChanged 67
		SP:Iteration 3Q (26761.520000 sec): 3 clusters
  Score: Raw -280451.823715 + Penalty 3634.253153 = -276817.570562
  nChanged 34
		SP:Iteration 4Q (26761.680000 sec): 3 clusters
  Score: Raw -280485.888776 + Penalty 3634.253153 = -276851.635623
  nChanged 20
		SP:Iteration 5Q (26761.840000 sec): 3 clusters
  Score: Raw -280508.713357 + Penalty 3634.253153 = -276874.460204
  nChanged 21
		SP:Iteration 6Q (26762.000000 sec): 3 clusters
  Score: Raw -280529.454783 + Penalty 3634.253153 = -276895.201630
  nChanged 16
		SP:Iteration 7Q (26762.170000 sec): 3 clusters
  Score: Raw -280539.741488 + Penalty 3634.253153 = -276905.488335
  nChanged 16
		SP:Iteration 8Q (26762.380000 sec): 3 clusters
  Score: Raw -280549.786701 + Penalty 3634.253153 = -276915.533548
  nChanged 13
		SP:Iteration 9Q (26762.540000 sec): 3 clusters
  Score: Raw -280560.720196 + Penalty 3634.253153 = -276926.467043
  nChanged 9
		SP:Iteration 10Q (26762.710000 sec): 3 clusters
  Score: Raw -280568.163077 + Penalty 3634.253153 = -276933.909924
  nChanged 6
		SP:Iteration 11Q (26762.850000 sec): 3 clusters
  Score: Raw -280572.820155 + Penalty 3634.253153 = -276938.567002
  nChanged 7
		SP:Iteration 12Q (26762.970000 sec): 3 clusters
  Score: Raw -280576.727907 + Penalty 3634.253153 = -276942.474754
  nChanged 5
		SP:Iteration 13Q (26763.120000 sec): 3 clusters
  Score: Raw -280579.089882 + Penalty 3634.253153 = -276944.836729
  nChanged 5
		SP:Iteration 14Q (26763.310000 sec): 3 clusters
  Score: Raw -280582.122306 + Penalty 3634.253153 = -276947.869153
  nChanged 3
		SP:Iteration 15Q (26763.480000 sec): 3 clusters
  Score: Raw -280583.327581 + Penalty 3634.253153 = -276949.074428
  nChanged 1
		SP:Iteration 16Q (26763.610000 sec): 3 clusters
  Score: Raw -280583.753685 + Penalty 3634.253153 = -276949.500532
  nChanged 0
		SP:Iteration 17F (26763.700000 sec): 3 clusters
  Score: Raw -280583.753685 + Penalty 3634.253153 = -276949.500532
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26763.780000 sec): 2 clusters
  Score: Raw -27686.925861 + Penalty 1372.280593 = -26314.645267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26763.860000 sec): 3 clusters
  Score: Raw -27897.783806 + Penalty 2744.561186 = -25153.222620
  nChanged 28
		SP:Iteration 1F (26764.030000 sec): 3 clusters
  Score: Raw -28024.769090 + Penalty 2744.561186 = -25280.207903
  nChanged 12
		SP:Iteration 2Q (26764.200000 sec): 3 clusters
  Score: Raw -28077.440813 + Penalty 2744.561186 = -25332.879626
  nChanged 6
		SP:Iteration 3Q (26764.370000 sec): 3 clusters
  Score: Raw -28103.670178 + Penalty 2744.561186 = -25359.108992
  nChanged 0
		SP:Iteration 4F (26764.550000 sec): 3 clusters
  Score: Raw -28103.670178 + Penalty 2744.561186 = -25359.108992
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26764.610000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26764.800000 sec): 3 clusters
  Score: Raw -218610.816668 + Penalty 3502.847050 = -215107.969619
  nChanged 322
		SP:Iteration 1F (26764.950000 sec): 3 clusters
  Score: Raw -218901.138320 + Penalty 3502.847050 = -215398.291271
  nChanged 67
		SP:Iteration 2F (26765.120000 sec): 3 clusters
  Score: Raw -218974.246009 + Penalty 3502.847050 = -215471.398959
  nChanged 37
		SP:Iteration 3Q (26765.250000 sec): 3 clusters
  Score: Raw -219022.407664 + Penalty 3502.847050 = -215519.560614
  nChanged 26
		SP:Iteration 4Q (26765.370000 sec): 3 clusters
  Score: Raw -219055.400078 + Penalty 3502.847050 = -215552.553028
  nChanged 21
		SP:Iteration 5Q (26765.530000 sec): 3 clusters
  Score: Raw -219084.985444 + Penalty 3502.847050 = -215582.138394
  nChanged 14
		SP:Iteration 6Q (26765.670000 sec): 3 clusters
  Score: Raw -219098.161204 + Penalty 3502.847050 = -215595.314154
  nChanged 7
		SP:Iteration 7Q (26765.850000 sec): 3 clusters
  Score: Raw -219104.696558 + Penalty 3502.847050 = -215601.849508
  nChanged 7
		SP:Iteration 8Q (26766.020000 sec): 3 clusters
  Score: Raw -219115.415161 + Penalty 3502.847050 = -215612.568111
  nChanged 7
		SP:Iteration 9Q (26766.200000 sec): 3 clusters
  Score: Raw -219121.823465 + Penalty 3502.847050 = -215618.976416
  nChanged 1
		SP:Iteration 10Q (26766.390000 sec): 3 clusters
  Score: Raw -219122.912858 + Penalty 3502.847050 = -215620.065809
  nChanged 0
		SP:Iteration 11F (26766.540000 sec): 3 clusters
  Score: Raw -219122.912858 + Penalty 3502.847050 = -215620.065809
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26766.640000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26766.800000 sec): 3 clusters
  Score: Raw -37359.513527 + Penalty 2681.957199 = -34677.556329
  nChanged 12
		SP:Iteration 1F (26766.930000 sec): 3 clusters
  Score: Raw -37430.100315 + Penalty 2681.957199 = -34748.143117
  nChanged 5
		SP:Iteration 2Q (26767.070000 sec): 3 clusters
  Score: Raw -37459.336060 + Penalty 2681.957199 = -34777.378862
  nChanged 4
		SP:Iteration 3Q (26767.200000 sec): 3 clusters
  Score: Raw -37475.521122 + Penalty 2681.957199 = -34793.563923
  nChanged 0
		SP:Iteration 4F (26767.330000 sec): 3 clusters
  Score: Raw -37475.521122 + Penalty 2681.957199 = -34793.563923
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26767.380000 sec): 2 clusters
  Score: Raw -33724.174993 + Penalty 1328.433396 = -32395.741597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26767.550000 sec): 3 clusters
  Score: Raw -33916.711551 + Penalty 2656.866792 = -31259.844759
  nChanged 8
		SP:Iteration 1Q (26767.680000 sec): 3 clusters
  Score: Raw -33955.656964 + Penalty 2656.866792 = -31298.790172
  nChanged 6
		SP:Iteration 2Q (26767.840000 sec): 3 clusters
  Score: Raw -33988.259715 + Penalty 2656.866792 = -31331.392922
  nChanged 1
		SP:Iteration 3Q (26767.970000 sec): 3 clusters
  Score: Raw -33990.596901 + Penalty 2656.866792 = -31333.730108
  nChanged 0
		SP:Iteration 4F (26768.160000 sec): 3 clusters
  Score: Raw -33990.596901 + Penalty 2656.866792 = -31333.730108
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26768.210000 sec): 2 clusters
  Score: Raw -35738.569256 + Penalty 1355.030288 = -34383.538968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26768.340000 sec): 3 clusters
  Score: Raw -35981.495308 + Penalty 2710.060575 = -33271.434733
  nChanged 34
		SP:Iteration 1F (26768.480000 sec): 3 clusters
  Score: Raw -36151.729556 + Penalty 2710.060575 = -33441.668981
  nChanged 8
		SP:Iteration 2Q (26768.620000 sec): 3 clusters
  Score: Raw -36190.937251 + Penalty 2710.060575 = -33480.876676
  nChanged 2
		SP:Iteration 3Q (26768.740000 sec): 3 clusters
  Score: Raw -36195.191048 + Penalty 2710.060575 = -33485.130473
  nChanged 2
		SP:Iteration 4Q (26768.890000 sec): 3 clusters
  Score: Raw -36210.588990 + Penalty 2710.060575 = -33500.528415
  nChanged 3
		SP:Iteration 5Q (26769.050000 sec): 3 clusters
  Score: Raw -36224.652523 + Penalty 2710.060575 = -33514.591947
  nChanged 2
		SP:Iteration 6Q (26769.250000 sec): 3 clusters
  Score: Raw -36236.683546 + Penalty 2710.060575 = -33526.622970
  nChanged 0
		SP:Iteration 7F (26769.370000 sec): 3 clusters
  Score: Raw -36236.683546 + Penalty 2710.060575 = -33526.622970
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26769.530000 sec): 2 clusters
  Score: Raw -2514609.959253 + Penalty 2359.763277 = -2512250.195976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26769.820000 sec): 3 clusters
  Score: Raw -2506993.299511 + Penalty 4719.526554 = -2502273.772957
  nChanged 5790
		SP:Iteration 1F (26770.080000 sec): 3 clusters
  Score: Raw -2510085.018484 + Penalty 4719.526554 = -2505365.491931
  nChanged 825
		SP:Iteration 2F (26770.390000 sec): 3 clusters
  Score: Raw -2510433.106502 + Penalty 4719.526554 = -2505713.579948
  nChanged 643
		SP:Iteration 3Q (26770.600000 sec): 3 clusters
  Score: Raw -2510710.816588 + Penalty 4719.526554 = -2505991.290035
  nChanged 591
		SP:Iteration 4Q (26770.870000 sec): 3 clusters
  Score: Raw -2510952.748507 + Penalty 4719.526554 = -2506233.221953
  nChanged 519
		SP:Iteration 5Q (26771.100000 sec): 3 clusters
  Score: Raw -2511172.548150 + Penalty 4719.526554 = -2506453.021597
  nChanged 502
		SP:Iteration 6Q (26771.330000 sec): 3 clusters
  Score: Raw -2511423.083856 + Penalty 4719.526554 = -2506703.557303
  nChanged 541
		SP:Iteration 7Q (26771.610000 sec): 3 clusters
  Score: Raw -2511708.055585 + Penalty 4719.526554 = -2506988.529032
  nChanged 535
		SP:Iteration 8Q (26771.850000 sec): 3 clusters
  Score: Raw -2512012.451768 + Penalty 4719.526554 = -2507292.925215
  nChanged 513
		SP:Iteration 9Q (26772.170000 sec): 3 clusters
  Score: Raw -2512337.639448 + Penalty 4719.526554 = -2507618.112895
  nChanged 511
		SP:Iteration 10Q (26772.340000 sec): 3 clusters
  Score: Raw -2512650.887432 + Penalty 4719.526554 = -2507931.360878
  nChanged 490
		SP:Iteration 11Q (26772.590000 sec): 3 clusters
  Score: Raw -2512983.581863 + Penalty 4719.526554 = -2508264.055309
  nChanged 431
		SP:Iteration 12Q (26772.810000 sec): 3 clusters
  Score: Raw -2513261.808661 + Penalty 4719.526554 = -2508542.282107
  nChanged 405
		SP:Iteration 13Q (26773.070000 sec): 3 clusters
  Score: Raw -2513508.987897 + Penalty 4719.526554 = -2508789.461344
  nChanged 350
		SP:Iteration 14Q (26773.350000 sec): 3 clusters
  Score: Raw -2513715.564611 + Penalty 4719.526554 = -2508996.038058
  nChanged 337
		SP:Iteration 15Q (26773.610000 sec): 3 clusters
  Score: Raw -2513937.311550 + Penalty 4719.526554 = -2509217.784996
  nChanged 320
		SP:Iteration 16Q (26773.890000 sec): 3 clusters
  Score: Raw -2514145.308793 + Penalty 4719.526554 = -2509425.782240
  nChanged 247
		SP:Iteration 17Q (26774.180000 sec): 3 clusters
  Score: Raw -2514318.965827 + Penalty 4719.526554 = -2509599.439273
  nChanged 204
		SP:Iteration 18Q (26774.470000 sec): 3 clusters
  Score: Raw -2514471.074712 + Penalty 4719.526554 = -2509751.548158
  nChanged 160
		SP:Iteration 19Q (26774.770000 sec): 3 clusters
  Score: Raw -2514588.896889 + Penalty 4719.526554 = -2509869.370335
  nChanged 130
		SP:Iteration 20F (26775.050000 sec): 3 clusters
  Score: Raw -2514685.028446 + Penalty 4719.526554 = -2509965.501892
  nChanged 96
		SP:Iteration 21Q (26775.290000 sec): 3 clusters
  Score: Raw -2514752.913690 + Penalty 4719.526554 = -2510033.387136
  nChanged 61
		SP:Iteration 22Q (26775.540000 sec): 3 clusters
  Score: Raw -2514795.618841 + Penalty 4719.526554 = -2510076.092287
  nChanged 46
		SP:Iteration 23Q (26775.790000 sec): 3 clusters
  Score: Raw -2514831.166479 + Penalty 4719.526554 = -2510111.639925
  nChanged 36
		SP:Iteration 24Q (26776.050000 sec): 3 clusters
  Score: Raw -2514856.301582 + Penalty 4719.526554 = -2510136.775028
  nChanged 33
		SP:Iteration 25Q (26776.340000 sec): 3 clusters
  Score: Raw -2514883.007309 + Penalty 4719.526554 = -2510163.480755
  nChanged 29
		SP:Iteration 26Q (26776.570000 sec): 3 clusters
  Score: Raw -2514912.108337 + Penalty 4719.526554 = -2510192.581784
  nChanged 27
		SP:Iteration 27Q (26776.810000 sec): 3 clusters
  Score: Raw -2514937.825342 + Penalty 4719.526554 = -2510218.298789
  nChanged 27
		SP:Iteration 28Q (26777.030000 sec): 3 clusters
  Score: Raw -2514961.072092 + Penalty 4719.526554 = -2510241.545538
  nChanged 25
		SP:Iteration 29Q (26777.250000 sec): 3 clusters
  Score: Raw -2514986.897144 + Penalty 4719.526554 = -2510267.370590
  nChanged 22
		SP:Iteration 30Q (26777.530000 sec): 3 clusters
  Score: Raw -2515012.443656 + Penalty 4719.526554 = -2510292.917103
  nChanged 22
		SP:Iteration 31Q (26777.750000 sec): 3 clusters
  Score: Raw -2515031.643373 + Penalty 4719.526554 = -2510312.116819
  nChanged 18
		SP:Iteration 32Q (26778.000000 sec): 3 clusters
  Score: Raw -2515046.557324 + Penalty 4719.526554 = -2510327.030771
  nChanged 19
		SP:Iteration 33Q (26778.230000 sec): 3 clusters
  Score: Raw -2515066.264036 + Penalty 4719.526554 = -2510346.737482
  nChanged 11
		SP:Iteration 34Q (26778.500000 sec): 3 clusters
  Score: Raw -2515074.977946 + Penalty 4719.526554 = -2510355.451392
  nChanged 8
		SP:Iteration 35Q (26778.730000 sec): 3 clusters
  Score: Raw -2515081.733901 + Penalty 4719.526554 = -2510362.207347
  nChanged 6
		SP:Iteration 36Q (26778.920000 sec): 3 clusters
  Score: Raw -2515087.209216 + Penalty 4719.526554 = -2510367.682662
  nChanged 3
		SP:Iteration 37Q (26779.140000 sec): 3 clusters
  Score: Raw -2515090.354611 + Penalty 4719.526554 = -2510370.828057
  nChanged 5
		SP:Iteration 38Q (26779.440000 sec): 3 clusters
  Score: Raw -2515094.636408 + Penalty 4719.526554 = -2510375.109854
  nChanged 0
		SP:Iteration 39F (26779.670000 sec): 3 clusters
  Score: Raw -2515094.636408 + Penalty 4719.526554 = -2510375.109854
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26781.100000 sec): 2 clusters
  Score: Raw -37624424.867515 + Penalty 3039.505757 = -37621385.361758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26782.740000 sec): 3 clusters
  Score: Raw -37486441.093143 + Penalty 6079.011515 = -37480362.081628
  nChanged 101100
		SP:Iteration 1F (26784.320000 sec): 3 clusters
  Score: Raw -37545562.901966 + Penalty 6079.011515 = -37539483.890452
  nChanged 5997
		SP:Iteration 2Q (26786.490000 sec): 3 clusters
  Score: Raw -37547023.848194 + Penalty 6079.011515 = -37540944.836679
  nChanged 7452
		SP:Iteration 3Q (26788.340000 sec): 3 clusters
  Score: Raw -37549449.964725 + Penalty 6079.011515 = -37543370.953210
  nChanged 9955
		SP:Iteration 4Q (26790.130000 sec): 3 clusters
  Score: Raw -37553923.196066 + Penalty 6079.011515 = -37547844.184551
  nChanged 13678
		SP:Iteration 5F (26791.840000 sec): 3 clusters
  Score: Raw -37562490.003126 + Penalty 6079.011515 = -37556410.991611
  nChanged 17973
		SP:Iteration 6F (26793.600000 sec): 3 clusters
  Score: Raw -37577092.700693 + Penalty 6079.011515 = -37571013.689178
  nChanged 19257
		SP:Iteration 7F (26795.620000 sec): 3 clusters
  Score: Raw -37595468.147562 + Penalty 6079.011515 = -37589389.136047
  nChanged 15436
		SP:Iteration 8F (26797.320000 sec): 3 clusters
  Score: Raw -37610920.289537 + Penalty 6079.011515 = -37604841.278022
  nChanged 8848
		SP:Iteration 9Q (26798.980000 sec): 3 clusters
  Score: Raw -37619490.625414 + Penalty 6079.011515 = -37613411.613899
  nChanged 3731
		SP:Iteration 10Q (26800.670000 sec): 3 clusters
  Score: Raw -37622896.263611 + Penalty 6079.011515 = -37616817.252096
  nChanged 1318
		SP:Iteration 11Q (26802.130000 sec): 3 clusters
  Score: Raw -37624092.507491 + Penalty 6079.011515 = -37618013.495976
  nChanged 347
		SP:Iteration 12Q (26803.640000 sec): 3 clusters
  Score: Raw -37624429.725932 + Penalty 6079.011515 = -37618350.714417
  nChanged 140
		SP:Iteration 13Q (26805.060000 sec): 3 clusters
  Score: Raw -37624590.321394 + Penalty 6079.011515 = -37618511.309879
  nChanged 61
		SP:Iteration 14Q (26806.430000 sec): 3 clusters
  Score: Raw -37624657.095278 + Penalty 6079.011515 = -37618578.083763
  nChanged 37
		SP:Iteration 15Q (26807.750000 sec): 3 clusters
  Score: Raw -37624701.468562 + Penalty 6079.011515 = -37618622.457047
  nChanged 23
		SP:Iteration 16Q (26809.020000 sec): 3 clusters
  Score: Raw -37624731.867982 + Penalty 6079.011515 = -37618652.856467
  nChanged 14
		SP:Iteration 17Q (26810.470000 sec): 3 clusters
  Score: Raw -37624751.049790 + Penalty 6079.011515 = -37618672.038275
  nChanged 13
		SP:Iteration 18Q (26811.810000 sec): 3 clusters
  Score: Raw -37624767.611485 + Penalty 6079.011515 = -37618688.599970
  nChanged 8
		SP:Iteration 19Q (26813.010000 sec): 3 clusters
  Score: Raw -37624774.932910 + Penalty 6079.011515 = -37618695.921395
  nChanged 4
		SP:Iteration 20F (26814.430000 sec): 3 clusters
  Score: Raw -37624781.567500 + Penalty 6079.011515 = -37618702.555985
  nChanged 5
		SP:Iteration 21Q (26815.770000 sec): 3 clusters
  Score: Raw -37624786.844556 + Penalty 6079.011515 = -37618707.833041
  nChanged 1
		SP:Iteration 22Q (26817.090000 sec): 3 clusters
  Score: Raw -37624788.622061 + Penalty 6079.011515 = -37618709.610546
  nChanged 1
		SP:Iteration 23Q (26818.440000 sec): 3 clusters
  Score: Raw -37624789.667892 + Penalty 6079.011515 = -37618710.656377
  nChanged 2
		SP:Iteration 24Q (26819.780000 sec): 3 clusters
  Score: Raw -37624791.964079 + Penalty 6079.011515 = -37618712.952564
  nChanged 2
		SP:Iteration 25Q (26821.150000 sec): 3 clusters
  Score: Raw -37624792.764420 + Penalty 6079.011515 = -37618713.752905
  nChanged 1
		SP:Iteration 26Q (26822.500000 sec): 3 clusters
  Score: Raw -37624793.863543 + Penalty 6079.011515 = -37618714.852028
  nChanged 0
		SP:Iteration 27F (26823.930000 sec): 3 clusters
  Score: Raw -37624793.863543 + Penalty 6079.011515 = -37618714.852028
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26824.210000 sec): 2 clusters
  Score: Raw -3608271.265461 + Penalty 2468.306548 = -3605802.958913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26824.530000 sec): 3 clusters
  Score: Raw -3596034.681243 + Penalty 4936.613095 = -3591098.068148
  nChanged 9319
		SP:Iteration 1F (26824.830000 sec): 3 clusters
  Score: Raw -3601165.068600 + Penalty 4936.613095 = -3596228.455505
  nChanged 1170
		SP:Iteration 2F (26825.130000 sec): 3 clusters
  Score: Raw -3601696.555874 + Penalty 4936.613095 = -3596759.942779
  nChanged 1132
		SP:Iteration 3F (26825.460000 sec): 3 clusters
  Score: Raw -3602348.563167 + Penalty 4936.613095 = -3597411.950072
  nChanged 1240
		SP:Iteration 4F (26825.740000 sec): 3 clusters
  Score: Raw -3603334.521567 + Penalty 4936.613095 = -3598397.908472
  nChanged 1450
		SP:Iteration 5F (26826.050000 sec): 3 clusters
  Score: Raw -3604768.750679 + Penalty 4936.613095 = -3599832.137584
  nChanged 1608
		SP:Iteration 6F (26826.350000 sec): 3 clusters
  Score: Raw -3606368.319105 + Penalty 4936.613095 = -3601431.706010
  nChanged 1521
		SP:Iteration 7F (26826.650000 sec): 3 clusters
  Score: Raw -3607556.595459 + Penalty 4936.613095 = -3602619.982364
  nChanged 1198
		SP:Iteration 8F (26826.910000 sec): 3 clusters
  Score: Raw -3608335.211048 + Penalty 4936.613095 = -3603398.597953
  nChanged 920
		SP:Iteration 9Q (26827.230000 sec): 3 clusters
  Score: Raw -3608826.621707 + Penalty 4936.613095 = -3603890.008612
  nChanged 639
		SP:Iteration 10Q (26827.540000 sec): 3 clusters
  Score: Raw -3609096.650097 + Penalty 4936.613095 = -3604160.037002
  nChanged 505
		SP:Iteration 11Q (26827.850000 sec): 3 clusters
  Score: Raw -3609275.813482 + Penalty 4936.613095 = -3604339.200387
  nChanged 391
		SP:Iteration 12Q (26828.200000 sec): 3 clusters
  Score: Raw -3609399.884500 + Penalty 4936.613095 = -3604463.271405
  nChanged 302
		SP:Iteration 13Q (26828.570000 sec): 3 clusters
  Score: Raw -3609491.359039 + Penalty 4936.613095 = -3604554.745944
  nChanged 290
		SP:Iteration 14Q (26828.860000 sec): 3 clusters
  Score: Raw -3609578.903996 + Penalty 4936.613095 = -3604642.290901
  nChanged 266
		SP:Iteration 15Q (26829.170000 sec): 3 clusters
  Score: Raw -3609663.495434 + Penalty 4936.613095 = -3604726.882338
  nChanged 277
		SP:Iteration 16Q (26829.450000 sec): 3 clusters
  Score: Raw -3609750.669620 + Penalty 4936.613095 = -3604814.056524
  nChanged 264
		SP:Iteration 17Q (26829.780000 sec): 3 clusters
  Score: Raw -3609834.504082 + Penalty 4936.613095 = -3604897.890987
  nChanged 261
		SP:Iteration 18Q (26830.150000 sec): 3 clusters
  Score: Raw -3609913.638219 + Penalty 4936.613095 = -3604977.025124
  nChanged 243
		SP:Iteration 19Q (26830.400000 sec): 3 clusters
  Score: Raw -3609978.188352 + Penalty 4936.613095 = -3605041.575257
  nChanged 254
		SP:Iteration 20F (26830.690000 sec): 3 clusters
  Score: Raw -3610041.817348 + Penalty 4936.613095 = -3605105.204252
  nChanged 225
		SP:Iteration 21Q (26830.960000 sec): 3 clusters
  Score: Raw -3610094.940017 + Penalty 4936.613095 = -3605158.326921
  nChanged 220
		SP:Iteration 22Q (26831.270000 sec): 3 clusters
  Score: Raw -3610145.792927 + Penalty 4936.613095 = -3605209.179832
  nChanged 210
		SP:Iteration 23Q (26831.550000 sec): 3 clusters
  Score: Raw -3610193.528457 + Penalty 4936.613095 = -3605256.915362
  nChanged 204
		SP:Iteration 24Q (26831.930000 sec): 3 clusters
  Score: Raw -3610240.205765 + Penalty 4936.613095 = -3605303.592670
  nChanged 186
		SP:Iteration 25Q (26832.280000 sec): 3 clusters
  Score: Raw -3610278.582376 + Penalty 4936.613095 = -3605341.969280
  nChanged 171
		SP:Iteration 26Q (26832.600000 sec): 3 clusters
  Score: Raw -3610312.698543 + Penalty 4936.613095 = -3605376.085448
  nChanged 152
		SP:Iteration 27Q (26832.910000 sec): 3 clusters
  Score: Raw -3610342.483546 + Penalty 4936.613095 = -3605405.870451
  nChanged 139
		SP:Iteration 28Q (26833.230000 sec): 3 clusters
  Score: Raw -3610367.369223 + Penalty 4936.613095 = -3605430.756128
  nChanged 126
		SP:Iteration 29Q (26833.560000 sec): 3 clusters
  Score: Raw -3610389.622996 + Penalty 4936.613095 = -3605453.009901
  nChanged 106
		SP:Iteration 30Q (26833.880000 sec): 3 clusters
  Score: Raw -3610411.954943 + Penalty 4936.613095 = -3605475.341848
  nChanged 98
		SP:Iteration 31Q (26834.250000 sec): 3 clusters
  Score: Raw -3610430.266050 + Penalty 4936.613095 = -3605493.652955
  nChanged 83
		SP:Iteration 32Q (26834.580000 sec): 3 clusters
  Score: Raw -3610444.760469 + Penalty 4936.613095 = -3605508.147374
  nChanged 88
		SP:Iteration 33Q (26834.940000 sec): 3 clusters
  Score: Raw -3610458.051842 + Penalty 4936.613095 = -3605521.438747
  nChanged 79
		SP:Iteration 34Q (26835.230000 sec): 3 clusters
  Score: Raw -3610469.271302 + Penalty 4936.613095 = -3605532.658207
  nChanged 60
		SP:Iteration 35Q (26835.510000 sec): 3 clusters
  Score: Raw -3610477.533102 + Penalty 4936.613095 = -3605540.920007
  nChanged 47
		SP:Iteration 36Q (26835.840000 sec): 3 clusters
  Score: Raw -3610483.858098 + Penalty 4936.613095 = -3605547.245003
  nChanged 46
		SP:Iteration 37Q (26836.120000 sec): 3 clusters
  Score: Raw -3610489.541464 + Penalty 4936.613095 = -3605552.928369
  nChanged 38
		SP:Iteration 38Q (26836.410000 sec): 3 clusters
  Score: Raw -3610493.831766 + Penalty 4936.613095 = -3605557.218671
  nChanged 35
		SP:Iteration 39Q (26836.690000 sec): 3 clusters
  Score: Raw -3610497.833652 + Penalty 4936.613095 = -3605561.220557
  nChanged 37
		SP:Iteration 40F (26837.040000 sec): 3 clusters
  Score: Raw -3610502.257783 + Penalty 4936.613095 = -3605565.644688
  nChanged 34
		SP:Iteration 41Q (26837.280000 sec): 3 clusters
  Score: Raw -3610506.290845 + Penalty 4936.613095 = -3605569.677750
  nChanged 29
		SP:Iteration 42Q (26837.650000 sec): 3 clusters
  Score: Raw -3610509.647568 + Penalty 4936.613095 = -3605573.034473
  nChanged 29
		SP:Iteration 43Q (26837.980000 sec): 3 clusters
  Score: Raw -3610512.743471 + Penalty 4936.613095 = -3605576.130376
  nChanged 31
		SP:Iteration 44Q (26838.350000 sec): 3 clusters
  Score: Raw -3610515.573185 + Penalty 4936.613095 = -3605578.960090
  nChanged 22
		SP:Iteration 45Q (26838.670000 sec): 3 clusters
  Score: Raw -3610517.390276 + Penalty 4936.613095 = -3605580.777181
  nChanged 13
		SP:Iteration 46Q (26839.020000 sec): 3 clusters
  Score: Raw -3610518.724634 + Penalty 4936.613095 = -3605582.111539
  nChanged 18
		SP:Iteration 47Q (26839.370000 sec): 3 clusters
  Score: Raw -3610520.628304 + Penalty 4936.613095 = -3605584.015209
  nChanged 13
		SP:Iteration 48Q (26839.690000 sec): 3 clusters
  Score: Raw -3610521.736721 + Penalty 4936.613095 = -3605585.123626
  nChanged 7
		SP:Iteration 49Q (26840.010000 sec): 3 clusters
  Score: Raw -3610522.411368 + Penalty 4936.613095 = -3605585.798272
  nChanged 11
		SP:Iteration 50Q (26840.270000 sec): 3 clusters
  Score: Raw -3610523.508496 + Penalty 4936.613095 = -3605586.895400
  nChanged 13
		SP:Iteration 51Q (26840.540000 sec): 3 clusters
  Score: Raw -3610524.877343 + Penalty 4936.613095 = -3605588.264248
  nChanged 12
		SP:Iteration 52Q (26840.870000 sec): 3 clusters
  Score: Raw -3610526.205447 + Penalty 4936.613095 = -3605589.592352
  nChanged 9
		SP:Iteration 53Q (26841.150000 sec): 3 clusters
  Score: Raw -3610526.774219 + Penalty 4936.613095 = -3605590.161124
  nChanged 6
		SP:Iteration 54Q (26841.520000 sec): 3 clusters
  Score: Raw -3610527.385056 + Penalty 4936.613095 = -3605590.771961
  nChanged 9
		SP:Iteration 55Q (26841.870000 sec): 3 clusters
  Score: Raw -3610528.114439 + Penalty 4936.613095 = -3605591.501344
  nChanged 9
		SP:Iteration 56Q (26842.130000 sec): 3 clusters
  Score: Raw -3610528.766281 + Penalty 4936.613095 = -3605592.153186
  nChanged 7
		SP:Iteration 57Q (26842.450000 sec): 3 clusters
  Score: Raw -3610529.150186 + Penalty 4936.613095 = -3605592.537091
  nChanged 7
		SP:Iteration 58Q (26842.730000 sec): 3 clusters
  Score: Raw -3610529.612816 + Penalty 4936.613095 = -3605592.999721
  nChanged 10
		SP:Iteration 59Q (26843.090000 sec): 3 clusters
  Score: Raw -3610530.363175 + Penalty 4936.613095 = -3605593.750080
  nChanged 10
		SP:Iteration 60F (26843.410000 sec): 3 clusters
  Score: Raw -3610531.285880 + Penalty 4936.613095 = -3605594.672785
  nChanged 6
		SP:Iteration 61Q (26843.770000 sec): 3 clusters
  Score: Raw -3610531.663353 + Penalty 4936.613095 = -3605595.050258
  nChanged 7
		SP:Iteration 62Q (26844.110000 sec): 3 clusters
  Score: Raw -3610532.213561 + Penalty 4936.613095 = -3605595.600466
  nChanged 8
		SP:Iteration 63Q (26844.400000 sec): 3 clusters
  Score: Raw -3610532.892337 + Penalty 4936.613095 = -3605596.279242
  nChanged 7
		SP:Iteration 64Q (26844.770000 sec): 3 clusters
  Score: Raw -3610533.558962 + Penalty 4936.613095 = -3605596.945867
  nChanged 5
		SP:Iteration 65Q (26845.040000 sec): 3 clusters
  Score: Raw -3610533.983776 + Penalty 4936.613095 = -3605597.370681
  nChanged 5
		SP:Iteration 66Q (26845.410000 sec): 3 clusters
  Score: Raw -3610534.328891 + Penalty 4936.613095 = -3605597.715796
  nChanged 4
		SP:Iteration 67Q (26845.740000 sec): 3 clusters
  Score: Raw -3610534.708990 + Penalty 4936.613095 = -3605598.095895
  nChanged 5
		SP:Iteration 68Q (26846.100000 sec): 3 clusters
  Score: Raw -3610535.139702 + Penalty 4936.613095 = -3605598.526607
  nChanged 3
		SP:Iteration 69Q (26846.450000 sec): 3 clusters
  Score: Raw -3610535.305740 + Penalty 4936.613095 = -3605598.692645
  nChanged 5
		SP:Iteration 70Q (26846.780000 sec): 3 clusters
  Score: Raw -3610535.534437 + Penalty 4936.613095 = -3605598.921342
  nChanged 2
		SP:Iteration 71Q (26847.070000 sec): 3 clusters
  Score: Raw -3610535.760977 + Penalty 4936.613095 = -3605599.147882
  nChanged 3
		SP:Iteration 72Q (26847.430000 sec): 3 clusters
  Score: Raw -3610536.036510 + Penalty 4936.613095 = -3605599.423415
  nChanged 5
		SP:Iteration 73Q (26847.710000 sec): 3 clusters
  Score: Raw -3610536.381455 + Penalty 4936.613095 = -3605599.768360
  nChanged 3
		SP:Iteration 74Q (26848.010000 sec): 3 clusters
  Score: Raw -3610536.607616 + Penalty 4936.613095 = -3605599.994521
  nChanged 4
		SP:Iteration 75Q (26848.300000 sec): 3 clusters
  Score: Raw -3610536.852575 + Penalty 4936.613095 = -3605600.239480
  nChanged 4
		SP:Iteration 76Q (26848.580000 sec): 3 clusters
  Score: Raw -3610537.382727 + Penalty 4936.613095 = -3605600.769632
  nChanged 5
		SP:Iteration 77Q (26848.910000 sec): 3 clusters
  Score: Raw -3610537.698437 + Penalty 4936.613095 = -3605601.085342
  nChanged 2
		SP:Iteration 78Q (26849.230000 sec): 3 clusters
  Score: Raw -3610537.873793 + Penalty 4936.613095 = -3605601.260698
  nChanged 3
		SP:Iteration 79Q (26849.540000 sec): 3 clusters
  Score: Raw -3610538.020194 + Penalty 4936.613095 = -3605601.407099
  nChanged 2
		SP:Iteration 80F (26849.840000 sec): 3 clusters
  Score: Raw -3610538.121938 + Penalty 4936.613095 = -3605601.508843
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (96027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26850.390000 sec): 2 clusters
  Score: Raw -17104356.119425 + Penalty 2845.151401 = -17101510.968025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26851.190000 sec): 3 clusters
  Score: Raw -17042960.001719 + Penalty 5690.302802 = -17037269.698917
  nChanged 45429
		SP:Iteration 1F (26851.980000 sec): 3 clusters
  Score: Raw -17068613.885163 + Penalty 5690.302802 = -17062923.582362
  nChanged 3144
		SP:Iteration 2Q (26852.940000 sec): 3 clusters
  Score: Raw -17069337.555960 + Penalty 5690.302802 = -17063647.253158
  nChanged 3177
		SP:Iteration 3Q (26853.830000 sec): 3 clusters
  Score: Raw -17070206.088210 + Penalty 5690.302802 = -17064515.785408
  nChanged 3404
		SP:Iteration 4Q (26854.690000 sec): 3 clusters
  Score: Raw -17071271.659159 + Penalty 5690.302802 = -17065581.356358
  nChanged 3723
		SP:Iteration 5Q (26855.580000 sec): 3 clusters
  Score: Raw -17072606.949707 + Penalty 5690.302802 = -17066916.646905
  nChanged 4044
		SP:Iteration 6Q (26856.480000 sec): 3 clusters
  Score: Raw -17074221.184243 + Penalty 5690.302802 = -17068530.881441
  nChanged 4501
		SP:Iteration 7Q (26857.340000 sec): 3 clusters
  Score: Raw -17076212.201526 + Penalty 5690.302802 = -17070521.898725
  nChanged 4815
		SP:Iteration 8F (26858.170000 sec): 3 clusters
  Score: Raw -17078553.716353 + Penalty 5690.302802 = -17072863.413551
  nChanged 5099
		SP:Iteration 9F (26859.020000 sec): 3 clusters
  Score: Raw -17081224.274771 + Penalty 5690.302802 = -17075533.971969
  nChanged 4987
		SP:Iteration 10F (26859.940000 sec): 3 clusters
  Score: Raw -17083902.054605 + Penalty 5690.302802 = -17078211.751803
  nChanged 4642
		SP:Iteration 11Q (26860.850000 sec): 3 clusters
  Score: Raw -17086333.685556 + Penalty 5690.302802 = -17080643.382754
  nChanged 4030
		SP:Iteration 12Q (26861.720000 sec): 3 clusters
  Score: Raw -17088477.020906 + Penalty 5690.302802 = -17082786.718104
  nChanged 3368
		SP:Iteration 13Q (26862.580000 sec): 3 clusters
  Score: Raw -17090079.070600 + Penalty 5690.302802 = -17084388.767798
  nChanged 2572
		SP:Iteration 14Q (26863.390000 sec): 3 clusters
  Score: Raw -17091141.169691 + Penalty 5690.302802 = -17085450.866890
  nChanged 1987
		SP:Iteration 15Q (26864.270000 sec): 3 clusters
  Score: Raw -17091847.294882 + Penalty 5690.302802 = -17086156.992080
  nChanged 1669
		SP:Iteration 16Q (26865.170000 sec): 3 clusters
  Score: Raw -17092378.383448 + Penalty 5690.302802 = -17086688.080646
  nChanged 1595
		SP:Iteration 17Q (26866.000000 sec): 3 clusters
  Score: Raw -17092864.593704 + Penalty 5690.302802 = -17087174.290902
  nChanged 1630
		SP:Iteration 18Q (26866.800000 sec): 3 clusters
  Score: Raw -17093359.130292 + Penalty 5690.302802 = -17087668.827490
  nChanged 1733
		SP:Iteration 19Q (26867.680000 sec): 3 clusters
  Score: Raw -17093924.398763 + Penalty 5690.302802 = -17088234.095961
  nChanged 1768
		SP:Iteration 20F (26868.430000 sec): 3 clusters
  Score: Raw -17094533.365192 + Penalty 5690.302802 = -17088843.062391
  nChanged 1826
		SP:Iteration 21Q (26869.260000 sec): 3 clusters
  Score: Raw -17095204.110836 + Penalty 5690.302802 = -17089513.808034
  nChanged 1868
		SP:Iteration 22Q (26870.170000 sec): 3 clusters
  Score: Raw -17095910.369477 + Penalty 5690.302802 = -17090220.066675
  nChanged 1855
		SP:Iteration 23Q (26871.030000 sec): 3 clusters
  Score: Raw -17096631.811776 + Penalty 5690.302802 = -17090941.508974
  nChanged 1781
		SP:Iteration 24Q (26871.720000 sec): 3 clusters
  Score: Raw -17097340.282890 + Penalty 5690.302802 = -17091649.980088
  nChanged 1636
		SP:Iteration 25Q (26872.540000 sec): 3 clusters
  Score: Raw -17098007.152678 + Penalty 5690.302802 = -17092316.849876
  nChanged 1591
		SP:Iteration 26Q (26873.390000 sec): 3 clusters
  Score: Raw -17098663.915095 + Penalty 5690.302802 = -17092973.612293
  nChanged 1480
		SP:Iteration 27Q (26874.250000 sec): 3 clusters
  Score: Raw -17099283.450133 + Penalty 5690.302802 = -17093593.147331
  nChanged 1368
		SP:Iteration 28Q (26875.100000 sec): 3 clusters
  Score: Raw -17099853.332231 + Penalty 5690.302802 = -17094163.029429
  nChanged 1291
		SP:Iteration 29Q (26875.970000 sec): 3 clusters
  Score: Raw -17100398.225740 + Penalty 5690.302802 = -17094707.922938
  nChanged 1196
		SP:Iteration 30Q (26876.740000 sec): 3 clusters
  Score: Raw -17100895.333551 + Penalty 5690.302802 = -17095205.030749
  nChanged 1088
		SP:Iteration 31Q (26877.580000 sec): 3 clusters
  Score: Raw -17101357.996325 + Penalty 5690.302802 = -17095667.693523
  nChanged 1003
		SP:Iteration 32Q (26878.360000 sec): 3 clusters
  Score: Raw -17101786.089436 + Penalty 5690.302802 = -17096095.786634
  nChanged 875
		SP:Iteration 33Q (26879.220000 sec): 3 clusters
  Score: Raw -17102141.081006 + Penalty 5690.302802 = -17096450.778204
  nChanged 784
		SP:Iteration 34Q (26880.140000 sec): 3 clusters
  Score: Raw -17102445.010258 + Penalty 5690.302802 = -17096754.707456
  nChanged 699
		SP:Iteration 35Q (26880.900000 sec): 3 clusters
  Score: Raw -17102725.156353 + Penalty 5690.302802 = -17097034.853551
  nChanged 633
		SP:Iteration 36Q (26881.700000 sec): 3 clusters
  Score: Raw -17102966.749510 + Penalty 5690.302802 = -17097276.446709
  nChanged 537
		SP:Iteration 37Q (26882.520000 sec): 3 clusters
  Score: Raw -17103159.292329 + Penalty 5690.302802 = -17097468.989527
  nChanged 486
		SP:Iteration 38Q (26883.290000 sec): 3 clusters
  Score: Raw -17103329.189847 + Penalty 5690.302802 = -17097638.887045
  nChanged 395
		SP:Iteration 39Q (26884.130000 sec): 3 clusters
  Score: Raw -17103471.027776 + Penalty 5690.302802 = -17097780.724974
  nChanged 365
		SP:Iteration 40F (26885.010000 sec): 3 clusters
  Score: Raw -17103598.517976 + Penalty 5690.302802 = -17097908.215175
  nChanged 317
		SP:Iteration 41Q (26885.730000 sec): 3 clusters
  Score: Raw -17103708.013029 + Penalty 5690.302802 = -17098017.710227
  nChanged 303
		SP:Iteration 42Q (26886.570000 sec): 3 clusters
  Score: Raw -17103814.901457 + Penalty 5690.302802 = -17098124.598656
  nChanged 269
		SP:Iteration 43Q (26887.390000 sec): 3 clusters
  Score: Raw -17103909.857412 + Penalty 5690.302802 = -17098219.554610
  nChanged 234
		SP:Iteration 44Q (26888.190000 sec): 3 clusters
  Score: Raw -17103986.695937 + Penalty 5690.302802 = -17098296.393136
  nChanged 210
		SP:Iteration 45Q (26889.010000 sec): 3 clusters
  Score: Raw -17104066.497657 + Penalty 5690.302802 = -17098376.194855
  nChanged 193
		SP:Iteration 46Q (26889.770000 sec): 3 clusters
  Score: Raw -17104140.130988 + Penalty 5690.302802 = -17098449.828186
  nChanged 172
		SP:Iteration 47Q (26890.490000 sec): 3 clusters
  Score: Raw -17104206.386105 + Penalty 5690.302802 = -17098516.083303
  nChanged 173
		SP:Iteration 48Q (26891.250000 sec): 3 clusters
  Score: Raw -17104272.148067 + Penalty 5690.302802 = -17098581.845265
  nChanged 161
		SP:Iteration 49Q (26892.010000 sec): 3 clusters
  Score: Raw -17104335.824747 + Penalty 5690.302802 = -17098645.521945
  nChanged 131
		SP:Iteration 50Q (26892.730000 sec): 3 clusters
  Score: Raw -17104386.932687 + Penalty 5690.302802 = -17098696.629885
  nChanged 113
		SP:Iteration 51Q (26893.410000 sec): 3 clusters
  Score: Raw -17104429.753102 + Penalty 5690.302802 = -17098739.450300
  nChanged 95
		SP:Iteration 52Q (26894.230000 sec): 3 clusters
  Score: Raw -17104462.918447 + Penalty 5690.302802 = -17098772.615646
  nChanged 77
		SP:Iteration 53Q (26894.940000 sec): 3 clusters
  Score: Raw -17104491.963224 + Penalty 5690.302802 = -17098801.660422
  nChanged 78
		SP:Iteration 54Q (26895.680000 sec): 3 clusters
  Score: Raw -17104518.561210 + Penalty 5690.302802 = -17098828.258409
  nChanged 72
		SP:Iteration 55Q (26896.480000 sec): 3 clusters
  Score: Raw -17104543.166333 + Penalty 5690.302802 = -17098852.863531
  nChanged 66
		SP:Iteration 56Q (26897.210000 sec): 3 clusters
  Score: Raw -17104562.087612 + Penalty 5690.302802 = -17098871.784810
  nChanged 48
		SP:Iteration 57Q (26897.990000 sec): 3 clusters
  Score: Raw -17104578.396189 + Penalty 5690.302802 = -17098888.093387
  nChanged 49
		SP:Iteration 58Q (26898.890000 sec): 3 clusters
  Score: Raw -17104595.910508 + Penalty 5690.302802 = -17098905.607706
  nChanged 42
		SP:Iteration 59Q (26899.660000 sec): 3 clusters
  Score: Raw -17104608.899749 + Penalty 5690.302802 = -17098918.596947
  nChanged 39
		SP:Iteration 60F (26900.440000 sec): 3 clusters
  Score: Raw -17104622.948410 + Penalty 5690.302802 = -17098932.645608
  nChanged 35
		SP:Iteration 61Q (26901.220000 sec): 3 clusters
  Score: Raw -17104635.071782 + Penalty 5690.302802 = -17098944.768980
  nChanged 31
		SP:Iteration 62Q (26901.990000 sec): 3 clusters
  Score: Raw -17104645.445988 + Penalty 5690.302802 = -17098955.143186
  nChanged 31
		SP:Iteration 63Q (26902.810000 sec): 3 clusters
  Score: Raw -17104655.255683 + Penalty 5690.302802 = -17098964.952882
  nChanged 29
		SP:Iteration 64Q (26903.580000 sec): 3 clusters
  Score: Raw -17104666.605405 + Penalty 5690.302802 = -17098976.302603
  nChanged 37
		SP:Iteration 65Q (26904.360000 sec): 3 clusters
  Score: Raw -17104677.884691 + Penalty 5690.302802 = -17098987.581889
  nChanged 40
		SP:Iteration 66Q (26905.170000 sec): 3 clusters
  Score: Raw -17104691.742910 + Penalty 5690.302802 = -17099001.440108
  nChanged 35
		SP:Iteration 67Q (26905.960000 sec): 3 clusters
  Score: Raw -17104704.000291 + Penalty 5690.302802 = -17099013.697490
  nChanged 30
		SP:Iteration 68Q (26906.750000 sec): 3 clusters
  Score: Raw -17104715.076790 + Penalty 5690.302802 = -17099024.773989
  nChanged 34
		SP:Iteration 69Q (26907.540000 sec): 3 clusters
  Score: Raw -17104728.351624 + Penalty 5690.302802 = -17099038.048822
  nChanged 31
		SP:Iteration 70Q (26908.270000 sec): 3 clusters
  Score: Raw -17104738.877149 + Penalty 5690.302802 = -17099048.574347
  nChanged 33
		SP:Iteration 71Q (26909.040000 sec): 3 clusters
  Score: Raw -17104748.783321 + Penalty 5690.302802 = -17099058.480519
  nChanged 20
		SP:Iteration 72Q (26909.720000 sec): 3 clusters
  Score: Raw -17104754.710263 + Penalty 5690.302802 = -17099064.407462
  nChanged 15
		SP:Iteration 73Q (26910.470000 sec): 3 clusters
  Score: Raw -17104758.879794 + Penalty 5690.302802 = -17099068.576992
  nChanged 8
		SP:Iteration 74Q (26911.200000 sec): 3 clusters
  Score: Raw -17104761.629323 + Penalty 5690.302802 = -17099071.326521
  nChanged 13
		SP:Iteration 75Q (26911.990000 sec): 3 clusters
  Score: Raw -17104766.672824 + Penalty 5690.302802 = -17099076.370022
  nChanged 13
		SP:Iteration 76Q (26912.760000 sec): 3 clusters
  Score: Raw -17104770.744273 + Penalty 5690.302802 = -17099080.441472
  nChanged 8
		SP:Iteration 77Q (26913.470000 sec): 3 clusters
  Score: Raw -17104772.834746 + Penalty 5690.302802 = -17099082.531944
  nChanged 5
		SP:Iteration 78Q (26914.180000 sec): 3 clusters
  Score: Raw -17104773.939641 + Penalty 5690.302802 = -17099083.636839
  nChanged 2
		SP:Iteration 79Q (26914.850000 sec): 3 clusters
  Score: Raw -17104774.671997 + Penalty 5690.302802 = -17099084.369195
  nChanged 5
		SP:Iteration 80F (26915.670000 sec): 3 clusters
  Score: Raw -17104776.582490 + Penalty 5690.302802 = -17099086.279689
  nChanged 5
		SP:Iteration 81Q (26916.370000 sec): 3 clusters
  Score: Raw -17104777.747176 + Penalty 5690.302802 = -17099087.444374
  nChanged 4
		SP:Iteration 82Q (26917.110000 sec): 3 clusters
  Score: Raw -17104779.324483 + Penalty 5690.302802 = -17099089.021681
  nChanged 5
		SP:Iteration 83Q (26917.870000 sec): 3 clusters
  Score: Raw -17104780.656480 + Penalty 5690.302802 = -17099090.353678
  nChanged 4
		SP:Iteration 84Q (26918.520000 sec): 3 clusters
  Score: Raw -17104781.599069 + Penalty 5690.302802 = -17099091.296267
  nChanged 0
		SP:Iteration 85F (26919.450000 sec): 3 clusters
  Score: Raw -17104781.599069 + Penalty 5690.302802 = -17099091.296267
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26919.540000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26919.690000 sec): 3 clusters
  Score: Raw -82594.470670 + Penalty 3110.410262 = -79484.060408
  nChanged 86
		SP:Iteration 1F (26919.850000 sec): 3 clusters
  Score: Raw -82788.047038 + Penalty 3110.410262 = -79677.636776
  nChanged 38
		SP:Iteration 2F (26920.010000 sec): 3 clusters
  Score: Raw -82884.815085 + Penalty 3110.410262 = -79774.404823
  nChanged 19
		SP:Iteration 3Q (26920.170000 sec): 3 clusters
  Score: Raw -82937.779587 + Penalty 3110.410262 = -79827.369325
  nChanged 11
		SP:Iteration 4Q (26920.280000 sec): 3 clusters
  Score: Raw -82968.742531 + Penalty 3110.410262 = -79858.332269
  nChanged 9
		SP:Iteration 5Q (26920.500000 sec): 3 clusters
  Score: Raw -82997.842227 + Penalty 3110.410262 = -79887.431965
  nChanged 7
		SP:Iteration 6Q (26920.610000 sec): 3 clusters
  Score: Raw -83016.860587 + Penalty 3110.410262 = -79906.450324
  nChanged 4
		SP:Iteration 7Q (26920.750000 sec): 3 clusters
  Score: Raw -83025.724940 + Penalty 3110.410262 = -79915.314678
  nChanged 7
		SP:Iteration 8Q (26920.840000 sec): 3 clusters
  Score: Raw -83040.165480 + Penalty 3110.410262 = -79929.755217
  nChanged 1
		SP:Iteration 9Q (26921.010000 sec): 3 clusters
  Score: Raw -83043.439665 + Penalty 3110.410262 = -79933.029403
  nChanged 1
		SP:Iteration 10Q (26921.190000 sec): 3 clusters
  Score: Raw -83045.580999 + Penalty 3110.410262 = -79935.170737
  nChanged 1
		SP:Iteration 11Q (26921.360000 sec): 3 clusters
  Score: Raw -83047.993885 + Penalty 3110.410262 = -79937.583622
  nChanged 1
		SP:Iteration 12Q (26921.540000 sec): 3 clusters
  Score: Raw -83049.787780 + Penalty 3110.410262 = -79939.377517
  nChanged 0
		SP:Iteration 13F (26921.790000 sec): 3 clusters
  Score: Raw -83049.787780 + Penalty 3110.410262 = -79939.377517
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26921.880000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26922.050000 sec): 3 clusters
  Score: Raw -34366.022548 + Penalty 2645.028521 = -31720.994027
  nChanged 22
		SP:Iteration 1F (26922.250000 sec): 3 clusters
  Score: Raw -34420.416052 + Penalty 2645.028521 = -31775.387531
  nChanged 2
		SP:Iteration 2Q (26922.380000 sec): 3 clusters
  Score: Raw -34429.318343 + Penalty 2645.028521 = -31784.289822
  nChanged 2
		SP:Iteration 3Q (26922.610000 sec): 3 clusters
  Score: Raw -34433.982095 + Penalty 2645.028521 = -31788.953574
  nChanged 2
		SP:Iteration 4Q (26922.770000 sec): 3 clusters
  Score: Raw -34443.842988 + Penalty 2645.028521 = -31798.814467
  nChanged 2
		SP:Iteration 5Q (26922.910000 sec): 3 clusters
  Score: Raw -34453.249130 + Penalty 2645.028521 = -31808.220609
  nChanged 1
		SP:Iteration 6Q (26923.110000 sec): 3 clusters
  Score: Raw -34458.229726 + Penalty 2645.028521 = -31813.201204
  nChanged 1
		SP:Iteration 7Q (26923.230000 sec): 3 clusters
  Score: Raw -34459.432458 + Penalty 2645.028521 = -31814.403936
  nChanged 0
		SP:Iteration 8F (26923.350000 sec): 3 clusters
  Score: Raw -34459.432458 + Penalty 2645.028521 = -31814.403936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26923.420000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26923.600000 sec): 3 clusters
  Score: Raw -18281.462862 + Penalty 2331.438261 = -15950.024601
  nChanged 2
		SP:Iteration 1Q (26923.730000 sec): 3 clusters
  Score: Raw -18307.873070 + Penalty 2331.438261 = -15976.434808
  nChanged 0
		SP:Iteration 2F (26923.850000 sec): 3 clusters
  Score: Raw -18307.873070 + Penalty 2331.438261 = -15976.434808
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26923.920000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26924.050000 sec): 3 clusters
  Score: Raw -79068.006931 + Penalty 3061.163496 = -76006.843435
  nChanged 76
		SP:Iteration 1F (26924.180000 sec): 3 clusters
  Score: Raw -79241.165388 + Penalty 3061.163496 = -76180.001892
  nChanged 25
		SP:Iteration 2F (26924.310000 sec): 3 clusters
  Score: Raw -79292.862880 + Penalty 3061.163496 = -76231.699383
  nChanged 9
		SP:Iteration 3Q (26924.510000 sec): 3 clusters
  Score: Raw -79327.749811 + Penalty 3061.163496 = -76266.586314
  nChanged 7
		SP:Iteration 4Q (26924.670000 sec): 3 clusters
  Score: Raw -79349.880145 + Penalty 3061.163496 = -76288.716649
  nChanged 4
		SP:Iteration 5Q (26924.850000 sec): 3 clusters
  Score: Raw -79360.692737 + Penalty 3061.163496 = -76299.529241
  nChanged 2
		SP:Iteration 6Q (26924.970000 sec): 3 clusters
  Score: Raw -79365.036376 + Penalty 3061.163496 = -76303.872880
  nChanged 4
		SP:Iteration 7Q (26925.170000 sec): 3 clusters
  Score: Raw -79371.748085 + Penalty 3061.163496 = -76310.584589
  nChanged 2
		SP:Iteration 8Q (26925.350000 sec): 3 clusters
  Score: Raw -79375.947152 + Penalty 3061.163496 = -76314.783656
  nChanged 1
		SP:Iteration 9Q (26925.480000 sec): 3 clusters
  Score: Raw -79377.058769 + Penalty 3061.163496 = -76315.895273
  nChanged 0
		SP:Iteration 10F (26925.650000 sec): 3 clusters
  Score: Raw -79377.058769 + Penalty 3061.163496 = -76315.895273
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26925.720000 sec): 2 clusters
  Score: Raw -129000.292227 + Penalty 1641.778155 = -127358.514072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26925.850000 sec): 3 clusters
  Score: Raw -128902.027277 + Penalty 3283.556310 = -125618.470966
  nChanged 164
		SP:Iteration 1F (26925.980000 sec): 3 clusters
  Score: Raw -129130.651304 + Penalty 3283.556310 = -125847.094994
  nChanged 44
		SP:Iteration 2F (26926.130000 sec): 3 clusters
  Score: Raw -129211.868118 + Penalty 3283.556310 = -125928.311808
  nChanged 35
		SP:Iteration 3Q (26926.300000 sec): 3 clusters
  Score: Raw -129265.164920 + Penalty 3283.556310 = -125981.608610
  nChanged 14
		SP:Iteration 4Q (26926.450000 sec): 3 clusters
  Score: Raw -129293.596166 + Penalty 3283.556310 = -126010.039855
  nChanged 11
		SP:Iteration 5Q (26926.640000 sec): 3 clusters
  Score: Raw -129315.852828 + Penalty 3283.556310 = -126032.296517
  nChanged 9
		SP:Iteration 6Q (26926.770000 sec): 3 clusters
  Score: Raw -129330.731212 + Penalty 3283.556310 = -126047.174902
  nChanged 3
		SP:Iteration 7Q (26926.970000 sec): 3 clusters
  Score: Raw -129336.550427 + Penalty 3283.556310 = -126052.994117
  nChanged 2
		SP:Iteration 8Q (26927.160000 sec): 3 clusters
  Score: Raw -129337.903963 + Penalty 3283.556310 = -126054.347653
  nChanged 0
		SP:Iteration 9F (26927.320000 sec): 3 clusters
  Score: Raw -129337.903963 + Penalty 3283.556310 = -126054.347653
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26927.380000 sec): 2 clusters
  Score: Raw -20812.607742 + Penalty 1322.514261 = -19490.093481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26927.560000 sec): 3 clusters
  Score: Raw -21138.180059 + Penalty 2645.028521 = -18493.151537
  nChanged 26
		SP:Iteration 1F (26927.690000 sec): 3 clusters
  Score: Raw -21274.807914 + Penalty 2645.028521 = -18629.779393
  nChanged 13
		SP:Iteration 2F (26927.830000 sec): 3 clusters
  Score: Raw -21336.733654 + Penalty 2645.028521 = -18691.705132
  nChanged 2
		SP:Iteration 3Q (26927.990000 sec): 3 clusters
  Score: Raw -21360.561009 + Penalty 2645.028521 = -18715.532487
  nChanged 0
		SP:Iteration 4F (26928.120000 sec): 3 clusters
  Score: Raw -21360.561009 + Penalty 2645.028521 = -18715.532487
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26928.250000 sec): 2 clusters
  Score: Raw -135016.210674 + Penalty 1645.714746 = -133370.495928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26928.380000 sec): 3 clusters
  Score: Raw -134860.239509 + Penalty 3291.429492 = -131568.810017
  nChanged 176
		SP:Iteration 1F (26928.570000 sec): 3 clusters
  Score: Raw -135078.327555 + Penalty 3291.429492 = -131786.898064
  nChanged 48
		SP:Iteration 2F (26928.760000 sec): 3 clusters
  Score: Raw -135151.090628 + Penalty 3291.429492 = -131859.661136
  nChanged 25
		SP:Iteration 3Q (26928.940000 sec): 3 clusters
  Score: Raw -135195.405000 + Penalty 3291.429492 = -131903.975509
  nChanged 19
		SP:Iteration 4Q (26929.110000 sec): 3 clusters
  Score: Raw -135226.776941 + Penalty 3291.429492 = -131935.347449
  nChanged 16
		SP:Iteration 5Q (26929.230000 sec): 3 clusters
  Score: Raw -135250.753624 + Penalty 3291.429492 = -131959.324132
  nChanged 11
		SP:Iteration 6Q (26929.400000 sec): 3 clusters
  Score: Raw -135273.509310 + Penalty 3291.429492 = -131982.079819
  nChanged 6
		SP:Iteration 7Q (26929.590000 sec): 3 clusters
  Score: Raw -135288.441897 + Penalty 3291.429492 = -131997.012406
  nChanged 3
		SP:Iteration 8Q (26929.760000 sec): 3 clusters
  Score: Raw -135291.340643 + Penalty 3291.429492 = -131999.911151
  nChanged 0
		SP:Iteration 9F (26929.940000 sec): 3 clusters
  Score: Raw -135291.340643 + Penalty 3291.429492 = -131999.911151
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26930.030000 sec): 2 clusters
  Score: Raw -271356.206289 + Penalty 1823.881858 = -269532.324431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26930.230000 sec): 3 clusters
  Score: Raw -270885.073610 + Penalty 3647.763716 = -267237.309894
  nChanged 511
		SP:Iteration 1F (26930.390000 sec): 3 clusters
  Score: Raw -271320.593661 + Penalty 3647.763716 = -267672.829945
  nChanged 127
		SP:Iteration 2F (26930.550000 sec): 3 clusters
  Score: Raw -271464.269783 + Penalty 3647.763716 = -267816.506067
  nChanged 83
		SP:Iteration 3F (26930.680000 sec): 3 clusters
  Score: Raw -271571.725733 + Penalty 3647.763716 = -267923.962017
  nChanged 69
		SP:Iteration 4Q (26930.780000 sec): 3 clusters
  Score: Raw -271654.416313 + Penalty 3647.763716 = -268006.652597
  nChanged 55
		SP:Iteration 5Q (26930.900000 sec): 3 clusters
  Score: Raw -271721.306165 + Penalty 3647.763716 = -268073.542449
  nChanged 43
		SP:Iteration 6Q (26931.040000 sec): 3 clusters
  Score: Raw -271773.838127 + Penalty 3647.763716 = -268126.074411
  nChanged 33
		SP:Iteration 7Q (26931.160000 sec): 3 clusters
  Score: Raw -271818.642413 + Penalty 3647.763716 = -268170.878697
  nChanged 26
		SP:Iteration 8Q (26931.300000 sec): 3 clusters
  Score: Raw -271850.278211 + Penalty 3647.763716 = -268202.514495
  nChanged 22
		SP:Iteration 9Q (26931.500000 sec): 3 clusters
  Score: Raw -271875.412226 + Penalty 3647.763716 = -268227.648510
  nChanged 24
		SP:Iteration 10Q (26931.700000 sec): 3 clusters
  Score: Raw -271901.325747 + Penalty 3647.763716 = -268253.562031
  nChanged 19
		SP:Iteration 11Q (26931.850000 sec): 3 clusters
  Score: Raw -271915.705563 + Penalty 3647.763716 = -268267.941847
  nChanged 13
		SP:Iteration 12Q (26932.020000 sec): 3 clusters
  Score: Raw -271926.130668 + Penalty 3647.763716 = -268278.366952
  nChanged 7
		SP:Iteration 13Q (26932.140000 sec): 3 clusters
  Score: Raw -271931.801264 + Penalty 3647.763716 = -268284.037548
  nChanged 6
		SP:Iteration 14Q (26932.340000 sec): 3 clusters
  Score: Raw -271937.465552 + Penalty 3647.763716 = -268289.701836
  nChanged 5
		SP:Iteration 15Q (26932.550000 sec): 3 clusters
  Score: Raw -271941.945748 + Penalty 3647.763716 = -268294.182033
  nChanged 4
		SP:Iteration 16Q (26932.690000 sec): 3 clusters
  Score: Raw -271945.012219 + Penalty 3647.763716 = -268297.248503
  nChanged 3
		SP:Iteration 17Q (26932.820000 sec): 3 clusters
  Score: Raw -271947.473089 + Penalty 3647.763716 = -268299.709373
  nChanged 4
		SP:Iteration 18Q (26932.960000 sec): 3 clusters
  Score: Raw -271950.348656 + Penalty 3647.763716 = -268302.584940
  nChanged 2
		SP:Iteration 19Q (26933.200000 sec): 3 clusters
  Score: Raw -271953.471677 + Penalty 3647.763716 = -268305.707961
  nChanged 8
		SP:Iteration 20F (26933.400000 sec): 3 clusters
  Score: Raw -271961.387601 + Penalty 3647.763716 = -268313.623886
  nChanged 5
		SP:Iteration 21Q (26933.510000 sec): 3 clusters
  Score: Raw -271966.457186 + Penalty 3647.763716 = -268318.693471
  nChanged 8
		SP:Iteration 22Q (26933.680000 sec): 3 clusters
  Score: Raw -271973.281695 + Penalty 3647.763716 = -268325.517979
  nChanged 7
		SP:Iteration 23Q (26933.810000 sec): 3 clusters
  Score: Raw -271980.610071 + Penalty 3647.763716 = -268332.846355
  nChanged 2
		SP:Iteration 24Q (26933.970000 sec): 3 clusters
  Score: Raw -271982.584114 + Penalty 3647.763716 = -268334.820398
  nChanged 2
		SP:Iteration 25Q (26934.130000 sec): 3 clusters
  Score: Raw -271985.062939 + Penalty 3647.763716 = -268337.299223
  nChanged 1
		SP:Iteration 26Q (26934.320000 sec): 3 clusters
  Score: Raw -271985.899556 + Penalty 3647.763716 = -268338.135840
  nChanged 3
		SP:Iteration 27Q (26934.460000 sec): 3 clusters
  Score: Raw -271989.512967 + Penalty 3647.763716 = -268341.749251
  nChanged 2
		SP:Iteration 28Q (26934.640000 sec): 3 clusters
  Score: Raw -271991.093605 + Penalty 3647.763716 = -268343.329889
  nChanged 1
		SP:Iteration 29Q (26934.780000 sec): 3 clusters
  Score: Raw -271991.733468 + Penalty 3647.763716 = -268343.969752
  nChanged 0
		SP:Iteration 30F (26934.920000 sec): 3 clusters
  Score: Raw -271991.733468 + Penalty 3647.763716 = -268343.969752
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26935.010000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26935.180000 sec): 3 clusters
  Score: Raw -60030.491969 + Penalty 2975.472535 = -57055.019435
  nChanged 60
		SP:Iteration 1F (26935.320000 sec): 3 clusters
  Score: Raw -60200.686066 + Penalty 2975.472535 = -57225.213531
  nChanged 11
		SP:Iteration 2Q (26935.500000 sec): 3 clusters
  Score: Raw -60235.470931 + Penalty 2975.472535 = -57259.998396
  nChanged 7
		SP:Iteration 3Q (26935.600000 sec): 3 clusters
  Score: Raw -60257.675149 + Penalty 2975.472535 = -57282.202615
  nChanged 3
		SP:Iteration 4Q (26935.710000 sec): 3 clusters
  Score: Raw -60263.381902 + Penalty 2975.472535 = -57287.909367
  nChanged 1
		SP:Iteration 5Q (26935.830000 sec): 3 clusters
  Score: Raw -60265.531213 + Penalty 2975.472535 = -57290.058678
  nChanged 0
		SP:Iteration 6F (26936.000000 sec): 3 clusters
  Score: Raw -60265.531213 + Penalty 2975.472535 = -57290.058678
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26936.100000 sec): 2 clusters
  Score: Raw -187178.165765 + Penalty 1744.309608 = -185433.856157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26936.220000 sec): 3 clusters
  Score: Raw -186892.491317 + Penalty 3488.619216 = -183403.872101
  nChanged 295
		SP:Iteration 1F (26936.380000 sec): 3 clusters
  Score: Raw -187256.234456 + Penalty 3488.619216 = -183767.615239
  nChanged 85
		SP:Iteration 2F (26936.540000 sec): 3 clusters
  Score: Raw -187448.083693 + Penalty 3488.619216 = -183959.464477
  nChanged 69
		SP:Iteration 3F (26936.700000 sec): 3 clusters
  Score: Raw -187634.955820 + Penalty 3488.619216 = -184146.336604
  nChanged 61
		SP:Iteration 4F (26936.870000 sec): 3 clusters
  Score: Raw -187754.171638 + Penalty 3488.619216 = -184265.552422
  nChanged 38
		SP:Iteration 5Q (26937.030000 sec): 3 clusters
  Score: Raw -187809.653610 + Penalty 3488.619216 = -184321.034393
  nChanged 25
		SP:Iteration 6Q (26937.180000 sec): 3 clusters
  Score: Raw -187850.360946 + Penalty 3488.619216 = -184361.741730
  nChanged 19
		SP:Iteration 7Q (26937.320000 sec): 3 clusters
  Score: Raw -187886.932293 + Penalty 3488.619216 = -184398.313076
  nChanged 18
		SP:Iteration 8Q (26937.480000 sec): 3 clusters
  Score: Raw -187915.250654 + Penalty 3488.619216 = -184426.631438
  nChanged 20
		SP:Iteration 9Q (26937.640000 sec): 3 clusters
  Score: Raw -187940.167354 + Penalty 3488.619216 = -184451.548138
  nChanged 12
		SP:Iteration 10Q (26937.840000 sec): 3 clusters
  Score: Raw -187954.907193 + Penalty 3488.619216 = -184466.287977
  nChanged 9
		SP:Iteration 11Q (26938.010000 sec): 3 clusters
  Score: Raw -187970.839688 + Penalty 3488.619216 = -184482.220471
  nChanged 1
		SP:Iteration 12Q (26938.180000 sec): 3 clusters
  Score: Raw -187972.004999 + Penalty 3488.619216 = -184483.385783
  nChanged 0
		SP:Iteration 13F (26938.320000 sec): 3 clusters
  Score: Raw -187972.004999 + Penalty 3488.619216 = -184483.385783
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26939.030000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26939.850000 sec): 3 clusters
  Score: Raw -19043690.503812 + Penalty 5708.955617 = -19037981.548195
  nChanged 47175
		SP:Iteration 1F (26940.670000 sec): 3 clusters
  Score: Raw -19071158.568034 + Penalty 5708.955617 = -19065449.612417
  nChanged 3669
		SP:Iteration 2Q (26941.540000 sec): 3 clusters
  Score: Raw -19072279.054249 + Penalty 5708.955617 = -19066570.098632
  nChanged 4285
		SP:Iteration 3Q (26942.490000 sec): 3 clusters
  Score: Raw -19073958.829642 + Penalty 5708.955617 = -19068249.874024
  nChanged 5240
		SP:Iteration 4F (26943.320000 sec): 3 clusters
  Score: Raw -19076548.455998 + Penalty 5708.955617 = -19070839.500381
  nChanged 6283
		SP:Iteration 5F (26944.130000 sec): 3 clusters
  Score: Raw -19080107.740503 + Penalty 5708.955617 = -19074398.784885
  nChanged 6783
		SP:Iteration 6F (26944.980000 sec): 3 clusters
  Score: Raw -19084020.723422 + Penalty 5708.955617 = -19078311.767805
  nChanged 6443
		SP:Iteration 7F (26945.800000 sec): 3 clusters
  Score: Raw -19087561.150999 + Penalty 5708.955617 = -19081852.195382
  nChanged 5419
		SP:Iteration 8F (26946.700000 sec): 3 clusters
  Score: Raw -19090424.261594 + Penalty 5708.955617 = -19084715.305977
  nChanged 4429
		SP:Iteration 9Q (26947.790000 sec): 3 clusters
  Score: Raw -19092693.999890 + Penalty 5708.955617 = -19086985.044272
  nChanged 3596
		SP:Iteration 10Q (26948.700000 sec): 3 clusters
  Score: Raw -19094531.213227 + Penalty 5708.955617 = -19088822.257609
  nChanged 3103
		SP:Iteration 11Q (26949.580000 sec): 3 clusters
  Score: Raw -19096067.318326 + Penalty 5708.955617 = -19090358.362709
  nChanged 2744
		SP:Iteration 12Q (26950.480000 sec): 3 clusters
  Score: Raw -19097439.351536 + Penalty 5708.955617 = -19091730.395919
  nChanged 2500
		SP:Iteration 13Q (26951.330000 sec): 3 clusters
  Score: Raw -19098723.647046 + Penalty 5708.955617 = -19093014.691428
  nChanged 2276
		SP:Iteration 14Q (26952.270000 sec): 3 clusters
  Score: Raw -19099935.881620 + Penalty 5708.955617 = -19094226.926003
  nChanged 2015
		SP:Iteration 15Q (26953.230000 sec): 3 clusters
  Score: Raw -19101034.901130 + Penalty 5708.955617 = -19095325.945513
  nChanged 1838
		SP:Iteration 16Q (26954.080000 sec): 3 clusters
  Score: Raw -19102066.161804 + Penalty 5708.955617 = -19096357.206187
  nChanged 1660
		SP:Iteration 17Q (26954.890000 sec): 3 clusters
  Score: Raw -19103020.959967 + Penalty 5708.955617 = -19097312.004349
  nChanged 1486
		SP:Iteration 18Q (26955.670000 sec): 3 clusters
  Score: Raw -19103829.333108 + Penalty 5708.955617 = -19098120.377491
  nChanged 1251
		SP:Iteration 19Q (26956.460000 sec): 3 clusters
  Score: Raw -19104514.507581 + Penalty 5708.955617 = -19098805.551963
  nChanged 1138
		SP:Iteration 20F (26957.280000 sec): 3 clusters
  Score: Raw -19105176.206446 + Penalty 5708.955617 = -19099467.250829
  nChanged 1035
		SP:Iteration 21Q (26958.150000 sec): 3 clusters
  Score: Raw -19105758.306919 + Penalty 5708.955617 = -19100049.351302
  nChanged 880
		SP:Iteration 22Q (26958.970000 sec): 3 clusters
  Score: Raw -19106240.457695 + Penalty 5708.955617 = -19100531.502077
  nChanged 739
		SP:Iteration 23Q (26959.720000 sec): 3 clusters
  Score: Raw -19106644.541301 + Penalty 5708.955617 = -19100935.585684
  nChanged 627
		SP:Iteration 24Q (26960.520000 sec): 3 clusters
  Score: Raw -19106988.521593 + Penalty 5708.955617 = -19101279.565976
  nChanged 493
		SP:Iteration 25Q (26961.300000 sec): 3 clusters
  Score: Raw -19107249.115811 + Penalty 5708.955617 = -19101540.160194
  nChanged 401
		SP:Iteration 26Q (26962.110000 sec): 3 clusters
  Score: Raw -19107466.857279 + Penalty 5708.955617 = -19101757.901662
  nChanged 283
		SP:Iteration 27Q (26962.900000 sec): 3 clusters
  Score: Raw -19107618.577103 + Penalty 5708.955617 = -19101909.621485
  nChanged 234
		SP:Iteration 28Q (26963.650000 sec): 3 clusters
  Score: Raw -19107747.377784 + Penalty 5708.955617 = -19102038.422166
  nChanged 179
		SP:Iteration 29Q (26964.380000 sec): 3 clusters
  Score: Raw -19107847.548830 + Penalty 5708.955617 = -19102138.593213
  nChanged 139
		SP:Iteration 30Q (26965.010000 sec): 3 clusters
  Score: Raw -19107926.260650 + Penalty 5708.955617 = -19102217.305033
  nChanged 104
		SP:Iteration 31Q (26965.750000 sec): 3 clusters
  Score: Raw -19107987.025825 + Penalty 5708.955617 = -19102278.070207
  nChanged 88
		SP:Iteration 32Q (26966.440000 sec): 3 clusters
  Score: Raw -19108035.417024 + Penalty 5708.955617 = -19102326.461407
  nChanged 67
		SP:Iteration 33Q (26967.170000 sec): 3 clusters
  Score: Raw -19108071.353546 + Penalty 5708.955617 = -19102362.397929
  nChanged 39
		SP:Iteration 34Q (26967.900000 sec): 3 clusters
  Score: Raw -19108093.931830 + Penalty 5708.955617 = -19102384.976213
  nChanged 44
		SP:Iteration 35Q (26968.730000 sec): 3 clusters
  Score: Raw -19108119.761897 + Penalty 5708.955617 = -19102410.806279
  nChanged 44
		SP:Iteration 36Q (26969.450000 sec): 3 clusters
  Score: Raw -19108143.362629 + Penalty 5708.955617 = -19102434.407011
  nChanged 34
		SP:Iteration 37Q (26970.140000 sec): 3 clusters
  Score: Raw -19108160.895759 + Penalty 5708.955617 = -19102451.940142
  nChanged 11
		SP:Iteration 38Q (26970.880000 sec): 3 clusters
  Score: Raw -19108166.292474 + Penalty 5708.955617 = -19102457.336856
  nChanged 12
		SP:Iteration 39Q (26971.590000 sec): 3 clusters
  Score: Raw -19108170.815911 + Penalty 5708.955617 = -19102461.860294
  nChanged 8
		SP:Iteration 40F (26972.360000 sec): 3 clusters
  Score: Raw -19108174.088052 + Penalty 5708.955617 = -19102465.132435
  nChanged 6
		SP:Iteration 41Q (26973.120000 sec): 3 clusters
  Score: Raw -19108177.398289 + Penalty 5708.955617 = -19102468.442671
  nChanged 8
		SP:Iteration 42Q (26973.850000 sec): 3 clusters
  Score: Raw -19108181.439905 + Penalty 5708.955617 = -19102472.484287
  nChanged 8
		SP:Iteration 43Q (26974.560000 sec): 3 clusters
  Score: Raw -19108185.578389 + Penalty 5708.955617 = -19102476.622771
  nChanged 9
		SP:Iteration 44Q (26975.260000 sec): 3 clusters
  Score: Raw -19108189.547759 + Penalty 5708.955617 = -19102480.592142
  nChanged 11
		SP:Iteration 45Q (26976.000000 sec): 3 clusters
  Score: Raw -19108195.871638 + Penalty 5708.955617 = -19102486.916020
  nChanged 11
		SP:Iteration 46Q (26976.740000 sec): 3 clusters
  Score: Raw -19108201.009062 + Penalty 5708.955617 = -19102492.053445
  nChanged 6
		SP:Iteration 47Q (26977.400000 sec): 3 clusters
  Score: Raw -19108203.168436 + Penalty 5708.955617 = -19102494.212819
  nChanged 4
		SP:Iteration 48Q (26978.110000 sec): 3 clusters
  Score: Raw -19108204.500903 + Penalty 5708.955617 = -19102495.545285
  nChanged 5
		SP:Iteration 49Q (26978.830000 sec): 3 clusters
  Score: Raw -19108206.935919 + Penalty 5708.955617 = -19102497.980301
  nChanged 8
		SP:Iteration 50Q (26979.690000 sec): 3 clusters
  Score: Raw -19108210.731169 + Penalty 5708.955617 = -19102501.775551
  nChanged 5
		SP:Iteration 51Q (26980.530000 sec): 3 clusters
  Score: Raw -19108212.807540 + Penalty 5708.955617 = -19102503.851923
  nChanged 2
		SP:Iteration 52Q (26981.240000 sec): 3 clusters
  Score: Raw -19108213.969249 + Penalty 5708.955617 = -19102505.013632
  nChanged 2
		SP:Iteration 53Q (26982.070000 sec): 3 clusters
  Score: Raw -19108214.908617 + Penalty 5708.955617 = -19102505.952999
  nChanged 2
		SP:Iteration 54Q (26982.810000 sec): 3 clusters
  Score: Raw -19108215.681735 + Penalty 5708.955617 = -19102506.726118
  nChanged 1
		SP:Iteration 55Q (26983.620000 sec): 3 clusters
  Score: Raw -19108216.076430 + Penalty 5708.955617 = -19102507.120812
  nChanged 0
		SP:Iteration 56F (26984.560000 sec): 3 clusters
  Score: Raw -19108216.076430 + Penalty 5708.955617 = -19102507.120812
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26984.690000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26984.830000 sec): 3 clusters
  Score: Raw -50642.172247 + Penalty 2829.076107 = -47813.096140
  nChanged 36
		SP:Iteration 1F (26984.960000 sec): 3 clusters
  Score: Raw -50761.306303 + Penalty 2829.076107 = -47932.230195
  nChanged 8
		SP:Iteration 2Q (26985.060000 sec): 3 clusters
  Score: Raw -50800.698228 + Penalty 2829.076107 = -47971.622120
  nChanged 2
		SP:Iteration 3Q (26985.240000 sec): 3 clusters
  Score: Raw -50809.660885 + Penalty 2829.076107 = -47980.584778
  nChanged 2
		SP:Iteration 4Q (26985.380000 sec): 3 clusters
  Score: Raw -50817.361525 + Penalty 2829.076107 = -47988.285418
  nChanged 3
		SP:Iteration 5Q (26985.540000 sec): 3 clusters
  Score: Raw -50827.604249 + Penalty 2829.076107 = -47998.528142
  nChanged 1
		SP:Iteration 6Q (26985.720000 sec): 3 clusters
  Score: Raw -50841.793084 + Penalty 2829.076107 = -48012.716977
  nChanged 2
		SP:Iteration 7Q (26985.880000 sec): 3 clusters
  Score: Raw -50860.280660 + Penalty 2829.076107 = -48031.204552
  nChanged 1
		SP:Iteration 8Q (26986.000000 sec): 3 clusters
  Score: Raw -50864.381820 + Penalty 2829.076107 = -48035.305712
  nChanged 0
		SP:Iteration 9F (26986.200000 sec): 3 clusters
  Score: Raw -50864.381820 + Penalty 2829.076107 = -48035.305712
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26986.280000 sec): 2 clusters
  Score: Raw -27679.959611 + Penalty 1290.593658 = -26389.365953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26986.550000 sec): 3 clusters
  Score: Raw -27912.596109 + Penalty 2581.187317 = -25331.408792
  nChanged 12
		SP:Iteration 1F (26986.650000 sec): 3 clusters
  Score: Raw -27976.926183 + Penalty 2581.187317 = -25395.738866
  nChanged 2
		SP:Iteration 2Q (26986.820000 sec): 3 clusters
  Score: Raw -27987.722332 + Penalty 2581.187317 = -25406.535015
  nChanged 0
		SP:Iteration 3F (26986.990000 sec): 3 clusters
  Score: Raw -27987.722332 + Penalty 2581.187317 = -25406.535015
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26987.070000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26987.240000 sec): 3 clusters
  Score: Raw -48034.944261 + Penalty 2810.547637 = -45224.396624
  nChanged 35
		SP:Iteration 1F (26987.400000 sec): 3 clusters
  Score: Raw -48158.037172 + Penalty 2810.547637 = -45347.489534
  nChanged 10
		SP:Iteration 2Q (26987.520000 sec): 3 clusters
  Score: Raw -48192.537439 + Penalty 2810.547637 = -45381.989802
  nChanged 4
		SP:Iteration 3Q (26987.740000 sec): 3 clusters
  Score: Raw -48206.070132 + Penalty 2810.547637 = -45395.522494
  nChanged 1
		SP:Iteration 4Q (26987.840000 sec): 3 clusters
  Score: Raw -48208.468821 + Penalty 2810.547637 = -45397.921183
  nChanged 2
		SP:Iteration 5Q (26987.980000 sec): 3 clusters
  Score: Raw -48218.786592 + Penalty 2810.547637 = -45408.238955
  nChanged 1
		SP:Iteration 6Q (26988.120000 sec): 3 clusters
  Score: Raw -48223.730816 + Penalty 2810.547637 = -45413.183179
  nChanged 1
		SP:Iteration 7Q (26988.210000 sec): 3 clusters
  Score: Raw -48227.276634 + Penalty 2810.547637 = -45416.728997
  nChanged 0
		SP:Iteration 8F (26988.340000 sec): 3 clusters
  Score: Raw -48227.276634 + Penalty 2810.547637 = -45416.728997
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26988.430000 sec): 2 clusters
  Score: Raw -151410.092416 + Penalty 1691.634653 = -149718.457763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26988.600000 sec): 3 clusters
  Score: Raw -151290.419929 + Penalty 3383.269306 = -147907.150623
  nChanged 263
		SP:Iteration 1F (26988.770000 sec): 3 clusters
  Score: Raw -151841.234867 + Penalty 3383.269306 = -148457.965560
  nChanged 121
		SP:Iteration 2F (26988.920000 sec): 3 clusters
  Score: Raw -152228.234294 + Penalty 3383.269306 = -148844.964988
  nChanged 74
		SP:Iteration 3F (26989.110000 sec): 3 clusters
  Score: Raw -152480.815753 + Penalty 3383.269306 = -149097.546447
  nChanged 51
		SP:Iteration 4F (26989.310000 sec): 3 clusters
  Score: Raw -152686.665075 + Penalty 3383.269306 = -149303.395769
  nChanged 30
		SP:Iteration 5Q (26989.520000 sec): 3 clusters
  Score: Raw -152782.404891 + Penalty 3383.269306 = -149399.135584
  nChanged 22
		SP:Iteration 6Q (26989.650000 sec): 3 clusters
  Score: Raw -152838.810652 + Penalty 3383.269306 = -149455.541345
  nChanged 18
		SP:Iteration 7Q (26989.850000 sec): 3 clusters
  Score: Raw -152902.694053 + Penalty 3383.269306 = -149519.424747
  nChanged 20
		SP:Iteration 8Q (26989.980000 sec): 3 clusters
  Score: Raw -152965.715420 + Penalty 3383.269306 = -149582.446114
  nChanged 18
		SP:Iteration 9Q (26990.150000 sec): 3 clusters
  Score: Raw -153035.007440 + Penalty 3383.269306 = -149651.738134
  nChanged 17
		SP:Iteration 10Q (26990.320000 sec): 3 clusters
  Score: Raw -153075.246442 + Penalty 3383.269306 = -149691.977135
  nChanged 12
		SP:Iteration 11Q (26990.470000 sec): 3 clusters
  Score: Raw -153103.121090 + Penalty 3383.269306 = -149719.851784
  nChanged 5
		SP:Iteration 12Q (26990.650000 sec): 3 clusters
  Score: Raw -153112.414613 + Penalty 3383.269306 = -149729.145307
  nChanged 6
		SP:Iteration 13Q (26990.810000 sec): 3 clusters
  Score: Raw -153125.157563 + Penalty 3383.269306 = -149741.888256
  nChanged 4
		SP:Iteration 14Q (26990.950000 sec): 3 clusters
  Score: Raw -153132.050264 + Penalty 3383.269306 = -149748.780957
  nChanged 1
		SP:Iteration 15Q (26991.110000 sec): 3 clusters
  Score: Raw -153133.078390 + Penalty 3383.269306 = -149749.809084
  nChanged 1
		SP:Iteration 16Q (26991.260000 sec): 3 clusters
  Score: Raw -153134.204128 + Penalty 3383.269306 = -149750.934821
  nChanged 0
		SP:Iteration 17F (26991.420000 sec): 3 clusters
  Score: Raw -153134.204128 + Penalty 3383.269306 = -149750.934821
  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 3.86 GB.

 Trying to split cluster 32 (359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26991.500000 sec): 2 clusters
  Score: Raw -44063.093854 + Penalty 1459.063952 = -42604.029901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26991.660000 sec): 3 clusters
  Score: Raw -44248.670360 + Penalty 2918.127905 = -41330.542455
  nChanged 68
		SP:Iteration 1F (26991.820000 sec): 3 clusters
  Score: Raw -44400.768125 + Penalty 2918.127905 = -41482.640220
  nChanged 21
		SP:Iteration 2F (26991.980000 sec): 3 clusters
  Score: Raw -44480.994268 + Penalty 2918.127905 = -41562.866364
  nChanged 15
		SP:Iteration 3Q (26992.140000 sec): 3 clusters
  Score: Raw -44580.298229 + Penalty 2918.127905 = -41662.170324
  nChanged 10
		SP:Iteration 4Q (26992.300000 sec): 3 clusters
  Score: Raw -44623.775527 + Penalty 2918.127905 = -41705.647623
  nChanged 13
		SP:Iteration 5Q (26992.460000 sec): 3 clusters
  Score: Raw -44667.481873 + Penalty 2918.127905 = -41749.353968
  nChanged 2
		SP:Iteration 6Q (26992.620000 sec): 3 clusters
  Score: Raw -44670.082710 + Penalty 2918.127905 = -41751.954805
  nChanged 2
		SP:Iteration 7Q (26992.780000 sec): 3 clusters
  Score: Raw -44673.428523 + Penalty 2918.127905 = -41755.300618
  nChanged 1
		SP:Iteration 8Q (26992.940000 sec): 3 clusters
  Score: Raw -44674.290791 + Penalty 2918.127905 = -41756.162887
  nChanged 0
		SP:Iteration 9F (26993.150000 sec): 3 clusters
  Score: Raw -44674.290791 + Penalty 2918.127905 = -41756.162887
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26993.360000 sec): 2 clusters
  Score: Raw -2766605.016150 + Penalty 2402.747545 = -2764202.268605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26993.640000 sec): 3 clusters
  Score: Raw -2757404.176990 + Penalty 4805.495090 = -2752598.681900
  nChanged 7005
		SP:Iteration 1F (26993.940000 sec): 3 clusters
  Score: Raw -2761163.226639 + Penalty 4805.495090 = -2756357.731549
  nChanged 988
		SP:Iteration 2F (26994.240000 sec): 3 clusters
  Score: Raw -2761626.768628 + Penalty 4805.495090 = -2756821.273538
  nChanged 897
		SP:Iteration 3F (26994.570000 sec): 3 clusters
  Score: Raw -2762061.166504 + Penalty 4805.495090 = -2757255.671414
  nChanged 832
		SP:Iteration 4F (26994.830000 sec): 3 clusters
  Score: Raw -2762506.821137 + Penalty 4805.495090 = -2757701.326047
  nChanged 842
		SP:Iteration 5F (26995.110000 sec): 3 clusters
  Score: Raw -2763004.358330 + Penalty 4805.495090 = -2758198.863240
  nChanged 824
		SP:Iteration 6F (26995.390000 sec): 3 clusters
  Score: Raw -2763543.375818 + Penalty 4805.495090 = -2758737.880728
  nChanged 807
		SP:Iteration 7F (26995.710000 sec): 3 clusters
  Score: Raw -2764104.198360 + Penalty 4805.495090 = -2759298.703270
  nChanged 730
		SP:Iteration 8Q (26995.990000 sec): 3 clusters
  Score: Raw -2764583.406961 + Penalty 4805.495090 = -2759777.911871
  nChanged 658
		SP:Iteration 9Q (26996.300000 sec): 3 clusters
  Score: Raw -2765040.014244 + Penalty 4805.495090 = -2760234.519154
  nChanged 589
		SP:Iteration 10Q (26996.560000 sec): 3 clusters
  Score: Raw -2765448.751030 + Penalty 4805.495090 = -2760643.255940
  nChanged 518
		SP:Iteration 11Q (26996.900000 sec): 3 clusters
  Score: Raw -2765842.497090 + Penalty 4805.495090 = -2761037.002000
  nChanged 452
		SP:Iteration 12Q (26997.240000 sec): 3 clusters
  Score: Raw -2766220.088747 + Penalty 4805.495090 = -2761414.593657
  nChanged 346
		SP:Iteration 13Q (26997.560000 sec): 3 clusters
  Score: Raw -2766523.174616 + Penalty 4805.495090 = -2761717.679526
  nChanged 286
		SP:Iteration 14Q (26997.870000 sec): 3 clusters
  Score: Raw -2766752.477571 + Penalty 4805.495090 = -2761946.982481
  nChanged 207
		SP:Iteration 15Q (26998.140000 sec): 3 clusters
  Score: Raw -2766914.483909 + Penalty 4805.495090 = -2762108.988819
  nChanged 140
		SP:Iteration 16Q (26998.430000 sec): 3 clusters
  Score: Raw -2767030.989760 + Penalty 4805.495090 = -2762225.494670
  nChanged 104
		SP:Iteration 17Q (26998.720000 sec): 3 clusters
  Score: Raw -2767128.845174 + Penalty 4805.495090 = -2762323.350084
  nChanged 84
		SP:Iteration 18Q (26999.010000 sec): 3 clusters
  Score: Raw -2767197.265239 + Penalty 4805.495090 = -2762391.770149
  nChanged 68
		SP:Iteration 19Q (26999.310000 sec): 3 clusters
  Score: Raw -2767253.445761 + Penalty 4805.495090 = -2762447.950671
  nChanged 48
		SP:Iteration 20F (26999.590000 sec): 3 clusters
  Score: Raw -2767292.606458 + Penalty 4805.495090 = -2762487.111368
  nChanged 32
		SP:Iteration 21Q (26999.860000 sec): 3 clusters
  Score: Raw -2767315.433272 + Penalty 4805.495090 = -2762509.938182
  nChanged 32
		SP:Iteration 22Q (27000.180000 sec): 3 clusters
  Score: Raw -2767334.102474 + Penalty 4805.495090 = -2762528.607384
  nChanged 20
		SP:Iteration 23Q (27000.440000 sec): 3 clusters
  Score: Raw -2767347.829490 + Penalty 4805.495090 = -2762542.334400
  nChanged 21
		SP:Iteration 24Q (27000.730000 sec): 3 clusters
  Score: Raw -2767366.523040 + Penalty 4805.495090 = -2762561.027950
  nChanged 28
		SP:Iteration 25Q (27001.040000 sec): 3 clusters
  Score: Raw -2767386.374651 + Penalty 4805.495090 = -2762580.879561
  nChanged 16
		SP:Iteration 26Q (27001.240000 sec): 3 clusters
  Score: Raw -2767401.808121 + Penalty 4805.495090 = -2762596.313031
  nChanged 19
		SP:Iteration 27Q (27001.480000 sec): 3 clusters
  Score: Raw -2767415.751000 + Penalty 4805.495090 = -2762610.255910
  nChanged 13
		SP:Iteration 28Q (27001.760000 sec): 3 clusters
  Score: Raw -2767423.949473 + Penalty 4805.495090 = -2762618.454383
  nChanged 10
		SP:Iteration 29Q (27002.020000 sec): 3 clusters
  Score: Raw -2767430.675462 + Penalty 4805.495090 = -2762625.180372
  nChanged 6
		SP:Iteration 30Q (27002.310000 sec): 3 clusters
  Score: Raw -2767434.161435 + Penalty 4805.495090 = -2762628.666345
  nChanged 3
		SP:Iteration 31Q (27002.590000 sec): 3 clusters
  Score: Raw -2767436.590023 + Penalty 4805.495090 = -2762631.094933
  nChanged 2
		SP:Iteration 32Q (27002.890000 sec): 3 clusters
  Score: Raw -2767437.554110 + Penalty 4805.495090 = -2762632.059020
  nChanged 2
		SP:Iteration 33Q (27003.140000 sec): 3 clusters
  Score: Raw -2767439.166781 + Penalty 4805.495090 = -2762633.671691
  nChanged 4
		SP:Iteration 34Q (27003.440000 sec): 3 clusters
  Score: Raw -2767442.110479 + Penalty 4805.495090 = -2762636.615389
  nChanged 2
		SP:Iteration 35Q (27003.680000 sec): 3 clusters
  Score: Raw -2767442.513352 + Penalty 4805.495090 = -2762637.018262
  nChanged 0
		SP:Iteration 36F (27003.990000 sec): 3 clusters
  Score: Raw -2767442.513352 + Penalty 4805.495090 = -2762637.018262
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27004.120000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27004.250000 sec): 3 clusters
  Score: Raw -19090.291076 + Penalty 2690.775209 = -16399.515867
  nChanged 31
		SP:Iteration 1F (27004.410000 sec): 3 clusters
  Score: Raw -19250.644395 + Penalty 2690.775209 = -16559.869186
  nChanged 11
		SP:Iteration 2Q (27004.520000 sec): 3 clusters
  Score: Raw -19395.038827 + Penalty 2690.775209 = -16704.263619
  nChanged 11
		SP:Iteration 3Q (27004.660000 sec): 3 clusters
  Score: Raw -19485.136695 + Penalty 2690.775209 = -16794.361486
  nChanged 7
		SP:Iteration 4Q (27004.860000 sec): 3 clusters
  Score: Raw -19530.850423 + Penalty 2690.775209 = -16840.075215
  nChanged 5
		SP:Iteration 5Q (27004.950000 sec): 3 clusters
  Score: Raw -19584.835185 + Penalty 2690.775209 = -16894.059977
  nChanged 6
		SP:Iteration 6Q (27005.160000 sec): 3 clusters
  Score: Raw -19628.132621 + Penalty 2690.775209 = -16937.357413
  nChanged 1
		SP:Iteration 7Q (27005.340000 sec): 3 clusters
  Score: Raw -19650.475762 + Penalty 2690.775209 = -16959.700553
  nChanged 2
		SP:Iteration 8Q (27005.490000 sec): 3 clusters
  Score: Raw -19660.373512 + Penalty 2690.775209 = -16969.598304
  nChanged 1
		SP:Iteration 9Q (27005.660000 sec): 3 clusters
  Score: Raw -19662.908321 + Penalty 2690.775209 = -16972.133112
  nChanged 1
		SP:Iteration 10Q (27005.780000 sec): 3 clusters
  Score: Raw -19667.861728 + Penalty 2690.775209 = -16977.086520
  nChanged 1
		SP:Iteration 11Q (27005.940000 sec): 3 clusters
  Score: Raw -19669.210102 + Penalty 2690.775209 = -16978.434893
  nChanged 0
		SP:Iteration 12F (27006.090000 sec): 3 clusters
  Score: Raw -19671.345134 + Penalty 2690.775209 = -16980.569925
  nChanged 2
		SP:Iteration 13Q (27006.250000 sec): 3 clusters
  Score: Raw -19700.652529 + Penalty 2690.775209 = -17009.877321
  nChanged 0
		SP:Iteration 14F (27006.410000 sec): 3 clusters
  Score: Raw -19700.652529 + Penalty 2690.775209 = -17009.877321
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27006.490000 sec): 2 clusters
  Score: Raw -27420.386622 + Penalty 1327.260817 = -26093.125805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27006.650000 sec): 3 clusters
  Score: Raw -27757.967111 + Penalty 2654.521634 = -25103.445477
  nChanged 27
		SP:Iteration 1F (27006.810000 sec): 3 clusters
  Score: Raw -28166.584733 + Penalty 2654.521634 = -25512.063099
  nChanged 10
		SP:Iteration 2Q (27006.970000 sec): 3 clusters
  Score: Raw -28232.241013 + Penalty 2654.521634 = -25577.719379
  nChanged 7
		SP:Iteration 3Q (27007.130000 sec): 3 clusters
  Score: Raw -28271.291438 + Penalty 2654.521634 = -25616.769803
  nChanged 6
		SP:Iteration 4Q (27007.280000 sec): 3 clusters
  Score: Raw -28310.675534 + Penalty 2654.521634 = -25656.153900
  nChanged 4
		SP:Iteration 5Q (27007.490000 sec): 3 clusters
  Score: Raw -28328.575921 + Penalty 2654.521634 = -25674.054287
  nChanged 0
		SP:Iteration 6F (27007.630000 sec): 3 clusters
  Score: Raw -28328.575921 + Penalty 2654.521634 = -25674.054287
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27007.740000 sec): 2 clusters
  Score: Raw -17538.129091 + Penalty 1237.627282 = -16300.501810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27007.900000 sec): 3 clusters
  Score: Raw -17963.432144 + Penalty 2475.254563 = -15488.177581
  nChanged 14
		SP:Iteration 1F (27008.100000 sec): 3 clusters
  Score: Raw -18025.520756 + Penalty 2475.254563 = -15550.266193
  nChanged 2
		SP:Iteration 2Q (27008.250000 sec): 3 clusters
  Score: Raw -18035.574675 + Penalty 2475.254563 = -15560.320112
  nChanged 2
		SP:Iteration 3Q (27008.350000 sec): 3 clusters
  Score: Raw -18055.628741 + Penalty 2475.254563 = -15580.374178
  nChanged 1
		SP:Iteration 4Q (27008.490000 sec): 3 clusters
  Score: Raw -18059.744440 + Penalty 2475.254563 = -15584.489877
  nChanged 1
		SP:Iteration 5Q (27008.630000 sec): 3 clusters
  Score: Raw -18061.378028 + Penalty 2475.254563 = -15586.123465
  nChanged 1
		SP:Iteration 6Q (27008.770000 sec): 3 clusters
  Score: Raw -18067.380769 + Penalty 2475.254563 = -15592.126206
  nChanged 1
		SP:Iteration 7Q (27008.900000 sec): 3 clusters
  Score: Raw -18072.089962 + Penalty 2475.254563 = -15596.835399
  nChanged 0
		SP:Iteration 8F (27009.050000 sec): 3 clusters
  Score: Raw -18072.089962 + Penalty 2475.254563 = -15596.835399
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27009.090000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27009.220000 sec): 3 clusters
  Score: Raw -71990.396768 + Penalty 2992.410766 = -68997.986002
  nChanged 52
		SP:Iteration 1F (27009.360000 sec): 3 clusters
  Score: Raw -72115.739933 + Penalty 2992.410766 = -69123.329167
  nChanged 17
		SP:Iteration 2Q (27009.480000 sec): 3 clusters
  Score: Raw -72148.604570 + Penalty 2992.410766 = -69156.193804
  nChanged 5
		SP:Iteration 3Q (27009.620000 sec): 3 clusters
  Score: Raw -72168.082507 + Penalty 2992.410766 = -69175.671741
  nChanged 3
		SP:Iteration 4Q (27009.740000 sec): 3 clusters
  Score: Raw -72176.065892 + Penalty 2992.410766 = -69183.655126
  nChanged 2
		SP:Iteration 5Q (27009.920000 sec): 3 clusters
  Score: Raw -72181.974334 + Penalty 2992.410766 = -69189.563568
  nChanged 1
		SP:Iteration 6Q (27010.090000 sec): 3 clusters
  Score: Raw -72186.218381 + Penalty 2992.410766 = -69193.807615
  nChanged 3
		SP:Iteration 7Q (27010.220000 sec): 3 clusters
  Score: Raw -72193.966525 + Penalty 2992.410766 = -69201.555759
  nChanged 2
		SP:Iteration 8Q (27010.340000 sec): 3 clusters
  Score: Raw -72199.080903 + Penalty 2992.410766 = -69206.670137
  nChanged 0
		SP:Iteration 9F (27010.480000 sec): 3 clusters
  Score: Raw -72199.080903 + Penalty 2992.410766 = -69206.670137
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27010.730000 sec): 2 clusters
  Score: Raw -3700209.795761 + Penalty 2469.577983 = -3697740.217778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27011.160000 sec): 3 clusters
  Score: Raw -3687838.199357 + Penalty 4939.155966 = -3682899.043391
  nChanged 9343
		SP:Iteration 1F (27011.470000 sec): 3 clusters
  Score: Raw -3693170.309842 + Penalty 4939.155966 = -3688231.153876
  nChanged 1415
		SP:Iteration 2F (27011.880000 sec): 3 clusters
  Score: Raw -3694083.891335 + Penalty 4939.155966 = -3689144.735369
  nChanged 1454
		SP:Iteration 3F (27012.260000 sec): 3 clusters
  Score: Raw -3695036.531839 + Penalty 4939.155966 = -3690097.375873
  nChanged 1406
		SP:Iteration 4F (27012.600000 sec): 3 clusters
  Score: Raw -3695889.461659 + Penalty 4939.155966 = -3690950.305693
  nChanged 1267
		SP:Iteration 5F (27012.960000 sec): 3 clusters
  Score: Raw -3696567.364225 + Penalty 4939.155966 = -3691628.208259
  nChanged 1060
		SP:Iteration 6F (27013.270000 sec): 3 clusters
  Score: Raw -3697075.229503 + Penalty 4939.155966 = -3692136.073537
  nChanged 891
		SP:Iteration 7Q (27013.640000 sec): 3 clusters
  Score: Raw -3697429.013955 + Penalty 4939.155966 = -3692489.857989
  nChanged 718
		SP:Iteration 8Q (27014.010000 sec): 3 clusters
  Score: Raw -3697674.000778 + Penalty 4939.155966 = -3692734.844813
  nChanged 536
		SP:Iteration 9Q (27014.310000 sec): 3 clusters
  Score: Raw -3697822.133614 + Penalty 4939.155966 = -3692882.977648
  nChanged 366
		SP:Iteration 10Q (27014.620000 sec): 3 clusters
  Score: Raw -3697897.538459 + Penalty 4939.155966 = -3692958.382493
  nChanged 272
		SP:Iteration 11Q (27014.980000 sec): 3 clusters
  Score: Raw -3697948.842796 + Penalty 4939.155966 = -3693009.686830
  nChanged 227
		SP:Iteration 12Q (27015.330000 sec): 3 clusters
  Score: Raw -3697988.132280 + Penalty 4939.155966 = -3693048.976314
  nChanged 204
		SP:Iteration 13Q (27015.660000 sec): 3 clusters
  Score: Raw -3698021.156557 + Penalty 4939.155966 = -3693082.000591
  nChanged 205
		SP:Iteration 14Q (27015.980000 sec): 3 clusters
  Score: Raw -3698053.358971 + Penalty 4939.155966 = -3693114.203005
  nChanged 161
		SP:Iteration 15Q (27016.360000 sec): 3 clusters
  Score: Raw -3698078.516722 + Penalty 4939.155966 = -3693139.360756
  nChanged 147
		SP:Iteration 16Q (27016.690000 sec): 3 clusters
  Score: Raw -3698099.675021 + Penalty 4939.155966 = -3693160.519055
  nChanged 132
		SP:Iteration 17Q (27017.030000 sec): 3 clusters
  Score: Raw -3698117.124322 + Penalty 4939.155966 = -3693177.968356
  nChanged 124
		SP:Iteration 18Q (27017.390000 sec): 3 clusters
  Score: Raw -3698135.121026 + Penalty 4939.155966 = -3693195.965060
  nChanged 138
		SP:Iteration 19Q (27017.680000 sec): 3 clusters
  Score: Raw -3698152.953377 + Penalty 4939.155966 = -3693213.797411
  nChanged 114
		SP:Iteration 20F (27018.020000 sec): 3 clusters
  Score: Raw -3698166.835861 + Penalty 4939.155966 = -3693227.679895
  nChanged 91
		SP:Iteration 21Q (27018.350000 sec): 3 clusters
  Score: Raw -3698177.363900 + Penalty 4939.155966 = -3693238.207934
  nChanged 110
		SP:Iteration 22Q (27018.610000 sec): 3 clusters
  Score: Raw -3698192.314297 + Penalty 4939.155966 = -3693253.158332
  nChanged 131
		SP:Iteration 23Q (27018.960000 sec): 3 clusters
  Score: Raw -3698208.919018 + Penalty 4939.155966 = -3693269.763053
  nChanged 116
		SP:Iteration 24Q (27019.260000 sec): 3 clusters
  Score: Raw -3698223.839127 + Penalty 4939.155966 = -3693284.683161
  nChanged 114
		SP:Iteration 25Q (27019.520000 sec): 3 clusters
  Score: Raw -3698238.839566 + Penalty 4939.155966 = -3693299.683600
  nChanged 114
		SP:Iteration 26Q (27019.860000 sec): 3 clusters
  Score: Raw -3698257.080615 + Penalty 4939.155966 = -3693317.924649
  nChanged 139
		SP:Iteration 27Q (27020.170000 sec): 3 clusters
  Score: Raw -3698279.359490 + Penalty 4939.155966 = -3693340.203524
  nChanged 146
		SP:Iteration 28Q (27020.550000 sec): 3 clusters
  Score: Raw -3698304.096461 + Penalty 4939.155966 = -3693364.940495
  nChanged 169
		SP:Iteration 29Q (27020.860000 sec): 3 clusters
  Score: Raw -3698332.830899 + Penalty 4939.155966 = -3693393.674933
  nChanged 154
		SP:Iteration 30Q (27021.210000 sec): 3 clusters
  Score: Raw -3698358.106510 + Penalty 4939.155966 = -3693418.950544
  nChanged 169
		SP:Iteration 31Q (27021.550000 sec): 3 clusters
  Score: Raw -3698386.305275 + Penalty 4939.155966 = -3693447.149309
  nChanged 156
		SP:Iteration 32Q (27021.830000 sec): 3 clusters
  Score: Raw -3698413.551670 + Penalty 4939.155966 = -3693474.395704
  nChanged 174
		SP:Iteration 33Q (27022.160000 sec): 3 clusters
  Score: Raw -3698444.970171 + Penalty 4939.155966 = -3693505.814205
  nChanged 192
		SP:Iteration 34Q (27022.460000 sec): 3 clusters
  Score: Raw -3698480.709025 + Penalty 4939.155966 = -3693541.553059
  nChanged 206
		SP:Iteration 35Q (27022.780000 sec): 3 clusters
  Score: Raw -3698521.403226 + Penalty 4939.155966 = -3693582.247260
  nChanged 209
		SP:Iteration 36Q (27023.120000 sec): 3 clusters
  Score: Raw -3698562.050686 + Penalty 4939.155966 = -3693622.894720
  nChanged 198
		SP:Iteration 37Q (27023.380000 sec): 3 clusters
  Score: Raw -3698598.492971 + Penalty 4939.155966 = -3693659.337005
  nChanged 205
		SP:Iteration 38Q (27023.680000 sec): 3 clusters
  Score: Raw -3698639.205271 + Penalty 4939.155966 = -3693700.049305
  nChanged 216
		SP:Iteration 39Q (27024.040000 sec): 3 clusters
  Score: Raw -3698683.279935 + Penalty 4939.155966 = -3693744.123969
  nChanged 195
		SP:Iteration 40F (27024.350000 sec): 3 clusters
  Score: Raw -3698720.372339 + Penalty 4939.155966 = -3693781.216373
  nChanged 199
		SP:Iteration 41Q (27024.670000 sec): 3 clusters
  Score: Raw -3698759.828179 + Penalty 4939.155966 = -3693820.672213
  nChanged 195
		SP:Iteration 42Q (27024.950000 sec): 3 clusters
  Score: Raw -3698801.290393 + Penalty 4939.155966 = -3693862.134427
  nChanged 204
		SP:Iteration 43Q (27025.260000 sec): 3 clusters
  Score: Raw -3698844.587650 + Penalty 4939.155966 = -3693905.431684
  nChanged 191
		SP:Iteration 44Q (27025.550000 sec): 3 clusters
  Score: Raw -3698884.282961 + Penalty 4939.155966 = -3693945.126995
  nChanged 191
		SP:Iteration 45Q (27025.860000 sec): 3 clusters
  Score: Raw -3698924.518302 + Penalty 4939.155966 = -3693985.362336
  nChanged 198
		SP:Iteration 46Q (27026.160000 sec): 3 clusters
  Score: Raw -3698967.001576 + Penalty 4939.155966 = -3694027.845610
  nChanged 198
		SP:Iteration 47Q (27026.480000 sec): 3 clusters
  Score: Raw -3699010.910465 + Penalty 4939.155966 = -3694071.754499
  nChanged 197
		SP:Iteration 48Q (27026.760000 sec): 3 clusters
  Score: Raw -3699055.496238 + Penalty 4939.155966 = -3694116.340272
  nChanged 203
		SP:Iteration 49Q (27027.100000 sec): 3 clusters
  Score: Raw -3699103.016794 + Penalty 4939.155966 = -3694163.860828
  nChanged 213
		SP:Iteration 50Q (27027.420000 sec): 3 clusters
  Score: Raw -3699153.415629 + Penalty 4939.155966 = -3694214.259663
  nChanged 206
		SP:Iteration 51Q (27027.670000 sec): 3 clusters
  Score: Raw -3699204.029499 + Penalty 4939.155966 = -3694264.873533
  nChanged 212
		SP:Iteration 52Q (27028.000000 sec): 3 clusters
  Score: Raw -3699256.004756 + Penalty 4939.155966 = -3694316.848790
  nChanged 210
		SP:Iteration 53Q (27028.280000 sec): 3 clusters
  Score: Raw -3699306.093750 + Penalty 4939.155966 = -3694366.937784
  nChanged 212
		SP:Iteration 54Q (27028.570000 sec): 3 clusters
  Score: Raw -3699353.933342 + Penalty 4939.155966 = -3694414.777376
  nChanged 197
		SP:Iteration 55Q (27028.860000 sec): 3 clusters
  Score: Raw -3699404.383167 + Penalty 4939.155966 = -3694465.227201
  nChanged 194
		SP:Iteration 56Q (27029.170000 sec): 3 clusters
  Score: Raw -3699456.606817 + Penalty 4939.155966 = -3694517.450851
  nChanged 212
		SP:Iteration 57Q (27029.480000 sec): 3 clusters
  Score: Raw -3699515.626625 + Penalty 4939.155966 = -3694576.470659
  nChanged 214
		SP:Iteration 58Q (27029.770000 sec): 3 clusters
  Score: Raw -3699581.904404 + Penalty 4939.155966 = -3694642.748438
  nChanged 227
		SP:Iteration 59Q (27030.070000 sec): 3 clusters
  Score: Raw -3699659.373513 + Penalty 4939.155966 = -3694720.217547
  nChanged 250
		SP:Iteration 60F (27030.320000 sec): 3 clusters
  Score: Raw -3699747.985179 + Penalty 4939.155966 = -3694808.829213
  nChanged 231
		SP:Iteration 61Q (27030.620000 sec): 3 clusters
  Score: Raw -3699827.669833 + Penalty 4939.155966 = -3694888.513867
  nChanged 213
		SP:Iteration 62Q (27030.840000 sec): 3 clusters
  Score: Raw -3699900.365094 + Penalty 4939.155966 = -3694961.209128
  nChanged 222
		SP:Iteration 63Q (27031.150000 sec): 3 clusters
  Score: Raw -3699971.168205 + Penalty 4939.155966 = -3695032.012239
  nChanged 209
		SP:Iteration 64Q (27031.460000 sec): 3 clusters
  Score: Raw -3700041.488882 + Penalty 4939.155966 = -3695102.332916
  nChanged 189
		SP:Iteration 65Q (27031.740000 sec): 3 clusters
  Score: Raw -3700108.509086 + Penalty 4939.155966 = -3695169.353120
  nChanged 190
		SP:Iteration 66Q (27032.010000 sec): 3 clusters
  Score: Raw -3700172.566188 + Penalty 4939.155966 = -3695233.410222
  nChanged 189
		SP:Iteration 67Q (27032.290000 sec): 3 clusters
  Score: Raw -3700240.622612 + Penalty 4939.155966 = -3695301.466646
  nChanged 152
		SP:Iteration 68Q (27032.560000 sec): 3 clusters
  Score: Raw -3700286.224281 + Penalty 4939.155966 = -3695347.068315
  nChanged 128
		SP:Iteration 69Q (27032.840000 sec): 3 clusters
  Score: Raw -3700320.002681 + Penalty 4939.155966 = -3695380.846716
  nChanged 108
		SP:Iteration 70Q (27033.100000 sec): 3 clusters
  Score: Raw -3700350.591449 + Penalty 4939.155966 = -3695411.435483
  nChanged 88
		SP:Iteration 71Q (27033.410000 sec): 3 clusters
  Score: Raw -3700374.574339 + Penalty 4939.155966 = -3695435.418373
  nChanged 84
		SP:Iteration 72Q (27033.680000 sec): 3 clusters
  Score: Raw -3700394.812295 + Penalty 4939.155966 = -3695455.656329
  nChanged 60
		SP:Iteration 73Q (27034.040000 sec): 3 clusters
  Score: Raw -3700409.069018 + Penalty 4939.155966 = -3695469.913052
  nChanged 55
		SP:Iteration 74Q (27034.270000 sec): 3 clusters
  Score: Raw -3700424.598328 + Penalty 4939.155966 = -3695485.442362
  nChanged 59
		SP:Iteration 75Q (27034.580000 sec): 3 clusters
  Score: Raw -3700440.706976 + Penalty 4939.155966 = -3695501.551010
  nChanged 55
		SP:Iteration 76Q (27034.880000 sec): 3 clusters
  Score: Raw -3700456.322240 + Penalty 4939.155966 = -3695517.166274
  nChanged 62
		SP:Iteration 77Q (27035.190000 sec): 3 clusters
  Score: Raw -3700473.652694 + Penalty 4939.155966 = -3695534.496728
  nChanged 58
		SP:Iteration 78Q (27035.520000 sec): 3 clusters
  Score: Raw -3700491.804136 + Penalty 4939.155966 = -3695552.648170
  nChanged 66
		SP:Iteration 79Q (27035.870000 sec): 3 clusters
  Score: Raw -3700514.035734 + Penalty 4939.155966 = -3695574.879768
  nChanged 73
		SP:Iteration 80F (27036.190000 sec): 3 clusters
  Score: Raw -3700537.257812 + Penalty 4939.155966 = -3695598.101846
  nChanged 63
		SP:Iteration 81Q (27036.490000 sec): 3 clusters
  Score: Raw -3700559.462178 + Penalty 4939.155966 = -3695620.306212
  nChanged 55
		SP:Iteration 82Q (27036.860000 sec): 3 clusters
  Score: Raw -3700575.885882 + Penalty 4939.155966 = -3695636.729916
  nChanged 61
		SP:Iteration 83Q (27037.130000 sec): 3 clusters
  Score: Raw -3700595.186633 + Penalty 4939.155966 = -3695656.030667
  nChanged 67
		SP:Iteration 84Q (27037.460000 sec): 3 clusters
  Score: Raw -3700617.574451 + Penalty 4939.155966 = -3695678.418485
  nChanged 63
		SP:Iteration 85Q (27037.760000 sec): 3 clusters
  Score: Raw -3700639.737413 + Penalty 4939.155966 = -3695700.581447
  nChanged 55
		SP:Iteration 86Q (27038.060000 sec): 3 clusters
  Score: Raw -3700657.422196 + Penalty 4939.155966 = -3695718.266230
  nChanged 46
		SP:Iteration 87Q (27038.310000 sec): 3 clusters
  Score: Raw -3700670.225733 + Penalty 4939.155966 = -3695731.069767
  nChanged 40
		SP:Iteration 88Q (27038.620000 sec): 3 clusters
  Score: Raw -3700681.142459 + Penalty 4939.155966 = -3695741.986493
  nChanged 22
		SP:Iteration 89Q (27038.930000 sec): 3 clusters
  Score: Raw -3700687.861638 + Penalty 4939.155966 = -3695748.705672
  nChanged 26
		SP:Iteration 90Q (27039.230000 sec): 3 clusters
  Score: Raw -3700696.249101 + Penalty 4939.155966 = -3695757.093135
  nChanged 28
		SP:Iteration 91Q (27039.500000 sec): 3 clusters
  Score: Raw -3700704.113707 + Penalty 4939.155966 = -3695764.957741
  nChanged 22
		SP:Iteration 92Q (27039.820000 sec): 3 clusters
  Score: Raw -3700709.291191 + Penalty 4939.155966 = -3695770.135225
  nChanged 13
		SP:Iteration 93Q (27040.080000 sec): 3 clusters
  Score: Raw -3700712.980097 + Penalty 4939.155966 = -3695773.824131
  nChanged 20
		SP:Iteration 94Q (27040.360000 sec): 3 clusters
  Score: Raw -3700718.740169 + Penalty 4939.155966 = -3695779.584203
  nChanged 23
		SP:Iteration 95Q (27040.680000 sec): 3 clusters
  Score: Raw -3700727.085470 + Penalty 4939.155966 = -3695787.929504
  nChanged 28
		SP:Iteration 96Q (27040.920000 sec): 3 clusters
  Score: Raw -3700737.697420 + Penalty 4939.155966 = -3695798.541454
  nChanged 27
		SP:Iteration 97Q (27041.240000 sec): 3 clusters
  Score: Raw -3700746.232633 + Penalty 4939.155966 = -3695807.076667
  nChanged 19
		SP:Iteration 98Q (27041.540000 sec): 3 clusters
  Score: Raw -3700750.931558 + Penalty 4939.155966 = -3695811.775592
  nChanged 14
		SP:Iteration 99Q (27041.910000 sec): 3 clusters
  Score: Raw -3700753.630673 + Penalty 4939.155966 = -3695814.474707
  nChanged 9
		SP:Iteration 100F (27042.210000 sec): 3 clusters
  Score: Raw -3700755.590138 + Penalty 4939.155966 = -3695816.434172
  nChanged 4
		SP:Iteration 101Q (27042.550000 sec): 3 clusters
  Score: Raw -3700756.597502 + Penalty 4939.155966 = -3695817.441536
  nChanged 2
		SP:Iteration 102Q (27042.810000 sec): 3 clusters
  Score: Raw -3700757.203373 + Penalty 4939.155966 = -3695818.047407
  nChanged 6
		SP:Iteration 103Q (27043.160000 sec): 3 clusters
  Score: Raw -3700758.507948 + Penalty 4939.155966 = -3695819.351982
  nChanged 7
		SP:Iteration 104Q (27043.420000 sec): 3 clusters
  Score: Raw -3700759.509632 + Penalty 4939.155966 = -3695820.353666
  nChanged 3
		SP:Iteration 105Q (27043.800000 sec): 3 clusters
  Score: Raw -3700759.925804 + Penalty 4939.155966 = -3695820.769838
  nChanged 1
		SP:Iteration 106Q (27044.040000 sec): 3 clusters
  Score: Raw -3700760.022371 + Penalty 4939.155966 = -3695820.866405
  nChanged 0
		SP:Iteration 107F (27044.360000 sec): 3 clusters
  Score: Raw -3700760.022371 + Penalty 4939.155966 = -3695820.866405
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27044.410000 sec): 2 clusters
  Score: Raw -42216.275861 + Penalty 1396.540522 = -40819.735339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27044.550000 sec): 3 clusters
  Score: Raw -42447.419565 + Penalty 2793.081044 = -39654.338521
  nChanged 38
		SP:Iteration 1F (27044.700000 sec): 3 clusters
  Score: Raw -42642.920340 + Penalty 2793.081044 = -39849.839296
  nChanged 9
		SP:Iteration 2Q (27044.920000 sec): 3 clusters
  Score: Raw -42703.395204 + Penalty 2793.081044 = -39910.314160
  nChanged 3
		SP:Iteration 3Q (27045.070000 sec): 3 clusters
  Score: Raw -42714.144296 + Penalty 2793.081044 = -39921.063252
  nChanged 1
		SP:Iteration 4Q (27045.240000 sec): 3 clusters
  Score: Raw -42720.019469 + Penalty 2793.081044 = -39926.938425
  nChanged 3
		SP:Iteration 5Q (27045.430000 sec): 3 clusters
  Score: Raw -42742.924026 + Penalty 2793.081044 = -39949.842982
  nChanged 2
		SP:Iteration 6Q (27045.570000 sec): 3 clusters
  Score: Raw -42754.733026 + Penalty 2793.081044 = -39961.651982
  nChanged 2
		SP:Iteration 7Q (27045.720000 sec): 3 clusters
  Score: Raw -42761.500985 + Penalty 2793.081044 = -39968.419941
  nChanged 0
		SP:Iteration 8F (27045.830000 sec): 3 clusters
  Score: Raw -42761.500985 + Penalty 2793.081044 = -39968.419941
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27045.900000 sec): 2 clusters
  Score: Raw -110339.175228 + Penalty 1599.716665 = -108739.458563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27046.120000 sec): 3 clusters
  Score: Raw -110299.468722 + Penalty 3199.433329 = -107100.035393
  nChanged 135
		SP:Iteration 1F (27046.220000 sec): 3 clusters
  Score: Raw -110499.066051 + Penalty 3199.433329 = -107299.632722
  nChanged 38
		SP:Iteration 2F (27046.380000 sec): 3 clusters
  Score: Raw -110570.964146 + Penalty 3199.433329 = -107371.530817
  nChanged 23
		SP:Iteration 3Q (27046.540000 sec): 3 clusters
  Score: Raw -110630.203877 + Penalty 3199.433329 = -107430.770548
  nChanged 16
		SP:Iteration 4Q (27046.740000 sec): 3 clusters
  Score: Raw -110680.318657 + Penalty 3199.433329 = -107480.885327
  nChanged 10
		SP:Iteration 5Q (27046.870000 sec): 3 clusters
  Score: Raw -110698.164319 + Penalty 3199.433329 = -107498.730989
  nChanged 2
		SP:Iteration 6Q (27047.050000 sec): 3 clusters
  Score: Raw -110702.183420 + Penalty 3199.433329 = -107502.750091
  nChanged 2
		SP:Iteration 7Q (27047.090000 sec): 3 clusters
  Score: Raw -110706.851338 + Penalty 3199.433329 = -107507.418008
  nChanged 3
		SP:Iteration 8Q (27047.140000 sec): 3 clusters
  Score: Raw -110713.036324 + Penalty 3199.433329 = -107513.602995
  nChanged 3
		SP:Iteration 9Q (27047.160000 sec): 3 clusters
  Score: Raw -110717.718959 + Penalty 3199.433329 = -107518.285630
  nChanged 2
		SP:Iteration 10Q (27047.180000 sec): 3 clusters
  Score: Raw -110721.466706 + Penalty 3199.433329 = -107522.033377
  nChanged 2
		SP:Iteration 11Q (27047.200000 sec): 3 clusters
  Score: Raw -110724.481628 + Penalty 3199.433329 = -107525.048299
  nChanged 0
		SP:Iteration 12F (27047.300000 sec): 3 clusters
  Score: Raw -110724.481628 + Penalty 3199.433329 = -107525.048299
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27047.380000 sec): 2 clusters
  Score: Raw -69888.756865 + Penalty 1575.883770 = -68312.873095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27047.540000 sec): 3 clusters
  Score: Raw -69970.190080 + Penalty 3151.767540 = -66818.422540
  nChanged 123
		SP:Iteration 1F (27047.710000 sec): 3 clusters
  Score: Raw -70197.565037 + Penalty 3151.767540 = -67045.797496
  nChanged 51
		SP:Iteration 2F (27047.890000 sec): 3 clusters
  Score: Raw -70368.116028 + Penalty 3151.767540 = -67216.348488
  nChanged 43
		SP:Iteration 3F (27048.040000 sec): 3 clusters
  Score: Raw -70503.777897 + Penalty 3151.767540 = -67352.010357
  nChanged 22
		SP:Iteration 4Q (27048.190000 sec): 3 clusters
  Score: Raw -70595.309342 + Penalty 3151.767540 = -67443.541801
  nChanged 17
		SP:Iteration 5Q (27048.370000 sec): 3 clusters
  Score: Raw -70679.664171 + Penalty 3151.767540 = -67527.896630
  nChanged 20
		SP:Iteration 6Q (27048.500000 sec): 3 clusters
  Score: Raw -70733.078223 + Penalty 3151.767540 = -67581.310683
  nChanged 7
		SP:Iteration 7Q (27048.650000 sec): 3 clusters
  Score: Raw -70769.544265 + Penalty 3151.767540 = -67617.776725
  nChanged 6
		SP:Iteration 8Q (27048.880000 sec): 3 clusters
  Score: Raw -70799.540353 + Penalty 3151.767540 = -67647.772813
  nChanged 6
		SP:Iteration 9Q (27049.000000 sec): 3 clusters
  Score: Raw -70821.581600 + Penalty 3151.767540 = -67669.814060
  nChanged 4
		SP:Iteration 10Q (27049.170000 sec): 3 clusters
  Score: Raw -70852.394759 + Penalty 3151.767540 = -67700.627218
  nChanged 2
		SP:Iteration 11Q (27049.350000 sec): 3 clusters
  Score: Raw -70862.520557 + Penalty 3151.767540 = -67710.753017
  nChanged 3
		SP:Iteration 12Q (27049.510000 sec): 3 clusters
  Score: Raw -70866.397875 + Penalty 3151.767540 = -67714.630335
  nChanged 0
		SP:Iteration 13F (27049.700000 sec): 3 clusters
  Score: Raw -70866.397875 + Penalty 3151.767540 = -67714.630335
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27049.790000 sec): 2 clusters
  Score: Raw -29094.900373 + Penalty 1313.982707 = -27780.917666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27049.960000 sec): 3 clusters
  Score: Raw -29306.913833 + Penalty 2627.965414 = -26678.948419
  nChanged 16
		SP:Iteration 1F (27050.110000 sec): 3 clusters
  Score: Raw -29384.948569 + Penalty 2627.965414 = -26756.983155
  nChanged 3
		SP:Iteration 2Q (27050.260000 sec): 3 clusters
  Score: Raw -29420.143873 + Penalty 2627.965414 = -26792.178459
  nChanged 1
		SP:Iteration 3Q (27050.410000 sec): 3 clusters
  Score: Raw -29426.451678 + Penalty 2627.965414 = -26798.486264
  nChanged 1
		SP:Iteration 4Q (27050.530000 sec): 3 clusters
  Score: Raw -29433.265417 + Penalty 2627.965414 = -26805.300004
  nChanged 0
		SP:Iteration 5F (27050.700000 sec): 3 clusters
  Score: Raw -29433.265417 + Penalty 2627.965414 = -26805.300004
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (1582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27050.800000 sec): 2 clusters
  Score: Raw -255397.001551 + Penalty 1826.878397 = -253570.123155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27050.940000 sec): 3 clusters
  Score: Raw -254910.965227 + Penalty 3653.756794 = -251257.208434
  nChanged 500
		SP:Iteration 1F (27051.090000 sec): 3 clusters
  Score: Raw -255535.091878 + Penalty 3653.756794 = -251881.335084
  nChanged 144
		SP:Iteration 2F (27051.250000 sec): 3 clusters
  Score: Raw -255748.547316 + Penalty 3653.756794 = -252094.790522
  nChanged 98
		SP:Iteration 3F (27051.420000 sec): 3 clusters
  Score: Raw -255914.857445 + Penalty 3653.756794 = -252261.100651
  nChanged 65
		SP:Iteration 4Q (27051.550000 sec): 3 clusters
  Score: Raw -256078.328633 + Penalty 3653.756794 = -252424.571840
  nChanged 61
		SP:Iteration 5Q (27051.740000 sec): 3 clusters
  Score: Raw -256202.047205 + Penalty 3653.756794 = -252548.290412
  nChanged 45
		SP:Iteration 6Q (27051.900000 sec): 3 clusters
  Score: Raw -256264.105219 + Penalty 3653.756794 = -252610.348426
  nChanged 51
		SP:Iteration 7Q (27052.080000 sec): 3 clusters
  Score: Raw -256332.735081 + Penalty 3653.756794 = -252678.978288
  nChanged 35
		SP:Iteration 8Q (27052.210000 sec): 3 clusters
  Score: Raw -256382.202609 + Penalty 3653.756794 = -252728.445816
  nChanged 36
		SP:Iteration 9Q (27052.430000 sec): 3 clusters
  Score: Raw -256432.942757 + Penalty 3653.756794 = -252779.185963
  nChanged 34
		SP:Iteration 10Q (27052.540000 sec): 3 clusters
  Score: Raw -256492.680546 + Penalty 3653.756794 = -252838.923752
  nChanged 32
		SP:Iteration 11Q (27052.700000 sec): 3 clusters
  Score: Raw -256551.847022 + Penalty 3653.756794 = -252898.090228
  nChanged 32
		SP:Iteration 12Q (27052.860000 sec): 3 clusters
  Score: Raw -256604.260432 + Penalty 3653.756794 = -252950.503638
  nChanged 25
		SP:Iteration 13Q (27053.050000 sec): 3 clusters
  Score: Raw -256658.999570 + Penalty 3653.756794 = -253005.242776
  nChanged 26
		SP:Iteration 14Q (27053.240000 sec): 3 clusters
  Score: Raw -256697.863281 + Penalty 3653.756794 = -253044.106487
  nChanged 29
		SP:Iteration 15Q (27053.380000 sec): 3 clusters
  Score: Raw -256735.047746 + Penalty 3653.756794 = -253081.290953
  nChanged 26
		SP:Iteration 16Q (27053.520000 sec): 3 clusters
  Score: Raw -256772.238757 + Penalty 3653.756794 = -253118.481964
  nChanged 29
		SP:Iteration 17Q (27053.730000 sec): 3 clusters
  Score: Raw -256823.346198 + Penalty 3653.756794 = -253169.589404
  nChanged 27
		SP:Iteration 18Q (27053.870000 sec): 3 clusters
  Score: Raw -256863.563927 + Penalty 3653.756794 = -253209.807134
  nChanged 25
		SP:Iteration 19Q (27053.990000 sec): 3 clusters
  Score: Raw -256892.084669 + Penalty 3653.756794 = -253238.327876
  nChanged 20
		SP:Iteration 20F (27054.090000 sec): 3 clusters
  Score: Raw -256919.749289 + Penalty 3653.756794 = -253265.992496
  nChanged 19
		SP:Iteration 21Q (27054.230000 sec): 3 clusters
  Score: Raw -256949.033582 + Penalty 3653.756794 = -253295.276788
  nChanged 19
		SP:Iteration 22Q (27054.380000 sec): 3 clusters
  Score: Raw -256990.885844 + Penalty 3653.756794 = -253337.129051
  nChanged 20
		SP:Iteration 23Q (27054.530000 sec): 3 clusters
  Score: Raw -257053.488395 + Penalty 3653.756794 = -253399.731602
  nChanged 30
		SP:Iteration 24Q (27054.720000 sec): 3 clusters
  Score: Raw -257131.393011 + Penalty 3653.756794 = -253477.636218
  nChanged 25
		SP:Iteration 25Q (27054.930000 sec): 3 clusters
  Score: Raw -257200.404070 + Penalty 3653.756794 = -253546.647277
  nChanged 18
		SP:Iteration 26Q (27055.070000 sec): 3 clusters
  Score: Raw -257236.074173 + Penalty 3653.756794 = -253582.317380
  nChanged 8
		SP:Iteration 27Q (27055.210000 sec): 3 clusters
  Score: Raw -257242.750507 + Penalty 3653.756794 = -253588.993713
  nChanged 4
		SP:Iteration 28Q (27055.370000 sec): 3 clusters
  Score: Raw -257246.220065 + Penalty 3653.756794 = -253592.463272
  nChanged 3
		SP:Iteration 29Q (27055.530000 sec): 3 clusters
  Score: Raw -257249.006407 + Penalty 3653.756794 = -253595.249614
  nChanged 2
		SP:Iteration 30Q (27055.690000 sec): 3 clusters
  Score: Raw -257251.911327 + Penalty 3653.756794 = -253598.154534
  nChanged 1
		SP:Iteration 31Q (27055.810000 sec): 3 clusters
  Score: Raw -257253.673589 + Penalty 3653.756794 = -253599.916795
  nChanged 0
		SP:Iteration 32F (27055.960000 sec): 3 clusters
  Score: Raw -257253.673589 + Penalty 3653.756794 = -253599.916795
  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 3.86 GB.

 Trying to split cluster 44 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27056.030000 sec): 2 clusters
  Score: Raw -163332.863172 + Penalty 1705.569426 = -161627.293746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27056.170000 sec): 3 clusters
  Score: Raw -163157.409035 + Penalty 3411.138851 = -159746.270183
  nChanged 241
		SP:Iteration 1F (27056.310000 sec): 3 clusters
  Score: Raw -163497.342501 + Penalty 3411.138851 = -160086.203650
  nChanged 66
		SP:Iteration 2F (27056.450000 sec): 3 clusters
  Score: Raw -163614.751305 + Penalty 3411.138851 = -160203.612454
  nChanged 43
		SP:Iteration 3Q (27056.620000 sec): 3 clusters
  Score: Raw -163686.304988 + Penalty 3411.138851 = -160275.166137
  nChanged 32
		SP:Iteration 4Q (27056.760000 sec): 3 clusters
  Score: Raw -163736.014306 + Penalty 3411.138851 = -160324.875454
  nChanged 28
		SP:Iteration 5Q (27056.920000 sec): 3 clusters
  Score: Raw -163780.578607 + Penalty 3411.138851 = -160369.439756
  nChanged 20
		SP:Iteration 6Q (27057.100000 sec): 3 clusters
  Score: Raw -163807.488381 + Penalty 3411.138851 = -160396.349530
  nChanged 14
		SP:Iteration 7Q (27057.200000 sec): 3 clusters
  Score: Raw -163826.820957 + Penalty 3411.138851 = -160415.682105
  nChanged 8
		SP:Iteration 8Q (27057.290000 sec): 3 clusters
  Score: Raw -163838.212970 + Penalty 3411.138851 = -160427.074119
  nChanged 8
		SP:Iteration 9Q (27057.430000 sec): 3 clusters
  Score: Raw -163850.903772 + Penalty 3411.138851 = -160439.764920
  nChanged 5
		SP:Iteration 10Q (27057.580000 sec): 3 clusters
  Score: Raw -163855.090560 + Penalty 3411.138851 = -160443.951709
  nChanged 3
		SP:Iteration 11Q (27057.720000 sec): 3 clusters
  Score: Raw -163857.392983 + Penalty 3411.138851 = -160446.254131
  nChanged 1
		SP:Iteration 12Q (27057.870000 sec): 3 clusters
  Score: Raw -163858.684934 + Penalty 3411.138851 = -160447.546083
  nChanged 0
		SP:Iteration 13F (27057.990000 sec): 3 clusters
  Score: Raw -163858.684934 + Penalty 3411.138851 = -160447.546083
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27058.090000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27058.220000 sec): 3 clusters
  Score: Raw -76342.543685 + Penalty 3063.230166 = -73279.313519
  nChanged 83
		SP:Iteration 1F (27058.330000 sec): 3 clusters
  Score: Raw -76514.406217 + Penalty 3063.230166 = -73451.176051
  nChanged 23
		SP:Iteration 2Q (27058.480000 sec): 3 clusters
  Score: Raw -76573.945954 + Penalty 3063.230166 = -73510.715788
  nChanged 12
		SP:Iteration 3Q (27058.630000 sec): 3 clusters
  Score: Raw -76608.589276 + Penalty 3063.230166 = -73545.359110
  nChanged 8
		SP:Iteration 4Q (27058.720000 sec): 3 clusters
  Score: Raw -76645.422364 + Penalty 3063.230166 = -73582.192198
  nChanged 12
		SP:Iteration 5Q (27058.840000 sec): 3 clusters
  Score: Raw -76700.548877 + Penalty 3063.230166 = -73637.318711
  nChanged 11
		SP:Iteration 6Q (27059.000000 sec): 3 clusters
  Score: Raw -76762.990761 + Penalty 3063.230166 = -73699.760595
  nChanged 9
		SP:Iteration 7Q (27059.120000 sec): 3 clusters
  Score: Raw -76794.699325 + Penalty 3063.230166 = -73731.469159
  nChanged 4
		SP:Iteration 8Q (27059.220000 sec): 3 clusters
  Score: Raw -76818.374125 + Penalty 3063.230166 = -73755.143959
  nChanged 3
		SP:Iteration 9Q (27059.320000 sec): 3 clusters
  Score: Raw -76823.749633 + Penalty 3063.230166 = -73760.519467
  nChanged 2
		SP:Iteration 10Q (27059.420000 sec): 3 clusters
  Score: Raw -76828.729398 + Penalty 3063.230166 = -73765.499232
  nChanged 0
		SP:Iteration 11F (27059.530000 sec): 3 clusters
  Score: Raw -76828.729398 + Penalty 3063.230166 = -73765.499232
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27059.600000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27059.700000 sec): 3 clusters
  Score: Raw -38370.633782 + Penalty 2736.656637 = -35633.977146
  nChanged 16
		SP:Iteration 1F (27059.800000 sec): 3 clusters
  Score: Raw -38434.150028 + Penalty 2736.656637 = -35697.493391
  nChanged 4
		SP:Iteration 2Q (27059.930000 sec): 3 clusters
  Score: Raw -38447.430762 + Penalty 2736.656637 = -35710.774126
  nChanged 2
		SP:Iteration 3Q (27060.080000 sec): 3 clusters
  Score: Raw -38455.399643 + Penalty 2736.656637 = -35718.743006
  nChanged 1
		SP:Iteration 4Q (27060.220000 sec): 3 clusters
  Score: Raw -38461.732292 + Penalty 2736.656637 = -35725.075656
  nChanged 1
		SP:Iteration 5Q (27060.350000 sec): 3 clusters
  Score: Raw -38465.550724 + Penalty 2736.656637 = -35728.894087
  nChanged 0
		SP:Iteration 6F (27060.490000 sec): 3 clusters
  Score: Raw -38465.550724 + Penalty 2736.656637 = -35728.894087
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27060.530000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27060.670000 sec): 3 clusters
  Score: Raw -39893.859596 + Penalty 2769.414169 = -37124.445426
  nChanged 32
		SP:Iteration 1F (27060.850000 sec): 3 clusters
  Score: Raw -40017.307068 + Penalty 2769.414169 = -37247.892899
  nChanged 6
		SP:Iteration 2Q (27061.000000 sec): 3 clusters
  Score: Raw -40045.464311 + Penalty 2769.414169 = -37276.050142
  nChanged 2
		SP:Iteration 3Q (27061.130000 sec): 3 clusters
  Score: Raw -40051.506639 + Penalty 2769.414169 = -37282.092470
  nChanged 0
		SP:Iteration 4F (27061.210000 sec): 3 clusters
  Score: Raw -40051.506639 + Penalty 2769.414169 = -37282.092470
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27061.310000 sec): 2 clusters
  Score: Raw -398993.247695 + Penalty 1930.858782 = -397062.388913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27061.510000 sec): 3 clusters
  Score: Raw -398039.229194 + Penalty 3861.717565 = -394177.511629
  nChanged 827
		SP:Iteration 1F (27061.680000 sec): 3 clusters
  Score: Raw -398703.010489 + Penalty 3861.717565 = -394841.292924
  nChanged 195
		SP:Iteration 2F (27061.840000 sec): 3 clusters
  Score: Raw -398880.168118 + Penalty 3861.717565 = -395018.450553
  nChanged 123
		SP:Iteration 3F (27061.990000 sec): 3 clusters
  Score: Raw -399011.514773 + Penalty 3861.717565 = -395149.797208
  nChanged 98
		SP:Iteration 4Q (27062.190000 sec): 3 clusters
  Score: Raw -399115.698256 + Penalty 3861.717565 = -395253.980691
  nChanged 91
		SP:Iteration 5Q (27062.330000 sec): 3 clusters
  Score: Raw -399230.874535 + Penalty 3861.717565 = -395369.156970
  nChanged 88
		SP:Iteration 6Q (27062.470000 sec): 3 clusters
  Score: Raw -399338.609459 + Penalty 3861.717565 = -395476.891894
  nChanged 92
		SP:Iteration 7Q (27062.660000 sec): 3 clusters
  Score: Raw -399456.344804 + Penalty 3861.717565 = -395594.627240
  nChanged 98
		SP:Iteration 8Q (27062.800000 sec): 3 clusters
  Score: Raw -399618.625141 + Penalty 3861.717565 = -395756.907577
  nChanged 97
		SP:Iteration 9Q (27062.940000 sec): 3 clusters
  Score: Raw -399756.576894 + Penalty 3861.717565 = -395894.859329
  nChanged 95
		SP:Iteration 10Q (27063.040000 sec): 3 clusters
  Score: Raw -399897.951413 + Penalty 3861.717565 = -396036.233849
  nChanged 76
		SP:Iteration 11Q (27063.130000 sec): 3 clusters
  Score: Raw -400007.644735 + Penalty 3861.717565 = -396145.927170
  nChanged 65
		SP:Iteration 12Q (27063.220000 sec): 3 clusters
  Score: Raw -400084.783061 + Penalty 3861.717565 = -396223.065496
  nChanged 61
		SP:Iteration 13Q (27063.310000 sec): 3 clusters
  Score: Raw -400156.065754 + Penalty 3861.717565 = -396294.348189
  nChanged 39
		SP:Iteration 14Q (27063.460000 sec): 3 clusters
  Score: Raw -400194.844182 + Penalty 3861.717565 = -396333.126617
  nChanged 31
		SP:Iteration 15Q (27063.600000 sec): 3 clusters
  Score: Raw -400213.927052 + Penalty 3861.717565 = -396352.209488
  nChanged 15
		SP:Iteration 16Q (27063.720000 sec): 3 clusters
  Score: Raw -400225.332416 + Penalty 3861.717565 = -396363.614852
  nChanged 8
		SP:Iteration 17Q (27063.850000 sec): 3 clusters
  Score: Raw -400228.717644 + Penalty 3861.717565 = -396367.000080
  nChanged 6
		SP:Iteration 18Q (27064.000000 sec): 3 clusters
  Score: Raw -400231.533040 + Penalty 3861.717565 = -396369.815475
  nChanged 3
		SP:Iteration 19Q (27064.150000 sec): 3 clusters
  Score: Raw -400235.799217 + Penalty 3861.717565 = -396374.081653
  nChanged 2
		SP:Iteration 20F (27064.300000 sec): 3 clusters
  Score: Raw -400236.452238 + Penalty 3861.717565 = -396374.734673
  nChanged 3
		SP:Iteration 21Q (27064.450000 sec): 3 clusters
  Score: Raw -400240.007730 + Penalty 3861.717565 = -396378.290165
  nChanged 6
		SP:Iteration 22Q (27064.570000 sec): 3 clusters
  Score: Raw -400244.129853 + Penalty 3861.717565 = -396382.412289
  nChanged 6
		SP:Iteration 23Q (27064.690000 sec): 3 clusters
  Score: Raw -400246.395846 + Penalty 3861.717565 = -396384.678282
  nChanged 1
		SP:Iteration 24Q (27064.830000 sec): 3 clusters
  Score: Raw -400247.617181 + Penalty 3861.717565 = -396385.899616
  nChanged 0
		SP:Iteration 25F (27065.030000 sec): 3 clusters
  Score: Raw -400247.617181 + Penalty 3861.717565 = -396385.899616
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27065.080000 sec): 2 clusters
  Score: Raw -77345.762738 + Penalty 1525.877708 = -75819.885030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27065.260000 sec): 3 clusters
  Score: Raw -77354.549736 + Penalty 3051.755417 = -74302.794320
  nChanged 68
		SP:Iteration 1F (27065.390000 sec): 3 clusters
  Score: Raw -77528.420975 + Penalty 3051.755417 = -74476.665559
  nChanged 21
		SP:Iteration 2Q (27065.580000 sec): 3 clusters
  Score: Raw -77573.039040 + Penalty 3051.755417 = -74521.283623
  nChanged 6
		SP:Iteration 3Q (27065.710000 sec): 3 clusters
  Score: Raw -77584.263305 + Penalty 3051.755417 = -74532.507888
  nChanged 3
		SP:Iteration 4Q (27065.890000 sec): 3 clusters
  Score: Raw -77591.999184 + Penalty 3051.755417 = -74540.243767
  nChanged 6
		SP:Iteration 5Q (27066.080000 sec): 3 clusters
  Score: Raw -77610.223837 + Penalty 3051.755417 = -74558.468420
  nChanged 3
		SP:Iteration 6Q (27066.210000 sec): 3 clusters
  Score: Raw -77617.226234 + Penalty 3051.755417 = -74565.470817
  nChanged 3
		SP:Iteration 7Q (27066.400000 sec): 3 clusters
  Score: Raw -77627.139627 + Penalty 3051.755417 = -74575.384210
  nChanged 3
		SP:Iteration 8Q (27066.530000 sec): 3 clusters
  Score: Raw -77634.620354 + Penalty 3051.755417 = -74582.864938
  nChanged 2
		SP:Iteration 9Q (27066.650000 sec): 3 clusters
  Score: Raw -77645.250032 + Penalty 3051.755417 = -74593.494615
  nChanged 2
		SP:Iteration 10Q (27066.850000 sec): 3 clusters
  Score: Raw -77653.642006 + Penalty 3051.755417 = -74601.886590
  nChanged 3
		SP:Iteration 11Q (27066.990000 sec): 3 clusters
  Score: Raw -77662.468479 + Penalty 3051.755417 = -74610.713062
  nChanged 1
		SP:Iteration 12Q (27067.150000 sec): 3 clusters
  Score: Raw -77663.356374 + Penalty 3051.755417 = -74611.600957
  nChanged 0
		SP:Iteration 13F (27067.350000 sec): 3 clusters
  Score: Raw -77663.356374 + Penalty 3051.755417 = -74611.600957
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27067.430000 sec): 2 clusters
  Score: Raw -652849.234597 + Penalty 2037.053052 = -650812.181545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27067.610000 sec): 3 clusters
  Score: Raw -651213.887922 + Penalty 4074.106103 = -647139.781819
  nChanged 1336
		SP:Iteration 1F (27067.780000 sec): 3 clusters
  Score: Raw -652022.896713 + Penalty 4074.106103 = -647948.790609
  nChanged 274
		SP:Iteration 2F (27067.990000 sec): 3 clusters
  Score: Raw -652239.801298 + Penalty 4074.106103 = -648165.695195
  nChanged 206
		SP:Iteration 3F (27068.190000 sec): 3 clusters
  Score: Raw -652401.945234 + Penalty 4074.106103 = -648327.839130
  nChanged 160
		SP:Iteration 4Q (27068.330000 sec): 3 clusters
  Score: Raw -652508.093998 + Penalty 4074.106103 = -648433.987894
  nChanged 128
		SP:Iteration 5Q (27068.470000 sec): 3 clusters
  Score: Raw -652586.509726 + Penalty 4074.106103 = -648512.403622
  nChanged 114
		SP:Iteration 6Q (27068.650000 sec): 3 clusters
  Score: Raw -652662.743666 + Penalty 4074.106103 = -648588.637563
  nChanged 106
		SP:Iteration 7Q (27068.830000 sec): 3 clusters
  Score: Raw -652735.428603 + Penalty 4074.106103 = -648661.322500
  nChanged 117
		SP:Iteration 8Q (27068.960000 sec): 3 clusters
  Score: Raw -652827.107127 + Penalty 4074.106103 = -648753.001023
  nChanged 124
		SP:Iteration 9Q (27069.150000 sec): 3 clusters
  Score: Raw -652925.995719 + Penalty 4074.106103 = -648851.889615
  nChanged 107
		SP:Iteration 10Q (27069.310000 sec): 3 clusters
  Score: Raw -652999.519243 + Penalty 4074.106103 = -648925.413139
  nChanged 94
		SP:Iteration 11Q (27069.420000 sec): 3 clusters
  Score: Raw -653073.278276 + Penalty 4074.106103 = -648999.172173
  nChanged 94
		SP:Iteration 12Q (27069.570000 sec): 3 clusters
  Score: Raw -653146.310365 + Penalty 4074.106103 = -649072.204261
  nChanged 78
		SP:Iteration 13Q (27069.710000 sec): 3 clusters
  Score: Raw -653205.141298 + Penalty 4074.106103 = -649131.035194
  nChanged 68
		SP:Iteration 14Q (27069.820000 sec): 3 clusters
  Score: Raw -653263.545610 + Penalty 4074.106103 = -649189.439507
  nChanged 71
		SP:Iteration 15Q (27070.010000 sec): 3 clusters
  Score: Raw -653312.472545 + Penalty 4074.106103 = -649238.366441
  nChanged 51
		SP:Iteration 16Q (27070.160000 sec): 3 clusters
  Score: Raw -653353.934174 + Penalty 4074.106103 = -649279.828071
  nChanged 43
		SP:Iteration 17Q (27070.310000 sec): 3 clusters
  Score: Raw -653385.277036 + Penalty 4074.106103 = -649311.170932
  nChanged 41
		SP:Iteration 18Q (27070.390000 sec): 3 clusters
  Score: Raw -653412.535234 + Penalty 4074.106103 = -649338.429131
  nChanged 26
		SP:Iteration 19Q (27070.590000 sec): 3 clusters
  Score: Raw -653428.720997 + Penalty 4074.106103 = -649354.614894
  nChanged 31
		SP:Iteration 20F (27070.730000 sec): 3 clusters
  Score: Raw -653447.260178 + Penalty 4074.106103 = -649373.154075
  nChanged 22
		SP:Iteration 21Q (27070.890000 sec): 3 clusters
  Score: Raw -653466.960294 + Penalty 4074.106103 = -649392.854191
  nChanged 17
		SP:Iteration 22Q (27071.030000 sec): 3 clusters
  Score: Raw -653482.082246 + Penalty 4074.106103 = -649407.976143
  nChanged 17
		SP:Iteration 23Q (27071.210000 sec): 3 clusters
  Score: Raw -653495.898501 + Penalty 4074.106103 = -649421.792397
  nChanged 19
		SP:Iteration 24Q (27071.330000 sec): 3 clusters
  Score: Raw -653511.093795 + Penalty 4074.106103 = -649436.987692
  nChanged 19
		SP:Iteration 25Q (27071.450000 sec): 3 clusters
  Score: Raw -653524.108046 + Penalty 4074.106103 = -649450.001943
  nChanged 17
		SP:Iteration 26Q (27071.560000 sec): 3 clusters
  Score: Raw -653536.863443 + Penalty 4074.106103 = -649462.757340
  nChanged 12
		SP:Iteration 27Q (27071.720000 sec): 3 clusters
  Score: Raw -653543.239083 + Penalty 4074.106103 = -649469.132979
  nChanged 12
		SP:Iteration 28Q (27071.880000 sec): 3 clusters
  Score: Raw -653549.601633 + Penalty 4074.106103 = -649475.495530
  nChanged 13
		SP:Iteration 29Q (27072.040000 sec): 3 clusters
  Score: Raw -653556.529074 + Penalty 4074.106103 = -649482.422971
  nChanged 8
		SP:Iteration 30Q (27072.210000 sec): 3 clusters
  Score: Raw -653562.531423 + Penalty 4074.106103 = -649488.425319
  nChanged 8
		SP:Iteration 31Q (27072.380000 sec): 3 clusters
  Score: Raw -653567.302966 + Penalty 4074.106103 = -649493.196862
  nChanged 12
		SP:Iteration 32Q (27072.530000 sec): 3 clusters
  Score: Raw -653573.910387 + Penalty 4074.106103 = -649499.804284
  nChanged 11
		SP:Iteration 33Q (27072.690000 sec): 3 clusters
  Score: Raw -653580.021763 + Penalty 4074.106103 = -649505.915660
  nChanged 11
		SP:Iteration 34Q (27072.850000 sec): 3 clusters
  Score: Raw -653585.974204 + Penalty 4074.106103 = -649511.868100
  nChanged 4
		SP:Iteration 35Q (27073.000000 sec): 3 clusters
  Score: Raw -653590.553249 + Penalty 4074.106103 = -649516.447146
  nChanged 3
		SP:Iteration 36Q (27073.130000 sec): 3 clusters
  Score: Raw -653592.403435 + Penalty 4074.106103 = -649518.297332
  nChanged 2
		SP:Iteration 37Q (27073.260000 sec): 3 clusters
  Score: Raw -653593.270701 + Penalty 4074.106103 = -649519.164598
  nChanged 1
		SP:Iteration 38Q (27073.470000 sec): 3 clusters
  Score: Raw -653593.864990 + Penalty 4074.106103 = -649519.758886
  nChanged 3
		SP:Iteration 39Q (27073.610000 sec): 3 clusters
  Score: Raw -653594.555974 + Penalty 4074.106103 = -649520.449871
  nChanged 0
		SP:Iteration 40F (27073.760000 sec): 3 clusters
  Score: Raw -653594.555974 + Penalty 4074.106103 = -649520.449871
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27073.830000 sec): 2 clusters
  Score: Raw -192195.730346 + Penalty 1747.784271 = -190447.946075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27073.920000 sec): 3 clusters
  Score: Raw -191915.536759 + Penalty 3495.568542 = -188419.968218
  nChanged 282
		SP:Iteration 1F (27074.060000 sec): 3 clusters
  Score: Raw -192201.373340 + Penalty 3495.568542 = -188705.804798
  nChanged 72
		SP:Iteration 2F (27074.180000 sec): 3 clusters
  Score: Raw -192286.043796 + Penalty 3495.568542 = -188790.475255
  nChanged 44
		SP:Iteration 3Q (27074.350000 sec): 3 clusters
  Score: Raw -192343.940404 + Penalty 3495.568542 = -188848.371862
  nChanged 33
		SP:Iteration 4Q (27074.480000 sec): 3 clusters
  Score: Raw -192382.693015 + Penalty 3495.568542 = -188887.124473
  nChanged 17
		SP:Iteration 5Q (27074.610000 sec): 3 clusters
  Score: Raw -192407.979514 + Penalty 3495.568542 = -188912.410972
  nChanged 17
		SP:Iteration 6Q (27074.760000 sec): 3 clusters
  Score: Raw -192430.431729 + Penalty 3495.568542 = -188934.863187
  nChanged 14
		SP:Iteration 7Q (27074.850000 sec): 3 clusters
  Score: Raw -192448.149523 + Penalty 3495.568542 = -188952.580981
  nChanged 9
		SP:Iteration 8Q (27075.010000 sec): 3 clusters
  Score: Raw -192466.194513 + Penalty 3495.568542 = -188970.625971
  nChanged 18
		SP:Iteration 9Q (27075.150000 sec): 3 clusters
  Score: Raw -192501.573552 + Penalty 3495.568542 = -189006.005010
  nChanged 30
		SP:Iteration 10Q (27075.250000 sec): 3 clusters
  Score: Raw -192558.954818 + Penalty 3495.568542 = -189063.386276
  nChanged 23
		SP:Iteration 11Q (27075.380000 sec): 3 clusters
  Score: Raw -192594.018242 + Penalty 3495.568542 = -189098.449700
  nChanged 19
		SP:Iteration 12Q (27075.530000 sec): 3 clusters
  Score: Raw -192623.712717 + Penalty 3495.568542 = -189128.144175
  nChanged 17
		SP:Iteration 13Q (27075.650000 sec): 3 clusters
  Score: Raw -192644.757424 + Penalty 3495.568542 = -189149.188882
  nChanged 15
		SP:Iteration 14Q (27075.750000 sec): 3 clusters
  Score: Raw -192661.284185 + Penalty 3495.568542 = -189165.715643
  nChanged 14
		SP:Iteration 15Q (27075.870000 sec): 3 clusters
  Score: Raw -192683.583801 + Penalty 3495.568542 = -189188.015260
  nChanged 14
		SP:Iteration 16Q (27075.990000 sec): 3 clusters
  Score: Raw -192699.856240 + Penalty 3495.568542 = -189204.287698
  nChanged 11
		SP:Iteration 17Q (27076.140000 sec): 3 clusters
  Score: Raw -192714.914775 + Penalty 3495.568542 = -189219.346233
  nChanged 10
		SP:Iteration 18Q (27076.230000 sec): 3 clusters
  Score: Raw -192730.311464 + Penalty 3495.568542 = -189234.742922
  nChanged 10
		SP:Iteration 19Q (27076.350000 sec): 3 clusters
  Score: Raw -192742.429457 + Penalty 3495.568542 = -189246.860916
  nChanged 12
		SP:Iteration 20F (27076.450000 sec): 3 clusters
  Score: Raw -192752.066254 + Penalty 3495.568542 = -189256.497712
  nChanged 6
		SP:Iteration 21Q (27076.590000 sec): 3 clusters
  Score: Raw -192761.186312 + Penalty 3495.568542 = -189265.617770
  nChanged 5
		SP:Iteration 22Q (27076.720000 sec): 3 clusters
  Score: Raw -192768.205539 + Penalty 3495.568542 = -189272.636997
  nChanged 1
		SP:Iteration 23Q (27076.860000 sec): 3 clusters
  Score: Raw -192768.588843 + Penalty 3495.568542 = -189273.020301
  nChanged 0
		SP:Iteration 24F (27076.960000 sec): 3 clusters
  Score: Raw -192768.588843 + Penalty 3495.568542 = -189273.020301
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27077.060000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27077.210000 sec): 3 clusters
  Score: Raw -21018.812254 + Penalty 2458.090221 = -18560.722033
  nChanged 8
		SP:Iteration 1F (27077.340000 sec): 3 clusters
  Score: Raw -21055.486191 + Penalty 2458.090221 = -18597.395971
  nChanged 6
		SP:Iteration 2Q (27077.470000 sec): 3 clusters
  Score: Raw -21097.453976 + Penalty 2458.090221 = -18639.363756
  nChanged 1
		SP:Iteration 3Q (27077.590000 sec): 3 clusters
  Score: Raw -21102.739191 + Penalty 2458.090221 = -18644.648971
  nChanged 0
		SP:Iteration 4F (27077.690000 sec): 3 clusters
  Score: Raw -21102.739191 + Penalty 2458.090221 = -18644.648971
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27077.750000 sec): 2 clusters
  Score: Raw -52678.375173 + Penalty 1428.988743 = -51249.386430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27077.890000 sec): 3 clusters
  Score: Raw -52796.218497 + Penalty 2857.977486 = -49938.241011
  nChanged 39
		SP:Iteration 1F (27077.980000 sec): 3 clusters
  Score: Raw -52922.641503 + Penalty 2857.977486 = -50064.664017
  nChanged 13
		SP:Iteration 2Q (27078.120000 sec): 3 clusters
  Score: Raw -52972.851107 + Penalty 2857.977486 = -50114.873621
  nChanged 5
		SP:Iteration 3Q (27078.240000 sec): 3 clusters
  Score: Raw -52985.868408 + Penalty 2857.977486 = -50127.890922
  nChanged 0
		SP:Iteration 4F (27078.430000 sec): 3 clusters
  Score: Raw -52985.868408 + Penalty 2857.977486 = -50127.890922
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27078.510000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27078.690000 sec): 3 clusters
  Score: Raw -23049.791819 + Penalty 2471.868884 = -20577.922935
  nChanged 5
		SP:Iteration 1Q (27078.830000 sec): 3 clusters
  Score: Raw -23108.730088 + Penalty 2471.868884 = -20636.861204
  nChanged 1
		SP:Iteration 2Q (27078.930000 sec): 3 clusters
  Score: Raw -23113.994105 + Penalty 2471.868884 = -20642.125221
  nChanged 0
		SP:Iteration 3F (27079.130000 sec): 3 clusters
  Score: Raw -23113.994105 + Penalty 2471.868884 = -20642.125221
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27079.190000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27079.340000 sec): 3 clusters
  Score: Raw -95070.377174 + Penalty 3167.892142 = -91902.485032
  nChanged 115
		SP:Iteration 1F (27079.510000 sec): 3 clusters
  Score: Raw -95332.687415 + Penalty 3167.892142 = -92164.795273
  nChanged 36
		SP:Iteration 2F (27079.670000 sec): 3 clusters
  Score: Raw -95446.000295 + Penalty 3167.892142 = -92278.108153
  nChanged 24
		SP:Iteration 3Q (27079.790000 sec): 3 clusters
  Score: Raw -95518.525514 + Penalty 3167.892142 = -92350.633371
  nChanged 24
		SP:Iteration 4Q (27079.930000 sec): 3 clusters
  Score: Raw -95595.482465 + Penalty 3167.892142 = -92427.590323
  nChanged 19
		SP:Iteration 5Q (27080.060000 sec): 3 clusters
  Score: Raw -95655.369489 + Penalty 3167.892142 = -92487.477346
  nChanged 17
		SP:Iteration 6Q (27080.190000 sec): 3 clusters
  Score: Raw -95685.088830 + Penalty 3167.892142 = -92517.196688
  nChanged 9
		SP:Iteration 7Q (27080.310000 sec): 3 clusters
  Score: Raw -95700.170919 + Penalty 3167.892142 = -92532.278776
  nChanged 8
		SP:Iteration 8Q (27080.440000 sec): 3 clusters
  Score: Raw -95715.022747 + Penalty 3167.892142 = -92547.130605
  nChanged 8
		SP:Iteration 9Q (27080.590000 sec): 3 clusters
  Score: Raw -95726.811638 + Penalty 3167.892142 = -92558.919496
  nChanged 5
		SP:Iteration 10Q (27080.720000 sec): 3 clusters
  Score: Raw -95737.408416 + Penalty 3167.892142 = -92569.516273
  nChanged 2
		SP:Iteration 11Q (27080.880000 sec): 3 clusters
  Score: Raw -95739.952999 + Penalty 3167.892142 = -92572.060857
  nChanged 2
		SP:Iteration 12Q (27081.020000 sec): 3 clusters
  Score: Raw -95743.918813 + Penalty 3167.892142 = -92576.026671
  nChanged 3
		SP:Iteration 13Q (27081.140000 sec): 3 clusters
  Score: Raw -95750.114229 + Penalty 3167.892142 = -92582.222087
  nChanged 4
		SP:Iteration 14Q (27081.280000 sec): 3 clusters
  Score: Raw -95755.417170 + Penalty 3167.892142 = -92587.525027
  nChanged 1
		SP:Iteration 15Q (27081.450000 sec): 3 clusters
  Score: Raw -95756.646351 + Penalty 3167.892142 = -92588.754208
  nChanged 1
		SP:Iteration 16Q (27081.580000 sec): 3 clusters
  Score: Raw -95758.689732 + Penalty 3167.892142 = -92590.797589
  nChanged 2
		SP:Iteration 17Q (27081.700000 sec): 3 clusters
  Score: Raw -95764.675227 + Penalty 3167.892142 = -92596.783085
  nChanged 4
		SP:Iteration 18Q (27081.800000 sec): 3 clusters
  Score: Raw -95775.297320 + Penalty 3167.892142 = -92607.405177
  nChanged 2
		SP:Iteration 19Q (27081.980000 sec): 3 clusters
  Score: Raw -95778.262347 + Penalty 3167.892142 = -92610.370204
  nChanged 3
		SP:Iteration 20F (27082.080000 sec): 3 clusters
  Score: Raw -95784.282602 + Penalty 3167.892142 = -92616.390460
  nChanged 2
		SP:Iteration 21Q (27082.260000 sec): 3 clusters
  Score: Raw -95786.787538 + Penalty 3167.892142 = -92618.895396
  nChanged 0
		SP:Iteration 22F (27082.420000 sec): 3 clusters
  Score: Raw -95786.787538 + Penalty 3167.892142 = -92618.895396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27082.510000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27082.660000 sec): 3 clusters
  Score: Raw -43760.889371 + Penalty 2787.718829 = -40973.170541
  nChanged 42
		SP:Iteration 1F (27082.840000 sec): 3 clusters
  Score: Raw -43880.807928 + Penalty 2787.718829 = -41093.089099
  nChanged 11
		SP:Iteration 2Q (27083.020000 sec): 3 clusters
  Score: Raw -43911.567627 + Penalty 2787.718829 = -41123.848797
  nChanged 5
		SP:Iteration 3Q (27083.150000 sec): 3 clusters
  Score: Raw -43927.964138 + Penalty 2787.718829 = -41140.245309
  nChanged 3
		SP:Iteration 4Q (27083.280000 sec): 3 clusters
  Score: Raw -43933.116196 + Penalty 2787.718829 = -41145.397367
  nChanged 0
		SP:Iteration 5F (27083.410000 sec): 3 clusters
  Score: Raw -43933.116196 + Penalty 2787.718829 = -41145.397367
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27083.480000 sec): 2 clusters
  Score: Raw -54105.880742 + Penalty 1492.006976 = -52613.873766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27083.620000 sec): 3 clusters
  Score: Raw -54523.221866 + Penalty 2984.013951 = -51539.207915
  nChanged 111
		SP:Iteration 1F (27083.750000 sec): 3 clusters
  Score: Raw -54893.716901 + Penalty 2984.013951 = -51909.702950
  nChanged 28
		SP:Iteration 2F (27083.890000 sec): 3 clusters
  Score: Raw -55006.648384 + Penalty 2984.013951 = -52022.634432
  nChanged 17
		SP:Iteration 3Q (27084.000000 sec): 3 clusters
  Score: Raw -55075.188993 + Penalty 2984.013951 = -52091.175041
  nChanged 10
		SP:Iteration 4Q (27084.160000 sec): 3 clusters
  Score: Raw -55123.381422 + Penalty 2984.013951 = -52139.367471
  nChanged 11
		SP:Iteration 5Q (27084.290000 sec): 3 clusters
  Score: Raw -55144.164009 + Penalty 2984.013951 = -52160.150058
  nChanged 8
		SP:Iteration 6Q (27084.390000 sec): 3 clusters
  Score: Raw -55158.136363 + Penalty 2984.013951 = -52174.122412
  nChanged 5
		SP:Iteration 7Q (27084.480000 sec): 3 clusters
  Score: Raw -55169.947094 + Penalty 2984.013951 = -52185.933143
  nChanged 6
		SP:Iteration 8Q (27084.620000 sec): 3 clusters
  Score: Raw -55191.502119 + Penalty 2984.013951 = -52207.488168
  nChanged 5
		SP:Iteration 9Q (27084.760000 sec): 3 clusters
  Score: Raw -55205.323157 + Penalty 2984.013951 = -52221.309205
  nChanged 7
		SP:Iteration 10Q (27084.850000 sec): 3 clusters
  Score: Raw -55235.420386 + Penalty 2984.013951 = -52251.406435
  nChanged 4
		SP:Iteration 11Q (27084.990000 sec): 3 clusters
  Score: Raw -55243.624376 + Penalty 2984.013951 = -52259.610425
  nChanged 1
		SP:Iteration 12Q (27085.140000 sec): 3 clusters
  Score: Raw -55245.554084 + Penalty 2984.013951 = -52261.540132
  nChanged 0
		SP:Iteration 13F (27085.280000 sec): 3 clusters
  Score: Raw -55245.554084 + Penalty 2984.013951 = -52261.540132
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (27085.330000 sec): 2 clusters
  Score: Raw -85238.155205 + Penalty 1586.024876 = -83652.130329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (27085.480000 sec): 3 clusters
  Score: Raw -85250.315082 + Penalty 3172.049753 = -82078.265329
  nChanged 136
		SP:Iteration 1F (27085.640000 sec): 3 clusters
  Score: Raw -85521.938411 + Penalty 3172.049753 = -82349.888659
  nChanged 45
		SP:Iteration 2F (27085.720000 sec): 3 clusters
  Score: Raw -85638.549152 + Penalty 3172.049753 = -82466.499400
  nChanged 29
		SP:Iteration 3Q (27085.880000 sec): 3 clusters
  Score: Raw -85703.053368 + Penalty 3172.049753 = -82531.003615
  nChanged 10
		SP:Iteration 4Q (27086.020000 sec): 3 clusters
  Score: Raw -85723.767134 + Penalty 3172.049753 = -82551.717382
  nChanged 6
		SP:Iteration 5Q (27086.110000 sec): 3 clusters
  Score: Raw -85731.967342 + Penalty 3172.049753 = -82559.917590
  nChanged 7
		SP:Iteration 6Q (27086.260000 sec): 3 clusters
  Score: Raw -85746.878070 + Penalty 3172.049753 = -82574.828317
  nChanged 5
		SP:Iteration 7Q (27086.400000 sec): 3 clusters
  Score: Raw -85755.785674 + Penalty 3172.049753 = -82583.735921
  nChanged 1
		SP:Iteration 8Q (27086.540000 sec): 3 clusters
  Score: Raw -85759.085303 + Penalty 3172.049753 = -82587.035550
  nChanged 1
		SP:Iteration 9Q (27086.680000 sec): 3 clusters
  Score: Raw -85762.622835 + Penalty 3172.049753 = -82590.573082
  nChanged 1
		SP:Iteration 10Q (27086.820000 sec): 3 clusters
  Score: Raw -85768.392728 + Penalty 3172.049753 = -82596.342975
  nChanged 3
		SP:Iteration 11Q (27086.970000 sec): 3 clusters
  Score: Raw -85775.987315 + Penalty 3172.049753 = -82603.937562
  nChanged 1
		SP:Iteration 12Q (27087.110000 sec): 3 clusters
  Score: Raw -85776.485425 + Penalty 3172.049753 = -82604.435672
  nChanged 0
		SP:Iteration 13F (27087.200000 sec): 3 clusters
  Score: Raw -85776.485425 + Penalty 3172.049753 = -82604.435672
  nChanged 0
Deleting Class 31 (441 points): Lose 2895.163942 but Gain 3262.464713
Iteration 393F (27167.920000 sec): 60 clusters
  Score: Raw -91406716.212995 + Penalty 192485.418085 = -91214230.794910
  nChanged 598
Iteration 394F (27245.060000 sec): 60 clusters
  Score: Raw -91407940.269905 + Penalty 192485.418085 = -91215454.851820
  nChanged 161
Iteration 395Q (27293.880000 sec): 60 clusters
  Score: Raw -91408069.596238 + Penalty 192485.418085 = -91215584.178153
  nChanged 108
Iteration 396Q (27345.310000 sec): 60 clusters
  Score: Raw -91408154.646242 + Penalty 192485.418085 = -91215669.228157
  nChanged 99
Iteration 397Q (27397.210000 sec): 60 clusters
  Score: Raw -91408213.654266 + Penalty 192485.418085 = -91215728.236182
  nChanged 62
Iteration 398Q (27449.920000 sec): 60 clusters
  Score: Raw -91408230.715275 + Penalty 192485.418085 = -91215745.297190
  nChanged 41
Iteration 399Q (27500.690000 sec): 60 clusters
  Score: Raw -91408242.495222 + Penalty 192485.418085 = -91215757.077137
  nChanged 30
Iteration 400F (27580.930000 sec): 60 clusters
  Score: Raw -91408255.872668 + Penalty 192485.418085 = -91215770.454583
  nChanged 20
Iteration 401Q (27633.330000 sec): 60 clusters
  Score: Raw -91408268.612238 + Penalty 192485.418085 = -91215783.194153
  nChanged 12
Iteration 402Q (27685.570000 sec): 60 clusters
  Score: Raw -91408271.493816 + Penalty 192485.418085 = -91215786.075731
  nChanged 8
Iteration 403Q (27729.580000 sec): 60 clusters
  Score: Raw -91408274.309444 + Penalty 192485.418085 = -91215788.891359
  nChanged 9
Iteration 404Q (27780.970000 sec): 60 clusters
  Score: Raw -91408279.628573 + Penalty 192485.418085 = -91215794.210488
  nChanged 12
Iteration 405Q (27829.340000 sec): 60 clusters
  Score: Raw -91408283.633032 + Penalty 192485.418085 = -91215798.214948
  nChanged 9
Iteration 406Q (27877.830000 sec): 60 clusters
  Score: Raw -91408288.587988 + Penalty 192485.418085 = -91215803.169904
  nChanged 8
Iteration 407Q (27929.950000 sec): 60 clusters
  Score: Raw -91408297.381315 + Penalty 192485.418085 = -91215811.963231
  nChanged 11
Iteration 408Q (27985.010000 sec): 60 clusters
  Score: Raw -91408311.095985 + Penalty 192485.418085 = -91215825.677901
  nChanged 14
Iteration 409Q (28033.390000 sec): 60 clusters
  Score: Raw -91408329.461240 + Penalty 192485.418085 = -91215844.043155
  nChanged 12
Iteration 410Q (28081.920000 sec): 60 clusters
  Score: Raw -91408336.983225 + Penalty 192485.418085 = -91215851.565140
  nChanged 18
Iteration 411Q (28129.640000 sec): 60 clusters
  Score: Raw -91408348.332294 + Penalty 192485.418085 = -91215862.914209
  nChanged 18
Iteration 412Q (28175.610000 sec): 60 clusters
  Score: Raw -91408353.580075 + Penalty 192485.418085 = -91215868.161990
  nChanged 16
Iteration 413Q (28221.960000 sec): 60 clusters
  Score: Raw -91408364.261902 + Penalty 192485.418085 = -91215878.843817
  nChanged 16
Iteration 414Q (28271.400000 sec): 60 clusters
  Score: Raw -91408369.780297 + Penalty 192485.418085 = -91215884.362212
  nChanged 8
Iteration 415Q (28322.380000 sec): 60 clusters
  Score: Raw -91408371.140304 + Penalty 192485.418085 = -91215885.722219
  nChanged 8
Iteration 416Q (28372.320000 sec): 60 clusters
  Score: Raw -91408372.981703 + Penalty 192485.418085 = -91215887.563619
  nChanged 9
Iteration 417Q (28416.590000 sec): 60 clusters
  Score: Raw -91408377.030507 + Penalty 192485.418085 = -91215891.612422
  nChanged 6
Iteration 418Q (28463.100000 sec): 60 clusters
  Score: Raw -91408378.920041 + Penalty 192485.418085 = -91215893.501957
  nChanged 5
Writing temp clu file 
Because OldScore, -91215891.612422, is greater than current (better) Score,-91215893.501957 
 Compute initial score before splitting:   Score: Raw -91408378.920041 + Penalty 192485.418085 = -91215893.501957
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28463.280000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28463.440000 sec): 3 clusters
  Score: Raw -47314.070554 + Penalty 2933.097491 = -44380.973063
  nChanged 56
		SP:Iteration 1F (28463.580000 sec): 3 clusters
  Score: Raw -47440.952641 + Penalty 2933.097491 = -44507.855150
  nChanged 24
		SP:Iteration 2F (28463.720000 sec): 3 clusters
  Score: Raw -47517.420883 + Penalty 2933.097491 = -44584.323392
  nChanged 7
		SP:Iteration 3Q (28463.860000 sec): 3 clusters
  Score: Raw -47533.945078 + Penalty 2933.097491 = -44600.847588
  nChanged 4
		SP:Iteration 4Q (28463.990000 sec): 3 clusters
  Score: Raw -47543.447764 + Penalty 2933.097491 = -44610.350273
  nChanged 3
		SP:Iteration 5Q (28464.120000 sec): 3 clusters
  Score: Raw -47549.717115 + Penalty 2933.097491 = -44616.619625
  nChanged 1
		SP:Iteration 6Q (28464.270000 sec): 3 clusters
  Score: Raw -47559.432069 + Penalty 2933.097491 = -44626.334578
  nChanged 2
		SP:Iteration 7Q (28464.410000 sec): 3 clusters
  Score: Raw -47567.454171 + Penalty 2933.097491 = -44634.356680
  nChanged 4
		SP:Iteration 8Q (28464.560000 sec): 3 clusters
  Score: Raw -47592.670184 + Penalty 2933.097491 = -44659.572693
  nChanged 6
		SP:Iteration 9Q (28464.700000 sec): 3 clusters
  Score: Raw -47619.940888 + Penalty 2933.097491 = -44686.843397
  nChanged 2
		SP:Iteration 10Q (28464.820000 sec): 3 clusters
  Score: Raw -47641.108135 + Penalty 2933.097491 = -44708.010644
  nChanged 5
		SP:Iteration 11Q (28464.960000 sec): 3 clusters
  Score: Raw -47678.869566 + Penalty 2933.097491 = -44745.772075
  nChanged 2
		SP:Iteration 12Q (28465.120000 sec): 3 clusters
  Score: Raw -47681.033051 + Penalty 2933.097491 = -44747.935560
  nChanged 4
		SP:Iteration 13Q (28465.240000 sec): 3 clusters
  Score: Raw -47691.132917 + Penalty 2933.097491 = -44758.035426
  nChanged 4
		SP:Iteration 14Q (28465.360000 sec): 3 clusters
  Score: Raw -47697.030767 + Penalty 2933.097491 = -44763.933276
  nChanged 0
		SP:Iteration 15F (28465.540000 sec): 3 clusters
  Score: Raw -47697.030767 + Penalty 2933.097491 = -44763.933276
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28465.640000 sec): 2 clusters
  Score: Raw -77629.043627 + Penalty 1533.157057 = -76095.886570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28465.770000 sec): 3 clusters
  Score: Raw -77704.960157 + Penalty 3066.314114 = -74638.646043
  nChanged 87
		SP:Iteration 1F (28465.860000 sec): 3 clusters
  Score: Raw -77864.841703 + Penalty 3066.314114 = -74798.527590
  nChanged 24
		SP:Iteration 2Q (28466.010000 sec): 3 clusters
  Score: Raw -77924.471436 + Penalty 3066.314114 = -74858.157322
  nChanged 7
		SP:Iteration 3Q (28466.150000 sec): 3 clusters
  Score: Raw -77950.741506 + Penalty 3066.314114 = -74884.427392
  nChanged 2
		SP:Iteration 4Q (28466.300000 sec): 3 clusters
  Score: Raw -77952.803921 + Penalty 3066.314114 = -74886.489807
  nChanged 1
		SP:Iteration 5Q (28466.450000 sec): 3 clusters
  Score: Raw -77953.167812 + Penalty 3066.314114 = -74886.853698
  nChanged 0
		SP:Iteration 6F (28466.580000 sec): 3 clusters
  Score: Raw -77953.167812 + Penalty 3066.314114 = -74886.853698
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28466.660000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28466.780000 sec): 3 clusters
  Score: Raw -221749.227197 + Penalty 3514.607126 = -218234.620071
  nChanged 299
		SP:Iteration 1F (28466.960000 sec): 3 clusters
  Score: Raw -222086.473170 + Penalty 3514.607126 = -218571.866044
  nChanged 94
		SP:Iteration 2F (28467.060000 sec): 3 clusters
  Score: Raw -222197.885082 + Penalty 3514.607126 = -218683.277956
  nChanged 43
		SP:Iteration 3Q (28467.220000 sec): 3 clusters
  Score: Raw -222254.499788 + Penalty 3514.607126 = -218739.892661
  nChanged 46
		SP:Iteration 4Q (28467.340000 sec): 3 clusters
  Score: Raw -222307.674301 + Penalty 3514.607126 = -218793.067175
  nChanged 26
		SP:Iteration 5Q (28467.480000 sec): 3 clusters
  Score: Raw -222343.565703 + Penalty 3514.607126 = -218828.958577
  nChanged 25
		SP:Iteration 6Q (28467.590000 sec): 3 clusters
  Score: Raw -222370.999777 + Penalty 3514.607126 = -218856.392651
  nChanged 16
		SP:Iteration 7Q (28467.770000 sec): 3 clusters
  Score: Raw -222385.536940 + Penalty 3514.607126 = -218870.929814
  nChanged 8
		SP:Iteration 8Q (28467.940000 sec): 3 clusters
  Score: Raw -222392.667507 + Penalty 3514.607126 = -218878.060380
  nChanged 8
		SP:Iteration 9Q (28468.080000 sec): 3 clusters
  Score: Raw -222405.346644 + Penalty 3514.607126 = -218890.739517
  nChanged 12
		SP:Iteration 10Q (28468.210000 sec): 3 clusters
  Score: Raw -222420.893174 + Penalty 3514.607126 = -218906.286048
  nChanged 8
		SP:Iteration 11Q (28468.350000 sec): 3 clusters
  Score: Raw -222432.765333 + Penalty 3514.607126 = -218918.158207
  nChanged 18
		SP:Iteration 12Q (28468.540000 sec): 3 clusters
  Score: Raw -222452.685756 + Penalty 3514.607126 = -218938.078629
  nChanged 17
		SP:Iteration 13Q (28468.680000 sec): 3 clusters
  Score: Raw -222473.882803 + Penalty 3514.607126 = -218959.275676
  nChanged 9
		SP:Iteration 14Q (28468.840000 sec): 3 clusters
  Score: Raw -222485.820094 + Penalty 3514.607126 = -218971.212968
  nChanged 9
		SP:Iteration 15Q (28468.980000 sec): 3 clusters
  Score: Raw -222497.966058 + Penalty 3514.607126 = -218983.358932
  nChanged 4
		SP:Iteration 16Q (28469.150000 sec): 3 clusters
  Score: Raw -222500.894774 + Penalty 3514.607126 = -218986.287648
  nChanged 4
		SP:Iteration 17Q (28469.250000 sec): 3 clusters
  Score: Raw -222507.334486 + Penalty 3514.607126 = -218992.727360
  nChanged 8
		SP:Iteration 18Q (28469.380000 sec): 3 clusters
  Score: Raw -222517.769719 + Penalty 3514.607126 = -219003.162593
  nChanged 5
		SP:Iteration 19Q (28469.550000 sec): 3 clusters
  Score: Raw -222523.744575 + Penalty 3514.607126 = -219009.137449
  nChanged 7
		SP:Iteration 20F (28469.700000 sec): 3 clusters
  Score: Raw -222529.568133 + Penalty 3514.607126 = -219014.961007
  nChanged 8
		SP:Iteration 21Q (28469.820000 sec): 3 clusters
  Score: Raw -222540.506511 + Penalty 3514.607126 = -219025.899385
  nChanged 11
		SP:Iteration 22Q (28469.960000 sec): 3 clusters
  Score: Raw -222551.002285 + Penalty 3514.607126 = -219036.395159
  nChanged 5
		SP:Iteration 23Q (28470.100000 sec): 3 clusters
  Score: Raw -222556.740632 + Penalty 3514.607126 = -219042.133505
  nChanged 8
		SP:Iteration 24Q (28470.240000 sec): 3 clusters
  Score: Raw -222565.583740 + Penalty 3514.607126 = -219050.976614
  nChanged 9
		SP:Iteration 25Q (28470.380000 sec): 3 clusters
  Score: Raw -222577.306832 + Penalty 3514.607126 = -219062.699706
  nChanged 6
		SP:Iteration 26Q (28470.530000 sec): 3 clusters
  Score: Raw -222587.538080 + Penalty 3514.607126 = -219072.930954
  nChanged 10
		SP:Iteration 27Q (28470.650000 sec): 3 clusters
  Score: Raw -222612.536839 + Penalty 3514.607126 = -219097.929712
  nChanged 11
		SP:Iteration 28Q (28470.820000 sec): 3 clusters
  Score: Raw -222637.674818 + Penalty 3514.607126 = -219123.067692
  nChanged 20
		SP:Iteration 29Q (28470.930000 sec): 3 clusters
  Score: Raw -222688.315135 + Penalty 3514.607126 = -219173.708009
  nChanged 30
		SP:Iteration 30Q (28471.050000 sec): 3 clusters
  Score: Raw -222752.215421 + Penalty 3514.607126 = -219237.608295
  nChanged 24
		SP:Iteration 31Q (28471.230000 sec): 3 clusters
  Score: Raw -222801.136643 + Penalty 3514.607126 = -219286.529517
  nChanged 30
		SP:Iteration 32Q (28471.370000 sec): 3 clusters
  Score: Raw -222854.267901 + Penalty 3514.607126 = -219339.660774
  nChanged 20
		SP:Iteration 33Q (28471.470000 sec): 3 clusters
  Score: Raw -222884.244029 + Penalty 3514.607126 = -219369.636903
  nChanged 17
		SP:Iteration 34Q (28471.500000 sec): 3 clusters
  Score: Raw -222923.154149 + Penalty 3514.607126 = -219408.547022
  nChanged 18
		SP:Iteration 35Q (28471.640000 sec): 3 clusters
  Score: Raw -222966.058982 + Penalty 3514.607126 = -219451.451856
  nChanged 20
		SP:Iteration 36Q (28471.790000 sec): 3 clusters
  Score: Raw -223005.379562 + Penalty 3514.607126 = -219490.772436
  nChanged 24
		SP:Iteration 37Q (28471.880000 sec): 3 clusters
  Score: Raw -223059.109504 + Penalty 3514.607126 = -219544.502377
  nChanged 22
		SP:Iteration 38Q (28472.020000 sec): 3 clusters
  Score: Raw -223109.163101 + Penalty 3514.607126 = -219594.555975
  nChanged 25
		SP:Iteration 39Q (28472.150000 sec): 3 clusters
  Score: Raw -223189.480033 + Penalty 3514.607126 = -219674.872906
  nChanged 24
		SP:Iteration 40F (28472.280000 sec): 3 clusters
  Score: Raw -223266.131571 + Penalty 3514.607126 = -219751.524445
  nChanged 22
		SP:Iteration 41Q (28472.400000 sec): 3 clusters
  Score: Raw -223318.210347 + Penalty 3514.607126 = -219803.603221
  nChanged 6
		SP:Iteration 42Q (28472.580000 sec): 3 clusters
  Score: Raw -223331.400673 + Penalty 3514.607126 = -219816.793547
  nChanged 4
		SP:Iteration 43Q (28472.720000 sec): 3 clusters
  Score: Raw -223336.770605 + Penalty 3514.607126 = -219822.163479
  nChanged 0
		SP:Iteration 44F (28472.850000 sec): 3 clusters
  Score: Raw -223336.770605 + Penalty 3514.607126 = -219822.163479
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28472.860000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28472.970000 sec): 3 clusters
  Score: Raw -26979.337484 + Penalty 2544.429763 = -24434.907721
  nChanged 4
		SP:Iteration 1Q (28473.140000 sec): 3 clusters
  Score: Raw -27003.402535 + Penalty 2544.429763 = -24458.972772
  nChanged 0
		SP:Iteration 2F (28473.260000 sec): 3 clusters
  Score: Raw -27003.402535 + Penalty 2544.429763 = -24458.972772
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28473.360000 sec): 2 clusters
  Score: Raw -903923.141202 + Penalty 2117.903304 = -901805.237897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28473.560000 sec): 3 clusters
  Score: Raw -901493.707069 + Penalty 4235.806608 = -897257.900460
  nChanged 1916
		SP:Iteration 1F (28473.730000 sec): 3 clusters
  Score: Raw -902551.649355 + Penalty 4235.806608 = -898315.842747
  nChanged 374
		SP:Iteration 2F (28473.880000 sec): 3 clusters
  Score: Raw -902755.806738 + Penalty 4235.806608 = -898520.000130
  nChanged 245
		SP:Iteration 3Q (28474.050000 sec): 3 clusters
  Score: Raw -902867.729601 + Penalty 4235.806608 = -898631.922993
  nChanged 189
		SP:Iteration 4Q (28474.230000 sec): 3 clusters
  Score: Raw -902962.350632 + Penalty 4235.806608 = -898726.544023
  nChanged 160
		SP:Iteration 5Q (28474.390000 sec): 3 clusters
  Score: Raw -903052.646850 + Penalty 4235.806608 = -898816.840241
  nChanged 131
		SP:Iteration 6Q (28474.560000 sec): 3 clusters
  Score: Raw -903123.186041 + Penalty 4235.806608 = -898887.379433
  nChanged 115
		SP:Iteration 7Q (28474.710000 sec): 3 clusters
  Score: Raw -903170.550677 + Penalty 4235.806608 = -898934.744069
  nChanged 81
		SP:Iteration 8Q (28474.870000 sec): 3 clusters
  Score: Raw -903207.421514 + Penalty 4235.806608 = -898971.614906
  nChanged 85
		SP:Iteration 9Q (28475.070000 sec): 3 clusters
  Score: Raw -903248.068575 + Penalty 4235.806608 = -899012.261966
  nChanged 87
		SP:Iteration 10Q (28475.220000 sec): 3 clusters
  Score: Raw -903287.106805 + Penalty 4235.806608 = -899051.300197
  nChanged 81
		SP:Iteration 11Q (28475.440000 sec): 3 clusters
  Score: Raw -903324.467056 + Penalty 4235.806608 = -899088.660448
  nChanged 88
		SP:Iteration 12Q (28475.550000 sec): 3 clusters
  Score: Raw -903365.370345 + Penalty 4235.806608 = -899129.563737
  nChanged 95
		SP:Iteration 13Q (28475.780000 sec): 3 clusters
  Score: Raw -903404.531684 + Penalty 4235.806608 = -899168.725076
  nChanged 69
		SP:Iteration 14Q (28475.980000 sec): 3 clusters
  Score: Raw -903435.762026 + Penalty 4235.806608 = -899199.955417
  nChanged 88
		SP:Iteration 15Q (28476.140000 sec): 3 clusters
  Score: Raw -903471.292426 + Penalty 4235.806608 = -899235.485817
  nChanged 77
		SP:Iteration 16Q (28476.320000 sec): 3 clusters
  Score: Raw -903500.157149 + Penalty 4235.806608 = -899264.350540
  nChanged 54
		SP:Iteration 17Q (28476.520000 sec): 3 clusters
  Score: Raw -903518.339792 + Penalty 4235.806608 = -899282.533184
  nChanged 42
		SP:Iteration 18Q (28476.720000 sec): 3 clusters
  Score: Raw -903531.419840 + Penalty 4235.806608 = -899295.613232
  nChanged 43
		SP:Iteration 19Q (28476.970000 sec): 3 clusters
  Score: Raw -903546.864523 + Penalty 4235.806608 = -899311.057915
  nChanged 32
		SP:Iteration 20F (28477.080000 sec): 3 clusters
  Score: Raw -903560.554741 + Penalty 4235.806608 = -899324.748132
  nChanged 44
		SP:Iteration 21Q (28477.300000 sec): 3 clusters
  Score: Raw -903577.309278 + Penalty 4235.806608 = -899341.502670
  nChanged 40
		SP:Iteration 22Q (28477.480000 sec): 3 clusters
  Score: Raw -903588.945537 + Penalty 4235.806608 = -899353.138929
  nChanged 24
		SP:Iteration 23Q (28477.720000 sec): 3 clusters
  Score: Raw -903594.970331 + Penalty 4235.806608 = -899359.163722
  nChanged 16
		SP:Iteration 24Q (28477.900000 sec): 3 clusters
  Score: Raw -903600.081339 + Penalty 4235.806608 = -899364.274730
  nChanged 19
		SP:Iteration 25Q (28478.070000 sec): 3 clusters
  Score: Raw -903606.254471 + Penalty 4235.806608 = -899370.447862
  nChanged 25
		SP:Iteration 26Q (28478.270000 sec): 3 clusters
  Score: Raw -903615.274683 + Penalty 4235.806608 = -899379.468074
  nChanged 19
		SP:Iteration 27Q (28478.420000 sec): 3 clusters
  Score: Raw -903621.383048 + Penalty 4235.806608 = -899385.576439
  nChanged 16
		SP:Iteration 28Q (28478.600000 sec): 3 clusters
  Score: Raw -903625.683081 + Penalty 4235.806608 = -899389.876473
  nChanged 14
		SP:Iteration 29Q (28478.750000 sec): 3 clusters
  Score: Raw -903629.656555 + Penalty 4235.806608 = -899393.849946
  nChanged 9
		SP:Iteration 30Q (28478.920000 sec): 3 clusters
  Score: Raw -903634.028783 + Penalty 4235.806608 = -899398.222174
  nChanged 12
		SP:Iteration 31Q (28479.110000 sec): 3 clusters
  Score: Raw -903639.209457 + Penalty 4235.806608 = -899403.402849
  nChanged 14
		SP:Iteration 32Q (28479.290000 sec): 3 clusters
  Score: Raw -903644.462505 + Penalty 4235.806608 = -899408.655897
  nChanged 17
		SP:Iteration 33Q (28479.490000 sec): 3 clusters
  Score: Raw -903651.086011 + Penalty 4235.806608 = -899415.279403
  nChanged 22
		SP:Iteration 34Q (28479.690000 sec): 3 clusters
  Score: Raw -903659.630705 + Penalty 4235.806608 = -899423.824096
  nChanged 22
		SP:Iteration 35Q (28479.870000 sec): 3 clusters
  Score: Raw -903667.195109 + Penalty 4235.806608 = -899431.388501
  nChanged 22
		SP:Iteration 36Q (28480.040000 sec): 3 clusters
  Score: Raw -903674.041339 + Penalty 4235.806608 = -899438.234731
  nChanged 18
		SP:Iteration 37Q (28480.260000 sec): 3 clusters
  Score: Raw -903679.023510 + Penalty 4235.806608 = -899443.216902
  nChanged 14
		SP:Iteration 38Q (28480.440000 sec): 3 clusters
  Score: Raw -903683.718190 + Penalty 4235.806608 = -899447.911582
  nChanged 14
		SP:Iteration 39Q (28480.650000 sec): 3 clusters
  Score: Raw -903688.481120 + Penalty 4235.806608 = -899452.674512
  nChanged 13
		SP:Iteration 40F (28480.830000 sec): 3 clusters
  Score: Raw -903691.569010 + Penalty 4235.806608 = -899455.762402
  nChanged 15
		SP:Iteration 41Q (28481.030000 sec): 3 clusters
  Score: Raw -903696.581884 + Penalty 4235.806608 = -899460.775276
  nChanged 18
		SP:Iteration 42Q (28481.240000 sec): 3 clusters
  Score: Raw -903702.841431 + Penalty 4235.806608 = -899467.034822
  nChanged 20
		SP:Iteration 43Q (28481.390000 sec): 3 clusters
  Score: Raw -903711.081258 + Penalty 4235.806608 = -899475.274649
  nChanged 18
		SP:Iteration 44Q (28481.590000 sec): 3 clusters
  Score: Raw -903716.121182 + Penalty 4235.806608 = -899480.314574
  nChanged 11
		SP:Iteration 45Q (28481.820000 sec): 3 clusters
  Score: Raw -903718.812427 + Penalty 4235.806608 = -899483.005818
  nChanged 8
		SP:Iteration 46Q (28482.040000 sec): 3 clusters
  Score: Raw -903720.819340 + Penalty 4235.806608 = -899485.012732
  nChanged 5
		SP:Iteration 47Q (28482.190000 sec): 3 clusters
  Score: Raw -903722.298333 + Penalty 4235.806608 = -899486.491724
  nChanged 3
		SP:Iteration 48Q (28482.360000 sec): 3 clusters
  Score: Raw -903722.740195 + Penalty 4235.806608 = -899486.933587
  nChanged 3
		SP:Iteration 49Q (28482.510000 sec): 3 clusters
  Score: Raw -903723.335056 + Penalty 4235.806608 = -899487.528448
  nChanged 5
		SP:Iteration 50Q (28482.680000 sec): 3 clusters
  Score: Raw -903724.409653 + Penalty 4235.806608 = -899488.603044
  nChanged 3
		SP:Iteration 51Q (28482.820000 sec): 3 clusters
  Score: Raw -903725.061421 + Penalty 4235.806608 = -899489.254813
  nChanged 6
		SP:Iteration 52Q (28482.940000 sec): 3 clusters
  Score: Raw -903726.143621 + Penalty 4235.806608 = -899490.337012
  nChanged 4
		SP:Iteration 53Q (28483.080000 sec): 3 clusters
  Score: Raw -903727.132107 + Penalty 4235.806608 = -899491.325498
  nChanged 3
		SP:Iteration 54Q (28483.300000 sec): 3 clusters
  Score: Raw -903727.655813 + Penalty 4235.806608 = -899491.849204
  nChanged 4
		SP:Iteration 55Q (28483.490000 sec): 3 clusters
  Score: Raw -903728.589240 + Penalty 4235.806608 = -899492.782632
  nChanged 2
		SP:Iteration 56Q (28483.670000 sec): 3 clusters
  Score: Raw -903729.022807 + Penalty 4235.806608 = -899493.216199
  nChanged 4
		SP:Iteration 57Q (28483.880000 sec): 3 clusters
  Score: Raw -903729.692692 + Penalty 4235.806608 = -899493.886083
  nChanged 0
		SP:Iteration 58F (28484.030000 sec): 3 clusters
  Score: Raw -903729.692692 + Penalty 4235.806608 = -899493.886083
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28484.130000 sec): 2 clusters
  Score: Raw -59713.363241 + Penalty 1497.391988 = -58215.971253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28484.310000 sec): 3 clusters
  Score: Raw -59877.652726 + Penalty 2994.783976 = -56882.868750
  nChanged 84
		SP:Iteration 1F (28484.480000 sec): 3 clusters
  Score: Raw -60059.996871 + Penalty 2994.783976 = -57065.212895
  nChanged 17
		SP:Iteration 2Q (28484.600000 sec): 3 clusters
  Score: Raw -60102.653444 + Penalty 2994.783976 = -57107.869467
  nChanged 9
		SP:Iteration 3Q (28484.720000 sec): 3 clusters
  Score: Raw -60139.919530 + Penalty 2994.783976 = -57145.135554
  nChanged 6
		SP:Iteration 4Q (28484.930000 sec): 3 clusters
  Score: Raw -60165.701704 + Penalty 2994.783976 = -57170.917728
  nChanged 2
		SP:Iteration 5Q (28485.120000 sec): 3 clusters
  Score: Raw -60170.636140 + Penalty 2994.783976 = -57175.852164
  nChanged 2
		SP:Iteration 6Q (28485.240000 sec): 3 clusters
  Score: Raw -60177.161014 + Penalty 2994.783976 = -57182.377037
  nChanged 4
		SP:Iteration 7Q (28485.410000 sec): 3 clusters
  Score: Raw -60184.265918 + Penalty 2994.783976 = -57189.481942
  nChanged 1
		SP:Iteration 8Q (28485.620000 sec): 3 clusters
  Score: Raw -60186.239224 + Penalty 2994.783976 = -57191.455247
  nChanged 0
		SP:Iteration 9F (28485.790000 sec): 3 clusters
  Score: Raw -60186.239224 + Penalty 2994.783976 = -57191.455247
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28485.850000 sec): 2 clusters
  Score: Raw -280391.099837 + Penalty 1817.126576 = -278573.973260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28486.030000 sec): 3 clusters
  Score: Raw -279888.342354 + Penalty 3634.253153 = -276254.089201
  nChanged 451
		SP:Iteration 1F (28486.190000 sec): 3 clusters
  Score: Raw -280248.395596 + Penalty 3634.253153 = -276614.142443
  nChanged 109
		SP:Iteration 2F (28486.300000 sec): 3 clusters
  Score: Raw -280345.502116 + Penalty 3634.253153 = -276711.248963
  nChanged 53
		SP:Iteration 3Q (28486.510000 sec): 3 clusters
  Score: Raw -280391.794167 + Penalty 3634.253153 = -276757.541014
  nChanged 41
		SP:Iteration 4Q (28486.670000 sec): 3 clusters
  Score: Raw -280424.648165 + Penalty 3634.253153 = -276790.395012
  nChanged 25
		SP:Iteration 5Q (28486.860000 sec): 3 clusters
  Score: Raw -280443.731587 + Penalty 3634.253153 = -276809.478434
  nChanged 22
		SP:Iteration 6Q (28487.080000 sec): 3 clusters
  Score: Raw -280461.168773 + Penalty 3634.253153 = -276826.915621
  nChanged 17
		SP:Iteration 7Q (28487.190000 sec): 3 clusters
  Score: Raw -280476.096889 + Penalty 3634.253153 = -276841.843736
  nChanged 14
		SP:Iteration 8Q (28487.350000 sec): 3 clusters
  Score: Raw -280485.651860 + Penalty 3634.253153 = -276851.398707
  nChanged 13
		SP:Iteration 9Q (28487.500000 sec): 3 clusters
  Score: Raw -280496.909592 + Penalty 3634.253153 = -276862.656439
  nChanged 17
		SP:Iteration 10Q (28487.680000 sec): 3 clusters
  Score: Raw -280511.250360 + Penalty 3634.253153 = -276876.997207
  nChanged 9
		SP:Iteration 11Q (28487.850000 sec): 3 clusters
  Score: Raw -280516.525787 + Penalty 3634.253153 = -276882.272634
  nChanged 4
		SP:Iteration 12Q (28488.000000 sec): 3 clusters
  Score: Raw -280520.803870 + Penalty 3634.253153 = -276886.550717
  nChanged 3
		SP:Iteration 13Q (28488.190000 sec): 3 clusters
  Score: Raw -280522.061558 + Penalty 3634.253153 = -276887.808405
  nChanged 2
		SP:Iteration 14Q (28488.370000 sec): 3 clusters
  Score: Raw -280522.692851 + Penalty 3634.253153 = -276888.439698
  nChanged 3
		SP:Iteration 15Q (28488.480000 sec): 3 clusters
  Score: Raw -280524.352034 + Penalty 3634.253153 = -276890.098881
  nChanged 0
		SP:Iteration 16F (28488.660000 sec): 3 clusters
  Score: Raw -280524.352034 + Penalty 3634.253153 = -276890.098881
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28488.710000 sec): 2 clusters
  Score: Raw -27686.925861 + Penalty 1372.280593 = -26314.645267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28488.880000 sec): 3 clusters
  Score: Raw -27905.469935 + Penalty 2744.561186 = -25160.908749
  nChanged 33
		SP:Iteration 1F (28489.050000 sec): 3 clusters
  Score: Raw -28026.948609 + Penalty 2744.561186 = -25282.387422
  nChanged 7
		SP:Iteration 2Q (28489.160000 sec): 3 clusters
  Score: Raw -28066.953874 + Penalty 2744.561186 = -25322.392688
  nChanged 3
		SP:Iteration 3Q (28489.340000 sec): 3 clusters
  Score: Raw -28101.188579 + Penalty 2744.561186 = -25356.627392
  nChanged 3
		SP:Iteration 4Q (28489.540000 sec): 3 clusters
  Score: Raw -28119.123050 + Penalty 2744.561186 = -25374.561863
  nChanged 2
		SP:Iteration 5Q (28489.670000 sec): 3 clusters
  Score: Raw -28125.653270 + Penalty 2744.561186 = -25381.092084
  nChanged 3
		SP:Iteration 6Q (28489.890000 sec): 3 clusters
  Score: Raw -28143.746119 + Penalty 2744.561186 = -25399.184933
  nChanged 1
		SP:Iteration 7Q (28490.010000 sec): 3 clusters
  Score: Raw -28148.001489 + Penalty 2744.561186 = -25403.440303
  nChanged 0
		SP:Iteration 8F (28490.180000 sec): 3 clusters
  Score: Raw -28148.001489 + Penalty 2744.561186 = -25403.440303
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28490.250000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28490.410000 sec): 3 clusters
  Score: Raw -218598.572022 + Penalty 3502.847050 = -215095.724973
  nChanged 322
		SP:Iteration 1F (28490.600000 sec): 3 clusters
  Score: Raw -218942.031917 + Penalty 3502.847050 = -215439.184868
  nChanged 91
		SP:Iteration 2F (28490.770000 sec): 3 clusters
  Score: Raw -219073.034628 + Penalty 3502.847050 = -215570.187579
  nChanged 52
		SP:Iteration 3Q (28490.910000 sec): 3 clusters
  Score: Raw -219163.073701 + Penalty 3502.847050 = -215660.226652
  nChanged 50
		SP:Iteration 4Q (28491.150000 sec): 3 clusters
  Score: Raw -219230.288865 + Penalty 3502.847050 = -215727.441816
  nChanged 38
		SP:Iteration 5Q (28491.300000 sec): 3 clusters
  Score: Raw -219314.014002 + Penalty 3502.847050 = -215811.166952
  nChanged 36
		SP:Iteration 6Q (28491.520000 sec): 3 clusters
  Score: Raw -219404.586752 + Penalty 3502.847050 = -215901.739702
  nChanged 40
		SP:Iteration 7Q (28491.640000 sec): 3 clusters
  Score: Raw -219461.519455 + Penalty 3502.847050 = -215958.672406
  nChanged 28
		SP:Iteration 8Q (28491.810000 sec): 3 clusters
  Score: Raw -219510.934566 + Penalty 3502.847050 = -216008.087516
  nChanged 27
		SP:Iteration 9Q (28491.940000 sec): 3 clusters
  Score: Raw -219569.465293 + Penalty 3502.847050 = -216066.618244
  nChanged 26
		SP:Iteration 10Q (28492.130000 sec): 3 clusters
  Score: Raw -219612.297099 + Penalty 3502.847050 = -216109.450049
  nChanged 22
		SP:Iteration 11Q (28492.290000 sec): 3 clusters
  Score: Raw -219639.518040 + Penalty 3502.847050 = -216136.670991
  nChanged 16
		SP:Iteration 12Q (28492.470000 sec): 3 clusters
  Score: Raw -219662.824775 + Penalty 3502.847050 = -216159.977725
  nChanged 13
		SP:Iteration 13Q (28492.590000 sec): 3 clusters
  Score: Raw -219688.282278 + Penalty 3502.847050 = -216185.435228
  nChanged 17
		SP:Iteration 14Q (28492.780000 sec): 3 clusters
  Score: Raw -219714.717562 + Penalty 3502.847050 = -216211.870513
  nChanged 7
		SP:Iteration 15Q (28492.950000 sec): 3 clusters
  Score: Raw -219728.684090 + Penalty 3502.847050 = -216225.837040
  nChanged 8
		SP:Iteration 16Q (28493.120000 sec): 3 clusters
  Score: Raw -219746.413266 + Penalty 3502.847050 = -216243.566216
  nChanged 13
		SP:Iteration 17Q (28493.240000 sec): 3 clusters
  Score: Raw -219765.357804 + Penalty 3502.847050 = -216262.510754
  nChanged 4
		SP:Iteration 18Q (28493.420000 sec): 3 clusters
  Score: Raw -219771.640372 + Penalty 3502.847050 = -216268.793323
  nChanged 3
		SP:Iteration 19Q (28493.600000 sec): 3 clusters
  Score: Raw -219775.352354 + Penalty 3502.847050 = -216272.505304
  nChanged 1
		SP:Iteration 20F (28493.780000 sec): 3 clusters
  Score: Raw -219776.652946 + Penalty 3502.847050 = -216273.805897
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28493.850000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28494.040000 sec): 3 clusters
  Score: Raw -37315.728432 + Penalty 2681.957199 = -34633.771233
  nChanged 17
		SP:Iteration 1F (28494.220000 sec): 3 clusters
  Score: Raw -37391.239490 + Penalty 2681.957199 = -34709.282291
  nChanged 5
		SP:Iteration 2Q (28494.350000 sec): 3 clusters
  Score: Raw -37410.763875 + Penalty 2681.957199 = -34728.806676
  nChanged 3
		SP:Iteration 3Q (28494.520000 sec): 3 clusters
  Score: Raw -37423.835092 + Penalty 2681.957199 = -34741.877893
  nChanged 0
		SP:Iteration 4F (28494.690000 sec): 3 clusters
  Score: Raw -37423.835092 + Penalty 2681.957199 = -34741.877893
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28494.780000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28494.930000 sec): 3 clusters
  Score: Raw -33610.741260 + Penalty 2652.165335 = -30958.575925
  nChanged 14
		SP:Iteration 1F (28495.100000 sec): 3 clusters
  Score: Raw -33694.802405 + Penalty 2652.165335 = -31042.637070
  nChanged 7
		SP:Iteration 2Q (28495.270000 sec): 3 clusters
  Score: Raw -33763.363667 + Penalty 2652.165335 = -31111.198332
  nChanged 6
		SP:Iteration 3Q (28495.430000 sec): 3 clusters
  Score: Raw -33857.076253 + Penalty 2652.165335 = -31204.910917
  nChanged 4
		SP:Iteration 4Q (28495.610000 sec): 3 clusters
  Score: Raw -33953.002478 + Penalty 2652.165335 = -31300.837143
  nChanged 0
		SP:Iteration 5F (28495.780000 sec): 3 clusters
  Score: Raw -33953.002478 + Penalty 2652.165335 = -31300.837143
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28495.860000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28496.040000 sec): 3 clusters
  Score: Raw -35867.022148 + Penalty 2707.954415 = -33159.067733
  nChanged 26
		SP:Iteration 1F (28496.210000 sec): 3 clusters
  Score: Raw -36030.407923 + Penalty 2707.954415 = -33322.453508
  nChanged 10
		SP:Iteration 2Q (28496.390000 sec): 3 clusters
  Score: Raw -36108.029555 + Penalty 2707.954415 = -33400.075140
  nChanged 3
		SP:Iteration 3Q (28496.570000 sec): 3 clusters
  Score: Raw -36149.751391 + Penalty 2707.954415 = -33441.796976
  nChanged 2
		SP:Iteration 4Q (28496.750000 sec): 3 clusters
  Score: Raw -36156.771008 + Penalty 2707.954415 = -33448.816593
  nChanged 0
		SP:Iteration 5F (28496.880000 sec): 3 clusters
  Score: Raw -36156.771008 + Penalty 2707.954415 = -33448.816593
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28497.040000 sec): 2 clusters
  Score: Raw -2515304.849951 + Penalty 2359.836401 = -2512945.013550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28497.340000 sec): 3 clusters
  Score: Raw -2507767.312689 + Penalty 4719.672802 = -2503047.639887
  nChanged 5657
		SP:Iteration 1F (28497.640000 sec): 3 clusters
  Score: Raw -2510717.872876 + Penalty 4719.672802 = -2505998.200074
  nChanged 877
		SP:Iteration 2F (28497.890000 sec): 3 clusters
  Score: Raw -2511120.647220 + Penalty 4719.672802 = -2506400.974418
  nChanged 697
		SP:Iteration 3F (28498.150000 sec): 3 clusters
  Score: Raw -2511436.640770 + Penalty 4719.672802 = -2506716.967968
  nChanged 626
		SP:Iteration 4Q (28498.470000 sec): 3 clusters
  Score: Raw -2511740.091686 + Penalty 4719.672802 = -2507020.418885
  nChanged 609
		SP:Iteration 5Q (28498.710000 sec): 3 clusters
  Score: Raw -2512047.879543 + Penalty 4719.672802 = -2507328.206742
  nChanged 636
		SP:Iteration 6Q (28499.010000 sec): 3 clusters
  Score: Raw -2512410.942121 + Penalty 4719.672802 = -2507691.269320
  nChanged 692
		SP:Iteration 7F (28499.240000 sec): 3 clusters
  Score: Raw -2512858.501210 + Penalty 4719.672802 = -2508138.828408
  nChanged 726
		SP:Iteration 8F (28499.460000 sec): 3 clusters
  Score: Raw -2513403.570412 + Penalty 4719.672802 = -2508683.897610
  nChanged 710
		SP:Iteration 9F (28499.670000 sec): 3 clusters
  Score: Raw -2513981.363325 + Penalty 4719.672802 = -2509261.690523
  nChanged 588
		SP:Iteration 10Q (28499.920000 sec): 3 clusters
  Score: Raw -2514473.811170 + Penalty 4719.672802 = -2509754.138368
  nChanged 433
		SP:Iteration 11Q (28500.180000 sec): 3 clusters
  Score: Raw -2514853.193242 + Penalty 4719.672802 = -2510133.520441
  nChanged 287
		SP:Iteration 12Q (28500.410000 sec): 3 clusters
  Score: Raw -2515120.539507 + Penalty 4719.672802 = -2510400.866706
  nChanged 185
		SP:Iteration 13Q (28500.640000 sec): 3 clusters
  Score: Raw -2515294.690841 + Penalty 4719.672802 = -2510575.018039
  nChanged 96
		SP:Iteration 14Q (28500.910000 sec): 3 clusters
  Score: Raw -2515386.509425 + Penalty 4719.672802 = -2510666.836624
  nChanged 53
		SP:Iteration 15Q (28501.160000 sec): 3 clusters
  Score: Raw -2515447.909457 + Penalty 4719.672802 = -2510728.236656
  nChanged 53
		SP:Iteration 16Q (28501.400000 sec): 3 clusters
  Score: Raw -2515501.133077 + Penalty 4719.672802 = -2510781.460276
  nChanged 26
		SP:Iteration 17Q (28501.610000 sec): 3 clusters
  Score: Raw -2515525.585424 + Penalty 4719.672802 = -2510805.912622
  nChanged 17
		SP:Iteration 18Q (28501.860000 sec): 3 clusters
  Score: Raw -2515542.125570 + Penalty 4719.672802 = -2510822.452769
  nChanged 10
		SP:Iteration 19Q (28502.080000 sec): 3 clusters
  Score: Raw -2515556.398386 + Penalty 4719.672802 = -2510836.725584
  nChanged 10
		SP:Iteration 20F (28502.320000 sec): 3 clusters
  Score: Raw -2515571.455326 + Penalty 4719.672802 = -2510851.782525
  nChanged 10
		SP:Iteration 21Q (28502.560000 sec): 3 clusters
  Score: Raw -2515581.986713 + Penalty 4719.672802 = -2510862.313911
  nChanged 8
		SP:Iteration 22Q (28502.750000 sec): 3 clusters
  Score: Raw -2515589.274083 + Penalty 4719.672802 = -2510869.601282
  nChanged 1
		SP:Iteration 23Q (28503.060000 sec): 3 clusters
  Score: Raw -2515589.775453 + Penalty 4719.672802 = -2510870.102651
  nChanged 0
		SP:Iteration 24F (28503.260000 sec): 3 clusters
  Score: Raw -2515589.775453 + Penalty 4719.672802 = -2510870.102651
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28504.390000 sec): 2 clusters
  Score: Raw -37599903.425725 + Penalty 3039.339389 = -37596864.086336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28505.660000 sec): 3 clusters
  Score: Raw -37462192.258759 + Penalty 6078.678777 = -37456113.579982
  nChanged 100930
		SP:Iteration 1F (28506.960000 sec): 3 clusters
  Score: Raw -37521195.682082 + Penalty 6078.678777 = -37515117.003305
  nChanged 5159
		SP:Iteration 2Q (28508.580000 sec): 3 clusters
  Score: Raw -37522153.163586 + Penalty 6078.678777 = -37516074.484809
  nChanged 5498
		SP:Iteration 3Q (28510.190000 sec): 3 clusters
  Score: Raw -37523272.485336 + Penalty 6078.678777 = -37517193.806559
  nChanged 6029
		SP:Iteration 4Q (28511.860000 sec): 3 clusters
  Score: Raw -37524676.213736 + Penalty 6078.678777 = -37518597.534959
  nChanged 6904
		SP:Iteration 5Q (28513.550000 sec): 3 clusters
  Score: Raw -37526568.757169 + Penalty 6078.678777 = -37520490.078392
  nChanged 8085
		SP:Iteration 6Q (28515.190000 sec): 3 clusters
  Score: Raw -37529181.590077 + Penalty 6078.678777 = -37523102.911300
  nChanged 9390
		SP:Iteration 7Q (28516.920000 sec): 3 clusters
  Score: Raw -37532795.401067 + Penalty 6078.678777 = -37526716.722290
  nChanged 10820
		SP:Iteration 8F (28518.500000 sec): 3 clusters
  Score: Raw -37537704.218785 + Penalty 6078.678777 = -37531625.540008
  nChanged 11988
		SP:Iteration 9F (28520.200000 sec): 3 clusters
  Score: Raw -37543952.956839 + Penalty 6078.678777 = -37537874.278062
  nChanged 12703
		SP:Iteration 10F (28521.800000 sec): 3 clusters
  Score: Raw -37551560.895333 + Penalty 6078.678777 = -37545482.216556
  nChanged 12733
		SP:Iteration 11F (28523.290000 sec): 3 clusters
  Score: Raw -37560095.233410 + Penalty 6078.678777 = -37554016.554633
  nChanged 11997
		SP:Iteration 12F (28524.920000 sec): 3 clusters
  Score: Raw -37569002.275978 + Penalty 6078.678777 = -37562923.597201
  nChanged 10651
		SP:Iteration 13F (28526.490000 sec): 3 clusters
  Score: Raw -37577427.397129 + Penalty 6078.678777 = -37571348.718351
  nChanged 8362
		SP:Iteration 14Q (28528.200000 sec): 3 clusters
  Score: Raw -37584169.361687 + Penalty 6078.678777 = -37578090.682910
  nChanged 6188
		SP:Iteration 15Q (28529.730000 sec): 3 clusters
  Score: Raw -37589169.697780 + Penalty 6078.678777 = -37583091.019003
  nChanged 4456
		SP:Iteration 16Q (28531.280000 sec): 3 clusters
  Score: Raw -37592690.052586 + Penalty 6078.678777 = -37586611.373809
  nChanged 3136
		SP:Iteration 17Q (28532.840000 sec): 3 clusters
  Score: Raw -37595085.474093 + Penalty 6078.678777 = -37589006.795316
  nChanged 2256
		SP:Iteration 18Q (28534.460000 sec): 3 clusters
  Score: Raw -37596785.083471 + Penalty 6078.678777 = -37590706.404694
  nChanged 1593
		SP:Iteration 19Q (28536.000000 sec): 3 clusters
  Score: Raw -37597934.441967 + Penalty 6078.678777 = -37591855.763190
  nChanged 1088
		SP:Iteration 20F (28537.570000 sec): 3 clusters
  Score: Raw -37598732.518268 + Penalty 6078.678777 = -37592653.839491
  nChanged 740
		SP:Iteration 21Q (28539.020000 sec): 3 clusters
  Score: Raw -37599281.225459 + Penalty 6078.678777 = -37593202.546682
  nChanged 460
		SP:Iteration 22Q (28540.380000 sec): 3 clusters
  Score: Raw -37599611.939735 + Penalty 6078.678777 = -37593533.260958
  nChanged 309
		SP:Iteration 23Q (28541.750000 sec): 3 clusters
  Score: Raw -37599836.314487 + Penalty 6078.678777 = -37593757.635710
  nChanged 187
		SP:Iteration 24Q (28543.180000 sec): 3 clusters
  Score: Raw -37599966.046822 + Penalty 6078.678777 = -37593887.368045
  nChanged 113
		SP:Iteration 25Q (28544.490000 sec): 3 clusters
  Score: Raw -37600045.694573 + Penalty 6078.678777 = -37593967.015795
  nChanged 78
		SP:Iteration 26Q (28545.990000 sec): 3 clusters
  Score: Raw -37600096.671690 + Penalty 6078.678777 = -37594017.992913
  nChanged 66
		SP:Iteration 27Q (28547.570000 sec): 3 clusters
  Score: Raw -37600142.710858 + Penalty 6078.678777 = -37594064.032081
  nChanged 40
		SP:Iteration 28Q (28549.090000 sec): 3 clusters
  Score: Raw -37600171.597187 + Penalty 6078.678777 = -37594092.918410
  nChanged 27
		SP:Iteration 29Q (28550.580000 sec): 3 clusters
  Score: Raw -37600187.222335 + Penalty 6078.678777 = -37594108.543558
  nChanged 15
		SP:Iteration 30Q (28552.090000 sec): 3 clusters
  Score: Raw -37600196.417544 + Penalty 6078.678777 = -37594117.738767
  nChanged 9
		SP:Iteration 31Q (28553.590000 sec): 3 clusters
  Score: Raw -37600201.773711 + Penalty 6078.678777 = -37594123.094934
  nChanged 9
		SP:Iteration 32Q (28555.290000 sec): 3 clusters
  Score: Raw -37600206.614613 + Penalty 6078.678777 = -37594127.935836
  nChanged 12
		SP:Iteration 33Q (28556.580000 sec): 3 clusters
  Score: Raw -37600213.241805 + Penalty 6078.678777 = -37594134.563028
  nChanged 9
		SP:Iteration 34Q (28558.000000 sec): 3 clusters
  Score: Raw -37600217.965213 + Penalty 6078.678777 = -37594139.286436
  nChanged 9
		SP:Iteration 35Q (28559.390000 sec): 3 clusters
  Score: Raw -37600224.224197 + Penalty 6078.678777 = -37594145.545420
  nChanged 10
		SP:Iteration 36Q (28560.870000 sec): 3 clusters
  Score: Raw -37600229.807955 + Penalty 6078.678777 = -37594151.129177
  nChanged 7
		SP:Iteration 37Q (28562.290000 sec): 3 clusters
  Score: Raw -37600233.391973 + Penalty 6078.678777 = -37594154.713196
  nChanged 6
		SP:Iteration 38Q (28563.660000 sec): 3 clusters
  Score: Raw -37600236.781168 + Penalty 6078.678777 = -37594158.102391
  nChanged 1
		SP:Iteration 39Q (28565.090000 sec): 3 clusters
  Score: Raw -37600237.319014 + Penalty 6078.678777 = -37594158.640237
  nChanged 0
		SP:Iteration 40F (28566.680000 sec): 3 clusters
  Score: Raw -37600237.319014 + Penalty 6078.678777 = -37594158.640237
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28566.950000 sec): 2 clusters
  Score: Raw -3607421.499270 + Penalty 2468.176683 = -3604953.322587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28567.200000 sec): 3 clusters
  Score: Raw -3595108.766295 + Penalty 4936.353366 = -3590172.412929
  nChanged 9324
		SP:Iteration 1F (28567.490000 sec): 3 clusters
  Score: Raw -3600300.532621 + Penalty 4936.353366 = -3595364.179255
  nChanged 1336
		SP:Iteration 2F (28567.810000 sec): 3 clusters
  Score: Raw -3601125.410649 + Penalty 4936.353366 = -3596189.057283
  nChanged 1455
		SP:Iteration 3F (28568.080000 sec): 3 clusters
  Score: Raw -3602210.145053 + Penalty 4936.353366 = -3597273.791687
  nChanged 1534
		SP:Iteration 4F (28568.370000 sec): 3 clusters
  Score: Raw -3603544.307564 + Penalty 4936.353366 = -3598607.954198
  nChanged 1555
		SP:Iteration 5F (28568.700000 sec): 3 clusters
  Score: Raw -3604853.959175 + Penalty 4936.353366 = -3599917.605809
  nChanged 1376
		SP:Iteration 6F (28568.980000 sec): 3 clusters
  Score: Raw -3606059.448244 + Penalty 4936.353366 = -3601123.094878
  nChanged 1264
		SP:Iteration 7F (28569.290000 sec): 3 clusters
  Score: Raw -3607139.070962 + Penalty 4936.353366 = -3602202.717596
  nChanged 1056
		SP:Iteration 8F (28569.560000 sec): 3 clusters
  Score: Raw -3607955.789158 + Penalty 4936.353366 = -3603019.435792
  nChanged 878
		SP:Iteration 9Q (28569.790000 sec): 3 clusters
  Score: Raw -3608594.787614 + Penalty 4936.353366 = -3603658.434248
  nChanged 661
		SP:Iteration 10Q (28570.150000 sec): 3 clusters
  Score: Raw -3609030.759514 + Penalty 4936.353366 = -3604094.406148
  nChanged 476
		SP:Iteration 11Q (28570.450000 sec): 3 clusters
  Score: Raw -3609244.586991 + Penalty 4936.353366 = -3604308.233625
  nChanged 309
		SP:Iteration 12Q (28570.710000 sec): 3 clusters
  Score: Raw -3609360.800241 + Penalty 4936.353366 = -3604424.446875
  nChanged 215
		SP:Iteration 13Q (28570.980000 sec): 3 clusters
  Score: Raw -3609420.109673 + Penalty 4936.353366 = -3604483.756307
  nChanged 168
		SP:Iteration 14Q (28571.280000 sec): 3 clusters
  Score: Raw -3609462.974781 + Penalty 4936.353366 = -3604526.621415
  nChanged 135
		SP:Iteration 15Q (28571.620000 sec): 3 clusters
  Score: Raw -3609494.617271 + Penalty 4936.353366 = -3604558.263905
  nChanged 121
		SP:Iteration 16Q (28571.890000 sec): 3 clusters
  Score: Raw -3609519.536300 + Penalty 4936.353366 = -3604583.182934
  nChanged 107
		SP:Iteration 17Q (28572.230000 sec): 3 clusters
  Score: Raw -3609536.584936 + Penalty 4936.353366 = -3604600.231570
  nChanged 82
		SP:Iteration 18Q (28572.510000 sec): 3 clusters
  Score: Raw -3609549.734468 + Penalty 4936.353366 = -3604613.381102
  nChanged 66
		SP:Iteration 19Q (28572.790000 sec): 3 clusters
  Score: Raw -3609558.723943 + Penalty 4936.353366 = -3604622.370577
  nChanged 49
		SP:Iteration 20F (28573.040000 sec): 3 clusters
  Score: Raw -3609565.335373 + Penalty 4936.353366 = -3604628.982007
  nChanged 44
		SP:Iteration 21Q (28573.360000 sec): 3 clusters
  Score: Raw -3609570.829536 + Penalty 4936.353366 = -3604634.476170
  nChanged 47
		SP:Iteration 22Q (28573.630000 sec): 3 clusters
  Score: Raw -3609576.359255 + Penalty 4936.353366 = -3604640.005889
  nChanged 35
		SP:Iteration 23Q (28573.910000 sec): 3 clusters
  Score: Raw -3609580.294739 + Penalty 4936.353366 = -3604643.941373
  nChanged 30
		SP:Iteration 24Q (28574.210000 sec): 3 clusters
  Score: Raw -3609583.370033 + Penalty 4936.353366 = -3604647.016667
  nChanged 24
		SP:Iteration 25Q (28574.520000 sec): 3 clusters
  Score: Raw -3609585.662726 + Penalty 4936.353366 = -3604649.309360
  nChanged 25
		SP:Iteration 26Q (28574.780000 sec): 3 clusters
  Score: Raw -3609588.051551 + Penalty 4936.353366 = -3604651.698185
  nChanged 24
		SP:Iteration 27Q (28575.110000 sec): 3 clusters
  Score: Raw -3609590.732572 + Penalty 4936.353366 = -3604654.379206
  nChanged 27
		SP:Iteration 28Q (28575.390000 sec): 3 clusters
  Score: Raw -3609593.201775 + Penalty 4936.353366 = -3604656.848409
  nChanged 17
		SP:Iteration 29Q (28575.700000 sec): 3 clusters
  Score: Raw -3609594.663783 + Penalty 4936.353366 = -3604658.310417
  nChanged 16
		SP:Iteration 30Q (28575.970000 sec): 3 clusters
  Score: Raw -3609596.327846 + Penalty 4936.353366 = -3604659.974480
  nChanged 16
		SP:Iteration 31Q (28576.260000 sec): 3 clusters
  Score: Raw -3609597.780254 + Penalty 4936.353366 = -3604661.426888
  nChanged 18
		SP:Iteration 32Q (28576.560000 sec): 3 clusters
  Score: Raw -3609599.187693 + Penalty 4936.353366 = -3604662.834328
  nChanged 19
		SP:Iteration 33Q (28576.900000 sec): 3 clusters
  Score: Raw -3609600.492196 + Penalty 4936.353366 = -3604664.138830
  nChanged 11
		SP:Iteration 34Q (28577.200000 sec): 3 clusters
  Score: Raw -3609601.381947 + Penalty 4936.353366 = -3604665.028581
  nChanged 11
		SP:Iteration 35Q (28577.470000 sec): 3 clusters
  Score: Raw -3609602.259884 + Penalty 4936.353366 = -3604665.906518
  nChanged 12
		SP:Iteration 36Q (28577.760000 sec): 3 clusters
  Score: Raw -3609603.262483 + Penalty 4936.353366 = -3604666.909117
  nChanged 7
		SP:Iteration 37Q (28578.120000 sec): 3 clusters
  Score: Raw -3609603.645478 + Penalty 4936.353366 = -3604667.292112
  nChanged 7
		SP:Iteration 38Q (28578.470000 sec): 3 clusters
  Score: Raw -3609604.057146 + Penalty 4936.353366 = -3604667.703780
  nChanged 8
		SP:Iteration 39Q (28578.800000 sec): 3 clusters
  Score: Raw -3609604.645173 + Penalty 4936.353366 = -3604668.291807
  nChanged 5
		SP:Iteration 40F (28579.090000 sec): 3 clusters
  Score: Raw -3609605.069425 + Penalty 4936.353366 = -3604668.716059
  nChanged 6
		SP:Iteration 41Q (28579.360000 sec): 3 clusters
  Score: Raw -3609605.527884 + Penalty 4936.353366 = -3604669.174518
  nChanged 4
		SP:Iteration 42Q (28579.680000 sec): 3 clusters
  Score: Raw -3609605.918330 + Penalty 4936.353366 = -3604669.564964
  nChanged 2
		SP:Iteration 43Q (28579.930000 sec): 3 clusters
  Score: Raw -3609606.039303 + Penalty 4936.353366 = -3604669.685937
  nChanged 2
		SP:Iteration 44Q (28580.240000 sec): 3 clusters
  Score: Raw -3609606.305364 + Penalty 4936.353366 = -3604669.951998
  nChanged 3
		SP:Iteration 45Q (28580.480000 sec): 3 clusters
  Score: Raw -3609606.509442 + Penalty 4936.353366 = -3604670.156076
  nChanged 3
		SP:Iteration 46Q (28580.810000 sec): 3 clusters
  Score: Raw -3609606.756624 + Penalty 4936.353366 = -3604670.403258
  nChanged 2
		SP:Iteration 47Q (28581.110000 sec): 3 clusters
  Score: Raw -3609606.915834 + Penalty 4936.353366 = -3604670.562468
  nChanged 1
		SP:Iteration 48Q (28581.440000 sec): 3 clusters
  Score: Raw -3609606.952706 + Penalty 4936.353366 = -3604670.599340
  nChanged 1
		SP:Iteration 49Q (28581.710000 sec): 3 clusters
  Score: Raw -3609606.987781 + Penalty 4936.353366 = -3604670.634415
  nChanged 2
		SP:Iteration 50Q (28582.020000 sec): 3 clusters
  Score: Raw -3609607.117802 + Penalty 4936.353366 = -3604670.764436
  nChanged 3
		SP:Iteration 51Q (28582.290000 sec): 3 clusters
  Score: Raw -3609607.275217 + Penalty 4936.353366 = -3604670.921851
  nChanged 5
		SP:Iteration 52Q (28582.640000 sec): 3 clusters
  Score: Raw -3609607.621556 + Penalty 4936.353366 = -3604671.268190
  nChanged 4
		SP:Iteration 53Q (28582.950000 sec): 3 clusters
  Score: Raw -3609607.897926 + Penalty 4936.353366 = -3604671.544560
  nChanged 3
		SP:Iteration 54Q (28583.260000 sec): 3 clusters
  Score: Raw -3609608.243185 + Penalty 4936.353366 = -3604671.889819
  nChanged 5
		SP:Iteration 55Q (28583.560000 sec): 3 clusters
  Score: Raw -3609608.735261 + Penalty 4936.353366 = -3604672.381895
  nChanged 6
		SP:Iteration 56Q (28583.880000 sec): 3 clusters
  Score: Raw -3609609.177693 + Penalty 4936.353366 = -3604672.824327
  nChanged 5
		SP:Iteration 57Q (28584.150000 sec): 3 clusters
  Score: Raw -3609609.537077 + Penalty 4936.353366 = -3604673.183711
  nChanged 7
		SP:Iteration 58Q (28584.530000 sec): 3 clusters
  Score: Raw -3609610.087944 + Penalty 4936.353366 = -3604673.734578
  nChanged 7
		SP:Iteration 59Q (28584.840000 sec): 3 clusters
  Score: Raw -3609610.669506 + Penalty 4936.353366 = -3604674.316140
  nChanged 6
		SP:Iteration 60F (28585.170000 sec): 3 clusters
  Score: Raw -3609611.097290 + Penalty 4936.353366 = -3604674.743924
  nChanged 3
		SP:Iteration 61Q (28585.450000 sec): 3 clusters
  Score: Raw -3609611.300161 + Penalty 4936.353366 = -3604674.946795
  nChanged 1
		SP:Iteration 62Q (28585.840000 sec): 3 clusters
  Score: Raw -3609611.335447 + Penalty 4936.353366 = -3604674.982081
  nChanged 0
		SP:Iteration 63F (28586.140000 sec): 3 clusters
  Score: Raw -3609611.335447 + Penalty 4936.353366 = -3604674.982081
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28586.740000 sec): 2 clusters
  Score: Raw -17097620.247183 + Penalty 2845.050659 = -17094775.196525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28587.640000 sec): 3 clusters
  Score: Raw -17036152.619201 + Penalty 5690.101317 = -17030462.517883
  nChanged 45382
		SP:Iteration 1F (28588.570000 sec): 3 clusters
  Score: Raw -17062062.535199 + Penalty 5690.101317 = -17056372.433882
  nChanged 3550
		SP:Iteration 2Q (28589.380000 sec): 3 clusters
  Score: Raw -17063108.711403 + Penalty 5690.101317 = -17057418.610086
  nChanged 4114
		SP:Iteration 3Q (28590.360000 sec): 3 clusters
  Score: Raw -17064666.993239 + Penalty 5690.101317 = -17058976.891922
  nChanged 5209
		SP:Iteration 4F (28591.250000 sec): 3 clusters
  Score: Raw -17067267.503195 + Penalty 5690.101317 = -17061577.401878
  nChanged 6556
		SP:Iteration 5F (28592.030000 sec): 3 clusters
  Score: Raw -17071608.909872 + Penalty 5690.101317 = -17065918.808555
  nChanged 7804
		SP:Iteration 6F (28592.910000 sec): 3 clusters
  Score: Raw -17077914.534192 + Penalty 5690.101317 = -17072224.432874
  nChanged 7772
		SP:Iteration 7F (28593.640000 sec): 3 clusters
  Score: Raw -17084952.391134 + Penalty 5690.101317 = -17079262.289817
  nChanged 6285
		SP:Iteration 8F (28594.380000 sec): 3 clusters
  Score: Raw -17090957.498037 + Penalty 5690.101317 = -17085267.396720
  nChanged 4041
		SP:Iteration 9Q (28595.190000 sec): 3 clusters
  Score: Raw -17094793.319485 + Penalty 5690.101317 = -17089103.218168
  nChanged 2006
		SP:Iteration 10Q (28596.030000 sec): 3 clusters
  Score: Raw -17096682.054909 + Penalty 5690.101317 = -17090991.953591
  nChanged 798
		SP:Iteration 11Q (28596.750000 sec): 3 clusters
  Score: Raw -17097444.355681 + Penalty 5690.101317 = -17091754.254364
  nChanged 253
		SP:Iteration 12Q (28597.440000 sec): 3 clusters
  Score: Raw -17097705.986212 + Penalty 5690.101317 = -17092015.884894
  nChanged 90
		SP:Iteration 13Q (28598.150000 sec): 3 clusters
  Score: Raw -17097818.882037 + Penalty 5690.101317 = -17092128.780720
  nChanged 38
		SP:Iteration 14Q (28598.820000 sec): 3 clusters
  Score: Raw -17097871.973236 + Penalty 5690.101317 = -17092181.871918
  nChanged 26
		SP:Iteration 15Q (28599.500000 sec): 3 clusters
  Score: Raw -17097899.875272 + Penalty 5690.101317 = -17092209.773955
  nChanged 14
		SP:Iteration 16Q (28600.230000 sec): 3 clusters
  Score: Raw -17097920.683454 + Penalty 5690.101317 = -17092230.582137
  nChanged 13
		SP:Iteration 17Q (28600.950000 sec): 3 clusters
  Score: Raw -17097935.964018 + Penalty 5690.101317 = -17092245.862700
  nChanged 9
		SP:Iteration 18Q (28601.640000 sec): 3 clusters
  Score: Raw -17097945.038139 + Penalty 5690.101317 = -17092254.936821
  nChanged 6
		SP:Iteration 19Q (28602.320000 sec): 3 clusters
  Score: Raw -17097951.795389 + Penalty 5690.101317 = -17092261.694071
  nChanged 6
		SP:Iteration 20F (28603.140000 sec): 3 clusters
  Score: Raw -17097958.102469 + Penalty 5690.101317 = -17092268.001151
  nChanged 5
		SP:Iteration 21Q (28603.850000 sec): 3 clusters
  Score: Raw -17097963.385249 + Penalty 5690.101317 = -17092273.283931
  nChanged 6
		SP:Iteration 22Q (28604.500000 sec): 3 clusters
  Score: Raw -17097970.961604 + Penalty 5690.101317 = -17092280.860287
  nChanged 6
		SP:Iteration 23Q (28605.150000 sec): 3 clusters
  Score: Raw -17097978.387495 + Penalty 5690.101317 = -17092288.286178
  nChanged 4
		SP:Iteration 24Q (28605.840000 sec): 3 clusters
  Score: Raw -17097985.509152 + Penalty 5690.101317 = -17092295.407835
  nChanged 3
		SP:Iteration 25Q (28606.510000 sec): 3 clusters
  Score: Raw -17097988.677435 + Penalty 5690.101317 = -17092298.576117
  nChanged 2
		SP:Iteration 26Q (28607.190000 sec): 3 clusters
  Score: Raw -17097990.903136 + Penalty 5690.101317 = -17092300.801818
  nChanged 2
		SP:Iteration 27Q (28607.890000 sec): 3 clusters
  Score: Raw -17097992.912802 + Penalty 5690.101317 = -17092302.811484
  nChanged 2
		SP:Iteration 28Q (28608.600000 sec): 3 clusters
  Score: Raw -17097994.947656 + Penalty 5690.101317 = -17092304.846339
  nChanged 1
		SP:Iteration 29Q (28609.330000 sec): 3 clusters
  Score: Raw -17097995.831701 + Penalty 5690.101317 = -17092305.730384
  nChanged 1
		SP:Iteration 30Q (28610.100000 sec): 3 clusters
  Score: Raw -17097997.158718 + Penalty 5690.101317 = -17092307.057400
  nChanged 2
		SP:Iteration 31Q (28610.820000 sec): 3 clusters
  Score: Raw -17097999.031958 + Penalty 5690.101317 = -17092308.930641
  nChanged 1
		SP:Iteration 32Q (28611.510000 sec): 3 clusters
  Score: Raw -17097999.924724 + Penalty 5690.101317 = -17092309.823406
  nChanged 1
		SP:Iteration 33Q (28612.190000 sec): 3 clusters
  Score: Raw -17098001.362216 + Penalty 5690.101317 = -17092311.260898
  nChanged 0
		SP:Iteration 34F (28612.970000 sec): 3 clusters
  Score: Raw -17098001.362216 + Penalty 5690.101317 = -17092311.260898
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28613.050000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28613.190000 sec): 3 clusters
  Score: Raw -82565.017762 + Penalty 3110.410262 = -79454.607500
  nChanged 106
		SP:Iteration 1F (28613.290000 sec): 3 clusters
  Score: Raw -82820.162793 + Penalty 3110.410262 = -79709.752531
  nChanged 36
		SP:Iteration 2F (28613.390000 sec): 3 clusters
  Score: Raw -82909.681485 + Penalty 3110.410262 = -79799.271223
  nChanged 15
		SP:Iteration 3Q (28613.570000 sec): 3 clusters
  Score: Raw -82944.193276 + Penalty 3110.410262 = -79833.783014
  nChanged 4
		SP:Iteration 4Q (28613.740000 sec): 3 clusters
  Score: Raw -82949.237976 + Penalty 3110.410262 = -79838.827714
  nChanged 0
		SP:Iteration 5F (28613.870000 sec): 3 clusters
  Score: Raw -82949.237976 + Penalty 3110.410262 = -79838.827714
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28613.970000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28614.110000 sec): 3 clusters
  Score: Raw -34350.818676 + Penalty 2645.028521 = -31705.790154
  nChanged 18
		SP:Iteration 1F (28614.250000 sec): 3 clusters
  Score: Raw -34411.496100 + Penalty 2645.028521 = -31766.467579
  nChanged 3
		SP:Iteration 2Q (28614.450000 sec): 3 clusters
  Score: Raw -34427.891751 + Penalty 2645.028521 = -31782.863229
  nChanged 1
		SP:Iteration 3Q (28614.610000 sec): 3 clusters
  Score: Raw -34430.403512 + Penalty 2645.028521 = -31785.374990
  nChanged 0
		SP:Iteration 4F (28614.750000 sec): 3 clusters
  Score: Raw -34430.403512 + Penalty 2645.028521 = -31785.374990
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28614.790000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28614.880000 sec): 3 clusters
  Score: Raw -18313.679300 + Penalty 2331.438261 = -15982.241039
  nChanged 1
		SP:Iteration 1Q (28615.020000 sec): 3 clusters
  Score: Raw -18320.292925 + Penalty 2331.438261 = -15988.854664
  nChanged 0
		SP:Iteration 2F (28615.150000 sec): 3 clusters
  Score: Raw -18320.292925 + Penalty 2331.438261 = -15988.854664
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28615.200000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28615.340000 sec): 3 clusters
  Score: Raw -79098.280134 + Penalty 3061.163496 = -76037.116638
  nChanged 61
		SP:Iteration 1F (28615.500000 sec): 3 clusters
  Score: Raw -79212.243037 + Penalty 3061.163496 = -76151.079540
  nChanged 18
		SP:Iteration 2Q (28615.620000 sec): 3 clusters
  Score: Raw -79248.064887 + Penalty 3061.163496 = -76186.901391
  nChanged 6
		SP:Iteration 3Q (28615.760000 sec): 3 clusters
  Score: Raw -79258.721574 + Penalty 3061.163496 = -76197.558078
  nChanged 1
		SP:Iteration 4Q (28615.950000 sec): 3 clusters
  Score: Raw -79259.785535 + Penalty 3061.163496 = -76198.622039
  nChanged 1
		SP:Iteration 5Q (28616.120000 sec): 3 clusters
  Score: Raw -79262.036920 + Penalty 3061.163496 = -76200.873424
  nChanged 1
		SP:Iteration 6Q (28616.310000 sec): 3 clusters
  Score: Raw -79265.620915 + Penalty 3061.163496 = -76204.457418
  nChanged 2
		SP:Iteration 7Q (28616.470000 sec): 3 clusters
  Score: Raw -79269.306509 + Penalty 3061.163496 = -76208.143013
  nChanged 0
		SP:Iteration 8F (28616.610000 sec): 3 clusters
  Score: Raw -79269.306509 + Penalty 3061.163496 = -76208.143013
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28616.660000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28616.770000 sec): 3 clusters
  Score: Raw -132174.427144 + Penalty 3295.965121 = -128878.462023
  nChanged 181
		SP:Iteration 1F (28616.890000 sec): 3 clusters
  Score: Raw -132418.961691 + Penalty 3295.965121 = -129122.996570
  nChanged 43
		SP:Iteration 2F (28617.010000 sec): 3 clusters
  Score: Raw -132484.846250 + Penalty 3295.965121 = -129188.881129
  nChanged 21
		SP:Iteration 3Q (28617.180000 sec): 3 clusters
  Score: Raw -132519.819571 + Penalty 3295.965121 = -129223.854450
  nChanged 13
		SP:Iteration 4Q (28617.320000 sec): 3 clusters
  Score: Raw -132543.645898 + Penalty 3295.965121 = -129247.680777
  nChanged 9
		SP:Iteration 5Q (28617.450000 sec): 3 clusters
  Score: Raw -132560.091777 + Penalty 3295.965121 = -129264.126656
  nChanged 10
		SP:Iteration 6Q (28617.550000 sec): 3 clusters
  Score: Raw -132575.854156 + Penalty 3295.965121 = -129279.889035
  nChanged 7
		SP:Iteration 7Q (28617.690000 sec): 3 clusters
  Score: Raw -132583.271021 + Penalty 3295.965121 = -129287.305900
  nChanged 4
		SP:Iteration 8Q (28617.880000 sec): 3 clusters
  Score: Raw -132591.169291 + Penalty 3295.965121 = -129295.204170
  nChanged 5
		SP:Iteration 9Q (28618.010000 sec): 3 clusters
  Score: Raw -132597.382884 + Penalty 3295.965121 = -129301.417764
  nChanged 0
		SP:Iteration 10F (28618.140000 sec): 3 clusters
  Score: Raw -132597.382884 + Penalty 3295.965121 = -129301.417764
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28618.180000 sec): 2 clusters
  Score: Raw -20812.607742 + Penalty 1322.514261 = -19490.093481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28618.330000 sec): 3 clusters
  Score: Raw -21090.324830 + Penalty 2645.028521 = -18445.296308
  nChanged 35
		SP:Iteration 1F (28618.470000 sec): 3 clusters
  Score: Raw -21212.346544 + Penalty 2645.028521 = -18567.318023
  nChanged 6
		SP:Iteration 2Q (28618.560000 sec): 3 clusters
  Score: Raw -21241.902940 + Penalty 2645.028521 = -18596.874419
  nChanged 1
		SP:Iteration 3Q (28618.690000 sec): 3 clusters
  Score: Raw -21249.150029 + Penalty 2645.028521 = -18604.121507
  nChanged 2
		SP:Iteration 4Q (28618.820000 sec): 3 clusters
  Score: Raw -21256.974857 + Penalty 2645.028521 = -18611.946336
  nChanged 1
		SP:Iteration 5Q (28618.930000 sec): 3 clusters
  Score: Raw -21261.831926 + Penalty 2645.028521 = -18616.803405
  nChanged 0
		SP:Iteration 6F (28619.080000 sec): 3 clusters
  Score: Raw -21261.831926 + Penalty 2645.028521 = -18616.803405
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28619.130000 sec): 2 clusters
  Score: Raw -134555.925709 + Penalty 1644.736441 = -132911.189268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28619.290000 sec): 3 clusters
  Score: Raw -134447.646009 + Penalty 3289.472882 = -131158.173127
  nChanged 158
		SP:Iteration 1F (28619.450000 sec): 3 clusters
  Score: Raw -134658.104844 + Penalty 3289.472882 = -131368.631962
  nChanged 37
		SP:Iteration 2Q (28619.590000 sec): 3 clusters
  Score: Raw -134709.616888 + Penalty 3289.472882 = -131420.144007
  nChanged 15
		SP:Iteration 3Q (28619.720000 sec): 3 clusters
  Score: Raw -134725.385809 + Penalty 3289.472882 = -131435.912927
  nChanged 5
		SP:Iteration 4Q (28619.890000 sec): 3 clusters
  Score: Raw -134736.073101 + Penalty 3289.472882 = -131446.600220
  nChanged 5
		SP:Iteration 5Q (28620.060000 sec): 3 clusters
  Score: Raw -134742.188772 + Penalty 3289.472882 = -131452.715890
  nChanged 3
		SP:Iteration 6Q (28620.210000 sec): 3 clusters
  Score: Raw -134747.450030 + Penalty 3289.472882 = -131457.977148
  nChanged 1
		SP:Iteration 7Q (28620.380000 sec): 3 clusters
  Score: Raw -134748.949126 + Penalty 3289.472882 = -131459.476244
  nChanged 1
		SP:Iteration 8Q (28620.530000 sec): 3 clusters
  Score: Raw -134749.935463 + Penalty 3289.472882 = -131460.462582
  nChanged 0
		SP:Iteration 9F (28620.690000 sec): 3 clusters
  Score: Raw -134749.935463 + Penalty 3289.472882 = -131460.462582
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28620.780000 sec): 2 clusters
  Score: Raw -271524.512778 + Penalty 1824.040476 = -269700.472302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28620.950000 sec): 3 clusters
  Score: Raw -271058.841613 + Penalty 3648.080953 = -267410.760661
  nChanged 485
		SP:Iteration 1F (28621.110000 sec): 3 clusters
  Score: Raw -271550.682682 + Penalty 3648.080953 = -267902.601729
  nChanged 123
		SP:Iteration 2F (28621.280000 sec): 3 clusters
  Score: Raw -271709.562947 + Penalty 3648.080953 = -268061.481994
  nChanged 103
		SP:Iteration 3F (28621.460000 sec): 3 clusters
  Score: Raw -271829.547442 + Penalty 3648.080953 = -268181.466489
  nChanged 59
		SP:Iteration 4Q (28621.610000 sec): 3 clusters
  Score: Raw -271905.598797 + Penalty 3648.080953 = -268257.517844
  nChanged 36
		SP:Iteration 5Q (28621.790000 sec): 3 clusters
  Score: Raw -271947.070849 + Penalty 3648.080953 = -268298.989897
  nChanged 26
		SP:Iteration 6Q (28621.900000 sec): 3 clusters
  Score: Raw -271970.114090 + Penalty 3648.080953 = -268322.033137
  nChanged 15
		SP:Iteration 7Q (28621.990000 sec): 3 clusters
  Score: Raw -271985.652857 + Penalty 3648.080953 = -268337.571905
  nChanged 12
		SP:Iteration 8Q (28622.140000 sec): 3 clusters
  Score: Raw -271999.660003 + Penalty 3648.080953 = -268351.579050
  nChanged 9
		SP:Iteration 9Q (28622.290000 sec): 3 clusters
  Score: Raw -272007.681709 + Penalty 3648.080953 = -268359.600756
  nChanged 6
		SP:Iteration 10Q (28622.440000 sec): 3 clusters
  Score: Raw -272013.357649 + Penalty 3648.080953 = -268365.276696
  nChanged 2
		SP:Iteration 11Q (28622.530000 sec): 3 clusters
  Score: Raw -272014.654112 + Penalty 3648.080953 = -268366.573160
  nChanged 1
		SP:Iteration 12Q (28622.670000 sec): 3 clusters
  Score: Raw -272014.981016 + Penalty 3648.080953 = -268366.900063
  nChanged 2
		SP:Iteration 13Q (28622.810000 sec): 3 clusters
  Score: Raw -272016.290031 + Penalty 3648.080953 = -268368.209078
  nChanged 2
		SP:Iteration 14Q (28622.950000 sec): 3 clusters
  Score: Raw -272018.340322 + Penalty 3648.080953 = -268370.259369
  nChanged 6
		SP:Iteration 15Q (28623.060000 sec): 3 clusters
  Score: Raw -272024.341338 + Penalty 3648.080953 = -268376.260385
  nChanged 4
		SP:Iteration 16Q (28623.180000 sec): 3 clusters
  Score: Raw -272028.517898 + Penalty 3648.080953 = -268380.436945
  nChanged 4
		SP:Iteration 17Q (28623.310000 sec): 3 clusters
  Score: Raw -272032.030728 + Penalty 3648.080953 = -268383.949775
  nChanged 4
		SP:Iteration 18Q (28623.390000 sec): 3 clusters
  Score: Raw -272037.019461 + Penalty 3648.080953 = -268388.938508
  nChanged 2
		SP:Iteration 19Q (28623.550000 sec): 3 clusters
  Score: Raw -272038.705833 + Penalty 3648.080953 = -268390.624881
  nChanged 1
		SP:Iteration 20F (28623.710000 sec): 3 clusters
  Score: Raw -272039.350491 + Penalty 3648.080953 = -268391.269538
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28623.770000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28623.790000 sec): 3 clusters
  Score: Raw -59975.709229 + Penalty 2975.472535 = -57000.236694
  nChanged 62
		SP:Iteration 1F (28623.810000 sec): 3 clusters
  Score: Raw -60168.095839 + Penalty 2975.472535 = -57192.623304
  nChanged 24
		SP:Iteration 2F (28623.890000 sec): 3 clusters
  Score: Raw -60254.719421 + Penalty 2975.472535 = -57279.246887
  nChanged 15
		SP:Iteration 3Q (28623.900000 sec): 3 clusters
  Score: Raw -60343.488719 + Penalty 2975.472535 = -57368.016185
  nChanged 11
		SP:Iteration 4Q (28624.040000 sec): 3 clusters
  Score: Raw -60377.753289 + Penalty 2975.472535 = -57402.280754
  nChanged 7
		SP:Iteration 5Q (28624.180000 sec): 3 clusters
  Score: Raw -60407.729066 + Penalty 2975.472535 = -57432.256532
  nChanged 8
		SP:Iteration 6Q (28624.320000 sec): 3 clusters
  Score: Raw -60433.649002 + Penalty 2975.472535 = -57458.176467
  nChanged 6
		SP:Iteration 7Q (28624.460000 sec): 3 clusters
  Score: Raw -60453.044874 + Penalty 2975.472535 = -57477.572339
  nChanged 3
		SP:Iteration 8Q (28624.630000 sec): 3 clusters
  Score: Raw -60463.761203 + Penalty 2975.472535 = -57488.288668
  nChanged 2
		SP:Iteration 9Q (28624.760000 sec): 3 clusters
  Score: Raw -60469.698778 + Penalty 2975.472535 = -57494.226243
  nChanged 3
		SP:Iteration 10Q (28624.970000 sec): 3 clusters
  Score: Raw -60482.355233 + Penalty 2975.472535 = -57506.882698
  nChanged 1
		SP:Iteration 11Q (28625.110000 sec): 3 clusters
  Score: Raw -60486.719314 + Penalty 2975.472535 = -57511.246779
  nChanged 0
		SP:Iteration 12F (28625.240000 sec): 3 clusters
  Score: Raw -60486.719314 + Penalty 2975.472535 = -57511.246779
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28625.300000 sec): 2 clusters
  Score: Raw -184627.882518 + Penalty 1740.785570 = -182887.096948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28625.420000 sec): 3 clusters
  Score: Raw -184334.480438 + Penalty 3481.571140 = -180852.909298
  nChanged 291
		SP:Iteration 1F (28625.540000 sec): 3 clusters
  Score: Raw -184693.797754 + Penalty 3481.571140 = -181212.226614
  nChanged 83
		SP:Iteration 2F (28625.700000 sec): 3 clusters
  Score: Raw -184813.043185 + Penalty 3481.571140 = -181331.472044
  nChanged 56
		SP:Iteration 3F (28625.810000 sec): 3 clusters
  Score: Raw -184927.746320 + Penalty 3481.571140 = -181446.175180
  nChanged 56
		SP:Iteration 4F (28625.940000 sec): 3 clusters
  Score: Raw -185048.456480 + Penalty 3481.571140 = -181566.885339
  nChanged 41
		SP:Iteration 5Q (28626.030000 sec): 3 clusters
  Score: Raw -185154.052129 + Penalty 3481.571140 = -181672.480989
  nChanged 47
		SP:Iteration 6Q (28626.130000 sec): 3 clusters
  Score: Raw -185255.104243 + Penalty 3481.571140 = -181773.533103
  nChanged 33
		SP:Iteration 7Q (28626.260000 sec): 3 clusters
  Score: Raw -185327.628178 + Penalty 3481.571140 = -181846.057038
  nChanged 25
		SP:Iteration 8Q (28626.400000 sec): 3 clusters
  Score: Raw -185401.048032 + Penalty 3481.571140 = -181919.476892
  nChanged 27
		SP:Iteration 9Q (28626.540000 sec): 3 clusters
  Score: Raw -185481.751279 + Penalty 3481.571140 = -182000.180139
  nChanged 30
		SP:Iteration 10Q (28626.720000 sec): 3 clusters
  Score: Raw -185553.974347 + Penalty 3481.571140 = -182072.403207
  nChanged 27
		SP:Iteration 11Q (28626.860000 sec): 3 clusters
  Score: Raw -185603.101980 + Penalty 3481.571140 = -182121.530839
  nChanged 19
		SP:Iteration 12Q (28627.020000 sec): 3 clusters
  Score: Raw -185623.899926 + Penalty 3481.571140 = -182142.328786
  nChanged 9
		SP:Iteration 13Q (28627.130000 sec): 3 clusters
  Score: Raw -185633.653679 + Penalty 3481.571140 = -182152.082539
  nChanged 5
		SP:Iteration 14Q (28627.270000 sec): 3 clusters
  Score: Raw -185639.669950 + Penalty 3481.571140 = -182158.098810
  nChanged 1
		SP:Iteration 15Q (28627.400000 sec): 3 clusters
  Score: Raw -185641.107889 + Penalty 3481.571140 = -182159.536749
  nChanged 0
		SP:Iteration 16F (28627.490000 sec): 3 clusters
  Score: Raw -185641.107889 + Penalty 3481.571140 = -182159.536749
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28628.050000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28628.880000 sec): 3 clusters
  Score: Raw -19043792.539568 + Penalty 5708.955617 = -19038083.583950
  nChanged 47200
		SP:Iteration 1F (28629.770000 sec): 3 clusters
  Score: Raw -19070863.232183 + Penalty 5708.955617 = -19065154.276565
  nChanged 3431
		SP:Iteration 2Q (28630.790000 sec): 3 clusters
  Score: Raw -19071744.519999 + Penalty 5708.955617 = -19066035.564382
  nChanged 3688
		SP:Iteration 3Q (28631.640000 sec): 3 clusters
  Score: Raw -19072867.266207 + Penalty 5708.955617 = -19067158.310590
  nChanged 4194
		SP:Iteration 4Q (28632.600000 sec): 3 clusters
  Score: Raw -19074443.268434 + Penalty 5708.955617 = -19068734.312816
  nChanged 4947
		SP:Iteration 5Q (28633.550000 sec): 3 clusters
  Score: Raw -19076700.906881 + Penalty 5708.955617 = -19070991.951264
  nChanged 5849
		SP:Iteration 6F (28634.480000 sec): 3 clusters
  Score: Raw -19080111.406358 + Penalty 5708.955617 = -19074402.450741
  nChanged 6875
		SP:Iteration 7F (28635.460000 sec): 3 clusters
  Score: Raw -19085018.974236 + Penalty 5708.955617 = -19079310.018619
  nChanged 7460
		SP:Iteration 8F (28636.360000 sec): 3 clusters
  Score: Raw -19091248.324094 + Penalty 5708.955617 = -19085539.368477
  nChanged 7068
		SP:Iteration 9F (28637.180000 sec): 3 clusters
  Score: Raw -19097651.868432 + Penalty 5708.955617 = -19091942.912815
  nChanged 5375
		SP:Iteration 10F (28638.070000 sec): 3 clusters
  Score: Raw -19102539.989884 + Penalty 5708.955617 = -19096831.034267
  nChanged 3347
		SP:Iteration 11Q (28638.940000 sec): 3 clusters
  Score: Raw -19105456.458707 + Penalty 5708.955617 = -19099747.503089
  nChanged 1701
		SP:Iteration 12Q (28639.830000 sec): 3 clusters
  Score: Raw -19106810.560006 + Penalty 5708.955617 = -19101101.604389
  nChanged 772
		SP:Iteration 13Q (28640.530000 sec): 3 clusters
  Score: Raw -19107398.187735 + Penalty 5708.955617 = -19101689.232118
  nChanged 352
		SP:Iteration 14Q (28641.250000 sec): 3 clusters
  Score: Raw -19107674.965775 + Penalty 5708.955617 = -19101966.010157
  nChanged 178
		SP:Iteration 15Q (28642.010000 sec): 3 clusters
  Score: Raw -19107834.590273 + Penalty 5708.955617 = -19102125.634655
  nChanged 102
		SP:Iteration 16Q (28642.670000 sec): 3 clusters
  Score: Raw -19107929.474865 + Penalty 5708.955617 = -19102220.519247
  nChanged 70
		SP:Iteration 17Q (28643.350000 sec): 3 clusters
  Score: Raw -19108004.204334 + Penalty 5708.955617 = -19102295.248716
  nChanged 45
		SP:Iteration 18Q (28644.050000 sec): 3 clusters
  Score: Raw -19108052.100450 + Penalty 5708.955617 = -19102343.144832
  nChanged 31
		SP:Iteration 19Q (28644.780000 sec): 3 clusters
  Score: Raw -19108084.218912 + Penalty 5708.955617 = -19102375.263294
  nChanged 21
		SP:Iteration 20F (28645.630000 sec): 3 clusters
  Score: Raw -19108108.931198 + Penalty 5708.955617 = -19102399.975581
  nChanged 14
		SP:Iteration 21Q (28646.390000 sec): 3 clusters
  Score: Raw -19108123.395265 + Penalty 5708.955617 = -19102414.439648
  nChanged 9
		SP:Iteration 22Q (28647.100000 sec): 3 clusters
  Score: Raw -19108131.455802 + Penalty 5708.955617 = -19102422.500185
  nChanged 11
		SP:Iteration 23Q (28647.800000 sec): 3 clusters
  Score: Raw -19108142.394364 + Penalty 5708.955617 = -19102433.438747
  nChanged 8
		SP:Iteration 24Q (28648.510000 sec): 3 clusters
  Score: Raw -19108152.275334 + Penalty 5708.955617 = -19102443.319717
  nChanged 6
		SP:Iteration 25Q (28649.190000 sec): 3 clusters
  Score: Raw -19108157.931751 + Penalty 5708.955617 = -19102448.976133
  nChanged 4
		SP:Iteration 26Q (28649.880000 sec): 3 clusters
  Score: Raw -19108162.215004 + Penalty 5708.955617 = -19102453.259386
  nChanged 2
		SP:Iteration 27Q (28650.560000 sec): 3 clusters
  Score: Raw -19108164.476538 + Penalty 5708.955617 = -19102455.520920
  nChanged 0
		SP:Iteration 28F (28651.320000 sec): 3 clusters
  Score: Raw -19108164.476538 + Penalty 5708.955617 = -19102455.520920
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28651.380000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28651.560000 sec): 3 clusters
  Score: Raw -50636.673529 + Penalty 2829.076107 = -47807.597421
  nChanged 24
		SP:Iteration 1F (28651.660000 sec): 3 clusters
  Score: Raw -50714.067003 + Penalty 2829.076107 = -47884.990896
  nChanged 4
		SP:Iteration 2Q (28651.810000 sec): 3 clusters
  Score: Raw -50726.677110 + Penalty 2829.076107 = -47897.601003
  nChanged 3
		SP:Iteration 3Q (28651.960000 sec): 3 clusters
  Score: Raw -50739.231493 + Penalty 2829.076107 = -47910.155386
  nChanged 0
		SP:Iteration 4F (28652.100000 sec): 3 clusters
  Score: Raw -50739.231493 + Penalty 2829.076107 = -47910.155386
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28652.140000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28652.280000 sec): 3 clusters
  Score: Raw -27292.191241 + Penalty 2570.164641 = -24722.026600
  nChanged 20
		SP:Iteration 1F (28652.380000 sec): 3 clusters
  Score: Raw -27398.830921 + Penalty 2570.164641 = -24828.666280
  nChanged 1
		SP:Iteration 2Q (28652.520000 sec): 3 clusters
  Score: Raw -27401.206752 + Penalty 2570.164641 = -24831.042111
  nChanged 1
		SP:Iteration 3Q (28652.620000 sec): 3 clusters
  Score: Raw -27404.059012 + Penalty 2570.164641 = -24833.894371
  nChanged 1
		SP:Iteration 4Q (28652.700000 sec): 3 clusters
  Score: Raw -27412.555146 + Penalty 2570.164641 = -24842.390505
  nChanged 1
		SP:Iteration 5Q (28652.840000 sec): 3 clusters
  Score: Raw -27417.018242 + Penalty 2570.164641 = -24846.853601
  nChanged 0
		SP:Iteration 6F (28652.990000 sec): 3 clusters
  Score: Raw -27417.018242 + Penalty 2570.164641 = -24846.853601
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28653.050000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28653.260000 sec): 3 clusters
  Score: Raw -48085.323533 + Penalty 2810.547637 = -45274.775895
  nChanged 22
		SP:Iteration 1F (28653.420000 sec): 3 clusters
  Score: Raw -48174.301057 + Penalty 2810.547637 = -45363.753420
  nChanged 11
		SP:Iteration 2Q (28653.460000 sec): 3 clusters
  Score: Raw -48213.393260 + Penalty 2810.547637 = -45402.845623
  nChanged 2
		SP:Iteration 3Q (28653.660000 sec): 3 clusters
  Score: Raw -48222.624784 + Penalty 2810.547637 = -45412.077147
  nChanged 2
		SP:Iteration 4Q (28653.800000 sec): 3 clusters
  Score: Raw -48231.045263 + Penalty 2810.547637 = -45420.497625
  nChanged 1
		SP:Iteration 5Q (28653.930000 sec): 3 clusters
  Score: Raw -48244.858973 + Penalty 2810.547637 = -45434.311336
  nChanged 2
		SP:Iteration 6Q (28654.110000 sec): 3 clusters
  Score: Raw -48267.518961 + Penalty 2810.547637 = -45456.971323
  nChanged 2
		SP:Iteration 7Q (28654.230000 sec): 3 clusters
  Score: Raw -48274.690988 + Penalty 2810.547637 = -45464.143351
  nChanged 0
		SP:Iteration 8F (28654.390000 sec): 3 clusters
  Score: Raw -48274.690988 + Penalty 2810.547637 = -45464.143351
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28654.470000 sec): 2 clusters
  Score: Raw -44063.093854 + Penalty 1459.063952 = -42604.029901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28654.650000 sec): 3 clusters
  Score: Raw -44261.772003 + Penalty 2918.127905 = -41343.644098
  nChanged 56
		SP:Iteration 1F (28654.760000 sec): 3 clusters
  Score: Raw -44407.261701 + Penalty 2918.127905 = -41489.133796
  nChanged 23
		SP:Iteration 2F (28654.910000 sec): 3 clusters
  Score: Raw -44500.391028 + Penalty 2918.127905 = -41582.263123
  nChanged 12
		SP:Iteration 3Q (28655.040000 sec): 3 clusters
  Score: Raw -44551.444217 + Penalty 2918.127905 = -41633.316313
  nChanged 7
		SP:Iteration 4Q (28655.220000 sec): 3 clusters
  Score: Raw -44591.134479 + Penalty 2918.127905 = -41673.006574
  nChanged 8
		SP:Iteration 5Q (28655.370000 sec): 3 clusters
  Score: Raw -44617.852644 + Penalty 2918.127905 = -41699.724739
  nChanged 4
		SP:Iteration 6Q (28655.550000 sec): 3 clusters
  Score: Raw -44642.949923 + Penalty 2918.127905 = -41724.822019
  nChanged 2
		SP:Iteration 7Q (28655.680000 sec): 3 clusters
  Score: Raw -44644.985899 + Penalty 2918.127905 = -41726.857994
  nChanged 0
		SP:Iteration 8F (28655.820000 sec): 3 clusters
  Score: Raw -44644.985899 + Penalty 2918.127905 = -41726.857994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28656.000000 sec): 2 clusters
  Score: Raw -2767214.744751 + Penalty 2402.793663 = -2764811.951088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28656.290000 sec): 3 clusters
  Score: Raw -2757999.656132 + Penalty 4805.587326 = -2753194.068806
  nChanged 6991
		SP:Iteration 1F (28656.570000 sec): 3 clusters
  Score: Raw -2761834.774454 + Penalty 4805.587326 = -2757029.187128
  nChanged 971
		SP:Iteration 2F (28656.840000 sec): 3 clusters
  Score: Raw -2762275.349311 + Penalty 4805.587326 = -2757469.761984
  nChanged 854
		SP:Iteration 3F (28657.070000 sec): 3 clusters
  Score: Raw -2762649.136211 + Penalty 4805.587326 = -2757843.548884
  nChanged 747
		SP:Iteration 4Q (28657.360000 sec): 3 clusters
  Score: Raw -2762985.399675 + Penalty 4805.587326 = -2758179.812349
  nChanged 676
		SP:Iteration 5Q (28657.590000 sec): 3 clusters
  Score: Raw -2763313.223467 + Penalty 4805.587326 = -2758507.636141
  nChanged 652
		SP:Iteration 6Q (28657.860000 sec): 3 clusters
  Score: Raw -2763636.255377 + Penalty 4805.587326 = -2758830.668051
  nChanged 645
		SP:Iteration 7Q (28658.110000 sec): 3 clusters
  Score: Raw -2763932.811477 + Penalty 4805.587326 = -2759127.224151
  nChanged 609
		SP:Iteration 8Q (28658.400000 sec): 3 clusters
  Score: Raw -2764231.001131 + Penalty 4805.587326 = -2759425.413805
  nChanged 588
		SP:Iteration 9Q (28658.680000 sec): 3 clusters
  Score: Raw -2764507.042079 + Penalty 4805.587326 = -2759701.454752
  nChanged 552
		SP:Iteration 10Q (28658.920000 sec): 3 clusters
  Score: Raw -2764754.418822 + Penalty 4805.587326 = -2759948.831495
  nChanged 515
		SP:Iteration 11Q (28659.170000 sec): 3 clusters
  Score: Raw -2764991.950406 + Penalty 4805.587326 = -2760186.363079
  nChanged 478
		SP:Iteration 12Q (28659.420000 sec): 3 clusters
  Score: Raw -2765219.015197 + Penalty 4805.587326 = -2760413.427871
  nChanged 440
		SP:Iteration 13Q (28659.630000 sec): 3 clusters
  Score: Raw -2765433.607974 + Penalty 4805.587326 = -2760628.020648
  nChanged 445
		SP:Iteration 14Q (28659.880000 sec): 3 clusters
  Score: Raw -2765699.084631 + Penalty 4805.587326 = -2760893.497305
  nChanged 450
		SP:Iteration 15Q (28660.110000 sec): 3 clusters
  Score: Raw -2765979.290335 + Penalty 4805.587326 = -2761173.703009
  nChanged 450
		SP:Iteration 16Q (28660.320000 sec): 3 clusters
  Score: Raw -2766282.506384 + Penalty 4805.587326 = -2761476.919057
  nChanged 405
		SP:Iteration 17Q (28660.640000 sec): 3 clusters
  Score: Raw -2766580.225355 + Penalty 4805.587326 = -2761774.638029
  nChanged 346
		SP:Iteration 18Q (28660.860000 sec): 3 clusters
  Score: Raw -2766829.518644 + Penalty 4805.587326 = -2762023.931318
  nChanged 293
		SP:Iteration 19Q (28661.110000 sec): 3 clusters
  Score: Raw -2767047.800689 + Penalty 4805.587326 = -2762242.213363
  nChanged 243
		SP:Iteration 20F (28661.390000 sec): 3 clusters
  Score: Raw -2767216.084548 + Penalty 4805.587326 = -2762410.497221
  nChanged 187
		SP:Iteration 21Q (28661.630000 sec): 3 clusters
  Score: Raw -2767354.674736 + Penalty 4805.587326 = -2762549.087410
  nChanged 178
		SP:Iteration 22Q (28661.940000 sec): 3 clusters
  Score: Raw -2767512.690685 + Penalty 4805.587326 = -2762707.103359
  nChanged 139
		SP:Iteration 23Q (28662.210000 sec): 3 clusters
  Score: Raw -2767652.549800 + Penalty 4805.587326 = -2762846.962474
  nChanged 111
		SP:Iteration 24Q (28662.510000 sec): 3 clusters
  Score: Raw -2767755.598979 + Penalty 4805.587326 = -2762950.011653
  nChanged 80
		SP:Iteration 25Q (28662.810000 sec): 3 clusters
  Score: Raw -2767833.491744 + Penalty 4805.587326 = -2763027.904418
  nChanged 63
		SP:Iteration 26Q (28663.120000 sec): 3 clusters
  Score: Raw -2767885.277080 + Penalty 4805.587326 = -2763079.689754
  nChanged 48
		SP:Iteration 27Q (28663.380000 sec): 3 clusters
  Score: Raw -2767923.698631 + Penalty 4805.587326 = -2763118.111304
  nChanged 33
		SP:Iteration 28Q (28663.700000 sec): 3 clusters
  Score: Raw -2767951.574469 + Penalty 4805.587326 = -2763145.987142
  nChanged 26
		SP:Iteration 29Q (28663.970000 sec): 3 clusters
  Score: Raw -2767970.182099 + Penalty 4805.587326 = -2763164.594773
  nChanged 14
		SP:Iteration 30Q (28664.220000 sec): 3 clusters
  Score: Raw -2767981.625010 + Penalty 4805.587326 = -2763176.037684
  nChanged 11
		SP:Iteration 31Q (28664.490000 sec): 3 clusters
  Score: Raw -2767993.093780 + Penalty 4805.587326 = -2763187.506454
  nChanged 13
		SP:Iteration 32Q (28664.800000 sec): 3 clusters
  Score: Raw -2768003.288127 + Penalty 4805.587326 = -2763197.700800
  nChanged 6
		SP:Iteration 33Q (28665.010000 sec): 3 clusters
  Score: Raw -2768008.435701 + Penalty 4805.587326 = -2763202.848375
  nChanged 6
		SP:Iteration 34Q (28665.300000 sec): 3 clusters
  Score: Raw -2768013.036586 + Penalty 4805.587326 = -2763207.449260
  nChanged 10
		SP:Iteration 35Q (28665.590000 sec): 3 clusters
  Score: Raw -2768023.275932 + Penalty 4805.587326 = -2763217.688606
  nChanged 5
		SP:Iteration 36Q (28665.840000 sec): 3 clusters
  Score: Raw -2768027.443628 + Penalty 4805.587326 = -2763221.856301
  nChanged 4
		SP:Iteration 37Q (28666.160000 sec): 3 clusters
  Score: Raw -2768029.840310 + Penalty 4805.587326 = -2763224.252983
  nChanged 3
		SP:Iteration 38Q (28666.400000 sec): 3 clusters
  Score: Raw -2768031.695789 + Penalty 4805.587326 = -2763226.108463
  nChanged 3
		SP:Iteration 39Q (28666.690000 sec): 3 clusters
  Score: Raw -2768033.839049 + Penalty 4805.587326 = -2763228.251723
  nChanged 2
		SP:Iteration 40F (28666.990000 sec): 3 clusters
  Score: Raw -2768035.979716 + Penalty 4805.587326 = -2763230.392390
  nChanged 6
		SP:Iteration 41Q (28667.240000 sec): 3 clusters
  Score: Raw -2768041.112125 + Penalty 4805.587326 = -2763235.524799
  nChanged 4
		SP:Iteration 42Q (28667.570000 sec): 3 clusters
  Score: Raw -2768044.312040 + Penalty 4805.587326 = -2763238.724714
  nChanged 5
		SP:Iteration 43Q (28667.830000 sec): 3 clusters
  Score: Raw -2768049.202669 + Penalty 4805.587326 = -2763243.615343
  nChanged 4
		SP:Iteration 44Q (28668.150000 sec): 3 clusters
  Score: Raw -2768052.640926 + Penalty 4805.587326 = -2763247.053600
  nChanged 6
		SP:Iteration 45Q (28668.450000 sec): 3 clusters
  Score: Raw -2768057.679032 + Penalty 4805.587326 = -2763252.091706
  nChanged 4
		SP:Iteration 46Q (28668.700000 sec): 3 clusters
  Score: Raw -2768059.782245 + Penalty 4805.587326 = -2763254.194919
  nChanged 1
		SP:Iteration 47Q (28668.940000 sec): 3 clusters
  Score: Raw -2768060.813649 + Penalty 4805.587326 = -2763255.226322
  nChanged 2
		SP:Iteration 48Q (28669.160000 sec): 3 clusters
  Score: Raw -2768064.051796 + Penalty 4805.587326 = -2763258.464469
  nChanged 3
		SP:Iteration 49Q (28669.440000 sec): 3 clusters
  Score: Raw -2768066.869028 + Penalty 4805.587326 = -2763261.281702
  nChanged 3
		SP:Iteration 50Q (28669.710000 sec): 3 clusters
  Score: Raw -2768068.926232 + Penalty 4805.587326 = -2763263.338905
  nChanged 3
		SP:Iteration 51Q (28669.990000 sec): 3 clusters
  Score: Raw -2768071.414149 + Penalty 4805.587326 = -2763265.826823
  nChanged 3
		SP:Iteration 52Q (28670.280000 sec): 3 clusters
  Score: Raw -2768073.972902 + Penalty 4805.587326 = -2763268.385576
  nChanged 3
		SP:Iteration 53Q (28670.600000 sec): 3 clusters
  Score: Raw -2768076.126602 + Penalty 4805.587326 = -2763270.539276
  nChanged 4
		SP:Iteration 54Q (28670.880000 sec): 3 clusters
  Score: Raw -2768078.417347 + Penalty 4805.587326 = -2763272.830021
  nChanged 2
		SP:Iteration 55Q (28671.160000 sec): 3 clusters
  Score: Raw -2768079.711133 + Penalty 4805.587326 = -2763274.123807
  nChanged 3
		SP:Iteration 56Q (28671.430000 sec): 3 clusters
  Score: Raw -2768082.359004 + Penalty 4805.587326 = -2763276.771677
  nChanged 2
		SP:Iteration 57Q (28671.650000 sec): 3 clusters
  Score: Raw -2768082.895813 + Penalty 4805.587326 = -2763277.308487
  nChanged 0
		SP:Iteration 58F (28671.920000 sec): 3 clusters
  Score: Raw -2768082.895813 + Penalty 4805.587326 = -2763277.308487
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28671.990000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28672.180000 sec): 3 clusters
  Score: Raw -19118.896608 + Penalty 2690.775209 = -16428.121399
  nChanged 33
		SP:Iteration 1F (28672.320000 sec): 3 clusters
  Score: Raw -19258.923663 + Penalty 2690.775209 = -16568.148454
  nChanged 12
		SP:Iteration 2F (28672.560000 sec): 3 clusters
  Score: Raw -19402.070655 + Penalty 2690.775209 = -16711.295447
  nChanged 9
		SP:Iteration 3Q (28672.700000 sec): 3 clusters
  Score: Raw -19455.510698 + Penalty 2690.775209 = -16764.735489
  nChanged 8
		SP:Iteration 4Q (28672.810000 sec): 3 clusters
  Score: Raw -19533.203695 + Penalty 2690.775209 = -16842.428486
  nChanged 4
		SP:Iteration 5Q (28672.970000 sec): 3 clusters
  Score: Raw -19580.984682 + Penalty 2690.775209 = -16890.209473
  nChanged 3
		SP:Iteration 6Q (28673.160000 sec): 3 clusters
  Score: Raw -19624.688481 + Penalty 2690.775209 = -16933.913272
  nChanged 4
		SP:Iteration 7Q (28673.350000 sec): 3 clusters
  Score: Raw -19666.081736 + Penalty 2690.775209 = -16975.306528
  nChanged 1
		SP:Iteration 8Q (28673.470000 sec): 3 clusters
  Score: Raw -19674.182689 + Penalty 2690.775209 = -16983.407481
  nChanged 1
		SP:Iteration 9Q (28673.680000 sec): 3 clusters
  Score: Raw -19686.033419 + Penalty 2690.775209 = -16995.258210
  nChanged 1
		SP:Iteration 10Q (28673.820000 sec): 3 clusters
  Score: Raw -19693.679605 + Penalty 2690.775209 = -17002.904397
  nChanged 1
		SP:Iteration 11Q (28673.980000 sec): 3 clusters
  Score: Raw -19703.848652 + Penalty 2690.775209 = -17013.073443
  nChanged 0
		SP:Iteration 12F (28674.190000 sec): 3 clusters
  Score: Raw -19703.848652 + Penalty 2690.775209 = -17013.073443
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28674.260000 sec): 2 clusters
  Score: Raw -27420.386622 + Penalty 1327.260817 = -26093.125805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28674.400000 sec): 3 clusters
  Score: Raw -27714.818555 + Penalty 2654.521634 = -25060.296921
  nChanged 23
		SP:Iteration 1F (28674.540000 sec): 3 clusters
  Score: Raw -27892.988820 + Penalty 2654.521634 = -25238.467186
  nChanged 8
		SP:Iteration 2Q (28674.680000 sec): 3 clusters
  Score: Raw -28161.533988 + Penalty 2654.521634 = -25507.012354
  nChanged 12
		SP:Iteration 3F (28674.880000 sec): 3 clusters
  Score: Raw -28249.563272 + Penalty 2654.521634 = -25595.041637
  nChanged 7
		SP:Iteration 4Q (28675.020000 sec): 3 clusters
  Score: Raw -28297.704770 + Penalty 2654.521634 = -25643.183135
  nChanged 3
		SP:Iteration 5Q (28675.170000 sec): 3 clusters
  Score: Raw -28322.089637 + Penalty 2654.521634 = -25667.568003
  nChanged 1
		SP:Iteration 6Q (28675.320000 sec): 3 clusters
  Score: Raw -28331.030122 + Penalty 2654.521634 = -25676.508487
  nChanged 1
		SP:Iteration 7Q (28675.460000 sec): 3 clusters
  Score: Raw -28336.430291 + Penalty 2654.521634 = -25681.908657
  nChanged 1
		SP:Iteration 8Q (28675.610000 sec): 3 clusters
  Score: Raw -28344.699968 + Penalty 2654.521634 = -25690.178334
  nChanged 0
		SP:Iteration 9F (28675.760000 sec): 3 clusters
  Score: Raw -28344.699968 + Penalty 2654.521634 = -25690.178334
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28675.830000 sec): 2 clusters
  Score: Raw -17538.129091 + Penalty 1237.627282 = -16300.501810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28675.980000 sec): 3 clusters
  Score: Raw -17908.110502 + Penalty 2475.254563 = -15432.855939
  nChanged 22
		SP:Iteration 1F (28676.140000 sec): 3 clusters
  Score: Raw -18188.063705 + Penalty 2475.254563 = -15712.809142
  nChanged 5
		SP:Iteration 2Q (28676.300000 sec): 3 clusters
  Score: Raw -18253.563799 + Penalty 2475.254563 = -15778.309236
  nChanged 0
		SP:Iteration 3F (28676.460000 sec): 3 clusters
  Score: Raw -18253.563799 + Penalty 2475.254563 = -15778.309236
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28676.540000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28676.700000 sec): 3 clusters
  Score: Raw -71984.428868 + Penalty 2992.410766 = -68992.018102
  nChanged 64
		SP:Iteration 1F (28676.880000 sec): 3 clusters
  Score: Raw -72129.346556 + Penalty 2992.410766 = -69136.935790
  nChanged 15
		SP:Iteration 2Q (28677.060000 sec): 3 clusters
  Score: Raw -72166.975645 + Penalty 2992.410766 = -69174.564879
  nChanged 6
		SP:Iteration 3Q (28677.180000 sec): 3 clusters
  Score: Raw -72182.995618 + Penalty 2992.410766 = -69190.584852
  nChanged 4
		SP:Iteration 4Q (28677.320000 sec): 3 clusters
  Score: Raw -72197.264952 + Penalty 2992.410766 = -69204.854186
  nChanged 1
		SP:Iteration 5Q (28677.520000 sec): 3 clusters
  Score: Raw -72198.882079 + Penalty 2992.410766 = -69206.471313
  nChanged 0
		SP:Iteration 6F (28677.700000 sec): 3 clusters
  Score: Raw -72198.882079 + Penalty 2992.410766 = -69206.471313
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28677.900000 sec): 2 clusters
  Score: Raw -3705974.169624 + Penalty 2469.918280 = -3703504.251344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28678.220000 sec): 3 clusters
  Score: Raw -3693727.667793 + Penalty 4939.836559 = -3688787.831233
  nChanged 9269
		SP:Iteration 1F (28678.510000 sec): 3 clusters
  Score: Raw -3698735.462236 + Penalty 4939.836559 = -3693795.625676
  nChanged 1189
		SP:Iteration 2F (28678.780000 sec): 3 clusters
  Score: Raw -3699240.636252 + Penalty 4939.836559 = -3694300.799693
  nChanged 1106
		SP:Iteration 3F (28679.100000 sec): 3 clusters
  Score: Raw -3699842.904461 + Penalty 4939.836559 = -3694903.067901
  nChanged 1247
		SP:Iteration 4F (28679.380000 sec): 3 clusters
  Score: Raw -3700622.356977 + Penalty 4939.836559 = -3695682.520418
  nChanged 1333
		SP:Iteration 5F (28679.680000 sec): 3 clusters
  Score: Raw -3701548.688660 + Penalty 4939.836559 = -3696608.852101
  nChanged 1353
		SP:Iteration 6F (28680.040000 sec): 3 clusters
  Score: Raw -3702490.215428 + Penalty 4939.836559 = -3697550.378869
  nChanged 1295
		SP:Iteration 7F (28680.300000 sec): 3 clusters
  Score: Raw -3703396.184935 + Penalty 4939.836559 = -3698456.348375
  nChanged 1150
		SP:Iteration 8F (28680.580000 sec): 3 clusters
  Score: Raw -3704200.314260 + Penalty 4939.836559 = -3699260.477701
  nChanged 876
		SP:Iteration 9Q (28680.900000 sec): 3 clusters
  Score: Raw -3704789.458397 + Penalty 4939.836559 = -3699849.621838
  nChanged 657
		SP:Iteration 10Q (28681.220000 sec): 3 clusters
  Score: Raw -3705227.067950 + Penalty 4939.836559 = -3700287.231391
  nChanged 479
		SP:Iteration 11Q (28681.510000 sec): 3 clusters
  Score: Raw -3705535.768052 + Penalty 4939.836559 = -3700595.931493
  nChanged 365
		SP:Iteration 12Q (28681.860000 sec): 3 clusters
  Score: Raw -3705767.619653 + Penalty 4939.836559 = -3700827.783093
  nChanged 272
		SP:Iteration 13Q (28682.130000 sec): 3 clusters
  Score: Raw -3705938.548698 + Penalty 4939.836559 = -3700998.712138
  nChanged 215
		SP:Iteration 14Q (28682.380000 sec): 3 clusters
  Score: Raw -3706076.491941 + Penalty 4939.836559 = -3701136.655381
  nChanged 184
		SP:Iteration 15Q (28682.660000 sec): 3 clusters
  Score: Raw -3706196.390087 + Penalty 4939.836559 = -3701256.553528
  nChanged 129
		SP:Iteration 16Q (28682.940000 sec): 3 clusters
  Score: Raw -3706318.338220 + Penalty 4939.836559 = -3701378.501661
  nChanged 109
		SP:Iteration 17Q (28683.210000 sec): 3 clusters
  Score: Raw -3706483.518473 + Penalty 4939.836559 = -3701543.681913
  nChanged 87
		SP:Iteration 18Q (28683.510000 sec): 3 clusters
  Score: Raw -3706665.278953 + Penalty 4939.836559 = -3701725.442394
  nChanged 69
		SP:Iteration 19Q (28683.750000 sec): 3 clusters
  Score: Raw -3706756.613689 + Penalty 4939.836559 = -3701816.777130
  nChanged 59
		SP:Iteration 20F (28684.050000 sec): 3 clusters
  Score: Raw -3706806.282413 + Penalty 4939.836559 = -3701866.445853
  nChanged 39
		SP:Iteration 21Q (28684.340000 sec): 3 clusters
  Score: Raw -3706834.241668 + Penalty 4939.836559 = -3701894.405108
  nChanged 34
		SP:Iteration 22Q (28684.640000 sec): 3 clusters
  Score: Raw -3706853.045266 + Penalty 4939.836559 = -3701913.208707
  nChanged 24
		SP:Iteration 23Q (28684.860000 sec): 3 clusters
  Score: Raw -3706863.002829 + Penalty 4939.836559 = -3701923.166269
  nChanged 8
		SP:Iteration 24Q (28685.150000 sec): 3 clusters
  Score: Raw -3706865.223448 + Penalty 4939.836559 = -3701925.386888
  nChanged 6
		SP:Iteration 25Q (28685.420000 sec): 3 clusters
  Score: Raw -3706867.801578 + Penalty 4939.836559 = -3701927.965019
  nChanged 6
		SP:Iteration 26Q (28685.670000 sec): 3 clusters
  Score: Raw -3706869.413517 + Penalty 4939.836559 = -3701929.576958
  nChanged 3
		SP:Iteration 27Q (28685.920000 sec): 3 clusters
  Score: Raw -3706870.144998 + Penalty 4939.836559 = -3701930.308439
  nChanged 1
		SP:Iteration 28Q (28686.200000 sec): 3 clusters
  Score: Raw -3706870.516822 + Penalty 4939.836559 = -3701930.680263
  nChanged 0
		SP:Iteration 29F (28686.510000 sec): 3 clusters
  Score: Raw -3706870.516822 + Penalty 4939.836559 = -3701930.680263
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28686.590000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28686.750000 sec): 3 clusters
  Score: Raw -40784.637351 + Penalty 2773.129542 = -38011.507809
  nChanged 33
		SP:Iteration 1F (28686.970000 sec): 3 clusters
  Score: Raw -40948.942975 + Penalty 2773.129542 = -38175.813433
  nChanged 11
		SP:Iteration 2Q (28687.100000 sec): 3 clusters
  Score: Raw -41011.187139 + Penalty 2773.129542 = -38238.057596
  nChanged 4
		SP:Iteration 3Q (28687.280000 sec): 3 clusters
  Score: Raw -41030.098917 + Penalty 2773.129542 = -38256.969374
  nChanged 4
		SP:Iteration 4Q (28687.450000 sec): 3 clusters
  Score: Raw -41043.183522 + Penalty 2773.129542 = -38270.053980
  nChanged 2
		SP:Iteration 5Q (28687.640000 sec): 3 clusters
  Score: Raw -41052.640774 + Penalty 2773.129542 = -38279.511232
  nChanged 1
		SP:Iteration 6Q (28687.820000 sec): 3 clusters
  Score: Raw -41054.120238 + Penalty 2773.129542 = -38280.990695
  nChanged 0
		SP:Iteration 7F (28688.000000 sec): 3 clusters
  Score: Raw -41054.120238 + Penalty 2773.129542 = -38280.990695
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28688.060000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28688.190000 sec): 3 clusters
  Score: Raw -110519.052580 + Penalty 3200.216281 = -107318.836298
  nChanged 147
		SP:Iteration 1F (28688.340000 sec): 3 clusters
  Score: Raw -110847.462482 + Penalty 3200.216281 = -107647.246200
  nChanged 50
		SP:Iteration 2F (28688.480000 sec): 3 clusters
  Score: Raw -110943.688872 + Penalty 3200.216281 = -107743.472591
  nChanged 15
		SP:Iteration 3Q (28688.630000 sec): 3 clusters
  Score: Raw -110969.396111 + Penalty 3200.216281 = -107769.179830
  nChanged 11
		SP:Iteration 4Q (28688.770000 sec): 3 clusters
  Score: Raw -110986.506899 + Penalty 3200.216281 = -107786.290617
  nChanged 2
		SP:Iteration 5Q (28688.920000 sec): 3 clusters
  Score: Raw -110989.807181 + Penalty 3200.216281 = -107789.590900
  nChanged 1
		SP:Iteration 6Q (28689.120000 sec): 3 clusters
  Score: Raw -110990.878177 + Penalty 3200.216281 = -107790.661896
  nChanged 0
		SP:Iteration 7F (28689.260000 sec): 3 clusters
  Score: Raw -110990.878177 + Penalty 3200.216281 = -107790.661896
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28689.300000 sec): 2 clusters
  Score: Raw -69888.756865 + Penalty 1575.883770 = -68312.873095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28689.390000 sec): 3 clusters
  Score: Raw -69978.717054 + Penalty 3151.767540 = -66826.949514
  nChanged 140
		SP:Iteration 1F (28689.530000 sec): 3 clusters
  Score: Raw -70336.728672 + Penalty 3151.767540 = -67184.961132
  nChanged 50
		SP:Iteration 2F (28689.620000 sec): 3 clusters
  Score: Raw -70506.237967 + Penalty 3151.767540 = -67354.470426
  nChanged 34
		SP:Iteration 3F (28689.770000 sec): 3 clusters
  Score: Raw -70665.575284 + Penalty 3151.767540 = -67513.807744
  nChanged 27
		SP:Iteration 4Q (28689.860000 sec): 3 clusters
  Score: Raw -70788.931519 + Penalty 3151.767540 = -67637.163979
  nChanged 22
		SP:Iteration 5Q (28689.980000 sec): 3 clusters
  Score: Raw -70890.461933 + Penalty 3151.767540 = -67738.694393
  nChanged 18
		SP:Iteration 6Q (28690.120000 sec): 3 clusters
  Score: Raw -70948.462496 + Penalty 3151.767540 = -67796.694956
  nChanged 11
		SP:Iteration 7Q (28690.240000 sec): 3 clusters
  Score: Raw -71005.920152 + Penalty 3151.767540 = -67854.152612
  nChanged 8
		SP:Iteration 8Q (28690.380000 sec): 3 clusters
  Score: Raw -71034.020642 + Penalty 3151.767540 = -67882.253102
  nChanged 7
		SP:Iteration 9Q (28690.490000 sec): 3 clusters
  Score: Raw -71075.576541 + Penalty 3151.767540 = -67923.809001
  nChanged 7
		SP:Iteration 10Q (28690.630000 sec): 3 clusters
  Score: Raw -71124.836041 + Penalty 3151.767540 = -67973.068501
  nChanged 4
		SP:Iteration 11Q (28690.740000 sec): 3 clusters
  Score: Raw -71145.588623 + Penalty 3151.767540 = -67993.821083
  nChanged 3
		SP:Iteration 12Q (28690.870000 sec): 3 clusters
  Score: Raw -71153.851029 + Penalty 3151.767540 = -68002.083489
  nChanged 0
		SP:Iteration 13F (28691.020000 sec): 3 clusters
  Score: Raw -71153.851029 + Penalty 3151.767540 = -68002.083489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28691.100000 sec): 2 clusters
  Score: Raw -29094.900373 + Penalty 1313.982707 = -27780.917666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28691.280000 sec): 3 clusters
  Score: Raw -29299.084042 + Penalty 2627.965414 = -26671.118628
  nChanged 14
		SP:Iteration 1F (28691.470000 sec): 3 clusters
  Score: Raw -29428.285603 + Penalty 2627.965414 = -26800.320189
  nChanged 5
		SP:Iteration 2Q (28691.610000 sec): 3 clusters
  Score: Raw -29452.463217 + Penalty 2627.965414 = -26824.497803
  nChanged 1
		SP:Iteration 3Q (28691.820000 sec): 3 clusters
  Score: Raw -29454.590647 + Penalty 2627.965414 = -26826.625233
  nChanged 0
		SP:Iteration 4F (28691.950000 sec): 3 clusters
  Score: Raw -29454.590647 + Penalty 2627.965414 = -26826.625233
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28692.010000 sec): 2 clusters
  Score: Raw -109843.604586 + Penalty 1613.434447 = -108230.170139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28692.180000 sec): 3 clusters
  Score: Raw -109859.710193 + Penalty 3226.868894 = -106632.841299
  nChanged 147
		SP:Iteration 1F (28692.380000 sec): 3 clusters
  Score: Raw -110166.113092 + Penalty 3226.868894 = -106939.244198
  nChanged 53
		SP:Iteration 2F (28692.490000 sec): 3 clusters
  Score: Raw -110310.897409 + Penalty 3226.868894 = -107084.028515
  nChanged 40
		SP:Iteration 3F (28692.630000 sec): 3 clusters
  Score: Raw -110473.392358 + Penalty 3226.868894 = -107246.523464
  nChanged 28
		SP:Iteration 4Q (28692.780000 sec): 3 clusters
  Score: Raw -110588.395914 + Penalty 3226.868894 = -107361.527020
  nChanged 17
		SP:Iteration 5Q (28692.920000 sec): 3 clusters
  Score: Raw -110671.049124 + Penalty 3226.868894 = -107444.180231
  nChanged 17
		SP:Iteration 6Q (28693.060000 sec): 3 clusters
  Score: Raw -110752.465990 + Penalty 3226.868894 = -107525.597096
  nChanged 16
		SP:Iteration 7Q (28693.210000 sec): 3 clusters
  Score: Raw -110826.016684 + Penalty 3226.868894 = -107599.147790
  nChanged 14
		SP:Iteration 8Q (28693.350000 sec): 3 clusters
  Score: Raw -110881.579953 + Penalty 3226.868894 = -107654.711059
  nChanged 12
		SP:Iteration 9Q (28693.500000 sec): 3 clusters
  Score: Raw -110931.755558 + Penalty 3226.868894 = -107704.886664
  nChanged 8
		SP:Iteration 10Q (28693.660000 sec): 3 clusters
  Score: Raw -110986.107532 + Penalty 3226.868894 = -107759.238638
  nChanged 4
		SP:Iteration 11Q (28693.820000 sec): 3 clusters
  Score: Raw -111013.565769 + Penalty 3226.868894 = -107786.696875
  nChanged 3
		SP:Iteration 12Q (28693.980000 sec): 3 clusters
  Score: Raw -111033.798200 + Penalty 3226.868894 = -107806.929307
  nChanged 4
		SP:Iteration 13Q (28694.150000 sec): 3 clusters
  Score: Raw -111048.350437 + Penalty 3226.868894 = -107821.481543
  nChanged 5
		SP:Iteration 14Q (28694.350000 sec): 3 clusters
  Score: Raw -111060.491752 + Penalty 3226.868894 = -107833.622858
  nChanged 2
		SP:Iteration 15Q (28694.540000 sec): 3 clusters
  Score: Raw -111064.522413 + Penalty 3226.868894 = -107837.653519
  nChanged 0
		SP:Iteration 16F (28694.700000 sec): 3 clusters
  Score: Raw -111064.522413 + Penalty 3226.868894 = -107837.653519
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28694.820000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28694.960000 sec): 3 clusters
  Score: Raw -162640.193940 + Penalty 3409.602454 = -159230.591486
  nChanged 236
		SP:Iteration 1F (28695.130000 sec): 3 clusters
  Score: Raw -162940.866594 + Penalty 3409.602454 = -159531.264141
  nChanged 54
		SP:Iteration 2F (28695.300000 sec): 3 clusters
  Score: Raw -163051.888299 + Penalty 3409.602454 = -159642.285845
  nChanged 38
		SP:Iteration 3Q (28695.430000 sec): 3 clusters
  Score: Raw -163116.795072 + Penalty 3409.602454 = -159707.192618
  nChanged 20
		SP:Iteration 4Q (28695.650000 sec): 3 clusters
  Score: Raw -163141.704866 + Penalty 3409.602454 = -159732.102412
  nChanged 14
		SP:Iteration 5Q (28695.820000 sec): 3 clusters
  Score: Raw -163161.369640 + Penalty 3409.602454 = -159751.767186
  nChanged 11
		SP:Iteration 6Q (28695.960000 sec): 3 clusters
  Score: Raw -163173.335989 + Penalty 3409.602454 = -159763.733536
  nChanged 6
		SP:Iteration 7Q (28696.160000 sec): 3 clusters
  Score: Raw -163179.994464 + Penalty 3409.602454 = -159770.392010
  nChanged 2
		SP:Iteration 8Q (28696.320000 sec): 3 clusters
  Score: Raw -163182.024242 + Penalty 3409.602454 = -159772.421788
  nChanged 1
		SP:Iteration 9Q (28696.520000 sec): 3 clusters
  Score: Raw -163182.530553 + Penalty 3409.602454 = -159772.928100
  nChanged 0
		SP:Iteration 10F (28696.730000 sec): 3 clusters
  Score: Raw -163182.530553 + Penalty 3409.602454 = -159772.928100
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28696.790000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28697.010000 sec): 3 clusters
  Score: Raw -76339.829041 + Penalty 3063.230166 = -73276.598875
  nChanged 88
		SP:Iteration 1F (28697.200000 sec): 3 clusters
  Score: Raw -76560.594748 + Penalty 3063.230166 = -73497.364582
  nChanged 34
		SP:Iteration 2F (28697.300000 sec): 3 clusters
  Score: Raw -76680.461066 + Penalty 3063.230166 = -73617.230900
  nChanged 16
		SP:Iteration 3Q (28697.430000 sec): 3 clusters
  Score: Raw -76761.578197 + Penalty 3063.230166 = -73698.348031
  nChanged 11
		SP:Iteration 4Q (28697.600000 sec): 3 clusters
  Score: Raw -76819.719786 + Penalty 3063.230166 = -73756.489620
  nChanged 6
		SP:Iteration 5Q (28697.710000 sec): 3 clusters
  Score: Raw -76853.080540 + Penalty 3063.230166 = -73789.850374
  nChanged 10
		SP:Iteration 6Q (28697.880000 sec): 3 clusters
  Score: Raw -76879.972917 + Penalty 3063.230166 = -73816.742751
  nChanged 2
		SP:Iteration 7Q (28698.040000 sec): 3 clusters
  Score: Raw -76883.164027 + Penalty 3063.230166 = -73819.933861
  nChanged 0
		SP:Iteration 8F (28698.190000 sec): 3 clusters
  Score: Raw -76883.164027 + Penalty 3063.230166 = -73819.933861
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28698.280000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28698.500000 sec): 3 clusters
  Score: Raw -38343.896692 + Penalty 2736.656637 = -35607.240056
  nChanged 19
		SP:Iteration 1F (28698.660000 sec): 3 clusters
  Score: Raw -38433.601372 + Penalty 2736.656637 = -35696.944735
  nChanged 8
		SP:Iteration 2Q (28698.760000 sec): 3 clusters
  Score: Raw -38487.461930 + Penalty 2736.656637 = -35750.805294
  nChanged 3
		SP:Iteration 3Q (28698.960000 sec): 3 clusters
  Score: Raw -38512.731320 + Penalty 2736.656637 = -35776.074684
  nChanged 4
		SP:Iteration 4Q (28699.150000 sec): 3 clusters
  Score: Raw -38528.997702 + Penalty 2736.656637 = -35792.341065
  nChanged 1
		SP:Iteration 5Q (28699.270000 sec): 3 clusters
  Score: Raw -38535.374464 + Penalty 2736.656637 = -35798.717827
  nChanged 1
		SP:Iteration 6Q (28699.460000 sec): 3 clusters
  Score: Raw -38537.776964 + Penalty 2736.656637 = -35801.120327
  nChanged 1
		SP:Iteration 7Q (28699.560000 sec): 3 clusters
  Score: Raw -38541.230335 + Penalty 2736.656637 = -35804.573698
  nChanged 1
		SP:Iteration 8Q (28699.760000 sec): 3 clusters
  Score: Raw -38543.684649 + Penalty 2736.656637 = -35807.028012
  nChanged 0
		SP:Iteration 9F (28699.890000 sec): 3 clusters
  Score: Raw -38543.684649 + Penalty 2736.656637 = -35807.028012
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28699.980000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28700.080000 sec): 3 clusters
  Score: Raw -39900.269537 + Penalty 2769.414169 = -37130.855368
  nChanged 32
		SP:Iteration 1F (28700.210000 sec): 3 clusters
  Score: Raw -40008.190750 + Penalty 2769.414169 = -37238.776581
  nChanged 4
		SP:Iteration 2Q (28700.340000 sec): 3 clusters
  Score: Raw -40028.108951 + Penalty 2769.414169 = -37258.694782
  nChanged 1
		SP:Iteration 3Q (28700.490000 sec): 3 clusters
  Score: Raw -40030.349004 + Penalty 2769.414169 = -37260.934835
  nChanged 0
		SP:Iteration 4F (28700.620000 sec): 3 clusters
  Score: Raw -40030.349004 + Penalty 2769.414169 = -37260.934835
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28700.760000 sec): 2 clusters
  Score: Raw -405916.830703 + Penalty 1934.846500 = -403981.984204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28700.860000 sec): 3 clusters
  Score: Raw -404996.939918 + Penalty 3869.692999 = -401127.246918
  nChanged 819
		SP:Iteration 1F (28700.990000 sec): 3 clusters
  Score: Raw -405589.103099 + Penalty 3869.692999 = -401719.410100
  nChanged 218
		SP:Iteration 2F (28701.170000 sec): 3 clusters
  Score: Raw -405819.842156 + Penalty 3869.692999 = -401950.149157
  nChanged 164
		SP:Iteration 3F (28701.390000 sec): 3 clusters
  Score: Raw -406084.208625 + Penalty 3869.692999 = -402214.515626
  nChanged 146
		SP:Iteration 4F (28701.540000 sec): 3 clusters
  Score: Raw -406342.853972 + Penalty 3869.692999 = -402473.160973
  nChanged 144
		SP:Iteration 5F (28701.680000 sec): 3 clusters
  Score: Raw -406598.825022 + Penalty 3869.692999 = -402729.132023
  nChanged 120
		SP:Iteration 6Q (28701.820000 sec): 3 clusters
  Score: Raw -406819.510343 + Penalty 3869.692999 = -402949.817344
  nChanged 100
		SP:Iteration 7Q (28701.960000 sec): 3 clusters
  Score: Raw -407004.131562 + Penalty 3869.692999 = -403134.438562
  nChanged 81
		SP:Iteration 8Q (28702.100000 sec): 3 clusters
  Score: Raw -407127.538597 + Penalty 3869.692999 = -403257.845597
  nChanged 60
		SP:Iteration 9Q (28702.240000 sec): 3 clusters
  Score: Raw -407210.624653 + Penalty 3869.692999 = -403340.931654
  nChanged 43
		SP:Iteration 10Q (28702.380000 sec): 3 clusters
  Score: Raw -407252.256257 + Penalty 3869.692999 = -403382.563258
  nChanged 28
		SP:Iteration 11Q (28702.550000 sec): 3 clusters
  Score: Raw -407275.606180 + Penalty 3869.692999 = -403405.913180
  nChanged 22
		SP:Iteration 12Q (28702.670000 sec): 3 clusters
  Score: Raw -407290.342284 + Penalty 3869.692999 = -403420.649284
  nChanged 19
		SP:Iteration 13Q (28702.810000 sec): 3 clusters
  Score: Raw -407304.309153 + Penalty 3869.692999 = -403434.616153
  nChanged 11
		SP:Iteration 14Q (28702.950000 sec): 3 clusters
  Score: Raw -407312.054253 + Penalty 3869.692999 = -403442.361254
  nChanged 7
		SP:Iteration 15Q (28703.090000 sec): 3 clusters
  Score: Raw -407316.611020 + Penalty 3869.692999 = -403446.918021
  nChanged 5
		SP:Iteration 16Q (28703.230000 sec): 3 clusters
  Score: Raw -407319.786763 + Penalty 3869.692999 = -403450.093764
  nChanged 5
		SP:Iteration 17Q (28703.370000 sec): 3 clusters
  Score: Raw -407326.916926 + Penalty 3869.692999 = -403457.223927
  nChanged 3
		SP:Iteration 18Q (28703.510000 sec): 3 clusters
  Score: Raw -407331.933011 + Penalty 3869.692999 = -403462.240012
  nChanged 6
		SP:Iteration 19Q (28703.670000 sec): 3 clusters
  Score: Raw -407336.663401 + Penalty 3869.692999 = -403466.970401
  nChanged 4
		SP:Iteration 20F (28703.840000 sec): 3 clusters
  Score: Raw -407339.256696 + Penalty 3869.692999 = -403469.563697
  nChanged 3
		SP:Iteration 21Q (28704.000000 sec): 3 clusters
  Score: Raw -407341.348037 + Penalty 3869.692999 = -403471.655037
  nChanged 3
		SP:Iteration 22Q (28704.200000 sec): 3 clusters
  Score: Raw -407343.700385 + Penalty 3869.692999 = -403474.007386
  nChanged 3
		SP:Iteration 23Q (28704.340000 sec): 3 clusters
  Score: Raw -407345.584189 + Penalty 3869.692999 = -403475.891190
  nChanged 2
		SP:Iteration 24Q (28704.550000 sec): 3 clusters
  Score: Raw -407346.278309 + Penalty 3869.692999 = -403476.585310
  nChanged 2
		SP:Iteration 25Q (28704.770000 sec): 3 clusters
  Score: Raw -407347.383582 + Penalty 3869.692999 = -403477.690583
  nChanged 2
		SP:Iteration 26Q (28704.930000 sec): 3 clusters
  Score: Raw -407347.899977 + Penalty 3869.692999 = -403478.206977
  nChanged 2
		SP:Iteration 27Q (28705.100000 sec): 3 clusters
  Score: Raw -407348.745940 + Penalty 3869.692999 = -403479.052941
  nChanged 1
		SP:Iteration 28Q (28705.280000 sec): 3 clusters
  Score: Raw -407349.159408 + Penalty 3869.692999 = -403479.466409
  nChanged 1
		SP:Iteration 29Q (28705.440000 sec): 3 clusters
  Score: Raw -407349.828001 + Penalty 3869.692999 = -403480.135002
  nChanged 2
		SP:Iteration 30Q (28705.580000 sec): 3 clusters
  Score: Raw -407350.917975 + Penalty 3869.692999 = -403481.224976
  nChanged 0
		SP:Iteration 31F (28705.720000 sec): 3 clusters
  Score: Raw -407350.917975 + Penalty 3869.692999 = -403481.224976
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28705.830000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28705.950000 sec): 3 clusters
  Score: Raw -77872.243499 + Penalty 3054.911313 = -74817.332186
  nChanged 82
		SP:Iteration 1F (28706.090000 sec): 3 clusters
  Score: Raw -78019.143943 + Penalty 3054.911313 = -74964.232630
  nChanged 18
		SP:Iteration 2Q (28706.220000 sec): 3 clusters
  Score: Raw -78055.282798 + Penalty 3054.911313 = -75000.371485
  nChanged 5
		SP:Iteration 3Q (28706.300000 sec): 3 clusters
  Score: Raw -78066.125700 + Penalty 3054.911313 = -75011.214387
  nChanged 3
		SP:Iteration 4Q (28706.480000 sec): 3 clusters
  Score: Raw -78073.099265 + Penalty 3054.911313 = -75018.187952
  nChanged 3
		SP:Iteration 5Q (28706.620000 sec): 3 clusters
  Score: Raw -78089.920004 + Penalty 3054.911313 = -75035.008691
  nChanged 3
		SP:Iteration 6Q (28706.760000 sec): 3 clusters
  Score: Raw -78095.817364 + Penalty 3054.911313 = -75040.906051
  nChanged 0
		SP:Iteration 7F (28706.890000 sec): 3 clusters
  Score: Raw -78095.817364 + Penalty 3054.911313 = -75040.906051
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28707.010000 sec): 2 clusters
  Score: Raw -650739.400884 + Penalty 2036.245672 = -648703.155212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28707.290000 sec): 3 clusters
  Score: Raw -649067.987793 + Penalty 4072.491343 = -644995.496450
  nChanged 1319
		SP:Iteration 1F (28707.540000 sec): 3 clusters
  Score: Raw -649838.070743 + Penalty 4072.491343 = -645765.579400
  nChanged 266
		SP:Iteration 2F (28707.720000 sec): 3 clusters
  Score: Raw -650011.979565 + Penalty 4072.491343 = -645939.488222
  nChanged 168
		SP:Iteration 3Q (28707.910000 sec): 3 clusters
  Score: Raw -650122.055274 + Penalty 4072.491343 = -646049.563931
  nChanged 126
		SP:Iteration 4Q (28708.100000 sec): 3 clusters
  Score: Raw -650212.229970 + Penalty 4072.491343 = -646139.738627
  nChanged 122
		SP:Iteration 5Q (28708.320000 sec): 3 clusters
  Score: Raw -650295.315317 + Penalty 4072.491343 = -646222.823973
  nChanged 103
		SP:Iteration 6Q (28708.500000 sec): 3 clusters
  Score: Raw -650354.394092 + Penalty 4072.491343 = -646281.902748
  nChanged 100
		SP:Iteration 7Q (28708.690000 sec): 3 clusters
  Score: Raw -650412.118831 + Penalty 4072.491343 = -646339.627487
  nChanged 93
		SP:Iteration 8Q (28708.940000 sec): 3 clusters
  Score: Raw -650461.364551 + Penalty 4072.491343 = -646388.873208
  nChanged 71
		SP:Iteration 9Q (28709.130000 sec): 3 clusters
  Score: Raw -650505.944470 + Penalty 4072.491343 = -646433.453126
  nChanged 75
		SP:Iteration 10Q (28709.300000 sec): 3 clusters
  Score: Raw -650555.833359 + Penalty 4072.491343 = -646483.342016
  nChanged 84
		SP:Iteration 11Q (28709.460000 sec): 3 clusters
  Score: Raw -650611.007524 + Penalty 4072.491343 = -646538.516181
  nChanged 102
		SP:Iteration 12Q (28709.620000 sec): 3 clusters
  Score: Raw -650693.992518 + Penalty 4072.491343 = -646621.501175
  nChanged 102
		SP:Iteration 13Q (28709.790000 sec): 3 clusters
  Score: Raw -650786.655767 + Penalty 4072.491343 = -646714.164423
  nChanged 113
		SP:Iteration 14Q (28710.010000 sec): 3 clusters
  Score: Raw -650866.335037 + Penalty 4072.491343 = -646793.843693
  nChanged 87
		SP:Iteration 15Q (28710.180000 sec): 3 clusters
  Score: Raw -650931.558919 + Penalty 4072.491343 = -646859.067576
  nChanged 82
		SP:Iteration 16Q (28710.370000 sec): 3 clusters
  Score: Raw -650987.856292 + Penalty 4072.491343 = -646915.364948
  nChanged 78
		SP:Iteration 17Q (28710.560000 sec): 3 clusters
  Score: Raw -651042.900411 + Penalty 4072.491343 = -646970.409068
  nChanged 78
		SP:Iteration 18Q (28710.710000 sec): 3 clusters
  Score: Raw -651100.875939 + Penalty 4072.491343 = -647028.384596
  nChanged 82
		SP:Iteration 19Q (28710.870000 sec): 3 clusters
  Score: Raw -651171.794687 + Penalty 4072.491343 = -647099.303344
  nChanged 79
		SP:Iteration 20F (28711.080000 sec): 3 clusters
  Score: Raw -651237.883525 + Penalty 4072.491343 = -647165.392182
  nChanged 62
		SP:Iteration 21Q (28711.250000 sec): 3 clusters
  Score: Raw -651282.182972 + Penalty 4072.491343 = -647209.691628
  nChanged 50
		SP:Iteration 22Q (28711.400000 sec): 3 clusters
  Score: Raw -651315.400020 + Penalty 4072.491343 = -647242.908677
  nChanged 42
		SP:Iteration 23Q (28711.570000 sec): 3 clusters
  Score: Raw -651340.760277 + Penalty 4072.491343 = -647268.268934
  nChanged 37
		SP:Iteration 24Q (28711.780000 sec): 3 clusters
  Score: Raw -651361.609708 + Penalty 4072.491343 = -647289.118364
  nChanged 35
		SP:Iteration 25Q (28711.940000 sec): 3 clusters
  Score: Raw -651381.462045 + Penalty 4072.491343 = -647308.970701
  nChanged 29
		SP:Iteration 26Q (28712.180000 sec): 3 clusters
  Score: Raw -651397.402501 + Penalty 4072.491343 = -647324.911157
  nChanged 16
		SP:Iteration 27Q (28712.360000 sec): 3 clusters
  Score: Raw -651405.985409 + Penalty 4072.491343 = -647333.494066
  nChanged 17
		SP:Iteration 28Q (28712.540000 sec): 3 clusters
  Score: Raw -651414.949173 + Penalty 4072.491343 = -647342.457830
  nChanged 13
		SP:Iteration 29Q (28712.700000 sec): 3 clusters
  Score: Raw -651420.393756 + Penalty 4072.491343 = -647347.902413
  nChanged 14
		SP:Iteration 30Q (28712.840000 sec): 3 clusters
  Score: Raw -651428.265800 + Penalty 4072.491343 = -647355.774457
  nChanged 8
		SP:Iteration 31Q (28713.010000 sec): 3 clusters
  Score: Raw -651430.767639 + Penalty 4072.491343 = -647358.276296
  nChanged 11
		SP:Iteration 32Q (28713.190000 sec): 3 clusters
  Score: Raw -651435.473456 + Penalty 4072.491343 = -647362.982113
  nChanged 7
		SP:Iteration 33Q (28713.420000 sec): 3 clusters
  Score: Raw -651438.253974 + Penalty 4072.491343 = -647365.762631
  nChanged 2
		SP:Iteration 34Q (28713.580000 sec): 3 clusters
  Score: Raw -651438.874006 + Penalty 4072.491343 = -647366.382662
  nChanged 2
		SP:Iteration 35Q (28713.780000 sec): 3 clusters
  Score: Raw -651439.877679 + Penalty 4072.491343 = -647367.386336
  nChanged 1
		SP:Iteration 36Q (28713.930000 sec): 3 clusters
  Score: Raw -651440.429946 + Penalty 4072.491343 = -647367.938602
  nChanged 2
		SP:Iteration 37Q (28714.110000 sec): 3 clusters
  Score: Raw -651441.563435 + Penalty 4072.491343 = -647369.072092
  nChanged 3
		SP:Iteration 38Q (28714.280000 sec): 3 clusters
  Score: Raw -651443.152688 + Penalty 4072.491343 = -647370.661344
  nChanged 1
		SP:Iteration 39Q (28714.420000 sec): 3 clusters
  Score: Raw -651443.599787 + Penalty 4072.491343 = -647371.108444
  nChanged 0
		SP:Iteration 40F (28714.620000 sec): 3 clusters
  Score: Raw -651443.599787 + Penalty 4072.491343 = -647371.108444
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28714.690000 sec): 2 clusters
  Score: Raw -191960.700988 + Penalty 1747.352591 = -190213.348397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28714.820000 sec): 3 clusters
  Score: Raw -191688.972191 + Penalty 3494.705182 = -188194.267009
  nChanged 292
		SP:Iteration 1F (28714.970000 sec): 3 clusters
  Score: Raw -191990.699843 + Penalty 3494.705182 = -188495.994661
  nChanged 76
		SP:Iteration 2F (28715.180000 sec): 3 clusters
  Score: Raw -192074.776765 + Penalty 3494.705182 = -188580.071583
  nChanged 39
		SP:Iteration 3Q (28715.350000 sec): 3 clusters
  Score: Raw -192126.400537 + Penalty 3494.705182 = -188631.695355
  nChanged 23
		SP:Iteration 4Q (28715.480000 sec): 3 clusters
  Score: Raw -192153.135816 + Penalty 3494.705182 = -188658.430634
  nChanged 14
		SP:Iteration 5Q (28715.630000 sec): 3 clusters
  Score: Raw -192170.940334 + Penalty 3494.705182 = -188676.235152
  nChanged 14
		SP:Iteration 6Q (28715.730000 sec): 3 clusters
  Score: Raw -192190.253568 + Penalty 3494.705182 = -188695.548386
  nChanged 17
		SP:Iteration 7Q (28715.940000 sec): 3 clusters
  Score: Raw -192213.786955 + Penalty 3494.705182 = -188719.081773
  nChanged 11
		SP:Iteration 8Q (28716.090000 sec): 3 clusters
  Score: Raw -192228.311229 + Penalty 3494.705182 = -188733.606047
  nChanged 11
		SP:Iteration 9Q (28716.180000 sec): 3 clusters
  Score: Raw -192239.126342 + Penalty 3494.705182 = -188744.421160
  nChanged 6
		SP:Iteration 10Q (28716.330000 sec): 3 clusters
  Score: Raw -192243.761918 + Penalty 3494.705182 = -188749.056735
  nChanged 0
		SP:Iteration 11F (28716.510000 sec): 3 clusters
  Score: Raw -192243.761918 + Penalty 3494.705182 = -188749.056735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28716.580000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28716.720000 sec): 3 clusters
  Score: Raw -21001.390979 + Penalty 2458.090221 = -18543.300758
  nChanged 8
		SP:Iteration 1F (28716.810000 sec): 3 clusters
  Score: Raw -21041.661903 + Penalty 2458.090221 = -18583.571683
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28716.900000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28717.030000 sec): 3 clusters
  Score: Raw -52765.620001 + Penalty 2857.977486 = -49907.642515
  nChanged 26
		SP:Iteration 1F (28717.180000 sec): 3 clusters
  Score: Raw -52853.093912 + Penalty 2857.977486 = -49995.116426
  nChanged 19
		SP:Iteration 2F (28717.370000 sec): 3 clusters
  Score: Raw -52930.085669 + Penalty 2857.977486 = -50072.108184
  nChanged 4
		SP:Iteration 3Q (28717.480000 sec): 3 clusters
  Score: Raw -52947.954390 + Penalty 2857.977486 = -50089.976904
  nChanged 2
		SP:Iteration 4Q (28717.630000 sec): 3 clusters
  Score: Raw -52956.542060 + Penalty 2857.977486 = -50098.564574
  nChanged 0
		SP:Iteration 5F (28717.760000 sec): 3 clusters
  Score: Raw -52956.542060 + Penalty 2857.977486 = -50098.564574
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28717.870000 sec): 2 clusters
  Score: Raw -151822.714548 + Penalty 1692.444670 = -150130.269878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28717.970000 sec): 3 clusters
  Score: Raw -151682.712461 + Penalty 3384.889340 = -148297.823121
  nChanged 247
		SP:Iteration 1F (28718.110000 sec): 3 clusters
  Score: Raw -152052.445569 + Penalty 3384.889340 = -148667.556229
  nChanged 78
		SP:Iteration 2F (28718.210000 sec): 3 clusters
  Score: Raw -152213.288303 + Penalty 3384.889340 = -148828.398962
  nChanged 62
		SP:Iteration 3F (28718.300000 sec): 3 clusters
  Score: Raw -152355.762921 + Penalty 3384.889340 = -148970.873581
  nChanged 57
		SP:Iteration 4F (28718.430000 sec): 3 clusters
  Score: Raw -152520.077326 + Penalty 3384.889340 = -149135.187985
  nChanged 63
		SP:Iteration 5F (28718.560000 sec): 3 clusters
  Score: Raw -152688.644977 + Penalty 3384.889340 = -149303.755636
  nChanged 38
		SP:Iteration 6Q (28718.690000 sec): 3 clusters
  Score: Raw -152802.934515 + Penalty 3384.889340 = -149418.045174
  nChanged 30
		SP:Iteration 7Q (28718.830000 sec): 3 clusters
  Score: Raw -152898.264378 + Penalty 3384.889340 = -149513.375037
  nChanged 27
		SP:Iteration 8Q (28718.970000 sec): 3 clusters
  Score: Raw -153040.747957 + Penalty 3384.889340 = -149655.858617
  nChanged 29
		SP:Iteration 9Q (28719.110000 sec): 3 clusters
  Score: Raw -153173.493269 + Penalty 3384.889340 = -149788.603929
  nChanged 24
		SP:Iteration 10Q (28719.260000 sec): 3 clusters
  Score: Raw -153264.938687 + Penalty 3384.889340 = -149880.049347
  nChanged 20
		SP:Iteration 11Q (28719.450000 sec): 3 clusters
  Score: Raw -153352.406757 + Penalty 3384.889340 = -149967.517416
  nChanged 14
		SP:Iteration 12Q (28719.700000 sec): 3 clusters
  Score: Raw -153398.272041 + Penalty 3384.889340 = -150013.382701
  nChanged 12
		SP:Iteration 13Q (28719.910000 sec): 3 clusters
  Score: Raw -153448.280613 + Penalty 3384.889340 = -150063.391272
  nChanged 10
		SP:Iteration 14Q (28720.050000 sec): 3 clusters
  Score: Raw -153489.194345 + Penalty 3384.889340 = -150104.305004
  nChanged 7
		SP:Iteration 15Q (28720.180000 sec): 3 clusters
  Score: Raw -153514.816970 + Penalty 3384.889340 = -150129.927630
  nChanged 8
		SP:Iteration 16Q (28720.310000 sec): 3 clusters
  Score: Raw -153544.786997 + Penalty 3384.889340 = -150159.897656
  nChanged 9
		SP:Iteration 17Q (28720.450000 sec): 3 clusters
  Score: Raw -153568.175892 + Penalty 3384.889340 = -150183.286551
  nChanged 8
		SP:Iteration 18Q (28720.630000 sec): 3 clusters
  Score: Raw -153597.030017 + Penalty 3384.889340 = -150212.140677
  nChanged 3
		SP:Iteration 19Q (28720.730000 sec): 3 clusters
  Score: Raw -153601.538037 + Penalty 3384.889340 = -150216.648697
  nChanged 1
		SP:Iteration 20F (28720.850000 sec): 3 clusters
  Score: Raw -153603.985824 + Penalty 3384.889340 = -150219.096484
  nChanged 2
		SP:Iteration 21Q (28721.000000 sec): 3 clusters
  Score: Raw -153608.941052 + Penalty 3384.889340 = -150224.051712
  nChanged 1
		SP:Iteration 22Q (28721.130000 sec): 3 clusters
  Score: Raw -153609.839290 + Penalty 3384.889340 = -150224.949950
  nChanged 0
		SP:Iteration 23F (28721.270000 sec): 3 clusters
  Score: Raw -153609.839290 + Penalty 3384.889340 = -150224.949950
  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 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28721.340000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28721.540000 sec): 3 clusters
  Score: Raw -23067.269935 + Penalty 2471.868884 = -20595.401051
  nChanged 12
		SP:Iteration 1F (28721.670000 sec): 3 clusters
  Score: Raw -23160.913224 + Penalty 2471.868884 = -20689.044340
  nChanged 3
		SP:Iteration 2Q (28721.820000 sec): 3 clusters
  Score: Raw -23182.384974 + Penalty 2471.868884 = -20710.516089
  nChanged 1
		SP:Iteration 3Q (28721.970000 sec): 3 clusters
  Score: Raw -23187.071849 + Penalty 2471.868884 = -20715.202964
  nChanged 1
		SP:Iteration 4Q (28722.140000 sec): 3 clusters
  Score: Raw -23190.506267 + Penalty 2471.868884 = -20718.637382
  nChanged 0
		SP:Iteration 5F (28722.310000 sec): 3 clusters
  Score: Raw -23190.506267 + Penalty 2471.868884 = -20718.637382
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28722.380000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28722.530000 sec): 3 clusters
  Score: Raw -95068.230151 + Penalty 3167.892142 = -91900.338009
  nChanged 118
		SP:Iteration 1F (28722.710000 sec): 3 clusters
  Score: Raw -95352.728374 + Penalty 3167.892142 = -92184.836232
  nChanged 40
		SP:Iteration 2F (28722.850000 sec): 3 clusters
  Score: Raw -95498.616792 + Penalty 3167.892142 = -92330.724649
  nChanged 27
		SP:Iteration 3Q (28723.020000 sec): 3 clusters
  Score: Raw -95592.829834 + Penalty 3167.892142 = -92424.937692
  nChanged 19
		SP:Iteration 4Q (28723.130000 sec): 3 clusters
  Score: Raw -95641.006067 + Penalty 3167.892142 = -92473.113925
  nChanged 11
		SP:Iteration 5Q (28723.250000 sec): 3 clusters
  Score: Raw -95689.127029 + Penalty 3167.892142 = -92521.234886
  nChanged 9
		SP:Iteration 6Q (28723.430000 sec): 3 clusters
  Score: Raw -95720.701158 + Penalty 3167.892142 = -92552.809015
  nChanged 7
		SP:Iteration 7Q (28723.570000 sec): 3 clusters
  Score: Raw -95737.872656 + Penalty 3167.892142 = -92569.980513
  nChanged 4
		SP:Iteration 8Q (28723.700000 sec): 3 clusters
  Score: Raw -95748.233378 + Penalty 3167.892142 = -92580.341236
  nChanged 3
		SP:Iteration 9Q (28723.890000 sec): 3 clusters
  Score: Raw -95757.861072 + Penalty 3167.892142 = -92589.968930
  nChanged 2
		SP:Iteration 10Q (28724.110000 sec): 3 clusters
  Score: Raw -95760.958154 + Penalty 3167.892142 = -92593.066011
  nChanged 2
		SP:Iteration 11Q (28724.250000 sec): 3 clusters
  Score: Raw -95763.499498 + Penalty 3167.892142 = -92595.607356
  nChanged 1
		SP:Iteration 12Q (28724.430000 sec): 3 clusters
  Score: Raw -95764.449915 + Penalty 3167.892142 = -92596.557772
  nChanged 0
		SP:Iteration 13F (28724.570000 sec): 3 clusters
  Score: Raw -95764.449915 + Penalty 3167.892142 = -92596.557772
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28724.660000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28724.830000 sec): 3 clusters
  Score: Raw -43707.873189 + Penalty 2787.718829 = -40920.154360
  nChanged 43
		SP:Iteration 1F (28724.990000 sec): 3 clusters
  Score: Raw -43868.282384 + Penalty 2787.718829 = -41080.563555
  nChanged 16
		SP:Iteration 2F (28725.180000 sec): 3 clusters
  Score: Raw -43931.427215 + Penalty 2787.718829 = -41143.708386
  nChanged 9
		SP:Iteration 3Q (28725.340000 sec): 3 clusters
  Score: Raw -43966.886919 + Penalty 2787.718829 = -41179.168089
  nChanged 5
		SP:Iteration 4Q (28725.520000 sec): 3 clusters
  Score: Raw -43993.271606 + Penalty 2787.718829 = -41205.552777
  nChanged 2
		SP:Iteration 5Q (28725.650000 sec): 3 clusters
  Score: Raw -44002.476958 + Penalty 2787.718829 = -41214.758128
  nChanged 1
		SP:Iteration 6Q (28725.850000 sec): 3 clusters
  Score: Raw -44005.534253 + Penalty 2787.718829 = -41217.815423
  nChanged 1
		SP:Iteration 7Q (28725.950000 sec): 3 clusters
  Score: Raw -44009.574490 + Penalty 2787.718829 = -41221.855661
  nChanged 0
		SP:Iteration 8F (28726.120000 sec): 3 clusters
  Score: Raw -44009.574490 + Penalty 2787.718829 = -41221.855661
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28726.200000 sec): 2 clusters
  Score: Raw -183965.485623 + Penalty 1744.746613 = -182220.739010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28726.370000 sec): 3 clusters
  Score: Raw -183714.020635 + Penalty 3489.493225 = -180224.527409
  nChanged 314
		SP:Iteration 1F (28726.570000 sec): 3 clusters
  Score: Raw -184052.973237 + Penalty 3489.493225 = -180563.480012
  nChanged 80
		SP:Iteration 2F (28726.740000 sec): 3 clusters
  Score: Raw -184161.501006 + Penalty 3489.493225 = -180672.007781
  nChanged 56
		SP:Iteration 3Q (28726.920000 sec): 3 clusters
  Score: Raw -184242.681910 + Penalty 3489.493225 = -180753.188684
  nChanged 42
		SP:Iteration 4Q (28727.050000 sec): 3 clusters
  Score: Raw -184304.583185 + Penalty 3489.493225 = -180815.089960
  nChanged 34
		SP:Iteration 5Q (28727.190000 sec): 3 clusters
  Score: Raw -184350.255279 + Penalty 3489.493225 = -180860.762054
  nChanged 32
		SP:Iteration 6Q (28727.400000 sec): 3 clusters
  Score: Raw -184403.666086 + Penalty 3489.493225 = -180914.172861
  nChanged 27
		SP:Iteration 7Q (28727.540000 sec): 3 clusters
  Score: Raw -184443.632535 + Penalty 3489.493225 = -180954.139310
  nChanged 31
		SP:Iteration 8Q (28727.670000 sec): 3 clusters
  Score: Raw -184495.626806 + Penalty 3489.493225 = -181006.133581
  nChanged 27
		SP:Iteration 9Q (28727.810000 sec): 3 clusters
  Score: Raw -184557.982638 + Penalty 3489.493225 = -181068.489413
  nChanged 31
		SP:Iteration 10Q (28728.060000 sec): 3 clusters
  Score: Raw -184619.789501 + Penalty 3489.493225 = -181130.296276
  nChanged 15
		SP:Iteration 11Q (28728.220000 sec): 3 clusters
  Score: Raw -184642.827204 + Penalty 3489.493225 = -181153.333979
  nChanged 9
		SP:Iteration 12Q (28728.420000 sec): 3 clusters
  Score: Raw -184651.582626 + Penalty 3489.493225 = -181162.089400
  nChanged 2
		SP:Iteration 13Q (28728.560000 sec): 3 clusters
  Score: Raw -184653.898977 + Penalty 3489.493225 = -181164.405752
  nChanged 0
		SP:Iteration 14F (28728.700000 sec): 3 clusters
  Score: Raw -184653.898977 + Penalty 3489.493225 = -181164.405752
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28728.780000 sec): 2 clusters
  Score: Raw -46008.204403 + Penalty 1454.180532 = -44554.023872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28728.960000 sec): 3 clusters
  Score: Raw -46489.412564 + Penalty 2908.361063 = -43581.051501
  nChanged 90
		SP:Iteration 1F (28729.130000 sec): 3 clusters
  Score: Raw -46777.070285 + Penalty 2908.361063 = -43868.709222
  nChanged 33
		SP:Iteration 2F (28729.310000 sec): 3 clusters
  Score: Raw -46885.447867 + Penalty 2908.361063 = -43977.086804
  nChanged 14
		SP:Iteration 3Q (28729.490000 sec): 3 clusters
  Score: Raw -46932.643241 + Penalty 2908.361063 = -44024.282177
  nChanged 10
		SP:Iteration 4Q (28729.650000 sec): 3 clusters
  Score: Raw -47055.266847 + Penalty 2908.361063 = -44146.905784
  nChanged 8
		SP:Iteration 5Q (28729.810000 sec): 3 clusters
  Score: Raw -47096.121334 + Penalty 2908.361063 = -44187.760271
  nChanged 7
		SP:Iteration 6Q (28729.980000 sec): 3 clusters
  Score: Raw -47120.446548 + Penalty 2908.361063 = -44212.085485
  nChanged 4
		SP:Iteration 7Q (28730.140000 sec): 3 clusters
  Score: Raw -47144.502570 + Penalty 2908.361063 = -44236.141507
  nChanged 2
		SP:Iteration 8Q (28730.300000 sec): 3 clusters
  Score: Raw -47161.418309 + Penalty 2908.361063 = -44253.057246
  nChanged 0
		SP:Iteration 9F (28730.470000 sec): 3 clusters
  Score: Raw -47163.154333 + Penalty 2908.361063 = -44254.793270
  nChanged 1
		SP:Iteration 10Q (28730.620000 sec): 3 clusters
  Score: Raw -47171.496177 + Penalty 2908.361063 = -44263.135114
  nChanged 0
		SP:Iteration 11F (28730.780000 sec): 3 clusters
  Score: Raw -47171.496177 + Penalty 2908.361063 = -44263.135114
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (28730.860000 sec): 2 clusters
  Score: Raw -85238.155205 + Penalty 1586.024876 = -83652.130329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (28731.020000 sec): 3 clusters
  Score: Raw -85232.342337 + Penalty 3172.049753 = -82060.292584
  nChanged 134
		SP:Iteration 1F (28731.180000 sec): 3 clusters
  Score: Raw -85421.518115 + Penalty 3172.049753 = -82249.468363
  nChanged 43
		SP:Iteration 2F (28731.340000 sec): 3 clusters
  Score: Raw -85500.987787 + Penalty 3172.049753 = -82328.938035
  nChanged 13
		SP:Iteration 3Q (28731.510000 sec): 3 clusters
  Score: Raw -85540.374898 + Penalty 3172.049753 = -82368.325145
  nChanged 16
		SP:Iteration 4Q (28731.630000 sec): 3 clusters
  Score: Raw -85565.374131 + Penalty 3172.049753 = -82393.324378
  nChanged 6
		SP:Iteration 5Q (28731.730000 sec): 3 clusters
  Score: Raw -85581.280454 + Penalty 3172.049753 = -82409.230701
  nChanged 8
		SP:Iteration 6Q (28731.900000 sec): 3 clusters
  Score: Raw -85605.489503 + Penalty 3172.049753 = -82433.439750
  nChanged 9
		SP:Iteration 7Q (28732.030000 sec): 3 clusters
  Score: Raw -85618.150250 + Penalty 3172.049753 = -82446.100497
  nChanged 9
		SP:Iteration 8Q (28732.130000 sec): 3 clusters
  Score: Raw -85647.474623 + Penalty 3172.049753 = -82475.424870
  nChanged 8
		SP:Iteration 9Q (28732.260000 sec): 3 clusters
  Score: Raw -85674.649335 + Penalty 3172.049753 = -82502.599582
  nChanged 8
		SP:Iteration 10Q (28732.410000 sec): 3 clusters
  Score: Raw -85696.593773 + Penalty 3172.049753 = -82524.544020
  nChanged 12
		SP:Iteration 11Q (28732.590000 sec): 3 clusters
  Score: Raw -85727.087490 + Penalty 3172.049753 = -82555.037738
  nChanged 7
		SP:Iteration 12Q (28732.790000 sec): 3 clusters
  Score: Raw -85740.695960 + Penalty 3172.049753 = -82568.646207
  nChanged 4
		SP:Iteration 13Q (28732.930000 sec): 3 clusters
  Score: Raw -85746.166657 + Penalty 3172.049753 = -82574.116905
  nChanged 3
		SP:Iteration 14Q (28733.070000 sec): 3 clusters
  Score: Raw -85754.054692 + Penalty 3172.049753 = -82582.004939
  nChanged 3
		SP:Iteration 15Q (28733.200000 sec): 3 clusters
  Score: Raw -85756.851077 + Penalty 3172.049753 = -82584.801324
  nChanged 1
		SP:Iteration 16Q (28733.290000 sec): 3 clusters
  Score: Raw -85759.008682 + Penalty 3172.049753 = -82586.958929
  nChanged 1
		SP:Iteration 17Q (28733.410000 sec): 3 clusters
  Score: Raw -85760.215610 + Penalty 3172.049753 = -82588.165858
  nChanged 0
		SP:Iteration 18F (28733.630000 sec): 3 clusters
  Score: Raw -85760.215610 + Penalty 3172.049753 = -82588.165858
  nChanged 0
Deleting Class 54 (457 points): Lose 3236.769082 but Gain 3262.464713
Iteration 419Q (28780.850000 sec): 60 clusters
  Score: Raw -91407039.772647 + Penalty 192485.418085 = -91214554.354562
  nChanged 425
Iteration 420F (28859.650000 sec): 60 clusters
  Score: Raw -91408340.796369 + Penalty 192485.418085 = -91215855.378284
  nChanged 41
Iteration 421Q (28908.220000 sec): 60 clusters
  Score: Raw -91408373.323675 + Penalty 192485.418085 = -91215887.905590
  nChanged 11
Iteration 422Q (28953.200000 sec): 60 clusters
  Score: Raw -91408381.138494 + Penalty 192485.418085 = -91215895.720409
  nChanged 7
Iteration 423Q (28995.430000 sec): 60 clusters
  Score: Raw -91408384.025262 + Penalty 192485.418085 = -91215898.607177
  nChanged 5
Iteration 424Q (29061.720000 sec): 60 clusters
  Score: Raw -91408384.601707 + Penalty 192485.418085 = -91215899.183623
  nChanged 2
Iteration 425Q (29141.730000 sec): 60 clusters
  Score: Raw -91408384.627709 + Penalty 192485.418085 = -91215899.209625
  nChanged 1
Iteration 426Q (29221.790000 sec): 60 clusters
  Score: Raw -91408384.634282 + Penalty 192485.418085 = -91215899.216197
  nChanged 0
Iteration 427F (29334.490000 sec): 60 clusters
  Score: Raw -91408384.634282 + Penalty 192485.418085 = -91215899.216197
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408384.634282 + Penalty 192485.418085 = -91215899.216197
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29334.530000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29334.710000 sec): 3 clusters
  Score: Raw -47393.621886 + Penalty 2933.097491 = -44460.524395
  nChanged 68
		SP:Iteration 1F (29334.890000 sec): 3 clusters
  Score: Raw -47621.976788 + Penalty 2933.097491 = -44688.879297
  nChanged 17
		SP:Iteration 2Q (29334.980000 sec): 3 clusters
  Score: Raw -47679.800279 + Penalty 2933.097491 = -44746.702788
  nChanged 9
		SP:Iteration 3Q (29334.990000 sec): 3 clusters
  Score: Raw -47703.068615 + Penalty 2933.097491 = -44769.971124
  nChanged 3
		SP:Iteration 4Q (29335.000000 sec): 3 clusters
  Score: Raw -47708.512272 + Penalty 2933.097491 = -44775.414781
  nChanged 0
		SP:Iteration 5F (29335.010000 sec): 3 clusters
  Score: Raw -47708.512272 + Penalty 2933.097491 = -44775.414781
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29335.040000 sec): 2 clusters
  Score: Raw -77629.043627 + Penalty 1533.157057 = -76095.886570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29335.070000 sec): 3 clusters
  Score: Raw -77711.102241 + Penalty 3066.314114 = -74644.788128
  nChanged 89
		SP:Iteration 1F (29335.090000 sec): 3 clusters
  Score: Raw -77865.502960 + Penalty 3066.314114 = -74799.188846
  nChanged 19
		SP:Iteration 2Q (29335.110000 sec): 3 clusters
  Score: Raw -77916.934809 + Penalty 3066.314114 = -74850.620695
  nChanged 8
		SP:Iteration 3Q (29335.130000 sec): 3 clusters
  Score: Raw -77927.856227 + Penalty 3066.314114 = -74861.542113
  nChanged 8
		SP:Iteration 4Q (29335.150000 sec): 3 clusters
  Score: Raw -77939.012941 + Penalty 3066.314114 = -74872.698827
  nChanged 4
		SP:Iteration 5Q (29335.180000 sec): 3 clusters
  Score: Raw -77971.636169 + Penalty 3066.314114 = -74905.322056
  nChanged 8
		SP:Iteration 6Q (29335.200000 sec): 3 clusters
  Score: Raw -77992.849796 + Penalty 3066.314114 = -74926.535683
  nChanged 8
		SP:Iteration 7Q (29335.220000 sec): 3 clusters
  Score: Raw -78007.943707 + Penalty 3066.314114 = -74941.629593
  nChanged 9
		SP:Iteration 8Q (29335.250000 sec): 3 clusters
  Score: Raw -78037.263592 + Penalty 3066.314114 = -74970.949478
  nChanged 12
		SP:Iteration 9Q (29335.270000 sec): 3 clusters
  Score: Raw -78086.355495 + Penalty 3066.314114 = -75020.041381
  nChanged 10
		SP:Iteration 10Q (29335.290000 sec): 3 clusters
  Score: Raw -78115.315768 + Penalty 3066.314114 = -75049.001654
  nChanged 9
		SP:Iteration 11Q (29335.310000 sec): 3 clusters
  Score: Raw -78183.211453 + Penalty 3066.314114 = -75116.897339
  nChanged 13
		SP:Iteration 12Q (29335.340000 sec): 3 clusters
  Score: Raw -78228.678463 + Penalty 3066.314114 = -75162.364349
  nChanged 5
		SP:Iteration 13Q (29335.360000 sec): 3 clusters
  Score: Raw -78240.923301 + Penalty 3066.314114 = -75174.609187
  nChanged 3
		SP:Iteration 14Q (29335.380000 sec): 3 clusters
  Score: Raw -78254.875688 + Penalty 3066.314114 = -75188.561575
  nChanged 1
		SP:Iteration 15Q (29335.410000 sec): 3 clusters
  Score: Raw -78256.220550 + Penalty 3066.314114 = -75189.906437
  nChanged 0
		SP:Iteration 16F (29335.430000 sec): 3 clusters
  Score: Raw -78256.220550 + Penalty 3066.314114 = -75189.906437
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29335.470000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29335.510000 sec): 3 clusters
  Score: Raw -221767.063459 + Penalty 3514.607126 = -218252.456333
  nChanged 320
		SP:Iteration 1F (29335.540000 sec): 3 clusters
  Score: Raw -222131.031584 + Penalty 3514.607126 = -218616.424458
  nChanged 92
		SP:Iteration 2F (29335.570000 sec): 3 clusters
  Score: Raw -222253.946805 + Penalty 3514.607126 = -218739.339679
  nChanged 44
		SP:Iteration 3Q (29335.610000 sec): 3 clusters
  Score: Raw -222319.024191 + Penalty 3514.607126 = -218804.417065
  nChanged 30
		SP:Iteration 4Q (29335.640000 sec): 3 clusters
  Score: Raw -222363.049938 + Penalty 3514.607126 = -218848.442812
  nChanged 24
		SP:Iteration 5Q (29335.670000 sec): 3 clusters
  Score: Raw -222399.859707 + Penalty 3514.607126 = -218885.252580
  nChanged 29
		SP:Iteration 6Q (29335.700000 sec): 3 clusters
  Score: Raw -222437.262625 + Penalty 3514.607126 = -218922.655498
  nChanged 23
		SP:Iteration 7Q (29335.730000 sec): 3 clusters
  Score: Raw -222460.690985 + Penalty 3514.607126 = -218946.083858
  nChanged 18
		SP:Iteration 8Q (29335.770000 sec): 3 clusters
  Score: Raw -222479.616311 + Penalty 3514.607126 = -218965.009185
  nChanged 15
		SP:Iteration 9Q (29335.800000 sec): 3 clusters
  Score: Raw -222501.534960 + Penalty 3514.607126 = -218986.927833
  nChanged 16
		SP:Iteration 10Q (29335.830000 sec): 3 clusters
  Score: Raw -222528.214029 + Penalty 3514.607126 = -219013.606903
  nChanged 17
		SP:Iteration 11Q (29335.860000 sec): 3 clusters
  Score: Raw -222562.864455 + Penalty 3514.607126 = -219048.257329
  nChanged 27
		SP:Iteration 12Q (29335.900000 sec): 3 clusters
  Score: Raw -222607.720719 + Penalty 3514.607126 = -219093.113593
  nChanged 25
		SP:Iteration 13Q (29335.930000 sec): 3 clusters
  Score: Raw -222649.993261 + Penalty 3514.607126 = -219135.386135
  nChanged 41
		SP:Iteration 14Q (29335.960000 sec): 3 clusters
  Score: Raw -222720.359115 + Penalty 3514.607126 = -219205.751988
  nChanged 31
		SP:Iteration 15Q (29335.990000 sec): 3 clusters
  Score: Raw -222769.044120 + Penalty 3514.607126 = -219254.436994
  nChanged 22
		SP:Iteration 16Q (29336.030000 sec): 3 clusters
  Score: Raw -222804.947121 + Penalty 3514.607126 = -219290.339994
  nChanged 22
		SP:Iteration 17Q (29336.060000 sec): 3 clusters
  Score: Raw -222846.408843 + Penalty 3514.607126 = -219331.801717
  nChanged 16
		SP:Iteration 18Q (29336.090000 sec): 3 clusters
  Score: Raw -222869.168717 + Penalty 3514.607126 = -219354.561590
  nChanged 11
		SP:Iteration 19Q (29336.120000 sec): 3 clusters
  Score: Raw -222894.934117 + Penalty 3514.607126 = -219380.326990
  nChanged 15
		SP:Iteration 20F (29336.150000 sec): 3 clusters
  Score: Raw -222926.508540 + Penalty 3514.607126 = -219411.901414
  nChanged 18
		SP:Iteration 21Q (29336.190000 sec): 3 clusters
  Score: Raw -222963.254078 + Penalty 3514.607126 = -219448.646951
  nChanged 19
		SP:Iteration 22Q (29336.220000 sec): 3 clusters
  Score: Raw -223010.321332 + Penalty 3514.607126 = -219495.714206
  nChanged 24
		SP:Iteration 23Q (29336.250000 sec): 3 clusters
  Score: Raw -223087.654691 + Penalty 3514.607126 = -219573.047564
  nChanged 24
		SP:Iteration 24Q (29336.280000 sec): 3 clusters
  Score: Raw -223163.852278 + Penalty 3514.607126 = -219649.245152
  nChanged 26
		SP:Iteration 25Q (29336.310000 sec): 3 clusters
  Score: Raw -223237.464017 + Penalty 3514.607126 = -219722.856891
  nChanged 17
		SP:Iteration 26Q (29336.350000 sec): 3 clusters
  Score: Raw -223277.149943 + Penalty 3514.607126 = -219762.542817
  nChanged 13
		SP:Iteration 27Q (29336.380000 sec): 3 clusters
  Score: Raw -223302.173671 + Penalty 3514.607126 = -219787.566545
  nChanged 9
		SP:Iteration 28Q (29336.410000 sec): 3 clusters
  Score: Raw -223332.551334 + Penalty 3514.607126 = -219817.944208
  nChanged 3
		SP:Iteration 29Q (29336.440000 sec): 3 clusters
  Score: Raw -223336.180768 + Penalty 3514.607126 = -219821.573641
  nChanged 1
		SP:Iteration 30Q (29336.470000 sec): 3 clusters
  Score: Raw -223338.402896 + Penalty 3514.607126 = -219823.795770
  nChanged 0
		SP:Iteration 31F (29336.510000 sec): 3 clusters
  Score: Raw -223338.402896 + Penalty 3514.607126 = -219823.795770
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29336.540000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29336.550000 sec): 3 clusters
  Score: Raw -26939.923915 + Penalty 2544.429763 = -24395.494152
  nChanged 8
		SP:Iteration 1Q (29336.550000 sec): 3 clusters
  Score: Raw -26976.757096 + Penalty 2544.429763 = -24432.327334
  nChanged 1
		SP:Iteration 2Q (29336.560000 sec): 3 clusters
  Score: Raw -26981.823087 + Penalty 2544.429763 = -24437.393324
  nChanged 0
		SP:Iteration 3F (29336.570000 sec): 3 clusters
  Score: Raw -26981.823087 + Penalty 2544.429763 = -24437.393324
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29336.650000 sec): 2 clusters
  Score: Raw -903923.141202 + Penalty 2117.903304 = -901805.237897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29336.780000 sec): 3 clusters
  Score: Raw -901508.290282 + Penalty 4235.806608 = -897272.483673
  nChanged 1893
		SP:Iteration 1F (29336.890000 sec): 3 clusters
  Score: Raw -902543.731185 + Penalty 4235.806608 = -898307.924576
  nChanged 344
		SP:Iteration 2F (29336.990000 sec): 3 clusters
  Score: Raw -902735.776061 + Penalty 4235.806608 = -898499.969452
  nChanged 246
		SP:Iteration 3Q (29337.090000 sec): 3 clusters
  Score: Raw -902876.799556 + Penalty 4235.806608 = -898640.992947
  nChanged 205
		SP:Iteration 4Q (29337.190000 sec): 3 clusters
  Score: Raw -902990.257370 + Penalty 4235.806608 = -898754.450762
  nChanged 169
		SP:Iteration 5Q (29337.290000 sec): 3 clusters
  Score: Raw -903097.504086 + Penalty 4235.806608 = -898861.697477
  nChanged 156
		SP:Iteration 6Q (29337.390000 sec): 3 clusters
  Score: Raw -903189.678399 + Penalty 4235.806608 = -898953.871790
  nChanged 138
		SP:Iteration 7Q (29337.600000 sec): 3 clusters
  Score: Raw -903266.520319 + Penalty 4235.806608 = -899030.713711
  nChanged 131
		SP:Iteration 8Q (29337.810000 sec): 3 clusters
  Score: Raw -903336.678211 + Penalty 4235.806608 = -899100.871602
  nChanged 117
		SP:Iteration 9Q (29338.040000 sec): 3 clusters
  Score: Raw -903394.747822 + Penalty 4235.806608 = -899158.941213
  nChanged 91
		SP:Iteration 10Q (29338.260000 sec): 3 clusters
  Score: Raw -903430.376694 + Penalty 4235.806608 = -899194.570086
  nChanged 76
		SP:Iteration 11Q (29338.420000 sec): 3 clusters
  Score: Raw -903466.137418 + Penalty 4235.806608 = -899230.330809
  nChanged 87
		SP:Iteration 12Q (29338.630000 sec): 3 clusters
  Score: Raw -903511.743933 + Penalty 4235.806608 = -899275.937325
  nChanged 90
		SP:Iteration 13Q (29338.840000 sec): 3 clusters
  Score: Raw -903555.110151 + Penalty 4235.806608 = -899319.303542
  nChanged 88
		SP:Iteration 14Q (29339.040000 sec): 3 clusters
  Score: Raw -903596.263642 + Penalty 4235.806608 = -899360.457033
  nChanged 90
		SP:Iteration 15Q (29339.250000 sec): 3 clusters
  Score: Raw -903646.685166 + Penalty 4235.806608 = -899410.878557
  nChanged 95
		SP:Iteration 16Q (29339.450000 sec): 3 clusters
  Score: Raw -903693.562780 + Penalty 4235.806608 = -899457.756172
  nChanged 85
		SP:Iteration 17Q (29339.650000 sec): 3 clusters
  Score: Raw -903738.197988 + Penalty 4235.806608 = -899502.391379
  nChanged 79
		SP:Iteration 18Q (29339.860000 sec): 3 clusters
  Score: Raw -903779.144964 + Penalty 4235.806608 = -899543.338355
  nChanged 82
		SP:Iteration 19Q (29340.060000 sec): 3 clusters
  Score: Raw -903826.091999 + Penalty 4235.806608 = -899590.285391
  nChanged 90
		SP:Iteration 20F (29340.250000 sec): 3 clusters
  Score: Raw -903880.836086 + Penalty 4235.806608 = -899645.029477
  nChanged 91
		SP:Iteration 21Q (29340.350000 sec): 3 clusters
  Score: Raw -903937.332831 + Penalty 4235.806608 = -899701.526223
  nChanged 88
		SP:Iteration 22Q (29340.550000 sec): 3 clusters
  Score: Raw -903995.571848 + Penalty 4235.806608 = -899759.765240
  nChanged 98
		SP:Iteration 23Q (29340.760000 sec): 3 clusters
  Score: Raw -904060.479596 + Penalty 4235.806608 = -899824.672988
  nChanged 91
		SP:Iteration 24Q (29340.920000 sec): 3 clusters
  Score: Raw -904125.924820 + Penalty 4235.806608 = -899890.118211
  nChanged 101
		SP:Iteration 25Q (29341.080000 sec): 3 clusters
  Score: Raw -904194.670096 + Penalty 4235.806608 = -899958.863487
  nChanged 96
		SP:Iteration 26Q (29341.240000 sec): 3 clusters
  Score: Raw -904272.498376 + Penalty 4235.806608 = -900036.691767
  nChanged 99
		SP:Iteration 27Q (29341.400000 sec): 3 clusters
  Score: Raw -904358.340745 + Penalty 4235.806608 = -900122.534136
  nChanged 102
		SP:Iteration 28Q (29341.560000 sec): 3 clusters
  Score: Raw -904448.236853 + Penalty 4235.806608 = -900212.430245
  nChanged 100
		SP:Iteration 29Q (29341.800000 sec): 3 clusters
  Score: Raw -904550.888917 + Penalty 4235.806608 = -900315.082308
  nChanged 91
		SP:Iteration 30Q (29341.900000 sec): 3 clusters
  Score: Raw -904634.329330 + Penalty 4235.806608 = -900398.522722
  nChanged 83
		SP:Iteration 31Q (29341.990000 sec): 3 clusters
  Score: Raw -904702.745867 + Penalty 4235.806608 = -900466.939259
  nChanged 67
		SP:Iteration 32Q (29342.100000 sec): 3 clusters
  Score: Raw -904755.846027 + Penalty 4235.806608 = -900520.039419
  nChanged 61
		SP:Iteration 33Q (29342.290000 sec): 3 clusters
  Score: Raw -904801.807240 + Penalty 4235.806608 = -900566.000632
  nChanged 53
		SP:Iteration 34Q (29342.500000 sec): 3 clusters
  Score: Raw -904840.007345 + Penalty 4235.806608 = -900604.200737
  nChanged 34
		SP:Iteration 35Q (29342.660000 sec): 3 clusters
  Score: Raw -904870.280656 + Penalty 4235.806608 = -900634.474047
  nChanged 45
		SP:Iteration 36Q (29342.820000 sec): 3 clusters
  Score: Raw -904915.485381 + Penalty 4235.806608 = -900679.678773
  nChanged 46
		SP:Iteration 37Q (29342.980000 sec): 3 clusters
  Score: Raw -904981.869356 + Penalty 4235.806608 = -900746.062748
  nChanged 59
		SP:Iteration 38Q (29343.140000 sec): 3 clusters
  Score: Raw -905104.999385 + Penalty 4235.806608 = -900869.192777
  nChanged 50
		SP:Iteration 39Q (29343.300000 sec): 3 clusters
  Score: Raw -905232.723292 + Penalty 4235.806608 = -900996.916683
  nChanged 47
		SP:Iteration 40F (29343.460000 sec): 3 clusters
  Score: Raw -905316.884118 + Penalty 4235.806608 = -901081.077509
  nChanged 35
		SP:Iteration 41Q (29343.620000 sec): 3 clusters
  Score: Raw -905371.582737 + Penalty 4235.806608 = -901135.776129
  nChanged 20
		SP:Iteration 42Q (29343.780000 sec): 3 clusters
  Score: Raw -905400.326872 + Penalty 4235.806608 = -901164.520264
  nChanged 16
		SP:Iteration 43Q (29343.940000 sec): 3 clusters
  Score: Raw -905423.226443 + Penalty 4235.806608 = -901187.419835
  nChanged 8
		SP:Iteration 44Q (29344.100000 sec): 3 clusters
  Score: Raw -905431.261234 + Penalty 4235.806608 = -901195.454625
  nChanged 6
		SP:Iteration 45Q (29344.270000 sec): 3 clusters
  Score: Raw -905437.123885 + Penalty 4235.806608 = -901201.317276
  nChanged 4
		SP:Iteration 46Q (29344.430000 sec): 3 clusters
  Score: Raw -905440.560500 + Penalty 4235.806608 = -901204.753891
  nChanged 2
		SP:Iteration 47Q (29344.590000 sec): 3 clusters
  Score: Raw -905441.595674 + Penalty 4235.806608 = -901205.789066
  nChanged 0
		SP:Iteration 48F (29344.790000 sec): 3 clusters
  Score: Raw -905441.595674 + Penalty 4235.806608 = -901205.789066
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29344.880000 sec): 2 clusters
  Score: Raw -60301.591462 + Penalty 1499.748300 = -58801.843162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29345.050000 sec): 3 clusters
  Score: Raw -60507.553426 + Penalty 2999.496601 = -57508.056825
  nChanged 85
		SP:Iteration 1F (29345.230000 sec): 3 clusters
  Score: Raw -60696.468289 + Penalty 2999.496601 = -57696.971688
  nChanged 29
		SP:Iteration 2F (29345.400000 sec): 3 clusters
  Score: Raw -60811.341035 + Penalty 2999.496601 = -57811.844435
  nChanged 26
		SP:Iteration 3F (29345.580000 sec): 3 clusters
  Score: Raw -60925.865015 + Penalty 2999.496601 = -57926.368415
  nChanged 22
		SP:Iteration 4F (29345.760000 sec): 3 clusters
  Score: Raw -60989.254873 + Penalty 2999.496601 = -57989.758272
  nChanged 18
		SP:Iteration 5Q (29345.930000 sec): 3 clusters
  Score: Raw -61115.650991 + Penalty 2999.496601 = -58116.154390
  nChanged 20
		SP:Iteration 6Q (29346.110000 sec): 3 clusters
  Score: Raw -61212.739479 + Penalty 2999.496601 = -58213.242878
  nChanged 14
		SP:Iteration 7Q (29346.280000 sec): 3 clusters
  Score: Raw -61261.509020 + Penalty 2999.496601 = -58262.012420
  nChanged 9
		SP:Iteration 8Q (29346.460000 sec): 3 clusters
  Score: Raw -61299.010549 + Penalty 2999.496601 = -58299.513948
  nChanged 4
		SP:Iteration 9Q (29346.640000 sec): 3 clusters
  Score: Raw -61316.565225 + Penalty 2999.496601 = -58317.068624
  nChanged 0
		SP:Iteration 10F (29346.810000 sec): 3 clusters
  Score: Raw -61316.565225 + Penalty 2999.496601 = -58317.068624
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29346.900000 sec): 2 clusters
  Score: Raw -280554.485955 + Penalty 1817.289574 = -278737.196381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29347.080000 sec): 3 clusters
  Score: Raw -280064.152816 + Penalty 3634.579147 = -276429.573669
  nChanged 474
		SP:Iteration 1F (29347.250000 sec): 3 clusters
  Score: Raw -280461.835294 + Penalty 3634.579147 = -276827.256147
  nChanged 110
		SP:Iteration 2F (29347.440000 sec): 3 clusters
  Score: Raw -280553.907825 + Penalty 3634.579147 = -276919.328678
  nChanged 48
		SP:Iteration 3Q (29347.480000 sec): 3 clusters
  Score: Raw -280599.919400 + Penalty 3634.579147 = -276965.340253
  nChanged 28
		SP:Iteration 4Q (29347.520000 sec): 3 clusters
  Score: Raw -280625.847124 + Penalty 3634.579147 = -276991.267977
  nChanged 22
		SP:Iteration 5Q (29347.560000 sec): 3 clusters
  Score: Raw -280648.075231 + Penalty 3634.579147 = -277013.496084
  nChanged 19
		SP:Iteration 6Q (29347.600000 sec): 3 clusters
  Score: Raw -280665.163970 + Penalty 3634.579147 = -277030.584823
  nChanged 16
		SP:Iteration 7Q (29347.640000 sec): 3 clusters
  Score: Raw -280676.571356 + Penalty 3634.579147 = -277041.992209
  nChanged 9
		SP:Iteration 8Q (29347.680000 sec): 3 clusters
  Score: Raw -280683.514167 + Penalty 3634.579147 = -277048.935020
  nChanged 6
		SP:Iteration 9Q (29347.720000 sec): 3 clusters
  Score: Raw -280688.344142 + Penalty 3634.579147 = -277053.764995
  nChanged 6
		SP:Iteration 10Q (29347.760000 sec): 3 clusters
  Score: Raw -280691.556529 + Penalty 3634.579147 = -277056.977382
  nChanged 3
		SP:Iteration 11Q (29347.800000 sec): 3 clusters
  Score: Raw -280693.374454 + Penalty 3634.579147 = -277058.795307
  nChanged 3
		SP:Iteration 12Q (29347.840000 sec): 3 clusters
  Score: Raw -280695.035062 + Penalty 3634.579147 = -277060.455915
  nChanged 1
		SP:Iteration 13Q (29347.880000 sec): 3 clusters
  Score: Raw -280696.208711 + Penalty 3634.579147 = -277061.629564
  nChanged 2
		SP:Iteration 14Q (29347.920000 sec): 3 clusters
  Score: Raw -280697.181539 + Penalty 3634.579147 = -277062.602392
  nChanged 1
		SP:Iteration 15Q (29347.960000 sec): 3 clusters
  Score: Raw -280697.621229 + Penalty 3634.579147 = -277063.042082
  nChanged 1
		SP:Iteration 16Q (29348.000000 sec): 3 clusters
  Score: Raw -280698.317734 + Penalty 3634.579147 = -277063.738587
  nChanged 2
		SP:Iteration 17Q (29348.040000 sec): 3 clusters
  Score: Raw -280699.768291 + Penalty 3634.579147 = -277065.189144
  nChanged 6
		SP:Iteration 18Q (29348.080000 sec): 3 clusters
  Score: Raw -280704.829589 + Penalty 3634.579147 = -277070.250441
  nChanged 3
		SP:Iteration 19Q (29348.120000 sec): 3 clusters
  Score: Raw -280707.803787 + Penalty 3634.579147 = -277073.224640
  nChanged 2
		SP:Iteration 20F (29348.160000 sec): 3 clusters
  Score: Raw -280708.811072 + Penalty 3634.579147 = -277074.231925
  nChanged 2
		SP:Iteration 21Q (29348.200000 sec): 3 clusters
  Score: Raw -280709.588254 + Penalty 3634.579147 = -277075.009107
  nChanged 1
		SP:Iteration 22Q (29348.240000 sec): 3 clusters
  Score: Raw -280710.318062 + Penalty 3634.579147 = -277075.738915
  nChanged 2
		SP:Iteration 23Q (29348.280000 sec): 3 clusters
  Score: Raw -280710.886325 + Penalty 3634.579147 = -277076.307178
  nChanged 2
		SP:Iteration 24Q (29348.320000 sec): 3 clusters
  Score: Raw -280712.395458 + Penalty 3634.579147 = -277077.816311
  nChanged 2
		SP:Iteration 25Q (29348.360000 sec): 3 clusters
  Score: Raw -280713.768495 + Penalty 3634.579147 = -277079.189348
  nChanged 2
		SP:Iteration 26Q (29348.400000 sec): 3 clusters
  Score: Raw -280714.921265 + Penalty 3634.579147 = -277080.342118
  nChanged 1
		SP:Iteration 27Q (29348.440000 sec): 3 clusters
  Score: Raw -280715.683897 + Penalty 3634.579147 = -277081.104750
  nChanged 0
		SP:Iteration 28F (29348.480000 sec): 3 clusters
  Score: Raw -280715.683897 + Penalty 3634.579147 = -277081.104750
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29348.510000 sec): 2 clusters
  Score: Raw -27686.925861 + Penalty 1372.280593 = -26314.645267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29348.520000 sec): 3 clusters
  Score: Raw -27932.737631 + Penalty 2744.561186 = -25188.176444
  nChanged 40
		SP:Iteration 1F (29348.530000 sec): 3 clusters
  Score: Raw -28072.944751 + Penalty 2744.561186 = -25328.383565
  nChanged 9
		SP:Iteration 2Q (29348.540000 sec): 3 clusters
  Score: Raw -28124.345981 + Penalty 2744.561186 = -25379.784795
  nChanged 6
		SP:Iteration 3Q (29348.540000 sec): 3 clusters
  Score: Raw -28144.792675 + Penalty 2744.561186 = -25400.231489
  nChanged 1
		SP:Iteration 4Q (29348.550000 sec): 3 clusters
  Score: Raw -28148.489207 + Penalty 2744.561186 = -25403.928020
  nChanged 0
		SP:Iteration 5F (29348.560000 sec): 3 clusters
  Score: Raw -28148.489207 + Penalty 2744.561186 = -25403.928020
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29348.600000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29348.640000 sec): 3 clusters
  Score: Raw -218614.029112 + Penalty 3502.847050 = -215111.182062
  nChanged 315
		SP:Iteration 1F (29348.670000 sec): 3 clusters
  Score: Raw -218999.190816 + Penalty 3502.847050 = -215496.343767
  nChanged 93
		SP:Iteration 2F (29348.700000 sec): 3 clusters
  Score: Raw -219170.683510 + Penalty 3502.847050 = -215667.836460
  nChanged 57
		SP:Iteration 3Q (29348.730000 sec): 3 clusters
  Score: Raw -219294.028225 + Penalty 3502.847050 = -215791.181175
  nChanged 62
		SP:Iteration 4F (29348.760000 sec): 3 clusters
  Score: Raw -219428.113188 + Penalty 3502.847050 = -215925.266138
  nChanged 55
		SP:Iteration 5Q (29348.800000 sec): 3 clusters
  Score: Raw -219534.385862 + Penalty 3502.847050 = -216031.538812
  nChanged 48
		SP:Iteration 6Q (29348.830000 sec): 3 clusters
  Score: Raw -219611.999796 + Penalty 3502.847050 = -216109.152747
  nChanged 34
		SP:Iteration 7Q (29348.900000 sec): 3 clusters
  Score: Raw -219665.945536 + Penalty 3502.847050 = -216163.098486
  nChanged 22
		SP:Iteration 8Q (29349.080000 sec): 3 clusters
  Score: Raw -219709.367775 + Penalty 3502.847050 = -216206.520725
  nChanged 22
		SP:Iteration 9Q (29349.260000 sec): 3 clusters
  Score: Raw -219756.098430 + Penalty 3502.847050 = -216253.251380
  nChanged 13
		SP:Iteration 10Q (29349.430000 sec): 3 clusters
  Score: Raw -219781.737059 + Penalty 3502.847050 = -216278.890009
  nChanged 9
		SP:Iteration 11Q (29349.610000 sec): 3 clusters
  Score: Raw -219797.223441 + Penalty 3502.847050 = -216294.376392
  nChanged 6
		SP:Iteration 12Q (29349.780000 sec): 3 clusters
  Score: Raw -219804.110543 + Penalty 3502.847050 = -216301.263493
  nChanged 5
		SP:Iteration 13Q (29349.960000 sec): 3 clusters
  Score: Raw -219811.729723 + Penalty 3502.847050 = -216308.882673
  nChanged 8
		SP:Iteration 14Q (29350.140000 sec): 3 clusters
  Score: Raw -219820.184511 + Penalty 3502.847050 = -216317.337461
  nChanged 2
		SP:Iteration 15Q (29350.310000 sec): 3 clusters
  Score: Raw -219822.024123 + Penalty 3502.847050 = -216319.177074
  nChanged 0
		SP:Iteration 16F (29350.490000 sec): 3 clusters
  Score: Raw -219822.024123 + Penalty 3502.847050 = -216319.177074
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29350.580000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29350.750000 sec): 3 clusters
  Score: Raw -37347.702754 + Penalty 2681.957199 = -34665.745556
  nChanged 23
		SP:Iteration 1F (29350.930000 sec): 3 clusters
  Score: Raw -37443.889072 + Penalty 2681.957199 = -34761.931873
  nChanged 1
		SP:Iteration 2Q (29351.100000 sec): 3 clusters
  Score: Raw -37449.338012 + Penalty 2681.957199 = -34767.380813
  nChanged 1
		SP:Iteration 3Q (29351.280000 sec): 3 clusters
  Score: Raw -37455.347944 + Penalty 2681.957199 = -34773.390745
  nChanged 1
		SP:Iteration 4Q (29351.460000 sec): 3 clusters
  Score: Raw -37461.066526 + Penalty 2681.957199 = -34779.109327
  nChanged 0
		SP:Iteration 5F (29351.630000 sec): 3 clusters
  Score: Raw -37461.066526 + Penalty 2681.957199 = -34779.109327
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29351.720000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29351.900000 sec): 3 clusters
  Score: Raw -33627.891921 + Penalty 2652.165335 = -30975.726586
  nChanged 18
		SP:Iteration 1F (29352.070000 sec): 3 clusters
  Score: Raw -33720.241715 + Penalty 2652.165335 = -31068.076380
  nChanged 6
		SP:Iteration 2Q (29352.250000 sec): 3 clusters
  Score: Raw -33763.249685 + Penalty 2652.165335 = -31111.084350
  nChanged 3
		SP:Iteration 3Q (29352.420000 sec): 3 clusters
  Score: Raw -33769.580641 + Penalty 2652.165335 = -31117.415306
  nChanged 0
		SP:Iteration 4F (29352.590000 sec): 3 clusters
  Score: Raw -33769.580641 + Penalty 2652.165335 = -31117.415306
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29352.680000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29352.850000 sec): 3 clusters
  Score: Raw -35801.717735 + Penalty 2707.954415 = -33093.763320
  nChanged 18
		SP:Iteration 1F (29353.030000 sec): 3 clusters
  Score: Raw -35873.421026 + Penalty 2707.954415 = -33165.466611
  nChanged 4
		SP:Iteration 2Q (29353.200000 sec): 3 clusters
  Score: Raw -35897.051977 + Penalty 2707.954415 = -33189.097562
  nChanged 0
		SP:Iteration 3F (29353.380000 sec): 3 clusters
  Score: Raw -35897.051977 + Penalty 2707.954415 = -33189.097562
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29353.540000 sec): 2 clusters
  Score: Raw -2515304.849951 + Penalty 2359.836401 = -2512945.013550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29353.770000 sec): 3 clusters
  Score: Raw -2507674.395807 + Penalty 4719.672802 = -2502954.723005
  nChanged 5772
		SP:Iteration 1F (29354.050000 sec): 3 clusters
  Score: Raw -2510838.252182 + Penalty 4719.672802 = -2506118.579381
  nChanged 845
		SP:Iteration 2F (29354.340000 sec): 3 clusters
  Score: Raw -2511222.625714 + Penalty 4719.672802 = -2506502.952912
  nChanged 745
		SP:Iteration 3F (29354.630000 sec): 3 clusters
  Score: Raw -2511605.574193 + Penalty 4719.672802 = -2506885.901391
  nChanged 762
		SP:Iteration 4F (29354.920000 sec): 3 clusters
  Score: Raw -2512056.766425 + Penalty 4719.672802 = -2507337.093623
  nChanged 799
		SP:Iteration 5F (29355.210000 sec): 3 clusters
  Score: Raw -2512587.404123 + Penalty 4719.672802 = -2507867.731322
  nChanged 828
		SP:Iteration 6F (29355.500000 sec): 3 clusters
  Score: Raw -2513216.046112 + Penalty 4719.672802 = -2508496.373310
  nChanged 780
		SP:Iteration 7F (29355.790000 sec): 3 clusters
  Score: Raw -2513866.680132 + Penalty 4719.672802 = -2509147.007330
  nChanged 671
		SP:Iteration 8Q (29356.080000 sec): 3 clusters
  Score: Raw -2514444.784042 + Penalty 4719.672802 = -2509725.111241
  nChanged 467
		SP:Iteration 9Q (29356.380000 sec): 3 clusters
  Score: Raw -2514852.162836 + Penalty 4719.672802 = -2510132.490034
  nChanged 288
		SP:Iteration 10Q (29356.670000 sec): 3 clusters
  Score: Raw -2515117.624879 + Penalty 4719.672802 = -2510397.952077
  nChanged 184
		SP:Iteration 11Q (29356.960000 sec): 3 clusters
  Score: Raw -2515289.213296 + Penalty 4719.672802 = -2510569.540494
  nChanged 107
		SP:Iteration 12Q (29357.210000 sec): 3 clusters
  Score: Raw -2515392.924864 + Penalty 4719.672802 = -2510673.252062
  nChanged 67
		SP:Iteration 13Q (29357.460000 sec): 3 clusters
  Score: Raw -2515454.289408 + Penalty 4719.672802 = -2510734.616606
  nChanged 37
		SP:Iteration 14Q (29357.750000 sec): 3 clusters
  Score: Raw -2515491.680275 + Penalty 4719.672802 = -2510772.007473
  nChanged 32
		SP:Iteration 15Q (29358.010000 sec): 3 clusters
  Score: Raw -2515525.071146 + Penalty 4719.672802 = -2510805.398345
  nChanged 30
		SP:Iteration 16Q (29358.250000 sec): 3 clusters
  Score: Raw -2515556.254333 + Penalty 4719.672802 = -2510836.581532
  nChanged 18
		SP:Iteration 17Q (29358.500000 sec): 3 clusters
  Score: Raw -2515572.148797 + Penalty 4719.672802 = -2510852.475995
  nChanged 13
		SP:Iteration 18Q (29358.790000 sec): 3 clusters
  Score: Raw -2515584.850910 + Penalty 4719.672802 = -2510865.178108
  nChanged 7
		SP:Iteration 19Q (29359.080000 sec): 3 clusters
  Score: Raw -2515590.667008 + Penalty 4719.672802 = -2510870.994206
  nChanged 3
		SP:Iteration 20F (29359.260000 sec): 3 clusters
  Score: Raw -2515592.445161 + Penalty 4719.672802 = -2510872.772360
  nChanged 3
		SP:Iteration 21Q (29359.540000 sec): 3 clusters
  Score: Raw -2515593.710707 + Penalty 4719.672802 = -2510874.037906
  nChanged 0
		SP:Iteration 22F (29359.830000 sec): 3 clusters
  Score: Raw -2515593.710707 + Penalty 4719.672802 = -2510874.037906
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29361.150000 sec): 2 clusters
  Score: Raw -37599369.962576 + Penalty 3039.335848 = -37596330.626728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29363.120000 sec): 3 clusters
  Score: Raw -37461272.325149 + Penalty 6078.671695 = -37455193.653454
  nChanged 101615
		SP:Iteration 1F (29365.010000 sec): 3 clusters
  Score: Raw -37520913.812163 + Penalty 6078.671695 = -37514835.140468
  nChanged 6121
		SP:Iteration 2Q (29367.110000 sec): 3 clusters
  Score: Raw -37522298.284620 + Penalty 6078.671695 = -37516219.612925
  nChanged 7010
		SP:Iteration 3Q (29369.280000 sec): 3 clusters
  Score: Raw -37524268.661310 + Penalty 6078.671695 = -37518189.989615
  nChanged 8730
		SP:Iteration 4Q (29371.370000 sec): 3 clusters
  Score: Raw -37527541.503546 + Penalty 6078.671695 = -37521462.831851
  nChanged 11418
		SP:Iteration 5F (29373.260000 sec): 3 clusters
  Score: Raw -37533247.199658 + Penalty 6078.671695 = -37527168.527963
  nChanged 14761
		SP:Iteration 6F (29375.200000 sec): 3 clusters
  Score: Raw -37542939.127736 + Penalty 6078.671695 = -37536860.456041
  nChanged 17437
		SP:Iteration 7F (29377.180000 sec): 3 clusters
  Score: Raw -37557202.961372 + Penalty 6078.671695 = -37551124.289677
  nChanged 17498
		SP:Iteration 8F (29379.080000 sec): 3 clusters
  Score: Raw -37573542.146019 + Penalty 6078.671695 = -37567463.474324
  nChanged 13467
		SP:Iteration 9F (29381.060000 sec): 3 clusters
  Score: Raw -37586559.493768 + Penalty 6078.671695 = -37580480.822073
  nChanged 7789
		SP:Iteration 10Q (29383.110000 sec): 3 clusters
  Score: Raw -37593882.602164 + Penalty 6078.671695 = -37587803.930469
  nChanged 3705
		SP:Iteration 11Q (29384.960000 sec): 3 clusters
  Score: Raw -37597135.058519 + Penalty 6078.671695 = -37591056.386824
  nChanged 1621
		SP:Iteration 12Q (29386.770000 sec): 3 clusters
  Score: Raw -37598446.357947 + Penalty 6078.671695 = -37592367.686252
  nChanged 756
		SP:Iteration 13Q (29388.410000 sec): 3 clusters
  Score: Raw -37599035.187527 + Penalty 6078.671695 = -37592956.515831
  nChanged 375
		SP:Iteration 14Q (29390.040000 sec): 3 clusters
  Score: Raw -37599326.465318 + Penalty 6078.671695 = -37593247.793623
  nChanged 213
		SP:Iteration 15Q (29391.730000 sec): 3 clusters
  Score: Raw -37599504.205440 + Penalty 6078.671695 = -37593425.533745
  nChanged 124
		SP:Iteration 16Q (29393.370000 sec): 3 clusters
  Score: Raw -37599602.172368 + Penalty 6078.671695 = -37593523.500673
  nChanged 83
		SP:Iteration 17Q (29395.090000 sec): 3 clusters
  Score: Raw -37599666.045914 + Penalty 6078.671695 = -37593587.374219
  nChanged 54
		SP:Iteration 18Q (29396.700000 sec): 3 clusters
  Score: Raw -37599711.580192 + Penalty 6078.671695 = -37593632.908497
  nChanged 36
		SP:Iteration 19Q (29398.420000 sec): 3 clusters
  Score: Raw -37599740.540129 + Penalty 6078.671695 = -37593661.868434
  nChanged 28
		SP:Iteration 20F (29400.280000 sec): 3 clusters
  Score: Raw -37599761.858978 + Penalty 6078.671695 = -37593683.187283
  nChanged 12
		SP:Iteration 21Q (29401.990000 sec): 3 clusters
  Score: Raw -37599769.795357 + Penalty 6078.671695 = -37593691.123661
  nChanged 11
		SP:Iteration 22Q (29403.690000 sec): 3 clusters
  Score: Raw -37599778.976612 + Penalty 6078.671695 = -37593700.304917
  nChanged 8
		SP:Iteration 23Q (29405.380000 sec): 3 clusters
  Score: Raw -37599783.547636 + Penalty 6078.671695 = -37593704.875941
  nChanged 5
		SP:Iteration 24Q (29407.120000 sec): 3 clusters
  Score: Raw -37599786.711716 + Penalty 6078.671695 = -37593708.040021
  nChanged 6
		SP:Iteration 25Q (29408.810000 sec): 3 clusters
  Score: Raw -37599790.610738 + Penalty 6078.671695 = -37593711.939043
  nChanged 3
		SP:Iteration 26Q (29410.530000 sec): 3 clusters
  Score: Raw -37599792.271894 + Penalty 6078.671695 = -37593713.600199
  nChanged 0
		SP:Iteration 27F (29412.330000 sec): 3 clusters
  Score: Raw -37599792.271894 + Penalty 6078.671695 = -37593713.600199
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29412.590000 sec): 2 clusters
  Score: Raw -3607938.250887 + Penalty 2468.212107 = -3605470.038780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29412.930000 sec): 3 clusters
  Score: Raw -3595668.518187 + Penalty 4936.424215 = -3590732.093973
  nChanged 9282
		SP:Iteration 1F (29413.270000 sec): 3 clusters
  Score: Raw -3600903.040258 + Penalty 4936.424215 = -3595966.616043
  nChanged 1359
		SP:Iteration 2F (29413.610000 sec): 3 clusters
  Score: Raw -3601630.512890 + Penalty 4936.424215 = -3596694.088675
  nChanged 1346
		SP:Iteration 3F (29413.950000 sec): 3 clusters
  Score: Raw -3602564.778473 + Penalty 4936.424215 = -3597628.354258
  nChanged 1454
		SP:Iteration 4F (29414.290000 sec): 3 clusters
  Score: Raw -3603825.895533 + Penalty 4936.424215 = -3598889.471319
  nChanged 1507
		SP:Iteration 5F (29414.630000 sec): 3 clusters
  Score: Raw -3605243.333182 + Penalty 4936.424215 = -3600306.908968
  nChanged 1452
		SP:Iteration 6F (29414.980000 sec): 3 clusters
  Score: Raw -3606521.076415 + Penalty 4936.424215 = -3601584.652200
  nChanged 1215
		SP:Iteration 7F (29415.320000 sec): 3 clusters
  Score: Raw -3607345.683527 + Penalty 4936.424215 = -3602409.259312
  nChanged 963
		SP:Iteration 8Q (29415.660000 sec): 3 clusters
  Score: Raw -3607830.553238 + Penalty 4936.424215 = -3602894.129023
  nChanged 682
		SP:Iteration 9Q (29416.000000 sec): 3 clusters
  Score: Raw -3608127.314663 + Penalty 4936.424215 = -3603190.890448
  nChanged 517
		SP:Iteration 10Q (29416.340000 sec): 3 clusters
  Score: Raw -3608315.625143 + Penalty 4936.424215 = -3603379.200928
  nChanged 425
		SP:Iteration 11Q (29416.690000 sec): 3 clusters
  Score: Raw -3608463.064910 + Penalty 4936.424215 = -3603526.640695
  nChanged 383
		SP:Iteration 12Q (29417.030000 sec): 3 clusters
  Score: Raw -3608572.013290 + Penalty 4936.424215 = -3603635.589075
  nChanged 331
		SP:Iteration 13Q (29417.370000 sec): 3 clusters
  Score: Raw -3608657.824515 + Penalty 4936.424215 = -3603721.400300
  nChanged 281
		SP:Iteration 14Q (29417.720000 sec): 3 clusters
  Score: Raw -3608728.952608 + Penalty 4936.424215 = -3603792.528394
  nChanged 268
		SP:Iteration 15Q (29418.060000 sec): 3 clusters
  Score: Raw -3608796.668741 + Penalty 4936.424215 = -3603860.244526
  nChanged 255
		SP:Iteration 16Q (29418.400000 sec): 3 clusters
  Score: Raw -3608854.414225 + Penalty 4936.424215 = -3603917.990011
  nChanged 261
		SP:Iteration 17Q (29418.740000 sec): 3 clusters
  Score: Raw -3608914.972238 + Penalty 4936.424215 = -3603978.548024
  nChanged 237
		SP:Iteration 18Q (29419.080000 sec): 3 clusters
  Score: Raw -3608968.893843 + Penalty 4936.424215 = -3604032.469628
  nChanged 223
		SP:Iteration 19Q (29419.420000 sec): 3 clusters
  Score: Raw -3609016.816122 + Penalty 4936.424215 = -3604080.391907
  nChanged 199
		SP:Iteration 20F (29419.760000 sec): 3 clusters
  Score: Raw -3609058.090069 + Penalty 4936.424215 = -3604121.665854
  nChanged 205
		SP:Iteration 21Q (29420.110000 sec): 3 clusters
  Score: Raw -3609095.561247 + Penalty 4936.424215 = -3604159.137032
  nChanged 190
		SP:Iteration 22Q (29420.450000 sec): 3 clusters
  Score: Raw -3609129.636484 + Penalty 4936.424215 = -3604193.212270
  nChanged 188
		SP:Iteration 23Q (29420.790000 sec): 3 clusters
  Score: Raw -3609167.926938 + Penalty 4936.424215 = -3604231.502723
  nChanged 192
		SP:Iteration 24Q (29421.180000 sec): 3 clusters
  Score: Raw -3609207.268105 + Penalty 4936.424215 = -3604270.843891
  nChanged 190
		SP:Iteration 25Q (29421.520000 sec): 3 clusters
  Score: Raw -3609240.944889 + Penalty 4936.424215 = -3604304.520674
  nChanged 182
		SP:Iteration 26Q (29421.860000 sec): 3 clusters
  Score: Raw -3609278.461914 + Penalty 4936.424215 = -3604342.037699
  nChanged 205
		SP:Iteration 27Q (29422.200000 sec): 3 clusters
  Score: Raw -3609323.057356 + Penalty 4936.424215 = -3604386.633141
  nChanged 220
		SP:Iteration 28Q (29422.450000 sec): 3 clusters
  Score: Raw -3609370.470808 + Penalty 4936.424215 = -3604434.046594
  nChanged 221
		SP:Iteration 29Q (29422.750000 sec): 3 clusters
  Score: Raw -3609417.333619 + Penalty 4936.424215 = -3604480.909404
  nChanged 230
		SP:Iteration 30Q (29423.070000 sec): 3 clusters
  Score: Raw -3609468.240019 + Penalty 4936.424215 = -3604531.815804
  nChanged 234
		SP:Iteration 31Q (29423.450000 sec): 3 clusters
  Score: Raw -3609516.725181 + Penalty 4936.424215 = -3604580.300966
  nChanged 209
		SP:Iteration 32Q (29423.700000 sec): 3 clusters
  Score: Raw -3609558.478581 + Penalty 4936.424215 = -3604622.054366
  nChanged 213
		SP:Iteration 33Q (29424.020000 sec): 3 clusters
  Score: Raw -3609602.781194 + Penalty 4936.424215 = -3604666.356980
  nChanged 194
		SP:Iteration 34Q (29424.340000 sec): 3 clusters
  Score: Raw -3609639.767456 + Penalty 4936.424215 = -3604703.343242
  nChanged 199
		SP:Iteration 35Q (29424.680000 sec): 3 clusters
  Score: Raw -3609679.917925 + Penalty 4936.424215 = -3604743.493710
  nChanged 186
		SP:Iteration 36Q (29425.020000 sec): 3 clusters
  Score: Raw -3609716.707862 + Penalty 4936.424215 = -3604780.283648
  nChanged 210
		SP:Iteration 37Q (29425.320000 sec): 3 clusters
  Score: Raw -3609760.883974 + Penalty 4936.424215 = -3604824.459760
  nChanged 193
		SP:Iteration 38Q (29425.660000 sec): 3 clusters
  Score: Raw -3609799.481744 + Penalty 4936.424215 = -3604863.057529
  nChanged 160
		SP:Iteration 39Q (29426.000000 sec): 3 clusters
  Score: Raw -3609829.057771 + Penalty 4936.424215 = -3604892.633556
  nChanged 166
		SP:Iteration 40F (29426.340000 sec): 3 clusters
  Score: Raw -3609858.951591 + Penalty 4936.424215 = -3604922.527377
  nChanged 174
		SP:Iteration 41Q (29426.720000 sec): 3 clusters
  Score: Raw -3609891.014267 + Penalty 4936.424215 = -3604954.590052
  nChanged 145
		SP:Iteration 42Q (29427.020000 sec): 3 clusters
  Score: Raw -3609917.137264 + Penalty 4936.424215 = -3604980.713050
  nChanged 136
		SP:Iteration 43Q (29427.360000 sec): 3 clusters
  Score: Raw -3609940.671937 + Penalty 4936.424215 = -3605004.247722
  nChanged 136
		SP:Iteration 44Q (29427.710000 sec): 3 clusters
  Score: Raw -3609965.547407 + Penalty 4936.424215 = -3605029.123192
  nChanged 121
		SP:Iteration 45Q (29428.050000 sec): 3 clusters
  Score: Raw -3609987.074008 + Penalty 4936.424215 = -3605050.649793
  nChanged 111
		SP:Iteration 46Q (29428.390000 sec): 3 clusters
  Score: Raw -3610005.811670 + Penalty 4936.424215 = -3605069.387455
  nChanged 104
		SP:Iteration 47Q (29428.740000 sec): 3 clusters
  Score: Raw -3610021.666083 + Penalty 4936.424215 = -3605085.241869
  nChanged 95
		SP:Iteration 48Q (29429.080000 sec): 3 clusters
  Score: Raw -3610035.307745 + Penalty 4936.424215 = -3605098.883530
  nChanged 87
		SP:Iteration 49Q (29429.420000 sec): 3 clusters
  Score: Raw -3610048.853967 + Penalty 4936.424215 = -3605112.429753
  nChanged 91
		SP:Iteration 50Q (29429.770000 sec): 3 clusters
  Score: Raw -3610063.943151 + Penalty 4936.424215 = -3605127.518937
  nChanged 73
		SP:Iteration 51Q (29430.110000 sec): 3 clusters
  Score: Raw -3610073.012045 + Penalty 4936.424215 = -3605136.587830
  nChanged 57
		SP:Iteration 52Q (29430.460000 sec): 3 clusters
  Score: Raw -3610080.470069 + Penalty 4936.424215 = -3605144.045854
  nChanged 41
		SP:Iteration 53Q (29430.800000 sec): 3 clusters
  Score: Raw -3610085.501967 + Penalty 4936.424215 = -3605149.077752
  nChanged 41
		SP:Iteration 54Q (29431.140000 sec): 3 clusters
  Score: Raw -3610089.763984 + Penalty 4936.424215 = -3605153.339769
  nChanged 26
		SP:Iteration 55Q (29431.480000 sec): 3 clusters
  Score: Raw -3610092.469323 + Penalty 4936.424215 = -3605156.045108
  nChanged 30
		SP:Iteration 56Q (29431.830000 sec): 3 clusters
  Score: Raw -3610095.364637 + Penalty 4936.424215 = -3605158.940423
  nChanged 24
		SP:Iteration 57Q (29432.180000 sec): 3 clusters
  Score: Raw -3610097.811323 + Penalty 4936.424215 = -3605161.387109
  nChanged 32
		SP:Iteration 58Q (29432.520000 sec): 3 clusters
  Score: Raw -3610101.903714 + Penalty 4936.424215 = -3605165.479499
  nChanged 32
		SP:Iteration 59Q (29432.860000 sec): 3 clusters
  Score: Raw -3610105.277755 + Penalty 4936.424215 = -3605168.853540
  nChanged 30
		SP:Iteration 60F (29433.200000 sec): 3 clusters
  Score: Raw -3610107.849818 + Penalty 4936.424215 = -3605171.425603
  nChanged 25
		SP:Iteration 61Q (29433.540000 sec): 3 clusters
  Score: Raw -3610110.449770 + Penalty 4936.424215 = -3605174.025555
  nChanged 24
		SP:Iteration 62Q (29433.890000 sec): 3 clusters
  Score: Raw -3610112.719258 + Penalty 4936.424215 = -3605176.295043
  nChanged 20
		SP:Iteration 63Q (29434.230000 sec): 3 clusters
  Score: Raw -3610114.645884 + Penalty 4936.424215 = -3605178.221669
  nChanged 22
		SP:Iteration 64Q (29434.580000 sec): 3 clusters
  Score: Raw -3610116.554107 + Penalty 4936.424215 = -3605180.129892
  nChanged 10
		SP:Iteration 65Q (29434.920000 sec): 3 clusters
  Score: Raw -3610117.362881 + Penalty 4936.424215 = -3605180.938667
  nChanged 7
		SP:Iteration 66Q (29435.260000 sec): 3 clusters
  Score: Raw -3610118.034121 + Penalty 4936.424215 = -3605181.609906
  nChanged 7
		SP:Iteration 67Q (29435.600000 sec): 3 clusters
  Score: Raw -3610118.680908 + Penalty 4936.424215 = -3605182.256693
  nChanged 11
		SP:Iteration 68Q (29435.950000 sec): 3 clusters
  Score: Raw -3610119.714592 + Penalty 4936.424215 = -3605183.290378
  nChanged 15
		SP:Iteration 69Q (29436.290000 sec): 3 clusters
  Score: Raw -3610120.832962 + Penalty 4936.424215 = -3605184.408747
  nChanged 13
		SP:Iteration 70Q (29436.640000 sec): 3 clusters
  Score: Raw -3610121.768411 + Penalty 4936.424215 = -3605185.344197
  nChanged 14
		SP:Iteration 71Q (29436.980000 sec): 3 clusters
  Score: Raw -3610122.838227 + Penalty 4936.424215 = -3605186.414012
  nChanged 10
		SP:Iteration 72Q (29437.320000 sec): 3 clusters
  Score: Raw -3610123.653375 + Penalty 4936.424215 = -3605187.229160
  nChanged 7
		SP:Iteration 73Q (29437.670000 sec): 3 clusters
  Score: Raw -3610124.047295 + Penalty 4936.424215 = -3605187.623081
  nChanged 4
		SP:Iteration 74Q (29438.010000 sec): 3 clusters
  Score: Raw -3610124.394348 + Penalty 4936.424215 = -3605187.970133
  nChanged 3
		SP:Iteration 75Q (29438.360000 sec): 3 clusters
  Score: Raw -3610124.587950 + Penalty 4936.424215 = -3605188.163735
  nChanged 2
		SP:Iteration 76Q (29438.700000 sec): 3 clusters
  Score: Raw -3610124.653992 + Penalty 4936.424215 = -3605188.229778
  nChanged 0
		SP:Iteration 77F (29439.040000 sec): 3 clusters
  Score: Raw -3610124.653992 + Penalty 4936.424215 = -3605188.229778
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29439.660000 sec): 2 clusters
  Score: Raw -17096765.114785 + Penalty 2845.037740 = -17093920.077045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29440.580000 sec): 3 clusters
  Score: Raw -17035557.116426 + Penalty 5690.075480 = -17029867.040946
  nChanged 45506
		SP:Iteration 1F (29441.480000 sec): 3 clusters
  Score: Raw -17061371.775634 + Penalty 5690.075480 = -17055681.700154
  nChanged 2932
		SP:Iteration 2Q (29442.410000 sec): 3 clusters
  Score: Raw -17062056.995109 + Penalty 5690.075480 = -17056366.919629
  nChanged 3145
		SP:Iteration 3Q (29443.370000 sec): 3 clusters
  Score: Raw -17062927.310032 + Penalty 5690.075480 = -17057237.234552
  nChanged 3694
		SP:Iteration 4Q (29444.330000 sec): 3 clusters
  Score: Raw -17064184.607935 + Penalty 5690.075480 = -17058494.532455
  nChanged 4625
		SP:Iteration 5Q (29445.300000 sec): 3 clusters
  Score: Raw -17066289.535352 + Penalty 5690.075480 = -17060599.459872
  nChanged 6247
		SP:Iteration 6F (29446.250000 sec): 3 clusters
  Score: Raw -17070168.685600 + Penalty 5690.075480 = -17064478.610120
  nChanged 7954
		SP:Iteration 7F (29447.130000 sec): 3 clusters
  Score: Raw -17076569.727050 + Penalty 5690.075480 = -17070879.651570
  nChanged 8490
		SP:Iteration 8F (29448.000000 sec): 3 clusters
  Score: Raw -17084639.778714 + Penalty 5690.075480 = -17078949.703233
  nChanged 6794
		SP:Iteration 9F (29448.940000 sec): 3 clusters
  Score: Raw -17091421.286711 + Penalty 5690.075480 = -17085731.211231
  nChanged 3513
		SP:Iteration 10Q (29449.900000 sec): 3 clusters
  Score: Raw -17094813.430149 + Penalty 5690.075480 = -17089123.354669
  nChanged 1434
		SP:Iteration 11Q (29450.770000 sec): 3 clusters
  Score: Raw -17096198.675130 + Penalty 5690.075480 = -17090508.599650
  nChanged 456
		SP:Iteration 12Q (29451.610000 sec): 3 clusters
  Score: Raw -17096676.349859 + Penalty 5690.075480 = -17090986.274379
  nChanged 152
		SP:Iteration 13Q (29452.450000 sec): 3 clusters
  Score: Raw -17096865.683903 + Penalty 5690.075480 = -17091175.608423
  nChanged 55
		SP:Iteration 14Q (29453.330000 sec): 3 clusters
  Score: Raw -17096940.912978 + Penalty 5690.075480 = -17091250.837498
  nChanged 36
		SP:Iteration 15Q (29454.210000 sec): 3 clusters
  Score: Raw -17096997.660533 + Penalty 5690.075480 = -17091307.585053
  nChanged 19
		SP:Iteration 16Q (29455.090000 sec): 3 clusters
  Score: Raw -17097030.954968 + Penalty 5690.075480 = -17091340.879487
  nChanged 19
		SP:Iteration 17Q (29455.960000 sec): 3 clusters
  Score: Raw -17097066.372047 + Penalty 5690.075480 = -17091376.296567
  nChanged 18
		SP:Iteration 18Q (29456.840000 sec): 3 clusters
  Score: Raw -17097088.941216 + Penalty 5690.075480 = -17091398.865736
  nChanged 12
		SP:Iteration 19Q (29457.650000 sec): 3 clusters
  Score: Raw -17097107.321284 + Penalty 5690.075480 = -17091417.245804
  nChanged 5
		SP:Iteration 20F (29458.570000 sec): 3 clusters
  Score: Raw -17097117.195653 + Penalty 5690.075480 = -17091427.120173
  nChanged 5
		SP:Iteration 21Q (29459.450000 sec): 3 clusters
  Score: Raw -17097123.170648 + Penalty 5690.075480 = -17091433.095168
  nChanged 3
		SP:Iteration 22Q (29460.370000 sec): 3 clusters
  Score: Raw -17097127.700898 + Penalty 5690.075480 = -17091437.625418
  nChanged 4
		SP:Iteration 23Q (29461.240000 sec): 3 clusters
  Score: Raw -17097132.043063 + Penalty 5690.075480 = -17091441.967582
  nChanged 2
		SP:Iteration 24Q (29462.070000 sec): 3 clusters
  Score: Raw -17097135.507291 + Penalty 5690.075480 = -17091445.431810
  nChanged 1
		SP:Iteration 25Q (29462.950000 sec): 3 clusters
  Score: Raw -17097137.354880 + Penalty 5690.075480 = -17091447.279400
  nChanged 3
		SP:Iteration 26Q (29463.840000 sec): 3 clusters
  Score: Raw -17097142.958979 + Penalty 5690.075480 = -17091452.883499
  nChanged 4
		SP:Iteration 27Q (29464.720000 sec): 3 clusters
  Score: Raw -17097150.937036 + Penalty 5690.075480 = -17091460.861556
  nChanged 3
		SP:Iteration 28Q (29465.600000 sec): 3 clusters
  Score: Raw -17097155.292225 + Penalty 5690.075480 = -17091465.216745
  nChanged 3
		SP:Iteration 29Q (29466.480000 sec): 3 clusters
  Score: Raw -17097157.767157 + Penalty 5690.075480 = -17091467.691676
  nChanged 0
		SP:Iteration 30F (29467.440000 sec): 3 clusters
  Score: Raw -17097157.767157 + Penalty 5690.075480 = -17091467.691676
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29467.530000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29467.700000 sec): 3 clusters
  Score: Raw -82572.106484 + Penalty 3110.410262 = -79461.696222
  nChanged 99
		SP:Iteration 1F (29467.880000 sec): 3 clusters
  Score: Raw -82764.821618 + Penalty 3110.410262 = -79654.411356
  nChanged 26
		SP:Iteration 2Q (29468.050000 sec): 3 clusters
  Score: Raw -82820.904795 + Penalty 3110.410262 = -79710.494533
  nChanged 9
		SP:Iteration 3Q (29468.230000 sec): 3 clusters
  Score: Raw -82845.270079 + Penalty 3110.410262 = -79734.859817
  nChanged 12
		SP:Iteration 4Q (29468.410000 sec): 3 clusters
  Score: Raw -82885.870223 + Penalty 3110.410262 = -79775.459961
  nChanged 14
		SP:Iteration 5Q (29468.580000 sec): 3 clusters
  Score: Raw -82923.848993 + Penalty 3110.410262 = -79813.438731
  nChanged 9
		SP:Iteration 6Q (29468.760000 sec): 3 clusters
  Score: Raw -82954.933698 + Penalty 3110.410262 = -79844.523436
  nChanged 7
		SP:Iteration 7Q (29468.930000 sec): 3 clusters
  Score: Raw -82968.612829 + Penalty 3110.410262 = -79858.202567
  nChanged 3
		SP:Iteration 8Q (29469.110000 sec): 3 clusters
  Score: Raw -82972.929299 + Penalty 3110.410262 = -79862.519036
  nChanged 3
		SP:Iteration 9Q (29469.290000 sec): 3 clusters
  Score: Raw -82983.438343 + Penalty 3110.410262 = -79873.028081
  nChanged 3
		SP:Iteration 10Q (29469.460000 sec): 3 clusters
  Score: Raw -82991.399485 + Penalty 3110.410262 = -79880.989223
  nChanged 3
		SP:Iteration 11Q (29469.680000 sec): 3 clusters
  Score: Raw -83005.947870 + Penalty 3110.410262 = -79895.537608
  nChanged 3
		SP:Iteration 12Q (29469.850000 sec): 3 clusters
  Score: Raw -83016.770458 + Penalty 3110.410262 = -79906.360196
  nChanged 6
		SP:Iteration 13Q (29470.030000 sec): 3 clusters
  Score: Raw -83038.442682 + Penalty 3110.410262 = -79928.032419
  nChanged 4
		SP:Iteration 14Q (29470.210000 sec): 3 clusters
  Score: Raw -83047.804078 + Penalty 3110.410262 = -79937.393816
  nChanged 5
		SP:Iteration 15Q (29470.380000 sec): 3 clusters
  Score: Raw -83083.826423 + Penalty 3110.410262 = -79973.416161
  nChanged 7
		SP:Iteration 16Q (29470.550000 sec): 3 clusters
  Score: Raw -83132.043603 + Penalty 3110.410262 = -80021.633341
  nChanged 4
		SP:Iteration 17Q (29470.730000 sec): 3 clusters
  Score: Raw -83138.371518 + Penalty 3110.410262 = -80027.961256
  nChanged 2
		SP:Iteration 18Q (29470.910000 sec): 3 clusters
  Score: Raw -83141.946537 + Penalty 3110.410262 = -80031.536275
  nChanged 1
		SP:Iteration 19Q (29471.030000 sec): 3 clusters
  Score: Raw -83143.825805 + Penalty 3110.410262 = -80033.415542
  nChanged 1
		SP:Iteration 20F (29471.200000 sec): 3 clusters
  Score: Raw -83145.054660 + Penalty 3110.410262 = -80034.644398
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29471.290000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29471.470000 sec): 3 clusters
  Score: Raw -34429.942942 + Penalty 2645.028521 = -31784.914421
  nChanged 23
		SP:Iteration 1F (29471.640000 sec): 3 clusters
  Score: Raw -34530.138292 + Penalty 2645.028521 = -31885.109771
  nChanged 8
		SP:Iteration 2Q (29471.810000 sec): 3 clusters
  Score: Raw -34559.970140 + Penalty 2645.028521 = -31914.941619
  nChanged 2
		SP:Iteration 3Q (29471.990000 sec): 3 clusters
  Score: Raw -34570.689803 + Penalty 2645.028521 = -31925.661281
  nChanged 2
		SP:Iteration 4Q (29472.170000 sec): 3 clusters
  Score: Raw -34578.384326 + Penalty 2645.028521 = -31933.355805
  nChanged 1
		SP:Iteration 5Q (29472.340000 sec): 3 clusters
  Score: Raw -34589.673698 + Penalty 2645.028521 = -31944.645177
  nChanged 1
		SP:Iteration 6Q (29472.520000 sec): 3 clusters
  Score: Raw -34590.961688 + Penalty 2645.028521 = -31945.933167
  nChanged 0
		SP:Iteration 7F (29472.690000 sec): 3 clusters
  Score: Raw -34590.961688 + Penalty 2645.028521 = -31945.933167
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29472.780000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29472.960000 sec): 3 clusters
  Score: Raw -18261.332703 + Penalty 2331.438261 = -15929.894442
  nChanged 2
		SP:Iteration 1Q (29473.130000 sec): 3 clusters
  Score: Raw -18288.221235 + Penalty 2331.438261 = -15956.782973
  nChanged 0
		SP:Iteration 2F (29473.310000 sec): 3 clusters
  Score: Raw -18288.221235 + Penalty 2331.438261 = -15956.782973
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29473.400000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29473.570000 sec): 3 clusters
  Score: Raw -79094.950766 + Penalty 3061.163496 = -76033.787270
  nChanged 81
		SP:Iteration 1F (29473.750000 sec): 3 clusters
  Score: Raw -79243.818783 + Penalty 3061.163496 = -76182.655287
  nChanged 17
		SP:Iteration 2Q (29473.930000 sec): 3 clusters
  Score: Raw -79281.783329 + Penalty 3061.163496 = -76220.619833
  nChanged 10
		SP:Iteration 3Q (29474.100000 sec): 3 clusters
  Score: Raw -79305.534214 + Penalty 3061.163496 = -76244.370717
  nChanged 4
		SP:Iteration 4Q (29474.280000 sec): 3 clusters
  Score: Raw -79315.453505 + Penalty 3061.163496 = -76254.290009
  nChanged 2
		SP:Iteration 5Q (29474.450000 sec): 3 clusters
  Score: Raw -79320.709922 + Penalty 3061.163496 = -76259.546426
  nChanged 2
		SP:Iteration 6Q (29474.630000 sec): 3 clusters
  Score: Raw -79323.753246 + Penalty 3061.163496 = -76262.589750
  nChanged 1
		SP:Iteration 7Q (29474.810000 sec): 3 clusters
  Score: Raw -79325.877938 + Penalty 3061.163496 = -76264.714442
  nChanged 0
		SP:Iteration 8F (29474.980000 sec): 3 clusters
  Score: Raw -79325.877938 + Penalty 3061.163496 = -76264.714442
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29475.070000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29475.250000 sec): 3 clusters
  Score: Raw -132173.255000 + Penalty 3295.965121 = -128877.289879
  nChanged 182
		SP:Iteration 1F (29475.420000 sec): 3 clusters
  Score: Raw -132457.350409 + Penalty 3295.965121 = -129161.385288
  nChanged 50
		SP:Iteration 2F (29475.600000 sec): 3 clusters
  Score: Raw -132559.252356 + Penalty 3295.965121 = -129263.287235
  nChanged 18
		SP:Iteration 3Q (29475.770000 sec): 3 clusters
  Score: Raw -132587.899975 + Penalty 3295.965121 = -129291.934854
  nChanged 14
		SP:Iteration 4Q (29475.950000 sec): 3 clusters
  Score: Raw -132610.047614 + Penalty 3295.965121 = -129314.082493
  nChanged 7
		SP:Iteration 5Q (29476.120000 sec): 3 clusters
  Score: Raw -132620.307871 + Penalty 3295.965121 = -129324.342750
  nChanged 4
		SP:Iteration 6Q (29476.300000 sec): 3 clusters
  Score: Raw -132630.017303 + Penalty 3295.965121 = -129334.052182
  nChanged 9
		SP:Iteration 7Q (29476.470000 sec): 3 clusters
  Score: Raw -132642.207436 + Penalty 3295.965121 = -129346.242315
  nChanged 0
		SP:Iteration 8F (29476.650000 sec): 3 clusters
  Score: Raw -132642.207436 + Penalty 3295.965121 = -129346.242315
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29476.740000 sec): 2 clusters
  Score: Raw -20812.607742 + Penalty 1322.514261 = -19490.093481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29476.910000 sec): 3 clusters
  Score: Raw -21113.828756 + Penalty 2645.028521 = -18468.800235
  nChanged 26
		SP:Iteration 1F (29477.090000 sec): 3 clusters
  Score: Raw -21203.632510 + Penalty 2645.028521 = -18558.603988
  nChanged 8
		SP:Iteration 2Q (29477.230000 sec): 3 clusters
  Score: Raw -21228.869539 + Penalty 2645.028521 = -18583.841017
  nChanged 4
		SP:Iteration 3Q (29477.230000 sec): 3 clusters
  Score: Raw -21244.487565 + Penalty 2645.028521 = -18599.459043
  nChanged 3
		SP:Iteration 4Q (29477.240000 sec): 3 clusters
  Score: Raw -21275.112581 + Penalty 2645.028521 = -18630.084060
  nChanged 3
		SP:Iteration 5Q (29477.250000 sec): 3 clusters
  Score: Raw -21280.468314 + Penalty 2645.028521 = -18635.439792
  nChanged 0
		SP:Iteration 6F (29477.250000 sec): 3 clusters
  Score: Raw -21280.468314 + Penalty 2645.028521 = -18635.439792
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29477.290000 sec): 2 clusters
  Score: Raw -134555.925709 + Penalty 1644.736441 = -132911.189268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29477.320000 sec): 3 clusters
  Score: Raw -134464.735831 + Penalty 3289.472882 = -131175.262949
  nChanged 160
		SP:Iteration 1F (29477.340000 sec): 3 clusters
  Score: Raw -134662.886029 + Penalty 3289.472882 = -131373.413148
  nChanged 38
		SP:Iteration 2F (29477.370000 sec): 3 clusters
  Score: Raw -134705.175781 + Penalty 3289.472882 = -131415.702899
  nChanged 11
		SP:Iteration 3Q (29477.390000 sec): 3 clusters
  Score: Raw -134719.524375 + Penalty 3289.472882 = -131430.051493
  nChanged 6
		SP:Iteration 4Q (29477.410000 sec): 3 clusters
  Score: Raw -134724.333069 + Penalty 3289.472882 = -131434.860188
  nChanged 2
		SP:Iteration 5Q (29477.440000 sec): 3 clusters
  Score: Raw -134727.208730 + Penalty 3289.472882 = -131437.735848
  nChanged 3
		SP:Iteration 6Q (29477.460000 sec): 3 clusters
  Score: Raw -134731.441965 + Penalty 3289.472882 = -131441.969083
  nChanged 2
		SP:Iteration 7Q (29477.480000 sec): 3 clusters
  Score: Raw -134732.707737 + Penalty 3289.472882 = -131443.234855
  nChanged 2
		SP:Iteration 8Q (29477.510000 sec): 3 clusters
  Score: Raw -134734.821582 + Penalty 3289.472882 = -131445.348701
  nChanged 3
		SP:Iteration 9Q (29477.530000 sec): 3 clusters
  Score: Raw -134738.419955 + Penalty 3289.472882 = -131448.947074
  nChanged 0
		SP:Iteration 10F (29477.550000 sec): 3 clusters
  Score: Raw -134738.419955 + Penalty 3289.472882 = -131448.947074
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29477.610000 sec): 2 clusters
  Score: Raw -271188.321830 + Penalty 1823.723138 = -269364.598692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29477.660000 sec): 3 clusters
  Score: Raw -270700.138444 + Penalty 3647.446276 = -267052.692168
  nChanged 469
		SP:Iteration 1F (29477.700000 sec): 3 clusters
  Score: Raw -271082.299537 + Penalty 3647.446276 = -267434.853262
  nChanged 126
		SP:Iteration 2F (29477.740000 sec): 3 clusters
  Score: Raw -271189.303497 + Penalty 3647.446276 = -267541.857221
  nChanged 53
		SP:Iteration 3Q (29477.780000 sec): 3 clusters
  Score: Raw -271236.990576 + Penalty 3647.446276 = -267589.544300
  nChanged 39
		SP:Iteration 4Q (29477.820000 sec): 3 clusters
  Score: Raw -271282.703079 + Penalty 3647.446276 = -267635.256803
  nChanged 42
		SP:Iteration 5Q (29477.870000 sec): 3 clusters
  Score: Raw -271337.469948 + Penalty 3647.446276 = -267690.023672
  nChanged 34
		SP:Iteration 6Q (29477.910000 sec): 3 clusters
  Score: Raw -271368.229708 + Penalty 3647.446276 = -267720.783432
  nChanged 24
		SP:Iteration 7Q (29477.950000 sec): 3 clusters
  Score: Raw -271396.421231 + Penalty 3647.446276 = -267748.974955
  nChanged 18
		SP:Iteration 8Q (29477.990000 sec): 3 clusters
  Score: Raw -271411.928932 + Penalty 3647.446276 = -267764.482657
  nChanged 13
		SP:Iteration 9Q (29478.030000 sec): 3 clusters
  Score: Raw -271426.713162 + Penalty 3647.446276 = -267779.266886
  nChanged 16
		SP:Iteration 10Q (29478.070000 sec): 3 clusters
  Score: Raw -271437.826763 + Penalty 3647.446276 = -267790.380487
  nChanged 13
		SP:Iteration 11Q (29478.110000 sec): 3 clusters
  Score: Raw -271447.787996 + Penalty 3647.446276 = -267800.341720
  nChanged 16
		SP:Iteration 12Q (29478.150000 sec): 3 clusters
  Score: Raw -271462.968044 + Penalty 3647.446276 = -267815.521768
  nChanged 15
		SP:Iteration 13Q (29478.190000 sec): 3 clusters
  Score: Raw -271477.288800 + Penalty 3647.446276 = -267829.842524
  nChanged 12
		SP:Iteration 14Q (29478.230000 sec): 3 clusters
  Score: Raw -271485.834069 + Penalty 3647.446276 = -267838.387793
  nChanged 10
		SP:Iteration 15Q (29478.280000 sec): 3 clusters
  Score: Raw -271499.664937 + Penalty 3647.446276 = -267852.218661
  nChanged 11
		SP:Iteration 16Q (29478.320000 sec): 3 clusters
  Score: Raw -271507.707024 + Penalty 3647.446276 = -267860.260748
  nChanged 7
		SP:Iteration 17Q (29478.360000 sec): 3 clusters
  Score: Raw -271514.920523 + Penalty 3647.446276 = -267867.474247
  nChanged 11
		SP:Iteration 18Q (29478.400000 sec): 3 clusters
  Score: Raw -271521.069716 + Penalty 3647.446276 = -267873.623440
  nChanged 9
		SP:Iteration 19Q (29478.440000 sec): 3 clusters
  Score: Raw -271528.357534 + Penalty 3647.446276 = -267880.911258
  nChanged 7
		SP:Iteration 20F (29478.480000 sec): 3 clusters
  Score: Raw -271532.766345 + Penalty 3647.446276 = -267885.320069
  nChanged 6
		SP:Iteration 21Q (29478.530000 sec): 3 clusters
  Score: Raw -271539.589563 + Penalty 3647.446276 = -267892.143287
  nChanged 11
		SP:Iteration 22Q (29478.570000 sec): 3 clusters
  Score: Raw -271545.236514 + Penalty 3647.446276 = -267897.790238
  nChanged 6
		SP:Iteration 23Q (29478.610000 sec): 3 clusters
  Score: Raw -271552.225037 + Penalty 3647.446276 = -267904.778762
  nChanged 7
		SP:Iteration 24Q (29478.650000 sec): 3 clusters
  Score: Raw -271557.329224 + Penalty 3647.446276 = -267909.882949
  nChanged 9
		SP:Iteration 25Q (29478.690000 sec): 3 clusters
  Score: Raw -271562.812823 + Penalty 3647.446276 = -267915.366547
  nChanged 6
		SP:Iteration 26Q (29478.730000 sec): 3 clusters
  Score: Raw -271571.197586 + Penalty 3647.446276 = -267923.751311
  nChanged 8
		SP:Iteration 27Q (29478.770000 sec): 3 clusters
  Score: Raw -271578.078832 + Penalty 3647.446276 = -267930.632556
  nChanged 3
		SP:Iteration 28Q (29478.810000 sec): 3 clusters
  Score: Raw -271579.714324 + Penalty 3647.446276 = -267932.268048
  nChanged 1
		SP:Iteration 29Q (29478.850000 sec): 3 clusters
  Score: Raw -271580.428698 + Penalty 3647.446276 = -267932.982422
  nChanged 1
		SP:Iteration 30Q (29478.890000 sec): 3 clusters
  Score: Raw -271580.842465 + Penalty 3647.446276 = -267933.396189
  nChanged 1
		SP:Iteration 31Q (29478.940000 sec): 3 clusters
  Score: Raw -271581.031579 + Penalty 3647.446276 = -267933.585303
  nChanged 1
		SP:Iteration 32Q (29478.980000 sec): 3 clusters
  Score: Raw -271583.726024 + Penalty 3647.446276 = -267936.279749
  nChanged 3
		SP:Iteration 33Q (29479.020000 sec): 3 clusters
  Score: Raw -271586.369265 + Penalty 3647.446276 = -267938.922989
  nChanged 4
		SP:Iteration 34Q (29479.060000 sec): 3 clusters
  Score: Raw -271588.876621 + Penalty 3647.446276 = -267941.430346
  nChanged 0
		SP:Iteration 35F (29479.100000 sec): 3 clusters
  Score: Raw -271588.876621 + Penalty 3647.446276 = -267941.430346
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29479.140000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29479.160000 sec): 3 clusters
  Score: Raw -60000.208019 + Penalty 2975.472535 = -57024.735484
  nChanged 66
		SP:Iteration 1F (29479.180000 sec): 3 clusters
  Score: Raw -60166.693959 + Penalty 2975.472535 = -57191.221425
  nChanged 14
		SP:Iteration 2Q (29479.190000 sec): 3 clusters
  Score: Raw -60208.059301 + Penalty 2975.472535 = -57232.586767
  nChanged 7
		SP:Iteration 3Q (29479.210000 sec): 3 clusters
  Score: Raw -60225.522671 + Penalty 2975.472535 = -57250.050136
  nChanged 5
		SP:Iteration 4Q (29479.220000 sec): 3 clusters
  Score: Raw -60235.534095 + Penalty 2975.472535 = -57260.061561
  nChanged 3
		SP:Iteration 5Q (29479.240000 sec): 3 clusters
  Score: Raw -60244.013610 + Penalty 2975.472535 = -57268.541075
  nChanged 4
		SP:Iteration 6Q (29479.250000 sec): 3 clusters
  Score: Raw -60252.893240 + Penalty 2975.472535 = -57277.420705
  nChanged 2
		SP:Iteration 7Q (29479.270000 sec): 3 clusters
  Score: Raw -60257.382744 + Penalty 2975.472535 = -57281.910209
  nChanged 1
		SP:Iteration 8Q (29479.280000 sec): 3 clusters
  Score: Raw -60258.913657 + Penalty 2975.472535 = -57283.441122
  nChanged 0
		SP:Iteration 9F (29479.300000 sec): 3 clusters
  Score: Raw -60258.913657 + Penalty 2975.472535 = -57283.441122
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29479.350000 sec): 2 clusters
  Score: Raw -185803.202962 + Penalty 1742.333502 = -184060.869460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29479.390000 sec): 3 clusters
  Score: Raw -185520.543927 + Penalty 3484.667004 = -182035.876923
  nChanged 279
		SP:Iteration 1F (29479.420000 sec): 3 clusters
  Score: Raw -185869.884430 + Penalty 3484.667004 = -182385.217426
  nChanged 69
		SP:Iteration 2F (29479.450000 sec): 3 clusters
  Score: Raw -185991.847720 + Penalty 3484.667004 = -182507.180716
  nChanged 49
		SP:Iteration 3Q (29479.480000 sec): 3 clusters
  Score: Raw -186068.502784 + Penalty 3484.667004 = -182583.835780
  nChanged 39
		SP:Iteration 4Q (29479.520000 sec): 3 clusters
  Score: Raw -186146.351279 + Penalty 3484.667004 = -182661.684275
  nChanged 39
		SP:Iteration 5Q (29479.550000 sec): 3 clusters
  Score: Raw -186221.523151 + Penalty 3484.667004 = -182736.856147
  nChanged 44
		SP:Iteration 6Q (29479.580000 sec): 3 clusters
  Score: Raw -186304.408005 + Penalty 3484.667004 = -182819.741001
  nChanged 35
		SP:Iteration 7Q (29479.620000 sec): 3 clusters
  Score: Raw -186385.640165 + Penalty 3484.667004 = -182900.973161
  nChanged 32
		SP:Iteration 8Q (29479.650000 sec): 3 clusters
  Score: Raw -186467.192581 + Penalty 3484.667004 = -182982.525577
  nChanged 30
		SP:Iteration 9Q (29479.680000 sec): 3 clusters
  Score: Raw -186539.825272 + Penalty 3484.667004 = -183055.158268
  nChanged 34
		SP:Iteration 10Q (29479.710000 sec): 3 clusters
  Score: Raw -186587.880061 + Penalty 3484.667004 = -183103.213057
  nChanged 27
		SP:Iteration 11Q (29479.750000 sec): 3 clusters
  Score: Raw -186627.678734 + Penalty 3484.667004 = -183143.011730
  nChanged 17
		SP:Iteration 12Q (29479.780000 sec): 3 clusters
  Score: Raw -186658.215163 + Penalty 3484.667004 = -183173.548159
  nChanged 19
		SP:Iteration 13Q (29479.810000 sec): 3 clusters
  Score: Raw -186707.001646 + Penalty 3484.667004 = -183222.334642
  nChanged 21
		SP:Iteration 14Q (29479.840000 sec): 3 clusters
  Score: Raw -186751.865764 + Penalty 3484.667004 = -183267.198760
  nChanged 23
		SP:Iteration 15Q (29479.880000 sec): 3 clusters
  Score: Raw -186796.313917 + Penalty 3484.667004 = -183311.646913
  nChanged 22
		SP:Iteration 16Q (29479.910000 sec): 3 clusters
  Score: Raw -186824.056273 + Penalty 3484.667004 = -183339.389269
  nChanged 12
		SP:Iteration 17Q (29479.940000 sec): 3 clusters
  Score: Raw -186836.338117 + Penalty 3484.667004 = -183351.671113
  nChanged 4
		SP:Iteration 18Q (29479.980000 sec): 3 clusters
  Score: Raw -186839.232025 + Penalty 3484.667004 = -183354.565021
  nChanged 0
		SP:Iteration 19F (29480.010000 sec): 3 clusters
  Score: Raw -186839.232025 + Penalty 3484.667004 = -183354.565021
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29480.650000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29481.570000 sec): 3 clusters
  Score: Raw -19043752.065003 + Penalty 5708.955617 = -19038043.109385
  nChanged 47136
		SP:Iteration 1F (29482.580000 sec): 3 clusters
  Score: Raw -19070924.116392 + Penalty 5708.955617 = -19065215.160774
  nChanged 3613
		SP:Iteration 2Q (29483.680000 sec): 3 clusters
  Score: Raw -19072076.921441 + Penalty 5708.955617 = -19066367.965823
  nChanged 4366
		SP:Iteration 3Q (29484.610000 sec): 3 clusters
  Score: Raw -19073859.219608 + Penalty 5708.955617 = -19068150.263990
  nChanged 5518
		SP:Iteration 4F (29485.500000 sec): 3 clusters
  Score: Raw -19076781.077784 + Penalty 5708.955617 = -19071072.122167
  nChanged 7199
		SP:Iteration 5F (29486.480000 sec): 3 clusters
  Score: Raw -19081732.019557 + Penalty 5708.955617 = -19076023.063940
  nChanged 8988
		SP:Iteration 6F (29487.410000 sec): 3 clusters
  Score: Raw -19089551.075372 + Penalty 5708.955617 = -19083842.119755
  nChanged 8994
		SP:Iteration 7F (29488.380000 sec): 3 clusters
  Score: Raw -19098444.290844 + Penalty 5708.955617 = -19092735.335227
  nChanged 6035
		SP:Iteration 8F (29489.280000 sec): 3 clusters
  Score: Raw -19104540.254561 + Penalty 5708.955617 = -19098831.298943
  nChanged 2495
		SP:Iteration 9Q (29490.250000 sec): 3 clusters
  Score: Raw -19106970.187243 + Penalty 5708.955617 = -19101261.231625
  nChanged 684
		SP:Iteration 10Q (29491.180000 sec): 3 clusters
  Score: Raw -19107672.092802 + Penalty 5708.955617 = -19101963.137185
  nChanged 152
		SP:Iteration 11Q (29492.060000 sec): 3 clusters
  Score: Raw -19107864.344707 + Penalty 5708.955617 = -19102155.389089
  nChanged 50
		SP:Iteration 12Q (29492.950000 sec): 3 clusters
  Score: Raw -19107946.540499 + Penalty 5708.955617 = -19102237.584881
  nChanged 28
		SP:Iteration 13Q (29493.830000 sec): 3 clusters
  Score: Raw -19107995.814559 + Penalty 5708.955617 = -19102286.858942
  nChanged 18
		SP:Iteration 14Q (29494.670000 sec): 3 clusters
  Score: Raw -19108032.172006 + Penalty 5708.955617 = -19102323.216388
  nChanged 10
		SP:Iteration 15Q (29495.470000 sec): 3 clusters
  Score: Raw -19108047.028049 + Penalty 5708.955617 = -19102338.072432
  nChanged 8
		SP:Iteration 16Q (29496.370000 sec): 3 clusters
  Score: Raw -19108059.389917 + Penalty 5708.955617 = -19102350.434299
  nChanged 5
		SP:Iteration 17Q (29497.210000 sec): 3 clusters
  Score: Raw -19108067.156104 + Penalty 5708.955617 = -19102358.200487
  nChanged 3
		SP:Iteration 18Q (29498.050000 sec): 3 clusters
  Score: Raw -19108075.854148 + Penalty 5708.955617 = -19102366.898531
  nChanged 6
		SP:Iteration 19Q (29498.900000 sec): 3 clusters
  Score: Raw -19108084.678739 + Penalty 5708.955617 = -19102375.723122
  nChanged 1
		SP:Iteration 20F (29499.830000 sec): 3 clusters
  Score: Raw -19108087.676893 + Penalty 5708.955617 = -19102378.721276
  nChanged 1
		SP:Iteration 21Q (29500.710000 sec): 3 clusters
  Score: Raw -19108088.895872 + Penalty 5708.955617 = -19102379.940255
  nChanged 0
		SP:Iteration 22F (29501.640000 sec): 3 clusters
  Score: Raw -19108088.895872 + Penalty 5708.955617 = -19102379.940255
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29501.720000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29501.890000 sec): 3 clusters
  Score: Raw -50645.423631 + Penalty 2829.076107 = -47816.347524
  nChanged 26
		SP:Iteration 1F (29502.070000 sec): 3 clusters
  Score: Raw -50721.792595 + Penalty 2829.076107 = -47892.716488
  nChanged 10
		SP:Iteration 2Q (29502.200000 sec): 3 clusters
  Score: Raw -50757.121300 + Penalty 2829.076107 = -47928.045192
  nChanged 1
		SP:Iteration 3Q (29502.210000 sec): 3 clusters
  Score: Raw -50760.774544 + Penalty 2829.076107 = -47931.698437
  nChanged 1
		SP:Iteration 4Q (29502.220000 sec): 3 clusters
  Score: Raw -50762.405222 + Penalty 2829.076107 = -47933.329115
  nChanged 0
		SP:Iteration 5F (29502.230000 sec): 3 clusters
  Score: Raw -50762.405222 + Penalty 2829.076107 = -47933.329115
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29502.260000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29502.270000 sec): 3 clusters
  Score: Raw -27375.733343 + Penalty 2570.164641 = -24805.568702
  nChanged 15
		SP:Iteration 1F (29502.270000 sec): 3 clusters
  Score: Raw -27456.705853 + Penalty 2570.164641 = -24886.541212
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29502.300000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29502.310000 sec): 3 clusters
  Score: Raw -48053.262402 + Penalty 2810.547637 = -45242.714765
  nChanged 27
		SP:Iteration 1F (29502.330000 sec): 3 clusters
  Score: Raw -48146.706402 + Penalty 2810.547637 = -45336.158764
  nChanged 5
		SP:Iteration 2Q (29502.470000 sec): 3 clusters
  Score: Raw -48171.633176 + Penalty 2810.547637 = -45361.085539
  nChanged 2
		SP:Iteration 3Q (29502.640000 sec): 3 clusters
  Score: Raw -48188.917211 + Penalty 2810.547637 = -45378.369574
  nChanged 2
		SP:Iteration 4Q (29502.820000 sec): 3 clusters
  Score: Raw -48202.170916 + Penalty 2810.547637 = -45391.623279
  nChanged 1
		SP:Iteration 5Q (29502.990000 sec): 3 clusters
  Score: Raw -48208.947908 + Penalty 2810.547637 = -45398.400271
  nChanged 2
		SP:Iteration 6Q (29503.170000 sec): 3 clusters
  Score: Raw -48233.115816 + Penalty 2810.547637 = -45422.568179
  nChanged 3
		SP:Iteration 7Q (29503.340000 sec): 3 clusters
  Score: Raw -48245.041365 + Penalty 2810.547637 = -45434.493727
  nChanged 1
		SP:Iteration 8Q (29503.520000 sec): 3 clusters
  Score: Raw -48249.838118 + Penalty 2810.547637 = -45439.290481
  nChanged 0
		SP:Iteration 9F (29503.690000 sec): 3 clusters
  Score: Raw -48249.838118 + Penalty 2810.547637 = -45439.290481
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29503.780000 sec): 2 clusters
  Score: Raw -151422.756726 + Penalty 1691.634653 = -149731.122073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29503.960000 sec): 3 clusters
  Score: Raw -151266.686017 + Penalty 3383.269306 = -147883.416711
  nChanged 242
		SP:Iteration 1F (29504.130000 sec): 3 clusters
  Score: Raw -151717.836653 + Penalty 3383.269306 = -148334.567347
  nChanged 94
		SP:Iteration 2F (29504.310000 sec): 3 clusters
  Score: Raw -152012.030793 + Penalty 3383.269306 = -148628.761486
  nChanged 68
		SP:Iteration 3F (29504.490000 sec): 3 clusters
  Score: Raw -152198.691710 + Penalty 3383.269306 = -148815.422404
  nChanged 43
		SP:Iteration 4Q (29504.660000 sec): 3 clusters
  Score: Raw -152297.986302 + Penalty 3383.269306 = -148914.716996
  nChanged 28
		SP:Iteration 5Q (29504.830000 sec): 3 clusters
  Score: Raw -152365.346371 + Penalty 3383.269306 = -148982.077065
  nChanged 19
		SP:Iteration 6Q (29505.010000 sec): 3 clusters
  Score: Raw -152399.641495 + Penalty 3383.269306 = -149016.372189
  nChanged 8
		SP:Iteration 7Q (29505.190000 sec): 3 clusters
  Score: Raw -152420.559378 + Penalty 3383.269306 = -149037.290072
  nChanged 8
		SP:Iteration 8Q (29505.360000 sec): 3 clusters
  Score: Raw -152446.811625 + Penalty 3383.269306 = -149063.542319
  nChanged 7
		SP:Iteration 9Q (29505.540000 sec): 3 clusters
  Score: Raw -152474.548903 + Penalty 3383.269306 = -149091.279597
  nChanged 7
		SP:Iteration 10Q (29505.710000 sec): 3 clusters
  Score: Raw -152493.216436 + Penalty 3383.269306 = -149109.947129
  nChanged 5
		SP:Iteration 11Q (29505.890000 sec): 3 clusters
  Score: Raw -152505.605476 + Penalty 3383.269306 = -149122.336170
  nChanged 8
		SP:Iteration 12Q (29506.070000 sec): 3 clusters
  Score: Raw -152530.583822 + Penalty 3383.269306 = -149147.314515
  nChanged 6
		SP:Iteration 13Q (29506.240000 sec): 3 clusters
  Score: Raw -152539.981402 + Penalty 3383.269306 = -149156.712096
  nChanged 3
		SP:Iteration 14Q (29506.420000 sec): 3 clusters
  Score: Raw -152544.270431 + Penalty 3383.269306 = -149161.001124
  nChanged 1
		SP:Iteration 15Q (29506.590000 sec): 3 clusters
  Score: Raw -152547.208855 + Penalty 3383.269306 = -149163.939549
  nChanged 0
		SP:Iteration 16F (29506.770000 sec): 3 clusters
  Score: Raw -152547.208855 + Penalty 3383.269306 = -149163.939549
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29506.860000 sec): 2 clusters
  Score: Raw -44063.093854 + Penalty 1459.063952 = -42604.029901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29507.030000 sec): 3 clusters
  Score: Raw -44241.379438 + Penalty 2918.127905 = -41323.251533
  nChanged 74
		SP:Iteration 1F (29507.210000 sec): 3 clusters
  Score: Raw -44372.201599 + Penalty 2918.127905 = -41454.073694
  nChanged 11
		SP:Iteration 2Q (29507.390000 sec): 3 clusters
  Score: Raw -44399.547031 + Penalty 2918.127905 = -41481.419127
  nChanged 13
		SP:Iteration 3Q (29507.560000 sec): 3 clusters
  Score: Raw -44435.050028 + Penalty 2918.127905 = -41516.922124
  nChanged 5
		SP:Iteration 4Q (29507.740000 sec): 3 clusters
  Score: Raw -44443.338075 + Penalty 2918.127905 = -41525.210171
  nChanged 4
		SP:Iteration 5Q (29507.910000 sec): 3 clusters
  Score: Raw -44451.031706 + Penalty 2918.127905 = -41532.903802
  nChanged 5
		SP:Iteration 6Q (29508.090000 sec): 3 clusters
  Score: Raw -44458.878304 + Penalty 2918.127905 = -41540.750399
  nChanged 2
		SP:Iteration 7Q (29508.270000 sec): 3 clusters
  Score: Raw -44463.105673 + Penalty 2918.127905 = -41544.977769
  nChanged 2
		SP:Iteration 8Q (29508.440000 sec): 3 clusters
  Score: Raw -44467.675728 + Penalty 2918.127905 = -41549.547823
  nChanged 2
		SP:Iteration 9Q (29508.620000 sec): 3 clusters
  Score: Raw -44483.775915 + Penalty 2918.127905 = -41565.648010
  nChanged 2
		SP:Iteration 10Q (29508.670000 sec): 3 clusters
  Score: Raw -44492.303670 + Penalty 2918.127905 = -41574.175765
  nChanged 3
		SP:Iteration 11Q (29508.680000 sec): 3 clusters
  Score: Raw -44503.798870 + Penalty 2918.127905 = -41585.670965
  nChanged 4
		SP:Iteration 12Q (29508.690000 sec): 3 clusters
  Score: Raw -44520.844816 + Penalty 2918.127905 = -41602.716911
  nChanged 2
		SP:Iteration 13Q (29508.700000 sec): 3 clusters
  Score: Raw -44525.865059 + Penalty 2918.127905 = -41607.737155
  nChanged 2
		SP:Iteration 14Q (29508.710000 sec): 3 clusters
  Score: Raw -44542.650455 + Penalty 2918.127905 = -41624.522550
  nChanged 2
		SP:Iteration 15Q (29508.720000 sec): 3 clusters
  Score: Raw -44548.335289 + Penalty 2918.127905 = -41630.207385
  nChanged 1
		SP:Iteration 16Q (29508.740000 sec): 3 clusters
  Score: Raw -44549.953196 + Penalty 2918.127905 = -41631.825292
  nChanged 0
		SP:Iteration 17F (29508.750000 sec): 3 clusters
  Score: Raw -44549.953196 + Penalty 2918.127905 = -41631.825292
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29508.920000 sec): 2 clusters
  Score: Raw -2767264.434851 + Penalty 2402.793663 = -2764861.641188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29509.240000 sec): 3 clusters
  Score: Raw -2758020.075310 + Penalty 4805.587326 = -2753214.487983
  nChanged 6999
		SP:Iteration 1F (29509.550000 sec): 3 clusters
  Score: Raw -2761890.997238 + Penalty 4805.587326 = -2757085.409912
  nChanged 1041
		SP:Iteration 2F (29509.860000 sec): 3 clusters
  Score: Raw -2762371.645223 + Penalty 4805.587326 = -2757566.057896
  nChanged 888
		SP:Iteration 3F (29510.170000 sec): 3 clusters
  Score: Raw -2762774.104576 + Penalty 4805.587326 = -2757968.517250
  nChanged 803
		SP:Iteration 4Q (29510.470000 sec): 3 clusters
  Score: Raw -2763168.367826 + Penalty 4805.587326 = -2758362.780500
  nChanged 780
		SP:Iteration 5Q (29510.780000 sec): 3 clusters
  Score: Raw -2763598.644884 + Penalty 4805.587326 = -2758793.057557
  nChanged 822
		SP:Iteration 6F (29511.090000 sec): 3 clusters
  Score: Raw -2764112.792480 + Penalty 4805.587326 = -2759307.205154
  nChanged 884
		SP:Iteration 7F (29511.400000 sec): 3 clusters
  Score: Raw -2764717.454182 + Penalty 4805.587326 = -2759911.866856
  nChanged 898
		SP:Iteration 8F (29511.710000 sec): 3 clusters
  Score: Raw -2765392.576107 + Penalty 4805.587326 = -2760586.988780
  nChanged 808
		SP:Iteration 9F (29512.010000 sec): 3 clusters
  Score: Raw -2766053.741131 + Penalty 4805.587326 = -2761248.153805
  nChanged 678
		SP:Iteration 10Q (29512.330000 sec): 3 clusters
  Score: Raw -2766671.551868 + Penalty 4805.587326 = -2761865.964541
  nChanged 476
		SP:Iteration 11Q (29512.640000 sec): 3 clusters
  Score: Raw -2767113.227439 + Penalty 4805.587326 = -2762307.640113
  nChanged 312
		SP:Iteration 12Q (29512.950000 sec): 3 clusters
  Score: Raw -2767448.635423 + Penalty 4805.587326 = -2762643.048097
  nChanged 180
		SP:Iteration 13Q (29513.220000 sec): 3 clusters
  Score: Raw -2767663.831990 + Penalty 4805.587326 = -2762858.244663
  nChanged 103
		SP:Iteration 14Q (29513.480000 sec): 3 clusters
  Score: Raw -2767812.950609 + Penalty 4805.587326 = -2763007.363283
  nChanged 77
		SP:Iteration 15Q (29513.750000 sec): 3 clusters
  Score: Raw -2767898.251830 + Penalty 4805.587326 = -2763092.664504
  nChanged 43
		SP:Iteration 16Q (29514.010000 sec): 3 clusters
  Score: Raw -2767962.014099 + Penalty 4805.587326 = -2763156.426772
  nChanged 29
		SP:Iteration 17Q (29514.280000 sec): 3 clusters
  Score: Raw -2768011.951873 + Penalty 4805.587326 = -2763206.364547
  nChanged 18
		SP:Iteration 18Q (29514.550000 sec): 3 clusters
  Score: Raw -2768045.038565 + Penalty 4805.587326 = -2763239.451238
  nChanged 18
		SP:Iteration 19Q (29514.810000 sec): 3 clusters
  Score: Raw -2768074.318842 + Penalty 4805.587326 = -2763268.731516
  nChanged 15
		SP:Iteration 20F (29515.120000 sec): 3 clusters
  Score: Raw -2768097.438773 + Penalty 4805.587326 = -2763291.851447
  nChanged 13
		SP:Iteration 21Q (29515.390000 sec): 3 clusters
  Score: Raw -2768114.106974 + Penalty 4805.587326 = -2763308.519648
  nChanged 10
		SP:Iteration 22Q (29515.660000 sec): 3 clusters
  Score: Raw -2768129.090582 + Penalty 4805.587326 = -2763323.503256
  nChanged 6
		SP:Iteration 23Q (29515.920000 sec): 3 clusters
  Score: Raw -2768135.635858 + Penalty 4805.587326 = -2763330.048532
  nChanged 10
		SP:Iteration 24Q (29516.190000 sec): 3 clusters
  Score: Raw -2768145.968821 + Penalty 4805.587326 = -2763340.381495
  nChanged 3
		SP:Iteration 25Q (29516.450000 sec): 3 clusters
  Score: Raw -2768148.241105 + Penalty 4805.587326 = -2763342.653778
  nChanged 0
		SP:Iteration 26F (29516.720000 sec): 3 clusters
  Score: Raw -2768148.241105 + Penalty 4805.587326 = -2763342.653778
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29516.810000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29516.980000 sec): 3 clusters
  Score: Raw -19076.909424 + Penalty 2690.775209 = -16386.134216
  nChanged 31
		SP:Iteration 1F (29517.070000 sec): 3 clusters
  Score: Raw -19220.565663 + Penalty 2690.775209 = -16529.790454
  nChanged 9
		SP:Iteration 2Q (29517.080000 sec): 3 clusters
  Score: Raw -19257.928075 + Penalty 2690.775209 = -16567.152867
  nChanged 4
		SP:Iteration 3Q (29517.090000 sec): 3 clusters
  Score: Raw -19277.674236 + Penalty 2690.775209 = -16586.899027
  nChanged 3
		SP:Iteration 4Q (29517.090000 sec): 3 clusters
  Score: Raw -19288.775038 + Penalty 2690.775209 = -16597.999830
  nChanged 0
		SP:Iteration 5F (29517.100000 sec): 3 clusters
  Score: Raw -19288.775038 + Penalty 2690.775209 = -16597.999830
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29517.130000 sec): 2 clusters
  Score: Raw -27420.386622 + Penalty 1327.260817 = -26093.125805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29517.140000 sec): 3 clusters
  Score: Raw -27667.915394 + Penalty 2654.521634 = -25013.393760
  nChanged 24
		SP:Iteration 1F (29517.150000 sec): 3 clusters
  Score: Raw -27824.227674 + Penalty 2654.521634 = -25169.706040
  nChanged 3
		SP:Iteration 2Q (29517.160000 sec): 3 clusters
  Score: Raw -27830.241841 + Penalty 2654.521634 = -25175.720207
  nChanged 0
		SP:Iteration 3F (29517.170000 sec): 3 clusters
  Score: Raw -27830.241841 + Penalty 2654.521634 = -25175.720207
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29517.190000 sec): 2 clusters
  Score: Raw -17538.129091 + Penalty 1237.627282 = -16300.501810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29517.190000 sec): 3 clusters
  Score: Raw -17836.615026 + Penalty 2475.254563 = -15361.360463
  nChanged 14
		SP:Iteration 1F (29517.200000 sec): 3 clusters
  Score: Raw -17920.659663 + Penalty 2475.254563 = -15445.405100
  nChanged 3
		SP:Iteration 2Q (29517.210000 sec): 3 clusters
  Score: Raw -17940.582819 + Penalty 2475.254563 = -15465.328256
  nChanged 2
		SP:Iteration 3Q (29517.220000 sec): 3 clusters
  Score: Raw -17982.412687 + Penalty 2475.254563 = -15507.158124
  nChanged 0
		SP:Iteration 4F (29517.230000 sec): 3 clusters
  Score: Raw -17982.412687 + Penalty 2475.254563 = -15507.158124
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29517.250000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29517.280000 sec): 3 clusters
  Score: Raw -72012.279225 + Penalty 2992.410766 = -69019.868459
  nChanged 51
		SP:Iteration 1F (29517.290000 sec): 3 clusters
  Score: Raw -72167.872286 + Penalty 2992.410766 = -69175.461520
  nChanged 16
		SP:Iteration 2Q (29517.320000 sec): 3 clusters
  Score: Raw -72207.415804 + Penalty 2992.410766 = -69215.005038
  nChanged 5
		SP:Iteration 3Q (29517.340000 sec): 3 clusters
  Score: Raw -72230.309329 + Penalty 2992.410766 = -69237.898563
  nChanged 4
		SP:Iteration 4Q (29517.350000 sec): 3 clusters
  Score: Raw -72246.742838 + Penalty 2992.410766 = -69254.332072
  nChanged 0
		SP:Iteration 5F (29517.380000 sec): 3 clusters
  Score: Raw -72246.742838 + Penalty 2992.410766 = -69254.332072
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29517.590000 sec): 2 clusters
  Score: Raw -3706655.542874 + Penalty 2469.965181 = -3704185.577694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29517.930000 sec): 3 clusters
  Score: Raw -3694499.323804 + Penalty 4939.930361 = -3689559.393443
  nChanged 9239
		SP:Iteration 1F (29518.260000 sec): 3 clusters
  Score: Raw -3699451.468180 + Penalty 4939.930361 = -3694511.537819
  nChanged 1142
		SP:Iteration 2F (29518.600000 sec): 3 clusters
  Score: Raw -3699920.506081 + Penalty 4939.930361 = -3694980.575720
  nChanged 1029
		SP:Iteration 3Q (29518.930000 sec): 3 clusters
  Score: Raw -3700428.781511 + Penalty 4939.930361 = -3695488.851150
  nChanged 1025
		SP:Iteration 4Q (29519.320000 sec): 3 clusters
  Score: Raw -3700969.498309 + Penalty 4939.930361 = -3696029.567948
  nChanged 1025
		SP:Iteration 5Q (29519.660000 sec): 3 clusters
  Score: Raw -3701532.648710 + Penalty 4939.930361 = -3696592.718349
  nChanged 1099
		SP:Iteration 6F (29519.930000 sec): 3 clusters
  Score: Raw -3702142.413260 + Penalty 4939.930361 = -3697202.482898
  nChanged 1117
		SP:Iteration 7F (29520.260000 sec): 3 clusters
  Score: Raw -3702755.998954 + Penalty 4939.930361 = -3697816.068593
  nChanged 1076
		SP:Iteration 8F (29520.560000 sec): 3 clusters
  Score: Raw -3703346.906538 + Penalty 4939.930361 = -3698406.976177
  nChanged 956
		SP:Iteration 9Q (29520.900000 sec): 3 clusters
  Score: Raw -3703845.014708 + Penalty 4939.930361 = -3698905.084347
  nChanged 784
		SP:Iteration 10Q (29521.240000 sec): 3 clusters
  Score: Raw -3704203.256793 + Penalty 4939.930361 = -3699263.326432
  nChanged 636
		SP:Iteration 11Q (29521.580000 sec): 3 clusters
  Score: Raw -3704467.224408 + Penalty 4939.930361 = -3699527.294047
  nChanged 555
		SP:Iteration 12Q (29521.960000 sec): 3 clusters
  Score: Raw -3704685.724997 + Penalty 4939.930361 = -3699745.794636
  nChanged 473
		SP:Iteration 13Q (29522.300000 sec): 3 clusters
  Score: Raw -3704866.074206 + Penalty 4939.930361 = -3699926.143845
  nChanged 462
		SP:Iteration 14Q (29522.680000 sec): 3 clusters
  Score: Raw -3705042.616215 + Penalty 4939.930361 = -3700102.685854
  nChanged 444
		SP:Iteration 15Q (29523.030000 sec): 3 clusters
  Score: Raw -3705210.861997 + Penalty 4939.930361 = -3700270.931636
  nChanged 441
		SP:Iteration 16Q (29523.370000 sec): 3 clusters
  Score: Raw -3705388.941885 + Penalty 4939.930361 = -3700449.011524
  nChanged 432
		SP:Iteration 17Q (29523.720000 sec): 3 clusters
  Score: Raw -3705561.634815 + Penalty 4939.930361 = -3700621.704454
  nChanged 416
		SP:Iteration 18Q (29524.060000 sec): 3 clusters
  Score: Raw -3705731.996904 + Penalty 4939.930361 = -3700792.066543
  nChanged 414
		SP:Iteration 19Q (29524.360000 sec): 3 clusters
  Score: Raw -3705926.069518 + Penalty 4939.930361 = -3700986.139157
  nChanged 404
		SP:Iteration 20F (29524.670000 sec): 3 clusters
  Score: Raw -3706118.542093 + Penalty 4939.930361 = -3701178.611732
  nChanged 368
		SP:Iteration 21Q (29525.010000 sec): 3 clusters
  Score: Raw -3706306.602327 + Penalty 4939.930361 = -3701366.671966
  nChanged 342
		SP:Iteration 22Q (29525.360000 sec): 3 clusters
  Score: Raw -3706494.400464 + Penalty 4939.930361 = -3701554.470103
  nChanged 303
		SP:Iteration 23Q (29525.630000 sec): 3 clusters
  Score: Raw -3706665.107636 + Penalty 4939.930361 = -3701725.177275
  nChanged 251
		SP:Iteration 24Q (29525.960000 sec): 3 clusters
  Score: Raw -3706805.681209 + Penalty 4939.930361 = -3701865.750848
  nChanged 193
		SP:Iteration 25Q (29526.220000 sec): 3 clusters
  Score: Raw -3706907.392334 + Penalty 4939.930361 = -3701967.461973
  nChanged 127
		SP:Iteration 26Q (29526.510000 sec): 3 clusters
  Score: Raw -3706969.637580 + Penalty 4939.930361 = -3702029.707219
  nChanged 93
		SP:Iteration 27Q (29526.840000 sec): 3 clusters
  Score: Raw -3707014.742721 + Penalty 4939.930361 = -3702074.812360
  nChanged 75
		SP:Iteration 28Q (29527.180000 sec): 3 clusters
  Score: Raw -3707048.478604 + Penalty 4939.930361 = -3702108.548243
  nChanged 48
		SP:Iteration 29Q (29527.450000 sec): 3 clusters
  Score: Raw -3707070.626385 + Penalty 4939.930361 = -3702130.696024
  nChanged 43
		SP:Iteration 30Q (29527.740000 sec): 3 clusters
  Score: Raw -3707089.024179 + Penalty 4939.930361 = -3702149.093818
  nChanged 31
		SP:Iteration 31Q (29528.090000 sec): 3 clusters
  Score: Raw -3707102.740140 + Penalty 4939.930361 = -3702162.809779
  nChanged 22
		SP:Iteration 32Q (29528.420000 sec): 3 clusters
  Score: Raw -3707113.654052 + Penalty 4939.930361 = -3702173.723691
  nChanged 19
		SP:Iteration 33Q (29528.800000 sec): 3 clusters
  Score: Raw -3707121.735589 + Penalty 4939.930361 = -3702181.805228
  nChanged 25
		SP:Iteration 34Q (29529.110000 sec): 3 clusters
  Score: Raw -3707133.532312 + Penalty 4939.930361 = -3702193.601951
  nChanged 25
		SP:Iteration 35Q (29529.450000 sec): 3 clusters
  Score: Raw -3707142.732366 + Penalty 4939.930361 = -3702202.802005
  nChanged 20
		SP:Iteration 36Q (29529.700000 sec): 3 clusters
  Score: Raw -3707150.737416 + Penalty 4939.930361 = -3702210.807054
  nChanged 22
		SP:Iteration 37Q (29530.090000 sec): 3 clusters
  Score: Raw -3707158.311214 + Penalty 4939.930361 = -3702218.380853
  nChanged 9
		SP:Iteration 38Q (29530.440000 sec): 3 clusters
  Score: Raw -3707161.287015 + Penalty 4939.930361 = -3702221.356654
  nChanged 5
		SP:Iteration 39Q (29530.780000 sec): 3 clusters
  Score: Raw -3707163.297126 + Penalty 4939.930361 = -3702223.366765
  nChanged 7
		SP:Iteration 40F (29531.120000 sec): 3 clusters
  Score: Raw -3707166.735611 + Penalty 4939.930361 = -3702226.805250
  nChanged 9
		SP:Iteration 41Q (29531.440000 sec): 3 clusters
  Score: Raw -3707169.602766 + Penalty 4939.930361 = -3702229.672405
  nChanged 6
		SP:Iteration 42Q (29531.820000 sec): 3 clusters
  Score: Raw -3707171.523631 + Penalty 4939.930361 = -3702231.593270
  nChanged 5
		SP:Iteration 43Q (29532.160000 sec): 3 clusters
  Score: Raw -3707172.822583 + Penalty 4939.930361 = -3702232.892222
  nChanged 7
		SP:Iteration 44Q (29532.430000 sec): 3 clusters
  Score: Raw -3707175.800596 + Penalty 4939.930361 = -3702235.870235
  nChanged 10
		SP:Iteration 45Q (29532.720000 sec): 3 clusters
  Score: Raw -3707179.449791 + Penalty 4939.930361 = -3702239.519430
  nChanged 7
		SP:Iteration 46Q (29533.100000 sec): 3 clusters
  Score: Raw -3707183.442184 + Penalty 4939.930361 = -3702243.511823
  nChanged 10
		SP:Iteration 47Q (29533.440000 sec): 3 clusters
  Score: Raw -3707187.586872 + Penalty 4939.930361 = -3702247.656510
  nChanged 8
		SP:Iteration 48Q (29533.690000 sec): 3 clusters
  Score: Raw -3707191.371080 + Penalty 4939.930361 = -3702251.440718
  nChanged 7
		SP:Iteration 49Q (29533.940000 sec): 3 clusters
  Score: Raw -3707195.369609 + Penalty 4939.930361 = -3702255.439248
  nChanged 6
		SP:Iteration 50Q (29534.350000 sec): 3 clusters
  Score: Raw -3707197.790075 + Penalty 4939.930361 = -3702257.859714
  nChanged 5
		SP:Iteration 51Q (29534.700000 sec): 3 clusters
  Score: Raw -3707199.501994 + Penalty 4939.930361 = -3702259.571633
  nChanged 5
		SP:Iteration 52Q (29535.050000 sec): 3 clusters
  Score: Raw -3707201.692844 + Penalty 4939.930361 = -3702261.762483
  nChanged 7
		SP:Iteration 53Q (29535.290000 sec): 3 clusters
  Score: Raw -3707204.828741 + Penalty 4939.930361 = -3702264.898380
  nChanged 3
		SP:Iteration 54Q (29535.600000 sec): 3 clusters
  Score: Raw -3707206.247951 + Penalty 4939.930361 = -3702266.317590
  nChanged 3
		SP:Iteration 55Q (29536.000000 sec): 3 clusters
  Score: Raw -3707207.302418 + Penalty 4939.930361 = -3702267.372057
  nChanged 2
		SP:Iteration 56Q (29536.310000 sec): 3 clusters
  Score: Raw -3707207.847475 + Penalty 4939.930361 = -3702267.917114
  nChanged 2
		SP:Iteration 57Q (29536.690000 sec): 3 clusters
  Score: Raw -3707208.408800 + Penalty 4939.930361 = -3702268.478439
  nChanged 0
		SP:Iteration 58F (29537.030000 sec): 3 clusters
  Score: Raw -3707208.408800 + Penalty 4939.930361 = -3702268.478439
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29537.090000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29537.270000 sec): 3 clusters
  Score: Raw -40757.280660 + Penalty 2773.129542 = -37984.151118
  nChanged 32
		SP:Iteration 1F (29537.440000 sec): 3 clusters
  Score: Raw -40964.006692 + Penalty 2773.129542 = -38190.877149
  nChanged 16
		SP:Iteration 2F (29537.620000 sec): 3 clusters
  Score: Raw -41060.283655 + Penalty 2773.129542 = -38287.154112
  nChanged 12
		SP:Iteration 3Q (29537.790000 sec): 3 clusters
  Score: Raw -41192.184929 + Penalty 2773.129542 = -38419.055387
  nChanged 12
		SP:Iteration 4Q (29537.970000 sec): 3 clusters
  Score: Raw -41299.176011 + Penalty 2773.129542 = -38526.046469
  nChanged 6
		SP:Iteration 5Q (29538.150000 sec): 3 clusters
  Score: Raw -41329.866077 + Penalty 2773.129542 = -38556.736534
  nChanged 2
		SP:Iteration 6Q (29538.320000 sec): 3 clusters
  Score: Raw -41341.000240 + Penalty 2773.129542 = -38567.870698
  nChanged 1
		SP:Iteration 7Q (29538.500000 sec): 3 clusters
  Score: Raw -41347.543503 + Penalty 2773.129542 = -38574.413960
  nChanged 0
		SP:Iteration 8F (29538.670000 sec): 3 clusters
  Score: Raw -41347.543503 + Penalty 2773.129542 = -38574.413960
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29538.750000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29538.810000 sec): 3 clusters
  Score: Raw -110482.926292 + Penalty 3200.216281 = -107282.710011
  nChanged 132
		SP:Iteration 1F (29538.830000 sec): 3 clusters
  Score: Raw -110689.417730 + Penalty 3200.216281 = -107489.201449
  nChanged 31
		SP:Iteration 2Q (29538.860000 sec): 3 clusters
  Score: Raw -110747.956819 + Penalty 3200.216281 = -107547.740537
  nChanged 15
		SP:Iteration 3Q (29538.880000 sec): 3 clusters
  Score: Raw -110782.643490 + Penalty 3200.216281 = -107582.427209
  nChanged 15
		SP:Iteration 4Q (29538.910000 sec): 3 clusters
  Score: Raw -110817.715085 + Penalty 3200.216281 = -107617.498804
  nChanged 15
		SP:Iteration 5Q (29538.930000 sec): 3 clusters
  Score: Raw -110842.509660 + Penalty 3200.216281 = -107642.293379
  nChanged 11
		SP:Iteration 6Q (29538.950000 sec): 3 clusters
  Score: Raw -110857.570423 + Penalty 3200.216281 = -107657.354142
  nChanged 6
		SP:Iteration 7Q (29538.970000 sec): 3 clusters
  Score: Raw -110866.005531 + Penalty 3200.216281 = -107665.789249
  nChanged 9
		SP:Iteration 8Q (29539.000000 sec): 3 clusters
  Score: Raw -110885.455682 + Penalty 3200.216281 = -107685.239400
  nChanged 4
		SP:Iteration 9Q (29539.020000 sec): 3 clusters
  Score: Raw -110893.011433 + Penalty 3200.216281 = -107692.795151
  nChanged 6
		SP:Iteration 10Q (29539.050000 sec): 3 clusters
  Score: Raw -110907.023985 + Penalty 3200.216281 = -107706.807704
  nChanged 5
		SP:Iteration 11Q (29539.070000 sec): 3 clusters
  Score: Raw -110912.202822 + Penalty 3200.216281 = -107711.986540
  nChanged 1
		SP:Iteration 12Q (29539.090000 sec): 3 clusters
  Score: Raw -110913.560791 + Penalty 3200.216281 = -107713.344509
  nChanged 2
		SP:Iteration 13Q (29539.110000 sec): 3 clusters
  Score: Raw -110916.008001 + Penalty 3200.216281 = -107715.791719
  nChanged 3
		SP:Iteration 14Q (29539.140000 sec): 3 clusters
  Score: Raw -110919.316909 + Penalty 3200.216281 = -107719.100628
  nChanged 2
		SP:Iteration 15Q (29539.160000 sec): 3 clusters
  Score: Raw -110920.705421 + Penalty 3200.216281 = -107720.489140
  nChanged 2
		SP:Iteration 16Q (29539.250000 sec): 3 clusters
  Score: Raw -110922.229546 + Penalty 3200.216281 = -107722.013265
  nChanged 3
		SP:Iteration 17Q (29539.280000 sec): 3 clusters
  Score: Raw -110926.429842 + Penalty 3200.216281 = -107726.213561
  nChanged 5
		SP:Iteration 18Q (29539.310000 sec): 3 clusters
  Score: Raw -110934.613018 + Penalty 3200.216281 = -107734.396737
  nChanged 4
		SP:Iteration 19Q (29539.330000 sec): 3 clusters
  Score: Raw -110942.008561 + Penalty 3200.216281 = -107741.792280
  nChanged 5
		SP:Iteration 20F (29539.350000 sec): 3 clusters
  Score: Raw -110953.923918 + Penalty 3200.216281 = -107753.707636
  nChanged 7
		SP:Iteration 21Q (29539.370000 sec): 3 clusters
  Score: Raw -110963.353367 + Penalty 3200.216281 = -107763.137086
  nChanged 4
		SP:Iteration 22Q (29539.400000 sec): 3 clusters
  Score: Raw -110969.930383 + Penalty 3200.216281 = -107769.714102
  nChanged 1
		SP:Iteration 23Q (29539.420000 sec): 3 clusters
  Score: Raw -110971.274081 + Penalty 3200.216281 = -107771.057800
  nChanged 1
		SP:Iteration 24Q (29539.450000 sec): 3 clusters
  Score: Raw -110975.707960 + Penalty 3200.216281 = -107775.491679
  nChanged 2
		SP:Iteration 25Q (29539.470000 sec): 3 clusters
  Score: Raw -110978.230625 + Penalty 3200.216281 = -107778.014343
  nChanged 0
		SP:Iteration 26F (29539.490000 sec): 3 clusters
  Score: Raw -110978.230625 + Penalty 3200.216281 = -107778.014343
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29539.530000 sec): 2 clusters
  Score: Raw -69888.756865 + Penalty 1575.883770 = -68312.873095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29539.550000 sec): 3 clusters
  Score: Raw -69920.909908 + Penalty 3151.767540 = -66769.142368
  nChanged 136
		SP:Iteration 1F (29539.580000 sec): 3 clusters
  Score: Raw -70205.923298 + Penalty 3151.767540 = -67054.155758
  nChanged 41
		SP:Iteration 2F (29539.600000 sec): 3 clusters
  Score: Raw -70321.145447 + Penalty 3151.767540 = -67169.377907
  nChanged 30
		SP:Iteration 3F (29539.620000 sec): 3 clusters
  Score: Raw -70391.658701 + Penalty 3151.767540 = -67239.891161
  nChanged 22
		SP:Iteration 4Q (29539.650000 sec): 3 clusters
  Score: Raw -70467.901947 + Penalty 3151.767540 = -67316.134407
  nChanged 14
		SP:Iteration 5Q (29539.670000 sec): 3 clusters
  Score: Raw -70519.209458 + Penalty 3151.767540 = -67367.441917
  nChanged 9
		SP:Iteration 6Q (29539.690000 sec): 3 clusters
  Score: Raw -70568.343202 + Penalty 3151.767540 = -67416.575662
  nChanged 7
		SP:Iteration 7Q (29539.710000 sec): 3 clusters
  Score: Raw -70594.677650 + Penalty 3151.767540 = -67442.910109
  nChanged 4
		SP:Iteration 8Q (29539.740000 sec): 3 clusters
  Score: Raw -70603.525860 + Penalty 3151.767540 = -67451.758319
  nChanged 4
		SP:Iteration 9Q (29539.760000 sec): 3 clusters
  Score: Raw -70623.251035 + Penalty 3151.767540 = -67471.483495
  nChanged 8
		SP:Iteration 10Q (29539.790000 sec): 3 clusters
  Score: Raw -70656.728502 + Penalty 3151.767540 = -67504.960962
  nChanged 7
		SP:Iteration 11Q (29539.810000 sec): 3 clusters
  Score: Raw -70688.896345 + Penalty 3151.767540 = -67537.128804
  nChanged 7
		SP:Iteration 12Q (29539.830000 sec): 3 clusters
  Score: Raw -70725.760820 + Penalty 3151.767540 = -67573.993280
  nChanged 8
		SP:Iteration 13Q (29539.850000 sec): 3 clusters
  Score: Raw -70738.809462 + Penalty 3151.767540 = -67587.041922
  nChanged 8
		SP:Iteration 14Q (29539.880000 sec): 3 clusters
  Score: Raw -70759.590762 + Penalty 3151.767540 = -67607.823222
  nChanged 5
		SP:Iteration 15Q (29539.900000 sec): 3 clusters
  Score: Raw -70800.856392 + Penalty 3151.767540 = -67649.088852
  nChanged 8
		SP:Iteration 16Q (29539.920000 sec): 3 clusters
  Score: Raw -70847.690906 + Penalty 3151.767540 = -67695.923366
  nChanged 11
		SP:Iteration 17Q (29539.950000 sec): 3 clusters
  Score: Raw -70912.731660 + Penalty 3151.767540 = -67760.964120
  nChanged 7
		SP:Iteration 18Q (29539.970000 sec): 3 clusters
  Score: Raw -70930.381665 + Penalty 3151.767540 = -67778.614124
  nChanged 7
		SP:Iteration 19Q (29539.990000 sec): 3 clusters
  Score: Raw -70952.073934 + Penalty 3151.767540 = -67800.306394
  nChanged 5
		SP:Iteration 20F (29540.020000 sec): 3 clusters
  Score: Raw -70981.141210 + Penalty 3151.767540 = -67829.373670
  nChanged 3
		SP:Iteration 21Q (29540.040000 sec): 3 clusters
  Score: Raw -71004.746063 + Penalty 3151.767540 = -67852.978523
  nChanged 4
		SP:Iteration 22Q (29540.060000 sec): 3 clusters
  Score: Raw -71038.139579 + Penalty 3151.767540 = -67886.372039
  nChanged 6
		SP:Iteration 23Q (29540.100000 sec): 3 clusters
  Score: Raw -71074.223879 + Penalty 3151.767540 = -67922.456339
  nChanged 5
		SP:Iteration 24Q (29540.130000 sec): 3 clusters
  Score: Raw -71095.069235 + Penalty 3151.767540 = -67943.301695
  nChanged 8
		SP:Iteration 25Q (29540.150000 sec): 3 clusters
  Score: Raw -71130.797193 + Penalty 3151.767540 = -67979.029653
  nChanged 6
		SP:Iteration 26Q (29540.290000 sec): 3 clusters
  Score: Raw -71147.104577 + Penalty 3151.767540 = -67995.337036
  nChanged 9
		SP:Iteration 27Q (29540.460000 sec): 3 clusters
  Score: Raw -71183.588820 + Penalty 3151.767540 = -68031.821280
  nChanged 6
		SP:Iteration 28Q (29540.640000 sec): 3 clusters
  Score: Raw -71215.780612 + Penalty 3151.767540 = -68064.013072
  nChanged 6
		SP:Iteration 29Q (29540.810000 sec): 3 clusters
  Score: Raw -71253.795680 + Penalty 3151.767540 = -68102.028140
  nChanged 7
		SP:Iteration 30Q (29540.860000 sec): 3 clusters
  Score: Raw -71279.168585 + Penalty 3151.767540 = -68127.401045
  nChanged 8
		SP:Iteration 31Q (29540.880000 sec): 3 clusters
  Score: Raw -71305.573512 + Penalty 3151.767540 = -68153.805972
  nChanged 8
		SP:Iteration 32Q (29540.890000 sec): 3 clusters
  Score: Raw -71338.114778 + Penalty 3151.767540 = -68186.347238
  nChanged 4
		SP:Iteration 33Q (29540.920000 sec): 3 clusters
  Score: Raw -71366.254074 + Penalty 3151.767540 = -68214.486534
  nChanged 3
		SP:Iteration 34Q (29540.940000 sec): 3 clusters
  Score: Raw -71390.338342 + Penalty 3151.767540 = -68238.570802
  nChanged 4
		SP:Iteration 35Q (29540.970000 sec): 3 clusters
  Score: Raw -71409.929717 + Penalty 3151.767540 = -68258.162177
  nChanged 4
		SP:Iteration 36Q (29540.990000 sec): 3 clusters
  Score: Raw -71457.511064 + Penalty 3151.767540 = -68305.743523
  nChanged 6
		SP:Iteration 37Q (29541.010000 sec): 3 clusters
  Score: Raw -71496.467604 + Penalty 3151.767540 = -68344.700064
  nChanged 2
		SP:Iteration 38Q (29541.030000 sec): 3 clusters
  Score: Raw -71502.011143 + Penalty 3151.767540 = -68350.243602
  nChanged 1
		SP:Iteration 39Q (29541.060000 sec): 3 clusters
  Score: Raw -71507.449746 + Penalty 3151.767540 = -68355.682205
  nChanged 0
		SP:Iteration 40F (29541.080000 sec): 3 clusters
  Score: Raw -71522.209239 + Penalty 3151.767540 = -68370.441699
  nChanged 5
		SP:Iteration 41Q (29541.100000 sec): 3 clusters
  Score: Raw -71560.706802 + Penalty 3151.767540 = -68408.939262
  nChanged 3
		SP:Iteration 42Q (29541.130000 sec): 3 clusters
  Score: Raw -71578.185212 + Penalty 3151.767540 = -68426.417672
  nChanged 1
		SP:Iteration 43Q (29541.150000 sec): 3 clusters
  Score: Raw -71586.163589 + Penalty 3151.767540 = -68434.396048
  nChanged 1
		SP:Iteration 44Q (29541.170000 sec): 3 clusters
  Score: Raw -71593.892865 + Penalty 3151.767540 = -68442.125325
  nChanged 0
		SP:Iteration 45F (29541.190000 sec): 3 clusters
  Score: Raw -71593.892865 + Penalty 3151.767540 = -68442.125325
  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 3.86 GB.

 Trying to split cluster 42 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29541.240000 sec): 2 clusters
  Score: Raw -29094.900373 + Penalty 1313.982707 = -27780.917666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29541.250000 sec): 3 clusters
  Score: Raw -29300.088380 + Penalty 2627.965414 = -26672.122966
  nChanged 16
		SP:Iteration 1F (29541.260000 sec): 3 clusters
  Score: Raw -29372.035109 + Penalty 2627.965414 = -26744.069695
  nChanged 2
		SP:Iteration 2Q (29541.270000 sec): 3 clusters
  Score: Raw -29381.464763 + Penalty 2627.965414 = -26753.499349
  nChanged 0
		SP:Iteration 3F (29541.270000 sec): 3 clusters
  Score: Raw -29381.464763 + Penalty 2627.965414 = -26753.499349
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29541.310000 sec): 2 clusters
  Score: Raw -108981.123850 + Penalty 1611.573973 = -107369.549877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29541.330000 sec): 3 clusters
  Score: Raw -108972.321502 + Penalty 3223.147946 = -105749.173555
  nChanged 140
		SP:Iteration 1F (29541.360000 sec): 3 clusters
  Score: Raw -109179.446718 + Penalty 3223.147946 = -105956.298772
  nChanged 38
		SP:Iteration 2F (29541.380000 sec): 3 clusters
  Score: Raw -109264.813450 + Penalty 3223.147946 = -106041.665504
  nChanged 26
		SP:Iteration 3Q (29541.400000 sec): 3 clusters
  Score: Raw -109334.382340 + Penalty 3223.147946 = -106111.234394
  nChanged 27
		SP:Iteration 4Q (29541.430000 sec): 3 clusters
  Score: Raw -109386.123818 + Penalty 3223.147946 = -106162.975872
  nChanged 19
		SP:Iteration 5Q (29541.450000 sec): 3 clusters
  Score: Raw -109444.508088 + Penalty 3223.147946 = -106221.360142
  nChanged 16
		SP:Iteration 6Q (29541.470000 sec): 3 clusters
  Score: Raw -109489.713521 + Penalty 3223.147946 = -106266.565575
  nChanged 15
		SP:Iteration 7Q (29541.500000 sec): 3 clusters
  Score: Raw -109514.711660 + Penalty 3223.147946 = -106291.563714
  nChanged 3
		SP:Iteration 8Q (29541.520000 sec): 3 clusters
  Score: Raw -109518.920894 + Penalty 3223.147946 = -106295.772948
  nChanged 1
		SP:Iteration 9Q (29541.550000 sec): 3 clusters
  Score: Raw -109519.978263 + Penalty 3223.147946 = -106296.830317
  nChanged 0
		SP:Iteration 10F (29541.570000 sec): 3 clusters
  Score: Raw -109519.978263 + Penalty 3223.147946 = -106296.830317
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29541.630000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29541.660000 sec): 3 clusters
  Score: Raw -162650.412821 + Penalty 3409.602454 = -159240.810367
  nChanged 240
		SP:Iteration 1F (29541.690000 sec): 3 clusters
  Score: Raw -162990.290345 + Penalty 3409.602454 = -159580.687891
  nChanged 67
		SP:Iteration 2F (29541.720000 sec): 3 clusters
  Score: Raw -163129.201468 + Penalty 3409.602454 = -159719.599014
  nChanged 52
		SP:Iteration 3F (29541.750000 sec): 3 clusters
  Score: Raw -163217.849969 + Penalty 3409.602454 = -159808.247515
  nChanged 31
		SP:Iteration 4Q (29541.780000 sec): 3 clusters
  Score: Raw -163264.109904 + Penalty 3409.602454 = -159854.507451
  nChanged 19
		SP:Iteration 5Q (29541.810000 sec): 3 clusters
  Score: Raw -163292.330385 + Penalty 3409.602454 = -159882.727931
  nChanged 12
		SP:Iteration 6Q (29541.840000 sec): 3 clusters
  Score: Raw -163308.058076 + Penalty 3409.602454 = -159898.455622
  nChanged 4
		SP:Iteration 7Q (29541.870000 sec): 3 clusters
  Score: Raw -163313.909817 + Penalty 3409.602454 = -159904.307364
  nChanged 4
		SP:Iteration 8Q (29541.910000 sec): 3 clusters
  Score: Raw -163321.356090 + Penalty 3409.602454 = -159911.753637
  nChanged 4
		SP:Iteration 9Q (29541.940000 sec): 3 clusters
  Score: Raw -163331.095136 + Penalty 3409.602454 = -159921.492682
  nChanged 5
		SP:Iteration 10Q (29541.970000 sec): 3 clusters
  Score: Raw -163341.506708 + Penalty 3409.602454 = -159931.904254
  nChanged 9
		SP:Iteration 11Q (29542.000000 sec): 3 clusters
  Score: Raw -163349.920774 + Penalty 3409.602454 = -159940.318321
  nChanged 4
		SP:Iteration 12Q (29542.030000 sec): 3 clusters
  Score: Raw -163352.798099 + Penalty 3409.602454 = -159943.195646
  nChanged 1
		SP:Iteration 13Q (29542.060000 sec): 3 clusters
  Score: Raw -163355.562225 + Penalty 3409.602454 = -159945.959771
  nChanged 1
		SP:Iteration 14Q (29542.090000 sec): 3 clusters
  Score: Raw -163357.303051 + Penalty 3409.602454 = -159947.700597
  nChanged 2
		SP:Iteration 15Q (29542.130000 sec): 3 clusters
  Score: Raw -163358.345966 + Penalty 3409.602454 = -159948.743513
  nChanged 1
		SP:Iteration 16Q (29542.150000 sec): 3 clusters
  Score: Raw -163358.976138 + Penalty 3409.602454 = -159949.373684
  nChanged 0
		SP:Iteration 17F (29542.190000 sec): 3 clusters
  Score: Raw -163358.976138 + Penalty 3409.602454 = -159949.373684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29542.220000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29542.240000 sec): 3 clusters
  Score: Raw -76357.292077 + Penalty 3063.230166 = -73294.061911
  nChanged 95
		SP:Iteration 1F (29542.260000 sec): 3 clusters
  Score: Raw -76602.776496 + Penalty 3063.230166 = -73539.546330
  nChanged 28
		SP:Iteration 2F (29542.290000 sec): 3 clusters
  Score: Raw -76698.451016 + Penalty 3063.230166 = -73635.220850
  nChanged 14
		SP:Iteration 3Q (29542.310000 sec): 3 clusters
  Score: Raw -76739.321955 + Penalty 3063.230166 = -73676.091789
  nChanged 6
		SP:Iteration 4Q (29542.330000 sec): 3 clusters
  Score: Raw -76755.130724 + Penalty 3063.230166 = -73691.900558
  nChanged 3
		SP:Iteration 5Q (29542.350000 sec): 3 clusters
  Score: Raw -76761.645149 + Penalty 3063.230166 = -73698.414983
  nChanged 0
		SP:Iteration 6F (29542.380000 sec): 3 clusters
  Score: Raw -76761.645149 + Penalty 3063.230166 = -73698.414983
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29542.400000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29542.410000 sec): 3 clusters
  Score: Raw -38326.021669 + Penalty 2736.656637 = -35589.365033
  nChanged 21
		SP:Iteration 1F (29542.420000 sec): 3 clusters
  Score: Raw -38401.377131 + Penalty 2736.656637 = -35664.720495
  nChanged 6
		SP:Iteration 2Q (29542.430000 sec): 3 clusters
  Score: Raw -38417.695677 + Penalty 2736.656637 = -35681.039041
  nChanged 3
		SP:Iteration 3Q (29542.430000 sec): 3 clusters
  Score: Raw -38429.099708 + Penalty 2736.656637 = -35692.443071
  nChanged 0
		SP:Iteration 4F (29542.440000 sec): 3 clusters
  Score: Raw -38429.099708 + Penalty 2736.656637 = -35692.443071
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29542.460000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29542.470000 sec): 3 clusters
  Score: Raw -39908.758675 + Penalty 2769.414169 = -37139.344506
  nChanged 36
		SP:Iteration 1F (29542.480000 sec): 3 clusters
  Score: Raw -40031.965577 + Penalty 2769.414169 = -37262.551408
  nChanged 6
		SP:Iteration 2Q (29542.490000 sec): 3 clusters
  Score: Raw -40053.448814 + Penalty 2769.414169 = -37284.034645
  nChanged 1
		SP:Iteration 3Q (29542.490000 sec): 3 clusters
  Score: Raw -40056.095953 + Penalty 2769.414169 = -37286.681784
  nChanged 1
		SP:Iteration 4Q (29542.500000 sec): 3 clusters
  Score: Raw -40060.891377 + Penalty 2769.414169 = -37291.477208
  nChanged 1
		SP:Iteration 5Q (29542.510000 sec): 3 clusters
  Score: Raw -40067.297932 + Penalty 2769.414169 = -37297.883763
  nChanged 0
		SP:Iteration 6F (29542.520000 sec): 3 clusters
  Score: Raw -40067.297932 + Penalty 2769.414169 = -37297.883763
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29542.580000 sec): 2 clusters
  Score: Raw -405440.722333 + Penalty 1934.542018 = -403506.180314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29542.640000 sec): 3 clusters
  Score: Raw -404562.938301 + Penalty 3869.084037 = -400693.854264
  nChanged 835
		SP:Iteration 1F (29542.700000 sec): 3 clusters
  Score: Raw -405297.897277 + Penalty 3869.084037 = -401428.813240
  nChanged 232
		SP:Iteration 2F (29542.750000 sec): 3 clusters
  Score: Raw -405590.236475 + Penalty 3869.084037 = -401721.152439
  nChanged 170
		SP:Iteration 3F (29542.810000 sec): 3 clusters
  Score: Raw -405871.372144 + Penalty 3869.084037 = -402002.288107
  nChanged 152
		SP:Iteration 4F (29542.870000 sec): 3 clusters
  Score: Raw -406111.062264 + Penalty 3869.084037 = -402241.978227
  nChanged 128
		SP:Iteration 5F (29542.920000 sec): 3 clusters
  Score: Raw -406301.915772 + Penalty 3869.084037 = -402432.831736
  nChanged 106
		SP:Iteration 6Q (29542.980000 sec): 3 clusters
  Score: Raw -406430.524486 + Penalty 3869.084037 = -402561.440449
  nChanged 55
		SP:Iteration 7Q (29543.030000 sec): 3 clusters
  Score: Raw -406500.053472 + Penalty 3869.084037 = -402630.969436
  nChanged 48
		SP:Iteration 8Q (29543.090000 sec): 3 clusters
  Score: Raw -406556.082994 + Penalty 3869.084037 = -402686.998957
  nChanged 45
		SP:Iteration 9Q (29543.150000 sec): 3 clusters
  Score: Raw -406595.131278 + Penalty 3869.084037 = -402726.047241
  nChanged 33
		SP:Iteration 10Q (29543.200000 sec): 3 clusters
  Score: Raw -406635.217060 + Penalty 3869.084037 = -402766.133024
  nChanged 36
		SP:Iteration 11Q (29543.250000 sec): 3 clusters
  Score: Raw -406670.443666 + Penalty 3869.084037 = -402801.359629
  nChanged 24
		SP:Iteration 12Q (29543.310000 sec): 3 clusters
  Score: Raw -406687.646627 + Penalty 3869.084037 = -402818.562590
  nChanged 21
		SP:Iteration 13Q (29543.370000 sec): 3 clusters
  Score: Raw -406703.800541 + Penalty 3869.084037 = -402834.716504
  nChanged 27
		SP:Iteration 14Q (29543.420000 sec): 3 clusters
  Score: Raw -406721.859875 + Penalty 3869.084037 = -402852.775839
  nChanged 12
		SP:Iteration 15Q (29543.480000 sec): 3 clusters
  Score: Raw -406733.241717 + Penalty 3869.084037 = -402864.157680
  nChanged 12
		SP:Iteration 16Q (29543.530000 sec): 3 clusters
  Score: Raw -406741.407244 + Penalty 3869.084037 = -402872.323207
  nChanged 8
		SP:Iteration 17Q (29543.590000 sec): 3 clusters
  Score: Raw -406746.418689 + Penalty 3869.084037 = -402877.334652
  nChanged 8
		SP:Iteration 18Q (29543.650000 sec): 3 clusters
  Score: Raw -406750.216485 + Penalty 3869.084037 = -402881.132448
  nChanged 3
		SP:Iteration 19Q (29543.700000 sec): 3 clusters
  Score: Raw -406752.831733 + Penalty 3869.084037 = -402883.747696
  nChanged 2
		SP:Iteration 20F (29543.850000 sec): 3 clusters
  Score: Raw -406753.677907 + Penalty 3869.084037 = -402884.593871
  nChanged 2
		SP:Iteration 21Q (29544.030000 sec): 3 clusters
  Score: Raw -406754.332011 + Penalty 3869.084037 = -402885.247974
  nChanged 2
		SP:Iteration 22Q (29544.200000 sec): 3 clusters
  Score: Raw -406755.359401 + Penalty 3869.084037 = -402886.275364
  nChanged 2
		SP:Iteration 23Q (29544.270000 sec): 3 clusters
  Score: Raw -406756.953403 + Penalty 3869.084037 = -402887.869367
  nChanged 1
		SP:Iteration 24Q (29544.320000 sec): 3 clusters
  Score: Raw -406757.266600 + Penalty 3869.084037 = -402888.182564
  nChanged 1
		SP:Iteration 25Q (29544.380000 sec): 3 clusters
  Score: Raw -406757.719620 + Penalty 3869.084037 = -402888.635583
  nChanged 1
		SP:Iteration 26Q (29544.430000 sec): 3 clusters
  Score: Raw -406757.943719 + Penalty 3869.084037 = -402888.859682
  nChanged 1
		SP:Iteration 27Q (29544.490000 sec): 3 clusters
  Score: Raw -406759.065637 + Penalty 3869.084037 = -402889.981600
  nChanged 1
		SP:Iteration 28Q (29544.540000 sec): 3 clusters
  Score: Raw -406759.498619 + Penalty 3869.084037 = -402890.414583
  nChanged 1
		SP:Iteration 29Q (29544.600000 sec): 3 clusters
  Score: Raw -406759.851523 + Penalty 3869.084037 = -402890.767486
  nChanged 1
		SP:Iteration 30Q (29544.650000 sec): 3 clusters
  Score: Raw -406760.156827 + Penalty 3869.084037 = -402891.072790
  nChanged 1
		SP:Iteration 31Q (29544.710000 sec): 3 clusters
  Score: Raw -406760.391891 + Penalty 3869.084037 = -402891.307855
  nChanged 0
		SP:Iteration 32F (29544.770000 sec): 3 clusters
  Score: Raw -406760.391891 + Penalty 3869.084037 = -402891.307855
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29544.810000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29544.830000 sec): 3 clusters
  Score: Raw -77881.238423 + Penalty 3054.911313 = -74826.327110
  nChanged 75
		SP:Iteration 1F (29544.850000 sec): 3 clusters
  Score: Raw -78058.633263 + Penalty 3054.911313 = -75003.721950
  nChanged 19
		SP:Iteration 2Q (29544.870000 sec): 3 clusters
  Score: Raw -78124.058608 + Penalty 3054.911313 = -75069.147295
  nChanged 16
		SP:Iteration 3Q (29544.900000 sec): 3 clusters
  Score: Raw -78174.666297 + Penalty 3054.911313 = -75119.754984
  nChanged 12
		SP:Iteration 4Q (29544.920000 sec): 3 clusters
  Score: Raw -78209.034418 + Penalty 3054.911313 = -75154.123105
  nChanged 9
		SP:Iteration 5Q (29544.940000 sec): 3 clusters
  Score: Raw -78236.025824 + Penalty 3054.911313 = -75181.114512
  nChanged 7
		SP:Iteration 6Q (29544.960000 sec): 3 clusters
  Score: Raw -78249.818048 + Penalty 3054.911313 = -75194.906735
  nChanged 2
		SP:Iteration 7Q (29544.990000 sec): 3 clusters
  Score: Raw -78254.763555 + Penalty 3054.911313 = -75199.852242
  nChanged 3
		SP:Iteration 8Q (29545.010000 sec): 3 clusters
  Score: Raw -78258.332434 + Penalty 3054.911313 = -75203.421122
  nChanged 0
		SP:Iteration 9F (29545.030000 sec): 3 clusters
  Score: Raw -78258.332434 + Penalty 3054.911313 = -75203.421122
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29545.150000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29545.330000 sec): 3 clusters
  Score: Raw -649276.874846 + Penalty 4072.626108 = -645204.248738
  nChanged 1337
		SP:Iteration 1F (29545.470000 sec): 3 clusters
  Score: Raw -650144.272386 + Penalty 4072.626108 = -646071.646279
  nChanged 297
		SP:Iteration 2F (29545.650000 sec): 3 clusters
  Score: Raw -650390.545722 + Penalty 4072.626108 = -646317.919614
  nChanged 212
		SP:Iteration 3F (29545.830000 sec): 3 clusters
  Score: Raw -650568.977083 + Penalty 4072.626108 = -646496.350975
  nChanged 162
		SP:Iteration 4Q (29546.000000 sec): 3 clusters
  Score: Raw -650685.675254 + Penalty 4072.626108 = -646613.049147
  nChanged 116
		SP:Iteration 5Q (29546.180000 sec): 3 clusters
  Score: Raw -650758.588256 + Penalty 4072.626108 = -646685.962148
  nChanged 94
		SP:Iteration 6Q (29546.350000 sec): 3 clusters
  Score: Raw -650812.680878 + Penalty 4072.626108 = -646740.054770
  nChanged 75
		SP:Iteration 7Q (29546.530000 sec): 3 clusters
  Score: Raw -650859.342334 + Penalty 4072.626108 = -646786.716226
  nChanged 56
		SP:Iteration 8Q (29546.700000 sec): 3 clusters
  Score: Raw -650890.334336 + Penalty 4072.626108 = -646817.708228
  nChanged 51
		SP:Iteration 9Q (29546.880000 sec): 3 clusters
  Score: Raw -650914.835589 + Penalty 4072.626108 = -646842.209482
  nChanged 41
		SP:Iteration 10Q (29547.050000 sec): 3 clusters
  Score: Raw -650935.959975 + Penalty 4072.626108 = -646863.333867
  nChanged 39
		SP:Iteration 11Q (29547.230000 sec): 3 clusters
  Score: Raw -650954.631443 + Penalty 4072.626108 = -646882.005336
  nChanged 27
		SP:Iteration 12Q (29547.400000 sec): 3 clusters
  Score: Raw -650967.360704 + Penalty 4072.626108 = -646894.734596
  nChanged 31
		SP:Iteration 13Q (29547.580000 sec): 3 clusters
  Score: Raw -650980.795322 + Penalty 4072.626108 = -646908.169214
  nChanged 25
		SP:Iteration 14Q (29547.750000 sec): 3 clusters
  Score: Raw -650993.315008 + Penalty 4072.626108 = -646920.688901
  nChanged 24
		SP:Iteration 15Q (29547.950000 sec): 3 clusters
  Score: Raw -651003.102825 + Penalty 4072.626108 = -646930.476718
  nChanged 20
		SP:Iteration 16Q (29548.040000 sec): 3 clusters
  Score: Raw -651010.812086 + Penalty 4072.626108 = -646938.185978
  nChanged 16
		SP:Iteration 17Q (29548.120000 sec): 3 clusters
  Score: Raw -651018.179358 + Penalty 4072.626108 = -646945.553250
  nChanged 12
		SP:Iteration 18Q (29548.210000 sec): 3 clusters
  Score: Raw -651024.016532 + Penalty 4072.626108 = -646951.390424
  nChanged 11
		SP:Iteration 19Q (29548.300000 sec): 3 clusters
  Score: Raw -651027.518939 + Penalty 4072.626108 = -646954.892831
  nChanged 8
		SP:Iteration 20F (29548.380000 sec): 3 clusters
  Score: Raw -651029.747945 + Penalty 4072.626108 = -646957.121838
  nChanged 3
		SP:Iteration 21Q (29548.470000 sec): 3 clusters
  Score: Raw -651031.281619 + Penalty 4072.626108 = -646958.655511
  nChanged 2
		SP:Iteration 22Q (29548.560000 sec): 3 clusters
  Score: Raw -651032.150597 + Penalty 4072.626108 = -646959.524489
  nChanged 1
		SP:Iteration 23Q (29548.650000 sec): 3 clusters
  Score: Raw -651032.650425 + Penalty 4072.626108 = -646960.024317
  nChanged 2
		SP:Iteration 24Q (29548.730000 sec): 3 clusters
  Score: Raw -651033.805134 + Penalty 4072.626108 = -646961.179026
  nChanged 2
		SP:Iteration 25Q (29548.820000 sec): 3 clusters
  Score: Raw -651034.378366 + Penalty 4072.626108 = -646961.752259
  nChanged 0
		SP:Iteration 26F (29548.990000 sec): 3 clusters
  Score: Raw -651034.378366 + Penalty 4072.626108 = -646961.752259
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29549.080000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29549.250000 sec): 3 clusters
  Score: Raw -191501.902211 + Penalty 3494.272938 = -188007.629273
  nChanged 287
		SP:Iteration 1F (29549.430000 sec): 3 clusters
  Score: Raw -191795.105971 + Penalty 3494.272938 = -188300.833033
  nChanged 70
		SP:Iteration 2F (29549.610000 sec): 3 clusters
  Score: Raw -191898.086340 + Penalty 3494.272938 = -188403.813402
  nChanged 43
		SP:Iteration 3Q (29549.780000 sec): 3 clusters
  Score: Raw -191950.193977 + Penalty 3494.272938 = -188455.921039
  nChanged 35
		SP:Iteration 4Q (29549.960000 sec): 3 clusters
  Score: Raw -191992.176026 + Penalty 3494.272938 = -188497.903088
  nChanged 15
		SP:Iteration 5Q (29550.130000 sec): 3 clusters
  Score: Raw -192007.091958 + Penalty 3494.272938 = -188512.819020
  nChanged 15
		SP:Iteration 6Q (29550.310000 sec): 3 clusters
  Score: Raw -192021.295280 + Penalty 3494.272938 = -188527.022342
  nChanged 5
		SP:Iteration 7Q (29550.490000 sec): 3 clusters
  Score: Raw -192026.113244 + Penalty 3494.272938 = -188531.840306
  nChanged 3
		SP:Iteration 8Q (29550.660000 sec): 3 clusters
  Score: Raw -192028.351008 + Penalty 3494.272938 = -188534.078069
  nChanged 0
		SP:Iteration 9F (29550.880000 sec): 3 clusters
  Score: Raw -192028.351008 + Penalty 3494.272938 = -188534.078069
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29550.950000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29551.130000 sec): 3 clusters
  Score: Raw -20951.819221 + Penalty 2458.090221 = -18493.729000
  nChanged 8
		SP:Iteration 1F (29551.300000 sec): 3 clusters
  Score: Raw -20995.936380 + Penalty 2458.090221 = -18537.846159
  nChanged 1
		SP:Iteration 2Q (29551.480000 sec): 3 clusters
  Score: Raw -21000.686026 + Penalty 2458.090221 = -18542.595805
  nChanged 1
		SP:Iteration 3Q (29551.620000 sec): 3 clusters
  Score: Raw -21008.313824 + Penalty 2458.090221 = -18550.223603
  nChanged 0
		SP:Iteration 4F (29551.620000 sec): 3 clusters
  Score: Raw -21008.313824 + Penalty 2458.090221 = -18550.223603
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29551.650000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29551.660000 sec): 3 clusters
  Score: Raw -52784.139544 + Penalty 2857.977486 = -49926.162058
  nChanged 43
		SP:Iteration 1F (29551.670000 sec): 3 clusters
  Score: Raw -52899.714668 + Penalty 2857.977486 = -50041.737182
  nChanged 4
		SP:Iteration 2Q (29551.680000 sec): 3 clusters
  Score: Raw -52911.488365 + Penalty 2857.977486 = -50053.510879
  nChanged 0
		SP:Iteration 3F (29551.700000 sec): 3 clusters
  Score: Raw -52911.488365 + Penalty 2857.977486 = -50053.510879
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29551.720000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29551.730000 sec): 3 clusters
  Score: Raw -23059.419944 + Penalty 2471.868884 = -20587.551059
  nChanged 4
		SP:Iteration 1Q (29551.730000 sec): 3 clusters
  Score: Raw -23086.096113 + Penalty 2471.868884 = -20614.227229
  nChanged 3
		SP:Iteration 2Q (29551.740000 sec): 3 clusters
  Score: Raw -23111.639937 + Penalty 2471.868884 = -20639.771052
  nChanged 2
		SP:Iteration 3Q (29551.750000 sec): 3 clusters
  Score: Raw -23130.547188 + Penalty 2471.868884 = -20658.678304
  nChanged 2
		SP:Iteration 4Q (29551.760000 sec): 3 clusters
  Score: Raw -23146.642281 + Penalty 2471.868884 = -20674.773397
  nChanged 0
		SP:Iteration 5F (29551.760000 sec): 3 clusters
  Score: Raw -23146.642281 + Penalty 2471.868884 = -20674.773397
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29551.790000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29551.820000 sec): 3 clusters
  Score: Raw -95104.186546 + Penalty 3167.892142 = -91936.294404
  nChanged 133
		SP:Iteration 1F (29551.840000 sec): 3 clusters
  Score: Raw -95411.713856 + Penalty 3167.892142 = -92243.821714
  nChanged 30
		SP:Iteration 2F (29551.860000 sec): 3 clusters
  Score: Raw -95508.444082 + Penalty 3167.892142 = -92340.551939
  nChanged 15
		SP:Iteration 3Q (29551.880000 sec): 3 clusters
  Score: Raw -95549.854722 + Penalty 3167.892142 = -92381.962580
  nChanged 7
		SP:Iteration 4Q (29551.910000 sec): 3 clusters
  Score: Raw -95569.724543 + Penalty 3167.892142 = -92401.832400
  nChanged 8
		SP:Iteration 5Q (29551.930000 sec): 3 clusters
  Score: Raw -95595.245156 + Penalty 3167.892142 = -92427.353014
  nChanged 6
		SP:Iteration 6Q (29551.950000 sec): 3 clusters
  Score: Raw -95642.569709 + Penalty 3167.892142 = -92474.677566
  nChanged 4
		SP:Iteration 7Q (29551.980000 sec): 3 clusters
  Score: Raw -95672.892318 + Penalty 3167.892142 = -92505.000176
  nChanged 11
		SP:Iteration 8Q (29552.000000 sec): 3 clusters
  Score: Raw -95697.077208 + Penalty 3167.892142 = -92529.185066
  nChanged 4
		SP:Iteration 9Q (29552.020000 sec): 3 clusters
  Score: Raw -95707.180791 + Penalty 3167.892142 = -92539.288648
  nChanged 5
		SP:Iteration 10Q (29552.040000 sec): 3 clusters
  Score: Raw -95718.818847 + Penalty 3167.892142 = -92550.926705
  nChanged 5
		SP:Iteration 11Q (29552.060000 sec): 3 clusters
  Score: Raw -95728.239712 + Penalty 3167.892142 = -92560.347570
  nChanged 1
		SP:Iteration 12Q (29552.080000 sec): 3 clusters
  Score: Raw -95729.481043 + Penalty 3167.892142 = -92561.588900
  nChanged 0
		SP:Iteration 13F (29552.110000 sec): 3 clusters
  Score: Raw -95729.481043 + Penalty 3167.892142 = -92561.588900
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29552.140000 sec): 2 clusters
  Score: Raw -43517.408413 + Penalty 1393.859415 = -42123.548998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29552.150000 sec): 3 clusters
  Score: Raw -43701.116490 + Penalty 2787.718829 = -40913.397660
  nChanged 36
		SP:Iteration 1F (29552.160000 sec): 3 clusters
  Score: Raw -43798.290546 + Penalty 2787.718829 = -41010.571716
  nChanged 12
		SP:Iteration 2Q (29552.170000 sec): 3 clusters
  Score: Raw -43859.422187 + Penalty 2787.718829 = -41071.703358
  nChanged 6
		SP:Iteration 3Q (29552.180000 sec): 3 clusters
  Score: Raw -43885.708431 + Penalty 2787.718829 = -41097.989601
  nChanged 1
		SP:Iteration 4Q (29552.190000 sec): 3 clusters
  Score: Raw -43889.955533 + Penalty 2787.718829 = -41102.236704
  nChanged 1
		SP:Iteration 5Q (29552.200000 sec): 3 clusters
  Score: Raw -43893.637449 + Penalty 2787.718829 = -41105.918620
  nChanged 0
		SP:Iteration 6F (29552.210000 sec): 3 clusters
  Score: Raw -43893.637449 + Penalty 2787.718829 = -41105.918620
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29552.260000 sec): 2 clusters
  Score: Raw -184300.939179 + Penalty 1745.182848 = -182555.756330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29552.290000 sec): 3 clusters
  Score: Raw -184012.154175 + Penalty 3490.365697 = -180521.788478
  nChanged 323
		SP:Iteration 1F (29552.320000 sec): 3 clusters
  Score: Raw -184389.722950 + Penalty 3490.365697 = -180899.357253
  nChanged 101
		SP:Iteration 2F (29552.350000 sec): 3 clusters
  Score: Raw -184592.619703 + Penalty 3490.365697 = -181102.254006
  nChanged 82
		SP:Iteration 3F (29552.380000 sec): 3 clusters
  Score: Raw -184821.022647 + Penalty 3490.365697 = -181330.656950
  nChanged 59
		SP:Iteration 4F (29552.410000 sec): 3 clusters
  Score: Raw -184956.921833 + Penalty 3490.365697 = -181466.556136
  nChanged 54
		SP:Iteration 5Q (29552.440000 sec): 3 clusters
  Score: Raw -185062.766369 + Penalty 3490.365697 = -181572.400672
  nChanged 40
		SP:Iteration 6Q (29552.480000 sec): 3 clusters
  Score: Raw -185138.063193 + Penalty 3490.365697 = -181647.697496
  nChanged 35
		SP:Iteration 7Q (29552.510000 sec): 3 clusters
  Score: Raw -185244.458350 + Penalty 3490.365697 = -181754.092653
  nChanged 26
		SP:Iteration 8Q (29552.540000 sec): 3 clusters
  Score: Raw -185299.160972 + Penalty 3490.365697 = -181808.795275
  nChanged 18
		SP:Iteration 9Q (29552.580000 sec): 3 clusters
  Score: Raw -185327.985536 + Penalty 3490.365697 = -181837.619839
  nChanged 17
		SP:Iteration 10Q (29552.610000 sec): 3 clusters
  Score: Raw -185351.982643 + Penalty 3490.365697 = -181861.616946
  nChanged 7
		SP:Iteration 11Q (29552.640000 sec): 3 clusters
  Score: Raw -185360.618806 + Penalty 3490.365697 = -181870.253109
  nChanged 3
		SP:Iteration 12Q (29552.670000 sec): 3 clusters
  Score: Raw -185362.698631 + Penalty 3490.365697 = -181872.332934
  nChanged 1
		SP:Iteration 13Q (29552.700000 sec): 3 clusters
  Score: Raw -185363.292135 + Penalty 3490.365697 = -181872.926438
  nChanged 0
		SP:Iteration 14F (29552.730000 sec): 3 clusters
  Score: Raw -185363.292135 + Penalty 3490.365697 = -181872.926438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29552.760000 sec): 2 clusters
  Score: Raw -46147.085614 + Penalty 1454.884078 = -44692.201536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29552.780000 sec): 3 clusters
  Score: Raw -46742.612097 + Penalty 2909.768156 = -43832.843941
  nChanged 103
		SP:Iteration 1F (29552.790000 sec): 3 clusters
  Score: Raw -47163.678028 + Penalty 2909.768156 = -44253.909872
  nChanged 25
		SP:Iteration 2F (29552.800000 sec): 3 clusters
  Score: Raw -47227.657264 + Penalty 2909.768156 = -44317.889108
  nChanged 6
		SP:Iteration 3Q (29552.820000 sec): 3 clusters
  Score: Raw -47248.063220 + Penalty 2909.768156 = -44338.295064
  nChanged 2
		SP:Iteration 4Q (29552.830000 sec): 3 clusters
  Score: Raw -47251.156809 + Penalty 2909.768156 = -44341.388653
  nChanged 0
		SP:Iteration 5F (29552.840000 sec): 3 clusters
  Score: Raw -47251.156809 + Penalty 2909.768156 = -44341.388653
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29552.880000 sec): 2 clusters
  Score: Raw -85087.283834 + Penalty 1585.610507 = -83501.673327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29552.900000 sec): 3 clusters
  Score: Raw -85100.239944 + Penalty 3171.221014 = -81929.018930
  nChanged 131
		SP:Iteration 1F (29552.920000 sec): 3 clusters
  Score: Raw -85353.844295 + Penalty 3171.221014 = -82182.623281
  nChanged 54
		SP:Iteration 2F (29552.950000 sec): 3 clusters
  Score: Raw -85543.896414 + Penalty 3171.221014 = -82372.675400
  nChanged 23
		SP:Iteration 3Q (29552.970000 sec): 3 clusters
  Score: Raw -85625.688828 + Penalty 3171.221014 = -82454.467814
  nChanged 17
		SP:Iteration 4Q (29552.990000 sec): 3 clusters
  Score: Raw -85695.488517 + Penalty 3171.221014 = -82524.267503
  nChanged 21
		SP:Iteration 5Q (29553.020000 sec): 3 clusters
  Score: Raw -85754.031899 + Penalty 3171.221014 = -82582.810885
  nChanged 15
		SP:Iteration 6Q (29553.040000 sec): 3 clusters
  Score: Raw -85830.153448 + Penalty 3171.221014 = -82658.932434
  nChanged 15
		SP:Iteration 7Q (29553.060000 sec): 3 clusters
  Score: Raw -85910.696933 + Penalty 3171.221014 = -82739.475919
  nChanged 24
		SP:Iteration 8Q (29553.080000 sec): 3 clusters
  Score: Raw -86020.131263 + Penalty 3171.221014 = -82848.910249
  nChanged 15
		SP:Iteration 9Q (29553.100000 sec): 3 clusters
  Score: Raw -86095.130797 + Penalty 3171.221014 = -82923.909783
  nChanged 15
		SP:Iteration 10Q (29553.130000 sec): 3 clusters
  Score: Raw -86167.881580 + Penalty 3171.221014 = -82996.660566
  nChanged 10
		SP:Iteration 11Q (29553.150000 sec): 3 clusters
  Score: Raw -86224.608680 + Penalty 3171.221014 = -83053.387666
  nChanged 12
		SP:Iteration 12Q (29553.170000 sec): 3 clusters
  Score: Raw -86260.049619 + Penalty 3171.221014 = -83088.828605
  nChanged 7
		SP:Iteration 13Q (29553.200000 sec): 3 clusters
  Score: Raw -86287.268039 + Penalty 3171.221014 = -83116.047025
  nChanged 7
		SP:Iteration 14Q (29553.220000 sec): 3 clusters
  Score: Raw -86311.671821 + Penalty 3171.221014 = -83140.450807
  nChanged 8
		SP:Iteration 15Q (29553.240000 sec): 3 clusters
  Score: Raw -86328.969914 + Penalty 3171.221014 = -83157.748900
  nChanged 5
		SP:Iteration 16Q (29553.260000 sec): 3 clusters
  Score: Raw -86359.486679 + Penalty 3171.221014 = -83188.265665
  nChanged 4
		SP:Iteration 17Q (29553.290000 sec): 3 clusters
  Score: Raw -86375.566597 + Penalty 3171.221014 = -83204.345583
  nChanged 6
		SP:Iteration 18Q (29553.320000 sec): 3 clusters
  Score: Raw -86390.108018 + Penalty 3171.221014 = -83218.887004
  nChanged 4
		SP:Iteration 19Q (29553.340000 sec): 3 clusters
  Score: Raw -86402.268454 + Penalty 3171.221014 = -83231.047440
  nChanged 4
		SP:Iteration 20F (29553.360000 sec): 3 clusters
  Score: Raw -86418.608013 + Penalty 3171.221014 = -83247.386999
  nChanged 6
		SP:Iteration 21Q (29553.380000 sec): 3 clusters
  Score: Raw -86433.320597 + Penalty 3171.221014 = -83262.099583
  nChanged 1
		SP:Iteration 22Q (29553.410000 sec): 3 clusters
  Score: Raw -86434.308117 + Penalty 3171.221014 = -83263.087103
  nChanged 0
		SP:Iteration 23F (29553.430000 sec): 3 clusters
  Score: Raw -86434.308117 + Penalty 3171.221014 = -83263.087103
  nChanged 0
Deleting Class 41 (328 points): Lose 2860.922707 but Gain 3262.464713
Iteration 428F (29672.030000 sec): 60 clusters
  Score: Raw -91407337.972593 + Penalty 192485.418085 = -91214852.554509
  nChanged 302
Iteration 429F (29788.490000 sec): 60 clusters
  Score: Raw -91408363.630204 + Penalty 192485.418085 = -91215878.212120
  nChanged 25
Iteration 430Q (29865.570000 sec): 60 clusters
  Score: Raw -91408404.079127 + Penalty 192485.418085 = -91215918.661042
  nChanged 5
Iteration 431Q (29944.390000 sec): 60 clusters
  Score: Raw -91408411.412344 + Penalty 192485.418085 = -91215925.994259
  nChanged 4
Iteration 432Q (30023.710000 sec): 60 clusters
  Score: Raw -91408419.689519 + Penalty 192485.418085 = -91215934.271434
  nChanged 0
Iteration 433F (30135.120000 sec): 60 clusters
  Score: Raw -91408419.689519 + Penalty 192485.418085 = -91215934.271434
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408419.689519 + Penalty 192485.418085 = -91215934.271434
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30135.150000 sec): 2 clusters
  Score: Raw -47208.496614 + Penalty 1466.548745 = -45741.947869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30135.310000 sec): 3 clusters
  Score: Raw -47349.010098 + Penalty 2933.097491 = -44415.912608
  nChanged 59
		SP:Iteration 1F (30135.470000 sec): 3 clusters
  Score: Raw -47503.325056 + Penalty 2933.097491 = -44570.227565
  nChanged 25
		SP:Iteration 2F (30135.640000 sec): 3 clusters
  Score: Raw -47593.547566 + Penalty 2933.097491 = -44660.450075
  nChanged 14
		SP:Iteration 3Q (30135.820000 sec): 3 clusters
  Score: Raw -47671.048430 + Penalty 2933.097491 = -44737.950940
  nChanged 13
		SP:Iteration 4Q (30135.970000 sec): 3 clusters
  Score: Raw -47730.443439 + Penalty 2933.097491 = -44797.345948
  nChanged 12
		SP:Iteration 5Q (30136.120000 sec): 3 clusters
  Score: Raw -47788.087314 + Penalty 2933.097491 = -44854.989823
  nChanged 9
		SP:Iteration 6Q (30136.130000 sec): 3 clusters
  Score: Raw -47842.045589 + Penalty 2933.097491 = -44908.948098
  nChanged 5
		SP:Iteration 7Q (30136.140000 sec): 3 clusters
  Score: Raw -47874.848992 + Penalty 2933.097491 = -44941.751502
  nChanged 3
		SP:Iteration 8Q (30136.150000 sec): 3 clusters
  Score: Raw -47890.451049 + Penalty 2933.097491 = -44957.353559
  nChanged 1
		SP:Iteration 9Q (30136.160000 sec): 3 clusters
  Score: Raw -47893.338070 + Penalty 2933.097491 = -44960.240579
  nChanged 0
		SP:Iteration 10F (30136.170000 sec): 3 clusters
  Score: Raw -47893.338070 + Penalty 2933.097491 = -44960.240579
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30136.200000 sec): 2 clusters
  Score: Raw -77629.043627 + Penalty 1533.157057 = -76095.886570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30136.230000 sec): 3 clusters
  Score: Raw -77688.449409 + Penalty 3066.314114 = -74622.135295
  nChanged 75
		SP:Iteration 1F (30136.250000 sec): 3 clusters
  Score: Raw -77820.889323 + Penalty 3066.314114 = -74754.575210
  nChanged 24
		SP:Iteration 2Q (30136.270000 sec): 3 clusters
  Score: Raw -77871.825859 + Penalty 3066.314114 = -74805.511745
  nChanged 9
		SP:Iteration 3Q (30136.300000 sec): 3 clusters
  Score: Raw -77899.444950 + Penalty 3066.314114 = -74833.130836
  nChanged 5
		SP:Iteration 4Q (30136.320000 sec): 3 clusters
  Score: Raw -77910.162959 + Penalty 3066.314114 = -74843.848845
  nChanged 1
		SP:Iteration 5Q (30136.340000 sec): 3 clusters
  Score: Raw -77912.166594 + Penalty 3066.314114 = -74845.852480
  nChanged 1
		SP:Iteration 6Q (30136.360000 sec): 3 clusters
  Score: Raw -77912.508434 + Penalty 3066.314114 = -74846.194320
  nChanged 0
		SP:Iteration 7F (30136.390000 sec): 3 clusters
  Score: Raw -77912.508434 + Penalty 3066.314114 = -74846.194320
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30136.440000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30136.470000 sec): 3 clusters
  Score: Raw -221752.681739 + Penalty 3514.607126 = -218238.074612
  nChanged 314
		SP:Iteration 1F (30136.500000 sec): 3 clusters
  Score: Raw -222071.646237 + Penalty 3514.607126 = -218557.039111
  nChanged 69
		SP:Iteration 2F (30136.530000 sec): 3 clusters
  Score: Raw -222153.306177 + Penalty 3514.607126 = -218638.699051
  nChanged 28
		SP:Iteration 3Q (30136.570000 sec): 3 clusters
  Score: Raw -222183.720059 + Penalty 3514.607126 = -218669.112933
  nChanged 17
		SP:Iteration 4Q (30136.600000 sec): 3 clusters
  Score: Raw -222203.682983 + Penalty 3514.607126 = -218689.075857
  nChanged 11
		SP:Iteration 5Q (30136.630000 sec): 3 clusters
  Score: Raw -222217.642997 + Penalty 3514.607126 = -218703.035870
  nChanged 14
		SP:Iteration 6Q (30136.670000 sec): 3 clusters
  Score: Raw -222233.236064 + Penalty 3514.607126 = -218718.628938
  nChanged 7
		SP:Iteration 7Q (30136.700000 sec): 3 clusters
  Score: Raw -222240.618518 + Penalty 3514.607126 = -218726.011392
  nChanged 3
		SP:Iteration 8Q (30136.730000 sec): 3 clusters
  Score: Raw -222243.716308 + Penalty 3514.607126 = -218729.109182
  nChanged 2
		SP:Iteration 9Q (30136.760000 sec): 3 clusters
  Score: Raw -222245.347735 + Penalty 3514.607126 = -218730.740609
  nChanged 0
		SP:Iteration 10F (30136.800000 sec): 3 clusters
  Score: Raw -222245.347735 + Penalty 3514.607126 = -218730.740609
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30136.830000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30136.840000 sec): 3 clusters
  Score: Raw -26952.605474 + Penalty 2544.429763 = -24408.175711
  nChanged 13
		SP:Iteration 1F (30136.840000 sec): 3 clusters
  Score: Raw -27031.045910 + Penalty 2544.429763 = -24486.616147
  nChanged 2
		SP:Iteration 2Q (30136.850000 sec): 3 clusters
  Score: Raw -27041.597416 + Penalty 2544.429763 = -24497.167654
  nChanged 1
		SP:Iteration 3Q (30136.860000 sec): 3 clusters
  Score: Raw -27047.627381 + Penalty 2544.429763 = -24503.197618
  nChanged 0
		SP:Iteration 4F (30136.870000 sec): 3 clusters
  Score: Raw -27047.627381 + Penalty 2544.429763 = -24503.197618
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30136.960000 sec): 2 clusters
  Score: Raw -903923.141202 + Penalty 2117.903304 = -901805.237897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30137.180000 sec): 3 clusters
  Score: Raw -901444.937831 + Penalty 4235.806608 = -897209.131222
  nChanged 1946
		SP:Iteration 1F (30137.340000 sec): 3 clusters
  Score: Raw -902587.976465 + Penalty 4235.806608 = -898352.169856
  nChanged 366
		SP:Iteration 2F (30137.440000 sec): 3 clusters
  Score: Raw -902805.341051 + Penalty 4235.806608 = -898569.534442
  nChanged 267
		SP:Iteration 3F (30137.550000 sec): 3 clusters
  Score: Raw -902978.634561 + Penalty 4235.806608 = -898742.827952
  nChanged 231
		SP:Iteration 4Q (30137.650000 sec): 3 clusters
  Score: Raw -903129.134583 + Penalty 4235.806608 = -898893.327975
  nChanged 223
		SP:Iteration 5Q (30137.750000 sec): 3 clusters
  Score: Raw -903272.515751 + Penalty 4235.806608 = -899036.709142
  nChanged 175
		SP:Iteration 6Q (30137.850000 sec): 3 clusters
  Score: Raw -903378.684930 + Penalty 4235.806608 = -899142.878322
  nChanged 143
		SP:Iteration 7Q (30137.940000 sec): 3 clusters
  Score: Raw -903453.883659 + Penalty 4235.806608 = -899218.077051
  nChanged 112
		SP:Iteration 8Q (30138.040000 sec): 3 clusters
  Score: Raw -903519.459531 + Penalty 4235.806608 = -899283.652923
  nChanged 115
		SP:Iteration 9Q (30138.150000 sec): 3 clusters
  Score: Raw -903583.099358 + Penalty 4235.806608 = -899347.292750
  nChanged 97
		SP:Iteration 10Q (30138.250000 sec): 3 clusters
  Score: Raw -903636.471776 + Penalty 4235.806608 = -899400.665168
  nChanged 87
		SP:Iteration 11Q (30138.350000 sec): 3 clusters
  Score: Raw -903687.617708 + Penalty 4235.806608 = -899451.811100
  nChanged 73
		SP:Iteration 12Q (30138.530000 sec): 3 clusters
  Score: Raw -903734.272446 + Penalty 4235.806608 = -899498.465838
  nChanged 86
		SP:Iteration 13Q (30138.630000 sec): 3 clusters
  Score: Raw -903785.098100 + Penalty 4235.806608 = -899549.291491
  nChanged 69
		SP:Iteration 14Q (30138.730000 sec): 3 clusters
  Score: Raw -903825.563231 + Penalty 4235.806608 = -899589.756622
  nChanged 73
		SP:Iteration 15Q (30138.830000 sec): 3 clusters
  Score: Raw -903869.798885 + Penalty 4235.806608 = -899633.992276
  nChanged 67
		SP:Iteration 16Q (30138.920000 sec): 3 clusters
  Score: Raw -903907.893585 + Penalty 4235.806608 = -899672.086977
  nChanged 61
		SP:Iteration 17Q (30139.020000 sec): 3 clusters
  Score: Raw -903943.757857 + Penalty 4235.806608 = -899707.951248
  nChanged 51
		SP:Iteration 18Q (30139.120000 sec): 3 clusters
  Score: Raw -903977.920893 + Penalty 4235.806608 = -899742.114285
  nChanged 46
		SP:Iteration 19Q (30139.220000 sec): 3 clusters
  Score: Raw -904008.198209 + Penalty 4235.806608 = -899772.391601
  nChanged 52
		SP:Iteration 20F (30139.320000 sec): 3 clusters
  Score: Raw -904044.920508 + Penalty 4235.806608 = -899809.113899
  nChanged 45
		SP:Iteration 21Q (30139.410000 sec): 3 clusters
  Score: Raw -904069.203340 + Penalty 4235.806608 = -899833.396732
  nChanged 33
		SP:Iteration 22Q (30139.510000 sec): 3 clusters
  Score: Raw -904087.544822 + Penalty 4235.806608 = -899851.738213
  nChanged 22
		SP:Iteration 23Q (30139.610000 sec): 3 clusters
  Score: Raw -904101.565905 + Penalty 4235.806608 = -899865.759296
  nChanged 23
		SP:Iteration 24Q (30139.710000 sec): 3 clusters
  Score: Raw -904115.304013 + Penalty 4235.806608 = -899879.497405
  nChanged 16
		SP:Iteration 25Q (30139.810000 sec): 3 clusters
  Score: Raw -904128.399301 + Penalty 4235.806608 = -899892.592693
  nChanged 21
		SP:Iteration 26Q (30139.900000 sec): 3 clusters
  Score: Raw -904140.992459 + Penalty 4235.806608 = -899905.185851
  nChanged 13
		SP:Iteration 27Q (30140.010000 sec): 3 clusters
  Score: Raw -904149.266461 + Penalty 4235.806608 = -899913.459853
  nChanged 12
		SP:Iteration 28Q (30140.110000 sec): 3 clusters
  Score: Raw -904159.365012 + Penalty 4235.806608 = -899923.558403
  nChanged 19
		SP:Iteration 29Q (30140.230000 sec): 3 clusters
  Score: Raw -904182.500668 + Penalty 4235.806608 = -899946.694060
  nChanged 22
		SP:Iteration 30Q (30140.340000 sec): 3 clusters
  Score: Raw -904206.371126 + Penalty 4235.806608 = -899970.564518
  nChanged 22
		SP:Iteration 31Q (30140.450000 sec): 3 clusters
  Score: Raw -904225.856112 + Penalty 4235.806608 = -899990.049504
  nChanged 19
		SP:Iteration 32Q (30140.570000 sec): 3 clusters
  Score: Raw -904240.357715 + Penalty 4235.806608 = -900004.551107
  nChanged 21
		SP:Iteration 33Q (30140.680000 sec): 3 clusters
  Score: Raw -904253.159486 + Penalty 4235.806608 = -900017.352878
  nChanged 12
		SP:Iteration 34Q (30140.830000 sec): 3 clusters
  Score: Raw -904262.158949 + Penalty 4235.806608 = -900026.352340
  nChanged 12
		SP:Iteration 35Q (30140.930000 sec): 3 clusters
  Score: Raw -904270.029766 + Penalty 4235.806608 = -900034.223158
  nChanged 11
		SP:Iteration 36Q (30141.040000 sec): 3 clusters
  Score: Raw -904277.623448 + Penalty 4235.806608 = -900041.816840
  nChanged 11
		SP:Iteration 37Q (30141.160000 sec): 3 clusters
  Score: Raw -904284.054659 + Penalty 4235.806608 = -900048.248051
  nChanged 7
		SP:Iteration 38Q (30141.270000 sec): 3 clusters
  Score: Raw -904288.673263 + Penalty 4235.806608 = -900052.866654
  nChanged 4
		SP:Iteration 39Q (30141.460000 sec): 3 clusters
  Score: Raw -904291.918322 + Penalty 4235.806608 = -900056.111714
  nChanged 1
		SP:Iteration 40F (30141.650000 sec): 3 clusters
  Score: Raw -904292.816910 + Penalty 4235.806608 = -900057.010302
  nChanged 1
		SP:Iteration 41Q (30141.750000 sec): 3 clusters
  Score: Raw -904295.139769 + Penalty 4235.806608 = -900059.333160
  nChanged 2
		SP:Iteration 42Q (30141.850000 sec): 3 clusters
  Score: Raw -904297.263497 + Penalty 4235.806608 = -900061.456889
  nChanged 2
		SP:Iteration 43Q (30141.960000 sec): 3 clusters
  Score: Raw -904299.408516 + Penalty 4235.806608 = -900063.601908
  nChanged 4
		SP:Iteration 44Q (30142.060000 sec): 3 clusters
  Score: Raw -904301.574980 + Penalty 4235.806608 = -900065.768372
  nChanged 3
		SP:Iteration 45Q (30142.170000 sec): 3 clusters
  Score: Raw -904303.068242 + Penalty 4235.806608 = -900067.261633
  nChanged 2
		SP:Iteration 46Q (30142.280000 sec): 3 clusters
  Score: Raw -904304.269983 + Penalty 4235.806608 = -900068.463375
  nChanged 2
		SP:Iteration 47Q (30142.390000 sec): 3 clusters
  Score: Raw -904305.046965 + Penalty 4235.806608 = -900069.240356
  nChanged 0
		SP:Iteration 48F (30142.500000 sec): 3 clusters
  Score: Raw -904305.046965 + Penalty 4235.806608 = -900069.240356
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30142.550000 sec): 2 clusters
  Score: Raw -60301.591462 + Penalty 1499.748300 = -58801.843162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30142.570000 sec): 3 clusters
  Score: Raw -60547.677340 + Penalty 2999.496601 = -57548.180739
  nChanged 83
		SP:Iteration 1F (30142.590000 sec): 3 clusters
  Score: Raw -60821.045269 + Penalty 2999.496601 = -57821.548668
  nChanged 37
		SP:Iteration 2F (30142.610000 sec): 3 clusters
  Score: Raw -60980.121929 + Penalty 2999.496601 = -57980.625328
  nChanged 27
		SP:Iteration 3F (30142.630000 sec): 3 clusters
  Score: Raw -61119.420709 + Penalty 2999.496601 = -58119.924109
  nChanged 18
		SP:Iteration 4Q (30142.650000 sec): 3 clusters
  Score: Raw -61190.083889 + Penalty 2999.496601 = -58190.587288
  nChanged 9
		SP:Iteration 5Q (30142.670000 sec): 3 clusters
  Score: Raw -61317.657371 + Penalty 2999.496601 = -58318.160770
  nChanged 13
		SP:Iteration 6Q (30142.680000 sec): 3 clusters
  Score: Raw -61466.082301 + Penalty 2999.496601 = -58466.585701
  nChanged 9
		SP:Iteration 7Q (30142.690000 sec): 3 clusters
  Score: Raw -61505.121762 + Penalty 2999.496601 = -58505.625161
  nChanged 4
		SP:Iteration 8Q (30142.710000 sec): 3 clusters
  Score: Raw -61527.689506 + Penalty 2999.496601 = -58528.192905
  nChanged 3
		SP:Iteration 9Q (30142.730000 sec): 3 clusters
  Score: Raw -61536.540479 + Penalty 2999.496601 = -58537.043879
  nChanged 3
		SP:Iteration 10Q (30142.740000 sec): 3 clusters
  Score: Raw -61547.479332 + Penalty 2999.496601 = -58547.982731
  nChanged 1
		SP:Iteration 11Q (30142.750000 sec): 3 clusters
  Score: Raw -61556.088985 + Penalty 2999.496601 = -58556.592384
  nChanged 0
		SP:Iteration 12F (30142.770000 sec): 3 clusters
  Score: Raw -61556.917852 + Penalty 2999.496601 = -58557.421251
  nChanged 1
		SP:Iteration 13Q (30142.790000 sec): 3 clusters
  Score: Raw -61566.992667 + Penalty 2999.496601 = -58567.496066
  nChanged 2
		SP:Iteration 14Q (30142.810000 sec): 3 clusters
  Score: Raw -61577.645163 + Penalty 2999.496601 = -58578.148562
  nChanged 2
		SP:Iteration 15Q (30142.820000 sec): 3 clusters
  Score: Raw -61586.558405 + Penalty 2999.496601 = -58587.061804
  nChanged 0
		SP:Iteration 16F (30142.840000 sec): 3 clusters
  Score: Raw -61586.558405 + Penalty 2999.496601 = -58587.061804
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30142.930000 sec): 2 clusters
  Score: Raw -280554.485955 + Penalty 1817.289574 = -278737.196381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30143.110000 sec): 3 clusters
  Score: Raw -280075.151040 + Penalty 3634.579147 = -276440.571893
  nChanged 468
		SP:Iteration 1F (30143.290000 sec): 3 clusters
  Score: Raw -280467.323452 + Penalty 3634.579147 = -276832.744305
  nChanged 120
		SP:Iteration 2F (30143.340000 sec): 3 clusters
  Score: Raw -280581.735152 + Penalty 3634.579147 = -276947.156005
  nChanged 58
		SP:Iteration 3Q (30143.390000 sec): 3 clusters
  Score: Raw -280642.545721 + Penalty 3634.579147 = -277007.966574
  nChanged 53
		SP:Iteration 4Q (30143.430000 sec): 3 clusters
  Score: Raw -280704.725744 + Penalty 3634.579147 = -277070.146597
  nChanged 35
		SP:Iteration 5Q (30143.470000 sec): 3 clusters
  Score: Raw -280736.190911 + Penalty 3634.579147 = -277101.611764
  nChanged 16
		SP:Iteration 6Q (30143.510000 sec): 3 clusters
  Score: Raw -280751.000089 + Penalty 3634.579147 = -277116.420942
  nChanged 18
		SP:Iteration 7Q (30143.550000 sec): 3 clusters
  Score: Raw -280764.946666 + Penalty 3634.579147 = -277130.367519
  nChanged 13
		SP:Iteration 8Q (30143.590000 sec): 3 clusters
  Score: Raw -280774.700006 + Penalty 3634.579147 = -277140.120859
  nChanged 18
		SP:Iteration 9Q (30143.630000 sec): 3 clusters
  Score: Raw -280789.818436 + Penalty 3634.579147 = -277155.239289
  nChanged 16
		SP:Iteration 10Q (30143.670000 sec): 3 clusters
  Score: Raw -280804.439976 + Penalty 3634.579147 = -277169.860829
  nChanged 11
		SP:Iteration 11Q (30143.710000 sec): 3 clusters
  Score: Raw -280814.019054 + Penalty 3634.579147 = -277179.439907
  nChanged 14
		SP:Iteration 12Q (30143.750000 sec): 3 clusters
  Score: Raw -280827.194528 + Penalty 3634.579147 = -277192.615381
  nChanged 8
		SP:Iteration 13Q (30143.790000 sec): 3 clusters
  Score: Raw -280836.528020 + Penalty 3634.579147 = -277201.948873
  nChanged 10
		SP:Iteration 14Q (30143.830000 sec): 3 clusters
  Score: Raw -280844.320799 + Penalty 3634.579147 = -277209.741651
  nChanged 14
		SP:Iteration 15Q (30143.870000 sec): 3 clusters
  Score: Raw -280856.591127 + Penalty 3634.579147 = -277222.011980
  nChanged 11
		SP:Iteration 16Q (30143.910000 sec): 3 clusters
  Score: Raw -280866.427569 + Penalty 3634.579147 = -277231.848422
  nChanged 13
		SP:Iteration 17Q (30143.950000 sec): 3 clusters
  Score: Raw -280878.994142 + Penalty 3634.579147 = -277244.414995
  nChanged 9
		SP:Iteration 18Q (30143.990000 sec): 3 clusters
  Score: Raw -280886.585046 + Penalty 3634.579147 = -277252.005899
  nChanged 10
		SP:Iteration 19Q (30144.030000 sec): 3 clusters
  Score: Raw -280895.739712 + Penalty 3634.579147 = -277261.160565
  nChanged 9
		SP:Iteration 20F (30144.070000 sec): 3 clusters
  Score: Raw -280904.143547 + Penalty 3634.579147 = -277269.564400
  nChanged 11
		SP:Iteration 21Q (30144.110000 sec): 3 clusters
  Score: Raw -280913.980420 + Penalty 3634.579147 = -277279.401273
  nChanged 11
		SP:Iteration 22Q (30144.150000 sec): 3 clusters
  Score: Raw -280920.560591 + Penalty 3634.579147 = -277285.981444
  nChanged 11
		SP:Iteration 23Q (30144.190000 sec): 3 clusters
  Score: Raw -280933.514249 + Penalty 3634.579147 = -277298.935102
  nChanged 13
		SP:Iteration 24Q (30144.230000 sec): 3 clusters
  Score: Raw -280945.783691 + Penalty 3634.579147 = -277311.204544
  nChanged 13
		SP:Iteration 25Q (30144.270000 sec): 3 clusters
  Score: Raw -280956.155851 + Penalty 3634.579147 = -277321.576704
  nChanged 11
		SP:Iteration 26Q (30144.330000 sec): 3 clusters
  Score: Raw -280969.082565 + Penalty 3634.579147 = -277334.503417
  nChanged 9
		SP:Iteration 27Q (30144.370000 sec): 3 clusters
  Score: Raw -280979.424989 + Penalty 3634.579147 = -277344.845842
  nChanged 11
		SP:Iteration 28Q (30144.410000 sec): 3 clusters
  Score: Raw -280991.429594 + Penalty 3634.579147 = -277356.850447
  nChanged 9
		SP:Iteration 29Q (30144.450000 sec): 3 clusters
  Score: Raw -281004.314998 + Penalty 3634.579147 = -277369.735851
  nChanged 10
		SP:Iteration 30Q (30144.490000 sec): 3 clusters
  Score: Raw -281015.003584 + Penalty 3634.579147 = -277380.424437
  nChanged 7
		SP:Iteration 31Q (30144.530000 sec): 3 clusters
  Score: Raw -281021.246762 + Penalty 3634.579147 = -277386.667615
  nChanged 4
		SP:Iteration 32Q (30144.570000 sec): 3 clusters
  Score: Raw -281024.784043 + Penalty 3634.579147 = -277390.204895
  nChanged 3
		SP:Iteration 33Q (30144.610000 sec): 3 clusters
  Score: Raw -281027.355991 + Penalty 3634.579147 = -277392.776844
  nChanged 5
		SP:Iteration 34Q (30144.650000 sec): 3 clusters
  Score: Raw -281031.916869 + Penalty 3634.579147 = -277397.337722
  nChanged 1
		SP:Iteration 35Q (30144.690000 sec): 3 clusters
  Score: Raw -281033.071581 + Penalty 3634.579147 = -277398.492434
  nChanged 0
		SP:Iteration 36F (30144.730000 sec): 3 clusters
  Score: Raw -281033.071581 + Penalty 3634.579147 = -277398.492434
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30144.760000 sec): 2 clusters
  Score: Raw -27686.925861 + Penalty 1372.280593 = -26314.645267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30144.770000 sec): 3 clusters
  Score: Raw -27903.472862 + Penalty 2744.561186 = -25158.911676
  nChanged 36
		SP:Iteration 1F (30144.770000 sec): 3 clusters
  Score: Raw -28009.590220 + Penalty 2744.561186 = -25265.029034
  nChanged 8
		SP:Iteration 2Q (30144.780000 sec): 3 clusters
  Score: Raw -28049.785550 + Penalty 2744.561186 = -25305.224363
  nChanged 5
		SP:Iteration 3Q (30144.790000 sec): 3 clusters
  Score: Raw -28085.631092 + Penalty 2744.561186 = -25341.069905
  nChanged 0
		SP:Iteration 4F (30144.790000 sec): 3 clusters
  Score: Raw -28085.631092 + Penalty 2744.561186 = -25341.069905
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30144.850000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30144.880000 sec): 3 clusters
  Score: Raw -218622.029146 + Penalty 3502.847050 = -215119.182096
  nChanged 305
		SP:Iteration 1F (30144.910000 sec): 3 clusters
  Score: Raw -219051.688999 + Penalty 3502.847050 = -215548.841949
  nChanged 103
		SP:Iteration 2F (30144.940000 sec): 3 clusters
  Score: Raw -219250.193809 + Penalty 3502.847050 = -215747.346759
  nChanged 91
		SP:Iteration 3F (30144.970000 sec): 3 clusters
  Score: Raw -219443.685490 + Penalty 3502.847050 = -215940.838440
  nChanged 76
		SP:Iteration 4F (30145.010000 sec): 3 clusters
  Score: Raw -219589.298937 + Penalty 3502.847050 = -216086.451887
  nChanged 48
		SP:Iteration 5Q (30145.040000 sec): 3 clusters
  Score: Raw -219677.529208 + Penalty 3502.847050 = -216174.682158
  nChanged 30
		SP:Iteration 6Q (30145.070000 sec): 3 clusters
  Score: Raw -219732.503294 + Penalty 3502.847050 = -216229.656245
  nChanged 23
		SP:Iteration 7Q (30145.110000 sec): 3 clusters
  Score: Raw -219764.010851 + Penalty 3502.847050 = -216261.163802
  nChanged 15
		SP:Iteration 8Q (30145.140000 sec): 3 clusters
  Score: Raw -219781.173563 + Penalty 3502.847050 = -216278.326513
  nChanged 5
		SP:Iteration 9Q (30145.170000 sec): 3 clusters
  Score: Raw -219790.592723 + Penalty 3502.847050 = -216287.745673
  nChanged 6
		SP:Iteration 10Q (30145.200000 sec): 3 clusters
  Score: Raw -219799.375737 + Penalty 3502.847050 = -216296.528688
  nChanged 3
		SP:Iteration 11Q (30145.230000 sec): 3 clusters
  Score: Raw -219801.877871 + Penalty 3502.847050 = -216299.030821
  nChanged 3
		SP:Iteration 12Q (30145.270000 sec): 3 clusters
  Score: Raw -219806.927557 + Penalty 3502.847050 = -216304.080508
  nChanged 0
		SP:Iteration 13F (30145.300000 sec): 3 clusters
  Score: Raw -219806.927557 + Penalty 3502.847050 = -216304.080508
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30145.330000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30145.330000 sec): 3 clusters
  Score: Raw -37317.100059 + Penalty 2681.957199 = -34635.142861
  nChanged 13
		SP:Iteration 1F (30145.340000 sec): 3 clusters
  Score: Raw -37367.693407 + Penalty 2681.957199 = -34685.736209
  nChanged 1
		SP:Iteration 2Q (30145.350000 sec): 3 clusters
  Score: Raw -37372.448651 + Penalty 2681.957199 = -34690.491453
  nChanged 0
		SP:Iteration 3F (30145.360000 sec): 3 clusters
  Score: Raw -37372.448651 + Penalty 2681.957199 = -34690.491453
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30145.390000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30145.400000 sec): 3 clusters
  Score: Raw -33604.231723 + Penalty 2652.165335 = -30952.066388
  nChanged 16
		SP:Iteration 1F (30145.410000 sec): 3 clusters
  Score: Raw -33690.356725 + Penalty 2652.165335 = -31038.191390
  nChanged 2
		SP:Iteration 2Q (30145.410000 sec): 3 clusters
  Score: Raw -33697.623128 + Penalty 2652.165335 = -31045.457792
  nChanged 0
		SP:Iteration 3F (30145.420000 sec): 3 clusters
  Score: Raw -33697.623128 + Penalty 2652.165335 = -31045.457792
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30145.440000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30145.450000 sec): 3 clusters
  Score: Raw -35818.001579 + Penalty 2707.954415 = -33110.047164
  nChanged 18
		SP:Iteration 1F (30145.460000 sec): 3 clusters
  Score: Raw -35897.487430 + Penalty 2707.954415 = -33189.533015
  nChanged 6
		SP:Iteration 2Q (30145.470000 sec): 3 clusters
  Score: Raw -35939.768120 + Penalty 2707.954415 = -33231.813705
  nChanged 5
		SP:Iteration 3Q (30145.470000 sec): 3 clusters
  Score: Raw -35956.245268 + Penalty 2707.954415 = -33248.290853
  nChanged 3
		SP:Iteration 4Q (30145.480000 sec): 3 clusters
  Score: Raw -35976.099422 + Penalty 2707.954415 = -33268.145007
  nChanged 2
		SP:Iteration 5Q (30145.490000 sec): 3 clusters
  Score: Raw -35982.703832 + Penalty 2707.954415 = -33274.749417
  nChanged 1
		SP:Iteration 6Q (30145.500000 sec): 3 clusters
  Score: Raw -35985.979812 + Penalty 2707.954415 = -33278.025397
  nChanged 2
		SP:Iteration 7Q (30145.500000 sec): 3 clusters
  Score: Raw -35988.980426 + Penalty 2707.954415 = -33281.026011
  nChanged 0
		SP:Iteration 8F (30145.510000 sec): 3 clusters
  Score: Raw -35988.980426 + Penalty 2707.954415 = -33281.026011
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30145.670000 sec): 2 clusters
  Score: Raw -2515304.849951 + Penalty 2359.836401 = -2512945.013550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30145.900000 sec): 3 clusters
  Score: Raw -2507695.004709 + Penalty 4719.672802 = -2502975.331908
  nChanged 5839
		SP:Iteration 1F (30146.180000 sec): 3 clusters
  Score: Raw -2510869.012425 + Penalty 4719.672802 = -2506149.339623
  nChanged 849
		SP:Iteration 2F (30146.470000 sec): 3 clusters
  Score: Raw -2511244.034683 + Penalty 4719.672802 = -2506524.361881
  nChanged 687
		SP:Iteration 3F (30146.760000 sec): 3 clusters
  Score: Raw -2511534.101492 + Penalty 4719.672802 = -2506814.428690
  nChanged 583
		SP:Iteration 4Q (30147.050000 sec): 3 clusters
  Score: Raw -2511778.405250 + Penalty 4719.672802 = -2507058.732449
  nChanged 537
		SP:Iteration 5Q (30147.380000 sec): 3 clusters
  Score: Raw -2511987.939397 + Penalty 4719.672802 = -2507268.266595
  nChanged 478
		SP:Iteration 6Q (30147.630000 sec): 3 clusters
  Score: Raw -2512187.491490 + Penalty 4719.672802 = -2507467.818688
  nChanged 438
		SP:Iteration 7Q (30147.930000 sec): 3 clusters
  Score: Raw -2512405.403074 + Penalty 4719.672802 = -2507685.730272
  nChanged 483
		SP:Iteration 8Q (30148.230000 sec): 3 clusters
  Score: Raw -2512650.097430 + Penalty 4719.672802 = -2507930.424629
  nChanged 483
		SP:Iteration 9Q (30148.480000 sec): 3 clusters
  Score: Raw -2512914.157487 + Penalty 4719.672802 = -2508194.484686
  nChanged 490
		SP:Iteration 10Q (30148.730000 sec): 3 clusters
  Score: Raw -2513212.963640 + Penalty 4719.672802 = -2508493.290839
  nChanged 488
		SP:Iteration 11Q (30149.020000 sec): 3 clusters
  Score: Raw -2513527.166686 + Penalty 4719.672802 = -2508807.493884
  nChanged 477
		SP:Iteration 12Q (30149.310000 sec): 3 clusters
  Score: Raw -2513817.355964 + Penalty 4719.672802 = -2509097.683163
  nChanged 451
		SP:Iteration 13Q (30149.590000 sec): 3 clusters
  Score: Raw -2514075.064865 + Penalty 4719.672802 = -2509355.392063
  nChanged 404
		SP:Iteration 14Q (30149.880000 sec): 3 clusters
  Score: Raw -2514313.733596 + Penalty 4719.672802 = -2509594.060795
  nChanged 359
		SP:Iteration 15Q (30150.170000 sec): 3 clusters
  Score: Raw -2514486.735176 + Penalty 4719.672802 = -2509767.062375
  nChanged 264
		SP:Iteration 16Q (30150.450000 sec): 3 clusters
  Score: Raw -2514595.061019 + Penalty 4719.672802 = -2509875.388218
  nChanged 210
		SP:Iteration 17Q (30150.750000 sec): 3 clusters
  Score: Raw -2514676.232595 + Penalty 4719.672802 = -2509956.559793
  nChanged 172
		SP:Iteration 18Q (30151.040000 sec): 3 clusters
  Score: Raw -2514745.870022 + Penalty 4719.672802 = -2510026.197220
  nChanged 161
		SP:Iteration 19Q (30151.320000 sec): 3 clusters
  Score: Raw -2514804.874439 + Penalty 4719.672802 = -2510085.201637
  nChanged 132
		SP:Iteration 20F (30151.610000 sec): 3 clusters
  Score: Raw -2514847.633937 + Penalty 4719.672802 = -2510127.961135
  nChanged 100
		SP:Iteration 21Q (30151.900000 sec): 3 clusters
  Score: Raw -2514876.417868 + Penalty 4719.672802 = -2510156.745066
  nChanged 73
		SP:Iteration 22Q (30152.110000 sec): 3 clusters
  Score: Raw -2514898.631067 + Penalty 4719.672802 = -2510178.958265
  nChanged 80
		SP:Iteration 23Q (30152.400000 sec): 3 clusters
  Score: Raw -2514922.579676 + Penalty 4719.672802 = -2510202.906875
  nChanged 80
		SP:Iteration 24Q (30152.690000 sec): 3 clusters
  Score: Raw -2514942.251940 + Penalty 4719.672802 = -2510222.579139
  nChanged 66
		SP:Iteration 25Q (30152.980000 sec): 3 clusters
  Score: Raw -2514962.219846 + Penalty 4719.672802 = -2510242.547045
  nChanged 68
		SP:Iteration 26Q (30153.280000 sec): 3 clusters
  Score: Raw -2514978.536347 + Penalty 4719.672802 = -2510258.863545
  nChanged 64
		SP:Iteration 27Q (30153.500000 sec): 3 clusters
  Score: Raw -2514993.963229 + Penalty 4719.672802 = -2510274.290428
  nChanged 55
		SP:Iteration 28Q (30153.720000 sec): 3 clusters
  Score: Raw -2515006.602012 + Penalty 4719.672802 = -2510286.929210
  nChanged 45
		SP:Iteration 29Q (30153.990000 sec): 3 clusters
  Score: Raw -2515013.689982 + Penalty 4719.672802 = -2510294.017180
  nChanged 30
		SP:Iteration 30Q (30154.290000 sec): 3 clusters
  Score: Raw -2515018.133024 + Penalty 4719.672802 = -2510298.460222
  nChanged 23
		SP:Iteration 31Q (30154.570000 sec): 3 clusters
  Score: Raw -2515022.691931 + Penalty 4719.672802 = -2510303.019129
  nChanged 27
		SP:Iteration 32Q (30154.870000 sec): 3 clusters
  Score: Raw -2515027.737681 + Penalty 4719.672802 = -2510308.064879
  nChanged 27
		SP:Iteration 33Q (30155.160000 sec): 3 clusters
  Score: Raw -2515031.946740 + Penalty 4719.672802 = -2510312.273939
  nChanged 26
		SP:Iteration 34Q (30155.450000 sec): 3 clusters
  Score: Raw -2515036.358552 + Penalty 4719.672802 = -2510316.685751
  nChanged 20
		SP:Iteration 35Q (30155.740000 sec): 3 clusters
  Score: Raw -2515040.175858 + Penalty 4719.672802 = -2510320.503056
  nChanged 17
		SP:Iteration 36Q (30155.960000 sec): 3 clusters
  Score: Raw -2515043.067936 + Penalty 4719.672802 = -2510323.395135
  nChanged 19
		SP:Iteration 37Q (30156.240000 sec): 3 clusters
  Score: Raw -2515046.451534 + Penalty 4719.672802 = -2510326.778733
  nChanged 12
		SP:Iteration 38Q (30156.460000 sec): 3 clusters
  Score: Raw -2515048.206344 + Penalty 4719.672802 = -2510328.533543
  nChanged 10
		SP:Iteration 39Q (30156.740000 sec): 3 clusters
  Score: Raw -2515049.689807 + Penalty 4719.672802 = -2510330.017006
  nChanged 12
		SP:Iteration 40F (30157.030000 sec): 3 clusters
  Score: Raw -2515051.418419 + Penalty 4719.672802 = -2510331.745617
  nChanged 15
		SP:Iteration 41Q (30157.280000 sec): 3 clusters
  Score: Raw -2515054.288429 + Penalty 4719.672802 = -2510334.615627
  nChanged 14
		SP:Iteration 42Q (30157.590000 sec): 3 clusters
  Score: Raw -2515056.073969 + Penalty 4719.672802 = -2510336.401167
  nChanged 8
		SP:Iteration 43Q (30157.850000 sec): 3 clusters
  Score: Raw -2515057.166249 + Penalty 4719.672802 = -2510337.493447
  nChanged 4
		SP:Iteration 44Q (30158.140000 sec): 3 clusters
  Score: Raw -2515057.600410 + Penalty 4719.672802 = -2510337.927608
  nChanged 3
		SP:Iteration 45Q (30158.430000 sec): 3 clusters
  Score: Raw -2515058.218720 + Penalty 4719.672802 = -2510338.545918
  nChanged 6
		SP:Iteration 46Q (30158.680000 sec): 3 clusters
  Score: Raw -2515059.760967 + Penalty 4719.672802 = -2510340.088165
  nChanged 7
		SP:Iteration 47Q (30158.970000 sec): 3 clusters
  Score: Raw -2515060.570029 + Penalty 4719.672802 = -2510340.897228
  nChanged 5
		SP:Iteration 48Q (30159.270000 sec): 3 clusters
  Score: Raw -2515060.933193 + Penalty 4719.672802 = -2510341.260391
  nChanged 4
		SP:Iteration 49Q (30159.560000 sec): 3 clusters
  Score: Raw -2515061.351887 + Penalty 4719.672802 = -2510341.679086
  nChanged 6
		SP:Iteration 50Q (30159.850000 sec): 3 clusters
  Score: Raw -2515062.157812 + Penalty 4719.672802 = -2510342.485011
  nChanged 6
		SP:Iteration 51Q (30160.140000 sec): 3 clusters
  Score: Raw -2515062.788815 + Penalty 4719.672802 = -2510343.116013
  nChanged 2
		SP:Iteration 52Q (30160.440000 sec): 3 clusters
  Score: Raw -2515063.070474 + Penalty 4719.672802 = -2510343.397672
  nChanged 2
		SP:Iteration 53Q (30160.730000 sec): 3 clusters
  Score: Raw -2515063.471723 + Penalty 4719.672802 = -2510343.798922
  nChanged 4
		SP:Iteration 54Q (30161.020000 sec): 3 clusters
  Score: Raw -2515064.089647 + Penalty 4719.672802 = -2510344.416845
  nChanged 5
		SP:Iteration 55Q (30161.220000 sec): 3 clusters
  Score: Raw -2515064.907776 + Penalty 4719.672802 = -2510345.234975
  nChanged 4
		SP:Iteration 56Q (30161.400000 sec): 3 clusters
  Score: Raw -2515065.620299 + Penalty 4719.672802 = -2510345.947497
  nChanged 6
		SP:Iteration 57Q (30161.650000 sec): 3 clusters
  Score: Raw -2515067.066313 + Penalty 4719.672802 = -2510347.393511
  nChanged 11
		SP:Iteration 58Q (30161.940000 sec): 3 clusters
  Score: Raw -2515068.796664 + Penalty 4719.672802 = -2510349.123863
  nChanged 7
		SP:Iteration 59Q (30162.240000 sec): 3 clusters
  Score: Raw -2515069.974904 + Penalty 4719.672802 = -2510350.302103
  nChanged 9
		SP:Iteration 60F (30162.530000 sec): 3 clusters
  Score: Raw -2515071.187411 + Penalty 4719.672802 = -2510351.514609
  nChanged 11
		SP:Iteration 61Q (30162.820000 sec): 3 clusters
  Score: Raw -2515072.539068 + Penalty 4719.672802 = -2510352.866267
  nChanged 13
		SP:Iteration 62Q (30163.120000 sec): 3 clusters
  Score: Raw -2515074.442759 + Penalty 4719.672802 = -2510354.769957
  nChanged 7
		SP:Iteration 63Q (30163.410000 sec): 3 clusters
  Score: Raw -2515075.443573 + Penalty 4719.672802 = -2510355.770772
  nChanged 6
		SP:Iteration 64Q (30163.700000 sec): 3 clusters
  Score: Raw -2515076.295745 + Penalty 4719.672802 = -2510356.622943
  nChanged 4
		SP:Iteration 65Q (30163.910000 sec): 3 clusters
  Score: Raw -2515076.732526 + Penalty 4719.672802 = -2510357.059725
  nChanged 6
		SP:Iteration 66Q (30164.080000 sec): 3 clusters
  Score: Raw -2515077.722977 + Penalty 4719.672802 = -2510358.050175
  nChanged 6
		SP:Iteration 67Q (30164.370000 sec): 3 clusters
  Score: Raw -2515078.519346 + Penalty 4719.672802 = -2510358.846544
  nChanged 7
		SP:Iteration 68Q (30164.620000 sec): 3 clusters
  Score: Raw -2515079.546040 + Penalty 4719.672802 = -2510359.873239
  nChanged 5
		SP:Iteration 69Q (30164.910000 sec): 3 clusters
  Score: Raw -2515080.107055 + Penalty 4719.672802 = -2510360.434254
  nChanged 6
		SP:Iteration 70Q (30165.200000 sec): 3 clusters
  Score: Raw -2515080.617159 + Penalty 4719.672802 = -2510360.944357
  nChanged 1
		SP:Iteration 71Q (30165.490000 sec): 3 clusters
  Score: Raw -2515080.782556 + Penalty 4719.672802 = -2510361.109755
  nChanged 4
		SP:Iteration 72Q (30165.780000 sec): 3 clusters
  Score: Raw -2515081.207951 + Penalty 4719.672802 = -2510361.535150
  nChanged 1
		SP:Iteration 73Q (30166.080000 sec): 3 clusters
  Score: Raw -2515081.353271 + Penalty 4719.672802 = -2510361.680469
  nChanged 1
		SP:Iteration 74Q (30166.340000 sec): 3 clusters
  Score: Raw -2515081.491952 + Penalty 4719.672802 = -2510361.819150
  nChanged 3
		SP:Iteration 75Q (30166.620000 sec): 3 clusters
  Score: Raw -2515081.818745 + Penalty 4719.672802 = -2510362.145943
  nChanged 4
		SP:Iteration 76Q (30166.910000 sec): 3 clusters
  Score: Raw -2515082.288172 + Penalty 4719.672802 = -2510362.615370
  nChanged 4
		SP:Iteration 77Q (30167.200000 sec): 3 clusters
  Score: Raw -2515082.631851 + Penalty 4719.672802 = -2510362.959049
  nChanged 2
		SP:Iteration 78Q (30167.490000 sec): 3 clusters
  Score: Raw -2515082.936388 + Penalty 4719.672802 = -2510363.263586
  nChanged 3
		SP:Iteration 79Q (30167.780000 sec): 3 clusters
  Score: Raw -2515083.424343 + Penalty 4719.672802 = -2510363.751541
  nChanged 3
		SP:Iteration 80F (30168.070000 sec): 3 clusters
  Score: Raw -2515083.758015 + Penalty 4719.672802 = -2510364.085214
  nChanged 4
		SP:Iteration 81Q (30168.360000 sec): 3 clusters
  Score: Raw -2515084.135556 + Penalty 4719.672802 = -2510364.462754
  nChanged 1
		SP:Iteration 82Q (30168.650000 sec): 3 clusters
  Score: Raw -2515084.207061 + Penalty 4719.672802 = -2510364.534259
  nChanged 1
		SP:Iteration 83Q (30168.940000 sec): 3 clusters
  Score: Raw -2515084.433001 + Penalty 4719.672802 = -2510364.760199
  nChanged 3
		SP:Iteration 84Q (30169.230000 sec): 3 clusters
  Score: Raw -2515084.773827 + Penalty 4719.672802 = -2510365.101025
  nChanged 5
		SP:Iteration 85Q (30169.520000 sec): 3 clusters
  Score: Raw -2515085.646730 + Penalty 4719.672802 = -2510365.973928
  nChanged 4
		SP:Iteration 86Q (30169.820000 sec): 3 clusters
  Score: Raw -2515086.249134 + Penalty 4719.672802 = -2510366.576333
  nChanged 8
		SP:Iteration 87Q (30170.110000 sec): 3 clusters
  Score: Raw -2515087.341205 + Penalty 4719.672802 = -2510367.668403
  nChanged 9
		SP:Iteration 88Q (30170.400000 sec): 3 clusters
  Score: Raw -2515088.508365 + Penalty 4719.672802 = -2510368.835564
  nChanged 12
		SP:Iteration 89Q (30170.690000 sec): 3 clusters
  Score: Raw -2515090.496614 + Penalty 4719.672802 = -2510370.823812
  nChanged 13
		SP:Iteration 90Q (30170.980000 sec): 3 clusters
  Score: Raw -2515092.519189 + Penalty 4719.672802 = -2510372.846387
  nChanged 16
		SP:Iteration 91Q (30171.270000 sec): 3 clusters
  Score: Raw -2515095.668087 + Penalty 4719.672802 = -2510375.995285
  nChanged 18
		SP:Iteration 92Q (30171.560000 sec): 3 clusters
  Score: Raw -2515099.065824 + Penalty 4719.672802 = -2510379.393023
  nChanged 22
		SP:Iteration 93Q (30171.850000 sec): 3 clusters
  Score: Raw -2515102.554933 + Penalty 4719.672802 = -2510382.882132
  nChanged 20
		SP:Iteration 94Q (30172.140000 sec): 3 clusters
  Score: Raw -2515105.749859 + Penalty 4719.672802 = -2510386.077057
  nChanged 23
		SP:Iteration 95Q (30172.430000 sec): 3 clusters
  Score: Raw -2515109.804596 + Penalty 4719.672802 = -2510390.131795
  nChanged 27
		SP:Iteration 96Q (30172.720000 sec): 3 clusters
  Score: Raw -2515114.101992 + Penalty 4719.672802 = -2510394.429191
  nChanged 25
		SP:Iteration 97Q (30173.010000 sec): 3 clusters
  Score: Raw -2515118.299579 + Penalty 4719.672802 = -2510398.626778
  nChanged 24
		SP:Iteration 98Q (30173.300000 sec): 3 clusters
  Score: Raw -2515122.660287 + Penalty 4719.672802 = -2510402.987485
  nChanged 22
		SP:Iteration 99Q (30173.590000 sec): 3 clusters
  Score: Raw -2515127.589825 + Penalty 4719.672802 = -2510407.917023
  nChanged 31
		SP:Iteration 100F (30173.880000 sec): 3 clusters
  Score: Raw -2515135.364497 + Penalty 4719.672802 = -2510415.691695
  nChanged 31
		SP:Iteration 101Q (30174.170000 sec): 3 clusters
  Score: Raw -2515140.965205 + Penalty 4719.672802 = -2510421.292403
  nChanged 28
		SP:Iteration 102Q (30174.460000 sec): 3 clusters
  Score: Raw -2515145.682976 + Penalty 4719.672802 = -2510426.010174
  nChanged 20
		SP:Iteration 103Q (30174.750000 sec): 3 clusters
  Score: Raw -2515148.873709 + Penalty 4719.672802 = -2510429.200908
  nChanged 18
		SP:Iteration 104Q (30175.030000 sec): 3 clusters
  Score: Raw -2515151.863764 + Penalty 4719.672802 = -2510432.190962
  nChanged 13
		SP:Iteration 105Q (30175.320000 sec): 3 clusters
  Score: Raw -2515153.577447 + Penalty 4719.672802 = -2510433.904645
  nChanged 8
		SP:Iteration 106Q (30175.610000 sec): 3 clusters
  Score: Raw -2515154.590237 + Penalty 4719.672802 = -2510434.917436
  nChanged 7
		SP:Iteration 107Q (30175.900000 sec): 3 clusters
  Score: Raw -2515155.270422 + Penalty 4719.672802 = -2510435.597621
  nChanged 3
		SP:Iteration 108Q (30176.190000 sec): 3 clusters
  Score: Raw -2515155.598435 + Penalty 4719.672802 = -2510435.925634
  nChanged 1
		SP:Iteration 109Q (30176.480000 sec): 3 clusters
  Score: Raw -2515156.010355 + Penalty 4719.672802 = -2510436.337554
  nChanged 3
		SP:Iteration 110Q (30176.770000 sec): 3 clusters
  Score: Raw -2515156.291755 + Penalty 4719.672802 = -2510436.618954
  nChanged 3
		SP:Iteration 111Q (30177.060000 sec): 3 clusters
  Score: Raw -2515156.654609 + Penalty 4719.672802 = -2510436.981807
  nChanged 2
		SP:Iteration 112Q (30177.350000 sec): 3 clusters
  Score: Raw -2515156.933389 + Penalty 4719.672802 = -2510437.260587
  nChanged 1
		SP:Iteration 113Q (30177.640000 sec): 3 clusters
  Score: Raw -2515157.150295 + Penalty 4719.672802 = -2510437.477493
  nChanged 0
		SP:Iteration 114F (30177.940000 sec): 3 clusters
  Score: Raw -2515157.150295 + Penalty 4719.672802 = -2510437.477493
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30179.160000 sec): 2 clusters
  Score: Raw -37599369.962576 + Penalty 3039.335848 = -37596330.626728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30180.870000 sec): 3 clusters
  Score: Raw -37461594.217850 + Penalty 6078.671695 = -37455515.546155
  nChanged 100747
		SP:Iteration 1F (30182.770000 sec): 3 clusters
  Score: Raw -37520215.286360 + Penalty 6078.671695 = -37514136.614665
  nChanged 5225
		SP:Iteration 2Q (30184.860000 sec): 3 clusters
  Score: Raw -37521148.768481 + Penalty 6078.671695 = -37515070.096786
  nChanged 5363
		SP:Iteration 3Q (30186.970000 sec): 3 clusters
  Score: Raw -37522162.053167 + Penalty 6078.671695 = -37516083.381472
  nChanged 5533
		SP:Iteration 4Q (30188.920000 sec): 3 clusters
  Score: Raw -37523368.618523 + Penalty 6078.671695 = -37517289.946828
  nChanged 6078
		SP:Iteration 5Q (30190.910000 sec): 3 clusters
  Score: Raw -37524957.901393 + Penalty 6078.671695 = -37518879.229698
  nChanged 6988
		SP:Iteration 6Q (30192.890000 sec): 3 clusters
  Score: Raw -37527272.168853 + Penalty 6078.671695 = -37521193.497158
  nChanged 8491
		SP:Iteration 7Q (30194.860000 sec): 3 clusters
  Score: Raw -37530980.301006 + Penalty 6078.671695 = -37524901.629311
  nChanged 11052
		SP:Iteration 8F (30196.690000 sec): 3 clusters
  Score: Raw -37537295.583565 + Penalty 6078.671695 = -37531216.911870
  nChanged 14431
		SP:Iteration 9F (30198.560000 sec): 3 clusters
  Score: Raw -37547532.385221 + Penalty 6078.671695 = -37541453.713526
  nChanged 17378
		SP:Iteration 10F (30200.430000 sec): 3 clusters
  Score: Raw -37562041.482159 + Penalty 6078.671695 = -37555962.810464
  nChanged 17233
		SP:Iteration 11F (30202.270000 sec): 3 clusters
  Score: Raw -37577723.991557 + Penalty 6078.671695 = -37571645.319861
  nChanged 13008
		SP:Iteration 12F (30204.100000 sec): 3 clusters
  Score: Raw -37589769.087755 + Penalty 6078.671695 = -37583690.416060
  nChanged 6970
		SP:Iteration 13Q (30205.870000 sec): 3 clusters
  Score: Raw -37596058.974571 + Penalty 6078.671695 = -37589980.302876
  nChanged 2746
		SP:Iteration 14Q (30207.570000 sec): 3 clusters
  Score: Raw -37598449.232256 + Penalty 6078.671695 = -37592370.560561
  nChanged 848
		SP:Iteration 15Q (30209.270000 sec): 3 clusters
  Score: Raw -37599232.008895 + Penalty 6078.671695 = -37593153.337200
  nChanged 234
		SP:Iteration 16Q (30210.960000 sec): 3 clusters
  Score: Raw -37599478.251157 + Penalty 6078.671695 = -37593399.579461
  nChanged 89
		SP:Iteration 17Q (30212.610000 sec): 3 clusters
  Score: Raw -37599577.440128 + Penalty 6078.671695 = -37593498.768433
  nChanged 47
		SP:Iteration 18Q (30214.250000 sec): 3 clusters
  Score: Raw -37599635.849092 + Penalty 6078.671695 = -37593557.177396
  nChanged 29
		SP:Iteration 19Q (30215.910000 sec): 3 clusters
  Score: Raw -37599666.460836 + Penalty 6078.671695 = -37593587.789141
  nChanged 20
		SP:Iteration 20F (30217.770000 sec): 3 clusters
  Score: Raw -37599688.951679 + Penalty 6078.671695 = -37593610.279984
  nChanged 6
		SP:Iteration 21Q (30219.440000 sec): 3 clusters
  Score: Raw -37599697.453593 + Penalty 6078.671695 = -37593618.781898
  nChanged 7
		SP:Iteration 22Q (30221.140000 sec): 3 clusters
  Score: Raw -37599706.622327 + Penalty 6078.671695 = -37593627.950632
  nChanged 5
		SP:Iteration 23Q (30222.790000 sec): 3 clusters
  Score: Raw -37599711.941179 + Penalty 6078.671695 = -37593633.269483
  nChanged 4
		SP:Iteration 24Q (30224.410000 sec): 3 clusters
  Score: Raw -37599716.178480 + Penalty 6078.671695 = -37593637.506785
  nChanged 4
		SP:Iteration 25Q (30226.130000 sec): 3 clusters
  Score: Raw -37599722.879164 + Penalty 6078.671695 = -37593644.207469
  nChanged 1
		SP:Iteration 26Q (30227.830000 sec): 3 clusters
  Score: Raw -37599725.020275 + Penalty 6078.671695 = -37593646.348580
  nChanged 2
		SP:Iteration 27Q (30229.530000 sec): 3 clusters
  Score: Raw -37599728.546845 + Penalty 6078.671695 = -37593649.875150
  nChanged 2
		SP:Iteration 28Q (30231.170000 sec): 3 clusters
  Score: Raw -37599731.261206 + Penalty 6078.671695 = -37593652.589511
  nChanged 2
		SP:Iteration 29Q (30232.800000 sec): 3 clusters
  Score: Raw -37599732.597440 + Penalty 6078.671695 = -37593653.925745
  nChanged 0
		SP:Iteration 30F (30234.610000 sec): 3 clusters
  Score: Raw -37599732.597440 + Penalty 6078.671695 = -37593653.925745
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30234.850000 sec): 2 clusters
  Score: Raw -3607938.250887 + Penalty 2468.212107 = -3605470.038780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30235.180000 sec): 3 clusters
  Score: Raw -3595760.325724 + Penalty 4936.424215 = -3590823.901510
  nChanged 9282
		SP:Iteration 1F (30235.510000 sec): 3 clusters
  Score: Raw -3600669.709476 + Penalty 4936.424215 = -3595733.285261
  nChanged 1155
		SP:Iteration 2F (30235.840000 sec): 3 clusters
  Score: Raw -3601125.601226 + Penalty 4936.424215 = -3596189.177011
  nChanged 970
		SP:Iteration 3Q (30236.170000 sec): 3 clusters
  Score: Raw -3601543.270320 + Penalty 4936.424215 = -3596606.846106
  nChanged 992
		SP:Iteration 4Q (30236.500000 sec): 3 clusters
  Score: Raw -3602123.368494 + Penalty 4936.424215 = -3597186.944279
  nChanged 1109
		SP:Iteration 5F (30236.840000 sec): 3 clusters
  Score: Raw -3602911.534993 + Penalty 4936.424215 = -3597975.110779
  nChanged 1286
		SP:Iteration 6F (30237.170000 sec): 3 clusters
  Score: Raw -3603913.536231 + Penalty 4936.424215 = -3598977.112016
  nChanged 1400
		SP:Iteration 7F (30237.500000 sec): 3 clusters
  Score: Raw -3605093.481778 + Penalty 4936.424215 = -3600157.057563
  nChanged 1457
		SP:Iteration 8F (30237.820000 sec): 3 clusters
  Score: Raw -3606327.336510 + Penalty 4936.424215 = -3601390.912295
  nChanged 1345
		SP:Iteration 9F (30238.160000 sec): 3 clusters
  Score: Raw -3607382.478033 + Penalty 4936.424215 = -3602446.053818
  nChanged 1103
		SP:Iteration 10F (30238.480000 sec): 3 clusters
  Score: Raw -3608090.623344 + Penalty 4936.424215 = -3603154.199130
  nChanged 836
		SP:Iteration 11Q (30238.820000 sec): 3 clusters
  Score: Raw -3608504.345137 + Penalty 4936.424215 = -3603567.920922
  nChanged 582
		SP:Iteration 12Q (30239.140000 sec): 3 clusters
  Score: Raw -3608716.898362 + Penalty 4936.424215 = -3603780.474148
  nChanged 419
		SP:Iteration 13Q (30239.480000 sec): 3 clusters
  Score: Raw -3608845.319949 + Penalty 4936.424215 = -3603908.895735
  nChanged 320
		SP:Iteration 14Q (30239.780000 sec): 3 clusters
  Score: Raw -3608929.600049 + Penalty 4936.424215 = -3603993.175834
  nChanged 272
		SP:Iteration 15Q (30240.140000 sec): 3 clusters
  Score: Raw -3608989.213745 + Penalty 4936.424215 = -3604052.789530
  nChanged 234
		SP:Iteration 16Q (30240.470000 sec): 3 clusters
  Score: Raw -3609040.987566 + Penalty 4936.424215 = -3604104.563351
  nChanged 223
		SP:Iteration 17Q (30240.820000 sec): 3 clusters
  Score: Raw -3609090.443580 + Penalty 4936.424215 = -3604154.019365
  nChanged 216
		SP:Iteration 18Q (30241.150000 sec): 3 clusters
  Score: Raw -3609138.600322 + Penalty 4936.424215 = -3604202.176107
  nChanged 221
		SP:Iteration 19Q (30241.500000 sec): 3 clusters
  Score: Raw -3609183.523164 + Penalty 4936.424215 = -3604247.098950
  nChanged 206
		SP:Iteration 20F (30241.880000 sec): 3 clusters
  Score: Raw -3609222.160895 + Penalty 4936.424215 = -3604285.736680
  nChanged 185
		SP:Iteration 21Q (30242.220000 sec): 3 clusters
  Score: Raw -3609255.776923 + Penalty 4936.424215 = -3604319.352708
  nChanged 179
		SP:Iteration 22Q (30242.560000 sec): 3 clusters
  Score: Raw -3609291.342883 + Penalty 4936.424215 = -3604354.918669
  nChanged 193
		SP:Iteration 23Q (30242.780000 sec): 3 clusters
  Score: Raw -3609332.326789 + Penalty 4936.424215 = -3604395.902574
  nChanged 198
		SP:Iteration 24Q (30243.160000 sec): 3 clusters
  Score: Raw -3609373.971911 + Penalty 4936.424215 = -3604437.547696
  nChanged 210
		SP:Iteration 25Q (30243.500000 sec): 3 clusters
  Score: Raw -3609416.363318 + Penalty 4936.424215 = -3604479.939104
  nChanged 226
		SP:Iteration 26Q (30243.840000 sec): 3 clusters
  Score: Raw -3609464.200273 + Penalty 4936.424215 = -3604527.776058
  nChanged 211
		SP:Iteration 27Q (30244.180000 sec): 3 clusters
  Score: Raw -3609509.894471 + Penalty 4936.424215 = -3604573.470256
  nChanged 226
		SP:Iteration 28Q (30244.500000 sec): 3 clusters
  Score: Raw -3609557.396877 + Penalty 4936.424215 = -3604620.972662
  nChanged 230
		SP:Iteration 29Q (30244.830000 sec): 3 clusters
  Score: Raw -3609603.088736 + Penalty 4936.424215 = -3604666.664522
  nChanged 195
		SP:Iteration 30Q (30245.140000 sec): 3 clusters
  Score: Raw -3609640.053405 + Penalty 4936.424215 = -3604703.629190
  nChanged 192
		SP:Iteration 31Q (30245.490000 sec): 3 clusters
  Score: Raw -3609678.927329 + Penalty 4936.424215 = -3604742.503114
  nChanged 213
		SP:Iteration 32Q (30245.810000 sec): 3 clusters
  Score: Raw -3609723.498040 + Penalty 4936.424215 = -3604787.073825
  nChanged 229
		SP:Iteration 33Q (30246.150000 sec): 3 clusters
  Score: Raw -3609769.150688 + Penalty 4936.424215 = -3604832.726473
  nChanged 181
		SP:Iteration 34Q (30246.490000 sec): 3 clusters
  Score: Raw -3609805.056536 + Penalty 4936.424215 = -3604868.632321
  nChanged 167
		SP:Iteration 35Q (30246.820000 sec): 3 clusters
  Score: Raw -3609836.009524 + Penalty 4936.424215 = -3604899.585309
  nChanged 164
		SP:Iteration 36Q (30247.160000 sec): 3 clusters
  Score: Raw -3609866.437533 + Penalty 4936.424215 = -3604930.013319
  nChanged 162
		SP:Iteration 37Q (30247.500000 sec): 3 clusters
  Score: Raw -3609895.235096 + Penalty 4936.424215 = -3604958.810882
  nChanged 146
		SP:Iteration 38Q (30247.830000 sec): 3 clusters
  Score: Raw -3609920.537666 + Penalty 4936.424215 = -3604984.113452
  nChanged 134
		SP:Iteration 39Q (30248.180000 sec): 3 clusters
  Score: Raw -3609944.027386 + Penalty 4936.424215 = -3605007.603171
  nChanged 137
		SP:Iteration 40F (30248.520000 sec): 3 clusters
  Score: Raw -3609969.898601 + Penalty 4936.424215 = -3605033.474386
  nChanged 122
		SP:Iteration 41Q (30248.860000 sec): 3 clusters
  Score: Raw -3609991.168219 + Penalty 4936.424215 = -3605054.744004
  nChanged 109
		SP:Iteration 42Q (30249.140000 sec): 3 clusters
  Score: Raw -3610008.294057 + Penalty 4936.424215 = -3605071.869842
  nChanged 95
		SP:Iteration 43Q (30249.430000 sec): 3 clusters
  Score: Raw -3610022.814103 + Penalty 4936.424215 = -3605086.389888
  nChanged 93
		SP:Iteration 44Q (30249.700000 sec): 3 clusters
  Score: Raw -3610037.891350 + Penalty 4936.424215 = -3605101.467135
  nChanged 89
		SP:Iteration 45Q (30250.040000 sec): 3 clusters
  Score: Raw -3610051.969369 + Penalty 4936.424215 = -3605115.545155
  nChanged 85
		SP:Iteration 46Q (30250.340000 sec): 3 clusters
  Score: Raw -3610064.272262 + Penalty 4936.424215 = -3605127.848048
  nChanged 68
		SP:Iteration 47Q (30250.720000 sec): 3 clusters
  Score: Raw -3610073.668955 + Penalty 4936.424215 = -3605137.244740
  nChanged 60
		SP:Iteration 48Q (30250.980000 sec): 3 clusters
  Score: Raw -3610081.333096 + Penalty 4936.424215 = -3605144.908881
  nChanged 38
		SP:Iteration 49Q (30251.260000 sec): 3 clusters
  Score: Raw -3610085.775412 + Penalty 4936.424215 = -3605149.351197
  nChanged 38
		SP:Iteration 50Q (30251.580000 sec): 3 clusters
  Score: Raw -3610089.273800 + Penalty 4936.424215 = -3605152.849585
  nChanged 29
		SP:Iteration 51Q (30251.960000 sec): 3 clusters
  Score: Raw -3610092.198236 + Penalty 4936.424215 = -3605155.774021
  nChanged 37
		SP:Iteration 52Q (30252.270000 sec): 3 clusters
  Score: Raw -3610096.284960 + Penalty 4936.424215 = -3605159.860746
  nChanged 33
		SP:Iteration 53Q (30252.560000 sec): 3 clusters
  Score: Raw -3610100.189394 + Penalty 4936.424215 = -3605163.765179
  nChanged 41
		SP:Iteration 54Q (30252.940000 sec): 3 clusters
  Score: Raw -3610104.674778 + Penalty 4936.424215 = -3605168.250564
  nChanged 38
		SP:Iteration 55Q (30253.290000 sec): 3 clusters
  Score: Raw -3610108.517642 + Penalty 4936.424215 = -3605172.093427
  nChanged 28
		SP:Iteration 56Q (30253.550000 sec): 3 clusters
  Score: Raw -3610111.236887 + Penalty 4936.424215 = -3605174.812672
  nChanged 25
		SP:Iteration 57Q (30253.890000 sec): 3 clusters
  Score: Raw -3610113.629364 + Penalty 4936.424215 = -3605177.205149
  nChanged 21
		SP:Iteration 58Q (30254.220000 sec): 3 clusters
  Score: Raw -3610115.567379 + Penalty 4936.424215 = -3605179.143164
  nChanged 18
		SP:Iteration 59Q (30254.560000 sec): 3 clusters
  Score: Raw -3610117.026930 + Penalty 4936.424215 = -3605180.602716
  nChanged 16
		SP:Iteration 60F (30254.900000 sec): 3 clusters
  Score: Raw -3610118.744668 + Penalty 4936.424215 = -3605182.320453
  nChanged 14
		SP:Iteration 61Q (30255.240000 sec): 3 clusters
  Score: Raw -3610119.984089 + Penalty 4936.424215 = -3605183.559874
  nChanged 11
		SP:Iteration 62Q (30255.580000 sec): 3 clusters
  Score: Raw -3610120.930504 + Penalty 4936.424215 = -3605184.506289
  nChanged 9
		SP:Iteration 63Q (30255.960000 sec): 3 clusters
  Score: Raw -3610121.501163 + Penalty 4936.424215 = -3605185.076948
  nChanged 3
		SP:Iteration 64Q (30256.200000 sec): 3 clusters
  Score: Raw -3610121.799742 + Penalty 4936.424215 = -3605185.375527
  nChanged 1
		SP:Iteration 65Q (30256.490000 sec): 3 clusters
  Score: Raw -3610121.874976 + Penalty 4936.424215 = -3605185.450761
  nChanged 1
		SP:Iteration 66Q (30256.840000 sec): 3 clusters
  Score: Raw -3610121.963225 + Penalty 4936.424215 = -3605185.539010
  nChanged 0
		SP:Iteration 67F (30257.170000 sec): 3 clusters
  Score: Raw -3610121.963225 + Penalty 4936.424215 = -3605185.539010
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30257.810000 sec): 2 clusters
  Score: Raw -17096765.114785 + Penalty 2845.037740 = -17093920.077045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30258.800000 sec): 3 clusters
  Score: Raw -17035387.884292 + Penalty 5690.075480 = -17029697.808812
  nChanged 45326
		SP:Iteration 1F (30259.770000 sec): 3 clusters
  Score: Raw -17060990.883804 + Penalty 5690.075480 = -17055300.808323
  nChanged 3005
		SP:Iteration 2Q (30260.770000 sec): 3 clusters
  Score: Raw -17061616.035402 + Penalty 5690.075480 = -17055925.959922
  nChanged 2957
		SP:Iteration 3Q (30261.780000 sec): 3 clusters
  Score: Raw -17062271.646500 + Penalty 5690.075480 = -17056581.571019
  nChanged 3015
		SP:Iteration 4Q (30262.820000 sec): 3 clusters
  Score: Raw -17062995.189280 + Penalty 5690.075480 = -17057305.113800
  nChanged 3149
		SP:Iteration 5Q (30263.830000 sec): 3 clusters
  Score: Raw -17063850.474047 + Penalty 5690.075480 = -17058160.398567
  nChanged 3614
		SP:Iteration 6Q (30264.810000 sec): 3 clusters
  Score: Raw -17065006.550263 + Penalty 5690.075480 = -17059316.474783
  nChanged 4292
		SP:Iteration 7Q (30265.870000 sec): 3 clusters
  Score: Raw -17066779.945757 + Penalty 5690.075480 = -17061089.870277
  nChanged 5274
		SP:Iteration 8F (30266.790000 sec): 3 clusters
  Score: Raw -17069513.406552 + Penalty 5690.075480 = -17063823.331072
  nChanged 6291
		SP:Iteration 9F (30267.770000 sec): 3 clusters
  Score: Raw -17073459.920274 + Penalty 5690.075480 = -17067769.844794
  nChanged 6918
		SP:Iteration 10F (30268.700000 sec): 3 clusters
  Score: Raw -17078539.435324 + Penalty 5690.075480 = -17072849.359843
  nChanged 6814
		SP:Iteration 11F (30269.630000 sec): 3 clusters
  Score: Raw -17084308.089082 + Penalty 5690.075480 = -17078618.013602
  nChanged 5935
		SP:Iteration 12F (30270.560000 sec): 3 clusters
  Score: Raw -17089925.707301 + Penalty 5690.075480 = -17084235.631821
  nChanged 4107
		SP:Iteration 13Q (30271.550000 sec): 3 clusters
  Score: Raw -17093926.352976 + Penalty 5690.075480 = -17088236.277495
  nChanged 2006
		SP:Iteration 14Q (30272.450000 sec): 3 clusters
  Score: Raw -17095844.670247 + Penalty 5690.075480 = -17090154.594767
  nChanged 733
		SP:Iteration 15Q (30273.330000 sec): 3 clusters
  Score: Raw -17096554.752411 + Penalty 5690.075480 = -17090864.676931
  nChanged 230
		SP:Iteration 16Q (30274.160000 sec): 3 clusters
  Score: Raw -17096821.736817 + Penalty 5690.075480 = -17091131.661337
  nChanged 77
		SP:Iteration 17Q (30275.040000 sec): 3 clusters
  Score: Raw -17096924.889657 + Penalty 5690.075480 = -17091234.814177
  nChanged 44
		SP:Iteration 18Q (30275.880000 sec): 3 clusters
  Score: Raw -17096990.941430 + Penalty 5690.075480 = -17091300.865949
  nChanged 27
		SP:Iteration 19Q (30276.760000 sec): 3 clusters
  Score: Raw -17097022.839428 + Penalty 5690.075480 = -17091332.763948
  nChanged 15
		SP:Iteration 20F (30277.730000 sec): 3 clusters
  Score: Raw -17097040.586657 + Penalty 5690.075480 = -17091350.511177
  nChanged 5
		SP:Iteration 21Q (30278.490000 sec): 3 clusters
  Score: Raw -17097047.406145 + Penalty 5690.075480 = -17091357.330665
  nChanged 5
		SP:Iteration 22Q (30279.270000 sec): 3 clusters
  Score: Raw -17097056.517760 + Penalty 5690.075480 = -17091366.442280
  nChanged 4
		SP:Iteration 23Q (30280.190000 sec): 3 clusters
  Score: Raw -17097061.638246 + Penalty 5690.075480 = -17091371.562766
  nChanged 1
		SP:Iteration 24Q (30281.020000 sec): 3 clusters
  Score: Raw -17097062.389959 + Penalty 5690.075480 = -17091372.314479
  nChanged 1
		SP:Iteration 25Q (30281.910000 sec): 3 clusters
  Score: Raw -17097063.743796 + Penalty 5690.075480 = -17091373.668315
  nChanged 3
		SP:Iteration 26Q (30282.790000 sec): 3 clusters
  Score: Raw -17097068.392518 + Penalty 5690.075480 = -17091378.317038
  nChanged 3
		SP:Iteration 27Q (30283.710000 sec): 3 clusters
  Score: Raw -17097074.110627 + Penalty 5690.075480 = -17091384.035146
  nChanged 5
		SP:Iteration 28Q (30284.550000 sec): 3 clusters
  Score: Raw -17097080.379614 + Penalty 5690.075480 = -17091390.304134
  nChanged 6
		SP:Iteration 29Q (30285.380000 sec): 3 clusters
  Score: Raw -17097089.695017 + Penalty 5690.075480 = -17091399.619537
  nChanged 5
		SP:Iteration 30Q (30286.260000 sec): 3 clusters
  Score: Raw -17097101.143322 + Penalty 5690.075480 = -17091411.067842
  nChanged 3
		SP:Iteration 31Q (30287.110000 sec): 3 clusters
  Score: Raw -17097105.331073 + Penalty 5690.075480 = -17091415.255593
  nChanged 1
		SP:Iteration 32Q (30288.000000 sec): 3 clusters
  Score: Raw -17097106.311312 + Penalty 5690.075480 = -17091416.235831
  nChanged 1
		SP:Iteration 33Q (30288.830000 sec): 3 clusters
  Score: Raw -17097107.991790 + Penalty 5690.075480 = -17091417.916310
  nChanged 1
		SP:Iteration 34Q (30289.720000 sec): 3 clusters
  Score: Raw -17097109.112747 + Penalty 5690.075480 = -17091419.037266
  nChanged 0
		SP:Iteration 35F (30290.670000 sec): 3 clusters
  Score: Raw -17097109.112747 + Penalty 5690.075480 = -17091419.037266
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30290.730000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30290.900000 sec): 3 clusters
  Score: Raw -82589.770815 + Penalty 3110.410262 = -79479.360553
  nChanged 88
		SP:Iteration 1F (30291.080000 sec): 3 clusters
  Score: Raw -82792.459081 + Penalty 3110.410262 = -79682.048818
  nChanged 32
		SP:Iteration 2F (30291.260000 sec): 3 clusters
  Score: Raw -82882.567516 + Penalty 3110.410262 = -79772.157253
  nChanged 15
		SP:Iteration 3Q (30291.430000 sec): 3 clusters
  Score: Raw -82954.442598 + Penalty 3110.410262 = -79844.032336
  nChanged 9
		SP:Iteration 4Q (30291.610000 sec): 3 clusters
  Score: Raw -82975.602387 + Penalty 3110.410262 = -79865.192125
  nChanged 7
		SP:Iteration 5Q (30291.780000 sec): 3 clusters
  Score: Raw -82992.150973 + Penalty 3110.410262 = -79881.740711
  nChanged 7
		SP:Iteration 6Q (30291.960000 sec): 3 clusters
  Score: Raw -83009.238242 + Penalty 3110.410262 = -79898.827980
  nChanged 5
		SP:Iteration 7Q (30292.140000 sec): 3 clusters
  Score: Raw -83018.484686 + Penalty 3110.410262 = -79908.074424
  nChanged 3
		SP:Iteration 8Q (30292.310000 sec): 3 clusters
  Score: Raw -83025.270248 + Penalty 3110.410262 = -79914.859986
  nChanged 0
		SP:Iteration 9F (30292.490000 sec): 3 clusters
  Score: Raw -83025.270248 + Penalty 3110.410262 = -79914.859986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30292.580000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30292.750000 sec): 3 clusters
  Score: Raw -34389.136128 + Penalty 2645.028521 = -31744.107607
  nChanged 20
		SP:Iteration 1F (30292.930000 sec): 3 clusters
  Score: Raw -34451.696008 + Penalty 2645.028521 = -31806.667487
  nChanged 2
		SP:Iteration 2Q (30293.100000 sec): 3 clusters
  Score: Raw -34455.500886 + Penalty 2645.028521 = -31810.472365
  nChanged 0
		SP:Iteration 3F (30293.280000 sec): 3 clusters
  Score: Raw -34455.500886 + Penalty 2645.028521 = -31810.472365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30293.370000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30293.540000 sec): 3 clusters
  Score: Raw -18354.091021 + Penalty 2331.438261 = -16022.652759
  nChanged 3
		SP:Iteration 1Q (30293.720000 sec): 3 clusters
  Score: Raw -18385.690689 + Penalty 2331.438261 = -16054.252427
  nChanged 0
		SP:Iteration 2F (30293.890000 sec): 3 clusters
  Score: Raw -18385.690689 + Penalty 2331.438261 = -16054.252427
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30293.980000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30294.160000 sec): 3 clusters
  Score: Raw -79105.745238 + Penalty 3061.163496 = -76044.581741
  nChanged 82
		SP:Iteration 1F (30294.320000 sec): 3 clusters
  Score: Raw -79264.076114 + Penalty 3061.163496 = -76202.912618
  nChanged 17
		SP:Iteration 2Q (30294.480000 sec): 3 clusters
  Score: Raw -79302.285213 + Penalty 3061.163496 = -76241.121716
  nChanged 7
		SP:Iteration 3Q (30294.640000 sec): 3 clusters
  Score: Raw -79325.108474 + Penalty 3061.163496 = -76263.944978
  nChanged 6
		SP:Iteration 4Q (30294.800000 sec): 3 clusters
  Score: Raw -79334.219274 + Penalty 3061.163496 = -76273.055777
  nChanged 2
		SP:Iteration 5Q (30294.980000 sec): 3 clusters
  Score: Raw -79339.741323 + Penalty 3061.163496 = -76278.577827
  nChanged 0
		SP:Iteration 6F (30295.150000 sec): 3 clusters
  Score: Raw -79339.741323 + Penalty 3061.163496 = -76278.577827
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30295.240000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30295.420000 sec): 3 clusters
  Score: Raw -132138.010890 + Penalty 3295.965121 = -128842.045769
  nChanged 191
		SP:Iteration 1F (30295.590000 sec): 3 clusters
  Score: Raw -132380.864907 + Penalty 3295.965121 = -129084.899786
  nChanged 48
		SP:Iteration 2F (30295.760000 sec): 3 clusters
  Score: Raw -132464.452723 + Penalty 3295.965121 = -129168.487602
  nChanged 24
		SP:Iteration 3Q (30295.940000 sec): 3 clusters
  Score: Raw -132497.309080 + Penalty 3295.965121 = -129201.343959
  nChanged 15
		SP:Iteration 4Q (30296.120000 sec): 3 clusters
  Score: Raw -132518.466455 + Penalty 3295.965121 = -129222.501334
  nChanged 7
		SP:Iteration 5Q (30296.290000 sec): 3 clusters
  Score: Raw -132527.683995 + Penalty 3295.965121 = -129231.718874
  nChanged 4
		SP:Iteration 6Q (30296.470000 sec): 3 clusters
  Score: Raw -132531.520458 + Penalty 3295.965121 = -129235.555337
  nChanged 3
		SP:Iteration 7Q (30296.640000 sec): 3 clusters
  Score: Raw -132534.923727 + Penalty 3295.965121 = -129238.958606
  nChanged 4
		SP:Iteration 8Q (30296.820000 sec): 3 clusters
  Score: Raw -132542.271280 + Penalty 3295.965121 = -129246.306160
  nChanged 4
		SP:Iteration 9Q (30297.000000 sec): 3 clusters
  Score: Raw -132555.529755 + Penalty 3295.965121 = -129259.564634
  nChanged 4
		SP:Iteration 10Q (30297.170000 sec): 3 clusters
  Score: Raw -132561.534975 + Penalty 3295.965121 = -129265.569854
  nChanged 1
		SP:Iteration 11Q (30297.350000 sec): 3 clusters
  Score: Raw -132562.391772 + Penalty 3295.965121 = -129266.426651
  nChanged 0
		SP:Iteration 12F (30297.520000 sec): 3 clusters
  Score: Raw -132562.391772 + Penalty 3295.965121 = -129266.426651
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30297.610000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30297.790000 sec): 3 clusters
  Score: Raw -21853.740350 + Penalty 2661.524103 = -19192.216247
  nChanged 32
		SP:Iteration 1F (30297.960000 sec): 3 clusters
  Score: Raw -21965.745143 + Penalty 2661.524103 = -19304.221040
  nChanged 3
		SP:Iteration 2Q (30298.140000 sec): 3 clusters
  Score: Raw -21973.337340 + Penalty 2661.524103 = -19311.813236
  nChanged 3
		SP:Iteration 3Q (30298.320000 sec): 3 clusters
  Score: Raw -21978.863968 + Penalty 2661.524103 = -19317.339865
  nChanged 3
		SP:Iteration 4Q (30298.490000 sec): 3 clusters
  Score: Raw -21984.163567 + Penalty 2661.524103 = -19322.639463
  nChanged 6
		SP:Iteration 5Q (30298.670000 sec): 3 clusters
  Score: Raw -22011.283951 + Penalty 2661.524103 = -19349.759848
  nChanged 3
		SP:Iteration 6Q (30298.840000 sec): 3 clusters
  Score: Raw -22021.228853 + Penalty 2661.524103 = -19359.704749
  nChanged 0
		SP:Iteration 7F (30299.020000 sec): 3 clusters
  Score: Raw -22021.228853 + Penalty 2661.524103 = -19359.704749
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30299.110000 sec): 2 clusters
  Score: Raw -134555.925709 + Penalty 1644.736441 = -132911.189268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30299.280000 sec): 3 clusters
  Score: Raw -134468.981820 + Penalty 3289.472882 = -131179.508939
  nChanged 177
		SP:Iteration 1F (30299.460000 sec): 3 clusters
  Score: Raw -134706.657026 + Penalty 3289.472882 = -131417.184145
  nChanged 42
		SP:Iteration 2F (30299.640000 sec): 3 clusters
  Score: Raw -134782.123689 + Penalty 3289.472882 = -131492.650807
  nChanged 14
		SP:Iteration 3Q (30299.810000 sec): 3 clusters
  Score: Raw -134802.120264 + Penalty 3289.472882 = -131512.647383
  nChanged 4
		SP:Iteration 4Q (30299.990000 sec): 3 clusters
  Score: Raw -134807.953879 + Penalty 3289.472882 = -131518.480997
  nChanged 7
		SP:Iteration 5Q (30300.160000 sec): 3 clusters
  Score: Raw -134815.234036 + Penalty 3289.472882 = -131525.761155
  nChanged 4
		SP:Iteration 6Q (30300.340000 sec): 3 clusters
  Score: Raw -134823.865786 + Penalty 3289.472882 = -131534.392905
  nChanged 3
		SP:Iteration 7Q (30300.520000 sec): 3 clusters
  Score: Raw -134828.345647 + Penalty 3289.472882 = -131538.872765
  nChanged 0
		SP:Iteration 8F (30300.690000 sec): 3 clusters
  Score: Raw -134828.345647 + Penalty 3289.472882 = -131538.872765
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30300.780000 sec): 2 clusters
  Score: Raw -271188.321830 + Penalty 1823.723138 = -269364.598692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30300.950000 sec): 3 clusters
  Score: Raw -270676.599011 + Penalty 3647.446276 = -267029.152735
  nChanged 502
		SP:Iteration 1F (30301.130000 sec): 3 clusters
  Score: Raw -271103.710482 + Penalty 3647.446276 = -267456.264207
  nChanged 118
		SP:Iteration 2F (30301.300000 sec): 3 clusters
  Score: Raw -271224.813529 + Penalty 3647.446276 = -267577.367253
  nChanged 63
		SP:Iteration 3Q (30301.480000 sec): 3 clusters
  Score: Raw -271297.681865 + Penalty 3647.446276 = -267650.235589
  nChanged 45
		SP:Iteration 4Q (30301.660000 sec): 3 clusters
  Score: Raw -271341.418572 + Penalty 3647.446276 = -267693.972296
  nChanged 33
		SP:Iteration 5Q (30301.830000 sec): 3 clusters
  Score: Raw -271382.059304 + Penalty 3647.446276 = -267734.613028
  nChanged 30
		SP:Iteration 6Q (30302.010000 sec): 3 clusters
  Score: Raw -271416.106337 + Penalty 3647.446276 = -267768.660061
  nChanged 36
		SP:Iteration 7Q (30302.180000 sec): 3 clusters
  Score: Raw -271454.680262 + Penalty 3647.446276 = -267807.233987
  nChanged 29
		SP:Iteration 8Q (30302.360000 sec): 3 clusters
  Score: Raw -271486.285700 + Penalty 3647.446276 = -267838.839424
  nChanged 20
		SP:Iteration 9Q (30302.540000 sec): 3 clusters
  Score: Raw -271508.519288 + Penalty 3647.446276 = -267861.073012
  nChanged 16
		SP:Iteration 10Q (30302.710000 sec): 3 clusters
  Score: Raw -271530.800395 + Penalty 3647.446276 = -267883.354119
  nChanged 18
		SP:Iteration 11Q (30302.890000 sec): 3 clusters
  Score: Raw -271549.875694 + Penalty 3647.446276 = -267902.429418
  nChanged 18
		SP:Iteration 12Q (30303.060000 sec): 3 clusters
  Score: Raw -271567.568164 + Penalty 3647.446276 = -267920.121888
  nChanged 13
		SP:Iteration 13Q (30303.240000 sec): 3 clusters
  Score: Raw -271578.617820 + Penalty 3647.446276 = -267931.171545
  nChanged 10
		SP:Iteration 14Q (30303.420000 sec): 3 clusters
  Score: Raw -271586.342493 + Penalty 3647.446276 = -267938.896217
  nChanged 10
		SP:Iteration 15Q (30303.590000 sec): 3 clusters
  Score: Raw -271595.497609 + Penalty 3647.446276 = -267948.051333
  nChanged 8
		SP:Iteration 16Q (30303.770000 sec): 3 clusters
  Score: Raw -271601.159444 + Penalty 3647.446276 = -267953.713168
  nChanged 9
		SP:Iteration 17Q (30303.940000 sec): 3 clusters
  Score: Raw -271605.420067 + Penalty 3647.446276 = -267957.973791
  nChanged 3
		SP:Iteration 18Q (30304.120000 sec): 3 clusters
  Score: Raw -271606.731060 + Penalty 3647.446276 = -267959.284784
  nChanged 2
		SP:Iteration 19Q (30304.300000 sec): 3 clusters
  Score: Raw -271608.138787 + Penalty 3647.446276 = -267960.692511
  nChanged 2
		SP:Iteration 20F (30304.470000 sec): 3 clusters
  Score: Raw -271610.688538 + Penalty 3647.446276 = -267963.242263
  nChanged 3
		SP:Iteration 21Q (30304.650000 sec): 3 clusters
  Score: Raw -271611.584232 + Penalty 3647.446276 = -267964.137956
  nChanged 3
		SP:Iteration 22Q (30304.820000 sec): 3 clusters
  Score: Raw -271615.085245 + Penalty 3647.446276 = -267967.638969
  nChanged 3
		SP:Iteration 23Q (30305.000000 sec): 3 clusters
  Score: Raw -271617.222874 + Penalty 3647.446276 = -267969.776598
  nChanged 3
		SP:Iteration 24Q (30305.180000 sec): 3 clusters
  Score: Raw -271619.743015 + Penalty 3647.446276 = -267972.296739
  nChanged 7
		SP:Iteration 25Q (30305.350000 sec): 3 clusters
  Score: Raw -271625.636016 + Penalty 3647.446276 = -267978.189740
  nChanged 6
		SP:Iteration 26Q (30305.530000 sec): 3 clusters
  Score: Raw -271628.956853 + Penalty 3647.446276 = -267981.510578
  nChanged 3
		SP:Iteration 27Q (30305.700000 sec): 3 clusters
  Score: Raw -271631.961549 + Penalty 3647.446276 = -267984.515273
  nChanged 3
		SP:Iteration 28Q (30305.880000 sec): 3 clusters
  Score: Raw -271633.514703 + Penalty 3647.446276 = -267986.068428
  nChanged 2
		SP:Iteration 29Q (30306.050000 sec): 3 clusters
  Score: Raw -271635.109662 + Penalty 3647.446276 = -267987.663386
  nChanged 3
		SP:Iteration 30Q (30306.230000 sec): 3 clusters
  Score: Raw -271636.602422 + Penalty 3647.446276 = -267989.156146
  nChanged 1
		SP:Iteration 31Q (30306.400000 sec): 3 clusters
  Score: Raw -271637.209351 + Penalty 3647.446276 = -267989.763075
  nChanged 2
		SP:Iteration 32Q (30306.580000 sec): 3 clusters
  Score: Raw -271638.251073 + Penalty 3647.446276 = -267990.804797
  nChanged 2
		SP:Iteration 33Q (30306.610000 sec): 3 clusters
  Score: Raw -271643.685337 + Penalty 3647.446276 = -267996.239061
  nChanged 4
		SP:Iteration 34Q (30306.660000 sec): 3 clusters
  Score: Raw -271646.105508 + Penalty 3647.446276 = -267998.659232
  nChanged 5
		SP:Iteration 35Q (30306.700000 sec): 3 clusters
  Score: Raw -271648.507696 + Penalty 3647.446276 = -268001.061420
  nChanged 1
		SP:Iteration 36Q (30306.740000 sec): 3 clusters
  Score: Raw -271648.750799 + Penalty 3647.446276 = -268001.304523
  nChanged 0
		SP:Iteration 37F (30306.780000 sec): 3 clusters
  Score: Raw -271648.750799 + Penalty 3647.446276 = -268001.304523
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30306.820000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30306.830000 sec): 3 clusters
  Score: Raw -59990.235816 + Penalty 2975.472535 = -57014.763282
  nChanged 63
		SP:Iteration 1F (30306.850000 sec): 3 clusters
  Score: Raw -60155.567088 + Penalty 2975.472535 = -57180.094554
  nChanged 14
		SP:Iteration 2Q (30306.860000 sec): 3 clusters
  Score: Raw -60193.886582 + Penalty 2975.472535 = -57218.414047
  nChanged 6
		SP:Iteration 3Q (30306.880000 sec): 3 clusters
  Score: Raw -60210.368375 + Penalty 2975.472535 = -57234.895840
  nChanged 4
		SP:Iteration 4Q (30306.890000 sec): 3 clusters
  Score: Raw -60217.829144 + Penalty 2975.472535 = -57242.356609
  nChanged 1
		SP:Iteration 5Q (30306.910000 sec): 3 clusters
  Score: Raw -60218.910818 + Penalty 2975.472535 = -57243.438283
  nChanged 0
		SP:Iteration 6F (30306.920000 sec): 3 clusters
  Score: Raw -60218.910818 + Penalty 2975.472535 = -57243.438283
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30306.980000 sec): 2 clusters
  Score: Raw -185803.202962 + Penalty 1742.333502 = -184060.869460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30307.010000 sec): 3 clusters
  Score: Raw -185530.214921 + Penalty 3484.667004 = -182045.547917
  nChanged 326
		SP:Iteration 1F (30307.040000 sec): 3 clusters
  Score: Raw -185906.348603 + Penalty 3484.667004 = -182421.681599
  nChanged 89
		SP:Iteration 2F (30307.080000 sec): 3 clusters
  Score: Raw -186073.699102 + Penalty 3484.667004 = -182589.032098
  nChanged 56
		SP:Iteration 3Q (30307.110000 sec): 3 clusters
  Score: Raw -186244.149346 + Penalty 3484.667004 = -182759.482342
  nChanged 49
		SP:Iteration 4Q (30307.140000 sec): 3 clusters
  Score: Raw -186361.114353 + Penalty 3484.667004 = -182876.447349
  nChanged 43
		SP:Iteration 5Q (30307.170000 sec): 3 clusters
  Score: Raw -186441.064441 + Penalty 3484.667004 = -182956.397437
  nChanged 43
		SP:Iteration 6Q (30307.210000 sec): 3 clusters
  Score: Raw -186512.880785 + Penalty 3484.667004 = -183028.213781
  nChanged 34
		SP:Iteration 7Q (30307.240000 sec): 3 clusters
  Score: Raw -186566.403633 + Penalty 3484.667004 = -183081.736629
  nChanged 19
		SP:Iteration 8Q (30307.270000 sec): 3 clusters
  Score: Raw -186597.441146 + Penalty 3484.667004 = -183112.774142
  nChanged 14
		SP:Iteration 9Q (30307.300000 sec): 3 clusters
  Score: Raw -186621.477091 + Penalty 3484.667004 = -183136.810087
  nChanged 20
		SP:Iteration 10Q (30307.340000 sec): 3 clusters
  Score: Raw -186661.880948 + Penalty 3484.667004 = -183177.213944
  nChanged 14
		SP:Iteration 11Q (30307.370000 sec): 3 clusters
  Score: Raw -186695.719287 + Penalty 3484.667004 = -183211.052283
  nChanged 21
		SP:Iteration 12Q (30307.400000 sec): 3 clusters
  Score: Raw -186733.928973 + Penalty 3484.667004 = -183249.261969
  nChanged 12
		SP:Iteration 13Q (30307.440000 sec): 3 clusters
  Score: Raw -186760.651571 + Penalty 3484.667004 = -183275.984567
  nChanged 13
		SP:Iteration 14Q (30307.470000 sec): 3 clusters
  Score: Raw -186776.746573 + Penalty 3484.667004 = -183292.079569
  nChanged 5
		SP:Iteration 15Q (30307.500000 sec): 3 clusters
  Score: Raw -186789.286243 + Penalty 3484.667004 = -183304.619239
  nChanged 8
		SP:Iteration 16Q (30307.530000 sec): 3 clusters
  Score: Raw -186808.551825 + Penalty 3484.667004 = -183323.884821
  nChanged 9
		SP:Iteration 17Q (30307.560000 sec): 3 clusters
  Score: Raw -186830.634423 + Penalty 3484.667004 = -183345.967419
  nChanged 3
		SP:Iteration 18Q (30307.600000 sec): 3 clusters
  Score: Raw -186841.992857 + Penalty 3484.667004 = -183357.325853
  nChanged 4
		SP:Iteration 19Q (30307.630000 sec): 3 clusters
  Score: Raw -186849.056571 + Penalty 3484.667004 = -183364.389567
  nChanged 3
		SP:Iteration 20F (30307.660000 sec): 3 clusters
  Score: Raw -186853.278177 + Penalty 3484.667004 = -183368.611173
  nChanged 5
		SP:Iteration 21Q (30307.700000 sec): 3 clusters
  Score: Raw -186860.086259 + Penalty 3484.667004 = -183375.419255
  nChanged 1
		SP:Iteration 22Q (30307.730000 sec): 3 clusters
  Score: Raw -186863.172017 + Penalty 3484.667004 = -183378.505013
  nChanged 0
		SP:Iteration 23F (30307.760000 sec): 3 clusters
  Score: Raw -186863.172017 + Penalty 3484.667004 = -183378.505013
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30308.420000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30309.330000 sec): 3 clusters
  Score: Raw -19043799.242519 + Penalty 5708.955617 = -19038090.286902
  nChanged 47051
		SP:Iteration 1F (30310.360000 sec): 3 clusters
  Score: Raw -19070544.379757 + Penalty 5708.955617 = -19064835.424139
  nChanged 3288
		SP:Iteration 2Q (30311.460000 sec): 3 clusters
  Score: Raw -19071405.461244 + Penalty 5708.955617 = -19065696.505627
  nChanged 3354
		SP:Iteration 3Q (30312.560000 sec): 3 clusters
  Score: Raw -19072510.172348 + Penalty 5708.955617 = -19066801.216730
  nChanged 3802
		SP:Iteration 4Q (30313.660000 sec): 3 clusters
  Score: Raw -19074222.430252 + Penalty 5708.955617 = -19068513.474634
  nChanged 4550
		SP:Iteration 5Q (30314.690000 sec): 3 clusters
  Score: Raw -19076926.563510 + Penalty 5708.955617 = -19071217.607893
  nChanged 5498
		SP:Iteration 6F (30315.700000 sec): 3 clusters
  Score: Raw -19080799.939090 + Penalty 5708.955617 = -19075090.983473
  nChanged 6092
		SP:Iteration 7F (30316.670000 sec): 3 clusters
  Score: Raw -19085560.003957 + Penalty 5708.955617 = -19079851.048340
  nChanged 6165
		SP:Iteration 8F (30317.690000 sec): 3 clusters
  Score: Raw -19090607.028587 + Penalty 5708.955617 = -19084898.072969
  nChanged 5761
		SP:Iteration 9F (30318.670000 sec): 3 clusters
  Score: Raw -19095395.003998 + Penalty 5708.955617 = -19089686.048380
  nChanged 5114
		SP:Iteration 10F (30319.680000 sec): 3 clusters
  Score: Raw -19099423.261315 + Penalty 5708.955617 = -19093714.305698
  nChanged 4132
		SP:Iteration 11Q (30320.660000 sec): 3 clusters
  Score: Raw -19102477.715012 + Penalty 5708.955617 = -19096768.759395
  nChanged 3261
		SP:Iteration 12Q (30321.650000 sec): 3 clusters
  Score: Raw -19104658.747703 + Penalty 5708.955617 = -19098949.792086
  nChanged 2418
		SP:Iteration 13Q (30322.610000 sec): 3 clusters
  Score: Raw -19106055.052042 + Penalty 5708.955617 = -19100346.096425
  nChanged 1749
		SP:Iteration 14Q (30323.560000 sec): 3 clusters
  Score: Raw -19106942.838107 + Penalty 5708.955617 = -19101233.882489
  nChanged 1231
		SP:Iteration 15Q (30324.440000 sec): 3 clusters
  Score: Raw -19107502.687668 + Penalty 5708.955617 = -19101793.732051
  nChanged 904
		SP:Iteration 16Q (30325.410000 sec): 3 clusters
  Score: Raw -19107857.320807 + Penalty 5708.955617 = -19102148.365189
  nChanged 633
		SP:Iteration 17Q (30326.360000 sec): 3 clusters
  Score: Raw -19108081.227910 + Penalty 5708.955617 = -19102372.272292
  nChanged 466
		SP:Iteration 18Q (30327.290000 sec): 3 clusters
  Score: Raw -19108238.124288 + Penalty 5708.955617 = -19102529.168671
  nChanged 371
		SP:Iteration 19Q (30328.240000 sec): 3 clusters
  Score: Raw -19108353.532311 + Penalty 5708.955617 = -19102644.576693
  nChanged 291
		SP:Iteration 20F (30329.230000 sec): 3 clusters
  Score: Raw -19108437.912975 + Penalty 5708.955617 = -19102728.957357
  nChanged 206
		SP:Iteration 21Q (30330.170000 sec): 3 clusters
  Score: Raw -19108496.270947 + Penalty 5708.955617 = -19102787.315329
  nChanged 179
		SP:Iteration 22Q (30331.110000 sec): 3 clusters
  Score: Raw -19108542.497453 + Penalty 5708.955617 = -19102833.541836
  nChanged 151
		SP:Iteration 23Q (30332.020000 sec): 3 clusters
  Score: Raw -19108578.952049 + Penalty 5708.955617 = -19102869.996431
  nChanged 119
		SP:Iteration 24Q (30332.920000 sec): 3 clusters
  Score: Raw -19108612.100429 + Penalty 5708.955617 = -19102903.144811
  nChanged 96
		SP:Iteration 25Q (30333.790000 sec): 3 clusters
  Score: Raw -19108634.686583 + Penalty 5708.955617 = -19102925.730965
  nChanged 72
		SP:Iteration 26Q (30334.590000 sec): 3 clusters
  Score: Raw -19108650.422813 + Penalty 5708.955617 = -19102941.467196
  nChanged 67
		SP:Iteration 27Q (30335.500000 sec): 3 clusters
  Score: Raw -19108664.580597 + Penalty 5708.955617 = -19102955.624980
  nChanged 58
		SP:Iteration 28Q (30336.400000 sec): 3 clusters
  Score: Raw -19108675.803289 + Penalty 5708.955617 = -19102966.847672
  nChanged 48
		SP:Iteration 29Q (30337.300000 sec): 3 clusters
  Score: Raw -19108684.714318 + Penalty 5708.955617 = -19102975.758701
  nChanged 33
		SP:Iteration 30Q (30338.200000 sec): 3 clusters
  Score: Raw -19108691.342266 + Penalty 5708.955617 = -19102982.386648
  nChanged 33
		SP:Iteration 31Q (30339.100000 sec): 3 clusters
  Score: Raw -19108698.126413 + Penalty 5708.955617 = -19102989.170795
  nChanged 35
		SP:Iteration 32Q (30340.010000 sec): 3 clusters
  Score: Raw -19108705.045435 + Penalty 5708.955617 = -19102996.089818
  nChanged 41
		SP:Iteration 33Q (30340.890000 sec): 3 clusters
  Score: Raw -19108714.926185 + Penalty 5708.955617 = -19103005.970567
  nChanged 37
		SP:Iteration 34Q (30341.780000 sec): 3 clusters
  Score: Raw -19108723.291801 + Penalty 5708.955617 = -19103014.336184
  nChanged 34
		SP:Iteration 35Q (30342.640000 sec): 3 clusters
  Score: Raw -19108730.406549 + Penalty 5708.955617 = -19103021.450932
  nChanged 36
		SP:Iteration 36Q (30343.510000 sec): 3 clusters
  Score: Raw -19108737.909217 + Penalty 5708.955617 = -19103028.953599
  nChanged 39
		SP:Iteration 37Q (30344.390000 sec): 3 clusters
  Score: Raw -19108746.343025 + Penalty 5708.955617 = -19103037.387408
  nChanged 28
		SP:Iteration 38Q (30345.290000 sec): 3 clusters
  Score: Raw -19108752.202507 + Penalty 5708.955617 = -19103043.246890
  nChanged 20
		SP:Iteration 39Q (30346.190000 sec): 3 clusters
  Score: Raw -19108756.637014 + Penalty 5708.955617 = -19103047.681397
  nChanged 21
		SP:Iteration 40F (30347.180000 sec): 3 clusters
  Score: Raw -19108760.826612 + Penalty 5708.955617 = -19103051.870994
  nChanged 18
		SP:Iteration 41Q (30348.090000 sec): 3 clusters
  Score: Raw -19108764.182406 + Penalty 5708.955617 = -19103055.226789
  nChanged 20
		SP:Iteration 42Q (30348.990000 sec): 3 clusters
  Score: Raw -19108767.963160 + Penalty 5708.955617 = -19103059.007543
  nChanged 16
		SP:Iteration 43Q (30349.900000 sec): 3 clusters
  Score: Raw -19108770.450062 + Penalty 5708.955617 = -19103061.494445
  nChanged 11
		SP:Iteration 44Q (30350.770000 sec): 3 clusters
  Score: Raw -19108772.591558 + Penalty 5708.955617 = -19103063.635941
  nChanged 20
		SP:Iteration 45Q (30351.650000 sec): 3 clusters
  Score: Raw -19108776.208380 + Penalty 5708.955617 = -19103067.252762
  nChanged 10
		SP:Iteration 46Q (30352.550000 sec): 3 clusters
  Score: Raw -19108778.321076 + Penalty 5708.955617 = -19103069.365458
  nChanged 13
		SP:Iteration 47Q (30353.460000 sec): 3 clusters
  Score: Raw -19108780.685609 + Penalty 5708.955617 = -19103071.729991
  nChanged 10
		SP:Iteration 48Q (30354.290000 sec): 3 clusters
  Score: Raw -19108782.719342 + Penalty 5708.955617 = -19103073.763724
  nChanged 10
		SP:Iteration 49Q (30355.190000 sec): 3 clusters
  Score: Raw -19108784.570594 + Penalty 5708.955617 = -19103075.614977
  nChanged 9
		SP:Iteration 50Q (30356.090000 sec): 3 clusters
  Score: Raw -19108786.196755 + Penalty 5708.955617 = -19103077.241138
  nChanged 9
		SP:Iteration 51Q (30356.990000 sec): 3 clusters
  Score: Raw -19108787.902979 + Penalty 5708.955617 = -19103078.947362
  nChanged 6
		SP:Iteration 52Q (30357.900000 sec): 3 clusters
  Score: Raw -19108788.973709 + Penalty 5708.955617 = -19103080.018092
  nChanged 4
		SP:Iteration 53Q (30358.810000 sec): 3 clusters
  Score: Raw -19108789.748514 + Penalty 5708.955617 = -19103080.792896
  nChanged 8
		SP:Iteration 54Q (30359.650000 sec): 3 clusters
  Score: Raw -19108791.160708 + Penalty 5708.955617 = -19103082.205090
  nChanged 4
		SP:Iteration 55Q (30360.480000 sec): 3 clusters
  Score: Raw -19108791.747895 + Penalty 5708.955617 = -19103082.792278
  nChanged 1
		SP:Iteration 56Q (30361.380000 sec): 3 clusters
  Score: Raw -19108791.876279 + Penalty 5708.955617 = -19103082.920662
  nChanged 1
		SP:Iteration 57Q (30362.250000 sec): 3 clusters
  Score: Raw -19108792.033606 + Penalty 5708.955617 = -19103083.077989
  nChanged 0
		SP:Iteration 58F (30363.240000 sec): 3 clusters
  Score: Raw -19108792.033606 + Penalty 5708.955617 = -19103083.077989
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30363.350000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30363.520000 sec): 3 clusters
  Score: Raw -50657.216884 + Penalty 2829.076107 = -47828.140777
  nChanged 25
		SP:Iteration 1F (30363.700000 sec): 3 clusters
  Score: Raw -50742.690654 + Penalty 2829.076107 = -47913.614547
  nChanged 10
		SP:Iteration 2Q (30363.880000 sec): 3 clusters
  Score: Raw -50780.747091 + Penalty 2829.076107 = -47951.670984
  nChanged 5
		SP:Iteration 3Q (30364.050000 sec): 3 clusters
  Score: Raw -50817.723578 + Penalty 2829.076107 = -47988.647471
  nChanged 4
		SP:Iteration 4Q (30364.230000 sec): 3 clusters
  Score: Raw -50838.934633 + Penalty 2829.076107 = -48009.858526
  nChanged 0
		SP:Iteration 5F (30364.400000 sec): 3 clusters
  Score: Raw -50838.934633 + Penalty 2829.076107 = -48009.858526
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30364.480000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30364.660000 sec): 3 clusters
  Score: Raw -27407.103686 + Penalty 2570.164641 = -24836.939045
  nChanged 12
		SP:Iteration 1F (30364.830000 sec): 3 clusters
  Score: Raw -27468.752455 + Penalty 2570.164641 = -24898.587814
  nChanged 3
		SP:Iteration 2Q (30365.010000 sec): 3 clusters
  Score: Raw -27488.464952 + Penalty 2570.164641 = -24918.300311
  nChanged 0
		SP:Iteration 3F (30365.180000 sec): 3 clusters
  Score: Raw -27488.464952 + Penalty 2570.164641 = -24918.300311
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30365.260000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30365.440000 sec): 3 clusters
  Score: Raw -48011.763736 + Penalty 2810.547637 = -45201.216099
  nChanged 24
		SP:Iteration 1F (30365.610000 sec): 3 clusters
  Score: Raw -48087.235297 + Penalty 2810.547637 = -45276.687659
  nChanged 6
		SP:Iteration 2Q (30365.790000 sec): 3 clusters
  Score: Raw -48106.652402 + Penalty 2810.547637 = -45296.104764
  nChanged 2
		SP:Iteration 3Q (30365.960000 sec): 3 clusters
  Score: Raw -48114.984028 + Penalty 2810.547637 = -45304.436391
  nChanged 1
		SP:Iteration 4Q (30366.140000 sec): 3 clusters
  Score: Raw -48119.296989 + Penalty 2810.547637 = -45308.749352
  nChanged 3
		SP:Iteration 5Q (30366.320000 sec): 3 clusters
  Score: Raw -48129.859611 + Penalty 2810.547637 = -45319.311974
  nChanged 1
		SP:Iteration 6Q (30366.490000 sec): 3 clusters
  Score: Raw -48134.101525 + Penalty 2810.547637 = -45323.553888
  nChanged 0
		SP:Iteration 7F (30366.660000 sec): 3 clusters
  Score: Raw -48134.101525 + Penalty 2810.547637 = -45323.553888
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30366.720000 sec): 2 clusters
  Score: Raw -151422.756726 + Penalty 1691.634653 = -149731.122073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30366.900000 sec): 3 clusters
  Score: Raw -151299.769075 + Penalty 3383.269306 = -147916.499769
  nChanged 241
		SP:Iteration 1F (30367.080000 sec): 3 clusters
  Score: Raw -151575.210183 + Penalty 3383.269306 = -148191.940877
  nChanged 65
		SP:Iteration 2F (30367.250000 sec): 3 clusters
  Score: Raw -151682.680856 + Penalty 3383.269306 = -148299.411550
  nChanged 34
		SP:Iteration 3Q (30367.430000 sec): 3 clusters
  Score: Raw -151737.641941 + Penalty 3383.269306 = -148354.372635
  nChanged 22
		SP:Iteration 4Q (30367.600000 sec): 3 clusters
  Score: Raw -151783.356740 + Penalty 3383.269306 = -148400.087434
  nChanged 14
		SP:Iteration 5Q (30367.660000 sec): 3 clusters
  Score: Raw -151824.573599 + Penalty 3383.269306 = -148441.304293
  nChanged 22
		SP:Iteration 6Q (30367.680000 sec): 3 clusters
  Score: Raw -151861.945348 + Penalty 3383.269306 = -148478.676042
  nChanged 11
		SP:Iteration 7Q (30367.710000 sec): 3 clusters
  Score: Raw -151881.595153 + Penalty 3383.269306 = -148498.325847
  nChanged 8
		SP:Iteration 8Q (30367.740000 sec): 3 clusters
  Score: Raw -151887.377582 + Penalty 3383.269306 = -148504.108276
  nChanged 2
		SP:Iteration 9Q (30367.770000 sec): 3 clusters
  Score: Raw -151887.790420 + Penalty 3383.269306 = -148504.521114
  nChanged 1
		SP:Iteration 10Q (30367.800000 sec): 3 clusters
  Score: Raw -151888.012391 + Penalty 3383.269306 = -148504.743085
  nChanged 1
		SP:Iteration 11Q (30367.840000 sec): 3 clusters
  Score: Raw -151888.132864 + Penalty 3383.269306 = -148504.863558
  nChanged 2
		SP:Iteration 12Q (30367.870000 sec): 3 clusters
  Score: Raw -151888.460316 + Penalty 3383.269306 = -148505.191010
  nChanged 3
		SP:Iteration 13Q (30367.900000 sec): 3 clusters
  Score: Raw -151889.260845 + Penalty 3383.269306 = -148505.991539
  nChanged 0
		SP:Iteration 14F (30367.930000 sec): 3 clusters
  Score: Raw -151889.260845 + Penalty 3383.269306 = -148505.991539
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30367.960000 sec): 2 clusters
  Score: Raw -44731.508675 + Penalty 1463.174544 = -43268.334132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30367.970000 sec): 3 clusters
  Score: Raw -44882.277073 + Penalty 2926.349087 = -41955.927985
  nChanged 66
		SP:Iteration 1F (30367.990000 sec): 3 clusters
  Score: Raw -45047.183459 + Penalty 2926.349087 = -42120.834372
  nChanged 22
		SP:Iteration 2F (30368.000000 sec): 3 clusters
  Score: Raw -45123.157283 + Penalty 2926.349087 = -42196.808196
  nChanged 17
		SP:Iteration 3Q (30368.020000 sec): 3 clusters
  Score: Raw -45169.629119 + Penalty 2926.349087 = -42243.280031
  nChanged 14
		SP:Iteration 4Q (30368.040000 sec): 3 clusters
  Score: Raw -45202.259349 + Penalty 2926.349087 = -42275.910262
  nChanged 10
		SP:Iteration 5Q (30368.050000 sec): 3 clusters
  Score: Raw -45288.405715 + Penalty 2926.349087 = -42362.056627
  nChanged 7
		SP:Iteration 6Q (30368.060000 sec): 3 clusters
  Score: Raw -45308.759575 + Penalty 2926.349087 = -42382.410488
  nChanged 2
		SP:Iteration 7Q (30368.080000 sec): 3 clusters
  Score: Raw -45313.302006 + Penalty 2926.349087 = -42386.952918
  nChanged 4
		SP:Iteration 8Q (30368.100000 sec): 3 clusters
  Score: Raw -45350.102076 + Penalty 2926.349087 = -42423.752989
  nChanged 4
		SP:Iteration 9Q (30368.100000 sec): 3 clusters
  Score: Raw -45360.839384 + Penalty 2926.349087 = -42434.490296
  nChanged 2
		SP:Iteration 10Q (30368.120000 sec): 3 clusters
  Score: Raw -45368.555258 + Penalty 2926.349087 = -42442.206171
  nChanged 3
		SP:Iteration 11Q (30368.140000 sec): 3 clusters
  Score: Raw -45373.933268 + Penalty 2926.349087 = -42447.584180
  nChanged 1
		SP:Iteration 12Q (30368.150000 sec): 3 clusters
  Score: Raw -45375.787060 + Penalty 2926.349087 = -42449.437973
  nChanged 0
		SP:Iteration 13F (30368.160000 sec): 3 clusters
  Score: Raw -45375.787060 + Penalty 2926.349087 = -42449.437973
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30368.340000 sec): 2 clusters
  Score: Raw -2767264.434851 + Penalty 2402.793663 = -2764861.641188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30368.720000 sec): 3 clusters
  Score: Raw -2758094.223011 + Penalty 4805.587326 = -2753288.635684
  nChanged 6921
		SP:Iteration 1F (30369.030000 sec): 3 clusters
  Score: Raw -2761760.346731 + Penalty 4805.587326 = -2756954.759404
  nChanged 995
		SP:Iteration 2F (30369.330000 sec): 3 clusters
  Score: Raw -2762219.767466 + Penalty 4805.587326 = -2757414.180140
  nChanged 845
		SP:Iteration 3F (30369.640000 sec): 3 clusters
  Score: Raw -2762623.463315 + Penalty 4805.587326 = -2757817.875989
  nChanged 813
		SP:Iteration 4F (30369.940000 sec): 3 clusters
  Score: Raw -2763003.514250 + Penalty 4805.587326 = -2758197.926924
  nChanged 760
		SP:Iteration 5Q (30370.240000 sec): 3 clusters
  Score: Raw -2763403.496738 + Penalty 4805.587326 = -2758597.909412
  nChanged 736
		SP:Iteration 6Q (30370.590000 sec): 3 clusters
  Score: Raw -2763785.616267 + Penalty 4805.587326 = -2758980.028941
  nChanged 719
		SP:Iteration 7Q (30370.890000 sec): 3 clusters
  Score: Raw -2764113.317494 + Penalty 4805.587326 = -2759307.730168
  nChanged 638
		SP:Iteration 8Q (30371.240000 sec): 3 clusters
  Score: Raw -2764390.982755 + Penalty 4805.587326 = -2759585.395429
  nChanged 542
		SP:Iteration 9Q (30371.540000 sec): 3 clusters
  Score: Raw -2764627.166954 + Penalty 4805.587326 = -2759821.579628
  nChanged 506
		SP:Iteration 10Q (30371.890000 sec): 3 clusters
  Score: Raw -2764830.059606 + Penalty 4805.587326 = -2760024.472280
  nChanged 417
		SP:Iteration 11Q (30372.200000 sec): 3 clusters
  Score: Raw -2764989.228883 + Penalty 4805.587326 = -2760183.641557
  nChanged 392
		SP:Iteration 12Q (30372.540000 sec): 3 clusters
  Score: Raw -2765151.163607 + Penalty 4805.587326 = -2760345.576280
  nChanged 392
		SP:Iteration 13Q (30372.840000 sec): 3 clusters
  Score: Raw -2765309.559314 + Penalty 4805.587326 = -2760503.971988
  nChanged 358
		SP:Iteration 14Q (30373.150000 sec): 3 clusters
  Score: Raw -2765454.844624 + Penalty 4805.587326 = -2760649.257298
  nChanged 361
		SP:Iteration 15Q (30373.450000 sec): 3 clusters
  Score: Raw -2765594.774895 + Penalty 4805.587326 = -2760789.187569
  nChanged 326
		SP:Iteration 16Q (30373.760000 sec): 3 clusters
  Score: Raw -2765716.905091 + Penalty 4805.587326 = -2760911.317764
  nChanged 286
		SP:Iteration 17Q (30374.060000 sec): 3 clusters
  Score: Raw -2765831.715351 + Penalty 4805.587326 = -2761026.128025
  nChanged 267
		SP:Iteration 18Q (30374.380000 sec): 3 clusters
  Score: Raw -2765928.441332 + Penalty 4805.587326 = -2761122.854005
  nChanged 208
		SP:Iteration 19Q (30374.720000 sec): 3 clusters
  Score: Raw -2765995.629991 + Penalty 4805.587326 = -2761190.042665
  nChanged 193
		SP:Iteration 20F (30375.020000 sec): 3 clusters
  Score: Raw -2766052.452095 + Penalty 4805.587326 = -2761246.864769
  nChanged 162
		SP:Iteration 21Q (30375.310000 sec): 3 clusters
  Score: Raw -2766101.036463 + Penalty 4805.587326 = -2761295.449136
  nChanged 146
		SP:Iteration 22Q (30375.660000 sec): 3 clusters
  Score: Raw -2766144.514575 + Penalty 4805.587326 = -2761338.927249
  nChanged 144
		SP:Iteration 23Q (30375.900000 sec): 3 clusters
  Score: Raw -2766180.299921 + Penalty 4805.587326 = -2761374.712595
  nChanged 126
		SP:Iteration 24Q (30376.180000 sec): 3 clusters
  Score: Raw -2766215.980307 + Penalty 4805.587326 = -2761410.392980
  nChanged 144
		SP:Iteration 25Q (30376.490000 sec): 3 clusters
  Score: Raw -2766252.429427 + Penalty 4805.587326 = -2761446.842101
  nChanged 113
		SP:Iteration 26Q (30376.840000 sec): 3 clusters
  Score: Raw -2766278.570551 + Penalty 4805.587326 = -2761472.983225
  nChanged 84
		SP:Iteration 27Q (30377.140000 sec): 3 clusters
  Score: Raw -2766298.362566 + Penalty 4805.587326 = -2761492.775240
  nChanged 73
		SP:Iteration 28Q (30377.490000 sec): 3 clusters
  Score: Raw -2766314.701573 + Penalty 4805.587326 = -2761509.114247
  nChanged 75
		SP:Iteration 29Q (30377.790000 sec): 3 clusters
  Score: Raw -2766331.081847 + Penalty 4805.587326 = -2761525.494521
  nChanged 73
		SP:Iteration 30Q (30378.140000 sec): 3 clusters
  Score: Raw -2766345.267091 + Penalty 4805.587326 = -2761539.679765
  nChanged 62
		SP:Iteration 31Q (30378.440000 sec): 3 clusters
  Score: Raw -2766357.720648 + Penalty 4805.587326 = -2761552.133322
  nChanged 68
		SP:Iteration 32Q (30378.780000 sec): 3 clusters
  Score: Raw -2766372.433798 + Penalty 4805.587326 = -2761566.846472
  nChanged 75
		SP:Iteration 33Q (30379.080000 sec): 3 clusters
  Score: Raw -2766391.193082 + Penalty 4805.587326 = -2761585.605756
  nChanged 80
		SP:Iteration 34Q (30379.420000 sec): 3 clusters
  Score: Raw -2766410.146218 + Penalty 4805.587326 = -2761604.558892
  nChanged 87
		SP:Iteration 35Q (30379.720000 sec): 3 clusters
  Score: Raw -2766430.450352 + Penalty 4805.587326 = -2761624.863026
  nChanged 81
		SP:Iteration 36Q (30380.070000 sec): 3 clusters
  Score: Raw -2766448.924870 + Penalty 4805.587326 = -2761643.337544
  nChanged 88
		SP:Iteration 37Q (30380.370000 sec): 3 clusters
  Score: Raw -2766471.071602 + Penalty 4805.587326 = -2761665.484276
  nChanged 95
		SP:Iteration 38Q (30380.720000 sec): 3 clusters
  Score: Raw -2766499.282292 + Penalty 4805.587326 = -2761693.694966
  nChanged 95
		SP:Iteration 39Q (30381.020000 sec): 3 clusters
  Score: Raw -2766528.814382 + Penalty 4805.587326 = -2761723.227055
  nChanged 108
		SP:Iteration 40F (30381.320000 sec): 3 clusters
  Score: Raw -2766565.566283 + Penalty 4805.587326 = -2761759.978956
  nChanged 112
		SP:Iteration 41Q (30381.570000 sec): 3 clusters
  Score: Raw -2766605.071107 + Penalty 4805.587326 = -2761799.483781
  nChanged 131
		SP:Iteration 42Q (30381.880000 sec): 3 clusters
  Score: Raw -2766647.788754 + Penalty 4805.587326 = -2761842.201428
  nChanged 129
		SP:Iteration 43Q (30382.190000 sec): 3 clusters
  Score: Raw -2766693.972412 + Penalty 4805.587326 = -2761888.385085
  nChanged 127
		SP:Iteration 44Q (30382.470000 sec): 3 clusters
  Score: Raw -2766741.574993 + Penalty 4805.587326 = -2761935.987667
  nChanged 135
		SP:Iteration 45Q (30382.790000 sec): 3 clusters
  Score: Raw -2766796.636612 + Penalty 4805.587326 = -2761991.049286
  nChanged 149
		SP:Iteration 46Q (30383.070000 sec): 3 clusters
  Score: Raw -2766853.224647 + Penalty 4805.587326 = -2762047.637320
  nChanged 122
		SP:Iteration 47Q (30383.380000 sec): 3 clusters
  Score: Raw -2766899.258996 + Penalty 4805.587326 = -2762093.671670
  nChanged 126
		SP:Iteration 48Q (30383.690000 sec): 3 clusters
  Score: Raw -2766955.132126 + Penalty 4805.587326 = -2762149.544799
  nChanged 125
		SP:Iteration 49Q (30383.950000 sec): 3 clusters
  Score: Raw -2767002.553661 + Penalty 4805.587326 = -2762196.966335
  nChanged 120
		SP:Iteration 50Q (30384.210000 sec): 3 clusters
  Score: Raw -2767049.908757 + Penalty 4805.587326 = -2762244.321431
  nChanged 115
		SP:Iteration 51Q (30384.430000 sec): 3 clusters
  Score: Raw -2767099.469064 + Penalty 4805.587326 = -2762293.881738
  nChanged 120
		SP:Iteration 52Q (30384.650000 sec): 3 clusters
  Score: Raw -2767155.132668 + Penalty 4805.587326 = -2762349.545342
  nChanged 114
		SP:Iteration 53Q (30384.910000 sec): 3 clusters
  Score: Raw -2767212.653827 + Penalty 4805.587326 = -2762407.066501
  nChanged 114
		SP:Iteration 54Q (30385.170000 sec): 3 clusters
  Score: Raw -2767268.648448 + Penalty 4805.587326 = -2762463.061121
  nChanged 117
		SP:Iteration 55Q (30385.440000 sec): 3 clusters
  Score: Raw -2767340.554592 + Penalty 4805.587326 = -2762534.967265
  nChanged 108
		SP:Iteration 56Q (30385.700000 sec): 3 clusters
  Score: Raw -2767406.955990 + Penalty 4805.587326 = -2762601.368664
  nChanged 107
		SP:Iteration 57Q (30385.930000 sec): 3 clusters
  Score: Raw -2767468.070640 + Penalty 4805.587326 = -2762662.483313
  nChanged 100
		SP:Iteration 58Q (30386.130000 sec): 3 clusters
  Score: Raw -2767530.167657 + Penalty 4805.587326 = -2762724.580331
  nChanged 102
		SP:Iteration 59Q (30386.320000 sec): 3 clusters
  Score: Raw -2767595.285581 + Penalty 4805.587326 = -2762789.698255
  nChanged 101
		SP:Iteration 60F (30386.630000 sec): 3 clusters
  Score: Raw -2767656.215737 + Penalty 4805.587326 = -2762850.628411
  nChanged 71
		SP:Iteration 61Q (30386.900000 sec): 3 clusters
  Score: Raw -2767705.782038 + Penalty 4805.587326 = -2762900.194712
  nChanged 70
		SP:Iteration 62Q (30387.160000 sec): 3 clusters
  Score: Raw -2767750.947998 + Penalty 4805.587326 = -2762945.360672
  nChanged 57
		SP:Iteration 63Q (30387.420000 sec): 3 clusters
  Score: Raw -2767787.810736 + Penalty 4805.587326 = -2762982.223410
  nChanged 38
		SP:Iteration 64Q (30387.680000 sec): 3 clusters
  Score: Raw -2767812.401781 + Penalty 4805.587326 = -2763006.814455
  nChanged 40
		SP:Iteration 65Q (30387.950000 sec): 3 clusters
  Score: Raw -2767844.070183 + Penalty 4805.587326 = -2763038.482857
  nChanged 42
		SP:Iteration 66Q (30388.210000 sec): 3 clusters
  Score: Raw -2767877.758936 + Penalty 4805.587326 = -2763072.171610
  nChanged 42
		SP:Iteration 67Q (30388.470000 sec): 3 clusters
  Score: Raw -2767906.885528 + Penalty 4805.587326 = -2763101.298202
  nChanged 29
		SP:Iteration 68Q (30388.730000 sec): 3 clusters
  Score: Raw -2767930.246223 + Penalty 4805.587326 = -2763124.658897
  nChanged 29
		SP:Iteration 69Q (30388.990000 sec): 3 clusters
  Score: Raw -2767951.731561 + Penalty 4805.587326 = -2763146.144235
  nChanged 23
		SP:Iteration 70Q (30389.250000 sec): 3 clusters
  Score: Raw -2767971.964745 + Penalty 4805.587326 = -2763166.377418
  nChanged 20
		SP:Iteration 71Q (30389.520000 sec): 3 clusters
  Score: Raw -2767991.108823 + Penalty 4805.587326 = -2763185.521496
  nChanged 24
		SP:Iteration 72Q (30389.780000 sec): 3 clusters
  Score: Raw -2768010.117611 + Penalty 4805.587326 = -2763204.530284
  nChanged 19
		SP:Iteration 73Q (30390.040000 sec): 3 clusters
  Score: Raw -2768029.058757 + Penalty 4805.587326 = -2763223.471430
  nChanged 17
		SP:Iteration 74Q (30390.300000 sec): 3 clusters
  Score: Raw -2768040.506316 + Penalty 4805.587326 = -2763234.918989
  nChanged 10
		SP:Iteration 75Q (30390.570000 sec): 3 clusters
  Score: Raw -2768050.982315 + Penalty 4805.587326 = -2763245.394988
  nChanged 7
		SP:Iteration 76Q (30390.830000 sec): 3 clusters
  Score: Raw -2768058.122701 + Penalty 4805.587326 = -2763252.535374
  nChanged 11
		SP:Iteration 77Q (30391.090000 sec): 3 clusters
  Score: Raw -2768067.381803 + Penalty 4805.587326 = -2763261.794477
  nChanged 10
		SP:Iteration 78Q (30391.360000 sec): 3 clusters
  Score: Raw -2768079.196882 + Penalty 4805.587326 = -2763273.609556
  nChanged 10
		SP:Iteration 79Q (30391.620000 sec): 3 clusters
  Score: Raw -2768088.288705 + Penalty 4805.587326 = -2763282.701379
  nChanged 7
		SP:Iteration 80F (30391.930000 sec): 3 clusters
  Score: Raw -2768094.611450 + Penalty 4805.587326 = -2763289.024124
  nChanged 8
		SP:Iteration 81Q (30392.190000 sec): 3 clusters
  Score: Raw -2768103.829633 + Penalty 4805.587326 = -2763298.242306
  nChanged 6
		SP:Iteration 82Q (30392.450000 sec): 3 clusters
  Score: Raw -2768108.519941 + Penalty 4805.587326 = -2763302.932614
  nChanged 3
		SP:Iteration 83Q (30392.710000 sec): 3 clusters
  Score: Raw -2768109.947537 + Penalty 4805.587326 = -2763304.360211
  nChanged 1
		SP:Iteration 84Q (30392.970000 sec): 3 clusters
  Score: Raw -2768110.448313 + Penalty 4805.587326 = -2763304.860986
  nChanged 2
		SP:Iteration 85Q (30393.240000 sec): 3 clusters
  Score: Raw -2768111.970414 + Penalty 4805.587326 = -2763306.383088
  nChanged 0
		SP:Iteration 86F (30393.540000 sec): 3 clusters
  Score: Raw -2768111.970414 + Penalty 4805.587326 = -2763306.383088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30393.620000 sec): 2 clusters
  Score: Raw -18804.940986 + Penalty 1345.387604 = -17459.553382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30393.790000 sec): 3 clusters
  Score: Raw -19086.922201 + Penalty 2690.775209 = -16396.146992
  nChanged 36
		SP:Iteration 1F (30393.970000 sec): 3 clusters
  Score: Raw -19337.187772 + Penalty 2690.775209 = -16646.412563
  nChanged 10
		SP:Iteration 2Q (30394.150000 sec): 3 clusters
  Score: Raw -19395.627186 + Penalty 2690.775209 = -16704.851978
  nChanged 7
		SP:Iteration 3Q (30394.320000 sec): 3 clusters
  Score: Raw -19440.276750 + Penalty 2690.775209 = -16749.501542
  nChanged 1
		SP:Iteration 4Q (30394.500000 sec): 3 clusters
  Score: Raw -19441.561015 + Penalty 2690.775209 = -16750.785806
  nChanged 0
		SP:Iteration 5F (30394.670000 sec): 3 clusters
  Score: Raw -19441.561015 + Penalty 2690.775209 = -16750.785806
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30394.760000 sec): 2 clusters
  Score: Raw -27420.386622 + Penalty 1327.260817 = -26093.125805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30394.940000 sec): 3 clusters
  Score: Raw -27789.934710 + Penalty 2654.521634 = -25135.413076
  nChanged 28
		SP:Iteration 1F (30395.110000 sec): 3 clusters
  Score: Raw -27955.726411 + Penalty 2654.521634 = -25301.204777
  nChanged 7
		SP:Iteration 2Q (30395.290000 sec): 3 clusters
  Score: Raw -28013.086536 + Penalty 2654.521634 = -25358.564902
  nChanged 8
		SP:Iteration 3Q (30395.470000 sec): 3 clusters
  Score: Raw -28066.946455 + Penalty 2654.521634 = -25412.424820
  nChanged 8
		SP:Iteration 4Q (30395.640000 sec): 3 clusters
  Score: Raw -28142.741680 + Penalty 2654.521634 = -25488.220046
  nChanged 8
		SP:Iteration 5Q (30395.820000 sec): 3 clusters
  Score: Raw -28228.956719 + Penalty 2654.521634 = -25574.435085
  nChanged 3
		SP:Iteration 6Q (30395.990000 sec): 3 clusters
  Score: Raw -28289.191298 + Penalty 2654.521634 = -25634.669664
  nChanged 3
		SP:Iteration 7Q (30396.170000 sec): 3 clusters
  Score: Raw -28340.641177 + Penalty 2654.521634 = -25686.119543
  nChanged 2
		SP:Iteration 8Q (30396.350000 sec): 3 clusters
  Score: Raw -28453.754893 + Penalty 2654.521634 = -25799.233259
  nChanged 4
		SP:Iteration 9Q (30396.520000 sec): 3 clusters
  Score: Raw -28557.358865 + Penalty 2654.521634 = -25902.837231
  nChanged 3
		SP:Iteration 10Q (30396.700000 sec): 3 clusters
  Score: Raw -28608.104613 + Penalty 2654.521634 = -25953.582979
  nChanged 1
		SP:Iteration 11Q (30396.870000 sec): 3 clusters
  Score: Raw -28682.477073 + Penalty 2654.521634 = -26027.955439
  nChanged 0
		SP:Iteration 12F (30397.050000 sec): 3 clusters
  Score: Raw -28685.400603 + Penalty 2654.521634 = -26030.878969
  nChanged 1
		SP:Iteration 13Q (30397.230000 sec): 3 clusters
  Score: Raw -28753.263327 + Penalty 2654.521634 = -26098.741693
  nChanged 1
		SP:Iteration 14Q (30397.400000 sec): 3 clusters
  Score: Raw -28759.655926 + Penalty 2654.521634 = -26105.134292
  nChanged 1
		SP:Iteration 15Q (30397.580000 sec): 3 clusters
  Score: Raw -28764.099404 + Penalty 2654.521634 = -26109.577769
  nChanged 0
		SP:Iteration 16F (30397.750000 sec): 3 clusters
  Score: Raw -28764.099404 + Penalty 2654.521634 = -26109.577769
  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 3.86 GB.

 Trying to split cluster 36 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30397.840000 sec): 2 clusters
  Score: Raw -17538.129091 + Penalty 1237.627282 = -16300.501810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30398.020000 sec): 3 clusters
  Score: Raw -17881.949752 + Penalty 2475.254563 = -15406.695189
  nChanged 14
		SP:Iteration 1F (30398.190000 sec): 3 clusters
  Score: Raw -17983.956775 + Penalty 2475.254563 = -15508.702212
  nChanged 7
		SP:Iteration 2Q (30398.370000 sec): 3 clusters
  Score: Raw -18095.260384 + Penalty 2475.254563 = -15620.005821
  nChanged 7
		SP:Iteration 3Q (30398.540000 sec): 3 clusters
  Score: Raw -18146.566663 + Penalty 2475.254563 = -15671.312100
  nChanged 4
		SP:Iteration 4Q (30398.720000 sec): 3 clusters
  Score: Raw -18171.224509 + Penalty 2475.254563 = -15695.969946
  nChanged 2
		SP:Iteration 5Q (30398.890000 sec): 3 clusters
  Score: Raw -18180.811096 + Penalty 2475.254563 = -15705.556533
  nChanged 1
		SP:Iteration 6Q (30399.070000 sec): 3 clusters
  Score: Raw -18185.136177 + Penalty 2475.254563 = -15709.881614
  nChanged 0
		SP:Iteration 7F (30399.250000 sec): 3 clusters
  Score: Raw -18185.136177 + Penalty 2475.254563 = -15709.881614
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30399.330000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30399.500000 sec): 3 clusters
  Score: Raw -71999.044914 + Penalty 2992.410766 = -69006.634148
  nChanged 57
		SP:Iteration 1F (30399.680000 sec): 3 clusters
  Score: Raw -72137.061177 + Penalty 2992.410766 = -69144.650411
  nChanged 10
		SP:Iteration 2Q (30399.850000 sec): 3 clusters
  Score: Raw -72163.190193 + Penalty 2992.410766 = -69170.779427
  nChanged 4
		SP:Iteration 3Q (30400.030000 sec): 3 clusters
  Score: Raw -72170.672977 + Penalty 2992.410766 = -69178.262211
  nChanged 0
		SP:Iteration 4F (30400.210000 sec): 3 clusters
  Score: Raw -72170.672977 + Penalty 2992.410766 = -69178.262211
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30400.430000 sec): 2 clusters
  Score: Raw -3706655.542874 + Penalty 2469.965181 = -3704185.577694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30400.780000 sec): 3 clusters
  Score: Raw -3694400.971849 + Penalty 4939.930361 = -3689461.041488
  nChanged 9291
		SP:Iteration 1F (30401.110000 sec): 3 clusters
  Score: Raw -3699397.346923 + Penalty 4939.930361 = -3694457.416562
  nChanged 1152
		SP:Iteration 2F (30401.450000 sec): 3 clusters
  Score: Raw -3699827.781190 + Penalty 4939.930361 = -3694887.850829
  nChanged 963
		SP:Iteration 3Q (30401.770000 sec): 3 clusters
  Score: Raw -3700200.208398 + Penalty 4939.930361 = -3695260.278037
  nChanged 877
		SP:Iteration 4Q (30402.190000 sec): 3 clusters
  Score: Raw -3700582.939248 + Penalty 4939.930361 = -3695643.008887
  nChanged 916
		SP:Iteration 5Q (30402.480000 sec): 3 clusters
  Score: Raw -3701007.439967 + Penalty 4939.930361 = -3696067.509606
  nChanged 1005
		SP:Iteration 6Q (30402.800000 sec): 3 clusters
  Score: Raw -3701544.562466 + Penalty 4939.930361 = -3696604.632105
  nChanged 1094
		SP:Iteration 7F (30403.180000 sec): 3 clusters
  Score: Raw -3702185.595267 + Penalty 4939.930361 = -3697245.664906
  nChanged 1164
		SP:Iteration 8F (30403.530000 sec): 3 clusters
  Score: Raw -3702966.358388 + Penalty 4939.930361 = -3698026.428027
  nChanged 1199
		SP:Iteration 9F (30403.870000 sec): 3 clusters
  Score: Raw -3703862.001015 + Penalty 4939.930361 = -3698922.070654
  nChanged 1119
		SP:Iteration 10F (30404.210000 sec): 3 clusters
  Score: Raw -3704744.281332 + Penalty 4939.930361 = -3699804.350971
  nChanged 921
		SP:Iteration 11Q (30404.560000 sec): 3 clusters
  Score: Raw -3705461.550559 + Penalty 4939.930361 = -3700521.620197
  nChanged 653
		SP:Iteration 12Q (30404.910000 sec): 3 clusters
  Score: Raw -3705934.711076 + Penalty 4939.930361 = -3700994.780714
  nChanged 437
		SP:Iteration 13Q (30405.210000 sec): 3 clusters
  Score: Raw -3706281.365954 + Penalty 4939.930361 = -3701341.435593
  nChanged 288
		SP:Iteration 14Q (30405.560000 sec): 3 clusters
  Score: Raw -3706524.046080 + Penalty 4939.930361 = -3701584.115719
  nChanged 180
		SP:Iteration 15Q (30405.940000 sec): 3 clusters
  Score: Raw -3706659.976715 + Penalty 4939.930361 = -3701720.046354
  nChanged 116
		SP:Iteration 16Q (30406.290000 sec): 3 clusters
  Score: Raw -3706757.170747 + Penalty 4939.930361 = -3701817.240385
  nChanged 72
		SP:Iteration 17Q (30406.630000 sec): 3 clusters
  Score: Raw -3706823.309073 + Penalty 4939.930361 = -3701883.378712
  nChanged 52
		SP:Iteration 18Q (30406.970000 sec): 3 clusters
  Score: Raw -3706861.241392 + Penalty 4939.930361 = -3701921.311031
  nChanged 36
		SP:Iteration 19Q (30407.320000 sec): 3 clusters
  Score: Raw -3706885.320220 + Penalty 4939.930361 = -3701945.389859
  nChanged 23
		SP:Iteration 20F (30407.660000 sec): 3 clusters
  Score: Raw -3706902.569529 + Penalty 4939.930361 = -3701962.639168
  nChanged 16
		SP:Iteration 21Q (30408.010000 sec): 3 clusters
  Score: Raw -3706917.231459 + Penalty 4939.930361 = -3701977.301098
  nChanged 17
		SP:Iteration 22Q (30408.350000 sec): 3 clusters
  Score: Raw -3706931.397896 + Penalty 4939.930361 = -3701991.467535
  nChanged 14
		SP:Iteration 23Q (30408.700000 sec): 3 clusters
  Score: Raw -3706945.022943 + Penalty 4939.930361 = -3702005.092582
  nChanged 10
		SP:Iteration 24Q (30409.040000 sec): 3 clusters
  Score: Raw -3706954.935342 + Penalty 4939.930361 = -3702015.004981
  nChanged 13
		SP:Iteration 25Q (30409.390000 sec): 3 clusters
  Score: Raw -3706965.196817 + Penalty 4939.930361 = -3702025.266456
  nChanged 9
		SP:Iteration 26Q (30409.750000 sec): 3 clusters
  Score: Raw -3706972.004308 + Penalty 4939.930361 = -3702032.073947
  nChanged 5
		SP:Iteration 27Q (30409.960000 sec): 3 clusters
  Score: Raw -3706977.368196 + Penalty 4939.930361 = -3702037.437835
  nChanged 6
		SP:Iteration 28Q (30410.270000 sec): 3 clusters
  Score: Raw -3706982.504069 + Penalty 4939.930361 = -3702042.573708
  nChanged 6
		SP:Iteration 29Q (30410.610000 sec): 3 clusters
  Score: Raw -3706988.801808 + Penalty 4939.930361 = -3702048.871447
  nChanged 10
		SP:Iteration 30Q (30410.960000 sec): 3 clusters
  Score: Raw -3706998.719648 + Penalty 4939.930361 = -3702058.789287
  nChanged 12
		SP:Iteration 31Q (30411.190000 sec): 3 clusters
  Score: Raw -3707009.861548 + Penalty 4939.930361 = -3702069.931187
  nChanged 13
		SP:Iteration 32Q (30411.560000 sec): 3 clusters
  Score: Raw -3707021.033960 + Penalty 4939.930361 = -3702081.103599
  nChanged 13
		SP:Iteration 33Q (30411.910000 sec): 3 clusters
  Score: Raw -3707033.185960 + Penalty 4939.930361 = -3702093.255599
  nChanged 7
		SP:Iteration 34Q (30412.250000 sec): 3 clusters
  Score: Raw -3707042.000365 + Penalty 4939.930361 = -3702102.070004
  nChanged 7
		SP:Iteration 35Q (30412.600000 sec): 3 clusters
  Score: Raw -3707049.946913 + Penalty 4939.930361 = -3702110.016552
  nChanged 8
		SP:Iteration 36Q (30412.980000 sec): 3 clusters
  Score: Raw -3707058.445278 + Penalty 4939.930361 = -3702118.514917
  nChanged 5
		SP:Iteration 37Q (30413.330000 sec): 3 clusters
  Score: Raw -3707063.885822 + Penalty 4939.930361 = -3702123.955461
  nChanged 3
		SP:Iteration 38Q (30413.670000 sec): 3 clusters
  Score: Raw -3707066.230806 + Penalty 4939.930361 = -3702126.300445
  nChanged 2
		SP:Iteration 39Q (30414.010000 sec): 3 clusters
  Score: Raw -3707067.231788 + Penalty 4939.930361 = -3702127.301427
  nChanged 2
		SP:Iteration 40F (30414.360000 sec): 3 clusters
  Score: Raw -3707068.438348 + Penalty 4939.930361 = -3702128.507987
  nChanged 1
		SP:Iteration 41Q (30414.700000 sec): 3 clusters
  Score: Raw -3707069.609951 + Penalty 4939.930361 = -3702129.679590
  nChanged 1
		SP:Iteration 42Q (30415.050000 sec): 3 clusters
  Score: Raw -3707070.668552 + Penalty 4939.930361 = -3702130.738191
  nChanged 0
		SP:Iteration 43F (30415.320000 sec): 3 clusters
  Score: Raw -3707070.668552 + Penalty 4939.930361 = -3702130.738191
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30415.420000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30415.600000 sec): 3 clusters
  Score: Raw -40779.346665 + Penalty 2773.129542 = -38006.217122
  nChanged 36
		SP:Iteration 1F (30415.770000 sec): 3 clusters
  Score: Raw -40977.457193 + Penalty 2773.129542 = -38204.327651
  nChanged 17
		SP:Iteration 2F (30415.910000 sec): 3 clusters
  Score: Raw -41127.598985 + Penalty 2773.129542 = -38354.469442
  nChanged 8
		SP:Iteration 3Q (30416.080000 sec): 3 clusters
  Score: Raw -41188.594077 + Penalty 2773.129542 = -38415.464535
  nChanged 5
		SP:Iteration 4Q (30416.260000 sec): 3 clusters
  Score: Raw -41248.205018 + Penalty 2773.129542 = -38475.075476
  nChanged 4
		SP:Iteration 5Q (30416.440000 sec): 3 clusters
  Score: Raw -41321.323106 + Penalty 2773.129542 = -38548.193564
  nChanged 7
		SP:Iteration 6Q (30416.610000 sec): 3 clusters
  Score: Raw -41356.278082 + Penalty 2773.129542 = -38583.148540
  nChanged 1
		SP:Iteration 7Q (30416.780000 sec): 3 clusters
  Score: Raw -41361.605121 + Penalty 2773.129542 = -38588.475579
  nChanged 1
		SP:Iteration 8Q (30416.960000 sec): 3 clusters
  Score: Raw -41365.964278 + Penalty 2773.129542 = -38592.834735
  nChanged 0
		SP:Iteration 9F (30417.130000 sec): 3 clusters
  Score: Raw -41365.964278 + Penalty 2773.129542 = -38592.834735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30417.220000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30417.400000 sec): 3 clusters
  Score: Raw -110482.997516 + Penalty 3200.216281 = -107282.781234
  nChanged 149
		SP:Iteration 1F (30417.570000 sec): 3 clusters
  Score: Raw -110718.097691 + Penalty 3200.216281 = -107517.881410
  nChanged 40
		SP:Iteration 2F (30417.750000 sec): 3 clusters
  Score: Raw -110832.264379 + Penalty 3200.216281 = -107632.048098
  nChanged 28
		SP:Iteration 3Q (30417.850000 sec): 3 clusters
  Score: Raw -110901.661603 + Penalty 3200.216281 = -107701.445321
  nChanged 18
		SP:Iteration 4Q (30417.870000 sec): 3 clusters
  Score: Raw -110930.645282 + Penalty 3200.216281 = -107730.429001
  nChanged 7
		SP:Iteration 5Q (30417.880000 sec): 3 clusters
  Score: Raw -110938.547189 + Penalty 3200.216281 = -107738.330908
  nChanged 2
		SP:Iteration 6Q (30417.910000 sec): 3 clusters
  Score: Raw -110944.072032 + Penalty 3200.216281 = -107743.855750
  nChanged 4
		SP:Iteration 7Q (30417.930000 sec): 3 clusters
  Score: Raw -110952.541192 + Penalty 3200.216281 = -107752.324911
  nChanged 3
		SP:Iteration 8Q (30417.950000 sec): 3 clusters
  Score: Raw -110958.970888 + Penalty 3200.216281 = -107758.754607
  nChanged 1
		SP:Iteration 9Q (30417.980000 sec): 3 clusters
  Score: Raw -110959.985133 + Penalty 3200.216281 = -107759.768852
  nChanged 1
		SP:Iteration 10Q (30418.000000 sec): 3 clusters
  Score: Raw -110960.589295 + Penalty 3200.216281 = -107760.373014
  nChanged 0
		SP:Iteration 11F (30418.030000 sec): 3 clusters
  Score: Raw -110960.589295 + Penalty 3200.216281 = -107760.373014
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30418.050000 sec): 2 clusters
  Score: Raw -29094.900373 + Penalty 1313.982707 = -27780.917666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30418.060000 sec): 3 clusters
  Score: Raw -29280.854078 + Penalty 2627.965414 = -26652.888664
  nChanged 24
		SP:Iteration 1F (30418.070000 sec): 3 clusters
  Score: Raw -29388.519929 + Penalty 2627.965414 = -26760.554515
  nChanged 2
		SP:Iteration 2Q (30418.080000 sec): 3 clusters
  Score: Raw -29401.023142 + Penalty 2627.965414 = -26773.057729
  nChanged 1
		SP:Iteration 3Q (30418.090000 sec): 3 clusters
  Score: Raw -29408.114001 + Penalty 2627.965414 = -26780.148587
  nChanged 0
		SP:Iteration 4F (30418.090000 sec): 3 clusters
  Score: Raw -29408.114001 + Penalty 2627.965414 = -26780.148587
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30418.130000 sec): 2 clusters
  Score: Raw -108981.123850 + Penalty 1611.573973 = -107369.549877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30418.150000 sec): 3 clusters
  Score: Raw -108965.866508 + Penalty 3223.147946 = -105742.718562
  nChanged 157
		SP:Iteration 1F (30418.180000 sec): 3 clusters
  Score: Raw -109200.533601 + Penalty 3223.147946 = -105977.385655
  nChanged 42
		SP:Iteration 2F (30418.200000 sec): 3 clusters
  Score: Raw -109273.480057 + Penalty 3223.147946 = -106050.332111
  nChanged 19
		SP:Iteration 3Q (30418.230000 sec): 3 clusters
  Score: Raw -109308.963359 + Penalty 3223.147946 = -106085.815413
  nChanged 18
		SP:Iteration 4Q (30418.250000 sec): 3 clusters
  Score: Raw -109353.386244 + Penalty 3223.147946 = -106130.238297
  nChanged 11
		SP:Iteration 5Q (30418.270000 sec): 3 clusters
  Score: Raw -109370.450173 + Penalty 3223.147946 = -106147.302227
  nChanged 7
		SP:Iteration 6Q (30418.290000 sec): 3 clusters
  Score: Raw -109382.522657 + Penalty 3223.147946 = -106159.374711
  nChanged 7
		SP:Iteration 7Q (30418.320000 sec): 3 clusters
  Score: Raw -109389.092692 + Penalty 3223.147946 = -106165.944746
  nChanged 2
		SP:Iteration 8Q (30418.340000 sec): 3 clusters
  Score: Raw -109390.307116 + Penalty 3223.147946 = -106167.159170
  nChanged 0
		SP:Iteration 9F (30418.370000 sec): 3 clusters
  Score: Raw -109390.307116 + Penalty 3223.147946 = -106167.159170
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30418.410000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30418.440000 sec): 3 clusters
  Score: Raw -162662.639205 + Penalty 3409.602454 = -159253.036752
  nChanged 235
		SP:Iteration 1F (30418.470000 sec): 3 clusters
  Score: Raw -162933.793098 + Penalty 3409.602454 = -159524.190645
  nChanged 56
		SP:Iteration 2F (30418.510000 sec): 3 clusters
  Score: Raw -163014.824364 + Penalty 3409.602454 = -159605.221911
  nChanged 31
		SP:Iteration 3Q (30418.540000 sec): 3 clusters
  Score: Raw -163059.547895 + Penalty 3409.602454 = -159649.945442
  nChanged 19
		SP:Iteration 4Q (30418.570000 sec): 3 clusters
  Score: Raw -163087.390509 + Penalty 3409.602454 = -159677.788056
  nChanged 12
		SP:Iteration 5Q (30418.600000 sec): 3 clusters
  Score: Raw -163101.949001 + Penalty 3409.602454 = -159692.346547
  nChanged 8
		SP:Iteration 6Q (30418.630000 sec): 3 clusters
  Score: Raw -163109.296058 + Penalty 3409.602454 = -159699.693604
  nChanged 6
		SP:Iteration 7Q (30418.660000 sec): 3 clusters
  Score: Raw -163119.166443 + Penalty 3409.602454 = -159709.563990
  nChanged 5
		SP:Iteration 8Q (30418.690000 sec): 3 clusters
  Score: Raw -163126.347548 + Penalty 3409.602454 = -159716.745095
  nChanged 6
		SP:Iteration 9Q (30418.720000 sec): 3 clusters
  Score: Raw -163135.786205 + Penalty 3409.602454 = -159726.183752
  nChanged 4
		SP:Iteration 10Q (30418.750000 sec): 3 clusters
  Score: Raw -163140.703085 + Penalty 3409.602454 = -159731.100631
  nChanged 4
		SP:Iteration 11Q (30418.790000 sec): 3 clusters
  Score: Raw -163147.380486 + Penalty 3409.602454 = -159737.778032
  nChanged 3
		SP:Iteration 12Q (30418.820000 sec): 3 clusters
  Score: Raw -163150.907157 + Penalty 3409.602454 = -159741.304703
  nChanged 1
		SP:Iteration 13Q (30418.850000 sec): 3 clusters
  Score: Raw -163154.397178 + Penalty 3409.602454 = -159744.794725
  nChanged 2
		SP:Iteration 14Q (30418.880000 sec): 3 clusters
  Score: Raw -163156.028676 + Penalty 3409.602454 = -159746.426222
  nChanged 1
		SP:Iteration 15Q (30418.910000 sec): 3 clusters
  Score: Raw -163156.720138 + Penalty 3409.602454 = -159747.117684
  nChanged 0
		SP:Iteration 16F (30418.940000 sec): 3 clusters
  Score: Raw -163156.720138 + Penalty 3409.602454 = -159747.117684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30418.980000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30419.000000 sec): 3 clusters
  Score: Raw -76355.790891 + Penalty 3063.230166 = -73292.560725
  nChanged 82
		SP:Iteration 1F (30419.020000 sec): 3 clusters
  Score: Raw -76545.371466 + Penalty 3063.230166 = -73482.141300
  nChanged 28
		SP:Iteration 2F (30419.050000 sec): 3 clusters
  Score: Raw -76627.501067 + Penalty 3063.230166 = -73564.270901
  nChanged 11
		SP:Iteration 3Q (30419.070000 sec): 3 clusters
  Score: Raw -76669.309942 + Penalty 3063.230166 = -73606.079776
  nChanged 8
		SP:Iteration 4Q (30419.090000 sec): 3 clusters
  Score: Raw -76706.868335 + Penalty 3063.230166 = -73643.638169
  nChanged 5
		SP:Iteration 5Q (30419.110000 sec): 3 clusters
  Score: Raw -76733.934683 + Penalty 3063.230166 = -73670.704517
  nChanged 3
		SP:Iteration 6Q (30419.140000 sec): 3 clusters
  Score: Raw -76746.182134 + Penalty 3063.230166 = -73682.951968
  nChanged 2
		SP:Iteration 7Q (30419.160000 sec): 3 clusters
  Score: Raw -76754.161777 + Penalty 3063.230166 = -73690.931611
  nChanged 2
		SP:Iteration 8Q (30419.190000 sec): 3 clusters
  Score: Raw -76764.820463 + Penalty 3063.230166 = -73701.590297
  nChanged 2
		SP:Iteration 9Q (30419.210000 sec): 3 clusters
  Score: Raw -76771.711540 + Penalty 3063.230166 = -73708.481374
  nChanged 3
		SP:Iteration 10Q (30419.230000 sec): 3 clusters
  Score: Raw -76780.255596 + Penalty 3063.230166 = -73717.025430
  nChanged 2
		SP:Iteration 11Q (30419.250000 sec): 3 clusters
  Score: Raw -76786.074844 + Penalty 3063.230166 = -73722.844678
  nChanged 1
		SP:Iteration 12Q (30419.270000 sec): 3 clusters
  Score: Raw -76790.907008 + Penalty 3063.230166 = -73727.676842
  nChanged 1
		SP:Iteration 13Q (30419.300000 sec): 3 clusters
  Score: Raw -76792.039547 + Penalty 3063.230166 = -73728.809381
  nChanged 0
		SP:Iteration 14F (30419.320000 sec): 3 clusters
  Score: Raw -76792.039547 + Penalty 3063.230166 = -73728.809381
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30419.350000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30419.360000 sec): 3 clusters
  Score: Raw -38345.257338 + Penalty 2736.656637 = -35608.600701
  nChanged 19
		SP:Iteration 1F (30419.360000 sec): 3 clusters
  Score: Raw -38419.862539 + Penalty 2736.656637 = -35683.205902
  nChanged 5
		SP:Iteration 2Q (30419.370000 sec): 3 clusters
  Score: Raw -38450.232461 + Penalty 2736.656637 = -35713.575824
  nChanged 4
		SP:Iteration 3Q (30419.380000 sec): 3 clusters
  Score: Raw -38468.779846 + Penalty 2736.656637 = -35732.123210
  nChanged 0
		SP:Iteration 4F (30419.390000 sec): 3 clusters
  Score: Raw -38468.779846 + Penalty 2736.656637 = -35732.123210
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30419.410000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30419.420000 sec): 3 clusters
  Score: Raw -39872.103973 + Penalty 2769.414169 = -37102.689804
  nChanged 33
		SP:Iteration 1F (30419.430000 sec): 3 clusters
  Score: Raw -39975.615979 + Penalty 2769.414169 = -37206.201810
  nChanged 3
		SP:Iteration 2Q (30419.430000 sec): 3 clusters
  Score: Raw -39987.486470 + Penalty 2769.414169 = -37218.072301
  nChanged 5
		SP:Iteration 3Q (30419.440000 sec): 3 clusters
  Score: Raw -40008.016483 + Penalty 2769.414169 = -37238.602314
  nChanged 1
		SP:Iteration 4Q (30419.450000 sec): 3 clusters
  Score: Raw -40017.636487 + Penalty 2769.414169 = -37248.222318
  nChanged 0
		SP:Iteration 5F (30419.460000 sec): 3 clusters
  Score: Raw -40017.636487 + Penalty 2769.414169 = -37248.222318
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30419.530000 sec): 2 clusters
  Score: Raw -405440.722333 + Penalty 1934.542018 = -403506.180314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30419.580000 sec): 3 clusters
  Score: Raw -404522.317759 + Penalty 3869.084037 = -400653.233722
  nChanged 840
		SP:Iteration 1F (30419.640000 sec): 3 clusters
  Score: Raw -405429.129234 + Penalty 3869.084037 = -401560.045197
  nChanged 283
		SP:Iteration 2F (30419.700000 sec): 3 clusters
  Score: Raw -405939.684953 + Penalty 3869.084037 = -402070.600917
  nChanged 227
		SP:Iteration 3F (30419.750000 sec): 3 clusters
  Score: Raw -406347.879050 + Penalty 3869.084037 = -402478.795014
  nChanged 171
		SP:Iteration 4F (30419.810000 sec): 3 clusters
  Score: Raw -406575.667607 + Penalty 3869.084037 = -402706.583570
  nChanged 103
		SP:Iteration 5Q (30419.870000 sec): 3 clusters
  Score: Raw -406675.572780 + Penalty 3869.084037 = -402806.488744
  nChanged 64
		SP:Iteration 6Q (30419.930000 sec): 3 clusters
  Score: Raw -406738.237402 + Penalty 3869.084037 = -402869.153366
  nChanged 38
		SP:Iteration 7Q (30419.990000 sec): 3 clusters
  Score: Raw -406777.716512 + Penalty 3869.084037 = -402908.632475
  nChanged 40
		SP:Iteration 8Q (30420.040000 sec): 3 clusters
  Score: Raw -406803.947155 + Penalty 3869.084037 = -402934.863118
  nChanged 22
		SP:Iteration 9Q (30420.100000 sec): 3 clusters
  Score: Raw -406825.281337 + Penalty 3869.084037 = -402956.197301
  nChanged 17
		SP:Iteration 10Q (30420.160000 sec): 3 clusters
  Score: Raw -406833.706618 + Penalty 3869.084037 = -402964.622581
  nChanged 10
		SP:Iteration 11Q (30420.220000 sec): 3 clusters
  Score: Raw -406839.178929 + Penalty 3869.084037 = -402970.094892
  nChanged 4
		SP:Iteration 12Q (30420.280000 sec): 3 clusters
  Score: Raw -406841.435117 + Penalty 3869.084037 = -402972.351080
  nChanged 7
		SP:Iteration 13Q (30420.330000 sec): 3 clusters
  Score: Raw -406844.315074 + Penalty 3869.084037 = -402975.231037
  nChanged 5
		SP:Iteration 14Q (30420.390000 sec): 3 clusters
  Score: Raw -406849.296185 + Penalty 3869.084037 = -402980.212148
  nChanged 5
		SP:Iteration 15Q (30420.450000 sec): 3 clusters
  Score: Raw -406851.675979 + Penalty 3869.084037 = -402982.591942
  nChanged 0
		SP:Iteration 16F (30420.510000 sec): 3 clusters
  Score: Raw -406851.675979 + Penalty 3869.084037 = -402982.591942
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30420.550000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30420.570000 sec): 3 clusters
  Score: Raw -77844.320166 + Penalty 3054.911313 = -74789.408853
  nChanged 82
		SP:Iteration 1F (30420.590000 sec): 3 clusters
  Score: Raw -78021.364345 + Penalty 3054.911313 = -74966.453033
  nChanged 25
		SP:Iteration 2F (30420.620000 sec): 3 clusters
  Score: Raw -78079.976520 + Penalty 3054.911313 = -75025.065207
  nChanged 10
		SP:Iteration 3Q (30420.640000 sec): 3 clusters
  Score: Raw -78105.098836 + Penalty 3054.911313 = -75050.187524
  nChanged 7
		SP:Iteration 4Q (30420.660000 sec): 3 clusters
  Score: Raw -78116.604484 + Penalty 3054.911313 = -75061.693171
  nChanged 2
		SP:Iteration 5Q (30420.690000 sec): 3 clusters
  Score: Raw -78125.279982 + Penalty 3054.911313 = -75070.368670
  nChanged 2
		SP:Iteration 6Q (30420.710000 sec): 3 clusters
  Score: Raw -78137.354244 + Penalty 3054.911313 = -75082.442931
  nChanged 2
		SP:Iteration 7Q (30420.730000 sec): 3 clusters
  Score: Raw -78154.784313 + Penalty 3054.911313 = -75099.873001
  nChanged 3
		SP:Iteration 8Q (30420.750000 sec): 3 clusters
  Score: Raw -78167.107326 + Penalty 3054.911313 = -75112.196014
  nChanged 0
		SP:Iteration 9F (30420.770000 sec): 3 clusters
  Score: Raw -78167.107326 + Penalty 3054.911313 = -75112.196014
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30420.930000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30420.990000 sec): 3 clusters
  Score: Raw -649237.487182 + Penalty 4072.626108 = -645164.861074
  nChanged 1360
		SP:Iteration 1F (30421.090000 sec): 3 clusters
  Score: Raw -650119.389413 + Penalty 4072.626108 = -646046.763306
  nChanged 305
		SP:Iteration 2F (30421.180000 sec): 3 clusters
  Score: Raw -650343.486684 + Penalty 4072.626108 = -646270.860576
  nChanged 191
		SP:Iteration 3F (30421.270000 sec): 3 clusters
  Score: Raw -650469.247628 + Penalty 4072.626108 = -646396.621520
  nChanged 145
		SP:Iteration 4Q (30421.360000 sec): 3 clusters
  Score: Raw -650567.598257 + Penalty 4072.626108 = -646494.972150
  nChanged 108
		SP:Iteration 5Q (30421.520000 sec): 3 clusters
  Score: Raw -650637.116177 + Penalty 4072.626108 = -646564.490070
  nChanged 96
		SP:Iteration 6Q (30421.610000 sec): 3 clusters
  Score: Raw -650695.550600 + Penalty 4072.626108 = -646622.924492
  nChanged 88
		SP:Iteration 7Q (30421.700000 sec): 3 clusters
  Score: Raw -650745.380433 + Penalty 4072.626108 = -646672.754325
  nChanged 79
		SP:Iteration 8Q (30421.790000 sec): 3 clusters
  Score: Raw -650801.390455 + Penalty 4072.626108 = -646728.764347
  nChanged 84
		SP:Iteration 9Q (30421.870000 sec): 3 clusters
  Score: Raw -650864.036824 + Penalty 4072.626108 = -646791.410716
  nChanged 85
		SP:Iteration 10Q (30421.970000 sec): 3 clusters
  Score: Raw -650933.608744 + Penalty 4072.626108 = -646860.982637
  nChanged 86
		SP:Iteration 11Q (30422.050000 sec): 3 clusters
  Score: Raw -651006.457619 + Penalty 4072.626108 = -646933.831511
  nChanged 101
		SP:Iteration 12Q (30422.140000 sec): 3 clusters
  Score: Raw -651102.139736 + Penalty 4072.626108 = -647029.513629
  nChanged 112
		SP:Iteration 13Q (30422.230000 sec): 3 clusters
  Score: Raw -651217.161598 + Penalty 4072.626108 = -647144.535490
  nChanged 100
		SP:Iteration 14Q (30422.320000 sec): 3 clusters
  Score: Raw -651307.051889 + Penalty 4072.626108 = -647234.425781
  nChanged 84
		SP:Iteration 15Q (30422.410000 sec): 3 clusters
  Score: Raw -651389.022213 + Penalty 4072.626108 = -647316.396105
  nChanged 77
		SP:Iteration 16Q (30422.500000 sec): 3 clusters
  Score: Raw -651457.286875 + Penalty 4072.626108 = -647384.660767
  nChanged 57
		SP:Iteration 17Q (30422.590000 sec): 3 clusters
  Score: Raw -651500.473017 + Penalty 4072.626108 = -647427.846909
  nChanged 63
		SP:Iteration 18Q (30422.670000 sec): 3 clusters
  Score: Raw -651544.824392 + Penalty 4072.626108 = -647472.198285
  nChanged 37
		SP:Iteration 19Q (30422.760000 sec): 3 clusters
  Score: Raw -651567.725884 + Penalty 4072.626108 = -647495.099776
  nChanged 36
		SP:Iteration 20F (30422.850000 sec): 3 clusters
  Score: Raw -651590.607516 + Penalty 4072.626108 = -647517.981409
  nChanged 28
		SP:Iteration 21Q (30422.930000 sec): 3 clusters
  Score: Raw -651603.312911 + Penalty 4072.626108 = -647530.686803
  nChanged 20
		SP:Iteration 22Q (30423.150000 sec): 3 clusters
  Score: Raw -651617.019502 + Penalty 4072.626108 = -647544.393394
  nChanged 18
		SP:Iteration 23Q (30423.300000 sec): 3 clusters
  Score: Raw -651626.095213 + Penalty 4072.626108 = -647553.469105
  nChanged 19
		SP:Iteration 24Q (30423.460000 sec): 3 clusters
  Score: Raw -651634.951683 + Penalty 4072.626108 = -647562.325576
  nChanged 15
		SP:Iteration 25Q (30423.620000 sec): 3 clusters
  Score: Raw -651641.465829 + Penalty 4072.626108 = -647568.839721
  nChanged 9
		SP:Iteration 26Q (30423.770000 sec): 3 clusters
  Score: Raw -651645.078266 + Penalty 4072.626108 = -647572.452158
  nChanged 8
		SP:Iteration 27Q (30423.930000 sec): 3 clusters
  Score: Raw -651647.495710 + Penalty 4072.626108 = -647574.869602
  nChanged 3
		SP:Iteration 28Q (30424.100000 sec): 3 clusters
  Score: Raw -651648.392467 + Penalty 4072.626108 = -647575.766359
  nChanged 4
		SP:Iteration 29Q (30424.340000 sec): 3 clusters
  Score: Raw -651650.394137 + Penalty 4072.626108 = -647577.768029
  nChanged 4
		SP:Iteration 30Q (30424.380000 sec): 3 clusters
  Score: Raw -651652.559740 + Penalty 4072.626108 = -647579.933633
  nChanged 5
		SP:Iteration 31Q (30424.480000 sec): 3 clusters
  Score: Raw -651654.562408 + Penalty 4072.626108 = -647581.936301
  nChanged 3
		SP:Iteration 32Q (30424.560000 sec): 3 clusters
  Score: Raw -651656.631340 + Penalty 4072.626108 = -647584.005232
  nChanged 5
		SP:Iteration 33Q (30424.650000 sec): 3 clusters
  Score: Raw -651658.249439 + Penalty 4072.626108 = -647585.623332
  nChanged 4
		SP:Iteration 34Q (30424.740000 sec): 3 clusters
  Score: Raw -651659.843768 + Penalty 4072.626108 = -647587.217660
  nChanged 0
		SP:Iteration 35F (30424.830000 sec): 3 clusters
  Score: Raw -651659.843768 + Penalty 4072.626108 = -647587.217660
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30424.940000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30425.110000 sec): 3 clusters
  Score: Raw -191501.748254 + Penalty 3494.272938 = -188007.475316
  nChanged 289
		SP:Iteration 1F (30425.280000 sec): 3 clusters
  Score: Raw -191820.107699 + Penalty 3494.272938 = -188325.834761
  nChanged 67
		SP:Iteration 2F (30425.400000 sec): 3 clusters
  Score: Raw -191909.076300 + Penalty 3494.272938 = -188414.803362
  nChanged 46
		SP:Iteration 3Q (30425.580000 sec): 3 clusters
  Score: Raw -191968.036738 + Penalty 3494.272938 = -188473.763800
  nChanged 25
		SP:Iteration 4Q (30425.750000 sec): 3 clusters
  Score: Raw -192005.311319 + Penalty 3494.272938 = -188511.038381
  nChanged 20
		SP:Iteration 5Q (30425.930000 sec): 3 clusters
  Score: Raw -192031.055389 + Penalty 3494.272938 = -188536.782451
  nChanged 13
		SP:Iteration 6Q (30426.100000 sec): 3 clusters
  Score: Raw -192045.876010 + Penalty 3494.272938 = -188551.603072
  nChanged 11
		SP:Iteration 7Q (30426.280000 sec): 3 clusters
  Score: Raw -192054.444155 + Penalty 3494.272938 = -188560.171217
  nChanged 4
		SP:Iteration 8Q (30426.300000 sec): 3 clusters
  Score: Raw -192056.834361 + Penalty 3494.272938 = -188562.561423
  nChanged 1
		SP:Iteration 9Q (30426.340000 sec): 3 clusters
  Score: Raw -192057.609244 + Penalty 3494.272938 = -188563.336306
  nChanged 0
		SP:Iteration 10F (30426.380000 sec): 3 clusters
  Score: Raw -192057.609244 + Penalty 3494.272938 = -188563.336306
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30426.410000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30426.420000 sec): 3 clusters
  Score: Raw -20951.853114 + Penalty 2458.090221 = -18493.762894
  nChanged 8
		SP:Iteration 1F (30426.430000 sec): 3 clusters
  Score: Raw -21000.830014 + Penalty 2458.090221 = -18542.739793
  nChanged 1
		SP:Iteration 2Q (30426.440000 sec): 3 clusters
  Score: Raw -21018.883035 + Penalty 2458.090221 = -18560.792814
  nChanged 0
		SP:Iteration 3F (30426.440000 sec): 3 clusters
  Score: Raw -21018.883035 + Penalty 2458.090221 = -18560.792814
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30426.480000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30426.490000 sec): 3 clusters
  Score: Raw -52803.292328 + Penalty 2857.977486 = -49945.314842
  nChanged 31
		SP:Iteration 1F (30426.500000 sec): 3 clusters
  Score: Raw -52880.912016 + Penalty 2857.977486 = -50022.934530
  nChanged 5
		SP:Iteration 2Q (30426.510000 sec): 3 clusters
  Score: Raw -52892.899260 + Penalty 2857.977486 = -50034.921775
  nChanged 1
		SP:Iteration 3Q (30426.520000 sec): 3 clusters
  Score: Raw -52895.300973 + Penalty 2857.977486 = -50037.323487
  nChanged 0
		SP:Iteration 4F (30426.520000 sec): 3 clusters
  Score: Raw -52895.300973 + Penalty 2857.977486 = -50037.323487
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30426.560000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30426.590000 sec): 3 clusters
  Score: Raw -68432.551519 + Penalty 3139.541569 = -65293.009950
  nChanged 122
		SP:Iteration 1F (30426.610000 sec): 3 clusters
  Score: Raw -68685.039032 + Penalty 3139.541569 = -65545.497463
  nChanged 44
		SP:Iteration 2F (30426.640000 sec): 3 clusters
  Score: Raw -68779.853210 + Penalty 3139.541569 = -65640.311641
  nChanged 16
		SP:Iteration 3Q (30426.660000 sec): 3 clusters
  Score: Raw -68823.035550 + Penalty 3139.541569 = -65683.493981
  nChanged 13
		SP:Iteration 4Q (30426.690000 sec): 3 clusters
  Score: Raw -68850.703126 + Penalty 3139.541569 = -65711.161556
  nChanged 16
		SP:Iteration 5Q (30426.710000 sec): 3 clusters
  Score: Raw -68880.534736 + Penalty 3139.541569 = -65740.993167
  nChanged 10
		SP:Iteration 6Q (30426.740000 sec): 3 clusters
  Score: Raw -68891.072050 + Penalty 3139.541569 = -65751.530481
  nChanged 9
		SP:Iteration 7Q (30426.760000 sec): 3 clusters
  Score: Raw -68907.043205 + Penalty 3139.541569 = -65767.501636
  nChanged 7
		SP:Iteration 8Q (30426.780000 sec): 3 clusters
  Score: Raw -68932.558778 + Penalty 3139.541569 = -65793.017209
  nChanged 2
		SP:Iteration 9Q (30426.810000 sec): 3 clusters
  Score: Raw -68940.613760 + Penalty 3139.541569 = -65801.072191
  nChanged 1
		SP:Iteration 10Q (30426.830000 sec): 3 clusters
  Score: Raw -68941.415062 + Penalty 3139.541569 = -65801.873493
  nChanged 3
		SP:Iteration 11Q (30426.860000 sec): 3 clusters
  Score: Raw -68946.199382 + Penalty 3139.541569 = -65806.657813
  nChanged 6
		SP:Iteration 12Q (30426.880000 sec): 3 clusters
  Score: Raw -68966.182130 + Penalty 3139.541569 = -65826.640561
  nChanged 3
		SP:Iteration 13Q (30426.910000 sec): 3 clusters
  Score: Raw -68984.681690 + Penalty 3139.541569 = -65845.140121
  nChanged 7
		SP:Iteration 14Q (30426.930000 sec): 3 clusters
  Score: Raw -69011.029417 + Penalty 3139.541569 = -65871.487848
  nChanged 7
		SP:Iteration 15Q (30426.960000 sec): 3 clusters
  Score: Raw -69037.867501 + Penalty 3139.541569 = -65898.325932
  nChanged 3
		SP:Iteration 16Q (30426.980000 sec): 3 clusters
  Score: Raw -69040.143408 + Penalty 3139.541569 = -65900.601839
  nChanged 2
		SP:Iteration 17Q (30427.000000 sec): 3 clusters
  Score: Raw -69043.076997 + Penalty 3139.541569 = -65903.535428
  nChanged 1
		SP:Iteration 18Q (30427.020000 sec): 3 clusters
  Score: Raw -69044.932706 + Penalty 3139.541569 = -65905.391137
  nChanged 0
		SP:Iteration 19F (30427.030000 sec): 3 clusters
  Score: Raw -69045.382553 + Penalty 3139.541569 = -65905.840984
  nChanged 1
		SP:Iteration 20F (30427.040000 sec): 3 clusters
  Score: Raw -69059.956207 + Penalty 3139.541569 = -65920.414638
  nChanged 4
		SP:Iteration 21Q (30427.070000 sec): 3 clusters
  Score: Raw -69078.891286 + Penalty 3139.541569 = -65939.349717
  nChanged 3
		SP:Iteration 22Q (30427.090000 sec): 3 clusters
  Score: Raw -69101.761474 + Penalty 3139.541569 = -65962.219905
  nChanged 10
		SP:Iteration 23Q (30427.120000 sec): 3 clusters
  Score: Raw -69141.516937 + Penalty 3139.541569 = -66001.975368
  nChanged 4
		SP:Iteration 24Q (30427.140000 sec): 3 clusters
  Score: Raw -69150.472044 + Penalty 3139.541569 = -66010.930475
  nChanged 2
		SP:Iteration 25Q (30427.160000 sec): 3 clusters
  Score: Raw -69157.942139 + Penalty 3139.541569 = -66018.400570
  nChanged 3
		SP:Iteration 26Q (30427.190000 sec): 3 clusters
  Score: Raw -69160.980680 + Penalty 3139.541569 = -66021.439111
  nChanged 1
		SP:Iteration 27Q (30427.210000 sec): 3 clusters
  Score: Raw -69165.467522 + Penalty 3139.541569 = -66025.925953
  nChanged 0
		SP:Iteration 28F (30427.240000 sec): 3 clusters
  Score: Raw -69165.467522 + Penalty 3139.541569 = -66025.925953
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30427.270000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30427.280000 sec): 3 clusters
  Score: Raw -23083.082525 + Penalty 2471.868884 = -20611.213641
  nChanged 4
		SP:Iteration 1Q (30427.290000 sec): 3 clusters
  Score: Raw -23108.272024 + Penalty 2471.868884 = -20636.403140
  nChanged 1
		SP:Iteration 2Q (30427.300000 sec): 3 clusters
  Score: Raw -23112.096004 + Penalty 2471.868884 = -20640.227119
  nChanged 1
		SP:Iteration 3Q (30427.300000 sec): 3 clusters
  Score: Raw -23116.121940 + Penalty 2471.868884 = -20644.253056
  nChanged 1
		SP:Iteration 4Q (30427.310000 sec): 3 clusters
  Score: Raw -23124.845324 + Penalty 2471.868884 = -20652.976439
  nChanged 0
		SP:Iteration 5F (30427.320000 sec): 3 clusters
  Score: Raw -23124.845324 + Penalty 2471.868884 = -20652.976439
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30427.360000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30427.390000 sec): 3 clusters
  Score: Raw -95064.311694 + Penalty 3167.892142 = -91896.419552
  nChanged 109
		SP:Iteration 1F (30427.410000 sec): 3 clusters
  Score: Raw -95284.537571 + Penalty 3167.892142 = -92116.645429
  nChanged 44
		SP:Iteration 2F (30427.440000 sec): 3 clusters
  Score: Raw -95406.744125 + Penalty 3167.892142 = -92238.851982
  nChanged 27
		SP:Iteration 3Q (30427.460000 sec): 3 clusters
  Score: Raw -95536.179904 + Penalty 3167.892142 = -92368.287762
  nChanged 25
		SP:Iteration 4Q (30427.490000 sec): 3 clusters
  Score: Raw -95612.171355 + Penalty 3167.892142 = -92444.279213
  nChanged 22
		SP:Iteration 5Q (30427.510000 sec): 3 clusters
  Score: Raw -95662.347131 + Penalty 3167.892142 = -92494.454989
  nChanged 16
		SP:Iteration 6Q (30427.540000 sec): 3 clusters
  Score: Raw -95714.782390 + Penalty 3167.892142 = -92546.890247
  nChanged 11
		SP:Iteration 7Q (30427.560000 sec): 3 clusters
  Score: Raw -95752.929879 + Penalty 3167.892142 = -92585.037737
  nChanged 13
		SP:Iteration 8Q (30427.580000 sec): 3 clusters
  Score: Raw -95799.877925 + Penalty 3167.892142 = -92631.985783
  nChanged 13
		SP:Iteration 9Q (30427.610000 sec): 3 clusters
  Score: Raw -95844.734789 + Penalty 3167.892142 = -92676.842647
  nChanged 13
		SP:Iteration 10Q (30427.630000 sec): 3 clusters
  Score: Raw -95876.334621 + Penalty 3167.892142 = -92708.442479
  nChanged 11
		SP:Iteration 11Q (30427.660000 sec): 3 clusters
  Score: Raw -95903.199662 + Penalty 3167.892142 = -92735.307520
  nChanged 6
		SP:Iteration 12Q (30427.680000 sec): 3 clusters
  Score: Raw -95917.052781 + Penalty 3167.892142 = -92749.160639
  nChanged 4
		SP:Iteration 13Q (30427.710000 sec): 3 clusters
  Score: Raw -95923.071560 + Penalty 3167.892142 = -92755.179417
  nChanged 0
		SP:Iteration 14F (30427.730000 sec): 3 clusters
  Score: Raw -95923.071560 + Penalty 3167.892142 = -92755.179417
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30427.760000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30427.770000 sec): 3 clusters
  Score: Raw -43906.251698 + Penalty 2789.512683 = -41116.739015
  nChanged 36
		SP:Iteration 1F (30427.780000 sec): 3 clusters
  Score: Raw -44022.875313 + Penalty 2789.512683 = -41233.362630
  nChanged 8
		SP:Iteration 2Q (30427.790000 sec): 3 clusters
  Score: Raw -44040.862933 + Penalty 2789.512683 = -41251.350250
  nChanged 2
		SP:Iteration 3Q (30427.800000 sec): 3 clusters
  Score: Raw -44045.604017 + Penalty 2789.512683 = -41256.091334
  nChanged 3
		SP:Iteration 4Q (30427.810000 sec): 3 clusters
  Score: Raw -44064.423242 + Penalty 2789.512683 = -41274.910559
  nChanged 5
		SP:Iteration 5Q (30427.820000 sec): 3 clusters
  Score: Raw -44080.995058 + Penalty 2789.512683 = -41291.482375
  nChanged 7
		SP:Iteration 6Q (30427.830000 sec): 3 clusters
  Score: Raw -44110.538650 + Penalty 2789.512683 = -41321.025967
  nChanged 7
		SP:Iteration 7Q (30427.840000 sec): 3 clusters
  Score: Raw -44216.568870 + Penalty 2789.512683 = -41427.056187
  nChanged 8
		SP:Iteration 8Q (30427.850000 sec): 3 clusters
  Score: Raw -44365.410173 + Penalty 2789.512683 = -41575.897490
  nChanged 9
		SP:Iteration 9Q (30427.860000 sec): 3 clusters
  Score: Raw -44472.950678 + Penalty 2789.512683 = -41683.437995
  nChanged 7
		SP:Iteration 10Q (30427.870000 sec): 3 clusters
  Score: Raw -44518.404120 + Penalty 2789.512683 = -41728.891437
  nChanged 5
		SP:Iteration 11Q (30427.880000 sec): 3 clusters
  Score: Raw -44537.541664 + Penalty 2789.512683 = -41748.028980
  nChanged 1
		SP:Iteration 12Q (30427.890000 sec): 3 clusters
  Score: Raw -44540.997505 + Penalty 2789.512683 = -41751.484822
  nChanged 0
		SP:Iteration 13F (30427.990000 sec): 3 clusters
  Score: Raw -44540.997505 + Penalty 2789.512683 = -41751.484822
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30428.070000 sec): 2 clusters
  Score: Raw -184300.939179 + Penalty 1745.182848 = -182555.756330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30428.250000 sec): 3 clusters
  Score: Raw -184042.270457 + Penalty 3490.365697 = -180551.904760
  nChanged 319
		SP:Iteration 1F (30428.420000 sec): 3 clusters
  Score: Raw -184399.981242 + Penalty 3490.365697 = -180909.615546
  nChanged 90
		SP:Iteration 2F (30428.600000 sec): 3 clusters
  Score: Raw -184506.227757 + Penalty 3490.365697 = -181015.862061
  nChanged 40
		SP:Iteration 3Q (30428.770000 sec): 3 clusters
  Score: Raw -184566.491572 + Penalty 3490.365697 = -181076.125875
  nChanged 30
		SP:Iteration 4Q (30428.950000 sec): 3 clusters
  Score: Raw -184618.939754 + Penalty 3490.365697 = -181128.574057
  nChanged 28
		SP:Iteration 5Q (30429.040000 sec): 3 clusters
  Score: Raw -184662.192608 + Penalty 3490.365697 = -181171.826911
  nChanged 21
		SP:Iteration 6Q (30429.070000 sec): 3 clusters
  Score: Raw -184696.969780 + Penalty 3490.365697 = -181206.604083
  nChanged 19
		SP:Iteration 7Q (30429.100000 sec): 3 clusters
  Score: Raw -184721.638841 + Penalty 3490.365697 = -181231.273144
  nChanged 11
		SP:Iteration 8Q (30429.140000 sec): 3 clusters
  Score: Raw -184733.928318 + Penalty 3490.365697 = -181243.562621
  nChanged 11
		SP:Iteration 9Q (30429.170000 sec): 3 clusters
  Score: Raw -184757.247462 + Penalty 3490.365697 = -181266.881765
  nChanged 17
		SP:Iteration 10Q (30429.200000 sec): 3 clusters
  Score: Raw -184783.785745 + Penalty 3490.365697 = -181293.420048
  nChanged 21
		SP:Iteration 11Q (30429.240000 sec): 3 clusters
  Score: Raw -184822.131100 + Penalty 3490.365697 = -181331.765403
  nChanged 23
		SP:Iteration 12Q (30429.270000 sec): 3 clusters
  Score: Raw -184848.221587 + Penalty 3490.365697 = -181357.855890
  nChanged 10
		SP:Iteration 13Q (30429.310000 sec): 3 clusters
  Score: Raw -184867.204531 + Penalty 3490.365697 = -181376.838834
  nChanged 14
		SP:Iteration 14Q (30429.340000 sec): 3 clusters
  Score: Raw -184885.750043 + Penalty 3490.365697 = -181395.384346
  nChanged 13
		SP:Iteration 15Q (30429.380000 sec): 3 clusters
  Score: Raw -184911.114559 + Penalty 3490.365697 = -181420.748862
  nChanged 11
		SP:Iteration 16Q (30429.410000 sec): 3 clusters
  Score: Raw -184927.998371 + Penalty 3490.365697 = -181437.632675
  nChanged 11
		SP:Iteration 17Q (30429.440000 sec): 3 clusters
  Score: Raw -184941.526114 + Penalty 3490.365697 = -181451.160418
  nChanged 8
		SP:Iteration 18Q (30429.480000 sec): 3 clusters
  Score: Raw -184956.255554 + Penalty 3490.365697 = -181465.889857
  nChanged 16
		SP:Iteration 19Q (30429.510000 sec): 3 clusters
  Score: Raw -184981.672080 + Penalty 3490.365697 = -181491.306383
  nChanged 20
		SP:Iteration 20F (30429.540000 sec): 3 clusters
  Score: Raw -185011.796533 + Penalty 3490.365697 = -181521.430836
  nChanged 18
		SP:Iteration 21Q (30429.580000 sec): 3 clusters
  Score: Raw -185068.755230 + Penalty 3490.365697 = -181578.389533
  nChanged 32
		SP:Iteration 22Q (30429.610000 sec): 3 clusters
  Score: Raw -185157.980552 + Penalty 3490.365697 = -181667.614855
  nChanged 37
		SP:Iteration 23Q (30429.640000 sec): 3 clusters
  Score: Raw -185216.454039 + Penalty 3490.365697 = -181726.088342
  nChanged 22
		SP:Iteration 24Q (30429.680000 sec): 3 clusters
  Score: Raw -185259.486616 + Penalty 3490.365697 = -181769.120919
  nChanged 18
		SP:Iteration 25Q (30429.710000 sec): 3 clusters
  Score: Raw -185290.651589 + Penalty 3490.365697 = -181800.285892
  nChanged 14
		SP:Iteration 26Q (30429.750000 sec): 3 clusters
  Score: Raw -185316.892645 + Penalty 3490.365697 = -181826.526948
  nChanged 11
		SP:Iteration 27Q (30429.780000 sec): 3 clusters
  Score: Raw -185326.745898 + Penalty 3490.365697 = -181836.380201
  nChanged 4
		SP:Iteration 28Q (30429.820000 sec): 3 clusters
  Score: Raw -185329.655462 + Penalty 3490.365697 = -181839.289765
  nChanged 2
		SP:Iteration 29Q (30429.850000 sec): 3 clusters
  Score: Raw -185332.868137 + Penalty 3490.365697 = -181842.502440
  nChanged 2
		SP:Iteration 30Q (30429.880000 sec): 3 clusters
  Score: Raw -185334.763355 + Penalty 3490.365697 = -181844.397658
  nChanged 1
		SP:Iteration 31Q (30429.940000 sec): 3 clusters
  Score: Raw -185335.603376 + Penalty 3490.365697 = -181845.237679
  nChanged 2
		SP:Iteration 32Q (30429.970000 sec): 3 clusters
  Score: Raw -185342.380273 + Penalty 3490.365697 = -181852.014577
  nChanged 2
		SP:Iteration 33Q (30430.000000 sec): 3 clusters
  Score: Raw -185344.729531 + Penalty 3490.365697 = -181854.363834
  nChanged 4
		SP:Iteration 34Q (30430.030000 sec): 3 clusters
  Score: Raw -185350.502540 + Penalty 3490.365697 = -181860.136843
  nChanged 3
		SP:Iteration 35Q (30430.060000 sec): 3 clusters
  Score: Raw -185355.136458 + Penalty 3490.365697 = -181864.770761
  nChanged 1
		SP:Iteration 36Q (30430.090000 sec): 3 clusters
  Score: Raw -185355.690897 + Penalty 3490.365697 = -181865.325200
  nChanged 1
		SP:Iteration 37Q (30430.120000 sec): 3 clusters
  Score: Raw -185357.109817 + Penalty 3490.365697 = -181866.744120
  nChanged 1
		SP:Iteration 38Q (30430.150000 sec): 3 clusters
  Score: Raw -185357.489793 + Penalty 3490.365697 = -181867.124096
  nChanged 0
		SP:Iteration 39F (30430.190000 sec): 3 clusters
  Score: Raw -185357.489793 + Penalty 3490.365697 = -181867.124096
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30430.220000 sec): 2 clusters
  Score: Raw -46147.085614 + Penalty 1454.884078 = -44692.201536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30430.230000 sec): 3 clusters
  Score: Raw -46527.722464 + Penalty 2909.768156 = -43617.954308
  nChanged 93
		SP:Iteration 1F (30430.250000 sec): 3 clusters
  Score: Raw -46803.537056 + Penalty 2909.768156 = -43893.768900
  nChanged 24
		SP:Iteration 2F (30430.270000 sec): 3 clusters
  Score: Raw -46879.923898 + Penalty 2909.768156 = -43970.155742
  nChanged 15
		SP:Iteration 3Q (30430.270000 sec): 3 clusters
  Score: Raw -46925.026965 + Penalty 2909.768156 = -44015.258808
  nChanged 10
		SP:Iteration 4Q (30430.290000 sec): 3 clusters
  Score: Raw -46953.837648 + Penalty 2909.768156 = -44044.069492
  nChanged 9
		SP:Iteration 5Q (30430.300000 sec): 3 clusters
  Score: Raw -46978.500589 + Penalty 2909.768156 = -44068.732432
  nChanged 4
		SP:Iteration 6Q (30430.320000 sec): 3 clusters
  Score: Raw -47013.368337 + Penalty 2909.768156 = -44103.600181
  nChanged 1
		SP:Iteration 7Q (30430.330000 sec): 3 clusters
  Score: Raw -47018.788139 + Penalty 2909.768156 = -44109.019983
  nChanged 1
		SP:Iteration 8Q (30430.350000 sec): 3 clusters
  Score: Raw -47021.579126 + Penalty 2909.768156 = -44111.810970
  nChanged 2
		SP:Iteration 9Q (30430.360000 sec): 3 clusters
  Score: Raw -47026.090037 + Penalty 2909.768156 = -44116.321881
  nChanged 0
		SP:Iteration 10F (30430.380000 sec): 3 clusters
  Score: Raw -47027.836672 + Penalty 2909.768156 = -44118.068516
  nChanged 1
		SP:Iteration 11Q (30430.390000 sec): 3 clusters
  Score: Raw -47046.976828 + Penalty 2909.768156 = -44137.208672
  nChanged 2
		SP:Iteration 12Q (30430.410000 sec): 3 clusters
  Score: Raw -47113.570802 + Penalty 2909.768156 = -44203.802646
  nChanged 4
		SP:Iteration 13Q (30430.420000 sec): 3 clusters
  Score: Raw -47122.917075 + Penalty 2909.768156 = -44213.148919
  nChanged 1
		SP:Iteration 14Q (30430.430000 sec): 3 clusters
  Score: Raw -47124.634722 + Penalty 2909.768156 = -44214.866565
  nChanged 2
		SP:Iteration 15Q (30430.450000 sec): 3 clusters
  Score: Raw -47133.464181 + Penalty 2909.768156 = -44223.696025
  nChanged 1
		SP:Iteration 16Q (30430.460000 sec): 3 clusters
  Score: Raw -47136.695168 + Penalty 2909.768156 = -44226.927011
  nChanged 2
		SP:Iteration 17Q (30430.480000 sec): 3 clusters
  Score: Raw -47154.644172 + Penalty 2909.768156 = -44244.876016
  nChanged 2
		SP:Iteration 18Q (30430.490000 sec): 3 clusters
  Score: Raw -47168.099175 + Penalty 2909.768156 = -44258.331019
  nChanged 3
		SP:Iteration 19Q (30430.510000 sec): 3 clusters
  Score: Raw -47227.830369 + Penalty 2909.768156 = -44318.062212
  nChanged 1
		SP:Iteration 20F (30430.520000 sec): 3 clusters
  Score: Raw -47232.671142 + Penalty 2909.768156 = -44322.902985
  nChanged 1
		SP:Iteration 21Q (30430.540000 sec): 3 clusters
  Score: Raw -47242.789459 + Penalty 2909.768156 = -44333.021303
  nChanged 1
		SP:Iteration 22Q (30430.550000 sec): 3 clusters
  Score: Raw -47260.918156 + Penalty 2909.768156 = -44351.150000
  nChanged 0
		SP:Iteration 23F (30430.570000 sec): 3 clusters
  Score: Raw -47260.918156 + Penalty 2909.768156 = -44351.150000
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30430.600000 sec): 2 clusters
  Score: Raw -85087.283834 + Penalty 1585.610507 = -83501.673327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30430.630000 sec): 3 clusters
  Score: Raw -85122.008860 + Penalty 3171.221014 = -81950.787846
  nChanged 113
		SP:Iteration 1F (30430.650000 sec): 3 clusters
  Score: Raw -85293.691875 + Penalty 3171.221014 = -82122.470861
  nChanged 27
		SP:Iteration 2Q (30430.670000 sec): 3 clusters
  Score: Raw -85340.921890 + Penalty 3171.221014 = -82169.700876
  nChanged 12
		SP:Iteration 3Q (30430.690000 sec): 3 clusters
  Score: Raw -85366.869243 + Penalty 3171.221014 = -82195.648229
  nChanged 14
		SP:Iteration 4Q (30430.710000 sec): 3 clusters
  Score: Raw -85390.724958 + Penalty 3171.221014 = -82219.503944
  nChanged 13
		SP:Iteration 5Q (30430.740000 sec): 3 clusters
  Score: Raw -85435.752361 + Penalty 3171.221014 = -82264.531347
  nChanged 26
		SP:Iteration 6Q (30430.760000 sec): 3 clusters
  Score: Raw -85549.562506 + Penalty 3171.221014 = -82378.341492
  nChanged 38
		SP:Iteration 7F (30430.780000 sec): 3 clusters
  Score: Raw -85727.607567 + Penalty 3171.221014 = -82556.386553
  nChanged 33
		SP:Iteration 8F (30430.810000 sec): 3 clusters
  Score: Raw -85893.237332 + Penalty 3171.221014 = -82722.016318
  nChanged 26
		SP:Iteration 9Q (30430.830000 sec): 3 clusters
  Score: Raw -86032.989180 + Penalty 3171.221014 = -82861.768166
  nChanged 24
		SP:Iteration 10Q (30430.850000 sec): 3 clusters
  Score: Raw -86178.915247 + Penalty 3171.221014 = -83007.694233
  nChanged 18
		SP:Iteration 11Q (30430.870000 sec): 3 clusters
  Score: Raw -86266.383377 + Penalty 3171.221014 = -83095.162363
  nChanged 12
		SP:Iteration 12Q (30430.890000 sec): 3 clusters
  Score: Raw -86319.166278 + Penalty 3171.221014 = -83147.945264
  nChanged 7
		SP:Iteration 13Q (30430.920000 sec): 3 clusters
  Score: Raw -86360.185659 + Penalty 3171.221014 = -83188.964645
  nChanged 5
		SP:Iteration 14Q (30430.940000 sec): 3 clusters
  Score: Raw -86382.967723 + Penalty 3171.221014 = -83211.746709
  nChanged 6
		SP:Iteration 15Q (30430.960000 sec): 3 clusters
  Score: Raw -86399.003261 + Penalty 3171.221014 = -83227.782247
  nChanged 8
		SP:Iteration 16Q (30430.990000 sec): 3 clusters
  Score: Raw -86421.225247 + Penalty 3171.221014 = -83250.004233
  nChanged 4
		SP:Iteration 17Q (30431.010000 sec): 3 clusters
  Score: Raw -86441.335815 + Penalty 3171.221014 = -83270.114801
  nChanged 2
		SP:Iteration 18Q (30431.030000 sec): 3 clusters
  Score: Raw -86444.708067 + Penalty 3171.221014 = -83273.487053
  nChanged 3
		SP:Iteration 19Q (30431.050000 sec): 3 clusters
  Score: Raw -86454.140611 + Penalty 3171.221014 = -83282.919597
  nChanged 6
		SP:Iteration 20F (30431.070000 sec): 3 clusters
  Score: Raw -86491.643252 + Penalty 3171.221014 = -83320.422238
  nChanged 11
		SP:Iteration 21Q (30431.100000 sec): 3 clusters
  Score: Raw -86559.311661 + Penalty 3171.221014 = -83388.090647
  nChanged 11
		SP:Iteration 22Q (30431.120000 sec): 3 clusters
  Score: Raw -86621.982260 + Penalty 3171.221014 = -83450.761246
  nChanged 4
		SP:Iteration 23Q (30431.140000 sec): 3 clusters
  Score: Raw -86639.912246 + Penalty 3171.221014 = -83468.691232
  nChanged 3
		SP:Iteration 24Q (30431.170000 sec): 3 clusters
  Score: Raw -86661.545719 + Penalty 3171.221014 = -83490.324705
  nChanged 4
		SP:Iteration 25Q (30431.190000 sec): 3 clusters
  Score: Raw -86674.584455 + Penalty 3171.221014 = -83503.363441
  nChanged 3
		SP:Iteration 26Q (30431.210000 sec): 3 clusters
  Score: Raw -86684.225107 + Penalty 3171.221014 = -83513.004093
  nChanged 1
		SP:Iteration 27Q (30431.230000 sec): 3 clusters
  Score: Raw -86696.530983 + Penalty 3171.221014 = -83525.309969
  nChanged 1
		SP:Iteration 28Q (30431.260000 sec): 3 clusters
  Score: Raw -86698.736644 + Penalty 3171.221014 = -83527.515630
  nChanged 1
		SP:Iteration 29Q (30431.280000 sec): 3 clusters
  Score: Raw -86700.253024 + Penalty 3171.221014 = -83529.032011
  nChanged 1
		SP:Iteration 30Q (30431.300000 sec): 3 clusters
  Score: Raw -86701.779458 + Penalty 3171.221014 = -83530.558444
  nChanged 1
		SP:Iteration 31Q (30431.330000 sec): 3 clusters
  Score: Raw -86703.331370 + Penalty 3171.221014 = -83532.110356
  nChanged 1
		SP:Iteration 32Q (30431.350000 sec): 3 clusters
  Score: Raw -86705.297820 + Penalty 3171.221014 = -83534.076806
  nChanged 2
		SP:Iteration 33Q (30431.370000 sec): 3 clusters
  Score: Raw -86710.822756 + Penalty 3171.221014 = -83539.601742
  nChanged 1
		SP:Iteration 34Q (30431.390000 sec): 3 clusters
  Score: Raw -86713.329431 + Penalty 3171.221014 = -83542.108417
  nChanged 1
		SP:Iteration 35Q (30431.410000 sec): 3 clusters
  Score: Raw -86715.443157 + Penalty 3171.221014 = -83544.222143
  nChanged 0
		SP:Iteration 36F (30431.440000 sec): 3 clusters
  Score: Raw -86715.443157 + Penalty 3171.221014 = -83544.222143
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Deleting Class 41 (59 points): Lose 2632.648896 but Gain 3262.464713
Iteration 434F (30546.740000 sec): 61 clusters
  Score: Raw -91408942.709228 + Penalty 195747.882798 = -91213194.826430
  nChanged 111
Deleting Class 61 (347 points): Lose 2929.235112 but Gain 3262.464713
Iteration 435F (30660.300000 sec): 60 clusters
  Score: Raw -91407708.029055 + Penalty 192485.418085 = -91215222.610971
  nChanged 338
Iteration 436Q (30740.010000 sec): 60 clusters
  Score: Raw -91408820.466189 + Penalty 192485.418085 = -91216335.048105
  nChanged 32
Iteration 437Q (30820.360000 sec): 60 clusters
  Score: Raw -91408906.793299 + Penalty 192485.418085 = -91216421.375214
  nChanged 12
Iteration 438Q (30899.830000 sec): 60 clusters
  Score: Raw -91408932.518596 + Penalty 192485.418085 = -91216447.100511
  nChanged 5
Iteration 439Q (30979.090000 sec): 60 clusters
  Score: Raw -91408941.534747 + Penalty 192485.418085 = -91216456.116662
  nChanged 3
Iteration 440F (31088.400000 sec): 60 clusters
  Score: Raw -91408951.270717 + Penalty 192485.418085 = -91216465.852633
  nChanged 0
Writing temp clu file 
Because OldScore, -91216456.116662, is greater than current (better) Score,-91216465.852633 
 Compute initial score before splitting:   Score: Raw -91408951.270717 + Penalty 192485.418085 = -91216465.852633
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31088.520000 sec): 2 clusters
  Score: Raw -47382.080999 + Penalty 1467.885676 = -45914.195324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31088.730000 sec): 3 clusters
  Score: Raw -47504.673384 + Penalty 2935.771352 = -44568.902032
  nChanged 56
		SP:Iteration 1F (31088.880000 sec): 3 clusters
  Score: Raw -47676.925052 + Penalty 2935.771352 = -44741.153701
  nChanged 24
		SP:Iteration 2F (31089.050000 sec): 3 clusters
  Score: Raw -47786.924284 + Penalty 2935.771352 = -44851.152933
  nChanged 19
		SP:Iteration 3F (31089.220000 sec): 3 clusters
  Score: Raw -47871.944645 + Penalty 2935.771352 = -44936.173294
  nChanged 12
		SP:Iteration 4Q (31089.400000 sec): 3 clusters
  Score: Raw -47914.911952 + Penalty 2935.771352 = -44979.140600
  nChanged 18
		SP:Iteration 5Q (31089.580000 sec): 3 clusters
  Score: Raw -48004.417979 + Penalty 2935.771352 = -45068.646628
  nChanged 14
		SP:Iteration 6Q (31089.710000 sec): 3 clusters
  Score: Raw -48097.713451 + Penalty 2935.771352 = -45161.942099
  nChanged 13
		SP:Iteration 7Q (31089.760000 sec): 3 clusters
  Score: Raw -48198.351727 + Penalty 2935.771352 = -45262.580376
  nChanged 12
		SP:Iteration 8Q (31089.770000 sec): 3 clusters
  Score: Raw -48367.692546 + Penalty 2935.771352 = -45431.921195
  nChanged 10
		SP:Iteration 9Q (31089.780000 sec): 3 clusters
  Score: Raw -48478.732963 + Penalty 2935.771352 = -45542.961611
  nChanged 6
		SP:Iteration 10Q (31089.790000 sec): 3 clusters
  Score: Raw -48510.854114 + Penalty 2935.771352 = -45575.082762
  nChanged 3
		SP:Iteration 11Q (31089.800000 sec): 3 clusters
  Score: Raw -48538.796331 + Penalty 2935.771352 = -45603.024979
  nChanged 2
		SP:Iteration 12Q (31089.810000 sec): 3 clusters
  Score: Raw -48546.267501 + Penalty 2935.771352 = -45610.496149
  nChanged 0
		SP:Iteration 13F (31089.830000 sec): 3 clusters
  Score: Raw -48546.267501 + Penalty 2935.771352 = -45610.496149
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31089.860000 sec): 2 clusters
  Score: Raw -77326.153581 + Penalty 1532.130140 = -75794.023440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31089.890000 sec): 3 clusters
  Score: Raw -77392.982576 + Penalty 3064.260281 = -74328.722295
  nChanged 102
		SP:Iteration 1F (31089.910000 sec): 3 clusters
  Score: Raw -77606.065648 + Penalty 3064.260281 = -74541.805367
  nChanged 36
		SP:Iteration 2F (31089.930000 sec): 3 clusters
  Score: Raw -77733.762885 + Penalty 3064.260281 = -74669.502604
  nChanged 24
		SP:Iteration 3Q (31089.960000 sec): 3 clusters
  Score: Raw -77787.444743 + Penalty 3064.260281 = -74723.184462
  nChanged 12
		SP:Iteration 4Q (31089.980000 sec): 3 clusters
  Score: Raw -77817.293626 + Penalty 3064.260281 = -74753.033345
  nChanged 9
		SP:Iteration 5Q (31090.000000 sec): 3 clusters
  Score: Raw -77839.993395 + Penalty 3064.260281 = -74775.733115
  nChanged 6
		SP:Iteration 6Q (31090.020000 sec): 3 clusters
  Score: Raw -77857.964826 + Penalty 3064.260281 = -74793.704546
  nChanged 6
		SP:Iteration 7Q (31090.040000 sec): 3 clusters
  Score: Raw -77871.330769 + Penalty 3064.260281 = -74807.070489
  nChanged 1
		SP:Iteration 8Q (31090.070000 sec): 3 clusters
  Score: Raw -77874.115789 + Penalty 3064.260281 = -74809.855508
  nChanged 2
		SP:Iteration 9Q (31090.090000 sec): 3 clusters
  Score: Raw -77882.738279 + Penalty 3064.260281 = -74818.477998
  nChanged 2
		SP:Iteration 10Q (31090.120000 sec): 3 clusters
  Score: Raw -77886.804893 + Penalty 3064.260281 = -74822.544613
  nChanged 1
		SP:Iteration 11Q (31090.140000 sec): 3 clusters
  Score: Raw -77892.624758 + Penalty 3064.260281 = -74828.364478
  nChanged 1
		SP:Iteration 12Q (31090.240000 sec): 3 clusters
  Score: Raw -77896.639880 + Penalty 3064.260281 = -74832.379600
  nChanged 4
		SP:Iteration 13Q (31090.260000 sec): 3 clusters
  Score: Raw -77908.673049 + Penalty 3064.260281 = -74844.412768
  nChanged 5
		SP:Iteration 14Q (31090.290000 sec): 3 clusters
  Score: Raw -77922.011769 + Penalty 3064.260281 = -74857.751488
  nChanged 3
		SP:Iteration 15Q (31090.310000 sec): 3 clusters
  Score: Raw -77929.069587 + Penalty 3064.260281 = -74864.809307
  nChanged 0
		SP:Iteration 16F (31090.330000 sec): 3 clusters
  Score: Raw -77929.069587 + Penalty 3064.260281 = -74864.809307
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31090.380000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31090.410000 sec): 3 clusters
  Score: Raw -221765.171539 + Penalty 3514.607126 = -218250.564413
  nChanged 317
		SP:Iteration 1F (31090.450000 sec): 3 clusters
  Score: Raw -222064.577862 + Penalty 3514.607126 = -218549.970735
  nChanged 65
		SP:Iteration 2F (31090.480000 sec): 3 clusters
  Score: Raw -222162.388251 + Penalty 3514.607126 = -218647.781125
  nChanged 45
		SP:Iteration 3Q (31090.510000 sec): 3 clusters
  Score: Raw -222220.261289 + Penalty 3514.607126 = -218705.654162
  nChanged 22
		SP:Iteration 4Q (31090.550000 sec): 3 clusters
  Score: Raw -222245.310952 + Penalty 3514.607126 = -218730.703826
  nChanged 15
		SP:Iteration 5Q (31090.580000 sec): 3 clusters
  Score: Raw -222259.270595 + Penalty 3514.607126 = -218744.663469
  nChanged 11
		SP:Iteration 6Q (31090.610000 sec): 3 clusters
  Score: Raw -222275.431838 + Penalty 3514.607126 = -218760.824712
  nChanged 11
		SP:Iteration 7Q (31090.640000 sec): 3 clusters
  Score: Raw -222286.071135 + Penalty 3514.607126 = -218771.464009
  nChanged 10
		SP:Iteration 8Q (31090.670000 sec): 3 clusters
  Score: Raw -222295.059744 + Penalty 3514.607126 = -218780.452618
  nChanged 5
		SP:Iteration 9Q (31090.710000 sec): 3 clusters
  Score: Raw -222298.674677 + Penalty 3514.607126 = -218784.067551
  nChanged 3
		SP:Iteration 10Q (31090.740000 sec): 3 clusters
  Score: Raw -222303.893380 + Penalty 3514.607126 = -218789.286254
  nChanged 2
		SP:Iteration 11Q (31090.770000 sec): 3 clusters
  Score: Raw -222305.102973 + Penalty 3514.607126 = -218790.495846
  nChanged 0
		SP:Iteration 12F (31090.810000 sec): 3 clusters
  Score: Raw -222305.102973 + Penalty 3514.607126 = -218790.495846
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31090.830000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31090.840000 sec): 3 clusters
  Score: Raw -26986.944451 + Penalty 2544.429763 = -24442.514688
  nChanged 10
		SP:Iteration 1F (31090.850000 sec): 3 clusters
  Score: Raw -27039.142222 + Penalty 2544.429763 = -24494.712459
  nChanged 2
		SP:Iteration 2Q (31090.860000 sec): 3 clusters
  Score: Raw -27056.884010 + Penalty 2544.429763 = -24512.454248
  nChanged 1
		SP:Iteration 3Q (31090.870000 sec): 3 clusters
  Score: Raw -27065.744128 + Penalty 2544.429763 = -24521.314365
  nChanged 1
		SP:Iteration 4Q (31090.870000 sec): 3 clusters
  Score: Raw -27068.311379 + Penalty 2544.429763 = -24523.881616
  nChanged 0
		SP:Iteration 5F (31090.880000 sec): 3 clusters
  Score: Raw -27068.311379 + Penalty 2544.429763 = -24523.881616
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31090.990000 sec): 2 clusters
  Score: Raw -903923.141202 + Penalty 2117.903304 = -901805.237897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31091.210000 sec): 3 clusters
  Score: Raw -901491.479533 + Penalty 4235.806608 = -897255.672924
  nChanged 1965
		SP:Iteration 1F (31091.370000 sec): 3 clusters
  Score: Raw -902611.930378 + Penalty 4235.806608 = -898376.123770
  nChanged 349
		SP:Iteration 2F (31091.570000 sec): 3 clusters
  Score: Raw -902821.187727 + Penalty 4235.806608 = -898585.381119
  nChanged 243
		SP:Iteration 3Q (31091.770000 sec): 3 clusters
  Score: Raw -902967.923132 + Penalty 4235.806608 = -898732.116523
  nChanged 201
		SP:Iteration 4Q (31091.980000 sec): 3 clusters
  Score: Raw -903079.842024 + Penalty 4235.806608 = -898844.035416
  nChanged 157
		SP:Iteration 5Q (31092.180000 sec): 3 clusters
  Score: Raw -903162.398025 + Penalty 4235.806608 = -898926.591417
  nChanged 134
		SP:Iteration 6Q (31092.380000 sec): 3 clusters
  Score: Raw -903232.469132 + Penalty 4235.806608 = -898996.662523
  nChanged 127
		SP:Iteration 7Q (31092.590000 sec): 3 clusters
  Score: Raw -903299.957499 + Penalty 4235.806608 = -899064.150890
  nChanged 121
		SP:Iteration 8Q (31092.790000 sec): 3 clusters
  Score: Raw -903355.818547 + Penalty 4235.806608 = -899120.011938
  nChanged 100
		SP:Iteration 9Q (31092.990000 sec): 3 clusters
  Score: Raw -903403.615186 + Penalty 4235.806608 = -899167.808578
  nChanged 102
		SP:Iteration 10Q (31093.200000 sec): 3 clusters
  Score: Raw -903446.724357 + Penalty 4235.806608 = -899210.917748
  nChanged 87
		SP:Iteration 11Q (31093.400000 sec): 3 clusters
  Score: Raw -903484.866352 + Penalty 4235.806608 = -899249.059743
  nChanged 65
		SP:Iteration 12Q (31093.600000 sec): 3 clusters
  Score: Raw -903515.524105 + Penalty 4235.806608 = -899279.717497
  nChanged 80
		SP:Iteration 13Q (31093.810000 sec): 3 clusters
  Score: Raw -903552.502143 + Penalty 4235.806608 = -899316.695534
  nChanged 86
		SP:Iteration 14Q (31094.010000 sec): 3 clusters
  Score: Raw -903591.825627 + Penalty 4235.806608 = -899356.019018
  nChanged 59
		SP:Iteration 15Q (31094.210000 sec): 3 clusters
  Score: Raw -903622.406677 + Penalty 4235.806608 = -899386.600068
  nChanged 65
		SP:Iteration 16Q (31094.420000 sec): 3 clusters
  Score: Raw -903647.652339 + Penalty 4235.806608 = -899411.845730
  nChanged 52
		SP:Iteration 17Q (31094.620000 sec): 3 clusters
  Score: Raw -903670.369882 + Penalty 4235.806608 = -899434.563274
  nChanged 56
		SP:Iteration 18Q (31094.820000 sec): 3 clusters
  Score: Raw -903696.709196 + Penalty 4235.806608 = -899460.902587
  nChanged 45
		SP:Iteration 19Q (31095.030000 sec): 3 clusters
  Score: Raw -903714.945700 + Penalty 4235.806608 = -899479.139092
  nChanged 38
		SP:Iteration 20F (31095.230000 sec): 3 clusters
  Score: Raw -903729.010737 + Penalty 4235.806608 = -899493.204128
  nChanged 32
		SP:Iteration 21Q (31095.430000 sec): 3 clusters
  Score: Raw -903739.446295 + Penalty 4235.806608 = -899503.639686
  nChanged 29
		SP:Iteration 22Q (31095.640000 sec): 3 clusters
  Score: Raw -903749.289419 + Penalty 4235.806608 = -899513.482811
  nChanged 29
		SP:Iteration 23Q (31095.840000 sec): 3 clusters
  Score: Raw -903758.222396 + Penalty 4235.806608 = -899522.415788
  nChanged 21
		SP:Iteration 24Q (31096.050000 sec): 3 clusters
  Score: Raw -903767.259913 + Penalty 4235.806608 = -899531.453304
  nChanged 26
		SP:Iteration 25Q (31096.250000 sec): 3 clusters
  Score: Raw -903774.598753 + Penalty 4235.806608 = -899538.792144
  nChanged 23
		SP:Iteration 26Q (31096.450000 sec): 3 clusters
  Score: Raw -903781.667773 + Penalty 4235.806608 = -899545.861164
  nChanged 17
		SP:Iteration 27Q (31096.650000 sec): 3 clusters
  Score: Raw -903788.400666 + Penalty 4235.806608 = -899552.594058
  nChanged 19
		SP:Iteration 28Q (31096.860000 sec): 3 clusters
  Score: Raw -903794.884593 + Penalty 4235.806608 = -899559.077984
  nChanged 18
		SP:Iteration 29Q (31097.060000 sec): 3 clusters
  Score: Raw -903800.845504 + Penalty 4235.806608 = -899565.038896
  nChanged 18
		SP:Iteration 30Q (31097.270000 sec): 3 clusters
  Score: Raw -903806.185884 + Penalty 4235.806608 = -899570.379276
  nChanged 20
		SP:Iteration 31Q (31097.470000 sec): 3 clusters
  Score: Raw -903811.836248 + Penalty 4235.806608 = -899576.029639
  nChanged 25
		SP:Iteration 32Q (31097.670000 sec): 3 clusters
  Score: Raw -903820.188786 + Penalty 4235.806608 = -899584.382177
  nChanged 21
		SP:Iteration 33Q (31097.870000 sec): 3 clusters
  Score: Raw -903828.144565 + Penalty 4235.806608 = -899592.337957
  nChanged 26
		SP:Iteration 34Q (31098.160000 sec): 3 clusters
  Score: Raw -903838.524590 + Penalty 4235.806608 = -899602.717982
  nChanged 25
		SP:Iteration 35Q (31098.280000 sec): 3 clusters
  Score: Raw -903849.826753 + Penalty 4235.806608 = -899614.020145
  nChanged 25
		SP:Iteration 36Q (31098.440000 sec): 3 clusters
  Score: Raw -903857.743688 + Penalty 4235.806608 = -899621.937080
  nChanged 18
		SP:Iteration 37Q (31098.600000 sec): 3 clusters
  Score: Raw -903862.541287 + Penalty 4235.806608 = -899626.734678
  nChanged 11
		SP:Iteration 38Q (31098.810000 sec): 3 clusters
  Score: Raw -903865.742125 + Penalty 4235.806608 = -899629.935516
  nChanged 13
		SP:Iteration 39Q (31098.970000 sec): 3 clusters
  Score: Raw -903870.430766 + Penalty 4235.806608 = -899634.624157
  nChanged 11
		SP:Iteration 40F (31099.130000 sec): 3 clusters
  Score: Raw -903873.523447 + Penalty 4235.806608 = -899637.716838
  nChanged 11
		SP:Iteration 41Q (31099.290000 sec): 3 clusters
  Score: Raw -903876.016387 + Penalty 4235.806608 = -899640.209778
  nChanged 7
		SP:Iteration 42Q (31099.450000 sec): 3 clusters
  Score: Raw -903877.588680 + Penalty 4235.806608 = -899641.782072
  nChanged 7
		SP:Iteration 43Q (31099.610000 sec): 3 clusters
  Score: Raw -903878.934370 + Penalty 4235.806608 = -899643.127762
  nChanged 6
		SP:Iteration 44Q (31099.770000 sec): 3 clusters
  Score: Raw -903880.055253 + Penalty 4235.806608 = -899644.248645
  nChanged 3
		SP:Iteration 45Q (31099.930000 sec): 3 clusters
  Score: Raw -903880.660304 + Penalty 4235.806608 = -899644.853695
  nChanged 2
		SP:Iteration 46Q (31100.140000 sec): 3 clusters
  Score: Raw -903881.452821 + Penalty 4235.806608 = -899645.646212
  nChanged 5
		SP:Iteration 47Q (31100.300000 sec): 3 clusters
  Score: Raw -903882.876670 + Penalty 4235.806608 = -899647.070062
  nChanged 8
		SP:Iteration 48Q (31100.460000 sec): 3 clusters
  Score: Raw -903885.024267 + Penalty 4235.806608 = -899649.217659
  nChanged 7
		SP:Iteration 49Q (31100.650000 sec): 3 clusters
  Score: Raw -903886.477687 + Penalty 4235.806608 = -899650.671079
  nChanged 8
		SP:Iteration 50Q (31100.830000 sec): 3 clusters
  Score: Raw -903888.539350 + Penalty 4235.806608 = -899652.732741
  nChanged 8
		SP:Iteration 51Q (31100.990000 sec): 3 clusters
  Score: Raw -903890.133392 + Penalty 4235.806608 = -899654.326783
  nChanged 6
		SP:Iteration 52Q (31101.150000 sec): 3 clusters
  Score: Raw -903892.621448 + Penalty 4235.806608 = -899656.814839
  nChanged 7
		SP:Iteration 53Q (31101.310000 sec): 3 clusters
  Score: Raw -903894.825399 + Penalty 4235.806608 = -899659.018790
  nChanged 8
		SP:Iteration 54Q (31101.470000 sec): 3 clusters
  Score: Raw -903897.176424 + Penalty 4235.806608 = -899661.369815
  nChanged 12
		SP:Iteration 55Q (31101.630000 sec): 3 clusters
  Score: Raw -903901.587539 + Penalty 4235.806608 = -899665.780931
  nChanged 12
		SP:Iteration 56Q (31101.790000 sec): 3 clusters
  Score: Raw -903905.796018 + Penalty 4235.806608 = -899669.989409
  nChanged 9
		SP:Iteration 57Q (31101.950000 sec): 3 clusters
  Score: Raw -903909.054958 + Penalty 4235.806608 = -899673.248350
  nChanged 10
		SP:Iteration 58Q (31102.110000 sec): 3 clusters
  Score: Raw -903911.759639 + Penalty 4235.806608 = -899675.953031
  nChanged 6
		SP:Iteration 59Q (31102.270000 sec): 3 clusters
  Score: Raw -903913.425283 + Penalty 4235.806608 = -899677.618675
  nChanged 8
		SP:Iteration 60F (31102.430000 sec): 3 clusters
  Score: Raw -903915.463644 + Penalty 4235.806608 = -899679.657036
  nChanged 6
		SP:Iteration 61Q (31102.590000 sec): 3 clusters
  Score: Raw -903917.548098 + Penalty 4235.806608 = -899681.741489
  nChanged 8
		SP:Iteration 62Q (31102.800000 sec): 3 clusters
  Score: Raw -903919.319246 + Penalty 4235.806608 = -899683.512638
  nChanged 8
		SP:Iteration 63Q (31102.960000 sec): 3 clusters
  Score: Raw -903921.371549 + Penalty 4235.806608 = -899685.564940
  nChanged 8
		SP:Iteration 64Q (31103.120000 sec): 3 clusters
  Score: Raw -903923.977252 + Penalty 4235.806608 = -899688.170644
  nChanged 10
		SP:Iteration 65Q (31103.310000 sec): 3 clusters
  Score: Raw -903925.928363 + Penalty 4235.806608 = -899690.121754
  nChanged 6
		SP:Iteration 66Q (31103.490000 sec): 3 clusters
  Score: Raw -903927.574380 + Penalty 4235.806608 = -899691.767771
  nChanged 7
		SP:Iteration 67Q (31103.690000 sec): 3 clusters
  Score: Raw -903929.949009 + Penalty 4235.806608 = -899694.142400
  nChanged 5
		SP:Iteration 68Q (31103.890000 sec): 3 clusters
  Score: Raw -903931.581536 + Penalty 4235.806608 = -899695.774928
  nChanged 0
		SP:Iteration 69F (31104.050000 sec): 3 clusters
  Score: Raw -903931.581536 + Penalty 4235.806608 = -899695.774928
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31104.140000 sec): 2 clusters
  Score: Raw -60584.710349 + Penalty 1500.918114 = -59083.792235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31104.310000 sec): 3 clusters
  Score: Raw -60986.877707 + Penalty 3001.836228 = -57985.041479
  nChanged 117
		SP:Iteration 1F (31104.490000 sec): 3 clusters
  Score: Raw -61563.438582 + Penalty 3001.836228 = -58561.602354
  nChanged 38
		SP:Iteration 2F (31104.660000 sec): 3 clusters
  Score: Raw -61769.669004 + Penalty 3001.836228 = -58767.832776
  nChanged 16
		SP:Iteration 3Q (31104.840000 sec): 3 clusters
  Score: Raw -61875.492776 + Penalty 3001.836228 = -58873.656548
  nChanged 9
		SP:Iteration 4Q (31105.010000 sec): 3 clusters
  Score: Raw -61913.355167 + Penalty 3001.836228 = -58911.518939
  nChanged 1
		SP:Iteration 5Q (31105.190000 sec): 3 clusters
  Score: Raw -61915.389413 + Penalty 3001.836228 = -58913.553185
  nChanged 0
		SP:Iteration 6F (31105.370000 sec): 3 clusters
  Score: Raw -61915.389413 + Penalty 3001.836228 = -58913.553185
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31105.450000 sec): 2 clusters
  Score: Raw -280554.485955 + Penalty 1817.289574 = -278737.196381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31105.630000 sec): 3 clusters
  Score: Raw -280066.091238 + Penalty 3634.579147 = -276431.512091
  nChanged 449
		SP:Iteration 1F (31105.810000 sec): 3 clusters
  Score: Raw -280454.368483 + Penalty 3634.579147 = -276819.789336
  nChanged 121
		SP:Iteration 2F (31105.980000 sec): 3 clusters
  Score: Raw -280576.318594 + Penalty 3634.579147 = -276941.739447
  nChanged 70
		SP:Iteration 3Q (31106.160000 sec): 3 clusters
  Score: Raw -280636.863967 + Penalty 3634.579147 = -277002.284820
  nChanged 31
		SP:Iteration 4Q (31106.330000 sec): 3 clusters
  Score: Raw -280667.287779 + Penalty 3634.579147 = -277032.708632
  nChanged 25
		SP:Iteration 5Q (31106.510000 sec): 3 clusters
  Score: Raw -280688.511783 + Penalty 3634.579147 = -277053.932636
  nChanged 18
		SP:Iteration 6Q (31106.690000 sec): 3 clusters
  Score: Raw -280704.959481 + Penalty 3634.579147 = -277070.380334
  nChanged 19
		SP:Iteration 7Q (31106.860000 sec): 3 clusters
  Score: Raw -280727.592570 + Penalty 3634.579147 = -277093.013422
  nChanged 18
		SP:Iteration 8Q (31107.040000 sec): 3 clusters
  Score: Raw -280744.010236 + Penalty 3634.579147 = -277109.431089
  nChanged 15
		SP:Iteration 9Q (31107.210000 sec): 3 clusters
  Score: Raw -280755.208277 + Penalty 3634.579147 = -277120.629130
  nChanged 7
		SP:Iteration 10Q (31107.390000 sec): 3 clusters
  Score: Raw -280760.302457 + Penalty 3634.579147 = -277125.723310
  nChanged 7
		SP:Iteration 11Q (31107.570000 sec): 3 clusters
  Score: Raw -280767.361454 + Penalty 3634.579147 = -277132.782307
  nChanged 5
		SP:Iteration 12Q (31107.740000 sec): 3 clusters
  Score: Raw -280770.536310 + Penalty 3634.579147 = -277135.957163
  nChanged 9
		SP:Iteration 13Q (31107.910000 sec): 3 clusters
  Score: Raw -280776.815369 + Penalty 3634.579147 = -277142.236222
  nChanged 4
		SP:Iteration 14Q (31108.090000 sec): 3 clusters
  Score: Raw -280779.481917 + Penalty 3634.579147 = -277144.902770
  nChanged 2
		SP:Iteration 15Q (31108.270000 sec): 3 clusters
  Score: Raw -280781.640913 + Penalty 3634.579147 = -277147.061766
  nChanged 2
		SP:Iteration 16Q (31108.440000 sec): 3 clusters
  Score: Raw -280783.147004 + Penalty 3634.579147 = -277148.567857
  nChanged 1
		SP:Iteration 17Q (31108.620000 sec): 3 clusters
  Score: Raw -280783.662724 + Penalty 3634.579147 = -277149.083577
  nChanged 3
		SP:Iteration 18Q (31108.790000 sec): 3 clusters
  Score: Raw -280788.532507 + Penalty 3634.579147 = -277153.953360
  nChanged 2
		SP:Iteration 19Q (31108.970000 sec): 3 clusters
  Score: Raw -280789.722499 + Penalty 3634.579147 = -277155.143352
  nChanged 3
		SP:Iteration 20F (31109.150000 sec): 3 clusters
  Score: Raw -280791.934571 + Penalty 3634.579147 = -277157.355424
  nChanged 2
		SP:Iteration 21Q (31109.320000 sec): 3 clusters
  Score: Raw -280793.354979 + Penalty 3634.579147 = -277158.775832
  nChanged 2
		SP:Iteration 22Q (31109.500000 sec): 3 clusters
  Score: Raw -280795.025556 + Penalty 3634.579147 = -277160.446409
  nChanged 2
		SP:Iteration 23Q (31109.670000 sec): 3 clusters
  Score: Raw -280796.611559 + Penalty 3634.579147 = -277162.032412
  nChanged 3
		SP:Iteration 24Q (31109.850000 sec): 3 clusters
  Score: Raw -280798.025942 + Penalty 3634.579147 = -277163.446795
  nChanged 0
		SP:Iteration 25F (31110.030000 sec): 3 clusters
  Score: Raw -280798.025942 + Penalty 3634.579147 = -277163.446795
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31110.110000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31110.290000 sec): 3 clusters
  Score: Raw -27778.037930 + Penalty 2742.596827 = -25035.441102
  nChanged 41
		SP:Iteration 1F (31110.470000 sec): 3 clusters
  Score: Raw -27932.036451 + Penalty 2742.596827 = -25189.439623
  nChanged 7
		SP:Iteration 2Q (31110.640000 sec): 3 clusters
  Score: Raw -27957.462766 + Penalty 2742.596827 = -25214.865939
  nChanged 4
		SP:Iteration 3Q (31110.820000 sec): 3 clusters
  Score: Raw -27972.316329 + Penalty 2742.596827 = -25229.719502
  nChanged 1
		SP:Iteration 4Q (31110.990000 sec): 3 clusters
  Score: Raw -27973.719254 + Penalty 2742.596827 = -25231.122426
  nChanged 0
		SP:Iteration 5F (31111.170000 sec): 3 clusters
  Score: Raw -27973.719254 + Penalty 2742.596827 = -25231.122426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31111.260000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31111.430000 sec): 3 clusters
  Score: Raw -218574.839047 + Penalty 3502.847050 = -215071.991997
  nChanged 294
		SP:Iteration 1F (31111.610000 sec): 3 clusters
  Score: Raw -218870.528260 + Penalty 3502.847050 = -215367.681210
  nChanged 86
		SP:Iteration 2F (31111.790000 sec): 3 clusters
  Score: Raw -219017.029439 + Penalty 3502.847050 = -215514.182389
  nChanged 62
		SP:Iteration 3F (31111.960000 sec): 3 clusters
  Score: Raw -219103.703621 + Penalty 3502.847050 = -215600.856572
  nChanged 32
		SP:Iteration 4Q (31112.140000 sec): 3 clusters
  Score: Raw -219153.235535 + Penalty 3502.847050 = -215650.388486
  nChanged 32
		SP:Iteration 5Q (31112.310000 sec): 3 clusters
  Score: Raw -219203.813147 + Penalty 3502.847050 = -215700.966097
  nChanged 28
		SP:Iteration 6Q (31112.490000 sec): 3 clusters
  Score: Raw -219253.287507 + Penalty 3502.847050 = -215750.440458
  nChanged 28
		SP:Iteration 7Q (31112.660000 sec): 3 clusters
  Score: Raw -219310.736974 + Penalty 3502.847050 = -215807.889924
  nChanged 30
		SP:Iteration 8Q (31112.840000 sec): 3 clusters
  Score: Raw -219367.709973 + Penalty 3502.847050 = -215864.862924
  nChanged 30
		SP:Iteration 9Q (31113.010000 sec): 3 clusters
  Score: Raw -219429.708460 + Penalty 3502.847050 = -215926.861410
  nChanged 32
		SP:Iteration 10Q (31113.190000 sec): 3 clusters
  Score: Raw -219480.535610 + Penalty 3502.847050 = -215977.688560
  nChanged 25
		SP:Iteration 11Q (31113.370000 sec): 3 clusters
  Score: Raw -219516.328366 + Penalty 3502.847050 = -216013.481317
  nChanged 22
		SP:Iteration 12Q (31113.540000 sec): 3 clusters
  Score: Raw -219550.858562 + Penalty 3502.847050 = -216048.011512
  nChanged 20
		SP:Iteration 13Q (31113.720000 sec): 3 clusters
  Score: Raw -219575.021626 + Penalty 3502.847050 = -216072.174577
  nChanged 22
		SP:Iteration 14Q (31113.890000 sec): 3 clusters
  Score: Raw -219607.221090 + Penalty 3502.847050 = -216104.374040
  nChanged 21
		SP:Iteration 15Q (31114.070000 sec): 3 clusters
  Score: Raw -219639.653367 + Penalty 3502.847050 = -216136.806317
  nChanged 17
		SP:Iteration 16Q (31114.250000 sec): 3 clusters
  Score: Raw -219659.368546 + Penalty 3502.847050 = -216156.521497
  nChanged 12
		SP:Iteration 17Q (31114.420000 sec): 3 clusters
  Score: Raw -219680.044022 + Penalty 3502.847050 = -216177.196973
  nChanged 11
		SP:Iteration 18Q (31114.600000 sec): 3 clusters
  Score: Raw -219700.007467 + Penalty 3502.847050 = -216197.160418
  nChanged 10
		SP:Iteration 19Q (31114.770000 sec): 3 clusters
  Score: Raw -219719.336478 + Penalty 3502.847050 = -216216.489428
  nChanged 12
		SP:Iteration 20F (31114.950000 sec): 3 clusters
  Score: Raw -219739.943529 + Penalty 3502.847050 = -216237.096479
  nChanged 10
		SP:Iteration 21Q (31115.130000 sec): 3 clusters
  Score: Raw -219755.057356 + Penalty 3502.847050 = -216252.210306
  nChanged 8
		SP:Iteration 22Q (31115.290000 sec): 3 clusters
  Score: Raw -219774.172889 + Penalty 3502.847050 = -216271.325839
  nChanged 9
		SP:Iteration 23Q (31115.320000 sec): 3 clusters
  Score: Raw -219786.968122 + Penalty 3502.847050 = -216284.121072
  nChanged 5
		SP:Iteration 24Q (31115.350000 sec): 3 clusters
  Score: Raw -219791.694350 + Penalty 3502.847050 = -216288.847301
  nChanged 0
		SP:Iteration 25F (31115.380000 sec): 3 clusters
  Score: Raw -219791.694350 + Penalty 3502.847050 = -216288.847301
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31115.410000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31115.420000 sec): 3 clusters
  Score: Raw -37313.435708 + Penalty 2681.957199 = -34631.478509
  nChanged 16
		SP:Iteration 1F (31115.430000 sec): 3 clusters
  Score: Raw -37377.287060 + Penalty 2681.957199 = -34695.329861
  nChanged 5
		SP:Iteration 2Q (31115.430000 sec): 3 clusters
  Score: Raw -37402.189691 + Penalty 2681.957199 = -34720.232492
  nChanged 2
		SP:Iteration 3Q (31115.440000 sec): 3 clusters
  Score: Raw -37412.657796 + Penalty 2681.957199 = -34730.700597
  nChanged 0
		SP:Iteration 4F (31115.450000 sec): 3 clusters
  Score: Raw -37412.657796 + Penalty 2681.957199 = -34730.700597
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31115.480000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31115.490000 sec): 3 clusters
  Score: Raw -33594.511413 + Penalty 2652.165335 = -30942.346077
  nChanged 22
		SP:Iteration 1F (31115.500000 sec): 3 clusters
  Score: Raw -33720.948152 + Penalty 2652.165335 = -31068.782816
  nChanged 5
		SP:Iteration 2Q (31115.510000 sec): 3 clusters
  Score: Raw -33754.452336 + Penalty 2652.165335 = -31102.287001
  nChanged 0
		SP:Iteration 3F (31115.510000 sec): 3 clusters
  Score: Raw -33754.452336 + Penalty 2652.165335 = -31102.287001
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31115.530000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31115.540000 sec): 3 clusters
  Score: Raw -35798.216863 + Penalty 2707.954415 = -33090.262448
  nChanged 19
		SP:Iteration 1F (31115.550000 sec): 3 clusters
  Score: Raw -35873.377267 + Penalty 2707.954415 = -33165.422852
  nChanged 7
		SP:Iteration 2Q (31115.560000 sec): 3 clusters
  Score: Raw -35908.388454 + Penalty 2707.954415 = -33200.434039
  nChanged 3
		SP:Iteration 3Q (31115.570000 sec): 3 clusters
  Score: Raw -35921.642273 + Penalty 2707.954415 = -33213.687858
  nChanged 1
		SP:Iteration 4Q (31115.570000 sec): 3 clusters
  Score: Raw -35926.361499 + Penalty 2707.954415 = -33218.407084
  nChanged 1
		SP:Iteration 5Q (31115.580000 sec): 3 clusters
  Score: Raw -35929.355119 + Penalty 2707.954415 = -33221.400704
  nChanged 2
		SP:Iteration 6Q (31115.590000 sec): 3 clusters
  Score: Raw -35940.103504 + Penalty 2707.954415 = -33232.149089
  nChanged 2
		SP:Iteration 7Q (31115.590000 sec): 3 clusters
  Score: Raw -35950.213830 + Penalty 2707.954415 = -33242.259415
  nChanged 0
		SP:Iteration 8F (31115.600000 sec): 3 clusters
  Score: Raw -35950.213830 + Penalty 2707.954415 = -33242.259415
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31115.790000 sec): 2 clusters
  Score: Raw -2515304.849951 + Penalty 2359.836401 = -2512945.013550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31116.100000 sec): 3 clusters
  Score: Raw -2507753.365139 + Penalty 4719.672802 = -2503033.692337
  nChanged 5771
		SP:Iteration 1F (31116.390000 sec): 3 clusters
  Score: Raw -2510818.651094 + Penalty 4719.672802 = -2506098.978292
  nChanged 775
		SP:Iteration 2F (31116.680000 sec): 3 clusters
  Score: Raw -2511141.054891 + Penalty 4719.672802 = -2506421.382089
  nChanged 644
		SP:Iteration 3Q (31116.970000 sec): 3 clusters
  Score: Raw -2511411.132231 + Penalty 4719.672802 = -2506691.459429
  nChanged 592
		SP:Iteration 4Q (31117.210000 sec): 3 clusters
  Score: Raw -2511678.140867 + Penalty 4719.672802 = -2506958.468065
  nChanged 604
		SP:Iteration 5Q (31117.480000 sec): 3 clusters
  Score: Raw -2511991.631153 + Penalty 4719.672802 = -2507271.958352
  nChanged 642
		SP:Iteration 6Q (31117.770000 sec): 3 clusters
  Score: Raw -2512385.788156 + Penalty 4719.672802 = -2507666.115354
  nChanged 671
		SP:Iteration 7Q (31118.060000 sec): 3 clusters
  Score: Raw -2512866.618897 + Penalty 4719.672802 = -2508146.946095
  nChanged 701
		SP:Iteration 8F (31118.360000 sec): 3 clusters
  Score: Raw -2513407.279842 + Penalty 4719.672802 = -2508687.607040
  nChanged 633
		SP:Iteration 9Q (31118.650000 sec): 3 clusters
  Score: Raw -2513890.038745 + Penalty 4719.672802 = -2509170.365944
  nChanged 506
		SP:Iteration 10Q (31118.940000 sec): 3 clusters
  Score: Raw -2514295.624856 + Penalty 4719.672802 = -2509575.952055
  nChanged 414
		SP:Iteration 11Q (31119.240000 sec): 3 clusters
  Score: Raw -2514626.963724 + Penalty 4719.672802 = -2509907.290922
  nChanged 346
		SP:Iteration 12Q (31119.530000 sec): 3 clusters
  Score: Raw -2514918.032501 + Penalty 4719.672802 = -2510198.359699
  nChanged 272
		SP:Iteration 13Q (31119.830000 sec): 3 clusters
  Score: Raw -2515114.709324 + Penalty 4719.672802 = -2510395.036522
  nChanged 212
		SP:Iteration 14Q (31120.120000 sec): 3 clusters
  Score: Raw -2515283.218006 + Penalty 4719.672802 = -2510563.545205
  nChanged 191
		SP:Iteration 15Q (31120.400000 sec): 3 clusters
  Score: Raw -2515404.448023 + Penalty 4719.672802 = -2510684.775221
  nChanged 119
		SP:Iteration 16Q (31120.700000 sec): 3 clusters
  Score: Raw -2515481.970976 + Penalty 4719.672802 = -2510762.298175
  nChanged 86
		SP:Iteration 17Q (31120.990000 sec): 3 clusters
  Score: Raw -2515530.452773 + Penalty 4719.672802 = -2510810.779972
  nChanged 64
		SP:Iteration 18Q (31121.290000 sec): 3 clusters
  Score: Raw -2515569.818340 + Penalty 4719.672802 = -2510850.145539
  nChanged 53
		SP:Iteration 19Q (31121.540000 sec): 3 clusters
  Score: Raw -2515597.280195 + Penalty 4719.672802 = -2510877.607393
  nChanged 38
		SP:Iteration 20F (31121.830000 sec): 3 clusters
  Score: Raw -2515616.313085 + Penalty 4719.672802 = -2510896.640283
  nChanged 46
		SP:Iteration 21Q (31122.120000 sec): 3 clusters
  Score: Raw -2515640.700820 + Penalty 4719.672802 = -2510921.028018
  nChanged 35
		SP:Iteration 22Q (31122.380000 sec): 3 clusters
  Score: Raw -2515663.083701 + Penalty 4719.672802 = -2510943.410900
  nChanged 28
		SP:Iteration 23Q (31122.620000 sec): 3 clusters
  Score: Raw -2515677.876342 + Penalty 4719.672802 = -2510958.203541
  nChanged 26
		SP:Iteration 24Q (31122.920000 sec): 3 clusters
  Score: Raw -2515691.474952 + Penalty 4719.672802 = -2510971.802150
  nChanged 24
		SP:Iteration 25Q (31123.210000 sec): 3 clusters
  Score: Raw -2515705.080888 + Penalty 4719.672802 = -2510985.408086
  nChanged 18
		SP:Iteration 26Q (31123.500000 sec): 3 clusters
  Score: Raw -2515713.587402 + Penalty 4719.672802 = -2510993.914601
  nChanged 18
		SP:Iteration 27Q (31123.790000 sec): 3 clusters
  Score: Raw -2515722.735630 + Penalty 4719.672802 = -2511003.062828
  nChanged 9
		SP:Iteration 28Q (31124.080000 sec): 3 clusters
  Score: Raw -2515728.353664 + Penalty 4719.672802 = -2511008.680863
  nChanged 14
		SP:Iteration 29Q (31124.380000 sec): 3 clusters
  Score: Raw -2515735.266047 + Penalty 4719.672802 = -2511015.593245
  nChanged 13
		SP:Iteration 30Q (31124.670000 sec): 3 clusters
  Score: Raw -2515741.992621 + Penalty 4719.672802 = -2511022.319819
  nChanged 5
		SP:Iteration 31Q (31124.960000 sec): 3 clusters
  Score: Raw -2515744.594735 + Penalty 4719.672802 = -2511024.921934
  nChanged 6
		SP:Iteration 32Q (31125.250000 sec): 3 clusters
  Score: Raw -2515746.508975 + Penalty 4719.672802 = -2511026.836174
  nChanged 3
		SP:Iteration 33Q (31125.540000 sec): 3 clusters
  Score: Raw -2515747.336214 + Penalty 4719.672802 = -2511027.663412
  nChanged 1
		SP:Iteration 34Q (31125.840000 sec): 3 clusters
  Score: Raw -2515747.901036 + Penalty 4719.672802 = -2511028.228235
  nChanged 1
		SP:Iteration 35Q (31126.130000 sec): 3 clusters
  Score: Raw -2515748.508011 + Penalty 4719.672802 = -2511028.835209
  nChanged 1
		SP:Iteration 36Q (31126.420000 sec): 3 clusters
  Score: Raw -2515749.018424 + Penalty 4719.672802 = -2511029.345622
  nChanged 1
		SP:Iteration 37Q (31126.710000 sec): 3 clusters
  Score: Raw -2515749.314313 + Penalty 4719.672802 = -2511029.641512
  nChanged 2
		SP:Iteration 38Q (31126.960000 sec): 3 clusters
  Score: Raw -2515749.817783 + Penalty 4719.672802 = -2511030.144981
  nChanged 1
		SP:Iteration 39Q (31127.210000 sec): 3 clusters
  Score: Raw -2515749.935808 + Penalty 4719.672802 = -2511030.263006
  nChanged 0
		SP:Iteration 40F (31127.460000 sec): 3 clusters
  Score: Raw -2515749.935808 + Penalty 4719.672802 = -2511030.263006
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31128.730000 sec): 2 clusters
  Score: Raw -37599369.962576 + Penalty 3039.335848 = -37596330.626728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31130.490000 sec): 3 clusters
  Score: Raw -37461664.987762 + Penalty 6078.671695 = -37455586.316066
  nChanged 100902
		SP:Iteration 1F (31132.200000 sec): 3 clusters
  Score: Raw -37520178.203832 + Penalty 6078.671695 = -37514099.532137
  nChanged 5125
		SP:Iteration 2Q (31134.280000 sec): 3 clusters
  Score: Raw -37521131.261603 + Penalty 6078.671695 = -37515052.589907
  nChanged 5558
		SP:Iteration 3Q (31136.290000 sec): 3 clusters
  Score: Raw -37522344.921366 + Penalty 6078.671695 = -37516266.249671
  nChanged 6358
		SP:Iteration 4Q (31138.380000 sec): 3 clusters
  Score: Raw -37524120.993051 + Penalty 6078.671695 = -37518042.321356
  nChanged 7858
		SP:Iteration 5Q (31140.470000 sec): 3 clusters
  Score: Raw -37527028.340579 + Penalty 6078.671695 = -37520949.668884
  nChanged 10226
		SP:Iteration 6Q (31142.550000 sec): 3 clusters
  Score: Raw -37532120.946277 + Penalty 6078.671695 = -37526042.274582
  nChanged 13608
		SP:Iteration 7F (31144.500000 sec): 3 clusters
  Score: Raw -37541001.974783 + Penalty 6078.671695 = -37534923.303088
  nChanged 16886
		SP:Iteration 8F (31146.450000 sec): 3 clusters
  Score: Raw -37554752.579784 + Penalty 6078.671695 = -37548673.908089
  nChanged 17969
		SP:Iteration 9F (31148.330000 sec): 3 clusters
  Score: Raw -37571626.932249 + Penalty 6078.671695 = -37565548.260554
  nChanged 14611
		SP:Iteration 10F (31150.210000 sec): 3 clusters
  Score: Raw -37586193.710643 + Penalty 6078.671695 = -37580115.038948
  nChanged 8711
		SP:Iteration 11Q (31152.030000 sec): 3 clusters
  Score: Raw -37594838.005040 + Penalty 6078.671695 = -37588759.333345
  nChanged 3585
		SP:Iteration 12Q (31153.700000 sec): 3 clusters
  Score: Raw -37598210.648910 + Penalty 6078.671695 = -37592131.977215
  nChanged 1057
		SP:Iteration 13Q (31155.340000 sec): 3 clusters
  Score: Raw -37599201.964162 + Penalty 6078.671695 = -37593123.292467
  nChanged 245
		SP:Iteration 14Q (31156.960000 sec): 3 clusters
  Score: Raw -37599460.138108 + Penalty 6078.671695 = -37593381.466413
  nChanged 75
		SP:Iteration 15Q (31158.630000 sec): 3 clusters
  Score: Raw -37599551.037975 + Penalty 6078.671695 = -37593472.366280
  nChanged 28
		SP:Iteration 16Q (31160.340000 sec): 3 clusters
  Score: Raw -37599593.395195 + Penalty 6078.671695 = -37593514.723500
  nChanged 12
		SP:Iteration 17Q (31161.950000 sec): 3 clusters
  Score: Raw -37599615.957964 + Penalty 6078.671695 = -37593537.286269
  nChanged 5
		SP:Iteration 18Q (31163.600000 sec): 3 clusters
  Score: Raw -37599623.376353 + Penalty 6078.671695 = -37593544.704658
  nChanged 5
		SP:Iteration 19Q (31165.210000 sec): 3 clusters
  Score: Raw -37599629.827590 + Penalty 6078.671695 = -37593551.155895
  nChanged 5
		SP:Iteration 20F (31167.030000 sec): 3 clusters
  Score: Raw -37599637.526895 + Penalty 6078.671695 = -37593558.855199
  nChanged 2
		SP:Iteration 21Q (31168.730000 sec): 3 clusters
  Score: Raw -37599642.680627 + Penalty 6078.671695 = -37593564.008931
  nChanged 3
		SP:Iteration 22Q (31170.380000 sec): 3 clusters
  Score: Raw -37599645.317209 + Penalty 6078.671695 = -37593566.645514
  nChanged 1
		SP:Iteration 23Q (31171.980000 sec): 3 clusters
  Score: Raw -37599647.108991 + Penalty 6078.671695 = -37593568.437296
  nChanged 1
		SP:Iteration 24Q (31173.630000 sec): 3 clusters
  Score: Raw -37599647.903616 + Penalty 6078.671695 = -37593569.231921
  nChanged 0
		SP:Iteration 25F (31175.450000 sec): 3 clusters
  Score: Raw -37599647.903616 + Penalty 6078.671695 = -37593569.231921
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31175.670000 sec): 2 clusters
  Score: Raw -3607938.250887 + Penalty 2468.212107 = -3605470.038780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31176.010000 sec): 3 clusters
  Score: Raw -3595692.704549 + Penalty 4936.424215 = -3590756.280335
  nChanged 9268
		SP:Iteration 1F (31176.340000 sec): 3 clusters
  Score: Raw -3600772.252432 + Penalty 4936.424215 = -3595835.828217
  nChanged 1180
		SP:Iteration 2F (31176.680000 sec): 3 clusters
  Score: Raw -3601227.876620 + Penalty 4936.424215 = -3596291.452406
  nChanged 1023
		SP:Iteration 3Q (31177.020000 sec): 3 clusters
  Score: Raw -3601644.607663 + Penalty 4936.424215 = -3596708.183448
  nChanged 1007
		SP:Iteration 4Q (31177.360000 sec): 3 clusters
  Score: Raw -3602093.164803 + Penalty 4936.424215 = -3597156.740588
  nChanged 1028
		SP:Iteration 5Q (31177.740000 sec): 3 clusters
  Score: Raw -3602643.834393 + Penalty 4936.424215 = -3597707.410178
  nChanged 1199
		SP:Iteration 6F (31178.080000 sec): 3 clusters
  Score: Raw -3603400.604794 + Penalty 4936.424215 = -3598464.180580
  nChanged 1249
		SP:Iteration 7F (31178.410000 sec): 3 clusters
  Score: Raw -3604313.416395 + Penalty 4936.424215 = -3599376.992180
  nChanged 1223
		SP:Iteration 8F (31178.750000 sec): 3 clusters
  Score: Raw -3605226.967162 + Penalty 4936.424215 = -3600290.542948
  nChanged 1072
		SP:Iteration 9F (31179.090000 sec): 3 clusters
  Score: Raw -3606020.355968 + Penalty 4936.424215 = -3601083.931753
  nChanged 833
		SP:Iteration 10Q (31179.430000 sec): 3 clusters
  Score: Raw -3606651.560838 + Penalty 4936.424215 = -3601715.136623
  nChanged 691
		SP:Iteration 11Q (31179.780000 sec): 3 clusters
  Score: Raw -3607186.790919 + Penalty 4936.424215 = -3602250.366704
  nChanged 475
		SP:Iteration 12Q (31180.120000 sec): 3 clusters
  Score: Raw -3607541.006669 + Penalty 4936.424215 = -3602604.582454
  nChanged 341
		SP:Iteration 13Q (31180.460000 sec): 3 clusters
  Score: Raw -3607795.347882 + Penalty 4936.424215 = -3602858.923668
  nChanged 251
		SP:Iteration 14Q (31180.810000 sec): 3 clusters
  Score: Raw -3607999.602139 + Penalty 4936.424215 = -3603063.177924
  nChanged 187
		SP:Iteration 15Q (31181.200000 sec): 3 clusters
  Score: Raw -3608137.990710 + Penalty 4936.424215 = -3603201.566495
  nChanged 117
		SP:Iteration 16Q (31181.500000 sec): 3 clusters
  Score: Raw -3608216.509195 + Penalty 4936.424215 = -3603280.084980
  nChanged 96
		SP:Iteration 17Q (31181.840000 sec): 3 clusters
  Score: Raw -3608280.353399 + Penalty 4936.424215 = -3603343.929185
  nChanged 64
		SP:Iteration 18Q (31182.190000 sec): 3 clusters
  Score: Raw -3608314.212503 + Penalty 4936.424215 = -3603377.788288
  nChanged 43
		SP:Iteration 19Q (31182.580000 sec): 3 clusters
  Score: Raw -3608339.467529 + Penalty 4936.424215 = -3603403.043314
  nChanged 34
		SP:Iteration 20F (31182.870000 sec): 3 clusters
  Score: Raw -3608358.518614 + Penalty 4936.424215 = -3603422.094399
  nChanged 28
		SP:Iteration 21Q (31183.220000 sec): 3 clusters
  Score: Raw -3608373.532699 + Penalty 4936.424215 = -3603437.108485
  nChanged 20
		SP:Iteration 22Q (31183.570000 sec): 3 clusters
  Score: Raw -3608384.162319 + Penalty 4936.424215 = -3603447.738105
  nChanged 21
		SP:Iteration 23Q (31183.910000 sec): 3 clusters
  Score: Raw -3608397.560139 + Penalty 4936.424215 = -3603461.135925
  nChanged 21
		SP:Iteration 24Q (31184.290000 sec): 3 clusters
  Score: Raw -3608409.825786 + Penalty 4936.424215 = -3603473.401571
  nChanged 17
		SP:Iteration 25Q (31184.590000 sec): 3 clusters
  Score: Raw -3608418.883059 + Penalty 4936.424215 = -3603482.458844
  nChanged 14
		SP:Iteration 26Q (31184.890000 sec): 3 clusters
  Score: Raw -3608424.974207 + Penalty 4936.424215 = -3603488.549992
  nChanged 11
		SP:Iteration 27Q (31185.240000 sec): 3 clusters
  Score: Raw -3608431.524968 + Penalty 4936.424215 = -3603495.100753
  nChanged 12
		SP:Iteration 28Q (31185.580000 sec): 3 clusters
  Score: Raw -3608437.342936 + Penalty 4936.424215 = -3603500.918722
  nChanged 13
		SP:Iteration 29Q (31185.930000 sec): 3 clusters
  Score: Raw -3608442.801998 + Penalty 4936.424215 = -3603506.377783
  nChanged 9
		SP:Iteration 30Q (31186.270000 sec): 3 clusters
  Score: Raw -3608446.564108 + Penalty 4936.424215 = -3603510.139894
  nChanged 9
		SP:Iteration 31Q (31186.540000 sec): 3 clusters
  Score: Raw -3608450.455464 + Penalty 4936.424215 = -3603514.031249
  nChanged 4
		SP:Iteration 32Q (31186.840000 sec): 3 clusters
  Score: Raw -3608451.770015 + Penalty 4936.424215 = -3603515.345801
  nChanged 7
		SP:Iteration 33Q (31187.230000 sec): 3 clusters
  Score: Raw -3608454.936712 + Penalty 4936.424215 = -3603518.512497
  nChanged 6
		SP:Iteration 34Q (31187.610000 sec): 3 clusters
  Score: Raw -3608457.611562 + Penalty 4936.424215 = -3603521.187348
  nChanged 7
		SP:Iteration 35Q (31187.950000 sec): 3 clusters
  Score: Raw -3608460.251725 + Penalty 4936.424215 = -3603523.827510
  nChanged 4
		SP:Iteration 36Q (31188.300000 sec): 3 clusters
  Score: Raw -3608461.691867 + Penalty 4936.424215 = -3603525.267652
  nChanged 2
		SP:Iteration 37Q (31188.640000 sec): 3 clusters
  Score: Raw -3608462.621597 + Penalty 4936.424215 = -3603526.197382
  nChanged 1
		SP:Iteration 38Q (31188.990000 sec): 3 clusters
  Score: Raw -3608462.840840 + Penalty 4936.424215 = -3603526.416625
  nChanged 1
		SP:Iteration 39Q (31189.330000 sec): 3 clusters
  Score: Raw -3608463.299744 + Penalty 4936.424215 = -3603526.875529
  nChanged 1
		SP:Iteration 40F (31189.660000 sec): 3 clusters
  Score: Raw -3608463.924859 + Penalty 4936.424215 = -3603527.500645
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31190.270000 sec): 2 clusters
  Score: Raw -17096765.114785 + Penalty 2845.037740 = -17093920.077045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31191.230000 sec): 3 clusters
  Score: Raw -17035432.952412 + Penalty 5690.075480 = -17029742.876932
  nChanged 45558
		SP:Iteration 1F (31192.200000 sec): 3 clusters
  Score: Raw -17061387.684277 + Penalty 5690.075480 = -17055697.608797
  nChanged 3529
		SP:Iteration 2Q (31193.250000 sec): 3 clusters
  Score: Raw -17062464.623032 + Penalty 5690.075480 = -17056774.547552
  nChanged 3828
		SP:Iteration 3Q (31194.300000 sec): 3 clusters
  Score: Raw -17063870.170271 + Penalty 5690.075480 = -17058180.094791
  nChanged 4463
		SP:Iteration 4Q (31195.270000 sec): 3 clusters
  Score: Raw -17065913.233941 + Penalty 5690.075480 = -17060223.158461
  nChanged 5342
		SP:Iteration 5F (31196.190000 sec): 3 clusters
  Score: Raw -17068880.598631 + Penalty 5690.075480 = -17063190.523151
  nChanged 6215
		SP:Iteration 6F (31197.160000 sec): 3 clusters
  Score: Raw -17073014.181733 + Penalty 5690.075480 = -17067324.106253
  nChanged 7017
		SP:Iteration 7F (31198.130000 sec): 3 clusters
  Score: Raw -17078444.681509 + Penalty 5690.075480 = -17072754.606029
  nChanged 7242
		SP:Iteration 8F (31199.090000 sec): 3 clusters
  Score: Raw -17084704.215542 + Penalty 5690.075480 = -17079014.140061
  nChanged 6129
		SP:Iteration 9F (31200.040000 sec): 3 clusters
  Score: Raw -17090337.820235 + Penalty 5690.075480 = -17084647.744755
  nChanged 4013
		SP:Iteration 10Q (31200.990000 sec): 3 clusters
  Score: Raw -17094044.361602 + Penalty 5690.075480 = -17088354.286121
  nChanged 2014
		SP:Iteration 11Q (31201.920000 sec): 3 clusters
  Score: Raw -17095867.559416 + Penalty 5690.075480 = -17090177.483936
  nChanged 748
		SP:Iteration 12Q (31202.790000 sec): 3 clusters
  Score: Raw -17096570.783772 + Penalty 5690.075480 = -17090880.708291
  nChanged 228
		SP:Iteration 13Q (31203.630000 sec): 3 clusters
  Score: Raw -17096817.472508 + Penalty 5690.075480 = -17091127.397028
  nChanged 83
		SP:Iteration 14Q (31204.510000 sec): 3 clusters
  Score: Raw -17096906.189587 + Penalty 5690.075480 = -17091216.114107
  nChanged 37
		SP:Iteration 15Q (31205.370000 sec): 3 clusters
  Score: Raw -17096949.605258 + Penalty 5690.075480 = -17091259.529778
  nChanged 16
		SP:Iteration 16Q (31206.210000 sec): 3 clusters
  Score: Raw -17096974.795158 + Penalty 5690.075480 = -17091284.719678
  nChanged 9
		SP:Iteration 17Q (31207.090000 sec): 3 clusters
  Score: Raw -17096991.710300 + Penalty 5690.075480 = -17091301.634820
  nChanged 6
		SP:Iteration 18Q (31207.970000 sec): 3 clusters
  Score: Raw -17096999.085143 + Penalty 5690.075480 = -17091309.009663
  nChanged 5
		SP:Iteration 19Q (31208.890000 sec): 3 clusters
  Score: Raw -17097007.978035 + Penalty 5690.075480 = -17091317.902555
  nChanged 3
		SP:Iteration 20F (31209.760000 sec): 3 clusters
  Score: Raw -17097011.299339 + Penalty 5690.075480 = -17091321.223859
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31209.800000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31209.820000 sec): 3 clusters
  Score: Raw -82584.165756 + Penalty 3110.410262 = -79473.755494
  nChanged 100
		SP:Iteration 1F (31209.830000 sec): 3 clusters
  Score: Raw -82814.125086 + Penalty 3110.410262 = -79703.714824
  nChanged 27
		SP:Iteration 2F (31209.850000 sec): 3 clusters
  Score: Raw -82909.838827 + Penalty 3110.410262 = -79799.428565
  nChanged 20
		SP:Iteration 3Q (31209.870000 sec): 3 clusters
  Score: Raw -82979.376031 + Penalty 3110.410262 = -79868.965769
  nChanged 13
		SP:Iteration 4Q (31209.880000 sec): 3 clusters
  Score: Raw -83004.404917 + Penalty 3110.410262 = -79893.994655
  nChanged 8
		SP:Iteration 5Q (31209.890000 sec): 3 clusters
  Score: Raw -83027.352029 + Penalty 3110.410262 = -79916.941766
  nChanged 8
		SP:Iteration 6Q (31209.910000 sec): 3 clusters
  Score: Raw -83057.287458 + Penalty 3110.410262 = -79946.877196
  nChanged 6
		SP:Iteration 7Q (31209.940000 sec): 3 clusters
  Score: Raw -83073.184966 + Penalty 3110.410262 = -79962.774704
  nChanged 5
		SP:Iteration 8Q (31209.970000 sec): 3 clusters
  Score: Raw -83113.437264 + Penalty 3110.410262 = -80003.027001
  nChanged 5
		SP:Iteration 9Q (31209.990000 sec): 3 clusters
  Score: Raw -83131.560960 + Penalty 3110.410262 = -80021.150698
  nChanged 3
		SP:Iteration 10Q (31210.020000 sec): 3 clusters
  Score: Raw -83143.381159 + Penalty 3110.410262 = -80032.970897
  nChanged 3
		SP:Iteration 11Q (31210.040000 sec): 3 clusters
  Score: Raw -83149.656554 + Penalty 3110.410262 = -80039.246291
  nChanged 5
		SP:Iteration 12Q (31210.060000 sec): 3 clusters
  Score: Raw -83161.011422 + Penalty 3110.410262 = -80050.601160
  nChanged 4
		SP:Iteration 13Q (31210.070000 sec): 3 clusters
  Score: Raw -83169.351840 + Penalty 3110.410262 = -80058.941578
  nChanged 1
		SP:Iteration 14Q (31210.080000 sec): 3 clusters
  Score: Raw -83172.041789 + Penalty 3110.410262 = -80061.631527
  nChanged 1
		SP:Iteration 15Q (31210.100000 sec): 3 clusters
  Score: Raw -83174.914349 + Penalty 3110.410262 = -80064.504087
  nChanged 2
		SP:Iteration 16Q (31210.120000 sec): 3 clusters
  Score: Raw -83185.243412 + Penalty 3110.410262 = -80074.833150
  nChanged 2
		SP:Iteration 17Q (31210.150000 sec): 3 clusters
  Score: Raw -83190.084078 + Penalty 3110.410262 = -80079.673816
  nChanged 1
		SP:Iteration 18Q (31210.170000 sec): 3 clusters
  Score: Raw -83191.574943 + Penalty 3110.410262 = -80081.164680
  nChanged 1
		SP:Iteration 19Q (31210.200000 sec): 3 clusters
  Score: Raw -83192.766299 + Penalty 3110.410262 = -80082.356037
  nChanged 0
		SP:Iteration 20F (31210.220000 sec): 3 clusters
  Score: Raw -83192.766299 + Penalty 3110.410262 = -80082.356037
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31210.250000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31210.260000 sec): 3 clusters
  Score: Raw -34405.890189 + Penalty 2645.028521 = -31760.861668
  nChanged 24
		SP:Iteration 1F (31210.260000 sec): 3 clusters
  Score: Raw -34511.138398 + Penalty 2645.028521 = -31866.109876
  nChanged 5
		SP:Iteration 2Q (31210.270000 sec): 3 clusters
  Score: Raw -34523.269381 + Penalty 2645.028521 = -31878.240860
  nChanged 0
		SP:Iteration 3F (31210.280000 sec): 3 clusters
  Score: Raw -34523.269381 + Penalty 2645.028521 = -31878.240860
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31210.300000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31210.310000 sec): 3 clusters
  Score: Raw -18295.582745 + Penalty 2331.438261 = -15964.144483
  nChanged 2
		SP:Iteration 1Q (31210.320000 sec): 3 clusters
  Score: Raw -18321.218279 + Penalty 2331.438261 = -15989.780017
  nChanged 1
		SP:Iteration 2Q (31210.320000 sec): 3 clusters
  Score: Raw -18326.524569 + Penalty 2331.438261 = -15995.086307
  nChanged 0
		SP:Iteration 3F (31210.330000 sec): 3 clusters
  Score: Raw -18326.524569 + Penalty 2331.438261 = -15995.086307
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31210.360000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31210.390000 sec): 3 clusters
  Score: Raw -79111.367199 + Penalty 3061.163496 = -76050.203703
  nChanged 71
		SP:Iteration 1F (31210.410000 sec): 3 clusters
  Score: Raw -79265.042439 + Penalty 3061.163496 = -76203.878943
  nChanged 16
		SP:Iteration 2Q (31210.430000 sec): 3 clusters
  Score: Raw -79308.074444 + Penalty 3061.163496 = -76246.910948
  nChanged 8
		SP:Iteration 3Q (31210.460000 sec): 3 clusters
  Score: Raw -79320.878754 + Penalty 3061.163496 = -76259.715258
  nChanged 3
		SP:Iteration 4Q (31210.480000 sec): 3 clusters
  Score: Raw -79328.870553 + Penalty 3061.163496 = -76267.707057
  nChanged 0
		SP:Iteration 5F (31210.500000 sec): 3 clusters
  Score: Raw -79328.870553 + Penalty 3061.163496 = -76267.707057
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31210.540000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31210.560000 sec): 3 clusters
  Score: Raw -132129.502929 + Penalty 3295.965121 = -128833.537809
  nChanged 169
		SP:Iteration 1F (31210.590000 sec): 3 clusters
  Score: Raw -132341.793595 + Penalty 3295.965121 = -129045.828474
  nChanged 46
		SP:Iteration 2F (31210.610000 sec): 3 clusters
  Score: Raw -132430.396594 + Penalty 3295.965121 = -129134.431474
  nChanged 19
		SP:Iteration 3Q (31210.640000 sec): 3 clusters
  Score: Raw -132477.870529 + Penalty 3295.965121 = -129181.905408
  nChanged 15
		SP:Iteration 4Q (31210.660000 sec): 3 clusters
  Score: Raw -132517.050606 + Penalty 3295.965121 = -129221.085485
  nChanged 12
		SP:Iteration 5Q (31210.680000 sec): 3 clusters
  Score: Raw -132550.278182 + Penalty 3295.965121 = -129254.313061
  nChanged 14
		SP:Iteration 6Q (31210.710000 sec): 3 clusters
  Score: Raw -132575.370945 + Penalty 3295.965121 = -129279.405824
  nChanged 8
		SP:Iteration 7Q (31210.730000 sec): 3 clusters
  Score: Raw -132594.905898 + Penalty 3295.965121 = -129298.940777
  nChanged 12
		SP:Iteration 8Q (31210.760000 sec): 3 clusters
  Score: Raw -132622.918214 + Penalty 3295.965121 = -129326.953093
  nChanged 11
		SP:Iteration 9Q (31210.780000 sec): 3 clusters
  Score: Raw -132644.841750 + Penalty 3295.965121 = -129348.876629
  nChanged 9
		SP:Iteration 10Q (31210.810000 sec): 3 clusters
  Score: Raw -132662.828470 + Penalty 3295.965121 = -129366.863349
  nChanged 5
		SP:Iteration 11Q (31210.830000 sec): 3 clusters
  Score: Raw -132673.197300 + Penalty 3295.965121 = -129377.232179
  nChanged 2
		SP:Iteration 12Q (31210.860000 sec): 3 clusters
  Score: Raw -132674.908676 + Penalty 3295.965121 = -129378.943555
  nChanged 0
		SP:Iteration 13F (31210.880000 sec): 3 clusters
  Score: Raw -132674.908676 + Penalty 3295.965121 = -129378.943555
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31210.910000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31210.920000 sec): 3 clusters
  Score: Raw -21826.737073 + Penalty 2661.524103 = -19165.212970
  nChanged 29
		SP:Iteration 1F (31210.920000 sec): 3 clusters
  Score: Raw -21948.049333 + Penalty 2661.524103 = -19286.525229
  nChanged 13
		SP:Iteration 2F (31210.930000 sec): 3 clusters
  Score: Raw -22026.379774 + Penalty 2661.524103 = -19364.855671
  nChanged 5
		SP:Iteration 3Q (31210.940000 sec): 3 clusters
  Score: Raw -22066.866310 + Penalty 2661.524103 = -19405.342206
  nChanged 4
		SP:Iteration 4Q (31210.950000 sec): 3 clusters
  Score: Raw -22132.770215 + Penalty 2661.524103 = -19471.246111
  nChanged 3
		SP:Iteration 5Q (31210.960000 sec): 3 clusters
  Score: Raw -22184.761754 + Penalty 2661.524103 = -19523.237651
  nChanged 4
		SP:Iteration 6Q (31210.960000 sec): 3 clusters
  Score: Raw -22255.457310 + Penalty 2661.524103 = -19593.933206
  nChanged 1
		SP:Iteration 7Q (31210.970000 sec): 3 clusters
  Score: Raw -22261.829583 + Penalty 2661.524103 = -19600.305479
  nChanged 1
		SP:Iteration 8Q (31210.980000 sec): 3 clusters
  Score: Raw -22266.171202 + Penalty 2661.524103 = -19604.647099
  nChanged 1
		SP:Iteration 9Q (31210.990000 sec): 3 clusters
  Score: Raw -22288.776514 + Penalty 2661.524103 = -19627.252410
  nChanged 1
		SP:Iteration 10Q (31211.000000 sec): 3 clusters
  Score: Raw -22325.901422 + Penalty 2661.524103 = -19664.377319
  nChanged 1
		SP:Iteration 11Q (31211.000000 sec): 3 clusters
  Score: Raw -22331.046359 + Penalty 2661.524103 = -19669.522255
  nChanged 0
		SP:Iteration 12F (31211.010000 sec): 3 clusters
  Score: Raw -22331.046359 + Penalty 2661.524103 = -19669.522255
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31211.050000 sec): 2 clusters
  Score: Raw -134555.925709 + Penalty 1644.736441 = -132911.189268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31211.070000 sec): 3 clusters
  Score: Raw -134474.062452 + Penalty 3289.472882 = -131184.589571
  nChanged 175
		SP:Iteration 1F (31211.100000 sec): 3 clusters
  Score: Raw -134704.851242 + Penalty 3289.472882 = -131415.378361
  nChanged 43
		SP:Iteration 2F (31211.120000 sec): 3 clusters
  Score: Raw -134778.573978 + Penalty 3289.472882 = -131489.101096
  nChanged 27
		SP:Iteration 3Q (31211.140000 sec): 3 clusters
  Score: Raw -134814.056970 + Penalty 3289.472882 = -131524.584088
  nChanged 17
		SP:Iteration 4Q (31211.170000 sec): 3 clusters
  Score: Raw -134847.404366 + Penalty 3289.472882 = -131557.931484
  nChanged 10
		SP:Iteration 5Q (31211.190000 sec): 3 clusters
  Score: Raw -134858.309313 + Penalty 3289.472882 = -131568.836431
  nChanged 3
		SP:Iteration 6Q (31211.220000 sec): 3 clusters
  Score: Raw -134862.854594 + Penalty 3289.472882 = -131573.381713
  nChanged 2
		SP:Iteration 7Q (31211.240000 sec): 3 clusters
  Score: Raw -134864.773184 + Penalty 3289.472882 = -131575.300303
  nChanged 1
		SP:Iteration 8Q (31211.260000 sec): 3 clusters
  Score: Raw -134869.086319 + Penalty 3289.472882 = -131579.613437
  nChanged 1
		SP:Iteration 9Q (31211.290000 sec): 3 clusters
  Score: Raw -134870.612908 + Penalty 3289.472882 = -131581.140027
  nChanged 0
		SP:Iteration 10F (31211.310000 sec): 3 clusters
  Score: Raw -134870.612908 + Penalty 3289.472882 = -131581.140027
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31211.380000 sec): 2 clusters
  Score: Raw -271171.081915 + Penalty 1823.723138 = -269347.358777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31211.420000 sec): 3 clusters
  Score: Raw -270696.281106 + Penalty 3647.446276 = -267048.834830
  nChanged 474
		SP:Iteration 1F (31211.460000 sec): 3 clusters
  Score: Raw -271199.988413 + Penalty 3647.446276 = -267552.542138
  nChanged 137
		SP:Iteration 2F (31211.500000 sec): 3 clusters
  Score: Raw -271409.418923 + Penalty 3647.446276 = -267761.972647
  nChanged 80
		SP:Iteration 3F (31211.540000 sec): 3 clusters
  Score: Raw -271524.461333 + Penalty 3647.446276 = -267877.015057
  nChanged 54
		SP:Iteration 4Q (31211.580000 sec): 3 clusters
  Score: Raw -271591.520615 + Penalty 3647.446276 = -267944.074339
  nChanged 50
		SP:Iteration 5Q (31211.620000 sec): 3 clusters
  Score: Raw -271650.451475 + Penalty 3647.446276 = -268003.005200
  nChanged 28
		SP:Iteration 6Q (31211.660000 sec): 3 clusters
  Score: Raw -271679.197092 + Penalty 3647.446276 = -268031.750816
  nChanged 22
		SP:Iteration 7Q (31211.700000 sec): 3 clusters
  Score: Raw -271708.107823 + Penalty 3647.446276 = -268060.661548
  nChanged 26
		SP:Iteration 8Q (31211.740000 sec): 3 clusters
  Score: Raw -271733.603863 + Penalty 3647.446276 = -268086.157587
  nChanged 19
		SP:Iteration 9Q (31211.790000 sec): 3 clusters
  Score: Raw -271749.049824 + Penalty 3647.446276 = -268101.603548
  nChanged 10
		SP:Iteration 10Q (31211.830000 sec): 3 clusters
  Score: Raw -271761.396503 + Penalty 3647.446276 = -268113.950227
  nChanged 9
		SP:Iteration 11Q (31211.870000 sec): 3 clusters
  Score: Raw -271768.002968 + Penalty 3647.446276 = -268120.556692
  nChanged 10
		SP:Iteration 12Q (31211.910000 sec): 3 clusters
  Score: Raw -271777.483477 + Penalty 3647.446276 = -268130.037201
  nChanged 7
		SP:Iteration 13Q (31211.950000 sec): 3 clusters
  Score: Raw -271787.446965 + Penalty 3647.446276 = -268140.000689
  nChanged 14
		SP:Iteration 14Q (31211.990000 sec): 3 clusters
  Score: Raw -271798.254676 + Penalty 3647.446276 = -268150.808400
  nChanged 9
		SP:Iteration 15Q (31212.030000 sec): 3 clusters
  Score: Raw -271806.835325 + Penalty 3647.446276 = -268159.389049
  nChanged 15
		SP:Iteration 16Q (31212.070000 sec): 3 clusters
  Score: Raw -271819.661935 + Penalty 3647.446276 = -268172.215659
  nChanged 5
		SP:Iteration 17Q (31212.280000 sec): 3 clusters
  Score: Raw -271824.675015 + Penalty 3647.446276 = -268177.228739
  nChanged 1
		SP:Iteration 18Q (31212.440000 sec): 3 clusters
  Score: Raw -271825.500635 + Penalty 3647.446276 = -268178.054359
  nChanged 0
		SP:Iteration 19F (31212.600000 sec): 3 clusters
  Score: Raw -271825.500635 + Penalty 3647.446276 = -268178.054359
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31212.620000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31212.800000 sec): 3 clusters
  Score: Raw -60000.713273 + Penalty 2975.472535 = -57025.240738
  nChanged 71
		SP:Iteration 1F (31212.980000 sec): 3 clusters
  Score: Raw -60197.379769 + Penalty 2975.472535 = -57221.907235
  nChanged 22
		SP:Iteration 2F (31213.150000 sec): 3 clusters
  Score: Raw -60275.283673 + Penalty 2975.472535 = -57299.811138
  nChanged 12
		SP:Iteration 3Q (31213.330000 sec): 3 clusters
  Score: Raw -60315.968273 + Penalty 2975.472535 = -57340.495739
  nChanged 7
		SP:Iteration 4Q (31213.500000 sec): 3 clusters
  Score: Raw -60341.400446 + Penalty 2975.472535 = -57365.927912
  nChanged 4
		SP:Iteration 5Q (31213.680000 sec): 3 clusters
  Score: Raw -60351.116520 + Penalty 2975.472535 = -57375.643985
  nChanged 3
		SP:Iteration 6Q (31213.860000 sec): 3 clusters
  Score: Raw -60356.017107 + Penalty 2975.472535 = -57380.544572
  nChanged 1
		SP:Iteration 7Q (31214.030000 sec): 3 clusters
  Score: Raw -60357.812959 + Penalty 2975.472535 = -57382.340424
  nChanged 2
		SP:Iteration 8Q (31214.210000 sec): 3 clusters
  Score: Raw -60361.746179 + Penalty 2975.472535 = -57386.273644
  nChanged 1
		SP:Iteration 9Q (31214.380000 sec): 3 clusters
  Score: Raw -60363.780522 + Penalty 2975.472535 = -57388.307988
  nChanged 2
		SP:Iteration 10Q (31214.600000 sec): 3 clusters
  Score: Raw -60383.336890 + Penalty 2975.472535 = -57407.864356
  nChanged 2
		SP:Iteration 11Q (31214.780000 sec): 3 clusters
  Score: Raw -60399.842936 + Penalty 2975.472535 = -57424.370401
  nChanged 2
		SP:Iteration 12Q (31214.960000 sec): 3 clusters
  Score: Raw -60414.129176 + Penalty 2975.472535 = -57438.656642
  nChanged 3
		SP:Iteration 13Q (31215.130000 sec): 3 clusters
  Score: Raw -60432.069767 + Penalty 2975.472535 = -57456.597233
  nChanged 3
		SP:Iteration 14Q (31215.260000 sec): 3 clusters
  Score: Raw -60444.696073 + Penalty 2975.472535 = -57469.223538
  nChanged 4
		SP:Iteration 15Q (31215.440000 sec): 3 clusters
  Score: Raw -60458.943877 + Penalty 2975.472535 = -57483.471342
  nChanged 2
		SP:Iteration 16Q (31215.610000 sec): 3 clusters
  Score: Raw -60475.301584 + Penalty 2975.472535 = -57499.829050
  nChanged 4
		SP:Iteration 17Q (31215.790000 sec): 3 clusters
  Score: Raw -60498.567076 + Penalty 2975.472535 = -57523.094541
  nChanged 4
		SP:Iteration 18Q (31215.970000 sec): 3 clusters
  Score: Raw -60520.552727 + Penalty 2975.472535 = -57545.080192
  nChanged 2
		SP:Iteration 19Q (31216.140000 sec): 3 clusters
  Score: Raw -60527.390540 + Penalty 2975.472535 = -57551.918006
  nChanged 3
		SP:Iteration 20F (31216.320000 sec): 3 clusters
  Score: Raw -60545.149023 + Penalty 2975.472535 = -57569.676488
  nChanged 4
		SP:Iteration 21Q (31216.490000 sec): 3 clusters
  Score: Raw -60572.480250 + Penalty 2975.472535 = -57597.007715
  nChanged 8
		SP:Iteration 22Q (31216.670000 sec): 3 clusters
  Score: Raw -60610.074585 + Penalty 2975.472535 = -57634.602051
  nChanged 6
		SP:Iteration 23Q (31216.850000 sec): 3 clusters
  Score: Raw -60630.798037 + Penalty 2975.472535 = -57655.325502
  nChanged 10
		SP:Iteration 24Q (31217.020000 sec): 3 clusters
  Score: Raw -60680.763907 + Penalty 2975.472535 = -57705.291373
  nChanged 9
		SP:Iteration 25Q (31217.200000 sec): 3 clusters
  Score: Raw -60720.219258 + Penalty 2975.472535 = -57744.746724
  nChanged 6
		SP:Iteration 26Q (31217.420000 sec): 3 clusters
  Score: Raw -60746.011058 + Penalty 2975.472535 = -57770.538523
  nChanged 4
		SP:Iteration 27Q (31217.590000 sec): 3 clusters
  Score: Raw -60758.184976 + Penalty 2975.472535 = -57782.712441
  nChanged 4
		SP:Iteration 28Q (31217.770000 sec): 3 clusters
  Score: Raw -60770.948248 + Penalty 2975.472535 = -57795.475714
  nChanged 2
		SP:Iteration 29Q (31217.950000 sec): 3 clusters
  Score: Raw -60780.513423 + Penalty 2975.472535 = -57805.040888
  nChanged 1
		SP:Iteration 30Q (31218.120000 sec): 3 clusters
  Score: Raw -60783.007445 + Penalty 2975.472535 = -57807.534910
  nChanged 0
		SP:Iteration 31F (31218.300000 sec): 3 clusters
  Score: Raw -60783.007445 + Penalty 2975.472535 = -57807.534910
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31218.350000 sec): 2 clusters
  Score: Raw -185803.202962 + Penalty 1742.333502 = -184060.869460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31218.530000 sec): 3 clusters
  Score: Raw -185490.346970 + Penalty 3484.667004 = -182005.679965
  nChanged 305
		SP:Iteration 1F (31218.700000 sec): 3 clusters
  Score: Raw -185817.122853 + Penalty 3484.667004 = -182332.455849
  nChanged 73
		SP:Iteration 2F (31218.880000 sec): 3 clusters
  Score: Raw -185917.520871 + Penalty 3484.667004 = -182432.853867
  nChanged 49
		SP:Iteration 3Q (31219.050000 sec): 3 clusters
  Score: Raw -185983.403304 + Penalty 3484.667004 = -182498.736300
  nChanged 41
		SP:Iteration 4Q (31219.230000 sec): 3 clusters
  Score: Raw -186052.561789 + Penalty 3484.667004 = -182567.894785
  nChanged 35
		SP:Iteration 5Q (31219.410000 sec): 3 clusters
  Score: Raw -186111.345848 + Penalty 3484.667004 = -182626.678844
  nChanged 30
		SP:Iteration 6Q (31219.580000 sec): 3 clusters
  Score: Raw -186163.730745 + Penalty 3484.667004 = -182679.063741
  nChanged 36
		SP:Iteration 7Q (31219.760000 sec): 3 clusters
  Score: Raw -186238.626695 + Penalty 3484.667004 = -182753.959691
  nChanged 29
		SP:Iteration 8Q (31219.930000 sec): 3 clusters
  Score: Raw -186310.405570 + Penalty 3484.667004 = -182825.738566
  nChanged 42
		SP:Iteration 9Q (31220.110000 sec): 3 clusters
  Score: Raw -186436.432381 + Penalty 3484.667004 = -182951.765377
  nChanged 48
		SP:Iteration 10Q (31220.290000 sec): 3 clusters
  Score: Raw -186562.087820 + Penalty 3484.667004 = -183077.420816
  nChanged 39
		SP:Iteration 11Q (31220.460000 sec): 3 clusters
  Score: Raw -186655.935509 + Penalty 3484.667004 = -183171.268505
  nChanged 32
		SP:Iteration 12Q (31220.640000 sec): 3 clusters
  Score: Raw -186716.088182 + Penalty 3484.667004 = -183231.421178
  nChanged 24
		SP:Iteration 13Q (31220.810000 sec): 3 clusters
  Score: Raw -186747.043219 + Penalty 3484.667004 = -183262.376215
  nChanged 16
		SP:Iteration 14Q (31220.990000 sec): 3 clusters
  Score: Raw -186766.975001 + Penalty 3484.667004 = -183282.307997
  nChanged 7
		SP:Iteration 15Q (31221.170000 sec): 3 clusters
  Score: Raw -186782.734819 + Penalty 3484.667004 = -183298.067815
  nChanged 8
		SP:Iteration 16Q (31221.340000 sec): 3 clusters
  Score: Raw -186797.006228 + Penalty 3484.667004 = -183312.339224
  nChanged 10
		SP:Iteration 17Q (31221.520000 sec): 3 clusters
  Score: Raw -186807.788213 + Penalty 3484.667004 = -183323.121209
  nChanged 2
		SP:Iteration 18Q (31221.690000 sec): 3 clusters
  Score: Raw -186809.874212 + Penalty 3484.667004 = -183325.207208
  nChanged 1
		SP:Iteration 19Q (31221.870000 sec): 3 clusters
  Score: Raw -186811.085177 + Penalty 3484.667004 = -183326.418173
  nChanged 2
		SP:Iteration 20F (31222.050000 sec): 3 clusters
  Score: Raw -186813.767663 + Penalty 3484.667004 = -183329.100659
  nChanged 2
		SP:Iteration 21Q (31222.220000 sec): 3 clusters
  Score: Raw -186815.769292 + Penalty 3484.667004 = -183331.102288
  nChanged 1
		SP:Iteration 22Q (31222.380000 sec): 3 clusters
  Score: Raw -186816.141070 + Penalty 3484.667004 = -183331.474066
  nChanged 0
		SP:Iteration 23F (31222.540000 sec): 3 clusters
  Score: Raw -186816.141070 + Penalty 3484.667004 = -183331.474066
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31223.200000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31224.110000 sec): 3 clusters
  Score: Raw -19044071.397586 + Penalty 5708.955617 = -19038362.441968
  nChanged 46988
		SP:Iteration 1F (31225.120000 sec): 3 clusters
  Score: Raw -19070807.310288 + Penalty 5708.955617 = -19065098.354671
  nChanged 3901
		SP:Iteration 2Q (31226.200000 sec): 3 clusters
  Score: Raw -19072086.609339 + Penalty 5708.955617 = -19066377.653722
  nChanged 4838
		SP:Iteration 3Q (31227.300000 sec): 3 clusters
  Score: Raw -19074186.918643 + Penalty 5708.955617 = -19068477.963026
  nChanged 6248
		SP:Iteration 4F (31228.270000 sec): 3 clusters
  Score: Raw -19077849.575801 + Penalty 5708.955617 = -19072140.620183
  nChanged 7754
		SP:Iteration 5F (31229.290000 sec): 3 clusters
  Score: Raw -19083153.965775 + Penalty 5708.955617 = -19077445.010157
  nChanged 7848
		SP:Iteration 6F (31230.270000 sec): 3 clusters
  Score: Raw -19088926.170936 + Penalty 5708.955617 = -19083217.215319
  nChanged 6954
		SP:Iteration 7F (31231.290000 sec): 3 clusters
  Score: Raw -19094184.695121 + Penalty 5708.955617 = -19088475.739503
  nChanged 5448
		SP:Iteration 8F (31232.290000 sec): 3 clusters
  Score: Raw -19098419.683274 + Penalty 5708.955617 = -19092710.727657
  nChanged 4021
		SP:Iteration 9Q (31233.330000 sec): 3 clusters
  Score: Raw -19101638.829562 + Penalty 5708.955617 = -19095929.873944
  nChanged 2885
		SP:Iteration 10Q (31234.350000 sec): 3 clusters
  Score: Raw -19103968.623354 + Penalty 5708.955617 = -19098259.667736
  nChanged 2060
		SP:Iteration 11Q (31235.400000 sec): 3 clusters
  Score: Raw -19105595.596863 + Penalty 5708.955617 = -19099886.641245
  nChanged 1381
		SP:Iteration 12Q (31236.360000 sec): 3 clusters
  Score: Raw -19106678.122433 + Penalty 5708.955617 = -19100969.166816
  nChanged 838
		SP:Iteration 13Q (31237.290000 sec): 3 clusters
  Score: Raw -19107381.360328 + Penalty 5708.955617 = -19101672.404710
  nChanged 500
		SP:Iteration 14Q (31238.200000 sec): 3 clusters
  Score: Raw -19107867.191364 + Penalty 5708.955617 = -19102158.235746
  nChanged 284
		SP:Iteration 15Q (31239.130000 sec): 3 clusters
  Score: Raw -19108167.575603 + Penalty 5708.955617 = -19102458.619985
  nChanged 153
		SP:Iteration 16Q (31240.050000 sec): 3 clusters
  Score: Raw -19108334.805022 + Penalty 5708.955617 = -19102625.849405
  nChanged 114
		SP:Iteration 17Q (31240.930000 sec): 3 clusters
  Score: Raw -19108445.181760 + Penalty 5708.955617 = -19102736.226143
  nChanged 89
		SP:Iteration 18Q (31241.820000 sec): 3 clusters
  Score: Raw -19108538.800006 + Penalty 5708.955617 = -19102829.844388
  nChanged 58
		SP:Iteration 19Q (31242.700000 sec): 3 clusters
  Score: Raw -19108588.359982 + Penalty 5708.955617 = -19102879.404364
  nChanged 46
		SP:Iteration 20F (31243.630000 sec): 3 clusters
  Score: Raw -19108619.469024 + Penalty 5708.955617 = -19102910.513407
  nChanged 33
		SP:Iteration 21Q (31244.510000 sec): 3 clusters
  Score: Raw -19108642.284040 + Penalty 5708.955617 = -19102933.328422
  nChanged 26
		SP:Iteration 22Q (31245.390000 sec): 3 clusters
  Score: Raw -19108658.763038 + Penalty 5708.955617 = -19102949.807421
  nChanged 26
		SP:Iteration 23Q (31246.210000 sec): 3 clusters
  Score: Raw -19108674.907974 + Penalty 5708.955617 = -19102965.952357
  nChanged 27
		SP:Iteration 24Q (31247.110000 sec): 3 clusters
  Score: Raw -19108693.025387 + Penalty 5708.955617 = -19102984.069769
  nChanged 28
		SP:Iteration 25Q (31248.000000 sec): 3 clusters
  Score: Raw -19108710.234266 + Penalty 5708.955617 = -19103001.278649
  nChanged 34
		SP:Iteration 26Q (31248.840000 sec): 3 clusters
  Score: Raw -19108736.155006 + Penalty 5708.955617 = -19103027.199388
  nChanged 29
		SP:Iteration 27Q (31249.670000 sec): 3 clusters
  Score: Raw -19108755.236944 + Penalty 5708.955617 = -19103046.281326
  nChanged 22
		SP:Iteration 28Q (31250.560000 sec): 3 clusters
  Score: Raw -19108769.338156 + Penalty 5708.955617 = -19103060.382538
  nChanged 18
		SP:Iteration 29Q (31251.420000 sec): 3 clusters
  Score: Raw -19108781.827601 + Penalty 5708.955617 = -19103072.871984
  nChanged 19
		SP:Iteration 30Q (31252.300000 sec): 3 clusters
  Score: Raw -19108795.674243 + Penalty 5708.955617 = -19103086.718626
  nChanged 19
		SP:Iteration 31Q (31253.190000 sec): 3 clusters
  Score: Raw -19108809.044149 + Penalty 5708.955617 = -19103100.088532
  nChanged 18
		SP:Iteration 32Q (31254.000000 sec): 3 clusters
  Score: Raw -19108825.025839 + Penalty 5708.955617 = -19103116.070221
  nChanged 27
		SP:Iteration 33Q (31254.820000 sec): 3 clusters
  Score: Raw -19108847.141925 + Penalty 5708.955617 = -19103138.186308
  nChanged 24
		SP:Iteration 34Q (31255.700000 sec): 3 clusters
  Score: Raw -19108862.507504 + Penalty 5708.955617 = -19103153.551887
  nChanged 22
		SP:Iteration 35Q (31256.580000 sec): 3 clusters
  Score: Raw -19108879.219917 + Penalty 5708.955617 = -19103170.264300
  nChanged 20
		SP:Iteration 36Q (31257.500000 sec): 3 clusters
  Score: Raw -19108890.446991 + Penalty 5708.955617 = -19103181.491374
  nChanged 12
		SP:Iteration 37Q (31258.340000 sec): 3 clusters
  Score: Raw -19108898.248027 + Penalty 5708.955617 = -19103189.292410
  nChanged 14
		SP:Iteration 38Q (31259.190000 sec): 3 clusters
  Score: Raw -19108906.100550 + Penalty 5708.955617 = -19103197.144933
  nChanged 8
		SP:Iteration 39Q (31260.030000 sec): 3 clusters
  Score: Raw -19108910.273814 + Penalty 5708.955617 = -19103201.318197
  nChanged 5
		SP:Iteration 40F (31260.960000 sec): 3 clusters
  Score: Raw -19108912.709213 + Penalty 5708.955617 = -19103203.753595
  nChanged 3
		SP:Iteration 41Q (31261.840000 sec): 3 clusters
  Score: Raw -19108913.800201 + Penalty 5708.955617 = -19103204.844583
  nChanged 1
		SP:Iteration 42Q (31262.680000 sec): 3 clusters
  Score: Raw -19108914.399649 + Penalty 5708.955617 = -19103205.444031
  nChanged 0
		SP:Iteration 43F (31263.610000 sec): 3 clusters
  Score: Raw -19108914.399649 + Penalty 5708.955617 = -19103205.444031
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31263.680000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31263.860000 sec): 3 clusters
  Score: Raw -50640.357368 + Penalty 2829.076107 = -47811.281261
  nChanged 33
		SP:Iteration 1F (31264.040000 sec): 3 clusters
  Score: Raw -50751.174370 + Penalty 2829.076107 = -47922.098262
  nChanged 13
		SP:Iteration 2Q (31264.210000 sec): 3 clusters
  Score: Raw -50793.471169 + Penalty 2829.076107 = -47964.395062
  nChanged 5
		SP:Iteration 3Q (31264.390000 sec): 3 clusters
  Score: Raw -50808.683196 + Penalty 2829.076107 = -47979.607088
  nChanged 2
		SP:Iteration 4Q (31264.560000 sec): 3 clusters
  Score: Raw -50818.461893 + Penalty 2829.076107 = -47989.385786
  nChanged 1
		SP:Iteration 5Q (31264.740000 sec): 3 clusters
  Score: Raw -50820.452592 + Penalty 2829.076107 = -47991.376485
  nChanged 0
		SP:Iteration 6F (31264.920000 sec): 3 clusters
  Score: Raw -50820.452592 + Penalty 2829.076107 = -47991.376485
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31265.000000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31265.180000 sec): 3 clusters
  Score: Raw -27343.069758 + Penalty 2570.164641 = -24772.905117
  nChanged 17
		SP:Iteration 1F (31265.350000 sec): 3 clusters
  Score: Raw -27442.674899 + Penalty 2570.164641 = -24872.510258
  nChanged 4
		SP:Iteration 2Q (31265.530000 sec): 3 clusters
  Score: Raw -27472.775047 + Penalty 2570.164641 = -24902.610406
  nChanged 1
		SP:Iteration 3Q (31265.700000 sec): 3 clusters
  Score: Raw -27477.434492 + Penalty 2570.164641 = -24907.269851
  nChanged 0
		SP:Iteration 4F (31265.880000 sec): 3 clusters
  Score: Raw -27477.434492 + Penalty 2570.164641 = -24907.269851
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31265.970000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31266.140000 sec): 3 clusters
  Score: Raw -48002.302089 + Penalty 2810.547637 = -45191.754452
  nChanged 27
		SP:Iteration 1F (31266.320000 sec): 3 clusters
  Score: Raw -48104.020675 + Penalty 2810.547637 = -45293.473038
  nChanged 13
		SP:Iteration 2Q (31266.490000 sec): 3 clusters
  Score: Raw -48164.941533 + Penalty 2810.547637 = -45354.393896
  nChanged 7
		SP:Iteration 3Q (31266.660000 sec): 3 clusters
  Score: Raw -48217.548573 + Penalty 2810.547637 = -45407.000935
  nChanged 2
		SP:Iteration 4Q (31266.820000 sec): 3 clusters
  Score: Raw -48226.949893 + Penalty 2810.547637 = -45416.402255
  nChanged 1
		SP:Iteration 5Q (31266.980000 sec): 3 clusters
  Score: Raw -48231.218549 + Penalty 2810.547637 = -45420.670912
  nChanged 0
		SP:Iteration 6F (31267.150000 sec): 3 clusters
  Score: Raw -48231.218549 + Penalty 2810.547637 = -45420.670912
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31267.230000 sec): 2 clusters
  Score: Raw -151025.120837 + Penalty 1690.821982 = -149334.298856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31267.380000 sec): 3 clusters
  Score: Raw -150882.929486 + Penalty 3381.643963 = -147501.285523
  nChanged 255
		SP:Iteration 1F (31267.400000 sec): 3 clusters
  Score: Raw -151236.414459 + Penalty 3381.643963 = -147854.770495
  nChanged 62
		SP:Iteration 2F (31267.440000 sec): 3 clusters
  Score: Raw -151346.425621 + Penalty 3381.643963 = -147964.781657
  nChanged 31
		SP:Iteration 3Q (31267.470000 sec): 3 clusters
  Score: Raw -151430.901591 + Penalty 3381.643963 = -148049.257628
  nChanged 32
		SP:Iteration 4Q (31267.500000 sec): 3 clusters
  Score: Raw -151467.573522 + Penalty 3381.643963 = -148085.929559
  nChanged 20
		SP:Iteration 5Q (31267.530000 sec): 3 clusters
  Score: Raw -151496.796934 + Penalty 3381.643963 = -148115.152970
  nChanged 18
		SP:Iteration 6Q (31267.560000 sec): 3 clusters
  Score: Raw -151533.884449 + Penalty 3381.643963 = -148152.240485
  nChanged 27
		SP:Iteration 7Q (31267.590000 sec): 3 clusters
  Score: Raw -151575.360169 + Penalty 3381.643963 = -148193.716206
  nChanged 29
		SP:Iteration 8Q (31267.620000 sec): 3 clusters
  Score: Raw -151636.800154 + Penalty 3381.643963 = -148255.156190
  nChanged 29
		SP:Iteration 9Q (31267.660000 sec): 3 clusters
  Score: Raw -151695.628878 + Penalty 3381.643963 = -148313.984915
  nChanged 25
		SP:Iteration 10Q (31267.680000 sec): 3 clusters
  Score: Raw -151755.879724 + Penalty 3381.643963 = -148374.235760
  nChanged 22
		SP:Iteration 11Q (31267.720000 sec): 3 clusters
  Score: Raw -151835.868984 + Penalty 3381.643963 = -148454.225021
  nChanged 24
		SP:Iteration 12Q (31267.750000 sec): 3 clusters
  Score: Raw -151952.824226 + Penalty 3381.643963 = -148571.180262
  nChanged 23
		SP:Iteration 13Q (31267.780000 sec): 3 clusters
  Score: Raw -152052.028879 + Penalty 3381.643963 = -148670.384915
  nChanged 19
		SP:Iteration 14Q (31267.810000 sec): 3 clusters
  Score: Raw -152128.637040 + Penalty 3381.643963 = -148746.993076
  nChanged 18
		SP:Iteration 15Q (31267.840000 sec): 3 clusters
  Score: Raw -152204.917028 + Penalty 3381.643963 = -148823.273064
  nChanged 21
		SP:Iteration 16Q (31267.870000 sec): 3 clusters
  Score: Raw -152281.900399 + Penalty 3381.643963 = -148900.256436
  nChanged 24
		SP:Iteration 17Q (31267.900000 sec): 3 clusters
  Score: Raw -152359.638540 + Penalty 3381.643963 = -148977.994577
  nChanged 20
		SP:Iteration 18Q (31267.930000 sec): 3 clusters
  Score: Raw -152444.031753 + Penalty 3381.643963 = -149062.387790
  nChanged 17
		SP:Iteration 19Q (31267.960000 sec): 3 clusters
  Score: Raw -152512.741015 + Penalty 3381.643963 = -149131.097051
  nChanged 12
		SP:Iteration 20F (31268.000000 sec): 3 clusters
  Score: Raw -152588.854733 + Penalty 3381.643963 = -149207.210769
  nChanged 18
		SP:Iteration 21Q (31268.030000 sec): 3 clusters
  Score: Raw -152675.598230 + Penalty 3381.643963 = -149293.954266
  nChanged 13
		SP:Iteration 22Q (31268.060000 sec): 3 clusters
  Score: Raw -152717.653243 + Penalty 3381.643963 = -149336.009280
  nChanged 12
		SP:Iteration 23Q (31268.090000 sec): 3 clusters
  Score: Raw -152739.751654 + Penalty 3381.643963 = -149358.107691
  nChanged 6
		SP:Iteration 24Q (31268.120000 sec): 3 clusters
  Score: Raw -152752.376745 + Penalty 3381.643963 = -149370.732781
  nChanged 5
		SP:Iteration 25Q (31268.150000 sec): 3 clusters
  Score: Raw -152766.257435 + Penalty 3381.643963 = -149384.613472
  nChanged 3
		SP:Iteration 26Q (31268.180000 sec): 3 clusters
  Score: Raw -152775.053190 + Penalty 3381.643963 = -149393.409227
  nChanged 3
		SP:Iteration 27Q (31268.210000 sec): 3 clusters
  Score: Raw -152780.405091 + Penalty 3381.643963 = -149398.761128
  nChanged 1
		SP:Iteration 28Q (31268.240000 sec): 3 clusters
  Score: Raw -152781.456806 + Penalty 3381.643963 = -149399.812842
  nChanged 0
		SP:Iteration 29F (31268.270000 sec): 3 clusters
  Score: Raw -152781.456806 + Penalty 3381.643963 = -149399.812842
  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 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31268.320000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31268.330000 sec): 3 clusters
  Score: Raw -44994.926079 + Penalty 2927.706133 = -42067.219946
  nChanged 66
		SP:Iteration 1F (31268.350000 sec): 3 clusters
  Score: Raw -45135.142367 + Penalty 2927.706133 = -42207.436234
  nChanged 19
		SP:Iteration 2F (31268.360000 sec): 3 clusters
  Score: Raw -45179.532242 + Penalty 2927.706133 = -42251.826109
  nChanged 5
		SP:Iteration 3Q (31268.370000 sec): 3 clusters
  Score: Raw -45185.985047 + Penalty 2927.706133 = -42258.278914
  nChanged 3
		SP:Iteration 4Q (31268.390000 sec): 3 clusters
  Score: Raw -45187.999951 + Penalty 2927.706133 = -42260.293818
  nChanged 2
		SP:Iteration 5Q (31268.400000 sec): 3 clusters
  Score: Raw -45189.652376 + Penalty 2927.706133 = -42261.946242
  nChanged 5
		SP:Iteration 6Q (31268.420000 sec): 3 clusters
  Score: Raw -45196.637410 + Penalty 2927.706133 = -42268.931277
  nChanged 12
		SP:Iteration 7Q (31268.430000 sec): 3 clusters
  Score: Raw -45232.732007 + Penalty 2927.706133 = -42305.025873
  nChanged 12
		SP:Iteration 8Q (31268.450000 sec): 3 clusters
  Score: Raw -45267.938152 + Penalty 2927.706133 = -42340.232018
  nChanged 14
		SP:Iteration 9Q (31268.460000 sec): 3 clusters
  Score: Raw -45316.216547 + Penalty 2927.706133 = -42388.510414
  nChanged 6
		SP:Iteration 10Q (31268.480000 sec): 3 clusters
  Score: Raw -45328.986927 + Penalty 2927.706133 = -42401.280794
  nChanged 4
		SP:Iteration 11Q (31268.490000 sec): 3 clusters
  Score: Raw -45353.601296 + Penalty 2927.706133 = -42425.895162
  nChanged 3
		SP:Iteration 12Q (31268.510000 sec): 3 clusters
  Score: Raw -45373.220194 + Penalty 2927.706133 = -42445.514061
  nChanged 1
		SP:Iteration 13Q (31268.520000 sec): 3 clusters
  Score: Raw -45389.134869 + Penalty 2927.706133 = -42461.428735
  nChanged 3
		SP:Iteration 14Q (31268.540000 sec): 3 clusters
  Score: Raw -45398.717989 + Penalty 2927.706133 = -42471.011856
  nChanged 2
		SP:Iteration 15Q (31268.550000 sec): 3 clusters
  Score: Raw -45402.845806 + Penalty 2927.706133 = -42475.139672
  nChanged 0
		SP:Iteration 16F (31268.570000 sec): 3 clusters
  Score: Raw -45402.845806 + Penalty 2927.706133 = -42475.139672
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31268.770000 sec): 2 clusters
  Score: Raw -2767264.434851 + Penalty 2402.793663 = -2764861.641188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31269.080000 sec): 3 clusters
  Score: Raw -2758079.520859 + Penalty 4805.587326 = -2753273.933533
  nChanged 6923
		SP:Iteration 1F (31269.380000 sec): 3 clusters
  Score: Raw -2761640.518527 + Penalty 4805.587326 = -2756834.931201
  nChanged 957
		SP:Iteration 2F (31269.680000 sec): 3 clusters
  Score: Raw -2762067.309376 + Penalty 4805.587326 = -2757261.722050
  nChanged 833
		SP:Iteration 3F (31269.980000 sec): 3 clusters
  Score: Raw -2762450.894582 + Penalty 4805.587326 = -2757645.307256
  nChanged 765
		SP:Iteration 4Q (31270.330000 sec): 3 clusters
  Score: Raw -2762789.092900 + Penalty 4805.587326 = -2757983.505574
  nChanged 728
		SP:Iteration 5Q (31270.590000 sec): 3 clusters
  Score: Raw -2763124.207256 + Penalty 4805.587326 = -2758318.619930
  nChanged 741
		SP:Iteration 6Q (31270.900000 sec): 3 clusters
  Score: Raw -2763510.587904 + Penalty 4805.587326 = -2758705.000578
  nChanged 782
		SP:Iteration 7Q (31271.210000 sec): 3 clusters
  Score: Raw -2763955.995052 + Penalty 4805.587326 = -2759150.407726
  nChanged 791
		SP:Iteration 8Q (31271.520000 sec): 3 clusters
  Score: Raw -2764447.877598 + Penalty 4805.587326 = -2759642.290272
  nChanged 830
		SP:Iteration 9F (31271.830000 sec): 3 clusters
  Score: Raw -2765059.896396 + Penalty 4805.587326 = -2760254.309070
  nChanged 834
		SP:Iteration 10F (31272.140000 sec): 3 clusters
  Score: Raw -2765752.960895 + Penalty 4805.587326 = -2760947.373569
  nChanged 736
		SP:Iteration 11Q (31272.440000 sec): 3 clusters
  Score: Raw -2766412.075811 + Penalty 4805.587326 = -2761606.488484
  nChanged 539
		SP:Iteration 12Q (31272.750000 sec): 3 clusters
  Score: Raw -2766923.697518 + Penalty 4805.587326 = -2762118.110191
  nChanged 323
		SP:Iteration 13Q (31273.060000 sec): 3 clusters
  Score: Raw -2767218.626938 + Penalty 4805.587326 = -2762413.039612
  nChanged 180
		SP:Iteration 14Q (31273.320000 sec): 3 clusters
  Score: Raw -2767381.974679 + Penalty 4805.587326 = -2762576.387352
  nChanged 117
		SP:Iteration 15Q (31273.590000 sec): 3 clusters
  Score: Raw -2767482.847385 + Penalty 4805.587326 = -2762677.260059
  nChanged 69
		SP:Iteration 16Q (31273.860000 sec): 3 clusters
  Score: Raw -2767548.254365 + Penalty 4805.587326 = -2762742.667038
  nChanged 47
		SP:Iteration 17Q (31274.120000 sec): 3 clusters
  Score: Raw -2767587.855465 + Penalty 4805.587326 = -2762782.268139
  nChanged 25
		SP:Iteration 18Q (31274.390000 sec): 3 clusters
  Score: Raw -2767607.987526 + Penalty 4805.587326 = -2762802.400199
  nChanged 18
		SP:Iteration 19Q (31274.660000 sec): 3 clusters
  Score: Raw -2767621.533838 + Penalty 4805.587326 = -2762815.946512
  nChanged 10
		SP:Iteration 20F (31274.920000 sec): 3 clusters
  Score: Raw -2767627.796298 + Penalty 4805.587326 = -2762822.208972
  nChanged 3
		SP:Iteration 21Q (31275.190000 sec): 3 clusters
  Score: Raw -2767630.139869 + Penalty 4805.587326 = -2762824.552543
  nChanged 4
		SP:Iteration 22Q (31275.450000 sec): 3 clusters
  Score: Raw -2767633.224143 + Penalty 4805.587326 = -2762827.636817
  nChanged 3
		SP:Iteration 23Q (31275.720000 sec): 3 clusters
  Score: Raw -2767635.266459 + Penalty 4805.587326 = -2762829.679133
  nChanged 2
		SP:Iteration 24Q (31275.980000 sec): 3 clusters
  Score: Raw -2767636.092172 + Penalty 4805.587326 = -2762830.504846
  nChanged 1
		SP:Iteration 25Q (31276.250000 sec): 3 clusters
  Score: Raw -2767636.530688 + Penalty 4805.587326 = -2762830.943361
  nChanged 1
		SP:Iteration 26Q (31276.520000 sec): 3 clusters
  Score: Raw -2767636.970483 + Penalty 4805.587326 = -2762831.383157
  nChanged 1
		SP:Iteration 27Q (31276.780000 sec): 3 clusters
  Score: Raw -2767637.386133 + Penalty 4805.587326 = -2762831.798807
  nChanged 2
		SP:Iteration 28Q (31277.050000 sec): 3 clusters
  Score: Raw -2767637.791282 + Penalty 4805.587326 = -2762832.203956
  nChanged 0
		SP:Iteration 29F (31277.360000 sec): 3 clusters
  Score: Raw -2767637.791282 + Penalty 4805.587326 = -2762832.203956
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31277.440000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31277.620000 sec): 3 clusters
  Score: Raw -18959.123063 + Penalty 2686.385799 = -16272.737264
  nChanged 32
		SP:Iteration 1F (31277.800000 sec): 3 clusters
  Score: Raw -19104.885603 + Penalty 2686.385799 = -16418.499803
  nChanged 15
		SP:Iteration 2F (31277.970000 sec): 3 clusters
  Score: Raw -19179.197342 + Penalty 2686.385799 = -16492.811543
  nChanged 5
		SP:Iteration 3Q (31278.150000 sec): 3 clusters
  Score: Raw -19199.262580 + Penalty 2686.385799 = -16512.876781
  nChanged 4
		SP:Iteration 4Q (31278.320000 sec): 3 clusters
  Score: Raw -19222.164755 + Penalty 2686.385799 = -16535.778956
  nChanged 2
		SP:Iteration 5Q (31278.500000 sec): 3 clusters
  Score: Raw -19243.048500 + Penalty 2686.385799 = -16556.662700
  nChanged 1
		SP:Iteration 6Q (31278.680000 sec): 3 clusters
  Score: Raw -19260.447655 + Penalty 2686.385799 = -16574.061856
  nChanged 0
		SP:Iteration 7F (31278.850000 sec): 3 clusters
  Score: Raw -19263.539158 + Penalty 2686.385799 = -16577.153359
  nChanged 1
		SP:Iteration 8Q (31279.020000 sec): 3 clusters
  Score: Raw -19289.467872 + Penalty 2686.385799 = -16603.082072
  nChanged 0
		SP:Iteration 9F (31279.120000 sec): 3 clusters
  Score: Raw -19289.467872 + Penalty 2686.385799 = -16603.082072
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31279.140000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31279.150000 sec): 3 clusters
  Score: Raw -25045.827071 + Penalty 2575.706598 = -22470.120473
  nChanged 10
		SP:Iteration 1F (31279.160000 sec): 3 clusters
  Score: Raw -25126.734631 + Penalty 2575.706598 = -22551.028033
  nChanged 4
		SP:Iteration 2Q (31279.170000 sec): 3 clusters
  Score: Raw -25169.355635 + Penalty 2575.706598 = -22593.649037
  nChanged 4
		SP:Iteration 3Q (31279.180000 sec): 3 clusters
  Score: Raw -25189.252094 + Penalty 2575.706598 = -22613.545495
  nChanged 2
		SP:Iteration 4Q (31279.180000 sec): 3 clusters
  Score: Raw -25203.857947 + Penalty 2575.706598 = -22628.151349
  nChanged 0
		SP:Iteration 5F (31279.190000 sec): 3 clusters
  Score: Raw -25203.857947 + Penalty 2575.706598 = -22628.151349
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31279.210000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31279.220000 sec): 3 clusters
  Score: Raw -20152.173039 + Penalty 2544.429763 = -17607.743277
  nChanged 23
		SP:Iteration 1F (31279.230000 sec): 3 clusters
  Score: Raw -20287.716479 + Penalty 2544.429763 = -17743.286716
  nChanged 9
		SP:Iteration 2F (31279.240000 sec): 3 clusters
  Score: Raw -20365.269468 + Penalty 2544.429763 = -17820.839706
  nChanged 5
		SP:Iteration 3Q (31279.240000 sec): 3 clusters
  Score: Raw -20423.355315 + Penalty 2544.429763 = -17878.925552
  nChanged 8
		SP:Iteration 4Q (31279.250000 sec): 3 clusters
  Score: Raw -20492.054860 + Penalty 2544.429763 = -17947.625098
  nChanged 1
		SP:Iteration 5Q (31279.260000 sec): 3 clusters
  Score: Raw -20521.691874 + Penalty 2544.429763 = -17977.262111
  nChanged 1
		SP:Iteration 6Q (31279.270000 sec): 3 clusters
  Score: Raw -20537.427930 + Penalty 2544.429763 = -17992.998167
  nChanged 1
		SP:Iteration 7Q (31279.280000 sec): 3 clusters
  Score: Raw -20543.465004 + Penalty 2544.429763 = -17999.035242
  nChanged 0
		SP:Iteration 8F (31279.280000 sec): 3 clusters
  Score: Raw -20543.465004 + Penalty 2544.429763 = -17999.035242
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31279.320000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31279.340000 sec): 3 clusters
  Score: Raw -71972.282267 + Penalty 2992.410766 = -68979.871501
  nChanged 60
		SP:Iteration 1F (31279.360000 sec): 3 clusters
  Score: Raw -72091.669804 + Penalty 2992.410766 = -69099.259038
  nChanged 18
		SP:Iteration 2Q (31279.380000 sec): 3 clusters
  Score: Raw -72142.513208 + Penalty 2992.410766 = -69150.102442
  nChanged 10
		SP:Iteration 3Q (31279.400000 sec): 3 clusters
  Score: Raw -72166.005981 + Penalty 2992.410766 = -69173.595215
  nChanged 2
		SP:Iteration 4Q (31279.410000 sec): 3 clusters
  Score: Raw -72170.082302 + Penalty 2992.410766 = -69177.671536
  nChanged 1
		SP:Iteration 5Q (31279.430000 sec): 3 clusters
  Score: Raw -72172.381701 + Penalty 2992.410766 = -69179.970935
  nChanged 2
		SP:Iteration 6Q (31279.440000 sec): 3 clusters
  Score: Raw -72175.999400 + Penalty 2992.410766 = -69183.588634
  nChanged 0
		SP:Iteration 7F (31279.460000 sec): 3 clusters
  Score: Raw -72175.999400 + Penalty 2992.410766 = -69183.588634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31279.660000 sec): 2 clusters
  Score: Raw -3706655.542874 + Penalty 2469.965181 = -3704185.577694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31279.940000 sec): 3 clusters
  Score: Raw -3694355.474771 + Penalty 4939.930361 = -3689415.544410
  nChanged 9240
		SP:Iteration 1F (31280.250000 sec): 3 clusters
  Score: Raw -3699371.065550 + Penalty 4939.930361 = -3694431.135189
  nChanged 1092
		SP:Iteration 2F (31280.590000 sec): 3 clusters
  Score: Raw -3699840.511211 + Penalty 4939.930361 = -3694900.580850
  nChanged 1037
		SP:Iteration 3Q (31280.930000 sec): 3 clusters
  Score: Raw -3700292.843348 + Penalty 4939.930361 = -3695352.912987
  nChanged 1004
		SP:Iteration 4Q (31281.270000 sec): 3 clusters
  Score: Raw -3700805.715397 + Penalty 4939.930361 = -3695865.785036
  nChanged 1047
		SP:Iteration 5Q (31281.610000 sec): 3 clusters
  Score: Raw -3701422.661228 + Penalty 4939.930361 = -3696482.730867
  nChanged 1100
		SP:Iteration 6F (31281.950000 sec): 3 clusters
  Score: Raw -3702048.861604 + Penalty 4939.930361 = -3697108.931243
  nChanged 1082
		SP:Iteration 7F (31282.290000 sec): 3 clusters
  Score: Raw -3702693.714189 + Penalty 4939.930361 = -3697753.783828
  nChanged 1065
		SP:Iteration 8F (31282.630000 sec): 3 clusters
  Score: Raw -3703299.088425 + Penalty 4939.930361 = -3698359.158064
  nChanged 971
		SP:Iteration 9Q (31282.970000 sec): 3 clusters
  Score: Raw -3703744.720152 + Penalty 4939.930361 = -3698804.789791
  nChanged 792
		SP:Iteration 10Q (31283.310000 sec): 3 clusters
  Score: Raw -3704037.840849 + Penalty 4939.930361 = -3699097.910488
  nChanged 633
		SP:Iteration 11Q (31283.650000 sec): 3 clusters
  Score: Raw -3704248.320857 + Penalty 4939.930361 = -3699308.390496
  nChanged 516
		SP:Iteration 12Q (31283.980000 sec): 3 clusters
  Score: Raw -3704395.507851 + Penalty 4939.930361 = -3699455.577489
  nChanged 428
		SP:Iteration 13Q (31284.330000 sec): 3 clusters
  Score: Raw -3704507.043358 + Penalty 4939.930361 = -3699567.112997
  nChanged 339
		SP:Iteration 14Q (31284.660000 sec): 3 clusters
  Score: Raw -3704591.040797 + Penalty 4939.930361 = -3699651.110436
  nChanged 301
		SP:Iteration 15Q (31284.990000 sec): 3 clusters
  Score: Raw -3704662.556829 + Penalty 4939.930361 = -3699722.626468
  nChanged 280
		SP:Iteration 16Q (31285.340000 sec): 3 clusters
  Score: Raw -3704729.374251 + Penalty 4939.930361 = -3699789.443890
  nChanged 240
		SP:Iteration 17Q (31285.670000 sec): 3 clusters
  Score: Raw -3704783.263200 + Penalty 4939.930361 = -3699843.332839
  nChanged 216
		SP:Iteration 18Q (31286.000000 sec): 3 clusters
  Score: Raw -3704828.242498 + Penalty 4939.930361 = -3699888.312137
  nChanged 214
		SP:Iteration 19Q (31286.350000 sec): 3 clusters
  Score: Raw -3704877.911177 + Penalty 4939.930361 = -3699937.980816
  nChanged 223
		SP:Iteration 20F (31286.690000 sec): 3 clusters
  Score: Raw -3704927.104173 + Penalty 4939.930361 = -3699987.173812
  nChanged 223
		SP:Iteration 21Q (31287.070000 sec): 3 clusters
  Score: Raw -3704974.535741 + Penalty 4939.930361 = -3700034.605380
  nChanged 219
		SP:Iteration 22Q (31287.410000 sec): 3 clusters
  Score: Raw -3705020.602604 + Penalty 4939.930361 = -3700080.672243
  nChanged 208
		SP:Iteration 23Q (31287.780000 sec): 3 clusters
  Score: Raw -3705064.673795 + Penalty 4939.930361 = -3700124.743434
  nChanged 206
		SP:Iteration 24Q (31288.160000 sec): 3 clusters
  Score: Raw -3705106.166670 + Penalty 4939.930361 = -3700166.236309
  nChanged 197
		SP:Iteration 25Q (31288.530000 sec): 3 clusters
  Score: Raw -3705146.388812 + Penalty 4939.930361 = -3700206.458451
  nChanged 195
		SP:Iteration 26Q (31288.860000 sec): 3 clusters
  Score: Raw -3705185.557425 + Penalty 4939.930361 = -3700245.627064
  nChanged 184
		SP:Iteration 27Q (31289.190000 sec): 3 clusters
  Score: Raw -3705223.979806 + Penalty 4939.930361 = -3700284.049445
  nChanged 194
		SP:Iteration 28Q (31289.510000 sec): 3 clusters
  Score: Raw -3705263.576885 + Penalty 4939.930361 = -3700323.646524
  nChanged 164
		SP:Iteration 29Q (31289.840000 sec): 3 clusters
  Score: Raw -3705297.189201 + Penalty 4939.930361 = -3700357.258839
  nChanged 164
		SP:Iteration 30Q (31290.190000 sec): 3 clusters
  Score: Raw -3705328.804554 + Penalty 4939.930361 = -3700388.874192
  nChanged 169
		SP:Iteration 31Q (31290.520000 sec): 3 clusters
  Score: Raw -3705360.788965 + Penalty 4939.930361 = -3700420.858604
  nChanged 162
		SP:Iteration 32Q (31290.850000 sec): 3 clusters
  Score: Raw -3705391.767711 + Penalty 4939.930361 = -3700451.837350
  nChanged 165
		SP:Iteration 33Q (31291.180000 sec): 3 clusters
  Score: Raw -3705424.032596 + Penalty 4939.930361 = -3700484.102234
  nChanged 153
		SP:Iteration 34Q (31291.510000 sec): 3 clusters
  Score: Raw -3705457.177000 + Penalty 4939.930361 = -3700517.246639
  nChanged 159
		SP:Iteration 35Q (31291.850000 sec): 3 clusters
  Score: Raw -3705489.288881 + Penalty 4939.930361 = -3700549.358520
  nChanged 161
		SP:Iteration 36Q (31292.190000 sec): 3 clusters
  Score: Raw -3705523.331117 + Penalty 4939.930361 = -3700583.400756
  nChanged 178
		SP:Iteration 37Q (31292.520000 sec): 3 clusters
  Score: Raw -3705563.620774 + Penalty 4939.930361 = -3700623.690413
  nChanged 185
		SP:Iteration 38Q (31292.840000 sec): 3 clusters
  Score: Raw -3705611.618383 + Penalty 4939.930361 = -3700671.688022
  nChanged 212
		SP:Iteration 39Q (31293.210000 sec): 3 clusters
  Score: Raw -3705665.498412 + Penalty 4939.930361 = -3700725.568051
  nChanged 190
		SP:Iteration 40F (31293.550000 sec): 3 clusters
  Score: Raw -3705707.900257 + Penalty 4939.930361 = -3700767.969896
  nChanged 183
		SP:Iteration 41Q (31293.930000 sec): 3 clusters
  Score: Raw -3705750.513255 + Penalty 4939.930361 = -3700810.582894
  nChanged 188
		SP:Iteration 42Q (31294.270000 sec): 3 clusters
  Score: Raw -3705796.802266 + Penalty 4939.930361 = -3700856.871905
  nChanged 197
		SP:Iteration 43Q (31294.620000 sec): 3 clusters
  Score: Raw -3705846.661818 + Penalty 4939.930361 = -3700906.731457
  nChanged 217
		SP:Iteration 44Q (31294.960000 sec): 3 clusters
  Score: Raw -3705907.956170 + Penalty 4939.930361 = -3700968.025809
  nChanged 201
		SP:Iteration 45Q (31295.300000 sec): 3 clusters
  Score: Raw -3705964.651129 + Penalty 4939.930361 = -3701024.720768
  nChanged 222
		SP:Iteration 46Q (31295.630000 sec): 3 clusters
  Score: Raw -3706031.074487 + Penalty 4939.930361 = -3701091.144126
  nChanged 226
		SP:Iteration 47Q (31295.900000 sec): 3 clusters
  Score: Raw -3706100.756622 + Penalty 4939.930361 = -3701160.826261
  nChanged 208
		SP:Iteration 48Q (31296.280000 sec): 3 clusters
  Score: Raw -3706168.096982 + Penalty 4939.930361 = -3701228.166621
  nChanged 205
		SP:Iteration 49Q (31296.590000 sec): 3 clusters
  Score: Raw -3706228.835245 + Penalty 4939.930361 = -3701288.904884
  nChanged 176
		SP:Iteration 50Q (31296.930000 sec): 3 clusters
  Score: Raw -3706277.123346 + Penalty 4939.930361 = -3701337.192985
  nChanged 159
		SP:Iteration 51Q (31297.260000 sec): 3 clusters
  Score: Raw -3706317.231501 + Penalty 4939.930361 = -3701377.301140
  nChanged 150
		SP:Iteration 52Q (31297.590000 sec): 3 clusters
  Score: Raw -3706357.678325 + Penalty 4939.930361 = -3701417.747964
  nChanged 162
		SP:Iteration 53Q (31298.020000 sec): 3 clusters
  Score: Raw -3706403.936691 + Penalty 4939.930361 = -3701464.006330
  nChanged 129
		SP:Iteration 54Q (31298.360000 sec): 3 clusters
  Score: Raw -3706436.916371 + Penalty 4939.930361 = -3701496.986009
  nChanged 137
		SP:Iteration 55Q (31298.690000 sec): 3 clusters
  Score: Raw -3706477.520118 + Penalty 4939.930361 = -3701537.589757
  nChanged 139
		SP:Iteration 56Q (31299.030000 sec): 3 clusters
  Score: Raw -3706516.555556 + Penalty 4939.930361 = -3701576.625195
  nChanged 129
		SP:Iteration 57Q (31299.390000 sec): 3 clusters
  Score: Raw -3706561.345584 + Penalty 4939.930361 = -3701621.415223
  nChanged 138
		SP:Iteration 58Q (31299.700000 sec): 3 clusters
  Score: Raw -3706609.763068 + Penalty 4939.930361 = -3701669.832707
  nChanged 137
		SP:Iteration 59Q (31300.030000 sec): 3 clusters
  Score: Raw -3706662.701730 + Penalty 4939.930361 = -3701722.771369
  nChanged 121
		SP:Iteration 60F (31300.320000 sec): 3 clusters
  Score: Raw -3706704.149408 + Penalty 4939.930361 = -3701764.219047
  nChanged 109
		SP:Iteration 61Q (31300.560000 sec): 3 clusters
  Score: Raw -3706740.443951 + Penalty 4939.930361 = -3701800.513590
  nChanged 101
		SP:Iteration 62Q (31300.950000 sec): 3 clusters
  Score: Raw -3706769.898863 + Penalty 4939.930361 = -3701829.968502
  nChanged 80
		SP:Iteration 63Q (31301.290000 sec): 3 clusters
  Score: Raw -3706793.742895 + Penalty 4939.930361 = -3701853.812534
  nChanged 68
		SP:Iteration 64Q (31301.630000 sec): 3 clusters
  Score: Raw -3706814.369736 + Penalty 4939.930361 = -3701874.439375
  nChanged 70
		SP:Iteration 65Q (31301.980000 sec): 3 clusters
  Score: Raw -3706836.602639 + Penalty 4939.930361 = -3701896.672278
  nChanged 80
		SP:Iteration 66Q (31302.230000 sec): 3 clusters
  Score: Raw -3706864.342619 + Penalty 4939.930361 = -3701924.412258
  nChanged 80
		SP:Iteration 67Q (31302.570000 sec): 3 clusters
  Score: Raw -3706888.024741 + Penalty 4939.930361 = -3701948.094380
  nChanged 78
		SP:Iteration 68Q (31302.950000 sec): 3 clusters
  Score: Raw -3706915.531335 + Penalty 4939.930361 = -3701975.600974
  nChanged 72
		SP:Iteration 69Q (31303.290000 sec): 3 clusters
  Score: Raw -3706940.366649 + Penalty 4939.930361 = -3702000.436288
  nChanged 64
		SP:Iteration 70Q (31303.640000 sec): 3 clusters
  Score: Raw -3706965.355932 + Penalty 4939.930361 = -3702025.425571
  nChanged 69
		SP:Iteration 71Q (31303.990000 sec): 3 clusters
  Score: Raw -3706987.770965 + Penalty 4939.930361 = -3702047.840604
  nChanged 71
		SP:Iteration 72Q (31304.330000 sec): 3 clusters
  Score: Raw -3707008.106404 + Penalty 4939.930361 = -3702068.176043
  nChanged 47
		SP:Iteration 73Q (31304.590000 sec): 3 clusters
  Score: Raw -3707020.144171 + Penalty 4939.930361 = -3702080.213810
  nChanged 36
		SP:Iteration 74Q (31304.930000 sec): 3 clusters
  Score: Raw -3707031.794606 + Penalty 4939.930361 = -3702091.864244
  nChanged 39
		SP:Iteration 75Q (31305.270000 sec): 3 clusters
  Score: Raw -3707046.136988 + Penalty 4939.930361 = -3702106.206627
  nChanged 39
		SP:Iteration 76Q (31305.660000 sec): 3 clusters
  Score: Raw -3707057.732539 + Penalty 4939.930361 = -3702117.802178
  nChanged 40
		SP:Iteration 77Q (31306.040000 sec): 3 clusters
  Score: Raw -3707071.555979 + Penalty 4939.930361 = -3702131.625618
  nChanged 43
		SP:Iteration 78Q (31306.390000 sec): 3 clusters
  Score: Raw -3707087.833019 + Penalty 4939.930361 = -3702147.902658
  nChanged 50
		SP:Iteration 79Q (31306.770000 sec): 3 clusters
  Score: Raw -3707102.924558 + Penalty 4939.930361 = -3702162.994197
  nChanged 36
		SP:Iteration 80F (31307.070000 sec): 3 clusters
  Score: Raw -3707111.592315 + Penalty 4939.930361 = -3702171.661954
  nChanged 26
		SP:Iteration 81Q (31307.430000 sec): 3 clusters
  Score: Raw -3707119.327371 + Penalty 4939.930361 = -3702179.397010
  nChanged 31
		SP:Iteration 82Q (31307.760000 sec): 3 clusters
  Score: Raw -3707131.021546 + Penalty 4939.930361 = -3702191.091185
  nChanged 34
		SP:Iteration 83Q (31308.130000 sec): 3 clusters
  Score: Raw -3707144.497179 + Penalty 4939.930361 = -3702204.566818
  nChanged 33
		SP:Iteration 84Q (31308.510000 sec): 3 clusters
  Score: Raw -3707155.161403 + Penalty 4939.930361 = -3702215.231042
  nChanged 30
		SP:Iteration 85Q (31308.900000 sec): 3 clusters
  Score: Raw -3707163.869490 + Penalty 4939.930361 = -3702223.939129
  nChanged 26
		SP:Iteration 86Q (31309.200000 sec): 3 clusters
  Score: Raw -3707171.891067 + Penalty 4939.930361 = -3702231.960705
  nChanged 21
		SP:Iteration 87Q (31309.540000 sec): 3 clusters
  Score: Raw -3707177.541836 + Penalty 4939.930361 = -3702237.611474
  nChanged 24
		SP:Iteration 88Q (31309.880000 sec): 3 clusters
  Score: Raw -3707184.873755 + Penalty 4939.930361 = -3702244.943394
  nChanged 22
		SP:Iteration 89Q (31310.230000 sec): 3 clusters
  Score: Raw -3707190.379280 + Penalty 4939.930361 = -3702250.448919
  nChanged 14
		SP:Iteration 90Q (31310.570000 sec): 3 clusters
  Score: Raw -3707194.311966 + Penalty 4939.930361 = -3702254.381604
  nChanged 13
		SP:Iteration 91Q (31310.810000 sec): 3 clusters
  Score: Raw -3707197.664985 + Penalty 4939.930361 = -3702257.734624
  nChanged 13
		SP:Iteration 92Q (31311.070000 sec): 3 clusters
  Score: Raw -3707201.350405 + Penalty 4939.930361 = -3702261.420044
  nChanged 16
		SP:Iteration 93Q (31311.470000 sec): 3 clusters
  Score: Raw -3707206.642530 + Penalty 4939.930361 = -3702266.712169
  nChanged 14
		SP:Iteration 94Q (31311.670000 sec): 3 clusters
  Score: Raw -3707210.407607 + Penalty 4939.930361 = -3702270.477246
  nChanged 16
		SP:Iteration 95Q (31312.020000 sec): 3 clusters
  Score: Raw -3707213.688074 + Penalty 4939.930361 = -3702273.757713
  nChanged 9
		SP:Iteration 96Q (31312.410000 sec): 3 clusters
  Score: Raw -3707215.796263 + Penalty 4939.930361 = -3702275.865901
  nChanged 7
		SP:Iteration 97Q (31312.760000 sec): 3 clusters
  Score: Raw -3707217.905989 + Penalty 4939.930361 = -3702277.975628
  nChanged 10
		SP:Iteration 98Q (31313.100000 sec): 3 clusters
  Score: Raw -3707221.082807 + Penalty 4939.930361 = -3702281.152446
  nChanged 11
		SP:Iteration 99Q (31313.450000 sec): 3 clusters
  Score: Raw -3707223.542554 + Penalty 4939.930361 = -3702283.612192
  nChanged 7
		SP:Iteration 100F (31313.780000 sec): 3 clusters
  Score: Raw -3707224.978724 + Penalty 4939.930361 = -3702285.048362
  nChanged 7
		SP:Iteration 101Q (31314.130000 sec): 3 clusters
  Score: Raw -3707226.408458 + Penalty 4939.930361 = -3702286.478097
  nChanged 10
		SP:Iteration 102Q (31314.470000 sec): 3 clusters
  Score: Raw -3707228.809579 + Penalty 4939.930361 = -3702288.879217
  nChanged 8
		SP:Iteration 103Q (31314.810000 sec): 3 clusters
  Score: Raw -3707231.926451 + Penalty 4939.930361 = -3702291.996089
  nChanged 11
		SP:Iteration 104Q (31315.150000 sec): 3 clusters
  Score: Raw -3707235.513969 + Penalty 4939.930361 = -3702295.583608
  nChanged 6
		SP:Iteration 105Q (31315.460000 sec): 3 clusters
  Score: Raw -3707237.212776 + Penalty 4939.930361 = -3702297.282415
  nChanged 8
		SP:Iteration 106Q (31315.780000 sec): 3 clusters
  Score: Raw -3707238.899297 + Penalty 4939.930361 = -3702298.968936
  nChanged 5
		SP:Iteration 107Q (31316.090000 sec): 3 clusters
  Score: Raw -3707239.919209 + Penalty 4939.930361 = -3702299.988848
  nChanged 3
		SP:Iteration 108Q (31316.420000 sec): 3 clusters
  Score: Raw -3707240.512579 + Penalty 4939.930361 = -3702300.582218
  nChanged 4
		SP:Iteration 109Q (31316.740000 sec): 3 clusters
  Score: Raw -3707241.574001 + Penalty 4939.930361 = -3702301.643640
  nChanged 1
		SP:Iteration 110Q (31317.000000 sec): 3 clusters
  Score: Raw -3707242.079524 + Penalty 4939.930361 = -3702302.149163
  nChanged 1
		SP:Iteration 111Q (31317.330000 sec): 3 clusters
  Score: Raw -3707242.420295 + Penalty 4939.930361 = -3702302.489934
  nChanged 3
		SP:Iteration 112Q (31317.680000 sec): 3 clusters
  Score: Raw -3707243.269922 + Penalty 4939.930361 = -3702303.339560
  nChanged 2
		SP:Iteration 113Q (31318.020000 sec): 3 clusters
  Score: Raw -3707243.623134 + Penalty 4939.930361 = -3702303.692773
  nChanged 2
		SP:Iteration 114Q (31318.350000 sec): 3 clusters
  Score: Raw -3707243.880484 + Penalty 4939.930361 = -3702303.950123
  nChanged 1
		SP:Iteration 115Q (31318.660000 sec): 3 clusters
  Score: Raw -3707244.396470 + Penalty 4939.930361 = -3702304.466109
  nChanged 1
		SP:Iteration 116Q (31319.070000 sec): 3 clusters
  Score: Raw -3707244.605996 + Penalty 4939.930361 = -3702304.675635
  nChanged 1
		SP:Iteration 117Q (31319.410000 sec): 3 clusters
  Score: Raw -3707244.749037 + Penalty 4939.930361 = -3702304.818676
  nChanged 1
		SP:Iteration 118Q (31319.760000 sec): 3 clusters
  Score: Raw -3707244.961355 + Penalty 4939.930361 = -3702305.030993
  nChanged 0
		SP:Iteration 119F (31320.100000 sec): 3 clusters
  Score: Raw -3707244.961355 + Penalty 4939.930361 = -3702305.030993
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31320.200000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31320.210000 sec): 3 clusters
  Score: Raw -40783.556376 + Penalty 2773.129542 = -38010.426833
  nChanged 41
		SP:Iteration 1F (31320.220000 sec): 3 clusters
  Score: Raw -40973.308237 + Penalty 2773.129542 = -38200.178695
  nChanged 13
		SP:Iteration 2Q (31320.230000 sec): 3 clusters
  Score: Raw -41048.053570 + Penalty 2773.129542 = -38274.924028
  nChanged 9
		SP:Iteration 3Q (31320.240000 sec): 3 clusters
  Score: Raw -41090.038759 + Penalty 2773.129542 = -38316.909216
  nChanged 6
		SP:Iteration 4Q (31320.240000 sec): 3 clusters
  Score: Raw -41147.145876 + Penalty 2773.129542 = -38374.016334
  nChanged 5
		SP:Iteration 5Q (31320.250000 sec): 3 clusters
  Score: Raw -41172.461462 + Penalty 2773.129542 = -38399.331919
  nChanged 3
		SP:Iteration 6Q (31320.270000 sec): 3 clusters
  Score: Raw -41185.657965 + Penalty 2773.129542 = -38412.528423
  nChanged 0
		SP:Iteration 7F (31320.280000 sec): 3 clusters
  Score: Raw -41185.657965 + Penalty 2773.129542 = -38412.528423
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31320.320000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31320.340000 sec): 3 clusters
  Score: Raw -110484.712066 + Penalty 3200.216281 = -107284.495785
  nChanged 128
		SP:Iteration 1F (31320.370000 sec): 3 clusters
  Score: Raw -110721.194444 + Penalty 3200.216281 = -107520.978162
  nChanged 34
		SP:Iteration 2F (31320.390000 sec): 3 clusters
  Score: Raw -110805.533244 + Penalty 3200.216281 = -107605.316963
  nChanged 24
		SP:Iteration 3Q (31320.420000 sec): 3 clusters
  Score: Raw -110858.255025 + Penalty 3200.216281 = -107658.038743
  nChanged 16
		SP:Iteration 4Q (31320.440000 sec): 3 clusters
  Score: Raw -110883.869948 + Penalty 3200.216281 = -107683.653666
  nChanged 9
		SP:Iteration 5Q (31320.460000 sec): 3 clusters
  Score: Raw -110907.275123 + Penalty 3200.216281 = -107707.058842
  nChanged 7
		SP:Iteration 6Q (31320.480000 sec): 3 clusters
  Score: Raw -110916.522747 + Penalty 3200.216281 = -107716.306466
  nChanged 4
		SP:Iteration 7Q (31320.510000 sec): 3 clusters
  Score: Raw -110926.169546 + Penalty 3200.216281 = -107725.953264
  nChanged 4
		SP:Iteration 8Q (31320.530000 sec): 3 clusters
  Score: Raw -110932.088179 + Penalty 3200.216281 = -107731.871897
  nChanged 1
		SP:Iteration 9Q (31320.560000 sec): 3 clusters
  Score: Raw -110934.313766 + Penalty 3200.216281 = -107734.097485
  nChanged 1
		SP:Iteration 10Q (31320.580000 sec): 3 clusters
  Score: Raw -110948.898558 + Penalty 3200.216281 = -107748.682277
  nChanged 2
		SP:Iteration 11Q (31320.600000 sec): 3 clusters
  Score: Raw -110953.394810 + Penalty 3200.216281 = -107753.178529
  nChanged 2
		SP:Iteration 12Q (31320.620000 sec): 3 clusters
  Score: Raw -110955.478400 + Penalty 3200.216281 = -107755.262119
  nChanged 0
		SP:Iteration 13F (31320.650000 sec): 3 clusters
  Score: Raw -110955.478400 + Penalty 3200.216281 = -107755.262119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31320.680000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31320.690000 sec): 3 clusters
  Score: Raw -30054.618076 + Penalty 2642.626580 = -27411.991497
  nChanged 18
		SP:Iteration 1F (31320.700000 sec): 3 clusters
  Score: Raw -30187.129274 + Penalty 2642.626580 = -27544.502694
  nChanged 8
		SP:Iteration 2Q (31320.700000 sec): 3 clusters
  Score: Raw -30246.294810 + Penalty 2642.626580 = -27603.668230
  nChanged 3
		SP:Iteration 3Q (31320.710000 sec): 3 clusters
  Score: Raw -30264.703632 + Penalty 2642.626580 = -27622.077053
  nChanged 0
		SP:Iteration 4F (31320.720000 sec): 3 clusters
  Score: Raw -30264.703632 + Penalty 2642.626580 = -27622.077053
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31320.760000 sec): 2 clusters
  Score: Raw -108981.123850 + Penalty 1611.573973 = -107369.549877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31320.780000 sec): 3 clusters
  Score: Raw -108983.343903 + Penalty 3223.147946 = -105760.195957
  nChanged 158
		SP:Iteration 1F (31320.800000 sec): 3 clusters
  Score: Raw -109402.939143 + Penalty 3223.147946 = -106179.791197
  nChanged 71
		SP:Iteration 2F (31320.820000 sec): 3 clusters
  Score: Raw -109682.448370 + Penalty 3223.147946 = -106459.300424
  nChanged 44
		SP:Iteration 3F (31320.850000 sec): 3 clusters
  Score: Raw -109903.551685 + Penalty 3223.147946 = -106680.403739
  nChanged 29
		SP:Iteration 4Q (31320.870000 sec): 3 clusters
  Score: Raw -110008.914030 + Penalty 3223.147946 = -106785.766084
  nChanged 16
		SP:Iteration 5Q (31320.900000 sec): 3 clusters
  Score: Raw -110075.748790 + Penalty 3223.147946 = -106852.600844
  nChanged 13
		SP:Iteration 6Q (31320.920000 sec): 3 clusters
  Score: Raw -110115.054424 + Penalty 3223.147946 = -106891.906478
  nChanged 10
		SP:Iteration 7Q (31320.940000 sec): 3 clusters
  Score: Raw -110148.985940 + Penalty 3223.147946 = -106925.837994
  nChanged 8
		SP:Iteration 8Q (31320.960000 sec): 3 clusters
  Score: Raw -110172.003829 + Penalty 3223.147946 = -106948.855883
  nChanged 6
		SP:Iteration 9Q (31320.990000 sec): 3 clusters
  Score: Raw -110190.330580 + Penalty 3223.147946 = -106967.182634
  nChanged 0
		SP:Iteration 10F (31321.010000 sec): 3 clusters
  Score: Raw -110190.330580 + Penalty 3223.147946 = -106967.182634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31321.060000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31321.090000 sec): 3 clusters
  Score: Raw -162636.509522 + Penalty 3409.602454 = -159226.907068
  nChanged 241
		SP:Iteration 1F (31321.120000 sec): 3 clusters
  Score: Raw -162934.465752 + Penalty 3409.602454 = -159524.863299
  nChanged 76
		SP:Iteration 2F (31321.150000 sec): 3 clusters
  Score: Raw -163068.762634 + Penalty 3409.602454 = -159659.160181
  nChanged 40
		SP:Iteration 3Q (31321.180000 sec): 3 clusters
  Score: Raw -163144.960889 + Penalty 3409.602454 = -159735.358436
  nChanged 25
		SP:Iteration 4Q (31321.210000 sec): 3 clusters
  Score: Raw -163176.275784 + Penalty 3409.602454 = -159766.673330
  nChanged 16
		SP:Iteration 5Q (31321.240000 sec): 3 clusters
  Score: Raw -163195.327650 + Penalty 3409.602454 = -159785.725196
  nChanged 9
		SP:Iteration 6Q (31321.280000 sec): 3 clusters
  Score: Raw -163203.537450 + Penalty 3409.602454 = -159793.934996
  nChanged 6
		SP:Iteration 7Q (31321.310000 sec): 3 clusters
  Score: Raw -163214.907993 + Penalty 3409.602454 = -159805.305539
  nChanged 10
		SP:Iteration 8Q (31321.350000 sec): 3 clusters
  Score: Raw -163225.293817 + Penalty 3409.602454 = -159815.691363
  nChanged 8
		SP:Iteration 9Q (31321.370000 sec): 3 clusters
  Score: Raw -163236.797388 + Penalty 3409.602454 = -159827.194934
  nChanged 2
		SP:Iteration 10Q (31321.410000 sec): 3 clusters
  Score: Raw -163240.638826 + Penalty 3409.602454 = -159831.036372
  nChanged 1
		SP:Iteration 11Q (31321.440000 sec): 3 clusters
  Score: Raw -163242.174072 + Penalty 3409.602454 = -159832.571618
  nChanged 1
		SP:Iteration 12Q (31321.470000 sec): 3 clusters
  Score: Raw -163243.062495 + Penalty 3409.602454 = -159833.460042
  nChanged 1
		SP:Iteration 13Q (31321.500000 sec): 3 clusters
  Score: Raw -163244.308574 + Penalty 3409.602454 = -159834.706120
  nChanged 0
		SP:Iteration 14F (31321.530000 sec): 3 clusters
  Score: Raw -163244.308574 + Penalty 3409.602454 = -159834.706120
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31321.570000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31321.590000 sec): 3 clusters
  Score: Raw -76319.576425 + Penalty 3063.230166 = -73256.346259
  nChanged 85
		SP:Iteration 1F (31321.610000 sec): 3 clusters
  Score: Raw -76549.650751 + Penalty 3063.230166 = -73486.420585
  nChanged 30
		SP:Iteration 2F (31321.640000 sec): 3 clusters
  Score: Raw -76631.337355 + Penalty 3063.230166 = -73568.107189
  nChanged 14
		SP:Iteration 3Q (31321.660000 sec): 3 clusters
  Score: Raw -76696.603512 + Penalty 3063.230166 = -73633.373346
  nChanged 9
		SP:Iteration 4Q (31321.680000 sec): 3 clusters
  Score: Raw -76752.782304 + Penalty 3063.230166 = -73689.552138
  nChanged 2
		SP:Iteration 5Q (31321.710000 sec): 3 clusters
  Score: Raw -76762.835969 + Penalty 3063.230166 = -73699.605803
  nChanged 2
		SP:Iteration 6Q (31321.730000 sec): 3 clusters
  Score: Raw -76775.792327 + Penalty 3063.230166 = -73712.562161
  nChanged 1
		SP:Iteration 7Q (31321.750000 sec): 3 clusters
  Score: Raw -76779.100978 + Penalty 3063.230166 = -73715.870812
  nChanged 1
		SP:Iteration 8Q (31321.770000 sec): 3 clusters
  Score: Raw -76783.006674 + Penalty 3063.230166 = -73719.776508
  nChanged 0
		SP:Iteration 9F (31321.800000 sec): 3 clusters
  Score: Raw -76783.006674 + Penalty 3063.230166 = -73719.776508
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31321.830000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31321.840000 sec): 3 clusters
  Score: Raw -38384.646972 + Penalty 2736.656637 = -35647.990336
  nChanged 27
		SP:Iteration 1F (31321.840000 sec): 3 clusters
  Score: Raw -38493.336259 + Penalty 2736.656637 = -35756.679622
  nChanged 4
		SP:Iteration 2Q (31321.850000 sec): 3 clusters
  Score: Raw -38505.554551 + Penalty 2736.656637 = -35768.897914
  nChanged 2
		SP:Iteration 3Q (31321.860000 sec): 3 clusters
  Score: Raw -38511.179547 + Penalty 2736.656637 = -35774.522911
  nChanged 0
		SP:Iteration 4F (31321.870000 sec): 3 clusters
  Score: Raw -38511.179547 + Penalty 2736.656637 = -35774.522911
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31321.920000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31322.100000 sec): 3 clusters
  Score: Raw -39895.163563 + Penalty 2769.414169 = -37125.749394
  nChanged 23
		SP:Iteration 1F (31322.270000 sec): 3 clusters
  Score: Raw -39997.780819 + Penalty 2769.414169 = -37228.366650
  nChanged 5
		SP:Iteration 2Q (31322.320000 sec): 3 clusters
  Score: Raw -40025.523950 + Penalty 2769.414169 = -37256.109781
  nChanged 5
		SP:Iteration 3Q (31322.330000 sec): 3 clusters
  Score: Raw -40046.982977 + Penalty 2769.414169 = -37277.568808
  nChanged 3
		SP:Iteration 4Q (31322.340000 sec): 3 clusters
  Score: Raw -40057.957258 + Penalty 2769.414169 = -37288.543089
  nChanged 3
		SP:Iteration 5Q (31322.350000 sec): 3 clusters
  Score: Raw -40078.842715 + Penalty 2769.414169 = -37309.428546
  nChanged 1
		SP:Iteration 6Q (31322.350000 sec): 3 clusters
  Score: Raw -40087.379291 + Penalty 2769.414169 = -37317.965122
  nChanged 0
		SP:Iteration 7F (31322.360000 sec): 3 clusters
  Score: Raw -40087.379291 + Penalty 2769.414169 = -37317.965122
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31322.430000 sec): 2 clusters
  Score: Raw -405440.722333 + Penalty 1934.542018 = -403506.180314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31322.480000 sec): 3 clusters
  Score: Raw -404526.644397 + Penalty 3869.084037 = -400657.560360
  nChanged 816
		SP:Iteration 1F (31322.540000 sec): 3 clusters
  Score: Raw -405196.506982 + Penalty 3869.084037 = -401327.422945
  nChanged 235
		SP:Iteration 2F (31322.600000 sec): 3 clusters
  Score: Raw -405492.770848 + Penalty 3869.084037 = -401623.686812
  nChanged 181
		SP:Iteration 3F (31322.650000 sec): 3 clusters
  Score: Raw -405756.371089 + Penalty 3869.084037 = -401887.287052
  nChanged 162
		SP:Iteration 4F (31322.710000 sec): 3 clusters
  Score: Raw -406038.817625 + Penalty 3869.084037 = -402169.733588
  nChanged 147
		SP:Iteration 5F (31322.770000 sec): 3 clusters
  Score: Raw -406307.488581 + Penalty 3869.084037 = -402438.404545
  nChanged 109
		SP:Iteration 6Q (31322.830000 sec): 3 clusters
  Score: Raw -406459.898213 + Penalty 3869.084037 = -402590.814176
  nChanged 77
		SP:Iteration 7Q (31322.880000 sec): 3 clusters
  Score: Raw -406561.361075 + Penalty 3869.084037 = -402692.277039
  nChanged 59
		SP:Iteration 8Q (31322.940000 sec): 3 clusters
  Score: Raw -406626.773093 + Penalty 3869.084037 = -402757.689056
  nChanged 35
		SP:Iteration 9Q (31323.000000 sec): 3 clusters
  Score: Raw -406666.149957 + Penalty 3869.084037 = -402797.065920
  nChanged 30
		SP:Iteration 10Q (31323.050000 sec): 3 clusters
  Score: Raw -406697.238726 + Penalty 3869.084037 = -402828.154689
  nChanged 29
		SP:Iteration 11Q (31323.110000 sec): 3 clusters
  Score: Raw -406726.893390 + Penalty 3869.084037 = -402857.809353
  nChanged 26
		SP:Iteration 12Q (31323.170000 sec): 3 clusters
  Score: Raw -406752.636558 + Penalty 3869.084037 = -402883.552521
  nChanged 24
		SP:Iteration 13Q (31323.230000 sec): 3 clusters
  Score: Raw -406775.507543 + Penalty 3869.084037 = -402906.423506
  nChanged 17
		SP:Iteration 14Q (31323.280000 sec): 3 clusters
  Score: Raw -406791.511635 + Penalty 3869.084037 = -402922.427598
  nChanged 17
		SP:Iteration 15Q (31323.340000 sec): 3 clusters
  Score: Raw -406803.777779 + Penalty 3869.084037 = -402934.693743
  nChanged 13
		SP:Iteration 16Q (31323.400000 sec): 3 clusters
  Score: Raw -406812.917133 + Penalty 3869.084037 = -402943.833097
  nChanged 7
		SP:Iteration 17Q (31323.450000 sec): 3 clusters
  Score: Raw -406817.971947 + Penalty 3869.084037 = -402948.887910
  nChanged 4
		SP:Iteration 18Q (31323.510000 sec): 3 clusters
  Score: Raw -406820.960177 + Penalty 3869.084037 = -402951.876140
  nChanged 5
		SP:Iteration 19Q (31323.570000 sec): 3 clusters
  Score: Raw -406825.057697 + Penalty 3869.084037 = -402955.973660
  nChanged 6
		SP:Iteration 20F (31323.630000 sec): 3 clusters
  Score: Raw -406833.608659 + Penalty 3869.084037 = -402964.524622
  nChanged 10
		SP:Iteration 21Q (31323.680000 sec): 3 clusters
  Score: Raw -406838.477601 + Penalty 3869.084037 = -402969.393564
  nChanged 6
		SP:Iteration 22Q (31323.740000 sec): 3 clusters
  Score: Raw -406840.811455 + Penalty 3869.084037 = -402971.727418
  nChanged 1
		SP:Iteration 23Q (31323.790000 sec): 3 clusters
  Score: Raw -406841.313725 + Penalty 3869.084037 = -402972.229689
  nChanged 0
		SP:Iteration 24F (31323.850000 sec): 3 clusters
  Score: Raw -406841.313725 + Penalty 3869.084037 = -402972.229689
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31323.900000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31323.920000 sec): 3 clusters
  Score: Raw -77877.264793 + Penalty 3054.911313 = -74822.353481
  nChanged 71
		SP:Iteration 1F (31323.940000 sec): 3 clusters
  Score: Raw -78009.019818 + Penalty 3054.911313 = -74954.108505
  nChanged 14
		SP:Iteration 2Q (31323.970000 sec): 3 clusters
  Score: Raw -78044.171391 + Penalty 3054.911313 = -74989.260079
  nChanged 10
		SP:Iteration 3Q (31323.990000 sec): 3 clusters
  Score: Raw -78070.626742 + Penalty 3054.911313 = -75015.715429
  nChanged 4
		SP:Iteration 4Q (31324.010000 sec): 3 clusters
  Score: Raw -78081.300760 + Penalty 3054.911313 = -75026.389447
  nChanged 5
		SP:Iteration 5Q (31324.030000 sec): 3 clusters
  Score: Raw -78091.573744 + Penalty 3054.911313 = -75036.662432
  nChanged 3
		SP:Iteration 6Q (31324.050000 sec): 3 clusters
  Score: Raw -78098.106483 + Penalty 3054.911313 = -75043.195170
  nChanged 1
		SP:Iteration 7Q (31324.080000 sec): 3 clusters
  Score: Raw -78100.758806 + Penalty 3054.911313 = -75045.847493
  nChanged 1
		SP:Iteration 8Q (31324.100000 sec): 3 clusters
  Score: Raw -78101.904342 + Penalty 3054.911313 = -75046.993029
  nChanged 0
		SP:Iteration 9F (31324.120000 sec): 3 clusters
  Score: Raw -78101.904342 + Penalty 3054.911313 = -75046.993029
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31324.240000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31324.480000 sec): 3 clusters
  Score: Raw -649175.225985 + Penalty 4072.626108 = -645102.599877
  nChanged 1372
		SP:Iteration 1F (31324.620000 sec): 3 clusters
  Score: Raw -650010.733673 + Penalty 4072.626108 = -645938.107566
  nChanged 265
		SP:Iteration 2F (31324.790000 sec): 3 clusters
  Score: Raw -650207.485814 + Penalty 4072.626108 = -646134.859706
  nChanged 190
		SP:Iteration 3F (31324.970000 sec): 3 clusters
  Score: Raw -650374.208651 + Penalty 4072.626108 = -646301.582544
  nChanged 172
		SP:Iteration 4Q (31325.140000 sec): 3 clusters
  Score: Raw -650517.267697 + Penalty 4072.626108 = -646444.641589
  nChanged 168
		SP:Iteration 5Q (31325.320000 sec): 3 clusters
  Score: Raw -650665.042250 + Penalty 4072.626108 = -646592.416142
  nChanged 162
		SP:Iteration 6Q (31325.490000 sec): 3 clusters
  Score: Raw -650816.039249 + Penalty 4072.626108 = -646743.413141
  nChanged 164
		SP:Iteration 7Q (31325.670000 sec): 3 clusters
  Score: Raw -650940.860687 + Penalty 4072.626108 = -646868.234579
  nChanged 133
		SP:Iteration 8Q (31325.850000 sec): 3 clusters
  Score: Raw -651058.244952 + Penalty 4072.626108 = -646985.618844
  nChanged 135
		SP:Iteration 9Q (31326.020000 sec): 3 clusters
  Score: Raw -651152.306463 + Penalty 4072.626108 = -647079.680355
  nChanged 115
		SP:Iteration 10Q (31326.200000 sec): 3 clusters
  Score: Raw -651239.868074 + Penalty 4072.626108 = -647167.241967
  nChanged 96
		SP:Iteration 11Q (31326.370000 sec): 3 clusters
  Score: Raw -651305.347460 + Penalty 4072.626108 = -647232.721352
  nChanged 83
		SP:Iteration 12Q (31326.550000 sec): 3 clusters
  Score: Raw -651365.849408 + Penalty 4072.626108 = -647293.223300
  nChanged 70
		SP:Iteration 13Q (31326.730000 sec): 3 clusters
  Score: Raw -651418.221317 + Penalty 4072.626108 = -647345.595209
  nChanged 62
		SP:Iteration 14Q (31326.900000 sec): 3 clusters
  Score: Raw -651452.682790 + Penalty 4072.626108 = -647380.056682
  nChanged 38
		SP:Iteration 15Q (31326.980000 sec): 3 clusters
  Score: Raw -651473.208384 + Penalty 4072.626108 = -647400.582277
  nChanged 27
		SP:Iteration 16Q (31327.060000 sec): 3 clusters
  Score: Raw -651487.390321 + Penalty 4072.626108 = -647414.764213
  nChanged 24
		SP:Iteration 17Q (31327.150000 sec): 3 clusters
  Score: Raw -651499.380762 + Penalty 4072.626108 = -647426.754654
  nChanged 14
		SP:Iteration 18Q (31327.240000 sec): 3 clusters
  Score: Raw -651504.216424 + Penalty 4072.626108 = -647431.590316
  nChanged 6
		SP:Iteration 19Q (31327.390000 sec): 3 clusters
  Score: Raw -651507.278662 + Penalty 4072.626108 = -647434.652555
  nChanged 5
		SP:Iteration 20F (31327.520000 sec): 3 clusters
  Score: Raw -651509.721928 + Penalty 4072.626108 = -647437.095820
  nChanged 6
		SP:Iteration 21Q (31327.610000 sec): 3 clusters
  Score: Raw -651512.176456 + Penalty 4072.626108 = -647439.550348
  nChanged 6
		SP:Iteration 22Q (31327.690000 sec): 3 clusters
  Score: Raw -651514.250692 + Penalty 4072.626108 = -647441.624584
  nChanged 1
		SP:Iteration 23Q (31327.780000 sec): 3 clusters
  Score: Raw -651515.184199 + Penalty 4072.626108 = -647442.558092
  nChanged 0
		SP:Iteration 24F (31327.870000 sec): 3 clusters
  Score: Raw -651515.184199 + Penalty 4072.626108 = -647442.558092
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31327.970000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31328.030000 sec): 3 clusters
  Score: Raw -191477.782901 + Penalty 3494.272938 = -187983.509963
  nChanged 310
		SP:Iteration 1F (31328.050000 sec): 3 clusters
  Score: Raw -191838.385550 + Penalty 3494.272938 = -188344.112612
  nChanged 95
		SP:Iteration 2F (31328.090000 sec): 3 clusters
  Score: Raw -191964.814928 + Penalty 3494.272938 = -188470.541990
  nChanged 51
		SP:Iteration 3Q (31328.120000 sec): 3 clusters
  Score: Raw -192047.869962 + Penalty 3494.272938 = -188553.597024
  nChanged 42
		SP:Iteration 4Q (31328.150000 sec): 3 clusters
  Score: Raw -192106.219556 + Penalty 3494.272938 = -188611.946618
  nChanged 26
		SP:Iteration 5Q (31328.190000 sec): 3 clusters
  Score: Raw -192147.965658 + Penalty 3494.272938 = -188653.692720
  nChanged 27
		SP:Iteration 6Q (31328.220000 sec): 3 clusters
  Score: Raw -192183.879064 + Penalty 3494.272938 = -188689.606126
  nChanged 15
		SP:Iteration 7Q (31328.250000 sec): 3 clusters
  Score: Raw -192209.406439 + Penalty 3494.272938 = -188715.133501
  nChanged 14
		SP:Iteration 8Q (31328.280000 sec): 3 clusters
  Score: Raw -192235.057896 + Penalty 3494.272938 = -188740.784958
  nChanged 21
		SP:Iteration 9Q (31328.310000 sec): 3 clusters
  Score: Raw -192266.225143 + Penalty 3494.272938 = -188771.952205
  nChanged 11
		SP:Iteration 10Q (31328.350000 sec): 3 clusters
  Score: Raw -192280.601120 + Penalty 3494.272938 = -188786.328182
  nChanged 11
		SP:Iteration 11Q (31328.380000 sec): 3 clusters
  Score: Raw -192292.051749 + Penalty 3494.272938 = -188797.778811
  nChanged 6
		SP:Iteration 12Q (31328.410000 sec): 3 clusters
  Score: Raw -192299.268267 + Penalty 3494.272938 = -188804.995329
  nChanged 7
		SP:Iteration 13Q (31328.440000 sec): 3 clusters
  Score: Raw -192306.055034 + Penalty 3494.272938 = -188811.782096
  nChanged 6
		SP:Iteration 14Q (31328.470000 sec): 3 clusters
  Score: Raw -192314.866115 + Penalty 3494.272938 = -188820.593177
  nChanged 6
		SP:Iteration 15Q (31328.510000 sec): 3 clusters
  Score: Raw -192322.329670 + Penalty 3494.272938 = -188828.056732
  nChanged 7
		SP:Iteration 16Q (31328.540000 sec): 3 clusters
  Score: Raw -192328.128630 + Penalty 3494.272938 = -188833.855692
  nChanged 8
		SP:Iteration 17Q (31328.570000 sec): 3 clusters
  Score: Raw -192337.113631 + Penalty 3494.272938 = -188842.840692
  nChanged 2
		SP:Iteration 18Q (31328.600000 sec): 3 clusters
  Score: Raw -192338.448179 + Penalty 3494.272938 = -188844.175241
  nChanged 1
		SP:Iteration 19Q (31328.630000 sec): 3 clusters
  Score: Raw -192339.096650 + Penalty 3494.272938 = -188844.823712
  nChanged 0
		SP:Iteration 20F (31328.670000 sec): 3 clusters
  Score: Raw -192339.096650 + Penalty 3494.272938 = -188844.823712
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31328.700000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31328.710000 sec): 3 clusters
  Score: Raw -20968.979800 + Penalty 2458.090221 = -18510.889579
  nChanged 7
		SP:Iteration 1Q (31328.720000 sec): 3 clusters
  Score: Raw -21010.786025 + Penalty 2458.090221 = -18552.695805
  nChanged 1
		SP:Iteration 2Q (31328.730000 sec): 3 clusters
  Score: Raw -21015.743638 + Penalty 2458.090221 = -18557.653417
  nChanged 1
		SP:Iteration 3Q (31328.730000 sec): 3 clusters
  Score: Raw -21040.622059 + Penalty 2458.090221 = -18582.531838
  nChanged 1
		SP:Iteration 4Q (31328.740000 sec): 3 clusters
  Score: Raw -21051.769189 + Penalty 2458.090221 = -18593.678969
  nChanged 0
		SP:Iteration 5F (31328.750000 sec): 3 clusters
  Score: Raw -21051.769189 + Penalty 2458.090221 = -18593.678969
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31328.780000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31328.790000 sec): 3 clusters
  Score: Raw -52764.966869 + Penalty 2857.977486 = -49906.989383
  nChanged 36
		SP:Iteration 1F (31328.800000 sec): 3 clusters
  Score: Raw -52858.482949 + Penalty 2857.977486 = -50000.505463
  nChanged 13
		SP:Iteration 2Q (31328.820000 sec): 3 clusters
  Score: Raw -52897.850271 + Penalty 2857.977486 = -50039.872785
  nChanged 4
		SP:Iteration 3Q (31328.830000 sec): 3 clusters
  Score: Raw -52915.357508 + Penalty 2857.977486 = -50057.380022
  nChanged 2
		SP:Iteration 4Q (31328.840000 sec): 3 clusters
  Score: Raw -52921.993144 + Penalty 2857.977486 = -50064.015658
  nChanged 2
		SP:Iteration 5Q (31328.850000 sec): 3 clusters
  Score: Raw -52927.741736 + Penalty 2857.977486 = -50069.764250
  nChanged 0
		SP:Iteration 6F (31328.860000 sec): 3 clusters
  Score: Raw -52927.741736 + Penalty 2857.977486 = -50069.764250
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31328.890000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31328.920000 sec): 3 clusters
  Score: Raw -68419.771140 + Penalty 3139.541569 = -65280.229571
  nChanged 130
		SP:Iteration 1F (31328.940000 sec): 3 clusters
  Score: Raw -68662.914771 + Penalty 3139.541569 = -65523.373202
  nChanged 46
		SP:Iteration 2F (31328.970000 sec): 3 clusters
  Score: Raw -68771.681440 + Penalty 3139.541569 = -65632.139871
  nChanged 23
		SP:Iteration 3Q (31328.990000 sec): 3 clusters
  Score: Raw -68853.095797 + Penalty 3139.541569 = -65713.554228
  nChanged 25
		SP:Iteration 4Q (31329.020000 sec): 3 clusters
  Score: Raw -68955.346763 + Penalty 3139.541569 = -65815.805194
  nChanged 10
		SP:Iteration 5Q (31329.050000 sec): 3 clusters
  Score: Raw -68989.789323 + Penalty 3139.541569 = -65850.247754
  nChanged 13
		SP:Iteration 6Q (31329.070000 sec): 3 clusters
  Score: Raw -69034.749705 + Penalty 3139.541569 = -65895.208136
  nChanged 3
		SP:Iteration 7Q (31329.130000 sec): 3 clusters
  Score: Raw -69048.410282 + Penalty 3139.541569 = -65908.868713
  nChanged 6
		SP:Iteration 8Q (31329.270000 sec): 3 clusters
  Score: Raw -69081.276997 + Penalty 3139.541569 = -65941.735428
  nChanged 4
		SP:Iteration 9Q (31329.290000 sec): 3 clusters
  Score: Raw -69085.717764 + Penalty 3139.541569 = -65946.176195
  nChanged 2
		SP:Iteration 10Q (31329.300000 sec): 3 clusters
  Score: Raw -69091.405328 + Penalty 3139.541569 = -65951.863759
  nChanged 0
		SP:Iteration 11F (31329.330000 sec): 3 clusters
  Score: Raw -69091.636120 + Penalty 3139.541569 = -65952.094551
  nChanged 1
		SP:Iteration 12Q (31329.350000 sec): 3 clusters
  Score: Raw -69103.532053 + Penalty 3139.541569 = -65963.990484
  nChanged 1
		SP:Iteration 13Q (31329.370000 sec): 3 clusters
  Score: Raw -69105.307645 + Penalty 3139.541569 = -65965.766076
  nChanged 0
		SP:Iteration 14F (31329.390000 sec): 3 clusters
  Score: Raw -69105.307645 + Penalty 3139.541569 = -65965.766076
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31329.430000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31329.430000 sec): 3 clusters
  Score: Raw -23096.406542 + Penalty 2471.868884 = -20624.537658
  nChanged 9
		SP:Iteration 1F (31329.440000 sec): 3 clusters
  Score: Raw -23157.767417 + Penalty 2471.868884 = -20685.898533
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31329.490000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31329.670000 sec): 3 clusters
  Score: Raw -95157.628566 + Penalty 3167.892142 = -91989.736424
  nChanged 124
		SP:Iteration 1F (31329.840000 sec): 3 clusters
  Score: Raw -95427.040779 + Penalty 3167.892142 = -92259.148637
  nChanged 29
		SP:Iteration 2Q (31329.860000 sec): 3 clusters
  Score: Raw -95553.000752 + Penalty 3167.892142 = -92385.108610
  nChanged 20
		SP:Iteration 3Q (31329.870000 sec): 3 clusters
  Score: Raw -95603.378195 + Penalty 3167.892142 = -92435.486052
  nChanged 9
		SP:Iteration 4Q (31329.890000 sec): 3 clusters
  Score: Raw -95620.927889 + Penalty 3167.892142 = -92453.035747
  nChanged 4
		SP:Iteration 5Q (31329.910000 sec): 3 clusters
  Score: Raw -95627.432056 + Penalty 3167.892142 = -92459.539913
  nChanged 4
		SP:Iteration 6Q (31329.930000 sec): 3 clusters
  Score: Raw -95637.660751 + Penalty 3167.892142 = -92469.768609
  nChanged 3
		SP:Iteration 7Q (31329.960000 sec): 3 clusters
  Score: Raw -95642.834390 + Penalty 3167.892142 = -92474.942247
  nChanged 3
		SP:Iteration 8Q (31329.980000 sec): 3 clusters
  Score: Raw -95652.233272 + Penalty 3167.892142 = -92484.341129
  nChanged 1
		SP:Iteration 9Q (31330.010000 sec): 3 clusters
  Score: Raw -95657.163209 + Penalty 3167.892142 = -92489.271066
  nChanged 1
		SP:Iteration 10Q (31330.030000 sec): 3 clusters
  Score: Raw -95658.455802 + Penalty 3167.892142 = -92490.563659
  nChanged 2
		SP:Iteration 11Q (31330.050000 sec): 3 clusters
  Score: Raw -95661.451201 + Penalty 3167.892142 = -92493.559059
  nChanged 0
		SP:Iteration 12F (31330.070000 sec): 3 clusters
  Score: Raw -95661.451201 + Penalty 3167.892142 = -92493.559059
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31330.110000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31330.110000 sec): 3 clusters
  Score: Raw -43843.674232 + Penalty 2789.512683 = -41054.161548
  nChanged 48
		SP:Iteration 1F (31330.130000 sec): 3 clusters
  Score: Raw -43992.564777 + Penalty 2789.512683 = -41203.052093
  nChanged 15
		SP:Iteration 2F (31330.140000 sec): 3 clusters
  Score: Raw -44031.479574 + Penalty 2789.512683 = -41241.966891
  nChanged 6
		SP:Iteration 3Q (31330.150000 sec): 3 clusters
  Score: Raw -44046.449690 + Penalty 2789.512683 = -41256.937007
  nChanged 6
		SP:Iteration 4Q (31330.150000 sec): 3 clusters
  Score: Raw -44079.013468 + Penalty 2789.512683 = -41289.500785
  nChanged 1
		SP:Iteration 5Q (31330.160000 sec): 3 clusters
  Score: Raw -44080.439558 + Penalty 2789.512683 = -41290.926875
  nChanged 2
		SP:Iteration 6Q (31330.170000 sec): 3 clusters
  Score: Raw -44083.948785 + Penalty 2789.512683 = -41294.436102
  nChanged 2
		SP:Iteration 7Q (31330.180000 sec): 3 clusters
  Score: Raw -44091.884455 + Penalty 2789.512683 = -41302.371772
  nChanged 2
		SP:Iteration 8Q (31330.180000 sec): 3 clusters
  Score: Raw -44096.134060 + Penalty 2789.512683 = -41306.621377
  nChanged 1
		SP:Iteration 9Q (31330.190000 sec): 3 clusters
  Score: Raw -44097.640011 + Penalty 2789.512683 = -41308.127328
  nChanged 0
		SP:Iteration 10F (31330.200000 sec): 3 clusters
  Score: Raw -44097.640011 + Penalty 2789.512683 = -41308.127328
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31330.250000 sec): 2 clusters
  Score: Raw -184300.939179 + Penalty 1745.182848 = -182555.756330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31330.280000 sec): 3 clusters
  Score: Raw -184043.094404 + Penalty 3490.365697 = -180552.728707
  nChanged 295
		SP:Iteration 1F (31330.310000 sec): 3 clusters
  Score: Raw -184399.234346 + Penalty 3490.365697 = -180908.868650
  nChanged 88
		SP:Iteration 2F (31330.340000 sec): 3 clusters
  Score: Raw -184525.062157 + Penalty 3490.365697 = -181034.696460
  nChanged 53
		SP:Iteration 3Q (31330.370000 sec): 3 clusters
  Score: Raw -184607.655862 + Penalty 3490.365697 = -181117.290165
  nChanged 48
		SP:Iteration 4Q (31330.410000 sec): 3 clusters
  Score: Raw -184748.817160 + Penalty 3490.365697 = -181258.451463
  nChanged 44
		SP:Iteration 5Q (31330.440000 sec): 3 clusters
  Score: Raw -184843.670652 + Penalty 3490.365697 = -181353.304955
  nChanged 52
		SP:Iteration 6Q (31330.470000 sec): 3 clusters
  Score: Raw -184943.696901 + Penalty 3490.365697 = -181453.331204
  nChanged 43
		SP:Iteration 7Q (31330.500000 sec): 3 clusters
  Score: Raw -185027.602508 + Penalty 3490.365697 = -181537.236812
  nChanged 34
		SP:Iteration 8Q (31330.530000 sec): 3 clusters
  Score: Raw -185088.438701 + Penalty 3490.365697 = -181598.073004
  nChanged 35
		SP:Iteration 9Q (31330.570000 sec): 3 clusters
  Score: Raw -185151.002359 + Penalty 3490.365697 = -181660.636662
  nChanged 16
		SP:Iteration 10Q (31330.600000 sec): 3 clusters
  Score: Raw -185173.369769 + Penalty 3490.365697 = -181683.004072
  nChanged 9
		SP:Iteration 11Q (31330.630000 sec): 3 clusters
  Score: Raw -185197.806909 + Penalty 3490.365697 = -181707.441212
  nChanged 11
		SP:Iteration 12Q (31330.660000 sec): 3 clusters
  Score: Raw -185217.416108 + Penalty 3490.365697 = -181727.050412
  nChanged 10
		SP:Iteration 13Q (31330.690000 sec): 3 clusters
  Score: Raw -185237.916327 + Penalty 3490.365697 = -181747.550630
  nChanged 10
		SP:Iteration 14Q (31330.730000 sec): 3 clusters
  Score: Raw -185249.697183 + Penalty 3490.365697 = -181759.331487
  nChanged 7
		SP:Iteration 15Q (31330.760000 sec): 3 clusters
  Score: Raw -185261.248282 + Penalty 3490.365697 = -181770.882585
  nChanged 8
		SP:Iteration 16Q (31330.790000 sec): 3 clusters
  Score: Raw -185278.051877 + Penalty 3490.365697 = -181787.686180
  nChanged 10
		SP:Iteration 17Q (31330.820000 sec): 3 clusters
  Score: Raw -185292.944402 + Penalty 3490.365697 = -181802.578705
  nChanged 9
		SP:Iteration 18Q (31330.960000 sec): 3 clusters
  Score: Raw -185304.791069 + Penalty 3490.365697 = -181814.425372
  nChanged 6
		SP:Iteration 19Q (31331.140000 sec): 3 clusters
  Score: Raw -185309.356420 + Penalty 3490.365697 = -181818.990723
  nChanged 4
		SP:Iteration 20F (31331.310000 sec): 3 clusters
  Score: Raw -185321.916287 + Penalty 3490.365697 = -181831.550590
  nChanged 4
		SP:Iteration 21Q (31331.490000 sec): 3 clusters
  Score: Raw -185331.123559 + Penalty 3490.365697 = -181840.757862
  nChanged 3
		SP:Iteration 22Q (31331.670000 sec): 3 clusters
  Score: Raw -185336.823714 + Penalty 3490.365697 = -181846.458017
  nChanged 2
		SP:Iteration 23Q (31331.840000 sec): 3 clusters
  Score: Raw -185339.197677 + Penalty 3490.365697 = -181848.831980
  nChanged 1
		SP:Iteration 24Q (31332.020000 sec): 3 clusters
  Score: Raw -185339.706494 + Penalty 3490.365697 = -181849.340798
  nChanged 1
		SP:Iteration 25Q (31332.190000 sec): 3 clusters
  Score: Raw -185340.700574 + Penalty 3490.365697 = -181850.334877
  nChanged 0
		SP:Iteration 26F (31332.360000 sec): 3 clusters
  Score: Raw -185340.700574 + Penalty 3490.365697 = -181850.334877
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31332.460000 sec): 2 clusters
  Score: Raw -46147.085614 + Penalty 1454.884078 = -44692.201536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31332.630000 sec): 3 clusters
  Score: Raw -46490.933197 + Penalty 2909.768156 = -43581.165041
  nChanged 99
		SP:Iteration 1F (31332.810000 sec): 3 clusters
  Score: Raw -46698.248269 + Penalty 2909.768156 = -43788.480113
  nChanged 29
		SP:Iteration 2F (31332.990000 sec): 3 clusters
  Score: Raw -46885.568764 + Penalty 2909.768156 = -43975.800608
  nChanged 17
		SP:Iteration 3Q (31333.160000 sec): 3 clusters
  Score: Raw -46934.639772 + Penalty 2909.768156 = -44024.871615
  nChanged 10
		SP:Iteration 4Q (31333.340000 sec): 3 clusters
  Score: Raw -46957.917957 + Penalty 2909.768156 = -44048.149801
  nChanged 5
		SP:Iteration 5Q (31333.510000 sec): 3 clusters
  Score: Raw -46991.727199 + Penalty 2909.768156 = -44081.959043
  nChanged 5
		SP:Iteration 6Q (31333.690000 sec): 3 clusters
  Score: Raw -47004.165212 + Penalty 2909.768156 = -44094.397056
  nChanged 3
		SP:Iteration 7Q (31333.860000 sec): 3 clusters
  Score: Raw -47038.318295 + Penalty 2909.768156 = -44128.550139
  nChanged 2
		SP:Iteration 8Q (31334.040000 sec): 3 clusters
  Score: Raw -47112.311431 + Penalty 2909.768156 = -44202.543275
  nChanged 7
		SP:Iteration 9Q (31334.210000 sec): 3 clusters
  Score: Raw -47135.082191 + Penalty 2909.768156 = -44225.314035
  nChanged 7
		SP:Iteration 10Q (31334.400000 sec): 3 clusters
  Score: Raw -47163.983394 + Penalty 2909.768156 = -44254.215237
  nChanged 2
		SP:Iteration 11Q (31334.570000 sec): 3 clusters
  Score: Raw -47175.817506 + Penalty 2909.768156 = -44266.049350
  nChanged 1
		SP:Iteration 12Q (31334.740000 sec): 3 clusters
  Score: Raw -47177.486841 + Penalty 2909.768156 = -44267.718685
  nChanged 0
		SP:Iteration 13F (31334.920000 sec): 3 clusters
  Score: Raw -47177.486841 + Penalty 2909.768156 = -44267.718685
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31335.000000 sec): 2 clusters
  Score: Raw -85533.116171 + Penalty 1586.851544 = -83946.264627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31335.180000 sec): 3 clusters
  Score: Raw -85552.303381 + Penalty 3173.703088 = -82378.600293
  nChanged 129
		SP:Iteration 1F (31335.350000 sec): 3 clusters
  Score: Raw -85765.578716 + Penalty 3173.703088 = -82591.875629
  nChanged 46
		SP:Iteration 2F (31335.530000 sec): 3 clusters
  Score: Raw -85854.781002 + Penalty 3173.703088 = -82681.077914
  nChanged 31
		SP:Iteration 3F (31335.710000 sec): 3 clusters
  Score: Raw -85918.854755 + Penalty 3173.703088 = -82745.151668
  nChanged 13
		SP:Iteration 4Q (31335.880000 sec): 3 clusters
  Score: Raw -85945.594230 + Penalty 3173.703088 = -82771.891142
  nChanged 14
		SP:Iteration 5Q (31336.060000 sec): 3 clusters
  Score: Raw -85979.489834 + Penalty 3173.703088 = -82805.786746
  nChanged 10
		SP:Iteration 6Q (31336.230000 sec): 3 clusters
  Score: Raw -85997.837168 + Penalty 3173.703088 = -82824.134080
  nChanged 2
		SP:Iteration 7Q (31336.410000 sec): 3 clusters
  Score: Raw -86003.826321 + Penalty 3173.703088 = -82830.123233
  nChanged 3
		SP:Iteration 8Q (31336.590000 sec): 3 clusters
  Score: Raw -86011.193546 + Penalty 3173.703088 = -82837.490459
  nChanged 3
		SP:Iteration 9Q (31336.760000 sec): 3 clusters
  Score: Raw -86014.783134 + Penalty 3173.703088 = -82841.080046
  nChanged 1
		SP:Iteration 10Q (31336.940000 sec): 3 clusters
  Score: Raw -86018.308870 + Penalty 3173.703088 = -82844.605782
  nChanged 2
		SP:Iteration 11Q (31337.110000 sec): 3 clusters
  Score: Raw -86033.014908 + Penalty 3173.703088 = -82859.311820
  nChanged 3
		SP:Iteration 12Q (31337.290000 sec): 3 clusters
  Score: Raw -86042.560906 + Penalty 3173.703088 = -82868.857818
  nChanged 3
		SP:Iteration 13Q (31337.470000 sec): 3 clusters
  Score: Raw -86059.307886 + Penalty 3173.703088 = -82885.604798
  nChanged 8
		SP:Iteration 14Q (31337.640000 sec): 3 clusters
  Score: Raw -86074.974633 + Penalty 3173.703088 = -82901.271545
  nChanged 7
		SP:Iteration 15Q (31337.820000 sec): 3 clusters
  Score: Raw -86098.222125 + Penalty 3173.703088 = -82924.519037
  nChanged 8
		SP:Iteration 16Q (31337.990000 sec): 3 clusters
  Score: Raw -86122.206795 + Penalty 3173.703088 = -82948.503707
  nChanged 5
		SP:Iteration 17Q (31338.170000 sec): 3 clusters
  Score: Raw -86143.083608 + Penalty 3173.703088 = -82969.380521
  nChanged 1
		SP:Iteration 18Q (31338.350000 sec): 3 clusters
  Score: Raw -86143.507406 + Penalty 3173.703088 = -82969.804318
  nChanged 0
		SP:Iteration 19F (31338.520000 sec): 3 clusters
  Score: Raw -86143.507406 + Penalty 3173.703088 = -82969.804318
  nChanged 0
Deleting Class 41 (411 points): Lose 2922.643589 but Gain 3262.464713
Iteration 441F (31456.430000 sec): 60 clusters
  Score: Raw -91407884.114375 + Penalty 192485.418085 = -91215398.696291
  nChanged 389
Iteration 442F (31571.260000 sec): 60 clusters
  Score: Raw -91408909.377851 + Penalty 192485.418085 = -91216423.959766
  nChanged 29
Iteration 443Q (31650.520000 sec): 60 clusters
  Score: Raw -91408939.520036 + Penalty 192485.418085 = -91216454.101951
  nChanged 6
Iteration 444Q (31730.040000 sec): 60 clusters
  Score: Raw -91408946.856002 + Penalty 192485.418085 = -91216461.437917
  nChanged 4
Iteration 445Q (31809.870000 sec): 60 clusters
  Score: Raw -91408952.690339 + Penalty 192485.418085 = -91216467.272255
  nChanged 1
Iteration 446Q (31888.920000 sec): 60 clusters
  Score: Raw -91408953.824883 + Penalty 192485.418085 = -91216468.406799
  nChanged 1
Iteration 447Q (31967.270000 sec): 60 clusters
  Score: Raw -91408954.017954 + Penalty 192485.418085 = -91216468.599870
  nChanged 0
Iteration 448F (32076.510000 sec): 60 clusters
  Score: Raw -91408954.017954 + Penalty 192485.418085 = -91216468.599870
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408954.017954 + Penalty 192485.418085 = -91216468.599870
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32076.570000 sec): 2 clusters
  Score: Raw -47382.080999 + Penalty 1467.885676 = -45914.195324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32076.750000 sec): 3 clusters
  Score: Raw -47501.789560 + Penalty 2935.771352 = -44566.018208
  nChanged 66
		SP:Iteration 1F (32076.910000 sec): 3 clusters
  Score: Raw -47656.338717 + Penalty 2935.771352 = -44720.567365
  nChanged 20
		SP:Iteration 2F (32077.090000 sec): 3 clusters
  Score: Raw -47697.940339 + Penalty 2935.771352 = -44762.168988
  nChanged 6
		SP:Iteration 3Q (32077.270000 sec): 3 clusters
  Score: Raw -47717.033070 + Penalty 2935.771352 = -44781.261718
  nChanged 4
		SP:Iteration 4Q (32077.440000 sec): 3 clusters
  Score: Raw -47729.544132 + Penalty 2935.771352 = -44793.772780
  nChanged 1
		SP:Iteration 5Q (32077.620000 sec): 3 clusters
  Score: Raw -47730.488945 + Penalty 2935.771352 = -44794.717594
  nChanged 1
		SP:Iteration 6Q (32077.790000 sec): 3 clusters
  Score: Raw -47737.007375 + Penalty 2935.771352 = -44801.236024
  nChanged 1
		SP:Iteration 7Q (32077.850000 sec): 3 clusters
  Score: Raw -47743.209145 + Penalty 2935.771352 = -44807.437793
  nChanged 2
		SP:Iteration 8Q (32077.850000 sec): 3 clusters
  Score: Raw -47749.037143 + Penalty 2935.771352 = -44813.265791
  nChanged 0
		SP:Iteration 9F (32077.870000 sec): 3 clusters
  Score: Raw -47749.037143 + Penalty 2935.771352 = -44813.265791
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32077.900000 sec): 2 clusters
  Score: Raw -77326.153581 + Penalty 1532.130140 = -75794.023440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32077.920000 sec): 3 clusters
  Score: Raw -77403.335983 + Penalty 3064.260281 = -74339.075702
  nChanged 96
		SP:Iteration 1F (32077.940000 sec): 3 clusters
  Score: Raw -77571.321086 + Penalty 3064.260281 = -74507.060805
  nChanged 27
		SP:Iteration 2F (32077.970000 sec): 3 clusters
  Score: Raw -77624.763364 + Penalty 3064.260281 = -74560.503083
  nChanged 8
		SP:Iteration 3Q (32077.990000 sec): 3 clusters
  Score: Raw -77640.403900 + Penalty 3064.260281 = -74576.143620
  nChanged 7
		SP:Iteration 4Q (32078.010000 sec): 3 clusters
  Score: Raw -77653.163494 + Penalty 3064.260281 = -74588.903213
  nChanged 4
		SP:Iteration 5Q (32078.030000 sec): 3 clusters
  Score: Raw -77661.005931 + Penalty 3064.260281 = -74596.745651
  nChanged 4
		SP:Iteration 6Q (32078.060000 sec): 3 clusters
  Score: Raw -77664.463551 + Penalty 3064.260281 = -74600.203270
  nChanged 0
		SP:Iteration 7F (32078.080000 sec): 3 clusters
  Score: Raw -77664.463551 + Penalty 3064.260281 = -74600.203270
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32078.150000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32078.330000 sec): 3 clusters
  Score: Raw -221730.130270 + Penalty 3514.607126 = -218215.523144
  nChanged 353
		SP:Iteration 1F (32078.510000 sec): 3 clusters
  Score: Raw -222056.022092 + Penalty 3514.607126 = -218541.414966
  nChanged 71
		SP:Iteration 2F (32078.680000 sec): 3 clusters
  Score: Raw -222140.505551 + Penalty 3514.607126 = -218625.898424
  nChanged 38
		SP:Iteration 3Q (32078.850000 sec): 3 clusters
  Score: Raw -222194.566529 + Penalty 3514.607126 = -218679.959402
  nChanged 36
		SP:Iteration 4Q (32079.030000 sec): 3 clusters
  Score: Raw -222235.748655 + Penalty 3514.607126 = -218721.141529
  nChanged 21
		SP:Iteration 5Q (32079.210000 sec): 3 clusters
  Score: Raw -222259.337077 + Penalty 3514.607126 = -218744.729951
  nChanged 8
		SP:Iteration 6Q (32079.380000 sec): 3 clusters
  Score: Raw -222267.391489 + Penalty 3514.607126 = -218752.784363
  nChanged 6
		SP:Iteration 7Q (32079.560000 sec): 3 clusters
  Score: Raw -222273.802175 + Penalty 3514.607126 = -218759.195049
  nChanged 6
		SP:Iteration 8Q (32079.740000 sec): 3 clusters
  Score: Raw -222279.547340 + Penalty 3514.607126 = -218764.940214
  nChanged 5
		SP:Iteration 9Q (32079.910000 sec): 3 clusters
  Score: Raw -222282.906866 + Penalty 3514.607126 = -218768.299739
  nChanged 4
		SP:Iteration 10Q (32080.090000 sec): 3 clusters
  Score: Raw -222285.259592 + Penalty 3514.607126 = -218770.652466
  nChanged 2
		SP:Iteration 11Q (32080.260000 sec): 3 clusters
  Score: Raw -222287.603642 + Penalty 3514.607126 = -218772.996516
  nChanged 1
		SP:Iteration 12Q (32080.440000 sec): 3 clusters
  Score: Raw -222288.453732 + Penalty 3514.607126 = -218773.846605
  nChanged 1
		SP:Iteration 13Q (32080.620000 sec): 3 clusters
  Score: Raw -222289.041409 + Penalty 3514.607126 = -218774.434283
  nChanged 1
		SP:Iteration 14Q (32080.790000 sec): 3 clusters
  Score: Raw -222289.827949 + Penalty 3514.607126 = -218775.220823
  nChanged 0
		SP:Iteration 15F (32080.960000 sec): 3 clusters
  Score: Raw -222289.827949 + Penalty 3514.607126 = -218775.220823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32081.040000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32081.210000 sec): 3 clusters
  Score: Raw -26996.298533 + Penalty 2544.429763 = -24451.868770
  nChanged 9
		SP:Iteration 1F (32081.370000 sec): 3 clusters
  Score: Raw -27043.385012 + Penalty 2544.429763 = -24498.955250
  nChanged 2
		SP:Iteration 2Q (32081.540000 sec): 3 clusters
  Score: Raw -27061.452579 + Penalty 2544.429763 = -24517.022816
  nChanged 1
		SP:Iteration 3Q (32081.700000 sec): 3 clusters
  Score: Raw -27067.920339 + Penalty 2544.429763 = -24523.490576
  nChanged 2
		SP:Iteration 4Q (32081.860000 sec): 3 clusters
  Score: Raw -27086.938758 + Penalty 2544.429763 = -24542.508995
  nChanged 0
		SP:Iteration 5F (32082.030000 sec): 3 clusters
  Score: Raw -27086.938758 + Penalty 2544.429763 = -24542.508995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32082.130000 sec): 2 clusters
  Score: Raw -903923.141202 + Penalty 2117.903304 = -901805.237897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32082.250000 sec): 3 clusters
  Score: Raw -901451.387506 + Penalty 4235.806608 = -897215.580898
  nChanged 1972
		SP:Iteration 1F (32082.350000 sec): 3 clusters
  Score: Raw -902531.461781 + Penalty 4235.806608 = -898295.655173
  nChanged 374
		SP:Iteration 2F (32082.450000 sec): 3 clusters
  Score: Raw -902749.610654 + Penalty 4235.806608 = -898513.804046
  nChanged 268
		SP:Iteration 3F (32082.550000 sec): 3 clusters
  Score: Raw -902903.637597 + Penalty 4235.806608 = -898667.830988
  nChanged 198
		SP:Iteration 4Q (32082.650000 sec): 3 clusters
  Score: Raw -903016.629299 + Penalty 4235.806608 = -898780.822690
  nChanged 165
		SP:Iteration 5Q (32082.750000 sec): 3 clusters
  Score: Raw -903114.380231 + Penalty 4235.806608 = -898878.573622
  nChanged 159
		SP:Iteration 6Q (32082.860000 sec): 3 clusters
  Score: Raw -903194.118214 + Penalty 4235.806608 = -898958.311605
  nChanged 123
		SP:Iteration 7Q (32082.960000 sec): 3 clusters
  Score: Raw -903252.864973 + Penalty 4235.806608 = -899017.058365
  nChanged 107
		SP:Iteration 8Q (32083.080000 sec): 3 clusters
  Score: Raw -903301.965223 + Penalty 4235.806608 = -899066.158615
  nChanged 84
		SP:Iteration 9Q (32083.190000 sec): 3 clusters
  Score: Raw -903338.029422 + Penalty 4235.806608 = -899102.222814
  nChanged 74
		SP:Iteration 10Q (32083.300000 sec): 3 clusters
  Score: Raw -903369.613022 + Penalty 4235.806608 = -899133.806414
  nChanged 71
		SP:Iteration 11Q (32083.410000 sec): 3 clusters
  Score: Raw -903406.437784 + Penalty 4235.806608 = -899170.631176
  nChanged 78
		SP:Iteration 12Q (32083.520000 sec): 3 clusters
  Score: Raw -903444.498428 + Penalty 4235.806608 = -899208.691819
  nChanged 74
		SP:Iteration 13Q (32083.630000 sec): 3 clusters
  Score: Raw -903474.993744 + Penalty 4235.806608 = -899239.187135
  nChanged 69
		SP:Iteration 14Q (32083.750000 sec): 3 clusters
  Score: Raw -903502.042757 + Penalty 4235.806608 = -899266.236148
  nChanged 51
		SP:Iteration 15Q (32083.850000 sec): 3 clusters
  Score: Raw -903521.237754 + Penalty 4235.806608 = -899285.431146
  nChanged 48
		SP:Iteration 16Q (32084.050000 sec): 3 clusters
  Score: Raw -903536.927320 + Penalty 4235.806608 = -899301.120711
  nChanged 48
		SP:Iteration 17Q (32084.260000 sec): 3 clusters
  Score: Raw -903556.500489 + Penalty 4235.806608 = -899320.693880
  nChanged 56
		SP:Iteration 18Q (32084.470000 sec): 3 clusters
  Score: Raw -903582.255719 + Penalty 4235.806608 = -899346.449111
  nChanged 60
		SP:Iteration 19Q (32084.680000 sec): 3 clusters
  Score: Raw -903610.871542 + Penalty 4235.806608 = -899375.064933
  nChanged 82
		SP:Iteration 20F (32084.850000 sec): 3 clusters
  Score: Raw -903656.973607 + Penalty 4235.806608 = -899421.166998
  nChanged 88
		SP:Iteration 21Q (32085.070000 sec): 3 clusters
  Score: Raw -903729.797398 + Penalty 4235.806608 = -899493.990789
  nChanged 104
		SP:Iteration 22Q (32085.200000 sec): 3 clusters
  Score: Raw -903857.124440 + Penalty 4235.806608 = -899621.317831
  nChanged 145
		SP:Iteration 23Q (32085.410000 sec): 3 clusters
  Score: Raw -904037.643867 + Penalty 4235.806608 = -899801.837258
  nChanged 124
		SP:Iteration 24Q (32085.570000 sec): 3 clusters
  Score: Raw -904182.935586 + Penalty 4235.806608 = -899947.128977
  nChanged 130
		SP:Iteration 25Q (32085.730000 sec): 3 clusters
  Score: Raw -904296.038808 + Penalty 4235.806608 = -900060.232200
  nChanged 105
		SP:Iteration 26Q (32085.890000 sec): 3 clusters
  Score: Raw -904354.869765 + Penalty 4235.806608 = -900119.063156
  nChanged 62
		SP:Iteration 27Q (32086.050000 sec): 3 clusters
  Score: Raw -904389.938873 + Penalty 4235.806608 = -900154.132265
  nChanged 62
		SP:Iteration 28Q (32086.210000 sec): 3 clusters
  Score: Raw -904416.391164 + Penalty 4235.806608 = -900180.584555
  nChanged 36
		SP:Iteration 29Q (32086.400000 sec): 3 clusters
  Score: Raw -904428.908026 + Penalty 4235.806608 = -900193.101418
  nChanged 27
		SP:Iteration 30Q (32086.540000 sec): 3 clusters
  Score: Raw -904439.275168 + Penalty 4235.806608 = -900203.468559
  nChanged 20
		SP:Iteration 31Q (32086.650000 sec): 3 clusters
  Score: Raw -904446.925650 + Penalty 4235.806608 = -900211.119042
  nChanged 17
		SP:Iteration 32Q (32086.750000 sec): 3 clusters
  Score: Raw -904451.120619 + Penalty 4235.806608 = -900215.314010
  nChanged 8
		SP:Iteration 33Q (32086.940000 sec): 3 clusters
  Score: Raw -904453.837658 + Penalty 4235.806608 = -900218.031050
  nChanged 8
		SP:Iteration 34Q (32087.140000 sec): 3 clusters
  Score: Raw -904457.768063 + Penalty 4235.806608 = -900221.961454
  nChanged 12
		SP:Iteration 35Q (32087.310000 sec): 3 clusters
  Score: Raw -904462.045690 + Penalty 4235.806608 = -900226.239082
  nChanged 15
		SP:Iteration 36Q (32087.440000 sec): 3 clusters
  Score: Raw -904469.565979 + Penalty 4235.806608 = -900233.759370
  nChanged 20
		SP:Iteration 37Q (32087.640000 sec): 3 clusters
  Score: Raw -904477.007134 + Penalty 4235.806608 = -900241.200526
  nChanged 16
		SP:Iteration 38Q (32087.800000 sec): 3 clusters
  Score: Raw -904482.061238 + Penalty 4235.806608 = -900246.254630
  nChanged 11
		SP:Iteration 39Q (32087.960000 sec): 3 clusters
  Score: Raw -904485.715397 + Penalty 4235.806608 = -900249.908789
  nChanged 8
		SP:Iteration 40F (32088.120000 sec): 3 clusters
  Score: Raw -904488.479318 + Penalty 4235.806608 = -900252.672709
  nChanged 4
		SP:Iteration 41Q (32088.280000 sec): 3 clusters
  Score: Raw -904490.104686 + Penalty 4235.806608 = -900254.298077
  nChanged 2
		SP:Iteration 42Q (32088.440000 sec): 3 clusters
  Score: Raw -904490.491005 + Penalty 4235.806608 = -900254.684396
  nChanged 0
		SP:Iteration 43F (32088.600000 sec): 3 clusters
  Score: Raw -904490.491005 + Penalty 4235.806608 = -900254.684396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32088.690000 sec): 2 clusters
  Score: Raw -60570.058103 + Penalty 1500.918114 = -59069.139989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32088.870000 sec): 3 clusters
  Score: Raw -60756.992165 + Penalty 3001.836228 = -57755.155937
  nChanged 98
		SP:Iteration 1F (32089.040000 sec): 3 clusters
  Score: Raw -61067.309689 + Penalty 3001.836228 = -58065.473462
  nChanged 38
		SP:Iteration 2F (32089.050000 sec): 3 clusters
  Score: Raw -61260.185681 + Penalty 3001.836228 = -58258.349454
  nChanged 28
		SP:Iteration 3F (32089.060000 sec): 3 clusters
  Score: Raw -61367.840412 + Penalty 3001.836228 = -58366.004184
  nChanged 19
		SP:Iteration 4Q (32089.080000 sec): 3 clusters
  Score: Raw -61437.811082 + Penalty 3001.836228 = -58435.974854
  nChanged 12
		SP:Iteration 5Q (32089.090000 sec): 3 clusters
  Score: Raw -61487.582833 + Penalty 3001.836228 = -58485.746605
  nChanged 5
		SP:Iteration 6Q (32089.100000 sec): 3 clusters
  Score: Raw -61498.225954 + Penalty 3001.836228 = -58496.389726
  nChanged 3
		SP:Iteration 7Q (32089.120000 sec): 3 clusters
  Score: Raw -61521.506015 + Penalty 3001.836228 = -58519.669787
  nChanged 1
		SP:Iteration 8Q (32089.140000 sec): 3 clusters
  Score: Raw -61522.757283 + Penalty 3001.836228 = -58520.921055
  nChanged 0
		SP:Iteration 9F (32089.160000 sec): 3 clusters
  Score: Raw -61522.757283 + Penalty 3001.836228 = -58520.921055
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32089.210000 sec): 2 clusters
  Score: Raw -280554.485955 + Penalty 1817.289574 = -278737.196381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32089.250000 sec): 3 clusters
  Score: Raw -280092.740386 + Penalty 3634.579147 = -276458.161239
  nChanged 449
		SP:Iteration 1F (32089.290000 sec): 3 clusters
  Score: Raw -280494.391900 + Penalty 3634.579147 = -276859.812752
  nChanged 107
		SP:Iteration 2F (32089.340000 sec): 3 clusters
  Score: Raw -280589.867245 + Penalty 3634.579147 = -276955.288098
  nChanged 60
		SP:Iteration 3Q (32089.380000 sec): 3 clusters
  Score: Raw -280637.115659 + Penalty 3634.579147 = -277002.536512
  nChanged 29
		SP:Iteration 4Q (32089.420000 sec): 3 clusters
  Score: Raw -280656.386611 + Penalty 3634.579147 = -277021.807464
  nChanged 15
		SP:Iteration 5Q (32089.460000 sec): 3 clusters
  Score: Raw -280672.684404 + Penalty 3634.579147 = -277038.105257
  nChanged 16
		SP:Iteration 6Q (32089.500000 sec): 3 clusters
  Score: Raw -280690.821351 + Penalty 3634.579147 = -277056.242204
  nChanged 19
		SP:Iteration 7Q (32089.540000 sec): 3 clusters
  Score: Raw -280706.596493 + Penalty 3634.579147 = -277072.017346
  nChanged 15
		SP:Iteration 8Q (32089.580000 sec): 3 clusters
  Score: Raw -280723.036054 + Penalty 3634.579147 = -277088.456907
  nChanged 12
		SP:Iteration 9Q (32089.620000 sec): 3 clusters
  Score: Raw -280734.117166 + Penalty 3634.579147 = -277099.538019
  nChanged 14
		SP:Iteration 10Q (32089.660000 sec): 3 clusters
  Score: Raw -280742.126788 + Penalty 3634.579147 = -277107.547641
  nChanged 10
		SP:Iteration 11Q (32089.700000 sec): 3 clusters
  Score: Raw -280748.835986 + Penalty 3634.579147 = -277114.256839
  nChanged 9
		SP:Iteration 12Q (32089.740000 sec): 3 clusters
  Score: Raw -280756.404023 + Penalty 3634.579147 = -277121.824876
  nChanged 3
		SP:Iteration 13Q (32089.780000 sec): 3 clusters
  Score: Raw -280758.376753 + Penalty 3634.579147 = -277123.797606
  nChanged 4
		SP:Iteration 14Q (32089.830000 sec): 3 clusters
  Score: Raw -280762.488207 + Penalty 3634.579147 = -277127.909060
  nChanged 2
		SP:Iteration 15Q (32089.870000 sec): 3 clusters
  Score: Raw -280763.969573 + Penalty 3634.579147 = -277129.390426
  nChanged 1
		SP:Iteration 16Q (32089.910000 sec): 3 clusters
  Score: Raw -280764.270794 + Penalty 3634.579147 = -277129.691647
  nChanged 0
		SP:Iteration 17F (32089.950000 sec): 3 clusters
  Score: Raw -280764.270794 + Penalty 3634.579147 = -277129.691647
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32089.980000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32089.990000 sec): 3 clusters
  Score: Raw -27770.533448 + Penalty 2742.596827 = -25027.936621
  nChanged 31
		SP:Iteration 1F (32090.000000 sec): 3 clusters
  Score: Raw -27870.403735 + Penalty 2742.596827 = -25127.806908
  nChanged 6
		SP:Iteration 2Q (32090.000000 sec): 3 clusters
  Score: Raw -27899.178041 + Penalty 2742.596827 = -25156.581214
  nChanged 5
		SP:Iteration 3Q (32090.010000 sec): 3 clusters
  Score: Raw -27923.783942 + Penalty 2742.596827 = -25181.187115
  nChanged 3
		SP:Iteration 4Q (32090.020000 sec): 3 clusters
  Score: Raw -27928.864461 + Penalty 2742.596827 = -25186.267633
  nChanged 0
		SP:Iteration 5F (32090.030000 sec): 3 clusters
  Score: Raw -27928.864461 + Penalty 2742.596827 = -25186.267633
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32090.070000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32090.110000 sec): 3 clusters
  Score: Raw -218630.715807 + Penalty 3502.847050 = -215127.868758
  nChanged 295
		SP:Iteration 1F (32090.140000 sec): 3 clusters
  Score: Raw -218941.555273 + Penalty 3502.847050 = -215438.708223
  nChanged 83
		SP:Iteration 2F (32090.170000 sec): 3 clusters
  Score: Raw -219068.571358 + Penalty 3502.847050 = -215565.724308
  nChanged 64
		SP:Iteration 3F (32090.200000 sec): 3 clusters
  Score: Raw -219169.689270 + Penalty 3502.847050 = -215666.842220
  nChanged 54
		SP:Iteration 4Q (32090.240000 sec): 3 clusters
  Score: Raw -219251.090908 + Penalty 3502.847050 = -215748.243858
  nChanged 56
		SP:Iteration 5Q (32090.270000 sec): 3 clusters
  Score: Raw -219347.234408 + Penalty 3502.847050 = -215844.387359
  nChanged 58
		SP:Iteration 6Q (32090.300000 sec): 3 clusters
  Score: Raw -219515.874813 + Penalty 3502.847050 = -216013.027763
  nChanged 68
		SP:Iteration 7F (32090.340000 sec): 3 clusters
  Score: Raw -219646.355217 + Penalty 3502.847050 = -216143.508167
  nChanged 37
		SP:Iteration 8Q (32090.370000 sec): 3 clusters
  Score: Raw -219697.797227 + Penalty 3502.847050 = -216194.950177
  nChanged 16
		SP:Iteration 9Q (32090.400000 sec): 3 clusters
  Score: Raw -219716.905099 + Penalty 3502.847050 = -216214.058050
  nChanged 8
		SP:Iteration 10Q (32090.440000 sec): 3 clusters
  Score: Raw -219728.819543 + Penalty 3502.847050 = -216225.972493
  nChanged 5
		SP:Iteration 11Q (32090.470000 sec): 3 clusters
  Score: Raw -219737.569749 + Penalty 3502.847050 = -216234.722700
  nChanged 4
		SP:Iteration 12Q (32090.500000 sec): 3 clusters
  Score: Raw -219745.357712 + Penalty 3502.847050 = -216242.510662
  nChanged 3
		SP:Iteration 13Q (32090.540000 sec): 3 clusters
  Score: Raw -219749.053354 + Penalty 3502.847050 = -216246.206304
  nChanged 2
		SP:Iteration 14Q (32090.570000 sec): 3 clusters
  Score: Raw -219750.384053 + Penalty 3502.847050 = -216247.537003
  nChanged 0
		SP:Iteration 15F (32090.600000 sec): 3 clusters
  Score: Raw -219750.384053 + Penalty 3502.847050 = -216247.537003
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32090.620000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32090.640000 sec): 3 clusters
  Score: Raw -37315.058879 + Penalty 2681.957199 = -34633.101680
  nChanged 15
		SP:Iteration 1F (32090.640000 sec): 3 clusters
  Score: Raw -37384.546668 + Penalty 2681.957199 = -34702.589469
  nChanged 3
		SP:Iteration 2Q (32090.650000 sec): 3 clusters
  Score: Raw -37398.319469 + Penalty 2681.957199 = -34716.362270
  nChanged 1
		SP:Iteration 3Q (32090.660000 sec): 3 clusters
  Score: Raw -37403.506498 + Penalty 2681.957199 = -34721.549299
  nChanged 1
		SP:Iteration 4Q (32090.670000 sec): 3 clusters
  Score: Raw -37408.528026 + Penalty 2681.957199 = -34726.570828
  nChanged 0
		SP:Iteration 5F (32090.680000 sec): 3 clusters
  Score: Raw -37408.528026 + Penalty 2681.957199 = -34726.570828
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32090.700000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32090.700000 sec): 3 clusters
  Score: Raw -33603.256608 + Penalty 2652.165335 = -30951.091272
  nChanged 14
		SP:Iteration 1F (32090.710000 sec): 3 clusters
  Score: Raw -33672.929779 + Penalty 2652.165335 = -31020.764444
  nChanged 7
		SP:Iteration 2Q (32090.720000 sec): 3 clusters
  Score: Raw -33727.566482 + Penalty 2652.165335 = -31075.401147
  nChanged 4
		SP:Iteration 3Q (32090.730000 sec): 3 clusters
  Score: Raw -33771.657965 + Penalty 2652.165335 = -31119.492629
  nChanged 2
		SP:Iteration 4Q (32090.740000 sec): 3 clusters
  Score: Raw -33784.365632 + Penalty 2652.165335 = -31132.200297
  nChanged 1
		SP:Iteration 5Q (32090.740000 sec): 3 clusters
  Score: Raw -33811.824287 + Penalty 2652.165335 = -31159.658952
  nChanged 2
		SP:Iteration 6Q (32090.750000 sec): 3 clusters
  Score: Raw -33819.402030 + Penalty 2652.165335 = -31167.236695
  nChanged 0
		SP:Iteration 7F (32090.760000 sec): 3 clusters
  Score: Raw -33819.402030 + Penalty 2652.165335 = -31167.236695
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32090.780000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32090.790000 sec): 3 clusters
  Score: Raw -35788.096797 + Penalty 2707.954415 = -33080.142382
  nChanged 24
		SP:Iteration 1F (32090.800000 sec): 3 clusters
  Score: Raw -35892.284951 + Penalty 2707.954415 = -33184.330536
  nChanged 6
		SP:Iteration 2Q (32090.800000 sec): 3 clusters
  Score: Raw -35919.250713 + Penalty 2707.954415 = -33211.296298
  nChanged 2
		SP:Iteration 3Q (32090.810000 sec): 3 clusters
  Score: Raw -35925.155418 + Penalty 2707.954415 = -33217.201003
  nChanged 2
		SP:Iteration 4Q (32090.820000 sec): 3 clusters
  Score: Raw -35935.186706 + Penalty 2707.954415 = -33227.232291
  nChanged 1
		SP:Iteration 5Q (32090.830000 sec): 3 clusters
  Score: Raw -35941.442068 + Penalty 2707.954415 = -33233.487653
  nChanged 1
		SP:Iteration 6Q (32090.840000 sec): 3 clusters
  Score: Raw -35945.986731 + Penalty 2707.954415 = -33238.032316
  nChanged 1
		SP:Iteration 7Q (32090.840000 sec): 3 clusters
  Score: Raw -35952.410007 + Penalty 2707.954415 = -33244.455592
  nChanged 0
		SP:Iteration 8F (32090.850000 sec): 3 clusters
  Score: Raw -35952.410007 + Penalty 2707.954415 = -33244.455592
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32091.020000 sec): 2 clusters
  Score: Raw -2515304.849951 + Penalty 2359.836401 = -2512945.013550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32091.340000 sec): 3 clusters
  Score: Raw -2507673.778953 + Penalty 4719.672802 = -2502954.106151
  nChanged 5850
		SP:Iteration 1F (32091.630000 sec): 3 clusters
  Score: Raw -2510760.716016 + Penalty 4719.672802 = -2506041.043214
  nChanged 820
		SP:Iteration 2F (32091.900000 sec): 3 clusters
  Score: Raw -2511089.369789 + Penalty 4719.672802 = -2506369.696988
  nChanged 607
		SP:Iteration 3Q (32092.210000 sec): 3 clusters
  Score: Raw -2511324.274968 + Penalty 4719.672802 = -2506604.602166
  nChanged 537
		SP:Iteration 4Q (32092.520000 sec): 3 clusters
  Score: Raw -2511538.385142 + Penalty 4719.672802 = -2506818.712341
  nChanged 505
		SP:Iteration 5Q (32092.780000 sec): 3 clusters
  Score: Raw -2511724.582981 + Penalty 4719.672802 = -2507004.910179
  nChanged 447
		SP:Iteration 6Q (32093.050000 sec): 3 clusters
  Score: Raw -2511886.183571 + Penalty 4719.672802 = -2507166.510769
  nChanged 425
		SP:Iteration 7Q (32093.320000 sec): 3 clusters
  Score: Raw -2512035.459353 + Penalty 4719.672802 = -2507315.786551
  nChanged 380
		SP:Iteration 8Q (32093.620000 sec): 3 clusters
  Score: Raw -2512163.554801 + Penalty 4719.672802 = -2507443.882000
  nChanged 385
		SP:Iteration 9Q (32093.900000 sec): 3 clusters
  Score: Raw -2512311.997447 + Penalty 4719.672802 = -2507592.324645
  nChanged 389
		SP:Iteration 10Q (32094.160000 sec): 3 clusters
  Score: Raw -2512482.887291 + Penalty 4719.672802 = -2507763.214489
  nChanged 442
		SP:Iteration 11Q (32094.430000 sec): 3 clusters
  Score: Raw -2512702.547381 + Penalty 4719.672802 = -2507982.874579
  nChanged 505
		SP:Iteration 12Q (32094.700000 sec): 3 clusters
  Score: Raw -2512982.322491 + Penalty 4719.672802 = -2508262.649689
  nChanged 526
		SP:Iteration 13Q (32094.970000 sec): 3 clusters
  Score: Raw -2513318.590092 + Penalty 4719.672802 = -2508598.917291
  nChanged 538
		SP:Iteration 14Q (32095.240000 sec): 3 clusters
  Score: Raw -2513693.204749 + Penalty 4719.672802 = -2508973.531948
  nChanged 508
		SP:Iteration 15Q (32095.560000 sec): 3 clusters
  Score: Raw -2514052.024230 + Penalty 4719.672802 = -2509332.351429
  nChanged 447
		SP:Iteration 16Q (32095.890000 sec): 3 clusters
  Score: Raw -2514372.601501 + Penalty 4719.672802 = -2509652.928700
  nChanged 394
		SP:Iteration 17Q (32096.220000 sec): 3 clusters
  Score: Raw -2514666.214053 + Penalty 4719.672802 = -2509946.541251
  nChanged 309
		SP:Iteration 18Q (32096.510000 sec): 3 clusters
  Score: Raw -2514879.987281 + Penalty 4719.672802 = -2510160.314479
  nChanged 241
		SP:Iteration 19Q (32096.800000 sec): 3 clusters
  Score: Raw -2515048.764165 + Penalty 4719.672802 = -2510329.091364
  nChanged 196
		SP:Iteration 20F (32097.090000 sec): 3 clusters
  Score: Raw -2515174.139187 + Penalty 4719.672802 = -2510454.466386
  nChanged 141
		SP:Iteration 21Q (32097.330000 sec): 3 clusters
  Score: Raw -2515263.937586 + Penalty 4719.672802 = -2510544.264784
  nChanged 109
		SP:Iteration 22Q (32097.620000 sec): 3 clusters
  Score: Raw -2515327.691330 + Penalty 4719.672802 = -2510608.018528
  nChanged 75
		SP:Iteration 23Q (32097.900000 sec): 3 clusters
  Score: Raw -2515375.631315 + Penalty 4719.672802 = -2510655.958514
  nChanged 61
		SP:Iteration 24Q (32098.190000 sec): 3 clusters
  Score: Raw -2515416.166681 + Penalty 4719.672802 = -2510696.493880
  nChanged 52
		SP:Iteration 25Q (32098.480000 sec): 3 clusters
  Score: Raw -2515452.243603 + Penalty 4719.672802 = -2510732.570801
  nChanged 47
		SP:Iteration 26Q (32098.770000 sec): 3 clusters
  Score: Raw -2515483.871173 + Penalty 4719.672802 = -2510764.198372
  nChanged 38
		SP:Iteration 27Q (32099.060000 sec): 3 clusters
  Score: Raw -2515508.047804 + Penalty 4719.672802 = -2510788.375002
  nChanged 33
		SP:Iteration 28Q (32099.340000 sec): 3 clusters
  Score: Raw -2515529.827910 + Penalty 4719.672802 = -2510810.155108
  nChanged 22
		SP:Iteration 29Q (32099.670000 sec): 3 clusters
  Score: Raw -2515544.019565 + Penalty 4719.672802 = -2510824.346764
  nChanged 27
		SP:Iteration 30Q (32099.960000 sec): 3 clusters
  Score: Raw -2515561.417498 + Penalty 4719.672802 = -2510841.744697
  nChanged 21
		SP:Iteration 31Q (32100.240000 sec): 3 clusters
  Score: Raw -2515575.400630 + Penalty 4719.672802 = -2510855.727829
  nChanged 12
		SP:Iteration 32Q (32100.520000 sec): 3 clusters
  Score: Raw -2515585.707367 + Penalty 4719.672802 = -2510866.034566
  nChanged 11
		SP:Iteration 33Q (32100.800000 sec): 3 clusters
  Score: Raw -2515594.924007 + Penalty 4719.672802 = -2510875.251206
  nChanged 13
		SP:Iteration 34Q (32101.050000 sec): 3 clusters
  Score: Raw -2515604.582366 + Penalty 4719.672802 = -2510884.909564
  nChanged 15
		SP:Iteration 35Q (32101.290000 sec): 3 clusters
  Score: Raw -2515616.668375 + Penalty 4719.672802 = -2510896.995573
  nChanged 14
		SP:Iteration 36Q (32101.540000 sec): 3 clusters
  Score: Raw -2515625.794718 + Penalty 4719.672802 = -2510906.121916
  nChanged 11
		SP:Iteration 37Q (32101.790000 sec): 3 clusters
  Score: Raw -2515635.153044 + Penalty 4719.672802 = -2510915.480243
  nChanged 12
		SP:Iteration 38Q (32102.000000 sec): 3 clusters
  Score: Raw -2515643.806393 + Penalty 4719.672802 = -2510924.133591
  nChanged 11
		SP:Iteration 39Q (32102.290000 sec): 3 clusters
  Score: Raw -2515651.851069 + Penalty 4719.672802 = -2510932.178267
  nChanged 14
		SP:Iteration 40F (32102.580000 sec): 3 clusters
  Score: Raw -2515663.468132 + Penalty 4719.672802 = -2510943.795330
  nChanged 9
		SP:Iteration 41Q (32102.830000 sec): 3 clusters
  Score: Raw -2515672.907978 + Penalty 4719.672802 = -2510953.235176
  nChanged 8
		SP:Iteration 42Q (32103.110000 sec): 3 clusters
  Score: Raw -2515684.358895 + Penalty 4719.672802 = -2510964.686093
  nChanged 12
		SP:Iteration 43Q (32103.400000 sec): 3 clusters
  Score: Raw -2515694.560058 + Penalty 4719.672802 = -2510974.887257
  nChanged 14
		SP:Iteration 44Q (32103.690000 sec): 3 clusters
  Score: Raw -2515714.287415 + Penalty 4719.672802 = -2510994.614613
  nChanged 14
		SP:Iteration 45Q (32103.980000 sec): 3 clusters
  Score: Raw -2515729.114475 + Penalty 4719.672802 = -2511009.441673
  nChanged 12
		SP:Iteration 46Q (32104.260000 sec): 3 clusters
  Score: Raw -2515742.508376 + Penalty 4719.672802 = -2511022.835575
  nChanged 8
		SP:Iteration 47Q (32104.550000 sec): 3 clusters
  Score: Raw -2515750.975667 + Penalty 4719.672802 = -2511031.302865
  nChanged 5
		SP:Iteration 48Q (32104.840000 sec): 3 clusters
  Score: Raw -2515755.268220 + Penalty 4719.672802 = -2511035.595418
  nChanged 3
		SP:Iteration 49Q (32105.120000 sec): 3 clusters
  Score: Raw -2515757.437384 + Penalty 4719.672802 = -2511037.764582
  nChanged 1
		SP:Iteration 50Q (32105.410000 sec): 3 clusters
  Score: Raw -2515757.833931 + Penalty 4719.672802 = -2511038.161130
  nChanged 0
		SP:Iteration 51F (32105.700000 sec): 3 clusters
  Score: Raw -2515757.833931 + Penalty 4719.672802 = -2511038.161130
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32106.980000 sec): 2 clusters
  Score: Raw -37599021.594449 + Penalty 3039.333487 = -37595982.260962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32108.890000 sec): 3 clusters
  Score: Raw -37461199.726361 + Penalty 6078.666974 = -37455121.059388
  nChanged 101217
		SP:Iteration 1F (32110.820000 sec): 3 clusters
  Score: Raw -37521235.046196 + Penalty 6078.666974 = -37515156.379222
  nChanged 6184
		SP:Iteration 2Q (32112.800000 sec): 3 clusters
  Score: Raw -37522862.357773 + Penalty 6078.666974 = -37516783.690800
  nChanged 7238
		SP:Iteration 3Q (32114.820000 sec): 3 clusters
  Score: Raw -37525274.303657 + Penalty 6078.666974 = -37519195.636683
  nChanged 9042
		SP:Iteration 4Q (32116.970000 sec): 3 clusters
  Score: Raw -37529224.652825 + Penalty 6078.666974 = -37523145.985851
  nChanged 11658
		SP:Iteration 5F (32118.910000 sec): 3 clusters
  Score: Raw -37535942.416471 + Penalty 6078.666974 = -37529863.749497
  nChanged 15206
		SP:Iteration 6F (32120.880000 sec): 3 clusters
  Score: Raw -37547015.612752 + Penalty 6078.666974 = -37540936.945778
  nChanged 17398
		SP:Iteration 7F (32122.870000 sec): 3 clusters
  Score: Raw -37562089.600882 + Penalty 6078.666974 = -37556010.933908
  nChanged 16256
		SP:Iteration 8F (32124.850000 sec): 3 clusters
  Score: Raw -37577286.176254 + Penalty 6078.666974 = -37571207.509280
  nChanged 11695
		SP:Iteration 9F (32126.810000 sec): 3 clusters
  Score: Raw -37588288.008226 + Penalty 6078.666974 = -37582209.341253
  nChanged 6576
		SP:Iteration 10Q (32128.680000 sec): 3 clusters
  Score: Raw -37594197.620388 + Penalty 6078.666974 = -37588118.953414
  nChanged 3303
		SP:Iteration 11Q (32130.440000 sec): 3 clusters
  Score: Raw -37596910.412923 + Penalty 6078.666974 = -37590831.745949
  nChanged 1583
		SP:Iteration 12Q (32132.200000 sec): 3 clusters
  Score: Raw -37598057.763069 + Penalty 6078.666974 = -37591979.096095
  nChanged 815
		SP:Iteration 13Q (32133.930000 sec): 3 clusters
  Score: Raw -37598633.627055 + Penalty 6078.666974 = -37592554.960082
  nChanged 437
		SP:Iteration 14Q (32135.550000 sec): 3 clusters
  Score: Raw -37598932.809918 + Penalty 6078.666974 = -37592854.142945
  nChanged 261
		SP:Iteration 15Q (32137.200000 sec): 3 clusters
  Score: Raw -37599109.784834 + Penalty 6078.666974 = -37593031.117861
  nChanged 150
		SP:Iteration 16Q (32138.900000 sec): 3 clusters
  Score: Raw -37599201.453784 + Penalty 6078.666974 = -37593122.786811
  nChanged 88
		SP:Iteration 17Q (32140.550000 sec): 3 clusters
  Score: Raw -37599255.021079 + Penalty 6078.666974 = -37593176.354106
  nChanged 71
		SP:Iteration 18Q (32142.250000 sec): 3 clusters
  Score: Raw -37599299.958313 + Penalty 6078.666974 = -37593221.291339
  nChanged 46
		SP:Iteration 19Q (32143.950000 sec): 3 clusters
  Score: Raw -37599327.482128 + Penalty 6078.666974 = -37593248.815154
  nChanged 35
		SP:Iteration 20F (32145.860000 sec): 3 clusters
  Score: Raw -37599347.993792 + Penalty 6078.666974 = -37593269.326818
  nChanged 32
		SP:Iteration 21Q (32147.590000 sec): 3 clusters
  Score: Raw -37599368.408897 + Penalty 6078.666974 = -37593289.741923
  nChanged 30
		SP:Iteration 22Q (32149.280000 sec): 3 clusters
  Score: Raw -37599387.106188 + Penalty 6078.666974 = -37593308.439214
  nChanged 18
		SP:Iteration 23Q (32150.980000 sec): 3 clusters
  Score: Raw -37599395.314082 + Penalty 6078.666974 = -37593316.647108
  nChanged 13
		SP:Iteration 24Q (32152.660000 sec): 3 clusters
  Score: Raw -37599402.515309 + Penalty 6078.666974 = -37593323.848336
  nChanged 11
		SP:Iteration 25Q (32154.360000 sec): 3 clusters
  Score: Raw -37599410.263592 + Penalty 6078.666974 = -37593331.596618
  nChanged 8
		SP:Iteration 26Q (32156.060000 sec): 3 clusters
  Score: Raw -37599416.534367 + Penalty 6078.666974 = -37593337.867393
  nChanged 7
		SP:Iteration 27Q (32157.800000 sec): 3 clusters
  Score: Raw -37599420.922067 + Penalty 6078.666974 = -37593342.255093
  nChanged 6
		SP:Iteration 28Q (32159.420000 sec): 3 clusters
  Score: Raw -37599423.553821 + Penalty 6078.666974 = -37593344.886847
  nChanged 6
		SP:Iteration 29Q (32161.120000 sec): 3 clusters
  Score: Raw -37599427.485192 + Penalty 6078.666974 = -37593348.818218
  nChanged 4
		SP:Iteration 30Q (32162.790000 sec): 3 clusters
  Score: Raw -37599429.311084 + Penalty 6078.666974 = -37593350.644111
  nChanged 2
		SP:Iteration 31Q (32164.400000 sec): 3 clusters
  Score: Raw -37599430.671364 + Penalty 6078.666974 = -37593352.004390
  nChanged 2
		SP:Iteration 32Q (32166.100000 sec): 3 clusters
  Score: Raw -37599433.102885 + Penalty 6078.666974 = -37593354.435911
  nChanged 2
		SP:Iteration 33Q (32167.830000 sec): 3 clusters
  Score: Raw -37599434.858666 + Penalty 6078.666974 = -37593356.191692
  nChanged 2
		SP:Iteration 34Q (32169.530000 sec): 3 clusters
  Score: Raw -37599435.664876 + Penalty 6078.666974 = -37593356.997902
  nChanged 2
		SP:Iteration 35Q (32171.320000 sec): 3 clusters
  Score: Raw -37599437.105785 + Penalty 6078.666974 = -37593358.438812
  nChanged 1
		SP:Iteration 36Q (32172.890000 sec): 3 clusters
  Score: Raw -37599437.715246 + Penalty 6078.666974 = -37593359.048272
  nChanged 1
		SP:Iteration 37Q (32174.620000 sec): 3 clusters
  Score: Raw -37599438.682406 + Penalty 6078.666974 = -37593360.015432
  nChanged 2
		SP:Iteration 38Q (32176.390000 sec): 3 clusters
  Score: Raw -37599440.028189 + Penalty 6078.666974 = -37593361.361215
  nChanged 3
		SP:Iteration 39Q (32178.120000 sec): 3 clusters
  Score: Raw -37599442.547871 + Penalty 6078.666974 = -37593363.880897
  nChanged 3
		SP:Iteration 40F (32180.040000 sec): 3 clusters
  Score: Raw -37599443.985480 + Penalty 6078.666974 = -37593365.318507
  nChanged 5
		SP:Iteration 41Q (32181.730000 sec): 3 clusters
  Score: Raw -37599448.263922 + Penalty 6078.666974 = -37593369.596948
  nChanged 4
		SP:Iteration 42Q (32183.450000 sec): 3 clusters
  Score: Raw -37599450.510778 + Penalty 6078.666974 = -37593371.843804
  nChanged 1
		SP:Iteration 43Q (32185.150000 sec): 3 clusters
  Score: Raw -37599450.767597 + Penalty 6078.666974 = -37593372.100623
  nChanged 0
		SP:Iteration 44F (32186.970000 sec): 3 clusters
  Score: Raw -37599450.767597 + Penalty 6078.666974 = -37593372.100623
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32187.210000 sec): 2 clusters
  Score: Raw -3607938.250887 + Penalty 2468.212107 = -3605470.038780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32187.540000 sec): 3 clusters
  Score: Raw -3595704.786515 + Penalty 4936.424215 = -3590768.362300
  nChanged 9226
		SP:Iteration 1F (32187.870000 sec): 3 clusters
  Score: Raw -3601228.491898 + Penalty 4936.424215 = -3596292.067684
  nChanged 1579
		SP:Iteration 2F (32188.190000 sec): 3 clusters
  Score: Raw -3602659.015548 + Penalty 4936.424215 = -3597722.591334
  nChanged 1799
		SP:Iteration 3F (32188.520000 sec): 3 clusters
  Score: Raw -3604656.783564 + Penalty 4936.424215 = -3599720.359349
  nChanged 1980
		SP:Iteration 4F (32188.850000 sec): 3 clusters
  Score: Raw -3606691.598113 + Penalty 4936.424215 = -3601755.173899
  nChanged 1700
		SP:Iteration 5F (32189.190000 sec): 3 clusters
  Score: Raw -3608068.051316 + Penalty 4936.424215 = -3603131.627101
  nChanged 1240
		SP:Iteration 6F (32189.520000 sec): 3 clusters
  Score: Raw -3608799.809496 + Penalty 4936.424215 = -3603863.385281
  nChanged 812
		SP:Iteration 7Q (32189.850000 sec): 3 clusters
  Score: Raw -3609181.431305 + Penalty 4936.424215 = -3604245.007090
  nChanged 573
		SP:Iteration 8Q (32190.170000 sec): 3 clusters
  Score: Raw -3609370.156279 + Penalty 4936.424215 = -3604433.732064
  nChanged 369
		SP:Iteration 9Q (32190.510000 sec): 3 clusters
  Score: Raw -3609474.550270 + Penalty 4936.424215 = -3604538.126055
  nChanged 295
		SP:Iteration 10Q (32190.840000 sec): 3 clusters
  Score: Raw -3609552.873988 + Penalty 4936.424215 = -3604616.449773
  nChanged 256
		SP:Iteration 11Q (32191.180000 sec): 3 clusters
  Score: Raw -3609616.752594 + Penalty 4936.424215 = -3604680.328379
  nChanged 242
		SP:Iteration 12Q (32191.510000 sec): 3 clusters
  Score: Raw -3609671.299100 + Penalty 4936.424215 = -3604734.874886
  nChanged 219
		SP:Iteration 13Q (32191.850000 sec): 3 clusters
  Score: Raw -3609717.741674 + Penalty 4936.424215 = -3604781.317459
  nChanged 213
		SP:Iteration 14Q (32192.180000 sec): 3 clusters
  Score: Raw -3609762.795046 + Penalty 4936.424215 = -3604826.370831
  nChanged 197
		SP:Iteration 15Q (32192.510000 sec): 3 clusters
  Score: Raw -3609801.101963 + Penalty 4936.424215 = -3604864.677748
  nChanged 168
		SP:Iteration 16Q (32192.900000 sec): 3 clusters
  Score: Raw -3609836.140523 + Penalty 4936.424215 = -3604899.716308
  nChanged 182
		SP:Iteration 17Q (32193.280000 sec): 3 clusters
  Score: Raw -3609870.665995 + Penalty 4936.424215 = -3604934.241780
  nChanged 182
		SP:Iteration 18Q (32193.700000 sec): 3 clusters
  Score: Raw -3609906.196041 + Penalty 4936.424215 = -3604969.771827
  nChanged 150
		SP:Iteration 19Q (32193.980000 sec): 3 clusters
  Score: Raw -3609932.476563 + Penalty 4936.424215 = -3604996.052349
  nChanged 135
		SP:Iteration 20F (32194.320000 sec): 3 clusters
  Score: Raw -3609958.308722 + Penalty 4936.424215 = -3605021.884507
  nChanged 129
		SP:Iteration 21Q (32194.690000 sec): 3 clusters
  Score: Raw -3609980.455735 + Penalty 4936.424215 = -3605044.031520
  nChanged 111
		SP:Iteration 22Q (32195.020000 sec): 3 clusters
  Score: Raw -3610000.413245 + Penalty 4936.424215 = -3605063.989031
  nChanged 96
		SP:Iteration 23Q (32195.350000 sec): 3 clusters
  Score: Raw -3610015.020630 + Penalty 4936.424215 = -3605078.596416
  nChanged 91
		SP:Iteration 24Q (32195.680000 sec): 3 clusters
  Score: Raw -3610028.453559 + Penalty 4936.424215 = -3605092.029344
  nChanged 91
		SP:Iteration 25Q (32196.020000 sec): 3 clusters
  Score: Raw -3610043.650500 + Penalty 4936.424215 = -3605107.226285
  nChanged 78
		SP:Iteration 26Q (32196.310000 sec): 3 clusters
  Score: Raw -3610057.691368 + Penalty 4936.424215 = -3605121.267153
  nChanged 70
		SP:Iteration 27Q (32196.590000 sec): 3 clusters
  Score: Raw -3610067.812437 + Penalty 4936.424215 = -3605131.388222
  nChanged 67
		SP:Iteration 28Q (32196.970000 sec): 3 clusters
  Score: Raw -3610076.408672 + Penalty 4936.424215 = -3605139.984457
  nChanged 57
		SP:Iteration 29Q (32197.310000 sec): 3 clusters
  Score: Raw -3610083.025656 + Penalty 4936.424215 = -3605146.601441
  nChanged 47
		SP:Iteration 30Q (32197.650000 sec): 3 clusters
  Score: Raw -3610088.044649 + Penalty 4936.424215 = -3605151.620434
  nChanged 35
		SP:Iteration 31Q (32197.990000 sec): 3 clusters
  Score: Raw -3610091.653676 + Penalty 4936.424215 = -3605155.229462
  nChanged 28
		SP:Iteration 32Q (32198.280000 sec): 3 clusters
  Score: Raw -3610094.250637 + Penalty 4936.424215 = -3605157.826422
  nChanged 35
		SP:Iteration 33Q (32198.580000 sec): 3 clusters
  Score: Raw -3610098.183021 + Penalty 4936.424215 = -3605161.758806
  nChanged 36
		SP:Iteration 34Q (32198.920000 sec): 3 clusters
  Score: Raw -3610102.599364 + Penalty 4936.424215 = -3605166.175150
  nChanged 41
		SP:Iteration 35Q (32199.260000 sec): 3 clusters
  Score: Raw -3610106.973647 + Penalty 4936.424215 = -3605170.549432
  nChanged 22
		SP:Iteration 36Q (32199.600000 sec): 3 clusters
  Score: Raw -3610109.174477 + Penalty 4936.424215 = -3605172.750262
  nChanged 13
		SP:Iteration 37Q (32199.990000 sec): 3 clusters
  Score: Raw -3610110.514586 + Penalty 4936.424215 = -3605174.090371
  nChanged 18
		SP:Iteration 38Q (32200.240000 sec): 3 clusters
  Score: Raw -3610112.180709 + Penalty 4936.424215 = -3605175.756495
  nChanged 8
		SP:Iteration 39Q (32200.590000 sec): 3 clusters
  Score: Raw -3610112.868161 + Penalty 4936.424215 = -3605176.443946
  nChanged 11
		SP:Iteration 40F (32200.930000 sec): 3 clusters
  Score: Raw -3610113.653910 + Penalty 4936.424215 = -3605177.229695
  nChanged 9
		SP:Iteration 41Q (32201.270000 sec): 3 clusters
  Score: Raw -3610114.331327 + Penalty 4936.424215 = -3605177.907113
  nChanged 7
		SP:Iteration 42Q (32201.650000 sec): 3 clusters
  Score: Raw -3610114.939284 + Penalty 4936.424215 = -3605178.515069
  nChanged 7
		SP:Iteration 43Q (32201.980000 sec): 3 clusters
  Score: Raw -3610115.483564 + Penalty 4936.424215 = -3605179.059350
  nChanged 9
		SP:Iteration 44Q (32202.310000 sec): 3 clusters
  Score: Raw -3610116.071833 + Penalty 4936.424215 = -3605179.647618
  nChanged 6
		SP:Iteration 45Q (32202.620000 sec): 3 clusters
  Score: Raw -3610116.456467 + Penalty 4936.424215 = -3605180.032252
  nChanged 8
		SP:Iteration 46Q (32202.910000 sec): 3 clusters
  Score: Raw -3610117.187971 + Penalty 4936.424215 = -3605180.763756
  nChanged 10
		SP:Iteration 47Q (32203.170000 sec): 3 clusters
  Score: Raw -3610118.321376 + Penalty 4936.424215 = -3605181.897161
  nChanged 13
		SP:Iteration 48Q (32203.520000 sec): 3 clusters
  Score: Raw -3610119.881485 + Penalty 4936.424215 = -3605183.457270
  nChanged 15
		SP:Iteration 49Q (32203.860000 sec): 3 clusters
  Score: Raw -3610121.562303 + Penalty 4936.424215 = -3605185.138089
  nChanged 13
		SP:Iteration 50Q (32204.240000 sec): 3 clusters
  Score: Raw -3610122.602867 + Penalty 4936.424215 = -3605186.178653
  nChanged 8
		SP:Iteration 51Q (32204.580000 sec): 3 clusters
  Score: Raw -3610123.118126 + Penalty 4936.424215 = -3605186.693911
  nChanged 6
		SP:Iteration 52Q (32204.920000 sec): 3 clusters
  Score: Raw -3610123.612923 + Penalty 4936.424215 = -3605187.188709
  nChanged 8
		SP:Iteration 53Q (32205.260000 sec): 3 clusters
  Score: Raw -3610124.414960 + Penalty 4936.424215 = -3605187.990745
  nChanged 13
		SP:Iteration 54Q (32205.600000 sec): 3 clusters
  Score: Raw -3610125.888217 + Penalty 4936.424215 = -3605189.464002
  nChanged 12
		SP:Iteration 55Q (32205.990000 sec): 3 clusters
  Score: Raw -3610127.028132 + Penalty 4936.424215 = -3605190.603917
  nChanged 14
		SP:Iteration 56Q (32206.330000 sec): 3 clusters
  Score: Raw -3610128.272186 + Penalty 4936.424215 = -3605191.847971
  nChanged 11
		SP:Iteration 57Q (32206.630000 sec): 3 clusters
  Score: Raw -3610129.038799 + Penalty 4936.424215 = -3605192.614584
  nChanged 6
		SP:Iteration 58Q (32206.960000 sec): 3 clusters
  Score: Raw -3610129.553848 + Penalty 4936.424215 = -3605193.129633
  nChanged 6
		SP:Iteration 59Q (32207.300000 sec): 3 clusters
  Score: Raw -3610129.970233 + Penalty 4936.424215 = -3605193.546018
  nChanged 6
		SP:Iteration 60F (32207.650000 sec): 3 clusters
  Score: Raw -3610130.522778 + Penalty 4936.424215 = -3605194.098563
  nChanged 8
		SP:Iteration 61Q (32207.990000 sec): 3 clusters
  Score: Raw -3610131.158009 + Penalty 4936.424215 = -3605194.733795
  nChanged 4
		SP:Iteration 62Q (32208.330000 sec): 3 clusters
  Score: Raw -3610131.417759 + Penalty 4936.424215 = -3605194.993544
  nChanged 1
		SP:Iteration 63Q (32208.670000 sec): 3 clusters
  Score: Raw -3610131.534985 + Penalty 4936.424215 = -3605195.110770
  nChanged 0
		SP:Iteration 64F (32209.010000 sec): 3 clusters
  Score: Raw -3610131.534985 + Penalty 4936.424215 = -3605195.110770
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32209.630000 sec): 2 clusters
  Score: Raw -17096429.312035 + Penalty 2845.032572 = -17093584.279462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32210.650000 sec): 3 clusters
  Score: Raw -17035161.334989 + Penalty 5690.065145 = -17029471.269844
  nChanged 45223
		SP:Iteration 1F (32211.670000 sec): 3 clusters
  Score: Raw -17061255.343130 + Penalty 5690.065145 = -17055565.277985
  nChanged 3266
		SP:Iteration 2Q (32212.650000 sec): 3 clusters
  Score: Raw -17062148.573827 + Penalty 5690.065145 = -17056458.508683
  nChanged 3525
		SP:Iteration 3Q (32213.650000 sec): 3 clusters
  Score: Raw -17063365.907467 + Penalty 5690.065145 = -17057675.842322
  nChanged 4268
		SP:Iteration 4Q (32214.650000 sec): 3 clusters
  Score: Raw -17065304.031141 + Penalty 5690.065145 = -17059613.965996
  nChanged 5478
		SP:Iteration 5F (32215.600000 sec): 3 clusters
  Score: Raw -17068570.945196 + Penalty 5690.065145 = -17062880.880051
  nChanged 7095
		SP:Iteration 6F (32216.540000 sec): 3 clusters
  Score: Raw -17073863.157744 + Penalty 5690.065145 = -17068173.092599
  nChanged 8083
		SP:Iteration 7F (32217.490000 sec): 3 clusters
  Score: Raw -17081049.343258 + Penalty 5690.065145 = -17075359.278113
  nChanged 7635
		SP:Iteration 8F (32218.440000 sec): 3 clusters
  Score: Raw -17088528.777135 + Penalty 5690.065145 = -17082838.711990
  nChanged 5076
		SP:Iteration 9F (32219.390000 sec): 3 clusters
  Score: Raw -17093534.328426 + Penalty 5690.065145 = -17087844.263281
  nChanged 2148
		SP:Iteration 10Q (32220.330000 sec): 3 clusters
  Score: Raw -17095559.644765 + Penalty 5690.065145 = -17089869.579620
  nChanged 723
		SP:Iteration 11Q (32221.240000 sec): 3 clusters
  Score: Raw -17096261.764383 + Penalty 5690.065145 = -17090571.699238
  nChanged 227
		SP:Iteration 12Q (32222.130000 sec): 3 clusters
  Score: Raw -17096510.838222 + Penalty 5690.065145 = -17090820.773077
  nChanged 100
		SP:Iteration 13Q (32222.980000 sec): 3 clusters
  Score: Raw -17096638.638509 + Penalty 5690.065145 = -17090948.573364
  nChanged 39
		SP:Iteration 14Q (32223.900000 sec): 3 clusters
  Score: Raw -17096691.025268 + Penalty 5690.065145 = -17091000.960123
  nChanged 18
		SP:Iteration 15Q (32224.810000 sec): 3 clusters
  Score: Raw -17096716.171621 + Penalty 5690.065145 = -17091026.106476
  nChanged 13
		SP:Iteration 16Q (32225.680000 sec): 3 clusters
  Score: Raw -17096733.663539 + Penalty 5690.065145 = -17091043.598394
  nChanged 8
		SP:Iteration 17Q (32226.580000 sec): 3 clusters
  Score: Raw -17096745.794815 + Penalty 5690.065145 = -17091055.729670
  nChanged 8
		SP:Iteration 18Q (32227.450000 sec): 3 clusters
  Score: Raw -17096758.661319 + Penalty 5690.065145 = -17091068.596174
  nChanged 8
		SP:Iteration 19Q (32228.360000 sec): 3 clusters
  Score: Raw -17096771.848097 + Penalty 5690.065145 = -17091081.782952
  nChanged 7
		SP:Iteration 20F (32229.320000 sec): 3 clusters
  Score: Raw -17096783.183810 + Penalty 5690.065145 = -17091093.118665
  nChanged 6
		SP:Iteration 21Q (32230.210000 sec): 3 clusters
  Score: Raw -17096793.754501 + Penalty 5690.065145 = -17091103.689357
  nChanged 1
		SP:Iteration 22Q (32231.030000 sec): 3 clusters
  Score: Raw -17096795.324951 + Penalty 5690.065145 = -17091105.259806
  nChanged 0
		SP:Iteration 23F (32232.030000 sec): 3 clusters
  Score: Raw -17096795.324951 + Penalty 5690.065145 = -17091105.259806
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32232.110000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32232.290000 sec): 3 clusters
  Score: Raw -82540.125049 + Penalty 3110.410262 = -79429.714787
  nChanged 84
		SP:Iteration 1F (32232.460000 sec): 3 clusters
  Score: Raw -82672.955127 + Penalty 3110.410262 = -79562.544865
  nChanged 21
		SP:Iteration 2Q (32232.640000 sec): 3 clusters
  Score: Raw -82718.297354 + Penalty 3110.410262 = -79607.887092
  nChanged 13
		SP:Iteration 3Q (32232.810000 sec): 3 clusters
  Score: Raw -82768.659277 + Penalty 3110.410262 = -79658.249014
  nChanged 14
		SP:Iteration 4Q (32232.990000 sec): 3 clusters
  Score: Raw -82796.904429 + Penalty 3110.410262 = -79686.494166
  nChanged 7
		SP:Iteration 5Q (32233.170000 sec): 3 clusters
  Score: Raw -82818.119913 + Penalty 3110.410262 = -79707.709650
  nChanged 9
		SP:Iteration 6Q (32233.340000 sec): 3 clusters
  Score: Raw -82873.350412 + Penalty 3110.410262 = -79762.940149
  nChanged 10
		SP:Iteration 7Q (32233.520000 sec): 3 clusters
  Score: Raw -82900.613586 + Penalty 3110.410262 = -79790.203324
  nChanged 8
		SP:Iteration 8Q (32233.690000 sec): 3 clusters
  Score: Raw -82922.022785 + Penalty 3110.410262 = -79811.612523
  nChanged 7
		SP:Iteration 9Q (32233.870000 sec): 3 clusters
  Score: Raw -82942.002131 + Penalty 3110.410262 = -79831.591869
  nChanged 6
		SP:Iteration 10Q (32234.050000 sec): 3 clusters
  Score: Raw -82951.686087 + Penalty 3110.410262 = -79841.275825
  nChanged 1
		SP:Iteration 11Q (32234.220000 sec): 3 clusters
  Score: Raw -82955.741314 + Penalty 3110.410262 = -79845.331052
  nChanged 3
		SP:Iteration 12Q (32234.400000 sec): 3 clusters
  Score: Raw -82963.700525 + Penalty 3110.410262 = -79853.290263
  nChanged 0
		SP:Iteration 13F (32234.570000 sec): 3 clusters
  Score: Raw -82963.700525 + Penalty 3110.410262 = -79853.290263
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32234.660000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32234.840000 sec): 3 clusters
  Score: Raw -34365.231964 + Penalty 2645.028521 = -31720.203443
  nChanged 27
		SP:Iteration 1F (32235.010000 sec): 3 clusters
  Score: Raw -34454.161522 + Penalty 2645.028521 = -31809.133000
  nChanged 5
		SP:Iteration 2Q (32235.190000 sec): 3 clusters
  Score: Raw -34467.800430 + Penalty 2645.028521 = -31822.771908
  nChanged 6
		SP:Iteration 3Q (32235.360000 sec): 3 clusters
  Score: Raw -34482.831548 + Penalty 2645.028521 = -31837.803027
  nChanged 2
		SP:Iteration 4Q (32235.540000 sec): 3 clusters
  Score: Raw -34489.445381 + Penalty 2645.028521 = -31844.416860
  nChanged 1
		SP:Iteration 5Q (32235.710000 sec): 3 clusters
  Score: Raw -34494.305360 + Penalty 2645.028521 = -31849.276839
  nChanged 0
		SP:Iteration 6F (32235.890000 sec): 3 clusters
  Score: Raw -34494.305360 + Penalty 2645.028521 = -31849.276839
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32235.980000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32236.150000 sec): 3 clusters
  Score: Raw -18335.232703 + Penalty 2331.438261 = -16003.794442
  nChanged 2
		SP:Iteration 1Q (32236.330000 sec): 3 clusters
  Score: Raw -18344.517407 + Penalty 2331.438261 = -16013.079146
  nChanged 0
		SP:Iteration 2F (32236.510000 sec): 3 clusters
  Score: Raw -18344.517407 + Penalty 2331.438261 = -16013.079146
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32236.590000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32236.770000 sec): 3 clusters
  Score: Raw -79089.611586 + Penalty 3061.163496 = -76028.448089
  nChanged 71
		SP:Iteration 1F (32236.950000 sec): 3 clusters
  Score: Raw -79234.462404 + Penalty 3061.163496 = -76173.298907
  nChanged 16
		SP:Iteration 2Q (32237.120000 sec): 3 clusters
  Score: Raw -79270.708102 + Penalty 3061.163496 = -76209.544606
  nChanged 7
		SP:Iteration 3Q (32237.300000 sec): 3 clusters
  Score: Raw -79284.361614 + Penalty 3061.163496 = -76223.198117
  nChanged 3
		SP:Iteration 4Q (32237.470000 sec): 3 clusters
  Score: Raw -79289.539981 + Penalty 3061.163496 = -76228.376485
  nChanged 1
		SP:Iteration 5Q (32237.690000 sec): 3 clusters
  Score: Raw -79293.191198 + Penalty 3061.163496 = -76232.027702
  nChanged 1
		SP:Iteration 6Q (32237.870000 sec): 3 clusters
  Score: Raw -79297.089321 + Penalty 3061.163496 = -76235.925825
  nChanged 1
		SP:Iteration 7Q (32238.050000 sec): 3 clusters
  Score: Raw -79298.796108 + Penalty 3061.163496 = -76237.632612
  nChanged 1
		SP:Iteration 8Q (32238.220000 sec): 3 clusters
  Score: Raw -79300.134982 + Penalty 3061.163496 = -76238.971485
  nChanged 0
		SP:Iteration 9F (32238.390000 sec): 3 clusters
  Score: Raw -79300.134982 + Penalty 3061.163496 = -76238.971485
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32238.460000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32238.630000 sec): 3 clusters
  Score: Raw -132176.030888 + Penalty 3295.965121 = -128880.065767
  nChanged 171
		SP:Iteration 1F (32238.810000 sec): 3 clusters
  Score: Raw -132390.923537 + Penalty 3295.965121 = -129094.958416
  nChanged 39
		SP:Iteration 2F (32238.980000 sec): 3 clusters
  Score: Raw -132447.026001 + Penalty 3295.965121 = -129151.060880
  nChanged 12
		SP:Iteration 3Q (32239.150000 sec): 3 clusters
  Score: Raw -132462.308917 + Penalty 3295.965121 = -129166.343796
  nChanged 8
		SP:Iteration 4Q (32239.210000 sec): 3 clusters
  Score: Raw -132471.415960 + Penalty 3295.965121 = -129175.450839
  nChanged 4
		SP:Iteration 5Q (32239.230000 sec): 3 clusters
  Score: Raw -132476.112987 + Penalty 3295.965121 = -129180.147866
  nChanged 4
		SP:Iteration 6Q (32239.260000 sec): 3 clusters
  Score: Raw -132480.738989 + Penalty 3295.965121 = -129184.773868
  nChanged 1
		SP:Iteration 7Q (32239.280000 sec): 3 clusters
  Score: Raw -132481.709205 + Penalty 3295.965121 = -129185.744084
  nChanged 1
		SP:Iteration 8Q (32239.300000 sec): 3 clusters
  Score: Raw -132482.611196 + Penalty 3295.965121 = -129186.646075
  nChanged 0
		SP:Iteration 9F (32239.330000 sec): 3 clusters
  Score: Raw -132482.611196 + Penalty 3295.965121 = -129186.646075
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32239.350000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32239.360000 sec): 3 clusters
  Score: Raw -21796.717138 + Penalty 2661.524103 = -19135.193035
  nChanged 32
		SP:Iteration 1F (32239.370000 sec): 3 clusters
  Score: Raw -21902.225696 + Penalty 2661.524103 = -19240.701592
  nChanged 7
		SP:Iteration 2Q (32239.370000 sec): 3 clusters
  Score: Raw -21937.472766 + Penalty 2661.524103 = -19275.948663
  nChanged 7
		SP:Iteration 3Q (32239.380000 sec): 3 clusters
  Score: Raw -21961.651198 + Penalty 2661.524103 = -19300.127095
  nChanged 1
		SP:Iteration 4Q (32239.390000 sec): 3 clusters
  Score: Raw -21967.794185 + Penalty 2661.524103 = -19306.270082
  nChanged 1
		SP:Iteration 5Q (32239.400000 sec): 3 clusters
  Score: Raw -21968.356360 + Penalty 2661.524103 = -19306.832257
  nChanged 0
		SP:Iteration 6F (32239.410000 sec): 3 clusters
  Score: Raw -21968.356360 + Penalty 2661.524103 = -19306.832257
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32239.440000 sec): 2 clusters
  Score: Raw -134555.925709 + Penalty 1644.736441 = -132911.189268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32239.470000 sec): 3 clusters
  Score: Raw -134468.804444 + Penalty 3289.472882 = -131179.331562
  nChanged 158
		SP:Iteration 1F (32239.490000 sec): 3 clusters
  Score: Raw -134655.340307 + Penalty 3289.472882 = -131365.867425
  nChanged 37
		SP:Iteration 2Q (32239.510000 sec): 3 clusters
  Score: Raw -134703.661130 + Penalty 3289.472882 = -131414.188248
  nChanged 18
		SP:Iteration 3Q (32239.540000 sec): 3 clusters
  Score: Raw -134728.880084 + Penalty 3289.472882 = -131439.407202
  nChanged 6
		SP:Iteration 4Q (32239.560000 sec): 3 clusters
  Score: Raw -134735.181271 + Penalty 3289.472882 = -131445.708389
  nChanged 6
		SP:Iteration 5Q (32239.590000 sec): 3 clusters
  Score: Raw -134742.992022 + Penalty 3289.472882 = -131453.519141
  nChanged 7
		SP:Iteration 6Q (32239.610000 sec): 3 clusters
  Score: Raw -134755.060537 + Penalty 3289.472882 = -131465.587656
  nChanged 10
		SP:Iteration 7Q (32239.630000 sec): 3 clusters
  Score: Raw -134773.303326 + Penalty 3289.472882 = -131483.830444
  nChanged 9
		SP:Iteration 8Q (32239.650000 sec): 3 clusters
  Score: Raw -134782.588050 + Penalty 3289.472882 = -131493.115168
  nChanged 1
		SP:Iteration 9Q (32239.680000 sec): 3 clusters
  Score: Raw -134783.407136 + Penalty 3289.472882 = -131493.934254
  nChanged 0
		SP:Iteration 10F (32239.700000 sec): 3 clusters
  Score: Raw -134783.407136 + Penalty 3289.472882 = -131493.934254
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32239.760000 sec): 2 clusters
  Score: Raw -270668.369458 + Penalty 1823.246368 = -268845.123090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32239.800000 sec): 3 clusters
  Score: Raw -270253.358784 + Penalty 3646.492735 = -266606.866049
  nChanged 469
		SP:Iteration 1F (32239.840000 sec): 3 clusters
  Score: Raw -270701.581476 + Penalty 3646.492735 = -267055.088741
  nChanged 123
		SP:Iteration 2F (32239.880000 sec): 3 clusters
  Score: Raw -270846.144503 + Penalty 3646.492735 = -267199.651767
  nChanged 87
		SP:Iteration 3F (32239.920000 sec): 3 clusters
  Score: Raw -270945.387975 + Penalty 3646.492735 = -267298.895240
  nChanged 66
		SP:Iteration 4Q (32239.960000 sec): 3 clusters
  Score: Raw -271044.290688 + Penalty 3646.492735 = -267397.797953
  nChanged 59
		SP:Iteration 5Q (32240.000000 sec): 3 clusters
  Score: Raw -271126.406208 + Penalty 3646.492735 = -267479.913473
  nChanged 53
		SP:Iteration 6Q (32240.040000 sec): 3 clusters
  Score: Raw -271214.180134 + Penalty 3646.492735 = -267567.687399
  nChanged 65
		SP:Iteration 7Q (32240.080000 sec): 3 clusters
  Score: Raw -271312.281463 + Penalty 3646.492735 = -267665.788728
  nChanged 45
		SP:Iteration 8Q (32240.120000 sec): 3 clusters
  Score: Raw -271371.792997 + Penalty 3646.492735 = -267725.300262
  nChanged 32
		SP:Iteration 9Q (32240.160000 sec): 3 clusters
  Score: Raw -271409.676465 + Penalty 3646.492735 = -267763.183730
  nChanged 22
		SP:Iteration 10Q (32240.200000 sec): 3 clusters
  Score: Raw -271432.259216 + Penalty 3646.492735 = -267785.766481
  nChanged 21
		SP:Iteration 11Q (32240.240000 sec): 3 clusters
  Score: Raw -271453.655961 + Penalty 3646.492735 = -267807.163226
  nChanged 11
		SP:Iteration 12Q (32240.280000 sec): 3 clusters
  Score: Raw -271462.762427 + Penalty 3646.492735 = -267816.269692
  nChanged 13
		SP:Iteration 13Q (32240.320000 sec): 3 clusters
  Score: Raw -271475.162893 + Penalty 3646.492735 = -267828.670158
  nChanged 11
		SP:Iteration 14Q (32240.360000 sec): 3 clusters
  Score: Raw -271482.589152 + Penalty 3646.492735 = -267836.096417
  nChanged 3
		SP:Iteration 15Q (32240.400000 sec): 3 clusters
  Score: Raw -271485.210575 + Penalty 3646.492735 = -267838.717840
  nChanged 3
		SP:Iteration 16Q (32240.440000 sec): 3 clusters
  Score: Raw -271488.017017 + Penalty 3646.492735 = -267841.524282
  nChanged 2
		SP:Iteration 17Q (32240.480000 sec): 3 clusters
  Score: Raw -271488.572985 + Penalty 3646.492735 = -267842.080250
  nChanged 1
		SP:Iteration 18Q (32240.520000 sec): 3 clusters
  Score: Raw -271489.802288 + Penalty 3646.492735 = -267843.309553
  nChanged 2
		SP:Iteration 19Q (32240.560000 sec): 3 clusters
  Score: Raw -271491.475906 + Penalty 3646.492735 = -267844.983171
  nChanged 1
		SP:Iteration 20F (32240.600000 sec): 3 clusters
  Score: Raw -271492.282989 + Penalty 3646.492735 = -267845.790254
  nChanged 2
		SP:Iteration 21Q (32240.640000 sec): 3 clusters
  Score: Raw -271497.056482 + Penalty 3646.492735 = -267850.563747
  nChanged 1
		SP:Iteration 22Q (32240.680000 sec): 3 clusters
  Score: Raw -271499.059594 + Penalty 3646.492735 = -267852.566858
  nChanged 1
		SP:Iteration 23Q (32240.720000 sec): 3 clusters
  Score: Raw -271500.254647 + Penalty 3646.492735 = -267853.761912
  nChanged 0
		SP:Iteration 24F (32240.760000 sec): 3 clusters
  Score: Raw -271500.254647 + Penalty 3646.492735 = -267853.761912
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32240.800000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32240.820000 sec): 3 clusters
  Score: Raw -60028.316582 + Penalty 2975.472535 = -57052.844047
  nChanged 64
		SP:Iteration 1F (32240.830000 sec): 3 clusters
  Score: Raw -60238.761506 + Penalty 2975.472535 = -57263.288972
  nChanged 28
		SP:Iteration 2F (32240.850000 sec): 3 clusters
  Score: Raw -60336.928847 + Penalty 2975.472535 = -57361.456312
  nChanged 20
		SP:Iteration 3Q (32240.860000 sec): 3 clusters
  Score: Raw -60412.306326 + Penalty 2975.472535 = -57436.833791
  nChanged 9
		SP:Iteration 4Q (32240.880000 sec): 3 clusters
  Score: Raw -60449.253939 + Penalty 2975.472535 = -57473.781404
  nChanged 7
		SP:Iteration 5Q (32240.900000 sec): 3 clusters
  Score: Raw -60474.118015 + Penalty 2975.472535 = -57498.645480
  nChanged 5
		SP:Iteration 6Q (32240.910000 sec): 3 clusters
  Score: Raw -60493.330856 + Penalty 2975.472535 = -57517.858321
  nChanged 6
		SP:Iteration 7Q (32240.920000 sec): 3 clusters
  Score: Raw -60535.666374 + Penalty 2975.472535 = -57560.193839
  nChanged 4
		SP:Iteration 8Q (32240.940000 sec): 3 clusters
  Score: Raw -60550.147242 + Penalty 2975.472535 = -57574.674707
  nChanged 0
		SP:Iteration 9F (32240.960000 sec): 3 clusters
  Score: Raw -60550.147242 + Penalty 2975.472535 = -57574.674707
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32241.000000 sec): 2 clusters
  Score: Raw -185803.202962 + Penalty 1742.333502 = -184060.869460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32241.030000 sec): 3 clusters
  Score: Raw -185525.725031 + Penalty 3484.667004 = -182041.058027
  nChanged 296
		SP:Iteration 1F (32241.060000 sec): 3 clusters
  Score: Raw -185808.986871 + Penalty 3484.667004 = -182324.319867
  nChanged 69
		SP:Iteration 2F (32241.100000 sec): 3 clusters
  Score: Raw -185887.966059 + Penalty 3484.667004 = -182403.299055
  nChanged 34
		SP:Iteration 3Q (32241.130000 sec): 3 clusters
  Score: Raw -185927.057822 + Penalty 3484.667004 = -182442.390818
  nChanged 19
		SP:Iteration 4Q (32241.160000 sec): 3 clusters
  Score: Raw -185944.484113 + Penalty 3484.667004 = -182459.817109
  nChanged 11
		SP:Iteration 5Q (32241.200000 sec): 3 clusters
  Score: Raw -185953.065817 + Penalty 3484.667004 = -182468.398813
  nChanged 6
		SP:Iteration 6Q (32241.230000 sec): 3 clusters
  Score: Raw -185958.698009 + Penalty 3484.667004 = -182474.031005
  nChanged 4
		SP:Iteration 7Q (32241.260000 sec): 3 clusters
  Score: Raw -185963.945544 + Penalty 3484.667004 = -182479.278540
  nChanged 3
		SP:Iteration 8Q (32241.290000 sec): 3 clusters
  Score: Raw -185967.755042 + Penalty 3484.667004 = -182483.088038
  nChanged 3
		SP:Iteration 9Q (32241.320000 sec): 3 clusters
  Score: Raw -185971.200408 + Penalty 3484.667004 = -182486.533404
  nChanged 2
		SP:Iteration 10Q (32241.350000 sec): 3 clusters
  Score: Raw -185973.423276 + Penalty 3484.667004 = -182488.756272
  nChanged 1
		SP:Iteration 11Q (32241.380000 sec): 3 clusters
  Score: Raw -185973.973853 + Penalty 3484.667004 = -182489.306849
  nChanged 2
		SP:Iteration 12Q (32241.420000 sec): 3 clusters
  Score: Raw -185975.332551 + Penalty 3484.667004 = -182490.665547
  nChanged 1
		SP:Iteration 13Q (32241.440000 sec): 3 clusters
  Score: Raw -185976.934793 + Penalty 3484.667004 = -182492.267789
  nChanged 3
		SP:Iteration 14Q (32241.480000 sec): 3 clusters
  Score: Raw -185978.899162 + Penalty 3484.667004 = -182494.232157
  nChanged 2
		SP:Iteration 15Q (32241.510000 sec): 3 clusters
  Score: Raw -185979.829148 + Penalty 3484.667004 = -182495.162144
  nChanged 1
		SP:Iteration 16Q (32241.540000 sec): 3 clusters
  Score: Raw -185981.689747 + Penalty 3484.667004 = -182497.022743
  nChanged 2
		SP:Iteration 17Q (32241.570000 sec): 3 clusters
  Score: Raw -185984.072659 + Penalty 3484.667004 = -182499.405655
  nChanged 0
		SP:Iteration 18F (32241.600000 sec): 3 clusters
  Score: Raw -185984.072659 + Penalty 3484.667004 = -182499.405655
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32242.300000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32243.270000 sec): 3 clusters
  Score: Raw -19043858.471032 + Penalty 5708.955617 = -19038149.515414
  nChanged 47318
		SP:Iteration 1F (32244.300000 sec): 3 clusters
  Score: Raw -19070775.276861 + Penalty 5708.955617 = -19065066.321244
  nChanged 3155
		SP:Iteration 2Q (32245.400000 sec): 3 clusters
  Score: Raw -19071525.954133 + Penalty 5708.955617 = -19065816.998516
  nChanged 3249
		SP:Iteration 3Q (32246.510000 sec): 3 clusters
  Score: Raw -19072361.900752 + Penalty 5708.955617 = -19066652.945135
  nChanged 3318
		SP:Iteration 4Q (32247.620000 sec): 3 clusters
  Score: Raw -19073306.676402 + Penalty 5708.955617 = -19067597.720785
  nChanged 3469
		SP:Iteration 5Q (32248.740000 sec): 3 clusters
  Score: Raw -19074415.315582 + Penalty 5708.955617 = -19068706.359965
  nChanged 3741
		SP:Iteration 6Q (32249.890000 sec): 3 clusters
  Score: Raw -19075764.906566 + Penalty 5708.955617 = -19070055.950948
  nChanged 4008
		SP:Iteration 7Q (32250.990000 sec): 3 clusters
  Score: Raw -19077324.487120 + Penalty 5708.955617 = -19071615.531502
  nChanged 4250
		SP:Iteration 8Q (32252.020000 sec): 3 clusters
  Score: Raw -19079157.572225 + Penalty 5708.955617 = -19073448.616608
  nChanged 4453
		SP:Iteration 9Q (32253.090000 sec): 3 clusters
  Score: Raw -19081308.203845 + Penalty 5708.955617 = -19075599.248228
  nChanged 4659
		SP:Iteration 10Q (32254.200000 sec): 3 clusters
  Score: Raw -19083772.958058 + Penalty 5708.955617 = -19078064.002440
  nChanged 4795
		SP:Iteration 11Q (32255.320000 sec): 3 clusters
  Score: Raw -19086387.009175 + Penalty 5708.955617 = -19080678.053557
  nChanged 4702
		SP:Iteration 12Q (32256.440000 sec): 3 clusters
  Score: Raw -19088963.671221 + Penalty 5708.955617 = -19083254.715603
  nChanged 4366
		SP:Iteration 13Q (32257.510000 sec): 3 clusters
  Score: Raw -19091387.015832 + Penalty 5708.955617 = -19085678.060214
  nChanged 4002
		SP:Iteration 14Q (32258.610000 sec): 3 clusters
  Score: Raw -19093611.889916 + Penalty 5708.955617 = -19087902.934298
  nChanged 3739
		SP:Iteration 15Q (32259.660000 sec): 3 clusters
  Score: Raw -19095670.361571 + Penalty 5708.955617 = -19089961.405954
  nChanged 3457
		SP:Iteration 16Q (32260.700000 sec): 3 clusters
  Score: Raw -19097584.612558 + Penalty 5708.955617 = -19091875.656940
  nChanged 3348
		SP:Iteration 17Q (32261.710000 sec): 3 clusters
  Score: Raw -19099450.969834 + Penalty 5708.955617 = -19093742.014216
  nChanged 3141
		SP:Iteration 18Q (32262.720000 sec): 3 clusters
  Score: Raw -19101237.467182 + Penalty 5708.955617 = -19095528.511565
  nChanged 2904
		SP:Iteration 19Q (32263.730000 sec): 3 clusters
  Score: Raw -19102930.591877 + Penalty 5708.955617 = -19097221.636259
  nChanged 2496
		SP:Iteration 20F (32264.740000 sec): 3 clusters
  Score: Raw -19104394.068939 + Penalty 5708.955617 = -19098685.113322
  nChanged 2017
		SP:Iteration 21Q (32265.750000 sec): 3 clusters
  Score: Raw -19105588.675410 + Penalty 5708.955617 = -19099879.719792
  nChanged 1554
		SP:Iteration 22Q (32266.760000 sec): 3 clusters
  Score: Raw -19106498.258948 + Penalty 5708.955617 = -19100789.303331
  nChanged 1144
		SP:Iteration 23Q (32267.700000 sec): 3 clusters
  Score: Raw -19107170.240803 + Penalty 5708.955617 = -19101461.285186
  nChanged 845
		SP:Iteration 24Q (32268.600000 sec): 3 clusters
  Score: Raw -19107642.885714 + Penalty 5708.955617 = -19101933.930097
  nChanged 609
		SP:Iteration 25Q (32269.490000 sec): 3 clusters
  Score: Raw -19107957.545010 + Penalty 5708.955617 = -19102248.589393
  nChanged 442
		SP:Iteration 26Q (32270.400000 sec): 3 clusters
  Score: Raw -19108157.798367 + Penalty 5708.955617 = -19102448.842750
  nChanged 320
		SP:Iteration 27Q (32271.310000 sec): 3 clusters
  Score: Raw -19108279.908717 + Penalty 5708.955617 = -19102570.953100
  nChanged 213
		SP:Iteration 28Q (32272.190000 sec): 3 clusters
  Score: Raw -19108349.241282 + Penalty 5708.955617 = -19102640.285665
  nChanged 161
		SP:Iteration 29Q (32273.140000 sec): 3 clusters
  Score: Raw -19108404.493084 + Penalty 5708.955617 = -19102695.537467
  nChanged 150
		SP:Iteration 30Q (32274.030000 sec): 3 clusters
  Score: Raw -19108453.343203 + Penalty 5708.955617 = -19102744.387586
  nChanged 113
		SP:Iteration 31Q (32274.960000 sec): 3 clusters
  Score: Raw -19108488.386958 + Penalty 5708.955617 = -19102779.431341
  nChanged 82
		SP:Iteration 32Q (32275.780000 sec): 3 clusters
  Score: Raw -19108511.836250 + Penalty 5708.955617 = -19102802.880633
  nChanged 66
		SP:Iteration 33Q (32276.720000 sec): 3 clusters
  Score: Raw -19108532.036657 + Penalty 5708.955617 = -19102823.081039
  nChanged 66
		SP:Iteration 34Q (32277.620000 sec): 3 clusters
  Score: Raw -19108550.955965 + Penalty 5708.955617 = -19102842.000348
  nChanged 55
		SP:Iteration 35Q (32278.620000 sec): 3 clusters
  Score: Raw -19108567.713873 + Penalty 5708.955617 = -19102858.758256
  nChanged 57
		SP:Iteration 36Q (32279.490000 sec): 3 clusters
  Score: Raw -19108584.548660 + Penalty 5708.955617 = -19102875.593043
  nChanged 54
		SP:Iteration 37Q (32280.390000 sec): 3 clusters
  Score: Raw -19108600.709469 + Penalty 5708.955617 = -19102891.753851
  nChanged 53
		SP:Iteration 38Q (32281.300000 sec): 3 clusters
  Score: Raw -19108614.714825 + Penalty 5708.955617 = -19102905.759208
  nChanged 39
		SP:Iteration 39Q (32282.180000 sec): 3 clusters
  Score: Raw -19108627.060462 + Penalty 5708.955617 = -19102918.104844
  nChanged 43
		SP:Iteration 40F (32283.180000 sec): 3 clusters
  Score: Raw -19108640.704460 + Penalty 5708.955617 = -19102931.748843
  nChanged 41
		SP:Iteration 41Q (32284.040000 sec): 3 clusters
  Score: Raw -19108651.490859 + Penalty 5708.955617 = -19102942.535242
  nChanged 32
		SP:Iteration 42Q (32284.920000 sec): 3 clusters
  Score: Raw -19108659.438649 + Penalty 5708.955617 = -19102950.483031
  nChanged 26
		SP:Iteration 43Q (32285.840000 sec): 3 clusters
  Score: Raw -19108664.781908 + Penalty 5708.955617 = -19102955.826290
  nChanged 20
		SP:Iteration 44Q (32286.800000 sec): 3 clusters
  Score: Raw -19108668.851334 + Penalty 5708.955617 = -19102959.895716
  nChanged 21
		SP:Iteration 45Q (32287.650000 sec): 3 clusters
  Score: Raw -19108673.841872 + Penalty 5708.955617 = -19102964.886254
  nChanged 16
		SP:Iteration 46Q (32288.520000 sec): 3 clusters
  Score: Raw -19108678.397879 + Penalty 5708.955617 = -19102969.442262
  nChanged 15
		SP:Iteration 47Q (32289.330000 sec): 3 clusters
  Score: Raw -19108682.220537 + Penalty 5708.955617 = -19102973.264919
  nChanged 9
		SP:Iteration 48Q (32290.210000 sec): 3 clusters
  Score: Raw -19108684.397117 + Penalty 5708.955617 = -19102975.441500
  nChanged 11
		SP:Iteration 49Q (32291.120000 sec): 3 clusters
  Score: Raw -19108687.016195 + Penalty 5708.955617 = -19102978.060577
  nChanged 13
		SP:Iteration 50Q (32292.030000 sec): 3 clusters
  Score: Raw -19108690.534519 + Penalty 5708.955617 = -19102981.578902
  nChanged 18
		SP:Iteration 51Q (32292.890000 sec): 3 clusters
  Score: Raw -19108696.053392 + Penalty 5708.955617 = -19102987.097775
  nChanged 17
		SP:Iteration 52Q (32293.810000 sec): 3 clusters
  Score: Raw -19108700.377622 + Penalty 5708.955617 = -19102991.422005
  nChanged 15
		SP:Iteration 53Q (32294.720000 sec): 3 clusters
  Score: Raw -19108704.350402 + Penalty 5708.955617 = -19102995.394784
  nChanged 12
		SP:Iteration 54Q (32295.680000 sec): 3 clusters
  Score: Raw -19108707.314430 + Penalty 5708.955617 = -19102998.358813
  nChanged 9
		SP:Iteration 55Q (32296.590000 sec): 3 clusters
  Score: Raw -19108709.122923 + Penalty 5708.955617 = -19103000.167305
  nChanged 7
		SP:Iteration 56Q (32297.430000 sec): 3 clusters
  Score: Raw -19108710.513314 + Penalty 5708.955617 = -19103001.557697
  nChanged 5
		SP:Iteration 57Q (32298.340000 sec): 3 clusters
  Score: Raw -19108711.704054 + Penalty 5708.955617 = -19103002.748437
  nChanged 2
		SP:Iteration 58Q (32299.170000 sec): 3 clusters
  Score: Raw -19108712.203928 + Penalty 5708.955617 = -19103003.248310
  nChanged 3
		SP:Iteration 59Q (32300.090000 sec): 3 clusters
  Score: Raw -19108712.907807 + Penalty 5708.955617 = -19103003.952190
  nChanged 3
		SP:Iteration 60F (32301.090000 sec): 3 clusters
  Score: Raw -19108713.554032 + Penalty 5708.955617 = -19103004.598414
  nChanged 2
		SP:Iteration 61Q (32302.040000 sec): 3 clusters
  Score: Raw -19108714.221535 + Penalty 5708.955617 = -19103005.265917
  nChanged 1
		SP:Iteration 62Q (32302.940000 sec): 3 clusters
  Score: Raw -19108714.323844 + Penalty 5708.955617 = -19103005.368226
  nChanged 0
		SP:Iteration 63F (32303.940000 sec): 3 clusters
  Score: Raw -19108714.323844 + Penalty 5708.955617 = -19103005.368226
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32304.040000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32304.090000 sec): 3 clusters
  Score: Raw -50647.211809 + Penalty 2829.076107 = -47818.135702
  nChanged 35
		SP:Iteration 1F (32304.100000 sec): 3 clusters
  Score: Raw -50770.574835 + Penalty 2829.076107 = -47941.498728
  nChanged 10
		SP:Iteration 2Q (32304.110000 sec): 3 clusters
  Score: Raw -50812.763573 + Penalty 2829.076107 = -47983.687465
  nChanged 3
		SP:Iteration 3Q (32304.120000 sec): 3 clusters
  Score: Raw -50836.777177 + Penalty 2829.076107 = -48007.701069
  nChanged 1
		SP:Iteration 4Q (32304.130000 sec): 3 clusters
  Score: Raw -50859.930413 + Penalty 2829.076107 = -48030.854305
  nChanged 1
		SP:Iteration 5Q (32304.140000 sec): 3 clusters
  Score: Raw -50865.901247 + Penalty 2829.076107 = -48036.825140
  nChanged 0
		SP:Iteration 6F (32304.150000 sec): 3 clusters
  Score: Raw -50865.901247 + Penalty 2829.076107 = -48036.825140
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32304.170000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32304.180000 sec): 3 clusters
  Score: Raw -27331.881495 + Penalty 2570.164641 = -24761.716854
  nChanged 8
		SP:Iteration 1Q (32304.190000 sec): 3 clusters
  Score: Raw -27369.992853 + Penalty 2570.164641 = -24799.828212
  nChanged 3
		SP:Iteration 2Q (32304.190000 sec): 3 clusters
  Score: Raw -27392.510470 + Penalty 2570.164641 = -24822.345829
  nChanged 0
		SP:Iteration 3F (32304.200000 sec): 3 clusters
  Score: Raw -27392.510470 + Penalty 2570.164641 = -24822.345829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32304.220000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32304.230000 sec): 3 clusters
  Score: Raw -48014.291335 + Penalty 2810.547637 = -45203.743697
  nChanged 32
		SP:Iteration 1F (32304.250000 sec): 3 clusters
  Score: Raw -48137.476219 + Penalty 2810.547637 = -45326.928581
  nChanged 8
		SP:Iteration 2Q (32304.260000 sec): 3 clusters
  Score: Raw -48168.316226 + Penalty 2810.547637 = -45357.768589
  nChanged 0
		SP:Iteration 3F (32304.270000 sec): 3 clusters
  Score: Raw -48168.316226 + Penalty 2810.547637 = -45357.768589
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32304.310000 sec): 2 clusters
  Score: Raw -151396.315173 + Penalty 1691.364058 = -149704.951115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32304.480000 sec): 3 clusters
  Score: Raw -151261.531323 + Penalty 3382.728117 = -147878.803206
  nChanged 245
		SP:Iteration 1F (32304.490000 sec): 3 clusters
  Score: Raw -151597.901688 + Penalty 3382.728117 = -148215.173572
  nChanged 77
		SP:Iteration 2F (32304.530000 sec): 3 clusters
  Score: Raw -151789.245340 + Penalty 3382.728117 = -148406.517223
  nChanged 81
		SP:Iteration 3F (32304.610000 sec): 3 clusters
  Score: Raw -152034.911482 + Penalty 3382.728117 = -148652.183365
  nChanged 68
		SP:Iteration 4F (32304.660000 sec): 3 clusters
  Score: Raw -152303.308979 + Penalty 3382.728117 = -148920.580862
  nChanged 56
		SP:Iteration 5F (32304.690000 sec): 3 clusters
  Score: Raw -152514.633702 + Penalty 3382.728117 = -149131.905585
  nChanged 40
		SP:Iteration 6Q (32304.740000 sec): 3 clusters
  Score: Raw -152641.125084 + Penalty 3382.728117 = -149258.396967
  nChanged 27
		SP:Iteration 7Q (32304.790000 sec): 3 clusters
  Score: Raw -152728.626283 + Penalty 3382.728117 = -149345.898166
  nChanged 22
		SP:Iteration 8Q (32304.830000 sec): 3 clusters
  Score: Raw -152789.135336 + Penalty 3382.728117 = -149406.407219
  nChanged 16
		SP:Iteration 9Q (32304.880000 sec): 3 clusters
  Score: Raw -152829.833301 + Penalty 3382.728117 = -149447.105184
  nChanged 17
		SP:Iteration 10Q (32304.930000 sec): 3 clusters
  Score: Raw -152893.214519 + Penalty 3382.728117 = -149510.486402
  nChanged 17
		SP:Iteration 11Q (32304.960000 sec): 3 clusters
  Score: Raw -152945.928783 + Penalty 3382.728117 = -149563.200667
  nChanged 16
		SP:Iteration 12Q (32305.010000 sec): 3 clusters
  Score: Raw -152985.284709 + Penalty 3382.728117 = -149602.556592
  nChanged 12
		SP:Iteration 13Q (32305.050000 sec): 3 clusters
  Score: Raw -153030.493726 + Penalty 3382.728117 = -149647.765609
  nChanged 12
		SP:Iteration 14Q (32305.190000 sec): 3 clusters
  Score: Raw -153066.236173 + Penalty 3382.728117 = -149683.508056
  nChanged 11
		SP:Iteration 15Q (32305.290000 sec): 3 clusters
  Score: Raw -153091.547758 + Penalty 3382.728117 = -149708.819642
  nChanged 7
		SP:Iteration 16Q (32305.310000 sec): 3 clusters
  Score: Raw -153102.712402 + Penalty 3382.728117 = -149719.984285
  nChanged 4
		SP:Iteration 17Q (32305.330000 sec): 3 clusters
  Score: Raw -153118.793768 + Penalty 3382.728117 = -149736.065651
  nChanged 3
		SP:Iteration 18Q (32305.400000 sec): 3 clusters
  Score: Raw -153127.088884 + Penalty 3382.728117 = -149744.360767
  nChanged 3
		SP:Iteration 19Q (32305.560000 sec): 3 clusters
  Score: Raw -153132.948420 + Penalty 3382.728117 = -149750.220303
  nChanged 1
		SP:Iteration 20F (32305.730000 sec): 3 clusters
  Score: Raw -153135.753811 + Penalty 3382.728117 = -149753.025694
  nChanged 2
		SP:Iteration 21Q (32305.910000 sec): 3 clusters
  Score: Raw -153140.753043 + Penalty 3382.728117 = -149758.024926
  nChanged 1
		SP:Iteration 22Q (32306.090000 sec): 3 clusters
  Score: Raw -153142.409495 + Penalty 3382.728117 = -149759.681378
  nChanged 0
		SP:Iteration 23F (32306.110000 sec): 3 clusters
  Score: Raw -153142.409495 + Penalty 3382.728117 = -149759.681378
  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 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32306.160000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32306.180000 sec): 3 clusters
  Score: Raw -45002.710902 + Penalty 2927.706133 = -42075.004769
  nChanged 71
		SP:Iteration 1F (32306.190000 sec): 3 clusters
  Score: Raw -45187.445308 + Penalty 2927.706133 = -42259.739174
  nChanged 25
		SP:Iteration 2F (32306.200000 sec): 3 clusters
  Score: Raw -45245.220261 + Penalty 2927.706133 = -42317.514128
  nChanged 12
		SP:Iteration 3Q (32306.210000 sec): 3 clusters
  Score: Raw -45309.087010 + Penalty 2927.706133 = -42381.380876
  nChanged 10
		SP:Iteration 4Q (32306.230000 sec): 3 clusters
  Score: Raw -45355.149476 + Penalty 2927.706133 = -42427.443342
  nChanged 8
		SP:Iteration 5Q (32306.240000 sec): 3 clusters
  Score: Raw -45375.004193 + Penalty 2927.706133 = -42447.298060
  nChanged 4
		SP:Iteration 6Q (32306.250000 sec): 3 clusters
  Score: Raw -45385.866139 + Penalty 2927.706133 = -42458.160005
  nChanged 1
		SP:Iteration 7Q (32306.270000 sec): 3 clusters
  Score: Raw -45391.170696 + Penalty 2927.706133 = -42463.464562
  nChanged 2
		SP:Iteration 8Q (32306.280000 sec): 3 clusters
  Score: Raw -45408.060742 + Penalty 2927.706133 = -42480.354609
  nChanged 0
		SP:Iteration 9F (32306.290000 sec): 3 clusters
  Score: Raw -45408.060742 + Penalty 2927.706133 = -42480.354609
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32306.470000 sec): 2 clusters
  Score: Raw -2767957.350437 + Penalty 2402.855141 = -2765554.495296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32306.790000 sec): 3 clusters
  Score: Raw -2758746.966241 + Penalty 4805.710281 = -2753941.255960
  nChanged 6938
		SP:Iteration 1F (32307.090000 sec): 3 clusters
  Score: Raw -2762424.721908 + Penalty 4805.710281 = -2757619.011626
  nChanged 933
		SP:Iteration 2F (32307.390000 sec): 3 clusters
  Score: Raw -2762812.706126 + Penalty 4805.710281 = -2758006.995845
  nChanged 838
		SP:Iteration 3F (32307.740000 sec): 3 clusters
  Score: Raw -2763159.029861 + Penalty 4805.710281 = -2758353.319580
  nChanged 717
		SP:Iteration 4Q (32308.010000 sec): 3 clusters
  Score: Raw -2763437.474651 + Penalty 4805.710281 = -2758631.764370
  nChanged 653
		SP:Iteration 5Q (32308.310000 sec): 3 clusters
  Score: Raw -2763698.440573 + Penalty 4805.710281 = -2758892.730292
  nChanged 600
		SP:Iteration 6Q (32308.620000 sec): 3 clusters
  Score: Raw -2763921.097282 + Penalty 4805.710281 = -2759115.387001
  nChanged 577
		SP:Iteration 7Q (32308.930000 sec): 3 clusters
  Score: Raw -2764150.211514 + Penalty 4805.710281 = -2759344.501233
  nChanged 519
		SP:Iteration 8Q (32309.230000 sec): 3 clusters
  Score: Raw -2764350.486606 + Penalty 4805.710281 = -2759544.776325
  nChanged 484
		SP:Iteration 9Q (32309.490000 sec): 3 clusters
  Score: Raw -2764544.391208 + Penalty 4805.710281 = -2759738.680927
  nChanged 506
		SP:Iteration 10Q (32309.800000 sec): 3 clusters
  Score: Raw -2764744.861352 + Penalty 4805.710281 = -2759939.151071
  nChanged 477
		SP:Iteration 11Q (32310.110000 sec): 3 clusters
  Score: Raw -2764925.215526 + Penalty 4805.710281 = -2760119.505245
  nChanged 442
		SP:Iteration 12Q (32310.410000 sec): 3 clusters
  Score: Raw -2765093.275569 + Penalty 4805.710281 = -2760287.565287
  nChanged 432
		SP:Iteration 13Q (32310.720000 sec): 3 clusters
  Score: Raw -2765280.258478 + Penalty 4805.710281 = -2760474.548197
  nChanged 433
		SP:Iteration 14Q (32311.030000 sec): 3 clusters
  Score: Raw -2765453.742009 + Penalty 4805.710281 = -2760648.031727
  nChanged 389
		SP:Iteration 15Q (32311.330000 sec): 3 clusters
  Score: Raw -2765613.926530 + Penalty 4805.710281 = -2760808.216248
  nChanged 379
		SP:Iteration 16Q (32311.640000 sec): 3 clusters
  Score: Raw -2765784.269520 + Penalty 4805.710281 = -2760978.559239
  nChanged 389
		SP:Iteration 17Q (32311.950000 sec): 3 clusters
  Score: Raw -2765962.934675 + Penalty 4805.710281 = -2761157.224394
  nChanged 379
		SP:Iteration 18Q (32312.250000 sec): 3 clusters
  Score: Raw -2766143.402699 + Penalty 4805.710281 = -2761337.692418
  nChanged 345
		SP:Iteration 19Q (32312.470000 sec): 3 clusters
  Score: Raw -2766320.747641 + Penalty 4805.710281 = -2761515.037360
  nChanged 347
		SP:Iteration 20F (32312.780000 sec): 3 clusters
  Score: Raw -2766504.878811 + Penalty 4805.710281 = -2761699.168530
  nChanged 317
		SP:Iteration 21Q (32313.090000 sec): 3 clusters
  Score: Raw -2766656.415638 + Penalty 4805.710281 = -2761850.705357
  nChanged 299
		SP:Iteration 22Q (32313.390000 sec): 3 clusters
  Score: Raw -2766812.270784 + Penalty 4805.710281 = -2762006.560502
  nChanged 273
		SP:Iteration 23Q (32313.700000 sec): 3 clusters
  Score: Raw -2766968.804899 + Penalty 4805.710281 = -2762163.094618
  nChanged 251
		SP:Iteration 24Q (32314.010000 sec): 3 clusters
  Score: Raw -2767107.090805 + Penalty 4805.710281 = -2762301.380524
  nChanged 231
		SP:Iteration 25Q (32314.230000 sec): 3 clusters
  Score: Raw -2767232.592415 + Penalty 4805.710281 = -2762426.882134
  nChanged 216
		SP:Iteration 26Q (32314.530000 sec): 3 clusters
  Score: Raw -2767353.075926 + Penalty 4805.710281 = -2762547.365644
  nChanged 201
		SP:Iteration 27Q (32314.840000 sec): 3 clusters
  Score: Raw -2767463.736262 + Penalty 4805.710281 = -2762658.025981
  nChanged 177
		SP:Iteration 28Q (32315.140000 sec): 3 clusters
  Score: Raw -2767552.212069 + Penalty 4805.710281 = -2762746.501788
  nChanged 173
		SP:Iteration 29Q (32315.360000 sec): 3 clusters
  Score: Raw -2767641.494116 + Penalty 4805.710281 = -2762835.783835
  nChanged 147
		SP:Iteration 30Q (32315.670000 sec): 3 clusters
  Score: Raw -2767719.812937 + Penalty 4805.710281 = -2762914.102656
  nChanged 141
		SP:Iteration 31Q (32315.980000 sec): 3 clusters
  Score: Raw -2767796.465889 + Penalty 4805.710281 = -2762990.755608
  nChanged 104
		SP:Iteration 32Q (32316.290000 sec): 3 clusters
  Score: Raw -2767858.186707 + Penalty 4805.710281 = -2763052.476426
  nChanged 99
		SP:Iteration 33Q (32316.600000 sec): 3 clusters
  Score: Raw -2767913.630600 + Penalty 4805.710281 = -2763107.920319
  nChanged 82
		SP:Iteration 34Q (32316.910000 sec): 3 clusters
  Score: Raw -2767958.015486 + Penalty 4805.710281 = -2763152.305205
  nChanged 76
		SP:Iteration 35Q (32317.220000 sec): 3 clusters
  Score: Raw -2767997.435792 + Penalty 4805.710281 = -2763191.725511
  nChanged 57
		SP:Iteration 36Q (32317.520000 sec): 3 clusters
  Score: Raw -2768027.460808 + Penalty 4805.710281 = -2763221.750527
  nChanged 52
		SP:Iteration 37Q (32317.820000 sec): 3 clusters
  Score: Raw -2768058.848888 + Penalty 4805.710281 = -2763253.138607
  nChanged 48
		SP:Iteration 38Q (32318.130000 sec): 3 clusters
  Score: Raw -2768087.071781 + Penalty 4805.710281 = -2763281.361500
  nChanged 45
		SP:Iteration 39Q (32318.430000 sec): 3 clusters
  Score: Raw -2768110.748858 + Penalty 4805.710281 = -2763305.038577
  nChanged 34
		SP:Iteration 40F (32318.670000 sec): 3 clusters
  Score: Raw -2768128.293366 + Penalty 4805.710281 = -2763322.583085
  nChanged 27
		SP:Iteration 41Q (32319.010000 sec): 3 clusters
  Score: Raw -2768142.933483 + Penalty 4805.710281 = -2763337.223202
  nChanged 30
		SP:Iteration 42Q (32319.310000 sec): 3 clusters
  Score: Raw -2768159.122430 + Penalty 4805.710281 = -2763353.412149
  nChanged 23
		SP:Iteration 43Q (32319.620000 sec): 3 clusters
  Score: Raw -2768171.877313 + Penalty 4805.710281 = -2763366.167032
  nChanged 21
		SP:Iteration 44Q (32319.850000 sec): 3 clusters
  Score: Raw -2768181.104076 + Penalty 4805.710281 = -2763375.393795
  nChanged 15
		SP:Iteration 45Q (32320.150000 sec): 3 clusters
  Score: Raw -2768188.891071 + Penalty 4805.710281 = -2763383.180790
  nChanged 14
		SP:Iteration 46Q (32320.450000 sec): 3 clusters
  Score: Raw -2768197.647972 + Penalty 4805.710281 = -2763391.937691
  nChanged 14
		SP:Iteration 47Q (32320.760000 sec): 3 clusters
  Score: Raw -2768204.482963 + Penalty 4805.710281 = -2763398.772682
  nChanged 9
		SP:Iteration 48Q (32321.000000 sec): 3 clusters
  Score: Raw -2768208.637938 + Penalty 4805.710281 = -2763402.927657
  nChanged 7
		SP:Iteration 49Q (32321.380000 sec): 3 clusters
  Score: Raw -2768214.109152 + Penalty 4805.710281 = -2763408.398871
  nChanged 11
		SP:Iteration 50Q (32321.650000 sec): 3 clusters
  Score: Raw -2768219.736086 + Penalty 4805.710281 = -2763414.025805
  nChanged 12
		SP:Iteration 51Q (32321.950000 sec): 3 clusters
  Score: Raw -2768227.489413 + Penalty 4805.710281 = -2763421.779132
  nChanged 11
		SP:Iteration 52Q (32322.240000 sec): 3 clusters
  Score: Raw -2768233.605306 + Penalty 4805.710281 = -2763427.895025
  nChanged 11
		SP:Iteration 53Q (32322.620000 sec): 3 clusters
  Score: Raw -2768239.667710 + Penalty 4805.710281 = -2763433.957428
  nChanged 11
		SP:Iteration 54Q (32322.890000 sec): 3 clusters
  Score: Raw -2768248.323700 + Penalty 4805.710281 = -2763442.613419
  nChanged 12
		SP:Iteration 55Q (32323.200000 sec): 3 clusters
  Score: Raw -2768256.800359 + Penalty 4805.710281 = -2763451.090078
  nChanged 18
		SP:Iteration 56Q (32323.440000 sec): 3 clusters
  Score: Raw -2768265.616576 + Penalty 4805.710281 = -2763459.906294
  nChanged 10
		SP:Iteration 57Q (32323.730000 sec): 3 clusters
  Score: Raw -2768271.464027 + Penalty 4805.710281 = -2763465.753746
  nChanged 10
		SP:Iteration 58Q (32324.040000 sec): 3 clusters
  Score: Raw -2768276.651748 + Penalty 4805.710281 = -2763470.941467
  nChanged 8
		SP:Iteration 59Q (32324.350000 sec): 3 clusters
  Score: Raw -2768280.246205 + Penalty 4805.710281 = -2763474.535924
  nChanged 4
		SP:Iteration 60F (32324.650000 sec): 3 clusters
  Score: Raw -2768282.682280 + Penalty 4805.710281 = -2763476.971999
  nChanged 5
		SP:Iteration 61Q (32324.880000 sec): 3 clusters
  Score: Raw -2768286.069445 + Penalty 4805.710281 = -2763480.359164
  nChanged 6
		SP:Iteration 62Q (32325.190000 sec): 3 clusters
  Score: Raw -2768290.034268 + Penalty 4805.710281 = -2763484.323987
  nChanged 9
		SP:Iteration 63Q (32325.500000 sec): 3 clusters
  Score: Raw -2768297.515935 + Penalty 4805.710281 = -2763491.805654
  nChanged 11
		SP:Iteration 64Q (32325.730000 sec): 3 clusters
  Score: Raw -2768304.251446 + Penalty 4805.710281 = -2763498.541164
  nChanged 8
		SP:Iteration 65Q (32326.030000 sec): 3 clusters
  Score: Raw -2768309.434122 + Penalty 4805.710281 = -2763503.723840
  nChanged 7
		SP:Iteration 66Q (32326.370000 sec): 3 clusters
  Score: Raw -2768312.436480 + Penalty 4805.710281 = -2763506.726199
  nChanged 4
		SP:Iteration 67Q (32326.720000 sec): 3 clusters
  Score: Raw -2768314.269632 + Penalty 4805.710281 = -2763508.559351
  nChanged 4
		SP:Iteration 68Q (32327.010000 sec): 3 clusters
  Score: Raw -2768316.615032 + Penalty 4805.710281 = -2763510.904751
  nChanged 4
		SP:Iteration 69Q (32327.330000 sec): 3 clusters
  Score: Raw -2768319.474725 + Penalty 4805.710281 = -2763513.764443
  nChanged 3
		SP:Iteration 70Q (32327.690000 sec): 3 clusters
  Score: Raw -2768320.962751 + Penalty 4805.710281 = -2763515.252470
  nChanged 2
		SP:Iteration 71Q (32328.000000 sec): 3 clusters
  Score: Raw -2768321.919809 + Penalty 4805.710281 = -2763516.209528
  nChanged 1
		SP:Iteration 72Q (32328.300000 sec): 3 clusters
  Score: Raw -2768322.264165 + Penalty 4805.710281 = -2763516.553884
  nChanged 0
		SP:Iteration 73F (32328.620000 sec): 3 clusters
  Score: Raw -2768322.264165 + Penalty 4805.710281 = -2763516.553884
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32328.700000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32328.880000 sec): 3 clusters
  Score: Raw -18834.789132 + Penalty 2686.385799 = -16148.403332
  nChanged 33
		SP:Iteration 1F (32329.050000 sec): 3 clusters
  Score: Raw -18976.655790 + Penalty 2686.385799 = -16290.269990
  nChanged 15
		SP:Iteration 2F (32329.230000 sec): 3 clusters
  Score: Raw -19051.966987 + Penalty 2686.385799 = -16365.581187
  nChanged 4
		SP:Iteration 3Q (32329.240000 sec): 3 clusters
  Score: Raw -19071.943157 + Penalty 2686.385799 = -16385.557357
  nChanged 1
		SP:Iteration 4Q (32329.240000 sec): 3 clusters
  Score: Raw -19086.383746 + Penalty 2686.385799 = -16399.997947
  nChanged 2
		SP:Iteration 5Q (32329.250000 sec): 3 clusters
  Score: Raw -19095.651884 + Penalty 2686.385799 = -16409.266084
  nChanged 0
		SP:Iteration 6F (32329.260000 sec): 3 clusters
  Score: Raw -19095.651884 + Penalty 2686.385799 = -16409.266084
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32329.280000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32329.290000 sec): 3 clusters
  Score: Raw -25083.171830 + Penalty 2575.706598 = -22507.465232
  nChanged 14
		SP:Iteration 1F (32329.300000 sec): 3 clusters
  Score: Raw -25199.653859 + Penalty 2575.706598 = -22623.947261
  nChanged 6
		SP:Iteration 2Q (32329.310000 sec): 3 clusters
  Score: Raw -25245.126148 + Penalty 2575.706598 = -22669.419549
  nChanged 1
		SP:Iteration 3Q (32329.320000 sec): 3 clusters
  Score: Raw -25254.441377 + Penalty 2575.706598 = -22678.734779
  nChanged 1
		SP:Iteration 4Q (32329.320000 sec): 3 clusters
  Score: Raw -25258.481532 + Penalty 2575.706598 = -22682.774934
  nChanged 0
		SP:Iteration 5F (32329.330000 sec): 3 clusters
  Score: Raw -25258.481532 + Penalty 2575.706598 = -22682.774934
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32329.350000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32329.360000 sec): 3 clusters
  Score: Raw -20215.942256 + Penalty 2544.429763 = -17671.512493
  nChanged 20
		SP:Iteration 1F (32329.370000 sec): 3 clusters
  Score: Raw -20378.431453 + Penalty 2544.429763 = -17834.001690
  nChanged 6
		SP:Iteration 2Q (32329.380000 sec): 3 clusters
  Score: Raw -20432.752367 + Penalty 2544.429763 = -17888.322605
  nChanged 3
		SP:Iteration 3Q (32329.380000 sec): 3 clusters
  Score: Raw -20454.043284 + Penalty 2544.429763 = -17909.613521
  nChanged 2
		SP:Iteration 4Q (32329.390000 sec): 3 clusters
  Score: Raw -20484.589115 + Penalty 2544.429763 = -17940.159352
  nChanged 2
		SP:Iteration 5Q (32329.400000 sec): 3 clusters
  Score: Raw -20494.728195 + Penalty 2544.429763 = -17950.298433
  nChanged 4
		SP:Iteration 6Q (32329.410000 sec): 3 clusters
  Score: Raw -20520.049241 + Penalty 2544.429763 = -17975.619478
  nChanged 2
		SP:Iteration 7Q (32329.420000 sec): 3 clusters
  Score: Raw -20525.693575 + Penalty 2544.429763 = -17981.263812
  nChanged 1
		SP:Iteration 8Q (32329.420000 sec): 3 clusters
  Score: Raw -20528.560047 + Penalty 2544.429763 = -17984.130284
  nChanged 0
		SP:Iteration 9F (32329.430000 sec): 3 clusters
  Score: Raw -20528.560047 + Penalty 2544.429763 = -17984.130284
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32329.460000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32329.480000 sec): 3 clusters
  Score: Raw -71988.169799 + Penalty 2992.410766 = -68995.759033
  nChanged 62
		SP:Iteration 1F (32329.500000 sec): 3 clusters
  Score: Raw -72111.459749 + Penalty 2992.410766 = -69119.048983
  nChanged 12
		SP:Iteration 2Q (32329.520000 sec): 3 clusters
  Score: Raw -72138.039446 + Penalty 2992.410766 = -69145.628680
  nChanged 8
		SP:Iteration 3Q (32329.530000 sec): 3 clusters
  Score: Raw -72158.171115 + Penalty 2992.410766 = -69165.760349
  nChanged 3
		SP:Iteration 4Q (32329.550000 sec): 3 clusters
  Score: Raw -72165.019246 + Penalty 2992.410766 = -69172.608480
  nChanged 0
		SP:Iteration 5F (32329.570000 sec): 3 clusters
  Score: Raw -72165.019246 + Penalty 2992.410766 = -69172.608480
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32329.760000 sec): 2 clusters
  Score: Raw -3706655.542874 + Penalty 2469.965181 = -3704185.577694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32330.140000 sec): 3 clusters
  Score: Raw -3694350.164631 + Penalty 4939.930361 = -3689410.234269
  nChanged 9314
		SP:Iteration 1F (32330.470000 sec): 3 clusters
  Score: Raw -3699515.770726 + Penalty 4939.930361 = -3694575.840365
  nChanged 1141
		SP:Iteration 2F (32330.740000 sec): 3 clusters
  Score: Raw -3699958.542095 + Penalty 4939.930361 = -3695018.611734
  nChanged 963
		SP:Iteration 3Q (32331.080000 sec): 3 clusters
  Score: Raw -3700301.357675 + Penalty 4939.930361 = -3695361.427313
  nChanged 852
		SP:Iteration 4Q (32331.420000 sec): 3 clusters
  Score: Raw -3700598.986883 + Penalty 4939.930361 = -3695659.056522
  nChanged 744
		SP:Iteration 5Q (32331.760000 sec): 3 clusters
  Score: Raw -3700835.225986 + Penalty 4939.930361 = -3695895.295625
  nChanged 652
		SP:Iteration 6Q (32332.100000 sec): 3 clusters
  Score: Raw -3701053.402896 + Penalty 4939.930361 = -3696113.472535
  nChanged 661
		SP:Iteration 7Q (32332.440000 sec): 3 clusters
  Score: Raw -3701284.531202 + Penalty 4939.930361 = -3696344.600841
  nChanged 651
		SP:Iteration 8Q (32332.780000 sec): 3 clusters
  Score: Raw -3701554.192500 + Penalty 4939.930361 = -3696614.262139
  nChanged 678
		SP:Iteration 9Q (32333.120000 sec): 3 clusters
  Score: Raw -3701864.451573 + Penalty 4939.930361 = -3696924.521212
  nChanged 702
		SP:Iteration 10Q (32333.500000 sec): 3 clusters
  Score: Raw -3702223.496468 + Penalty 4939.930361 = -3697283.566107
  nChanged 753
		SP:Iteration 11Q (32333.890000 sec): 3 clusters
  Score: Raw -3702618.386724 + Penalty 4939.930361 = -3697678.456363
  nChanged 805
		SP:Iteration 12Q (32334.230000 sec): 3 clusters
  Score: Raw -3703092.721309 + Penalty 4939.930361 = -3698152.790948
  nChanged 851
		SP:Iteration 13Q (32334.510000 sec): 3 clusters
  Score: Raw -3703618.255388 + Penalty 4939.930361 = -3698678.325027
  nChanged 814
		SP:Iteration 14Q (32334.880000 sec): 3 clusters
  Score: Raw -3704090.329708 + Penalty 4939.930361 = -3699150.399347
  nChanged 752
		SP:Iteration 15Q (32335.300000 sec): 3 clusters
  Score: Raw -3704498.751480 + Penalty 4939.930361 = -3699558.821119
  nChanged 646
		SP:Iteration 16Q (32335.650000 sec): 3 clusters
  Score: Raw -3704817.215644 + Penalty 4939.930361 = -3699877.285283
  nChanged 591
		SP:Iteration 17Q (32335.990000 sec): 3 clusters
  Score: Raw -3705111.580678 + Penalty 4939.930361 = -3700171.650317
  nChanged 509
		SP:Iteration 18Q (32336.330000 sec): 3 clusters
  Score: Raw -3705362.427056 + Penalty 4939.930361 = -3700422.496694
  nChanged 427
		SP:Iteration 19Q (32336.680000 sec): 3 clusters
  Score: Raw -3705549.025280 + Penalty 4939.930361 = -3700609.094919
  nChanged 393
		SP:Iteration 20F (32337.020000 sec): 3 clusters
  Score: Raw -3705730.080935 + Penalty 4939.930361 = -3700790.150574
  nChanged 354
		SP:Iteration 21Q (32337.360000 sec): 3 clusters
  Score: Raw -3705885.401031 + Penalty 4939.930361 = -3700945.470670
  nChanged 316
		SP:Iteration 22Q (32337.710000 sec): 3 clusters
  Score: Raw -3706016.326623 + Penalty 4939.930361 = -3701076.396262
  nChanged 262
		SP:Iteration 23Q (32338.050000 sec): 3 clusters
  Score: Raw -3706130.619016 + Penalty 4939.930361 = -3701190.688655
  nChanged 270
		SP:Iteration 24Q (32338.390000 sec): 3 clusters
  Score: Raw -3706261.108624 + Penalty 4939.930361 = -3701321.178263
  nChanged 246
		SP:Iteration 25Q (32338.730000 sec): 3 clusters
  Score: Raw -3706373.422341 + Penalty 4939.930361 = -3701433.491980
  nChanged 210
		SP:Iteration 26Q (32339.080000 sec): 3 clusters
  Score: Raw -3706473.745685 + Penalty 4939.930361 = -3701533.815324
  nChanged 211
		SP:Iteration 27Q (32339.420000 sec): 3 clusters
  Score: Raw -3706567.363678 + Penalty 4939.930361 = -3701627.433317
  nChanged 180
		SP:Iteration 28Q (32339.770000 sec): 3 clusters
  Score: Raw -3706652.627628 + Penalty 4939.930361 = -3701712.697267
  nChanged 171
		SP:Iteration 29Q (32340.110000 sec): 3 clusters
  Score: Raw -3706732.197992 + Penalty 4939.930361 = -3701792.267631
  nChanged 129
		SP:Iteration 30Q (32340.450000 sec): 3 clusters
  Score: Raw -3706792.495346 + Penalty 4939.930361 = -3701852.564985
  nChanged 109
		SP:Iteration 31Q (32340.800000 sec): 3 clusters
  Score: Raw -3706848.347325 + Penalty 4939.930361 = -3701908.416964
  nChanged 89
		SP:Iteration 32Q (32341.140000 sec): 3 clusters
  Score: Raw -3706893.011976 + Penalty 4939.930361 = -3701953.081615
  nChanged 85
		SP:Iteration 33Q (32341.490000 sec): 3 clusters
  Score: Raw -3706935.647856 + Penalty 4939.930361 = -3701995.717495
  nChanged 75
		SP:Iteration 34Q (32341.830000 sec): 3 clusters
  Score: Raw -3706975.508019 + Penalty 4939.930361 = -3702035.577657
  nChanged 72
		SP:Iteration 35Q (32342.180000 sec): 3 clusters
  Score: Raw -3707016.510441 + Penalty 4939.930361 = -3702076.580080
  nChanged 65
		SP:Iteration 36Q (32342.520000 sec): 3 clusters
  Score: Raw -3707049.976641 + Penalty 4939.930361 = -3702110.046280
  nChanged 55
		SP:Iteration 37Q (32342.870000 sec): 3 clusters
  Score: Raw -3707079.037066 + Penalty 4939.930361 = -3702139.106705
  nChanged 44
		SP:Iteration 38Q (32343.210000 sec): 3 clusters
  Score: Raw -3707104.285827 + Penalty 4939.930361 = -3702164.355466
  nChanged 39
		SP:Iteration 39Q (32343.560000 sec): 3 clusters
  Score: Raw -3707126.010947 + Penalty 4939.930361 = -3702186.080586
  nChanged 40
		SP:Iteration 40F (32343.860000 sec): 3 clusters
  Score: Raw -3707149.483816 + Penalty 4939.930361 = -3702209.553455
  nChanged 27
		SP:Iteration 41Q (32344.210000 sec): 3 clusters
  Score: Raw -3707167.121079 + Penalty 4939.930361 = -3702227.190718
  nChanged 21
		SP:Iteration 42Q (32344.550000 sec): 3 clusters
  Score: Raw -3707178.527852 + Penalty 4939.930361 = -3702238.597491
  nChanged 17
		SP:Iteration 43Q (32344.900000 sec): 3 clusters
  Score: Raw -3707188.452135 + Penalty 4939.930361 = -3702248.521774
  nChanged 16
		SP:Iteration 44Q (32345.240000 sec): 3 clusters
  Score: Raw -3707196.979334 + Penalty 4939.930361 = -3702257.048973
  nChanged 9
		SP:Iteration 45Q (32345.590000 sec): 3 clusters
  Score: Raw -3707201.329087 + Penalty 4939.930361 = -3702261.398726
  nChanged 6
		SP:Iteration 46Q (32345.930000 sec): 3 clusters
  Score: Raw -3707203.889491 + Penalty 4939.930361 = -3702263.959130
  nChanged 6
		SP:Iteration 47Q (32346.270000 sec): 3 clusters
  Score: Raw -3707206.366496 + Penalty 4939.930361 = -3702266.436135
  nChanged 3
		SP:Iteration 48Q (32346.630000 sec): 3 clusters
  Score: Raw -3707208.416152 + Penalty 4939.930361 = -3702268.485791
  nChanged 5
		SP:Iteration 49Q (32346.860000 sec): 3 clusters
  Score: Raw -3707211.285389 + Penalty 4939.930361 = -3702271.355028
  nChanged 6
		SP:Iteration 50Q (32347.180000 sec): 3 clusters
  Score: Raw -3707214.648810 + Penalty 4939.930361 = -3702274.718448
  nChanged 5
		SP:Iteration 51Q (32347.530000 sec): 3 clusters
  Score: Raw -3707216.989588 + Penalty 4939.930361 = -3702277.059227
  nChanged 7
		SP:Iteration 52Q (32347.870000 sec): 3 clusters
  Score: Raw -3707219.907147 + Penalty 4939.930361 = -3702279.976785
  nChanged 4
		SP:Iteration 53Q (32348.220000 sec): 3 clusters
  Score: Raw -3707221.321933 + Penalty 4939.930361 = -3702281.391572
  nChanged 2
		SP:Iteration 54Q (32348.560000 sec): 3 clusters
  Score: Raw -3707222.579390 + Penalty 4939.930361 = -3702282.649029
  nChanged 0
		SP:Iteration 55F (32348.900000 sec): 3 clusters
  Score: Raw -3707222.579390 + Penalty 4939.930361 = -3702282.649029
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32349.000000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32349.190000 sec): 3 clusters
  Score: Raw -40733.376692 + Penalty 2773.129542 = -37960.247150
  nChanged 39
		SP:Iteration 1F (32349.360000 sec): 3 clusters
  Score: Raw -40876.053747 + Penalty 2773.129542 = -38102.924204
  nChanged 8
		SP:Iteration 2Q (32349.530000 sec): 3 clusters
  Score: Raw -40902.860863 + Penalty 2773.129542 = -38129.731321
  nChanged 7
		SP:Iteration 3Q (32349.710000 sec): 3 clusters
  Score: Raw -40931.771907 + Penalty 2773.129542 = -38158.642364
  nChanged 2
		SP:Iteration 4Q (32349.890000 sec): 3 clusters
  Score: Raw -40935.633380 + Penalty 2773.129542 = -38162.503838
  nChanged 4
		SP:Iteration 5Q (32350.060000 sec): 3 clusters
  Score: Raw -40958.086112 + Penalty 2773.129542 = -38184.956570
  nChanged 4
		SP:Iteration 6Q (32350.240000 sec): 3 clusters
  Score: Raw -40971.443220 + Penalty 2773.129542 = -38198.313677
  nChanged 3
		SP:Iteration 7Q (32350.410000 sec): 3 clusters
  Score: Raw -40987.883894 + Penalty 2773.129542 = -38214.754351
  nChanged 1
		SP:Iteration 8Q (32350.590000 sec): 3 clusters
  Score: Raw -40989.478561 + Penalty 2773.129542 = -38216.349019
  nChanged 0
		SP:Iteration 9F (32350.770000 sec): 3 clusters
  Score: Raw -40989.478561 + Penalty 2773.129542 = -38216.349019
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32350.850000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32351.030000 sec): 3 clusters
  Score: Raw -110502.949169 + Penalty 3200.216281 = -107302.732888
  nChanged 141
		SP:Iteration 1F (32351.210000 sec): 3 clusters
  Score: Raw -110780.298565 + Penalty 3200.216281 = -107580.082284
  nChanged 39
		SP:Iteration 2F (32351.380000 sec): 3 clusters
  Score: Raw -110844.561159 + Penalty 3200.216281 = -107644.344878
  nChanged 19
		SP:Iteration 3Q (32351.560000 sec): 3 clusters
  Score: Raw -110873.503100 + Penalty 3200.216281 = -107673.286819
  nChanged 8
		SP:Iteration 4Q (32351.730000 sec): 3 clusters
  Score: Raw -110886.151659 + Penalty 3200.216281 = -107685.935378
  nChanged 7
		SP:Iteration 5Q (32351.910000 sec): 3 clusters
  Score: Raw -110895.983823 + Penalty 3200.216281 = -107695.767542
  nChanged 3
		SP:Iteration 6Q (32352.090000 sec): 3 clusters
  Score: Raw -110899.557714 + Penalty 3200.216281 = -107699.341432
  nChanged 3
		SP:Iteration 7Q (32352.260000 sec): 3 clusters
  Score: Raw -110905.551937 + Penalty 3200.216281 = -107705.335656
  nChanged 1
		SP:Iteration 8Q (32352.440000 sec): 3 clusters
  Score: Raw -110907.765153 + Penalty 3200.216281 = -107707.548872
  nChanged 1
		SP:Iteration 9Q (32352.610000 sec): 3 clusters
  Score: Raw -110909.479725 + Penalty 3200.216281 = -107709.263444
  nChanged 1
		SP:Iteration 10Q (32352.790000 sec): 3 clusters
  Score: Raw -110911.252613 + Penalty 3200.216281 = -107711.036332
  nChanged 0
		SP:Iteration 11F (32352.970000 sec): 3 clusters
  Score: Raw -110911.252613 + Penalty 3200.216281 = -107711.036332
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32353.050000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32353.230000 sec): 3 clusters
  Score: Raw -30110.764449 + Penalty 2642.626580 = -27468.137869
  nChanged 19
		SP:Iteration 1F (32353.410000 sec): 3 clusters
  Score: Raw -30200.621095 + Penalty 2642.626580 = -27557.994515
  nChanged 6
		SP:Iteration 2Q (32353.580000 sec): 3 clusters
  Score: Raw -30230.867808 + Penalty 2642.626580 = -27588.241228
  nChanged 1
		SP:Iteration 3Q (32353.760000 sec): 3 clusters
  Score: Raw -30233.822024 + Penalty 2642.626580 = -27591.195444
  nChanged 0
		SP:Iteration 4F (32353.930000 sec): 3 clusters
  Score: Raw -30233.822024 + Penalty 2642.626580 = -27591.195444
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32354.020000 sec): 2 clusters
  Score: Raw -108981.123850 + Penalty 1611.573973 = -107369.549877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32354.200000 sec): 3 clusters
  Score: Raw -109002.623256 + Penalty 3223.147946 = -105779.475310
  nChanged 149
		SP:Iteration 1F (32354.370000 sec): 3 clusters
  Score: Raw -109316.957881 + Penalty 3223.147946 = -106093.809935
  nChanged 60
		SP:Iteration 2F (32354.550000 sec): 3 clusters
  Score: Raw -109549.121314 + Penalty 3223.147946 = -106325.973367
  nChanged 47
		SP:Iteration 3F (32354.730000 sec): 3 clusters
  Score: Raw -109778.006939 + Penalty 3223.147946 = -106554.858993
  nChanged 35
		SP:Iteration 4F (32354.900000 sec): 3 clusters
  Score: Raw -109948.202609 + Penalty 3223.147946 = -106725.054663
  nChanged 22
		SP:Iteration 5Q (32355.080000 sec): 3 clusters
  Score: Raw -110072.269674 + Penalty 3223.147946 = -106849.121728
  nChanged 12
		SP:Iteration 6Q (32355.250000 sec): 3 clusters
  Score: Raw -110101.029177 + Penalty 3223.147946 = -106877.881231
  nChanged 7
		SP:Iteration 7Q (32355.430000 sec): 3 clusters
  Score: Raw -110121.022411 + Penalty 3223.147946 = -106897.874465
  nChanged 2
		SP:Iteration 8Q (32355.600000 sec): 3 clusters
  Score: Raw -110126.584598 + Penalty 3223.147946 = -106903.436652
  nChanged 1
		SP:Iteration 9Q (32355.780000 sec): 3 clusters
  Score: Raw -110128.815599 + Penalty 3223.147946 = -106905.667653
  nChanged 2
		SP:Iteration 10Q (32355.950000 sec): 3 clusters
  Score: Raw -110133.637500 + Penalty 3223.147946 = -106910.489554
  nChanged 2
		SP:Iteration 11Q (32356.050000 sec): 3 clusters
  Score: Raw -110141.459155 + Penalty 3223.147946 = -106918.311209
  nChanged 1
		SP:Iteration 12Q (32356.060000 sec): 3 clusters
  Score: Raw -110142.482560 + Penalty 3223.147946 = -106919.334614
  nChanged 0
		SP:Iteration 13F (32356.080000 sec): 3 clusters
  Score: Raw -110142.482560 + Penalty 3223.147946 = -106919.334614
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32356.130000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32356.160000 sec): 3 clusters
  Score: Raw -162686.014389 + Penalty 3409.602454 = -159276.411935
  nChanged 263
		SP:Iteration 1F (32356.190000 sec): 3 clusters
  Score: Raw -162990.965573 + Penalty 3409.602454 = -159581.363119
  nChanged 49
		SP:Iteration 2F (32356.220000 sec): 3 clusters
  Score: Raw -163063.551586 + Penalty 3409.602454 = -159653.949132
  nChanged 30
		SP:Iteration 3Q (32356.250000 sec): 3 clusters
  Score: Raw -163102.785335 + Penalty 3409.602454 = -159693.182882
  nChanged 14
		SP:Iteration 4Q (32356.290000 sec): 3 clusters
  Score: Raw -163124.261178 + Penalty 3409.602454 = -159714.658724
  nChanged 13
		SP:Iteration 5Q (32356.320000 sec): 3 clusters
  Score: Raw -163138.493304 + Penalty 3409.602454 = -159728.890850
  nChanged 9
		SP:Iteration 6Q (32356.350000 sec): 3 clusters
  Score: Raw -163147.438858 + Penalty 3409.602454 = -159737.836405
  nChanged 9
		SP:Iteration 7Q (32356.380000 sec): 3 clusters
  Score: Raw -163158.955764 + Penalty 3409.602454 = -159749.353310
  nChanged 7
		SP:Iteration 8Q (32356.410000 sec): 3 clusters
  Score: Raw -163169.059062 + Penalty 3409.602454 = -159759.456608
  nChanged 6
		SP:Iteration 9Q (32356.450000 sec): 3 clusters
  Score: Raw -163186.535471 + Penalty 3409.602454 = -159776.933017
  nChanged 10
		SP:Iteration 10Q (32356.470000 sec): 3 clusters
  Score: Raw -163198.115060 + Penalty 3409.602454 = -159788.512606
  nChanged 5
		SP:Iteration 11Q (32356.510000 sec): 3 clusters
  Score: Raw -163201.990873 + Penalty 3409.602454 = -159792.388419
  nChanged 6
		SP:Iteration 12Q (32356.540000 sec): 3 clusters
  Score: Raw -163206.558986 + Penalty 3409.602454 = -159796.956532
  nChanged 2
		SP:Iteration 13Q (32356.570000 sec): 3 clusters
  Score: Raw -163208.793661 + Penalty 3409.602454 = -159799.191207
  nChanged 0
		SP:Iteration 14F (32356.600000 sec): 3 clusters
  Score: Raw -163208.793661 + Penalty 3409.602454 = -159799.191207
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32356.640000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32356.660000 sec): 3 clusters
  Score: Raw -76345.415228 + Penalty 3063.230166 = -73282.185062
  nChanged 91
		SP:Iteration 1F (32356.690000 sec): 3 clusters
  Score: Raw -76600.279293 + Penalty 3063.230166 = -73537.049127
  nChanged 21
		SP:Iteration 2Q (32356.710000 sec): 3 clusters
  Score: Raw -76676.391180 + Penalty 3063.230166 = -73613.161014
  nChanged 8
		SP:Iteration 3Q (32356.730000 sec): 3 clusters
  Score: Raw -76701.798864 + Penalty 3063.230166 = -73638.568698
  nChanged 4
		SP:Iteration 4Q (32356.750000 sec): 3 clusters
  Score: Raw -76716.770755 + Penalty 3063.230166 = -73653.540589
  nChanged 3
		SP:Iteration 5Q (32356.780000 sec): 3 clusters
  Score: Raw -76722.207683 + Penalty 3063.230166 = -73658.977517
  nChanged 0
		SP:Iteration 6F (32356.800000 sec): 3 clusters
  Score: Raw -76722.207683 + Penalty 3063.230166 = -73658.977517
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32356.830000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32356.840000 sec): 3 clusters
  Score: Raw -38324.606239 + Penalty 2736.656637 = -35587.949602
  nChanged 24
		SP:Iteration 1F (32356.850000 sec): 3 clusters
  Score: Raw -38428.770618 + Penalty 2736.656637 = -35692.113981
  nChanged 8
		SP:Iteration 2Q (32356.850000 sec): 3 clusters
  Score: Raw -38480.687896 + Penalty 2736.656637 = -35744.031259
  nChanged 2
		SP:Iteration 3Q (32356.860000 sec): 3 clusters
  Score: Raw -38489.202382 + Penalty 2736.656637 = -35752.545745
  nChanged 1
		SP:Iteration 4Q (32356.870000 sec): 3 clusters
  Score: Raw -38493.545723 + Penalty 2736.656637 = -35756.889086
  nChanged 1
		SP:Iteration 5Q (32356.880000 sec): 3 clusters
  Score: Raw -38500.607039 + Penalty 2736.656637 = -35763.950403
  nChanged 0
		SP:Iteration 6F (32356.890000 sec): 3 clusters
  Score: Raw -38500.607039 + Penalty 2736.656637 = -35763.950403
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32356.910000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32356.920000 sec): 3 clusters
  Score: Raw -39865.424526 + Penalty 2769.414169 = -37096.010357
  nChanged 30
		SP:Iteration 1F (32356.930000 sec): 3 clusters
  Score: Raw -39974.245976 + Penalty 2769.414169 = -37204.831807
  nChanged 4
		SP:Iteration 2Q (32356.930000 sec): 3 clusters
  Score: Raw -39990.976460 + Penalty 2769.414169 = -37221.562291
  nChanged 3
		SP:Iteration 3Q (32356.940000 sec): 3 clusters
  Score: Raw -40003.846234 + Penalty 2769.414169 = -37234.432065
  nChanged 2
		SP:Iteration 4Q (32356.950000 sec): 3 clusters
  Score: Raw -40015.630309 + Penalty 2769.414169 = -37246.216140
  nChanged 0
		SP:Iteration 5F (32356.960000 sec): 3 clusters
  Score: Raw -40015.630309 + Penalty 2769.414169 = -37246.216140
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32357.030000 sec): 2 clusters
  Score: Raw -405440.722333 + Penalty 1934.542018 = -403506.180314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32357.090000 sec): 3 clusters
  Score: Raw -404525.727671 + Penalty 3869.084037 = -400656.643634
  nChanged 784
		SP:Iteration 1F (32357.150000 sec): 3 clusters
  Score: Raw -405084.789458 + Penalty 3869.084037 = -401215.705421
  nChanged 201
		SP:Iteration 2F (32357.200000 sec): 3 clusters
  Score: Raw -405270.998575 + Penalty 3869.084037 = -401401.914539
  nChanged 131
		SP:Iteration 3F (32357.270000 sec): 3 clusters
  Score: Raw -405424.952325 + Penalty 3869.084037 = -401555.868288
  nChanged 128
		SP:Iteration 4F (32357.320000 sec): 3 clusters
  Score: Raw -405595.957153 + Penalty 3869.084037 = -401726.873117
  nChanged 118
		SP:Iteration 5Q (32357.380000 sec): 3 clusters
  Score: Raw -405757.048026 + Penalty 3869.084037 = -401887.963990
  nChanged 108
		SP:Iteration 6Q (32357.450000 sec): 3 clusters
  Score: Raw -405898.695995 + Penalty 3869.084037 = -402029.611958
  nChanged 103
		SP:Iteration 7Q (32357.500000 sec): 3 clusters
  Score: Raw -406025.656116 + Penalty 3869.084037 = -402156.572079
  nChanged 83
		SP:Iteration 8Q (32357.560000 sec): 3 clusters
  Score: Raw -406130.102132 + Penalty 3869.084037 = -402261.018095
  nChanged 77
		SP:Iteration 9Q (32357.620000 sec): 3 clusters
  Score: Raw -406224.232330 + Penalty 3869.084037 = -402355.148294
  nChanged 75
		SP:Iteration 10Q (32357.680000 sec): 3 clusters
  Score: Raw -406310.448314 + Penalty 3869.084037 = -402441.364277
  nChanged 59
		SP:Iteration 11Q (32357.740000 sec): 3 clusters
  Score: Raw -406390.217253 + Penalty 3869.084037 = -402521.133216
  nChanged 60
		SP:Iteration 12Q (32357.800000 sec): 3 clusters
  Score: Raw -406469.530529 + Penalty 3869.084037 = -402600.446492
  nChanged 54
		SP:Iteration 13Q (32357.860000 sec): 3 clusters
  Score: Raw -406534.579191 + Penalty 3869.084037 = -402665.495155
  nChanged 38
		SP:Iteration 14Q (32357.920000 sec): 3 clusters
  Score: Raw -406578.730230 + Penalty 3869.084037 = -402709.646193
  nChanged 47
		SP:Iteration 15Q (32357.980000 sec): 3 clusters
  Score: Raw -406621.585338 + Penalty 3869.084037 = -402752.501301
  nChanged 28
		SP:Iteration 16Q (32358.040000 sec): 3 clusters
  Score: Raw -406657.411072 + Penalty 3869.084037 = -402788.327035
  nChanged 34
		SP:Iteration 17Q (32358.090000 sec): 3 clusters
  Score: Raw -406689.438291 + Penalty 3869.084037 = -402820.354255
  nChanged 30
		SP:Iteration 18Q (32358.240000 sec): 3 clusters
  Score: Raw -406716.811385 + Penalty 3869.084037 = -402847.727348
  nChanged 25
		SP:Iteration 19Q (32358.420000 sec): 3 clusters
  Score: Raw -406735.147586 + Penalty 3869.084037 = -402866.063550
  nChanged 19
		SP:Iteration 20F (32358.600000 sec): 3 clusters
  Score: Raw -406748.032429 + Penalty 3869.084037 = -402878.948393
  nChanged 18
		SP:Iteration 21Q (32358.770000 sec): 3 clusters
  Score: Raw -406760.056321 + Penalty 3869.084037 = -402890.972284
  nChanged 16
		SP:Iteration 22Q (32358.950000 sec): 3 clusters
  Score: Raw -406768.952396 + Penalty 3869.084037 = -402899.868360
  nChanged 11
		SP:Iteration 23Q (32359.120000 sec): 3 clusters
  Score: Raw -406775.308519 + Penalty 3869.084037 = -402906.224482
  nChanged 4
		SP:Iteration 24Q (32359.300000 sec): 3 clusters
  Score: Raw -406778.185377 + Penalty 3869.084037 = -402909.101340
  nChanged 5
		SP:Iteration 25Q (32359.480000 sec): 3 clusters
  Score: Raw -406782.851468 + Penalty 3869.084037 = -402913.767431
  nChanged 5
		SP:Iteration 26Q (32359.650000 sec): 3 clusters
  Score: Raw -406786.259303 + Penalty 3869.084037 = -402917.175266
  nChanged 6
		SP:Iteration 27Q (32359.830000 sec): 3 clusters
  Score: Raw -406793.288662 + Penalty 3869.084037 = -402924.204626
  nChanged 9
		SP:Iteration 28Q (32360.000000 sec): 3 clusters
  Score: Raw -406799.946395 + Penalty 3869.084037 = -402930.862358
  nChanged 5
		SP:Iteration 29Q (32360.180000 sec): 3 clusters
  Score: Raw -406803.273846 + Penalty 3869.084037 = -402934.189809
  nChanged 4
		SP:Iteration 30Q (32360.360000 sec): 3 clusters
  Score: Raw -406806.030531 + Penalty 3869.084037 = -402936.946494
  nChanged 2
		SP:Iteration 31Q (32360.530000 sec): 3 clusters
  Score: Raw -406806.685246 + Penalty 3869.084037 = -402937.601209
  nChanged 3
		SP:Iteration 32Q (32360.710000 sec): 3 clusters
  Score: Raw -406807.676433 + Penalty 3869.084037 = -402938.592396
  nChanged 2
		SP:Iteration 33Q (32360.880000 sec): 3 clusters
  Score: Raw -406809.430642 + Penalty 3869.084037 = -402940.346605
  nChanged 3
		SP:Iteration 34Q (32361.060000 sec): 3 clusters
  Score: Raw -406811.333627 + Penalty 3869.084037 = -402942.249591
  nChanged 2
		SP:Iteration 35Q (32361.230000 sec): 3 clusters
  Score: Raw -406811.731584 + Penalty 3869.084037 = -402942.647548
  nChanged 0
		SP:Iteration 36F (32361.410000 sec): 3 clusters
  Score: Raw -406811.731584 + Penalty 3869.084037 = -402942.647548
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32361.500000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32361.670000 sec): 3 clusters
  Score: Raw -77880.142017 + Penalty 3054.911313 = -74825.230704
  nChanged 70
		SP:Iteration 1F (32361.850000 sec): 3 clusters
  Score: Raw -78023.729954 + Penalty 3054.911313 = -74968.818641
  nChanged 18
		SP:Iteration 2Q (32362.020000 sec): 3 clusters
  Score: Raw -78074.668909 + Penalty 3054.911313 = -75019.757596
  nChanged 8
		SP:Iteration 3Q (32362.200000 sec): 3 clusters
  Score: Raw -78093.512083 + Penalty 3054.911313 = -75038.600770
  nChanged 7
		SP:Iteration 4Q (32362.380000 sec): 3 clusters
  Score: Raw -78119.359466 + Penalty 3054.911313 = -75064.448154
  nChanged 5
		SP:Iteration 5Q (32362.550000 sec): 3 clusters
  Score: Raw -78132.065541 + Penalty 3054.911313 = -75077.154228
  nChanged 1
		SP:Iteration 6Q (32362.730000 sec): 3 clusters
  Score: Raw -78133.740905 + Penalty 3054.911313 = -75078.829592
  nChanged 1
		SP:Iteration 7Q (32362.900000 sec): 3 clusters
  Score: Raw -78138.467847 + Penalty 3054.911313 = -75083.556534
  nChanged 2
		SP:Iteration 8Q (32363.080000 sec): 3 clusters
  Score: Raw -78144.026381 + Penalty 3054.911313 = -75089.115068
  nChanged 3
		SP:Iteration 9Q (32363.260000 sec): 3 clusters
  Score: Raw -78151.543096 + Penalty 3054.911313 = -75096.631783
  nChanged 0
		SP:Iteration 10F (32363.430000 sec): 3 clusters
  Score: Raw -78151.543096 + Penalty 3054.911313 = -75096.631783
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32363.570000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32363.780000 sec): 3 clusters
  Score: Raw -649262.610619 + Penalty 4072.626108 = -645189.984511
  nChanged 1346
		SP:Iteration 1F (32363.920000 sec): 3 clusters
  Score: Raw -650124.778005 + Penalty 4072.626108 = -646052.151897
  nChanged 281
		SP:Iteration 2F (32364.050000 sec): 3 clusters
  Score: Raw -650326.964981 + Penalty 4072.626108 = -646254.338873
  nChanged 192
		SP:Iteration 3F (32364.230000 sec): 3 clusters
  Score: Raw -650469.805483 + Penalty 4072.626108 = -646397.179375
  nChanged 141
		SP:Iteration 4Q (32364.400000 sec): 3 clusters
  Score: Raw -650572.933725 + Penalty 4072.626108 = -646500.307617
  nChanged 121
		SP:Iteration 5Q (32364.580000 sec): 3 clusters
  Score: Raw -650661.099319 + Penalty 4072.626108 = -646588.473211
  nChanged 106
		SP:Iteration 6Q (32364.760000 sec): 3 clusters
  Score: Raw -650737.750623 + Penalty 4072.626108 = -646665.124516
  nChanged 98
		SP:Iteration 7Q (32364.930000 sec): 3 clusters
  Score: Raw -650802.605801 + Penalty 4072.626108 = -646729.979693
  nChanged 97
		SP:Iteration 8Q (32365.110000 sec): 3 clusters
  Score: Raw -650867.746249 + Penalty 4072.626108 = -646795.120141
  nChanged 82
		SP:Iteration 9Q (32365.280000 sec): 3 clusters
  Score: Raw -650916.580864 + Penalty 4072.626108 = -646843.954756
  nChanged 65
		SP:Iteration 10Q (32365.460000 sec): 3 clusters
  Score: Raw -650960.704286 + Penalty 4072.626108 = -646888.078179
  nChanged 56
		SP:Iteration 11Q (32365.640000 sec): 3 clusters
  Score: Raw -650996.143753 + Penalty 4072.626108 = -646923.517645
  nChanged 45
		SP:Iteration 12Q (32365.810000 sec): 3 clusters
  Score: Raw -651019.838507 + Penalty 4072.626108 = -646947.212399
  nChanged 44
		SP:Iteration 13Q (32365.990000 sec): 3 clusters
  Score: Raw -651047.508182 + Penalty 4072.626108 = -646974.882075
  nChanged 47
		SP:Iteration 14Q (32366.160000 sec): 3 clusters
  Score: Raw -651077.008572 + Penalty 4072.626108 = -647004.382464
  nChanged 39
		SP:Iteration 15Q (32366.340000 sec): 3 clusters
  Score: Raw -651101.108529 + Penalty 4072.626108 = -647028.482422
  nChanged 39
		SP:Iteration 16Q (32366.510000 sec): 3 clusters
  Score: Raw -651122.370551 + Penalty 4072.626108 = -647049.744444
  nChanged 28
		SP:Iteration 17Q (32366.690000 sec): 3 clusters
  Score: Raw -651139.500172 + Penalty 4072.626108 = -647066.874065
  nChanged 28
		SP:Iteration 18Q (32366.860000 sec): 3 clusters
  Score: Raw -651154.052788 + Penalty 4072.626108 = -647081.426680
  nChanged 23
		SP:Iteration 19Q (32367.040000 sec): 3 clusters
  Score: Raw -651165.136261 + Penalty 4072.626108 = -647092.510153
  nChanged 25
		SP:Iteration 20F (32367.220000 sec): 3 clusters
  Score: Raw -651178.129305 + Penalty 4072.626108 = -647105.503197
  nChanged 29
		SP:Iteration 21Q (32367.390000 sec): 3 clusters
  Score: Raw -651192.850553 + Penalty 4072.626108 = -647120.224445
  nChanged 17
		SP:Iteration 22Q (32367.570000 sec): 3 clusters
  Score: Raw -651203.884569 + Penalty 4072.626108 = -647131.258461
  nChanged 19
		SP:Iteration 23Q (32367.740000 sec): 3 clusters
  Score: Raw -651215.703217 + Penalty 4072.626108 = -647143.077110
  nChanged 17
		SP:Iteration 24Q (32367.920000 sec): 3 clusters
  Score: Raw -651224.034433 + Penalty 4072.626108 = -647151.408325
  nChanged 13
		SP:Iteration 25Q (32368.090000 sec): 3 clusters
  Score: Raw -651232.205059 + Penalty 4072.626108 = -647159.578951
  nChanged 15
		SP:Iteration 26Q (32368.270000 sec): 3 clusters
  Score: Raw -651240.976627 + Penalty 4072.626108 = -647168.350519
  nChanged 10
		SP:Iteration 27Q (32368.450000 sec): 3 clusters
  Score: Raw -651248.404701 + Penalty 4072.626108 = -647175.778594
  nChanged 13
		SP:Iteration 28Q (32368.620000 sec): 3 clusters
  Score: Raw -651254.454676 + Penalty 4072.626108 = -647181.828568
  nChanged 14
		SP:Iteration 29Q (32368.800000 sec): 3 clusters
  Score: Raw -651263.232981 + Penalty 4072.626108 = -647190.606874
  nChanged 17
		SP:Iteration 30Q (32368.970000 sec): 3 clusters
  Score: Raw -651273.979800 + Penalty 4072.626108 = -647201.353693
  nChanged 16
		SP:Iteration 31Q (32369.150000 sec): 3 clusters
  Score: Raw -651285.885770 + Penalty 4072.626108 = -647213.259662
  nChanged 14
		SP:Iteration 32Q (32369.330000 sec): 3 clusters
  Score: Raw -651294.926923 + Penalty 4072.626108 = -647222.300815
  nChanged 12
		SP:Iteration 33Q (32369.530000 sec): 3 clusters
  Score: Raw -651301.995301 + Penalty 4072.626108 = -647229.369193
  nChanged 16
		SP:Iteration 34Q (32369.650000 sec): 3 clusters
  Score: Raw -651312.307789 + Penalty 4072.626108 = -647239.681681
  nChanged 15
		SP:Iteration 35Q (32369.810000 sec): 3 clusters
  Score: Raw -651319.237396 + Penalty 4072.626108 = -647246.611288
  nChanged 15
		SP:Iteration 36Q (32369.970000 sec): 3 clusters
  Score: Raw -651326.464843 + Penalty 4072.626108 = -647253.838735
  nChanged 7
		SP:Iteration 37Q (32370.130000 sec): 3 clusters
  Score: Raw -651328.937339 + Penalty 4072.626108 = -647256.311231
  nChanged 1
		SP:Iteration 38Q (32370.290000 sec): 3 clusters
  Score: Raw -651329.331297 + Penalty 4072.626108 = -647256.705190
  nChanged 4
		SP:Iteration 39Q (32370.450000 sec): 3 clusters
  Score: Raw -651330.906317 + Penalty 4072.626108 = -647258.280209
  nChanged 4
		SP:Iteration 40F (32370.630000 sec): 3 clusters
  Score: Raw -651332.696238 + Penalty 4072.626108 = -647260.070130
  nChanged 7
		SP:Iteration 41Q (32370.810000 sec): 3 clusters
  Score: Raw -651336.410993 + Penalty 4072.626108 = -647263.784885
  nChanged 3
		SP:Iteration 42Q (32370.980000 sec): 3 clusters
  Score: Raw -651338.069484 + Penalty 4072.626108 = -647265.443376
  nChanged 3
		SP:Iteration 43Q (32371.150000 sec): 3 clusters
  Score: Raw -651339.217865 + Penalty 4072.626108 = -647266.591758
  nChanged 1
		SP:Iteration 44Q (32371.330000 sec): 3 clusters
  Score: Raw -651339.778475 + Penalty 4072.626108 = -647267.152367
  nChanged 1
		SP:Iteration 45Q (32371.510000 sec): 3 clusters
  Score: Raw -651339.958477 + Penalty 4072.626108 = -647267.332370
  nChanged 1
		SP:Iteration 46Q (32371.680000 sec): 3 clusters
  Score: Raw -651340.123258 + Penalty 4072.626108 = -647267.497150
  nChanged 0
		SP:Iteration 47F (32371.860000 sec): 3 clusters
  Score: Raw -651340.123258 + Penalty 4072.626108 = -647267.497150
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32371.940000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32372.120000 sec): 3 clusters
  Score: Raw -191486.596239 + Penalty 3494.272938 = -187992.323301
  nChanged 306
		SP:Iteration 1F (32372.290000 sec): 3 clusters
  Score: Raw -191846.527230 + Penalty 3494.272938 = -188352.254292
  nChanged 95
		SP:Iteration 2F (32372.470000 sec): 3 clusters
  Score: Raw -191958.557872 + Penalty 3494.272938 = -188464.284934
  nChanged 44
		SP:Iteration 3Q (32372.650000 sec): 3 clusters
  Score: Raw -192012.200866 + Penalty 3494.272938 = -188517.927928
  nChanged 25
		SP:Iteration 4Q (32372.820000 sec): 3 clusters
  Score: Raw -192043.820525 + Penalty 3494.272938 = -188549.547587
  nChanged 20
		SP:Iteration 5Q (32373.000000 sec): 3 clusters
  Score: Raw -192070.803511 + Penalty 3494.272938 = -188576.530573
  nChanged 16
		SP:Iteration 6Q (32373.170000 sec): 3 clusters
  Score: Raw -192088.050533 + Penalty 3494.272938 = -188593.777595
  nChanged 10
		SP:Iteration 7Q (32373.350000 sec): 3 clusters
  Score: Raw -192100.236323 + Penalty 3494.272938 = -188605.963385
  nChanged 8
		SP:Iteration 8Q (32373.530000 sec): 3 clusters
  Score: Raw -192117.340277 + Penalty 3494.272938 = -188623.067338
  nChanged 13
		SP:Iteration 9Q (32373.700000 sec): 3 clusters
  Score: Raw -192138.169689 + Penalty 3494.272938 = -188643.896751
  nChanged 11
		SP:Iteration 10Q (32373.880000 sec): 3 clusters
  Score: Raw -192148.119718 + Penalty 3494.272938 = -188653.846780
  nChanged 7
		SP:Iteration 11Q (32374.050000 sec): 3 clusters
  Score: Raw -192156.693545 + Penalty 3494.272938 = -188662.420607
  nChanged 8
		SP:Iteration 12Q (32374.230000 sec): 3 clusters
  Score: Raw -192167.759224 + Penalty 3494.272938 = -188673.486286
  nChanged 8
		SP:Iteration 13Q (32374.400000 sec): 3 clusters
  Score: Raw -192177.044378 + Penalty 3494.272938 = -188682.771440
  nChanged 5
		SP:Iteration 14Q (32374.570000 sec): 3 clusters
  Score: Raw -192182.980820 + Penalty 3494.272938 = -188688.707882
  nChanged 4
		SP:Iteration 15Q (32374.750000 sec): 3 clusters
  Score: Raw -192186.500785 + Penalty 3494.272938 = -188692.227847
  nChanged 2
		SP:Iteration 16Q (32374.920000 sec): 3 clusters
  Score: Raw -192188.119566 + Penalty 3494.272938 = -188693.846628
  nChanged 6
		SP:Iteration 17Q (32375.010000 sec): 3 clusters
  Score: Raw -192193.733531 + Penalty 3494.272938 = -188699.460593
  nChanged 4
		SP:Iteration 18Q (32375.040000 sec): 3 clusters
  Score: Raw -192200.849577 + Penalty 3494.272938 = -188706.576639
  nChanged 10
		SP:Iteration 19Q (32375.070000 sec): 3 clusters
  Score: Raw -192216.678628 + Penalty 3494.272938 = -188722.405690
  nChanged 8
		SP:Iteration 20F (32375.110000 sec): 3 clusters
  Score: Raw -192227.640499 + Penalty 3494.272938 = -188733.367561
  nChanged 6
		SP:Iteration 21Q (32375.140000 sec): 3 clusters
  Score: Raw -192235.401278 + Penalty 3494.272938 = -188741.128340
  nChanged 9
		SP:Iteration 22Q (32375.170000 sec): 3 clusters
  Score: Raw -192246.177382 + Penalty 3494.272938 = -188751.904444
  nChanged 9
		SP:Iteration 23Q (32375.210000 sec): 3 clusters
  Score: Raw -192253.634923 + Penalty 3494.272938 = -188759.361985
  nChanged 4
		SP:Iteration 24Q (32375.240000 sec): 3 clusters
  Score: Raw -192257.650744 + Penalty 3494.272938 = -188763.377806
  nChanged 3
		SP:Iteration 25Q (32375.270000 sec): 3 clusters
  Score: Raw -192259.315243 + Penalty 3494.272938 = -188765.042305
  nChanged 2
		SP:Iteration 26Q (32375.310000 sec): 3 clusters
  Score: Raw -192260.272648 + Penalty 3494.272938 = -188765.999710
  nChanged 0
		SP:Iteration 27F (32375.340000 sec): 3 clusters
  Score: Raw -192260.272648 + Penalty 3494.272938 = -188765.999710
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32375.370000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32375.380000 sec): 3 clusters
  Score: Raw -20959.820156 + Penalty 2458.090221 = -18501.729936
  nChanged 8
		SP:Iteration 1F (32375.380000 sec): 3 clusters
  Score: Raw -21003.239099 + Penalty 2458.090221 = -18545.148879
  nChanged 3
		SP:Iteration 2Q (32375.390000 sec): 3 clusters
  Score: Raw -21019.373179 + Penalty 2458.090221 = -18561.282958
  nChanged 0
		SP:Iteration 3F (32375.400000 sec): 3 clusters
  Score: Raw -21019.373179 + Penalty 2458.090221 = -18561.282958
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32375.430000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32375.440000 sec): 3 clusters
  Score: Raw -52766.217848 + Penalty 2857.977486 = -49908.240362
  nChanged 36
		SP:Iteration 1F (32375.450000 sec): 3 clusters
  Score: Raw -52862.279238 + Penalty 2857.977486 = -50004.301752
  nChanged 10
		SP:Iteration 2Q (32375.470000 sec): 3 clusters
  Score: Raw -52890.351735 + Penalty 2857.977486 = -50032.374249
  nChanged 5
		SP:Iteration 3Q (32375.480000 sec): 3 clusters
  Score: Raw -52905.089708 + Penalty 2857.977486 = -50047.112222
  nChanged 0
		SP:Iteration 4F (32375.500000 sec): 3 clusters
  Score: Raw -52905.089708 + Penalty 2857.977486 = -50047.112222
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32375.530000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32375.550000 sec): 3 clusters
  Score: Raw -68455.184581 + Penalty 3139.541569 = -65315.643012
  nChanged 123
		SP:Iteration 1F (32375.570000 sec): 3 clusters
  Score: Raw -68725.925416 + Penalty 3139.541569 = -65586.383847
  nChanged 30
		SP:Iteration 2F (32375.600000 sec): 3 clusters
  Score: Raw -68799.779386 + Penalty 3139.541569 = -65660.237817
  nChanged 24
		SP:Iteration 3Q (32375.620000 sec): 3 clusters
  Score: Raw -68861.345023 + Penalty 3139.541569 = -65721.803454
  nChanged 17
		SP:Iteration 4Q (32375.650000 sec): 3 clusters
  Score: Raw -68893.646094 + Penalty 3139.541569 = -65754.104525
  nChanged 9
		SP:Iteration 5Q (32375.670000 sec): 3 clusters
  Score: Raw -68912.189266 + Penalty 3139.541569 = -65772.647697
  nChanged 8
		SP:Iteration 6Q (32375.690000 sec): 3 clusters
  Score: Raw -68935.400612 + Penalty 3139.541569 = -65795.859043
  nChanged 3
		SP:Iteration 7Q (32375.710000 sec): 3 clusters
  Score: Raw -68938.205316 + Penalty 3139.541569 = -65798.663747
  nChanged 1
		SP:Iteration 8Q (32375.740000 sec): 3 clusters
  Score: Raw -68938.920604 + Penalty 3139.541569 = -65799.379034
  nChanged 1
		SP:Iteration 9Q (32375.760000 sec): 3 clusters
  Score: Raw -68939.638285 + Penalty 3139.541569 = -65800.096716
  nChanged 0
		SP:Iteration 10F (32375.910000 sec): 3 clusters
  Score: Raw -68939.638285 + Penalty 3139.541569 = -65800.096716
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32375.990000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32376.170000 sec): 3 clusters
  Score: Raw -23104.983055 + Penalty 2471.868884 = -20633.114171
  nChanged 6
		SP:Iteration 1Q (32376.350000 sec): 3 clusters
  Score: Raw -23141.409257 + Penalty 2471.868884 = -20669.540373
  nChanged 0
		SP:Iteration 2F (32376.520000 sec): 3 clusters
  Score: Raw -23141.409257 + Penalty 2471.868884 = -20669.540373
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32376.610000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32376.790000 sec): 3 clusters
  Score: Raw -95116.407745 + Penalty 3167.892142 = -91948.515602
  nChanged 106
		SP:Iteration 1F (32376.960000 sec): 3 clusters
  Score: Raw -95352.666098 + Penalty 3167.892142 = -92184.773956
  nChanged 29
		SP:Iteration 2Q (32377.140000 sec): 3 clusters
  Score: Raw -95428.459970 + Penalty 3167.892142 = -92260.567828
  nChanged 19
		SP:Iteration 3Q (32377.310000 sec): 3 clusters
  Score: Raw -95474.698914 + Penalty 3167.892142 = -92306.806772
  nChanged 13
		SP:Iteration 4Q (32377.490000 sec): 3 clusters
  Score: Raw -95503.692338 + Penalty 3167.892142 = -92335.800195
  nChanged 12
		SP:Iteration 5Q (32377.670000 sec): 3 clusters
  Score: Raw -95525.765466 + Penalty 3167.892142 = -92357.873324
  nChanged 6
		SP:Iteration 6Q (32377.840000 sec): 3 clusters
  Score: Raw -95540.469303 + Penalty 3167.892142 = -92372.577160
  nChanged 4
		SP:Iteration 7Q (32378.020000 sec): 3 clusters
  Score: Raw -95553.723861 + Penalty 3167.892142 = -92385.831718
  nChanged 5
		SP:Iteration 8Q (32378.190000 sec): 3 clusters
  Score: Raw -95566.113177 + Penalty 3167.892142 = -92398.221034
  nChanged 3
		SP:Iteration 9Q (32378.370000 sec): 3 clusters
  Score: Raw -95581.600198 + Penalty 3167.892142 = -92413.708056
  nChanged 7
		SP:Iteration 10Q (32378.550000 sec): 3 clusters
  Score: Raw -95620.616282 + Penalty 3167.892142 = -92452.724139
  nChanged 5
		SP:Iteration 11Q (32378.720000 sec): 3 clusters
  Score: Raw -95638.417981 + Penalty 3167.892142 = -92470.525839
  nChanged 7
		SP:Iteration 12Q (32378.890000 sec): 3 clusters
  Score: Raw -95679.215252 + Penalty 3167.892142 = -92511.323110
  nChanged 12
		SP:Iteration 13Q (32379.070000 sec): 3 clusters
  Score: Raw -95711.382790 + Penalty 3167.892142 = -92543.490648
  nChanged 8
		SP:Iteration 14Q (32379.250000 sec): 3 clusters
  Score: Raw -95730.694674 + Penalty 3167.892142 = -92562.802532
  nChanged 9
		SP:Iteration 15Q (32379.420000 sec): 3 clusters
  Score: Raw -95749.995977 + Penalty 3167.892142 = -92582.103835
  nChanged 6
		SP:Iteration 16Q (32379.600000 sec): 3 clusters
  Score: Raw -95775.469411 + Penalty 3167.892142 = -92607.577269
  nChanged 7
		SP:Iteration 17Q (32379.770000 sec): 3 clusters
  Score: Raw -95804.332361 + Penalty 3167.892142 = -92636.440219
  nChanged 9
		SP:Iteration 18Q (32379.950000 sec): 3 clusters
  Score: Raw -95831.666780 + Penalty 3167.892142 = -92663.774637
  nChanged 5
		SP:Iteration 19Q (32380.130000 sec): 3 clusters
  Score: Raw -95848.766496 + Penalty 3167.892142 = -92680.874354
  nChanged 7
		SP:Iteration 20F (32380.300000 sec): 3 clusters
  Score: Raw -95884.552544 + Penalty 3167.892142 = -92716.660402
  nChanged 11
		SP:Iteration 21Q (32380.480000 sec): 3 clusters
  Score: Raw -95913.461470 + Penalty 3167.892142 = -92745.569328
  nChanged 8
		SP:Iteration 22Q (32380.650000 sec): 3 clusters
  Score: Raw -95935.283825 + Penalty 3167.892142 = -92767.391683
  nChanged 6
		SP:Iteration 23Q (32380.830000 sec): 3 clusters
  Score: Raw -95949.734477 + Penalty 3167.892142 = -92781.842334
  nChanged 5
		SP:Iteration 24Q (32381.010000 sec): 3 clusters
  Score: Raw -95961.031590 + Penalty 3167.892142 = -92793.139447
  nChanged 3
		SP:Iteration 25Q (32381.160000 sec): 3 clusters
  Score: Raw -95967.939280 + Penalty 3167.892142 = -92800.047138
  nChanged 0
		SP:Iteration 26F (32381.310000 sec): 3 clusters
  Score: Raw -95967.939280 + Penalty 3167.892142 = -92800.047138
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32381.400000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32381.580000 sec): 3 clusters
  Score: Raw -43870.191051 + Penalty 2789.512683 = -41080.678368
  nChanged 30
		SP:Iteration 1F (32381.750000 sec): 3 clusters
  Score: Raw -43953.939830 + Penalty 2789.512683 = -41164.427146
  nChanged 15
		SP:Iteration 2F (32381.930000 sec): 3 clusters
  Score: Raw -44008.467948 + Penalty 2789.512683 = -41218.955265
  nChanged 8
		SP:Iteration 3Q (32382.110000 sec): 3 clusters
  Score: Raw -44046.180858 + Penalty 2789.512683 = -41256.668174
  nChanged 9
		SP:Iteration 4Q (32382.280000 sec): 3 clusters
  Score: Raw -44099.790479 + Penalty 2789.512683 = -41310.277796
  nChanged 3
		SP:Iteration 5Q (32382.450000 sec): 3 clusters
  Score: Raw -44107.679610 + Penalty 2789.512683 = -41318.166927
  nChanged 4
		SP:Iteration 6Q (32382.630000 sec): 3 clusters
  Score: Raw -44120.927471 + Penalty 2789.512683 = -41331.414788
  nChanged 5
		SP:Iteration 7Q (32382.810000 sec): 3 clusters
  Score: Raw -44133.473636 + Penalty 2789.512683 = -41343.960953
  nChanged 4
		SP:Iteration 8Q (32382.980000 sec): 3 clusters
  Score: Raw -44156.470618 + Penalty 2789.512683 = -41366.957934
  nChanged 3
		SP:Iteration 9Q (32383.160000 sec): 3 clusters
  Score: Raw -44192.207991 + Penalty 2789.512683 = -41402.695308
  nChanged 2
		SP:Iteration 10Q (32383.330000 sec): 3 clusters
  Score: Raw -44213.775602 + Penalty 2789.512683 = -41424.262919
  nChanged 0
		SP:Iteration 11F (32383.510000 sec): 3 clusters
  Score: Raw -44214.555637 + Penalty 2789.512683 = -41425.042954
  nChanged 1
		SP:Iteration 12Q (32383.670000 sec): 3 clusters
  Score: Raw -44219.663818 + Penalty 2789.512683 = -41430.151135
  nChanged 2
		SP:Iteration 13Q (32383.840000 sec): 3 clusters
  Score: Raw -44224.687427 + Penalty 2789.512683 = -41435.174744
  nChanged 1
		SP:Iteration 14Q (32384.000000 sec): 3 clusters
  Score: Raw -44226.384704 + Penalty 2789.512683 = -41436.872021
  nChanged 0
		SP:Iteration 15F (32384.170000 sec): 3 clusters
  Score: Raw -44226.384704 + Penalty 2789.512683 = -41436.872021
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32384.250000 sec): 2 clusters
  Score: Raw -184300.939179 + Penalty 1745.182848 = -182555.756330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32384.430000 sec): 3 clusters
  Score: Raw -184038.512285 + Penalty 3490.365697 = -180548.146588
  nChanged 307
		SP:Iteration 1F (32384.600000 sec): 3 clusters
  Score: Raw -184412.000912 + Penalty 3490.365697 = -180921.635215
  nChanged 93
		SP:Iteration 2F (32384.780000 sec): 3 clusters
  Score: Raw -184552.250144 + Penalty 3490.365697 = -181061.884447
  nChanged 50
		SP:Iteration 3Q (32384.950000 sec): 3 clusters
  Score: Raw -184647.248052 + Penalty 3490.365697 = -181156.882355
  nChanged 39
		SP:Iteration 4Q (32385.130000 sec): 3 clusters
  Score: Raw -184736.539542 + Penalty 3490.365697 = -181246.173845
  nChanged 39
		SP:Iteration 5Q (32385.310000 sec): 3 clusters
  Score: Raw -184824.135348 + Penalty 3490.365697 = -181333.769651
  nChanged 34
		SP:Iteration 6Q (32385.480000 sec): 3 clusters
  Score: Raw -184900.705308 + Penalty 3490.365697 = -181410.339611
  nChanged 38
		SP:Iteration 7Q (32385.660000 sec): 3 clusters
  Score: Raw -185005.131105 + Penalty 3490.365697 = -181514.765408
  nChanged 49
		SP:Iteration 8Q (32385.830000 sec): 3 clusters
  Score: Raw -185085.002936 + Penalty 3490.365697 = -181594.637240
  nChanged 31
		SP:Iteration 9Q (32386.010000 sec): 3 clusters
  Score: Raw -185139.166617 + Penalty 3490.365697 = -181648.800920
  nChanged 34
		SP:Iteration 10Q (32386.190000 sec): 3 clusters
  Score: Raw -185198.103128 + Penalty 3490.365697 = -181707.737431
  nChanged 25
		SP:Iteration 11Q (32386.360000 sec): 3 clusters
  Score: Raw -185247.665111 + Penalty 3490.365697 = -181757.299414
  nChanged 19
		SP:Iteration 12Q (32386.540000 sec): 3 clusters
  Score: Raw -185272.507900 + Penalty 3490.365697 = -181782.142203
  nChanged 19
		SP:Iteration 13Q (32386.710000 sec): 3 clusters
  Score: Raw -185300.263953 + Penalty 3490.365697 = -181809.898256
  nChanged 7
		SP:Iteration 14Q (32386.890000 sec): 3 clusters
  Score: Raw -185308.397948 + Penalty 3490.365697 = -181818.032251
  nChanged 6
		SP:Iteration 15Q (32387.060000 sec): 3 clusters
  Score: Raw -185316.054814 + Penalty 3490.365697 = -181825.689117
  nChanged 4
		SP:Iteration 16Q (32387.240000 sec): 3 clusters
  Score: Raw -185318.999467 + Penalty 3490.365697 = -181828.633770
  nChanged 5
		SP:Iteration 17Q (32387.410000 sec): 3 clusters
  Score: Raw -185323.306855 + Penalty 3490.365697 = -181832.941158
  nChanged 3
		SP:Iteration 18Q (32387.590000 sec): 3 clusters
  Score: Raw -185326.101816 + Penalty 3490.365697 = -181835.736119
  nChanged 2
		SP:Iteration 19Q (32387.770000 sec): 3 clusters
  Score: Raw -185327.320736 + Penalty 3490.365697 = -181836.955039
  nChanged 0
		SP:Iteration 20F (32387.940000 sec): 3 clusters
  Score: Raw -185327.320736 + Penalty 3490.365697 = -181836.955039
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32388.030000 sec): 2 clusters
  Score: Raw -46147.085614 + Penalty 1454.884078 = -44692.201536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32388.210000 sec): 3 clusters
  Score: Raw -46552.872473 + Penalty 2909.768156 = -43643.104317
  nChanged 94
		SP:Iteration 1F (32388.380000 sec): 3 clusters
  Score: Raw -46843.597282 + Penalty 2909.768156 = -43933.829126
  nChanged 19
		SP:Iteration 2F (32388.560000 sec): 3 clusters
  Score: Raw -46896.050203 + Penalty 2909.768156 = -43986.282047
  nChanged 10
		SP:Iteration 3Q (32388.730000 sec): 3 clusters
  Score: Raw -46942.418764 + Penalty 2909.768156 = -44032.650608
  nChanged 9
		SP:Iteration 4Q (32388.910000 sec): 3 clusters
  Score: Raw -46972.763690 + Penalty 2909.768156 = -44062.995534
  nChanged 6
		SP:Iteration 5Q (32389.090000 sec): 3 clusters
  Score: Raw -46982.199059 + Penalty 2909.768156 = -44072.430903
  nChanged 6
		SP:Iteration 6Q (32389.260000 sec): 3 clusters
  Score: Raw -46991.728610 + Penalty 2909.768156 = -44081.960453
  nChanged 2
		SP:Iteration 7Q (32389.440000 sec): 3 clusters
  Score: Raw -46993.565532 + Penalty 2909.768156 = -44083.797376
  nChanged 1
		SP:Iteration 8Q (32389.610000 sec): 3 clusters
  Score: Raw -46995.025854 + Penalty 2909.768156 = -44085.257697
  nChanged 0
		SP:Iteration 9F (32389.790000 sec): 3 clusters
  Score: Raw -46995.025854 + Penalty 2909.768156 = -44085.257697
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (32389.880000 sec): 2 clusters
  Score: Raw -85684.009435 + Penalty 1587.263846 = -84096.745589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (32390.050000 sec): 3 clusters
  Score: Raw -85726.729407 + Penalty 3174.527693 = -82552.201714
  nChanged 116
		SP:Iteration 1F (32390.230000 sec): 3 clusters
  Score: Raw -85973.168104 + Penalty 3174.527693 = -82798.640411
  nChanged 51
		SP:Iteration 2F (32390.410000 sec): 3 clusters
  Score: Raw -86107.586624 + Penalty 3174.527693 = -82933.058931
  nChanged 22
		SP:Iteration 3Q (32390.580000 sec): 3 clusters
  Score: Raw -86157.845365 + Penalty 3174.527693 = -82983.317673
  nChanged 12
		SP:Iteration 4Q (32390.760000 sec): 3 clusters
  Score: Raw -86211.715125 + Penalty 3174.527693 = -83037.187432
  nChanged 20
		SP:Iteration 5Q (32390.930000 sec): 3 clusters
  Score: Raw -86330.806039 + Penalty 3174.527693 = -83156.278346
  nChanged 23
		SP:Iteration 6Q (32391.110000 sec): 3 clusters
  Score: Raw -86448.394518 + Penalty 3174.527693 = -83273.866826
  nChanged 18
		SP:Iteration 7Q (32391.330000 sec): 3 clusters
  Score: Raw -86508.444637 + Penalty 3174.527693 = -83333.916944
  nChanged 8
		SP:Iteration 8Q (32391.500000 sec): 3 clusters
  Score: Raw -86532.818574 + Penalty 3174.527693 = -83358.290881
  nChanged 9
		SP:Iteration 9Q (32391.670000 sec): 3 clusters
  Score: Raw -86557.198774 + Penalty 3174.527693 = -83382.671081
  nChanged 7
		SP:Iteration 10Q (32391.850000 sec): 3 clusters
  Score: Raw -86580.277553 + Penalty 3174.527693 = -83405.749861
  nChanged 4
		SP:Iteration 11Q (32392.020000 sec): 3 clusters
  Score: Raw -86596.435969 + Penalty 3174.527693 = -83421.908276
  nChanged 1
		SP:Iteration 12Q (32392.200000 sec): 3 clusters
  Score: Raw -86597.594670 + Penalty 3174.527693 = -83423.066977
  nChanged 1
		SP:Iteration 13Q (32392.370000 sec): 3 clusters
  Score: Raw -86599.056962 + Penalty 3174.527693 = -83424.529269
  nChanged 2
		SP:Iteration 14Q (32392.550000 sec): 3 clusters
  Score: Raw -86604.369395 + Penalty 3174.527693 = -83429.841702
  nChanged 1
		SP:Iteration 15Q (32392.670000 sec): 3 clusters
  Score: Raw -86606.206558 + Penalty 3174.527693 = -83431.678865
  nChanged 1
		SP:Iteration 16Q (32392.850000 sec): 3 clusters
  Score: Raw -86607.943546 + Penalty 3174.527693 = -83433.415853
  nChanged 2
		SP:Iteration 17Q (32393.030000 sec): 3 clusters
  Score: Raw -86613.401996 + Penalty 3174.527693 = -83438.874303
  nChanged 2
		SP:Iteration 18Q (32393.200000 sec): 3 clusters
  Score: Raw -86617.692277 + Penalty 3174.527693 = -83443.164585
  nChanged 1
		SP:Iteration 19Q (32393.420000 sec): 3 clusters
  Score: Raw -86620.819542 + Penalty 3174.527693 = -83446.291849
  nChanged 0
		SP:Iteration 20F (32393.590000 sec): 3 clusters
  Score: Raw -86620.819542 + Penalty 3174.527693 = -83446.291849
  nChanged 0
Deleting Class 31 (465 points): Lose 3064.051537 but Gain 3262.464713
Iteration 449F (32506.490000 sec): 60 clusters
  Score: Raw -91407747.017679 + Penalty 192485.418085 = -91215261.599595
  nChanged 433
Iteration 450F (32616.740000 sec): 60 clusters
  Score: Raw -91408908.774525 + Penalty 192485.418085 = -91216423.356441
  nChanged 27
Iteration 451Q (32693.730000 sec): 60 clusters
  Score: Raw -91408932.389528 + Penalty 192485.418085 = -91216446.971443
  nChanged 7
Iteration 452Q (32770.830000 sec): 60 clusters
  Score: Raw -91408943.264562 + Penalty 192485.418085 = -91216457.846477
  nChanged 2
Iteration 453Q (32846.670000 sec): 60 clusters
  Score: Raw -91408947.754583 + Penalty 192485.418085 = -91216462.336498
  nChanged 3
Iteration 454Q (32924.870000 sec): 60 clusters
  Score: Raw -91408952.120395 + Penalty 192485.418085 = -91216466.702310
  nChanged 2
Iteration 455Q (33003.530000 sec): 60 clusters
  Score: Raw -91408955.239614 + Penalty 192485.418085 = -91216469.821530
  nChanged 0
Iteration 456F (33115.720000 sec): 60 clusters
  Score: Raw -91408955.239614 + Penalty 192485.418085 = -91216469.821530
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408955.239614 + Penalty 192485.418085 = -91216469.821530
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33115.750000 sec): 2 clusters
  Score: Raw -47382.080999 + Penalty 1467.885676 = -45914.195324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33115.850000 sec): 3 clusters
  Score: Raw -47495.411662 + Penalty 2935.771352 = -44559.640310
  nChanged 57
		SP:Iteration 1F (33115.860000 sec): 3 clusters
  Score: Raw -47659.425279 + Penalty 2935.771352 = -44723.653927
  nChanged 25
		SP:Iteration 2F (33115.880000 sec): 3 clusters
  Score: Raw -47768.229575 + Penalty 2935.771352 = -44832.458223
  nChanged 22
		SP:Iteration 3F (33115.900000 sec): 3 clusters
  Score: Raw -47869.004140 + Penalty 2935.771352 = -44933.232788
  nChanged 16
		SP:Iteration 4Q (33115.910000 sec): 3 clusters
  Score: Raw -47938.898055 + Penalty 2935.771352 = -45003.126703
  nChanged 12
		SP:Iteration 5Q (33115.920000 sec): 3 clusters
  Score: Raw -47994.840085 + Penalty 2935.771352 = -45059.068733
  nChanged 10
		SP:Iteration 6Q (33115.940000 sec): 3 clusters
  Score: Raw -48062.623530 + Penalty 2935.771352 = -45126.852178
  nChanged 7
		SP:Iteration 7Q (33115.960000 sec): 3 clusters
  Score: Raw -48128.293364 + Penalty 2935.771352 = -45192.522012
  nChanged 7
		SP:Iteration 8Q (33115.970000 sec): 3 clusters
  Score: Raw -48170.493872 + Penalty 2935.771352 = -45234.722520
  nChanged 3
		SP:Iteration 9Q (33115.980000 sec): 3 clusters
  Score: Raw -48184.059438 + Penalty 2935.771352 = -45248.288087
  nChanged 2
		SP:Iteration 10Q (33116.000000 sec): 3 clusters
  Score: Raw -48189.325523 + Penalty 2935.771352 = -45253.554171
  nChanged 2
		SP:Iteration 11Q (33116.020000 sec): 3 clusters
  Score: Raw -48194.568102 + Penalty 2935.771352 = -45258.796750
  nChanged 1
		SP:Iteration 12Q (33116.030000 sec): 3 clusters
  Score: Raw -48199.001490 + Penalty 2935.771352 = -45263.230138
  nChanged 1
		SP:Iteration 13Q (33116.050000 sec): 3 clusters
  Score: Raw -48216.083095 + Penalty 2935.771352 = -45280.311743
  nChanged 2
		SP:Iteration 14Q (33116.060000 sec): 3 clusters
  Score: Raw -48222.127329 + Penalty 2935.771352 = -45286.355978
  nChanged 0
		SP:Iteration 15F (33116.080000 sec): 3 clusters
  Score: Raw -48225.922800 + Penalty 2935.771352 = -45290.151448
  nChanged 1
		SP:Iteration 16Q (33116.090000 sec): 3 clusters
  Score: Raw -48249.706507 + Penalty 2935.771352 = -45313.935155
  nChanged 1
		SP:Iteration 17Q (33116.110000 sec): 3 clusters
  Score: Raw -48251.304250 + Penalty 2935.771352 = -45315.532898
  nChanged 1
		SP:Iteration 18Q (33116.120000 sec): 3 clusters
  Score: Raw -48254.338341 + Penalty 2935.771352 = -45318.566989
  nChanged 0
		SP:Iteration 19F (33116.140000 sec): 3 clusters
  Score: Raw -48254.338341 + Penalty 2935.771352 = -45318.566989
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33116.170000 sec): 2 clusters
  Score: Raw -77326.153581 + Penalty 1532.130140 = -75794.023440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33116.190000 sec): 3 clusters
  Score: Raw -77383.972519 + Penalty 3064.260281 = -74319.712239
  nChanged 100
		SP:Iteration 1F (33116.220000 sec): 3 clusters
  Score: Raw -77589.302517 + Penalty 3064.260281 = -74525.042236
  nChanged 21
		SP:Iteration 2Q (33116.240000 sec): 3 clusters
  Score: Raw -77637.390385 + Penalty 3064.260281 = -74573.130104
  nChanged 12
		SP:Iteration 3Q (33116.260000 sec): 3 clusters
  Score: Raw -77680.213496 + Penalty 3064.260281 = -74615.953215
  nChanged 11
		SP:Iteration 4Q (33116.280000 sec): 3 clusters
  Score: Raw -77709.590462 + Penalty 3064.260281 = -74645.330181
  nChanged 7
		SP:Iteration 5Q (33116.300000 sec): 3 clusters
  Score: Raw -77731.658782 + Penalty 3064.260281 = -74667.398502
  nChanged 6
		SP:Iteration 6Q (33116.330000 sec): 3 clusters
  Score: Raw -77761.132673 + Penalty 3064.260281 = -74696.872392
  nChanged 5
		SP:Iteration 7Q (33116.350000 sec): 3 clusters
  Score: Raw -77776.385352 + Penalty 3064.260281 = -74712.125072
  nChanged 10
		SP:Iteration 8Q (33116.370000 sec): 3 clusters
  Score: Raw -77807.216217 + Penalty 3064.260281 = -74742.955936
  nChanged 12
		SP:Iteration 9Q (33116.400000 sec): 3 clusters
  Score: Raw -77847.167036 + Penalty 3064.260281 = -74782.906756
  nChanged 6
		SP:Iteration 10Q (33116.420000 sec): 3 clusters
  Score: Raw -77872.599709 + Penalty 3064.260281 = -74808.339429
  nChanged 3
		SP:Iteration 11Q (33116.440000 sec): 3 clusters
  Score: Raw -77879.693435 + Penalty 3064.260281 = -74815.433155
  nChanged 0
		SP:Iteration 12F (33116.460000 sec): 3 clusters
  Score: Raw -77879.693435 + Penalty 3064.260281 = -74815.433155
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33116.510000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33116.540000 sec): 3 clusters
  Score: Raw -221774.735973 + Penalty 3514.607126 = -218260.128847
  nChanged 317
		SP:Iteration 1F (33116.580000 sec): 3 clusters
  Score: Raw -222105.052842 + Penalty 3514.607126 = -218590.445716
  nChanged 76
		SP:Iteration 2F (33116.610000 sec): 3 clusters
  Score: Raw -222197.684186 + Penalty 3514.607126 = -218683.077060
  nChanged 37
		SP:Iteration 3Q (33116.640000 sec): 3 clusters
  Score: Raw -222234.187832 + Penalty 3514.607126 = -218719.580706
  nChanged 16
		SP:Iteration 4Q (33116.670000 sec): 3 clusters
  Score: Raw -222254.063542 + Penalty 3514.607126 = -218739.456415
  nChanged 12
		SP:Iteration 5Q (33116.700000 sec): 3 clusters
  Score: Raw -222268.237460 + Penalty 3514.607126 = -218753.630334
  nChanged 8
		SP:Iteration 6Q (33116.740000 sec): 3 clusters
  Score: Raw -222278.048807 + Penalty 3514.607126 = -218763.441680
  nChanged 8
		SP:Iteration 7Q (33116.770000 sec): 3 clusters
  Score: Raw -222287.582879 + Penalty 3514.607126 = -218772.975752
  nChanged 5
		SP:Iteration 8Q (33116.800000 sec): 3 clusters
  Score: Raw -222291.442792 + Penalty 3514.607126 = -218776.835665
  nChanged 3
		SP:Iteration 9Q (33116.830000 sec): 3 clusters
  Score: Raw -222294.113404 + Penalty 3514.607126 = -218779.506278
  nChanged 2
		SP:Iteration 10Q (33116.860000 sec): 3 clusters
  Score: Raw -222297.404618 + Penalty 3514.607126 = -218782.797492
  nChanged 4
		SP:Iteration 11Q (33116.900000 sec): 3 clusters
  Score: Raw -222300.774278 + Penalty 3514.607126 = -218786.167152
  nChanged 2
		SP:Iteration 12Q (33116.930000 sec): 3 clusters
  Score: Raw -222302.408619 + Penalty 3514.607126 = -218787.801492
  nChanged 1
		SP:Iteration 13Q (33116.960000 sec): 3 clusters
  Score: Raw -222305.673420 + Penalty 3514.607126 = -218791.066294
  nChanged 1
		SP:Iteration 14Q (33117.000000 sec): 3 clusters
  Score: Raw -222306.331275 + Penalty 3514.607126 = -218791.724149
  nChanged 2
		SP:Iteration 15Q (33117.030000 sec): 3 clusters
  Score: Raw -222309.788771 + Penalty 3514.607126 = -218795.181644
  nChanged 3
		SP:Iteration 16Q (33117.060000 sec): 3 clusters
  Score: Raw -222313.295332 + Penalty 3514.607126 = -218798.688206
  nChanged 2
		SP:Iteration 17Q (33117.090000 sec): 3 clusters
  Score: Raw -222314.837936 + Penalty 3514.607126 = -218800.230810
  nChanged 2
		SP:Iteration 18Q (33117.120000 sec): 3 clusters
  Score: Raw -222317.721869 + Penalty 3514.607126 = -218803.114743
  nChanged 4
		SP:Iteration 19Q (33117.160000 sec): 3 clusters
  Score: Raw -222321.937650 + Penalty 3514.607126 = -218807.330524
  nChanged 2
		SP:Iteration 20F (33117.190000 sec): 3 clusters
  Score: Raw -222323.257893 + Penalty 3514.607126 = -218808.650766
  nChanged 1
		SP:Iteration 21Q (33117.220000 sec): 3 clusters
  Score: Raw -222325.055490 + Penalty 3514.607126 = -218810.448364
  nChanged 0
		SP:Iteration 22F (33117.250000 sec): 3 clusters
  Score: Raw -222325.055490 + Penalty 3514.607126 = -218810.448364
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33117.280000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33117.290000 sec): 3 clusters
  Score: Raw -26996.837318 + Penalty 2544.429763 = -24452.407556
  nChanged 8
		SP:Iteration 1Q (33117.300000 sec): 3 clusters
  Score: Raw -27036.327680 + Penalty 2544.429763 = -24491.897918
  nChanged 2
		SP:Iteration 2Q (33117.310000 sec): 3 clusters
  Score: Raw -27046.650610 + Penalty 2544.429763 = -24502.220847
  nChanged 0
		SP:Iteration 3F (33117.320000 sec): 3 clusters
  Score: Raw -27046.650610 + Penalty 2544.429763 = -24502.220847
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33117.400000 sec): 2 clusters
  Score: Raw -903923.141202 + Penalty 2117.903304 = -901805.237897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33117.540000 sec): 3 clusters
  Score: Raw -901471.473829 + Penalty 4235.806608 = -897235.667220
  nChanged 1955
		SP:Iteration 1F (33117.660000 sec): 3 clusters
  Score: Raw -902468.845139 + Penalty 4235.806608 = -898233.038531
  nChanged 388
		SP:Iteration 2F (33117.760000 sec): 3 clusters
  Score: Raw -902678.897833 + Penalty 4235.806608 = -898443.091224
  nChanged 253
		SP:Iteration 3Q (33117.940000 sec): 3 clusters
  Score: Raw -902815.354921 + Penalty 4235.806608 = -898579.548313
  nChanged 189
		SP:Iteration 4Q (33118.150000 sec): 3 clusters
  Score: Raw -902913.622902 + Penalty 4235.806608 = -898677.816293
  nChanged 128
		SP:Iteration 5Q (33118.320000 sec): 3 clusters
  Score: Raw -902969.883685 + Penalty 4235.806608 = -898734.077077
  nChanged 116
		SP:Iteration 6Q (33118.540000 sec): 3 clusters
  Score: Raw -903029.166401 + Penalty 4235.806608 = -898793.359792
  nChanged 129
		SP:Iteration 7Q (33118.750000 sec): 3 clusters
  Score: Raw -903094.546892 + Penalty 4235.806608 = -898858.740283
  nChanged 127
		SP:Iteration 8Q (33118.960000 sec): 3 clusters
  Score: Raw -903148.824592 + Penalty 4235.806608 = -898913.017983
  nChanged 105
		SP:Iteration 9Q (33119.160000 sec): 3 clusters
  Score: Raw -903200.793777 + Penalty 4235.806608 = -898964.987168
  nChanged 96
		SP:Iteration 10Q (33119.360000 sec): 3 clusters
  Score: Raw -903252.722327 + Penalty 4235.806608 = -899016.915719
  nChanged 106
		SP:Iteration 11Q (33119.470000 sec): 3 clusters
  Score: Raw -903311.277436 + Penalty 4235.806608 = -899075.470828
  nChanged 126
		SP:Iteration 12Q (33119.570000 sec): 3 clusters
  Score: Raw -903379.548082 + Penalty 4235.806608 = -899143.741474
  nChanged 140
		SP:Iteration 13Q (33119.680000 sec): 3 clusters
  Score: Raw -903461.012194 + Penalty 4235.806608 = -899225.205586
  nChanged 135
		SP:Iteration 14Q (33119.780000 sec): 3 clusters
  Score: Raw -903539.389052 + Penalty 4235.806608 = -899303.582443
  nChanged 138
		SP:Iteration 15Q (33119.890000 sec): 3 clusters
  Score: Raw -903624.206906 + Penalty 4235.806608 = -899388.400297
  nChanged 127
		SP:Iteration 16Q (33119.990000 sec): 3 clusters
  Score: Raw -903696.377645 + Penalty 4235.806608 = -899460.571037
  nChanged 110
		SP:Iteration 17Q (33120.090000 sec): 3 clusters
  Score: Raw -903765.204990 + Penalty 4235.806608 = -899529.398382
  nChanged 94
		SP:Iteration 18Q (33120.190000 sec): 3 clusters
  Score: Raw -903824.902394 + Penalty 4235.806608 = -899589.095786
  nChanged 77
		SP:Iteration 19Q (33120.290000 sec): 3 clusters
  Score: Raw -903876.434369 + Penalty 4235.806608 = -899640.627761
  nChanged 78
		SP:Iteration 20F (33120.390000 sec): 3 clusters
  Score: Raw -903924.979093 + Penalty 4235.806608 = -899689.172484
  nChanged 53
		SP:Iteration 21Q (33120.490000 sec): 3 clusters
  Score: Raw -903960.994954 + Penalty 4235.806608 = -899725.188345
  nChanged 55
		SP:Iteration 22Q (33120.590000 sec): 3 clusters
  Score: Raw -904003.998414 + Penalty 4235.806608 = -899768.191806
  nChanged 39
		SP:Iteration 23Q (33120.680000 sec): 3 clusters
  Score: Raw -904034.665999 + Penalty 4235.806608 = -899798.859390
  nChanged 41
		SP:Iteration 24Q (33120.790000 sec): 3 clusters
  Score: Raw -904068.135756 + Penalty 4235.806608 = -899832.329147
  nChanged 36
		SP:Iteration 25Q (33120.900000 sec): 3 clusters
  Score: Raw -904093.811654 + Penalty 4235.806608 = -899858.005045
  nChanged 22
		SP:Iteration 26Q (33121.000000 sec): 3 clusters
  Score: Raw -904110.174927 + Penalty 4235.806608 = -899874.368319
  nChanged 20
		SP:Iteration 27Q (33121.110000 sec): 3 clusters
  Score: Raw -904125.624020 + Penalty 4235.806608 = -899889.817411
  nChanged 19
		SP:Iteration 28Q (33121.220000 sec): 3 clusters
  Score: Raw -904141.568064 + Penalty 4235.806608 = -899905.761455
  nChanged 12
		SP:Iteration 29Q (33121.330000 sec): 3 clusters
  Score: Raw -904151.133262 + Penalty 4235.806608 = -899915.326654
  nChanged 13
		SP:Iteration 30Q (33121.430000 sec): 3 clusters
  Score: Raw -904162.237565 + Penalty 4235.806608 = -899926.430956
  nChanged 13
		SP:Iteration 31Q (33121.540000 sec): 3 clusters
  Score: Raw -904174.299776 + Penalty 4235.806608 = -899938.493168
  nChanged 12
		SP:Iteration 32Q (33121.650000 sec): 3 clusters
  Score: Raw -904185.518063 + Penalty 4235.806608 = -899949.711455
  nChanged 12
		SP:Iteration 33Q (33121.750000 sec): 3 clusters
  Score: Raw -904198.966649 + Penalty 4235.806608 = -899963.160040
  nChanged 8
		SP:Iteration 34Q (33121.970000 sec): 3 clusters
  Score: Raw -904205.762100 + Penalty 4235.806608 = -899969.955491
  nChanged 6
		SP:Iteration 35Q (33122.170000 sec): 3 clusters
  Score: Raw -904210.402103 + Penalty 4235.806608 = -899974.595495
  nChanged 2
		SP:Iteration 36Q (33122.370000 sec): 3 clusters
  Score: Raw -904212.683103 + Penalty 4235.806608 = -899976.876494
  nChanged 2
		SP:Iteration 37Q (33122.580000 sec): 3 clusters
  Score: Raw -904213.920605 + Penalty 4235.806608 = -899978.113996
  nChanged 3
		SP:Iteration 38Q (33122.780000 sec): 3 clusters
  Score: Raw -904217.009673 + Penalty 4235.806608 = -899981.203064
  nChanged 1
		SP:Iteration 39Q (33122.990000 sec): 3 clusters
  Score: Raw -904217.834426 + Penalty 4235.806608 = -899982.027818
  nChanged 1
		SP:Iteration 40F (33123.150000 sec): 3 clusters
  Score: Raw -904218.582923 + Penalty 4235.806608 = -899982.776314
  nChanged 1
		SP:Iteration 41Q (33123.350000 sec): 3 clusters
  Score: Raw -904219.345211 + Penalty 4235.806608 = -899983.538602
  nChanged 1
		SP:Iteration 42Q (33123.560000 sec): 3 clusters
  Score: Raw -904220.695260 + Penalty 4235.806608 = -899984.888652
  nChanged 3
		SP:Iteration 43Q (33123.760000 sec): 3 clusters
  Score: Raw -904223.014873 + Penalty 4235.806608 = -899987.208264
  nChanged 2
		SP:Iteration 44Q (33123.960000 sec): 3 clusters
  Score: Raw -904224.537200 + Penalty 4235.806608 = -899988.730592
  nChanged 2
		SP:Iteration 45Q (33124.170000 sec): 3 clusters
  Score: Raw -904226.142957 + Penalty 4235.806608 = -899990.336349
  nChanged 0
		SP:Iteration 46F (33124.370000 sec): 3 clusters
  Score: Raw -904226.142957 + Penalty 4235.806608 = -899990.336349
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33124.460000 sec): 2 clusters
  Score: Raw -60717.997099 + Penalty 1501.500958 = -59216.496141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33124.630000 sec): 3 clusters
  Score: Raw -60956.632191 + Penalty 3003.001916 = -57953.630275
  nChanged 88
		SP:Iteration 1F (33124.810000 sec): 3 clusters
  Score: Raw -61263.431322 + Penalty 3003.001916 = -58260.429406
  nChanged 38
		SP:Iteration 2F (33124.980000 sec): 3 clusters
  Score: Raw -61546.622927 + Penalty 3003.001916 = -58543.621011
  nChanged 34
		SP:Iteration 3F (33125.160000 sec): 3 clusters
  Score: Raw -61720.582656 + Penalty 3003.001916 = -58717.580740
  nChanged 32
		SP:Iteration 4F (33125.340000 sec): 3 clusters
  Score: Raw -61843.791067 + Penalty 3003.001916 = -58840.789151
  nChanged 15
		SP:Iteration 5Q (33125.510000 sec): 3 clusters
  Score: Raw -61951.567498 + Penalty 3003.001916 = -58948.565582
  nChanged 8
		SP:Iteration 6Q (33125.690000 sec): 3 clusters
  Score: Raw -61976.196520 + Penalty 3003.001916 = -58973.194604
  nChanged 1
		SP:Iteration 7Q (33125.860000 sec): 3 clusters
  Score: Raw -61983.330893 + Penalty 3003.001916 = -58980.328977
  nChanged 1
		SP:Iteration 8Q (33126.040000 sec): 3 clusters
  Score: Raw -61997.325195 + Penalty 3003.001916 = -58994.323279
  nChanged 2
		SP:Iteration 9Q (33126.220000 sec): 3 clusters
  Score: Raw -62017.760985 + Penalty 3003.001916 = -59014.759069
  nChanged 1
		SP:Iteration 10Q (33126.390000 sec): 3 clusters
  Score: Raw -62032.001866 + Penalty 3003.001916 = -59028.999950
  nChanged 1
		SP:Iteration 11Q (33126.570000 sec): 3 clusters
  Score: Raw -62044.557642 + Penalty 3003.001916 = -59041.555726
  nChanged 1
		SP:Iteration 12Q (33126.740000 sec): 3 clusters
  Score: Raw -62047.817930 + Penalty 3003.001916 = -59044.816014
  nChanged 0
		SP:Iteration 13F (33126.920000 sec): 3 clusters
  Score: Raw -62047.817930 + Penalty 3003.001916 = -59044.816014
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33127.010000 sec): 2 clusters
  Score: Raw -280554.485955 + Penalty 1817.289574 = -278737.196381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33127.180000 sec): 3 clusters
  Score: Raw -280077.932008 + Penalty 3634.579147 = -276443.352861
  nChanged 447
		SP:Iteration 1F (33127.360000 sec): 3 clusters
  Score: Raw -280434.514784 + Penalty 3634.579147 = -276799.935637
  nChanged 103
		SP:Iteration 2F (33127.540000 sec): 3 clusters
  Score: Raw -280536.387217 + Penalty 3634.579147 = -276901.808069
  nChanged 59
		SP:Iteration 3Q (33127.710000 sec): 3 clusters
  Score: Raw -280590.974098 + Penalty 3634.579147 = -276956.394951
  nChanged 40
		SP:Iteration 4Q (33127.890000 sec): 3 clusters
  Score: Raw -280623.326259 + Penalty 3634.579147 = -276988.747112
  nChanged 26
		SP:Iteration 5Q (33128.060000 sec): 3 clusters
  Score: Raw -280643.422856 + Penalty 3634.579147 = -277008.843709
  nChanged 11
		SP:Iteration 6Q (33128.240000 sec): 3 clusters
  Score: Raw -280653.752004 + Penalty 3634.579147 = -277019.172857
  nChanged 16
		SP:Iteration 7Q (33128.420000 sec): 3 clusters
  Score: Raw -280668.156910 + Penalty 3634.579147 = -277033.577763
  nChanged 11
		SP:Iteration 8Q (33128.580000 sec): 3 clusters
  Score: Raw -280677.333502 + Penalty 3634.579147 = -277042.754355
  nChanged 11
		SP:Iteration 9Q (33128.750000 sec): 3 clusters
  Score: Raw -280684.433305 + Penalty 3634.579147 = -277049.854158
  nChanged 9
		SP:Iteration 10Q (33128.930000 sec): 3 clusters
  Score: Raw -280694.930956 + Penalty 3634.579147 = -277060.351809
  nChanged 8
		SP:Iteration 11Q (33129.100000 sec): 3 clusters
  Score: Raw -280701.705981 + Penalty 3634.579147 = -277067.126834
  nChanged 4
		SP:Iteration 12Q (33129.280000 sec): 3 clusters
  Score: Raw -280705.973805 + Penalty 3634.579147 = -277071.394658
  nChanged 7
		SP:Iteration 13Q (33129.460000 sec): 3 clusters
  Score: Raw -280710.583299 + Penalty 3634.579147 = -277076.004152
  nChanged 4
		SP:Iteration 14Q (33129.550000 sec): 3 clusters
  Score: Raw -280712.666801 + Penalty 3634.579147 = -277078.087654
  nChanged 2
		SP:Iteration 15Q (33129.580000 sec): 3 clusters
  Score: Raw -280713.996779 + Penalty 3634.579147 = -277079.417632
  nChanged 0
		SP:Iteration 16F (33129.630000 sec): 3 clusters
  Score: Raw -280713.996779 + Penalty 3634.579147 = -277079.417632
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33129.660000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33129.660000 sec): 3 clusters
  Score: Raw -27791.047149 + Penalty 2742.596827 = -25048.450322
  nChanged 37
		SP:Iteration 1F (33129.670000 sec): 3 clusters
  Score: Raw -27919.165475 + Penalty 2742.596827 = -25176.568647
  nChanged 12
		SP:Iteration 2Q (33129.680000 sec): 3 clusters
  Score: Raw -27980.511351 + Penalty 2742.596827 = -25237.914524
  nChanged 2
		SP:Iteration 3Q (33129.690000 sec): 3 clusters
  Score: Raw -27990.754271 + Penalty 2742.596827 = -25248.157444
  nChanged 0
		SP:Iteration 4F (33129.700000 sec): 3 clusters
  Score: Raw -27990.754271 + Penalty 2742.596827 = -25248.157444
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33129.770000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33129.940000 sec): 3 clusters
  Score: Raw -218611.517485 + Penalty 3502.847050 = -215108.670435
  nChanged 308
		SP:Iteration 1F (33130.120000 sec): 3 clusters
  Score: Raw -218950.366999 + Penalty 3502.847050 = -215447.519950
  nChanged 85
		SP:Iteration 2F (33130.300000 sec): 3 clusters
  Score: Raw -219082.256992 + Penalty 3502.847050 = -215579.409942
  nChanged 56
		SP:Iteration 3Q (33130.470000 sec): 3 clusters
  Score: Raw -219179.065573 + Penalty 3502.847050 = -215676.218523
  nChanged 55
		SP:Iteration 4Q (33130.650000 sec): 3 clusters
  Score: Raw -219304.843002 + Penalty 3502.847050 = -215801.995952
  nChanged 41
		SP:Iteration 5Q (33130.820000 sec): 3 clusters
  Score: Raw -219403.269153 + Penalty 3502.847050 = -215900.422103
  nChanged 33
		SP:Iteration 6Q (33131.000000 sec): 3 clusters
  Score: Raw -219469.692239 + Penalty 3502.847050 = -215966.845189
  nChanged 28
		SP:Iteration 7Q (33131.180000 sec): 3 clusters
  Score: Raw -219535.155337 + Penalty 3502.847050 = -216032.308287
  nChanged 32
		SP:Iteration 8Q (33131.350000 sec): 3 clusters
  Score: Raw -219618.697419 + Penalty 3502.847050 = -216115.850369
  nChanged 35
		SP:Iteration 9Q (33131.530000 sec): 3 clusters
  Score: Raw -219690.460193 + Penalty 3502.847050 = -216187.613144
  nChanged 20
		SP:Iteration 10Q (33131.700000 sec): 3 clusters
  Score: Raw -219729.441224 + Penalty 3502.847050 = -216226.594175
  nChanged 24
		SP:Iteration 11Q (33131.880000 sec): 3 clusters
  Score: Raw -219762.222622 + Penalty 3502.847050 = -216259.375573
  nChanged 10
		SP:Iteration 12Q (33132.060000 sec): 3 clusters
  Score: Raw -219775.957909 + Penalty 3502.847050 = -216273.110859
  nChanged 6
		SP:Iteration 13Q (33132.230000 sec): 3 clusters
  Score: Raw -219786.494359 + Penalty 3502.847050 = -216283.647309
  nChanged 4
		SP:Iteration 14Q (33132.410000 sec): 3 clusters
  Score: Raw -219793.468388 + Penalty 3502.847050 = -216290.621339
  nChanged 4
		SP:Iteration 15Q (33132.580000 sec): 3 clusters
  Score: Raw -219796.907763 + Penalty 3502.847050 = -216294.060713
  nChanged 1
		SP:Iteration 16Q (33132.760000 sec): 3 clusters
  Score: Raw -219798.610152 + Penalty 3502.847050 = -216295.763102
  nChanged 1
		SP:Iteration 17Q (33132.940000 sec): 3 clusters
  Score: Raw -219799.788741 + Penalty 3502.847050 = -216296.941692
  nChanged 1
		SP:Iteration 18Q (33133.110000 sec): 3 clusters
  Score: Raw -219800.648551 + Penalty 3502.847050 = -216297.801501
  nChanged 0
		SP:Iteration 19F (33133.290000 sec): 3 clusters
  Score: Raw -219800.648551 + Penalty 3502.847050 = -216297.801501
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33133.370000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33133.550000 sec): 3 clusters
  Score: Raw -37327.263320 + Penalty 2681.957199 = -34645.306121
  nChanged 28
		SP:Iteration 1F (33133.720000 sec): 3 clusters
  Score: Raw -37436.164079 + Penalty 2681.957199 = -34754.206880
  nChanged 3
		SP:Iteration 2Q (33133.900000 sec): 3 clusters
  Score: Raw -37449.586415 + Penalty 2681.957199 = -34767.629216
  nChanged 0
		SP:Iteration 3F (33134.080000 sec): 3 clusters
  Score: Raw -37449.586415 + Penalty 2681.957199 = -34767.629216
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33134.160000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33134.340000 sec): 3 clusters
  Score: Raw -33626.193304 + Penalty 2652.165335 = -30974.027968
  nChanged 9
		SP:Iteration 1Q (33134.520000 sec): 3 clusters
  Score: Raw -33668.322596 + Penalty 2652.165335 = -31016.157260
  nChanged 3
		SP:Iteration 2Q (33134.690000 sec): 3 clusters
  Score: Raw -33682.574492 + Penalty 2652.165335 = -31030.409157
  nChanged 1
		SP:Iteration 3Q (33134.910000 sec): 3 clusters
  Score: Raw -33693.871722 + Penalty 2652.165335 = -31041.706387
  nChanged 1
		SP:Iteration 4Q (33135.090000 sec): 3 clusters
  Score: Raw -33700.816775 + Penalty 2652.165335 = -31048.651440
  nChanged 1
		SP:Iteration 5Q (33135.260000 sec): 3 clusters
  Score: Raw -33703.629582 + Penalty 2652.165335 = -31051.464247
  nChanged 0
		SP:Iteration 6F (33135.450000 sec): 3 clusters
  Score: Raw -33703.629582 + Penalty 2652.165335 = -31051.464247
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33135.460000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33135.640000 sec): 3 clusters
  Score: Raw -35806.853547 + Penalty 2707.954415 = -33098.899132
  nChanged 21
		SP:Iteration 1F (33135.820000 sec): 3 clusters
  Score: Raw -35888.059498 + Penalty 2707.954415 = -33180.105083
  nChanged 9
		SP:Iteration 2Q (33135.990000 sec): 3 clusters
  Score: Raw -35930.862164 + Penalty 2707.954415 = -33222.907749
  nChanged 3
		SP:Iteration 3Q (33136.170000 sec): 3 clusters
  Score: Raw -35948.294154 + Penalty 2707.954415 = -33240.339739
  nChanged 2
		SP:Iteration 4Q (33136.350000 sec): 3 clusters
  Score: Raw -35956.659698 + Penalty 2707.954415 = -33248.705283
  nChanged 0
		SP:Iteration 5F (33136.520000 sec): 3 clusters
  Score: Raw -35956.659698 + Penalty 2707.954415 = -33248.705283
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33136.680000 sec): 2 clusters
  Score: Raw -2515304.849951 + Penalty 2359.836401 = -2512945.013550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33136.970000 sec): 3 clusters
  Score: Raw -2507800.025157 + Penalty 4719.672802 = -2503080.352355
  nChanged 5661
		SP:Iteration 1F (33137.260000 sec): 3 clusters
  Score: Raw -2510852.514945 + Penalty 4719.672802 = -2506132.842144
  nChanged 842
		SP:Iteration 2F (33137.550000 sec): 3 clusters
  Score: Raw -2511203.509971 + Penalty 4719.672802 = -2506483.837169
  nChanged 656
		SP:Iteration 3Q (33137.840000 sec): 3 clusters
  Score: Raw -2511449.550304 + Penalty 4719.672802 = -2506729.877502
  nChanged 507
		SP:Iteration 4Q (33138.130000 sec): 3 clusters
  Score: Raw -2511644.965352 + Penalty 4719.672802 = -2506925.292550
  nChanged 431
		SP:Iteration 5Q (33138.420000 sec): 3 clusters
  Score: Raw -2511823.793544 + Penalty 4719.672802 = -2507104.120742
  nChanged 467
		SP:Iteration 6Q (33138.710000 sec): 3 clusters
  Score: Raw -2512027.280215 + Penalty 4719.672802 = -2507307.607413
  nChanged 495
		SP:Iteration 7Q (33139.000000 sec): 3 clusters
  Score: Raw -2512256.506109 + Penalty 4719.672802 = -2507536.833307
  nChanged 504
		SP:Iteration 8Q (33139.290000 sec): 3 clusters
  Score: Raw -2512530.422629 + Penalty 4719.672802 = -2507810.749827
  nChanged 549
		SP:Iteration 9Q (33139.580000 sec): 3 clusters
  Score: Raw -2512871.271337 + Penalty 4719.672802 = -2508151.598535
  nChanged 593
		SP:Iteration 10Q (33139.860000 sec): 3 clusters
  Score: Raw -2513259.174292 + Penalty 4719.672802 = -2508539.501491
  nChanged 575
		SP:Iteration 11Q (33140.150000 sec): 3 clusters
  Score: Raw -2513625.925527 + Penalty 4719.672802 = -2508906.252726
  nChanged 497
		SP:Iteration 12Q (33140.480000 sec): 3 clusters
  Score: Raw -2513988.987750 + Penalty 4719.672802 = -2509269.314949
  nChanged 454
		SP:Iteration 13Q (33140.770000 sec): 3 clusters
  Score: Raw -2514327.532330 + Penalty 4719.672802 = -2509607.859528
  nChanged 392
		SP:Iteration 14Q (33141.050000 sec): 3 clusters
  Score: Raw -2514620.039011 + Penalty 4719.672802 = -2509900.366210
  nChanged 310
		SP:Iteration 15Q (33141.340000 sec): 3 clusters
  Score: Raw -2514842.351476 + Penalty 4719.672802 = -2510122.678674
  nChanged 241
		SP:Iteration 16Q (33141.630000 sec): 3 clusters
  Score: Raw -2514991.789667 + Penalty 4719.672802 = -2510272.116866
  nChanged 190
		SP:Iteration 17Q (33141.920000 sec): 3 clusters
  Score: Raw -2515099.473926 + Penalty 4719.672802 = -2510379.801125
  nChanged 149
		SP:Iteration 18Q (33142.210000 sec): 3 clusters
  Score: Raw -2515191.905745 + Penalty 4719.672802 = -2510472.232943
  nChanged 130
		SP:Iteration 19Q (33142.500000 sec): 3 clusters
  Score: Raw -2515263.392994 + Penalty 4719.672802 = -2510543.720192
  nChanged 103
		SP:Iteration 20F (33142.790000 sec): 3 clusters
  Score: Raw -2515312.170912 + Penalty 4719.672802 = -2510592.498111
  nChanged 92
		SP:Iteration 21Q (33143.070000 sec): 3 clusters
  Score: Raw -2515357.184093 + Penalty 4719.672802 = -2510637.511291
  nChanged 75
		SP:Iteration 22Q (33143.320000 sec): 3 clusters
  Score: Raw -2515404.163073 + Penalty 4719.672802 = -2510684.490272
  nChanged 79
		SP:Iteration 23Q (33143.610000 sec): 3 clusters
  Score: Raw -2515446.280455 + Penalty 4719.672802 = -2510726.607654
  nChanged 59
		SP:Iteration 24Q (33143.860000 sec): 3 clusters
  Score: Raw -2515475.811712 + Penalty 4719.672802 = -2510756.138911
  nChanged 46
		SP:Iteration 25Q (33144.150000 sec): 3 clusters
  Score: Raw -2515505.149046 + Penalty 4719.672802 = -2510785.476245
  nChanged 38
		SP:Iteration 26Q (33144.450000 sec): 3 clusters
  Score: Raw -2515539.131349 + Penalty 4719.672802 = -2510819.458548
  nChanged 44
		SP:Iteration 27Q (33144.730000 sec): 3 clusters
  Score: Raw -2515574.502738 + Penalty 4719.672802 = -2510854.829937
  nChanged 34
		SP:Iteration 28Q (33144.940000 sec): 3 clusters
  Score: Raw -2515595.322710 + Penalty 4719.672802 = -2510875.649908
  nChanged 25
		SP:Iteration 29Q (33145.190000 sec): 3 clusters
  Score: Raw -2515609.163630 + Penalty 4719.672802 = -2510889.490828
  nChanged 27
		SP:Iteration 30Q (33145.490000 sec): 3 clusters
  Score: Raw -2515620.190486 + Penalty 4719.672802 = -2510900.517685
  nChanged 18
		SP:Iteration 31Q (33145.780000 sec): 3 clusters
  Score: Raw -2515630.984336 + Penalty 4719.672802 = -2510911.311534
  nChanged 18
		SP:Iteration 32Q (33146.070000 sec): 3 clusters
  Score: Raw -2515639.260565 + Penalty 4719.672802 = -2510919.587763
  nChanged 11
		SP:Iteration 33Q (33146.350000 sec): 3 clusters
  Score: Raw -2515643.963601 + Penalty 4719.672802 = -2510924.290799
  nChanged 9
		SP:Iteration 34Q (33146.650000 sec): 3 clusters
  Score: Raw -2515649.377984 + Penalty 4719.672802 = -2510929.705182
  nChanged 9
		SP:Iteration 35Q (33146.930000 sec): 3 clusters
  Score: Raw -2515653.795413 + Penalty 4719.672802 = -2510934.122612
  nChanged 10
		SP:Iteration 36Q (33147.220000 sec): 3 clusters
  Score: Raw -2515657.750272 + Penalty 4719.672802 = -2510938.077471
  nChanged 7
		SP:Iteration 37Q (33147.510000 sec): 3 clusters
  Score: Raw -2515659.594081 + Penalty 4719.672802 = -2510939.921280
  nChanged 5
		SP:Iteration 38Q (33147.800000 sec): 3 clusters
  Score: Raw -2515662.048528 + Penalty 4719.672802 = -2510942.375727
  nChanged 8
		SP:Iteration 39Q (33148.090000 sec): 3 clusters
  Score: Raw -2515665.161566 + Penalty 4719.672802 = -2510945.488764
  nChanged 6
		SP:Iteration 40F (33148.380000 sec): 3 clusters
  Score: Raw -2515667.700437 + Penalty 4719.672802 = -2510948.027636
  nChanged 5
		SP:Iteration 41Q (33148.670000 sec): 3 clusters
  Score: Raw -2515668.938216 + Penalty 4719.672802 = -2510949.265414
  nChanged 0
		SP:Iteration 42F (33148.960000 sec): 3 clusters
  Score: Raw -2515668.938216 + Penalty 4719.672802 = -2510949.265414
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33150.260000 sec): 2 clusters
  Score: Raw -37599021.594449 + Penalty 3039.333487 = -37595982.260962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33152.270000 sec): 3 clusters
  Score: Raw -37461322.179523 + Penalty 6078.666974 = -37455243.512550
  nChanged 101021
		SP:Iteration 1F (33154.250000 sec): 3 clusters
  Score: Raw -37520339.298825 + Penalty 6078.666974 = -37514260.631851
  nChanged 5889
		SP:Iteration 2Q (33156.370000 sec): 3 clusters
  Score: Raw -37521549.833076 + Penalty 6078.666974 = -37515471.166103
  nChanged 6196
		SP:Iteration 3Q (33158.460000 sec): 3 clusters
  Score: Raw -37523015.502214 + Penalty 6078.666974 = -37516936.835240
  nChanged 6947
		SP:Iteration 4Q (33160.530000 sec): 3 clusters
  Score: Raw -37524922.715544 + Penalty 6078.666974 = -37518844.048570
  nChanged 7881
		SP:Iteration 5Q (33162.610000 sec): 3 clusters
  Score: Raw -37527455.002095 + Penalty 6078.666974 = -37521376.335122
  nChanged 9268
		SP:Iteration 6Q (33164.720000 sec): 3 clusters
  Score: Raw -37530977.904765 + Penalty 6078.666974 = -37524899.237791
  nChanged 10619
		SP:Iteration 7F (33166.710000 sec): 3 clusters
  Score: Raw -37535753.961387 + Penalty 6078.666974 = -37529675.294414
  nChanged 11734
		SP:Iteration 8F (33168.720000 sec): 3 clusters
  Score: Raw -37541853.611768 + Penalty 6078.666974 = -37535774.944794
  nChanged 12408
		SP:Iteration 9F (33170.670000 sec): 3 clusters
  Score: Raw -37549462.378386 + Penalty 6078.666974 = -37543383.711412
  nChanged 12571
		SP:Iteration 10F (33172.530000 sec): 3 clusters
  Score: Raw -37558566.424697 + Penalty 6078.666974 = -37552487.757723
  nChanged 11687
		SP:Iteration 11F (33174.380000 sec): 3 clusters
  Score: Raw -37568315.765613 + Penalty 6078.666974 = -37562237.098640
  nChanged 9880
		SP:Iteration 12Q (33176.420000 sec): 3 clusters
  Score: Raw -37576699.029033 + Penalty 6078.666974 = -37570620.362059
  nChanged 7238
		SP:Iteration 13Q (33178.250000 sec): 3 clusters
  Score: Raw -37582406.308577 + Penalty 6078.666974 = -37576327.641603
  nChanged 5465
		SP:Iteration 14Q (33180.110000 sec): 3 clusters
  Score: Raw -37586321.797627 + Penalty 6078.666974 = -37580243.130654
  nChanged 4206
		SP:Iteration 15Q (33181.900000 sec): 3 clusters
  Score: Raw -37589095.784757 + Penalty 6078.666974 = -37583017.117783
  nChanged 3496
		SP:Iteration 16Q (33183.650000 sec): 3 clusters
  Score: Raw -37591309.931685 + Penalty 6078.666974 = -37585231.264711
  nChanged 2943
		SP:Iteration 17Q (33185.420000 sec): 3 clusters
  Score: Raw -37593113.456670 + Penalty 6078.666974 = -37587034.789696
  nChanged 2392
		SP:Iteration 18Q (33187.160000 sec): 3 clusters
  Score: Raw -37594591.103934 + Penalty 6078.666974 = -37588512.436960
  nChanged 1973
		SP:Iteration 19Q (33188.730000 sec): 3 clusters
  Score: Raw -37595797.134246 + Penalty 6078.666974 = -37589718.467272
  nChanged 1525
		SP:Iteration 20F (33190.540000 sec): 3 clusters
  Score: Raw -37596717.746405 + Penalty 6078.666974 = -37590639.079431
  nChanged 1201
		SP:Iteration 21Q (33192.230000 sec): 3 clusters
  Score: Raw -37597443.599098 + Penalty 6078.666974 = -37591364.932124
  nChanged 913
		SP:Iteration 22Q (33193.890000 sec): 3 clusters
  Score: Raw -37598002.025120 + Penalty 6078.666974 = -37591923.358146
  nChanged 664
		SP:Iteration 23Q (33195.580000 sec): 3 clusters
  Score: Raw -37598417.672040 + Penalty 6078.666974 = -37592339.005066
  nChanged 495
		SP:Iteration 24Q (33197.230000 sec): 3 clusters
  Score: Raw -37598738.563979 + Penalty 6078.666974 = -37592659.897006
  nChanged 329
		SP:Iteration 25Q (33198.880000 sec): 3 clusters
  Score: Raw -37598949.535430 + Penalty 6078.666974 = -37592870.868456
  nChanged 210
		SP:Iteration 26Q (33200.530000 sec): 3 clusters
  Score: Raw -37599089.985133 + Penalty 6078.666974 = -37593011.318159
  nChanged 135
		SP:Iteration 27Q (33202.130000 sec): 3 clusters
  Score: Raw -37599194.692265 + Penalty 6078.666974 = -37593116.025291
  nChanged 97
		SP:Iteration 28Q (33203.830000 sec): 3 clusters
  Score: Raw -37599263.223698 + Penalty 6078.666974 = -37593184.556724
  nChanged 62
		SP:Iteration 29Q (33205.430000 sec): 3 clusters
  Score: Raw -37599309.071197 + Penalty 6078.666974 = -37593230.404223
  nChanged 42
		SP:Iteration 30Q (33207.090000 sec): 3 clusters
  Score: Raw -37599340.074131 + Penalty 6078.666974 = -37593261.407157
  nChanged 33
		SP:Iteration 31Q (33208.730000 sec): 3 clusters
  Score: Raw -37599364.625552 + Penalty 6078.666974 = -37593285.958578
  nChanged 25
		SP:Iteration 32Q (33210.390000 sec): 3 clusters
  Score: Raw -37599382.028815 + Penalty 6078.666974 = -37593303.361841
  nChanged 17
		SP:Iteration 33Q (33212.040000 sec): 3 clusters
  Score: Raw -37599395.117194 + Penalty 6078.666974 = -37593316.450220
  nChanged 24
		SP:Iteration 34Q (33213.660000 sec): 3 clusters
  Score: Raw -37599407.967291 + Penalty 6078.666974 = -37593329.300317
  nChanged 16
		SP:Iteration 35Q (33215.280000 sec): 3 clusters
  Score: Raw -37599418.215655 + Penalty 6078.666974 = -37593339.548682
  nChanged 7
		SP:Iteration 36Q (33216.900000 sec): 3 clusters
  Score: Raw -37599423.649051 + Penalty 6078.666974 = -37593344.982077
  nChanged 6
		SP:Iteration 37Q (33218.500000 sec): 3 clusters
  Score: Raw -37599427.590194 + Penalty 6078.666974 = -37593348.923220
  nChanged 8
		SP:Iteration 38Q (33220.190000 sec): 3 clusters
  Score: Raw -37599433.173151 + Penalty 6078.666974 = -37593354.506178
  nChanged 10
		SP:Iteration 39Q (33221.880000 sec): 3 clusters
  Score: Raw -37599439.664311 + Penalty 6078.666974 = -37593360.997337
  nChanged 8
		SP:Iteration 40F (33223.710000 sec): 3 clusters
  Score: Raw -37599443.422943 + Penalty 6078.666974 = -37593364.755969
  nChanged 5
		SP:Iteration 41Q (33225.410000 sec): 3 clusters
  Score: Raw -37599445.640595 + Penalty 6078.666974 = -37593366.973621
  nChanged 6
		SP:Iteration 42Q (33227.050000 sec): 3 clusters
  Score: Raw -37599450.592388 + Penalty 6078.666974 = -37593371.925414
  nChanged 7
		SP:Iteration 43Q (33228.700000 sec): 3 clusters
  Score: Raw -37599454.681662 + Penalty 6078.666974 = -37593376.014688
  nChanged 7
		SP:Iteration 44Q (33230.350000 sec): 3 clusters
  Score: Raw -37599458.730732 + Penalty 6078.666974 = -37593380.063758
  nChanged 4
		SP:Iteration 45Q (33232.010000 sec): 3 clusters
  Score: Raw -37599461.578972 + Penalty 6078.666974 = -37593382.911998
  nChanged 0
		SP:Iteration 46F (33233.820000 sec): 3 clusters
  Score: Raw -37599461.578972 + Penalty 6078.666974 = -37593382.911998
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33234.070000 sec): 2 clusters
  Score: Raw -3607938.250887 + Penalty 2468.212107 = -3605470.038780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33234.380000 sec): 3 clusters
  Score: Raw -3595661.853484 + Penalty 4936.424215 = -3590725.429269
  nChanged 9348
		SP:Iteration 1F (33234.720000 sec): 3 clusters
  Score: Raw -3600834.779073 + Penalty 4936.424215 = -3595898.354858
  nChanged 1260
		SP:Iteration 2F (33235.050000 sec): 3 clusters
  Score: Raw -3601490.936678 + Penalty 4936.424215 = -3596554.512464
  nChanged 1240
		SP:Iteration 3F (33235.390000 sec): 3 clusters
  Score: Raw -3602356.718958 + Penalty 4936.424215 = -3597420.294743
  nChanged 1405
		SP:Iteration 4F (33235.730000 sec): 3 clusters
  Score: Raw -3603575.877353 + Penalty 4936.424215 = -3598639.453138
  nChanged 1556
		SP:Iteration 5F (33236.070000 sec): 3 clusters
  Score: Raw -3604939.935604 + Penalty 4936.424215 = -3600003.511389
  nChanged 1552
		SP:Iteration 6F (33236.370000 sec): 3 clusters
  Score: Raw -3606244.792473 + Penalty 4936.424215 = -3601308.368259
  nChanged 1369
		SP:Iteration 7F (33236.710000 sec): 3 clusters
  Score: Raw -3607198.056002 + Penalty 4936.424215 = -3602261.631787
  nChanged 1100
		SP:Iteration 8F (33237.050000 sec): 3 clusters
  Score: Raw -3607798.113525 + Penalty 4936.424215 = -3602861.689311
  nChanged 804
		SP:Iteration 9Q (33237.390000 sec): 3 clusters
  Score: Raw -3608162.213219 + Penalty 4936.424215 = -3603225.789004
  nChanged 599
		SP:Iteration 10Q (33237.740000 sec): 3 clusters
  Score: Raw -3608386.317084 + Penalty 4936.424215 = -3603449.892869
  nChanged 457
		SP:Iteration 11Q (33238.080000 sec): 3 clusters
  Score: Raw -3608543.900520 + Penalty 4936.424215 = -3603607.476305
  nChanged 376
		SP:Iteration 12Q (33238.420000 sec): 3 clusters
  Score: Raw -3608654.635304 + Penalty 4936.424215 = -3603718.211089
  nChanged 316
		SP:Iteration 13Q (33238.760000 sec): 3 clusters
  Score: Raw -3608736.645653 + Penalty 4936.424215 = -3603800.221438
  nChanged 260
		SP:Iteration 14Q (33239.110000 sec): 3 clusters
  Score: Raw -3608802.226254 + Penalty 4936.424215 = -3603865.802040
  nChanged 220
		SP:Iteration 15Q (33239.450000 sec): 3 clusters
  Score: Raw -3608847.861381 + Penalty 4936.424215 = -3603911.437166
  nChanged 213
		SP:Iteration 16Q (33239.790000 sec): 3 clusters
  Score: Raw -3608892.117019 + Penalty 4936.424215 = -3603955.692804
  nChanged 221
		SP:Iteration 17Q (33240.170000 sec): 3 clusters
  Score: Raw -3608933.469168 + Penalty 4936.424215 = -3603997.044953
  nChanged 202
		SP:Iteration 18Q (33240.540000 sec): 3 clusters
  Score: Raw -3608972.091771 + Penalty 4936.424215 = -3604035.667556
  nChanged 226
		SP:Iteration 19Q (33240.800000 sec): 3 clusters
  Score: Raw -3609014.912568 + Penalty 4936.424215 = -3604078.488353
  nChanged 208
		SP:Iteration 20F (33241.120000 sec): 3 clusters
  Score: Raw -3609051.962652 + Penalty 4936.424215 = -3604115.538437
  nChanged 197
		SP:Iteration 21Q (33241.500000 sec): 3 clusters
  Score: Raw -3609087.544509 + Penalty 4936.424215 = -3604151.120294
  nChanged 183
		SP:Iteration 22Q (33241.810000 sec): 3 clusters
  Score: Raw -3609121.171150 + Penalty 4936.424215 = -3604184.746935
  nChanged 181
		SP:Iteration 23Q (33242.150000 sec): 3 clusters
  Score: Raw -3609154.364466 + Penalty 4936.424215 = -3604217.940251
  nChanged 181
		SP:Iteration 24Q (33242.480000 sec): 3 clusters
  Score: Raw -3609185.811423 + Penalty 4936.424215 = -3604249.387208
  nChanged 162
		SP:Iteration 25Q (33242.860000 sec): 3 clusters
  Score: Raw -3609213.380384 + Penalty 4936.424215 = -3604276.956170
  nChanged 148
		SP:Iteration 26Q (33243.200000 sec): 3 clusters
  Score: Raw -3609240.312312 + Penalty 4936.424215 = -3604303.888098
  nChanged 178
		SP:Iteration 27Q (33243.540000 sec): 3 clusters
  Score: Raw -3609272.879716 + Penalty 4936.424215 = -3604336.455501
  nChanged 179
		SP:Iteration 28Q (33243.880000 sec): 3 clusters
  Score: Raw -3609309.413502 + Penalty 4936.424215 = -3604372.989287
  nChanged 208
		SP:Iteration 29Q (33244.170000 sec): 3 clusters
  Score: Raw -3609349.881788 + Penalty 4936.424215 = -3604413.457574
  nChanged 197
		SP:Iteration 30Q (33244.510000 sec): 3 clusters
  Score: Raw -3609386.311618 + Penalty 4936.424215 = -3604449.887403
  nChanged 198
		SP:Iteration 31Q (33244.880000 sec): 3 clusters
  Score: Raw -3609424.451944 + Penalty 4936.424215 = -3604488.027729
  nChanged 203
		SP:Iteration 32Q (33245.220000 sec): 3 clusters
  Score: Raw -3609467.840647 + Penalty 4936.424215 = -3604531.416433
  nChanged 185
		SP:Iteration 33Q (33245.480000 sec): 3 clusters
  Score: Raw -3609504.846644 + Penalty 4936.424215 = -3604568.422429
  nChanged 206
		SP:Iteration 34Q (33245.770000 sec): 3 clusters
  Score: Raw -3609550.700573 + Penalty 4936.424215 = -3604614.276358
  nChanged 222
		SP:Iteration 35Q (33246.120000 sec): 3 clusters
  Score: Raw -3609594.803852 + Penalty 4936.424215 = -3604658.379637
  nChanged 195
		SP:Iteration 36Q (33246.410000 sec): 3 clusters
  Score: Raw -3609633.942332 + Penalty 4936.424215 = -3604697.518117
  nChanged 197
		SP:Iteration 37Q (33246.800000 sec): 3 clusters
  Score: Raw -3609673.019042 + Penalty 4936.424215 = -3604736.594827
  nChanged 211
		SP:Iteration 38Q (33247.140000 sec): 3 clusters
  Score: Raw -3609716.764785 + Penalty 4936.424215 = -3604780.340570
  nChanged 226
		SP:Iteration 39Q (33247.520000 sec): 3 clusters
  Score: Raw -3609761.799070 + Penalty 4936.424215 = -3604825.374855
  nChanged 188
		SP:Iteration 40F (33247.860000 sec): 3 clusters
  Score: Raw -3609797.874111 + Penalty 4936.424215 = -3604861.449896
  nChanged 173
		SP:Iteration 41Q (33248.180000 sec): 3 clusters
  Score: Raw -3609830.613488 + Penalty 4936.424215 = -3604894.189273
  nChanged 158
		SP:Iteration 42Q (33248.520000 sec): 3 clusters
  Score: Raw -3609858.645572 + Penalty 4936.424215 = -3604922.221357
  nChanged 160
		SP:Iteration 43Q (33248.900000 sec): 3 clusters
  Score: Raw -3609888.145777 + Penalty 4936.424215 = -3604951.721562
  nChanged 150
		SP:Iteration 44Q (33249.190000 sec): 3 clusters
  Score: Raw -3609914.275725 + Penalty 4936.424215 = -3604977.851510
  nChanged 143
		SP:Iteration 45Q (33249.460000 sec): 3 clusters
  Score: Raw -3609938.582246 + Penalty 4936.424215 = -3605002.158032
  nChanged 126
		SP:Iteration 46Q (33249.840000 sec): 3 clusters
  Score: Raw -3609963.429650 + Penalty 4936.424215 = -3605027.005435
  nChanged 125
		SP:Iteration 47Q (33250.230000 sec): 3 clusters
  Score: Raw -3609985.903440 + Penalty 4936.424215 = -3605049.479226
  nChanged 114
		SP:Iteration 48Q (33250.490000 sec): 3 clusters
  Score: Raw -3610003.978328 + Penalty 4936.424215 = -3605067.554113
  nChanged 100
		SP:Iteration 49Q (33250.840000 sec): 3 clusters
  Score: Raw -3610019.424391 + Penalty 4936.424215 = -3605083.000176
  nChanged 86
		SP:Iteration 50Q (33251.170000 sec): 3 clusters
  Score: Raw -3610033.543337 + Penalty 4936.424215 = -3605097.119122
  nChanged 91
		SP:Iteration 51Q (33251.510000 sec): 3 clusters
  Score: Raw -3610048.124049 + Penalty 4936.424215 = -3605111.699835
  nChanged 80
		SP:Iteration 52Q (33251.840000 sec): 3 clusters
  Score: Raw -3610060.256866 + Penalty 4936.424215 = -3605123.832651
  nChanged 74
		SP:Iteration 53Q (33252.170000 sec): 3 clusters
  Score: Raw -3610070.657469 + Penalty 4936.424215 = -3605134.233254
  nChanged 71
		SP:Iteration 54Q (33252.500000 sec): 3 clusters
  Score: Raw -3610079.542114 + Penalty 4936.424215 = -3605143.117899
  nChanged 50
		SP:Iteration 55Q (33252.800000 sec): 3 clusters
  Score: Raw -3610084.835023 + Penalty 4936.424215 = -3605148.410808
  nChanged 40
		SP:Iteration 56Q (33253.050000 sec): 3 clusters
  Score: Raw -3610089.071659 + Penalty 4936.424215 = -3605152.647445
  nChanged 28
		SP:Iteration 57Q (33253.400000 sec): 3 clusters
  Score: Raw -3610092.080973 + Penalty 4936.424215 = -3605155.656759
  nChanged 33
		SP:Iteration 58Q (33253.770000 sec): 3 clusters
  Score: Raw -3610096.482165 + Penalty 4936.424215 = -3605160.057950
  nChanged 41
		SP:Iteration 59Q (33254.120000 sec): 3 clusters
  Score: Raw -3610100.702730 + Penalty 4936.424215 = -3605164.278515
  nChanged 39
		SP:Iteration 60F (33254.370000 sec): 3 clusters
  Score: Raw -3610104.333496 + Penalty 4936.424215 = -3605167.909282
  nChanged 29
		SP:Iteration 61Q (33254.650000 sec): 3 clusters
  Score: Raw -3610106.994280 + Penalty 4936.424215 = -3605170.570066
  nChanged 17
		SP:Iteration 62Q (33254.970000 sec): 3 clusters
  Score: Raw -3610108.722306 + Penalty 4936.424215 = -3605172.298091
  nChanged 18
		SP:Iteration 63Q (33255.360000 sec): 3 clusters
  Score: Raw -3610110.355109 + Penalty 4936.424215 = -3605173.930894
  nChanged 16
		SP:Iteration 64Q (33255.610000 sec): 3 clusters
  Score: Raw -3610111.874920 + Penalty 4936.424215 = -3605175.450705
  nChanged 15
		SP:Iteration 65Q (33255.990000 sec): 3 clusters
  Score: Raw -3610113.531854 + Penalty 4936.424215 = -3605177.107640
  nChanged 17
		SP:Iteration 66Q (33256.310000 sec): 3 clusters
  Score: Raw -3610114.739024 + Penalty 4936.424215 = -3605178.314810
  nChanged 15
		SP:Iteration 67Q (33256.610000 sec): 3 clusters
  Score: Raw -3610116.738138 + Penalty 4936.424215 = -3605180.313924
  nChanged 17
		SP:Iteration 68Q (33256.990000 sec): 3 clusters
  Score: Raw -3610118.381735 + Penalty 4936.424215 = -3605181.957521
  nChanged 19
		SP:Iteration 69Q (33257.330000 sec): 3 clusters
  Score: Raw -3610119.976197 + Penalty 4936.424215 = -3605183.551982
  nChanged 18
		SP:Iteration 70Q (33257.670000 sec): 3 clusters
  Score: Raw -3610121.524819 + Penalty 4936.424215 = -3605185.100604
  nChanged 18
		SP:Iteration 71Q (33257.930000 sec): 3 clusters
  Score: Raw -3610122.922074 + Penalty 4936.424215 = -3605186.497859
  nChanged 11
		SP:Iteration 72Q (33258.230000 sec): 3 clusters
  Score: Raw -3610123.795157 + Penalty 4936.424215 = -3605187.370942
  nChanged 8
		SP:Iteration 73Q (33258.570000 sec): 3 clusters
  Score: Raw -3610124.498283 + Penalty 4936.424215 = -3605188.074069
  nChanged 4
		SP:Iteration 74Q (33258.920000 sec): 3 clusters
  Score: Raw -3610124.741245 + Penalty 4936.424215 = -3605188.317030
  nChanged 6
		SP:Iteration 75Q (33259.260000 sec): 3 clusters
  Score: Raw -3610125.102767 + Penalty 4936.424215 = -3605188.678552
  nChanged 4
		SP:Iteration 76Q (33259.530000 sec): 3 clusters
  Score: Raw -3610125.319827 + Penalty 4936.424215 = -3605188.895612
  nChanged 3
		SP:Iteration 77Q (33259.850000 sec): 3 clusters
  Score: Raw -3610125.557332 + Penalty 4936.424215 = -3605189.133117
  nChanged 3
		SP:Iteration 78Q (33260.200000 sec): 3 clusters
  Score: Raw -3610125.929476 + Penalty 4936.424215 = -3605189.505262
  nChanged 8
		SP:Iteration 79Q (33260.540000 sec): 3 clusters
  Score: Raw -3610126.652747 + Penalty 4936.424215 = -3605190.228532
  nChanged 7
		SP:Iteration 80F (33260.880000 sec): 3 clusters
  Score: Raw -3610127.168199 + Penalty 4936.424215 = -3605190.743984
  nChanged 7
		SP:Iteration 81Q (33261.220000 sec): 3 clusters
  Score: Raw -3610127.686623 + Penalty 4936.424215 = -3605191.262409
  nChanged 4
		SP:Iteration 82Q (33261.560000 sec): 3 clusters
  Score: Raw -3610128.061152 + Penalty 4936.424215 = -3605191.636937
  nChanged 4
		SP:Iteration 83Q (33261.910000 sec): 3 clusters
  Score: Raw -3610128.395200 + Penalty 4936.424215 = -3605191.970985
  nChanged 0
		SP:Iteration 84F (33262.250000 sec): 3 clusters
  Score: Raw -3610128.395200 + Penalty 4936.424215 = -3605191.970985
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33262.860000 sec): 2 clusters
  Score: Raw -17096429.312035 + Penalty 2845.032572 = -17093584.279462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33263.890000 sec): 3 clusters
  Score: Raw -17035213.009095 + Penalty 5690.065145 = -17029522.943950
  nChanged 45287
		SP:Iteration 1F (33264.890000 sec): 3 clusters
  Score: Raw -17060826.680731 + Penalty 5690.065145 = -17055136.615586
  nChanged 3228
		SP:Iteration 2Q (33265.900000 sec): 3 clusters
  Score: Raw -17061683.048778 + Penalty 5690.065145 = -17055992.983633
  nChanged 3620
		SP:Iteration 3Q (33266.960000 sec): 3 clusters
  Score: Raw -17062914.241310 + Penalty 5690.065145 = -17057224.176165
  nChanged 4549
		SP:Iteration 4Q (33267.930000 sec): 3 clusters
  Score: Raw -17065010.024824 + Penalty 5690.065145 = -17059319.959679
  nChanged 6376
		SP:Iteration 5F (33268.930000 sec): 3 clusters
  Score: Raw -17068981.133422 + Penalty 5690.065145 = -17063291.068277
  nChanged 8130
		SP:Iteration 6F (33269.850000 sec): 3 clusters
  Score: Raw -17075589.781831 + Penalty 5690.065145 = -17069899.716686
  nChanged 8922
		SP:Iteration 7F (33270.760000 sec): 3 clusters
  Score: Raw -17084233.147236 + Penalty 5690.065145 = -17078543.082091
  nChanged 7035
		SP:Iteration 8F (33271.640000 sec): 3 clusters
  Score: Raw -17091469.645852 + Penalty 5690.065145 = -17085779.580707
  nChanged 3554
		SP:Iteration 9Q (33272.600000 sec): 3 clusters
  Score: Raw -17095007.204481 + Penalty 5690.065145 = -17089317.139336
  nChanged 1153
		SP:Iteration 10Q (33273.520000 sec): 3 clusters
  Score: Raw -17096145.975283 + Penalty 5690.065145 = -17090455.910138
  nChanged 340
		SP:Iteration 11Q (33274.400000 sec): 3 clusters
  Score: Raw -17096526.798343 + Penalty 5690.065145 = -17090836.733198
  nChanged 86
		SP:Iteration 12Q (33275.280000 sec): 3 clusters
  Score: Raw -17096635.523358 + Penalty 5690.065145 = -17090945.458213
  nChanged 31
		SP:Iteration 13Q (33276.180000 sec): 3 clusters
  Score: Raw -17096680.244647 + Penalty 5690.065145 = -17090990.179502
  nChanged 12
		SP:Iteration 14Q (33277.050000 sec): 3 clusters
  Score: Raw -17096695.739073 + Penalty 5690.065145 = -17091005.673928
  nChanged 5
		SP:Iteration 15Q (33277.900000 sec): 3 clusters
  Score: Raw -17096701.182365 + Penalty 5690.065145 = -17091011.117220
  nChanged 5
		SP:Iteration 16Q (33278.770000 sec): 3 clusters
  Score: Raw -17096708.905279 + Penalty 5690.065145 = -17091018.840134
  nChanged 4
		SP:Iteration 17Q (33279.630000 sec): 3 clusters
  Score: Raw -17096714.372727 + Penalty 5690.065145 = -17091024.307582
  nChanged 1
		SP:Iteration 18Q (33280.520000 sec): 3 clusters
  Score: Raw -17096715.141406 + Penalty 5690.065145 = -17091025.076261
  nChanged 1
		SP:Iteration 19Q (33281.400000 sec): 3 clusters
  Score: Raw -17096716.770549 + Penalty 5690.065145 = -17091026.705404
  nChanged 1
		SP:Iteration 20F (33282.320000 sec): 3 clusters
  Score: Raw -17096719.058407 + Penalty 5690.065145 = -17091028.993262
  nChanged 1
		SP:Iteration 21Q (33283.200000 sec): 3 clusters
  Score: Raw -17096719.930990 + Penalty 5690.065145 = -17091029.865845
  nChanged 0
		SP:Iteration 22F (33284.120000 sec): 3 clusters
  Score: Raw -17096719.930990 + Penalty 5690.065145 = -17091029.865845
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33284.160000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33284.340000 sec): 3 clusters
  Score: Raw -82548.730277 + Penalty 3110.410262 = -79438.320015
  nChanged 91
		SP:Iteration 1F (33284.510000 sec): 3 clusters
  Score: Raw -82743.200223 + Penalty 3110.410262 = -79632.789961
  nChanged 38
		SP:Iteration 2F (33284.690000 sec): 3 clusters
  Score: Raw -82847.579757 + Penalty 3110.410262 = -79737.169495
  nChanged 13
		SP:Iteration 3Q (33284.860000 sec): 3 clusters
  Score: Raw -82886.706240 + Penalty 3110.410262 = -79776.295978
  nChanged 6
		SP:Iteration 4Q (33285.040000 sec): 3 clusters
  Score: Raw -82898.722218 + Penalty 3110.410262 = -79788.311955
  nChanged 2
		SP:Iteration 5Q (33285.220000 sec): 3 clusters
  Score: Raw -82901.254993 + Penalty 3110.410262 = -79790.844731
  nChanged 1
		SP:Iteration 6Q (33285.390000 sec): 3 clusters
  Score: Raw -82902.504869 + Penalty 3110.410262 = -79792.094607
  nChanged 0
		SP:Iteration 7F (33285.570000 sec): 3 clusters
  Score: Raw -82902.504869 + Penalty 3110.410262 = -79792.094607
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33285.660000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33285.830000 sec): 3 clusters
  Score: Raw -34376.671187 + Penalty 2645.028521 = -31731.642665
  nChanged 20
		SP:Iteration 1F (33285.990000 sec): 3 clusters
  Score: Raw -34445.530720 + Penalty 2645.028521 = -31800.502199
  nChanged 6
		SP:Iteration 2Q (33286.140000 sec): 3 clusters
  Score: Raw -34476.148331 + Penalty 2645.028521 = -31831.119809
  nChanged 3
		SP:Iteration 3Q (33286.140000 sec): 3 clusters
  Score: Raw -34484.961730 + Penalty 2645.028521 = -31839.933209
  nChanged 0
		SP:Iteration 4F (33286.150000 sec): 3 clusters
  Score: Raw -34484.961730 + Penalty 2645.028521 = -31839.933209
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33286.170000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33286.180000 sec): 3 clusters
  Score: Raw -18278.734272 + Penalty 2331.438261 = -15947.296010
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33286.210000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33286.230000 sec): 3 clusters
  Score: Raw -79109.243521 + Penalty 3061.163496 = -76048.080025
  nChanged 75
		SP:Iteration 1F (33286.250000 sec): 3 clusters
  Score: Raw -79247.464287 + Penalty 3061.163496 = -76186.300790
  nChanged 17
		SP:Iteration 2Q (33286.280000 sec): 3 clusters
  Score: Raw -79290.095892 + Penalty 3061.163496 = -76228.932396
  nChanged 12
		SP:Iteration 3Q (33286.300000 sec): 3 clusters
  Score: Raw -79323.295879 + Penalty 3061.163496 = -76262.132383
  nChanged 9
		SP:Iteration 4Q (33286.320000 sec): 3 clusters
  Score: Raw -79345.119991 + Penalty 3061.163496 = -76283.956495
  nChanged 3
		SP:Iteration 5Q (33286.340000 sec): 3 clusters
  Score: Raw -79352.803297 + Penalty 3061.163496 = -76291.639801
  nChanged 1
		SP:Iteration 6Q (33286.370000 sec): 3 clusters
  Score: Raw -79354.928343 + Penalty 3061.163496 = -76293.764847
  nChanged 1
		SP:Iteration 7Q (33286.390000 sec): 3 clusters
  Score: Raw -79357.125609 + Penalty 3061.163496 = -76295.962113
  nChanged 0
		SP:Iteration 8F (33286.420000 sec): 3 clusters
  Score: Raw -79357.125609 + Penalty 3061.163496 = -76295.962113
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33286.450000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33286.480000 sec): 3 clusters
  Score: Raw -132177.275737 + Penalty 3295.965121 = -128881.310616
  nChanged 189
		SP:Iteration 1F (33286.500000 sec): 3 clusters
  Score: Raw -132456.964242 + Penalty 3295.965121 = -129160.999122
  nChanged 40
		SP:Iteration 2F (33286.530000 sec): 3 clusters
  Score: Raw -132517.010320 + Penalty 3295.965121 = -129221.045199
  nChanged 21
		SP:Iteration 3Q (33286.550000 sec): 3 clusters
  Score: Raw -132549.397185 + Penalty 3295.965121 = -129253.432064
  nChanged 11
		SP:Iteration 4Q (33286.580000 sec): 3 clusters
  Score: Raw -132568.723939 + Penalty 3295.965121 = -129272.758818
  nChanged 11
		SP:Iteration 5Q (33286.600000 sec): 3 clusters
  Score: Raw -132581.692898 + Penalty 3295.965121 = -129285.727777
  nChanged 3
		SP:Iteration 6Q (33286.620000 sec): 3 clusters
  Score: Raw -132586.032203 + Penalty 3295.965121 = -129290.067082
  nChanged 3
		SP:Iteration 7Q (33286.650000 sec): 3 clusters
  Score: Raw -132590.620693 + Penalty 3295.965121 = -129294.655572
  nChanged 0
		SP:Iteration 8F (33286.670000 sec): 3 clusters
  Score: Raw -132590.620693 + Penalty 3295.965121 = -129294.655572
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33286.700000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33286.710000 sec): 3 clusters
  Score: Raw -21876.129110 + Penalty 2661.524103 = -19214.605006
  nChanged 31
		SP:Iteration 1F (33286.720000 sec): 3 clusters
  Score: Raw -21990.675993 + Penalty 2661.524103 = -19329.151889
  nChanged 8
		SP:Iteration 2Q (33286.720000 sec): 3 clusters
  Score: Raw -22032.181139 + Penalty 2661.524103 = -19370.657035
  nChanged 7
		SP:Iteration 3Q (33286.730000 sec): 3 clusters
  Score: Raw -22067.907843 + Penalty 2661.524103 = -19406.383740
  nChanged 2
		SP:Iteration 4Q (33286.740000 sec): 3 clusters
  Score: Raw -22076.135488 + Penalty 2661.524103 = -19414.611385
  nChanged 1
		SP:Iteration 5Q (33286.750000 sec): 3 clusters
  Score: Raw -22101.655244 + Penalty 2661.524103 = -19440.131141
  nChanged 1
		SP:Iteration 6Q (33286.760000 sec): 3 clusters
  Score: Raw -22104.535571 + Penalty 2661.524103 = -19443.011467
  nChanged 2
		SP:Iteration 7Q (33286.760000 sec): 3 clusters
  Score: Raw -22108.531423 + Penalty 2661.524103 = -19447.007319
  nChanged 2
		SP:Iteration 8Q (33286.770000 sec): 3 clusters
  Score: Raw -22111.880436 + Penalty 2661.524103 = -19450.356333
  nChanged 0
		SP:Iteration 9F (33286.780000 sec): 3 clusters
  Score: Raw -22111.880436 + Penalty 2661.524103 = -19450.356333
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33286.820000 sec): 2 clusters
  Score: Raw -134555.925709 + Penalty 1644.736441 = -132911.189268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33286.840000 sec): 3 clusters
  Score: Raw -134464.238941 + Penalty 3289.472882 = -131174.766059
  nChanged 158
		SP:Iteration 1F (33286.870000 sec): 3 clusters
  Score: Raw -134671.731501 + Penalty 3289.472882 = -131382.258619
  nChanged 45
		SP:Iteration 2F (33286.890000 sec): 3 clusters
  Score: Raw -134748.049540 + Penalty 3289.472882 = -131458.576658
  nChanged 23
		SP:Iteration 3Q (33286.910000 sec): 3 clusters
  Score: Raw -134788.057986 + Penalty 3289.472882 = -131498.585104
  nChanged 12
		SP:Iteration 4Q (33286.940000 sec): 3 clusters
  Score: Raw -134807.340554 + Penalty 3289.472882 = -131517.867672
  nChanged 9
		SP:Iteration 5Q (33286.960000 sec): 3 clusters
  Score: Raw -134823.900165 + Penalty 3289.472882 = -131534.427283
  nChanged 8
		SP:Iteration 6Q (33286.980000 sec): 3 clusters
  Score: Raw -134838.827647 + Penalty 3289.472882 = -131549.354766
  nChanged 7
		SP:Iteration 7Q (33287.010000 sec): 3 clusters
  Score: Raw -134850.203931 + Penalty 3289.472882 = -131560.731050
  nChanged 5
		SP:Iteration 8Q (33287.040000 sec): 3 clusters
  Score: Raw -134861.479378 + Penalty 3289.472882 = -131572.006497
  nChanged 5
		SP:Iteration 9Q (33287.060000 sec): 3 clusters
  Score: Raw -134867.493765 + Penalty 3289.472882 = -131578.020883
  nChanged 1
		SP:Iteration 10Q (33287.080000 sec): 3 clusters
  Score: Raw -134869.049293 + Penalty 3289.472882 = -131579.576411
  nChanged 1
		SP:Iteration 11Q (33287.110000 sec): 3 clusters
  Score: Raw -134869.733070 + Penalty 3289.472882 = -131580.260188
  nChanged 1
		SP:Iteration 12Q (33287.130000 sec): 3 clusters
  Score: Raw -134870.209715 + Penalty 3289.472882 = -131580.736833
  nChanged 0
		SP:Iteration 13F (33287.160000 sec): 3 clusters
  Score: Raw -134870.209715 + Penalty 3289.472882 = -131580.736833
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33287.220000 sec): 2 clusters
  Score: Raw -270838.454084 + Penalty 1823.405393 = -269015.048691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33287.260000 sec): 3 clusters
  Score: Raw -270383.043924 + Penalty 3646.810786 = -266736.233138
  nChanged 452
		SP:Iteration 1F (33287.300000 sec): 3 clusters
  Score: Raw -270753.021074 + Penalty 3646.810786 = -267106.210288
  nChanged 107
		SP:Iteration 2F (33287.340000 sec): 3 clusters
  Score: Raw -270868.998456 + Penalty 3646.810786 = -267222.187670
  nChanged 59
		SP:Iteration 3Q (33287.380000 sec): 3 clusters
  Score: Raw -270943.441064 + Penalty 3646.810786 = -267296.630279
  nChanged 57
		SP:Iteration 4Q (33287.530000 sec): 3 clusters
  Score: Raw -271002.864481 + Penalty 3646.810786 = -267356.053696
  nChanged 44
		SP:Iteration 5Q (33287.700000 sec): 3 clusters
  Score: Raw -271052.996214 + Penalty 3646.810786 = -267406.185428
  nChanged 36
		SP:Iteration 6Q (33287.880000 sec): 3 clusters
  Score: Raw -271087.398880 + Penalty 3646.810786 = -267440.588094
  nChanged 25
		SP:Iteration 7Q (33288.060000 sec): 3 clusters
  Score: Raw -271124.650824 + Penalty 3646.810786 = -267477.840039
  nChanged 25
		SP:Iteration 8Q (33288.230000 sec): 3 clusters
  Score: Raw -271162.928262 + Penalty 3646.810786 = -267516.117476
  nChanged 33
		SP:Iteration 9Q (33288.410000 sec): 3 clusters
  Score: Raw -271212.732902 + Penalty 3646.810786 = -267565.922116
  nChanged 44
		SP:Iteration 10Q (33288.580000 sec): 3 clusters
  Score: Raw -271277.011661 + Penalty 3646.810786 = -267630.200876
  nChanged 40
		SP:Iteration 11Q (33288.760000 sec): 3 clusters
  Score: Raw -271324.805791 + Penalty 3646.810786 = -267677.995005
  nChanged 32
		SP:Iteration 12Q (33288.940000 sec): 3 clusters
  Score: Raw -271361.942551 + Penalty 3646.810786 = -267715.131766
  nChanged 33
		SP:Iteration 13Q (33289.110000 sec): 3 clusters
  Score: Raw -271413.896140 + Penalty 3646.810786 = -267767.085354
  nChanged 37
		SP:Iteration 14Q (33289.290000 sec): 3 clusters
  Score: Raw -271466.114253 + Penalty 3646.810786 = -267819.303467
  nChanged 36
		SP:Iteration 15Q (33289.460000 sec): 3 clusters
  Score: Raw -271512.055164 + Penalty 3646.810786 = -267865.244378
  nChanged 21
		SP:Iteration 16Q (33289.640000 sec): 3 clusters
  Score: Raw -271533.352985 + Penalty 3646.810786 = -267886.542199
  nChanged 11
		SP:Iteration 17Q (33289.820000 sec): 3 clusters
  Score: Raw -271549.635572 + Penalty 3646.810786 = -267902.824787
  nChanged 9
		SP:Iteration 18Q (33289.990000 sec): 3 clusters
  Score: Raw -271556.978081 + Penalty 3646.810786 = -267910.167295
  nChanged 4
		SP:Iteration 19Q (33290.170000 sec): 3 clusters
  Score: Raw -271559.621831 + Penalty 3646.810786 = -267912.811045
  nChanged 2
		SP:Iteration 20F (33290.340000 sec): 3 clusters
  Score: Raw -271560.377306 + Penalty 3646.810786 = -267913.566520
  nChanged 1
		SP:Iteration 21Q (33290.520000 sec): 3 clusters
  Score: Raw -271562.195797 + Penalty 3646.810786 = -267915.385011
  nChanged 1
		SP:Iteration 22Q (33290.690000 sec): 3 clusters
  Score: Raw -271563.011525 + Penalty 3646.810786 = -267916.200739
  nChanged 1
		SP:Iteration 23Q (33290.870000 sec): 3 clusters
  Score: Raw -271563.436553 + Penalty 3646.810786 = -267916.625767
  nChanged 0
		SP:Iteration 24F (33291.040000 sec): 3 clusters
  Score: Raw -271563.436553 + Penalty 3646.810786 = -267916.625767
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33291.130000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33291.310000 sec): 3 clusters
  Score: Raw -59980.281107 + Penalty 2975.472535 = -57004.808573
  nChanged 75
		SP:Iteration 1F (33291.480000 sec): 3 clusters
  Score: Raw -60166.456561 + Penalty 2975.472535 = -57190.984026
  nChanged 19
		SP:Iteration 2Q (33291.660000 sec): 3 clusters
  Score: Raw -60224.509267 + Penalty 2975.472535 = -57249.036732
  nChanged 8
		SP:Iteration 3Q (33291.840000 sec): 3 clusters
  Score: Raw -60250.629544 + Penalty 2975.472535 = -57275.157009
  nChanged 6
		SP:Iteration 4Q (33292.010000 sec): 3 clusters
  Score: Raw -60277.806344 + Penalty 2975.472535 = -57302.333810
  nChanged 5
		SP:Iteration 5Q (33292.190000 sec): 3 clusters
  Score: Raw -60289.291341 + Penalty 2975.472535 = -57313.818806
  nChanged 4
		SP:Iteration 6Q (33292.360000 sec): 3 clusters
  Score: Raw -60303.656568 + Penalty 2975.472535 = -57328.184033
  nChanged 0
		SP:Iteration 7F (33292.540000 sec): 3 clusters
  Score: Raw -60303.656568 + Penalty 2975.472535 = -57328.184033
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33292.630000 sec): 2 clusters
  Score: Raw -185803.202962 + Penalty 1742.333502 = -184060.869460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33292.800000 sec): 3 clusters
  Score: Raw -185498.342715 + Penalty 3484.667004 = -182013.675711
  nChanged 275
		SP:Iteration 1F (33292.980000 sec): 3 clusters
  Score: Raw -185827.103540 + Penalty 3484.667004 = -182342.436536
  nChanged 98
		SP:Iteration 2F (33293.160000 sec): 3 clusters
  Score: Raw -186046.694519 + Penalty 3484.667004 = -182562.027515
  nChanged 81
		SP:Iteration 3F (33293.330000 sec): 3 clusters
  Score: Raw -186249.417936 + Penalty 3484.667004 = -182764.750932
  nChanged 68
		SP:Iteration 4F (33293.510000 sec): 3 clusters
  Score: Raw -186428.438230 + Penalty 3484.667004 = -182943.771226
  nChanged 57
		SP:Iteration 5F (33293.680000 sec): 3 clusters
  Score: Raw -186568.512478 + Penalty 3484.667004 = -183083.845474
  nChanged 51
		SP:Iteration 6Q (33293.860000 sec): 3 clusters
  Score: Raw -186676.421329 + Penalty 3484.667004 = -183191.754325
  nChanged 30
		SP:Iteration 7Q (33294.040000 sec): 3 clusters
  Score: Raw -186733.334705 + Penalty 3484.667004 = -183248.667701
  nChanged 26
		SP:Iteration 8Q (33294.210000 sec): 3 clusters
  Score: Raw -186782.714674 + Penalty 3484.667004 = -183298.047670
  nChanged 24
		SP:Iteration 9Q (33294.390000 sec): 3 clusters
  Score: Raw -186818.329112 + Penalty 3484.667004 = -183333.662108
  nChanged 17
		SP:Iteration 10Q (33294.560000 sec): 3 clusters
  Score: Raw -186837.019001 + Penalty 3484.667004 = -183352.351997
  nChanged 6
		SP:Iteration 11Q (33294.740000 sec): 3 clusters
  Score: Raw -186844.432765 + Penalty 3484.667004 = -183359.765761
  nChanged 4
		SP:Iteration 12Q (33294.920000 sec): 3 clusters
  Score: Raw -186848.993865 + Penalty 3484.667004 = -183364.326861
  nChanged 4
		SP:Iteration 13Q (33295.090000 sec): 3 clusters
  Score: Raw -186854.110175 + Penalty 3484.667004 = -183369.443171
  nChanged 6
		SP:Iteration 14Q (33295.270000 sec): 3 clusters
  Score: Raw -186865.541945 + Penalty 3484.667004 = -183380.874941
  nChanged 5
		SP:Iteration 15Q (33295.440000 sec): 3 clusters
  Score: Raw -186871.329776 + Penalty 3484.667004 = -183386.662772
  nChanged 3
		SP:Iteration 16Q (33295.620000 sec): 3 clusters
  Score: Raw -186875.732263 + Penalty 3484.667004 = -183391.065259
  nChanged 2
		SP:Iteration 17Q (33295.790000 sec): 3 clusters
  Score: Raw -186879.179810 + Penalty 3484.667004 = -183394.512806
  nChanged 1
		SP:Iteration 18Q (33295.970000 sec): 3 clusters
  Score: Raw -186880.650906 + Penalty 3484.667004 = -183395.983902
  nChanged 2
		SP:Iteration 19Q (33296.150000 sec): 3 clusters
  Score: Raw -186882.318633 + Penalty 3484.667004 = -183397.651629
  nChanged 0
		SP:Iteration 20F (33296.320000 sec): 3 clusters
  Score: Raw -186882.318633 + Penalty 3484.667004 = -183397.651629
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33296.980000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33297.990000 sec): 3 clusters
  Score: Raw -19043803.889277 + Penalty 5708.955617 = -19038094.933660
  nChanged 47169
		SP:Iteration 1F (33298.990000 sec): 3 clusters
  Score: Raw -19070852.041883 + Penalty 5708.955617 = -19065143.086265
  nChanged 3498
		SP:Iteration 2Q (33299.970000 sec): 3 clusters
  Score: Raw -19071834.158671 + Penalty 5708.955617 = -19066125.203053
  nChanged 4095
		SP:Iteration 3Q (33301.090000 sec): 3 clusters
  Score: Raw -19073305.911037 + Penalty 5708.955617 = -19067596.955420
  nChanged 5207
		SP:Iteration 4F (33302.100000 sec): 3 clusters
  Score: Raw -19075803.078339 + Penalty 5708.955617 = -19070094.122721
  nChanged 6735
		SP:Iteration 5F (33303.120000 sec): 3 clusters
  Score: Raw -19080046.232513 + Penalty 5708.955617 = -19074337.276896
  nChanged 7899
		SP:Iteration 6F (33304.140000 sec): 3 clusters
  Score: Raw -19086007.343543 + Penalty 5708.955617 = -19080298.387925
  nChanged 7955
		SP:Iteration 7F (33305.110000 sec): 3 clusters
  Score: Raw -19092742.973379 + Penalty 5708.955617 = -19087034.017761
  nChanged 6773
		SP:Iteration 8F (33306.110000 sec): 3 clusters
  Score: Raw -19098812.006613 + Penalty 5708.955617 = -19093103.050995
  nChanged 4860
		SP:Iteration 9Q (33307.170000 sec): 3 clusters
  Score: Raw -19103377.180696 + Penalty 5708.955617 = -19097668.225079
  nChanged 2854
		SP:Iteration 10Q (33308.130000 sec): 3 clusters
  Score: Raw -19106130.023385 + Penalty 5708.955617 = -19100421.067768
  nChanged 1273
		SP:Iteration 11Q (33309.070000 sec): 3 clusters
  Score: Raw -19107345.462927 + Penalty 5708.955617 = -19101636.507309
  nChanged 480
		SP:Iteration 12Q (33310.000000 sec): 3 clusters
  Score: Raw -19107832.156914 + Penalty 5708.955617 = -19102123.201296
  nChanged 185
		SP:Iteration 13Q (33310.800000 sec): 3 clusters
  Score: Raw -19108076.062278 + Penalty 5708.955617 = -19102367.106661
  nChanged 97
		SP:Iteration 14Q (33311.620000 sec): 3 clusters
  Score: Raw -19108189.944088 + Penalty 5708.955617 = -19102480.988470
  nChanged 68
		SP:Iteration 15Q (33312.400000 sec): 3 clusters
  Score: Raw -19108255.739344 + Penalty 5708.955617 = -19102546.783727
  nChanged 55
		SP:Iteration 16Q (33313.180000 sec): 3 clusters
  Score: Raw -19108312.082103 + Penalty 5708.955617 = -19102603.126486
  nChanged 37
		SP:Iteration 17Q (33313.950000 sec): 3 clusters
  Score: Raw -19108358.643352 + Penalty 5708.955617 = -19102649.687735
  nChanged 34
		SP:Iteration 18Q (33314.730000 sec): 3 clusters
  Score: Raw -19108395.290082 + Penalty 5708.955617 = -19102686.334464
  nChanged 23
		SP:Iteration 19Q (33315.510000 sec): 3 clusters
  Score: Raw -19108423.647221 + Penalty 5708.955617 = -19102714.691603
  nChanged 27
		SP:Iteration 20F (33316.330000 sec): 3 clusters
  Score: Raw -19108454.426090 + Penalty 5708.955617 = -19102745.470473
  nChanged 38
		SP:Iteration 21Q (33317.190000 sec): 3 clusters
  Score: Raw -19108502.227045 + Penalty 5708.955617 = -19102793.271428
  nChanged 33
		SP:Iteration 22Q (33318.000000 sec): 3 clusters
  Score: Raw -19108537.001719 + Penalty 5708.955617 = -19102828.046101
  nChanged 28
		SP:Iteration 23Q (33318.830000 sec): 3 clusters
  Score: Raw -19108558.379410 + Penalty 5708.955617 = -19102849.423792
  nChanged 20
		SP:Iteration 24Q (33319.650000 sec): 3 clusters
  Score: Raw -19108574.023999 + Penalty 5708.955617 = -19102865.068382
  nChanged 13
		SP:Iteration 25Q (33320.470000 sec): 3 clusters
  Score: Raw -19108583.102118 + Penalty 5708.955617 = -19102874.146500
  nChanged 5
		SP:Iteration 26Q (33321.280000 sec): 3 clusters
  Score: Raw -19108586.798248 + Penalty 5708.955617 = -19102877.842630
  nChanged 7
		SP:Iteration 27Q (33322.060000 sec): 3 clusters
  Score: Raw -19108591.693388 + Penalty 5708.955617 = -19102882.737771
  nChanged 4
		SP:Iteration 28Q (33322.820000 sec): 3 clusters
  Score: Raw -19108595.615312 + Penalty 5708.955617 = -19102886.659695
  nChanged 5
		SP:Iteration 29Q (33323.600000 sec): 3 clusters
  Score: Raw -19108599.599661 + Penalty 5708.955617 = -19102890.644044
  nChanged 4
		SP:Iteration 30Q (33324.450000 sec): 3 clusters
  Score: Raw -19108603.254602 + Penalty 5708.955617 = -19102894.298985
  nChanged 3
		SP:Iteration 31Q (33325.280000 sec): 3 clusters
  Score: Raw -19108605.543224 + Penalty 5708.955617 = -19102896.587607
  nChanged 2
		SP:Iteration 32Q (33326.050000 sec): 3 clusters
  Score: Raw -19108607.526974 + Penalty 5708.955617 = -19102898.571357
  nChanged 2
		SP:Iteration 33Q (33326.870000 sec): 3 clusters
  Score: Raw -19108609.424388 + Penalty 5708.955617 = -19102900.468770
  nChanged 6
		SP:Iteration 34Q (33327.760000 sec): 3 clusters
  Score: Raw -19108613.985966 + Penalty 5708.955617 = -19102905.030349
  nChanged 3
		SP:Iteration 35Q (33328.640000 sec): 3 clusters
  Score: Raw -19108616.385566 + Penalty 5708.955617 = -19102907.429949
  nChanged 4
		SP:Iteration 36Q (33329.530000 sec): 3 clusters
  Score: Raw -19108619.443126 + Penalty 5708.955617 = -19102910.487509
  nChanged 4
		SP:Iteration 37Q (33330.460000 sec): 3 clusters
  Score: Raw -19108621.489887 + Penalty 5708.955617 = -19102912.534269
  nChanged 2
		SP:Iteration 38Q (33331.340000 sec): 3 clusters
  Score: Raw -19108622.663578 + Penalty 5708.955617 = -19102913.707961
  nChanged 1
		SP:Iteration 39Q (33332.270000 sec): 3 clusters
  Score: Raw -19108623.206834 + Penalty 5708.955617 = -19102914.251216
  nChanged 0
		SP:Iteration 40F (33333.230000 sec): 3 clusters
  Score: Raw -19108623.206834 + Penalty 5708.955617 = -19102914.251216
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33333.280000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33333.290000 sec): 3 clusters
  Score: Raw -50666.498955 + Penalty 2829.076107 = -47837.422847
  nChanged 28
		SP:Iteration 1F (33333.300000 sec): 3 clusters
  Score: Raw -50751.228802 + Penalty 2829.076107 = -47922.152694
  nChanged 4
		SP:Iteration 2Q (33333.310000 sec): 3 clusters
  Score: Raw -50764.868442 + Penalty 2829.076107 = -47935.792335
  nChanged 1
		SP:Iteration 3Q (33333.320000 sec): 3 clusters
  Score: Raw -50767.625463 + Penalty 2829.076107 = -47938.549356
  nChanged 0
		SP:Iteration 4F (33333.330000 sec): 3 clusters
  Score: Raw -50767.625463 + Penalty 2829.076107 = -47938.549356
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33333.360000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33333.370000 sec): 3 clusters
  Score: Raw -27293.610436 + Penalty 2570.164641 = -24723.445795
  nChanged 12
		SP:Iteration 1F (33333.370000 sec): 3 clusters
  Score: Raw -27354.376714 + Penalty 2570.164641 = -24784.212073
  nChanged 3
		SP:Iteration 2Q (33333.380000 sec): 3 clusters
  Score: Raw -27371.972112 + Penalty 2570.164641 = -24801.807471
  nChanged 1
		SP:Iteration 3Q (33333.390000 sec): 3 clusters
  Score: Raw -27376.255439 + Penalty 2570.164641 = -24806.090798
  nChanged 1
		SP:Iteration 4Q (33333.390000 sec): 3 clusters
  Score: Raw -27385.280085 + Penalty 2570.164641 = -24815.115444
  nChanged 1
		SP:Iteration 5Q (33333.400000 sec): 3 clusters
  Score: Raw -27388.782783 + Penalty 2570.164641 = -24818.618142
  nChanged 1
		SP:Iteration 6Q (33333.410000 sec): 3 clusters
  Score: Raw -27392.069650 + Penalty 2570.164641 = -24821.905009
  nChanged 0
		SP:Iteration 7F (33333.410000 sec): 3 clusters
  Score: Raw -27392.069650 + Penalty 2570.164641 = -24821.905009
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33333.440000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33333.450000 sec): 3 clusters
  Score: Raw -48046.809209 + Penalty 2810.547637 = -45236.261572
  nChanged 36
		SP:Iteration 1F (33333.460000 sec): 3 clusters
  Score: Raw -48154.128891 + Penalty 2810.547637 = -45343.581253
  nChanged 8
		SP:Iteration 2Q (33333.470000 sec): 3 clusters
  Score: Raw -48180.791376 + Penalty 2810.547637 = -45370.243739
  nChanged 3
		SP:Iteration 3Q (33333.480000 sec): 3 clusters
  Score: Raw -48190.470059 + Penalty 2810.547637 = -45379.922422
  nChanged 1
		SP:Iteration 4Q (33333.490000 sec): 3 clusters
  Score: Raw -48193.279054 + Penalty 2810.547637 = -45382.731417
  nChanged 1
		SP:Iteration 5Q (33333.500000 sec): 3 clusters
  Score: Raw -48198.767297 + Penalty 2810.547637 = -45388.219660
  nChanged 0
		SP:Iteration 6F (33333.510000 sec): 3 clusters
  Score: Raw -48198.767297 + Penalty 2810.547637 = -45388.219660
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33333.530000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33333.550000 sec): 3 clusters
  Score: Raw -45076.726142 + Penalty 2927.706133 = -42149.020009
  nChanged 73
		SP:Iteration 1F (33333.550000 sec): 3 clusters
  Score: Raw -45259.973846 + Penalty 2927.706133 = -42332.267712
  nChanged 14
		SP:Iteration 2Q (33333.570000 sec): 3 clusters
  Score: Raw -45292.442909 + Penalty 2927.706133 = -42364.736775
  nChanged 10
		SP:Iteration 3Q (33333.590000 sec): 3 clusters
  Score: Raw -45324.431451 + Penalty 2927.706133 = -42396.725317
  nChanged 6
		SP:Iteration 4Q (33333.600000 sec): 3 clusters
  Score: Raw -45340.445754 + Penalty 2927.706133 = -42412.739621
  nChanged 6
		SP:Iteration 5Q (33333.610000 sec): 3 clusters
  Score: Raw -45354.233067 + Penalty 2927.706133 = -42426.526933
  nChanged 2
		SP:Iteration 6Q (33333.630000 sec): 3 clusters
  Score: Raw -45355.911342 + Penalty 2927.706133 = -42428.205208
  nChanged 2
		SP:Iteration 7Q (33333.640000 sec): 3 clusters
  Score: Raw -45357.729010 + Penalty 2927.706133 = -42430.022877
  nChanged 0
		SP:Iteration 8F (33333.660000 sec): 3 clusters
  Score: Raw -45357.729010 + Penalty 2927.706133 = -42430.022877
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33333.870000 sec): 2 clusters
  Score: Raw -2767957.350437 + Penalty 2402.855141 = -2765554.495296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33334.160000 sec): 3 clusters
  Score: Raw -2758839.040718 + Penalty 4805.710281 = -2754033.330437
  nChanged 6959
		SP:Iteration 1F (33334.470000 sec): 3 clusters
  Score: Raw -2762529.293034 + Penalty 4805.710281 = -2757723.582753
  nChanged 922
		SP:Iteration 2F (33334.770000 sec): 3 clusters
  Score: Raw -2762922.068590 + Penalty 4805.710281 = -2758116.358309
  nChanged 810
		SP:Iteration 3F (33335.080000 sec): 3 clusters
  Score: Raw -2763292.848618 + Penalty 4805.710281 = -2758487.138336
  nChanged 759
		SP:Iteration 4Q (33335.370000 sec): 3 clusters
  Score: Raw -2763684.076440 + Penalty 4805.710281 = -2758878.366159
  nChanged 746
		SP:Iteration 5Q (33335.630000 sec): 3 clusters
  Score: Raw -2764077.371608 + Penalty 4805.710281 = -2759271.661327
  nChanged 724
		SP:Iteration 6Q (33335.850000 sec): 3 clusters
  Score: Raw -2764390.032722 + Penalty 4805.710281 = -2759584.322441
  nChanged 613
		SP:Iteration 7Q (33336.130000 sec): 3 clusters
  Score: Raw -2764660.505104 + Penalty 4805.710281 = -2759854.794823
  nChanged 609
		SP:Iteration 8Q (33336.430000 sec): 3 clusters
  Score: Raw -2764929.536826 + Penalty 4805.710281 = -2760123.826545
  nChanged 566
		SP:Iteration 9Q (33336.740000 sec): 3 clusters
  Score: Raw -2765188.779327 + Penalty 4805.710281 = -2760383.069046
  nChanged 520
		SP:Iteration 10Q (33337.050000 sec): 3 clusters
  Score: Raw -2765455.007012 + Penalty 4805.710281 = -2760649.296730
  nChanged 537
		SP:Iteration 11Q (33337.350000 sec): 3 clusters
  Score: Raw -2765750.833446 + Penalty 4805.710281 = -2760945.123165
  nChanged 535
		SP:Iteration 12Q (33337.660000 sec): 3 clusters
  Score: Raw -2766049.470835 + Penalty 4805.710281 = -2761243.760554
  nChanged 499
		SP:Iteration 13Q (33337.970000 sec): 3 clusters
  Score: Raw -2766332.725398 + Penalty 4805.710281 = -2761527.015117
  nChanged 473
		SP:Iteration 14Q (33338.280000 sec): 3 clusters
  Score: Raw -2766568.659692 + Penalty 4805.710281 = -2761762.949411
  nChanged 397
		SP:Iteration 15Q (33338.590000 sec): 3 clusters
  Score: Raw -2766771.349602 + Penalty 4805.710281 = -2761965.639321
  nChanged 347
		SP:Iteration 16Q (33338.890000 sec): 3 clusters
  Score: Raw -2766926.451243 + Penalty 4805.710281 = -2762120.740961
  nChanged 261
		SP:Iteration 17Q (33339.200000 sec): 3 clusters
  Score: Raw -2767041.071276 + Penalty 4805.710281 = -2762235.360995
  nChanged 219
		SP:Iteration 18Q (33339.500000 sec): 3 clusters
  Score: Raw -2767137.376571 + Penalty 4805.710281 = -2762331.666290
  nChanged 220
		SP:Iteration 19Q (33339.810000 sec): 3 clusters
  Score: Raw -2767232.401418 + Penalty 4805.710281 = -2762426.691137
  nChanged 235
		SP:Iteration 20F (33340.110000 sec): 3 clusters
  Score: Raw -2767327.482031 + Penalty 4805.710281 = -2762521.771749
  nChanged 229
		SP:Iteration 21Q (33340.420000 sec): 3 clusters
  Score: Raw -2767413.495570 + Penalty 4805.710281 = -2762607.785289
  nChanged 212
		SP:Iteration 22Q (33340.720000 sec): 3 clusters
  Score: Raw -2767493.896449 + Penalty 4805.710281 = -2762688.186168
  nChanged 210
		SP:Iteration 23Q (33341.030000 sec): 3 clusters
  Score: Raw -2767570.947489 + Penalty 4805.710281 = -2762765.237208
  nChanged 184
		SP:Iteration 24Q (33341.330000 sec): 3 clusters
  Score: Raw -2767640.636457 + Penalty 4805.710281 = -2762834.926175
  nChanged 164
		SP:Iteration 25Q (33341.640000 sec): 3 clusters
  Score: Raw -2767697.246653 + Penalty 4805.710281 = -2762891.536372
  nChanged 159
		SP:Iteration 26Q (33341.950000 sec): 3 clusters
  Score: Raw -2767751.090646 + Penalty 4805.710281 = -2762945.380365
  nChanged 155
		SP:Iteration 27Q (33342.260000 sec): 3 clusters
  Score: Raw -2767801.535154 + Penalty 4805.710281 = -2762995.824873
  nChanged 132
		SP:Iteration 28Q (33342.570000 sec): 3 clusters
  Score: Raw -2767846.448462 + Penalty 4805.710281 = -2763040.738181
  nChanged 132
		SP:Iteration 29Q (33342.880000 sec): 3 clusters
  Score: Raw -2767892.499395 + Penalty 4805.710281 = -2763086.789114
  nChanged 145
		SP:Iteration 30Q (33343.190000 sec): 3 clusters
  Score: Raw -2767941.939884 + Penalty 4805.710281 = -2763136.229603
  nChanged 132
		SP:Iteration 31Q (33343.490000 sec): 3 clusters
  Score: Raw -2767987.561917 + Penalty 4805.710281 = -2763181.851636
  nChanged 117
		SP:Iteration 32Q (33343.800000 sec): 3 clusters
  Score: Raw -2768030.468365 + Penalty 4805.710281 = -2763224.758084
  nChanged 125
		SP:Iteration 33Q (33344.110000 sec): 3 clusters
  Score: Raw -2768079.250706 + Penalty 4805.710281 = -2763273.540425
  nChanged 116
		SP:Iteration 34Q (33344.420000 sec): 3 clusters
  Score: Raw -2768115.443848 + Penalty 4805.710281 = -2763309.733567
  nChanged 86
		SP:Iteration 35Q (33344.730000 sec): 3 clusters
  Score: Raw -2768143.237155 + Penalty 4805.710281 = -2763337.526874
  nChanged 81
		SP:Iteration 36Q (33345.040000 sec): 3 clusters
  Score: Raw -2768166.327377 + Penalty 4805.710281 = -2763360.617096
  nChanged 69
		SP:Iteration 37Q (33345.350000 sec): 3 clusters
  Score: Raw -2768186.883706 + Penalty 4805.710281 = -2763381.173425
  nChanged 52
		SP:Iteration 38Q (33345.660000 sec): 3 clusters
  Score: Raw -2768204.061501 + Penalty 4805.710281 = -2763398.351220
  nChanged 59
		SP:Iteration 39Q (33345.970000 sec): 3 clusters
  Score: Raw -2768223.325647 + Penalty 4805.710281 = -2763417.615366
  nChanged 59
		SP:Iteration 40F (33346.280000 sec): 3 clusters
  Score: Raw -2768241.766441 + Penalty 4805.710281 = -2763436.056160
  nChanged 46
		SP:Iteration 41Q (33346.580000 sec): 3 clusters
  Score: Raw -2768258.244938 + Penalty 4805.710281 = -2763452.534656
  nChanged 44
		SP:Iteration 42Q (33346.890000 sec): 3 clusters
  Score: Raw -2768272.627501 + Penalty 4805.710281 = -2763466.917220
  nChanged 43
		SP:Iteration 43Q (33347.190000 sec): 3 clusters
  Score: Raw -2768288.349154 + Penalty 4805.710281 = -2763482.638873
  nChanged 48
		SP:Iteration 44Q (33347.500000 sec): 3 clusters
  Score: Raw -2768305.129449 + Penalty 4805.710281 = -2763499.419168
  nChanged 43
		SP:Iteration 45Q (33347.810000 sec): 3 clusters
  Score: Raw -2768320.248524 + Penalty 4805.710281 = -2763514.538243
  nChanged 43
		SP:Iteration 46Q (33348.150000 sec): 3 clusters
  Score: Raw -2768332.639136 + Penalty 4805.710281 = -2763526.928855
  nChanged 25
		SP:Iteration 47Q (33348.420000 sec): 3 clusters
  Score: Raw -2768338.764659 + Penalty 4805.710281 = -2763533.054378
  nChanged 21
		SP:Iteration 48Q (33348.730000 sec): 3 clusters
  Score: Raw -2768344.347899 + Penalty 4805.710281 = -2763538.637618
  nChanged 18
		SP:Iteration 49Q (33349.040000 sec): 3 clusters
  Score: Raw -2768349.657962 + Penalty 4805.710281 = -2763543.947681
  nChanged 17
		SP:Iteration 50Q (33349.350000 sec): 3 clusters
  Score: Raw -2768354.114365 + Penalty 4805.710281 = -2763548.404084
  nChanged 14
		SP:Iteration 51Q (33349.660000 sec): 3 clusters
  Score: Raw -2768359.660592 + Penalty 4805.710281 = -2763553.950311
  nChanged 23
		SP:Iteration 52Q (33349.960000 sec): 3 clusters
  Score: Raw -2768366.872337 + Penalty 4805.710281 = -2763561.162056
  nChanged 12
		SP:Iteration 53Q (33350.270000 sec): 3 clusters
  Score: Raw -2768370.551081 + Penalty 4805.710281 = -2763564.840800
  nChanged 10
		SP:Iteration 54Q (33350.580000 sec): 3 clusters
  Score: Raw -2768373.184104 + Penalty 4805.710281 = -2763567.473823
  nChanged 13
		SP:Iteration 55Q (33350.890000 sec): 3 clusters
  Score: Raw -2768376.617119 + Penalty 4805.710281 = -2763570.906838
  nChanged 16
		SP:Iteration 56Q (33351.160000 sec): 3 clusters
  Score: Raw -2768380.691780 + Penalty 4805.710281 = -2763574.981499
  nChanged 16
		SP:Iteration 57Q (33351.510000 sec): 3 clusters
  Score: Raw -2768385.466087 + Penalty 4805.710281 = -2763579.755806
  nChanged 11
		SP:Iteration 58Q (33351.800000 sec): 3 clusters
  Score: Raw -2768388.289172 + Penalty 4805.710281 = -2763582.578891
  nChanged 6
		SP:Iteration 59Q (33352.090000 sec): 3 clusters
  Score: Raw -2768390.310842 + Penalty 4805.710281 = -2763584.600561
  nChanged 10
		SP:Iteration 60F (33352.390000 sec): 3 clusters
  Score: Raw -2768394.642418 + Penalty 4805.710281 = -2763588.932137
  nChanged 13
		SP:Iteration 61Q (33352.740000 sec): 3 clusters
  Score: Raw -2768399.236213 + Penalty 4805.710281 = -2763593.525932
  nChanged 15
		SP:Iteration 62Q (33353.040000 sec): 3 clusters
  Score: Raw -2768404.915476 + Penalty 4805.710281 = -2763599.205194
  nChanged 13
		SP:Iteration 63Q (33353.390000 sec): 3 clusters
  Score: Raw -2768408.521433 + Penalty 4805.710281 = -2763602.811152
  nChanged 13
		SP:Iteration 64Q (33353.690000 sec): 3 clusters
  Score: Raw -2768412.635637 + Penalty 4805.710281 = -2763606.925356
  nChanged 12
		SP:Iteration 65Q (33354.030000 sec): 3 clusters
  Score: Raw -2768417.120026 + Penalty 4805.710281 = -2763611.409745
  nChanged 14
		SP:Iteration 66Q (33354.330000 sec): 3 clusters
  Score: Raw -2768421.800384 + Penalty 4805.710281 = -2763616.090102
  nChanged 17
		SP:Iteration 67Q (33354.680000 sec): 3 clusters
  Score: Raw -2768427.724622 + Penalty 4805.710281 = -2763622.014340
  nChanged 12
		SP:Iteration 68Q (33354.980000 sec): 3 clusters
  Score: Raw -2768433.368182 + Penalty 4805.710281 = -2763627.657901
  nChanged 12
		SP:Iteration 69Q (33355.330000 sec): 3 clusters
  Score: Raw -2768437.476417 + Penalty 4805.710281 = -2763631.766136
  nChanged 7
		SP:Iteration 70Q (33355.670000 sec): 3 clusters
  Score: Raw -2768439.580551 + Penalty 4805.710281 = -2763633.870270
  nChanged 6
		SP:Iteration 71Q (33355.970000 sec): 3 clusters
  Score: Raw -2768441.070700 + Penalty 4805.710281 = -2763635.360419
  nChanged 5
		SP:Iteration 72Q (33356.280000 sec): 3 clusters
  Score: Raw -2768442.444477 + Penalty 4805.710281 = -2763636.734196
  nChanged 5
		SP:Iteration 73Q (33356.540000 sec): 3 clusters
  Score: Raw -2768443.405346 + Penalty 4805.710281 = -2763637.695065
  nChanged 2
		SP:Iteration 74Q (33356.840000 sec): 3 clusters
  Score: Raw -2768443.959462 + Penalty 4805.710281 = -2763638.249181
  nChanged 2
		SP:Iteration 75Q (33357.100000 sec): 3 clusters
  Score: Raw -2768444.867486 + Penalty 4805.710281 = -2763639.157205
  nChanged 5
		SP:Iteration 76Q (33357.410000 sec): 3 clusters
  Score: Raw -2768446.786269 + Penalty 4805.710281 = -2763641.075988
  nChanged 4
		SP:Iteration 77Q (33357.710000 sec): 3 clusters
  Score: Raw -2768447.978294 + Penalty 4805.710281 = -2763642.268013
  nChanged 6
		SP:Iteration 78Q (33358.010000 sec): 3 clusters
  Score: Raw -2768449.311383 + Penalty 4805.710281 = -2763643.601102
  nChanged 0
		SP:Iteration 79F (33358.350000 sec): 3 clusters
  Score: Raw -2768449.311383 + Penalty 4805.710281 = -2763643.601102
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33358.450000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33358.650000 sec): 3 clusters
  Score: Raw -18938.503023 + Penalty 2686.385799 = -16252.117224
  nChanged 33
		SP:Iteration 1F (33358.820000 sec): 3 clusters
  Score: Raw -19110.758780 + Penalty 2686.385799 = -16424.372981
  nChanged 11
		SP:Iteration 2Q (33359.000000 sec): 3 clusters
  Score: Raw -19183.344849 + Penalty 2686.385799 = -16496.959049
  nChanged 5
		SP:Iteration 3Q (33359.170000 sec): 3 clusters
  Score: Raw -19208.202801 + Penalty 2686.385799 = -16521.817002
  nChanged 4
		SP:Iteration 4Q (33359.350000 sec): 3 clusters
  Score: Raw -19259.547708 + Penalty 2686.385799 = -16573.161908
  nChanged 4
		SP:Iteration 5Q (33359.570000 sec): 3 clusters
  Score: Raw -19305.908636 + Penalty 2686.385799 = -16619.522837
  nChanged 1
		SP:Iteration 6Q (33359.750000 sec): 3 clusters
  Score: Raw -19307.304350 + Penalty 2686.385799 = -16620.918551
  nChanged 1
		SP:Iteration 7Q (33359.920000 sec): 3 clusters
  Score: Raw -19317.546595 + Penalty 2686.385799 = -16631.160796
  nChanged 1
		SP:Iteration 8Q (33360.100000 sec): 3 clusters
  Score: Raw -19324.074306 + Penalty 2686.385799 = -16637.688507
  nChanged 1
		SP:Iteration 9Q (33360.280000 sec): 3 clusters
  Score: Raw -19328.193599 + Penalty 2686.385799 = -16641.807799
  nChanged 1
		SP:Iteration 10Q (33360.450000 sec): 3 clusters
  Score: Raw -19330.922716 + Penalty 2686.385799 = -16644.536917
  nChanged 0
		SP:Iteration 11F (33360.630000 sec): 3 clusters
  Score: Raw -19330.922716 + Penalty 2686.385799 = -16644.536917
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33360.700000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33360.880000 sec): 3 clusters
  Score: Raw -25151.716357 + Penalty 2575.706598 = -22576.009759
  nChanged 11
		SP:Iteration 1F (33361.060000 sec): 3 clusters
  Score: Raw -25213.576894 + Penalty 2575.706598 = -22637.870296
  nChanged 1
		SP:Iteration 2Q (33361.230000 sec): 3 clusters
  Score: Raw -25223.554678 + Penalty 2575.706598 = -22647.848080
  nChanged 1
		SP:Iteration 3Q (33361.400000 sec): 3 clusters
  Score: Raw -25231.070578 + Penalty 2575.706598 = -22655.363980
  nChanged 0
		SP:Iteration 4F (33361.580000 sec): 3 clusters
  Score: Raw -25231.070578 + Penalty 2575.706598 = -22655.363980
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33361.620000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33361.790000 sec): 3 clusters
  Score: Raw -20256.329708 + Penalty 2544.429763 = -17711.899945
  nChanged 30
		SP:Iteration 1F (33361.970000 sec): 3 clusters
  Score: Raw -20417.873970 + Penalty 2544.429763 = -17873.444208
  nChanged 4
		SP:Iteration 2Q (33362.140000 sec): 3 clusters
  Score: Raw -20436.683545 + Penalty 2544.429763 = -17892.253782
  nChanged 2
		SP:Iteration 3Q (33362.320000 sec): 3 clusters
  Score: Raw -20443.947575 + Penalty 2544.429763 = -17899.517812
  nChanged 2
		SP:Iteration 4Q (33362.500000 sec): 3 clusters
  Score: Raw -20452.181933 + Penalty 2544.429763 = -17907.752170
  nChanged 0
		SP:Iteration 5F (33362.670000 sec): 3 clusters
  Score: Raw -20452.181933 + Penalty 2544.429763 = -17907.752170
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33362.760000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33362.940000 sec): 3 clusters
  Score: Raw -71994.923733 + Penalty 2992.410766 = -69002.512967
  nChanged 61
		SP:Iteration 1F (33363.110000 sec): 3 clusters
  Score: Raw -72144.591480 + Penalty 2992.410766 = -69152.180714
  nChanged 12
		SP:Iteration 2Q (33363.280000 sec): 3 clusters
  Score: Raw -72175.324501 + Penalty 2992.410766 = -69182.913735
  nChanged 1
		SP:Iteration 3Q (33363.460000 sec): 3 clusters
  Score: Raw -72177.332762 + Penalty 2992.410766 = -69184.921996
  nChanged 2
		SP:Iteration 4Q (33363.640000 sec): 3 clusters
  Score: Raw -72183.118463 + Penalty 2992.410766 = -69190.707697
  nChanged 0
		SP:Iteration 5F (33363.810000 sec): 3 clusters
  Score: Raw -72183.118463 + Penalty 2992.410766 = -69190.707697
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33364.100000 sec): 2 clusters
  Score: Raw -3706655.542874 + Penalty 2469.965181 = -3704185.577694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33364.420000 sec): 3 clusters
  Score: Raw -3694246.465509 + Penalty 4939.930361 = -3689306.535148
  nChanged 9455
		SP:Iteration 1F (33364.690000 sec): 3 clusters
  Score: Raw -3699225.089789 + Penalty 4939.930361 = -3694285.159428
  nChanged 1159
		SP:Iteration 2F (33365.070000 sec): 3 clusters
  Score: Raw -3699736.179279 + Penalty 4939.930361 = -3694796.248918
  nChanged 1117
		SP:Iteration 3F (33365.400000 sec): 3 clusters
  Score: Raw -3700314.527456 + Penalty 4939.930361 = -3695374.597095
  nChanged 1159
		SP:Iteration 4F (33365.730000 sec): 3 clusters
  Score: Raw -3700945.004258 + Penalty 4939.930361 = -3696005.073897
  nChanged 1204
		SP:Iteration 5F (33366.060000 sec): 3 clusters
  Score: Raw -3701612.194891 + Penalty 4939.930361 = -3696672.264530
  nChanged 1219
		SP:Iteration 6F (33366.320000 sec): 3 clusters
  Score: Raw -3702255.149788 + Penalty 4939.930361 = -3697315.219427
  nChanged 1160
		SP:Iteration 7F (33366.720000 sec): 3 clusters
  Score: Raw -3702858.408075 + Penalty 4939.930361 = -3697918.477714
  nChanged 1099
		SP:Iteration 8F (33367.000000 sec): 3 clusters
  Score: Raw -3703427.520116 + Penalty 4939.930361 = -3698487.589755
  nChanged 959
		SP:Iteration 9Q (33367.300000 sec): 3 clusters
  Score: Raw -3703913.350533 + Penalty 4939.930361 = -3698973.420172
  nChanged 808
		SP:Iteration 10Q (33367.590000 sec): 3 clusters
  Score: Raw -3704314.994467 + Penalty 4939.930361 = -3699375.064106
  nChanged 717
		SP:Iteration 11Q (33367.860000 sec): 3 clusters
  Score: Raw -3704657.924482 + Penalty 4939.930361 = -3699717.994121
  nChanged 592
		SP:Iteration 12Q (33368.260000 sec): 3 clusters
  Score: Raw -3704970.384139 + Penalty 4939.930361 = -3700030.453778
  nChanged 588
		SP:Iteration 13Q (33368.560000 sec): 3 clusters
  Score: Raw -3705312.304370 + Penalty 4939.930361 = -3700372.374009
  nChanged 527
		SP:Iteration 14Q (33368.970000 sec): 3 clusters
  Score: Raw -3705659.731763 + Penalty 4939.930361 = -3700719.801402
  nChanged 505
		SP:Iteration 15Q (33369.270000 sec): 3 clusters
  Score: Raw -3706043.956666 + Penalty 4939.930361 = -3701104.026305
  nChanged 411
		SP:Iteration 16Q (33369.600000 sec): 3 clusters
  Score: Raw -3706332.633765 + Penalty 4939.930361 = -3701392.703404
  nChanged 310
		SP:Iteration 17Q (33369.880000 sec): 3 clusters
  Score: Raw -3706560.088504 + Penalty 4939.930361 = -3701620.158143
  nChanged 254
		SP:Iteration 18Q (33370.270000 sec): 3 clusters
  Score: Raw -3706733.268788 + Penalty 4939.930361 = -3701793.338427
  nChanged 204
		SP:Iteration 19Q (33370.660000 sec): 3 clusters
  Score: Raw -3706866.331949 + Penalty 4939.930361 = -3701926.401588
  nChanged 140
		SP:Iteration 20F (33370.990000 sec): 3 clusters
  Score: Raw -3706950.823964 + Penalty 4939.930361 = -3702010.893603
  nChanged 127
		SP:Iteration 21Q (33371.270000 sec): 3 clusters
  Score: Raw -3707073.004521 + Penalty 4939.930361 = -3702133.074160
  nChanged 120
		SP:Iteration 22Q (33371.610000 sec): 3 clusters
  Score: Raw -3707302.626605 + Penalty 4939.930361 = -3702362.696244
  nChanged 70
		SP:Iteration 23Q (33371.940000 sec): 3 clusters
  Score: Raw -3707414.118627 + Penalty 4939.930361 = -3702474.188266
  nChanged 49
		SP:Iteration 24Q (33372.260000 sec): 3 clusters
  Score: Raw -3707472.540424 + Penalty 4939.930361 = -3702532.610063
  nChanged 59
		SP:Iteration 25Q (33372.600000 sec): 3 clusters
  Score: Raw -3707525.729519 + Penalty 4939.930361 = -3702585.799158
  nChanged 37
		SP:Iteration 26Q (33372.940000 sec): 3 clusters
  Score: Raw -3707558.566197 + Penalty 4939.930361 = -3702618.635836
  nChanged 33
		SP:Iteration 27Q (33373.280000 sec): 3 clusters
  Score: Raw -3707578.358866 + Penalty 4939.930361 = -3702638.428505
  nChanged 17
		SP:Iteration 28Q (33373.610000 sec): 3 clusters
  Score: Raw -3707586.240449 + Penalty 4939.930361 = -3702646.310088
  nChanged 11
		SP:Iteration 29Q (33373.990000 sec): 3 clusters
  Score: Raw -3707589.709931 + Penalty 4939.930361 = -3702649.779570
  nChanged 8
		SP:Iteration 30Q (33374.280000 sec): 3 clusters
  Score: Raw -3707593.830548 + Penalty 4939.930361 = -3702653.900187
  nChanged 8
		SP:Iteration 31Q (33374.570000 sec): 3 clusters
  Score: Raw -3707597.730293 + Penalty 4939.930361 = -3702657.799932
  nChanged 6
		SP:Iteration 32Q (33374.910000 sec): 3 clusters
  Score: Raw -3707600.003051 + Penalty 4939.930361 = -3702660.072690
  nChanged 3
		SP:Iteration 33Q (33375.240000 sec): 3 clusters
  Score: Raw -3707601.235776 + Penalty 4939.930361 = -3702661.305415
  nChanged 2
		SP:Iteration 34Q (33375.570000 sec): 3 clusters
  Score: Raw -3707602.227795 + Penalty 4939.930361 = -3702662.297434
  nChanged 1
		SP:Iteration 35Q (33375.910000 sec): 3 clusters
  Score: Raw -3707602.633238 + Penalty 4939.930361 = -3702662.702877
  nChanged 2
		SP:Iteration 36Q (33376.240000 sec): 3 clusters
  Score: Raw -3707603.334006 + Penalty 4939.930361 = -3702663.403645
  nChanged 1
		SP:Iteration 37Q (33376.580000 sec): 3 clusters
  Score: Raw -3707603.700387 + Penalty 4939.930361 = -3702663.770026
  nChanged 0
		SP:Iteration 38F (33376.910000 sec): 3 clusters
  Score: Raw -3707603.700387 + Penalty 4939.930361 = -3702663.770026
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33377.010000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33377.190000 sec): 3 clusters
  Score: Raw -40745.786066 + Penalty 2773.129542 = -37972.656523
  nChanged 33
		SP:Iteration 1F (33377.360000 sec): 3 clusters
  Score: Raw -40866.774532 + Penalty 2773.129542 = -38093.644989
  nChanged 5
		SP:Iteration 2Q (33377.540000 sec): 3 clusters
  Score: Raw -40884.093181 + Penalty 2773.129542 = -38110.963639
  nChanged 3
		SP:Iteration 3Q (33377.710000 sec): 3 clusters
  Score: Raw -40895.093673 + Penalty 2773.129542 = -38121.964131
  nChanged 4
		SP:Iteration 4Q (33377.890000 sec): 3 clusters
  Score: Raw -40913.095193 + Penalty 2773.129542 = -38139.965650
  nChanged 1
		SP:Iteration 5Q (33378.070000 sec): 3 clusters
  Score: Raw -40919.171028 + Penalty 2773.129542 = -38146.041486
  nChanged 2
		SP:Iteration 6Q (33378.240000 sec): 3 clusters
  Score: Raw -40923.908535 + Penalty 2773.129542 = -38150.778993
  nChanged 1
		SP:Iteration 7Q (33378.410000 sec): 3 clusters
  Score: Raw -40929.096847 + Penalty 2773.129542 = -38155.967305
  nChanged 1
		SP:Iteration 8Q (33378.570000 sec): 3 clusters
  Score: Raw -40939.046361 + Penalty 2773.129542 = -38165.916819
  nChanged 0
		SP:Iteration 9F (33378.740000 sec): 3 clusters
  Score: Raw -40939.046361 + Penalty 2773.129542 = -38165.916819
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33378.820000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33378.980000 sec): 3 clusters
  Score: Raw -110494.848772 + Penalty 3200.216281 = -107294.632490
  nChanged 133
		SP:Iteration 1F (33379.150000 sec): 3 clusters
  Score: Raw -110686.745614 + Penalty 3200.216281 = -107486.529332
  nChanged 35
		SP:Iteration 2F (33379.310000 sec): 3 clusters
  Score: Raw -110745.929680 + Penalty 3200.216281 = -107545.713399
  nChanged 12
		SP:Iteration 3Q (33379.470000 sec): 3 clusters
  Score: Raw -110775.702497 + Penalty 3200.216281 = -107575.486215
  nChanged 8
		SP:Iteration 4Q (33379.630000 sec): 3 clusters
  Score: Raw -110800.384328 + Penalty 3200.216281 = -107600.168046
  nChanged 14
		SP:Iteration 5Q (33379.800000 sec): 3 clusters
  Score: Raw -110821.445027 + Penalty 3200.216281 = -107621.228745
  nChanged 9
		SP:Iteration 6Q (33379.960000 sec): 3 clusters
  Score: Raw -110840.018605 + Penalty 3200.216281 = -107639.802323
  nChanged 9
		SP:Iteration 7Q (33380.130000 sec): 3 clusters
  Score: Raw -110859.134337 + Penalty 3200.216281 = -107658.918055
  nChanged 11
		SP:Iteration 8Q (33380.290000 sec): 3 clusters
  Score: Raw -110874.653817 + Penalty 3200.216281 = -107674.437536
  nChanged 6
		SP:Iteration 9Q (33380.450000 sec): 3 clusters
  Score: Raw -110889.323208 + Penalty 3200.216281 = -107689.106926
  nChanged 7
		SP:Iteration 10Q (33380.620000 sec): 3 clusters
  Score: Raw -110907.841028 + Penalty 3200.216281 = -107707.624746
  nChanged 7
		SP:Iteration 11Q (33380.780000 sec): 3 clusters
  Score: Raw -110920.251330 + Penalty 3200.216281 = -107720.035048
  nChanged 7
		SP:Iteration 12Q (33380.940000 sec): 3 clusters
  Score: Raw -110934.118457 + Penalty 3200.216281 = -107733.902175
  nChanged 4
		SP:Iteration 13Q (33381.110000 sec): 3 clusters
  Score: Raw -110950.527243 + Penalty 3200.216281 = -107750.310962
  nChanged 8
		SP:Iteration 14Q (33381.270000 sec): 3 clusters
  Score: Raw -110964.696975 + Penalty 3200.216281 = -107764.480693
  nChanged 7
		SP:Iteration 15Q (33381.430000 sec): 3 clusters
  Score: Raw -110980.838060 + Penalty 3200.216281 = -107780.621779
  nChanged 6
		SP:Iteration 16Q (33381.600000 sec): 3 clusters
  Score: Raw -110993.468443 + Penalty 3200.216281 = -107793.252162
  nChanged 8
		SP:Iteration 17Q (33381.760000 sec): 3 clusters
  Score: Raw -111012.568404 + Penalty 3200.216281 = -107812.352122
  nChanged 2
		SP:Iteration 18Q (33381.930000 sec): 3 clusters
  Score: Raw -111014.224268 + Penalty 3200.216281 = -107814.007987
  nChanged 1
		SP:Iteration 19Q (33382.090000 sec): 3 clusters
  Score: Raw -111015.440286 + Penalty 3200.216281 = -107815.224005
  nChanged 1
		SP:Iteration 20F (33382.250000 sec): 3 clusters
  Score: Raw -111017.132145 + Penalty 3200.216281 = -107816.915863
  nChanged 2
		SP:Iteration 21Q (33382.420000 sec): 3 clusters
  Score: Raw -111020.425005 + Penalty 3200.216281 = -107820.208723
  nChanged 2
		SP:Iteration 22Q (33382.580000 sec): 3 clusters
  Score: Raw -111024.927826 + Penalty 3200.216281 = -107824.711545
  nChanged 2
		SP:Iteration 23Q (33382.740000 sec): 3 clusters
  Score: Raw -111028.486613 + Penalty 3200.216281 = -107828.270332
  nChanged 3
		SP:Iteration 24Q (33382.910000 sec): 3 clusters
  Score: Raw -111033.165160 + Penalty 3200.216281 = -107832.948879
  nChanged 5
		SP:Iteration 25Q (33383.070000 sec): 3 clusters
  Score: Raw -111042.433052 + Penalty 3200.216281 = -107842.216771
  nChanged 2
		SP:Iteration 26Q (33383.250000 sec): 3 clusters
  Score: Raw -111046.541862 + Penalty 3200.216281 = -107846.325581
  nChanged 4
		SP:Iteration 27Q (33383.430000 sec): 3 clusters
  Score: Raw -111052.950236 + Penalty 3200.216281 = -107852.733955
  nChanged 2
		SP:Iteration 28Q (33383.610000 sec): 3 clusters
  Score: Raw -111055.856086 + Penalty 3200.216281 = -107855.639804
  nChanged 1
		SP:Iteration 29Q (33383.630000 sec): 3 clusters
  Score: Raw -111057.648783 + Penalty 3200.216281 = -107857.432501
  nChanged 1
		SP:Iteration 30Q (33383.640000 sec): 3 clusters
  Score: Raw -111059.445469 + Penalty 3200.216281 = -107859.229187
  nChanged 2
		SP:Iteration 31Q (33383.660000 sec): 3 clusters
  Score: Raw -111062.898430 + Penalty 3200.216281 = -107862.682149
  nChanged 3
		SP:Iteration 32Q (33383.690000 sec): 3 clusters
  Score: Raw -111068.391464 + Penalty 3200.216281 = -107868.175183
  nChanged 3
		SP:Iteration 33Q (33383.710000 sec): 3 clusters
  Score: Raw -111079.021053 + Penalty 3200.216281 = -107878.804772
  nChanged 2
		SP:Iteration 34Q (33383.730000 sec): 3 clusters
  Score: Raw -111084.501096 + Penalty 3200.216281 = -107884.284814
  nChanged 1
		SP:Iteration 35Q (33383.760000 sec): 3 clusters
  Score: Raw -111086.111061 + Penalty 3200.216281 = -107885.894780
  nChanged 0
		SP:Iteration 36F (33383.780000 sec): 3 clusters
  Score: Raw -111086.111061 + Penalty 3200.216281 = -107885.894780
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33383.820000 sec): 2 clusters
  Score: Raw -150931.001542 + Penalty 1690.550498 = -149240.451044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33383.850000 sec): 3 clusters
  Score: Raw -150793.615625 + Penalty 3381.100997 = -147412.514628
  nChanged 234
		SP:Iteration 1F (33383.880000 sec): 3 clusters
  Score: Raw -151130.315534 + Penalty 3381.100997 = -147749.214537
  nChanged 93
		SP:Iteration 2F (33383.910000 sec): 3 clusters
  Score: Raw -151390.666244 + Penalty 3381.100997 = -148009.565247
  nChanged 84
		SP:Iteration 3F (33383.950000 sec): 3 clusters
  Score: Raw -151601.072279 + Penalty 3381.100997 = -148219.971283
  nChanged 44
		SP:Iteration 4Q (33383.980000 sec): 3 clusters
  Score: Raw -151751.785443 + Penalty 3381.100997 = -148370.684446
  nChanged 37
		SP:Iteration 5Q (33384.010000 sec): 3 clusters
  Score: Raw -151890.278264 + Penalty 3381.100997 = -148509.177267
  nChanged 27
		SP:Iteration 6Q (33384.040000 sec): 3 clusters
  Score: Raw -152019.053571 + Penalty 3381.100997 = -148637.952575
  nChanged 22
		SP:Iteration 7Q (33384.070000 sec): 3 clusters
  Score: Raw -152103.241314 + Penalty 3381.100997 = -148722.140318
  nChanged 27
		SP:Iteration 8Q (33384.100000 sec): 3 clusters
  Score: Raw -152202.336392 + Penalty 3381.100997 = -148821.235395
  nChanged 24
		SP:Iteration 9Q (33384.130000 sec): 3 clusters
  Score: Raw -152277.067656 + Penalty 3381.100997 = -148895.966659
  nChanged 17
		SP:Iteration 10Q (33384.160000 sec): 3 clusters
  Score: Raw -152331.845101 + Penalty 3381.100997 = -148950.744104
  nChanged 15
		SP:Iteration 11Q (33384.190000 sec): 3 clusters
  Score: Raw -152375.933545 + Penalty 3381.100997 = -148994.832548
  nChanged 13
		SP:Iteration 12Q (33384.220000 sec): 3 clusters
  Score: Raw -152434.472918 + Penalty 3381.100997 = -149053.371922
  nChanged 16
		SP:Iteration 13Q (33384.250000 sec): 3 clusters
  Score: Raw -152497.697961 + Penalty 3381.100997 = -149116.596964
  nChanged 16
		SP:Iteration 14Q (33384.290000 sec): 3 clusters
  Score: Raw -152548.914135 + Penalty 3381.100997 = -149167.813138
  nChanged 13
		SP:Iteration 15Q (33384.310000 sec): 3 clusters
  Score: Raw -152582.952288 + Penalty 3381.100997 = -149201.851291
  nChanged 12
		SP:Iteration 16Q (33384.350000 sec): 3 clusters
  Score: Raw -152611.489654 + Penalty 3381.100997 = -149230.388658
  nChanged 11
		SP:Iteration 17Q (33384.380000 sec): 3 clusters
  Score: Raw -152639.104988 + Penalty 3381.100997 = -149258.003992
  nChanged 8
		SP:Iteration 18Q (33384.410000 sec): 3 clusters
  Score: Raw -152655.208392 + Penalty 3381.100997 = -149274.107395
  nChanged 8
		SP:Iteration 19Q (33384.430000 sec): 3 clusters
  Score: Raw -152671.538142 + Penalty 3381.100997 = -149290.437146
  nChanged 1
		SP:Iteration 20F (33384.460000 sec): 3 clusters
  Score: Raw -152673.959212 + Penalty 3381.100997 = -149292.858215
  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 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33384.510000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33384.510000 sec): 3 clusters
  Score: Raw -30113.496238 + Penalty 2642.626580 = -27470.869658
  nChanged 18
		SP:Iteration 1F (33384.520000 sec): 3 clusters
  Score: Raw -30186.936281 + Penalty 2642.626580 = -27544.309702
  nChanged 2
		SP:Iteration 2Q (33384.530000 sec): 3 clusters
  Score: Raw -30196.430608 + Penalty 2642.626580 = -27553.804028
  nChanged 0
		SP:Iteration 3F (33384.540000 sec): 3 clusters
  Score: Raw -30196.430608 + Penalty 2642.626580 = -27553.804028
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33384.570000 sec): 2 clusters
  Score: Raw -108981.123850 + Penalty 1611.573973 = -107369.549877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33384.600000 sec): 3 clusters
  Score: Raw -108933.206979 + Penalty 3223.147946 = -105710.059033
  nChanged 161
		SP:Iteration 1F (33384.620000 sec): 3 clusters
  Score: Raw -109250.992887 + Penalty 3223.147946 = -106027.844941
  nChanged 55
		SP:Iteration 2F (33384.650000 sec): 3 clusters
  Score: Raw -109419.594463 + Penalty 3223.147946 = -106196.446517
  nChanged 39
		SP:Iteration 3F (33384.670000 sec): 3 clusters
  Score: Raw -109584.983957 + Penalty 3223.147946 = -106361.836010
  nChanged 42
		SP:Iteration 4F (33384.690000 sec): 3 clusters
  Score: Raw -109743.546696 + Penalty 3223.147946 = -106520.398749
  nChanged 28
		SP:Iteration 5Q (33384.720000 sec): 3 clusters
  Score: Raw -109865.899162 + Penalty 3223.147946 = -106642.751216
  nChanged 20
		SP:Iteration 6Q (33384.740000 sec): 3 clusters
  Score: Raw -109942.914079 + Penalty 3223.147946 = -106719.766133
  nChanged 17
		SP:Iteration 7Q (33384.770000 sec): 3 clusters
  Score: Raw -110019.066286 + Penalty 3223.147946 = -106795.918340
  nChanged 13
		SP:Iteration 8Q (33384.790000 sec): 3 clusters
  Score: Raw -110081.563324 + Penalty 3223.147946 = -106858.415378
  nChanged 10
		SP:Iteration 9Q (33384.810000 sec): 3 clusters
  Score: Raw -110116.077058 + Penalty 3223.147946 = -106892.929112
  nChanged 6
		SP:Iteration 10Q (33384.840000 sec): 3 clusters
  Score: Raw -110131.896524 + Penalty 3223.147946 = -106908.748578
  nChanged 5
		SP:Iteration 11Q (33384.860000 sec): 3 clusters
  Score: Raw -110146.972994 + Penalty 3223.147946 = -106923.825048
  nChanged 3
		SP:Iteration 12Q (33384.890000 sec): 3 clusters
  Score: Raw -110152.528417 + Penalty 3223.147946 = -106929.380471
  nChanged 2
		SP:Iteration 13Q (33384.950000 sec): 3 clusters
  Score: Raw -110158.909441 + Penalty 3223.147946 = -106935.761495
  nChanged 2
		SP:Iteration 14Q (33385.130000 sec): 3 clusters
  Score: Raw -110164.549797 + Penalty 3223.147946 = -106941.401851
  nChanged 1
		SP:Iteration 15Q (33385.300000 sec): 3 clusters
  Score: Raw -110166.171751 + Penalty 3223.147946 = -106943.023805
  nChanged 0
		SP:Iteration 16F (33385.480000 sec): 3 clusters
  Score: Raw -110166.171751 + Penalty 3223.147946 = -106943.023805
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33385.570000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33385.740000 sec): 3 clusters
  Score: Raw -162644.976059 + Penalty 3409.602454 = -159235.373605
  nChanged 229
		SP:Iteration 1F (33385.920000 sec): 3 clusters
  Score: Raw -162917.387053 + Penalty 3409.602454 = -159507.784599
  nChanged 63
		SP:Iteration 2F (33386.090000 sec): 3 clusters
  Score: Raw -163004.191990 + Penalty 3409.602454 = -159594.589536
  nChanged 32
		SP:Iteration 3Q (33386.270000 sec): 3 clusters
  Score: Raw -163048.733075 + Penalty 3409.602454 = -159639.130621
  nChanged 18
		SP:Iteration 4Q (33386.450000 sec): 3 clusters
  Score: Raw -163071.889039 + Penalty 3409.602454 = -159662.286585
  nChanged 11
		SP:Iteration 5Q (33386.620000 sec): 3 clusters
  Score: Raw -163084.977881 + Penalty 3409.602454 = -159675.375428
  nChanged 4
		SP:Iteration 6Q (33386.790000 sec): 3 clusters
  Score: Raw -163091.476402 + Penalty 3409.602454 = -159681.873948
  nChanged 1
		SP:Iteration 7Q (33386.970000 sec): 3 clusters
  Score: Raw -163092.066654 + Penalty 3409.602454 = -159682.464200
  nChanged 0
		SP:Iteration 8F (33387.150000 sec): 3 clusters
  Score: Raw -163092.066654 + Penalty 3409.602454 = -159682.464200
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33387.230000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33387.410000 sec): 3 clusters
  Score: Raw -76365.700093 + Penalty 3063.230166 = -73302.469927
  nChanged 98
		SP:Iteration 1F (33387.590000 sec): 3 clusters
  Score: Raw -76600.565841 + Penalty 3063.230166 = -73537.335675
  nChanged 31
		SP:Iteration 2F (33387.760000 sec): 3 clusters
  Score: Raw -76682.215404 + Penalty 3063.230166 = -73618.985238
  nChanged 9
		SP:Iteration 3Q (33387.940000 sec): 3 clusters
  Score: Raw -76701.376244 + Penalty 3063.230166 = -73638.146078
  nChanged 7
		SP:Iteration 4Q (33388.110000 sec): 3 clusters
  Score: Raw -76727.834021 + Penalty 3063.230166 = -73664.603855
  nChanged 8
		SP:Iteration 5Q (33388.290000 sec): 3 clusters
  Score: Raw -76753.215354 + Penalty 3063.230166 = -73689.985188
  nChanged 5
		SP:Iteration 6Q (33388.470000 sec): 3 clusters
  Score: Raw -76767.143613 + Penalty 3063.230166 = -73703.913447
  nChanged 4
		SP:Iteration 7Q (33388.640000 sec): 3 clusters
  Score: Raw -76781.703645 + Penalty 3063.230166 = -73718.473479
  nChanged 5
		SP:Iteration 8Q (33388.820000 sec): 3 clusters
  Score: Raw -76807.860134 + Penalty 3063.230166 = -73744.629968
  nChanged 3
		SP:Iteration 9Q (33388.990000 sec): 3 clusters
  Score: Raw -76817.962134 + Penalty 3063.230166 = -73754.731968
  nChanged 1
		SP:Iteration 10Q (33389.170000 sec): 3 clusters
  Score: Raw -76823.562366 + Penalty 3063.230166 = -73760.332200
  nChanged 1
		SP:Iteration 11Q (33389.350000 sec): 3 clusters
  Score: Raw -76828.761748 + Penalty 3063.230166 = -73765.531582
  nChanged 3
		SP:Iteration 12Q (33389.520000 sec): 3 clusters
  Score: Raw -76835.308769 + Penalty 3063.230166 = -73772.078603
  nChanged 3
		SP:Iteration 13Q (33389.700000 sec): 3 clusters
  Score: Raw -76840.793752 + Penalty 3063.230166 = -73777.563586
  nChanged 4
		SP:Iteration 14Q (33389.870000 sec): 3 clusters
  Score: Raw -76868.448335 + Penalty 3063.230166 = -73805.218169
  nChanged 2
		SP:Iteration 15Q (33390.050000 sec): 3 clusters
  Score: Raw -76877.342376 + Penalty 3063.230166 = -73814.112210
  nChanged 1
		SP:Iteration 16Q (33390.230000 sec): 3 clusters
  Score: Raw -76879.809658 + Penalty 3063.230166 = -73816.579492
  nChanged 3
		SP:Iteration 17Q (33390.400000 sec): 3 clusters
  Score: Raw -76889.402539 + Penalty 3063.230166 = -73826.172373
  nChanged 2
		SP:Iteration 18Q (33390.580000 sec): 3 clusters
  Score: Raw -76897.486614 + Penalty 3063.230166 = -73834.256448
  nChanged 0
		SP:Iteration 19F (33390.750000 sec): 3 clusters
  Score: Raw -76897.486614 + Penalty 3063.230166 = -73834.256448
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33390.840000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33391.020000 sec): 3 clusters
  Score: Raw -38326.074286 + Penalty 2736.656637 = -35589.417649
  nChanged 27
		SP:Iteration 1F (33391.190000 sec): 3 clusters
  Score: Raw -38420.695641 + Penalty 2736.656637 = -35684.039005
  nChanged 6
		SP:Iteration 2Q (33391.370000 sec): 3 clusters
  Score: Raw -38439.501988 + Penalty 2736.656637 = -35702.845352
  nChanged 3
		SP:Iteration 3Q (33391.540000 sec): 3 clusters
  Score: Raw -38446.460452 + Penalty 2736.656637 = -35709.803815
  nChanged 1
		SP:Iteration 4Q (33391.720000 sec): 3 clusters
  Score: Raw -38450.803239 + Penalty 2736.656637 = -35714.146603
  nChanged 0
		SP:Iteration 5F (33391.890000 sec): 3 clusters
  Score: Raw -38450.803239 + Penalty 2736.656637 = -35714.146603
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33391.980000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33392.160000 sec): 3 clusters
  Score: Raw -39885.862428 + Penalty 2769.414169 = -37116.448259
  nChanged 30
		SP:Iteration 1F (33392.340000 sec): 3 clusters
  Score: Raw -40004.692157 + Penalty 2769.414169 = -37235.277988
  nChanged 12
		SP:Iteration 2Q (33392.510000 sec): 3 clusters
  Score: Raw -40059.905131 + Penalty 2769.414169 = -37290.490962
  nChanged 4
		SP:Iteration 3Q (33392.690000 sec): 3 clusters
  Score: Raw -40086.603212 + Penalty 2769.414169 = -37317.189043
  nChanged 3
		SP:Iteration 4Q (33392.860000 sec): 3 clusters
  Score: Raw -40104.725607 + Penalty 2769.414169 = -37335.311438
  nChanged 2
		SP:Iteration 5Q (33393.040000 sec): 3 clusters
  Score: Raw -40120.784244 + Penalty 2769.414169 = -37351.370075
  nChanged 4
		SP:Iteration 6Q (33393.220000 sec): 3 clusters
  Score: Raw -40137.580820 + Penalty 2769.414169 = -37368.166651
  nChanged 2
		SP:Iteration 7Q (33393.390000 sec): 3 clusters
  Score: Raw -40151.946881 + Penalty 2769.414169 = -37382.532712
  nChanged 1
		SP:Iteration 8Q (33393.570000 sec): 3 clusters
  Score: Raw -40154.631710 + Penalty 2769.414169 = -37385.217540
  nChanged 2
		SP:Iteration 9Q (33393.740000 sec): 3 clusters
  Score: Raw -40160.480277 + Penalty 2769.414169 = -37391.066108
  nChanged 0
		SP:Iteration 10F (33393.920000 sec): 3 clusters
  Score: Raw -40160.480277 + Penalty 2769.414169 = -37391.066108
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33393.990000 sec): 2 clusters
  Score: Raw -405440.722333 + Penalty 1934.542018 = -403506.180314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33394.180000 sec): 3 clusters
  Score: Raw -404486.179410 + Penalty 3869.084037 = -400617.095373
  nChanged 852
		SP:Iteration 1F (33394.240000 sec): 3 clusters
  Score: Raw -405183.945042 + Penalty 3869.084037 = -401314.861005
  nChanged 263
		SP:Iteration 2F (33394.300000 sec): 3 clusters
  Score: Raw -405508.707528 + Penalty 3869.084037 = -401639.623491
  nChanged 180
		SP:Iteration 3F (33394.360000 sec): 3 clusters
  Score: Raw -405717.276773 + Penalty 3869.084037 = -401848.192737
  nChanged 124
		SP:Iteration 4F (33394.420000 sec): 3 clusters
  Score: Raw -405843.701668 + Penalty 3869.084037 = -401974.617631
  nChanged 90
		SP:Iteration 5Q (33394.480000 sec): 3 clusters
  Score: Raw -405933.259746 + Penalty 3869.084037 = -402064.175709
  nChanged 72
		SP:Iteration 6Q (33394.570000 sec): 3 clusters
  Score: Raw -405997.836990 + Penalty 3869.084037 = -402128.752953
  nChanged 42
		SP:Iteration 7Q (33394.750000 sec): 3 clusters
  Score: Raw -406038.365319 + Penalty 3869.084037 = -402169.281282
  nChanged 43
		SP:Iteration 8Q (33394.920000 sec): 3 clusters
  Score: Raw -406072.506093 + Penalty 3869.084037 = -402203.422056
  nChanged 30
		SP:Iteration 9Q (33395.100000 sec): 3 clusters
  Score: Raw -406095.573371 + Penalty 3869.084037 = -402226.489334
  nChanged 27
		SP:Iteration 10Q (33395.280000 sec): 3 clusters
  Score: Raw -406112.952254 + Penalty 3869.084037 = -402243.868218
  nChanged 20
		SP:Iteration 11Q (33395.450000 sec): 3 clusters
  Score: Raw -406127.300096 + Penalty 3869.084037 = -402258.216059
  nChanged 14
		SP:Iteration 12Q (33395.630000 sec): 3 clusters
  Score: Raw -406135.215076 + Penalty 3869.084037 = -402266.131039
  nChanged 6
		SP:Iteration 13Q (33395.800000 sec): 3 clusters
  Score: Raw -406138.337463 + Penalty 3869.084037 = -402269.253426
  nChanged 6
		SP:Iteration 14Q (33395.980000 sec): 3 clusters
  Score: Raw -406141.361831 + Penalty 3869.084037 = -402272.277794
  nChanged 7
		SP:Iteration 15Q (33396.160000 sec): 3 clusters
  Score: Raw -406145.638079 + Penalty 3869.084037 = -402276.554043
  nChanged 4
		SP:Iteration 16Q (33396.330000 sec): 3 clusters
  Score: Raw -406147.821642 + Penalty 3869.084037 = -402278.737606
  nChanged 2
		SP:Iteration 17Q (33396.510000 sec): 3 clusters
  Score: Raw -406148.541647 + Penalty 3869.084037 = -402279.457610
  nChanged 1
		SP:Iteration 18Q (33396.680000 sec): 3 clusters
  Score: Raw -406149.155926 + Penalty 3869.084037 = -402280.071889
  nChanged 0
		SP:Iteration 19F (33396.860000 sec): 3 clusters
  Score: Raw -406149.155926 + Penalty 3869.084037 = -402280.071889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33396.950000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33397.120000 sec): 3 clusters
  Score: Raw -77842.878357 + Penalty 3054.911313 = -74787.967045
  nChanged 97
		SP:Iteration 1F (33397.300000 sec): 3 clusters
  Score: Raw -78051.118033 + Penalty 3054.911313 = -74996.206720
  nChanged 18
		SP:Iteration 2Q (33397.480000 sec): 3 clusters
  Score: Raw -78107.727244 + Penalty 3054.911313 = -75052.815932
  nChanged 10
		SP:Iteration 3Q (33397.650000 sec): 3 clusters
  Score: Raw -78170.075443 + Penalty 3054.911313 = -75115.164131
  nChanged 13
		SP:Iteration 4Q (33397.820000 sec): 3 clusters
  Score: Raw -78224.679037 + Penalty 3054.911313 = -75169.767724
  nChanged 9
		SP:Iteration 5Q (33398.000000 sec): 3 clusters
  Score: Raw -78251.393844 + Penalty 3054.911313 = -75196.482531
  nChanged 6
		SP:Iteration 6Q (33398.180000 sec): 3 clusters
  Score: Raw -78264.600418 + Penalty 3054.911313 = -75209.689105
  nChanged 4
		SP:Iteration 7Q (33398.350000 sec): 3 clusters
  Score: Raw -78278.296465 + Penalty 3054.911313 = -75223.385152
  nChanged 6
		SP:Iteration 8Q (33398.530000 sec): 3 clusters
  Score: Raw -78292.351640 + Penalty 3054.911313 = -75237.440327
  nChanged 7
		SP:Iteration 9Q (33398.700000 sec): 3 clusters
  Score: Raw -78313.803141 + Penalty 3054.911313 = -75258.891828
  nChanged 6
		SP:Iteration 10Q (33398.880000 sec): 3 clusters
  Score: Raw -78330.101798 + Penalty 3054.911313 = -75275.190485
  nChanged 4
		SP:Iteration 11Q (33399.060000 sec): 3 clusters
  Score: Raw -78340.181183 + Penalty 3054.911313 = -75285.269870
  nChanged 3
		SP:Iteration 12Q (33399.220000 sec): 3 clusters
  Score: Raw -78349.682053 + Penalty 3054.911313 = -75294.770741
  nChanged 4
		SP:Iteration 13Q (33399.380000 sec): 3 clusters
  Score: Raw -78359.641374 + Penalty 3054.911313 = -75304.730062
  nChanged 4
		SP:Iteration 14Q (33399.520000 sec): 3 clusters
  Score: Raw -78375.935862 + Penalty 3054.911313 = -75321.024550
  nChanged 4
		SP:Iteration 15Q (33399.580000 sec): 3 clusters
  Score: Raw -78391.386443 + Penalty 3054.911313 = -75336.475131
  nChanged 6
		SP:Iteration 16Q (33399.640000 sec): 3 clusters
  Score: Raw -78420.196231 + Penalty 3054.911313 = -75365.284918
  nChanged 4
		SP:Iteration 17Q (33399.690000 sec): 3 clusters
  Score: Raw -78437.629579 + Penalty 3054.911313 = -75382.718266
  nChanged 5
		SP:Iteration 18Q (33399.740000 sec): 3 clusters
  Score: Raw -78464.730013 + Penalty 3054.911313 = -75409.818701
  nChanged 10
		SP:Iteration 19Q (33399.790000 sec): 3 clusters
  Score: Raw -78503.715592 + Penalty 3054.911313 = -75448.804280
  nChanged 8
		SP:Iteration 20F (33399.850000 sec): 3 clusters
  Score: Raw -78564.248722 + Penalty 3054.911313 = -75509.337410
  nChanged 7
		SP:Iteration 21Q (33399.900000 sec): 3 clusters
  Score: Raw -78596.469108 + Penalty 3054.911313 = -75541.557795
  nChanged 6
		SP:Iteration 22Q (33399.950000 sec): 3 clusters
  Score: Raw -78627.680993 + Penalty 3054.911313 = -75572.769681
  nChanged 7
		SP:Iteration 23Q (33400.000000 sec): 3 clusters
  Score: Raw -78654.468020 + Penalty 3054.911313 = -75599.556708
  nChanged 6
		SP:Iteration 24Q (33400.060000 sec): 3 clusters
  Score: Raw -78678.808765 + Penalty 3054.911313 = -75623.897452
  nChanged 1
		SP:Iteration 25Q (33400.110000 sec): 3 clusters
  Score: Raw -78683.842455 + Penalty 3054.911313 = -75628.931142
  nChanged 1
		SP:Iteration 26Q (33400.160000 sec): 3 clusters
  Score: Raw -78685.590760 + Penalty 3054.911313 = -75630.679448
  nChanged 0
		SP:Iteration 27F (33400.220000 sec): 3 clusters
  Score: Raw -78685.590760 + Penalty 3054.911313 = -75630.679448
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33400.320000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33400.500000 sec): 3 clusters
  Score: Raw -649253.012222 + Penalty 4072.626108 = -645180.386114
  nChanged 1377
		SP:Iteration 1F (33400.680000 sec): 3 clusters
  Score: Raw -650108.659386 + Penalty 4072.626108 = -646036.033278
  nChanged 295
		SP:Iteration 2F (33400.850000 sec): 3 clusters
  Score: Raw -650344.184178 + Penalty 4072.626108 = -646271.558070
  nChanged 222
		SP:Iteration 3F (33401.020000 sec): 3 clusters
  Score: Raw -650541.431985 + Penalty 4072.626108 = -646468.805877
  nChanged 209
		SP:Iteration 4F (33401.200000 sec): 3 clusters
  Score: Raw -650735.617145 + Penalty 4072.626108 = -646662.991037
  nChanged 202
		SP:Iteration 5F (33401.380000 sec): 3 clusters
  Score: Raw -650898.208948 + Penalty 4072.626108 = -646825.582840
  nChanged 165
		SP:Iteration 6Q (33401.550000 sec): 3 clusters
  Score: Raw -651051.052054 + Penalty 4072.626108 = -646978.425946
  nChanged 165
		SP:Iteration 7Q (33401.720000 sec): 3 clusters
  Score: Raw -651184.501565 + Penalty 4072.626108 = -647111.875457
  nChanged 124
		SP:Iteration 8Q (33401.900000 sec): 3 clusters
  Score: Raw -651277.592301 + Penalty 4072.626108 = -647204.966193
  nChanged 92
		SP:Iteration 9Q (33402.080000 sec): 3 clusters
  Score: Raw -651343.562375 + Penalty 4072.626108 = -647270.936267
  nChanged 72
		SP:Iteration 10Q (33402.250000 sec): 3 clusters
  Score: Raw -651388.903688 + Penalty 4072.626108 = -647316.277580
  nChanged 37
		SP:Iteration 11Q (33402.430000 sec): 3 clusters
  Score: Raw -651408.135547 + Penalty 4072.626108 = -647335.509439
  nChanged 27
		SP:Iteration 12Q (33402.600000 sec): 3 clusters
  Score: Raw -651422.139104 + Penalty 4072.626108 = -647349.512997
  nChanged 22
		SP:Iteration 13Q (33402.780000 sec): 3 clusters
  Score: Raw -651431.265240 + Penalty 4072.626108 = -647358.639132
  nChanged 13
		SP:Iteration 14Q (33402.950000 sec): 3 clusters
  Score: Raw -651437.598598 + Penalty 4072.626108 = -647364.972491
  nChanged 7
		SP:Iteration 15Q (33403.130000 sec): 3 clusters
  Score: Raw -651441.008572 + Penalty 4072.626108 = -647368.382465
  nChanged 6
		SP:Iteration 16Q (33403.300000 sec): 3 clusters
  Score: Raw -651444.191983 + Penalty 4072.626108 = -647371.565876
  nChanged 8
		SP:Iteration 17Q (33403.480000 sec): 3 clusters
  Score: Raw -651447.219228 + Penalty 4072.626108 = -647374.593120
  nChanged 4
		SP:Iteration 18Q (33403.650000 sec): 3 clusters
  Score: Raw -651448.809792 + Penalty 4072.626108 = -647376.183684
  nChanged 1
		SP:Iteration 19Q (33403.830000 sec): 3 clusters
  Score: Raw -651449.165508 + Penalty 4072.626108 = -647376.539400
  nChanged 1
		SP:Iteration 20F (33404.000000 sec): 3 clusters
  Score: Raw -651449.374168 + Penalty 4072.626108 = -647376.748060
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33404.090000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33404.260000 sec): 3 clusters
  Score: Raw -191494.686193 + Penalty 3494.272938 = -188000.413255
  nChanged 316
		SP:Iteration 1F (33404.450000 sec): 3 clusters
  Score: Raw -191873.071199 + Penalty 3494.272938 = -188378.798261
  nChanged 89
		SP:Iteration 2F (33404.620000 sec): 3 clusters
  Score: Raw -191998.648324 + Penalty 3494.272938 = -188504.375385
  nChanged 42
		SP:Iteration 3Q (33404.790000 sec): 3 clusters
  Score: Raw -192052.763269 + Penalty 3494.272938 = -188558.490330
  nChanged 24
		SP:Iteration 4Q (33404.960000 sec): 3 clusters
  Score: Raw -192087.803910 + Penalty 3494.272938 = -188593.530972
  nChanged 27
		SP:Iteration 5Q (33405.140000 sec): 3 clusters
  Score: Raw -192129.528667 + Penalty 3494.272938 = -188635.255728
  nChanged 24
		SP:Iteration 6Q (33405.320000 sec): 3 clusters
  Score: Raw -192171.449805 + Penalty 3494.272938 = -188677.176867
  nChanged 18
		SP:Iteration 7Q (33405.490000 sec): 3 clusters
  Score: Raw -192197.689088 + Penalty 3494.272938 = -188703.416150
  nChanged 20
		SP:Iteration 8Q (33405.670000 sec): 3 clusters
  Score: Raw -192218.608332 + Penalty 3494.272938 = -188724.335394
  nChanged 11
		SP:Iteration 9Q (33405.840000 sec): 3 clusters
  Score: Raw -192231.323468 + Penalty 3494.272938 = -188737.050529
  nChanged 9
		SP:Iteration 10Q (33406.020000 sec): 3 clusters
  Score: Raw -192242.861283 + Penalty 3494.272938 = -188748.588345
  nChanged 6
		SP:Iteration 11Q (33406.200000 sec): 3 clusters
  Score: Raw -192250.380803 + Penalty 3494.272938 = -188756.107865
  nChanged 6
		SP:Iteration 12Q (33406.370000 sec): 3 clusters
  Score: Raw -192257.927136 + Penalty 3494.272938 = -188763.654198
  nChanged 7
		SP:Iteration 13Q (33406.550000 sec): 3 clusters
  Score: Raw -192267.742109 + Penalty 3494.272938 = -188773.469171
  nChanged 6
		SP:Iteration 14Q (33406.720000 sec): 3 clusters
  Score: Raw -192273.182447 + Penalty 3494.272938 = -188778.909509
  nChanged 3
		SP:Iteration 15Q (33406.900000 sec): 3 clusters
  Score: Raw -192274.957504 + Penalty 3494.272938 = -188780.684566
  nChanged 1
		SP:Iteration 16Q (33407.080000 sec): 3 clusters
  Score: Raw -192276.767928 + Penalty 3494.272938 = -188782.494990
  nChanged 2
		SP:Iteration 17Q (33407.250000 sec): 3 clusters
  Score: Raw -192285.005026 + Penalty 3494.272938 = -188790.732088
  nChanged 10
		SP:Iteration 18Q (33407.430000 sec): 3 clusters
  Score: Raw -192296.298421 + Penalty 3494.272938 = -188802.025483
  nChanged 8
		SP:Iteration 19Q (33407.460000 sec): 3 clusters
  Score: Raw -192306.468058 + Penalty 3494.272938 = -188812.195120
  nChanged 10
		SP:Iteration 20F (33407.490000 sec): 3 clusters
  Score: Raw -192317.633507 + Penalty 3494.272938 = -188823.360569
  nChanged 5
		SP:Iteration 21Q (33407.520000 sec): 3 clusters
  Score: Raw -192326.569796 + Penalty 3494.272938 = -188832.296858
  nChanged 5
		SP:Iteration 22Q (33407.560000 sec): 3 clusters
  Score: Raw -192335.424574 + Penalty 3494.272938 = -188841.151636
  nChanged 5
		SP:Iteration 23Q (33407.590000 sec): 3 clusters
  Score: Raw -192341.065582 + Penalty 3494.272938 = -188846.792644
  nChanged 2
		SP:Iteration 24Q (33407.620000 sec): 3 clusters
  Score: Raw -192342.319140 + Penalty 3494.272938 = -188848.046202
  nChanged 1
		SP:Iteration 25Q (33407.650000 sec): 3 clusters
  Score: Raw -192342.664639 + Penalty 3494.272938 = -188848.391701
  nChanged 2
		SP:Iteration 26Q (33407.680000 sec): 3 clusters
  Score: Raw -192345.173415 + Penalty 3494.272938 = -188850.900477
  nChanged 2
		SP:Iteration 27Q (33407.720000 sec): 3 clusters
  Score: Raw -192346.255082 + Penalty 3494.272938 = -188851.982143
  nChanged 2
		SP:Iteration 28Q (33407.750000 sec): 3 clusters
  Score: Raw -192349.298412 + Penalty 3494.272938 = -188855.025473
  nChanged 2
		SP:Iteration 29Q (33407.780000 sec): 3 clusters
  Score: Raw -192352.686426 + Penalty 3494.272938 = -188858.413487
  nChanged 2
		SP:Iteration 30Q (33407.810000 sec): 3 clusters
  Score: Raw -192357.640280 + Penalty 3494.272938 = -188863.367342
  nChanged 2
		SP:Iteration 31Q (33407.840000 sec): 3 clusters
  Score: Raw -192360.154762 + Penalty 3494.272938 = -188865.881824
  nChanged 5
		SP:Iteration 32Q (33407.880000 sec): 3 clusters
  Score: Raw -192366.190288 + Penalty 3494.272938 = -188871.917350
  nChanged 5
		SP:Iteration 33Q (33407.910000 sec): 3 clusters
  Score: Raw -192371.879946 + Penalty 3494.272938 = -188877.607008
  nChanged 5
		SP:Iteration 34Q (33407.940000 sec): 3 clusters
  Score: Raw -192378.902506 + Penalty 3494.272938 = -188884.629568
  nChanged 5
		SP:Iteration 35Q (33407.970000 sec): 3 clusters
  Score: Raw -192383.883979 + Penalty 3494.272938 = -188889.611041
  nChanged 0
		SP:Iteration 36F (33408.000000 sec): 3 clusters
  Score: Raw -192383.883979 + Penalty 3494.272938 = -188889.611041
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33408.030000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33408.040000 sec): 3 clusters
  Score: Raw -20973.824534 + Penalty 2458.090221 = -18515.734313
  nChanged 19
		SP:Iteration 1F (33408.050000 sec): 3 clusters
  Score: Raw -21114.537587 + Penalty 2458.090221 = -18656.447366
  nChanged 2
		SP:Iteration 2Q (33408.060000 sec): 3 clusters
  Score: Raw -21119.973595 + Penalty 2458.090221 = -18661.883375
  nChanged 1
		SP:Iteration 3Q (33408.060000 sec): 3 clusters
  Score: Raw -21126.389137 + Penalty 2458.090221 = -18668.298916
  nChanged 1
		SP:Iteration 4Q (33408.070000 sec): 3 clusters
  Score: Raw -21140.973650 + Penalty 2458.090221 = -18682.883430
  nChanged 1
		SP:Iteration 5Q (33408.080000 sec): 3 clusters
  Score: Raw -21144.875834 + Penalty 2458.090221 = -18686.785613
  nChanged 1
		SP:Iteration 6Q (33408.080000 sec): 3 clusters
  Score: Raw -21150.772282 + Penalty 2458.090221 = -18692.682061
  nChanged 1
		SP:Iteration 7Q (33408.090000 sec): 3 clusters
  Score: Raw -21158.285613 + Penalty 2458.090221 = -18700.195392
  nChanged 0
		SP:Iteration 8F (33408.100000 sec): 3 clusters
  Score: Raw -21158.285613 + Penalty 2458.090221 = -18700.195392
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33408.130000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33408.140000 sec): 3 clusters
  Score: Raw -52760.752639 + Penalty 2857.977486 = -49902.775153
  nChanged 34
		SP:Iteration 1F (33408.150000 sec): 3 clusters
  Score: Raw -52853.883057 + Penalty 2857.977486 = -49995.905571
  nChanged 11
		SP:Iteration 2Q (33408.170000 sec): 3 clusters
  Score: Raw -52895.664124 + Penalty 2857.977486 = -50037.686638
  nChanged 3
		SP:Iteration 3Q (33408.180000 sec): 3 clusters
  Score: Raw -52911.762725 + Penalty 2857.977486 = -50053.785239
  nChanged 2
		SP:Iteration 4Q (33408.200000 sec): 3 clusters
  Score: Raw -52915.998127 + Penalty 2857.977486 = -50058.020642
  nChanged 1
		SP:Iteration 5Q (33408.210000 sec): 3 clusters
  Score: Raw -52919.315888 + Penalty 2857.977486 = -50061.338402
  nChanged 3
		SP:Iteration 6Q (33408.220000 sec): 3 clusters
  Score: Raw -52934.106691 + Penalty 2857.977486 = -50076.129205
  nChanged 1
		SP:Iteration 7Q (33408.240000 sec): 3 clusters
  Score: Raw -52938.994184 + Penalty 2857.977486 = -50081.016698
  nChanged 0
		SP:Iteration 8F (33408.250000 sec): 3 clusters
  Score: Raw -52938.994184 + Penalty 2857.977486 = -50081.016698
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33408.280000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33408.300000 sec): 3 clusters
  Score: Raw -68438.938583 + Penalty 3139.541569 = -65299.397014
  nChanged 134
		SP:Iteration 1F (33408.320000 sec): 3 clusters
  Score: Raw -68798.309808 + Penalty 3139.541569 = -65658.768238
  nChanged 71
		SP:Iteration 2F (33408.350000 sec): 3 clusters
  Score: Raw -69069.517538 + Penalty 3139.541569 = -65929.975969
  nChanged 37
		SP:Iteration 3F (33408.370000 sec): 3 clusters
  Score: Raw -69219.224093 + Penalty 3139.541569 = -66079.682524
  nChanged 17
		SP:Iteration 4Q (33408.390000 sec): 3 clusters
  Score: Raw -69328.896016 + Penalty 3139.541569 = -66189.354447
  nChanged 11
		SP:Iteration 5Q (33408.420000 sec): 3 clusters
  Score: Raw -69375.483735 + Penalty 3139.541569 = -66235.942165
  nChanged 10
		SP:Iteration 6Q (33408.440000 sec): 3 clusters
  Score: Raw -69421.311977 + Penalty 3139.541569 = -66281.770408
  nChanged 8
		SP:Iteration 7Q (33408.460000 sec): 3 clusters
  Score: Raw -69450.641274 + Penalty 3139.541569 = -66311.099705
  nChanged 4
		SP:Iteration 8Q (33408.480000 sec): 3 clusters
  Score: Raw -69461.978859 + Penalty 3139.541569 = -66322.437290
  nChanged 2
		SP:Iteration 9Q (33408.500000 sec): 3 clusters
  Score: Raw -69479.514397 + Penalty 3139.541569 = -66339.972828
  nChanged 2
		SP:Iteration 10Q (33408.530000 sec): 3 clusters
  Score: Raw -69487.289566 + Penalty 3139.541569 = -66347.747997
  nChanged 4
		SP:Iteration 11Q (33408.550000 sec): 3 clusters
  Score: Raw -69499.734828 + Penalty 3139.541569 = -66360.193258
  nChanged 8
		SP:Iteration 12Q (33408.570000 sec): 3 clusters
  Score: Raw -69553.555377 + Penalty 3139.541569 = -66414.013808
  nChanged 10
		SP:Iteration 13Q (33408.600000 sec): 3 clusters
  Score: Raw -69586.311731 + Penalty 3139.541569 = -66446.770162
  nChanged 6
		SP:Iteration 14Q (33408.620000 sec): 3 clusters
  Score: Raw -69610.953853 + Penalty 3139.541569 = -66471.412284
  nChanged 2
		SP:Iteration 15Q (33408.640000 sec): 3 clusters
  Score: Raw -69615.627401 + Penalty 3139.541569 = -66476.085832
  nChanged 3
		SP:Iteration 16Q (33408.660000 sec): 3 clusters
  Score: Raw -69628.748779 + Penalty 3139.541569 = -66489.207210
  nChanged 3
		SP:Iteration 17Q (33408.690000 sec): 3 clusters
  Score: Raw -69640.232497 + Penalty 3139.541569 = -66500.690928
  nChanged 1
		SP:Iteration 18Q (33408.710000 sec): 3 clusters
  Score: Raw -69646.271516 + Penalty 3139.541569 = -66506.729947
  nChanged 2
		SP:Iteration 19Q (33408.730000 sec): 3 clusters
  Score: Raw -69649.389620 + Penalty 3139.541569 = -66509.848051
  nChanged 1
		SP:Iteration 20F (33408.760000 sec): 3 clusters
  Score: Raw -69653.478313 + Penalty 3139.541569 = -66513.936744
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33408.780000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33408.780000 sec): 3 clusters
  Score: Raw -23050.466230 + Penalty 2471.868884 = -20578.597345
  nChanged 8
		SP:Iteration 1F (33408.790000 sec): 3 clusters
  Score: Raw -23116.471110 + Penalty 2471.868884 = -20644.602225
  nChanged 2
		SP:Iteration 2Q (33408.800000 sec): 3 clusters
  Score: Raw -23130.374736 + Penalty 2471.868884 = -20658.505852
  nChanged 1
		SP:Iteration 3Q (33408.810000 sec): 3 clusters
  Score: Raw -23135.389358 + Penalty 2471.868884 = -20663.520474
  nChanged 0
		SP:Iteration 4F (33408.820000 sec): 3 clusters
  Score: Raw -23135.389358 + Penalty 2471.868884 = -20663.520474
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33408.840000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33408.870000 sec): 3 clusters
  Score: Raw -95112.004502 + Penalty 3167.892142 = -91944.112360
  nChanged 107
		SP:Iteration 1F (33408.890000 sec): 3 clusters
  Score: Raw -95356.063640 + Penalty 3167.892142 = -92188.171498
  nChanged 42
		SP:Iteration 2F (33408.910000 sec): 3 clusters
  Score: Raw -95477.759237 + Penalty 3167.892142 = -92309.867094
  nChanged 17
		SP:Iteration 3Q (33408.940000 sec): 3 clusters
  Score: Raw -95524.098999 + Penalty 3167.892142 = -92356.206857
  nChanged 10
		SP:Iteration 4Q (33408.960000 sec): 3 clusters
  Score: Raw -95551.501964 + Penalty 3167.892142 = -92383.609822
  nChanged 5
		SP:Iteration 5Q (33408.980000 sec): 3 clusters
  Score: Raw -95569.384815 + Penalty 3167.892142 = -92401.492673
  nChanged 7
		SP:Iteration 6Q (33409.000000 sec): 3 clusters
  Score: Raw -95582.634208 + Penalty 3167.892142 = -92414.742065
  nChanged 6
		SP:Iteration 7Q (33409.030000 sec): 3 clusters
  Score: Raw -95597.573578 + Penalty 3167.892142 = -92429.681436
  nChanged 6
		SP:Iteration 8Q (33409.050000 sec): 3 clusters
  Score: Raw -95611.468945 + Penalty 3167.892142 = -92443.576802
  nChanged 2
		SP:Iteration 9Q (33409.070000 sec): 3 clusters
  Score: Raw -95616.991191 + Penalty 3167.892142 = -92449.099049
  nChanged 1
		SP:Iteration 10Q (33409.100000 sec): 3 clusters
  Score: Raw -95618.412875 + Penalty 3167.892142 = -92450.520732
  nChanged 0
		SP:Iteration 11F (33409.120000 sec): 3 clusters
  Score: Raw -95618.412875 + Penalty 3167.892142 = -92450.520732
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33409.140000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33409.160000 sec): 3 clusters
  Score: Raw -43895.239574 + Penalty 2789.512683 = -41105.726890
  nChanged 32
		SP:Iteration 1F (33409.160000 sec): 3 clusters
  Score: Raw -43998.728653 + Penalty 2789.512683 = -41209.215970
  nChanged 11
		SP:Iteration 2Q (33409.170000 sec): 3 clusters
  Score: Raw -44042.802077 + Penalty 2789.512683 = -41253.289394
  nChanged 3
		SP:Iteration 3Q (33409.180000 sec): 3 clusters
  Score: Raw -44051.369000 + Penalty 2789.512683 = -41261.856317
  nChanged 4
		SP:Iteration 4Q (33409.200000 sec): 3 clusters
  Score: Raw -44059.092399 + Penalty 2789.512683 = -41269.579716
  nChanged 2
		SP:Iteration 5Q (33409.200000 sec): 3 clusters
  Score: Raw -44067.417040 + Penalty 2789.512683 = -41277.904357
  nChanged 2
		SP:Iteration 6Q (33409.210000 sec): 3 clusters
  Score: Raw -44071.003598 + Penalty 2789.512683 = -41281.490915
  nChanged 2
		SP:Iteration 7Q (33409.220000 sec): 3 clusters
  Score: Raw -44073.165716 + Penalty 2789.512683 = -41283.653033
  nChanged 2
		SP:Iteration 8Q (33409.230000 sec): 3 clusters
  Score: Raw -44096.507624 + Penalty 2789.512683 = -41306.994941
  nChanged 0
		SP:Iteration 9F (33409.240000 sec): 3 clusters
  Score: Raw -44096.507624 + Penalty 2789.512683 = -41306.994941
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33409.280000 sec): 2 clusters
  Score: Raw -184300.939179 + Penalty 1745.182848 = -182555.756330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33409.320000 sec): 3 clusters
  Score: Raw -184038.933461 + Penalty 3490.365697 = -180548.567764
  nChanged 314
		SP:Iteration 1F (33409.350000 sec): 3 clusters
  Score: Raw -184361.193436 + Penalty 3490.365697 = -180870.827739
  nChanged 86
		SP:Iteration 2F (33409.380000 sec): 3 clusters
  Score: Raw -184462.162807 + Penalty 3490.365697 = -180971.797110
  nChanged 46
		SP:Iteration 3Q (33409.460000 sec): 3 clusters
  Score: Raw -184517.417997 + Penalty 3490.365697 = -181027.052300
  nChanged 31
		SP:Iteration 4Q (33409.490000 sec): 3 clusters
  Score: Raw -184567.014859 + Penalty 3490.365697 = -181076.649162
  nChanged 29
		SP:Iteration 5Q (33409.520000 sec): 3 clusters
  Score: Raw -184609.881421 + Penalty 3490.365697 = -181119.515724
  nChanged 22
		SP:Iteration 6Q (33409.550000 sec): 3 clusters
  Score: Raw -184633.274895 + Penalty 3490.365697 = -181142.909198
  nChanged 16
		SP:Iteration 7Q (33409.580000 sec): 3 clusters
  Score: Raw -184650.921216 + Penalty 3490.365697 = -181160.555519
  nChanged 19
		SP:Iteration 8Q (33409.620000 sec): 3 clusters
  Score: Raw -184672.505265 + Penalty 3490.365697 = -181182.139568
  nChanged 12
		SP:Iteration 9Q (33409.650000 sec): 3 clusters
  Score: Raw -184690.214757 + Penalty 3490.365697 = -181199.849060
  nChanged 15
		SP:Iteration 10Q (33409.680000 sec): 3 clusters
  Score: Raw -184707.018655 + Penalty 3490.365697 = -181216.652959
  nChanged 15
		SP:Iteration 11Q (33409.710000 sec): 3 clusters
  Score: Raw -184723.530442 + Penalty 3490.365697 = -181233.164746
  nChanged 16
		SP:Iteration 12Q (33409.740000 sec): 3 clusters
  Score: Raw -184746.716775 + Penalty 3490.365697 = -181256.351079
  nChanged 18
		SP:Iteration 13Q (33409.780000 sec): 3 clusters
  Score: Raw -184778.897164 + Penalty 3490.365697 = -181288.531467
  nChanged 17
		SP:Iteration 14Q (33409.810000 sec): 3 clusters
  Score: Raw -184800.451628 + Penalty 3490.365697 = -181310.085931
  nChanged 13
		SP:Iteration 15Q (33409.840000 sec): 3 clusters
  Score: Raw -184822.777649 + Penalty 3490.365697 = -181332.411952
  nChanged 16
		SP:Iteration 16Q (33409.870000 sec): 3 clusters
  Score: Raw -184838.517901 + Penalty 3490.365697 = -181348.152204
  nChanged 12
		SP:Iteration 17Q (33409.900000 sec): 3 clusters
  Score: Raw -184850.969508 + Penalty 3490.365697 = -181360.603811
  nChanged 9
		SP:Iteration 18Q (33409.940000 sec): 3 clusters
  Score: Raw -184860.493173 + Penalty 3490.365697 = -181370.127477
  nChanged 8
		SP:Iteration 19Q (33409.970000 sec): 3 clusters
  Score: Raw -184870.581094 + Penalty 3490.365697 = -181380.215397
  nChanged 5
		SP:Iteration 20F (33410.000000 sec): 3 clusters
  Score: Raw -184874.428478 + Penalty 3490.365697 = -181384.062781
  nChanged 4
		SP:Iteration 21Q (33410.030000 sec): 3 clusters
  Score: Raw -184879.504502 + Penalty 3490.365697 = -181389.138806
  nChanged 5
		SP:Iteration 22Q (33410.060000 sec): 3 clusters
  Score: Raw -184888.737046 + Penalty 3490.365697 = -181398.371349
  nChanged 2
		SP:Iteration 23Q (33410.100000 sec): 3 clusters
  Score: Raw -184890.072642 + Penalty 3490.365697 = -181399.706945
  nChanged 1
		SP:Iteration 24Q (33410.220000 sec): 3 clusters
  Score: Raw -184891.587525 + Penalty 3490.365697 = -181401.221828
  nChanged 2
		SP:Iteration 25Q (33410.380000 sec): 3 clusters
  Score: Raw -184895.812847 + Penalty 3490.365697 = -181405.447150
  nChanged 1
		SP:Iteration 26Q (33410.560000 sec): 3 clusters
  Score: Raw -184899.141672 + Penalty 3490.365697 = -181408.775975
  nChanged 3
		SP:Iteration 27Q (33410.740000 sec): 3 clusters
  Score: Raw -184902.872594 + Penalty 3490.365697 = -181412.506897
  nChanged 3
		SP:Iteration 28Q (33410.910000 sec): 3 clusters
  Score: Raw -184906.398906 + Penalty 3490.365697 = -181416.033209
  nChanged 3
		SP:Iteration 29Q (33411.090000 sec): 3 clusters
  Score: Raw -184909.447478 + Penalty 3490.365697 = -181419.081781
  nChanged 2
		SP:Iteration 30Q (33411.260000 sec): 3 clusters
  Score: Raw -184912.240648 + Penalty 3490.365697 = -181421.874951
  nChanged 6
		SP:Iteration 31Q (33411.440000 sec): 3 clusters
  Score: Raw -184929.356714 + Penalty 3490.365697 = -181438.991017
  nChanged 9
		SP:Iteration 32Q (33411.610000 sec): 3 clusters
  Score: Raw -184956.811853 + Penalty 3490.365697 = -181466.446156
  nChanged 8
		SP:Iteration 33Q (33411.780000 sec): 3 clusters
  Score: Raw -184970.392511 + Penalty 3490.365697 = -181480.026814
  nChanged 6
		SP:Iteration 34Q (33411.940000 sec): 3 clusters
  Score: Raw -184976.374540 + Penalty 3490.365697 = -181486.008843
  nChanged 6
		SP:Iteration 35Q (33412.100000 sec): 3 clusters
  Score: Raw -184991.707090 + Penalty 3490.365697 = -181501.341394
  nChanged 6
		SP:Iteration 36Q (33412.260000 sec): 3 clusters
  Score: Raw -185005.537948 + Penalty 3490.365697 = -181515.172252
  nChanged 11
		SP:Iteration 37Q (33412.420000 sec): 3 clusters
  Score: Raw -185028.885158 + Penalty 3490.365697 = -181538.519461
  nChanged 9
		SP:Iteration 38Q (33412.580000 sec): 3 clusters
  Score: Raw -185045.939301 + Penalty 3490.365697 = -181555.573604
  nChanged 15
		SP:Iteration 39Q (33412.740000 sec): 3 clusters
  Score: Raw -185073.960134 + Penalty 3490.365697 = -181583.594437
  nChanged 13
		SP:Iteration 40F (33412.900000 sec): 3 clusters
  Score: Raw -185092.070722 + Penalty 3490.365697 = -181601.705026
  nChanged 9
		SP:Iteration 41Q (33413.080000 sec): 3 clusters
  Score: Raw -185109.493160 + Penalty 3490.365697 = -181619.127463
  nChanged 9
		SP:Iteration 42Q (33413.260000 sec): 3 clusters
  Score: Raw -185136.162897 + Penalty 3490.365697 = -181645.797200
  nChanged 9
		SP:Iteration 43Q (33413.430000 sec): 3 clusters
  Score: Raw -185156.965754 + Penalty 3490.365697 = -181666.600057
  nChanged 13
		SP:Iteration 44Q (33413.610000 sec): 3 clusters
  Score: Raw -185170.293665 + Penalty 3490.365697 = -181679.927968
  nChanged 11
		SP:Iteration 45Q (33413.780000 sec): 3 clusters
  Score: Raw -185181.999884 + Penalty 3490.365697 = -181691.634187
  nChanged 11
		SP:Iteration 46Q (33413.960000 sec): 3 clusters
  Score: Raw -185195.237654 + Penalty 3490.365697 = -181704.871957
  nChanged 9
		SP:Iteration 47Q (33414.140000 sec): 3 clusters
  Score: Raw -185204.707187 + Penalty 3490.365697 = -181714.341491
  nChanged 5
		SP:Iteration 48Q (33414.310000 sec): 3 clusters
  Score: Raw -185216.065967 + Penalty 3490.365697 = -181725.700270
  nChanged 4
		SP:Iteration 49Q (33414.490000 sec): 3 clusters
  Score: Raw -185221.854556 + Penalty 3490.365697 = -181731.488859
  nChanged 2
		SP:Iteration 50Q (33414.660000 sec): 3 clusters
  Score: Raw -185223.158632 + Penalty 3490.365697 = -181732.792935
  nChanged 1
		SP:Iteration 51Q (33414.840000 sec): 3 clusters
  Score: Raw -185223.506568 + Penalty 3490.365697 = -181733.140871
  nChanged 0
		SP:Iteration 52F (33415.020000 sec): 3 clusters
  Score: Raw -185223.506568 + Penalty 3490.365697 = -181733.140871
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33415.100000 sec): 2 clusters
  Score: Raw -46147.085614 + Penalty 1454.884078 = -44692.201536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33415.280000 sec): 3 clusters
  Score: Raw -46664.142434 + Penalty 2909.768156 = -43754.374278
  nChanged 90
		SP:Iteration 1F (33415.440000 sec): 3 clusters
  Score: Raw -46981.866200 + Penalty 2909.768156 = -44072.098044
  nChanged 18
		SP:Iteration 2F (33415.610000 sec): 3 clusters
  Score: Raw -47030.867849 + Penalty 2909.768156 = -44121.099693
  nChanged 7
		SP:Iteration 3Q (33415.760000 sec): 3 clusters
  Score: Raw -47044.829331 + Penalty 2909.768156 = -44135.061175
  nChanged 9
		SP:Iteration 4Q (33415.930000 sec): 3 clusters
  Score: Raw -47126.128846 + Penalty 2909.768156 = -44216.360690
  nChanged 9
		SP:Iteration 5Q (33416.080000 sec): 3 clusters
  Score: Raw -47156.901578 + Penalty 2909.768156 = -44247.133422
  nChanged 6
		SP:Iteration 6Q (33416.240000 sec): 3 clusters
  Score: Raw -47176.758613 + Penalty 2909.768156 = -44266.990457
  nChanged 2
		SP:Iteration 7Q (33416.400000 sec): 3 clusters
  Score: Raw -47182.012846 + Penalty 2909.768156 = -44272.244690
  nChanged 1
		SP:Iteration 8Q (33416.560000 sec): 3 clusters
  Score: Raw -47186.147662 + Penalty 2909.768156 = -44276.379506
  nChanged 0
		SP:Iteration 9F (33416.720000 sec): 3 clusters
  Score: Raw -47198.023718 + Penalty 2909.768156 = -44288.255562
  nChanged 2
		SP:Iteration 10Q (33416.890000 sec): 3 clusters
  Score: Raw -47259.587220 + Penalty 2909.768156 = -44349.819064
  nChanged 3
		SP:Iteration 11Q (33417.050000 sec): 3 clusters
  Score: Raw -47268.916098 + Penalty 2909.768156 = -44359.147942
  nChanged 0
		SP:Iteration 12F (33417.230000 sec): 3 clusters
  Score: Raw -47268.916098 + Penalty 2909.768156 = -44359.147942
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33417.320000 sec): 2 clusters
  Score: Raw -85833.169760 + Penalty 1587.675465 = -84245.494295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33417.490000 sec): 3 clusters
  Score: Raw -85889.390623 + Penalty 3175.350930 = -82714.039694
  nChanged 144
		SP:Iteration 1F (33417.670000 sec): 3 clusters
  Score: Raw -86171.191789 + Penalty 3175.350930 = -82995.840859
  nChanged 40
		SP:Iteration 2F (33417.840000 sec): 3 clusters
  Score: Raw -86275.391761 + Penalty 3175.350930 = -83100.040832
  nChanged 25
		SP:Iteration 3Q (33418.020000 sec): 3 clusters
  Score: Raw -86341.205119 + Penalty 3175.350930 = -83165.854190
  nChanged 11
		SP:Iteration 4Q (33418.200000 sec): 3 clusters
  Score: Raw -86370.271837 + Penalty 3175.350930 = -83194.920908
  nChanged 4
		SP:Iteration 5Q (33418.380000 sec): 3 clusters
  Score: Raw -86383.405901 + Penalty 3175.350930 = -83208.054972
  nChanged 7
		SP:Iteration 6Q (33418.400000 sec): 3 clusters
  Score: Raw -86402.859740 + Penalty 3175.350930 = -83227.508810
  nChanged 5
		SP:Iteration 7Q (33418.410000 sec): 3 clusters
  Score: Raw -86437.084963 + Penalty 3175.350930 = -83261.734033
  nChanged 7
		SP:Iteration 8Q (33418.430000 sec): 3 clusters
  Score: Raw -86466.211255 + Penalty 3175.350930 = -83290.860325
  nChanged 6
		SP:Iteration 9Q (33418.460000 sec): 3 clusters
  Score: Raw -86496.542808 + Penalty 3175.350930 = -83321.191878
  nChanged 7
		SP:Iteration 10Q (33418.480000 sec): 3 clusters
  Score: Raw -86522.132959 + Penalty 3175.350930 = -83346.782030
  nChanged 6
		SP:Iteration 11Q (33418.500000 sec): 3 clusters
  Score: Raw -86541.556358 + Penalty 3175.350930 = -83366.205428
  nChanged 7
		SP:Iteration 12Q (33418.530000 sec): 3 clusters
  Score: Raw -86555.807970 + Penalty 3175.350930 = -83380.457041
  nChanged 5
		SP:Iteration 13Q (33418.550000 sec): 3 clusters
  Score: Raw -86569.984343 + Penalty 3175.350930 = -83394.633414
  nChanged 4
		SP:Iteration 14Q (33418.580000 sec): 3 clusters
  Score: Raw -86577.515538 + Penalty 3175.350930 = -83402.164608
  nChanged 1
		SP:Iteration 15Q (33418.600000 sec): 3 clusters
  Score: Raw -86587.812253 + Penalty 3175.350930 = -83412.461324
  nChanged 3
		SP:Iteration 16Q (33418.630000 sec): 3 clusters
  Score: Raw -86594.188045 + Penalty 3175.350930 = -83418.837115
  nChanged 2
		SP:Iteration 17Q (33418.650000 sec): 3 clusters
  Score: Raw -86602.959891 + Penalty 3175.350930 = -83427.608961
  nChanged 4
		SP:Iteration 18Q (33418.680000 sec): 3 clusters
  Score: Raw -86619.127904 + Penalty 3175.350930 = -83443.776975
  nChanged 6
		SP:Iteration 19Q (33418.700000 sec): 3 clusters
  Score: Raw -86644.867088 + Penalty 3175.350930 = -83469.516159
  nChanged 6
		SP:Iteration 20F (33418.720000 sec): 3 clusters
  Score: Raw -86703.769444 + Penalty 3175.350930 = -83528.418514
  nChanged 11
		SP:Iteration 21Q (33418.750000 sec): 3 clusters
  Score: Raw -86778.214922 + Penalty 3175.350930 = -83602.863992
  nChanged 8
		SP:Iteration 22Q (33418.770000 sec): 3 clusters
  Score: Raw -86812.756346 + Penalty 3175.350930 = -83637.405417
  nChanged 8
		SP:Iteration 23Q (33418.800000 sec): 3 clusters
  Score: Raw -86862.570463 + Penalty 3175.350930 = -83687.219534
  nChanged 12
		SP:Iteration 24Q (33418.820000 sec): 3 clusters
  Score: Raw -86906.395725 + Penalty 3175.350930 = -83731.044796
  nChanged 6
		SP:Iteration 25Q (33418.840000 sec): 3 clusters
  Score: Raw -86927.600990 + Penalty 3175.350930 = -83752.250060
  nChanged 6
		SP:Iteration 26Q (33418.870000 sec): 3 clusters
  Score: Raw -86951.918687 + Penalty 3175.350930 = -83776.567757
  nChanged 7
		SP:Iteration 27Q (33418.900000 sec): 3 clusters
  Score: Raw -86992.330359 + Penalty 3175.350930 = -83816.979430
  nChanged 7
		SP:Iteration 28Q (33418.920000 sec): 3 clusters
  Score: Raw -87017.432594 + Penalty 3175.350930 = -83842.081664
  nChanged 3
		SP:Iteration 29Q (33418.940000 sec): 3 clusters
  Score: Raw -87025.861326 + Penalty 3175.350930 = -83850.510396
  nChanged 3
		SP:Iteration 30Q (33418.970000 sec): 3 clusters
  Score: Raw -87039.547044 + Penalty 3175.350930 = -83864.196114
  nChanged 2
		SP:Iteration 31Q (33418.990000 sec): 3 clusters
  Score: Raw -87043.865919 + Penalty 3175.350930 = -83868.514989
  nChanged 3
		SP:Iteration 32Q (33419.020000 sec): 3 clusters
  Score: Raw -87049.641387 + Penalty 3175.350930 = -83874.290457
  nChanged 2
		SP:Iteration 33Q (33419.040000 sec): 3 clusters
  Score: Raw -87055.416718 + Penalty 3175.350930 = -83880.065788
  nChanged 4
		SP:Iteration 34Q (33419.060000 sec): 3 clusters
  Score: Raw -87071.089818 + Penalty 3175.350930 = -83895.738888
  nChanged 2
		SP:Iteration 35Q (33419.090000 sec): 3 clusters
  Score: Raw -87076.176649 + Penalty 3175.350930 = -83900.825719
  nChanged 3
		SP:Iteration 36Q (33419.110000 sec): 3 clusters
  Score: Raw -87087.497672 + Penalty 3175.350930 = -83912.146742
  nChanged 2
		SP:Iteration 37Q (33419.140000 sec): 3 clusters
  Score: Raw -87093.674380 + Penalty 3175.350930 = -83918.323451
  nChanged 1
		SP:Iteration 38Q (33419.160000 sec): 3 clusters
  Score: Raw -87107.936032 + Penalty 3175.350930 = -83932.585102
  nChanged 3
		SP:Iteration 39Q (33419.180000 sec): 3 clusters
  Score: Raw -87123.004769 + Penalty 3175.350930 = -83947.653840
  nChanged 1
		SP:Iteration 40F (33419.210000 sec): 3 clusters
  Score: Raw -87132.030472 + Penalty 3175.350930 = -83956.679542
  nChanged 0
Deleting Class 41 (446 points): Lose 2979.500866 but Gain 3262.464713
Iteration 457F (33532.600000 sec): 60 clusters
  Score: Raw -91407819.131878 + Penalty 192485.418085 = -91215333.713793
  nChanged 421
Iteration 458F (33642.900000 sec): 60 clusters
  Score: Raw -91408911.490883 + Penalty 192485.418085 = -91216426.072798
  nChanged 29
Writing temp clu file 
Because OldScore, -91215333.713793, is greater than current (better) Score,-91216426.072798 
 Compute initial score before splitting:   Score: Raw -91408911.490883 + Penalty 192485.418085 = -91216426.072798
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33643.000000 sec): 2 clusters
  Score: Raw -47382.080999 + Penalty 1467.885676 = -45914.195324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33643.010000 sec): 3 clusters
  Score: Raw -47485.310771 + Penalty 2935.771352 = -44549.539419
  nChanged 71
		SP:Iteration 1F (33643.020000 sec): 3 clusters
  Score: Raw -47709.707602 + Penalty 2935.771352 = -44773.936250
  nChanged 30
		SP:Iteration 2F (33643.040000 sec): 3 clusters
  Score: Raw -47843.764893 + Penalty 2935.771352 = -44907.993541
  nChanged 21
		SP:Iteration 3F (33643.050000 sec): 3 clusters
  Score: Raw -47954.022199 + Penalty 2935.771352 = -45018.250848
  nChanged 13
		SP:Iteration 4Q (33643.060000 sec): 3 clusters
  Score: Raw -48055.544336 + Penalty 2935.771352 = -45119.772984
  nChanged 13
		SP:Iteration 5Q (33643.070000 sec): 3 clusters
  Score: Raw -48131.445858 + Penalty 2935.771352 = -45195.674507
  nChanged 16
		SP:Iteration 6Q (33643.080000 sec): 3 clusters
  Score: Raw -48216.348994 + Penalty 2935.771352 = -45280.577642
  nChanged 7
		SP:Iteration 7Q (33643.100000 sec): 3 clusters
  Score: Raw -48256.372043 + Penalty 2935.771352 = -45320.600692
  nChanged 6
		SP:Iteration 8Q (33643.110000 sec): 3 clusters
  Score: Raw -48283.630122 + Penalty 2935.771352 = -45347.858771
  nChanged 5
		SP:Iteration 9Q (33643.120000 sec): 3 clusters
  Score: Raw -48335.959072 + Penalty 2935.771352 = -45400.187720
  nChanged 6
		SP:Iteration 10Q (33643.130000 sec): 3 clusters
  Score: Raw -48426.655843 + Penalty 2935.771352 = -45490.884491
  nChanged 6
		SP:Iteration 11Q (33643.140000 sec): 3 clusters
  Score: Raw -48473.952646 + Penalty 2935.771352 = -45538.181294
  nChanged 1
		SP:Iteration 12Q (33643.150000 sec): 3 clusters
  Score: Raw -48485.502247 + Penalty 2935.771352 = -45549.730895
  nChanged 1
		SP:Iteration 13Q (33643.160000 sec): 3 clusters
  Score: Raw -48487.269422 + Penalty 2935.771352 = -45551.498070
  nChanged 0
		SP:Iteration 14F (33643.180000 sec): 3 clusters
  Score: Raw -48487.269422 + Penalty 2935.771352 = -45551.498070
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33643.210000 sec): 2 clusters
  Score: Raw -77326.153581 + Penalty 1532.130140 = -75794.023440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33643.230000 sec): 3 clusters
  Score: Raw -77379.520929 + Penalty 3064.260281 = -74315.260649
  nChanged 104
		SP:Iteration 1F (33643.260000 sec): 3 clusters
  Score: Raw -77585.819947 + Penalty 3064.260281 = -74521.559666
  nChanged 30
		SP:Iteration 2F (33643.280000 sec): 3 clusters
  Score: Raw -77665.738925 + Penalty 3064.260281 = -74601.478644
  nChanged 23
		SP:Iteration 3Q (33643.300000 sec): 3 clusters
  Score: Raw -77745.528731 + Penalty 3064.260281 = -74681.268450
  nChanged 18
		SP:Iteration 4Q (33643.320000 sec): 3 clusters
  Score: Raw -77806.771438 + Penalty 3064.260281 = -74742.511157
  nChanged 9
		SP:Iteration 5Q (33643.350000 sec): 3 clusters
  Score: Raw -77829.571722 + Penalty 3064.260281 = -74765.311441
  nChanged 1
		SP:Iteration 6Q (33643.370000 sec): 3 clusters
  Score: Raw -77831.287548 + Penalty 3064.260281 = -74767.027268
  nChanged 2
		SP:Iteration 7Q (33643.390000 sec): 3 clusters
  Score: Raw -77836.971757 + Penalty 3064.260281 = -74772.711477
  nChanged 3
		SP:Iteration 8Q (33643.420000 sec): 3 clusters
  Score: Raw -77843.214391 + Penalty 3064.260281 = -74778.954111
  nChanged 2
		SP:Iteration 9Q (33643.440000 sec): 3 clusters
  Score: Raw -77849.934226 + Penalty 3064.260281 = -74785.673945
  nChanged 0
		SP:Iteration 10F (33643.460000 sec): 3 clusters
  Score: Raw -77849.934226 + Penalty 3064.260281 = -74785.673945
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33643.510000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33643.540000 sec): 3 clusters
  Score: Raw -221748.240757 + Penalty 3514.607126 = -218233.633630
  nChanged 332
		SP:Iteration 1F (33643.570000 sec): 3 clusters
  Score: Raw -222127.166786 + Penalty 3514.607126 = -218612.559660
  nChanged 69
		SP:Iteration 2F (33643.610000 sec): 3 clusters
  Score: Raw -222214.557729 + Penalty 3514.607126 = -218699.950603
  nChanged 47
		SP:Iteration 3Q (33643.650000 sec): 3 clusters
  Score: Raw -222274.046265 + Penalty 3514.607126 = -218759.439138
  nChanged 25
		SP:Iteration 4Q (33643.680000 sec): 3 clusters
  Score: Raw -222306.183025 + Penalty 3514.607126 = -218791.575899
  nChanged 20
		SP:Iteration 5Q (33643.710000 sec): 3 clusters
  Score: Raw -222333.784934 + Penalty 3514.607126 = -218819.177808
  nChanged 9
		SP:Iteration 6Q (33643.740000 sec): 3 clusters
  Score: Raw -222346.176965 + Penalty 3514.607126 = -218831.569839
  nChanged 6
		SP:Iteration 7Q (33643.780000 sec): 3 clusters
  Score: Raw -222355.780481 + Penalty 3514.607126 = -218841.173354
  nChanged 2
		SP:Iteration 8Q (33643.810000 sec): 3 clusters
  Score: Raw -222358.690763 + Penalty 3514.607126 = -218844.083637
  nChanged 4
		SP:Iteration 9Q (33643.840000 sec): 3 clusters
  Score: Raw -222364.982521 + Penalty 3514.607126 = -218850.375395
  nChanged 5
		SP:Iteration 10Q (33643.880000 sec): 3 clusters
  Score: Raw -222374.484233 + Penalty 3514.607126 = -218859.877107
  nChanged 1
		SP:Iteration 11Q (33643.910000 sec): 3 clusters
  Score: Raw -222375.740483 + Penalty 3514.607126 = -218861.133356
  nChanged 2
		SP:Iteration 12Q (33643.940000 sec): 3 clusters
  Score: Raw -222377.579172 + Penalty 3514.607126 = -218862.972046
  nChanged 2
		SP:Iteration 13Q (33643.980000 sec): 3 clusters
  Score: Raw -222378.574945 + Penalty 3514.607126 = -218863.967819
  nChanged 0
		SP:Iteration 14F (33644.010000 sec): 3 clusters
  Score: Raw -222378.574945 + Penalty 3514.607126 = -218863.967819
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33644.040000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33644.050000 sec): 3 clusters
  Score: Raw -26952.597304 + Penalty 2544.429763 = -24408.167542
  nChanged 8
		SP:Iteration 1Q (33644.060000 sec): 3 clusters
  Score: Raw -26993.573907 + Penalty 2544.429763 = -24449.144144
  nChanged 3
		SP:Iteration 2Q (33644.060000 sec): 3 clusters
  Score: Raw -27017.746167 + Penalty 2544.429763 = -24473.316404
  nChanged 2
		SP:Iteration 3Q (33644.070000 sec): 3 clusters
  Score: Raw -27038.247568 + Penalty 2544.429763 = -24493.817806
  nChanged 2
		SP:Iteration 4Q (33644.080000 sec): 3 clusters
  Score: Raw -27048.960061 + Penalty 2544.429763 = -24504.530298
  nChanged 0
		SP:Iteration 5F (33644.090000 sec): 3 clusters
  Score: Raw -27048.960061 + Penalty 2544.429763 = -24504.530298
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33644.180000 sec): 2 clusters
  Score: Raw -903923.141202 + Penalty 2117.903304 = -901805.237897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33644.290000 sec): 3 clusters
  Score: Raw -901403.689583 + Penalty 4235.806608 = -897167.882975
  nChanged 1978
		SP:Iteration 1F (33644.400000 sec): 3 clusters
  Score: Raw -902511.585511 + Penalty 4235.806608 = -898275.778903
  nChanged 390
		SP:Iteration 2F (33644.510000 sec): 3 clusters
  Score: Raw -902718.640973 + Penalty 4235.806608 = -898482.834364
  nChanged 242
		SP:Iteration 3Q (33644.700000 sec): 3 clusters
  Score: Raw -902847.553048 + Penalty 4235.806608 = -898611.746440
  nChanged 203
		SP:Iteration 4Q (33644.910000 sec): 3 clusters
  Score: Raw -902948.826148 + Penalty 4235.806608 = -898713.019540
  nChanged 155
		SP:Iteration 5Q (33645.110000 sec): 3 clusters
  Score: Raw -903014.905231 + Penalty 4235.806608 = -898779.098622
  nChanged 115
		SP:Iteration 6Q (33645.320000 sec): 3 clusters
  Score: Raw -903065.104924 + Penalty 4235.806608 = -898829.298316
  nChanged 98
		SP:Iteration 7Q (33645.520000 sec): 3 clusters
  Score: Raw -903106.003159 + Penalty 4235.806608 = -898870.196551
  nChanged 93
		SP:Iteration 8Q (33645.710000 sec): 3 clusters
  Score: Raw -903152.048148 + Penalty 4235.806608 = -898916.241540
  nChanged 102
		SP:Iteration 9Q (33645.810000 sec): 3 clusters
  Score: Raw -903209.128756 + Penalty 4235.806608 = -898973.322147
  nChanged 111
		SP:Iteration 10Q (33645.910000 sec): 3 clusters
  Score: Raw -903273.002646 + Penalty 4235.806608 = -899037.196038
  nChanged 112
		SP:Iteration 11Q (33646.010000 sec): 3 clusters
  Score: Raw -903343.038412 + Penalty 4235.806608 = -899107.231804
  nChanged 114
		SP:Iteration 12Q (33646.210000 sec): 3 clusters
  Score: Raw -903412.149370 + Penalty 4235.806608 = -899176.342761
  nChanged 104
		SP:Iteration 13Q (33646.420000 sec): 3 clusters
  Score: Raw -903468.552172 + Penalty 4235.806608 = -899232.745564
  nChanged 86
		SP:Iteration 14Q (33646.580000 sec): 3 clusters
  Score: Raw -903512.060003 + Penalty 4235.806608 = -899276.253395
  nChanged 86
		SP:Iteration 15Q (33646.740000 sec): 3 clusters
  Score: Raw -903558.162780 + Penalty 4235.806608 = -899322.356172
  nChanged 91
		SP:Iteration 16Q (33646.900000 sec): 3 clusters
  Score: Raw -903609.587844 + Penalty 4235.806608 = -899373.781236
  nChanged 87
		SP:Iteration 17Q (33647.100000 sec): 3 clusters
  Score: Raw -903656.962745 + Penalty 4235.806608 = -899421.156136
  nChanged 78
		SP:Iteration 18Q (33647.260000 sec): 3 clusters
  Score: Raw -903698.737974 + Penalty 4235.806608 = -899462.931366
  nChanged 70
		SP:Iteration 19Q (33647.470000 sec): 3 clusters
  Score: Raw -903738.730299 + Penalty 4235.806608 = -899502.923691
  nChanged 61
		SP:Iteration 20F (33647.630000 sec): 3 clusters
  Score: Raw -903774.196590 + Penalty 4235.806608 = -899538.389982
  nChanged 50
		SP:Iteration 21Q (33647.790000 sec): 3 clusters
  Score: Raw -903804.585212 + Penalty 4235.806608 = -899568.778603
  nChanged 53
		SP:Iteration 22Q (33647.950000 sec): 3 clusters
  Score: Raw -903831.922452 + Penalty 4235.806608 = -899596.115844
  nChanged 37
		SP:Iteration 23Q (33648.110000 sec): 3 clusters
  Score: Raw -903849.282966 + Penalty 4235.806608 = -899613.476358
  nChanged 38
		SP:Iteration 24Q (33648.280000 sec): 3 clusters
  Score: Raw -903868.023728 + Penalty 4235.806608 = -899632.217120
  nChanged 32
		SP:Iteration 25Q (33648.480000 sec): 3 clusters
  Score: Raw -903881.761960 + Penalty 4235.806608 = -899645.955351
  nChanged 29
		SP:Iteration 26Q (33648.690000 sec): 3 clusters
  Score: Raw -903896.843108 + Penalty 4235.806608 = -899661.036500
  nChanged 23
		SP:Iteration 27Q (33648.870000 sec): 3 clusters
  Score: Raw -903907.192804 + Penalty 4235.806608 = -899671.386195
  nChanged 15
		SP:Iteration 28Q (33648.970000 sec): 3 clusters
  Score: Raw -903914.777038 + Penalty 4235.806608 = -899678.970429
  nChanged 24
		SP:Iteration 29Q (33649.070000 sec): 3 clusters
  Score: Raw -903926.481334 + Penalty 4235.806608 = -899690.674725
  nChanged 23
		SP:Iteration 30Q (33649.170000 sec): 3 clusters
  Score: Raw -903937.864939 + Penalty 4235.806608 = -899702.058331
  nChanged 18
		SP:Iteration 31Q (33649.270000 sec): 3 clusters
  Score: Raw -903946.143497 + Penalty 4235.806608 = -899710.336888
  nChanged 15
		SP:Iteration 32Q (33649.370000 sec): 3 clusters
  Score: Raw -903953.162257 + Penalty 4235.806608 = -899717.355649
  nChanged 12
		SP:Iteration 33Q (33649.480000 sec): 3 clusters
  Score: Raw -903957.865976 + Penalty 4235.806608 = -899722.059368
  nChanged 10
		SP:Iteration 34Q (33649.580000 sec): 3 clusters
  Score: Raw -903962.330622 + Penalty 4235.806608 = -899726.524014
  nChanged 14
		SP:Iteration 35Q (33649.680000 sec): 3 clusters
  Score: Raw -903967.665337 + Penalty 4235.806608 = -899731.858729
  nChanged 13
		SP:Iteration 36Q (33649.780000 sec): 3 clusters
  Score: Raw -903973.532439 + Penalty 4235.806608 = -899737.725831
  nChanged 13
		SP:Iteration 37Q (33649.890000 sec): 3 clusters
  Score: Raw -903978.488810 + Penalty 4235.806608 = -899742.682202
  nChanged 15
		SP:Iteration 38Q (33650.010000 sec): 3 clusters
  Score: Raw -903985.653666 + Penalty 4235.806608 = -899749.847057
  nChanged 13
		SP:Iteration 39Q (33650.120000 sec): 3 clusters
  Score: Raw -903993.692286 + Penalty 4235.806608 = -899757.885677
  nChanged 11
		SP:Iteration 40F (33650.230000 sec): 3 clusters
  Score: Raw -904000.907042 + Penalty 4235.806608 = -899765.100433
  nChanged 13
		SP:Iteration 41Q (33650.340000 sec): 3 clusters
  Score: Raw -904008.595415 + Penalty 4235.806608 = -899772.788807
  nChanged 13
		SP:Iteration 42Q (33650.440000 sec): 3 clusters
  Score: Raw -904015.097965 + Penalty 4235.806608 = -899779.291357
  nChanged 12
		SP:Iteration 43Q (33650.550000 sec): 3 clusters
  Score: Raw -904022.186515 + Penalty 4235.806608 = -899786.379906
  nChanged 17
		SP:Iteration 44Q (33650.660000 sec): 3 clusters
  Score: Raw -904030.920352 + Penalty 4235.806608 = -899795.113743
  nChanged 18
		SP:Iteration 45Q (33650.770000 sec): 3 clusters
  Score: Raw -904046.025293 + Penalty 4235.806608 = -899810.218685
  nChanged 20
		SP:Iteration 46Q (33650.880000 sec): 3 clusters
  Score: Raw -904056.653675 + Penalty 4235.806608 = -899820.847066
  nChanged 14
		SP:Iteration 47Q (33650.980000 sec): 3 clusters
  Score: Raw -904064.828060 + Penalty 4235.806608 = -899829.021452
  nChanged 10
		SP:Iteration 48Q (33651.090000 sec): 3 clusters
  Score: Raw -904070.561509 + Penalty 4235.806608 = -899834.754901
  nChanged 10
		SP:Iteration 49Q (33651.200000 sec): 3 clusters
  Score: Raw -904076.856958 + Penalty 4235.806608 = -899841.050350
  nChanged 17
		SP:Iteration 50Q (33651.300000 sec): 3 clusters
  Score: Raw -904085.506032 + Penalty 4235.806608 = -899849.699424
  nChanged 11
		SP:Iteration 51Q (33651.420000 sec): 3 clusters
  Score: Raw -904091.179258 + Penalty 4235.806608 = -899855.372650
  nChanged 9
		SP:Iteration 52Q (33651.530000 sec): 3 clusters
  Score: Raw -904096.273077 + Penalty 4235.806608 = -899860.466468
  nChanged 10
		SP:Iteration 53Q (33651.640000 sec): 3 clusters
  Score: Raw -904102.553650 + Penalty 4235.806608 = -899866.747042
  nChanged 10
		SP:Iteration 54Q (33651.750000 sec): 3 clusters
  Score: Raw -904108.769859 + Penalty 4235.806608 = -899872.963251
  nChanged 10
		SP:Iteration 55Q (33651.850000 sec): 3 clusters
  Score: Raw -904113.253172 + Penalty 4235.806608 = -899877.446563
  nChanged 5
		SP:Iteration 56Q (33651.960000 sec): 3 clusters
  Score: Raw -904115.999620 + Penalty 4235.806608 = -899880.193011
  nChanged 3
		SP:Iteration 57Q (33652.070000 sec): 3 clusters
  Score: Raw -904117.040494 + Penalty 4235.806608 = -899881.233885
  nChanged 3
		SP:Iteration 58Q (33652.210000 sec): 3 clusters
  Score: Raw -904118.270616 + Penalty 4235.806608 = -899882.464008
  nChanged 3
		SP:Iteration 59Q (33652.420000 sec): 3 clusters
  Score: Raw -904119.004848 + Penalty 4235.806608 = -899883.198239
  nChanged 2
		SP:Iteration 60F (33652.520000 sec): 3 clusters
  Score: Raw -904120.011636 + Penalty 4235.806608 = -899884.205028
  nChanged 5
		SP:Iteration 61Q (33652.640000 sec): 3 clusters
  Score: Raw -904122.245896 + Penalty 4235.806608 = -899886.439287
  nChanged 4
		SP:Iteration 62Q (33652.820000 sec): 3 clusters
  Score: Raw -904124.726040 + Penalty 4235.806608 = -899888.919431
  nChanged 4
		SP:Iteration 63Q (33652.920000 sec): 3 clusters
  Score: Raw -904126.444499 + Penalty 4235.806608 = -899890.637891
  nChanged 5
		SP:Iteration 64Q (33653.010000 sec): 3 clusters
  Score: Raw -904128.273662 + Penalty 4235.806608 = -899892.467054
  nChanged 1
		SP:Iteration 65Q (33653.110000 sec): 3 clusters
  Score: Raw -904128.816141 + Penalty 4235.806608 = -899893.009533
  nChanged 2
		SP:Iteration 66Q (33653.210000 sec): 3 clusters
  Score: Raw -904130.051813 + Penalty 4235.806608 = -899894.245204
  nChanged 4
		SP:Iteration 67Q (33653.310000 sec): 3 clusters
  Score: Raw -904132.497444 + Penalty 4235.806608 = -899896.690836
  nChanged 7
		SP:Iteration 68Q (33653.410000 sec): 3 clusters
  Score: Raw -904136.928055 + Penalty 4235.806608 = -899901.121447
  nChanged 8
		SP:Iteration 69Q (33653.610000 sec): 3 clusters
  Score: Raw -904141.582484 + Penalty 4235.806608 = -899905.775876
  nChanged 2
		SP:Iteration 70Q (33653.820000 sec): 3 clusters
  Score: Raw -904142.998552 + Penalty 4235.806608 = -899907.191944
  nChanged 4
		SP:Iteration 71Q (33654.030000 sec): 3 clusters
  Score: Raw -904145.248506 + Penalty 4235.806608 = -899909.441898
  nChanged 6
		SP:Iteration 72Q (33654.250000 sec): 3 clusters
  Score: Raw -904150.049023 + Penalty 4235.806608 = -899914.242415
  nChanged 11
		SP:Iteration 73Q (33654.450000 sec): 3 clusters
  Score: Raw -904157.311513 + Penalty 4235.806608 = -899921.504904
  nChanged 8
		SP:Iteration 74Q (33654.660000 sec): 3 clusters
  Score: Raw -904161.569624 + Penalty 4235.806608 = -899925.763016
  nChanged 6
		SP:Iteration 75Q (33654.870000 sec): 3 clusters
  Score: Raw -904163.700877 + Penalty 4235.806608 = -899927.894268
  nChanged 5
		SP:Iteration 76Q (33655.080000 sec): 3 clusters
  Score: Raw -904166.728503 + Penalty 4235.806608 = -899930.921894
  nChanged 5
		SP:Iteration 77Q (33655.280000 sec): 3 clusters
  Score: Raw -904169.294916 + Penalty 4235.806608 = -899933.488307
  nChanged 6
		SP:Iteration 78Q (33655.480000 sec): 3 clusters
  Score: Raw -904172.483303 + Penalty 4235.806608 = -899936.676695
  nChanged 3
		SP:Iteration 79Q (33655.690000 sec): 3 clusters
  Score: Raw -904174.305289 + Penalty 4235.806608 = -899938.498681
  nChanged 1
		SP:Iteration 80F (33655.850000 sec): 3 clusters
  Score: Raw -904174.988917 + Penalty 4235.806608 = -899939.182308
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33655.930000 sec): 2 clusters
  Score: Raw -60592.087473 + Penalty 1500.918114 = -59091.169359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33656.110000 sec): 3 clusters
  Score: Raw -60878.441410 + Penalty 3001.836228 = -57876.605182
  nChanged 108
		SP:Iteration 1F (33656.200000 sec): 3 clusters
  Score: Raw -61405.666193 + Penalty 3001.836228 = -58403.829965
  nChanged 39
		SP:Iteration 2F (33656.210000 sec): 3 clusters
  Score: Raw -61680.548935 + Penalty 3001.836228 = -58678.712708
  nChanged 20
		SP:Iteration 3Q (33656.230000 sec): 3 clusters
  Score: Raw -61820.528184 + Penalty 3001.836228 = -58818.691956
  nChanged 10
		SP:Iteration 4Q (33656.240000 sec): 3 clusters
  Score: Raw -61901.773765 + Penalty 3001.836228 = -58899.937537
  nChanged 4
		SP:Iteration 5Q (33656.260000 sec): 3 clusters
  Score: Raw -61926.094180 + Penalty 3001.836228 = -58924.257952
  nChanged 3
		SP:Iteration 6Q (33656.280000 sec): 3 clusters
  Score: Raw -61935.657542 + Penalty 3001.836228 = -58933.821314
  nChanged 1
		SP:Iteration 7Q (33656.300000 sec): 3 clusters
  Score: Raw -61946.554668 + Penalty 3001.836228 = -58944.718440
  nChanged 0
		SP:Iteration 8F (33656.310000 sec): 3 clusters
  Score: Raw -61946.554668 + Penalty 3001.836228 = -58944.718440
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33656.370000 sec): 2 clusters
  Score: Raw -280554.485955 + Penalty 1817.289574 = -278737.196381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33656.420000 sec): 3 clusters
  Score: Raw -280062.411981 + Penalty 3634.579147 = -276427.832834
  nChanged 445
		SP:Iteration 1F (33656.460000 sec): 3 clusters
  Score: Raw -280447.042932 + Penalty 3634.579147 = -276812.463785
  nChanged 126
		SP:Iteration 2F (33656.500000 sec): 3 clusters
  Score: Raw -280581.404566 + Penalty 3634.579147 = -276946.825419
  nChanged 59
		SP:Iteration 3Q (33656.550000 sec): 3 clusters
  Score: Raw -280642.273453 + Penalty 3634.579147 = -277007.694306
  nChanged 42
		SP:Iteration 4Q (33656.590000 sec): 3 clusters
  Score: Raw -280683.943564 + Penalty 3634.579147 = -277049.364417
  nChanged 42
		SP:Iteration 5Q (33656.630000 sec): 3 clusters
  Score: Raw -280719.830991 + Penalty 3634.579147 = -277085.251844
  nChanged 25
		SP:Iteration 6Q (33656.680000 sec): 3 clusters
  Score: Raw -280734.629053 + Penalty 3634.579147 = -277100.049906
  nChanged 19
		SP:Iteration 7Q (33656.720000 sec): 3 clusters
  Score: Raw -280745.187986 + Penalty 3634.579147 = -277110.608839
  nChanged 12
		SP:Iteration 8Q (33656.760000 sec): 3 clusters
  Score: Raw -280756.730693 + Penalty 3634.579147 = -277122.151546
  nChanged 10
		SP:Iteration 9Q (33656.810000 sec): 3 clusters
  Score: Raw -280767.024110 + Penalty 3634.579147 = -277132.444963
  nChanged 4
		SP:Iteration 10Q (33656.850000 sec): 3 clusters
  Score: Raw -280772.378857 + Penalty 3634.579147 = -277137.799710
  nChanged 4
		SP:Iteration 11Q (33656.890000 sec): 3 clusters
  Score: Raw -280776.074426 + Penalty 3634.579147 = -277141.495279
  nChanged 3
		SP:Iteration 12Q (33656.930000 sec): 3 clusters
  Score: Raw -280777.831730 + Penalty 3634.579147 = -277143.252583
  nChanged 3
		SP:Iteration 13Q (33656.980000 sec): 3 clusters
  Score: Raw -280780.363116 + Penalty 3634.579147 = -277145.783969
  nChanged 1
		SP:Iteration 14Q (33657.020000 sec): 3 clusters
  Score: Raw -280780.717903 + Penalty 3634.579147 = -277146.138756
  nChanged 1
		SP:Iteration 15Q (33657.060000 sec): 3 clusters
  Score: Raw -280780.874990 + Penalty 3634.579147 = -277146.295843
  nChanged 0
		SP:Iteration 16F (33657.110000 sec): 3 clusters
  Score: Raw -280780.874990 + Penalty 3634.579147 = -277146.295843
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33657.140000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33657.150000 sec): 3 clusters
  Score: Raw -27819.772409 + Penalty 2742.596827 = -25077.175581
  nChanged 36
		SP:Iteration 1F (33657.160000 sec): 3 clusters
  Score: Raw -27964.228813 + Penalty 2742.596827 = -25221.631986
  nChanged 13
		SP:Iteration 2F (33657.170000 sec): 3 clusters
  Score: Raw -28007.550936 + Penalty 2742.596827 = -25264.954109
  nChanged 3
		SP:Iteration 3Q (33657.180000 sec): 3 clusters
  Score: Raw -28023.696060 + Penalty 2742.596827 = -25281.099233
  nChanged 1
		SP:Iteration 4Q (33657.190000 sec): 3 clusters
  Score: Raw -28026.735453 + Penalty 2742.596827 = -25284.138625
  nChanged 1
		SP:Iteration 5Q (33657.190000 sec): 3 clusters
  Score: Raw -28031.632932 + Penalty 2742.596827 = -25289.036104
  nChanged 2
		SP:Iteration 6Q (33657.210000 sec): 3 clusters
  Score: Raw -28040.566765 + Penalty 2742.596827 = -25297.969937
  nChanged 4
		SP:Iteration 7Q (33657.210000 sec): 3 clusters
  Score: Raw -28061.864819 + Penalty 2742.596827 = -25319.267992
  nChanged 3
		SP:Iteration 8Q (33657.220000 sec): 3 clusters
  Score: Raw -28084.424205 + Penalty 2742.596827 = -25341.827377
  nChanged 0
		SP:Iteration 9F (33657.230000 sec): 3 clusters
  Score: Raw -28084.424205 + Penalty 2742.596827 = -25341.827377
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33657.280000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33657.320000 sec): 3 clusters
  Score: Raw -218568.783421 + Penalty 3502.847050 = -215065.936372
  nChanged 306
		SP:Iteration 1F (33657.350000 sec): 3 clusters
  Score: Raw -218900.596215 + Penalty 3502.847050 = -215397.749166
  nChanged 82
		SP:Iteration 2F (33657.390000 sec): 3 clusters
  Score: Raw -219035.153456 + Penalty 3502.847050 = -215532.306406
  nChanged 48
		SP:Iteration 3Q (33657.420000 sec): 3 clusters
  Score: Raw -219123.961111 + Penalty 3502.847050 = -215621.114061
  nChanged 48
		SP:Iteration 4Q (33657.450000 sec): 3 clusters
  Score: Raw -219229.802307 + Penalty 3502.847050 = -215726.955257
  nChanged 46
		SP:Iteration 5Q (33657.490000 sec): 3 clusters
  Score: Raw -219315.722232 + Penalty 3502.847050 = -215812.875183
  nChanged 56
		SP:Iteration 6Q (33657.520000 sec): 3 clusters
  Score: Raw -219422.554114 + Penalty 3502.847050 = -215919.707065
  nChanged 56
		SP:Iteration 7Q (33657.560000 sec): 3 clusters
  Score: Raw -219538.401510 + Penalty 3502.847050 = -216035.554461
  nChanged 46
		SP:Iteration 8Q (33657.590000 sec): 3 clusters
  Score: Raw -219604.302286 + Penalty 3502.847050 = -216101.455237
  nChanged 28
		SP:Iteration 9Q (33657.630000 sec): 3 clusters
  Score: Raw -219658.804685 + Penalty 3502.847050 = -216155.957636
  nChanged 17
		SP:Iteration 10Q (33657.660000 sec): 3 clusters
  Score: Raw -219688.753372 + Penalty 3502.847050 = -216185.906323
  nChanged 14
		SP:Iteration 11Q (33657.690000 sec): 3 clusters
  Score: Raw -219711.479436 + Penalty 3502.847050 = -216208.632386
  nChanged 9
		SP:Iteration 12Q (33657.730000 sec): 3 clusters
  Score: Raw -219721.460375 + Penalty 3502.847050 = -216218.613325
  nChanged 8
		SP:Iteration 13Q (33657.760000 sec): 3 clusters
  Score: Raw -219731.465408 + Penalty 3502.847050 = -216228.618358
  nChanged 5
		SP:Iteration 14Q (33657.800000 sec): 3 clusters
  Score: Raw -219738.540287 + Penalty 3502.847050 = -216235.693238
  nChanged 7
		SP:Iteration 15Q (33657.830000 sec): 3 clusters
  Score: Raw -219748.193378 + Penalty 3502.847050 = -216245.346329
  nChanged 6
		SP:Iteration 16Q (33657.870000 sec): 3 clusters
  Score: Raw -219757.778575 + Penalty 3502.847050 = -216254.931525
  nChanged 3
		SP:Iteration 17Q (33657.900000 sec): 3 clusters
  Score: Raw -219764.573850 + Penalty 3502.847050 = -216261.726800
  nChanged 4
		SP:Iteration 18Q (33657.930000 sec): 3 clusters
  Score: Raw -219771.205055 + Penalty 3502.847050 = -216268.358006
  nChanged 2
		SP:Iteration 19Q (33657.970000 sec): 3 clusters
  Score: Raw -219774.903910 + Penalty 3502.847050 = -216272.056861
  nChanged 1
		SP:Iteration 20F (33658.000000 sec): 3 clusters
  Score: Raw -219776.008364 + Penalty 3502.847050 = -216273.161315
  nChanged 1
		SP:Iteration 21Q (33658.030000 sec): 3 clusters
  Score: Raw -219776.592925 + Penalty 3502.847050 = -216273.745875
  nChanged 1
		SP:Iteration 22Q (33658.070000 sec): 3 clusters
  Score: Raw -219778.642047 + Penalty 3502.847050 = -216275.794998
  nChanged 1
		SP:Iteration 23Q (33658.100000 sec): 3 clusters
  Score: Raw -219781.492813 + Penalty 3502.847050 = -216278.645763
  nChanged 0
		SP:Iteration 24F (33658.330000 sec): 3 clusters
  Score: Raw -219781.492813 + Penalty 3502.847050 = -216278.645763
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33658.350000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33658.360000 sec): 3 clusters
  Score: Raw -37308.481204 + Penalty 2681.957199 = -34626.524006
  nChanged 11
		SP:Iteration 1Q (33658.370000 sec): 3 clusters
  Score: Raw -37356.440141 + Penalty 2681.957199 = -34674.482942
  nChanged 2
		SP:Iteration 2Q (33658.370000 sec): 3 clusters
  Score: Raw -37363.510516 + Penalty 2681.957199 = -34681.553317
  nChanged 0
		SP:Iteration 3F (33658.380000 sec): 3 clusters
  Score: Raw -37363.510516 + Penalty 2681.957199 = -34681.553317
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33658.410000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33658.420000 sec): 3 clusters
  Score: Raw -33628.373217 + Penalty 2652.165335 = -30976.207882
  nChanged 12
		SP:Iteration 1F (33658.430000 sec): 3 clusters
  Score: Raw -33687.772588 + Penalty 2652.165335 = -31035.607252
  nChanged 3
		SP:Iteration 2Q (33658.430000 sec): 3 clusters
  Score: Raw -33707.365423 + Penalty 2652.165335 = -31055.200088
  nChanged 2
		SP:Iteration 3Q (33658.450000 sec): 3 clusters
  Score: Raw -33727.919844 + Penalty 2652.165335 = -31075.754509
  nChanged 2
		SP:Iteration 4Q (33658.450000 sec): 3 clusters
  Score: Raw -33737.059568 + Penalty 2652.165335 = -31084.894232
  nChanged 0
		SP:Iteration 5F (33658.460000 sec): 3 clusters
  Score: Raw -33737.059568 + Penalty 2652.165335 = -31084.894232
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33658.490000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33658.500000 sec): 3 clusters
  Score: Raw -35785.281794 + Penalty 2707.954415 = -33077.327379
  nChanged 28
		SP:Iteration 1F (33658.510000 sec): 3 clusters
  Score: Raw -35879.694263 + Penalty 2707.954415 = -33171.739848
  nChanged 8
		SP:Iteration 2Q (33658.520000 sec): 3 clusters
  Score: Raw -35944.318392 + Penalty 2707.954415 = -33236.363977
  nChanged 6
		SP:Iteration 3Q (33658.530000 sec): 3 clusters
  Score: Raw -35965.879056 + Penalty 2707.954415 = -33257.924641
  nChanged 2
		SP:Iteration 4Q (33658.540000 sec): 3 clusters
  Score: Raw -35972.317696 + Penalty 2707.954415 = -33264.363281
  nChanged 2
		SP:Iteration 5Q (33658.550000 sec): 3 clusters
  Score: Raw -35979.547755 + Penalty 2707.954415 = -33271.593340
  nChanged 1
		SP:Iteration 6Q (33658.560000 sec): 3 clusters
  Score: Raw -35981.735250 + Penalty 2707.954415 = -33273.780835
  nChanged 2
		SP:Iteration 7Q (33658.570000 sec): 3 clusters
  Score: Raw -35987.040218 + Penalty 2707.954415 = -33279.085803
  nChanged 1
		SP:Iteration 8Q (33658.580000 sec): 3 clusters
  Score: Raw -35992.394700 + Penalty 2707.954415 = -33284.440285
  nChanged 2
		SP:Iteration 9Q (33658.580000 sec): 3 clusters
  Score: Raw -35998.796223 + Penalty 2707.954415 = -33290.841808
  nChanged 1
		SP:Iteration 10Q (33658.590000 sec): 3 clusters
  Score: Raw -36001.219351 + Penalty 2707.954415 = -33293.264936
  nChanged 0
		SP:Iteration 11F (33658.600000 sec): 3 clusters
  Score: Raw -36001.219351 + Penalty 2707.954415 = -33293.264936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33658.760000 sec): 2 clusters
  Score: Raw -2515304.849951 + Penalty 2359.836401 = -2512945.013550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33659.070000 sec): 3 clusters
  Score: Raw -2507602.892952 + Penalty 4719.672802 = -2502883.220150
  nChanged 5845
		SP:Iteration 1F (33659.320000 sec): 3 clusters
  Score: Raw -2510769.326291 + Penalty 4719.672802 = -2506049.653489
  nChanged 799
		SP:Iteration 2F (33659.610000 sec): 3 clusters
  Score: Raw -2511102.992550 + Penalty 4719.672802 = -2506383.319748
  nChanged 673
		SP:Iteration 3Q (33659.890000 sec): 3 clusters
  Score: Raw -2511368.826063 + Penalty 4719.672802 = -2506649.153262
  nChanged 576
		SP:Iteration 4Q (33660.190000 sec): 3 clusters
  Score: Raw -2511586.113901 + Penalty 4719.672802 = -2506866.441099
  nChanged 478
		SP:Iteration 5Q (33660.470000 sec): 3 clusters
  Score: Raw -2511770.389721 + Penalty 4719.672802 = -2507050.716919
  nChanged 433
		SP:Iteration 6Q (33660.770000 sec): 3 clusters
  Score: Raw -2511933.260633 + Penalty 4719.672802 = -2507213.587832
  nChanged 403
		SP:Iteration 7Q (33661.050000 sec): 3 clusters
  Score: Raw -2512082.766689 + Penalty 4719.672802 = -2507363.093887
  nChanged 378
		SP:Iteration 8Q (33661.320000 sec): 3 clusters
  Score: Raw -2512211.418506 + Penalty 4719.672802 = -2507491.745705
  nChanged 349
		SP:Iteration 9Q (33661.530000 sec): 3 clusters
  Score: Raw -2512338.257937 + Penalty 4719.672802 = -2507618.585135
  nChanged 350
		SP:Iteration 10Q (33661.900000 sec): 3 clusters
  Score: Raw -2512468.384045 + Penalty 4719.672802 = -2507748.711244
  nChanged 339
		SP:Iteration 11Q (33662.210000 sec): 3 clusters
  Score: Raw -2512601.537313 + Penalty 4719.672802 = -2507881.864512
  nChanged 365
		SP:Iteration 12Q (33662.510000 sec): 3 clusters
  Score: Raw -2512737.686647 + Penalty 4719.672802 = -2508018.013845
  nChanged 343
		SP:Iteration 13Q (33662.800000 sec): 3 clusters
  Score: Raw -2512877.102352 + Penalty 4719.672802 = -2508157.429550
  nChanged 347
		SP:Iteration 14Q (33663.080000 sec): 3 clusters
  Score: Raw -2513010.742378 + Penalty 4719.672802 = -2508291.069576
  nChanged 331
		SP:Iteration 15Q (33663.420000 sec): 3 clusters
  Score: Raw -2513140.477254 + Penalty 4719.672802 = -2508420.804453
  nChanged 345
		SP:Iteration 16Q (33663.580000 sec): 3 clusters
  Score: Raw -2513285.607151 + Penalty 4719.672802 = -2508565.934349
  nChanged 359
		SP:Iteration 17Q (33663.880000 sec): 3 clusters
  Score: Raw -2513441.217042 + Penalty 4719.672802 = -2508721.544240
  nChanged 381
		SP:Iteration 18Q (33664.160000 sec): 3 clusters
  Score: Raw -2513617.509931 + Penalty 4719.672802 = -2508897.837130
  nChanged 402
		SP:Iteration 19Q (33664.460000 sec): 3 clusters
  Score: Raw -2513804.399667 + Penalty 4719.672802 = -2509084.726865
  nChanged 420
		SP:Iteration 20F (33664.750000 sec): 3 clusters
  Score: Raw -2514020.556792 + Penalty 4719.672802 = -2509300.883990
  nChanged 402
		SP:Iteration 21Q (33665.040000 sec): 3 clusters
  Score: Raw -2514234.176475 + Penalty 4719.672802 = -2509514.503673
  nChanged 420
		SP:Iteration 22Q (33665.330000 sec): 3 clusters
  Score: Raw -2514480.452195 + Penalty 4719.672802 = -2509760.779394
  nChanged 398
		SP:Iteration 23Q (33665.630000 sec): 3 clusters
  Score: Raw -2514704.370703 + Penalty 4719.672802 = -2509984.697901
  nChanged 353
		SP:Iteration 24Q (33665.920000 sec): 3 clusters
  Score: Raw -2514907.245908 + Penalty 4719.672802 = -2510187.573107
  nChanged 304
		SP:Iteration 25Q (33666.210000 sec): 3 clusters
  Score: Raw -2515069.246430 + Penalty 4719.672802 = -2510349.573628
  nChanged 229
		SP:Iteration 26Q (33666.510000 sec): 3 clusters
  Score: Raw -2515183.164504 + Penalty 4719.672802 = -2510463.491702
  nChanged 216
		SP:Iteration 27Q (33666.800000 sec): 3 clusters
  Score: Raw -2515281.497419 + Penalty 4719.672802 = -2510561.824617
  nChanged 174
		SP:Iteration 28Q (33667.090000 sec): 3 clusters
  Score: Raw -2515357.964412 + Penalty 4719.672802 = -2510638.291610
  nChanged 150
		SP:Iteration 29Q (33667.380000 sec): 3 clusters
  Score: Raw -2515434.416635 + Penalty 4719.672802 = -2510714.743834
  nChanged 141
		SP:Iteration 30Q (33667.680000 sec): 3 clusters
  Score: Raw -2515496.793477 + Penalty 4719.672802 = -2510777.120675
  nChanged 118
		SP:Iteration 31Q (33667.970000 sec): 3 clusters
  Score: Raw -2515544.824299 + Penalty 4719.672802 = -2510825.151497
  nChanged 92
		SP:Iteration 32Q (33668.260000 sec): 3 clusters
  Score: Raw -2515582.424999 + Penalty 4719.672802 = -2510862.752198
  nChanged 80
		SP:Iteration 33Q (33668.560000 sec): 3 clusters
  Score: Raw -2515612.637005 + Penalty 4719.672802 = -2510892.964203
  nChanged 55
		SP:Iteration 34Q (33668.860000 sec): 3 clusters
  Score: Raw -2515630.048448 + Penalty 4719.672802 = -2510910.375647
  nChanged 52
		SP:Iteration 35Q (33669.150000 sec): 3 clusters
  Score: Raw -2515648.170467 + Penalty 4719.672802 = -2510928.497665
  nChanged 41
		SP:Iteration 36Q (33669.440000 sec): 3 clusters
  Score: Raw -2515661.427357 + Penalty 4719.672802 = -2510941.754555
  nChanged 40
		SP:Iteration 37Q (33669.670000 sec): 3 clusters
  Score: Raw -2515673.674959 + Penalty 4719.672802 = -2510954.002158
  nChanged 33
		SP:Iteration 38Q (33669.980000 sec): 3 clusters
  Score: Raw -2515685.700959 + Penalty 4719.672802 = -2510966.028158
  nChanged 29
		SP:Iteration 39Q (33670.240000 sec): 3 clusters
  Score: Raw -2515694.792703 + Penalty 4719.672802 = -2510975.119901
  nChanged 23
		SP:Iteration 40F (33670.490000 sec): 3 clusters
  Score: Raw -2515701.417003 + Penalty 4719.672802 = -2510981.744202
  nChanged 16
		SP:Iteration 41Q (33670.790000 sec): 3 clusters
  Score: Raw -2515706.166476 + Penalty 4719.672802 = -2510986.493674
  nChanged 15
		SP:Iteration 42Q (33671.080000 sec): 3 clusters
  Score: Raw -2515710.101081 + Penalty 4719.672802 = -2510990.428279
  nChanged 21
		SP:Iteration 43Q (33671.380000 sec): 3 clusters
  Score: Raw -2515716.422962 + Penalty 4719.672802 = -2510996.750161
  nChanged 21
		SP:Iteration 44Q (33671.670000 sec): 3 clusters
  Score: Raw -2515723.536234 + Penalty 4719.672802 = -2511003.863433
  nChanged 19
		SP:Iteration 45Q (33671.960000 sec): 3 clusters
  Score: Raw -2515728.246730 + Penalty 4719.672802 = -2511008.573928
  nChanged 17
		SP:Iteration 46Q (33672.260000 sec): 3 clusters
  Score: Raw -2515733.706277 + Penalty 4719.672802 = -2511014.033476
  nChanged 14
		SP:Iteration 47Q (33672.550000 sec): 3 clusters
  Score: Raw -2515738.323123 + Penalty 4719.672802 = -2511018.650322
  nChanged 15
		SP:Iteration 48Q (33672.850000 sec): 3 clusters
  Score: Raw -2515741.738625 + Penalty 4719.672802 = -2511022.065824
  nChanged 7
		SP:Iteration 49Q (33673.140000 sec): 3 clusters
  Score: Raw -2515742.892337 + Penalty 4719.672802 = -2511023.219536
  nChanged 5
		SP:Iteration 50Q (33673.430000 sec): 3 clusters
  Score: Raw -2515744.554633 + Penalty 4719.672802 = -2511024.881831
  nChanged 4
		SP:Iteration 51Q (33673.730000 sec): 3 clusters
  Score: Raw -2515746.165748 + Penalty 4719.672802 = -2511026.492947
  nChanged 8
		SP:Iteration 52Q (33674.020000 sec): 3 clusters
  Score: Raw -2515748.851443 + Penalty 4719.672802 = -2511029.178642
  nChanged 8
		SP:Iteration 53Q (33674.320000 sec): 3 clusters
  Score: Raw -2515750.894067 + Penalty 4719.672802 = -2511031.221266
  nChanged 8
		SP:Iteration 54Q (33674.610000 sec): 3 clusters
  Score: Raw -2515753.129138 + Penalty 4719.672802 = -2511033.456337
  nChanged 7
		SP:Iteration 55Q (33674.940000 sec): 3 clusters
  Score: Raw -2515754.664795 + Penalty 4719.672802 = -2511034.991993
  nChanged 6
		SP:Iteration 56Q (33675.190000 sec): 3 clusters
  Score: Raw -2515756.086425 + Penalty 4719.672802 = -2511036.413623
  nChanged 4
		SP:Iteration 57Q (33675.480000 sec): 3 clusters
  Score: Raw -2515757.008200 + Penalty 4719.672802 = -2511037.335398
  nChanged 3
		SP:Iteration 58Q (33675.780000 sec): 3 clusters
  Score: Raw -2515757.747727 + Penalty 4719.672802 = -2511038.074925
  nChanged 4
		SP:Iteration 59Q (33676.070000 sec): 3 clusters
  Score: Raw -2515758.845592 + Penalty 4719.672802 = -2511039.172791
  nChanged 3
		SP:Iteration 60F (33676.370000 sec): 3 clusters
  Score: Raw -2515760.038335 + Penalty 4719.672802 = -2511040.365533
  nChanged 5
		SP:Iteration 61Q (33676.660000 sec): 3 clusters
  Score: Raw -2515760.986471 + Penalty 4719.672802 = -2511041.313669
  nChanged 3
		SP:Iteration 62Q (33676.960000 sec): 3 clusters
  Score: Raw -2515761.389965 + Penalty 4719.672802 = -2511041.717163
  nChanged 0
		SP:Iteration 63F (33677.240000 sec): 3 clusters
  Score: Raw -2515761.389965 + Penalty 4719.672802 = -2511041.717163
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33678.450000 sec): 2 clusters
  Score: Raw -37599021.594449 + Penalty 3039.333487 = -37595982.260962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33680.330000 sec): 3 clusters
  Score: Raw -37460984.833433 + Penalty 6078.666974 = -37454906.166460
  nChanged 101341
		SP:Iteration 1F (33682.080000 sec): 3 clusters
  Score: Raw -37520914.205342 + Penalty 6078.666974 = -37514835.538368
  nChanged 6906
		SP:Iteration 2Q (33684.090000 sec): 3 clusters
  Score: Raw -37522669.037366 + Penalty 6078.666974 = -37516590.370392
  nChanged 7987
		SP:Iteration 3Q (33686.090000 sec): 3 clusters
  Score: Raw -37525217.950038 + Penalty 6078.666974 = -37519139.283064
  nChanged 9712
		SP:Iteration 4Q (33688.110000 sec): 3 clusters
  Score: Raw -37529067.246117 + Penalty 6078.666974 = -37522988.579143
  nChanged 11567
		SP:Iteration 5F (33690.020000 sec): 3 clusters
  Score: Raw -37534830.273754 + Penalty 6078.666974 = -37528751.606781
  nChanged 13737
		SP:Iteration 6F (33691.760000 sec): 3 clusters
  Score: Raw -37543237.999664 + Penalty 6078.666974 = -37537159.332690
  nChanged 15482
		SP:Iteration 7F (33693.620000 sec): 3 clusters
  Score: Raw -37554757.513714 + Penalty 6078.666974 = -37548678.846741
  nChanged 16205
		SP:Iteration 8F (33695.480000 sec): 3 clusters
  Score: Raw -37568840.594120 + Penalty 6078.666974 = -37562761.927147
  nChanged 14479
		SP:Iteration 9F (33697.350000 sec): 3 clusters
  Score: Raw -37582491.335577 + Penalty 6078.666974 = -37576412.668604
  nChanged 9961
		SP:Iteration 10Q (33699.310000 sec): 3 clusters
  Score: Raw -37591924.255789 + Penalty 6078.666974 = -37585845.588815
  nChanged 5233
		SP:Iteration 11Q (33701.230000 sec): 3 clusters
  Score: Raw -37596634.969484 + Penalty 6078.666974 = -37590556.302510
  nChanged 2025
		SP:Iteration 12Q (33703.000000 sec): 3 clusters
  Score: Raw -37598374.467682 + Penalty 6078.666974 = -37592295.800708
  nChanged 655
		SP:Iteration 13Q (33704.740000 sec): 3 clusters
  Score: Raw -37598957.167819 + Penalty 6078.666974 = -37592878.500845
  nChanged 212
		SP:Iteration 14Q (33706.430000 sec): 3 clusters
  Score: Raw -37599174.133312 + Penalty 6078.666974 = -37593095.466338
  nChanged 87
		SP:Iteration 15Q (33708.010000 sec): 3 clusters
  Score: Raw -37599267.470765 + Penalty 6078.666974 = -37593188.803791
  nChanged 33
		SP:Iteration 16Q (33709.700000 sec): 3 clusters
  Score: Raw -37599308.091631 + Penalty 6078.666974 = -37593229.424657
  nChanged 22
		SP:Iteration 17Q (33711.240000 sec): 3 clusters
  Score: Raw -37599330.413783 + Penalty 6078.666974 = -37593251.746809
  nChanged 15
		SP:Iteration 18Q (33712.940000 sec): 3 clusters
  Score: Raw -37599346.134494 + Penalty 6078.666974 = -37593267.467520
  nChanged 6
		SP:Iteration 19Q (33714.610000 sec): 3 clusters
  Score: Raw -37599354.608462 + Penalty 6078.666974 = -37593275.941488
  nChanged 6
		SP:Iteration 20F (33716.470000 sec): 3 clusters
  Score: Raw -37599361.800878 + Penalty 6078.666974 = -37593283.133904
  nChanged 8
		SP:Iteration 21Q (33718.170000 sec): 3 clusters
  Score: Raw -37599370.298462 + Penalty 6078.666974 = -37593291.631488
  nChanged 5
		SP:Iteration 22Q (33719.890000 sec): 3 clusters
  Score: Raw -37599376.903605 + Penalty 6078.666974 = -37593298.236631
  nChanged 4
		SP:Iteration 23Q (33721.580000 sec): 3 clusters
  Score: Raw -37599381.572174 + Penalty 6078.666974 = -37593302.905200
  nChanged 4
		SP:Iteration 24Q (33723.280000 sec): 3 clusters
  Score: Raw -37599386.225317 + Penalty 6078.666974 = -37593307.558343
  nChanged 3
		SP:Iteration 25Q (33724.930000 sec): 3 clusters
  Score: Raw -37599389.337956 + Penalty 6078.666974 = -37593310.670982
  nChanged 1
		SP:Iteration 26Q (33726.610000 sec): 3 clusters
  Score: Raw -37599390.751625 + Penalty 6078.666974 = -37593312.084651
  nChanged 1
		SP:Iteration 27Q (33728.240000 sec): 3 clusters
  Score: Raw -37599391.414163 + Penalty 6078.666974 = -37593312.747189
  nChanged 0
		SP:Iteration 28F (33730.100000 sec): 3 clusters
  Score: Raw -37599391.414163 + Penalty 6078.666974 = -37593312.747189
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33730.350000 sec): 2 clusters
  Score: Raw -3607938.250887 + Penalty 2468.212107 = -3605470.038780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33730.680000 sec): 3 clusters
  Score: Raw -3595740.431049 + Penalty 4936.424215 = -3590804.006834
  nChanged 9264
		SP:Iteration 1F (33731.050000 sec): 3 clusters
  Score: Raw -3601210.045452 + Penalty 4936.424215 = -3596273.621237
  nChanged 1534
		SP:Iteration 2F (33731.340000 sec): 3 clusters
  Score: Raw -3602407.707733 + Penalty 4936.424215 = -3597471.283518
  nChanged 1695
		SP:Iteration 3F (33731.670000 sec): 3 clusters
  Score: Raw -3603933.951832 + Penalty 4936.424215 = -3598997.527617
  nChanged 1789
		SP:Iteration 4F (33732.000000 sec): 3 clusters
  Score: Raw -3605679.711213 + Penalty 4936.424215 = -3600743.286998
  nChanged 1755
		SP:Iteration 5F (33732.340000 sec): 3 clusters
  Score: Raw -3607164.786931 + Penalty 4936.424215 = -3602228.362716
  nChanged 1422
		SP:Iteration 6F (33732.670000 sec): 3 clusters
  Score: Raw -3608160.728272 + Penalty 4936.424215 = -3603224.304058
  nChanged 1033
		SP:Iteration 7Q (33733.000000 sec): 3 clusters
  Score: Raw -3608712.139845 + Penalty 4936.424215 = -3603775.715631
  nChanged 692
		SP:Iteration 8Q (33733.340000 sec): 3 clusters
  Score: Raw -3608998.597920 + Penalty 4936.424215 = -3604062.173705
  nChanged 479
		SP:Iteration 9Q (33733.670000 sec): 3 clusters
  Score: Raw -3609156.071811 + Penalty 4936.424215 = -3604219.647597
  nChanged 384
		SP:Iteration 10Q (33734.010000 sec): 3 clusters
  Score: Raw -3609266.234704 + Penalty 4936.424215 = -3604329.810489
  nChanged 317
		SP:Iteration 11Q (33734.340000 sec): 3 clusters
  Score: Raw -3609348.116583 + Penalty 4936.424215 = -3604411.692368
  nChanged 258
		SP:Iteration 12Q (33734.680000 sec): 3 clusters
  Score: Raw -3609404.798344 + Penalty 4936.424215 = -3604468.374130
  nChanged 243
		SP:Iteration 13Q (33735.010000 sec): 3 clusters
  Score: Raw -3609457.052521 + Penalty 4936.424215 = -3604520.628307
  nChanged 231
		SP:Iteration 14Q (33735.340000 sec): 3 clusters
  Score: Raw -3609510.121731 + Penalty 4936.424215 = -3604573.697516
  nChanged 221
		SP:Iteration 15Q (33735.660000 sec): 3 clusters
  Score: Raw -3609561.187066 + Penalty 4936.424215 = -3604624.762851
  nChanged 239
		SP:Iteration 16Q (33736.000000 sec): 3 clusters
  Score: Raw -3609611.639271 + Penalty 4936.424215 = -3604675.215056
  nChanged 211
		SP:Iteration 17Q (33736.340000 sec): 3 clusters
  Score: Raw -3609656.052336 + Penalty 4936.424215 = -3604719.628121
  nChanged 213
		SP:Iteration 18Q (33736.680000 sec): 3 clusters
  Score: Raw -3609699.965152 + Penalty 4936.424215 = -3604763.540938
  nChanged 201
		SP:Iteration 19Q (33737.030000 sec): 3 clusters
  Score: Raw -3609739.075825 + Penalty 4936.424215 = -3604802.651610
  nChanged 196
		SP:Iteration 20F (33737.350000 sec): 3 clusters
  Score: Raw -3609781.090056 + Penalty 4936.424215 = -3604844.665841
  nChanged 184
		SP:Iteration 21Q (33737.640000 sec): 3 clusters
  Score: Raw -3609818.441203 + Penalty 4936.424215 = -3604882.016988
  nChanged 171
		SP:Iteration 22Q (33737.980000 sec): 3 clusters
  Score: Raw -3609848.935416 + Penalty 4936.424215 = -3604912.511201
  nChanged 158
		SP:Iteration 23Q (33738.330000 sec): 3 clusters
  Score: Raw -3609877.491183 + Penalty 4936.424215 = -3604941.066968
  nChanged 139
		SP:Iteration 24Q (33738.670000 sec): 3 clusters
  Score: Raw -3609903.294514 + Penalty 4936.424215 = -3604966.870299
  nChanged 144
		SP:Iteration 25Q (33739.010000 sec): 3 clusters
  Score: Raw -3609928.686145 + Penalty 4936.424215 = -3604992.261931
  nChanged 155
		SP:Iteration 26Q (33739.350000 sec): 3 clusters
  Score: Raw -3609957.044566 + Penalty 4936.424215 = -3605020.620352
  nChanged 125
		SP:Iteration 27Q (33739.700000 sec): 3 clusters
  Score: Raw -3609980.051991 + Penalty 4936.424215 = -3605043.627776
  nChanged 115
		SP:Iteration 28Q (33740.040000 sec): 3 clusters
  Score: Raw -3609999.236575 + Penalty 4936.424215 = -3605062.812360
  nChanged 105
		SP:Iteration 29Q (33740.380000 sec): 3 clusters
  Score: Raw -3610015.021805 + Penalty 4936.424215 = -3605078.597591
  nChanged 87
		SP:Iteration 30Q (33740.730000 sec): 3 clusters
  Score: Raw -3610028.533256 + Penalty 4936.424215 = -3605092.109042
  nChanged 83
		SP:Iteration 31Q (33741.060000 sec): 3 clusters
  Score: Raw -3610042.006439 + Penalty 4936.424215 = -3605105.582225
  nChanged 90
		SP:Iteration 32Q (33741.400000 sec): 3 clusters
  Score: Raw -3610056.959510 + Penalty 4936.424215 = -3605120.535295
  nChanged 80
		SP:Iteration 33Q (33741.740000 sec): 3 clusters
  Score: Raw -3610068.633031 + Penalty 4936.424215 = -3605132.208816
  nChanged 65
		SP:Iteration 34Q (33742.090000 sec): 3 clusters
  Score: Raw -3610077.507496 + Penalty 4936.424215 = -3605141.083282
  nChanged 47
		SP:Iteration 35Q (33742.430000 sec): 3 clusters
  Score: Raw -3610083.355955 + Penalty 4936.424215 = -3605146.931741
  nChanged 37
		SP:Iteration 36Q (33742.780000 sec): 3 clusters
  Score: Raw -3610086.857429 + Penalty 4936.424215 = -3605150.433214
  nChanged 27
		SP:Iteration 37Q (33743.120000 sec): 3 clusters
  Score: Raw -3610089.650167 + Penalty 4936.424215 = -3605153.225952
  nChanged 29
		SP:Iteration 38Q (33743.460000 sec): 3 clusters
  Score: Raw -3610092.757524 + Penalty 4936.424215 = -3605156.333309
  nChanged 31
		SP:Iteration 39Q (33743.800000 sec): 3 clusters
  Score: Raw -3610095.837289 + Penalty 4936.424215 = -3605159.413074
  nChanged 25
		SP:Iteration 40F (33744.150000 sec): 3 clusters
  Score: Raw -3610098.580391 + Penalty 4936.424215 = -3605162.156177
  nChanged 33
		SP:Iteration 41Q (33744.490000 sec): 3 clusters
  Score: Raw -3610101.520126 + Penalty 4936.424215 = -3605165.095911
  nChanged 29
		SP:Iteration 42Q (33744.840000 sec): 3 clusters
  Score: Raw -3610104.127565 + Penalty 4936.424215 = -3605167.703351
  nChanged 23
		SP:Iteration 43Q (33745.180000 sec): 3 clusters
  Score: Raw -3610106.541069 + Penalty 4936.424215 = -3605170.116855
  nChanged 26
		SP:Iteration 44Q (33745.530000 sec): 3 clusters
  Score: Raw -3610109.315290 + Penalty 4936.424215 = -3605172.891075
  nChanged 27
		SP:Iteration 45Q (33745.870000 sec): 3 clusters
  Score: Raw -3610112.288992 + Penalty 4936.424215 = -3605175.864778
  nChanged 24
		SP:Iteration 46Q (33746.210000 sec): 3 clusters
  Score: Raw -3610114.821148 + Penalty 4936.424215 = -3605178.396933
  nChanged 21
		SP:Iteration 47Q (33746.560000 sec): 3 clusters
  Score: Raw -3610116.702429 + Penalty 4936.424215 = -3605180.278214
  nChanged 10
		SP:Iteration 48Q (33746.900000 sec): 3 clusters
  Score: Raw -3610117.359969 + Penalty 4936.424215 = -3605180.935755
  nChanged 7
		SP:Iteration 49Q (33747.190000 sec): 3 clusters
  Score: Raw -3610117.996103 + Penalty 4936.424215 = -3605181.571888
  nChanged 9
		SP:Iteration 50Q (33747.530000 sec): 3 clusters
  Score: Raw -3610119.075701 + Penalty 4936.424215 = -3605182.651487
  nChanged 12
		SP:Iteration 51Q (33747.880000 sec): 3 clusters
  Score: Raw -3610119.871274 + Penalty 4936.424215 = -3605183.447060
  nChanged 13
		SP:Iteration 52Q (33748.220000 sec): 3 clusters
  Score: Raw -3610121.091475 + Penalty 4936.424215 = -3605184.667260
  nChanged 10
		SP:Iteration 53Q (33748.560000 sec): 3 clusters
  Score: Raw -3610121.759575 + Penalty 4936.424215 = -3605185.335360
  nChanged 6
		SP:Iteration 54Q (33748.900000 sec): 3 clusters
  Score: Raw -3610122.100692 + Penalty 4936.424215 = -3605185.676477
  nChanged 3
		SP:Iteration 55Q (33749.280000 sec): 3 clusters
  Score: Raw -3610122.390990 + Penalty 4936.424215 = -3605185.966776
  nChanged 8
		SP:Iteration 56Q (33749.620000 sec): 3 clusters
  Score: Raw -3610123.102231 + Penalty 4936.424215 = -3605186.678017
  nChanged 9
		SP:Iteration 57Q (33749.880000 sec): 3 clusters
  Score: Raw -3610123.855753 + Penalty 4936.424215 = -3605187.431538
  nChanged 5
		SP:Iteration 58Q (33750.270000 sec): 3 clusters
  Score: Raw -3610124.208067 + Penalty 4936.424215 = -3605187.783852
  nChanged 6
		SP:Iteration 59Q (33750.610000 sec): 3 clusters
  Score: Raw -3610124.623092 + Penalty 4936.424215 = -3605188.198878
  nChanged 6
		SP:Iteration 60F (33750.960000 sec): 3 clusters
  Score: Raw -3610125.025121 + Penalty 4936.424215 = -3605188.600906
  nChanged 2
		SP:Iteration 61Q (33751.220000 sec): 3 clusters
  Score: Raw -3610125.145294 + Penalty 4936.424215 = -3605188.721080
  nChanged 0
		SP:Iteration 62F (33751.600000 sec): 3 clusters
  Score: Raw -3610125.145294 + Penalty 4936.424215 = -3605188.721080
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33752.210000 sec): 2 clusters
  Score: Raw -17096429.312035 + Penalty 2845.032572 = -17093584.279462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33753.160000 sec): 3 clusters
  Score: Raw -17035259.994807 + Penalty 5690.065145 = -17029569.929662
  nChanged 45232
		SP:Iteration 1F (33754.130000 sec): 3 clusters
  Score: Raw -17060911.253962 + Penalty 5690.065145 = -17055221.188817
  nChanged 3293
		SP:Iteration 2Q (33755.180000 sec): 3 clusters
  Score: Raw -17061728.584170 + Penalty 5690.065145 = -17056038.519025
  nChanged 3400
		SP:Iteration 3Q (33756.190000 sec): 3 clusters
  Score: Raw -17062644.484483 + Penalty 5690.065145 = -17056954.419338
  nChanged 3662
		SP:Iteration 4Q (33757.240000 sec): 3 clusters
  Score: Raw -17063785.201831 + Penalty 5690.065145 = -17058095.136687
  nChanged 4132
		SP:Iteration 5Q (33758.170000 sec): 3 clusters
  Score: Raw -17065287.434241 + Penalty 5690.065145 = -17059597.369096
  nChanged 4607
		SP:Iteration 6Q (33759.180000 sec): 3 clusters
  Score: Raw -17067257.697530 + Penalty 5690.065145 = -17061567.632385
  nChanged 5119
		SP:Iteration 7F (33760.120000 sec): 3 clusters
  Score: Raw -17069625.910757 + Penalty 5690.065145 = -17063935.845612
  nChanged 5255
		SP:Iteration 8F (33761.100000 sec): 3 clusters
  Score: Raw -17072140.795984 + Penalty 5690.065145 = -17066450.730839
  nChanged 5085
		SP:Iteration 9F (33762.070000 sec): 3 clusters
  Score: Raw -17074808.023780 + Penalty 5690.065145 = -17069117.958635
  nChanged 4917
		SP:Iteration 10F (33763.000000 sec): 3 clusters
  Score: Raw -17077893.589833 + Penalty 5690.065145 = -17072203.524688
  nChanged 4703
		SP:Iteration 11Q (33764.030000 sec): 3 clusters
  Score: Raw -17081653.507957 + Penalty 5690.065145 = -17075963.442812
  nChanged 4299
		SP:Iteration 12Q (33765.100000 sec): 3 clusters
  Score: Raw -17085990.857495 + Penalty 5690.065145 = -17080300.792350
  nChanged 3492
		SP:Iteration 13Q (33766.130000 sec): 3 clusters
  Score: Raw -17089515.190474 + Penalty 5690.065145 = -17083825.125329
  nChanged 2525
		SP:Iteration 14Q (33767.100000 sec): 3 clusters
  Score: Raw -17091360.457720 + Penalty 5690.065145 = -17085670.392575
  nChanged 1688
		SP:Iteration 15Q (33768.020000 sec): 3 clusters
  Score: Raw -17092275.780129 + Penalty 5690.065145 = -17086585.714984
  nChanged 1233
		SP:Iteration 16Q (33768.900000 sec): 3 clusters
  Score: Raw -17092845.229530 + Penalty 5690.065145 = -17087155.164385
  nChanged 1091
		SP:Iteration 17Q (33769.760000 sec): 3 clusters
  Score: Raw -17093308.150004 + Penalty 5690.065145 = -17087618.084859
  nChanged 997
		SP:Iteration 18Q (33770.630000 sec): 3 clusters
  Score: Raw -17093725.214341 + Penalty 5690.065145 = -17088035.149196
  nChanged 951
		SP:Iteration 19Q (33771.550000 sec): 3 clusters
  Score: Raw -17094134.780896 + Penalty 5690.065145 = -17088444.715751
  nChanged 847
		SP:Iteration 20F (33772.500000 sec): 3 clusters
  Score: Raw -17094492.043476 + Penalty 5690.065145 = -17088801.978331
  nChanged 744
		SP:Iteration 21Q (33773.410000 sec): 3 clusters
  Score: Raw -17094788.448148 + Penalty 5690.065145 = -17089098.383003
  nChanged 627
		SP:Iteration 22Q (33774.320000 sec): 3 clusters
  Score: Raw -17095030.368211 + Penalty 5690.065145 = -17089340.303066
  nChanged 520
		SP:Iteration 23Q (33775.180000 sec): 3 clusters
  Score: Raw -17095210.652666 + Penalty 5690.065145 = -17089520.587521
  nChanged 456
		SP:Iteration 24Q (33776.090000 sec): 3 clusters
  Score: Raw -17095372.772565 + Penalty 5690.065145 = -17089682.707420
  nChanged 419
		SP:Iteration 25Q (33776.930000 sec): 3 clusters
  Score: Raw -17095519.520733 + Penalty 5690.065145 = -17089829.455588
  nChanged 362
		SP:Iteration 26Q (33777.770000 sec): 3 clusters
  Score: Raw -17095640.050055 + Penalty 5690.065145 = -17089949.984910
  nChanged 340
		SP:Iteration 27Q (33778.600000 sec): 3 clusters
  Score: Raw -17095752.399813 + Penalty 5690.065145 = -17090062.334668
  nChanged 286
		SP:Iteration 28Q (33779.480000 sec): 3 clusters
  Score: Raw -17095847.349436 + Penalty 5690.065145 = -17090157.284291
  nChanged 263
		SP:Iteration 29Q (33780.350000 sec): 3 clusters
  Score: Raw -17095938.477701 + Penalty 5690.065145 = -17090248.412556
  nChanged 247
		SP:Iteration 30Q (33781.230000 sec): 3 clusters
  Score: Raw -17096029.010165 + Penalty 5690.065145 = -17090338.945020
  nChanged 209
		SP:Iteration 31Q (33782.170000 sec): 3 clusters
  Score: Raw -17096106.122433 + Penalty 5690.065145 = -17090416.057288
  nChanged 194
		SP:Iteration 32Q (33783.090000 sec): 3 clusters
  Score: Raw -17096176.016635 + Penalty 5690.065145 = -17090485.951490
  nChanged 191
		SP:Iteration 33Q (33783.950000 sec): 3 clusters
  Score: Raw -17096237.069615 + Penalty 5690.065145 = -17090547.004470
  nChanged 164
		SP:Iteration 34Q (33784.810000 sec): 3 clusters
  Score: Raw -17096292.721973 + Penalty 5690.065145 = -17090602.656828
  nChanged 150
		SP:Iteration 35Q (33785.690000 sec): 3 clusters
  Score: Raw -17096338.896585 + Penalty 5690.065145 = -17090648.831440
  nChanged 117
		SP:Iteration 36Q (33786.550000 sec): 3 clusters
  Score: Raw -17096377.544515 + Penalty 5690.065145 = -17090687.479370
  nChanged 104
		SP:Iteration 37Q (33787.440000 sec): 3 clusters
  Score: Raw -17096412.106090 + Penalty 5690.065145 = -17090722.040945
  nChanged 111
		SP:Iteration 38Q (33788.340000 sec): 3 clusters
  Score: Raw -17096452.619276 + Penalty 5690.065145 = -17090762.554131
  nChanged 105
		SP:Iteration 39Q (33789.240000 sec): 3 clusters
  Score: Raw -17096498.248179 + Penalty 5690.065145 = -17090808.183034
  nChanged 103
		SP:Iteration 40F (33790.160000 sec): 3 clusters
  Score: Raw -17096536.304443 + Penalty 5690.065145 = -17090846.239298
  nChanged 83
		SP:Iteration 41Q (33791.010000 sec): 3 clusters
  Score: Raw -17096566.655556 + Penalty 5690.065145 = -17090876.590411
  nChanged 49
		SP:Iteration 42Q (33791.920000 sec): 3 clusters
  Score: Raw -17096583.611370 + Penalty 5690.065145 = -17090893.546225
  nChanged 55
		SP:Iteration 43Q (33792.800000 sec): 3 clusters
  Score: Raw -17096600.618021 + Penalty 5690.065145 = -17090910.552876
  nChanged 46
		SP:Iteration 44Q (33793.670000 sec): 3 clusters
  Score: Raw -17096615.323750 + Penalty 5690.065145 = -17090925.258606
  nChanged 47
		SP:Iteration 45Q (33794.540000 sec): 3 clusters
  Score: Raw -17096632.225394 + Penalty 5690.065145 = -17090942.160249
  nChanged 43
		SP:Iteration 46Q (33795.400000 sec): 3 clusters
  Score: Raw -17096646.846524 + Penalty 5690.065145 = -17090956.781379
  nChanged 41
		SP:Iteration 47Q (33796.280000 sec): 3 clusters
  Score: Raw -17096662.144547 + Penalty 5690.065145 = -17090972.079402
  nChanged 35
		SP:Iteration 48Q (33797.150000 sec): 3 clusters
  Score: Raw -17096674.040326 + Penalty 5690.065145 = -17090983.975181
  nChanged 34
		SP:Iteration 49Q (33797.960000 sec): 3 clusters
  Score: Raw -17096687.200642 + Penalty 5690.065145 = -17090997.135497
  nChanged 35
		SP:Iteration 50Q (33798.760000 sec): 3 clusters
  Score: Raw -17096700.146917 + Penalty 5690.065145 = -17091010.081772
  nChanged 25
		SP:Iteration 51Q (33799.610000 sec): 3 clusters
  Score: Raw -17096709.571761 + Penalty 5690.065145 = -17091019.506616
  nChanged 26
		SP:Iteration 52Q (33800.470000 sec): 3 clusters
  Score: Raw -17096719.083024 + Penalty 5690.065145 = -17091029.017879
  nChanged 30
		SP:Iteration 53Q (33801.340000 sec): 3 clusters
  Score: Raw -17096731.085341 + Penalty 5690.065145 = -17091041.020196
  nChanged 25
		SP:Iteration 54Q (33802.200000 sec): 3 clusters
  Score: Raw -17096740.656969 + Penalty 5690.065145 = -17091050.591824
  nChanged 17
		SP:Iteration 55Q (33803.000000 sec): 3 clusters
  Score: Raw -17096745.965097 + Penalty 5690.065145 = -17091055.899952
  nChanged 12
		SP:Iteration 56Q (33803.930000 sec): 3 clusters
  Score: Raw -17096749.565269 + Penalty 5690.065145 = -17091059.500124
  nChanged 14
		SP:Iteration 57Q (33804.800000 sec): 3 clusters
  Score: Raw -17096753.085070 + Penalty 5690.065145 = -17091063.019925
  nChanged 12
		SP:Iteration 58Q (33805.720000 sec): 3 clusters
  Score: Raw -17096756.426128 + Penalty 5690.065145 = -17091066.360983
  nChanged 9
		SP:Iteration 59Q (33806.600000 sec): 3 clusters
  Score: Raw -17096758.795243 + Penalty 5690.065145 = -17091068.730098
  nChanged 7
		SP:Iteration 60F (33807.560000 sec): 3 clusters
  Score: Raw -17096761.046483 + Penalty 5690.065145 = -17091070.981338
  nChanged 9
		SP:Iteration 61Q (33808.420000 sec): 3 clusters
  Score: Raw -17096764.306502 + Penalty 5690.065145 = -17091074.241357
  nChanged 6
		SP:Iteration 62Q (33809.290000 sec): 3 clusters
  Score: Raw -17096765.943983 + Penalty 5690.065145 = -17091075.878838
  nChanged 4
		SP:Iteration 63Q (33810.200000 sec): 3 clusters
  Score: Raw -17096767.005625 + Penalty 5690.065145 = -17091076.940480
  nChanged 2
		SP:Iteration 64Q (33811.080000 sec): 3 clusters
  Score: Raw -17096767.587610 + Penalty 5690.065145 = -17091077.522465
  nChanged 2
		SP:Iteration 65Q (33811.960000 sec): 3 clusters
  Score: Raw -17096768.348681 + Penalty 5690.065145 = -17091078.283536
  nChanged 4
		SP:Iteration 66Q (33812.830000 sec): 3 clusters
  Score: Raw -17096769.513207 + Penalty 5690.065145 = -17091079.448062
  nChanged 3
		SP:Iteration 67Q (33813.710000 sec): 3 clusters
  Score: Raw -17096769.992817 + Penalty 5690.065145 = -17091079.927672
  nChanged 1
		SP:Iteration 68Q (33814.580000 sec): 3 clusters
  Score: Raw -17096770.161068 + Penalty 5690.065145 = -17091080.095923
  nChanged 0
		SP:Iteration 69F (33815.490000 sec): 3 clusters
  Score: Raw -17096770.161068 + Penalty 5690.065145 = -17091080.095923
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33815.580000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33815.750000 sec): 3 clusters
  Score: Raw -82575.919493 + Penalty 3110.410262 = -79465.509231
  nChanged 81
		SP:Iteration 1F (33815.930000 sec): 3 clusters
  Score: Raw -82758.872808 + Penalty 3110.410262 = -79648.462546
  nChanged 28
		SP:Iteration 2F (33816.110000 sec): 3 clusters
  Score: Raw -82847.275873 + Penalty 3110.410262 = -79736.865611
  nChanged 20
		SP:Iteration 3Q (33816.280000 sec): 3 clusters
  Score: Raw -82896.197007 + Penalty 3110.410262 = -79785.786745
  nChanged 12
		SP:Iteration 4Q (33816.460000 sec): 3 clusters
  Score: Raw -82923.583730 + Penalty 3110.410262 = -79813.173468
  nChanged 8
		SP:Iteration 5Q (33816.630000 sec): 3 clusters
  Score: Raw -82949.216503 + Penalty 3110.410262 = -79838.806241
  nChanged 5
		SP:Iteration 6Q (33816.810000 sec): 3 clusters
  Score: Raw -82962.852676 + Penalty 3110.410262 = -79852.442414
  nChanged 8
		SP:Iteration 7Q (33816.940000 sec): 3 clusters
  Score: Raw -82981.706335 + Penalty 3110.410262 = -79871.296073
  nChanged 7
		SP:Iteration 8Q (33817.120000 sec): 3 clusters
  Score: Raw -83000.931805 + Penalty 3110.410262 = -79890.521543
  nChanged 4
		SP:Iteration 9Q (33817.290000 sec): 3 clusters
  Score: Raw -83012.066081 + Penalty 3110.410262 = -79901.655818
  nChanged 2
		SP:Iteration 10Q (33817.470000 sec): 3 clusters
  Score: Raw -83015.718518 + Penalty 3110.410262 = -79905.308256
  nChanged 1
		SP:Iteration 11Q (33817.650000 sec): 3 clusters
  Score: Raw -83016.701043 + Penalty 3110.410262 = -79906.290780
  nChanged 0
		SP:Iteration 12F (33817.820000 sec): 3 clusters
  Score: Raw -83016.701043 + Penalty 3110.410262 = -79906.290780
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33817.910000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33818.090000 sec): 3 clusters
  Score: Raw -34331.935980 + Penalty 2645.028521 = -31686.907458
  nChanged 18
		SP:Iteration 1F (33818.260000 sec): 3 clusters
  Score: Raw -34392.474887 + Penalty 2645.028521 = -31747.446366
  nChanged 2
		SP:Iteration 2Q (33818.430000 sec): 3 clusters
  Score: Raw -34398.777956 + Penalty 2645.028521 = -31753.749434
  nChanged 3
		SP:Iteration 3Q (33818.610000 sec): 3 clusters
  Score: Raw -34414.582894 + Penalty 2645.028521 = -31769.554373
  nChanged 4
		SP:Iteration 4Q (33818.790000 sec): 3 clusters
  Score: Raw -34433.194060 + Penalty 2645.028521 = -31788.165538
  nChanged 0
		SP:Iteration 5F (33818.790000 sec): 3 clusters
  Score: Raw -34433.194060 + Penalty 2645.028521 = -31788.165538
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33818.810000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33818.820000 sec): 3 clusters
  Score: Raw -18288.427063 + Penalty 2331.438261 = -15956.988802
  nChanged 3
		SP:Iteration 1Q (33818.830000 sec): 3 clusters
  Score: Raw -18375.237919 + Penalty 2331.438261 = -16043.799657
  nChanged 1
		SP:Iteration 2Q (33818.830000 sec): 3 clusters
  Score: Raw -18385.818676 + Penalty 2331.438261 = -16054.380414
  nChanged 0
		SP:Iteration 3F (33818.830000 sec): 3 clusters
  Score: Raw -18385.818676 + Penalty 2331.438261 = -16054.380414
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33818.870000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33818.890000 sec): 3 clusters
  Score: Raw -79079.573185 + Penalty 3061.163496 = -76018.409689
  nChanged 81
		SP:Iteration 1F (33818.920000 sec): 3 clusters
  Score: Raw -79270.422618 + Penalty 3061.163496 = -76209.259122
  nChanged 22
		SP:Iteration 2Q (33818.940000 sec): 3 clusters
  Score: Raw -79316.110667 + Penalty 3061.163496 = -76254.947170
  nChanged 12
		SP:Iteration 3Q (33818.960000 sec): 3 clusters
  Score: Raw -79346.031869 + Penalty 3061.163496 = -76284.868373
  nChanged 4
		SP:Iteration 4Q (33818.980000 sec): 3 clusters
  Score: Raw -79354.227206 + Penalty 3061.163496 = -76293.063710
  nChanged 2
		SP:Iteration 5Q (33819.000000 sec): 3 clusters
  Score: Raw -79358.930994 + Penalty 3061.163496 = -76297.767497
  nChanged 2
		SP:Iteration 6Q (33819.030000 sec): 3 clusters
  Score: Raw -79364.807182 + Penalty 3061.163496 = -76303.643686
  nChanged 6
		SP:Iteration 7Q (33819.050000 sec): 3 clusters
  Score: Raw -79378.856450 + Penalty 3061.163496 = -76317.692954
  nChanged 7
		SP:Iteration 8Q (33819.070000 sec): 3 clusters
  Score: Raw -79394.769374 + Penalty 3061.163496 = -76333.605878
  nChanged 4
		SP:Iteration 9Q (33819.090000 sec): 3 clusters
  Score: Raw -79407.498732 + Penalty 3061.163496 = -76346.335236
  nChanged 3
		SP:Iteration 10Q (33819.120000 sec): 3 clusters
  Score: Raw -79416.256752 + Penalty 3061.163496 = -76355.093256
  nChanged 1
		SP:Iteration 11Q (33819.140000 sec): 3 clusters
  Score: Raw -79418.041084 + Penalty 3061.163496 = -76356.877588
  nChanged 1
		SP:Iteration 12Q (33819.160000 sec): 3 clusters
  Score: Raw -79419.876403 + Penalty 3061.163496 = -76358.712906
  nChanged 1
		SP:Iteration 13Q (33819.180000 sec): 3 clusters
  Score: Raw -79422.704587 + Penalty 3061.163496 = -76361.541091
  nChanged 1
		SP:Iteration 14Q (33819.200000 sec): 3 clusters
  Score: Raw -79424.742604 + Penalty 3061.163496 = -76363.579108
  nChanged 0
		SP:Iteration 15F (33819.230000 sec): 3 clusters
  Score: Raw -79424.742604 + Penalty 3061.163496 = -76363.579108
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33819.270000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33819.290000 sec): 3 clusters
  Score: Raw -132212.386348 + Penalty 3295.965121 = -128916.421227
  nChanged 141
		SP:Iteration 1F (33819.330000 sec): 3 clusters
  Score: Raw -132387.963808 + Penalty 3295.965121 = -129091.998687
  nChanged 40
		SP:Iteration 2F (33819.460000 sec): 3 clusters
  Score: Raw -132441.069868 + Penalty 3295.965121 = -129145.104747
  nChanged 17
		SP:Iteration 3Q (33819.620000 sec): 3 clusters
  Score: Raw -132473.673971 + Penalty 3295.965121 = -129177.708851
  nChanged 7
		SP:Iteration 4Q (33819.750000 sec): 3 clusters
  Score: Raw -132481.441188 + Penalty 3295.965121 = -129185.476067
  nChanged 4
		SP:Iteration 5Q (33819.770000 sec): 3 clusters
  Score: Raw -132486.845112 + Penalty 3295.965121 = -129190.879992
  nChanged 6
		SP:Iteration 6Q (33819.800000 sec): 3 clusters
  Score: Raw -132497.277591 + Penalty 3295.965121 = -129201.312470
  nChanged 5
		SP:Iteration 7Q (33819.820000 sec): 3 clusters
  Score: Raw -132503.496757 + Penalty 3295.965121 = -129207.531636
  nChanged 3
		SP:Iteration 8Q (33819.840000 sec): 3 clusters
  Score: Raw -132506.868007 + Penalty 3295.965121 = -129210.902886
  nChanged 2
		SP:Iteration 9Q (33819.860000 sec): 3 clusters
  Score: Raw -132511.797086 + Penalty 3295.965121 = -129215.831965
  nChanged 1
		SP:Iteration 10Q (33819.890000 sec): 3 clusters
  Score: Raw -132513.359226 + Penalty 3295.965121 = -129217.394105
  nChanged 3
		SP:Iteration 11Q (33819.910000 sec): 3 clusters
  Score: Raw -132518.089247 + Penalty 3295.965121 = -129222.124126
  nChanged 3
		SP:Iteration 12Q (33819.940000 sec): 3 clusters
  Score: Raw -132524.897501 + Penalty 3295.965121 = -129228.932380
  nChanged 3
		SP:Iteration 13Q (33819.960000 sec): 3 clusters
  Score: Raw -132529.647453 + Penalty 3295.965121 = -129233.682332
  nChanged 0
		SP:Iteration 14F (33819.980000 sec): 3 clusters
  Score: Raw -132529.647453 + Penalty 3295.965121 = -129233.682332
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33820.010000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33820.020000 sec): 3 clusters
  Score: Raw -21880.930688 + Penalty 2661.524103 = -19219.406584
  nChanged 34
		SP:Iteration 1F (33820.030000 sec): 3 clusters
  Score: Raw -22031.153225 + Penalty 2661.524103 = -19369.629122
  nChanged 9
		SP:Iteration 2Q (33820.040000 sec): 3 clusters
  Score: Raw -22070.603123 + Penalty 2661.524103 = -19409.079019
  nChanged 2
		SP:Iteration 3Q (33820.040000 sec): 3 clusters
  Score: Raw -22087.332491 + Penalty 2661.524103 = -19425.808387
  nChanged 1
		SP:Iteration 4Q (33820.050000 sec): 3 clusters
  Score: Raw -22092.785113 + Penalty 2661.524103 = -19431.261010
  nChanged 0
		SP:Iteration 5F (33820.060000 sec): 3 clusters
  Score: Raw -22092.785113 + Penalty 2661.524103 = -19431.261010
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33820.100000 sec): 2 clusters
  Score: Raw -134555.925709 + Penalty 1644.736441 = -132911.189268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33820.120000 sec): 3 clusters
  Score: Raw -134443.102765 + Penalty 3289.472882 = -131153.629883
  nChanged 152
		SP:Iteration 1F (33820.140000 sec): 3 clusters
  Score: Raw -134652.119145 + Penalty 3289.472882 = -131362.646263
  nChanged 43
		SP:Iteration 2F (33820.160000 sec): 3 clusters
  Score: Raw -134717.731294 + Penalty 3289.472882 = -131428.258412
  nChanged 28
		SP:Iteration 3Q (33820.190000 sec): 3 clusters
  Score: Raw -134759.034280 + Penalty 3289.472882 = -131469.561399
  nChanged 17
		SP:Iteration 4Q (33820.210000 sec): 3 clusters
  Score: Raw -134781.489052 + Penalty 3289.472882 = -131492.016170
  nChanged 11
		SP:Iteration 5Q (33820.240000 sec): 3 clusters
  Score: Raw -134796.940552 + Penalty 3289.472882 = -131507.467670
  nChanged 5
		SP:Iteration 6Q (33820.260000 sec): 3 clusters
  Score: Raw -134802.164653 + Penalty 3289.472882 = -131512.691771
  nChanged 3
		SP:Iteration 7Q (33820.280000 sec): 3 clusters
  Score: Raw -134809.134680 + Penalty 3289.472882 = -131519.661798
  nChanged 2
		SP:Iteration 8Q (33820.300000 sec): 3 clusters
  Score: Raw -134814.029388 + Penalty 3289.472882 = -131524.556506
  nChanged 0
		SP:Iteration 9F (33820.330000 sec): 3 clusters
  Score: Raw -134814.029388 + Penalty 3289.472882 = -131524.556506
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33820.390000 sec): 2 clusters
  Score: Raw -271511.113403 + Penalty 1824.040476 = -269687.072927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33820.430000 sec): 3 clusters
  Score: Raw -271004.206832 + Penalty 3648.080953 = -267356.125879
  nChanged 460
		SP:Iteration 1F (33820.470000 sec): 3 clusters
  Score: Raw -271455.608426 + Penalty 3648.080953 = -267807.527474
  nChanged 126
		SP:Iteration 2F (33820.510000 sec): 3 clusters
  Score: Raw -271635.601266 + Penalty 3648.080953 = -267987.520313
  nChanged 96
		SP:Iteration 3F (33820.550000 sec): 3 clusters
  Score: Raw -271782.499755 + Penalty 3648.080953 = -268134.418802
  nChanged 84
		SP:Iteration 4F (33820.590000 sec): 3 clusters
  Score: Raw -271897.693706 + Penalty 3648.080953 = -268249.612753
  nChanged 60
		SP:Iteration 5Q (33820.630000 sec): 3 clusters
  Score: Raw -271968.593889 + Penalty 3648.080953 = -268320.512937
  nChanged 39
		SP:Iteration 6Q (33820.670000 sec): 3 clusters
  Score: Raw -272021.642039 + Penalty 3648.080953 = -268373.561086
  nChanged 35
		SP:Iteration 7Q (33820.710000 sec): 3 clusters
  Score: Raw -272061.920001 + Penalty 3648.080953 = -268413.839048
  nChanged 31
		SP:Iteration 8Q (33820.750000 sec): 3 clusters
  Score: Raw -272103.890274 + Penalty 3648.080953 = -268455.809321
  nChanged 23
		SP:Iteration 9Q (33820.790000 sec): 3 clusters
  Score: Raw -272125.189855 + Penalty 3648.080953 = -268477.108902
  nChanged 15
		SP:Iteration 10Q (33820.830000 sec): 3 clusters
  Score: Raw -272142.076832 + Penalty 3648.080953 = -268493.995880
  nChanged 20
		SP:Iteration 11Q (33820.880000 sec): 3 clusters
  Score: Raw -272164.842236 + Penalty 3648.080953 = -268516.761283
  nChanged 19
		SP:Iteration 12Q (33820.920000 sec): 3 clusters
  Score: Raw -272187.004255 + Penalty 3648.080953 = -268538.923302
  nChanged 11
		SP:Iteration 13Q (33820.960000 sec): 3 clusters
  Score: Raw -272200.653146 + Penalty 3648.080953 = -268552.572194
  nChanged 10
		SP:Iteration 14Q (33821.000000 sec): 3 clusters
  Score: Raw -272211.446639 + Penalty 3648.080953 = -268563.365686
  nChanged 10
		SP:Iteration 15Q (33821.040000 sec): 3 clusters
  Score: Raw -272218.768053 + Penalty 3648.080953 = -268570.687100
  nChanged 4
		SP:Iteration 16Q (33821.080000 sec): 3 clusters
  Score: Raw -272222.774029 + Penalty 3648.080953 = -268574.693076
  nChanged 3
		SP:Iteration 17Q (33821.120000 sec): 3 clusters
  Score: Raw -272224.727455 + Penalty 3648.080953 = -268576.646503
  nChanged 1
		SP:Iteration 18Q (33821.160000 sec): 3 clusters
  Score: Raw -272225.137795 + Penalty 3648.080953 = -268577.056842
  nChanged 2
		SP:Iteration 19Q (33821.200000 sec): 3 clusters
  Score: Raw -272226.485866 + Penalty 3648.080953 = -268578.404913
  nChanged 2
		SP:Iteration 20F (33821.240000 sec): 3 clusters
  Score: Raw -272227.619089 + Penalty 3648.080953 = -268579.538136
  nChanged 2
		SP:Iteration 21Q (33821.280000 sec): 3 clusters
  Score: Raw -272228.948297 + Penalty 3648.080953 = -268580.867344
  nChanged 1
		SP:Iteration 22Q (33821.320000 sec): 3 clusters
  Score: Raw -272229.553307 + Penalty 3648.080953 = -268581.472354
  nChanged 2
		SP:Iteration 23Q (33821.360000 sec): 3 clusters
  Score: Raw -272231.705270 + Penalty 3648.080953 = -268583.624317
  nChanged 1
		SP:Iteration 24Q (33821.400000 sec): 3 clusters
  Score: Raw -272232.315490 + Penalty 3648.080953 = -268584.234537
  nChanged 0
		SP:Iteration 25F (33821.440000 sec): 3 clusters
  Score: Raw -272232.315490 + Penalty 3648.080953 = -268584.234537
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33821.480000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33821.500000 sec): 3 clusters
  Score: Raw -59992.415233 + Penalty 2975.472535 = -57016.942698
  nChanged 67
		SP:Iteration 1F (33821.510000 sec): 3 clusters
  Score: Raw -60177.719764 + Penalty 2975.472535 = -57202.247229
  nChanged 20
		SP:Iteration 2Q (33821.530000 sec): 3 clusters
  Score: Raw -60235.499932 + Penalty 2975.472535 = -57260.027397
  nChanged 19
		SP:Iteration 3Q (33821.540000 sec): 3 clusters
  Score: Raw -60317.418491 + Penalty 2975.472535 = -57341.945956
  nChanged 12
		SP:Iteration 4Q (33821.560000 sec): 3 clusters
  Score: Raw -60383.233465 + Penalty 2975.472535 = -57407.760930
  nChanged 12
		SP:Iteration 5Q (33821.570000 sec): 3 clusters
  Score: Raw -60425.505694 + Penalty 2975.472535 = -57450.033159
  nChanged 5
		SP:Iteration 6Q (33821.590000 sec): 3 clusters
  Score: Raw -60479.656887 + Penalty 2975.472535 = -57504.184353
  nChanged 7
		SP:Iteration 7Q (33821.600000 sec): 3 clusters
  Score: Raw -60508.516362 + Penalty 2975.472535 = -57533.043827
  nChanged 3
		SP:Iteration 8Q (33821.620000 sec): 3 clusters
  Score: Raw -60526.382668 + Penalty 2975.472535 = -57550.910133
  nChanged 4
		SP:Iteration 9Q (33821.630000 sec): 3 clusters
  Score: Raw -60567.281010 + Penalty 2975.472535 = -57591.808475
  nChanged 9
		SP:Iteration 10Q (33821.650000 sec): 3 clusters
  Score: Raw -60653.264903 + Penalty 2975.472535 = -57677.792368
  nChanged 14
		SP:Iteration 11Q (33821.660000 sec): 3 clusters
  Score: Raw -60713.666836 + Penalty 2975.472535 = -57738.194301
  nChanged 11
		SP:Iteration 12Q (33821.680000 sec): 3 clusters
  Score: Raw -60825.552286 + Penalty 2975.472535 = -57850.079751
  nChanged 9
		SP:Iteration 13Q (33821.690000 sec): 3 clusters
  Score: Raw -60904.197745 + Penalty 2975.472535 = -57928.725211
  nChanged 7
		SP:Iteration 14Q (33821.710000 sec): 3 clusters
  Score: Raw -60942.939220 + Penalty 2975.472535 = -57967.466686
  nChanged 3
		SP:Iteration 15Q (33821.720000 sec): 3 clusters
  Score: Raw -60955.593456 + Penalty 2975.472535 = -57980.120922
  nChanged 3
		SP:Iteration 16Q (33821.740000 sec): 3 clusters
  Score: Raw -60966.976081 + Penalty 2975.472535 = -57991.503546
  nChanged 1
		SP:Iteration 17Q (33821.750000 sec): 3 clusters
  Score: Raw -60970.117467 + Penalty 2975.472535 = -57994.644932
  nChanged 1
		SP:Iteration 18Q (33821.770000 sec): 3 clusters
  Score: Raw -60974.238783 + Penalty 2975.472535 = -57998.766248
  nChanged 0
		SP:Iteration 19F (33821.790000 sec): 3 clusters
  Score: Raw -60974.238783 + Penalty 2975.472535 = -57998.766248
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33821.840000 sec): 2 clusters
  Score: Raw -185803.202962 + Penalty 1742.333502 = -184060.869460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33821.980000 sec): 3 clusters
  Score: Raw -185520.868239 + Penalty 3484.667004 = -182036.201235
  nChanged 299
		SP:Iteration 1F (33822.070000 sec): 3 clusters
  Score: Raw -185872.792113 + Penalty 3484.667004 = -182388.125109
  nChanged 74
		SP:Iteration 2F (33822.100000 sec): 3 clusters
  Score: Raw -185993.407849 + Penalty 3484.667004 = -182508.740845
  nChanged 48
		SP:Iteration 3Q (33822.130000 sec): 3 clusters
  Score: Raw -186115.481065 + Penalty 3484.667004 = -182630.814060
  nChanged 54
		SP:Iteration 4Q (33822.160000 sec): 3 clusters
  Score: Raw -186286.500824 + Penalty 3484.667004 = -182801.833820
  nChanged 60
		SP:Iteration 5F (33822.200000 sec): 3 clusters
  Score: Raw -186432.922714 + Penalty 3484.667004 = -182948.255710
  nChanged 60
		SP:Iteration 6F (33822.230000 sec): 3 clusters
  Score: Raw -186562.633686 + Penalty 3484.667004 = -183077.966682
  nChanged 45
		SP:Iteration 7Q (33822.260000 sec): 3 clusters
  Score: Raw -186650.214409 + Penalty 3484.667004 = -183165.547405
  nChanged 31
		SP:Iteration 8Q (33822.290000 sec): 3 clusters
  Score: Raw -186717.081707 + Penalty 3484.667004 = -183232.414702
  nChanged 27
		SP:Iteration 9Q (33822.320000 sec): 3 clusters
  Score: Raw -186755.748177 + Penalty 3484.667004 = -183271.081173
  nChanged 20
		SP:Iteration 10Q (33822.360000 sec): 3 clusters
  Score: Raw -186789.753818 + Penalty 3484.667004 = -183305.086814
  nChanged 16
		SP:Iteration 11Q (33822.390000 sec): 3 clusters
  Score: Raw -186810.029386 + Penalty 3484.667004 = -183325.362382
  nChanged 8
		SP:Iteration 12Q (33822.420000 sec): 3 clusters
  Score: Raw -186821.186750 + Penalty 3484.667004 = -183336.519746
  nChanged 5
		SP:Iteration 13Q (33822.450000 sec): 3 clusters
  Score: Raw -186825.633844 + Penalty 3484.667004 = -183340.966840
  nChanged 5
		SP:Iteration 14Q (33822.480000 sec): 3 clusters
  Score: Raw -186828.219514 + Penalty 3484.667004 = -183343.552510
  nChanged 2
		SP:Iteration 15Q (33822.510000 sec): 3 clusters
  Score: Raw -186833.714285 + Penalty 3484.667004 = -183349.047281
  nChanged 2
		SP:Iteration 16Q (33822.540000 sec): 3 clusters
  Score: Raw -186835.032096 + Penalty 3484.667004 = -183350.365092
  nChanged 0
		SP:Iteration 17F (33822.580000 sec): 3 clusters
  Score: Raw -186835.032096 + Penalty 3484.667004 = -183350.365092
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33823.280000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33824.320000 sec): 3 clusters
  Score: Raw -19043914.526313 + Penalty 5708.955617 = -19038205.570696
  nChanged 47082
		SP:Iteration 1F (33825.290000 sec): 3 clusters
  Score: Raw -19071091.230027 + Penalty 5708.955617 = -19065382.274409
  nChanged 4025
		SP:Iteration 2Q (33826.310000 sec): 3 clusters
  Score: Raw -19072353.256856 + Penalty 5708.955617 = -19066644.301238
  nChanged 4731
		SP:Iteration 3Q (33827.340000 sec): 3 clusters
  Score: Raw -19074303.761189 + Penalty 5708.955617 = -19068594.805572
  nChanged 5777
		SP:Iteration 4F (33828.360000 sec): 3 clusters
  Score: Raw -19077297.941479 + Penalty 5708.955617 = -19071588.985862
  nChanged 6777
		SP:Iteration 5F (33829.360000 sec): 3 clusters
  Score: Raw -19081427.188408 + Penalty 5708.955617 = -19075718.232790
  nChanged 7167
		SP:Iteration 6F (33830.300000 sec): 3 clusters
  Score: Raw -19086270.118627 + Penalty 5708.955617 = -19080561.163010
  nChanged 6763
		SP:Iteration 7F (33831.320000 sec): 3 clusters
  Score: Raw -19091337.523518 + Penalty 5708.955617 = -19085628.567900
  nChanged 5816
		SP:Iteration 8F (33832.310000 sec): 3 clusters
  Score: Raw -19096151.099824 + Penalty 5708.955617 = -19090442.144206
  nChanged 4545
		SP:Iteration 9Q (33833.400000 sec): 3 clusters
  Score: Raw -19100381.311012 + Penalty 5708.955617 = -19094672.355394
  nChanged 3150
		SP:Iteration 10Q (33834.440000 sec): 3 clusters
  Score: Raw -19103641.798121 + Penalty 5708.955617 = -19097932.842503
  nChanged 1895
		SP:Iteration 11Q (33835.450000 sec): 3 clusters
  Score: Raw -19105585.668732 + Penalty 5708.955617 = -19099876.713115
  nChanged 1168
		SP:Iteration 12Q (33836.420000 sec): 3 clusters
  Score: Raw -19106689.335650 + Penalty 5708.955617 = -19100980.380033
  nChanged 695
		SP:Iteration 13Q (33837.340000 sec): 3 clusters
  Score: Raw -19107205.999417 + Penalty 5708.955617 = -19101497.043800
  nChanged 459
		SP:Iteration 14Q (33838.260000 sec): 3 clusters
  Score: Raw -19107481.930366 + Penalty 5708.955617 = -19101772.974749
  nChanged 334
		SP:Iteration 15Q (33839.120000 sec): 3 clusters
  Score: Raw -19107641.874628 + Penalty 5708.955617 = -19101932.919010
  nChanged 221
		SP:Iteration 16Q (33839.950000 sec): 3 clusters
  Score: Raw -19107745.902068 + Penalty 5708.955617 = -19102036.946451
  nChanged 199
		SP:Iteration 17Q (33840.750000 sec): 3 clusters
  Score: Raw -19107835.395848 + Penalty 5708.955617 = -19102126.440231
  nChanged 160
		SP:Iteration 18Q (33841.650000 sec): 3 clusters
  Score: Raw -19107907.792220 + Penalty 5708.955617 = -19102198.836602
  nChanged 136
		SP:Iteration 19Q (33842.490000 sec): 3 clusters
  Score: Raw -19107965.494398 + Penalty 5708.955617 = -19102256.538781
  nChanged 122
		SP:Iteration 20F (33843.340000 sec): 3 clusters
  Score: Raw -19108013.999643 + Penalty 5708.955617 = -19102305.044026
  nChanged 75
		SP:Iteration 21Q (33844.170000 sec): 3 clusters
  Score: Raw -19108039.944714 + Penalty 5708.955617 = -19102330.989097
  nChanged 56
		SP:Iteration 22Q (33845.050000 sec): 3 clusters
  Score: Raw -19108057.094471 + Penalty 5708.955617 = -19102348.138853
  nChanged 55
		SP:Iteration 23Q (33845.970000 sec): 3 clusters
  Score: Raw -19108073.559250 + Penalty 5708.955617 = -19102364.603633
  nChanged 47
		SP:Iteration 24Q (33846.850000 sec): 3 clusters
  Score: Raw -19108087.987523 + Penalty 5708.955617 = -19102379.031906
  nChanged 40
		SP:Iteration 25Q (33847.730000 sec): 3 clusters
  Score: Raw -19108100.743068 + Penalty 5708.955617 = -19102391.787450
  nChanged 40
		SP:Iteration 26Q (33848.610000 sec): 3 clusters
  Score: Raw -19108111.629515 + Penalty 5708.955617 = -19102402.673898
  nChanged 21
		SP:Iteration 27Q (33849.490000 sec): 3 clusters
  Score: Raw -19108117.193619 + Penalty 5708.955617 = -19102408.238002
  nChanged 18
		SP:Iteration 28Q (33850.380000 sec): 3 clusters
  Score: Raw -19108122.610541 + Penalty 5708.955617 = -19102413.654924
  nChanged 25
		SP:Iteration 29Q (33851.250000 sec): 3 clusters
  Score: Raw -19108130.068264 + Penalty 5708.955617 = -19102421.112647
  nChanged 27
		SP:Iteration 30Q (33852.090000 sec): 3 clusters
  Score: Raw -19108138.152790 + Penalty 5708.955617 = -19102429.197173
  nChanged 26
		SP:Iteration 31Q (33852.930000 sec): 3 clusters
  Score: Raw -19108145.395422 + Penalty 5708.955617 = -19102436.439804
  nChanged 25
		SP:Iteration 32Q (33853.770000 sec): 3 clusters
  Score: Raw -19108153.260727 + Penalty 5708.955617 = -19102444.305110
  nChanged 19
		SP:Iteration 33Q (33854.610000 sec): 3 clusters
  Score: Raw -19108159.830210 + Penalty 5708.955617 = -19102450.874593
  nChanged 19
		SP:Iteration 34Q (33855.490000 sec): 3 clusters
  Score: Raw -19108165.712085 + Penalty 5708.955617 = -19102456.756468
  nChanged 19
		SP:Iteration 35Q (33856.370000 sec): 3 clusters
  Score: Raw -19108171.664225 + Penalty 5708.955617 = -19102462.708608
  nChanged 16
		SP:Iteration 36Q (33857.250000 sec): 3 clusters
  Score: Raw -19108176.904612 + Penalty 5708.955617 = -19102467.948995
  nChanged 20
		SP:Iteration 37Q (33858.130000 sec): 3 clusters
  Score: Raw -19108184.284575 + Penalty 5708.955617 = -19102475.328957
  nChanged 14
		SP:Iteration 38Q (33859.010000 sec): 3 clusters
  Score: Raw -19108189.639917 + Penalty 5708.955617 = -19102480.684300
  nChanged 20
		SP:Iteration 39Q (33859.890000 sec): 3 clusters
  Score: Raw -19108195.214650 + Penalty 5708.955617 = -19102486.259033
  nChanged 7
		SP:Iteration 40F (33860.820000 sec): 3 clusters
  Score: Raw -19108196.393036 + Penalty 5708.955617 = -19102487.437418
  nChanged 4
		SP:Iteration 41Q (33861.700000 sec): 3 clusters
  Score: Raw -19108197.274805 + Penalty 5708.955617 = -19102488.319188
  nChanged 3
		SP:Iteration 42Q (33862.530000 sec): 3 clusters
  Score: Raw -19108198.079921 + Penalty 5708.955617 = -19102489.124304
  nChanged 1
		SP:Iteration 43Q (33863.420000 sec): 3 clusters
  Score: Raw -19108198.347840 + Penalty 5708.955617 = -19102489.392222
  nChanged 1
		SP:Iteration 44Q (33864.300000 sec): 3 clusters
  Score: Raw -19108198.637680 + Penalty 5708.955617 = -19102489.682063
  nChanged 1
		SP:Iteration 45Q (33865.220000 sec): 3 clusters
  Score: Raw -19108198.952167 + Penalty 5708.955617 = -19102489.996550
  nChanged 2
		SP:Iteration 46Q (33866.130000 sec): 3 clusters
  Score: Raw -19108199.576839 + Penalty 5708.955617 = -19102490.621222
  nChanged 3
		SP:Iteration 47Q (33867.010000 sec): 3 clusters
  Score: Raw -19108200.416993 + Penalty 5708.955617 = -19102491.461375
  nChanged 2
		SP:Iteration 48Q (33867.890000 sec): 3 clusters
  Score: Raw -19108201.083194 + Penalty 5708.955617 = -19102492.127577
  nChanged 5
		SP:Iteration 49Q (33868.810000 sec): 3 clusters
  Score: Raw -19108202.725992 + Penalty 5708.955617 = -19102493.770374
  nChanged 2
		SP:Iteration 50Q (33869.690000 sec): 3 clusters
  Score: Raw -19108203.278968 + Penalty 5708.955617 = -19102494.323350
  nChanged 1
		SP:Iteration 51Q (33870.570000 sec): 3 clusters
  Score: Raw -19108203.484381 + Penalty 5708.955617 = -19102494.528764
  nChanged 2
		SP:Iteration 52Q (33871.400000 sec): 3 clusters
  Score: Raw -19108203.969786 + Penalty 5708.955617 = -19102495.014168
  nChanged 0
		SP:Iteration 53F (33872.370000 sec): 3 clusters
  Score: Raw -19108203.969786 + Penalty 5708.955617 = -19102495.014168
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33872.450000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33872.630000 sec): 3 clusters
  Score: Raw -50699.506387 + Penalty 2829.076107 = -47870.430280
  nChanged 31
		SP:Iteration 1F (33872.810000 sec): 3 clusters
  Score: Raw -50852.234681 + Penalty 2829.076107 = -48023.158574
  nChanged 11
		SP:Iteration 2Q (33872.980000 sec): 3 clusters
  Score: Raw -50897.286773 + Penalty 2829.076107 = -48068.210665
  nChanged 5
		SP:Iteration 3Q (33873.160000 sec): 3 clusters
  Score: Raw -50915.087954 + Penalty 2829.076107 = -48086.011847
  nChanged 4
		SP:Iteration 4Q (33873.330000 sec): 3 clusters
  Score: Raw -50925.886129 + Penalty 2829.076107 = -48096.810021
  nChanged 1
		SP:Iteration 5Q (33873.510000 sec): 3 clusters
  Score: Raw -50929.763303 + Penalty 2829.076107 = -48100.687196
  nChanged 0
		SP:Iteration 6F (33873.690000 sec): 3 clusters
  Score: Raw -50929.763303 + Penalty 2829.076107 = -48100.687196
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33873.770000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33873.950000 sec): 3 clusters
  Score: Raw -27331.602304 + Penalty 2570.164641 = -24761.437663
  nChanged 16
		SP:Iteration 1F (33874.130000 sec): 3 clusters
  Score: Raw -27421.352347 + Penalty 2570.164641 = -24851.187706
  nChanged 2
		SP:Iteration 2Q (33874.300000 sec): 3 clusters
  Score: Raw -27431.310584 + Penalty 2570.164641 = -24861.145943
  nChanged 0
		SP:Iteration 3F (33874.470000 sec): 3 clusters
  Score: Raw -27431.310584 + Penalty 2570.164641 = -24861.145943
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33874.560000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33874.740000 sec): 3 clusters
  Score: Raw -48033.710918 + Penalty 2810.547637 = -45223.163281
  nChanged 31
		SP:Iteration 1F (33874.910000 sec): 3 clusters
  Score: Raw -48131.272797 + Penalty 2810.547637 = -45320.725160
  nChanged 13
		SP:Iteration 2Q (33875.090000 sec): 3 clusters
  Score: Raw -48181.394810 + Penalty 2810.547637 = -45370.847173
  nChanged 3
		SP:Iteration 3Q (33875.270000 sec): 3 clusters
  Score: Raw -48189.643871 + Penalty 2810.547637 = -45379.096234
  nChanged 2
		SP:Iteration 4Q (33875.440000 sec): 3 clusters
  Score: Raw -48198.792165 + Penalty 2810.547637 = -45388.244527
  nChanged 1
		SP:Iteration 5Q (33875.620000 sec): 3 clusters
  Score: Raw -48201.683847 + Penalty 2810.547637 = -45391.136210
  nChanged 1
		SP:Iteration 6Q (33875.790000 sec): 3 clusters
  Score: Raw -48205.142143 + Penalty 2810.547637 = -45394.594506
  nChanged 0
		SP:Iteration 7F (33875.970000 sec): 3 clusters
  Score: Raw -48205.142143 + Penalty 2810.547637 = -45394.594506
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33876.060000 sec): 2 clusters
  Score: Raw -150507.422177 + Penalty 1690.006639 = -148817.415538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33876.230000 sec): 3 clusters
  Score: Raw -150381.437035 + Penalty 3380.013277 = -147001.423758
  nChanged 244
		SP:Iteration 1F (33876.410000 sec): 3 clusters
  Score: Raw -150737.022962 + Penalty 3380.013277 = -147357.009685
  nChanged 85
		SP:Iteration 2F (33876.590000 sec): 3 clusters
  Score: Raw -150909.249110 + Penalty 3380.013277 = -147529.235833
  nChanged 69
		SP:Iteration 3F (33876.760000 sec): 3 clusters
  Score: Raw -151044.617958 + Penalty 3380.013277 = -147664.604681
  nChanged 45
		SP:Iteration 4Q (33876.940000 sec): 3 clusters
  Score: Raw -151173.889311 + Penalty 3380.013277 = -147793.876034
  nChanged 43
		SP:Iteration 5Q (33877.110000 sec): 3 clusters
  Score: Raw -151286.118065 + Penalty 3380.013277 = -147906.104788
  nChanged 35
		SP:Iteration 6Q (33877.290000 sec): 3 clusters
  Score: Raw -151372.707581 + Penalty 3380.013277 = -147992.694303
  nChanged 22
		SP:Iteration 7Q (33877.470000 sec): 3 clusters
  Score: Raw -151428.859820 + Penalty 3380.013277 = -148048.846543
  nChanged 19
		SP:Iteration 8Q (33877.640000 sec): 3 clusters
  Score: Raw -151488.754947 + Penalty 3380.013277 = -148108.741670
  nChanged 20
		SP:Iteration 9Q (33877.820000 sec): 3 clusters
  Score: Raw -151537.682256 + Penalty 3380.013277 = -148157.668979
  nChanged 21
		SP:Iteration 10Q (33877.990000 sec): 3 clusters
  Score: Raw -151593.247138 + Penalty 3380.013277 = -148213.233861
  nChanged 20
		SP:Iteration 11Q (33878.170000 sec): 3 clusters
  Score: Raw -151643.646853 + Penalty 3380.013277 = -148263.633576
  nChanged 16
		SP:Iteration 12Q (33878.350000 sec): 3 clusters
  Score: Raw -151691.879314 + Penalty 3380.013277 = -148311.866037
  nChanged 20
		SP:Iteration 13Q (33878.520000 sec): 3 clusters
  Score: Raw -151749.998679 + Penalty 3380.013277 = -148369.985402
  nChanged 11
		SP:Iteration 14Q (33878.700000 sec): 3 clusters
  Score: Raw -151782.432034 + Penalty 3380.013277 = -148402.418757
  nChanged 9
		SP:Iteration 15Q (33878.870000 sec): 3 clusters
  Score: Raw -151801.505184 + Penalty 3380.013277 = -148421.491907
  nChanged 11
		SP:Iteration 16Q (33879.050000 sec): 3 clusters
  Score: Raw -151837.793944 + Penalty 3380.013277 = -148457.780667
  nChanged 14
		SP:Iteration 17Q (33879.230000 sec): 3 clusters
  Score: Raw -151869.101532 + Penalty 3380.013277 = -148489.088255
  nChanged 14
		SP:Iteration 18Q (33879.400000 sec): 3 clusters
  Score: Raw -151896.656475 + Penalty 3380.013277 = -148516.643198
  nChanged 9
		SP:Iteration 19Q (33879.580000 sec): 3 clusters
  Score: Raw -151918.167389 + Penalty 3380.013277 = -148538.154112
  nChanged 8
		SP:Iteration 20F (33879.750000 sec): 3 clusters
  Score: Raw -151939.090920 + Penalty 3380.013277 = -148559.077643
  nChanged 8
		SP:Iteration 21Q (33879.930000 sec): 3 clusters
  Score: Raw -151962.246946 + Penalty 3380.013277 = -148582.233669
  nChanged 11
		SP:Iteration 22Q (33880.100000 sec): 3 clusters
  Score: Raw -151989.695047 + Penalty 3380.013277 = -148609.681770
  nChanged 8
		SP:Iteration 23Q (33880.280000 sec): 3 clusters
  Score: Raw -152010.511761 + Penalty 3380.013277 = -148630.498484
  nChanged 6
		SP:Iteration 24Q (33880.450000 sec): 3 clusters
  Score: Raw -152022.263508 + Penalty 3380.013277 = -148642.250231
  nChanged 2
		SP:Iteration 25Q (33880.630000 sec): 3 clusters
  Score: Raw -152027.252365 + Penalty 3380.013277 = -148647.239088
  nChanged 2
		SP:Iteration 26Q (33880.810000 sec): 3 clusters
  Score: Raw -152030.168648 + Penalty 3380.013277 = -148650.155371
  nChanged 1
		SP:Iteration 27Q (33880.980000 sec): 3 clusters
  Score: Raw -152031.101735 + Penalty 3380.013277 = -148651.088458
  nChanged 1
		SP:Iteration 28Q (33881.160000 sec): 3 clusters
  Score: Raw -152033.484093 + Penalty 3380.013277 = -148653.470816
  nChanged 3
		SP:Iteration 29Q (33881.330000 sec): 3 clusters
  Score: Raw -152039.895498 + Penalty 3380.013277 = -148659.882221
  nChanged 1
		SP:Iteration 30Q (33881.510000 sec): 3 clusters
  Score: Raw -152043.788040 + Penalty 3380.013277 = -148663.774763
  nChanged 2
		SP:Iteration 31Q (33881.690000 sec): 3 clusters
  Score: Raw -152050.759374 + Penalty 3380.013277 = -148670.746097
  nChanged 2
		SP:Iteration 32Q (33881.860000 sec): 3 clusters
  Score: Raw -152062.912916 + Penalty 3380.013277 = -148682.899639
  nChanged 2
		SP:Iteration 33Q (33882.040000 sec): 3 clusters
  Score: Raw -152066.674659 + Penalty 3380.013277 = -148686.661382
  nChanged 2
		SP:Iteration 34Q (33882.210000 sec): 3 clusters
  Score: Raw -152069.149110 + Penalty 3380.013277 = -148689.135833
  nChanged 1
		SP:Iteration 35Q (33882.390000 sec): 3 clusters
  Score: Raw -152071.104732 + Penalty 3380.013277 = -148691.091455
  nChanged 0
		SP:Iteration 36F (33882.570000 sec): 3 clusters
  Score: Raw -152071.104732 + Penalty 3380.013277 = -148691.091455
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33882.650000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33882.830000 sec): 3 clusters
  Score: Raw -45074.533316 + Penalty 2927.706133 = -42146.827183
  nChanged 69
		SP:Iteration 1F (33883.010000 sec): 3 clusters
  Score: Raw -45209.879529 + Penalty 2927.706133 = -42282.173396
  nChanged 15
		SP:Iteration 2Q (33883.180000 sec): 3 clusters
  Score: Raw -45240.603866 + Penalty 2927.706133 = -42312.897732
  nChanged 6
		SP:Iteration 3Q (33883.360000 sec): 3 clusters
  Score: Raw -45250.633090 + Penalty 2927.706133 = -42322.926956
  nChanged 7
		SP:Iteration 4Q (33883.530000 sec): 3 clusters
  Score: Raw -45274.353203 + Penalty 2927.706133 = -42346.647069
  nChanged 4
		SP:Iteration 5Q (33883.710000 sec): 3 clusters
  Score: Raw -45297.974441 + Penalty 2927.706133 = -42370.268308
  nChanged 6
		SP:Iteration 6Q (33883.890000 sec): 3 clusters
  Score: Raw -45324.438462 + Penalty 2927.706133 = -42396.732328
  nChanged 6
		SP:Iteration 7Q (33884.060000 sec): 3 clusters
  Score: Raw -45337.135934 + Penalty 2927.706133 = -42409.429800
  nChanged 4
		SP:Iteration 8Q (33884.240000 sec): 3 clusters
  Score: Raw -45346.909526 + Penalty 2927.706133 = -42419.203393
  nChanged 3
		SP:Iteration 9Q (33884.410000 sec): 3 clusters
  Score: Raw -45356.685024 + Penalty 2927.706133 = -42428.978891
  nChanged 0
		SP:Iteration 10F (33884.590000 sec): 3 clusters
  Score: Raw -45356.685024 + Penalty 2927.706133 = -42428.978891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33884.790000 sec): 2 clusters
  Score: Raw -2767957.350437 + Penalty 2402.855141 = -2765554.495296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33885.100000 sec): 3 clusters
  Score: Raw -2758709.654351 + Penalty 4805.710281 = -2753903.944070
  nChanged 6968
		SP:Iteration 1F (33885.340000 sec): 3 clusters
  Score: Raw -2762480.535641 + Penalty 4805.710281 = -2757674.825360
  nChanged 946
		SP:Iteration 2F (33885.630000 sec): 3 clusters
  Score: Raw -2762922.493418 + Penalty 4805.710281 = -2758116.783137
  nChanged 863
		SP:Iteration 3F (33885.950000 sec): 3 clusters
  Score: Raw -2763375.171455 + Penalty 4805.710281 = -2758569.461174
  nChanged 817
		SP:Iteration 4F (33886.250000 sec): 3 clusters
  Score: Raw -2763794.710769 + Penalty 4805.710281 = -2758989.000488
  nChanged 747
		SP:Iteration 5Q (33886.560000 sec): 3 clusters
  Score: Raw -2764169.359513 + Penalty 4805.710281 = -2759363.649232
  nChanged 693
		SP:Iteration 6Q (33886.860000 sec): 3 clusters
  Score: Raw -2764511.706822 + Penalty 4805.710281 = -2759705.996541
  nChanged 665
		SP:Iteration 7Q (33887.170000 sec): 3 clusters
  Score: Raw -2764833.988111 + Penalty 4805.710281 = -2760028.277830
  nChanged 654
		SP:Iteration 8Q (33887.470000 sec): 3 clusters
  Score: Raw -2765169.981860 + Penalty 4805.710281 = -2760364.271579
  nChanged 631
		SP:Iteration 9Q (33887.820000 sec): 3 clusters
  Score: Raw -2765503.008258 + Penalty 4805.710281 = -2760697.297977
  nChanged 624
		SP:Iteration 10Q (33888.130000 sec): 3 clusters
  Score: Raw -2765830.348454 + Penalty 4805.710281 = -2761024.638173
  nChanged 600
		SP:Iteration 11Q (33888.410000 sec): 3 clusters
  Score: Raw -2766170.527408 + Penalty 4805.710281 = -2761364.817127
  nChanged 573
		SP:Iteration 12Q (33888.710000 sec): 3 clusters
  Score: Raw -2766527.846082 + Penalty 4805.710281 = -2761722.135801
  nChanged 543
		SP:Iteration 13Q (33889.010000 sec): 3 clusters
  Score: Raw -2766879.607233 + Penalty 4805.710281 = -2762073.896952
  nChanged 514
		SP:Iteration 14Q (33889.320000 sec): 3 clusters
  Score: Raw -2767259.665216 + Penalty 4805.710281 = -2762453.954935
  nChanged 444
		SP:Iteration 15Q (33889.630000 sec): 3 clusters
  Score: Raw -2767597.656283 + Penalty 4805.710281 = -2762791.946002
  nChanged 328
		SP:Iteration 16Q (33889.940000 sec): 3 clusters
  Score: Raw -2767864.957981 + Penalty 4805.710281 = -2763059.247700
  nChanged 256
		SP:Iteration 17Q (33890.210000 sec): 3 clusters
  Score: Raw -2768073.989988 + Penalty 4805.710281 = -2763268.279707
  nChanged 184
		SP:Iteration 18Q (33890.470000 sec): 3 clusters
  Score: Raw -2768216.880663 + Penalty 4805.710281 = -2763411.170382
  nChanged 133
		SP:Iteration 19Q (33890.740000 sec): 3 clusters
  Score: Raw -2768313.056193 + Penalty 4805.710281 = -2763507.345912
  nChanged 82
		SP:Iteration 20F (33891.050000 sec): 3 clusters
  Score: Raw -2768380.547755 + Penalty 4805.710281 = -2763574.837473
  nChanged 69
		SP:Iteration 21Q (33891.320000 sec): 3 clusters
  Score: Raw -2768437.394193 + Penalty 4805.710281 = -2763631.683912
  nChanged 66
		SP:Iteration 22Q (33891.590000 sec): 3 clusters
  Score: Raw -2768496.154929 + Penalty 4805.710281 = -2763690.444648
  nChanged 48
		SP:Iteration 23Q (33891.850000 sec): 3 clusters
  Score: Raw -2768534.831845 + Penalty 4805.710281 = -2763729.121564
  nChanged 36
		SP:Iteration 24Q (33892.120000 sec): 3 clusters
  Score: Raw -2768565.961617 + Penalty 4805.710281 = -2763760.251336
  nChanged 31
		SP:Iteration 25Q (33892.390000 sec): 3 clusters
  Score: Raw -2768595.661100 + Penalty 4805.710281 = -2763789.950819
  nChanged 26
		SP:Iteration 26Q (33892.660000 sec): 3 clusters
  Score: Raw -2768615.889513 + Penalty 4805.710281 = -2763810.179232
  nChanged 17
		SP:Iteration 27Q (33892.920000 sec): 3 clusters
  Score: Raw -2768629.381389 + Penalty 4805.710281 = -2763823.671108
  nChanged 18
		SP:Iteration 28Q (33893.190000 sec): 3 clusters
  Score: Raw -2768643.343810 + Penalty 4805.710281 = -2763837.633529
  nChanged 12
		SP:Iteration 29Q (33893.460000 sec): 3 clusters
  Score: Raw -2768651.407386 + Penalty 4805.710281 = -2763845.697104
  nChanged 11
		SP:Iteration 30Q (33893.730000 sec): 3 clusters
  Score: Raw -2768657.384930 + Penalty 4805.710281 = -2763851.674649
  nChanged 6
		SP:Iteration 31Q (33893.990000 sec): 3 clusters
  Score: Raw -2768660.808679 + Penalty 4805.710281 = -2763855.098398
  nChanged 5
		SP:Iteration 32Q (33894.260000 sec): 3 clusters
  Score: Raw -2768664.087604 + Penalty 4805.710281 = -2763858.377323
  nChanged 6
		SP:Iteration 33Q (33894.530000 sec): 3 clusters
  Score: Raw -2768667.498502 + Penalty 4805.710281 = -2763861.788220
  nChanged 4
		SP:Iteration 34Q (33894.800000 sec): 3 clusters
  Score: Raw -2768671.212524 + Penalty 4805.710281 = -2763865.502242
  nChanged 5
		SP:Iteration 35Q (33895.060000 sec): 3 clusters
  Score: Raw -2768674.915130 + Penalty 4805.710281 = -2763869.204849
  nChanged 3
		SP:Iteration 36Q (33895.330000 sec): 3 clusters
  Score: Raw -2768677.426414 + Penalty 4805.710281 = -2763871.716133
  nChanged 3
		SP:Iteration 37Q (33895.600000 sec): 3 clusters
  Score: Raw -2768678.814991 + Penalty 4805.710281 = -2763873.104710
  nChanged 3
		SP:Iteration 38Q (33895.870000 sec): 3 clusters
  Score: Raw -2768680.416855 + Penalty 4805.710281 = -2763874.706574
  nChanged 1
		SP:Iteration 39Q (33896.130000 sec): 3 clusters
  Score: Raw -2768681.268267 + Penalty 4805.710281 = -2763875.557986
  nChanged 0
		SP:Iteration 40F (33896.400000 sec): 3 clusters
  Score: Raw -2768681.268267 + Penalty 4805.710281 = -2763875.557986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33896.490000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33896.670000 sec): 3 clusters
  Score: Raw -18953.768870 + Penalty 2686.385799 = -16267.383070
  nChanged 29
		SP:Iteration 1F (33896.840000 sec): 3 clusters
  Score: Raw -19085.671626 + Penalty 2686.385799 = -16399.285826
  nChanged 8
		SP:Iteration 2Q (33897.020000 sec): 3 clusters
  Score: Raw -19133.475001 + Penalty 2686.385799 = -16447.089201
  nChanged 8
		SP:Iteration 3Q (33897.180000 sec): 3 clusters
  Score: Raw -19177.870304 + Penalty 2686.385799 = -16491.484505
  nChanged 6
		SP:Iteration 4Q (33897.360000 sec): 3 clusters
  Score: Raw -19197.617347 + Penalty 2686.385799 = -16511.231547
  nChanged 1
		SP:Iteration 5Q (33897.530000 sec): 3 clusters
  Score: Raw -19203.051140 + Penalty 2686.385799 = -16516.665341
  nChanged 1
		SP:Iteration 6Q (33897.710000 sec): 3 clusters
  Score: Raw -19211.513746 + Penalty 2686.385799 = -16525.127947
  nChanged 2
		SP:Iteration 7Q (33897.890000 sec): 3 clusters
  Score: Raw -19221.302227 + Penalty 2686.385799 = -16534.916427
  nChanged 2
		SP:Iteration 8Q (33898.060000 sec): 3 clusters
  Score: Raw -19227.651977 + Penalty 2686.385799 = -16541.266177
  nChanged 1
		SP:Iteration 9Q (33898.240000 sec): 3 clusters
  Score: Raw -19234.454483 + Penalty 2686.385799 = -16548.068684
  nChanged 1
		SP:Iteration 10Q (33898.410000 sec): 3 clusters
  Score: Raw -19239.947927 + Penalty 2686.385799 = -16553.562128
  nChanged 0
		SP:Iteration 11F (33898.590000 sec): 3 clusters
  Score: Raw -19239.947927 + Penalty 2686.385799 = -16553.562128
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33898.680000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33898.850000 sec): 3 clusters
  Score: Raw -25082.879474 + Penalty 2575.706598 = -22507.172876
  nChanged 7
		SP:Iteration 1Q (33899.030000 sec): 3 clusters
  Score: Raw -25120.873116 + Penalty 2575.706598 = -22545.166518
  nChanged 2
		SP:Iteration 2Q (33899.210000 sec): 3 clusters
  Score: Raw -25140.739000 + Penalty 2575.706598 = -22565.032402
  nChanged 2
		SP:Iteration 3Q (33899.380000 sec): 3 clusters
  Score: Raw -25155.368637 + Penalty 2575.706598 = -22579.662039
  nChanged 1
		SP:Iteration 4Q (33899.560000 sec): 3 clusters
  Score: Raw -25210.104058 + Penalty 2575.706598 = -22634.397460
  nChanged 4
		SP:Iteration 5Q (33899.730000 sec): 3 clusters
  Score: Raw -25240.458611 + Penalty 2575.706598 = -22664.752013
  nChanged 3
		SP:Iteration 6Q (33899.910000 sec): 3 clusters
  Score: Raw -25270.943610 + Penalty 2575.706598 = -22695.237012
  nChanged 5
		SP:Iteration 7Q (33900.080000 sec): 3 clusters
  Score: Raw -25327.353922 + Penalty 2575.706598 = -22751.647324
  nChanged 3
		SP:Iteration 8Q (33900.260000 sec): 3 clusters
  Score: Raw -25348.282071 + Penalty 2575.706598 = -22772.575472
  nChanged 0
		SP:Iteration 9F (33900.430000 sec): 3 clusters
  Score: Raw -25348.282071 + Penalty 2575.706598 = -22772.575472
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33900.520000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33900.700000 sec): 3 clusters
  Score: Raw -20183.407192 + Penalty 2544.429763 = -17638.977430
  nChanged 22
		SP:Iteration 1F (33900.870000 sec): 3 clusters
  Score: Raw -20370.553373 + Penalty 2544.429763 = -17826.123610
  nChanged 10
		SP:Iteration 2F (33901.050000 sec): 3 clusters
  Score: Raw -20460.895346 + Penalty 2544.429763 = -17916.465583
  nChanged 7
		SP:Iteration 3Q (33901.230000 sec): 3 clusters
  Score: Raw -20534.645527 + Penalty 2544.429763 = -17990.215764
  nChanged 4
		SP:Iteration 4Q (33901.400000 sec): 3 clusters
  Score: Raw -20602.268849 + Penalty 2544.429763 = -18057.839086
  nChanged 3
		SP:Iteration 5Q (33901.580000 sec): 3 clusters
  Score: Raw -20651.825986 + Penalty 2544.429763 = -18107.396224
  nChanged 4
		SP:Iteration 6Q (33901.750000 sec): 3 clusters
  Score: Raw -20703.802985 + Penalty 2544.429763 = -18159.373223
  nChanged 4
		SP:Iteration 7Q (33901.930000 sec): 3 clusters
  Score: Raw -20757.736754 + Penalty 2544.429763 = -18213.306992
  nChanged 1
		SP:Iteration 8Q (33902.110000 sec): 3 clusters
  Score: Raw -20770.313084 + Penalty 2544.429763 = -18225.883321
  nChanged 2
		SP:Iteration 9Q (33902.280000 sec): 3 clusters
  Score: Raw -20806.435093 + Penalty 2544.429763 = -18262.005330
  nChanged 1
		SP:Iteration 10Q (33902.460000 sec): 3 clusters
  Score: Raw -20824.534539 + Penalty 2544.429763 = -18280.104777
  nChanged 1
		SP:Iteration 11Q (33902.630000 sec): 3 clusters
  Score: Raw -20842.919099 + Penalty 2544.429763 = -18298.489336
  nChanged 1
		SP:Iteration 12Q (33902.810000 sec): 3 clusters
  Score: Raw -20856.654403 + Penalty 2544.429763 = -18312.224641
  nChanged 1
		SP:Iteration 13Q (33902.990000 sec): 3 clusters
  Score: Raw -20865.956240 + Penalty 2544.429763 = -18321.526477
  nChanged 1
		SP:Iteration 14Q (33903.160000 sec): 3 clusters
  Score: Raw -20876.186798 + Penalty 2544.429763 = -18331.757035
  nChanged 0
		SP:Iteration 15F (33903.340000 sec): 3 clusters
  Score: Raw -20876.186798 + Penalty 2544.429763 = -18331.757035
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33903.430000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33903.600000 sec): 3 clusters
  Score: Raw -71999.534701 + Penalty 2992.410766 = -69007.123935
  nChanged 67
		SP:Iteration 1F (33903.780000 sec): 3 clusters
  Score: Raw -72141.118804 + Penalty 2992.410766 = -69148.708038
  nChanged 15
		SP:Iteration 2Q (33903.950000 sec): 3 clusters
  Score: Raw -72188.146382 + Penalty 2992.410766 = -69195.735616
  nChanged 12
		SP:Iteration 3Q (33904.130000 sec): 3 clusters
  Score: Raw -72220.076481 + Penalty 2992.410766 = -69227.665715
  nChanged 4
		SP:Iteration 4Q (33904.310000 sec): 3 clusters
  Score: Raw -72229.232279 + Penalty 2992.410766 = -69236.821513
  nChanged 2
		SP:Iteration 5Q (33904.480000 sec): 3 clusters
  Score: Raw -72236.666602 + Penalty 2992.410766 = -69244.255836
  nChanged 2
		SP:Iteration 6Q (33904.660000 sec): 3 clusters
  Score: Raw -72243.510287 + Penalty 2992.410766 = -69251.099521
  nChanged 1
		SP:Iteration 7Q (33904.840000 sec): 3 clusters
  Score: Raw -72247.970044 + Penalty 2992.410766 = -69255.559278
  nChanged 0
		SP:Iteration 8F (33905.010000 sec): 3 clusters
  Score: Raw -72247.970044 + Penalty 2992.410766 = -69255.559278
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33905.220000 sec): 2 clusters
  Score: Raw -3706655.542874 + Penalty 2469.965181 = -3704185.577694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33905.560000 sec): 3 clusters
  Score: Raw -3694347.057855 + Penalty 4939.930361 = -3689407.127494
  nChanged 9280
		SP:Iteration 1F (33905.900000 sec): 3 clusters
  Score: Raw -3699322.565758 + Penalty 4939.930361 = -3694382.635397
  nChanged 1272
		SP:Iteration 2F (33906.240000 sec): 3 clusters
  Score: Raw -3699906.358869 + Penalty 4939.930361 = -3694966.428508
  nChanged 1212
		SP:Iteration 3F (33906.580000 sec): 3 clusters
  Score: Raw -3700503.280022 + Penalty 4939.930361 = -3695563.349661
  nChanged 1223
		SP:Iteration 4F (33906.910000 sec): 3 clusters
  Score: Raw -3701162.204651 + Penalty 4939.930361 = -3696222.274289
  nChanged 1278
		SP:Iteration 5F (33907.240000 sec): 3 clusters
  Score: Raw -3701935.480108 + Penalty 4939.930361 = -3696995.549747
  nChanged 1374
		SP:Iteration 6F (33907.590000 sec): 3 clusters
  Score: Raw -3702837.365944 + Penalty 4939.930361 = -3697897.435582
  nChanged 1323
		SP:Iteration 7F (33907.930000 sec): 3 clusters
  Score: Raw -3703742.533850 + Penalty 4939.930361 = -3698802.603489
  nChanged 1218
		SP:Iteration 8F (33908.280000 sec): 3 clusters
  Score: Raw -3704572.786097 + Penalty 4939.930361 = -3699632.855735
  nChanged 947
		SP:Iteration 9Q (33908.620000 sec): 3 clusters
  Score: Raw -3705197.625613 + Penalty 4939.930361 = -3700257.695251
  nChanged 739
		SP:Iteration 10Q (33908.960000 sec): 3 clusters
  Score: Raw -3705681.588299 + Penalty 4939.930361 = -3700741.657938
  nChanged 566
		SP:Iteration 11Q (33909.300000 sec): 3 clusters
  Score: Raw -3706028.732550 + Penalty 4939.930361 = -3701088.802189
  nChanged 405
		SP:Iteration 12Q (33909.640000 sec): 3 clusters
  Score: Raw -3706273.425496 + Penalty 4939.930361 = -3701333.495135
  nChanged 323
		SP:Iteration 13Q (33909.990000 sec): 3 clusters
  Score: Raw -3706463.227573 + Penalty 4939.930361 = -3701523.297211
  nChanged 246
		SP:Iteration 14Q (33910.330000 sec): 3 clusters
  Score: Raw -3706610.560745 + Penalty 4939.930361 = -3701670.630384
  nChanged 201
		SP:Iteration 15Q (33910.680000 sec): 3 clusters
  Score: Raw -3706735.244184 + Penalty 4939.930361 = -3701795.313823
  nChanged 172
		SP:Iteration 16Q (33911.020000 sec): 3 clusters
  Score: Raw -3706839.911569 + Penalty 4939.930361 = -3701899.981208
  nChanged 119
		SP:Iteration 17Q (33911.360000 sec): 3 clusters
  Score: Raw -3706912.679225 + Penalty 4939.930361 = -3701972.748864
  nChanged 87
		SP:Iteration 18Q (33911.710000 sec): 3 clusters
  Score: Raw -3706960.130315 + Penalty 4939.930361 = -3702020.199953
  nChanged 73
		SP:Iteration 19Q (33912.060000 sec): 3 clusters
  Score: Raw -3707011.522540 + Penalty 4939.930361 = -3702071.592179
  nChanged 67
		SP:Iteration 20F (33912.400000 sec): 3 clusters
  Score: Raw -3707065.284518 + Penalty 4939.930361 = -3702125.354156
  nChanged 63
		SP:Iteration 21Q (33912.740000 sec): 3 clusters
  Score: Raw -3707156.903351 + Penalty 4939.930361 = -3702216.972990
  nChanged 48
		SP:Iteration 22Q (33913.090000 sec): 3 clusters
  Score: Raw -3707313.679187 + Penalty 4939.930361 = -3702373.748826
  nChanged 46
		SP:Iteration 23Q (33913.390000 sec): 3 clusters
  Score: Raw -3707490.109405 + Penalty 4939.930361 = -3702550.179043
  nChanged 53
		SP:Iteration 24Q (33913.740000 sec): 3 clusters
  Score: Raw -3707535.882638 + Penalty 4939.930361 = -3702595.952277
  nChanged 30
		SP:Iteration 25Q (33914.040000 sec): 3 clusters
  Score: Raw -3707556.727758 + Penalty 4939.930361 = -3702616.797397
  nChanged 25
		SP:Iteration 26Q (33914.340000 sec): 3 clusters
  Score: Raw -3707569.859139 + Penalty 4939.930361 = -3702629.928778
  nChanged 16
		SP:Iteration 27Q (33914.640000 sec): 3 clusters
  Score: Raw -3707578.117379 + Penalty 4939.930361 = -3702638.187018
  nChanged 9
		SP:Iteration 28Q (33914.940000 sec): 3 clusters
  Score: Raw -3707581.784499 + Penalty 4939.930361 = -3702641.854138
  nChanged 6
		SP:Iteration 29Q (33915.240000 sec): 3 clusters
  Score: Raw -3707584.100162 + Penalty 4939.930361 = -3702644.169801
  nChanged 9
		SP:Iteration 30Q (33915.540000 sec): 3 clusters
  Score: Raw -3707587.626260 + Penalty 4939.930361 = -3702647.695899
  nChanged 8
		SP:Iteration 31Q (33915.840000 sec): 3 clusters
  Score: Raw -3707589.664248 + Penalty 4939.930361 = -3702649.733887
  nChanged 2
		SP:Iteration 32Q (33916.170000 sec): 3 clusters
  Score: Raw -3707590.339419 + Penalty 4939.930361 = -3702650.409058
  nChanged 1
		SP:Iteration 33Q (33916.420000 sec): 3 clusters
  Score: Raw -3707590.924043 + Penalty 4939.930361 = -3702650.993682
  nChanged 2
		SP:Iteration 34Q (33916.700000 sec): 3 clusters
  Score: Raw -3707591.328139 + Penalty 4939.930361 = -3702651.397778
  nChanged 0
		SP:Iteration 35F (33917.020000 sec): 3 clusters
  Score: Raw -3707591.328139 + Penalty 4939.930361 = -3702651.397778
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33917.080000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33917.260000 sec): 3 clusters
  Score: Raw -40789.643581 + Penalty 2773.129542 = -38016.514038
  nChanged 40
		SP:Iteration 1F (33917.440000 sec): 3 clusters
  Score: Raw -40990.208140 + Penalty 2773.129542 = -38217.078598
  nChanged 14
		SP:Iteration 2F (33917.610000 sec): 3 clusters
  Score: Raw -41121.247888 + Penalty 2773.129542 = -38348.118346
  nChanged 8
		SP:Iteration 3Q (33917.790000 sec): 3 clusters
  Score: Raw -41147.877849 + Penalty 2773.129542 = -38374.748307
  nChanged 3
		SP:Iteration 4Q (33917.960000 sec): 3 clusters
  Score: Raw -41157.017149 + Penalty 2773.129542 = -38383.887606
  nChanged 2
		SP:Iteration 5Q (33918.140000 sec): 3 clusters
  Score: Raw -41164.873046 + Penalty 2773.129542 = -38391.743504
  nChanged 2
		SP:Iteration 6Q (33918.320000 sec): 3 clusters
  Score: Raw -41174.678809 + Penalty 2773.129542 = -38401.549266
  nChanged 2
		SP:Iteration 7Q (33918.490000 sec): 3 clusters
  Score: Raw -41178.241810 + Penalty 2773.129542 = -38405.112268
  nChanged 0
		SP:Iteration 8F (33918.670000 sec): 3 clusters
  Score: Raw -41178.241810 + Penalty 2773.129542 = -38405.112268
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33918.760000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33918.930000 sec): 3 clusters
  Score: Raw -110476.480697 + Penalty 3200.216281 = -107276.264416
  nChanged 143
		SP:Iteration 1F (33919.110000 sec): 3 clusters
  Score: Raw -110679.471389 + Penalty 3200.216281 = -107479.255108
  nChanged 36
		SP:Iteration 2F (33919.280000 sec): 3 clusters
  Score: Raw -110764.835261 + Penalty 3200.216281 = -107564.618980
  nChanged 16
		SP:Iteration 3Q (33919.460000 sec): 3 clusters
  Score: Raw -110796.397943 + Penalty 3200.216281 = -107596.181662
  nChanged 14
		SP:Iteration 4Q (33919.630000 sec): 3 clusters
  Score: Raw -110832.636498 + Penalty 3200.216281 = -107632.420217
  nChanged 17
		SP:Iteration 5Q (33919.810000 sec): 3 clusters
  Score: Raw -110877.632639 + Penalty 3200.216281 = -107677.416358
  nChanged 17
		SP:Iteration 6Q (33919.980000 sec): 3 clusters
  Score: Raw -110908.876440 + Penalty 3200.216281 = -107708.660159
  nChanged 16
		SP:Iteration 7Q (33920.160000 sec): 3 clusters
  Score: Raw -110946.990762 + Penalty 3200.216281 = -107746.774480
  nChanged 13
		SP:Iteration 8Q (33920.340000 sec): 3 clusters
  Score: Raw -110978.491528 + Penalty 3200.216281 = -107778.275246
  nChanged 9
		SP:Iteration 9Q (33920.510000 sec): 3 clusters
  Score: Raw -111006.023569 + Penalty 3200.216281 = -107805.807288
  nChanged 7
		SP:Iteration 10Q (33920.690000 sec): 3 clusters
  Score: Raw -111016.847482 + Penalty 3200.216281 = -107816.631201
  nChanged 5
		SP:Iteration 11Q (33920.860000 sec): 3 clusters
  Score: Raw -111023.418789 + Penalty 3200.216281 = -107823.202507
  nChanged 4
		SP:Iteration 12Q (33921.040000 sec): 3 clusters
  Score: Raw -111030.790749 + Penalty 3200.216281 = -107830.574468
  nChanged 5
		SP:Iteration 13Q (33921.220000 sec): 3 clusters
  Score: Raw -111043.686047 + Penalty 3200.216281 = -107843.469765
  nChanged 2
		SP:Iteration 14Q (33921.390000 sec): 3 clusters
  Score: Raw -111045.871343 + Penalty 3200.216281 = -107845.655062
  nChanged 2
		SP:Iteration 15Q (33921.570000 sec): 3 clusters
  Score: Raw -111049.754923 + Penalty 3200.216281 = -107849.538642
  nChanged 0
		SP:Iteration 16F (33921.740000 sec): 3 clusters
  Score: Raw -111049.754923 + Penalty 3200.216281 = -107849.538642
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33921.830000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33922.010000 sec): 3 clusters
  Score: Raw -30111.420472 + Penalty 2642.626580 = -27468.793893
  nChanged 21
		SP:Iteration 1F (33922.180000 sec): 3 clusters
  Score: Raw -30216.462579 + Penalty 2642.626580 = -27573.835999
  nChanged 3
		SP:Iteration 2Q (33922.360000 sec): 3 clusters
  Score: Raw -30228.803746 + Penalty 2642.626580 = -27586.177166
  nChanged 1
		SP:Iteration 3Q (33922.540000 sec): 3 clusters
  Score: Raw -30232.128419 + Penalty 2642.626580 = -27589.501839
  nChanged 1
		SP:Iteration 4Q (33922.710000 sec): 3 clusters
  Score: Raw -30236.823132 + Penalty 2642.626580 = -27594.196553
  nChanged 0
		SP:Iteration 5F (33922.890000 sec): 3 clusters
  Score: Raw -30236.823132 + Penalty 2642.626580 = -27594.196553
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33922.980000 sec): 2 clusters
  Score: Raw -108981.123850 + Penalty 1611.573973 = -107369.549877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33923.140000 sec): 3 clusters
  Score: Raw -108960.930509 + Penalty 3223.147946 = -105737.782563
  nChanged 153
		SP:Iteration 1F (33923.320000 sec): 3 clusters
  Score: Raw -109198.106871 + Penalty 3223.147946 = -105974.958925
  nChanged 32
		SP:Iteration 2Q (33923.500000 sec): 3 clusters
  Score: Raw -109253.965923 + Penalty 3223.147946 = -106030.817977
  nChanged 14
		SP:Iteration 3Q (33923.670000 sec): 3 clusters
  Score: Raw -109283.960763 + Penalty 3223.147946 = -106060.812816
  nChanged 12
		SP:Iteration 4Q (33923.850000 sec): 3 clusters
  Score: Raw -109308.191803 + Penalty 3223.147946 = -106085.043857
  nChanged 10
		SP:Iteration 5Q (33924.020000 sec): 3 clusters
  Score: Raw -109322.697807 + Penalty 3223.147946 = -106099.549861
  nChanged 5
		SP:Iteration 6Q (33924.200000 sec): 3 clusters
  Score: Raw -109330.166585 + Penalty 3223.147946 = -106107.018639
  nChanged 5
		SP:Iteration 7Q (33924.380000 sec): 3 clusters
  Score: Raw -109339.210973 + Penalty 3223.147946 = -106116.063027
  nChanged 3
		SP:Iteration 8Q (33924.550000 sec): 3 clusters
  Score: Raw -109346.262446 + Penalty 3223.147946 = -106123.114500
  nChanged 7
		SP:Iteration 9Q (33924.730000 sec): 3 clusters
  Score: Raw -109356.090597 + Penalty 3223.147946 = -106132.942651
  nChanged 8
		SP:Iteration 10Q (33924.900000 sec): 3 clusters
  Score: Raw -109378.638546 + Penalty 3223.147946 = -106155.490600
  nChanged 9
		SP:Iteration 11Q (33925.080000 sec): 3 clusters
  Score: Raw -109403.088858 + Penalty 3223.147946 = -106179.940912
  nChanged 9
		SP:Iteration 12Q (33925.260000 sec): 3 clusters
  Score: Raw -109416.563267 + Penalty 3223.147946 = -106193.415320
  nChanged 5
		SP:Iteration 13Q (33925.430000 sec): 3 clusters
  Score: Raw -109424.082508 + Penalty 3223.147946 = -106200.934562
  nChanged 4
		SP:Iteration 14Q (33925.600000 sec): 3 clusters
  Score: Raw -109434.139418 + Penalty 3223.147946 = -106210.991472
  nChanged 5
		SP:Iteration 15Q (33925.780000 sec): 3 clusters
  Score: Raw -109441.862199 + Penalty 3223.147946 = -106218.714253
  nChanged 3
		SP:Iteration 16Q (33925.960000 sec): 3 clusters
  Score: Raw -109447.693421 + Penalty 3223.147946 = -106224.545475
  nChanged 3
		SP:Iteration 17Q (33926.130000 sec): 3 clusters
  Score: Raw -109460.944441 + Penalty 3223.147946 = -106237.796494
  nChanged 6
		SP:Iteration 18Q (33926.310000 sec): 3 clusters
  Score: Raw -109474.867679 + Penalty 3223.147946 = -106251.719733
  nChanged 4
		SP:Iteration 19Q (33926.480000 sec): 3 clusters
  Score: Raw -109490.389500 + Penalty 3223.147946 = -106267.241554
  nChanged 2
		SP:Iteration 20F (33926.660000 sec): 3 clusters
  Score: Raw -109492.753352 + Penalty 3223.147946 = -106269.605405
  nChanged 2
		SP:Iteration 21Q (33926.840000 sec): 3 clusters
  Score: Raw -109505.815141 + Penalty 3223.147946 = -106282.667195
  nChanged 5
		SP:Iteration 22Q (33927.010000 sec): 3 clusters
  Score: Raw -109530.754521 + Penalty 3223.147946 = -106307.606575
  nChanged 8
		SP:Iteration 23Q (33927.190000 sec): 3 clusters
  Score: Raw -109552.589914 + Penalty 3223.147946 = -106329.441967
  nChanged 3
		SP:Iteration 24Q (33927.360000 sec): 3 clusters
  Score: Raw -109572.184636 + Penalty 3223.147946 = -106349.036690
  nChanged 11
		SP:Iteration 25Q (33927.540000 sec): 3 clusters
  Score: Raw -109638.901567 + Penalty 3223.147946 = -106415.753621
  nChanged 8
		SP:Iteration 26Q (33927.720000 sec): 3 clusters
  Score: Raw -109660.034597 + Penalty 3223.147946 = -106436.886651
  nChanged 7
		SP:Iteration 27Q (33927.890000 sec): 3 clusters
  Score: Raw -109698.406179 + Penalty 3223.147946 = -106475.258233
  nChanged 13
		SP:Iteration 28Q (33928.070000 sec): 3 clusters
  Score: Raw -109740.933355 + Penalty 3223.147946 = -106517.785409
  nChanged 10
		SP:Iteration 29Q (33928.240000 sec): 3 clusters
  Score: Raw -109779.569636 + Penalty 3223.147946 = -106556.421690
  nChanged 12
		SP:Iteration 30Q (33928.420000 sec): 3 clusters
  Score: Raw -109823.446095 + Penalty 3223.147946 = -106600.298149
  nChanged 14
		SP:Iteration 31Q (33928.600000 sec): 3 clusters
  Score: Raw -109883.580046 + Penalty 3223.147946 = -106660.432100
  nChanged 11
		SP:Iteration 32Q (33928.770000 sec): 3 clusters
  Score: Raw -109927.973148 + Penalty 3223.147946 = -106704.825202
  nChanged 5
		SP:Iteration 33Q (33928.950000 sec): 3 clusters
  Score: Raw -109958.454731 + Penalty 3223.147946 = -106735.306785
  nChanged 7
		SP:Iteration 34Q (33929.120000 sec): 3 clusters
  Score: Raw -110002.477136 + Penalty 3223.147946 = -106779.329190
  nChanged 11
		SP:Iteration 35Q (33929.300000 sec): 3 clusters
  Score: Raw -110041.160840 + Penalty 3223.147946 = -106818.012894
  nChanged 12
		SP:Iteration 36Q (33929.480000 sec): 3 clusters
  Score: Raw -110078.968882 + Penalty 3223.147946 = -106855.820936
  nChanged 8
		SP:Iteration 37Q (33929.640000 sec): 3 clusters
  Score: Raw -110104.722793 + Penalty 3223.147946 = -106881.574847
  nChanged 4
		SP:Iteration 38Q (33929.700000 sec): 3 clusters
  Score: Raw -110131.732064 + Penalty 3223.147946 = -106908.584118
  nChanged 2
		SP:Iteration 39Q (33929.720000 sec): 3 clusters
  Score: Raw -110159.858396 + Penalty 3223.147946 = -106936.710450
  nChanged 7
		SP:Iteration 40F (33929.730000 sec): 3 clusters
  Score: Raw -110185.755108 + Penalty 3223.147946 = -106962.607161
  nChanged 4
		SP:Iteration 41Q (33929.760000 sec): 3 clusters
  Score: Raw -110195.432584 + Penalty 3223.147946 = -106972.284637
  nChanged 3
		SP:Iteration 42Q (33929.780000 sec): 3 clusters
  Score: Raw -110202.646620 + Penalty 3223.147946 = -106979.498674
  nChanged 4
		SP:Iteration 43Q (33929.800000 sec): 3 clusters
  Score: Raw -110225.665547 + Penalty 3223.147946 = -107002.517600
  nChanged 2
		SP:Iteration 44Q (33929.830000 sec): 3 clusters
  Score: Raw -110229.716199 + Penalty 3223.147946 = -107006.568252
  nChanged 2
		SP:Iteration 45Q (33929.850000 sec): 3 clusters
  Score: Raw -110235.272114 + Penalty 3223.147946 = -107012.124168
  nChanged 0
		SP:Iteration 46F (33929.880000 sec): 3 clusters
  Score: Raw -110235.272114 + Penalty 3223.147946 = -107012.124168
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33929.920000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33929.950000 sec): 3 clusters
  Score: Raw -162624.675245 + Penalty 3409.602454 = -159215.072792
  nChanged 271
		SP:Iteration 1F (33929.980000 sec): 3 clusters
  Score: Raw -162930.598281 + Penalty 3409.602454 = -159520.995828
  nChanged 60
		SP:Iteration 2F (33930.020000 sec): 3 clusters
  Score: Raw -163000.713028 + Penalty 3409.602454 = -159591.110574
  nChanged 28
		SP:Iteration 3Q (33930.050000 sec): 3 clusters
  Score: Raw -163030.331404 + Penalty 3409.602454 = -159620.728951
  nChanged 11
		SP:Iteration 4Q (33930.080000 sec): 3 clusters
  Score: Raw -163045.045143 + Penalty 3409.602454 = -159635.442689
  nChanged 10
		SP:Iteration 5Q (33930.110000 sec): 3 clusters
  Score: Raw -163058.465160 + Penalty 3409.602454 = -159648.862706
  nChanged 6
		SP:Iteration 6Q (33930.140000 sec): 3 clusters
  Score: Raw -163067.677522 + Penalty 3409.602454 = -159658.075068
  nChanged 2
		SP:Iteration 7Q (33930.180000 sec): 3 clusters
  Score: Raw -163069.793524 + Penalty 3409.602454 = -159660.191070
  nChanged 2
		SP:Iteration 8Q (33930.210000 sec): 3 clusters
  Score: Raw -163073.171014 + Penalty 3409.602454 = -159663.568560
  nChanged 3
		SP:Iteration 9Q (33930.240000 sec): 3 clusters
  Score: Raw -163076.746568 + Penalty 3409.602454 = -159667.144114
  nChanged 2
		SP:Iteration 10Q (33930.270000 sec): 3 clusters
  Score: Raw -163078.718421 + Penalty 3409.602454 = -159669.115967
  nChanged 2
		SP:Iteration 11Q (33930.300000 sec): 3 clusters
  Score: Raw -163081.969391 + Penalty 3409.602454 = -159672.366937
  nChanged 3
		SP:Iteration 12Q (33930.330000 sec): 3 clusters
  Score: Raw -163086.926325 + Penalty 3409.602454 = -159677.323872
  nChanged 4
		SP:Iteration 13Q (33930.360000 sec): 3 clusters
  Score: Raw -163090.592883 + Penalty 3409.602454 = -159680.990429
  nChanged 3
		SP:Iteration 14Q (33930.400000 sec): 3 clusters
  Score: Raw -163093.720818 + Penalty 3409.602454 = -159684.118364
  nChanged 2
		SP:Iteration 15Q (33930.430000 sec): 3 clusters
  Score: Raw -163095.207511 + Penalty 3409.602454 = -159685.605057
  nChanged 1
		SP:Iteration 16Q (33930.460000 sec): 3 clusters
  Score: Raw -163096.671496 + Penalty 3409.602454 = -159687.069042
  nChanged 0
		SP:Iteration 17F (33930.490000 sec): 3 clusters
  Score: Raw -163096.671496 + Penalty 3409.602454 = -159687.069042
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33930.530000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33930.550000 sec): 3 clusters
  Score: Raw -76310.582781 + Penalty 3063.230166 = -73247.352615
  nChanged 80
		SP:Iteration 1F (33930.580000 sec): 3 clusters
  Score: Raw -76498.844612 + Penalty 3063.230166 = -73435.614446
  nChanged 27
		SP:Iteration 2F (33930.600000 sec): 3 clusters
  Score: Raw -76553.157063 + Penalty 3063.230166 = -73489.926897
  nChanged 8
		SP:Iteration 3Q (33930.620000 sec): 3 clusters
  Score: Raw -76576.023924 + Penalty 3063.230166 = -73512.793758
  nChanged 7
		SP:Iteration 4Q (33930.640000 sec): 3 clusters
  Score: Raw -76588.714134 + Penalty 3063.230166 = -73525.483968
  nChanged 1
		SP:Iteration 5Q (33930.670000 sec): 3 clusters
  Score: Raw -76593.331128 + Penalty 3063.230166 = -73530.100962
  nChanged 3
		SP:Iteration 6Q (33930.690000 sec): 3 clusters
  Score: Raw -76597.175171 + Penalty 3063.230166 = -73533.945005
  nChanged 2
		SP:Iteration 7Q (33930.710000 sec): 3 clusters
  Score: Raw -76600.973951 + Penalty 3063.230166 = -73537.743785
  nChanged 0
		SP:Iteration 8F (33930.820000 sec): 3 clusters
  Score: Raw -76600.973951 + Penalty 3063.230166 = -73537.743785
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33930.860000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33930.860000 sec): 3 clusters
  Score: Raw -38343.519643 + Penalty 2736.656637 = -35606.863006
  nChanged 22
		SP:Iteration 1F (33930.870000 sec): 3 clusters
  Score: Raw -38452.512110 + Penalty 2736.656637 = -35715.855474
  nChanged 5
		SP:Iteration 2Q (33930.880000 sec): 3 clusters
  Score: Raw -38480.691182 + Penalty 2736.656637 = -35744.034546
  nChanged 3
		SP:Iteration 3Q (33930.890000 sec): 3 clusters
  Score: Raw -38507.210167 + Penalty 2736.656637 = -35770.553530
  nChanged 2
		SP:Iteration 4Q (33930.900000 sec): 3 clusters
  Score: Raw -38524.449964 + Penalty 2736.656637 = -35787.793327
  nChanged 3
		SP:Iteration 5Q (33930.900000 sec): 3 clusters
  Score: Raw -38543.545033 + Penalty 2736.656637 = -35806.888397
  nChanged 4
		SP:Iteration 6Q (33930.910000 sec): 3 clusters
  Score: Raw -38557.673907 + Penalty 2736.656637 = -35821.017271
  nChanged 1
		SP:Iteration 7Q (33930.920000 sec): 3 clusters
  Score: Raw -38559.830084 + Penalty 2736.656637 = -35823.173448
  nChanged 1
		SP:Iteration 8Q (33930.930000 sec): 3 clusters
  Score: Raw -38563.687589 + Penalty 2736.656637 = -35827.030953
  nChanged 4
		SP:Iteration 9Q (33930.930000 sec): 3 clusters
  Score: Raw -38582.907078 + Penalty 2736.656637 = -35846.250442
  nChanged 1
		SP:Iteration 10Q (33930.940000 sec): 3 clusters
  Score: Raw -38588.157317 + Penalty 2736.656637 = -35851.500680
  nChanged 0
		SP:Iteration 11F (33930.950000 sec): 3 clusters
  Score: Raw -38588.157317 + Penalty 2736.656637 = -35851.500680
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33930.970000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33930.980000 sec): 3 clusters
  Score: Raw -39872.539568 + Penalty 2769.414169 = -37103.125399
  nChanged 28
		SP:Iteration 1F (33930.990000 sec): 3 clusters
  Score: Raw -39968.223389 + Penalty 2769.414169 = -37198.809220
  nChanged 5
		SP:Iteration 2Q (33931.000000 sec): 3 clusters
  Score: Raw -39992.963272 + Penalty 2769.414169 = -37223.549103
  nChanged 1
		SP:Iteration 3Q (33931.000000 sec): 3 clusters
  Score: Raw -40000.457035 + Penalty 2769.414169 = -37231.042866
  nChanged 2
		SP:Iteration 4Q (33931.010000 sec): 3 clusters
  Score: Raw -40005.698675 + Penalty 2769.414169 = -37236.284506
  nChanged 2
		SP:Iteration 5Q (33931.020000 sec): 3 clusters
  Score: Raw -40015.881493 + Penalty 2769.414169 = -37246.467324
  nChanged 1
		SP:Iteration 6Q (33931.030000 sec): 3 clusters
  Score: Raw -40021.060813 + Penalty 2769.414169 = -37251.646644
  nChanged 0
		SP:Iteration 7F (33931.040000 sec): 3 clusters
  Score: Raw -40021.060813 + Penalty 2769.414169 = -37251.646644
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33931.100000 sec): 2 clusters
  Score: Raw -405440.722333 + Penalty 1934.542018 = -403506.180314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33931.160000 sec): 3 clusters
  Score: Raw -404523.480617 + Penalty 3869.084037 = -400654.396580
  nChanged 823
		SP:Iteration 1F (33931.220000 sec): 3 clusters
  Score: Raw -405119.889295 + Penalty 3869.084037 = -401250.805258
  nChanged 213
		SP:Iteration 2F (33931.270000 sec): 3 clusters
  Score: Raw -405322.283998 + Penalty 3869.084037 = -401453.199961
  nChanged 130
		SP:Iteration 3F (33931.330000 sec): 3 clusters
  Score: Raw -405467.810836 + Penalty 3869.084037 = -401598.726799
  nChanged 114
		SP:Iteration 4Q (33931.390000 sec): 3 clusters
  Score: Raw -405608.927137 + Penalty 3869.084037 = -401739.843101
  nChanged 109
		SP:Iteration 5Q (33931.440000 sec): 3 clusters
  Score: Raw -405746.293992 + Penalty 3869.084037 = -401877.209955
  nChanged 106
		SP:Iteration 6Q (33931.500000 sec): 3 clusters
  Score: Raw -405893.995008 + Penalty 3869.084037 = -402024.910972
  nChanged 108
		SP:Iteration 7Q (33931.560000 sec): 3 clusters
  Score: Raw -406084.831144 + Penalty 3869.084037 = -402215.747107
  nChanged 128
		SP:Iteration 8F (33931.610000 sec): 3 clusters
  Score: Raw -406365.933905 + Penalty 3869.084037 = -402496.849868
  nChanged 129
		SP:Iteration 9F (33931.670000 sec): 3 clusters
  Score: Raw -406593.855779 + Penalty 3869.084037 = -402724.771742
  nChanged 85
		SP:Iteration 10Q (33931.730000 sec): 3 clusters
  Score: Raw -406694.896080 + Penalty 3869.084037 = -402825.812043
  nChanged 48
		SP:Iteration 11Q (33931.780000 sec): 3 clusters
  Score: Raw -406747.471736 + Penalty 3869.084037 = -402878.387699
  nChanged 30
		SP:Iteration 12Q (33931.840000 sec): 3 clusters
  Score: Raw -406783.546935 + Penalty 3869.084037 = -402914.462898
  nChanged 22
		SP:Iteration 13Q (33931.900000 sec): 3 clusters
  Score: Raw -406800.178335 + Penalty 3869.084037 = -402931.094298
  nChanged 15
		SP:Iteration 14Q (33931.960000 sec): 3 clusters
  Score: Raw -406810.427968 + Penalty 3869.084037 = -402941.343931
  nChanged 14
		SP:Iteration 15Q (33932.010000 sec): 3 clusters
  Score: Raw -406819.903714 + Penalty 3869.084037 = -402950.819677
  nChanged 10
		SP:Iteration 16Q (33932.070000 sec): 3 clusters
  Score: Raw -406828.897319 + Penalty 3869.084037 = -402959.813282
  nChanged 7
		SP:Iteration 17Q (33932.130000 sec): 3 clusters
  Score: Raw -406835.002727 + Penalty 3869.084037 = -402965.918691
  nChanged 2
		SP:Iteration 18Q (33932.180000 sec): 3 clusters
  Score: Raw -406836.721304 + Penalty 3869.084037 = -402967.637268
  nChanged 4
		SP:Iteration 19Q (33932.280000 sec): 3 clusters
  Score: Raw -406840.103960 + Penalty 3869.084037 = -402971.019923
  nChanged 7
		SP:Iteration 20F (33932.350000 sec): 3 clusters
  Score: Raw -406843.658670 + Penalty 3869.084037 = -402974.574634
  nChanged 6
		SP:Iteration 21Q (33932.400000 sec): 3 clusters
  Score: Raw -406848.948250 + Penalty 3869.084037 = -402979.864214
  nChanged 6
		SP:Iteration 22Q (33932.460000 sec): 3 clusters
  Score: Raw -406852.996254 + Penalty 3869.084037 = -402983.912217
  nChanged 3
		SP:Iteration 23Q (33932.520000 sec): 3 clusters
  Score: Raw -406854.207651 + Penalty 3869.084037 = -402985.123614
  nChanged 3
		SP:Iteration 24Q (33932.580000 sec): 3 clusters
  Score: Raw -406855.412964 + Penalty 3869.084037 = -402986.328927
  nChanged 2
		SP:Iteration 25Q (33932.630000 sec): 3 clusters
  Score: Raw -406856.838925 + Penalty 3869.084037 = -402987.754888
  nChanged 1
		SP:Iteration 26Q (33932.690000 sec): 3 clusters
  Score: Raw -406857.377071 + Penalty 3869.084037 = -402988.293034
  nChanged 0
		SP:Iteration 27F (33932.750000 sec): 3 clusters
  Score: Raw -406857.377071 + Penalty 3869.084037 = -402988.293034
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33932.790000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33932.810000 sec): 3 clusters
  Score: Raw -77895.412149 + Penalty 3054.911313 = -74840.500836
  nChanged 63
		SP:Iteration 1F (33932.840000 sec): 3 clusters
  Score: Raw -78054.534455 + Penalty 3054.911313 = -74999.623142
  nChanged 19
		SP:Iteration 2Q (33932.860000 sec): 3 clusters
  Score: Raw -78089.312300 + Penalty 3054.911313 = -75034.400988
  nChanged 5
		SP:Iteration 3Q (33932.880000 sec): 3 clusters
  Score: Raw -78096.993902 + Penalty 3054.911313 = -75042.082589
  nChanged 2
		SP:Iteration 4Q (33932.900000 sec): 3 clusters
  Score: Raw -78101.737728 + Penalty 3054.911313 = -75046.826415
  nChanged 0
		SP:Iteration 5F (33932.920000 sec): 3 clusters
  Score: Raw -78101.737728 + Penalty 3054.911313 = -75046.826415
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33933.040000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33933.220000 sec): 3 clusters
  Score: Raw -649274.274190 + Penalty 4072.626108 = -645201.648082
  nChanged 1283
		SP:Iteration 1F (33933.400000 sec): 3 clusters
  Score: Raw -650045.970627 + Penalty 4072.626108 = -645973.344520
  nChanged 300
		SP:Iteration 2F (33933.570000 sec): 3 clusters
  Score: Raw -650252.997785 + Penalty 4072.626108 = -646180.371677
  nChanged 213
		SP:Iteration 3F (33933.740000 sec): 3 clusters
  Score: Raw -650396.435031 + Penalty 4072.626108 = -646323.808923
  nChanged 154
		SP:Iteration 4Q (33933.920000 sec): 3 clusters
  Score: Raw -650507.265026 + Penalty 4072.626108 = -646434.638918
  nChanged 127
		SP:Iteration 5Q (33934.090000 sec): 3 clusters
  Score: Raw -650585.747265 + Penalty 4072.626108 = -646513.121157
  nChanged 97
		SP:Iteration 6Q (33934.260000 sec): 3 clusters
  Score: Raw -650659.006566 + Penalty 4072.626108 = -646586.380458
  nChanged 111
		SP:Iteration 7Q (33934.440000 sec): 3 clusters
  Score: Raw -650741.753812 + Penalty 4072.626108 = -646669.127705
  nChanged 103
		SP:Iteration 8Q (33934.620000 sec): 3 clusters
  Score: Raw -650812.115611 + Penalty 4072.626108 = -646739.489503
  nChanged 83
		SP:Iteration 9Q (33934.790000 sec): 3 clusters
  Score: Raw -650870.903045 + Penalty 4072.626108 = -646798.276938
  nChanged 83
		SP:Iteration 10Q (33934.970000 sec): 3 clusters
  Score: Raw -650920.786534 + Penalty 4072.626108 = -646848.160426
  nChanged 79
		SP:Iteration 11Q (33935.140000 sec): 3 clusters
  Score: Raw -650970.247215 + Penalty 4072.626108 = -646897.621107
  nChanged 73
		SP:Iteration 12Q (33935.340000 sec): 3 clusters
  Score: Raw -651010.620235 + Penalty 4072.626108 = -646937.994127
  nChanged 57
		SP:Iteration 13Q (33935.560000 sec): 3 clusters
  Score: Raw -651040.541556 + Penalty 4072.626108 = -646967.915449
  nChanged 63
		SP:Iteration 14Q (33935.700000 sec): 3 clusters
  Score: Raw -651078.831077 + Penalty 4072.626108 = -647006.204969
  nChanged 57
		SP:Iteration 15Q (33935.860000 sec): 3 clusters
  Score: Raw -651111.604920 + Penalty 4072.626108 = -647038.978812
  nChanged 40
		SP:Iteration 16Q (33936.020000 sec): 3 clusters
  Score: Raw -651135.707187 + Penalty 4072.626108 = -647063.081079
  nChanged 40
		SP:Iteration 17Q (33936.180000 sec): 3 clusters
  Score: Raw -651157.280784 + Penalty 4072.626108 = -647084.654676
  nChanged 37
		SP:Iteration 18Q (33936.340000 sec): 3 clusters
  Score: Raw -651176.046255 + Penalty 4072.626108 = -647103.420147
  nChanged 36
		SP:Iteration 19Q (33936.500000 sec): 3 clusters
  Score: Raw -651191.014674 + Penalty 4072.626108 = -647118.388566
  nChanged 23
		SP:Iteration 20F (33936.660000 sec): 3 clusters
  Score: Raw -651206.652525 + Penalty 4072.626108 = -647134.026417
  nChanged 24
		SP:Iteration 21Q (33936.820000 sec): 3 clusters
  Score: Raw -651223.290603 + Penalty 4072.626108 = -647150.664495
  nChanged 23
		SP:Iteration 22Q (33937.020000 sec): 3 clusters
  Score: Raw -651239.218758 + Penalty 4072.626108 = -647166.592651
  nChanged 23
		SP:Iteration 23Q (33937.180000 sec): 3 clusters
  Score: Raw -651255.200268 + Penalty 4072.626108 = -647182.574160
  nChanged 25
		SP:Iteration 24Q (33937.340000 sec): 3 clusters
  Score: Raw -651271.491525 + Penalty 4072.626108 = -647198.865417
  nChanged 29
		SP:Iteration 25Q (33937.500000 sec): 3 clusters
  Score: Raw -651287.363646 + Penalty 4072.626108 = -647214.737538
  nChanged 25
		SP:Iteration 26Q (33937.660000 sec): 3 clusters
  Score: Raw -651299.586123 + Penalty 4072.626108 = -647226.960016
  nChanged 18
		SP:Iteration 27Q (33937.820000 sec): 3 clusters
  Score: Raw -651308.775949 + Penalty 4072.626108 = -647236.149842
  nChanged 9
		SP:Iteration 28Q (33937.980000 sec): 3 clusters
  Score: Raw -651314.673646 + Penalty 4072.626108 = -647242.047538
  nChanged 7
		SP:Iteration 29Q (33938.140000 sec): 3 clusters
  Score: Raw -651318.042456 + Penalty 4072.626108 = -647245.416348
  nChanged 2
		SP:Iteration 30Q (33938.300000 sec): 3 clusters
  Score: Raw -651318.953547 + Penalty 4072.626108 = -647246.327439
  nChanged 2
		SP:Iteration 31Q (33938.460000 sec): 3 clusters
  Score: Raw -651319.532975 + Penalty 4072.626108 = -647246.906867
  nChanged 1
		SP:Iteration 32Q (33938.620000 sec): 3 clusters
  Score: Raw -651320.111742 + Penalty 4072.626108 = -647247.485635
  nChanged 1
		SP:Iteration 33Q (33938.780000 sec): 3 clusters
  Score: Raw -651320.530698 + Penalty 4072.626108 = -647247.904591
  nChanged 1
		SP:Iteration 34Q (33938.940000 sec): 3 clusters
  Score: Raw -651321.086752 + Penalty 4072.626108 = -647248.460645
  nChanged 2
		SP:Iteration 35Q (33939.100000 sec): 3 clusters
  Score: Raw -651321.636973 + Penalty 4072.626108 = -647249.010866
  nChanged 0
		SP:Iteration 36F (33939.260000 sec): 3 clusters
  Score: Raw -651321.636973 + Penalty 4072.626108 = -647249.010866
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33939.330000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33939.500000 sec): 3 clusters
  Score: Raw -191504.844646 + Penalty 3494.272938 = -188010.571708
  nChanged 297
		SP:Iteration 1F (33939.650000 sec): 3 clusters
  Score: Raw -191788.471392 + Penalty 3494.272938 = -188294.198454
  nChanged 63
		SP:Iteration 2F (33939.810000 sec): 3 clusters
  Score: Raw -191856.010021 + Penalty 3494.272938 = -188361.737083
  nChanged 39
		SP:Iteration 3Q (33939.970000 sec): 3 clusters
  Score: Raw -191915.419534 + Penalty 3494.272938 = -188421.146596
  nChanged 27
		SP:Iteration 4Q (33940.130000 sec): 3 clusters
  Score: Raw -191941.496175 + Penalty 3494.272938 = -188447.223237
  nChanged 9
		SP:Iteration 5Q (33940.290000 sec): 3 clusters
  Score: Raw -191952.034263 + Penalty 3494.272938 = -188457.761325
  nChanged 10
		SP:Iteration 6Q (33940.450000 sec): 3 clusters
  Score: Raw -191963.152081 + Penalty 3494.272938 = -188468.879143
  nChanged 12
		SP:Iteration 7Q (33940.610000 sec): 3 clusters
  Score: Raw -191976.669944 + Penalty 3494.272938 = -188482.397006
  nChanged 8
		SP:Iteration 8Q (33940.770000 sec): 3 clusters
  Score: Raw -191982.742538 + Penalty 3494.272938 = -188488.469600
  nChanged 2
		SP:Iteration 9Q (33940.930000 sec): 3 clusters
  Score: Raw -191985.547389 + Penalty 3494.272938 = -188491.274451
  nChanged 2
		SP:Iteration 10Q (33941.090000 sec): 3 clusters
  Score: Raw -191987.259077 + Penalty 3494.272938 = -188492.986139
  nChanged 1
		SP:Iteration 11Q (33941.250000 sec): 3 clusters
  Score: Raw -191988.900464 + Penalty 3494.272938 = -188494.627526
  nChanged 0
		SP:Iteration 12F (33941.410000 sec): 3 clusters
  Score: Raw -191988.900464 + Penalty 3494.272938 = -188494.627526
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33941.490000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33941.650000 sec): 3 clusters
  Score: Raw -20977.822032 + Penalty 2458.090221 = -18519.731811
  nChanged 11
		SP:Iteration 1F (33941.810000 sec): 3 clusters
  Score: Raw -21049.192410 + Penalty 2458.090221 = -18591.102190
  nChanged 4
		SP:Iteration 2Q (33941.970000 sec): 3 clusters
  Score: Raw -21072.018747 + Penalty 2458.090221 = -18613.928526
  nChanged 1
		SP:Iteration 3Q (33942.130000 sec): 3 clusters
  Score: Raw -21080.767888 + Penalty 2458.090221 = -18622.677668
  nChanged 1
		SP:Iteration 4Q (33942.290000 sec): 3 clusters
  Score: Raw -21097.068365 + Penalty 2458.090221 = -18638.978145
  nChanged 2
		SP:Iteration 5Q (33942.450000 sec): 3 clusters
  Score: Raw -21122.199331 + Penalty 2458.090221 = -18664.109110
  nChanged 0
		SP:Iteration 6F (33942.610000 sec): 3 clusters
  Score: Raw -21122.199331 + Penalty 2458.090221 = -18664.109110
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33942.730000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33942.890000 sec): 3 clusters
  Score: Raw -52773.631136 + Penalty 2857.977486 = -49915.653650
  nChanged 31
		SP:Iteration 1F (33943.050000 sec): 3 clusters
  Score: Raw -52854.844395 + Penalty 2857.977486 = -49996.866910
  nChanged 4
		SP:Iteration 2Q (33943.210000 sec): 3 clusters
  Score: Raw -52866.336503 + Penalty 2857.977486 = -50008.359017
  nChanged 1
		SP:Iteration 3Q (33943.380000 sec): 3 clusters
  Score: Raw -52868.649904 + Penalty 2857.977486 = -50010.672419
  nChanged 0
		SP:Iteration 4F (33943.540000 sec): 3 clusters
  Score: Raw -52868.649904 + Penalty 2857.977486 = -50010.672419
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33943.600000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33943.760000 sec): 3 clusters
  Score: Raw -68463.251532 + Penalty 3139.541569 = -65323.709963
  nChanged 129
		SP:Iteration 1F (33943.920000 sec): 3 clusters
  Score: Raw -68760.849621 + Penalty 3139.541569 = -65621.308052
  nChanged 39
		SP:Iteration 2F (33944.080000 sec): 3 clusters
  Score: Raw -68856.407890 + Penalty 3139.541569 = -65716.866321
  nChanged 30
		SP:Iteration 3F (33944.240000 sec): 3 clusters
  Score: Raw -68911.794258 + Penalty 3139.541569 = -65772.252689
  nChanged 21
		SP:Iteration 4Q (33944.360000 sec): 3 clusters
  Score: Raw -68972.179863 + Penalty 3139.541569 = -65832.638294
  nChanged 20
		SP:Iteration 5Q (33944.520000 sec): 3 clusters
  Score: Raw -69010.580500 + Penalty 3139.541569 = -65871.038930
  nChanged 12
		SP:Iteration 6Q (33944.680000 sec): 3 clusters
  Score: Raw -69032.147275 + Penalty 3139.541569 = -65892.605706
  nChanged 7
		SP:Iteration 7Q (33944.840000 sec): 3 clusters
  Score: Raw -69046.514769 + Penalty 3139.541569 = -65906.973200
  nChanged 5
		SP:Iteration 8Q (33945.000000 sec): 3 clusters
  Score: Raw -69065.212136 + Penalty 3139.541569 = -65925.670567
  nChanged 2
		SP:Iteration 9Q (33945.160000 sec): 3 clusters
  Score: Raw -69069.088612 + Penalty 3139.541569 = -65929.547042
  nChanged 4
		SP:Iteration 10Q (33945.320000 sec): 3 clusters
  Score: Raw -69075.715367 + Penalty 3139.541569 = -65936.173798
  nChanged 1
		SP:Iteration 11Q (33945.520000 sec): 3 clusters
  Score: Raw -69078.054313 + Penalty 3139.541569 = -65938.512744
  nChanged 4
		SP:Iteration 12Q (33945.680000 sec): 3 clusters
  Score: Raw -69085.308999 + Penalty 3139.541569 = -65945.767429
  nChanged 1
		SP:Iteration 13Q (33945.830000 sec): 3 clusters
  Score: Raw -69086.349732 + Penalty 3139.541569 = -65946.808163
  nChanged 0
		SP:Iteration 14F (33945.990000 sec): 3 clusters
  Score: Raw -69086.349732 + Penalty 3139.541569 = -65946.808163
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33946.060000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33946.220000 sec): 3 clusters
  Score: Raw -23107.978061 + Penalty 2471.868884 = -20636.109176
  nChanged 5
		SP:Iteration 1Q (33946.380000 sec): 3 clusters
  Score: Raw -23139.613928 + Penalty 2471.868884 = -20667.745043
  nChanged 2
		SP:Iteration 2Q (33946.540000 sec): 3 clusters
  Score: Raw -23154.573850 + Penalty 2471.868884 = -20682.704966
  nChanged 0
		SP:Iteration 3F (33946.700000 sec): 3 clusters
  Score: Raw -23154.573850 + Penalty 2471.868884 = -20682.704966
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33946.760000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33946.920000 sec): 3 clusters
  Score: Raw -95096.939680 + Penalty 3167.892142 = -91929.047537
  nChanged 121
		SP:Iteration 1F (33947.120000 sec): 3 clusters
  Score: Raw -95445.233423 + Penalty 3167.892142 = -92277.341281
  nChanged 44
		SP:Iteration 2F (33947.280000 sec): 3 clusters
  Score: Raw -95614.004829 + Penalty 3167.892142 = -92446.112687
  nChanged 34
		SP:Iteration 3F (33947.440000 sec): 3 clusters
  Score: Raw -95699.877807 + Penalty 3167.892142 = -92531.985665
  nChanged 11
		SP:Iteration 4Q (33947.600000 sec): 3 clusters
  Score: Raw -95729.404473 + Penalty 3167.892142 = -92561.512331
  nChanged 12
		SP:Iteration 5Q (33947.760000 sec): 3 clusters
  Score: Raw -95754.429677 + Penalty 3167.892142 = -92586.537534
  nChanged 8
		SP:Iteration 6Q (33947.920000 sec): 3 clusters
  Score: Raw -95774.375557 + Penalty 3167.892142 = -92606.483414
  nChanged 9
		SP:Iteration 7Q (33948.080000 sec): 3 clusters
  Score: Raw -95794.113598 + Penalty 3167.892142 = -92626.221456
  nChanged 5
		SP:Iteration 8Q (33948.240000 sec): 3 clusters
  Score: Raw -95802.286477 + Penalty 3167.892142 = -92634.394334
  nChanged 0
		SP:Iteration 9F (33948.360000 sec): 3 clusters
  Score: Raw -95802.286477 + Penalty 3167.892142 = -92634.394334
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33948.430000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33948.590000 sec): 3 clusters
  Score: Raw -43870.240295 + Penalty 2789.512683 = -41080.727612
  nChanged 28
		SP:Iteration 1F (33948.750000 sec): 3 clusters
  Score: Raw -43955.749073 + Penalty 2789.512683 = -41166.236390
  nChanged 12
		SP:Iteration 2Q (33948.910000 sec): 3 clusters
  Score: Raw -44001.763983 + Penalty 2789.512683 = -41212.251300
  nChanged 6
		SP:Iteration 3Q (33949.070000 sec): 3 clusters
  Score: Raw -44014.478172 + Penalty 2789.512683 = -41224.965489
  nChanged 4
		SP:Iteration 4Q (33949.230000 sec): 3 clusters
  Score: Raw -44035.220185 + Penalty 2789.512683 = -41245.707502
  nChanged 3
		SP:Iteration 5Q (33949.410000 sec): 3 clusters
  Score: Raw -44041.005733 + Penalty 2789.512683 = -41251.493050
  nChanged 1
		SP:Iteration 6Q (33949.590000 sec): 3 clusters
  Score: Raw -44042.002848 + Penalty 2789.512683 = -41252.490165
  nChanged 0
		SP:Iteration 7F (33949.750000 sec): 3 clusters
  Score: Raw -44042.002848 + Penalty 2789.512683 = -41252.490165
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33949.880000 sec): 2 clusters
  Score: Raw -184300.939179 + Penalty 1745.182848 = -182555.756330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33949.990000 sec): 3 clusters
  Score: Raw -184016.072173 + Penalty 3490.365697 = -180525.706476
  nChanged 309
		SP:Iteration 1F (33950.150000 sec): 3 clusters
  Score: Raw -184326.762732 + Penalty 3490.365697 = -180836.397036
  nChanged 101
		SP:Iteration 2F (33950.340000 sec): 3 clusters
  Score: Raw -184474.555177 + Penalty 3490.365697 = -180984.189480
  nChanged 58
		SP:Iteration 3F (33950.510000 sec): 3 clusters
  Score: Raw -184572.044162 + Penalty 3490.365697 = -181081.678465
  nChanged 47
		SP:Iteration 4Q (33950.670000 sec): 3 clusters
  Score: Raw -184642.374574 + Penalty 3490.365697 = -181152.008877
  nChanged 31
		SP:Iteration 5Q (33950.830000 sec): 3 clusters
  Score: Raw -184684.792533 + Penalty 3490.365697 = -181194.426836
  nChanged 17
		SP:Iteration 6Q (33950.990000 sec): 3 clusters
  Score: Raw -184712.704638 + Penalty 3490.365697 = -181222.338941
  nChanged 15
		SP:Iteration 7Q (33951.150000 sec): 3 clusters
  Score: Raw -184734.482210 + Penalty 3490.365697 = -181244.116513
  nChanged 8
		SP:Iteration 8Q (33951.310000 sec): 3 clusters
  Score: Raw -184743.489113 + Penalty 3490.365697 = -181253.123416
  nChanged 4
		SP:Iteration 9Q (33951.470000 sec): 3 clusters
  Score: Raw -184751.998860 + Penalty 3490.365697 = -181261.633163
  nChanged 3
		SP:Iteration 10Q (33951.630000 sec): 3 clusters
  Score: Raw -184754.319933 + Penalty 3490.365697 = -181263.954236
  nChanged 3
		SP:Iteration 11Q (33951.790000 sec): 3 clusters
  Score: Raw -184759.840808 + Penalty 3490.365697 = -181269.475111
  nChanged 0
		SP:Iteration 12F (33951.950000 sec): 3 clusters
  Score: Raw -184759.840808 + Penalty 3490.365697 = -181269.475111
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33952.030000 sec): 2 clusters
  Score: Raw -46147.085614 + Penalty 1454.884078 = -44692.201536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33952.190000 sec): 3 clusters
  Score: Raw -46545.332500 + Penalty 2909.768156 = -43635.564344
  nChanged 110
		SP:Iteration 1F (33952.350000 sec): 3 clusters
  Score: Raw -46993.785762 + Penalty 2909.768156 = -44084.017606
  nChanged 26
		SP:Iteration 2F (33952.510000 sec): 3 clusters
  Score: Raw -47093.663102 + Penalty 2909.768156 = -44183.894946
  nChanged 8
		SP:Iteration 3Q (33952.670000 sec): 3 clusters
  Score: Raw -47124.434050 + Penalty 2909.768156 = -44214.665894
  nChanged 4
		SP:Iteration 4Q (33952.830000 sec): 3 clusters
  Score: Raw -47156.912791 + Penalty 2909.768156 = -44247.144634
  nChanged 6
		SP:Iteration 5Q (33952.990000 sec): 3 clusters
  Score: Raw -47205.748597 + Penalty 2909.768156 = -44295.980441
  nChanged 3
		SP:Iteration 6Q (33953.150000 sec): 3 clusters
  Score: Raw -47214.799321 + Penalty 2909.768156 = -44305.031164
  nChanged 3
		SP:Iteration 7Q (33953.310000 sec): 3 clusters
  Score: Raw -47217.415348 + Penalty 2909.768156 = -44307.647192
  nChanged 1
		SP:Iteration 8Q (33953.480000 sec): 3 clusters
  Score: Raw -47218.941922 + Penalty 2909.768156 = -44309.173766
  nChanged 0
		SP:Iteration 9F (33953.650000 sec): 3 clusters
  Score: Raw -47218.941922 + Penalty 2909.768156 = -44309.173766
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (33953.740000 sec): 2 clusters
  Score: Raw -85690.496382 + Penalty 1587.263846 = -84103.232535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (33953.920000 sec): 3 clusters
  Score: Raw -85645.844778 + Penalty 3174.527693 = -82471.317085
  nChanged 119
		SP:Iteration 1F (33954.090000 sec): 3 clusters
  Score: Raw -85826.135455 + Penalty 3174.527693 = -82651.607763
  nChanged 36
		SP:Iteration 2F (33954.260000 sec): 3 clusters
  Score: Raw -85894.873177 + Penalty 3174.527693 = -82720.345484
  nChanged 21
		SP:Iteration 3Q (33954.440000 sec): 3 clusters
  Score: Raw -85934.881764 + Penalty 3174.527693 = -82760.354071
  nChanged 22
		SP:Iteration 4Q (33954.610000 sec): 3 clusters
  Score: Raw -85974.664433 + Penalty 3174.527693 = -82800.136740
  nChanged 17
		SP:Iteration 5Q (33954.790000 sec): 3 clusters
  Score: Raw -86003.282916 + Penalty 3174.527693 = -82828.755223
  nChanged 17
		SP:Iteration 6Q (33954.920000 sec): 3 clusters
  Score: Raw -86040.153342 + Penalty 3174.527693 = -82865.625649
  nChanged 9
		SP:Iteration 7Q (33955.100000 sec): 3 clusters
  Score: Raw -86059.088957 + Penalty 3174.527693 = -82884.561264
  nChanged 8
		SP:Iteration 8Q (33955.270000 sec): 3 clusters
  Score: Raw -86094.965012 + Penalty 3174.527693 = -82920.437320
  nChanged 12
		SP:Iteration 9Q (33955.450000 sec): 3 clusters
  Score: Raw -86131.403645 + Penalty 3174.527693 = -82956.875952
  nChanged 12
		SP:Iteration 10Q (33955.620000 sec): 3 clusters
  Score: Raw -86163.620004 + Penalty 3174.527693 = -82989.092311
  nChanged 10
		SP:Iteration 11Q (33955.800000 sec): 3 clusters
  Score: Raw -86190.226091 + Penalty 3174.527693 = -83015.698398
  nChanged 4
		SP:Iteration 12Q (33955.980000 sec): 3 clusters
  Score: Raw -86214.908594 + Penalty 3174.527693 = -83040.380901
  nChanged 6
		SP:Iteration 13Q (33956.150000 sec): 3 clusters
  Score: Raw -86238.337013 + Penalty 3174.527693 = -83063.809320
  nChanged 8
		SP:Iteration 14Q (33956.320000 sec): 3 clusters
  Score: Raw -86261.192396 + Penalty 3174.527693 = -83086.664703
  nChanged 1
		SP:Iteration 15Q (33956.500000 sec): 3 clusters
  Score: Raw -86263.158940 + Penalty 3174.527693 = -83088.631247
  nChanged 4
		SP:Iteration 16Q (33956.680000 sec): 3 clusters
  Score: Raw -86273.159143 + Penalty 3174.527693 = -83098.631450
  nChanged 0
		SP:Iteration 17F (33956.850000 sec): 3 clusters
  Score: Raw -86273.159143 + Penalty 3174.527693 = -83098.631450
  nChanged 0
Iteration 459Q (34034.060000 sec): 60 clusters
  Score: Raw -91408939.796287 + Penalty 192485.418085 = -91216454.378203
  nChanged 3
Iteration 460F (34146.220000 sec): 60 clusters
  Score: Raw -91408943.000899 + Penalty 192485.418085 = -91216457.582814
  nChanged 1
Iteration 461Q (34223.050000 sec): 60 clusters
  Score: Raw -91408944.131731 + Penalty 192485.418085 = -91216458.713647
  nChanged 0
Iteration 462F (34338.610000 sec): 60 clusters
  Score: Raw -91408944.131731 + Penalty 192485.418085 = -91216458.713647
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408944.131731 + Penalty 192485.418085 = -91216458.713647
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34338.640000 sec): 2 clusters
  Score: Raw -47382.080999 + Penalty 1467.885676 = -45914.195324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34338.820000 sec): 3 clusters
  Score: Raw -47535.555770 + Penalty 2935.771352 = -44599.784418
  nChanged 64
		SP:Iteration 1F (34339.000000 sec): 3 clusters
  Score: Raw -47672.579184 + Penalty 2935.771352 = -44736.807833
  nChanged 20
		SP:Iteration 2F (34339.170000 sec): 3 clusters
  Score: Raw -47726.871592 + Penalty 2935.771352 = -44791.100240
  nChanged 14
		SP:Iteration 3Q (34339.340000 sec): 3 clusters
  Score: Raw -47763.964046 + Penalty 2935.771352 = -44828.192695
  nChanged 11
		SP:Iteration 4Q (34339.520000 sec): 3 clusters
  Score: Raw -47803.403455 + Penalty 2935.771352 = -44867.632103
  nChanged 6
		SP:Iteration 5Q (34339.700000 sec): 3 clusters
  Score: Raw -47837.078440 + Penalty 2935.771352 = -44901.307088
  nChanged 9
		SP:Iteration 6Q (34339.870000 sec): 3 clusters
  Score: Raw -47872.575317 + Penalty 2935.771352 = -44936.803965
  nChanged 10
		SP:Iteration 7Q (34340.050000 sec): 3 clusters
  Score: Raw -47907.855000 + Penalty 2935.771352 = -44972.083648
  nChanged 4
		SP:Iteration 8Q (34340.220000 sec): 3 clusters
  Score: Raw -47917.958524 + Penalty 2935.771352 = -44982.187172
  nChanged 4
		SP:Iteration 9Q (34340.400000 sec): 3 clusters
  Score: Raw -47942.133563 + Penalty 2935.771352 = -45006.362212
  nChanged 5
		SP:Iteration 10Q (34340.570000 sec): 3 clusters
  Score: Raw -47957.058742 + Penalty 2935.771352 = -45021.287390
  nChanged 6
		SP:Iteration 11Q (34340.750000 sec): 3 clusters
  Score: Raw -47979.022741 + Penalty 2935.771352 = -45043.251389
  nChanged 4
		SP:Iteration 12Q (34340.920000 sec): 3 clusters
  Score: Raw -47992.973425 + Penalty 2935.771352 = -45057.202073
  nChanged 2
		SP:Iteration 13Q (34341.100000 sec): 3 clusters
  Score: Raw -48007.048585 + Penalty 2935.771352 = -45071.277233
  nChanged 6
		SP:Iteration 14Q (34341.280000 sec): 3 clusters
  Score: Raw -48052.051898 + Penalty 2935.771352 = -45116.280547
  nChanged 1
		SP:Iteration 15Q (34341.450000 sec): 3 clusters
  Score: Raw -48063.152546 + Penalty 2935.771352 = -45127.381195
  nChanged 1
		SP:Iteration 16Q (34341.620000 sec): 3 clusters
  Score: Raw -48083.243511 + Penalty 2935.771352 = -45147.472160
  nChanged 3
		SP:Iteration 17Q (34341.800000 sec): 3 clusters
  Score: Raw -48119.815796 + Penalty 2935.771352 = -45184.044444
  nChanged 1
		SP:Iteration 18Q (34341.980000 sec): 3 clusters
  Score: Raw -48127.478917 + Penalty 2935.771352 = -45191.707565
  nChanged 1
		SP:Iteration 19Q (34342.150000 sec): 3 clusters
  Score: Raw -48139.821922 + Penalty 2935.771352 = -45204.050570
  nChanged 2
		SP:Iteration 20F (34342.330000 sec): 3 clusters
  Score: Raw -48154.141699 + Penalty 2935.771352 = -45218.370347
  nChanged 5
		SP:Iteration 21Q (34342.500000 sec): 3 clusters
  Score: Raw -48221.005962 + Penalty 2935.771352 = -45285.234611
  nChanged 8
		SP:Iteration 22Q (34342.680000 sec): 3 clusters
  Score: Raw -48329.658719 + Penalty 2935.771352 = -45393.887367
  nChanged 10
		SP:Iteration 23Q (34342.840000 sec): 3 clusters
  Score: Raw -48432.937529 + Penalty 2935.771352 = -45497.166177
  nChanged 9
		SP:Iteration 24Q (34343.020000 sec): 3 clusters
  Score: Raw -48518.452145 + Penalty 2935.771352 = -45582.680793
  nChanged 2
		SP:Iteration 25Q (34343.200000 sec): 3 clusters
  Score: Raw -48525.684917 + Penalty 2935.771352 = -45589.913566
  nChanged 0
		SP:Iteration 26F (34343.370000 sec): 3 clusters
  Score: Raw -48525.684917 + Penalty 2935.771352 = -45589.913566
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34343.460000 sec): 2 clusters
  Score: Raw -77326.153581 + Penalty 1532.130140 = -75794.023440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34343.640000 sec): 3 clusters
  Score: Raw -77419.131782 + Penalty 3064.260281 = -74354.871501
  nChanged 95
		SP:Iteration 1F (34343.810000 sec): 3 clusters
  Score: Raw -77614.216267 + Penalty 3064.260281 = -74549.955987
  nChanged 27
		SP:Iteration 2F (34343.990000 sec): 3 clusters
  Score: Raw -77673.641203 + Penalty 3064.260281 = -74609.380922
  nChanged 7
		SP:Iteration 3Q (34344.160000 sec): 3 clusters
  Score: Raw -77681.905264 + Penalty 3064.260281 = -74617.644983
  nChanged 3
		SP:Iteration 4Q (34344.340000 sec): 3 clusters
  Score: Raw -77687.758402 + Penalty 3064.260281 = -74623.498121
  nChanged 0
		SP:Iteration 5F (34344.520000 sec): 3 clusters
  Score: Raw -77687.758402 + Penalty 3064.260281 = -74623.498121
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34344.600000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34344.780000 sec): 3 clusters
  Score: Raw -221766.277931 + Penalty 3514.607126 = -218251.670804
  nChanged 325
		SP:Iteration 1F (34344.960000 sec): 3 clusters
  Score: Raw -222096.171022 + Penalty 3514.607126 = -218581.563896
  nChanged 56
		SP:Iteration 2Q (34345.130000 sec): 3 clusters
  Score: Raw -222169.777628 + Penalty 3514.607126 = -218655.170502
  nChanged 36
		SP:Iteration 3Q (34345.310000 sec): 3 clusters
  Score: Raw -222212.099066 + Penalty 3514.607126 = -218697.491940
  nChanged 26
		SP:Iteration 4Q (34345.480000 sec): 3 clusters
  Score: Raw -222239.485271 + Penalty 3514.607126 = -218724.878145
  nChanged 21
		SP:Iteration 5Q (34345.660000 sec): 3 clusters
  Score: Raw -222266.001340 + Penalty 3514.607126 = -218751.394214
  nChanged 12
		SP:Iteration 6Q (34345.830000 sec): 3 clusters
  Score: Raw -222282.353445 + Penalty 3514.607126 = -218767.746319
  nChanged 8
		SP:Iteration 7Q (34346.010000 sec): 3 clusters
  Score: Raw -222290.493836 + Penalty 3514.607126 = -218775.886709
  nChanged 7
		SP:Iteration 8Q (34346.180000 sec): 3 clusters
  Score: Raw -222298.060025 + Penalty 3514.607126 = -218783.452899
  nChanged 5
		SP:Iteration 9Q (34346.360000 sec): 3 clusters
  Score: Raw -222305.316481 + Penalty 3514.607126 = -218790.709354
  nChanged 9
		SP:Iteration 10Q (34346.540000 sec): 3 clusters
  Score: Raw -222314.670463 + Penalty 3514.607126 = -218800.063337
  nChanged 7
		SP:Iteration 11Q (34346.710000 sec): 3 clusters
  Score: Raw -222323.456390 + Penalty 3514.607126 = -218808.849263
  nChanged 5
		SP:Iteration 12Q (34346.890000 sec): 3 clusters
  Score: Raw -222326.643820 + Penalty 3514.607126 = -218812.036693
  nChanged 1
		SP:Iteration 13Q (34347.060000 sec): 3 clusters
  Score: Raw -222327.314458 + Penalty 3514.607126 = -218812.707332
  nChanged 0
		SP:Iteration 14F (34347.240000 sec): 3 clusters
  Score: Raw -222327.314458 + Penalty 3514.607126 = -218812.707332
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34347.330000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34347.500000 sec): 3 clusters
  Score: Raw -26927.111531 + Penalty 2544.429763 = -24382.681768
  nChanged 8
		SP:Iteration 1Q (34347.670000 sec): 3 clusters
  Score: Raw -27008.956308 + Penalty 2544.429763 = -24464.526546
  nChanged 0
		SP:Iteration 2F (34347.840000 sec): 3 clusters
  Score: Raw -27008.956308 + Penalty 2544.429763 = -24464.526546
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34347.960000 sec): 2 clusters
  Score: Raw -903923.141202 + Penalty 2117.903304 = -901805.237897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34348.170000 sec): 3 clusters
  Score: Raw -901492.221323 + Penalty 4235.806608 = -897256.414715
  nChanged 1988
		SP:Iteration 1F (34348.380000 sec): 3 clusters
  Score: Raw -902733.846711 + Penalty 4235.806608 = -898498.040102
  nChanged 393
		SP:Iteration 2F (34348.580000 sec): 3 clusters
  Score: Raw -902998.078165 + Penalty 4235.806608 = -898762.271557
  nChanged 291
		SP:Iteration 3F (34348.780000 sec): 3 clusters
  Score: Raw -903191.663678 + Penalty 4235.806608 = -898955.857070
  nChanged 233
		SP:Iteration 4Q (34348.980000 sec): 3 clusters
  Score: Raw -903332.599272 + Penalty 4235.806608 = -899096.792664
  nChanged 184
		SP:Iteration 5Q (34349.190000 sec): 3 clusters
  Score: Raw -903457.899341 + Penalty 4235.806608 = -899222.092733
  nChanged 173
		SP:Iteration 6Q (34349.390000 sec): 3 clusters
  Score: Raw -903586.847066 + Penalty 4235.806608 = -899351.040457
  nChanged 183
		SP:Iteration 7Q (34349.600000 sec): 3 clusters
  Score: Raw -903717.131623 + Penalty 4235.806608 = -899481.325014
  nChanged 158
		SP:Iteration 8Q (34349.800000 sec): 3 clusters
  Score: Raw -903822.503838 + Penalty 4235.806608 = -899586.697229
  nChanged 143
		SP:Iteration 9Q (34350.000000 sec): 3 clusters
  Score: Raw -903927.143796 + Penalty 4235.806608 = -899691.337187
  nChanged 141
		SP:Iteration 10Q (34350.200000 sec): 3 clusters
  Score: Raw -904032.266977 + Penalty 4235.806608 = -899796.460369
  nChanged 133
		SP:Iteration 11Q (34350.410000 sec): 3 clusters
  Score: Raw -904129.076129 + Penalty 4235.806608 = -899893.269520
  nChanged 130
		SP:Iteration 12Q (34350.610000 sec): 3 clusters
  Score: Raw -904217.237899 + Penalty 4235.806608 = -899981.431291
  nChanged 134
		SP:Iteration 13Q (34350.820000 sec): 3 clusters
  Score: Raw -904303.988616 + Penalty 4235.806608 = -900068.182007
  nChanged 125
		SP:Iteration 14Q (34351.020000 sec): 3 clusters
  Score: Raw -904395.638377 + Penalty 4235.806608 = -900159.831769
  nChanged 120
		SP:Iteration 15Q (34351.220000 sec): 3 clusters
  Score: Raw -904486.850838 + Penalty 4235.806608 = -900251.044230
  nChanged 112
		SP:Iteration 16Q (34351.430000 sec): 3 clusters
  Score: Raw -904573.197231 + Penalty 4235.806608 = -900337.390622
  nChanged 98
		SP:Iteration 17Q (34351.630000 sec): 3 clusters
  Score: Raw -904637.216386 + Penalty 4235.806608 = -900401.409777
  nChanged 71
		SP:Iteration 18Q (34351.840000 sec): 3 clusters
  Score: Raw -904683.184272 + Penalty 4235.806608 = -900447.377663
  nChanged 73
		SP:Iteration 19Q (34352.040000 sec): 3 clusters
  Score: Raw -904734.874516 + Penalty 4235.806608 = -900499.067908
  nChanged 59
		SP:Iteration 20F (34352.200000 sec): 3 clusters
  Score: Raw -904771.779822 + Penalty 4235.806608 = -900535.973213
  nChanged 57
		SP:Iteration 21Q (34352.370000 sec): 3 clusters
  Score: Raw -904806.206859 + Penalty 4235.806608 = -900570.400251
  nChanged 52
		SP:Iteration 22Q (34352.530000 sec): 3 clusters
  Score: Raw -904840.140350 + Penalty 4235.806608 = -900604.333741
  nChanged 51
		SP:Iteration 23Q (34352.690000 sec): 3 clusters
  Score: Raw -904880.817768 + Penalty 4235.806608 = -900645.011159
  nChanged 49
		SP:Iteration 24Q (34352.850000 sec): 3 clusters
  Score: Raw -904926.884784 + Penalty 4235.806608 = -900691.078175
  nChanged 60
		SP:Iteration 25Q (34353.010000 sec): 3 clusters
  Score: Raw -904987.524759 + Penalty 4235.806608 = -900751.718150
  nChanged 59
		SP:Iteration 26Q (34353.170000 sec): 3 clusters
  Score: Raw -905045.931780 + Penalty 4235.806608 = -900810.125171
  nChanged 61
		SP:Iteration 27Q (34353.330000 sec): 3 clusters
  Score: Raw -905111.095977 + Penalty 4235.806608 = -900875.289369
  nChanged 61
		SP:Iteration 28Q (34353.490000 sec): 3 clusters
  Score: Raw -905170.378133 + Penalty 4235.806608 = -900934.571524
  nChanged 57
		SP:Iteration 29Q (34353.650000 sec): 3 clusters
  Score: Raw -905226.869894 + Penalty 4235.806608 = -900991.063285
  nChanged 39
		SP:Iteration 30Q (34353.840000 sec): 3 clusters
  Score: Raw -905258.809947 + Penalty 4235.806608 = -901023.003339
  nChanged 26
		SP:Iteration 31Q (34353.930000 sec): 3 clusters
  Score: Raw -905280.319197 + Penalty 4235.806608 = -901044.512589
  nChanged 26
		SP:Iteration 32Q (34354.030000 sec): 3 clusters
  Score: Raw -905299.302519 + Penalty 4235.806608 = -901063.495910
  nChanged 18
		SP:Iteration 33Q (34354.130000 sec): 3 clusters
  Score: Raw -905309.767329 + Penalty 4235.806608 = -901073.960721
  nChanged 10
		SP:Iteration 34Q (34354.230000 sec): 3 clusters
  Score: Raw -905316.375691 + Penalty 4235.806608 = -901080.569082
  nChanged 8
		SP:Iteration 35Q (34354.330000 sec): 3 clusters
  Score: Raw -905320.662117 + Penalty 4235.806608 = -901084.855509
  nChanged 7
		SP:Iteration 36Q (34354.430000 sec): 3 clusters
  Score: Raw -905324.506867 + Penalty 4235.806608 = -901088.700259
  nChanged 5
		SP:Iteration 37Q (34354.540000 sec): 3 clusters
  Score: Raw -905327.480355 + Penalty 4235.806608 = -901091.673746
  nChanged 5
		SP:Iteration 38Q (34354.740000 sec): 3 clusters
  Score: Raw -905330.261525 + Penalty 4235.806608 = -901094.454917
  nChanged 3
		SP:Iteration 39Q (34354.880000 sec): 3 clusters
  Score: Raw -905331.539631 + Penalty 4235.806608 = -901095.733022
  nChanged 1
		SP:Iteration 40F (34354.990000 sec): 3 clusters
  Score: Raw -905331.841688 + Penalty 4235.806608 = -901096.035080
  nChanged 1
		SP:Iteration 41Q (34355.090000 sec): 3 clusters
  Score: Raw -905332.251770 + Penalty 4235.806608 = -901096.445162
  nChanged 0
		SP:Iteration 42F (34355.210000 sec): 3 clusters
  Score: Raw -905332.251770 + Penalty 4235.806608 = -901096.445162
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34355.260000 sec): 2 clusters
  Score: Raw -60296.914253 + Penalty 1499.748300 = -58797.165952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34355.280000 sec): 3 clusters
  Score: Raw -60547.269712 + Penalty 2999.496601 = -57547.773112
  nChanged 90
		SP:Iteration 1F (34355.300000 sec): 3 clusters
  Score: Raw -60897.356768 + Penalty 2999.496601 = -57897.860167
  nChanged 47
		SP:Iteration 2F (34355.330000 sec): 3 clusters
  Score: Raw -61128.731046 + Penalty 2999.496601 = -58129.234445
  nChanged 27
		SP:Iteration 3F (34355.350000 sec): 3 clusters
  Score: Raw -61244.443886 + Penalty 2999.496601 = -58244.947286
  nChanged 24
		SP:Iteration 4F (34355.370000 sec): 3 clusters
  Score: Raw -61393.239381 + Penalty 2999.496601 = -58393.742780
  nChanged 17
		SP:Iteration 5Q (34355.390000 sec): 3 clusters
  Score: Raw -61495.364303 + Penalty 2999.496601 = -58495.867702
  nChanged 11
		SP:Iteration 6Q (34355.410000 sec): 3 clusters
  Score: Raw -61538.923565 + Penalty 2999.496601 = -58539.426964
  nChanged 4
		SP:Iteration 7Q (34355.420000 sec): 3 clusters
  Score: Raw -61550.671429 + Penalty 2999.496601 = -58551.174828
  nChanged 5
		SP:Iteration 8Q (34355.430000 sec): 3 clusters
  Score: Raw -61567.028195 + Penalty 2999.496601 = -58567.531594
  nChanged 3
		SP:Iteration 9Q (34355.450000 sec): 3 clusters
  Score: Raw -61584.645393 + Penalty 2999.496601 = -58585.148792
  nChanged 1
		SP:Iteration 10Q (34355.470000 sec): 3 clusters
  Score: Raw -61594.149306 + Penalty 2999.496601 = -58594.652705
  nChanged 0
		SP:Iteration 11F (34355.490000 sec): 3 clusters
  Score: Raw -61594.149306 + Penalty 2999.496601 = -58594.652705
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34355.550000 sec): 2 clusters
  Score: Raw -280554.485955 + Penalty 1817.289574 = -278737.196381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34355.590000 sec): 3 clusters
  Score: Raw -280094.424382 + Penalty 3634.579147 = -276459.845235
  nChanged 445
		SP:Iteration 1F (34355.630000 sec): 3 clusters
  Score: Raw -280469.709112 + Penalty 3634.579147 = -276835.129965
  nChanged 105
		SP:Iteration 2F (34355.670000 sec): 3 clusters
  Score: Raw -280572.132970 + Penalty 3634.579147 = -276937.553823
  nChanged 51
		SP:Iteration 3Q (34355.710000 sec): 3 clusters
  Score: Raw -280625.729386 + Penalty 3634.579147 = -276991.150238
  nChanged 35
		SP:Iteration 4Q (34355.750000 sec): 3 clusters
  Score: Raw -280665.547489 + Penalty 3634.579147 = -277030.968342
  nChanged 26
		SP:Iteration 5Q (34355.790000 sec): 3 clusters
  Score: Raw -280689.100768 + Penalty 3634.579147 = -277054.521621
  nChanged 13
		SP:Iteration 6Q (34355.830000 sec): 3 clusters
  Score: Raw -280697.954560 + Penalty 3634.579147 = -277063.375412
  nChanged 9
		SP:Iteration 7Q (34355.870000 sec): 3 clusters
  Score: Raw -280706.370839 + Penalty 3634.579147 = -277071.791692
  nChanged 10
		SP:Iteration 8Q (34355.910000 sec): 3 clusters
  Score: Raw -280714.118621 + Penalty 3634.579147 = -277079.539474
  nChanged 5
		SP:Iteration 9Q (34355.950000 sec): 3 clusters
  Score: Raw -280717.217368 + Penalty 3634.579147 = -277082.638221
  nChanged 8
		SP:Iteration 10Q (34355.990000 sec): 3 clusters
  Score: Raw -280729.485768 + Penalty 3634.579147 = -277094.906621
  nChanged 15
		SP:Iteration 11Q (34356.030000 sec): 3 clusters
  Score: Raw -280740.410265 + Penalty 3634.579147 = -277105.831118
  nChanged 12
		SP:Iteration 12Q (34356.070000 sec): 3 clusters
  Score: Raw -280748.180483 + Penalty 3634.579147 = -277113.601336
  nChanged 5
		SP:Iteration 13Q (34356.110000 sec): 3 clusters
  Score: Raw -280751.694670 + Penalty 3634.579147 = -277117.115523
  nChanged 3
		SP:Iteration 14Q (34356.150000 sec): 3 clusters
  Score: Raw -280755.460690 + Penalty 3634.579147 = -277120.881543
  nChanged 2
		SP:Iteration 15Q (34356.190000 sec): 3 clusters
  Score: Raw -280757.142078 + Penalty 3634.579147 = -277122.562931
  nChanged 2
		SP:Iteration 16Q (34356.230000 sec): 3 clusters
  Score: Raw -280760.141948 + Penalty 3634.579147 = -277125.562801
  nChanged 2
		SP:Iteration 17Q (34356.270000 sec): 3 clusters
  Score: Raw -280761.127718 + Penalty 3634.579147 = -277126.548571
  nChanged 1
		SP:Iteration 18Q (34356.310000 sec): 3 clusters
  Score: Raw -280762.703400 + Penalty 3634.579147 = -277128.124253
  nChanged 0
		SP:Iteration 19F (34356.350000 sec): 3 clusters
  Score: Raw -280762.703400 + Penalty 3634.579147 = -277128.124253
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34356.380000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34356.390000 sec): 3 clusters
  Score: Raw -27824.311892 + Penalty 2742.596827 = -25081.715064
  nChanged 24
		SP:Iteration 1F (34356.390000 sec): 3 clusters
  Score: Raw -27906.252718 + Penalty 2742.596827 = -25163.655890
  nChanged 5
		SP:Iteration 2Q (34356.400000 sec): 3 clusters
  Score: Raw -27921.595348 + Penalty 2742.596827 = -25178.998520
  nChanged 2
		SP:Iteration 3Q (34356.410000 sec): 3 clusters
  Score: Raw -27928.607934 + Penalty 2742.596827 = -25186.011106
  nChanged 1
		SP:Iteration 4Q (34356.420000 sec): 3 clusters
  Score: Raw -27929.365253 + Penalty 2742.596827 = -25186.768426
  nChanged 1
		SP:Iteration 5Q (34356.430000 sec): 3 clusters
  Score: Raw -27934.688014 + Penalty 2742.596827 = -25192.091187
  nChanged 0
		SP:Iteration 6F (34356.430000 sec): 3 clusters
  Score: Raw -27934.688014 + Penalty 2742.596827 = -25192.091187
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34356.480000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34356.510000 sec): 3 clusters
  Score: Raw -218617.469521 + Penalty 3502.847050 = -215114.622472
  nChanged 332
		SP:Iteration 1F (34356.540000 sec): 3 clusters
  Score: Raw -218929.344409 + Penalty 3502.847050 = -215426.497359
  nChanged 80
		SP:Iteration 2F (34356.570000 sec): 3 clusters
  Score: Raw -219017.646165 + Penalty 3502.847050 = -215514.799116
  nChanged 46
		SP:Iteration 3Q (34356.610000 sec): 3 clusters
  Score: Raw -219082.058193 + Penalty 3502.847050 = -215579.211144
  nChanged 32
		SP:Iteration 4Q (34356.640000 sec): 3 clusters
  Score: Raw -219127.911704 + Penalty 3502.847050 = -215625.064654
  nChanged 21
		SP:Iteration 5Q (34356.670000 sec): 3 clusters
  Score: Raw -219155.769303 + Penalty 3502.847050 = -215652.922253
  nChanged 18
		SP:Iteration 6Q (34356.700000 sec): 3 clusters
  Score: Raw -219205.449665 + Penalty 3502.847050 = -215702.602615
  nChanged 21
		SP:Iteration 7Q (34356.730000 sec): 3 clusters
  Score: Raw -219262.251122 + Penalty 3502.847050 = -215759.404073
  nChanged 35
		SP:Iteration 8Q (34356.770000 sec): 3 clusters
  Score: Raw -219339.331313 + Penalty 3502.847050 = -215836.484263
  nChanged 28
		SP:Iteration 9Q (34356.800000 sec): 3 clusters
  Score: Raw -219383.237050 + Penalty 3502.847050 = -215880.390000
  nChanged 31
		SP:Iteration 10Q (34356.830000 sec): 3 clusters
  Score: Raw -219422.809554 + Penalty 3502.847050 = -215919.962504
  nChanged 34
		SP:Iteration 11Q (34356.860000 sec): 3 clusters
  Score: Raw -219463.942659 + Penalty 3502.847050 = -215961.095609
  nChanged 30
		SP:Iteration 12Q (34356.890000 sec): 3 clusters
  Score: Raw -219502.517271 + Penalty 3502.847050 = -215999.670221
  nChanged 25
		SP:Iteration 13Q (34356.930000 sec): 3 clusters
  Score: Raw -219539.986887 + Penalty 3502.847050 = -216037.139837
  nChanged 29
		SP:Iteration 14Q (34356.960000 sec): 3 clusters
  Score: Raw -219595.699175 + Penalty 3502.847050 = -216092.852126
  nChanged 31
		SP:Iteration 15Q (34356.990000 sec): 3 clusters
  Score: Raw -219645.075028 + Penalty 3502.847050 = -216142.227978
  nChanged 23
		SP:Iteration 16Q (34357.020000 sec): 3 clusters
  Score: Raw -219679.523979 + Penalty 3502.847050 = -216176.676930
  nChanged 26
		SP:Iteration 17Q (34357.050000 sec): 3 clusters
  Score: Raw -219714.450083 + Penalty 3502.847050 = -216211.603034
  nChanged 20
		SP:Iteration 18Q (34357.090000 sec): 3 clusters
  Score: Raw -219741.543938 + Penalty 3502.847050 = -216238.696888
  nChanged 16
		SP:Iteration 19Q (34357.120000 sec): 3 clusters
  Score: Raw -219766.998999 + Penalty 3502.847050 = -216264.151949
  nChanged 12
		SP:Iteration 20F (34357.150000 sec): 3 clusters
  Score: Raw -219781.597245 + Penalty 3502.847050 = -216278.750196
  nChanged 7
		SP:Iteration 21Q (34357.180000 sec): 3 clusters
  Score: Raw -219790.903770 + Penalty 3502.847050 = -216288.056720
  nChanged 6
		SP:Iteration 22Q (34357.210000 sec): 3 clusters
  Score: Raw -219799.643272 + Penalty 3502.847050 = -216296.796223
  nChanged 7
		SP:Iteration 23Q (34357.250000 sec): 3 clusters
  Score: Raw -219808.422542 + Penalty 3502.847050 = -216305.575492
  nChanged 3
		SP:Iteration 24Q (34357.280000 sec): 3 clusters
  Score: Raw -219814.117417 + Penalty 3502.847050 = -216311.270368
  nChanged 0
		SP:Iteration 25F (34357.310000 sec): 3 clusters
  Score: Raw -219814.117417 + Penalty 3502.847050 = -216311.270368
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34357.340000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34357.350000 sec): 3 clusters
  Score: Raw -37361.542730 + Penalty 2681.957199 = -34679.585531
  nChanged 9
		SP:Iteration 1Q (34357.360000 sec): 3 clusters
  Score: Raw -37412.239710 + Penalty 2681.957199 = -34730.282512
  nChanged 0
		SP:Iteration 2F (34357.360000 sec): 3 clusters
  Score: Raw -37412.239710 + Penalty 2681.957199 = -34730.282512
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34357.390000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34357.390000 sec): 3 clusters
  Score: Raw -33593.204812 + Penalty 2652.165335 = -30941.039477
  nChanged 22
		SP:Iteration 1F (34357.400000 sec): 3 clusters
  Score: Raw -33678.637917 + Penalty 2652.165335 = -31026.472582
  nChanged 3
		SP:Iteration 2Q (34357.410000 sec): 3 clusters
  Score: Raw -33691.234504 + Penalty 2652.165335 = -31039.069169
  nChanged 0
		SP:Iteration 3F (34357.420000 sec): 3 clusters
  Score: Raw -33691.234504 + Penalty 2652.165335 = -31039.069169
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34357.440000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34357.450000 sec): 3 clusters
  Score: Raw -35807.824811 + Penalty 2707.954415 = -33099.870396
  nChanged 24
		SP:Iteration 1F (34357.450000 sec): 3 clusters
  Score: Raw -35901.259866 + Penalty 2707.954415 = -33193.305451
  nChanged 4
		SP:Iteration 2Q (34357.460000 sec): 3 clusters
  Score: Raw -35922.540306 + Penalty 2707.954415 = -33214.585891
  nChanged 0
		SP:Iteration 3F (34357.470000 sec): 3 clusters
  Score: Raw -35922.540306 + Penalty 2707.954415 = -33214.585891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34357.610000 sec): 2 clusters
  Score: Raw -2515304.849951 + Penalty 2359.836401 = -2512945.013550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34357.950000 sec): 3 clusters
  Score: Raw -2507713.469816 + Penalty 4719.672802 = -2502993.797015
  nChanged 5785
		SP:Iteration 1F (34358.190000 sec): 3 clusters
  Score: Raw -2510763.220219 + Penalty 4719.672802 = -2506043.547418
  nChanged 798
		SP:Iteration 2F (34358.470000 sec): 3 clusters
  Score: Raw -2511108.342012 + Penalty 4719.672802 = -2506388.669211
  nChanged 698
		SP:Iteration 3F (34358.750000 sec): 3 clusters
  Score: Raw -2511450.932007 + Penalty 4719.672802 = -2506731.259205
  nChanged 654
		SP:Iteration 4Q (34359.040000 sec): 3 clusters
  Score: Raw -2511773.233019 + Penalty 4719.672802 = -2507053.560217
  nChanged 621
		SP:Iteration 5Q (34359.240000 sec): 3 clusters
  Score: Raw -2512090.845373 + Penalty 4719.672802 = -2507371.172572
  nChanged 599
		SP:Iteration 6Q (34359.580000 sec): 3 clusters
  Score: Raw -2512430.706081 + Penalty 4719.672802 = -2507711.033279
  nChanged 607
		SP:Iteration 7Q (34359.870000 sec): 3 clusters
  Score: Raw -2512827.410591 + Penalty 4719.672802 = -2508107.737789
  nChanged 641
		SP:Iteration 8Q (34360.200000 sec): 3 clusters
  Score: Raw -2513256.407487 + Penalty 4719.672802 = -2508536.734685
  nChanged 604
		SP:Iteration 9Q (34360.490000 sec): 3 clusters
  Score: Raw -2513681.819741 + Penalty 4719.672802 = -2508962.146940
  nChanged 570
		SP:Iteration 10Q (34360.680000 sec): 3 clusters
  Score: Raw -2514088.000699 + Penalty 4719.672802 = -2509368.327898
  nChanged 537
		SP:Iteration 11Q (34360.980000 sec): 3 clusters
  Score: Raw -2514458.923850 + Penalty 4719.672802 = -2509739.251048
  nChanged 441
		SP:Iteration 12Q (34361.170000 sec): 3 clusters
  Score: Raw -2514768.332697 + Penalty 4719.672802 = -2510048.659896
  nChanged 389
		SP:Iteration 13Q (34361.470000 sec): 3 clusters
  Score: Raw -2515015.455007 + Penalty 4719.672802 = -2510295.782206
  nChanged 298
		SP:Iteration 14Q (34361.760000 sec): 3 clusters
  Score: Raw -2515166.426796 + Penalty 4719.672802 = -2510446.753995
  nChanged 224
		SP:Iteration 15Q (34362.060000 sec): 3 clusters
  Score: Raw -2515267.834264 + Penalty 4719.672802 = -2510548.161463
  nChanged 164
		SP:Iteration 16Q (34362.350000 sec): 3 clusters
  Score: Raw -2515332.301211 + Penalty 4719.672802 = -2510612.628410
  nChanged 132
		SP:Iteration 17Q (34362.640000 sec): 3 clusters
  Score: Raw -2515379.055153 + Penalty 4719.672802 = -2510659.382352
  nChanged 95
		SP:Iteration 18Q (34362.870000 sec): 3 clusters
  Score: Raw -2515409.204625 + Penalty 4719.672802 = -2510689.531823
  nChanged 80
		SP:Iteration 19Q (34363.170000 sec): 3 clusters
  Score: Raw -2515431.492222 + Penalty 4719.672802 = -2510711.819420
  nChanged 85
		SP:Iteration 20F (34363.460000 sec): 3 clusters
  Score: Raw -2515459.675635 + Penalty 4719.672802 = -2510740.002833
  nChanged 76
		SP:Iteration 21Q (34363.760000 sec): 3 clusters
  Score: Raw -2515488.622756 + Penalty 4719.672802 = -2510768.949954
  nChanged 71
		SP:Iteration 22Q (34363.980000 sec): 3 clusters
  Score: Raw -2515513.261818 + Penalty 4719.672802 = -2510793.589016
  nChanged 56
		SP:Iteration 23Q (34364.260000 sec): 3 clusters
  Score: Raw -2515529.823152 + Penalty 4719.672802 = -2510810.150350
  nChanged 48
		SP:Iteration 24Q (34364.580000 sec): 3 clusters
  Score: Raw -2515540.995533 + Penalty 4719.672802 = -2510821.322731
  nChanged 28
		SP:Iteration 25Q (34364.870000 sec): 3 clusters
  Score: Raw -2515547.517599 + Penalty 4719.672802 = -2510827.844798
  nChanged 27
		SP:Iteration 26Q (34365.160000 sec): 3 clusters
  Score: Raw -2515554.635951 + Penalty 4719.672802 = -2510834.963149
  nChanged 22
		SP:Iteration 27Q (34365.460000 sec): 3 clusters
  Score: Raw -2515560.076128 + Penalty 4719.672802 = -2510840.403327
  nChanged 24
		SP:Iteration 28Q (34365.740000 sec): 3 clusters
  Score: Raw -2515565.586307 + Penalty 4719.672802 = -2510845.913505
  nChanged 18
		SP:Iteration 29Q (34366.040000 sec): 3 clusters
  Score: Raw -2515570.126601 + Penalty 4719.672802 = -2510850.453799
  nChanged 22
		SP:Iteration 30Q (34366.330000 sec): 3 clusters
  Score: Raw -2515576.049635 + Penalty 4719.672802 = -2510856.376833
  nChanged 21
		SP:Iteration 31Q (34366.620000 sec): 3 clusters
  Score: Raw -2515580.639297 + Penalty 4719.672802 = -2510860.966496
  nChanged 18
		SP:Iteration 32Q (34366.910000 sec): 3 clusters
  Score: Raw -2515584.558538 + Penalty 4719.672802 = -2510864.885737
  nChanged 24
		SP:Iteration 33Q (34367.200000 sec): 3 clusters
  Score: Raw -2515592.091561 + Penalty 4719.672802 = -2510872.418760
  nChanged 28
		SP:Iteration 34Q (34367.430000 sec): 3 clusters
  Score: Raw -2515598.121108 + Penalty 4719.672802 = -2510878.448306
  nChanged 25
		SP:Iteration 35Q (34367.740000 sec): 3 clusters
  Score: Raw -2515604.986283 + Penalty 4719.672802 = -2510885.313482
  nChanged 26
		SP:Iteration 36Q (34367.990000 sec): 3 clusters
  Score: Raw -2515611.548295 + Penalty 4719.672802 = -2510891.875493
  nChanged 34
		SP:Iteration 37Q (34368.220000 sec): 3 clusters
  Score: Raw -2515621.729222 + Penalty 4719.672802 = -2510902.056421
  nChanged 31
		SP:Iteration 38Q (34368.520000 sec): 3 clusters
  Score: Raw -2515630.668224 + Penalty 4719.672802 = -2510910.995422
  nChanged 26
		SP:Iteration 39Q (34368.770000 sec): 3 clusters
  Score: Raw -2515637.902402 + Penalty 4719.672802 = -2510918.229601
  nChanged 26
		SP:Iteration 40F (34369.060000 sec): 3 clusters
  Score: Raw -2515644.569538 + Penalty 4719.672802 = -2510924.896737
  nChanged 24
		SP:Iteration 41Q (34369.350000 sec): 3 clusters
  Score: Raw -2515650.062986 + Penalty 4719.672802 = -2510930.390184
  nChanged 22
		SP:Iteration 42Q (34369.600000 sec): 3 clusters
  Score: Raw -2515655.334181 + Penalty 4719.672802 = -2510935.661380
  nChanged 18
		SP:Iteration 43Q (34369.880000 sec): 3 clusters
  Score: Raw -2515660.305253 + Penalty 4719.672802 = -2510940.632452
  nChanged 22
		SP:Iteration 44Q (34370.180000 sec): 3 clusters
  Score: Raw -2515665.209368 + Penalty 4719.672802 = -2510945.536566
  nChanged 12
		SP:Iteration 45Q (34370.460000 sec): 3 clusters
  Score: Raw -2515668.345853 + Penalty 4719.672802 = -2510948.673051
  nChanged 9
		SP:Iteration 46Q (34370.750000 sec): 3 clusters
  Score: Raw -2515669.885079 + Penalty 4719.672802 = -2510950.212277
  nChanged 8
		SP:Iteration 47Q (34371.040000 sec): 3 clusters
  Score: Raw -2515671.065193 + Penalty 4719.672802 = -2510951.392391
  nChanged 5
		SP:Iteration 48Q (34371.330000 sec): 3 clusters
  Score: Raw -2515671.789367 + Penalty 4719.672802 = -2510952.116565
  nChanged 1
		SP:Iteration 49Q (34371.620000 sec): 3 clusters
  Score: Raw -2515671.854727 + Penalty 4719.672802 = -2510952.181925
  nChanged 0
		SP:Iteration 50F (34371.910000 sec): 3 clusters
  Score: Raw -2515671.854727 + Penalty 4719.672802 = -2510952.181925
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34373.140000 sec): 2 clusters
  Score: Raw -37599021.594449 + Penalty 3039.333487 = -37595982.260962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34374.970000 sec): 3 clusters
  Score: Raw -37461264.381631 + Penalty 6078.666974 = -37455185.714657
  nChanged 101287
		SP:Iteration 1F (34376.890000 sec): 3 clusters
  Score: Raw -37519999.969419 + Penalty 6078.666974 = -37513921.302445
  nChanged 4885
		SP:Iteration 2Q (34378.890000 sec): 3 clusters
  Score: Raw -37520811.041116 + Penalty 6078.666974 = -37514732.374142
  nChanged 4903
		SP:Iteration 3Q (34380.940000 sec): 3 clusters
  Score: Raw -37521692.528431 + Penalty 6078.666974 = -37515613.861458
  nChanged 5166
		SP:Iteration 4Q (34383.020000 sec): 3 clusters
  Score: Raw -37522742.787498 + Penalty 6078.666974 = -37516664.120524
  nChanged 5680
		SP:Iteration 5Q (34385.170000 sec): 3 clusters
  Score: Raw -37524118.090314 + Penalty 6078.666974 = -37518039.423340
  nChanged 6314
		SP:Iteration 6Q (34387.340000 sec): 3 clusters
  Score: Raw -37526021.290562 + Penalty 6078.666974 = -37519942.623588
  nChanged 7575
		SP:Iteration 7Q (34389.310000 sec): 3 clusters
  Score: Raw -37528956.641510 + Penalty 6078.666974 = -37522877.974536
  nChanged 9375
		SP:Iteration 8Q (34391.230000 sec): 3 clusters
  Score: Raw -37533629.019195 + Penalty 6078.666974 = -37527550.352222
  nChanged 11784
		SP:Iteration 9F (34393.120000 sec): 3 clusters
  Score: Raw -37541005.818539 + Penalty 6078.666974 = -37534927.151565
  nChanged 14620
		SP:Iteration 10F (34394.890000 sec): 3 clusters
  Score: Raw -37552132.146842 + Penalty 6078.666974 = -37546053.479869
  nChanged 16467
		SP:Iteration 11F (34396.790000 sec): 3 clusters
  Score: Raw -37566355.814063 + Penalty 6078.666974 = -37560277.147089
  nChanged 15372
		SP:Iteration 12F (34398.750000 sec): 3 clusters
  Score: Raw -37580449.010223 + Penalty 6078.666974 = -37574370.343249
  nChanged 11151
		SP:Iteration 13F (34400.700000 sec): 3 clusters
  Score: Raw -37590619.686490 + Penalty 6078.666974 = -37584541.019516
  nChanged 6259
		SP:Iteration 14Q (34402.640000 sec): 3 clusters
  Score: Raw -37596017.848514 + Penalty 6078.666974 = -37589939.181540
  nChanged 2915
		SP:Iteration 15Q (34404.440000 sec): 3 clusters
  Score: Raw -37598394.726327 + Penalty 6078.666974 = -37592316.059353
  nChanged 1362
		SP:Iteration 16Q (34406.210000 sec): 3 clusters
  Score: Raw -37599498.007741 + Penalty 6078.666974 = -37593419.340767
  nChanged 672
		SP:Iteration 17Q (34408.000000 sec): 3 clusters
  Score: Raw -37600023.350991 + Penalty 6078.666974 = -37593944.684018
  nChanged 365
		SP:Iteration 18Q (34409.720000 sec): 3 clusters
  Score: Raw -37600340.076476 + Penalty 6078.666974 = -37594261.409502
  nChanged 262
		SP:Iteration 19Q (34411.340000 sec): 3 clusters
  Score: Raw -37600555.779530 + Penalty 6078.666974 = -37594477.112557
  nChanged 201
		SP:Iteration 20F (34413.140000 sec): 3 clusters
  Score: Raw -37600718.144204 + Penalty 6078.666974 = -37594639.477230
  nChanged 157
		SP:Iteration 21Q (34414.860000 sec): 3 clusters
  Score: Raw -37600840.386136 + Penalty 6078.666974 = -37594761.719162
  nChanged 158
		SP:Iteration 22Q (34416.570000 sec): 3 clusters
  Score: Raw -37600965.016814 + Penalty 6078.666974 = -37594886.349840
  nChanged 146
		SP:Iteration 23Q (34418.310000 sec): 3 clusters
  Score: Raw -37601077.183338 + Penalty 6078.666974 = -37594998.516365
  nChanged 118
		SP:Iteration 24Q (34420.050000 sec): 3 clusters
  Score: Raw -37601160.821244 + Penalty 6078.666974 = -37595082.154271
  nChanged 100
		SP:Iteration 25Q (34421.800000 sec): 3 clusters
  Score: Raw -37601231.559020 + Penalty 6078.666974 = -37595152.892046
  nChanged 98
		SP:Iteration 26Q (34423.480000 sec): 3 clusters
  Score: Raw -37601328.006522 + Penalty 6078.666974 = -37595249.339549
  nChanged 103
		SP:Iteration 27Q (34425.210000 sec): 3 clusters
  Score: Raw -37601445.490956 + Penalty 6078.666974 = -37595366.823982
  nChanged 84
		SP:Iteration 28Q (34426.940000 sec): 3 clusters
  Score: Raw -37601512.250757 + Penalty 6078.666974 = -37595433.583783
  nChanged 48
		SP:Iteration 29Q (34428.580000 sec): 3 clusters
  Score: Raw -37601541.802495 + Penalty 6078.666974 = -37595463.135521
  nChanged 49
		SP:Iteration 30Q (34430.250000 sec): 3 clusters
  Score: Raw -37601566.285616 + Penalty 6078.666974 = -37595487.618642
  nChanged 33
		SP:Iteration 31Q (34431.900000 sec): 3 clusters
  Score: Raw -37601580.312419 + Penalty 6078.666974 = -37595501.645445
  nChanged 15
		SP:Iteration 32Q (34433.500000 sec): 3 clusters
  Score: Raw -37601585.669080 + Penalty 6078.666974 = -37595507.002106
  nChanged 6
		SP:Iteration 33Q (34435.190000 sec): 3 clusters
  Score: Raw -37601587.481035 + Penalty 6078.666974 = -37595508.814061
  nChanged 6
		SP:Iteration 34Q (34436.960000 sec): 3 clusters
  Score: Raw -37601589.085626 + Penalty 6078.666974 = -37595510.418652
  nChanged 3
		SP:Iteration 35Q (34438.590000 sec): 3 clusters
  Score: Raw -37601590.130044 + Penalty 6078.666974 = -37595511.463070
  nChanged 7
		SP:Iteration 36Q (34440.290000 sec): 3 clusters
  Score: Raw -37601592.093205 + Penalty 6078.666974 = -37595513.426231
  nChanged 4
		SP:Iteration 37Q (34442.060000 sec): 3 clusters
  Score: Raw -37601593.166823 + Penalty 6078.666974 = -37595514.499849
  nChanged 1
		SP:Iteration 38Q (34443.850000 sec): 3 clusters
  Score: Raw -37601593.358343 + Penalty 6078.666974 = -37595514.691369
  nChanged 0
		SP:Iteration 39F (34445.700000 sec): 3 clusters
  Score: Raw -37601593.358343 + Penalty 6078.666974 = -37595514.691369
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34445.970000 sec): 2 clusters
  Score: Raw -3607938.250887 + Penalty 2468.212107 = -3605470.038780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34446.300000 sec): 3 clusters
  Score: Raw -3595673.477490 + Penalty 4936.424215 = -3590737.053275
  nChanged 9301
		SP:Iteration 1F (34446.630000 sec): 3 clusters
  Score: Raw -3600797.228276 + Penalty 4936.424215 = -3595860.804061
  nChanged 1177
		SP:Iteration 2F (34446.880000 sec): 3 clusters
  Score: Raw -3601292.918818 + Penalty 4936.424215 = -3596356.494603
  nChanged 1113
		SP:Iteration 3F (34447.220000 sec): 3 clusters
  Score: Raw -3601896.456378 + Penalty 4936.424215 = -3596960.032163
  nChanged 1183
		SP:Iteration 4F (34447.490000 sec): 3 clusters
  Score: Raw -3602831.681988 + Penalty 4936.424215 = -3597895.257773
  nChanged 1463
		SP:Iteration 5F (34447.840000 sec): 3 clusters
  Score: Raw -3604201.141255 + Penalty 4936.424215 = -3599264.717041
  nChanged 1639
		SP:Iteration 6F (34448.170000 sec): 3 clusters
  Score: Raw -3605790.820939 + Penalty 4936.424215 = -3600854.396724
  nChanged 1630
		SP:Iteration 7F (34448.510000 sec): 3 clusters
  Score: Raw -3607195.922206 + Penalty 4936.424215 = -3602259.497991
  nChanged 1285
		SP:Iteration 8F (34448.840000 sec): 3 clusters
  Score: Raw -3608118.580229 + Penalty 4936.424215 = -3603182.156015
  nChanged 985
		SP:Iteration 9Q (34449.160000 sec): 3 clusters
  Score: Raw -3608678.909223 + Penalty 4936.424215 = -3603742.485008
  nChanged 727
		SP:Iteration 10Q (34449.500000 sec): 3 clusters
  Score: Raw -3609002.911063 + Penalty 4936.424215 = -3604066.486848
  nChanged 513
		SP:Iteration 11Q (34449.840000 sec): 3 clusters
  Score: Raw -3609169.130239 + Penalty 4936.424215 = -3604232.706025
  nChanged 391
		SP:Iteration 12Q (34450.180000 sec): 3 clusters
  Score: Raw -3609275.632768 + Penalty 4936.424215 = -3604339.208553
  nChanged 323
		SP:Iteration 13Q (34450.530000 sec): 3 clusters
  Score: Raw -3609359.596087 + Penalty 4936.424215 = -3604423.171872
  nChanged 270
		SP:Iteration 14Q (34450.870000 sec): 3 clusters
  Score: Raw -3609423.001120 + Penalty 4936.424215 = -3604486.576905
  nChanged 251
		SP:Iteration 15Q (34451.210000 sec): 3 clusters
  Score: Raw -3609479.102663 + Penalty 4936.424215 = -3604542.678449
  nChanged 250
		SP:Iteration 16Q (34451.550000 sec): 3 clusters
  Score: Raw -3609533.291840 + Penalty 4936.424215 = -3604596.867625
  nChanged 241
		SP:Iteration 17Q (34451.890000 sec): 3 clusters
  Score: Raw -3609585.294669 + Penalty 4936.424215 = -3604648.870455
  nChanged 227
		SP:Iteration 18Q (34452.240000 sec): 3 clusters
  Score: Raw -3609631.785319 + Penalty 4936.424215 = -3604695.361104
  nChanged 202
		SP:Iteration 19Q (34452.580000 sec): 3 clusters
  Score: Raw -3609670.886158 + Penalty 4936.424215 = -3604734.461944
  nChanged 209
		SP:Iteration 20F (34452.920000 sec): 3 clusters
  Score: Raw -3609712.336296 + Penalty 4936.424215 = -3604775.912082
  nChanged 198
		SP:Iteration 21Q (34453.260000 sec): 3 clusters
  Score: Raw -3609752.545732 + Penalty 4936.424215 = -3604816.121518
  nChanged 196
		SP:Iteration 22Q (34453.610000 sec): 3 clusters
  Score: Raw -3609791.549187 + Penalty 4936.424215 = -3604855.124972
  nChanged 178
		SP:Iteration 23Q (34453.950000 sec): 3 clusters
  Score: Raw -3609825.802397 + Penalty 4936.424215 = -3604889.378182
  nChanged 167
		SP:Iteration 24Q (34454.290000 sec): 3 clusters
  Score: Raw -3609856.640810 + Penalty 4936.424215 = -3604920.216596
  nChanged 184
		SP:Iteration 25Q (34454.630000 sec): 3 clusters
  Score: Raw -3609889.660685 + Penalty 4936.424215 = -3604953.236471
  nChanged 150
		SP:Iteration 26Q (34454.970000 sec): 3 clusters
  Score: Raw -3609914.637334 + Penalty 4936.424215 = -3604978.213119
  nChanged 133
		SP:Iteration 27Q (34455.310000 sec): 3 clusters
  Score: Raw -3609937.873263 + Penalty 4936.424215 = -3605001.449048
  nChanged 133
		SP:Iteration 28Q (34455.580000 sec): 3 clusters
  Score: Raw -3609961.701150 + Penalty 4936.424215 = -3605025.276935
  nChanged 125
		SP:Iteration 29Q (34455.920000 sec): 3 clusters
  Score: Raw -3609985.057799 + Penalty 4936.424215 = -3605048.633585
  nChanged 106
		SP:Iteration 30Q (34456.270000 sec): 3 clusters
  Score: Raw -3610002.557641 + Penalty 4936.424215 = -3605066.133426
  nChanged 92
		SP:Iteration 31Q (34456.610000 sec): 3 clusters
  Score: Raw -3610016.710482 + Penalty 4936.424215 = -3605080.286268
  nChanged 94
		SP:Iteration 32Q (34456.950000 sec): 3 clusters
  Score: Raw -3610032.449665 + Penalty 4936.424215 = -3605096.025450
  nChanged 87
		SP:Iteration 33Q (34457.290000 sec): 3 clusters
  Score: Raw -3610046.402784 + Penalty 4936.424215 = -3605109.978569
  nChanged 91
		SP:Iteration 34Q (34457.600000 sec): 3 clusters
  Score: Raw -3610060.732739 + Penalty 4936.424215 = -3605124.308524
  nChanged 74
		SP:Iteration 35Q (34457.920000 sec): 3 clusters
  Score: Raw -3610070.550827 + Penalty 4936.424215 = -3605134.126612
  nChanged 64
		SP:Iteration 36Q (34458.310000 sec): 3 clusters
  Score: Raw -3610079.367021 + Penalty 4936.424215 = -3605142.942806
  nChanged 43
		SP:Iteration 37Q (34458.660000 sec): 3 clusters
  Score: Raw -3610084.134254 + Penalty 4936.424215 = -3605147.710039
  nChanged 31
		SP:Iteration 38Q (34458.980000 sec): 3 clusters
  Score: Raw -3610087.709153 + Penalty 4936.424215 = -3605151.284938
  nChanged 33
		SP:Iteration 39Q (34459.310000 sec): 3 clusters
  Score: Raw -3610090.887106 + Penalty 4936.424215 = -3605154.462891
  nChanged 29
		SP:Iteration 40F (34459.650000 sec): 3 clusters
  Score: Raw -3610094.050597 + Penalty 4936.424215 = -3605157.626382
  nChanged 43
		SP:Iteration 41Q (34459.980000 sec): 3 clusters
  Score: Raw -3610098.776022 + Penalty 4936.424215 = -3605162.351807
  nChanged 34
		SP:Iteration 42Q (34460.360000 sec): 3 clusters
  Score: Raw -3610102.391044 + Penalty 4936.424215 = -3605165.966830
  nChanged 31
		SP:Iteration 43Q (34460.690000 sec): 3 clusters
  Score: Raw -3610105.295537 + Penalty 4936.424215 = -3605168.871322
  nChanged 21
		SP:Iteration 44Q (34461.040000 sec): 3 clusters
  Score: Raw -3610107.205165 + Penalty 4936.424215 = -3605170.780950
  nChanged 20
		SP:Iteration 45Q (34461.390000 sec): 3 clusters
  Score: Raw -3610109.103664 + Penalty 4936.424215 = -3605172.679449
  nChanged 15
		SP:Iteration 46Q (34461.810000 sec): 3 clusters
  Score: Raw -3610110.862638 + Penalty 4936.424215 = -3605174.438424
  nChanged 18
		SP:Iteration 47Q (34462.130000 sec): 3 clusters
  Score: Raw -3610112.353133 + Penalty 4936.424215 = -3605175.928918
  nChanged 16
		SP:Iteration 48Q (34462.460000 sec): 3 clusters
  Score: Raw -3610113.591574 + Penalty 4936.424215 = -3605177.167359
  nChanged 10
		SP:Iteration 49Q (34462.810000 sec): 3 clusters
  Score: Raw -3610114.426200 + Penalty 4936.424215 = -3605178.001985
  nChanged 11
		SP:Iteration 50Q (34463.130000 sec): 3 clusters
  Score: Raw -3610115.328554 + Penalty 4936.424215 = -3605178.904339
  nChanged 14
		SP:Iteration 51Q (34463.440000 sec): 3 clusters
  Score: Raw -3610116.431467 + Penalty 4936.424215 = -3605180.007253
  nChanged 11
		SP:Iteration 52Q (34463.770000 sec): 3 clusters
  Score: Raw -3610117.545840 + Penalty 4936.424215 = -3605181.121625
  nChanged 15
		SP:Iteration 53Q (34464.150000 sec): 3 clusters
  Score: Raw -3610119.103307 + Penalty 4936.424215 = -3605182.679092
  nChanged 14
		SP:Iteration 54Q (34464.500000 sec): 3 clusters
  Score: Raw -3610120.344614 + Penalty 4936.424215 = -3605183.920400
  nChanged 6
		SP:Iteration 55Q (34464.850000 sec): 3 clusters
  Score: Raw -3610120.693835 + Penalty 4936.424215 = -3605184.269621
  nChanged 5
		SP:Iteration 56Q (34465.180000 sec): 3 clusters
  Score: Raw -3610121.006208 + Penalty 4936.424215 = -3605184.581994
  nChanged 5
		SP:Iteration 57Q (34465.480000 sec): 3 clusters
  Score: Raw -3610121.375822 + Penalty 4936.424215 = -3605184.951608
  nChanged 7
		SP:Iteration 58Q (34465.830000 sec): 3 clusters
  Score: Raw -3610121.847695 + Penalty 4936.424215 = -3605185.423480
  nChanged 7
		SP:Iteration 59Q (34466.170000 sec): 3 clusters
  Score: Raw -3610122.485557 + Penalty 4936.424215 = -3605186.061343
  nChanged 9
		SP:Iteration 60F (34466.510000 sec): 3 clusters
  Score: Raw -3610123.226746 + Penalty 4936.424215 = -3605186.802531
  nChanged 13
		SP:Iteration 61Q (34466.880000 sec): 3 clusters
  Score: Raw -3610124.188495 + Penalty 4936.424215 = -3605187.764280
  nChanged 8
		SP:Iteration 62Q (34467.130000 sec): 3 clusters
  Score: Raw -3610124.569268 + Penalty 4936.424215 = -3605188.145054
  nChanged 3
		SP:Iteration 63Q (34467.450000 sec): 3 clusters
  Score: Raw -3610124.878561 + Penalty 4936.424215 = -3605188.454346
  nChanged 3
		SP:Iteration 64Q (34467.830000 sec): 3 clusters
  Score: Raw -3610125.104285 + Penalty 4936.424215 = -3605188.680071
  nChanged 2
		SP:Iteration 65Q (34468.170000 sec): 3 clusters
  Score: Raw -3610125.266487 + Penalty 4936.424215 = -3605188.842272
  nChanged 4
		SP:Iteration 66Q (34468.510000 sec): 3 clusters
  Score: Raw -3610125.551327 + Penalty 4936.424215 = -3605189.127112
  nChanged 6
		SP:Iteration 67Q (34468.850000 sec): 3 clusters
  Score: Raw -3610125.968353 + Penalty 4936.424215 = -3605189.544138
  nChanged 8
		SP:Iteration 68Q (34469.160000 sec): 3 clusters
  Score: Raw -3610126.481707 + Penalty 4936.424215 = -3605190.057492
  nChanged 5
		SP:Iteration 69Q (34469.510000 sec): 3 clusters
  Score: Raw -3610126.774840 + Penalty 4936.424215 = -3605190.350625
  nChanged 4
		SP:Iteration 70Q (34469.890000 sec): 3 clusters
  Score: Raw -3610127.234365 + Penalty 4936.424215 = -3605190.810150
  nChanged 8
		SP:Iteration 71Q (34470.230000 sec): 3 clusters
  Score: Raw -3610128.110215 + Penalty 4936.424215 = -3605191.686001
  nChanged 4
		SP:Iteration 72Q (34470.610000 sec): 3 clusters
  Score: Raw -3610128.433785 + Penalty 4936.424215 = -3605192.009571
  nChanged 3
		SP:Iteration 73Q (34470.920000 sec): 3 clusters
  Score: Raw -3610128.661081 + Penalty 4936.424215 = -3605192.236866
  nChanged 2
		SP:Iteration 74Q (34471.260000 sec): 3 clusters
  Score: Raw -3610128.809644 + Penalty 4936.424215 = -3605192.385429
  nChanged 4
		SP:Iteration 75Q (34471.600000 sec): 3 clusters
  Score: Raw -3610129.014751 + Penalty 4936.424215 = -3605192.590536
  nChanged 4
		SP:Iteration 76Q (34471.940000 sec): 3 clusters
  Score: Raw -3610129.263777 + Penalty 4936.424215 = -3605192.839562
  nChanged 4
		SP:Iteration 77Q (34472.280000 sec): 3 clusters
  Score: Raw -3610129.644902 + Penalty 4936.424215 = -3605193.220687
  nChanged 6
		SP:Iteration 78Q (34472.620000 sec): 3 clusters
  Score: Raw -3610130.084530 + Penalty 4936.424215 = -3605193.660316
  nChanged 5
		SP:Iteration 79Q (34472.960000 sec): 3 clusters
  Score: Raw -3610130.444287 + Penalty 4936.424215 = -3605194.020072
  nChanged 7
		SP:Iteration 80F (34473.300000 sec): 3 clusters
  Score: Raw -3610130.918881 + Penalty 4936.424215 = -3605194.494666
  nChanged 8
		SP:Iteration 81Q (34473.630000 sec): 3 clusters
  Score: Raw -3610131.512683 + Penalty 4936.424215 = -3605195.088468
  nChanged 7
		SP:Iteration 82Q (34473.970000 sec): 3 clusters
  Score: Raw -3610132.000482 + Penalty 4936.424215 = -3605195.576267
  nChanged 8
		SP:Iteration 83Q (34474.320000 sec): 3 clusters
  Score: Raw -3610132.488885 + Penalty 4936.424215 = -3605196.064670
  nChanged 6
		SP:Iteration 84Q (34474.660000 sec): 3 clusters
  Score: Raw -3610132.934929 + Penalty 4936.424215 = -3605196.510714
  nChanged 3
		SP:Iteration 85Q (34474.900000 sec): 3 clusters
  Score: Raw -3610133.072626 + Penalty 4936.424215 = -3605196.648412
  nChanged 1
		SP:Iteration 86Q (34475.200000 sec): 3 clusters
  Score: Raw -3610133.154621 + Penalty 4936.424215 = -3605196.730406
  nChanged 1
		SP:Iteration 87Q (34475.540000 sec): 3 clusters
  Score: Raw -3610133.297916 + Penalty 4936.424215 = -3605196.873702
  nChanged 3
		SP:Iteration 88Q (34475.870000 sec): 3 clusters
  Score: Raw -3610133.447225 + Penalty 4936.424215 = -3605197.023010
  nChanged 1
		SP:Iteration 89Q (34476.200000 sec): 3 clusters
  Score: Raw -3610133.635210 + Penalty 4936.424215 = -3605197.210995
  nChanged 0
		SP:Iteration 90F (34476.540000 sec): 3 clusters
  Score: Raw -3610133.635210 + Penalty 4936.424215 = -3605197.210995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34477.190000 sec): 2 clusters
  Score: Raw -17096429.312035 + Penalty 2845.032572 = -17093584.279462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34478.210000 sec): 3 clusters
  Score: Raw -17035124.017962 + Penalty 5690.065145 = -17029433.952817
  nChanged 45398
		SP:Iteration 1F (34479.210000 sec): 3 clusters
  Score: Raw -17061074.345532 + Penalty 5690.065145 = -17055384.280387
  nChanged 3216
		SP:Iteration 2Q (34480.300000 sec): 3 clusters
  Score: Raw -17061834.041728 + Penalty 5690.065145 = -17056143.976583
  nChanged 3032
		SP:Iteration 3Q (34481.380000 sec): 3 clusters
  Score: Raw -17062585.525870 + Penalty 5690.065145 = -17056895.460725
  nChanged 3067
		SP:Iteration 4Q (34482.430000 sec): 3 clusters
  Score: Raw -17063450.592843 + Penalty 5690.065145 = -17057760.527698
  nChanged 3215
		SP:Iteration 5Q (34483.400000 sec): 3 clusters
  Score: Raw -17064430.101441 + Penalty 5690.065145 = -17058740.036296
  nChanged 3336
		SP:Iteration 6Q (34484.330000 sec): 3 clusters
  Score: Raw -17065617.008757 + Penalty 5690.065145 = -17059926.943612
  nChanged 3580
		SP:Iteration 7Q (34485.300000 sec): 3 clusters
  Score: Raw -17067157.454013 + Penalty 5690.065145 = -17061467.388868
  nChanged 4086
		SP:Iteration 8Q (34486.230000 sec): 3 clusters
  Score: Raw -17069213.361850 + Penalty 5690.065145 = -17063523.296705
  nChanged 4782
		SP:Iteration 9Q (34487.240000 sec): 3 clusters
  Score: Raw -17072064.244779 + Penalty 5690.065145 = -17066374.179634
  nChanged 5579
		SP:Iteration 10F (34488.140000 sec): 3 clusters
  Score: Raw -17076021.838330 + Penalty 5690.065145 = -17070331.773185
  nChanged 6210
		SP:Iteration 11F (34489.040000 sec): 3 clusters
  Score: Raw -17080934.654645 + Penalty 5690.065145 = -17075244.589500
  nChanged 6073
		SP:Iteration 12F (34489.950000 sec): 3 clusters
  Score: Raw -17086036.608632 + Penalty 5690.065145 = -17080346.543487
  nChanged 5023
		SP:Iteration 13F (34490.790000 sec): 3 clusters
  Score: Raw -17090412.739416 + Penalty 5690.065145 = -17084722.674271
  nChanged 3559
		SP:Iteration 14Q (34491.750000 sec): 3 clusters
  Score: Raw -17093461.843090 + Penalty 5690.065145 = -17087771.777945
  nChanged 2147
		SP:Iteration 15Q (34492.670000 sec): 3 clusters
  Score: Raw -17095190.326457 + Penalty 5690.065145 = -17089500.261312
  nChanged 1241
		SP:Iteration 16Q (34493.580000 sec): 3 clusters
  Score: Raw -17096121.696979 + Penalty 5690.065145 = -17090431.631834
  nChanged 711
		SP:Iteration 17Q (34494.470000 sec): 3 clusters
  Score: Raw -17096613.991314 + Penalty 5690.065145 = -17090923.926169
  nChanged 538
		SP:Iteration 18Q (34495.340000 sec): 3 clusters
  Score: Raw -17096953.507039 + Penalty 5690.065145 = -17091263.441894
  nChanged 316
		SP:Iteration 19Q (34496.210000 sec): 3 clusters
  Score: Raw -17097134.333150 + Penalty 5690.065145 = -17091444.268005
  nChanged 231
		SP:Iteration 20F (34497.130000 sec): 3 clusters
  Score: Raw -17097244.968113 + Penalty 5690.065145 = -17091554.902968
  nChanged 166
		SP:Iteration 21Q (34498.010000 sec): 3 clusters
  Score: Raw -17097322.847514 + Penalty 5690.065145 = -17091632.782369
  nChanged 138
		SP:Iteration 22Q (34498.940000 sec): 3 clusters
  Score: Raw -17097380.920209 + Penalty 5690.065145 = -17091690.855064
  nChanged 130
		SP:Iteration 23Q (34499.810000 sec): 3 clusters
  Score: Raw -17097437.813662 + Penalty 5690.065145 = -17091747.748517
  nChanged 98
		SP:Iteration 24Q (34500.690000 sec): 3 clusters
  Score: Raw -17097474.338119 + Penalty 5690.065145 = -17091784.272974
  nChanged 76
		SP:Iteration 25Q (34501.560000 sec): 3 clusters
  Score: Raw -17097504.566811 + Penalty 5690.065145 = -17091814.501666
  nChanged 74
		SP:Iteration 26Q (34502.430000 sec): 3 clusters
  Score: Raw -17097529.379753 + Penalty 5690.065145 = -17091839.314608
  nChanged 55
		SP:Iteration 27Q (34503.310000 sec): 3 clusters
  Score: Raw -17097546.798924 + Penalty 5690.065145 = -17091856.733779
  nChanged 48
		SP:Iteration 28Q (34504.090000 sec): 3 clusters
  Score: Raw -17097559.962584 + Penalty 5690.065145 = -17091869.897439
  nChanged 25
		SP:Iteration 29Q (34504.890000 sec): 3 clusters
  Score: Raw -17097568.177295 + Penalty 5690.065145 = -17091878.112150
  nChanged 20
		SP:Iteration 30Q (34505.770000 sec): 3 clusters
  Score: Raw -17097573.546685 + Penalty 5690.065145 = -17091883.481540
  nChanged 20
		SP:Iteration 31Q (34506.630000 sec): 3 clusters
  Score: Raw -17097577.752161 + Penalty 5690.065145 = -17091887.687016
  nChanged 9
		SP:Iteration 32Q (34507.550000 sec): 3 clusters
  Score: Raw -17097580.438709 + Penalty 5690.065145 = -17091890.373564
  nChanged 9
		SP:Iteration 33Q (34508.460000 sec): 3 clusters
  Score: Raw -17097583.498810 + Penalty 5690.065145 = -17091893.433665
  nChanged 16
		SP:Iteration 34Q (34509.330000 sec): 3 clusters
  Score: Raw -17097587.644271 + Penalty 5690.065145 = -17091897.579127
  nChanged 19
		SP:Iteration 35Q (34510.170000 sec): 3 clusters
  Score: Raw -17097592.794739 + Penalty 5690.065145 = -17091902.729594
  nChanged 24
		SP:Iteration 36Q (34511.050000 sec): 3 clusters
  Score: Raw -17097599.000720 + Penalty 5690.065145 = -17091908.935576
  nChanged 17
		SP:Iteration 37Q (34511.920000 sec): 3 clusters
  Score: Raw -17097604.330052 + Penalty 5690.065145 = -17091914.264907
  nChanged 24
		SP:Iteration 38Q (34512.790000 sec): 3 clusters
  Score: Raw -17097610.505140 + Penalty 5690.065145 = -17091920.439995
  nChanged 17
		SP:Iteration 39Q (34513.660000 sec): 3 clusters
  Score: Raw -17097614.180711 + Penalty 5690.065145 = -17091924.115566
  nChanged 11
		SP:Iteration 40F (34514.580000 sec): 3 clusters
  Score: Raw -17097616.636871 + Penalty 5690.065145 = -17091926.571726
  nChanged 11
		SP:Iteration 41Q (34515.550000 sec): 3 clusters
  Score: Raw -17097619.256856 + Penalty 5690.065145 = -17091929.191711
  nChanged 9
		SP:Iteration 42Q (34516.430000 sec): 3 clusters
  Score: Raw -17097621.605807 + Penalty 5690.065145 = -17091931.540662
  nChanged 4
		SP:Iteration 43Q (34517.340000 sec): 3 clusters
  Score: Raw -17097622.697549 + Penalty 5690.065145 = -17091932.632404
  nChanged 6
		SP:Iteration 44Q (34518.220000 sec): 3 clusters
  Score: Raw -17097624.207717 + Penalty 5690.065145 = -17091934.142572
  nChanged 6
		SP:Iteration 45Q (34519.090000 sec): 3 clusters
  Score: Raw -17097625.597519 + Penalty 5690.065145 = -17091935.532374
  nChanged 6
		SP:Iteration 46Q (34519.960000 sec): 3 clusters
  Score: Raw -17097627.375847 + Penalty 5690.065145 = -17091937.310702
  nChanged 5
		SP:Iteration 47Q (34520.840000 sec): 3 clusters
  Score: Raw -17097628.211721 + Penalty 5690.065145 = -17091938.146576
  nChanged 3
		SP:Iteration 48Q (34521.710000 sec): 3 clusters
  Score: Raw -17097628.753086 + Penalty 5690.065145 = -17091938.687941
  nChanged 2
		SP:Iteration 49Q (34522.540000 sec): 3 clusters
  Score: Raw -17097629.271215 + Penalty 5690.065145 = -17091939.206070
  nChanged 1
		SP:Iteration 50Q (34523.410000 sec): 3 clusters
  Score: Raw -17097629.729488 + Penalty 5690.065145 = -17091939.664343
  nChanged 1
		SP:Iteration 51Q (34524.280000 sec): 3 clusters
  Score: Raw -17097630.006398 + Penalty 5690.065145 = -17091939.941253
  nChanged 6
		SP:Iteration 52Q (34525.160000 sec): 3 clusters
  Score: Raw -17097632.076413 + Penalty 5690.065145 = -17091942.011268
  nChanged 7
		SP:Iteration 53Q (34525.970000 sec): 3 clusters
  Score: Raw -17097633.771344 + Penalty 5690.065145 = -17091943.706199
  nChanged 6
		SP:Iteration 54Q (34526.870000 sec): 3 clusters
  Score: Raw -17097635.094583 + Penalty 5690.065145 = -17091945.029438
  nChanged 5
		SP:Iteration 55Q (34527.700000 sec): 3 clusters
  Score: Raw -17097636.492765 + Penalty 5690.065145 = -17091946.427620
  nChanged 4
		SP:Iteration 56Q (34528.610000 sec): 3 clusters
  Score: Raw -17097637.227563 + Penalty 5690.065145 = -17091947.162418
  nChanged 1
		SP:Iteration 57Q (34529.480000 sec): 3 clusters
  Score: Raw -17097637.424766 + Penalty 5690.065145 = -17091947.359621
  nChanged 1
		SP:Iteration 58Q (34530.360000 sec): 3 clusters
  Score: Raw -17097637.776265 + Penalty 5690.065145 = -17091947.711120
  nChanged 0
		SP:Iteration 59F (34531.280000 sec): 3 clusters
  Score: Raw -17097637.776265 + Penalty 5690.065145 = -17091947.711120
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34531.320000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34531.450000 sec): 3 clusters
  Score: Raw -82558.722116 + Penalty 3110.410262 = -79448.311853
  nChanged 90
		SP:Iteration 1F (34531.630000 sec): 3 clusters
  Score: Raw -82747.612001 + Penalty 3110.410262 = -79637.201739
  nChanged 22
		SP:Iteration 2Q (34531.800000 sec): 3 clusters
  Score: Raw -82800.327507 + Penalty 3110.410262 = -79689.917244
  nChanged 18
		SP:Iteration 3Q (34531.980000 sec): 3 clusters
  Score: Raw -82862.870201 + Penalty 3110.410262 = -79752.459939
  nChanged 14
		SP:Iteration 4Q (34532.160000 sec): 3 clusters
  Score: Raw -82889.400712 + Penalty 3110.410262 = -79778.990449
  nChanged 7
		SP:Iteration 5Q (34532.320000 sec): 3 clusters
  Score: Raw -82900.960334 + Penalty 3110.410262 = -79790.550072
  nChanged 3
		SP:Iteration 6Q (34532.480000 sec): 3 clusters
  Score: Raw -82910.663210 + Penalty 3110.410262 = -79800.252947
  nChanged 3
		SP:Iteration 7Q (34532.640000 sec): 3 clusters
  Score: Raw -82920.169072 + Penalty 3110.410262 = -79809.758810
  nChanged 4
		SP:Iteration 8Q (34532.800000 sec): 3 clusters
  Score: Raw -82930.684917 + Penalty 3110.410262 = -79820.274654
  nChanged 3
		SP:Iteration 9Q (34532.960000 sec): 3 clusters
  Score: Raw -82939.429897 + Penalty 3110.410262 = -79829.019634
  nChanged 3
		SP:Iteration 10Q (34533.120000 sec): 3 clusters
  Score: Raw -82949.544008 + Penalty 3110.410262 = -79839.133745
  nChanged 3
		SP:Iteration 11Q (34533.280000 sec): 3 clusters
  Score: Raw -82960.249911 + Penalty 3110.410262 = -79849.839649
  nChanged 4
		SP:Iteration 12Q (34533.430000 sec): 3 clusters
  Score: Raw -82970.234004 + Penalty 3110.410262 = -79859.823742
  nChanged 5
		SP:Iteration 13Q (34533.590000 sec): 3 clusters
  Score: Raw -82989.867910 + Penalty 3110.410262 = -79879.457648
  nChanged 5
		SP:Iteration 14Q (34533.750000 sec): 3 clusters
  Score: Raw -83011.114201 + Penalty 3110.410262 = -79900.703938
  nChanged 5
		SP:Iteration 15Q (34533.910000 sec): 3 clusters
  Score: Raw -83019.220836 + Penalty 3110.410262 = -79908.810574
  nChanged 3
		SP:Iteration 16Q (34534.070000 sec): 3 clusters
  Score: Raw -83026.819364 + Penalty 3110.410262 = -79916.409101
  nChanged 3
		SP:Iteration 17Q (34534.230000 sec): 3 clusters
  Score: Raw -83032.502505 + Penalty 3110.410262 = -79922.092243
  nChanged 1
		SP:Iteration 18Q (34534.390000 sec): 3 clusters
  Score: Raw -83036.769909 + Penalty 3110.410262 = -79926.359647
  nChanged 3
		SP:Iteration 19Q (34534.560000 sec): 3 clusters
  Score: Raw -83041.957477 + Penalty 3110.410262 = -79931.547215
  nChanged 1
		SP:Iteration 20F (34534.730000 sec): 3 clusters
  Score: Raw -83043.066092 + Penalty 3110.410262 = -79932.655830
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34534.820000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34535.000000 sec): 3 clusters
  Score: Raw -34445.237530 + Penalty 2645.028521 = -31800.209009
  nChanged 13
		SP:Iteration 1F (34535.140000 sec): 3 clusters
  Score: Raw -34488.999522 + Penalty 2645.028521 = -31843.971001
  nChanged 2
		SP:Iteration 2Q (34535.140000 sec): 3 clusters
  Score: Raw -34500.583284 + Penalty 2645.028521 = -31855.554762
  nChanged 1
		SP:Iteration 3Q (34535.150000 sec): 3 clusters
  Score: Raw -34502.272865 + Penalty 2645.028521 = -31857.244343
  nChanged 1
		SP:Iteration 4Q (34535.160000 sec): 3 clusters
  Score: Raw -34503.827475 + Penalty 2645.028521 = -31858.798954
  nChanged 1
		SP:Iteration 5Q (34535.160000 sec): 3 clusters
  Score: Raw -34516.538072 + Penalty 2645.028521 = -31871.509551
  nChanged 0
		SP:Iteration 6F (34535.170000 sec): 3 clusters
  Score: Raw -34516.538072 + Penalty 2645.028521 = -31871.509551
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34535.190000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34535.200000 sec): 3 clusters
  Score: Raw -18287.847288 + Penalty 2331.438261 = -15956.409027
  nChanged 1
		SP:Iteration 1Q (34535.200000 sec): 3 clusters
  Score: Raw -18291.043150 + Penalty 2331.438261 = -15959.604889
  nChanged 0
		SP:Iteration 2F (34535.210000 sec): 3 clusters
  Score: Raw -18291.043150 + Penalty 2331.438261 = -15959.604889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34535.240000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34535.270000 sec): 3 clusters
  Score: Raw -79121.029474 + Penalty 3061.163496 = -76059.865977
  nChanged 76
		SP:Iteration 1F (34535.290000 sec): 3 clusters
  Score: Raw -79274.050695 + Penalty 3061.163496 = -76212.887199
  nChanged 20
		SP:Iteration 2Q (34535.310000 sec): 3 clusters
  Score: Raw -79325.404694 + Penalty 3061.163496 = -76264.241198
  nChanged 6
		SP:Iteration 3Q (34535.340000 sec): 3 clusters
  Score: Raw -79340.291373 + Penalty 3061.163496 = -76279.127877
  nChanged 2
		SP:Iteration 4Q (34535.360000 sec): 3 clusters
  Score: Raw -79348.375068 + Penalty 3061.163496 = -76287.211572
  nChanged 1
		SP:Iteration 5Q (34535.380000 sec): 3 clusters
  Score: Raw -79351.224179 + Penalty 3061.163496 = -76290.060682
  nChanged 1
		SP:Iteration 6Q (34535.400000 sec): 3 clusters
  Score: Raw -79352.083810 + Penalty 3061.163496 = -76290.920313
  nChanged 0
		SP:Iteration 7F (34535.430000 sec): 3 clusters
  Score: Raw -79352.083810 + Penalty 3061.163496 = -76290.920313
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34535.460000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34535.490000 sec): 3 clusters
  Score: Raw -132160.026160 + Penalty 3295.965121 = -128864.061039
  nChanged 160
		SP:Iteration 1F (34535.520000 sec): 3 clusters
  Score: Raw -132371.929123 + Penalty 3295.965121 = -129075.964002
  nChanged 42
		SP:Iteration 2F (34535.540000 sec): 3 clusters
  Score: Raw -132434.558141 + Penalty 3295.965121 = -129138.593020
  nChanged 23
		SP:Iteration 3Q (34535.560000 sec): 3 clusters
  Score: Raw -132467.248002 + Penalty 3295.965121 = -129171.282881
  nChanged 12
		SP:Iteration 4Q (34535.590000 sec): 3 clusters
  Score: Raw -132484.320154 + Penalty 3295.965121 = -129188.355033
  nChanged 7
		SP:Iteration 5Q (34535.610000 sec): 3 clusters
  Score: Raw -132497.401191 + Penalty 3295.965121 = -129201.436070
  nChanged 3
		SP:Iteration 6Q (34535.640000 sec): 3 clusters
  Score: Raw -132501.292425 + Penalty 3295.965121 = -129205.327304
  nChanged 2
		SP:Iteration 7Q (34535.660000 sec): 3 clusters
  Score: Raw -132504.138589 + Penalty 3295.965121 = -129208.173469
  nChanged 2
		SP:Iteration 8Q (34535.680000 sec): 3 clusters
  Score: Raw -132507.946155 + Penalty 3295.965121 = -129211.981034
  nChanged 4
		SP:Iteration 9Q (34535.710000 sec): 3 clusters
  Score: Raw -132515.273224 + Penalty 3295.965121 = -129219.308103
  nChanged 1
		SP:Iteration 10Q (34535.730000 sec): 3 clusters
  Score: Raw -132517.070990 + Penalty 3295.965121 = -129221.105869
  nChanged 3
		SP:Iteration 11Q (34535.760000 sec): 3 clusters
  Score: Raw -132521.202162 + Penalty 3295.965121 = -129225.237041
  nChanged 2
		SP:Iteration 12Q (34535.780000 sec): 3 clusters
  Score: Raw -132524.135345 + Penalty 3295.965121 = -129228.170224
  nChanged 4
		SP:Iteration 13Q (34535.800000 sec): 3 clusters
  Score: Raw -132529.433314 + Penalty 3295.965121 = -129233.468193
  nChanged 3
		SP:Iteration 14Q (34535.830000 sec): 3 clusters
  Score: Raw -132533.763300 + Penalty 3295.965121 = -129237.798179
  nChanged 2
		SP:Iteration 15Q (34535.890000 sec): 3 clusters
  Score: Raw -132537.912601 + Penalty 3295.965121 = -129241.947480
  nChanged 3
		SP:Iteration 16Q (34536.070000 sec): 3 clusters
  Score: Raw -132541.083584 + Penalty 3295.965121 = -129245.118463
  nChanged 2
		SP:Iteration 17Q (34536.240000 sec): 3 clusters
  Score: Raw -132542.914740 + Penalty 3295.965121 = -129246.949619
  nChanged 1
		SP:Iteration 18Q (34536.420000 sec): 3 clusters
  Score: Raw -132545.830162 + Penalty 3295.965121 = -129249.865041
  nChanged 0
		SP:Iteration 19F (34536.600000 sec): 3 clusters
  Score: Raw -132545.830162 + Penalty 3295.965121 = -129249.865041
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34536.680000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34536.860000 sec): 3 clusters
  Score: Raw -21790.181942 + Penalty 2661.524103 = -19128.657839
  nChanged 32
		SP:Iteration 1F (34537.040000 sec): 3 clusters
  Score: Raw -21888.826607 + Penalty 2661.524103 = -19227.302504
  nChanged 9
		SP:Iteration 2Q (34537.210000 sec): 3 clusters
  Score: Raw -21938.444516 + Penalty 2661.524103 = -19276.920413
  nChanged 2
		SP:Iteration 3Q (34537.390000 sec): 3 clusters
  Score: Raw -21963.206465 + Penalty 2661.524103 = -19301.682361
  nChanged 4
		SP:Iteration 4Q (34537.560000 sec): 3 clusters
  Score: Raw -21980.360180 + Penalty 2661.524103 = -19318.836077
  nChanged 2
		SP:Iteration 5Q (34537.740000 sec): 3 clusters
  Score: Raw -21996.492426 + Penalty 2661.524103 = -19334.968323
  nChanged 1
		SP:Iteration 6Q (34537.920000 sec): 3 clusters
  Score: Raw -22006.062903 + Penalty 2661.524103 = -19344.538800
  nChanged 0
		SP:Iteration 7F (34538.090000 sec): 3 clusters
  Score: Raw -22006.062903 + Penalty 2661.524103 = -19344.538800
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34538.180000 sec): 2 clusters
  Score: Raw -134555.925709 + Penalty 1644.736441 = -132911.189268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34538.360000 sec): 3 clusters
  Score: Raw -134487.454744 + Penalty 3289.472882 = -131197.981862
  nChanged 165
		SP:Iteration 1F (34538.530000 sec): 3 clusters
  Score: Raw -134693.724551 + Penalty 3289.472882 = -131404.251669
  nChanged 43
		SP:Iteration 2F (34538.710000 sec): 3 clusters
  Score: Raw -134765.520281 + Penalty 3289.472882 = -131476.047399
  nChanged 18
		SP:Iteration 3Q (34538.880000 sec): 3 clusters
  Score: Raw -134789.529208 + Penalty 3289.472882 = -131500.056327
  nChanged 6
		SP:Iteration 4Q (34539.060000 sec): 3 clusters
  Score: Raw -134801.889890 + Penalty 3289.472882 = -131512.417009
  nChanged 6
		SP:Iteration 5Q (34539.240000 sec): 3 clusters
  Score: Raw -134807.148224 + Penalty 3289.472882 = -131517.675343
  nChanged 5
		SP:Iteration 6Q (34539.410000 sec): 3 clusters
  Score: Raw -134814.455139 + Penalty 3289.472882 = -131524.982258
  nChanged 2
		SP:Iteration 7Q (34539.590000 sec): 3 clusters
  Score: Raw -134816.248568 + Penalty 3289.472882 = -131526.775687
  nChanged 2
		SP:Iteration 8Q (34539.760000 sec): 3 clusters
  Score: Raw -134819.751505 + Penalty 3289.472882 = -131530.278623
  nChanged 1
		SP:Iteration 9Q (34539.940000 sec): 3 clusters
  Score: Raw -134820.907999 + Penalty 3289.472882 = -131531.435118
  nChanged 0
		SP:Iteration 10F (34540.110000 sec): 3 clusters
  Score: Raw -134820.907999 + Penalty 3289.472882 = -131531.435118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34540.200000 sec): 2 clusters
  Score: Raw -271179.026648 + Penalty 1823.723138 = -269355.303511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34540.380000 sec): 3 clusters
  Score: Raw -270679.389611 + Penalty 3647.446276 = -267031.943335
  nChanged 467
		SP:Iteration 1F (34540.550000 sec): 3 clusters
  Score: Raw -271103.828721 + Penalty 3647.446276 = -267456.382445
  nChanged 128
		SP:Iteration 2F (34540.730000 sec): 3 clusters
  Score: Raw -271284.832233 + Penalty 3647.446276 = -267637.385957
  nChanged 100
		SP:Iteration 3F (34540.900000 sec): 3 clusters
  Score: Raw -271429.680419 + Penalty 3647.446276 = -267782.234143
  nChanged 84
		SP:Iteration 4F (34541.080000 sec): 3 clusters
  Score: Raw -271550.030732 + Penalty 3647.446276 = -267902.584456
  nChanged 76
		SP:Iteration 5Q (34541.260000 sec): 3 clusters
  Score: Raw -271653.680458 + Penalty 3647.446276 = -268006.234182
  nChanged 61
		SP:Iteration 6Q (34541.430000 sec): 3 clusters
  Score: Raw -271744.949413 + Penalty 3647.446276 = -268097.503137
  nChanged 56
		SP:Iteration 7Q (34541.610000 sec): 3 clusters
  Score: Raw -271825.655572 + Penalty 3647.446276 = -268178.209296
  nChanged 41
		SP:Iteration 8Q (34541.780000 sec): 3 clusters
  Score: Raw -271885.711948 + Penalty 3647.446276 = -268238.265672
  nChanged 32
		SP:Iteration 9Q (34541.960000 sec): 3 clusters
  Score: Raw -271916.678081 + Penalty 3647.446276 = -268269.231805
  nChanged 21
		SP:Iteration 10Q (34542.140000 sec): 3 clusters
  Score: Raw -271941.392355 + Penalty 3647.446276 = -268293.946079
  nChanged 17
		SP:Iteration 11Q (34542.310000 sec): 3 clusters
  Score: Raw -271965.178710 + Penalty 3647.446276 = -268317.732434
  nChanged 13
		SP:Iteration 12Q (34542.490000 sec): 3 clusters
  Score: Raw -271978.475915 + Penalty 3647.446276 = -268331.029639
  nChanged 8
		SP:Iteration 13Q (34542.660000 sec): 3 clusters
  Score: Raw -271986.083824 + Penalty 3647.446276 = -268338.637548
  nChanged 5
		SP:Iteration 14Q (34542.840000 sec): 3 clusters
  Score: Raw -271990.653578 + Penalty 3647.446276 = -268343.207302
  nChanged 5
		SP:Iteration 15Q (34543.020000 sec): 3 clusters
  Score: Raw -271994.886120 + Penalty 3647.446276 = -268347.439844
  nChanged 3
		SP:Iteration 16Q (34543.190000 sec): 3 clusters
  Score: Raw -271996.936978 + Penalty 3647.446276 = -268349.490702
  nChanged 2
		SP:Iteration 17Q (34543.370000 sec): 3 clusters
  Score: Raw -271997.540911 + Penalty 3647.446276 = -268350.094635
  nChanged 0
		SP:Iteration 18F (34543.540000 sec): 3 clusters
  Score: Raw -271997.540911 + Penalty 3647.446276 = -268350.094635
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34543.630000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34543.810000 sec): 3 clusters
  Score: Raw -60028.553904 + Penalty 2975.472535 = -57053.081369
  nChanged 74
		SP:Iteration 1F (34543.980000 sec): 3 clusters
  Score: Raw -60242.969575 + Penalty 2975.472535 = -57267.497040
  nChanged 20
		SP:Iteration 2Q (34544.160000 sec): 3 clusters
  Score: Raw -60308.288972 + Penalty 2975.472535 = -57332.816437
  nChanged 9
		SP:Iteration 3Q (34544.340000 sec): 3 clusters
  Score: Raw -60334.402347 + Penalty 2975.472535 = -57358.929813
  nChanged 5
		SP:Iteration 4Q (34544.510000 sec): 3 clusters
  Score: Raw -60353.563545 + Penalty 2975.472535 = -57378.091010
  nChanged 3
		SP:Iteration 5Q (34544.690000 sec): 3 clusters
  Score: Raw -60358.235158 + Penalty 2975.472535 = -57382.762624
  nChanged 0
		SP:Iteration 6F (34544.860000 sec): 3 clusters
  Score: Raw -60358.235158 + Penalty 2975.472535 = -57382.762624
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34544.950000 sec): 2 clusters
  Score: Raw -185803.202962 + Penalty 1742.333502 = -184060.869460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34545.170000 sec): 3 clusters
  Score: Raw -185491.185132 + Penalty 3484.667004 = -182006.518127
  nChanged 289
		SP:Iteration 1F (34545.340000 sec): 3 clusters
  Score: Raw -185838.016943 + Penalty 3484.667004 = -182353.349938
  nChanged 101
		SP:Iteration 2F (34545.510000 sec): 3 clusters
  Score: Raw -186026.540195 + Penalty 3484.667004 = -182541.873191
  nChanged 63
		SP:Iteration 3F (34545.630000 sec): 3 clusters
  Score: Raw -186177.788829 + Penalty 3484.667004 = -182693.121825
  nChanged 73
		SP:Iteration 4F (34545.810000 sec): 3 clusters
  Score: Raw -186416.959145 + Penalty 3484.667004 = -182932.292141
  nChanged 68
		SP:Iteration 5F (34545.980000 sec): 3 clusters
  Score: Raw -186626.624097 + Penalty 3484.667004 = -183141.957093
  nChanged 49
		SP:Iteration 6Q (34546.160000 sec): 3 clusters
  Score: Raw -186744.675102 + Penalty 3484.667004 = -183260.008098
  nChanged 28
		SP:Iteration 7Q (34546.330000 sec): 3 clusters
  Score: Raw -186792.109960 + Penalty 3484.667004 = -183307.442956
  nChanged 16
		SP:Iteration 8Q (34546.510000 sec): 3 clusters
  Score: Raw -186812.168716 + Penalty 3484.667004 = -183327.501712
  nChanged 13
		SP:Iteration 9Q (34546.690000 sec): 3 clusters
  Score: Raw -186829.124732 + Penalty 3484.667004 = -183344.457727
  nChanged 9
		SP:Iteration 10Q (34546.860000 sec): 3 clusters
  Score: Raw -186841.414464 + Penalty 3484.667004 = -183356.747460
  nChanged 2
		SP:Iteration 11Q (34547.030000 sec): 3 clusters
  Score: Raw -186846.568873 + Penalty 3484.667004 = -183361.901869
  nChanged 4
		SP:Iteration 12Q (34547.210000 sec): 3 clusters
  Score: Raw -186851.589078 + Penalty 3484.667004 = -183366.922074
  nChanged 1
		SP:Iteration 13Q (34547.390000 sec): 3 clusters
  Score: Raw -186854.012456 + Penalty 3484.667004 = -183369.345452
  nChanged 0
		SP:Iteration 14F (34547.560000 sec): 3 clusters
  Score: Raw -186854.012456 + Penalty 3484.667004 = -183369.345452
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34548.250000 sec): 2 clusters
  Score: Raw -19107767.611759 + Penalty 2854.477809 = -19104913.133950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34549.300000 sec): 3 clusters
  Score: Raw -19043770.534876 + Penalty 5708.955617 = -19038061.579258
  nChanged 47189
		SP:Iteration 1F (34550.270000 sec): 3 clusters
  Score: Raw -19071161.002808 + Penalty 5708.955617 = -19065452.047190
  nChanged 3879
		SP:Iteration 2Q (34551.350000 sec): 3 clusters
  Score: Raw -19072484.300751 + Penalty 5708.955617 = -19066775.345134
  nChanged 4628
		SP:Iteration 3Q (34552.440000 sec): 3 clusters
  Score: Raw -19074325.752614 + Penalty 5708.955617 = -19068616.796997
  nChanged 5389
		SP:Iteration 4F (34553.420000 sec): 3 clusters
  Score: Raw -19076912.206378 + Penalty 5708.955617 = -19071203.250760
  nChanged 6508
		SP:Iteration 5F (34554.430000 sec): 3 clusters
  Score: Raw -19080761.729123 + Penalty 5708.955617 = -19075052.773505
  nChanged 7511
		SP:Iteration 6F (34555.400000 sec): 3 clusters
  Score: Raw -19085941.754805 + Penalty 5708.955617 = -19080232.799187
  nChanged 7520
		SP:Iteration 7F (34556.420000 sec): 3 clusters
  Score: Raw -19091579.972324 + Penalty 5708.955617 = -19085871.016707
  nChanged 6369
		SP:Iteration 8F (34557.410000 sec): 3 clusters
  Score: Raw -19096599.834314 + Penalty 5708.955617 = -19090890.878697
  nChanged 4905
		SP:Iteration 9Q (34558.450000 sec): 3 clusters
  Score: Raw -19100561.245680 + Penalty 5708.955617 = -19094852.290063
  nChanged 3386
		SP:Iteration 10Q (34559.540000 sec): 3 clusters
  Score: Raw -19103357.747888 + Penalty 5708.955617 = -19097648.792271
  nChanged 2386
		SP:Iteration 11Q (34560.590000 sec): 3 clusters
  Score: Raw -19105350.751868 + Penalty 5708.955617 = -19099641.796251
  nChanged 1531
		SP:Iteration 12Q (34561.600000 sec): 3 clusters
  Score: Raw -19106559.203473 + Penalty 5708.955617 = -19100850.247855
  nChanged 934
		SP:Iteration 13Q (34562.560000 sec): 3 clusters
  Score: Raw -19107325.244419 + Penalty 5708.955617 = -19101616.288802
  nChanged 526
		SP:Iteration 14Q (34563.500000 sec): 3 clusters
  Score: Raw -19107760.169899 + Penalty 5708.955617 = -19102051.214281
  nChanged 287
		SP:Iteration 15Q (34564.380000 sec): 3 clusters
  Score: Raw -19108005.610571 + Penalty 5708.955617 = -19102296.654953
  nChanged 160
		SP:Iteration 16Q (34565.260000 sec): 3 clusters
  Score: Raw -19108203.034850 + Penalty 5708.955617 = -19102494.079233
  nChanged 105
		SP:Iteration 17Q (34566.150000 sec): 3 clusters
  Score: Raw -19108416.159096 + Penalty 5708.955617 = -19102707.203478
  nChanged 83
		SP:Iteration 18Q (34567.030000 sec): 3 clusters
  Score: Raw -19108611.734803 + Penalty 5708.955617 = -19102902.779186
  nChanged 67
		SP:Iteration 19Q (34567.910000 sec): 3 clusters
  Score: Raw -19108772.452748 + Penalty 5708.955617 = -19103063.497131
  nChanged 63
		SP:Iteration 20F (34568.880000 sec): 3 clusters
  Score: Raw -19108846.355704 + Penalty 5708.955617 = -19103137.400086
  nChanged 41
		SP:Iteration 21Q (34569.760000 sec): 3 clusters
  Score: Raw -19108879.625946 + Penalty 5708.955617 = -19103170.670328
  nChanged 31
		SP:Iteration 22Q (34570.650000 sec): 3 clusters
  Score: Raw -19108899.239929 + Penalty 5708.955617 = -19103190.284312
  nChanged 19
		SP:Iteration 23Q (34571.530000 sec): 3 clusters
  Score: Raw -19108911.153115 + Penalty 5708.955617 = -19103202.197498
  nChanged 18
		SP:Iteration 24Q (34572.450000 sec): 3 clusters
  Score: Raw -19108922.508924 + Penalty 5708.955617 = -19103213.553307
  nChanged 15
		SP:Iteration 25Q (34573.330000 sec): 3 clusters
  Score: Raw -19108932.648229 + Penalty 5708.955617 = -19103223.692612
  nChanged 11
		SP:Iteration 26Q (34574.220000 sec): 3 clusters
  Score: Raw -19108940.159865 + Penalty 5708.955617 = -19103231.204248
  nChanged 10
		SP:Iteration 27Q (34575.100000 sec): 3 clusters
  Score: Raw -19108945.933724 + Penalty 5708.955617 = -19103236.978107
  nChanged 5
		SP:Iteration 28Q (34575.940000 sec): 3 clusters
  Score: Raw -19108950.431574 + Penalty 5708.955617 = -19103241.475957
  nChanged 5
		SP:Iteration 29Q (34576.780000 sec): 3 clusters
  Score: Raw -19108953.568449 + Penalty 5708.955617 = -19103244.612832
  nChanged 3
		SP:Iteration 30Q (34577.620000 sec): 3 clusters
  Score: Raw -19108954.604953 + Penalty 5708.955617 = -19103245.649336
  nChanged 2
		SP:Iteration 31Q (34578.460000 sec): 3 clusters
  Score: Raw -19108955.448619 + Penalty 5708.955617 = -19103246.493001
  nChanged 1
		SP:Iteration 32Q (34579.300000 sec): 3 clusters
  Score: Raw -19108955.823351 + Penalty 5708.955617 = -19103246.867733
  nChanged 0
		SP:Iteration 33F (34580.230000 sec): 3 clusters
  Score: Raw -19108955.823351 + Penalty 5708.955617 = -19103246.867733
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34580.300000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34580.430000 sec): 3 clusters
  Score: Raw -50662.909786 + Penalty 2829.076107 = -47833.833678
  nChanged 27
		SP:Iteration 1F (34580.610000 sec): 3 clusters
  Score: Raw -50731.944532 + Penalty 2829.076107 = -47902.868424
  nChanged 6
		SP:Iteration 2Q (34580.780000 sec): 3 clusters
  Score: Raw -50752.472108 + Penalty 2829.076107 = -47923.396000
  nChanged 2
		SP:Iteration 3Q (34580.960000 sec): 3 clusters
  Score: Raw -50760.447853 + Penalty 2829.076107 = -47931.371745
  nChanged 0
		SP:Iteration 4F (34581.140000 sec): 3 clusters
  Score: Raw -50760.447853 + Penalty 2829.076107 = -47931.371745
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34581.220000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34581.400000 sec): 3 clusters
  Score: Raw -27332.763279 + Penalty 2570.164641 = -24762.598638
  nChanged 14
		SP:Iteration 1F (34581.580000 sec): 3 clusters
  Score: Raw -27400.332029 + Penalty 2570.164641 = -24830.167388
  nChanged 4
		SP:Iteration 2Q (34581.750000 sec): 3 clusters
  Score: Raw -27419.100540 + Penalty 2570.164641 = -24848.935899
  nChanged 3
		SP:Iteration 3Q (34581.930000 sec): 3 clusters
  Score: Raw -27449.961284 + Penalty 2570.164641 = -24879.796643
  nChanged 0
		SP:Iteration 4F (34582.100000 sec): 3 clusters
  Score: Raw -27449.961284 + Penalty 2570.164641 = -24879.796643
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34582.190000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34582.370000 sec): 3 clusters
  Score: Raw -47998.531573 + Penalty 2810.547637 = -45187.983936
  nChanged 30
		SP:Iteration 1F (34582.540000 sec): 3 clusters
  Score: Raw -48104.968437 + Penalty 2810.547637 = -45294.420800
  nChanged 3
		SP:Iteration 2Q (34582.720000 sec): 3 clusters
  Score: Raw -48119.480181 + Penalty 2810.547637 = -45308.932544
  nChanged 3
		SP:Iteration 3Q (34582.900000 sec): 3 clusters
  Score: Raw -48128.610883 + Penalty 2810.547637 = -45318.063246
  nChanged 1
		SP:Iteration 4Q (34583.070000 sec): 3 clusters
  Score: Raw -48131.669843 + Penalty 2810.547637 = -45321.122206
  nChanged 0
		SP:Iteration 5F (34583.150000 sec): 3 clusters
  Score: Raw -48131.669843 + Penalty 2810.547637 = -45321.122206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34583.200000 sec): 2 clusters
  Score: Raw -151139.289320 + Penalty 1691.093168 = -149448.196152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34583.230000 sec): 3 clusters
  Score: Raw -151014.812823 + Penalty 3382.186336 = -147632.626487
  nChanged 246
		SP:Iteration 1F (34583.260000 sec): 3 clusters
  Score: Raw -151349.124047 + Penalty 3382.186336 = -147966.937711
  nChanged 81
		SP:Iteration 2F (34583.280000 sec): 3 clusters
  Score: Raw -151538.703705 + Penalty 3382.186336 = -148156.517368
  nChanged 66
		SP:Iteration 3F (34583.310000 sec): 3 clusters
  Score: Raw -151724.718604 + Penalty 3382.186336 = -148342.532267
  nChanged 64
		SP:Iteration 4F (34583.340000 sec): 3 clusters
  Score: Raw -151935.971904 + Penalty 3382.186336 = -148553.785568
  nChanged 46
		SP:Iteration 5F (34583.360000 sec): 3 clusters
  Score: Raw -152100.902467 + Penalty 3382.186336 = -148718.716130
  nChanged 40
		SP:Iteration 6Q (34583.390000 sec): 3 clusters
  Score: Raw -152232.338048 + Penalty 3382.186336 = -148850.151711
  nChanged 17
		SP:Iteration 7Q (34583.410000 sec): 3 clusters
  Score: Raw -152290.996660 + Penalty 3382.186336 = -148908.810324
  nChanged 13
		SP:Iteration 8Q (34583.440000 sec): 3 clusters
  Score: Raw -152336.032125 + Penalty 3382.186336 = -148953.845789
  nChanged 20
		SP:Iteration 9Q (34583.460000 sec): 3 clusters
  Score: Raw -152393.642930 + Penalty 3382.186336 = -149011.456594
  nChanged 13
		SP:Iteration 10Q (34583.490000 sec): 3 clusters
  Score: Raw -152434.008068 + Penalty 3382.186336 = -149051.821732
  nChanged 15
		SP:Iteration 11Q (34583.520000 sec): 3 clusters
  Score: Raw -152474.144824 + Penalty 3382.186336 = -149091.958488
  nChanged 13
		SP:Iteration 12Q (34583.540000 sec): 3 clusters
  Score: Raw -152511.734551 + Penalty 3382.186336 = -149129.548214
  nChanged 18
		SP:Iteration 13Q (34583.570000 sec): 3 clusters
  Score: Raw -152555.395799 + Penalty 3382.186336 = -149173.209462
  nChanged 13
		SP:Iteration 14Q (34583.590000 sec): 3 clusters
  Score: Raw -152602.278526 + Penalty 3382.186336 = -149220.092190
  nChanged 12
		SP:Iteration 15Q (34583.620000 sec): 3 clusters
  Score: Raw -152629.493708 + Penalty 3382.186336 = -149247.307371
  nChanged 8
		SP:Iteration 16Q (34583.640000 sec): 3 clusters
  Score: Raw -152646.630476 + Penalty 3382.186336 = -149264.444139
  nChanged 12
		SP:Iteration 17Q (34583.670000 sec): 3 clusters
  Score: Raw -152667.781816 + Penalty 3382.186336 = -149285.595480
  nChanged 7
		SP:Iteration 18Q (34583.700000 sec): 3 clusters
  Score: Raw -152683.930955 + Penalty 3382.186336 = -149301.744619
  nChanged 7
		SP:Iteration 19Q (34583.720000 sec): 3 clusters
  Score: Raw -152695.440322 + Penalty 3382.186336 = -149313.253985
  nChanged 5
		SP:Iteration 20F (34583.750000 sec): 3 clusters
  Score: Raw -152712.664317 + Penalty 3382.186336 = -149330.477980
  nChanged 5
		SP:Iteration 21Q (34583.770000 sec): 3 clusters
  Score: Raw -152728.299096 + Penalty 3382.186336 = -149346.112760
  nChanged 8
		SP:Iteration 22Q (34583.800000 sec): 3 clusters
  Score: Raw -152766.836539 + Penalty 3382.186336 = -149384.650202
  nChanged 17
		SP:Iteration 23Q (34583.820000 sec): 3 clusters
  Score: Raw -152823.915991 + Penalty 3382.186336 = -149441.729655
  nChanged 10
		SP:Iteration 24Q (34583.850000 sec): 3 clusters
  Score: Raw -152855.040318 + Penalty 3382.186336 = -149472.853982
  nChanged 6
		SP:Iteration 25Q (34583.880000 sec): 3 clusters
  Score: Raw -152877.586479 + Penalty 3382.186336 = -149495.400142
  nChanged 6
		SP:Iteration 26Q (34583.900000 sec): 3 clusters
  Score: Raw -152891.943068 + Penalty 3382.186336 = -149509.756732
  nChanged 8
		SP:Iteration 27Q (34583.930000 sec): 3 clusters
  Score: Raw -152915.804878 + Penalty 3382.186336 = -149533.618542
  nChanged 6
		SP:Iteration 28Q (34583.950000 sec): 3 clusters
  Score: Raw -152932.931131 + Penalty 3382.186336 = -149550.744795
  nChanged 1
		SP:Iteration 29Q (34583.980000 sec): 3 clusters
  Score: Raw -152935.491687 + Penalty 3382.186336 = -149553.305350
  nChanged 2
		SP:Iteration 30Q (34584.000000 sec): 3 clusters
  Score: Raw -152939.090968 + Penalty 3382.186336 = -149556.904632
  nChanged 2
		SP:Iteration 31Q (34584.030000 sec): 3 clusters
  Score: Raw -152943.134759 + Penalty 3382.186336 = -149560.948423
  nChanged 1
		SP:Iteration 32Q (34584.060000 sec): 3 clusters
  Score: Raw -152944.293725 + Penalty 3382.186336 = -149562.107389
  nChanged 0
		SP:Iteration 33F (34584.080000 sec): 3 clusters
  Score: Raw -152944.293725 + Penalty 3382.186336 = -149562.107389
  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 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34584.130000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34584.140000 sec): 3 clusters
  Score: Raw -44983.975079 + Penalty 2927.706133 = -42056.268945
  nChanged 77
		SP:Iteration 1F (34584.160000 sec): 3 clusters
  Score: Raw -45196.755346 + Penalty 2927.706133 = -42269.049212
  nChanged 23
		SP:Iteration 2F (34584.170000 sec): 3 clusters
  Score: Raw -45302.155665 + Penalty 2927.706133 = -42374.449532
  nChanged 18
		SP:Iteration 3Q (34584.180000 sec): 3 clusters
  Score: Raw -45374.603666 + Penalty 2927.706133 = -42446.897533
  nChanged 9
		SP:Iteration 4Q (34584.200000 sec): 3 clusters
  Score: Raw -45420.980507 + Penalty 2927.706133 = -42493.274374
  nChanged 4
		SP:Iteration 5Q (34584.210000 sec): 3 clusters
  Score: Raw -45434.241376 + Penalty 2927.706133 = -42506.535243
  nChanged 0
		SP:Iteration 6F (34584.220000 sec): 3 clusters
  Score: Raw -45434.241376 + Penalty 2927.706133 = -42506.535243
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34584.400000 sec): 2 clusters
  Score: Raw -2767957.350437 + Penalty 2402.855141 = -2765554.495296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34584.780000 sec): 3 clusters
  Score: Raw -2758795.105034 + Penalty 4805.710281 = -2753989.394753
  nChanged 7018
		SP:Iteration 1F (34585.080000 sec): 3 clusters
  Score: Raw -2762579.450253 + Penalty 4805.710281 = -2757773.739972
  nChanged 1003
		SP:Iteration 2F (34585.420000 sec): 3 clusters
  Score: Raw -2763024.394121 + Penalty 4805.710281 = -2758218.683840
  nChanged 841
		SP:Iteration 3F (34585.720000 sec): 3 clusters
  Score: Raw -2763397.269974 + Penalty 4805.710281 = -2758591.559692
  nChanged 737
		SP:Iteration 4Q (34586.020000 sec): 3 clusters
  Score: Raw -2763733.498670 + Penalty 4805.710281 = -2758927.788389
  nChanged 695
		SP:Iteration 5Q (34586.370000 sec): 3 clusters
  Score: Raw -2764078.109251 + Penalty 4805.710281 = -2759272.398970
  nChanged 733
		SP:Iteration 6Q (34586.710000 sec): 3 clusters
  Score: Raw -2764474.894381 + Penalty 4805.710281 = -2759669.184099
  nChanged 705
		SP:Iteration 7Q (34587.010000 sec): 3 clusters
  Score: Raw -2764864.219259 + Penalty 4805.710281 = -2760058.508978
  nChanged 680
		SP:Iteration 8Q (34587.310000 sec): 3 clusters
  Score: Raw -2765246.045130 + Penalty 4805.710281 = -2760440.334848
  nChanged 640
		SP:Iteration 9Q (34587.650000 sec): 3 clusters
  Score: Raw -2765640.562401 + Penalty 4805.710281 = -2760834.852120
  nChanged 636
		SP:Iteration 10Q (34587.960000 sec): 3 clusters
  Score: Raw -2766054.360194 + Penalty 4805.710281 = -2761248.649913
  nChanged 587
		SP:Iteration 11Q (34588.260000 sec): 3 clusters
  Score: Raw -2766443.631755 + Penalty 4805.710281 = -2761637.921474
  nChanged 513
		SP:Iteration 12Q (34588.560000 sec): 3 clusters
  Score: Raw -2766795.028991 + Penalty 4805.710281 = -2761989.318710
  nChanged 445
		SP:Iteration 13Q (34588.860000 sec): 3 clusters
  Score: Raw -2767111.709347 + Penalty 4805.710281 = -2762305.999065
  nChanged 385
		SP:Iteration 14Q (34589.160000 sec): 3 clusters
  Score: Raw -2767399.409725 + Penalty 4805.710281 = -2762593.699444
  nChanged 282
		SP:Iteration 15Q (34589.470000 sec): 3 clusters
  Score: Raw -2767603.899420 + Penalty 4805.710281 = -2762798.189139
  nChanged 205
		SP:Iteration 16Q (34589.770000 sec): 3 clusters
  Score: Raw -2767766.114624 + Penalty 4805.710281 = -2762960.404343
  nChanged 173
		SP:Iteration 17Q (34590.070000 sec): 3 clusters
  Score: Raw -2767903.741985 + Penalty 4805.710281 = -2763098.031704
  nChanged 126
		SP:Iteration 18Q (34590.370000 sec): 3 clusters
  Score: Raw -2768006.214961 + Penalty 4805.710281 = -2763200.504680
  nChanged 80
		SP:Iteration 19Q (34590.680000 sec): 3 clusters
  Score: Raw -2768063.463829 + Penalty 4805.710281 = -2763257.753548
  nChanged 44
		SP:Iteration 20F (34590.980000 sec): 3 clusters
  Score: Raw -2768095.240092 + Penalty 4805.710281 = -2763289.529811
  nChanged 36
		SP:Iteration 21Q (34591.280000 sec): 3 clusters
  Score: Raw -2768128.708776 + Penalty 4805.710281 = -2763322.998495
  nChanged 30
		SP:Iteration 22Q (34591.580000 sec): 3 clusters
  Score: Raw -2768150.588288 + Penalty 4805.710281 = -2763344.878007
  nChanged 21
		SP:Iteration 23Q (34591.890000 sec): 3 clusters
  Score: Raw -2768168.357523 + Penalty 4805.710281 = -2763362.647242
  nChanged 14
		SP:Iteration 24Q (34592.190000 sec): 3 clusters
  Score: Raw -2768183.052711 + Penalty 4805.710281 = -2763377.342430
  nChanged 13
		SP:Iteration 25Q (34592.560000 sec): 3 clusters
  Score: Raw -2768192.161146 + Penalty 4805.710281 = -2763386.450865
  nChanged 9
		SP:Iteration 26Q (34592.800000 sec): 3 clusters
  Score: Raw -2768198.766231 + Penalty 4805.710281 = -2763393.055950
  nChanged 10
		SP:Iteration 27Q (34593.060000 sec): 3 clusters
  Score: Raw -2768206.830668 + Penalty 4805.710281 = -2763401.120387
  nChanged 10
		SP:Iteration 28Q (34593.320000 sec): 3 clusters
  Score: Raw -2768214.623735 + Penalty 4805.710281 = -2763408.913454
  nChanged 2
		SP:Iteration 29Q (34593.620000 sec): 3 clusters
  Score: Raw -2768215.715754 + Penalty 4805.710281 = -2763410.005473
  nChanged 1
		SP:Iteration 30Q (34593.890000 sec): 3 clusters
  Score: Raw -2768216.393912 + Penalty 4805.710281 = -2763410.683631
  nChanged 1
		SP:Iteration 31Q (34594.190000 sec): 3 clusters
  Score: Raw -2768216.768545 + Penalty 4805.710281 = -2763411.058264
  nChanged 1
		SP:Iteration 32Q (34594.500000 sec): 3 clusters
  Score: Raw -2768217.325575 + Penalty 4805.710281 = -2763411.615294
  nChanged 2
		SP:Iteration 33Q (34594.760000 sec): 3 clusters
  Score: Raw -2768218.330867 + Penalty 4805.710281 = -2763412.620585
  nChanged 2
		SP:Iteration 34Q (34595.020000 sec): 3 clusters
  Score: Raw -2768220.632294 + Penalty 4805.710281 = -2763414.922013
  nChanged 2
		SP:Iteration 35Q (34595.320000 sec): 3 clusters
  Score: Raw -2768222.025031 + Penalty 4805.710281 = -2763416.314750
  nChanged 1
		SP:Iteration 36Q (34595.540000 sec): 3 clusters
  Score: Raw -2768222.598081 + Penalty 4805.710281 = -2763416.887800
  nChanged 1
		SP:Iteration 37Q (34595.790000 sec): 3 clusters
  Score: Raw -2768223.271833 + Penalty 4805.710281 = -2763417.561551
  nChanged 2
		SP:Iteration 38Q (34596.010000 sec): 3 clusters
  Score: Raw -2768224.128256 + Penalty 4805.710281 = -2763418.417975
  nChanged 2
		SP:Iteration 39Q (34596.300000 sec): 3 clusters
  Score: Raw -2768225.721427 + Penalty 4805.710281 = -2763420.011146
  nChanged 2
		SP:Iteration 40F (34596.600000 sec): 3 clusters
  Score: Raw -2768227.152869 + Penalty 4805.710281 = -2763421.442588
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34596.680000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34596.860000 sec): 3 clusters
  Score: Raw -18920.519316 + Penalty 2686.385799 = -16234.133516
  nChanged 26
		SP:Iteration 1F (34597.030000 sec): 3 clusters
  Score: Raw -19114.273097 + Penalty 2686.385799 = -16427.887297
  nChanged 10
		SP:Iteration 2Q (34597.210000 sec): 3 clusters
  Score: Raw -19186.443991 + Penalty 2686.385799 = -16500.058192
  nChanged 6
		SP:Iteration 3Q (34597.380000 sec): 3 clusters
  Score: Raw -19232.058306 + Penalty 2686.385799 = -16545.672507
  nChanged 4
		SP:Iteration 4Q (34597.560000 sec): 3 clusters
  Score: Raw -19255.439226 + Penalty 2686.385799 = -16569.053427
  nChanged 1
		SP:Iteration 5Q (34597.740000 sec): 3 clusters
  Score: Raw -19258.468448 + Penalty 2686.385799 = -16572.082649
  nChanged 0
		SP:Iteration 6F (34597.910000 sec): 3 clusters
  Score: Raw -19258.468448 + Penalty 2686.385799 = -16572.082649
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34598.000000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34598.180000 sec): 3 clusters
  Score: Raw -25060.849419 + Penalty 2575.706598 = -22485.142821
  nChanged 12
		SP:Iteration 1F (34598.350000 sec): 3 clusters
  Score: Raw -25183.738835 + Penalty 2575.706598 = -22608.032237
  nChanged 7
		SP:Iteration 2Q (34598.530000 sec): 3 clusters
  Score: Raw -25232.082578 + Penalty 2575.706598 = -22656.375980
  nChanged 1
		SP:Iteration 3Q (34598.700000 sec): 3 clusters
  Score: Raw -25241.875449 + Penalty 2575.706598 = -22666.168851
  nChanged 1
		SP:Iteration 4Q (34598.880000 sec): 3 clusters
  Score: Raw -25247.974444 + Penalty 2575.706598 = -22672.267846
  nChanged 2
		SP:Iteration 5Q (34599.060000 sec): 3 clusters
  Score: Raw -25262.479923 + Penalty 2575.706598 = -22686.773325
  nChanged 1
		SP:Iteration 6Q (34599.230000 sec): 3 clusters
  Score: Raw -25266.019442 + Penalty 2575.706598 = -22690.312844
  nChanged 2
		SP:Iteration 7Q (34599.400000 sec): 3 clusters
  Score: Raw -25270.558819 + Penalty 2575.706598 = -22694.852221
  nChanged 0
		SP:Iteration 8F (34599.580000 sec): 3 clusters
  Score: Raw -25270.558819 + Penalty 2575.706598 = -22694.852221
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34599.670000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34599.840000 sec): 3 clusters
  Score: Raw -20237.526446 + Penalty 2544.429763 = -17693.096683
  nChanged 18
		SP:Iteration 1F (34600.060000 sec): 3 clusters
  Score: Raw -20367.395262 + Penalty 2544.429763 = -17822.965499
  nChanged 6
		SP:Iteration 2Q (34600.240000 sec): 3 clusters
  Score: Raw -20403.223565 + Penalty 2544.429763 = -17858.793802
  nChanged 0
		SP:Iteration 3F (34600.420000 sec): 3 clusters
  Score: Raw -20403.223565 + Penalty 2544.429763 = -17858.793802
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34600.490000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34600.660000 sec): 3 clusters
  Score: Raw -72022.165769 + Penalty 2992.410766 = -69029.755003
  nChanged 46
		SP:Iteration 1F (34600.840000 sec): 3 clusters
  Score: Raw -72145.275768 + Penalty 2992.410766 = -69152.865002
  nChanged 17
		SP:Iteration 2Q (34601.020000 sec): 3 clusters
  Score: Raw -72189.351151 + Penalty 2992.410766 = -69196.940385
  nChanged 9
		SP:Iteration 3Q (34601.190000 sec): 3 clusters
  Score: Raw -72207.968478 + Penalty 2992.410766 = -69215.557712
  nChanged 4
		SP:Iteration 4Q (34601.370000 sec): 3 clusters
  Score: Raw -72216.246984 + Penalty 2992.410766 = -69223.836218
  nChanged 2
		SP:Iteration 5Q (34601.540000 sec): 3 clusters
  Score: Raw -72218.966814 + Penalty 2992.410766 = -69226.556048
  nChanged 0
		SP:Iteration 6F (34601.720000 sec): 3 clusters
  Score: Raw -72218.966814 + Penalty 2992.410766 = -69226.556048
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34601.900000 sec): 2 clusters
  Score: Raw -3706655.542874 + Penalty 2469.965181 = -3704185.577694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34602.230000 sec): 3 clusters
  Score: Raw -3694257.828347 + Penalty 4939.930361 = -3689317.897986
  nChanged 9263
		SP:Iteration 1F (34602.560000 sec): 3 clusters
  Score: Raw -3699252.205526 + Penalty 4939.930361 = -3694312.275165
  nChanged 1206
		SP:Iteration 2F (34602.890000 sec): 3 clusters
  Score: Raw -3699792.139667 + Penalty 4939.930361 = -3694852.209306
  nChanged 1114
		SP:Iteration 3F (34603.220000 sec): 3 clusters
  Score: Raw -3700304.774306 + Penalty 4939.930361 = -3695364.843945
  nChanged 1077
		SP:Iteration 4F (34603.550000 sec): 3 clusters
  Score: Raw -3700864.515516 + Penalty 4939.930361 = -3695924.585155
  nChanged 1109
		SP:Iteration 5F (34603.880000 sec): 3 clusters
  Score: Raw -3701492.427090 + Penalty 4939.930361 = -3696552.496729
  nChanged 1135
		SP:Iteration 6F (34604.210000 sec): 3 clusters
  Score: Raw -3702170.768622 + Penalty 4939.930361 = -3697230.838261
  nChanged 1151
		SP:Iteration 7F (34604.540000 sec): 3 clusters
  Score: Raw -3702792.148569 + Penalty 4939.930361 = -3697852.218208
  nChanged 982
		SP:Iteration 8Q (34604.860000 sec): 3 clusters
  Score: Raw -3703300.417783 + Penalty 4939.930361 = -3698360.487422
  nChanged 884
		SP:Iteration 9Q (34605.200000 sec): 3 clusters
  Score: Raw -3703748.678978 + Penalty 4939.930361 = -3698808.748616
  nChanged 787
		SP:Iteration 10Q (34605.530000 sec): 3 clusters
  Score: Raw -3704104.947005 + Penalty 4939.930361 = -3699165.016644
  nChanged 699
		SP:Iteration 11Q (34605.860000 sec): 3 clusters
  Score: Raw -3704403.178747 + Penalty 4939.930361 = -3699463.248386
  nChanged 602
		SP:Iteration 12Q (34606.190000 sec): 3 clusters
  Score: Raw -3704646.546123 + Penalty 4939.930361 = -3699706.615762
  nChanged 468
		SP:Iteration 13Q (34606.520000 sec): 3 clusters
  Score: Raw -3704809.144901 + Penalty 4939.930361 = -3699869.214540
  nChanged 408
		SP:Iteration 14Q (34606.860000 sec): 3 clusters
  Score: Raw -3704956.231967 + Penalty 4939.930361 = -3700016.301605
  nChanged 360
		SP:Iteration 15Q (34607.190000 sec): 3 clusters
  Score: Raw -3705079.690108 + Penalty 4939.930361 = -3700139.759747
  nChanged 306
		SP:Iteration 16Q (34607.520000 sec): 3 clusters
  Score: Raw -3705180.750041 + Penalty 4939.930361 = -3700240.819680
  nChanged 312
		SP:Iteration 17Q (34607.850000 sec): 3 clusters
  Score: Raw -3705292.920820 + Penalty 4939.930361 = -3700352.990459
  nChanged 349
		SP:Iteration 18Q (34608.160000 sec): 3 clusters
  Score: Raw -3705432.371481 + Penalty 4939.930361 = -3700492.441120
  nChanged 375
		SP:Iteration 19Q (34608.520000 sec): 3 clusters
  Score: Raw -3705581.662081 + Penalty 4939.930361 = -3700641.731719
  nChanged 384
		SP:Iteration 20F (34608.850000 sec): 3 clusters
  Score: Raw -3705753.937561 + Penalty 4939.930361 = -3700814.007200
  nChanged 381
		SP:Iteration 21Q (34609.180000 sec): 3 clusters
  Score: Raw -3705943.516533 + Penalty 4939.930361 = -3701003.586172
  nChanged 388
		SP:Iteration 22Q (34609.520000 sec): 3 clusters
  Score: Raw -3706154.289965 + Penalty 4939.930361 = -3701214.359604
  nChanged 356
		SP:Iteration 23Q (34609.890000 sec): 3 clusters
  Score: Raw -3706342.047166 + Penalty 4939.930361 = -3701402.116805
  nChanged 311
		SP:Iteration 24Q (34610.230000 sec): 3 clusters
  Score: Raw -3706506.009629 + Penalty 4939.930361 = -3701566.079268
  nChanged 269
		SP:Iteration 25Q (34610.570000 sec): 3 clusters
  Score: Raw -3706658.484522 + Penalty 4939.930361 = -3701718.554161
  nChanged 270
		SP:Iteration 26Q (34610.870000 sec): 3 clusters
  Score: Raw -3706809.502406 + Penalty 4939.930361 = -3701869.572045
  nChanged 231
		SP:Iteration 27Q (34611.200000 sec): 3 clusters
  Score: Raw -3706937.900469 + Penalty 4939.930361 = -3701997.970108
  nChanged 165
		SP:Iteration 28Q (34611.580000 sec): 3 clusters
  Score: Raw -3707023.738120 + Penalty 4939.930361 = -3702083.807758
  nChanged 124
		SP:Iteration 29Q (34611.920000 sec): 3 clusters
  Score: Raw -3707080.904949 + Penalty 4939.930361 = -3702140.974588
  nChanged 95
		SP:Iteration 30Q (34612.200000 sec): 3 clusters
  Score: Raw -3707123.751636 + Penalty 4939.930361 = -3702183.821275
  nChanged 62
		SP:Iteration 31Q (34612.590000 sec): 3 clusters
  Score: Raw -3707150.907771 + Penalty 4939.930361 = -3702210.977409
  nChanged 42
		SP:Iteration 32Q (34612.890000 sec): 3 clusters
  Score: Raw -3707167.178875 + Penalty 4939.930361 = -3702227.248514
  nChanged 33
		SP:Iteration 33Q (34613.230000 sec): 3 clusters
  Score: Raw -3707183.372039 + Penalty 4939.930361 = -3702243.441678
  nChanged 26
		SP:Iteration 34Q (34613.560000 sec): 3 clusters
  Score: Raw -3707195.944369 + Penalty 4939.930361 = -3702256.014008
  nChanged 23
		SP:Iteration 35Q (34613.890000 sec): 3 clusters
  Score: Raw -3707205.891299 + Penalty 4939.930361 = -3702265.960938
  nChanged 20
		SP:Iteration 36Q (34614.310000 sec): 3 clusters
  Score: Raw -3707214.029047 + Penalty 4939.930361 = -3702274.098685
  nChanged 14
		SP:Iteration 37Q (34614.620000 sec): 3 clusters
  Score: Raw -3707219.739930 + Penalty 4939.930361 = -3702279.809569
  nChanged 10
		SP:Iteration 38Q (34614.960000 sec): 3 clusters
  Score: Raw -3707225.232761 + Penalty 4939.930361 = -3702285.302400
  nChanged 7
		SP:Iteration 39Q (34615.290000 sec): 3 clusters
  Score: Raw -3707228.539248 + Penalty 4939.930361 = -3702288.608887
  nChanged 10
		SP:Iteration 40F (34615.620000 sec): 3 clusters
  Score: Raw -3707231.824516 + Penalty 4939.930361 = -3702291.894155
  nChanged 6
		SP:Iteration 41Q (34615.960000 sec): 3 clusters
  Score: Raw -3707235.483004 + Penalty 4939.930361 = -3702295.552643
  nChanged 11
		SP:Iteration 42Q (34616.290000 sec): 3 clusters
  Score: Raw -3707239.590142 + Penalty 4939.930361 = -3702299.659781
  nChanged 9
		SP:Iteration 43Q (34616.630000 sec): 3 clusters
  Score: Raw -3707243.787062 + Penalty 4939.930361 = -3702303.856701
  nChanged 13
		SP:Iteration 44Q (34616.960000 sec): 3 clusters
  Score: Raw -3707250.643930 + Penalty 4939.930361 = -3702310.713568
  nChanged 10
		SP:Iteration 45Q (34617.300000 sec): 3 clusters
  Score: Raw -3707255.249130 + Penalty 4939.930361 = -3702315.318769
  nChanged 6
		SP:Iteration 46Q (34617.570000 sec): 3 clusters
  Score: Raw -3707257.257165 + Penalty 4939.930361 = -3702317.326804
  nChanged 2
		SP:Iteration 47Q (34617.860000 sec): 3 clusters
  Score: Raw -3707257.709528 + Penalty 4939.930361 = -3702317.779167
  nChanged 0
		SP:Iteration 48F (34618.130000 sec): 3 clusters
  Score: Raw -3707257.709528 + Penalty 4939.930361 = -3702317.779167
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34618.180000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34618.190000 sec): 3 clusters
  Score: Raw -40732.522352 + Penalty 2773.129542 = -37959.392810
  nChanged 33
		SP:Iteration 1F (34618.200000 sec): 3 clusters
  Score: Raw -40870.258149 + Penalty 2773.129542 = -38097.128607
  nChanged 10
		SP:Iteration 2Q (34618.210000 sec): 3 clusters
  Score: Raw -40908.293427 + Penalty 2773.129542 = -38135.163885
  nChanged 5
		SP:Iteration 3Q (34618.230000 sec): 3 clusters
  Score: Raw -40927.263075 + Penalty 2773.129542 = -38154.133533
  nChanged 1
		SP:Iteration 4Q (34618.240000 sec): 3 clusters
  Score: Raw -40929.565782 + Penalty 2773.129542 = -38156.436240
  nChanged 0
		SP:Iteration 5F (34618.260000 sec): 3 clusters
  Score: Raw -40929.565782 + Penalty 2773.129542 = -38156.436240
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34618.300000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34618.400000 sec): 3 clusters
  Score: Raw -110503.496306 + Penalty 3200.216281 = -107303.280024
  nChanged 139
		SP:Iteration 1F (34618.420000 sec): 3 clusters
  Score: Raw -110711.882455 + Penalty 3200.216281 = -107511.666174
  nChanged 33
		SP:Iteration 2F (34618.440000 sec): 3 clusters
  Score: Raw -110777.139472 + Penalty 3200.216281 = -107576.923190
  nChanged 16
		SP:Iteration 3Q (34618.460000 sec): 3 clusters
  Score: Raw -110803.761820 + Penalty 3200.216281 = -107603.545538
  nChanged 6
		SP:Iteration 4Q (34618.480000 sec): 3 clusters
  Score: Raw -110808.602353 + Penalty 3200.216281 = -107608.386072
  nChanged 1
		SP:Iteration 5Q (34618.510000 sec): 3 clusters
  Score: Raw -110811.077342 + Penalty 3200.216281 = -107610.861060
  nChanged 3
		SP:Iteration 6Q (34618.660000 sec): 3 clusters
  Score: Raw -110815.142465 + Penalty 3200.216281 = -107614.926184
  nChanged 3
		SP:Iteration 7Q (34618.840000 sec): 3 clusters
  Score: Raw -110818.981309 + Penalty 3200.216281 = -107618.765028
  nChanged 2
		SP:Iteration 8Q (34619.010000 sec): 3 clusters
  Score: Raw -110820.048310 + Penalty 3200.216281 = -107619.832029
  nChanged 1
		SP:Iteration 9Q (34619.190000 sec): 3 clusters
  Score: Raw -110822.010147 + Penalty 3200.216281 = -107621.793866
  nChanged 2
		SP:Iteration 10Q (34619.360000 sec): 3 clusters
  Score: Raw -110824.056984 + Penalty 3200.216281 = -107623.840703
  nChanged 2
		SP:Iteration 11Q (34619.540000 sec): 3 clusters
  Score: Raw -110825.602452 + Penalty 3200.216281 = -107625.386170
  nChanged 0
		SP:Iteration 12F (34619.720000 sec): 3 clusters
  Score: Raw -110825.602452 + Penalty 3200.216281 = -107625.386170
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34619.800000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34619.980000 sec): 3 clusters
  Score: Raw -30039.700478 + Penalty 2642.626580 = -27397.073898
  nChanged 23
		SP:Iteration 1F (34620.160000 sec): 3 clusters
  Score: Raw -30138.331239 + Penalty 2642.626580 = -27495.704659
  nChanged 3
		SP:Iteration 2Q (34620.330000 sec): 3 clusters
  Score: Raw -30152.461522 + Penalty 2642.626580 = -27509.834942
  nChanged 2
		SP:Iteration 3Q (34620.500000 sec): 3 clusters
  Score: Raw -30160.014786 + Penalty 2642.626580 = -27517.388206
  nChanged 0
		SP:Iteration 4F (34620.680000 sec): 3 clusters
  Score: Raw -30160.014786 + Penalty 2642.626580 = -27517.388206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34620.770000 sec): 2 clusters
  Score: Raw -108981.123850 + Penalty 1611.573973 = -107369.549877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34620.950000 sec): 3 clusters
  Score: Raw -108964.234664 + Penalty 3223.147946 = -105741.086718
  nChanged 143
		SP:Iteration 1F (34621.120000 sec): 3 clusters
  Score: Raw -109246.527746 + Penalty 3223.147946 = -106023.379800
  nChanged 59
		SP:Iteration 2F (34621.300000 sec): 3 clusters
  Score: Raw -109416.963790 + Penalty 3223.147946 = -106193.815843
  nChanged 37
		SP:Iteration 3F (34621.460000 sec): 3 clusters
  Score: Raw -109518.252272 + Penalty 3223.147946 = -106295.104326
  nChanged 25
		SP:Iteration 4Q (34621.640000 sec): 3 clusters
  Score: Raw -109596.469229 + Penalty 3223.147946 = -106373.321283
  nChanged 18
		SP:Iteration 5Q (34621.810000 sec): 3 clusters
  Score: Raw -109663.025900 + Penalty 3223.147946 = -106439.877954
  nChanged 21
		SP:Iteration 6Q (34621.990000 sec): 3 clusters
  Score: Raw -109726.939415 + Penalty 3223.147946 = -106503.791469
  nChanged 18
		SP:Iteration 7Q (34622.160000 sec): 3 clusters
  Score: Raw -109786.965178 + Penalty 3223.147946 = -106563.817232
  nChanged 8
		SP:Iteration 8Q (34622.340000 sec): 3 clusters
  Score: Raw -109810.849857 + Penalty 3223.147946 = -106587.701911
  nChanged 6
		SP:Iteration 9Q (34622.520000 sec): 3 clusters
  Score: Raw -109837.954721 + Penalty 3223.147946 = -106614.806775
  nChanged 7
		SP:Iteration 10Q (34622.690000 sec): 3 clusters
  Score: Raw -109851.865929 + Penalty 3223.147946 = -106628.717983
  nChanged 2
		SP:Iteration 11Q (34622.870000 sec): 3 clusters
  Score: Raw -109859.474594 + Penalty 3223.147946 = -106636.326648
  nChanged 1
		SP:Iteration 12Q (34623.040000 sec): 3 clusters
  Score: Raw -109862.414001 + Penalty 3223.147946 = -106639.266055
  nChanged 3
		SP:Iteration 13Q (34623.220000 sec): 3 clusters
  Score: Raw -109879.127903 + Penalty 3223.147946 = -106655.979957
  nChanged 3
		SP:Iteration 14Q (34623.400000 sec): 3 clusters
  Score: Raw -109884.117518 + Penalty 3223.147946 = -106660.969572
  nChanged 1
		SP:Iteration 15Q (34623.570000 sec): 3 clusters
  Score: Raw -109886.764960 + Penalty 3223.147946 = -106663.617013
  nChanged 0
		SP:Iteration 16F (34623.750000 sec): 3 clusters
  Score: Raw -109886.764960 + Penalty 3223.147946 = -106663.617013
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34623.840000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34624.010000 sec): 3 clusters
  Score: Raw -162626.345832 + Penalty 3409.602454 = -159216.743378
  nChanged 237
		SP:Iteration 1F (34624.190000 sec): 3 clusters
  Score: Raw -162897.530780 + Penalty 3409.602454 = -159487.928326
  nChanged 59
		SP:Iteration 2F (34624.360000 sec): 3 clusters
  Score: Raw -162969.261732 + Penalty 3409.602454 = -159559.659278
  nChanged 24
		SP:Iteration 3Q (34624.540000 sec): 3 clusters
  Score: Raw -163003.340758 + Penalty 3409.602454 = -159593.738305
  nChanged 15
		SP:Iteration 4Q (34624.600000 sec): 3 clusters
  Score: Raw -163023.241671 + Penalty 3409.602454 = -159613.639218
  nChanged 13
		SP:Iteration 5Q (34624.620000 sec): 3 clusters
  Score: Raw -163041.254751 + Penalty 3409.602454 = -159631.652297
  nChanged 12
		SP:Iteration 6Q (34624.650000 sec): 3 clusters
  Score: Raw -163056.738587 + Penalty 3409.602454 = -159647.136134
  nChanged 8
		SP:Iteration 7Q (34624.680000 sec): 3 clusters
  Score: Raw -163068.016032 + Penalty 3409.602454 = -159658.413579
  nChanged 6
		SP:Iteration 8Q (34624.720000 sec): 3 clusters
  Score: Raw -163075.026168 + Penalty 3409.602454 = -159665.423714
  nChanged 7
		SP:Iteration 9Q (34624.750000 sec): 3 clusters
  Score: Raw -163083.405968 + Penalty 3409.602454 = -159673.803514
  nChanged 8
		SP:Iteration 10Q (34624.780000 sec): 3 clusters
  Score: Raw -163089.770507 + Penalty 3409.602454 = -159680.168053
  nChanged 5
		SP:Iteration 11Q (34624.810000 sec): 3 clusters
  Score: Raw -163093.649274 + Penalty 3409.602454 = -159684.046820
  nChanged 4
		SP:Iteration 12Q (34624.840000 sec): 3 clusters
  Score: Raw -163099.118993 + Penalty 3409.602454 = -159689.516539
  nChanged 5
		SP:Iteration 13Q (34624.880000 sec): 3 clusters
  Score: Raw -163105.498260 + Penalty 3409.602454 = -159695.895807
  nChanged 3
		SP:Iteration 14Q (34624.900000 sec): 3 clusters
  Score: Raw -163107.093524 + Penalty 3409.602454 = -159697.491070
  nChanged 4
		SP:Iteration 15Q (34624.940000 sec): 3 clusters
  Score: Raw -163110.538045 + Penalty 3409.602454 = -159700.935591
  nChanged 2
		SP:Iteration 16Q (34624.970000 sec): 3 clusters
  Score: Raw -163112.589834 + Penalty 3409.602454 = -159702.987380
  nChanged 0
		SP:Iteration 17F (34625.000000 sec): 3 clusters
  Score: Raw -163112.589834 + Penalty 3409.602454 = -159702.987380
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34625.030000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34625.060000 sec): 3 clusters
  Score: Raw -76305.176755 + Penalty 3063.230166 = -73241.946589
  nChanged 75
		SP:Iteration 1F (34625.080000 sec): 3 clusters
  Score: Raw -76457.634215 + Penalty 3063.230166 = -73394.404049
  nChanged 31
		SP:Iteration 2F (34625.100000 sec): 3 clusters
  Score: Raw -76538.419721 + Penalty 3063.230166 = -73475.189555
  nChanged 14
		SP:Iteration 3Q (34625.120000 sec): 3 clusters
  Score: Raw -76572.565282 + Penalty 3063.230166 = -73509.335116
  nChanged 6
		SP:Iteration 4Q (34625.150000 sec): 3 clusters
  Score: Raw -76589.253659 + Penalty 3063.230166 = -73526.023493
  nChanged 5
		SP:Iteration 5Q (34625.170000 sec): 3 clusters
  Score: Raw -76600.120600 + Penalty 3063.230166 = -73536.890434
  nChanged 5
		SP:Iteration 6Q (34625.190000 sec): 3 clusters
  Score: Raw -76613.508829 + Penalty 3063.230166 = -73550.278663
  nChanged 5
		SP:Iteration 7Q (34625.220000 sec): 3 clusters
  Score: Raw -76629.146374 + Penalty 3063.230166 = -73565.916208
  nChanged 5
		SP:Iteration 8Q (34625.240000 sec): 3 clusters
  Score: Raw -76658.417240 + Penalty 3063.230166 = -73595.187074
  nChanged 5
		SP:Iteration 9Q (34625.260000 sec): 3 clusters
  Score: Raw -76676.295862 + Penalty 3063.230166 = -73613.065696
  nChanged 2
		SP:Iteration 10Q (34625.280000 sec): 3 clusters
  Score: Raw -76688.920857 + Penalty 3063.230166 = -73625.690691
  nChanged 2
		SP:Iteration 11Q (34625.310000 sec): 3 clusters
  Score: Raw -76692.233200 + Penalty 3063.230166 = -73629.003034
  nChanged 1
		SP:Iteration 12Q (34625.330000 sec): 3 clusters
  Score: Raw -76693.621322 + Penalty 3063.230166 = -73630.391156
  nChanged 0
		SP:Iteration 13F (34625.350000 sec): 3 clusters
  Score: Raw -76693.621322 + Penalty 3063.230166 = -73630.391156
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34625.380000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34625.380000 sec): 3 clusters
  Score: Raw -38363.680323 + Penalty 2736.656637 = -35627.023686
  nChanged 21
		SP:Iteration 1F (34625.390000 sec): 3 clusters
  Score: Raw -38438.333152 + Penalty 2736.656637 = -35701.676515
  nChanged 5
		SP:Iteration 2Q (34625.400000 sec): 3 clusters
  Score: Raw -38461.199371 + Penalty 2736.656637 = -35724.542735
  nChanged 5
		SP:Iteration 3Q (34625.410000 sec): 3 clusters
  Score: Raw -38477.928009 + Penalty 2736.656637 = -35741.271372
  nChanged 1
		SP:Iteration 4Q (34625.420000 sec): 3 clusters
  Score: Raw -38485.821012 + Penalty 2736.656637 = -35749.164375
  nChanged 0
		SP:Iteration 5F (34625.420000 sec): 3 clusters
  Score: Raw -38485.821012 + Penalty 2736.656637 = -35749.164375
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34625.440000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34625.460000 sec): 3 clusters
  Score: Raw -39872.222472 + Penalty 2769.414169 = -37102.808302
  nChanged 29
		SP:Iteration 1F (34625.460000 sec): 3 clusters
  Score: Raw -39964.435079 + Penalty 2769.414169 = -37195.020910
  nChanged 6
		SP:Iteration 2Q (34625.470000 sec): 3 clusters
  Score: Raw -39983.554760 + Penalty 2769.414169 = -37214.140590
  nChanged 5
		SP:Iteration 3Q (34625.480000 sec): 3 clusters
  Score: Raw -40003.564844 + Penalty 2769.414169 = -37234.150675
  nChanged 2
		SP:Iteration 4Q (34625.490000 sec): 3 clusters
  Score: Raw -40010.733339 + Penalty 2769.414169 = -37241.319170
  nChanged 0
		SP:Iteration 5F (34625.500000 sec): 3 clusters
  Score: Raw -40010.733339 + Penalty 2769.414169 = -37241.319170
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34625.560000 sec): 2 clusters
  Score: Raw -405440.722333 + Penalty 1934.542018 = -403506.180314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34625.620000 sec): 3 clusters
  Score: Raw -404486.290716 + Penalty 3869.084037 = -400617.206679
  nChanged 846
		SP:Iteration 1F (34625.680000 sec): 3 clusters
  Score: Raw -405112.008340 + Penalty 3869.084037 = -401242.924303
  nChanged 187
		SP:Iteration 2F (34625.740000 sec): 3 clusters
  Score: Raw -405253.470013 + Penalty 3869.084037 = -401384.385976
  nChanged 114
		SP:Iteration 3Q (34625.800000 sec): 3 clusters
  Score: Raw -405354.073214 + Penalty 3869.084037 = -401484.989177
  nChanged 87
		SP:Iteration 4Q (34625.850000 sec): 3 clusters
  Score: Raw -405439.975315 + Penalty 3869.084037 = -401570.891278
  nChanged 79
		SP:Iteration 5Q (34625.910000 sec): 3 clusters
  Score: Raw -405517.833186 + Penalty 3869.084037 = -401648.749150
  nChanged 78
		SP:Iteration 6Q (34625.970000 sec): 3 clusters
  Score: Raw -405603.452555 + Penalty 3869.084037 = -401734.368518
  nChanged 66
		SP:Iteration 7Q (34626.030000 sec): 3 clusters
  Score: Raw -405672.362784 + Penalty 3869.084037 = -401803.278747
  nChanged 72
		SP:Iteration 8Q (34626.080000 sec): 3 clusters
  Score: Raw -405738.125649 + Penalty 3869.084037 = -401869.041612
  nChanged 67
		SP:Iteration 9Q (34626.140000 sec): 3 clusters
  Score: Raw -405811.619772 + Penalty 3869.084037 = -401942.535736
  nChanged 70
		SP:Iteration 10Q (34626.200000 sec): 3 clusters
  Score: Raw -405898.784589 + Penalty 3869.084037 = -402029.700553
  nChanged 80
		SP:Iteration 11Q (34626.260000 sec): 3 clusters
  Score: Raw -405984.173619 + Penalty 3869.084037 = -402115.089582
  nChanged 82
		SP:Iteration 12Q (34626.320000 sec): 3 clusters
  Score: Raw -406084.408410 + Penalty 3869.084037 = -402215.324373
  nChanged 82
		SP:Iteration 13Q (34626.370000 sec): 3 clusters
  Score: Raw -406167.511973 + Penalty 3869.084037 = -402298.427937
  nChanged 69
		SP:Iteration 14Q (34626.430000 sec): 3 clusters
  Score: Raw -406252.525822 + Penalty 3869.084037 = -402383.441785
  nChanged 57
		SP:Iteration 15Q (34626.490000 sec): 3 clusters
  Score: Raw -406314.783507 + Penalty 3869.084037 = -402445.699471
  nChanged 61
		SP:Iteration 16Q (34626.540000 sec): 3 clusters
  Score: Raw -406412.807191 + Penalty 3869.084037 = -402543.723154
  nChanged 58
		SP:Iteration 17Q (34626.600000 sec): 3 clusters
  Score: Raw -406493.627590 + Penalty 3869.084037 = -402624.543553
  nChanged 62
		SP:Iteration 18Q (34626.660000 sec): 3 clusters
  Score: Raw -406555.938182 + Penalty 3869.084037 = -402686.854145
  nChanged 47
		SP:Iteration 19Q (34626.720000 sec): 3 clusters
  Score: Raw -406601.301559 + Penalty 3869.084037 = -402732.217522
  nChanged 43
		SP:Iteration 20F (34626.770000 sec): 3 clusters
  Score: Raw -406644.141123 + Penalty 3869.084037 = -402775.057086
  nChanged 32
		SP:Iteration 21Q (34626.830000 sec): 3 clusters
  Score: Raw -406671.267102 + Penalty 3869.084037 = -402802.183065
  nChanged 27
		SP:Iteration 22Q (34626.890000 sec): 3 clusters
  Score: Raw -406685.233450 + Penalty 3869.084037 = -402816.149413
  nChanged 18
		SP:Iteration 23Q (34626.940000 sec): 3 clusters
  Score: Raw -406695.529553 + Penalty 3869.084037 = -402826.445517
  nChanged 14
		SP:Iteration 24Q (34627.000000 sec): 3 clusters
  Score: Raw -406704.230950 + Penalty 3869.084037 = -402835.146913
  nChanged 10
		SP:Iteration 25Q (34627.060000 sec): 3 clusters
  Score: Raw -406710.576955 + Penalty 3869.084037 = -402841.492918
  nChanged 7
		SP:Iteration 26Q (34627.120000 sec): 3 clusters
  Score: Raw -406715.767417 + Penalty 3869.084037 = -402846.683381
  nChanged 10
		SP:Iteration 27Q (34627.170000 sec): 3 clusters
  Score: Raw -406724.096286 + Penalty 3869.084037 = -402855.012250
  nChanged 10
		SP:Iteration 28Q (34627.230000 sec): 3 clusters
  Score: Raw -406730.219888 + Penalty 3869.084037 = -402861.135851
  nChanged 5
		SP:Iteration 29Q (34627.290000 sec): 3 clusters
  Score: Raw -406735.785794 + Penalty 3869.084037 = -402866.701757
  nChanged 11
		SP:Iteration 30Q (34627.340000 sec): 3 clusters
  Score: Raw -406743.265728 + Penalty 3869.084037 = -402874.181691
  nChanged 9
		SP:Iteration 31Q (34627.400000 sec): 3 clusters
  Score: Raw -406751.236538 + Penalty 3869.084037 = -402882.152501
  nChanged 8
		SP:Iteration 32Q (34627.460000 sec): 3 clusters
  Score: Raw -406756.680939 + Penalty 3869.084037 = -402887.596902
  nChanged 12
		SP:Iteration 33Q (34627.520000 sec): 3 clusters
  Score: Raw -406766.153490 + Penalty 3869.084037 = -402897.069453
  nChanged 16
		SP:Iteration 34Q (34627.570000 sec): 3 clusters
  Score: Raw -406777.849071 + Penalty 3869.084037 = -402908.765034
  nChanged 13
		SP:Iteration 35Q (34627.630000 sec): 3 clusters
  Score: Raw -406785.114920 + Penalty 3869.084037 = -402916.030884
  nChanged 7
		SP:Iteration 36Q (34627.690000 sec): 3 clusters
  Score: Raw -406788.073835 + Penalty 3869.084037 = -402918.989799
  nChanged 7
		SP:Iteration 37Q (34627.740000 sec): 3 clusters
  Score: Raw -406791.897581 + Penalty 3869.084037 = -402922.813544
  nChanged 6
		SP:Iteration 38Q (34627.800000 sec): 3 clusters
  Score: Raw -406795.332997 + Penalty 3869.084037 = -402926.248961
  nChanged 8
		SP:Iteration 39Q (34627.860000 sec): 3 clusters
  Score: Raw -406798.544844 + Penalty 3869.084037 = -402929.460807
  nChanged 4
		SP:Iteration 40F (34627.920000 sec): 3 clusters
  Score: Raw -406799.819851 + Penalty 3869.084037 = -402930.735814
  nChanged 1
		SP:Iteration 41Q (34627.970000 sec): 3 clusters
  Score: Raw -406800.712431 + Penalty 3869.084037 = -402931.628394
  nChanged 2
		SP:Iteration 42Q (34628.030000 sec): 3 clusters
  Score: Raw -406801.117810 + Penalty 3869.084037 = -402932.033773
  nChanged 0
		SP:Iteration 43F (34628.090000 sec): 3 clusters
  Score: Raw -406801.117810 + Penalty 3869.084037 = -402932.033773
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34628.130000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34628.150000 sec): 3 clusters
  Score: Raw -77901.634992 + Penalty 3054.911313 = -74846.723679
  nChanged 71
		SP:Iteration 1F (34628.180000 sec): 3 clusters
  Score: Raw -78037.095096 + Penalty 3054.911313 = -74982.183784
  nChanged 16
		SP:Iteration 2Q (34628.200000 sec): 3 clusters
  Score: Raw -78075.951418 + Penalty 3054.911313 = -75021.040105
  nChanged 7
		SP:Iteration 3Q (34628.220000 sec): 3 clusters
  Score: Raw -78089.845341 + Penalty 3054.911313 = -75034.934028
  nChanged 5
		SP:Iteration 4Q (34628.240000 sec): 3 clusters
  Score: Raw -78105.887479 + Penalty 3054.911313 = -75050.976166
  nChanged 3
		SP:Iteration 5Q (34628.260000 sec): 3 clusters
  Score: Raw -78112.740981 + Penalty 3054.911313 = -75057.829668
  nChanged 1
		SP:Iteration 6Q (34628.280000 sec): 3 clusters
  Score: Raw -78114.712755 + Penalty 3054.911313 = -75059.801442
  nChanged 1
		SP:Iteration 7Q (34628.310000 sec): 3 clusters
  Score: Raw -78116.903911 + Penalty 3054.911313 = -75061.992598
  nChanged 1
		SP:Iteration 8Q (34628.330000 sec): 3 clusters
  Score: Raw -78124.053858 + Penalty 3054.911313 = -75069.142545
  nChanged 1
		SP:Iteration 9Q (34628.350000 sec): 3 clusters
  Score: Raw -78127.265724 + Penalty 3054.911313 = -75072.354411
  nChanged 1
		SP:Iteration 10Q (34628.380000 sec): 3 clusters
  Score: Raw -78129.682635 + Penalty 3054.911313 = -75074.771323
  nChanged 0
		SP:Iteration 11F (34628.400000 sec): 3 clusters
  Score: Raw -78129.682635 + Penalty 3054.911313 = -75074.771323
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34628.520000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34628.700000 sec): 3 clusters
  Score: Raw -649237.760173 + Penalty 4072.626108 = -645165.134065
  nChanged 1381
		SP:Iteration 1F (34628.870000 sec): 3 clusters
  Score: Raw -650181.514995 + Penalty 4072.626108 = -646108.888887
  nChanged 344
		SP:Iteration 2F (34629.040000 sec): 3 clusters
  Score: Raw -650455.607432 + Penalty 4072.626108 = -646382.981324
  nChanged 224
		SP:Iteration 3F (34629.220000 sec): 3 clusters
  Score: Raw -650660.539963 + Penalty 4072.626108 = -646587.913856
  nChanged 204
		SP:Iteration 4F (34629.400000 sec): 3 clusters
  Score: Raw -650855.531250 + Penalty 4072.626108 = -646782.905142
  nChanged 177
		SP:Iteration 5Q (34629.570000 sec): 3 clusters
  Score: Raw -651008.713436 + Penalty 4072.626108 = -646936.087328
  nChanged 132
		SP:Iteration 6Q (34629.740000 sec): 3 clusters
  Score: Raw -651124.398809 + Penalty 4072.626108 = -647051.772702
  nChanged 99
		SP:Iteration 7Q (34629.900000 sec): 3 clusters
  Score: Raw -651207.390374 + Penalty 4072.626108 = -647134.764266
  nChanged 93
		SP:Iteration 8Q (34630.060000 sec): 3 clusters
  Score: Raw -651291.504341 + Penalty 4072.626108 = -647218.878234
  nChanged 82
		SP:Iteration 9Q (34630.220000 sec): 3 clusters
  Score: Raw -651352.987552 + Penalty 4072.626108 = -647280.361444
  nChanged 48
		SP:Iteration 10Q (34630.380000 sec): 3 clusters
  Score: Raw -651382.095439 + Penalty 4072.626108 = -647309.469331
  nChanged 31
		SP:Iteration 11Q (34630.560000 sec): 3 clusters
  Score: Raw -651396.875373 + Penalty 4072.626108 = -647324.249265
  nChanged 20
		SP:Iteration 12Q (34630.720000 sec): 3 clusters
  Score: Raw -651409.217662 + Penalty 4072.626108 = -647336.591554
  nChanged 24
		SP:Iteration 13Q (34630.880000 sec): 3 clusters
  Score: Raw -651423.695268 + Penalty 4072.626108 = -647351.069160
  nChanged 21
		SP:Iteration 14Q (34631.050000 sec): 3 clusters
  Score: Raw -651437.319288 + Penalty 4072.626108 = -647364.693180
  nChanged 26
		SP:Iteration 15Q (34631.210000 sec): 3 clusters
  Score: Raw -651452.986657 + Penalty 4072.626108 = -647380.360550
  nChanged 18
		SP:Iteration 16Q (34631.370000 sec): 3 clusters
  Score: Raw -651464.939005 + Penalty 4072.626108 = -647392.312897
  nChanged 13
		SP:Iteration 17Q (34631.540000 sec): 3 clusters
  Score: Raw -651474.122510 + Penalty 4072.626108 = -647401.496403
  nChanged 13
		SP:Iteration 18Q (34631.700000 sec): 3 clusters
  Score: Raw -651479.938420 + Penalty 4072.626108 = -647407.312312
  nChanged 7
		SP:Iteration 19Q (34631.860000 sec): 3 clusters
  Score: Raw -651482.708794 + Penalty 4072.626108 = -647410.082686
  nChanged 3
		SP:Iteration 20F (34632.030000 sec): 3 clusters
  Score: Raw -651484.591356 + Penalty 4072.626108 = -647411.965248
  nChanged 5
		SP:Iteration 21Q (34632.210000 sec): 3 clusters
  Score: Raw -651486.731852 + Penalty 4072.626108 = -647414.105744
  nChanged 2
		SP:Iteration 22Q (34632.290000 sec): 3 clusters
  Score: Raw -651487.202287 + Penalty 4072.626108 = -647414.576179
  nChanged 0
		SP:Iteration 23F (34632.380000 sec): 3 clusters
  Score: Raw -651487.202287 + Penalty 4072.626108 = -647414.576179
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34632.500000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34632.670000 sec): 3 clusters
  Score: Raw -191512.306505 + Penalty 3494.272938 = -188018.033567
  nChanged 281
		SP:Iteration 1F (34632.830000 sec): 3 clusters
  Score: Raw -191804.696277 + Penalty 3494.272938 = -188310.423339
  nChanged 54
		SP:Iteration 2Q (34633.000000 sec): 3 clusters
  Score: Raw -191890.003953 + Penalty 3494.272938 = -188395.731015
  nChanged 46
		SP:Iteration 3Q (34633.160000 sec): 3 clusters
  Score: Raw -191977.368250 + Penalty 3494.272938 = -188483.095312
  nChanged 36
		SP:Iteration 4Q (34633.290000 sec): 3 clusters
  Score: Raw -192034.135760 + Penalty 3494.272938 = -188539.862822
  nChanged 35
		SP:Iteration 5Q (34633.460000 sec): 3 clusters
  Score: Raw -192088.856827 + Penalty 3494.272938 = -188594.583889
  nChanged 25
		SP:Iteration 6Q (34633.640000 sec): 3 clusters
  Score: Raw -192136.107586 + Penalty 3494.272938 = -188641.834648
  nChanged 29
		SP:Iteration 7Q (34633.810000 sec): 3 clusters
  Score: Raw -192176.579775 + Penalty 3494.272938 = -188682.306837
  nChanged 21
		SP:Iteration 8Q (34633.990000 sec): 3 clusters
  Score: Raw -192213.093392 + Penalty 3494.272938 = -188718.820454
  nChanged 17
		SP:Iteration 9Q (34634.170000 sec): 3 clusters
  Score: Raw -192241.186737 + Penalty 3494.272938 = -188746.913799
  nChanged 19
		SP:Iteration 10Q (34634.340000 sec): 3 clusters
  Score: Raw -192268.367185 + Penalty 3494.272938 = -188774.094247
  nChanged 22
		SP:Iteration 11Q (34634.510000 sec): 3 clusters
  Score: Raw -192299.865795 + Penalty 3494.272938 = -188805.592857
  nChanged 10
		SP:Iteration 12Q (34634.690000 sec): 3 clusters
  Score: Raw -192313.730847 + Penalty 3494.272938 = -188819.457909
  nChanged 9
		SP:Iteration 13Q (34634.830000 sec): 3 clusters
  Score: Raw -192326.404189 + Penalty 3494.272938 = -188832.131251
  nChanged 11
		SP:Iteration 14Q (34634.850000 sec): 3 clusters
  Score: Raw -192340.200577 + Penalty 3494.272938 = -188845.927639
  nChanged 11
		SP:Iteration 15Q (34634.890000 sec): 3 clusters
  Score: Raw -192352.758515 + Penalty 3494.272938 = -188858.485577
  nChanged 11
		SP:Iteration 16Q (34634.920000 sec): 3 clusters
  Score: Raw -192366.916614 + Penalty 3494.272938 = -188872.643676
  nChanged 6
		SP:Iteration 17Q (34634.950000 sec): 3 clusters
  Score: Raw -192375.482850 + Penalty 3494.272938 = -188881.209912
  nChanged 4
		SP:Iteration 18Q (34634.980000 sec): 3 clusters
  Score: Raw -192378.262741 + Penalty 3494.272938 = -188883.989803
  nChanged 4
		SP:Iteration 19Q (34635.020000 sec): 3 clusters
  Score: Raw -192380.295919 + Penalty 3494.272938 = -188886.022981
  nChanged 4
		SP:Iteration 20F (34635.050000 sec): 3 clusters
  Score: Raw -192386.709704 + Penalty 3494.272938 = -188892.436766
  nChanged 3
		SP:Iteration 21Q (34635.080000 sec): 3 clusters
  Score: Raw -192392.074761 + Penalty 3494.272938 = -188897.801823
  nChanged 5
		SP:Iteration 22Q (34635.110000 sec): 3 clusters
  Score: Raw -192397.359994 + Penalty 3494.272938 = -188903.087056
  nChanged 4
		SP:Iteration 23Q (34635.150000 sec): 3 clusters
  Score: Raw -192400.859138 + Penalty 3494.272938 = -188906.586200
  nChanged 1
		SP:Iteration 24Q (34635.180000 sec): 3 clusters
  Score: Raw -192401.438683 + Penalty 3494.272938 = -188907.165745
  nChanged 0
		SP:Iteration 25F (34635.210000 sec): 3 clusters
  Score: Raw -192401.438683 + Penalty 3494.272938 = -188907.165745
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34635.240000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34635.250000 sec): 3 clusters
  Score: Raw -20992.170728 + Penalty 2458.090221 = -18534.080507
  nChanged 10
		SP:Iteration 1F (34635.260000 sec): 3 clusters
  Score: Raw -21054.831224 + Penalty 2458.090221 = -18596.741003
  nChanged 2
		SP:Iteration 2Q (34635.270000 sec): 3 clusters
  Score: Raw -21065.703919 + Penalty 2458.090221 = -18607.613699
  nChanged 0
		SP:Iteration 3F (34635.270000 sec): 3 clusters
  Score: Raw -21065.703919 + Penalty 2458.090221 = -18607.613699
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34635.300000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34635.310000 sec): 3 clusters
  Score: Raw -52819.911157 + Penalty 2857.977486 = -49961.933671
  nChanged 33
		SP:Iteration 1F (34635.330000 sec): 3 clusters
  Score: Raw -52915.427804 + Penalty 2857.977486 = -50057.450318
  nChanged 7
		SP:Iteration 2Q (34635.340000 sec): 3 clusters
  Score: Raw -52940.480386 + Penalty 2857.977486 = -50082.502900
  nChanged 1
		SP:Iteration 3Q (34635.360000 sec): 3 clusters
  Score: Raw -52943.217049 + Penalty 2857.977486 = -50085.239563
  nChanged 3
		SP:Iteration 4Q (34635.370000 sec): 3 clusters
  Score: Raw -52952.414487 + Penalty 2857.977486 = -50094.437001
  nChanged 1
		SP:Iteration 5Q (34635.380000 sec): 3 clusters
  Score: Raw -52956.547107 + Penalty 2857.977486 = -50098.569622
  nChanged 1
		SP:Iteration 6Q (34635.390000 sec): 3 clusters
  Score: Raw -52958.877353 + Penalty 2857.977486 = -50100.899867
  nChanged 0
		SP:Iteration 7F (34635.410000 sec): 3 clusters
  Score: Raw -52958.877353 + Penalty 2857.977486 = -50100.899867
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34635.430000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34635.460000 sec): 3 clusters
  Score: Raw -68433.387344 + Penalty 3139.541569 = -65293.845775
  nChanged 120
		SP:Iteration 1F (34635.480000 sec): 3 clusters
  Score: Raw -68724.213639 + Penalty 3139.541569 = -65584.672070
  nChanged 41
		SP:Iteration 2F (34635.510000 sec): 3 clusters
  Score: Raw -68841.634410 + Penalty 3139.541569 = -65702.092841
  nChanged 27
		SP:Iteration 3Q (34635.530000 sec): 3 clusters
  Score: Raw -68946.719146 + Penalty 3139.541569 = -65807.177577
  nChanged 20
		SP:Iteration 4Q (34635.550000 sec): 3 clusters
  Score: Raw -69058.904995 + Penalty 3139.541569 = -65919.363426
  nChanged 23
		SP:Iteration 5Q (34635.570000 sec): 3 clusters
  Score: Raw -69137.854117 + Penalty 3139.541569 = -65998.312548
  nChanged 22
		SP:Iteration 6Q (34635.600000 sec): 3 clusters
  Score: Raw -69183.761552 + Penalty 3139.541569 = -66044.219983
  nChanged 11
		SP:Iteration 7Q (34635.620000 sec): 3 clusters
  Score: Raw -69204.239912 + Penalty 3139.541569 = -66064.698343
  nChanged 6
		SP:Iteration 8Q (34635.650000 sec): 3 clusters
  Score: Raw -69223.266478 + Penalty 3139.541569 = -66083.724909
  nChanged 7
		SP:Iteration 9Q (34635.670000 sec): 3 clusters
  Score: Raw -69249.732501 + Penalty 3139.541569 = -66110.190932
  nChanged 4
		SP:Iteration 10Q (34635.690000 sec): 3 clusters
  Score: Raw -69264.359568 + Penalty 3139.541569 = -66124.817999
  nChanged 6
		SP:Iteration 11Q (34635.710000 sec): 3 clusters
  Score: Raw -69273.124155 + Penalty 3139.541569 = -66133.582586
  nChanged 5
		SP:Iteration 12Q (34635.740000 sec): 3 clusters
  Score: Raw -69295.624052 + Penalty 3139.541569 = -66156.082483
  nChanged 5
		SP:Iteration 13Q (34635.760000 sec): 3 clusters
  Score: Raw -69316.138242 + Penalty 3139.541569 = -66176.596673
  nChanged 5
		SP:Iteration 14Q (34635.790000 sec): 3 clusters
  Score: Raw -69333.459241 + Penalty 3139.541569 = -66193.917672
  nChanged 2
		SP:Iteration 15Q (34635.810000 sec): 3 clusters
  Score: Raw -69339.188935 + Penalty 3139.541569 = -66199.647366
  nChanged 2
		SP:Iteration 16Q (34635.830000 sec): 3 clusters
  Score: Raw -69358.414168 + Penalty 3139.541569 = -66218.872599
  nChanged 5
		SP:Iteration 17Q (34635.950000 sec): 3 clusters
  Score: Raw -69371.109005 + Penalty 3139.541569 = -66231.567436
  nChanged 5
		SP:Iteration 18Q (34636.060000 sec): 3 clusters
  Score: Raw -69377.876145 + Penalty 3139.541569 = -66238.334575
  nChanged 2
		SP:Iteration 19Q (34636.230000 sec): 3 clusters
  Score: Raw -69383.109853 + Penalty 3139.541569 = -66243.568284
  nChanged 0
		SP:Iteration 20F (34636.410000 sec): 3 clusters
  Score: Raw -69389.726972 + Penalty 3139.541569 = -66250.185403
  nChanged 1
		SP:Iteration 21Q (34636.590000 sec): 3 clusters
  Score: Raw -69398.764751 + Penalty 3139.541569 = -66259.223182
  nChanged 1
		SP:Iteration 22Q (34636.760000 sec): 3 clusters
  Score: Raw -69401.154258 + Penalty 3139.541569 = -66261.612689
  nChanged 0
		SP:Iteration 23F (34636.860000 sec): 3 clusters
  Score: Raw -69401.154258 + Penalty 3139.541569 = -66261.612689
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34636.880000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34636.890000 sec): 3 clusters
  Score: Raw -23110.204168 + Penalty 2471.868884 = -20638.335284
  nChanged 7
		SP:Iteration 1Q (34636.890000 sec): 3 clusters
  Score: Raw -23190.225383 + Penalty 2471.868884 = -20718.356498
  nChanged 1
		SP:Iteration 2Q (34636.910000 sec): 3 clusters
  Score: Raw -23205.085681 + Penalty 2471.868884 = -20733.216796
  nChanged 0
		SP:Iteration 3F (34636.910000 sec): 3 clusters
  Score: Raw -23205.085681 + Penalty 2471.868884 = -20733.216796
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34636.940000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34636.970000 sec): 3 clusters
  Score: Raw -95092.761787 + Penalty 3167.892142 = -91924.869645
  nChanged 122
		SP:Iteration 1F (34636.990000 sec): 3 clusters
  Score: Raw -95352.236468 + Penalty 3167.892142 = -92184.344325
  nChanged 26
		SP:Iteration 2Q (34637.010000 sec): 3 clusters
  Score: Raw -95429.917211 + Penalty 3167.892142 = -92262.025068
  nChanged 13
		SP:Iteration 3Q (34637.040000 sec): 3 clusters
  Score: Raw -95467.927337 + Penalty 3167.892142 = -92300.035195
  nChanged 13
		SP:Iteration 4Q (34637.060000 sec): 3 clusters
  Score: Raw -95518.433857 + Penalty 3167.892142 = -92350.541715
  nChanged 9
		SP:Iteration 5Q (34637.090000 sec): 3 clusters
  Score: Raw -95580.055206 + Penalty 3167.892142 = -92412.163063
  nChanged 5
		SP:Iteration 6Q (34637.110000 sec): 3 clusters
  Score: Raw -95617.589117 + Penalty 3167.892142 = -92449.696974
  nChanged 11
		SP:Iteration 7Q (34637.130000 sec): 3 clusters
  Score: Raw -95643.874682 + Penalty 3167.892142 = -92475.982540
  nChanged 5
		SP:Iteration 8Q (34637.150000 sec): 3 clusters
  Score: Raw -95654.889497 + Penalty 3167.892142 = -92486.997355
  nChanged 2
		SP:Iteration 9Q (34637.180000 sec): 3 clusters
  Score: Raw -95659.782910 + Penalty 3167.892142 = -92491.890768
  nChanged 3
		SP:Iteration 10Q (34637.200000 sec): 3 clusters
  Score: Raw -95666.687238 + Penalty 3167.892142 = -92498.795096
  nChanged 2
		SP:Iteration 11Q (34637.230000 sec): 3 clusters
  Score: Raw -95668.772610 + Penalty 3167.892142 = -92500.880468
  nChanged 1
		SP:Iteration 12Q (34637.250000 sec): 3 clusters
  Score: Raw -95670.946676 + Penalty 3167.892142 = -92503.054533
  nChanged 2
		SP:Iteration 13Q (34637.270000 sec): 3 clusters
  Score: Raw -95672.935014 + Penalty 3167.892142 = -92505.042872
  nChanged 0
		SP:Iteration 14F (34637.300000 sec): 3 clusters
  Score: Raw -95672.935014 + Penalty 3167.892142 = -92505.042872
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34637.320000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34637.330000 sec): 3 clusters
  Score: Raw -43863.801484 + Penalty 2789.512683 = -41074.288801
  nChanged 29
		SP:Iteration 1F (34637.340000 sec): 3 clusters
  Score: Raw -43922.306077 + Penalty 2789.512683 = -41132.793394
  nChanged 9
		SP:Iteration 2Q (34637.350000 sec): 3 clusters
  Score: Raw -43947.054118 + Penalty 2789.512683 = -41157.541435
  nChanged 7
		SP:Iteration 3Q (34637.350000 sec): 3 clusters
  Score: Raw -43973.174340 + Penalty 2789.512683 = -41183.661657
  nChanged 2
		SP:Iteration 4Q (34637.360000 sec): 3 clusters
  Score: Raw -43990.172520 + Penalty 2789.512683 = -41200.659837
  nChanged 3
		SP:Iteration 5Q (34637.370000 sec): 3 clusters
  Score: Raw -44005.026849 + Penalty 2789.512683 = -41215.514166
  nChanged 0
		SP:Iteration 6F (34637.370000 sec): 3 clusters
  Score: Raw -44005.026849 + Penalty 2789.512683 = -41215.514166
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34637.420000 sec): 2 clusters
  Score: Raw -184300.939179 + Penalty 1745.182848 = -182555.756330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34637.450000 sec): 3 clusters
  Score: Raw -184018.744312 + Penalty 3490.365697 = -180528.378616
  nChanged 313
		SP:Iteration 1F (34637.490000 sec): 3 clusters
  Score: Raw -184477.256962 + Penalty 3490.365697 = -180986.891265
  nChanged 112
		SP:Iteration 2F (34637.520000 sec): 3 clusters
  Score: Raw -184673.474315 + Penalty 3490.365697 = -181183.108618
  nChanged 58
		SP:Iteration 3F (34637.550000 sec): 3 clusters
  Score: Raw -184756.564056 + Penalty 3490.365697 = -181266.198359
  nChanged 40
		SP:Iteration 4Q (34637.590000 sec): 3 clusters
  Score: Raw -184808.593847 + Penalty 3490.365697 = -181318.228150
  nChanged 25
		SP:Iteration 5Q (34637.620000 sec): 3 clusters
  Score: Raw -184843.599819 + Penalty 3490.365697 = -181353.234122
  nChanged 18
		SP:Iteration 6Q (34637.650000 sec): 3 clusters
  Score: Raw -184863.895143 + Penalty 3490.365697 = -181373.529446
  nChanged 9
		SP:Iteration 7Q (34637.690000 sec): 3 clusters
  Score: Raw -184871.422952 + Penalty 3490.365697 = -181381.057255
  nChanged 6
		SP:Iteration 8Q (34637.720000 sec): 3 clusters
  Score: Raw -184877.950456 + Penalty 3490.365697 = -181387.584759
  nChanged 4
		SP:Iteration 9Q (34637.750000 sec): 3 clusters
  Score: Raw -184881.309892 + Penalty 3490.365697 = -181390.944195
  nChanged 1
		SP:Iteration 10Q (34637.780000 sec): 3 clusters
  Score: Raw -184882.513523 + Penalty 3490.365697 = -181392.147826
  nChanged 0
		SP:Iteration 11F (34637.810000 sec): 3 clusters
  Score: Raw -184882.513523 + Penalty 3490.365697 = -181392.147826
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34637.850000 sec): 2 clusters
  Score: Raw -46147.085614 + Penalty 1454.884078 = -44692.201536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34637.860000 sec): 3 clusters
  Score: Raw -46591.574298 + Penalty 2909.768156 = -43681.806142
  nChanged 101
		SP:Iteration 1F (34637.870000 sec): 3 clusters
  Score: Raw -47030.506822 + Penalty 2909.768156 = -44120.738666
  nChanged 26
		SP:Iteration 2F (34637.890000 sec): 3 clusters
  Score: Raw -47199.612436 + Penalty 2909.768156 = -44289.844280
  nChanged 15
		SP:Iteration 3Q (34637.900000 sec): 3 clusters
  Score: Raw -47261.007052 + Penalty 2909.768156 = -44351.238896
  nChanged 7
		SP:Iteration 4Q (34637.910000 sec): 3 clusters
  Score: Raw -47295.934265 + Penalty 2909.768156 = -44386.166108
  nChanged 4
		SP:Iteration 5Q (34637.920000 sec): 3 clusters
  Score: Raw -47307.421394 + Penalty 2909.768156 = -44397.653238
  nChanged 4
		SP:Iteration 6Q (34637.940000 sec): 3 clusters
  Score: Raw -47338.522100 + Penalty 2909.768156 = -44428.753944
  nChanged 2
		SP:Iteration 7Q (34637.950000 sec): 3 clusters
  Score: Raw -47340.814847 + Penalty 2909.768156 = -44431.046691
  nChanged 0
		SP:Iteration 8F (34637.960000 sec): 3 clusters
  Score: Raw -47340.814847 + Penalty 2909.768156 = -44431.046691
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34638.000000 sec): 2 clusters
  Score: Raw -85690.496382 + Penalty 1587.263846 = -84103.232535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34638.020000 sec): 3 clusters
  Score: Raw -85714.657175 + Penalty 3174.527693 = -82540.129482
  nChanged 146
		SP:Iteration 1F (34638.050000 sec): 3 clusters
  Score: Raw -85987.505462 + Penalty 3174.527693 = -82812.977769
  nChanged 38
		SP:Iteration 2F (34638.070000 sec): 3 clusters
  Score: Raw -86077.616697 + Penalty 3174.527693 = -82903.089004
  nChanged 16
		SP:Iteration 3Q (34638.090000 sec): 3 clusters
  Score: Raw -86107.030405 + Penalty 3174.527693 = -82932.502712
  nChanged 13
		SP:Iteration 4Q (34638.200000 sec): 3 clusters
  Score: Raw -86142.895513 + Penalty 3174.527693 = -82968.367820
  nChanged 13
		SP:Iteration 5Q (34638.230000 sec): 3 clusters
  Score: Raw -86207.892986 + Penalty 3174.527693 = -83033.365293
  nChanged 17
		SP:Iteration 6Q (34638.250000 sec): 3 clusters
  Score: Raw -86276.233109 + Penalty 3174.527693 = -83101.705416
  nChanged 16
		SP:Iteration 7Q (34638.270000 sec): 3 clusters
  Score: Raw -86340.988541 + Penalty 3174.527693 = -83166.460848
  nChanged 15
		SP:Iteration 8Q (34638.300000 sec): 3 clusters
  Score: Raw -86405.089157 + Penalty 3174.527693 = -83230.561464
  nChanged 18
		SP:Iteration 9Q (34638.320000 sec): 3 clusters
  Score: Raw -86470.579039 + Penalty 3174.527693 = -83296.051346
  nChanged 20
		SP:Iteration 10Q (34638.350000 sec): 3 clusters
  Score: Raw -86555.674865 + Penalty 3174.527693 = -83381.147173
  nChanged 15
		SP:Iteration 11Q (34638.370000 sec): 3 clusters
  Score: Raw -86644.603753 + Penalty 3174.527693 = -83470.076060
  nChanged 16
		SP:Iteration 12Q (34638.390000 sec): 3 clusters
  Score: Raw -86743.282740 + Penalty 3174.527693 = -83568.755047
  nChanged 13
		SP:Iteration 13Q (34638.410000 sec): 3 clusters
  Score: Raw -86796.240907 + Penalty 3174.527693 = -83621.713214
  nChanged 7
		SP:Iteration 14Q (34638.440000 sec): 3 clusters
  Score: Raw -86821.546266 + Penalty 3174.527693 = -83647.018573
  nChanged 6
		SP:Iteration 15Q (34638.460000 sec): 3 clusters
  Score: Raw -86871.713260 + Penalty 3174.527693 = -83697.185567
  nChanged 8
		SP:Iteration 16Q (34638.490000 sec): 3 clusters
  Score: Raw -86916.519286 + Penalty 3174.527693 = -83741.991593
  nChanged 5
		SP:Iteration 17Q (34638.510000 sec): 3 clusters
  Score: Raw -86944.970511 + Penalty 3174.527693 = -83770.442818
  nChanged 5
		SP:Iteration 18Q (34638.530000 sec): 3 clusters
  Score: Raw -86963.435439 + Penalty 3174.527693 = -83788.907746
  nChanged 2
		SP:Iteration 19Q (34638.550000 sec): 3 clusters
  Score: Raw -86966.781554 + Penalty 3174.527693 = -83792.253861
  nChanged 1
		SP:Iteration 20F (34638.580000 sec): 3 clusters
  Score: Raw -86973.339660 + Penalty 3174.527693 = -83798.811967
  nChanged 5
		SP:Iteration 21Q (34638.600000 sec): 3 clusters
  Score: Raw -86991.647150 + Penalty 3174.527693 = -83817.119457
  nChanged 6
		SP:Iteration 22Q (34638.630000 sec): 3 clusters
  Score: Raw -87022.071080 + Penalty 3174.527693 = -83847.543387
  nChanged 4
		SP:Iteration 23Q (34638.650000 sec): 3 clusters
  Score: Raw -87031.807901 + Penalty 3174.527693 = -83857.280208
  nChanged 2
		SP:Iteration 24Q (34638.670000 sec): 3 clusters
  Score: Raw -87035.098532 + Penalty 3174.527693 = -83860.570840
  nChanged 3
		SP:Iteration 25Q (34638.700000 sec): 3 clusters
  Score: Raw -87044.780531 + Penalty 3174.527693 = -83870.252839
  nChanged 4
		SP:Iteration 26Q (34638.720000 sec): 3 clusters
  Score: Raw -87053.579557 + Penalty 3174.527693 = -83879.051864
  nChanged 2
		SP:Iteration 27Q (34638.740000 sec): 3 clusters
  Score: Raw -87058.037129 + Penalty 3174.527693 = -83883.509436
  nChanged 2
		SP:Iteration 28Q (34638.770000 sec): 3 clusters
  Score: Raw -87064.383139 + Penalty 3174.527693 = -83889.855447
  nChanged 4
		SP:Iteration 29Q (34638.790000 sec): 3 clusters
  Score: Raw -87079.785773 + Penalty 3174.527693 = -83905.258080
  nChanged 6
		SP:Iteration 30Q (34638.810000 sec): 3 clusters
  Score: Raw -87096.349918 + Penalty 3174.527693 = -83921.822226
  nChanged 3
		SP:Iteration 31Q (34638.840000 sec): 3 clusters
  Score: Raw -87102.781000 + Penalty 3174.527693 = -83928.253307
  nChanged 4
		SP:Iteration 32Q (34638.860000 sec): 3 clusters
  Score: Raw -87117.430776 + Penalty 3174.527693 = -83942.903084
  nChanged 5
		SP:Iteration 33Q (34638.880000 sec): 3 clusters
  Score: Raw -87137.299304 + Penalty 3174.527693 = -83962.771611
  nChanged 4
		SP:Iteration 34Q (34638.910000 sec): 3 clusters
  Score: Raw -87154.191407 + Penalty 3174.527693 = -83979.663714
  nChanged 7
		SP:Iteration 35Q (34638.930000 sec): 3 clusters
  Score: Raw -87190.061409 + Penalty 3174.527693 = -84015.533716
  nChanged 5
		SP:Iteration 36Q (34638.950000 sec): 3 clusters
  Score: Raw -87209.440708 + Penalty 3174.527693 = -84034.913015
  nChanged 8
		SP:Iteration 37Q (34638.980000 sec): 3 clusters
  Score: Raw -87262.352736 + Penalty 3174.527693 = -84087.825043
  nChanged 3
		SP:Iteration 38Q (34639.000000 sec): 3 clusters
  Score: Raw -87279.582681 + Penalty 3174.527693 = -84105.054988
  nChanged 1
		SP:Iteration 39Q (34639.020000 sec): 3 clusters
  Score: Raw -87288.288682 + Penalty 3174.527693 = -84113.760989
  nChanged 1
		SP:Iteration 40F (34639.050000 sec): 3 clusters
  Score: Raw -87295.531651 + Penalty 3174.527693 = -84121.003958
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Deleting Class 60 (315 points): Lose 2567.268938 but Gain 3262.464713
Iteration 463F (34750.880000 sec): 61 clusters
  Score: Raw -91410028.021174 + Penalty 195747.882798 = -91214280.138376
  nChanged 330
Deleting Class 31 (444 points): Lose 3202.037701 but Gain 3262.464713
Iteration 464F (34867.910000 sec): 60 clusters
  Score: Raw -91407671.556028 + Penalty 192485.418085 = -91215186.137943
  nChanged 479
Iteration 465Q (34945.160000 sec): 60 clusters
  Score: Raw -91408874.911424 + Penalty 192485.418085 = -91216389.493340
  nChanged 47
Iteration 466Q (35023.520000 sec): 60 clusters
  Score: Raw -91408926.923850 + Penalty 192485.418085 = -91216441.505765
  nChanged 16
Iteration 467Q (35102.920000 sec): 60 clusters
  Score: Raw -91408943.878952 + Penalty 192485.418085 = -91216458.460867
  nChanged 9
Iteration 468Q (35181.110000 sec): 60 clusters
  Score: Raw -91408947.338631 + Penalty 192485.418085 = -91216461.920546
  nChanged 6
Iteration 469Q (35260.630000 sec): 60 clusters
  Score: Raw -91408948.956114 + Penalty 192485.418085 = -91216463.538029
  nChanged 5
Iteration 470Q (35340.640000 sec): 60 clusters
  Score: Raw -91408952.327284 + Penalty 192485.418085 = -91216466.909199
  nChanged 1
Iteration 471Q (35420.050000 sec): 60 clusters
  Score: Raw -91408954.490671 + Penalty 192485.418085 = -91216469.072586
  nChanged 1
Iteration 472Q (35499.830000 sec): 60 clusters
  Score: Raw -91408954.789924 + Penalty 192485.418085 = -91216469.371839
  nChanged 0
Iteration 473F (35614.810000 sec): 60 clusters
  Score: Raw -91408954.789924 + Penalty 192485.418085 = -91216469.371839
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408954.789924 + Penalty 192485.418085 = -91216469.371839
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35614.880000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35615.050000 sec): 3 clusters
  Score: Raw -48017.786265 + Penalty 2941.076215 = -45076.710050
  nChanged 74
		SP:Iteration 1F (35615.230000 sec): 3 clusters
  Score: Raw -48255.966632 + Penalty 2941.076215 = -45314.890417
  nChanged 27
		SP:Iteration 2F (35615.410000 sec): 3 clusters
  Score: Raw -48371.324209 + Penalty 2941.076215 = -45430.247994
  nChanged 15
		SP:Iteration 3Q (35615.580000 sec): 3 clusters
  Score: Raw -48461.008709 + Penalty 2941.076215 = -45519.932494
  nChanged 18
		SP:Iteration 4Q (35615.760000 sec): 3 clusters
  Score: Raw -48626.593208 + Penalty 2941.076215 = -45685.516993
  nChanged 11
		SP:Iteration 5Q (35615.930000 sec): 3 clusters
  Score: Raw -48732.009360 + Penalty 2941.076215 = -45790.933145
  nChanged 13
		SP:Iteration 6Q (35616.110000 sec): 3 clusters
  Score: Raw -48838.202545 + Penalty 2941.076215 = -45897.126330
  nChanged 10
		SP:Iteration 7Q (35616.290000 sec): 3 clusters
  Score: Raw -48915.155742 + Penalty 2941.076215 = -45974.079527
  nChanged 8
		SP:Iteration 8Q (35616.460000 sec): 3 clusters
  Score: Raw -48944.203755 + Penalty 2941.076215 = -46003.127539
  nChanged 4
		SP:Iteration 9Q (35616.630000 sec): 3 clusters
  Score: Raw -48964.980567 + Penalty 2941.076215 = -46023.904352
  nChanged 2
		SP:Iteration 10Q (35616.810000 sec): 3 clusters
  Score: Raw -48981.533869 + Penalty 2941.076215 = -46040.457654
  nChanged 2
		SP:Iteration 11Q (35616.990000 sec): 3 clusters
  Score: Raw -48993.664641 + Penalty 2941.076215 = -46052.588426
  nChanged 1
		SP:Iteration 12Q (35617.160000 sec): 3 clusters
  Score: Raw -49006.089213 + Penalty 2941.076215 = -46065.012998
  nChanged 0
		SP:Iteration 13F (35617.340000 sec): 3 clusters
  Score: Raw -49006.089213 + Penalty 2941.076215 = -46065.012998
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35617.430000 sec): 2 clusters
  Score: Raw -77478.041275 + Penalty 1532.644130 = -75945.397145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35617.600000 sec): 3 clusters
  Score: Raw -77546.728922 + Penalty 3065.288260 = -74481.440662
  nChanged 75
		SP:Iteration 1F (35617.780000 sec): 3 clusters
  Score: Raw -77659.992149 + Penalty 3065.288260 = -74594.703889
  nChanged 23
		SP:Iteration 2Q (35617.950000 sec): 3 clusters
  Score: Raw -77724.358741 + Penalty 3065.288260 = -74659.070481
  nChanged 13
		SP:Iteration 3Q (35618.130000 sec): 3 clusters
  Score: Raw -77753.906878 + Penalty 3065.288260 = -74688.618618
  nChanged 9
		SP:Iteration 4Q (35618.310000 sec): 3 clusters
  Score: Raw -77786.849442 + Penalty 3065.288260 = -74721.561182
  nChanged 4
		SP:Iteration 5Q (35618.480000 sec): 3 clusters
  Score: Raw -77791.293514 + Penalty 3065.288260 = -74726.005254
  nChanged 2
		SP:Iteration 6Q (35618.660000 sec): 3 clusters
  Score: Raw -77795.861998 + Penalty 3065.288260 = -74730.573737
  nChanged 1
		SP:Iteration 7Q (35618.830000 sec): 3 clusters
  Score: Raw -77798.993761 + Penalty 3065.288260 = -74733.705501
  nChanged 0
		SP:Iteration 8F (35619.010000 sec): 3 clusters
  Score: Raw -77798.993761 + Penalty 3065.288260 = -74733.705501
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35619.100000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35619.270000 sec): 3 clusters
  Score: Raw -221774.392156 + Penalty 3514.607126 = -218259.785030
  nChanged 311
		SP:Iteration 1F (35619.450000 sec): 3 clusters
  Score: Raw -222092.749164 + Penalty 3514.607126 = -218578.142038
  nChanged 76
		SP:Iteration 2F (35619.630000 sec): 3 clusters
  Score: Raw -222208.022175 + Penalty 3514.607126 = -218693.415049
  nChanged 52
		SP:Iteration 3Q (35619.800000 sec): 3 clusters
  Score: Raw -222286.554753 + Penalty 3514.607126 = -218771.947626
  nChanged 44
		SP:Iteration 4Q (35619.980000 sec): 3 clusters
  Score: Raw -222353.002827 + Penalty 3514.607126 = -218838.395700
  nChanged 39
		SP:Iteration 5Q (35620.150000 sec): 3 clusters
  Score: Raw -222403.935018 + Penalty 3514.607126 = -218889.327892
  nChanged 21
		SP:Iteration 6Q (35620.330000 sec): 3 clusters
  Score: Raw -222427.962026 + Penalty 3514.607126 = -218913.354900
  nChanged 20
		SP:Iteration 7Q (35620.510000 sec): 3 clusters
  Score: Raw -222460.018336 + Penalty 3514.607126 = -218945.411209
  nChanged 19
		SP:Iteration 8Q (35620.680000 sec): 3 clusters
  Score: Raw -222486.353928 + Penalty 3514.607126 = -218971.746801
  nChanged 16
		SP:Iteration 9Q (35620.850000 sec): 3 clusters
  Score: Raw -222503.026699 + Penalty 3514.607126 = -218988.419572
  nChanged 13
		SP:Iteration 10Q (35621.030000 sec): 3 clusters
  Score: Raw -222522.708276 + Penalty 3514.607126 = -219008.101149
  nChanged 16
		SP:Iteration 11Q (35621.210000 sec): 3 clusters
  Score: Raw -222545.824584 + Penalty 3514.607126 = -219031.217458
  nChanged 14
		SP:Iteration 12Q (35621.380000 sec): 3 clusters
  Score: Raw -222568.772306 + Penalty 3514.607126 = -219054.165180
  nChanged 16
		SP:Iteration 13Q (35621.560000 sec): 3 clusters
  Score: Raw -222590.629629 + Penalty 3514.607126 = -219076.022502
  nChanged 18
		SP:Iteration 14Q (35621.730000 sec): 3 clusters
  Score: Raw -222620.119389 + Penalty 3514.607126 = -219105.512262
  nChanged 23
		SP:Iteration 15Q (35621.910000 sec): 3 clusters
  Score: Raw -222657.882976 + Penalty 3514.607126 = -219143.275850
  nChanged 19
		SP:Iteration 16Q (35622.090000 sec): 3 clusters
  Score: Raw -222698.184629 + Penalty 3514.607126 = -219183.577502
  nChanged 28
		SP:Iteration 17Q (35622.260000 sec): 3 clusters
  Score: Raw -222754.895670 + Penalty 3514.607126 = -219240.288544
  nChanged 35
		SP:Iteration 18Q (35622.440000 sec): 3 clusters
  Score: Raw -222830.413379 + Penalty 3514.607126 = -219315.806253
  nChanged 36
		SP:Iteration 19Q (35622.610000 sec): 3 clusters
  Score: Raw -222915.802962 + Penalty 3514.607126 = -219401.195835
  nChanged 40
		SP:Iteration 20F (35622.790000 sec): 3 clusters
  Score: Raw -223029.085872 + Penalty 3514.607126 = -219514.478746
  nChanged 42
		SP:Iteration 21Q (35622.970000 sec): 3 clusters
  Score: Raw -223183.841326 + Penalty 3514.607126 = -219669.234200
  nChanged 36
		SP:Iteration 22Q (35623.140000 sec): 3 clusters
  Score: Raw -223314.148642 + Penalty 3514.607126 = -219799.541516
  nChanged 17
		SP:Iteration 23Q (35623.320000 sec): 3 clusters
  Score: Raw -223362.358777 + Penalty 3514.607126 = -219847.751650
  nChanged 10
		SP:Iteration 24Q (35623.490000 sec): 3 clusters
  Score: Raw -223383.286146 + Penalty 3514.607126 = -219868.679019
  nChanged 4
		SP:Iteration 25Q (35623.670000 sec): 3 clusters
  Score: Raw -223390.681713 + Penalty 3514.607126 = -219876.074587
  nChanged 1
		SP:Iteration 26Q (35623.850000 sec): 3 clusters
  Score: Raw -223392.109685 + Penalty 3514.607126 = -219877.502559
  nChanged 1
		SP:Iteration 27Q (35624.020000 sec): 3 clusters
  Score: Raw -223393.464730 + Penalty 3514.607126 = -219878.857604
  nChanged 0
		SP:Iteration 28F (35624.200000 sec): 3 clusters
  Score: Raw -223393.464730 + Penalty 3514.607126 = -219878.857604
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35624.290000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35624.460000 sec): 3 clusters
  Score: Raw -26950.702734 + Penalty 2544.429763 = -24406.272971
  nChanged 16
		SP:Iteration 1F (35624.640000 sec): 3 clusters
  Score: Raw -27029.455262 + Penalty 2544.429763 = -24485.025500
  nChanged 3
		SP:Iteration 2Q (35624.810000 sec): 3 clusters
  Score: Raw -27042.945631 + Penalty 2544.429763 = -24498.515868
  nChanged 1
		SP:Iteration 3Q (35624.990000 sec): 3 clusters
  Score: Raw -27052.517449 + Penalty 2544.429763 = -24508.087686
  nChanged 0
		SP:Iteration 4F (35625.170000 sec): 3 clusters
  Score: Raw -27052.517449 + Penalty 2544.429763 = -24508.087686
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35625.280000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35625.380000 sec): 3 clusters
  Score: Raw -901824.534474 + Penalty 4236.000510 = -897588.533964
  nChanged 1953
		SP:Iteration 1F (35625.480000 sec): 3 clusters
  Score: Raw -902956.953442 + Penalty 4236.000510 = -898720.952933
  nChanged 380
		SP:Iteration 2F (35625.580000 sec): 3 clusters
  Score: Raw -903232.040309 + Penalty 4236.000510 = -898996.039799
  nChanged 315
		SP:Iteration 3F (35625.680000 sec): 3 clusters
  Score: Raw -903428.124655 + Penalty 4236.000510 = -899192.124145
  nChanged 221
		SP:Iteration 4Q (35625.890000 sec): 3 clusters
  Score: Raw -903561.914712 + Penalty 4236.000510 = -899325.914202
  nChanged 184
		SP:Iteration 5Q (35625.990000 sec): 3 clusters
  Score: Raw -903680.072374 + Penalty 4236.000510 = -899444.071864
  nChanged 158
		SP:Iteration 6Q (35626.100000 sec): 3 clusters
  Score: Raw -903783.532524 + Penalty 4236.000510 = -899547.532014
  nChanged 178
		SP:Iteration 7Q (35626.200000 sec): 3 clusters
  Score: Raw -903916.496635 + Penalty 4236.000510 = -899680.496125
  nChanged 161
		SP:Iteration 8Q (35626.370000 sec): 3 clusters
  Score: Raw -904028.772662 + Penalty 4236.000510 = -899792.772152
  nChanged 175
		SP:Iteration 9Q (35626.570000 sec): 3 clusters
  Score: Raw -904149.914669 + Penalty 4236.000510 = -899913.914160
  nChanged 179
		SP:Iteration 10Q (35626.780000 sec): 3 clusters
  Score: Raw -904283.696973 + Penalty 4236.000510 = -900047.696463
  nChanged 159
		SP:Iteration 11Q (35626.980000 sec): 3 clusters
  Score: Raw -904409.391127 + Penalty 4236.000510 = -900173.390617
  nChanged 156
		SP:Iteration 12Q (35627.190000 sec): 3 clusters
  Score: Raw -904568.882018 + Penalty 4236.000510 = -900332.881508
  nChanged 179
		SP:Iteration 13Q (35627.290000 sec): 3 clusters
  Score: Raw -904758.347107 + Penalty 4236.000510 = -900522.346598
  nChanged 192
		SP:Iteration 14Q (35627.390000 sec): 3 clusters
  Score: Raw -904955.041820 + Penalty 4236.000510 = -900719.041310
  nChanged 169
		SP:Iteration 15Q (35627.500000 sec): 3 clusters
  Score: Raw -905137.418368 + Penalty 4236.000510 = -900901.417858
  nChanged 137
		SP:Iteration 16Q (35627.610000 sec): 3 clusters
  Score: Raw -905316.652460 + Penalty 4236.000510 = -901080.651950
  nChanged 115
		SP:Iteration 17Q (35627.710000 sec): 3 clusters
  Score: Raw -905470.606089 + Penalty 4236.000510 = -901234.605579
  nChanged 87
		SP:Iteration 18Q (35627.810000 sec): 3 clusters
  Score: Raw -905583.351844 + Penalty 4236.000510 = -901347.351334
  nChanged 57
		SP:Iteration 19Q (35628.020000 sec): 3 clusters
  Score: Raw -905644.503376 + Penalty 4236.000510 = -901408.502866
  nChanged 39
		SP:Iteration 20F (35628.230000 sec): 3 clusters
  Score: Raw -905677.466662 + Penalty 4236.000510 = -901441.466152
  nChanged 21
		SP:Iteration 21Q (35628.390000 sec): 3 clusters
  Score: Raw -905692.816382 + Penalty 4236.000510 = -901456.815872
  nChanged 9
		SP:Iteration 22Q (35628.570000 sec): 3 clusters
  Score: Raw -905698.903889 + Penalty 4236.000510 = -901462.903379
  nChanged 5
		SP:Iteration 23Q (35628.740000 sec): 3 clusters
  Score: Raw -905702.256830 + Penalty 4236.000510 = -901466.256320
  nChanged 4
		SP:Iteration 24Q (35628.900000 sec): 3 clusters
  Score: Raw -905703.970073 + Penalty 4236.000510 = -901467.969563
  nChanged 4
		SP:Iteration 25Q (35629.070000 sec): 3 clusters
  Score: Raw -905705.816055 + Penalty 4236.000510 = -901469.815545
  nChanged 1
		SP:Iteration 26Q (35629.250000 sec): 3 clusters
  Score: Raw -905706.326102 + Penalty 4236.000510 = -901470.325592
  nChanged 0
		SP:Iteration 27F (35629.370000 sec): 3 clusters
  Score: Raw -905706.326102 + Penalty 4236.000510 = -901470.325592
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35629.450000 sec): 2 clusters
  Score: Raw -60296.914253 + Penalty 1499.748300 = -58797.165952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35629.630000 sec): 3 clusters
  Score: Raw -60465.525392 + Penalty 2999.496601 = -57466.028791
  nChanged 77
		SP:Iteration 1F (35629.810000 sec): 3 clusters
  Score: Raw -60731.715327 + Penalty 2999.496601 = -57732.218726
  nChanged 37
		SP:Iteration 2F (35629.980000 sec): 3 clusters
  Score: Raw -60889.518441 + Penalty 2999.496601 = -57890.021841
  nChanged 22
		SP:Iteration 3F (35630.160000 sec): 3 clusters
  Score: Raw -61024.780933 + Penalty 2999.496601 = -58025.284332
  nChanged 23
		SP:Iteration 4F (35630.330000 sec): 3 clusters
  Score: Raw -61196.136576 + Penalty 2999.496601 = -58196.639975
  nChanged 17
		SP:Iteration 5Q (35630.510000 sec): 3 clusters
  Score: Raw -61385.996806 + Penalty 2999.496601 = -58386.500205
  nChanged 16
		SP:Iteration 6Q (35630.690000 sec): 3 clusters
  Score: Raw -61456.377434 + Penalty 2999.496601 = -58456.880833
  nChanged 6
		SP:Iteration 7Q (35630.860000 sec): 3 clusters
  Score: Raw -61470.150489 + Penalty 2999.496601 = -58470.653889
  nChanged 1
		SP:Iteration 8Q (35631.030000 sec): 3 clusters
  Score: Raw -61473.141473 + Penalty 2999.496601 = -58473.644872
  nChanged 0
		SP:Iteration 9F (35631.190000 sec): 3 clusters
  Score: Raw -61473.141473 + Penalty 2999.496601 = -58473.644872
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35631.270000 sec): 2 clusters
  Score: Raw -280554.485955 + Penalty 1817.289574 = -278737.196381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35631.450000 sec): 3 clusters
  Score: Raw -280094.185679 + Penalty 3634.579147 = -276459.606532
  nChanged 448
		SP:Iteration 1F (35631.630000 sec): 3 clusters
  Score: Raw -280430.598163 + Penalty 3634.579147 = -276796.019016
  nChanged 94
		SP:Iteration 2F (35631.800000 sec): 3 clusters
  Score: Raw -280521.812014 + Penalty 3634.579147 = -276887.232867
  nChanged 49
		SP:Iteration 3Q (35631.980000 sec): 3 clusters
  Score: Raw -280565.000945 + Penalty 3634.579147 = -276930.421798
  nChanged 33
		SP:Iteration 4Q (35632.150000 sec): 3 clusters
  Score: Raw -280597.614442 + Penalty 3634.579147 = -276963.035295
  nChanged 23
		SP:Iteration 5Q (35632.330000 sec): 3 clusters
  Score: Raw -280619.420557 + Penalty 3634.579147 = -276984.841410
  nChanged 21
		SP:Iteration 6Q (35632.510000 sec): 3 clusters
  Score: Raw -280635.464370 + Penalty 3634.579147 = -277000.885223
  nChanged 21
		SP:Iteration 7Q (35632.680000 sec): 3 clusters
  Score: Raw -280651.960447 + Penalty 3634.579147 = -277017.381299
  nChanged 18
		SP:Iteration 8Q (35632.780000 sec): 3 clusters
  Score: Raw -280667.249331 + Penalty 3634.579147 = -277032.670184
  nChanged 9
		SP:Iteration 9Q (35632.810000 sec): 3 clusters
  Score: Raw -280671.623131 + Penalty 3634.579147 = -277037.043983
  nChanged 4
		SP:Iteration 10Q (35632.850000 sec): 3 clusters
  Score: Raw -280675.914433 + Penalty 3634.579147 = -277041.335286
  nChanged 2
		SP:Iteration 11Q (35632.890000 sec): 3 clusters
  Score: Raw -280677.682915 + Penalty 3634.579147 = -277043.103768
  nChanged 2
		SP:Iteration 12Q (35632.930000 sec): 3 clusters
  Score: Raw -280679.061323 + Penalty 3634.579147 = -277044.482176
  nChanged 3
		SP:Iteration 13Q (35633.080000 sec): 3 clusters
  Score: Raw -280681.076634 + Penalty 3634.579147 = -277046.497487
  nChanged 1
		SP:Iteration 14Q (35633.260000 sec): 3 clusters
  Score: Raw -280681.576745 + Penalty 3634.579147 = -277046.997598
  nChanged 0
		SP:Iteration 15F (35633.440000 sec): 3 clusters
  Score: Raw -280681.576745 + Penalty 3634.579147 = -277046.997598
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35633.520000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35633.700000 sec): 3 clusters
  Score: Raw -27797.318512 + Penalty 2742.596827 = -25054.721685
  nChanged 35
		SP:Iteration 1F (35633.870000 sec): 3 clusters
  Score: Raw -27930.249862 + Penalty 2742.596827 = -25187.653035
  nChanged 9
		SP:Iteration 2Q (35633.920000 sec): 3 clusters
  Score: Raw -27966.599437 + Penalty 2742.596827 = -25224.002610
  nChanged 2
		SP:Iteration 3Q (35633.930000 sec): 3 clusters
  Score: Raw -27972.383200 + Penalty 2742.596827 = -25229.786372
  nChanged 2
		SP:Iteration 4Q (35633.940000 sec): 3 clusters
  Score: Raw -27983.803983 + Penalty 2742.596827 = -25241.207156
  nChanged 1
		SP:Iteration 5Q (35633.950000 sec): 3 clusters
  Score: Raw -27988.311240 + Penalty 2742.596827 = -25245.714413
  nChanged 1
		SP:Iteration 6Q (35633.960000 sec): 3 clusters
  Score: Raw -27996.345566 + Penalty 2742.596827 = -25253.748739
  nChanged 2
		SP:Iteration 7Q (35633.960000 sec): 3 clusters
  Score: Raw -28005.996196 + Penalty 2742.596827 = -25263.399369
  nChanged 1
		SP:Iteration 8Q (35633.970000 sec): 3 clusters
  Score: Raw -28012.316298 + Penalty 2742.596827 = -25269.719470
  nChanged 0
		SP:Iteration 9F (35633.980000 sec): 3 clusters
  Score: Raw -28012.316298 + Penalty 2742.596827 = -25269.719470
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35634.030000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35634.060000 sec): 3 clusters
  Score: Raw -218573.580531 + Penalty 3502.847050 = -215070.733481
  nChanged 325
		SP:Iteration 1F (35634.100000 sec): 3 clusters
  Score: Raw -218895.428723 + Penalty 3502.847050 = -215392.581673
  nChanged 88
		SP:Iteration 2F (35634.130000 sec): 3 clusters
  Score: Raw -219006.206083 + Penalty 3502.847050 = -215503.359033
  nChanged 44
		SP:Iteration 3Q (35634.160000 sec): 3 clusters
  Score: Raw -219065.060259 + Penalty 3502.847050 = -215562.213210
  nChanged 30
		SP:Iteration 4Q (35634.190000 sec): 3 clusters
  Score: Raw -219102.843492 + Penalty 3502.847050 = -215599.996443
  nChanged 30
		SP:Iteration 5Q (35634.220000 sec): 3 clusters
  Score: Raw -219141.413726 + Penalty 3502.847050 = -215638.566676
  nChanged 25
		SP:Iteration 6Q (35634.260000 sec): 3 clusters
  Score: Raw -219178.795727 + Penalty 3502.847050 = -215675.948678
  nChanged 29
		SP:Iteration 7Q (35634.290000 sec): 3 clusters
  Score: Raw -219217.760820 + Penalty 3502.847050 = -215714.913770
  nChanged 35
		SP:Iteration 8Q (35634.320000 sec): 3 clusters
  Score: Raw -219263.274649 + Penalty 3502.847050 = -215760.427599
  nChanged 31
		SP:Iteration 9Q (35634.360000 sec): 3 clusters
  Score: Raw -219311.868019 + Penalty 3502.847050 = -215809.020970
  nChanged 30
		SP:Iteration 10Q (35634.390000 sec): 3 clusters
  Score: Raw -219364.342565 + Penalty 3502.847050 = -215861.495516
  nChanged 32
		SP:Iteration 11Q (35634.420000 sec): 3 clusters
  Score: Raw -219426.302524 + Penalty 3502.847050 = -215923.455475
  nChanged 39
		SP:Iteration 12Q (35634.450000 sec): 3 clusters
  Score: Raw -219517.370719 + Penalty 3502.847050 = -216014.523670
  nChanged 35
		SP:Iteration 13Q (35634.480000 sec): 3 clusters
  Score: Raw -219588.949977 + Penalty 3502.847050 = -216086.102927
  nChanged 42
		SP:Iteration 14Q (35634.520000 sec): 3 clusters
  Score: Raw -219647.789110 + Penalty 3502.847050 = -216144.942061
  nChanged 25
		SP:Iteration 15Q (35634.550000 sec): 3 clusters
  Score: Raw -219679.074183 + Penalty 3502.847050 = -216176.227133
  nChanged 14
		SP:Iteration 16Q (35634.590000 sec): 3 clusters
  Score: Raw -219701.489905 + Penalty 3502.847050 = -216198.642856
  nChanged 16
		SP:Iteration 17Q (35634.620000 sec): 3 clusters
  Score: Raw -219726.928377 + Penalty 3502.847050 = -216224.081327
  nChanged 11
		SP:Iteration 18Q (35634.650000 sec): 3 clusters
  Score: Raw -219742.846484 + Penalty 3502.847050 = -216239.999434
  nChanged 10
		SP:Iteration 19Q (35634.680000 sec): 3 clusters
  Score: Raw -219754.834033 + Penalty 3502.847050 = -216251.986983
  nChanged 5
		SP:Iteration 20F (35634.710000 sec): 3 clusters
  Score: Raw -219760.671470 + Penalty 3502.847050 = -216257.824420
  nChanged 8
		SP:Iteration 21Q (35634.750000 sec): 3 clusters
  Score: Raw -219775.329216 + Penalty 3502.847050 = -216272.482167
  nChanged 6
		SP:Iteration 22Q (35634.780000 sec): 3 clusters
  Score: Raw -219782.496105 + Penalty 3502.847050 = -216279.649055
  nChanged 4
		SP:Iteration 23Q (35634.810000 sec): 3 clusters
  Score: Raw -219788.993852 + Penalty 3502.847050 = -216286.146803
  nChanged 4
		SP:Iteration 24Q (35634.920000 sec): 3 clusters
  Score: Raw -219794.322672 + Penalty 3502.847050 = -216291.475622
  nChanged 2
		SP:Iteration 25Q (35634.950000 sec): 3 clusters
  Score: Raw -219797.062931 + Penalty 3502.847050 = -216294.215881
  nChanged 1
		SP:Iteration 26Q (35634.980000 sec): 3 clusters
  Score: Raw -219797.434346 + Penalty 3502.847050 = -216294.587297
  nChanged 0
		SP:Iteration 27F (35635.010000 sec): 3 clusters
  Score: Raw -219797.434346 + Penalty 3502.847050 = -216294.587297
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35635.040000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35635.050000 sec): 3 clusters
  Score: Raw -37292.327470 + Penalty 2681.957199 = -34610.370272
  nChanged 17
		SP:Iteration 1F (35635.060000 sec): 3 clusters
  Score: Raw -37371.486251 + Penalty 2681.957199 = -34689.529053
  nChanged 4
		SP:Iteration 2Q (35635.070000 sec): 3 clusters
  Score: Raw -37388.378117 + Penalty 2681.957199 = -34706.420918
  nChanged 1
		SP:Iteration 3Q (35635.070000 sec): 3 clusters
  Score: Raw -37391.613453 + Penalty 2681.957199 = -34709.656254
  nChanged 0
		SP:Iteration 4F (35635.080000 sec): 3 clusters
  Score: Raw -37391.613453 + Penalty 2681.957199 = -34709.656254
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35635.110000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35635.120000 sec): 3 clusters
  Score: Raw -33627.831978 + Penalty 2652.165335 = -30975.666643
  nChanged 16
		SP:Iteration 1F (35635.130000 sec): 3 clusters
  Score: Raw -33700.012984 + Penalty 2652.165335 = -31047.847649
  nChanged 7
		SP:Iteration 2Q (35635.130000 sec): 3 clusters
  Score: Raw -33736.188133 + Penalty 2652.165335 = -31084.022797
  nChanged 0
		SP:Iteration 3F (35635.140000 sec): 3 clusters
  Score: Raw -33736.188133 + Penalty 2652.165335 = -31084.022797
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35635.170000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35635.170000 sec): 3 clusters
  Score: Raw -35777.929458 + Penalty 2707.954415 = -33069.975043
  nChanged 24
		SP:Iteration 1F (35635.180000 sec): 3 clusters
  Score: Raw -35909.785705 + Penalty 2707.954415 = -33201.831290
  nChanged 10
		SP:Iteration 2Q (35635.190000 sec): 3 clusters
  Score: Raw -35981.943278 + Penalty 2707.954415 = -33273.988863
  nChanged 6
		SP:Iteration 3Q (35635.200000 sec): 3 clusters
  Score: Raw -35998.583071 + Penalty 2707.954415 = -33290.628656
  nChanged 1
		SP:Iteration 4Q (35635.210000 sec): 3 clusters
  Score: Raw -35999.879082 + Penalty 2707.954415 = -33291.924667
  nChanged 0
		SP:Iteration 5F (35635.210000 sec): 3 clusters
  Score: Raw -35999.879082 + Penalty 2707.954415 = -33291.924667
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35635.400000 sec): 2 clusters
  Score: Raw -2515298.162430 + Penalty 2359.836401 = -2512938.326030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35635.620000 sec): 3 clusters
  Score: Raw -2507715.589511 + Penalty 4719.672802 = -2502995.916709
  nChanged 5757
		SP:Iteration 1F (35635.900000 sec): 3 clusters
  Score: Raw -2510877.412874 + Penalty 4719.672802 = -2506157.740073
  nChanged 860
		SP:Iteration 2F (35636.190000 sec): 3 clusters
  Score: Raw -2511250.720328 + Penalty 4719.672802 = -2506531.047527
  nChanged 666
		SP:Iteration 3Q (35636.470000 sec): 3 clusters
  Score: Raw -2511516.426726 + Penalty 4719.672802 = -2506796.753924
  nChanged 539
		SP:Iteration 4Q (35636.770000 sec): 3 clusters
  Score: Raw -2511732.234644 + Penalty 4719.672802 = -2507012.561842
  nChanged 483
		SP:Iteration 5Q (35637.060000 sec): 3 clusters
  Score: Raw -2511910.716390 + Penalty 4719.672802 = -2507191.043589
  nChanged 402
		SP:Iteration 6Q (35637.350000 sec): 3 clusters
  Score: Raw -2512066.311929 + Penalty 4719.672802 = -2507346.639127
  nChanged 375
		SP:Iteration 7Q (35637.640000 sec): 3 clusters
  Score: Raw -2512226.064197 + Penalty 4719.672802 = -2507506.391395
  nChanged 384
		SP:Iteration 8Q (35637.970000 sec): 3 clusters
  Score: Raw -2512389.643761 + Penalty 4719.672802 = -2507669.970959
  nChanged 403
		SP:Iteration 9Q (35638.260000 sec): 3 clusters
  Score: Raw -2512564.482830 + Penalty 4719.672802 = -2507844.810029
  nChanged 388
		SP:Iteration 10Q (35638.550000 sec): 3 clusters
  Score: Raw -2512735.294482 + Penalty 4719.672802 = -2508015.621680
  nChanged 361
		SP:Iteration 11Q (35638.830000 sec): 3 clusters
  Score: Raw -2512911.197274 + Penalty 4719.672802 = -2508191.524472
  nChanged 382
		SP:Iteration 12Q (35639.120000 sec): 3 clusters
  Score: Raw -2513114.022387 + Penalty 4719.672802 = -2508394.349585
  nChanged 416
		SP:Iteration 13Q (35639.410000 sec): 3 clusters
  Score: Raw -2513339.302552 + Penalty 4719.672802 = -2508619.629750
  nChanged 416
		SP:Iteration 14Q (35639.700000 sec): 3 clusters
  Score: Raw -2513546.226600 + Penalty 4719.672802 = -2508826.553799
  nChanged 368
		SP:Iteration 15Q (35639.990000 sec): 3 clusters
  Score: Raw -2513723.033763 + Penalty 4719.672802 = -2509003.360962
  nChanged 348
		SP:Iteration 16Q (35640.270000 sec): 3 clusters
  Score: Raw -2513886.791029 + Penalty 4719.672802 = -2509167.118227
  nChanged 318
		SP:Iteration 17Q (35640.560000 sec): 3 clusters
  Score: Raw -2514026.394319 + Penalty 4719.672802 = -2509306.721517
  nChanged 261
		SP:Iteration 18Q (35640.850000 sec): 3 clusters
  Score: Raw -2514134.152354 + Penalty 4719.672802 = -2509414.479553
  nChanged 236
		SP:Iteration 19Q (35641.140000 sec): 3 clusters
  Score: Raw -2514236.661029 + Penalty 4719.672802 = -2509516.988227
  nChanged 222
		SP:Iteration 20F (35641.370000 sec): 3 clusters
  Score: Raw -2514329.734434 + Penalty 4719.672802 = -2509610.061632
  nChanged 210
		SP:Iteration 21Q (35641.570000 sec): 3 clusters
  Score: Raw -2514420.327136 + Penalty 4719.672802 = -2509700.654334
  nChanged 194
		SP:Iteration 22Q (35641.850000 sec): 3 clusters
  Score: Raw -2514504.579991 + Penalty 4719.672802 = -2509784.907189
  nChanged 190
		SP:Iteration 23Q (35642.140000 sec): 3 clusters
  Score: Raw -2514587.268083 + Penalty 4719.672802 = -2509867.595282
  nChanged 181
		SP:Iteration 24Q (35642.430000 sec): 3 clusters
  Score: Raw -2514679.410785 + Penalty 4719.672802 = -2509959.737983
  nChanged 187
		SP:Iteration 25Q (35642.680000 sec): 3 clusters
  Score: Raw -2514772.788669 + Penalty 4719.672802 = -2510053.115867
  nChanged 192
		SP:Iteration 26Q (35642.930000 sec): 3 clusters
  Score: Raw -2514869.747210 + Penalty 4719.672802 = -2510150.074408
  nChanged 180
		SP:Iteration 27Q (35643.200000 sec): 3 clusters
  Score: Raw -2514964.110799 + Penalty 4719.672802 = -2510244.437998
  nChanged 164
		SP:Iteration 28Q (35643.380000 sec): 3 clusters
  Score: Raw -2515051.795039 + Penalty 4719.672802 = -2510332.122237
  nChanged 144
		SP:Iteration 29Q (35643.630000 sec): 3 clusters
  Score: Raw -2515132.284119 + Penalty 4719.672802 = -2510412.611318
  nChanged 132
		SP:Iteration 30Q (35643.950000 sec): 3 clusters
  Score: Raw -2515215.142627 + Penalty 4719.672802 = -2510495.469826
  nChanged 141
		SP:Iteration 31Q (35644.180000 sec): 3 clusters
  Score: Raw -2515299.806176 + Penalty 4719.672802 = -2510580.133375
  nChanged 110
		SP:Iteration 32Q (35644.420000 sec): 3 clusters
  Score: Raw -2515368.981973 + Penalty 4719.672802 = -2510649.309171
  nChanged 115
		SP:Iteration 33Q (35644.660000 sec): 3 clusters
  Score: Raw -2515428.778055 + Penalty 4719.672802 = -2510709.105253
  nChanged 89
		SP:Iteration 34Q (35644.950000 sec): 3 clusters
  Score: Raw -2515476.203237 + Penalty 4719.672802 = -2510756.530435
  nChanged 79
		SP:Iteration 35Q (35645.240000 sec): 3 clusters
  Score: Raw -2515516.272723 + Penalty 4719.672802 = -2510796.599922
  nChanged 68
		SP:Iteration 36Q (35645.510000 sec): 3 clusters
  Score: Raw -2515546.668710 + Penalty 4719.672802 = -2510826.995908
  nChanged 56
		SP:Iteration 37Q (35645.690000 sec): 3 clusters
  Score: Raw -2515572.483204 + Penalty 4719.672802 = -2510852.810403
  nChanged 55
		SP:Iteration 38Q (35645.900000 sec): 3 clusters
  Score: Raw -2515597.997552 + Penalty 4719.672802 = -2510878.324750
  nChanged 45
		SP:Iteration 39Q (35646.150000 sec): 3 clusters
  Score: Raw -2515618.905713 + Penalty 4719.672802 = -2510899.232912
  nChanged 41
		SP:Iteration 40F (35646.390000 sec): 3 clusters
  Score: Raw -2515638.326263 + Penalty 4719.672802 = -2510918.653461
  nChanged 32
		SP:Iteration 41Q (35646.650000 sec): 3 clusters
  Score: Raw -2515653.552018 + Penalty 4719.672802 = -2510933.879216
  nChanged 37
		SP:Iteration 42Q (35646.840000 sec): 3 clusters
  Score: Raw -2515670.764149 + Penalty 4719.672802 = -2510951.091348
  nChanged 36
		SP:Iteration 43Q (35647.140000 sec): 3 clusters
  Score: Raw -2515686.105038 + Penalty 4719.672802 = -2510966.432236
  nChanged 26
		SP:Iteration 44Q (35647.350000 sec): 3 clusters
  Score: Raw -2515696.695782 + Penalty 4719.672802 = -2510977.022980
  nChanged 23
		SP:Iteration 45Q (35647.610000 sec): 3 clusters
  Score: Raw -2515705.362384 + Penalty 4719.672802 = -2510985.689582
  nChanged 29
		SP:Iteration 46Q (35647.860000 sec): 3 clusters
  Score: Raw -2515718.825686 + Penalty 4719.672802 = -2510999.152885
  nChanged 24
		SP:Iteration 47Q (35648.120000 sec): 3 clusters
  Score: Raw -2515727.997962 + Penalty 4719.672802 = -2511008.325161
  nChanged 16
		SP:Iteration 48Q (35648.350000 sec): 3 clusters
  Score: Raw -2515734.993050 + Penalty 4719.672802 = -2511015.320249
  nChanged 18
		SP:Iteration 49Q (35648.610000 sec): 3 clusters
  Score: Raw -2515741.256126 + Penalty 4719.672802 = -2511021.583324
  nChanged 13
		SP:Iteration 50Q (35648.850000 sec): 3 clusters
  Score: Raw -2515747.369212 + Penalty 4719.672802 = -2511027.696411
  nChanged 14
		SP:Iteration 51Q (35649.100000 sec): 3 clusters
  Score: Raw -2515752.151404 + Penalty 4719.672802 = -2511032.478602
  nChanged 6
		SP:Iteration 52Q (35649.430000 sec): 3 clusters
  Score: Raw -2515755.221364 + Penalty 4719.672802 = -2511035.548563
  nChanged 12
		SP:Iteration 53Q (35649.720000 sec): 3 clusters
  Score: Raw -2515758.618384 + Penalty 4719.672802 = -2511038.945583
  nChanged 4
		SP:Iteration 54Q (35650.020000 sec): 3 clusters
  Score: Raw -2515760.082283 + Penalty 4719.672802 = -2511040.409482
  nChanged 2
		SP:Iteration 55Q (35650.190000 sec): 3 clusters
  Score: Raw -2515760.447569 + Penalty 4719.672802 = -2511040.774767
  nChanged 2
		SP:Iteration 56Q (35650.470000 sec): 3 clusters
  Score: Raw -2515761.164966 + Penalty 4719.672802 = -2511041.492164
  nChanged 4
		SP:Iteration 57Q (35650.690000 sec): 3 clusters
  Score: Raw -2515762.289449 + Penalty 4719.672802 = -2511042.616648
  nChanged 4
		SP:Iteration 58Q (35650.940000 sec): 3 clusters
  Score: Raw -2515763.726771 + Penalty 4719.672802 = -2511044.053970
  nChanged 3
		SP:Iteration 59Q (35651.190000 sec): 3 clusters
  Score: Raw -2515764.460099 + Penalty 4719.672802 = -2511044.787297
  nChanged 5
		SP:Iteration 60F (35651.480000 sec): 3 clusters
  Score: Raw -2515766.600066 + Penalty 4719.672802 = -2511046.927265
  nChanged 8
		SP:Iteration 61Q (35651.770000 sec): 3 clusters
  Score: Raw -2515770.059576 + Penalty 4719.672802 = -2511050.386774
  nChanged 13
		SP:Iteration 62Q (35652.070000 sec): 3 clusters
  Score: Raw -2515774.105183 + Penalty 4719.672802 = -2511054.432381
  nChanged 6
		SP:Iteration 63Q (35652.230000 sec): 3 clusters
  Score: Raw -2515776.987488 + Penalty 4719.672802 = -2511057.314687
  nChanged 4
		SP:Iteration 64Q (35652.400000 sec): 3 clusters
  Score: Raw -2515778.659228 + Penalty 4719.672802 = -2511058.986426
  nChanged 3
		SP:Iteration 65Q (35652.690000 sec): 3 clusters
  Score: Raw -2515779.355013 + Penalty 4719.672802 = -2511059.682211
  nChanged 1
		SP:Iteration 66Q (35652.900000 sec): 3 clusters
  Score: Raw -2515779.668260 + Penalty 4719.672802 = -2511059.995459
  nChanged 3
		SP:Iteration 67Q (35653.150000 sec): 3 clusters
  Score: Raw -2515780.584874 + Penalty 4719.672802 = -2511060.912072
  nChanged 1
		SP:Iteration 68Q (35653.410000 sec): 3 clusters
  Score: Raw -2515780.768612 + Penalty 4719.672802 = -2511061.095810
  nChanged 1
		SP:Iteration 69Q (35653.650000 sec): 3 clusters
  Score: Raw -2515781.072631 + Penalty 4719.672802 = -2511061.399830
  nChanged 0
		SP:Iteration 70F (35653.950000 sec): 3 clusters
  Score: Raw -2515781.072631 + Penalty 4719.672802 = -2511061.399830
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35655.210000 sec): 2 clusters
  Score: Raw -37597980.633086 + Penalty 3039.326405 = -37594941.306681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35657.130000 sec): 3 clusters
  Score: Raw -37459815.545390 + Penalty 6078.652809 = -37453736.892580
  nChanged 101124
		SP:Iteration 1F (35659.000000 sec): 3 clusters
  Score: Raw -37520028.534444 + Penalty 6078.652809 = -37513949.881634
  nChanged 6148
		SP:Iteration 2Q (35661.050000 sec): 3 clusters
  Score: Raw -37521257.066911 + Penalty 6078.652809 = -37515178.414102
  nChanged 6352
		SP:Iteration 3Q (35663.120000 sec): 3 clusters
  Score: Raw -37522742.694428 + Penalty 6078.652809 = -37516664.041618
  nChanged 7178
		SP:Iteration 4Q (35665.200000 sec): 3 clusters
  Score: Raw -37524669.102195 + Penalty 6078.652809 = -37518590.449386
  nChanged 8076
		SP:Iteration 5Q (35667.200000 sec): 3 clusters
  Score: Raw -37527192.408199 + Penalty 6078.652809 = -37521113.755390
  nChanged 9115
		SP:Iteration 6Q (35669.210000 sec): 3 clusters
  Score: Raw -37530406.437228 + Penalty 6078.652809 = -37524327.784419
  nChanged 9933
		SP:Iteration 7Q (35671.200000 sec): 3 clusters
  Score: Raw -37534232.852641 + Penalty 6078.652809 = -37528154.199831
  nChanged 10405
		SP:Iteration 8Q (35673.180000 sec): 3 clusters
  Score: Raw -37538738.895797 + Penalty 6078.652809 = -37532660.242988
  nChanged 10690
		SP:Iteration 9F (35675.000000 sec): 3 clusters
  Score: Raw -37543867.714095 + Penalty 6078.652809 = -37537789.061286
  nChanged 10691
		SP:Iteration 10F (35676.840000 sec): 3 clusters
  Score: Raw -37549821.982868 + Penalty 6078.652809 = -37543743.330058
  nChanged 10541
		SP:Iteration 11F (35678.680000 sec): 3 clusters
  Score: Raw -37556855.511725 + Penalty 6078.652809 = -37550776.858916
  nChanged 10252
		SP:Iteration 12Q (35680.650000 sec): 3 clusters
  Score: Raw -37564843.350490 + Penalty 6078.652809 = -37558764.697680
  nChanged 9106
		SP:Iteration 13Q (35682.650000 sec): 3 clusters
  Score: Raw -37572569.010908 + Penalty 6078.652809 = -37566490.358099
  nChanged 7312
		SP:Iteration 14Q (35684.700000 sec): 3 clusters
  Score: Raw -37578905.779451 + Penalty 6078.652809 = -37572827.126642
  nChanged 5617
		SP:Iteration 15Q (35686.580000 sec): 3 clusters
  Score: Raw -37583369.234051 + Penalty 6078.652809 = -37577290.581241
  nChanged 4158
		SP:Iteration 16Q (35688.420000 sec): 3 clusters
  Score: Raw -37586367.547816 + Penalty 6078.652809 = -37580288.895007
  nChanged 3337
		SP:Iteration 17Q (35690.180000 sec): 3 clusters
  Score: Raw -37588594.619347 + Penalty 6078.652809 = -37582515.966538
  nChanged 2873
		SP:Iteration 18Q (35692.000000 sec): 3 clusters
  Score: Raw -37590414.445681 + Penalty 6078.652809 = -37584335.792872
  nChanged 2406
		SP:Iteration 19Q (35693.800000 sec): 3 clusters
  Score: Raw -37591896.693173 + Penalty 6078.652809 = -37585818.040364
  nChanged 1999
		SP:Iteration 20F (35695.750000 sec): 3 clusters
  Score: Raw -37593099.247251 + Penalty 6078.652809 = -37587020.594442
  nChanged 1651
		SP:Iteration 21Q (35697.460000 sec): 3 clusters
  Score: Raw -37594075.662844 + Penalty 6078.652809 = -37587997.010034
  nChanged 1445
		SP:Iteration 22Q (35699.160000 sec): 3 clusters
  Score: Raw -37594930.145248 + Penalty 6078.652809 = -37588851.492439
  nChanged 1169
		SP:Iteration 23Q (35700.920000 sec): 3 clusters
  Score: Raw -37595599.195762 + Penalty 6078.652809 = -37589520.542953
  nChanged 940
		SP:Iteration 24Q (35702.650000 sec): 3 clusters
  Score: Raw -37596124.091147 + Penalty 6078.652809 = -37590045.438338
  nChanged 752
		SP:Iteration 25Q (35704.410000 sec): 3 clusters
  Score: Raw -37596528.951658 + Penalty 6078.652809 = -37590450.298848
  nChanged 650
		SP:Iteration 26Q (35706.170000 sec): 3 clusters
  Score: Raw -37596881.307352 + Penalty 6078.652809 = -37590802.654542
  nChanged 555
		SP:Iteration 27Q (35707.900000 sec): 3 clusters
  Score: Raw -37597164.404479 + Penalty 6078.652809 = -37591085.751670
  nChanged 451
		SP:Iteration 28Q (35709.670000 sec): 3 clusters
  Score: Raw -37597379.385112 + Penalty 6078.652809 = -37591300.732303
  nChanged 394
		SP:Iteration 29Q (35711.380000 sec): 3 clusters
  Score: Raw -37597556.105787 + Penalty 6078.652809 = -37591477.452978
  nChanged 299
		SP:Iteration 30Q (35713.100000 sec): 3 clusters
  Score: Raw -37597686.542979 + Penalty 6078.652809 = -37591607.890170
  nChanged 243
		SP:Iteration 31Q (35714.850000 sec): 3 clusters
  Score: Raw -37597794.784666 + Penalty 6078.652809 = -37591716.131856
  nChanged 220
		SP:Iteration 32Q (35716.540000 sec): 3 clusters
  Score: Raw -37597893.167369 + Penalty 6078.652809 = -37591814.514560
  nChanged 165
		SP:Iteration 33Q (35718.240000 sec): 3 clusters
  Score: Raw -37597959.437497 + Penalty 6078.652809 = -37591880.784687
  nChanged 137
		SP:Iteration 34Q (35719.980000 sec): 3 clusters
  Score: Raw -37598013.405112 + Penalty 6078.652809 = -37591934.752303
  nChanged 121
		SP:Iteration 35Q (35721.750000 sec): 3 clusters
  Score: Raw -37598059.375218 + Penalty 6078.652809 = -37591980.722408
  nChanged 112
		SP:Iteration 36Q (35723.500000 sec): 3 clusters
  Score: Raw -37598100.633227 + Penalty 6078.652809 = -37592021.980417
  nChanged 80
		SP:Iteration 37Q (35725.240000 sec): 3 clusters
  Score: Raw -37598130.411698 + Penalty 6078.652809 = -37592051.758889
  nChanged 65
		SP:Iteration 38Q (35726.940000 sec): 3 clusters
  Score: Raw -37598153.948708 + Penalty 6078.652809 = -37592075.295899
  nChanged 64
		SP:Iteration 39Q (35728.650000 sec): 3 clusters
  Score: Raw -37598177.833024 + Penalty 6078.652809 = -37592099.180215
  nChanged 56
		SP:Iteration 40F (35730.460000 sec): 3 clusters
  Score: Raw -37598204.062874 + Penalty 6078.652809 = -37592125.410064
  nChanged 53
		SP:Iteration 41Q (35732.090000 sec): 3 clusters
  Score: Raw -37598222.042837 + Penalty 6078.652809 = -37592143.390028
  nChanged 37
		SP:Iteration 42Q (35733.810000 sec): 3 clusters
  Score: Raw -37598235.687006 + Penalty 6078.652809 = -37592157.034196
  nChanged 35
		SP:Iteration 43Q (35735.480000 sec): 3 clusters
  Score: Raw -37598248.966450 + Penalty 6078.652809 = -37592170.313641
  nChanged 37
		SP:Iteration 44Q (35737.230000 sec): 3 clusters
  Score: Raw -37598262.655018 + Penalty 6078.652809 = -37592184.002208
  nChanged 30
		SP:Iteration 45Q (35738.920000 sec): 3 clusters
  Score: Raw -37598272.376620 + Penalty 6078.652809 = -37592193.723811
  nChanged 22
		SP:Iteration 46Q (35740.710000 sec): 3 clusters
  Score: Raw -37598279.680349 + Penalty 6078.652809 = -37592201.027540
  nChanged 22
		SP:Iteration 47Q (35742.410000 sec): 3 clusters
  Score: Raw -37598288.807858 + Penalty 6078.652809 = -37592210.155049
  nChanged 19
		SP:Iteration 48Q (35744.120000 sec): 3 clusters
  Score: Raw -37598294.896281 + Penalty 6078.652809 = -37592216.243472
  nChanged 17
		SP:Iteration 49Q (35745.800000 sec): 3 clusters
  Score: Raw -37598300.692134 + Penalty 6078.652809 = -37592222.039324
  nChanged 11
		SP:Iteration 50Q (35747.570000 sec): 3 clusters
  Score: Raw -37598305.195097 + Penalty 6078.652809 = -37592226.542288
  nChanged 9
		SP:Iteration 51Q (35749.290000 sec): 3 clusters
  Score: Raw -37598307.668852 + Penalty 6078.652809 = -37592229.016043
  nChanged 4
		SP:Iteration 52Q (35751.010000 sec): 3 clusters
  Score: Raw -37598308.925920 + Penalty 6078.652809 = -37592230.273110
  nChanged 6
		SP:Iteration 53Q (35752.690000 sec): 3 clusters
  Score: Raw -37598310.790115 + Penalty 6078.652809 = -37592232.137306
  nChanged 6
		SP:Iteration 54Q (35754.420000 sec): 3 clusters
  Score: Raw -37598312.843250 + Penalty 6078.652809 = -37592234.190441
  nChanged 1
		SP:Iteration 55Q (35756.130000 sec): 3 clusters
  Score: Raw -37598313.205258 + Penalty 6078.652809 = -37592234.552448
  nChanged 2
		SP:Iteration 56Q (35757.790000 sec): 3 clusters
  Score: Raw -37598313.458600 + Penalty 6078.652809 = -37592234.805790
  nChanged 0
		SP:Iteration 57F (35759.730000 sec): 3 clusters
  Score: Raw -37598313.458600 + Penalty 6078.652809 = -37592234.805790
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35759.970000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35760.300000 sec): 3 clusters
  Score: Raw -3595525.678316 + Penalty 4936.400600 = -3590589.277716
  nChanged 9340
		SP:Iteration 1F (35760.630000 sec): 3 clusters
  Score: Raw -3600637.218891 + Penalty 4936.400600 = -3595700.818292
  nChanged 1188
		SP:Iteration 2F (35760.960000 sec): 3 clusters
  Score: Raw -3601270.100670 + Penalty 4936.400600 = -3596333.700070
  nChanged 1258
		SP:Iteration 3F (35761.300000 sec): 3 clusters
  Score: Raw -3602157.293711 + Penalty 4936.400600 = -3597220.893111
  nChanged 1494
		SP:Iteration 4F (35761.630000 sec): 3 clusters
  Score: Raw -3603584.516189 + Penalty 4936.400600 = -3598648.115590
  nChanged 1747
		SP:Iteration 5F (35761.880000 sec): 3 clusters
  Score: Raw -3605350.487534 + Penalty 4936.400600 = -3600414.086934
  nChanged 1735
		SP:Iteration 6F (35762.240000 sec): 3 clusters
  Score: Raw -3606971.442109 + Penalty 4936.400600 = -3602035.041509
  nChanged 1466
		SP:Iteration 7F (35762.600000 sec): 3 clusters
  Score: Raw -3607995.911249 + Penalty 4936.400600 = -3603059.510649
  nChanged 1014
		SP:Iteration 8Q (35762.930000 sec): 3 clusters
  Score: Raw -3608521.971207 + Penalty 4936.400600 = -3603585.570608
  nChanged 660
		SP:Iteration 9Q (35763.260000 sec): 3 clusters
  Score: Raw -3608782.593643 + Penalty 4936.400600 = -3603846.193044
  nChanged 484
		SP:Iteration 10Q (35763.590000 sec): 3 clusters
  Score: Raw -3608929.816580 + Penalty 4936.400600 = -3603993.415980
  nChanged 350
		SP:Iteration 11Q (35763.860000 sec): 3 clusters
  Score: Raw -3609017.518781 + Penalty 4936.400600 = -3604081.118182
  nChanged 273
		SP:Iteration 12Q (35764.170000 sec): 3 clusters
  Score: Raw -3609076.809699 + Penalty 4936.400600 = -3604140.409099
  nChanged 243
		SP:Iteration 13Q (35764.500000 sec): 3 clusters
  Score: Raw -3609128.080925 + Penalty 4936.400600 = -3604191.680325
  nChanged 229
		SP:Iteration 14Q (35764.900000 sec): 3 clusters
  Score: Raw -3609178.249488 + Penalty 4936.400600 = -3604241.848888
  nChanged 234
		SP:Iteration 15Q (35765.200000 sec): 3 clusters
  Score: Raw -3609227.920111 + Penalty 4936.400600 = -3604291.519511
  nChanged 231
		SP:Iteration 16Q (35765.540000 sec): 3 clusters
  Score: Raw -3609277.461499 + Penalty 4936.400600 = -3604341.060899
  nChanged 242
		SP:Iteration 17Q (35765.870000 sec): 3 clusters
  Score: Raw -3609326.958313 + Penalty 4936.400600 = -3604390.557713
  nChanged 221
		SP:Iteration 18Q (35766.170000 sec): 3 clusters
  Score: Raw -3609372.806245 + Penalty 4936.400600 = -3604436.405645
  nChanged 211
		SP:Iteration 19Q (35766.480000 sec): 3 clusters
  Score: Raw -3609413.814260 + Penalty 4936.400600 = -3604477.413661
  nChanged 206
		SP:Iteration 20F (35766.780000 sec): 3 clusters
  Score: Raw -3609457.129042 + Penalty 4936.400600 = -3604520.728442
  nChanged 202
		SP:Iteration 21Q (35767.100000 sec): 3 clusters
  Score: Raw -3609496.570175 + Penalty 4936.400600 = -3604560.169575
  nChanged 213
		SP:Iteration 22Q (35767.440000 sec): 3 clusters
  Score: Raw -3609539.461976 + Penalty 4936.400600 = -3604603.061376
  nChanged 202
		SP:Iteration 23Q (35767.780000 sec): 3 clusters
  Score: Raw -3609582.534305 + Penalty 4936.400600 = -3604646.133705
  nChanged 200
		SP:Iteration 24Q (35768.110000 sec): 3 clusters
  Score: Raw -3609623.506000 + Penalty 4936.400600 = -3604687.105400
  nChanged 184
		SP:Iteration 25Q (35768.440000 sec): 3 clusters
  Score: Raw -3609658.502933 + Penalty 4936.400600 = -3604722.102333
  nChanged 164
		SP:Iteration 26Q (35768.740000 sec): 3 clusters
  Score: Raw -3609688.223244 + Penalty 4936.400600 = -3604751.822644
  nChanged 165
		SP:Iteration 27Q (35769.070000 sec): 3 clusters
  Score: Raw -3609718.459442 + Penalty 4936.400600 = -3604782.058842
  nChanged 156
		SP:Iteration 28Q (35769.450000 sec): 3 clusters
  Score: Raw -3609747.017133 + Penalty 4936.400600 = -3604810.616533
  nChanged 146
		SP:Iteration 29Q (35769.760000 sec): 3 clusters
  Score: Raw -3609772.273133 + Penalty 4936.400600 = -3604835.872534
  nChanged 145
		SP:Iteration 30Q (35770.130000 sec): 3 clusters
  Score: Raw -3609798.752651 + Penalty 4936.400600 = -3604862.352051
  nChanged 136
		SP:Iteration 31Q (35770.480000 sec): 3 clusters
  Score: Raw -3609823.136986 + Penalty 4936.400600 = -3604886.736386
  nChanged 123
		SP:Iteration 32Q (35770.810000 sec): 3 clusters
  Score: Raw -3609845.433029 + Penalty 4936.400600 = -3604909.032429
  nChanged 103
		SP:Iteration 33Q (35771.150000 sec): 3 clusters
  Score: Raw -3609861.449555 + Penalty 4936.400600 = -3604925.048955
  nChanged 86
		SP:Iteration 34Q (35771.480000 sec): 3 clusters
  Score: Raw -3609874.093817 + Penalty 4936.400600 = -3604937.693217
  nChanged 88
		SP:Iteration 35Q (35771.810000 sec): 3 clusters
  Score: Raw -3609887.662669 + Penalty 4936.400600 = -3604951.262069
  nChanged 80
		SP:Iteration 36Q (35772.150000 sec): 3 clusters
  Score: Raw -3609901.480182 + Penalty 4936.400600 = -3604965.079582
  nChanged 91
		SP:Iteration 37Q (35772.480000 sec): 3 clusters
  Score: Raw -3609915.120147 + Penalty 4936.400600 = -3604978.719548
  nChanged 64
		SP:Iteration 38Q (35772.810000 sec): 3 clusters
  Score: Raw -3609922.843832 + Penalty 4936.400600 = -3604986.443232
  nChanged 56
		SP:Iteration 39Q (35773.150000 sec): 3 clusters
  Score: Raw -3609930.068590 + Penalty 4936.400600 = -3604993.667990
  nChanged 46
		SP:Iteration 40F (35773.480000 sec): 3 clusters
  Score: Raw -3609934.854216 + Penalty 4936.400600 = -3604998.453617
  nChanged 36
		SP:Iteration 41Q (35773.850000 sec): 3 clusters
  Score: Raw -3609938.242351 + Penalty 4936.400600 = -3605001.841751
  nChanged 34
		SP:Iteration 42Q (35774.190000 sec): 3 clusters
  Score: Raw -3609942.519184 + Penalty 4936.400600 = -3605006.118585
  nChanged 42
		SP:Iteration 43Q (35774.530000 sec): 3 clusters
  Score: Raw -3609947.279746 + Penalty 4936.400600 = -3605010.879146
  nChanged 50
		SP:Iteration 44Q (35774.860000 sec): 3 clusters
  Score: Raw -3609952.281810 + Penalty 4936.400600 = -3605015.881211
  nChanged 29
		SP:Iteration 45Q (35775.190000 sec): 3 clusters
  Score: Raw -3609955.227096 + Penalty 4936.400600 = -3605018.826497
  nChanged 29
		SP:Iteration 46Q (35775.520000 sec): 3 clusters
  Score: Raw -3609958.343609 + Penalty 4936.400600 = -3605021.943010
  nChanged 22
		SP:Iteration 47Q (35775.850000 sec): 3 clusters
  Score: Raw -3609960.810335 + Penalty 4936.400600 = -3605024.409736
  nChanged 18
		SP:Iteration 48Q (35776.180000 sec): 3 clusters
  Score: Raw -3609962.441284 + Penalty 4936.400600 = -3605026.040685
  nChanged 16
		SP:Iteration 49Q (35776.550000 sec): 3 clusters
  Score: Raw -3609964.170420 + Penalty 4936.400600 = -3605027.769821
  nChanged 19
		SP:Iteration 50Q (35776.870000 sec): 3 clusters
  Score: Raw -3609965.843999 + Penalty 4936.400600 = -3605029.443400
  nChanged 12
		SP:Iteration 51Q (35777.250000 sec): 3 clusters
  Score: Raw -3609966.663383 + Penalty 4936.400600 = -3605030.262783
  nChanged 9
		SP:Iteration 52Q (35777.590000 sec): 3 clusters
  Score: Raw -3609967.364236 + Penalty 4936.400600 = -3605030.963636
  nChanged 11
		SP:Iteration 53Q (35777.930000 sec): 3 clusters
  Score: Raw -3609968.055273 + Penalty 4936.400600 = -3605031.654673
  nChanged 13
		SP:Iteration 54Q (35778.260000 sec): 3 clusters
  Score: Raw -3609968.768284 + Penalty 4936.400600 = -3605032.367684
  nChanged 6
		SP:Iteration 55Q (35778.590000 sec): 3 clusters
  Score: Raw -3609969.234499 + Penalty 4936.400600 = -3605032.833899
  nChanged 7
		SP:Iteration 56Q (35778.930000 sec): 3 clusters
  Score: Raw -3609970.050083 + Penalty 4936.400600 = -3605033.649483
  nChanged 8
		SP:Iteration 57Q (35779.260000 sec): 3 clusters
  Score: Raw -3609970.610562 + Penalty 4936.400600 = -3605034.209962
  nChanged 6
		SP:Iteration 58Q (35779.590000 sec): 3 clusters
  Score: Raw -3609971.113960 + Penalty 4936.400600 = -3605034.713360
  nChanged 9
		SP:Iteration 59Q (35779.930000 sec): 3 clusters
  Score: Raw -3609971.826435 + Penalty 4936.400600 = -3605035.425835
  nChanged 4
		SP:Iteration 60F (35780.260000 sec): 3 clusters
  Score: Raw -3609972.111510 + Penalty 4936.400600 = -3605035.710910
  nChanged 4
		SP:Iteration 61Q (35780.600000 sec): 3 clusters
  Score: Raw -3609972.425302 + Penalty 4936.400600 = -3605036.024702
  nChanged 3
		SP:Iteration 62Q (35780.930000 sec): 3 clusters
  Score: Raw -3609972.599527 + Penalty 4936.400600 = -3605036.198927
  nChanged 0
		SP:Iteration 63F (35781.270000 sec): 3 clusters
  Score: Raw -3609972.599527 + Penalty 4936.400600 = -3605036.198927
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35781.870000 sec): 2 clusters
  Score: Raw -17095388.424307 + Penalty 2845.017069 = -17092543.407238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35782.810000 sec): 3 clusters
  Score: Raw -17034026.262077 + Penalty 5690.034138 = -17028336.227939
  nChanged 45175
		SP:Iteration 1F (35783.750000 sec): 3 clusters
  Score: Raw -17059832.035097 + Penalty 5690.034138 = -17054142.000959
  nChanged 3283
		SP:Iteration 2Q (35784.780000 sec): 3 clusters
  Score: Raw -17060663.072597 + Penalty 5690.034138 = -17054973.038459
  nChanged 3476
		SP:Iteration 3Q (35785.850000 sec): 3 clusters
  Score: Raw -17061690.052727 + Penalty 5690.034138 = -17056000.018589
  nChanged 3923
		SP:Iteration 4Q (35786.920000 sec): 3 clusters
  Score: Raw -17063095.814273 + Penalty 5690.034138 = -17057405.780135
  nChanged 4704
		SP:Iteration 5Q (35787.980000 sec): 3 clusters
  Score: Raw -17065222.263069 + Penalty 5690.034138 = -17059532.228931
  nChanged 5868
		SP:Iteration 6F (35788.960000 sec): 3 clusters
  Score: Raw -17068667.276307 + Penalty 5690.034138 = -17062977.242170
  nChanged 7092
		SP:Iteration 7F (35789.890000 sec): 3 clusters
  Score: Raw -17073810.406786 + Penalty 5690.034138 = -17068120.372649
  nChanged 7301
		SP:Iteration 8F (35790.770000 sec): 3 clusters
  Score: Raw -17079967.314156 + Penalty 5690.034138 = -17074277.280018
  nChanged 6108
		SP:Iteration 9F (35791.740000 sec): 3 clusters
  Score: Raw -17085504.907102 + Penalty 5690.034138 = -17079814.872965
  nChanged 4222
		SP:Iteration 10Q (35792.720000 sec): 3 clusters
  Score: Raw -17089443.508530 + Penalty 5690.034138 = -17083753.474392
  nChanged 2529
		SP:Iteration 11Q (35793.750000 sec): 3 clusters
  Score: Raw -17091857.399103 + Penalty 5690.034138 = -17086167.364965
  nChanged 1568
		SP:Iteration 12Q (35794.690000 sec): 3 clusters
  Score: Raw -17093281.004748 + Penalty 5690.034138 = -17087590.970610
  nChanged 975
		SP:Iteration 13Q (35795.630000 sec): 3 clusters
  Score: Raw -17094033.920893 + Penalty 5690.034138 = -17088343.886755
  nChanged 732
		SP:Iteration 14Q (35796.560000 sec): 3 clusters
  Score: Raw -17094514.214422 + Penalty 5690.034138 = -17088824.180285
  nChanged 534
		SP:Iteration 15Q (35797.510000 sec): 3 clusters
  Score: Raw -17094814.663460 + Penalty 5690.034138 = -17089124.629322
  nChanged 416
		SP:Iteration 16Q (35798.400000 sec): 3 clusters
  Score: Raw -17095018.363267 + Penalty 5690.034138 = -17089328.329129
  nChanged 326
		SP:Iteration 17Q (35799.320000 sec): 3 clusters
  Score: Raw -17095157.835413 + Penalty 5690.034138 = -17089467.801276
  nChanged 262
		SP:Iteration 18Q (35800.220000 sec): 3 clusters
  Score: Raw -17095265.765702 + Penalty 5690.034138 = -17089575.731564
  nChanged 204
		SP:Iteration 19Q (35801.020000 sec): 3 clusters
  Score: Raw -17095348.893547 + Penalty 5690.034138 = -17089658.859409
  nChanged 176
		SP:Iteration 20F (35801.970000 sec): 3 clusters
  Score: Raw -17095419.037768 + Penalty 5690.034138 = -17089729.003630
  nChanged 149
		SP:Iteration 21Q (35802.880000 sec): 3 clusters
  Score: Raw -17095483.301807 + Penalty 5690.034138 = -17089793.267669
  nChanged 135
		SP:Iteration 22Q (35803.740000 sec): 3 clusters
  Score: Raw -17095537.124551 + Penalty 5690.034138 = -17089847.090413
  nChanged 109
		SP:Iteration 23Q (35804.600000 sec): 3 clusters
  Score: Raw -17095577.078964 + Penalty 5690.034138 = -17089887.044826
  nChanged 104
		SP:Iteration 24Q (35805.510000 sec): 3 clusters
  Score: Raw -17095613.060052 + Penalty 5690.034138 = -17089923.025914
  nChanged 91
		SP:Iteration 25Q (35806.420000 sec): 3 clusters
  Score: Raw -17095644.053494 + Penalty 5690.034138 = -17089954.019356
  nChanged 76
		SP:Iteration 26Q (35807.250000 sec): 3 clusters
  Score: Raw -17095669.224556 + Penalty 5690.034138 = -17089979.190418
  nChanged 62
		SP:Iteration 27Q (35808.110000 sec): 3 clusters
  Score: Raw -17095690.705317 + Penalty 5690.034138 = -17090000.671179
  nChanged 59
		SP:Iteration 28Q (35808.910000 sec): 3 clusters
  Score: Raw -17095709.963047 + Penalty 5690.034138 = -17090019.928909
  nChanged 46
		SP:Iteration 29Q (35809.770000 sec): 3 clusters
  Score: Raw -17095728.347527 + Penalty 5690.034138 = -17090038.313389
  nChanged 55
		SP:Iteration 30Q (35810.600000 sec): 3 clusters
  Score: Raw -17095749.083808 + Penalty 5690.034138 = -17090059.049670
  nChanged 41
		SP:Iteration 31Q (35811.420000 sec): 3 clusters
  Score: Raw -17095762.085999 + Penalty 5690.034138 = -17090072.051861
  nChanged 30
		SP:Iteration 32Q (35812.300000 sec): 3 clusters
  Score: Raw -17095770.909562 + Penalty 5690.034138 = -17090080.875424
  nChanged 22
		SP:Iteration 33Q (35813.100000 sec): 3 clusters
  Score: Raw -17095776.817495 + Penalty 5690.034138 = -17090086.783357
  nChanged 21
		SP:Iteration 34Q (35813.860000 sec): 3 clusters
  Score: Raw -17095783.854512 + Penalty 5690.034138 = -17090093.820374
  nChanged 23
		SP:Iteration 35Q (35814.720000 sec): 3 clusters
  Score: Raw -17095791.350709 + Penalty 5690.034138 = -17090101.316571
  nChanged 17
		SP:Iteration 36Q (35815.590000 sec): 3 clusters
  Score: Raw -17095796.212966 + Penalty 5690.034138 = -17090106.178828
  nChanged 15
		SP:Iteration 37Q (35816.410000 sec): 3 clusters
  Score: Raw -17095799.945091 + Penalty 5690.034138 = -17090109.910954
  nChanged 18
		SP:Iteration 38Q (35817.180000 sec): 3 clusters
  Score: Raw -17095804.459179 + Penalty 5690.034138 = -17090114.425041
  nChanged 16
		SP:Iteration 39Q (35817.990000 sec): 3 clusters
  Score: Raw -17095809.480699 + Penalty 5690.034138 = -17090119.446561
  nChanged 15
		SP:Iteration 40F (35818.950000 sec): 3 clusters
  Score: Raw -17095814.499774 + Penalty 5690.034138 = -17090124.465636
  nChanged 11
		SP:Iteration 41Q (35819.810000 sec): 3 clusters
  Score: Raw -17095818.660780 + Penalty 5690.034138 = -17090128.626642
  nChanged 10
		SP:Iteration 42Q (35820.680000 sec): 3 clusters
  Score: Raw -17095822.533849 + Penalty 5690.034138 = -17090132.499711
  nChanged 12
		SP:Iteration 43Q (35821.440000 sec): 3 clusters
  Score: Raw -17095826.533116 + Penalty 5690.034138 = -17090136.498979
  nChanged 10
		SP:Iteration 44Q (35822.200000 sec): 3 clusters
  Score: Raw -17095829.127390 + Penalty 5690.034138 = -17090139.093252
  nChanged 8
		SP:Iteration 45Q (35822.970000 sec): 3 clusters
  Score: Raw -17095832.105614 + Penalty 5690.034138 = -17090142.071476
  nChanged 11
		SP:Iteration 46Q (35823.800000 sec): 3 clusters
  Score: Raw -17095835.001077 + Penalty 5690.034138 = -17090144.966939
  nChanged 6
		SP:Iteration 47Q (35824.630000 sec): 3 clusters
  Score: Raw -17095836.645357 + Penalty 5690.034138 = -17090146.611219
  nChanged 3
		SP:Iteration 48Q (35825.500000 sec): 3 clusters
  Score: Raw -17095838.069476 + Penalty 5690.034138 = -17090148.035338
  nChanged 2
		SP:Iteration 49Q (35826.370000 sec): 3 clusters
  Score: Raw -17095839.119112 + Penalty 5690.034138 = -17090149.084974
  nChanged 4
		SP:Iteration 50Q (35827.230000 sec): 3 clusters
  Score: Raw -17095840.239999 + Penalty 5690.034138 = -17090150.205861
  nChanged 1
		SP:Iteration 51Q (35827.990000 sec): 3 clusters
  Score: Raw -17095840.432383 + Penalty 5690.034138 = -17090150.398246
  nChanged 1
		SP:Iteration 52Q (35828.760000 sec): 3 clusters
  Score: Raw -17095840.762581 + Penalty 5690.034138 = -17090150.728443
  nChanged 3
		SP:Iteration 53Q (35829.530000 sec): 3 clusters
  Score: Raw -17095841.843178 + Penalty 5690.034138 = -17090151.809040
  nChanged 2
		SP:Iteration 54Q (35830.360000 sec): 3 clusters
  Score: Raw -17095842.207991 + Penalty 5690.034138 = -17090152.173853
  nChanged 1
		SP:Iteration 55Q (35831.190000 sec): 3 clusters
  Score: Raw -17095842.441476 + Penalty 5690.034138 = -17090152.407338
  nChanged 1
		SP:Iteration 56Q (35832.010000 sec): 3 clusters
  Score: Raw -17095842.629883 + Penalty 5690.034138 = -17090152.595745
  nChanged 1
		SP:Iteration 57Q (35832.840000 sec): 3 clusters
  Score: Raw -17095842.837802 + Penalty 5690.034138 = -17090152.803664
  nChanged 1
		SP:Iteration 58Q (35833.710000 sec): 3 clusters
  Score: Raw -17095843.112307 + Penalty 5690.034138 = -17090153.078169
  nChanged 1
		SP:Iteration 59Q (35834.530000 sec): 3 clusters
  Score: Raw -17095843.267064 + Penalty 5690.034138 = -17090153.232926
  nChanged 2
		SP:Iteration 60F (35835.430000 sec): 3 clusters
  Score: Raw -17095843.925751 + Penalty 5690.034138 = -17090153.891613
  nChanged 2
		SP:Iteration 61Q (35836.310000 sec): 3 clusters
  Score: Raw -17095844.471257 + Penalty 5690.034138 = -17090154.437119
  nChanged 1
		SP:Iteration 62Q (35837.130000 sec): 3 clusters
  Score: Raw -17095844.850339 + Penalty 5690.034138 = -17090154.816201
  nChanged 2
		SP:Iteration 63Q (35837.930000 sec): 3 clusters
  Score: Raw -17095845.442575 + Penalty 5690.034138 = -17090155.408437
  nChanged 2
		SP:Iteration 64Q (35838.730000 sec): 3 clusters
  Score: Raw -17095846.198222 + Penalty 5690.034138 = -17090156.164084
  nChanged 2
		SP:Iteration 65Q (35839.540000 sec): 3 clusters
  Score: Raw -17095846.809117 + Penalty 5690.034138 = -17090156.774979
  nChanged 2
		SP:Iteration 66Q (35840.330000 sec): 3 clusters
  Score: Raw -17095847.337559 + Penalty 5690.034138 = -17090157.303421
  nChanged 3
		SP:Iteration 67Q (35841.140000 sec): 3 clusters
  Score: Raw -17095848.563127 + Penalty 5690.034138 = -17090158.528989
  nChanged 4
		SP:Iteration 68Q (35841.970000 sec): 3 clusters
  Score: Raw -17095849.566181 + Penalty 5690.034138 = -17090159.532043
  nChanged 3
		SP:Iteration 69Q (35842.770000 sec): 3 clusters
  Score: Raw -17095850.330493 + Penalty 5690.034138 = -17090160.296355
  nChanged 4
		SP:Iteration 70Q (35843.610000 sec): 3 clusters
  Score: Raw -17095851.646475 + Penalty 5690.034138 = -17090161.612337
  nChanged 8
		SP:Iteration 71Q (35844.410000 sec): 3 clusters
  Score: Raw -17095854.321968 + Penalty 5690.034138 = -17090164.287830
  nChanged 7
		SP:Iteration 72Q (35845.220000 sec): 3 clusters
  Score: Raw -17095856.874406 + Penalty 5690.034138 = -17090166.840268
  nChanged 10
		SP:Iteration 73Q (35846.030000 sec): 3 clusters
  Score: Raw -17095859.826807 + Penalty 5690.034138 = -17090169.792670
  nChanged 7
		SP:Iteration 74Q (35846.900000 sec): 3 clusters
  Score: Raw -17095861.727214 + Penalty 5690.034138 = -17090171.693076
  nChanged 9
		SP:Iteration 75Q (35847.770000 sec): 3 clusters
  Score: Raw -17095864.489236 + Penalty 5690.034138 = -17090174.455098
  nChanged 8
		SP:Iteration 76Q (35848.630000 sec): 3 clusters
  Score: Raw -17095866.570481 + Penalty 5690.034138 = -17090176.536344
  nChanged 7
		SP:Iteration 77Q (35849.450000 sec): 3 clusters
  Score: Raw -17095868.418199 + Penalty 5690.034138 = -17090178.384061
  nChanged 5
		SP:Iteration 78Q (35850.280000 sec): 3 clusters
  Score: Raw -17095869.960602 + Penalty 5690.034138 = -17090179.926464
  nChanged 6
		SP:Iteration 79Q (35851.100000 sec): 3 clusters
  Score: Raw -17095871.880325 + Penalty 5690.034138 = -17090181.846187
  nChanged 6
		SP:Iteration 80F (35852.010000 sec): 3 clusters
  Score: Raw -17095873.412254 + Penalty 5690.034138 = -17090183.378116
  nChanged 3
		SP:Iteration 81Q (35852.880000 sec): 3 clusters
  Score: Raw -17095874.343084 + Penalty 5690.034138 = -17090184.308946
  nChanged 4
		SP:Iteration 82Q (35853.710000 sec): 3 clusters
  Score: Raw -17095875.896671 + Penalty 5690.034138 = -17090185.862533
  nChanged 6
		SP:Iteration 83Q (35854.530000 sec): 3 clusters
  Score: Raw -17095878.320462 + Penalty 5690.034138 = -17090188.286324
  nChanged 10
		SP:Iteration 84Q (35855.350000 sec): 3 clusters
  Score: Raw -17095881.895338 + Penalty 5690.034138 = -17090191.861200
  nChanged 10
		SP:Iteration 85Q (35856.180000 sec): 3 clusters
  Score: Raw -17095885.749648 + Penalty 5690.034138 = -17090195.715510
  nChanged 9
		SP:Iteration 86Q (35857.010000 sec): 3 clusters
  Score: Raw -17095888.602298 + Penalty 5690.034138 = -17090198.568160
  nChanged 9
		SP:Iteration 87Q (35857.830000 sec): 3 clusters
  Score: Raw -17095891.413230 + Penalty 5690.034138 = -17090201.379093
  nChanged 8
		SP:Iteration 88Q (35858.660000 sec): 3 clusters
  Score: Raw -17095893.622579 + Penalty 5690.034138 = -17090203.588441
  nChanged 7
		SP:Iteration 89Q (35859.480000 sec): 3 clusters
  Score: Raw -17095896.286973 + Penalty 5690.034138 = -17090206.252835
  nChanged 7
		SP:Iteration 90Q (35860.310000 sec): 3 clusters
  Score: Raw -17095898.292978 + Penalty 5690.034138 = -17090208.258840
  nChanged 8
		SP:Iteration 91Q (35861.140000 sec): 3 clusters
  Score: Raw -17095900.996490 + Penalty 5690.034138 = -17090210.962352
  nChanged 6
		SP:Iteration 92Q (35861.960000 sec): 3 clusters
  Score: Raw -17095903.398736 + Penalty 5690.034138 = -17090213.364598
  nChanged 3
		SP:Iteration 93Q (35862.740000 sec): 3 clusters
  Score: Raw -17095904.045219 + Penalty 5690.034138 = -17090214.011081
  nChanged 5
		SP:Iteration 94Q (35863.620000 sec): 3 clusters
  Score: Raw -17095905.226692 + Penalty 5690.034138 = -17090215.192555
  nChanged 6
		SP:Iteration 95Q (35864.440000 sec): 3 clusters
  Score: Raw -17095907.095212 + Penalty 5690.034138 = -17090217.061075
  nChanged 8
		SP:Iteration 96Q (35865.270000 sec): 3 clusters
  Score: Raw -17095910.206245 + Penalty 5690.034138 = -17090220.172108
  nChanged 8
		SP:Iteration 97Q (35866.100000 sec): 3 clusters
  Score: Raw -17095913.373948 + Penalty 5690.034138 = -17090223.339810
  nChanged 7
		SP:Iteration 98Q (35866.920000 sec): 3 clusters
  Score: Raw -17095916.953383 + Penalty 5690.034138 = -17090226.919246
  nChanged 6
		SP:Iteration 99Q (35867.740000 sec): 3 clusters
  Score: Raw -17095919.682139 + Penalty 5690.034138 = -17090229.648002
  nChanged 6
		SP:Iteration 100F (35868.650000 sec): 3 clusters
  Score: Raw -17095921.236805 + Penalty 5690.034138 = -17090231.202668
  nChanged 6
		SP:Iteration 101Q (35869.470000 sec): 3 clusters
  Score: Raw -17095922.722968 + Penalty 5690.034138 = -17090232.688830
  nChanged 2
		SP:Iteration 102Q (35870.340000 sec): 3 clusters
  Score: Raw -17095923.507476 + Penalty 5690.034138 = -17090233.473338
  nChanged 4
		SP:Iteration 103Q (35871.170000 sec): 3 clusters
  Score: Raw -17095924.625684 + Penalty 5690.034138 = -17090234.591546
  nChanged 3
		SP:Iteration 104Q (35872.000000 sec): 3 clusters
  Score: Raw -17095925.664811 + Penalty 5690.034138 = -17090235.630673
  nChanged 3
		SP:Iteration 105Q (35872.820000 sec): 3 clusters
  Score: Raw -17095926.415979 + Penalty 5690.034138 = -17090236.381841
  nChanged 3
		SP:Iteration 106Q (35873.640000 sec): 3 clusters
  Score: Raw -17095927.095403 + Penalty 5690.034138 = -17090237.061265
  nChanged 2
		SP:Iteration 107Q (35874.470000 sec): 3 clusters
  Score: Raw -17095927.548360 + Penalty 5690.034138 = -17090237.514222
  nChanged 1
		SP:Iteration 108Q (35875.300000 sec): 3 clusters
  Score: Raw -17095927.755555 + Penalty 5690.034138 = -17090237.721417
  nChanged 1
		SP:Iteration 109Q (35876.130000 sec): 3 clusters
  Score: Raw -17095927.893581 + Penalty 5690.034138 = -17090237.859443
  nChanged 1
		SP:Iteration 110Q (35876.950000 sec): 3 clusters
  Score: Raw -17095928.293458 + Penalty 5690.034138 = -17090238.259320
  nChanged 1
		SP:Iteration 111Q (35877.740000 sec): 3 clusters
  Score: Raw -17095928.470042 + Penalty 5690.034138 = -17090238.435904
  nChanged 0
		SP:Iteration 112F (35878.710000 sec): 3 clusters
  Score: Raw -17095928.470042 + Penalty 5690.034138 = -17090238.435904
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35878.760000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35878.930000 sec): 3 clusters
  Score: Raw -82530.520276 + Penalty 3110.410262 = -79420.110014
  nChanged 100
		SP:Iteration 1F (35879.110000 sec): 3 clusters
  Score: Raw -82702.858499 + Penalty 3110.410262 = -79592.448236
  nChanged 18
		SP:Iteration 2Q (35879.290000 sec): 3 clusters
  Score: Raw -82751.433237 + Penalty 3110.410262 = -79641.022975
  nChanged 12
		SP:Iteration 3Q (35879.460000 sec): 3 clusters
  Score: Raw -82781.473935 + Penalty 3110.410262 = -79671.063672
  nChanged 8
		SP:Iteration 4Q (35879.630000 sec): 3 clusters
  Score: Raw -82801.279648 + Penalty 3110.410262 = -79690.869385
  nChanged 11
		SP:Iteration 5Q (35879.810000 sec): 3 clusters
  Score: Raw -82826.699501 + Penalty 3110.410262 = -79716.289239
  nChanged 4
		SP:Iteration 6Q (35879.990000 sec): 3 clusters
  Score: Raw -82831.729111 + Penalty 3110.410262 = -79721.318848
  nChanged 1
		SP:Iteration 7Q (35880.160000 sec): 3 clusters
  Score: Raw -82834.614422 + Penalty 3110.410262 = -79724.204160
  nChanged 2
		SP:Iteration 8Q (35880.340000 sec): 3 clusters
  Score: Raw -82838.744733 + Penalty 3110.410262 = -79728.334471
  nChanged 2
		SP:Iteration 9Q (35880.510000 sec): 3 clusters
  Score: Raw -82843.560719 + Penalty 3110.410262 = -79733.150457
  nChanged 0
		SP:Iteration 10F (35880.690000 sec): 3 clusters
  Score: Raw -82843.560719 + Penalty 3110.410262 = -79733.150457
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35880.780000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35880.950000 sec): 3 clusters
  Score: Raw -34426.359364 + Penalty 2645.028521 = -31781.330843
  nChanged 21
		SP:Iteration 1F (35881.130000 sec): 3 clusters
  Score: Raw -34498.629313 + Penalty 2645.028521 = -31853.600792
  nChanged 5
		SP:Iteration 2Q (35881.310000 sec): 3 clusters
  Score: Raw -34517.430921 + Penalty 2645.028521 = -31872.402399
  nChanged 1
		SP:Iteration 3Q (35881.480000 sec): 3 clusters
  Score: Raw -34522.907180 + Penalty 2645.028521 = -31877.878658
  nChanged 2
		SP:Iteration 4Q (35881.530000 sec): 3 clusters
  Score: Raw -34553.106400 + Penalty 2645.028521 = -31908.077879
  nChanged 1
		SP:Iteration 5Q (35881.540000 sec): 3 clusters
  Score: Raw -34554.335442 + Penalty 2645.028521 = -31909.306920
  nChanged 0
		SP:Iteration 6F (35881.550000 sec): 3 clusters
  Score: Raw -34554.335442 + Penalty 2645.028521 = -31909.306920
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35881.570000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35881.570000 sec): 3 clusters
  Score: Raw -18311.055507 + Penalty 2331.438261 = -15979.617246
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35881.590000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35881.620000 sec): 3 clusters
  Score: Raw -79090.924498 + Penalty 3061.163496 = -76029.761002
  nChanged 68
		SP:Iteration 1F (35881.640000 sec): 3 clusters
  Score: Raw -79224.144411 + Penalty 3061.163496 = -76162.980915
  nChanged 27
		SP:Iteration 2F (35881.660000 sec): 3 clusters
  Score: Raw -79283.451536 + Penalty 3061.163496 = -76222.288040
  nChanged 8
		SP:Iteration 3Q (35881.690000 sec): 3 clusters
  Score: Raw -79299.687723 + Penalty 3061.163496 = -76238.524227
  nChanged 5
		SP:Iteration 4Q (35881.710000 sec): 3 clusters
  Score: Raw -79312.119448 + Penalty 3061.163496 = -76250.955951
  nChanged 2
		SP:Iteration 5Q (35881.730000 sec): 3 clusters
  Score: Raw -79315.033255 + Penalty 3061.163496 = -76253.869758
  nChanged 0
		SP:Iteration 6F (35881.750000 sec): 3 clusters
  Score: Raw -79315.033255 + Penalty 3061.163496 = -76253.869758
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35881.790000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35881.820000 sec): 3 clusters
  Score: Raw -132149.683186 + Penalty 3295.965121 = -128853.718065
  nChanged 167
		SP:Iteration 1F (35881.840000 sec): 3 clusters
  Score: Raw -132385.050653 + Penalty 3295.965121 = -129089.085533
  nChanged 41
		SP:Iteration 2F (35881.870000 sec): 3 clusters
  Score: Raw -132458.081277 + Penalty 3295.965121 = -129162.116156
  nChanged 23
		SP:Iteration 3Q (35881.890000 sec): 3 clusters
  Score: Raw -132492.775332 + Penalty 3295.965121 = -129196.810211
  nChanged 20
		SP:Iteration 4Q (35881.910000 sec): 3 clusters
  Score: Raw -132528.799905 + Penalty 3295.965121 = -129232.834784
  nChanged 14
		SP:Iteration 5Q (35881.930000 sec): 3 clusters
  Score: Raw -132549.486342 + Penalty 3295.965121 = -129253.521221
  nChanged 11
		SP:Iteration 6Q (35881.960000 sec): 3 clusters
  Score: Raw -132562.846061 + Penalty 3295.965121 = -129266.880940
  nChanged 5
		SP:Iteration 7Q (35881.980000 sec): 3 clusters
  Score: Raw -132571.709560 + Penalty 3295.965121 = -129275.744439
  nChanged 2
		SP:Iteration 8Q (35882.010000 sec): 3 clusters
  Score: Raw -132574.985107 + Penalty 3295.965121 = -129279.019986
  nChanged 4
		SP:Iteration 9Q (35882.030000 sec): 3 clusters
  Score: Raw -132579.572017 + Penalty 3295.965121 = -129283.606897
  nChanged 4
		SP:Iteration 10Q (35882.050000 sec): 3 clusters
  Score: Raw -132586.572085 + Penalty 3295.965121 = -129290.606964
  nChanged 0
		SP:Iteration 11F (35882.080000 sec): 3 clusters
  Score: Raw -132586.572085 + Penalty 3295.965121 = -129290.606964
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35882.100000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35882.110000 sec): 3 clusters
  Score: Raw -21822.564669 + Penalty 2661.524103 = -19161.040566
  nChanged 30
		SP:Iteration 1F (35882.120000 sec): 3 clusters
  Score: Raw -21972.619661 + Penalty 2661.524103 = -19311.095558
  nChanged 12
		SP:Iteration 2F (35882.120000 sec): 3 clusters
  Score: Raw -22049.783522 + Penalty 2661.524103 = -19388.259419
  nChanged 2
		SP:Iteration 3Q (35882.130000 sec): 3 clusters
  Score: Raw -22054.000069 + Penalty 2661.524103 = -19392.475965
  nChanged 0
		SP:Iteration 4F (35882.140000 sec): 3 clusters
  Score: Raw -22054.000069 + Penalty 2661.524103 = -19392.475965
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35882.180000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35882.200000 sec): 3 clusters
  Score: Raw -134285.538135 + Penalty 3288.818959 = -130996.719175
  nChanged 162
		SP:Iteration 1F (35882.220000 sec): 3 clusters
  Score: Raw -134525.694067 + Penalty 3288.818959 = -131236.875108
  nChanged 43
		SP:Iteration 2F (35882.250000 sec): 3 clusters
  Score: Raw -134589.654776 + Penalty 3288.818959 = -131300.835817
  nChanged 20
		SP:Iteration 3Q (35882.270000 sec): 3 clusters
  Score: Raw -134616.220399 + Penalty 3288.818959 = -131327.401440
  nChanged 3
		SP:Iteration 4Q (35882.290000 sec): 3 clusters
  Score: Raw -134619.525373 + Penalty 3288.818959 = -131330.706414
  nChanged 2
		SP:Iteration 5Q (35882.320000 sec): 3 clusters
  Score: Raw -134624.073969 + Penalty 3288.818959 = -131335.255009
  nChanged 1
		SP:Iteration 6Q (35882.340000 sec): 3 clusters
  Score: Raw -134624.609674 + Penalty 3288.818959 = -131335.790715
  nChanged 0
		SP:Iteration 7F (35882.370000 sec): 3 clusters
  Score: Raw -134624.609674 + Penalty 3288.818959 = -131335.790715
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35882.420000 sec): 2 clusters
  Score: Raw -271010.545971 + Penalty 1823.564316 = -269186.981655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35882.460000 sec): 3 clusters
  Score: Raw -270552.558469 + Penalty 3647.128633 = -266905.429836
  nChanged 478
		SP:Iteration 1F (35882.500000 sec): 3 clusters
  Score: Raw -270999.968138 + Penalty 3647.128633 = -267352.839505
  nChanged 130
		SP:Iteration 2F (35882.540000 sec): 3 clusters
  Score: Raw -271137.988310 + Penalty 3647.128633 = -267490.859677
  nChanged 65
		SP:Iteration 3Q (35882.580000 sec): 3 clusters
  Score: Raw -271217.140096 + Penalty 3647.128633 = -267570.011463
  nChanged 33
		SP:Iteration 4Q (35882.620000 sec): 3 clusters
  Score: Raw -271264.022928 + Penalty 3647.128633 = -267616.894296
  nChanged 35
		SP:Iteration 5Q (35882.660000 sec): 3 clusters
  Score: Raw -271319.406509 + Penalty 3647.128633 = -267672.277876
  nChanged 42
		SP:Iteration 6Q (35882.700000 sec): 3 clusters
  Score: Raw -271373.461665 + Penalty 3647.128633 = -267726.333033
  nChanged 31
		SP:Iteration 7Q (35882.740000 sec): 3 clusters
  Score: Raw -271415.974148 + Penalty 3647.128633 = -267768.845516
  nChanged 33
		SP:Iteration 8Q (35882.780000 sec): 3 clusters
  Score: Raw -271444.910650 + Penalty 3647.128633 = -267797.782017
  nChanged 16
		SP:Iteration 9Q (35882.820000 sec): 3 clusters
  Score: Raw -271463.275018 + Penalty 3647.128633 = -267816.146385
  nChanged 11
		SP:Iteration 10Q (35882.860000 sec): 3 clusters
  Score: Raw -271473.581703 + Penalty 3647.128633 = -267826.453071
  nChanged 15
		SP:Iteration 11Q (35882.900000 sec): 3 clusters
  Score: Raw -271483.797365 + Penalty 3647.128633 = -267836.668733
  nChanged 12
		SP:Iteration 12Q (35882.940000 sec): 3 clusters
  Score: Raw -271500.399130 + Penalty 3647.128633 = -267853.270497
  nChanged 13
		SP:Iteration 13Q (35882.980000 sec): 3 clusters
  Score: Raw -271517.556670 + Penalty 3647.128633 = -267870.428038
  nChanged 16
		SP:Iteration 14Q (35883.020000 sec): 3 clusters
  Score: Raw -271531.180000 + Penalty 3647.128633 = -267884.051368
  nChanged 8
		SP:Iteration 15Q (35883.060000 sec): 3 clusters
  Score: Raw -271537.657762 + Penalty 3647.128633 = -267890.529130
  nChanged 8
		SP:Iteration 16Q (35883.110000 sec): 3 clusters
  Score: Raw -271547.600749 + Penalty 3647.128633 = -267900.472117
  nChanged 9
		SP:Iteration 17Q (35883.150000 sec): 3 clusters
  Score: Raw -271554.650598 + Penalty 3647.128633 = -267907.521966
  nChanged 6
		SP:Iteration 18Q (35883.190000 sec): 3 clusters
  Score: Raw -271558.174735 + Penalty 3647.128633 = -267911.046103
  nChanged 6
		SP:Iteration 19Q (35883.230000 sec): 3 clusters
  Score: Raw -271565.012108 + Penalty 3647.128633 = -267917.883475
  nChanged 11
		SP:Iteration 20F (35883.270000 sec): 3 clusters
  Score: Raw -271573.786354 + Penalty 3647.128633 = -267926.657722
  nChanged 9
		SP:Iteration 21Q (35883.310000 sec): 3 clusters
  Score: Raw -271582.122746 + Penalty 3647.128633 = -267934.994114
  nChanged 6
		SP:Iteration 22Q (35883.350000 sec): 3 clusters
  Score: Raw -271587.341087 + Penalty 3647.128633 = -267940.212454
  nChanged 3
		SP:Iteration 23Q (35883.390000 sec): 3 clusters
  Score: Raw -271589.577903 + Penalty 3647.128633 = -267942.449271
  nChanged 3
		SP:Iteration 24Q (35883.430000 sec): 3 clusters
  Score: Raw -271590.667399 + Penalty 3647.128633 = -267943.538766
  nChanged 0
		SP:Iteration 25F (35883.470000 sec): 3 clusters
  Score: Raw -271590.667399 + Penalty 3647.128633 = -267943.538766
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35883.510000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35883.520000 sec): 3 clusters
  Score: Raw -60007.345548 + Penalty 2975.472535 = -57031.873014
  nChanged 73
		SP:Iteration 1F (35883.530000 sec): 3 clusters
  Score: Raw -60179.997161 + Penalty 2975.472535 = -57204.524626
  nChanged 13
		SP:Iteration 2Q (35883.550000 sec): 3 clusters
  Score: Raw -60213.861657 + Penalty 2975.472535 = -57238.389122
  nChanged 3
		SP:Iteration 3Q (35883.570000 sec): 3 clusters
  Score: Raw -60220.002876 + Penalty 2975.472535 = -57244.530341
  nChanged 2
		SP:Iteration 4Q (35883.580000 sec): 3 clusters
  Score: Raw -60225.196821 + Penalty 2975.472535 = -57249.724286
  nChanged 1
		SP:Iteration 5Q (35883.600000 sec): 3 clusters
  Score: Raw -60226.566075 + Penalty 2975.472535 = -57251.093540
  nChanged 0
		SP:Iteration 6F (35883.610000 sec): 3 clusters
  Score: Raw -60226.566075 + Penalty 2975.472535 = -57251.093540
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35883.660000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35883.810000 sec): 3 clusters
  Score: Raw -185327.267509 + Penalty 3484.225919 = -181843.041590
  nChanged 288
		SP:Iteration 1F (35883.970000 sec): 3 clusters
  Score: Raw -185635.458219 + Penalty 3484.225919 = -182151.232300
  nChanged 93
		SP:Iteration 2F (35884.110000 sec): 3 clusters
  Score: Raw -185757.651553 + Penalty 3484.225919 = -182273.425634
  nChanged 46
		SP:Iteration 3Q (35884.140000 sec): 3 clusters
  Score: Raw -185815.935208 + Penalty 3484.225919 = -182331.709289
  nChanged 32
		SP:Iteration 4Q (35884.170000 sec): 3 clusters
  Score: Raw -185868.327896 + Penalty 3484.225919 = -182384.101977
  nChanged 35
		SP:Iteration 5Q (35884.200000 sec): 3 clusters
  Score: Raw -185943.306294 + Penalty 3484.225919 = -182459.080375
  nChanged 26
		SP:Iteration 6Q (35884.230000 sec): 3 clusters
  Score: Raw -186007.534834 + Penalty 3484.225919 = -182523.308914
  nChanged 24
		SP:Iteration 7Q (35884.270000 sec): 3 clusters
  Score: Raw -186053.894488 + Penalty 3484.225919 = -182569.668569
  nChanged 18
		SP:Iteration 8Q (35884.300000 sec): 3 clusters
  Score: Raw -186086.565129 + Penalty 3484.225919 = -182602.339210
  nChanged 17
		SP:Iteration 9Q (35884.330000 sec): 3 clusters
  Score: Raw -186114.844476 + Penalty 3484.225919 = -182630.618557
  nChanged 14
		SP:Iteration 10Q (35884.370000 sec): 3 clusters
  Score: Raw -186130.179084 + Penalty 3484.225919 = -182645.953165
  nChanged 13
		SP:Iteration 11Q (35884.400000 sec): 3 clusters
  Score: Raw -186146.905864 + Penalty 3484.225919 = -182662.679945
  nChanged 7
		SP:Iteration 12Q (35884.430000 sec): 3 clusters
  Score: Raw -186153.838328 + Penalty 3484.225919 = -182669.612409
  nChanged 5
		SP:Iteration 13Q (35884.460000 sec): 3 clusters
  Score: Raw -186160.952495 + Penalty 3484.225919 = -182676.726576
  nChanged 9
		SP:Iteration 14Q (35884.490000 sec): 3 clusters
  Score: Raw -186173.717364 + Penalty 3484.225919 = -182689.491445
  nChanged 8
		SP:Iteration 15Q (35884.530000 sec): 3 clusters
  Score: Raw -186181.863723 + Penalty 3484.225919 = -182697.637804
  nChanged 2
		SP:Iteration 16Q (35884.560000 sec): 3 clusters
  Score: Raw -186183.594298 + Penalty 3484.225919 = -182699.368379
  nChanged 2
		SP:Iteration 17Q (35884.590000 sec): 3 clusters
  Score: Raw -186184.877238 + Penalty 3484.225919 = -182700.651319
  nChanged 0
		SP:Iteration 18F (35884.620000 sec): 3 clusters
  Score: Raw -186184.877238 + Penalty 3484.225919 = -182700.651319
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35885.290000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35886.290000 sec): 3 clusters
  Score: Raw -19044205.629856 + Penalty 5708.960592 = -19038496.669264
  nChanged 47385
		SP:Iteration 1F (35887.330000 sec): 3 clusters
  Score: Raw -19071035.692591 + Penalty 5708.960592 = -19065326.731999
  nChanged 3284
		SP:Iteration 2Q (35888.480000 sec): 3 clusters
  Score: Raw -19071825.205205 + Penalty 5708.960592 = -19066116.244613
  nChanged 3297
		SP:Iteration 3Q (35889.590000 sec): 3 clusters
  Score: Raw -19072739.082994 + Penalty 5708.960592 = -19067030.122402
  nChanged 3545
		SP:Iteration 4Q (35890.690000 sec): 3 clusters
  Score: Raw -19073905.084123 + Penalty 5708.960592 = -19068196.123531
  nChanged 3997
		SP:Iteration 5Q (35891.800000 sec): 3 clusters
  Score: Raw -19075560.287277 + Penalty 5708.960592 = -19069851.326685
  nChanged 4816
		SP:Iteration 6Q (35892.910000 sec): 3 clusters
  Score: Raw -19078038.765364 + Penalty 5708.960592 = -19072329.804772
  nChanged 5994
		SP:Iteration 7F (35893.940000 sec): 3 clusters
  Score: Raw -19081697.196207 + Penalty 5708.960592 = -19075988.235615
  nChanged 7361
		SP:Iteration 8F (35894.970000 sec): 3 clusters
  Score: Raw -19087160.494968 + Penalty 5708.960592 = -19081451.534376
  nChanged 8298
		SP:Iteration 9F (35895.980000 sec): 3 clusters
  Score: Raw -19094208.976875 + Penalty 5708.960592 = -19088500.016283
  nChanged 7355
		SP:Iteration 10F (35896.990000 sec): 3 clusters
  Score: Raw -19100879.237164 + Penalty 5708.960592 = -19095170.276572
  nChanged 4681
		SP:Iteration 11Q (35898.060000 sec): 3 clusters
  Score: Raw -19104995.556366 + Penalty 5708.960592 = -19099286.595774
  nChanged 2257
		SP:Iteration 12Q (35899.150000 sec): 3 clusters
  Score: Raw -19106865.356759 + Penalty 5708.960592 = -19101156.396167
  nChanged 970
		SP:Iteration 13Q (35900.060000 sec): 3 clusters
  Score: Raw -19107674.123734 + Penalty 5708.960592 = -19101965.163142
  nChanged 425
		SP:Iteration 14Q (35900.970000 sec): 3 clusters
  Score: Raw -19108093.622459 + Penalty 5708.960592 = -19102384.661867
  nChanged 195
		SP:Iteration 15Q (35901.880000 sec): 3 clusters
  Score: Raw -19108319.269486 + Penalty 5708.960592 = -19102610.308894
  nChanged 102
		SP:Iteration 16Q (35902.800000 sec): 3 clusters
  Score: Raw -19108442.672351 + Penalty 5708.960592 = -19102733.711759
  nChanged 75
		SP:Iteration 17Q (35903.710000 sec): 3 clusters
  Score: Raw -19108524.536404 + Penalty 5708.960592 = -19102815.575812
  nChanged 57
		SP:Iteration 18Q (35904.630000 sec): 3 clusters
  Score: Raw -19108580.589273 + Penalty 5708.960592 = -19102871.628681
  nChanged 50
		SP:Iteration 19Q (35905.540000 sec): 3 clusters
  Score: Raw -19108623.995246 + Penalty 5708.960592 = -19102915.034655
  nChanged 37
		SP:Iteration 20F (35906.550000 sec): 3 clusters
  Score: Raw -19108662.370520 + Penalty 5708.960592 = -19102953.409928
  nChanged 31
		SP:Iteration 21Q (35907.520000 sec): 3 clusters
  Score: Raw -19108689.541875 + Penalty 5708.960592 = -19102980.581284
  nChanged 33
		SP:Iteration 22Q (35908.430000 sec): 3 clusters
  Score: Raw -19108714.924818 + Penalty 5708.960592 = -19103005.964226
  nChanged 20
		SP:Iteration 23Q (35909.340000 sec): 3 clusters
  Score: Raw -19108727.814918 + Penalty 5708.960592 = -19103018.854326
  nChanged 16
		SP:Iteration 24Q (35910.250000 sec): 3 clusters
  Score: Raw -19108737.267689 + Penalty 5708.960592 = -19103028.307097
  nChanged 7
		SP:Iteration 25Q (35911.170000 sec): 3 clusters
  Score: Raw -19108742.931788 + Penalty 5708.960592 = -19103033.971196
  nChanged 11
		SP:Iteration 26Q (35912.080000 sec): 3 clusters
  Score: Raw -19108750.505722 + Penalty 5708.960592 = -19103041.545130
  nChanged 12
		SP:Iteration 27Q (35912.930000 sec): 3 clusters
  Score: Raw -19108756.531257 + Penalty 5708.960592 = -19103047.570665
  nChanged 9
		SP:Iteration 28Q (35913.810000 sec): 3 clusters
  Score: Raw -19108763.652422 + Penalty 5708.960592 = -19103054.691830
  nChanged 12
		SP:Iteration 29Q (35914.720000 sec): 3 clusters
  Score: Raw -19108771.337890 + Penalty 5708.960592 = -19103062.377298
  nChanged 12
		SP:Iteration 30Q (35915.680000 sec): 3 clusters
  Score: Raw -19108779.938214 + Penalty 5708.960592 = -19103070.977622
  nChanged 8
		SP:Iteration 31Q (35916.590000 sec): 3 clusters
  Score: Raw -19108783.864037 + Penalty 5708.960592 = -19103074.903445
  nChanged 5
		SP:Iteration 32Q (35917.470000 sec): 3 clusters
  Score: Raw -19108786.985444 + Penalty 5708.960592 = -19103078.024852
  nChanged 4
		SP:Iteration 33Q (35918.390000 sec): 3 clusters
  Score: Raw -19108788.921236 + Penalty 5708.960592 = -19103079.960644
  nChanged 6
		SP:Iteration 34Q (35919.350000 sec): 3 clusters
  Score: Raw -19108792.961520 + Penalty 5708.960592 = -19103084.000928
  nChanged 7
		SP:Iteration 35Q (35920.250000 sec): 3 clusters
  Score: Raw -19108796.849885 + Penalty 5708.960592 = -19103087.889294
  nChanged 4
		SP:Iteration 36Q (35921.170000 sec): 3 clusters
  Score: Raw -19108798.337498 + Penalty 5708.960592 = -19103089.376906
  nChanged 0
		SP:Iteration 37F (35922.170000 sec): 3 clusters
  Score: Raw -19108798.337498 + Penalty 5708.960592 = -19103089.376906
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35922.240000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35922.420000 sec): 3 clusters
  Score: Raw -50660.980218 + Penalty 2829.076107 = -47831.904111
  nChanged 34
		SP:Iteration 1F (35922.590000 sec): 3 clusters
  Score: Raw -50805.756179 + Penalty 2829.076107 = -47976.680072
  nChanged 14
		SP:Iteration 2Q (35922.770000 sec): 3 clusters
  Score: Raw -50866.219221 + Penalty 2829.076107 = -48037.143113
  nChanged 5
		SP:Iteration 3Q (35922.990000 sec): 3 clusters
  Score: Raw -50917.835346 + Penalty 2829.076107 = -48088.759239
  nChanged 5
		SP:Iteration 4Q (35923.160000 sec): 3 clusters
  Score: Raw -50952.118772 + Penalty 2829.076107 = -48123.042665
  nChanged 0
		SP:Iteration 5F (35923.340000 sec): 3 clusters
  Score: Raw -50952.118772 + Penalty 2829.076107 = -48123.042665
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35923.420000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35923.590000 sec): 3 clusters
  Score: Raw -27340.537081 + Penalty 2570.164641 = -24770.372440
  nChanged 11
		SP:Iteration 1F (35923.760000 sec): 3 clusters
  Score: Raw -27394.606753 + Penalty 2570.164641 = -24824.442112
  nChanged 4
		SP:Iteration 2Q (35923.900000 sec): 3 clusters
  Score: Raw -27416.945813 + Penalty 2570.164641 = -24846.781172
  nChanged 0
		SP:Iteration 3F (35924.070000 sec): 3 clusters
  Score: Raw -27416.945813 + Penalty 2570.164641 = -24846.781172
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35924.160000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35924.340000 sec): 3 clusters
  Score: Raw -48045.338872 + Penalty 2810.547637 = -45234.791235
  nChanged 25
		SP:Iteration 1F (35924.510000 sec): 3 clusters
  Score: Raw -48131.468697 + Penalty 2810.547637 = -45320.921059
  nChanged 8
		SP:Iteration 2Q (35924.690000 sec): 3 clusters
  Score: Raw -48156.380626 + Penalty 2810.547637 = -45345.832989
  nChanged 4
		SP:Iteration 3Q (35924.860000 sec): 3 clusters
  Score: Raw -48183.337609 + Penalty 2810.547637 = -45372.789972
  nChanged 4
		SP:Iteration 4Q (35925.040000 sec): 3 clusters
  Score: Raw -48205.221391 + Penalty 2810.547637 = -45394.673754
  nChanged 4
		SP:Iteration 5Q (35925.220000 sec): 3 clusters
  Score: Raw -48241.820764 + Penalty 2810.547637 = -45431.273126
  nChanged 2
		SP:Iteration 6Q (35925.390000 sec): 3 clusters
  Score: Raw -48266.134432 + Penalty 2810.547637 = -45455.586795
  nChanged 0
		SP:Iteration 7F (35925.570000 sec): 3 clusters
  Score: Raw -48266.134432 + Penalty 2810.547637 = -45455.586795
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35925.660000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35925.830000 sec): 3 clusters
  Score: Raw -45026.247871 + Penalty 2927.706133 = -42098.541737
  nChanged 78
		SP:Iteration 1F (35926.010000 sec): 3 clusters
  Score: Raw -45208.457255 + Penalty 2927.706133 = -42280.751121
  nChanged 21
		SP:Iteration 2F (35926.180000 sec): 3 clusters
  Score: Raw -45262.306018 + Penalty 2927.706133 = -42334.599885
  nChanged 12
		SP:Iteration 3Q (35926.360000 sec): 3 clusters
  Score: Raw -45294.610314 + Penalty 2927.706133 = -42366.904180
  nChanged 5
		SP:Iteration 4Q (35926.540000 sec): 3 clusters
  Score: Raw -45314.502806 + Penalty 2927.706133 = -42386.796672
  nChanged 1
		SP:Iteration 5Q (35926.710000 sec): 3 clusters
  Score: Raw -45315.785184 + Penalty 2927.706133 = -42388.079051
  nChanged 1
		SP:Iteration 6Q (35926.890000 sec): 3 clusters
  Score: Raw -45320.543728 + Penalty 2927.706133 = -42392.837594
  nChanged 2
		SP:Iteration 7Q (35927.060000 sec): 3 clusters
  Score: Raw -45323.224179 + Penalty 2927.706133 = -42395.518046
  nChanged 2
		SP:Iteration 8Q (35927.240000 sec): 3 clusters
  Score: Raw -45326.580188 + Penalty 2927.706133 = -42398.874055
  nChanged 1
		SP:Iteration 9Q (35927.420000 sec): 3 clusters
  Score: Raw -45326.826526 + Penalty 2927.706133 = -42399.120393
  nChanged 1
		SP:Iteration 10Q (35927.590000 sec): 3 clusters
  Score: Raw -45327.000268 + Penalty 2927.706133 = -42399.294135
  nChanged 0
		SP:Iteration 11F (35927.770000 sec): 3 clusters
  Score: Raw -45327.000268 + Penalty 2927.706133 = -42399.294135
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35927.960000 sec): 2 clusters
  Score: Raw -2768997.098728 + Penalty 2402.947328 = -2766594.151400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35928.280000 sec): 3 clusters
  Score: Raw -2759731.009353 + Penalty 4805.894656 = -2754925.114696
  nChanged 6974
		SP:Iteration 1F (35928.580000 sec): 3 clusters
  Score: Raw -2763480.577706 + Penalty 4805.894656 = -2758674.683050
  nChanged 911
		SP:Iteration 2F (35928.880000 sec): 3 clusters
  Score: Raw -2763841.107127 + Penalty 4805.894656 = -2759035.212471
  nChanged 783
		SP:Iteration 3Q (35929.230000 sec): 3 clusters
  Score: Raw -2764152.241535 + Penalty 4805.894656 = -2759346.346879
  nChanged 700
		SP:Iteration 4Q (35929.530000 sec): 3 clusters
  Score: Raw -2764435.235359 + Penalty 4805.894656 = -2759629.340703
  nChanged 703
		SP:Iteration 5Q (35929.880000 sec): 3 clusters
  Score: Raw -2764766.437854 + Penalty 4805.894656 = -2759960.543197
  nChanged 700
		SP:Iteration 6Q (35930.180000 sec): 3 clusters
  Score: Raw -2765138.454908 + Penalty 4805.894656 = -2760332.560252
  nChanged 755
		SP:Iteration 7Q (35930.530000 sec): 3 clusters
  Score: Raw -2765623.051568 + Penalty 4805.894656 = -2760817.156912
  nChanged 853
		SP:Iteration 8F (35930.840000 sec): 3 clusters
  Score: Raw -2766262.163234 + Penalty 4805.894656 = -2761456.268578
  nChanged 924
		SP:Iteration 9F (35931.140000 sec): 3 clusters
  Score: Raw -2767025.730352 + Penalty 4805.894656 = -2762219.835696
  nChanged 841
		SP:Iteration 10F (35931.440000 sec): 3 clusters
  Score: Raw -2767763.131619 + Penalty 4805.894656 = -2762957.236963
  nChanged 630
		SP:Iteration 11Q (35931.750000 sec): 3 clusters
  Score: Raw -2768352.753019 + Penalty 4805.894656 = -2763546.858362
  nChanged 437
		SP:Iteration 12Q (35932.060000 sec): 3 clusters
  Score: Raw -2768778.160366 + Penalty 4805.894656 = -2763972.265710
  nChanged 330
		SP:Iteration 13Q (35932.360000 sec): 3 clusters
  Score: Raw -2769134.475363 + Penalty 4805.894656 = -2764328.580707
  nChanged 225
		SP:Iteration 14Q (35932.670000 sec): 3 clusters
  Score: Raw -2769391.174311 + Penalty 4805.894656 = -2764585.279655
  nChanged 156
		SP:Iteration 15Q (35932.980000 sec): 3 clusters
  Score: Raw -2769537.678484 + Penalty 4805.894656 = -2764731.783827
  nChanged 93
		SP:Iteration 16Q (35933.280000 sec): 3 clusters
  Score: Raw -2769629.050827 + Penalty 4805.894656 = -2764823.156170
  nChanged 66
		SP:Iteration 17Q (35933.590000 sec): 3 clusters
  Score: Raw -2769680.568601 + Penalty 4805.894656 = -2764874.673945
  nChanged 37
		SP:Iteration 18Q (35933.900000 sec): 3 clusters
  Score: Raw -2769703.512558 + Penalty 4805.894656 = -2764897.617902
  nChanged 25
		SP:Iteration 19Q (35934.200000 sec): 3 clusters
  Score: Raw -2769721.278577 + Penalty 4805.894656 = -2764915.383920
  nChanged 20
		SP:Iteration 20F (35934.510000 sec): 3 clusters
  Score: Raw -2769734.132262 + Penalty 4805.894656 = -2764928.237606
  nChanged 17
		SP:Iteration 21Q (35934.820000 sec): 3 clusters
  Score: Raw -2769742.969948 + Penalty 4805.894656 = -2764937.075292
  nChanged 10
		SP:Iteration 22Q (35935.120000 sec): 3 clusters
  Score: Raw -2769749.819761 + Penalty 4805.894656 = -2764943.925105
  nChanged 7
		SP:Iteration 23Q (35935.410000 sec): 3 clusters
  Score: Raw -2769753.532050 + Penalty 4805.894656 = -2764947.637394
  nChanged 5
		SP:Iteration 24Q (35935.710000 sec): 3 clusters
  Score: Raw -2769755.434822 + Penalty 4805.894656 = -2764949.540165
  nChanged 2
		SP:Iteration 25Q (35935.930000 sec): 3 clusters
  Score: Raw -2769756.678024 + Penalty 4805.894656 = -2764950.783367
  nChanged 3
		SP:Iteration 26Q (35936.160000 sec): 3 clusters
  Score: Raw -2769757.832407 + Penalty 4805.894656 = -2764951.937750
  nChanged 0
		SP:Iteration 27F (35936.410000 sec): 3 clusters
  Score: Raw -2769757.832407 + Penalty 4805.894656 = -2764951.937750
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35936.460000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35936.560000 sec): 3 clusters
  Score: Raw -18844.335266 + Penalty 2686.385799 = -16157.949466
  nChanged 31
		SP:Iteration 1F (35936.570000 sec): 3 clusters
  Score: Raw -18997.130934 + Penalty 2686.385799 = -16310.745135
  nChanged 9
		SP:Iteration 2Q (35936.580000 sec): 3 clusters
  Score: Raw -19061.996196 + Penalty 2686.385799 = -16375.610396
  nChanged 5
		SP:Iteration 3Q (35936.580000 sec): 3 clusters
  Score: Raw -19087.553489 + Penalty 2686.385799 = -16401.167689
  nChanged 5
		SP:Iteration 4Q (35936.590000 sec): 3 clusters
  Score: Raw -19110.426189 + Penalty 2686.385799 = -16424.040390
  nChanged 5
		SP:Iteration 5Q (35936.600000 sec): 3 clusters
  Score: Raw -19133.691397 + Penalty 2686.385799 = -16447.305597
  nChanged 1
		SP:Iteration 6Q (35936.610000 sec): 3 clusters
  Score: Raw -19143.551167 + Penalty 2686.385799 = -16457.165367
  nChanged 0
		SP:Iteration 7F (35936.610000 sec): 3 clusters
  Score: Raw -19143.551167 + Penalty 2686.385799 = -16457.165367
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35936.640000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35936.640000 sec): 3 clusters
  Score: Raw -25111.541666 + Penalty 2575.706598 = -22535.835068
  nChanged 14
		SP:Iteration 1F (35936.650000 sec): 3 clusters
  Score: Raw -25225.061962 + Penalty 2575.706598 = -22649.355364
  nChanged 5
		SP:Iteration 2Q (35936.660000 sec): 3 clusters
  Score: Raw -25270.714338 + Penalty 2575.706598 = -22695.007740
  nChanged 2
		SP:Iteration 3Q (35936.670000 sec): 3 clusters
  Score: Raw -25278.451744 + Penalty 2575.706598 = -22702.745145
  nChanged 1
		SP:Iteration 4Q (35936.680000 sec): 3 clusters
  Score: Raw -25288.508850 + Penalty 2575.706598 = -22712.802252
  nChanged 0
		SP:Iteration 5F (35936.680000 sec): 3 clusters
  Score: Raw -25288.508850 + Penalty 2575.706598 = -22712.802252
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35936.700000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35936.710000 sec): 3 clusters
  Score: Raw -20214.293424 + Penalty 2544.429763 = -17669.863661
  nChanged 23
		SP:Iteration 1F (35936.720000 sec): 3 clusters
  Score: Raw -20400.784514 + Penalty 2544.429763 = -17856.354751
  nChanged 5
		SP:Iteration 2Q (35936.730000 sec): 3 clusters
  Score: Raw -20433.862374 + Penalty 2544.429763 = -17889.432611
  nChanged 2
		SP:Iteration 3Q (35936.740000 sec): 3 clusters
  Score: Raw -20439.578947 + Penalty 2544.429763 = -17895.149184
  nChanged 0
		SP:Iteration 4F (35936.740000 sec): 3 clusters
  Score: Raw -20439.578947 + Penalty 2544.429763 = -17895.149184
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35936.770000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35936.790000 sec): 3 clusters
  Score: Raw -71987.705152 + Penalty 2992.410766 = -68995.294386
  nChanged 66
		SP:Iteration 1F (35936.810000 sec): 3 clusters
  Score: Raw -72133.372060 + Penalty 2992.410766 = -69140.961294
  nChanged 14
		SP:Iteration 2Q (35936.830000 sec): 3 clusters
  Score: Raw -72170.662598 + Penalty 2992.410766 = -69178.251832
  nChanged 3
		SP:Iteration 3Q (35936.840000 sec): 3 clusters
  Score: Raw -72178.202450 + Penalty 2992.410766 = -69185.791684
  nChanged 2
		SP:Iteration 4Q (35936.860000 sec): 3 clusters
  Score: Raw -72182.411628 + Penalty 2992.410766 = -69190.000862
  nChanged 1
		SP:Iteration 5Q (35936.880000 sec): 3 clusters
  Score: Raw -72184.881351 + Penalty 2992.410766 = -69192.470585
  nChanged 1
		SP:Iteration 6Q (35936.890000 sec): 3 clusters
  Score: Raw -72186.950031 + Penalty 2992.410766 = -69194.539265
  nChanged 1
		SP:Iteration 7Q (35936.900000 sec): 3 clusters
  Score: Raw -72190.677033 + Penalty 2992.410766 = -69198.266267
  nChanged 3
		SP:Iteration 8Q (35936.920000 sec): 3 clusters
  Score: Raw -72198.217918 + Penalty 2992.410766 = -69205.807152
  nChanged 0
		SP:Iteration 9F (35936.940000 sec): 3 clusters
  Score: Raw -72198.217918 + Penalty 2992.410766 = -69205.807152
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35937.180000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35937.510000 sec): 3 clusters
  Score: Raw -3694363.929788 + Penalty 4939.930361 = -3689423.999427
  nChanged 9284
		SP:Iteration 1F (35937.840000 sec): 3 clusters
  Score: Raw -3699701.838491 + Penalty 4939.930361 = -3694761.908130
  nChanged 1367
		SP:Iteration 2F (35938.180000 sec): 3 clusters
  Score: Raw -3700499.529500 + Penalty 4939.930361 = -3695559.599139
  nChanged 1350
		SP:Iteration 3F (35938.510000 sec): 3 clusters
  Score: Raw -3701352.682185 + Penalty 4939.930361 = -3696412.751823
  nChanged 1361
		SP:Iteration 4F (35938.840000 sec): 3 clusters
  Score: Raw -3702192.721288 + Penalty 4939.930361 = -3697252.790927
  nChanged 1303
		SP:Iteration 5F (35939.170000 sec): 3 clusters
  Score: Raw -3702963.558182 + Penalty 4939.930361 = -3698023.627821
  nChanged 1145
		SP:Iteration 6F (35939.500000 sec): 3 clusters
  Score: Raw -3703570.649206 + Penalty 4939.930361 = -3698630.718845
  nChanged 948
		SP:Iteration 7Q (35939.840000 sec): 3 clusters
  Score: Raw -3704051.381329 + Penalty 4939.930361 = -3699111.450968
  nChanged 795
		SP:Iteration 8Q (35940.170000 sec): 3 clusters
  Score: Raw -3704399.163088 + Penalty 4939.930361 = -3699459.232727
  nChanged 620
		SP:Iteration 9Q (35940.500000 sec): 3 clusters
  Score: Raw -3704647.674092 + Penalty 4939.930361 = -3699707.743731
  nChanged 516
		SP:Iteration 10Q (35940.830000 sec): 3 clusters
  Score: Raw -3704854.825293 + Penalty 4939.930361 = -3699914.894932
  nChanged 485
		SP:Iteration 11Q (35941.160000 sec): 3 clusters
  Score: Raw -3705046.666533 + Penalty 4939.930361 = -3700106.736172
  nChanged 428
		SP:Iteration 12Q (35941.490000 sec): 3 clusters
  Score: Raw -3705204.042427 + Penalty 4939.930361 = -3700264.112066
  nChanged 392
		SP:Iteration 13Q (35941.820000 sec): 3 clusters
  Score: Raw -3705356.265079 + Penalty 4939.930361 = -3700416.334717
  nChanged 409
		SP:Iteration 14Q (35942.160000 sec): 3 clusters
  Score: Raw -3705537.545927 + Penalty 4939.930361 = -3700597.615566
  nChanged 415
		SP:Iteration 15Q (35942.490000 sec): 3 clusters
  Score: Raw -3705722.725961 + Penalty 4939.930361 = -3700782.795600
  nChanged 415
		SP:Iteration 16Q (35942.870000 sec): 3 clusters
  Score: Raw -3705920.258473 + Penalty 4939.930361 = -3700980.328112
  nChanged 399
		SP:Iteration 17Q (35943.200000 sec): 3 clusters
  Score: Raw -3706122.131999 + Penalty 4939.930361 = -3701182.201638
  nChanged 353
		SP:Iteration 18Q (35943.530000 sec): 3 clusters
  Score: Raw -3706301.675442 + Penalty 4939.930361 = -3701361.745081
  nChanged 310
		SP:Iteration 19Q (35943.900000 sec): 3 clusters
  Score: Raw -3706477.968942 + Penalty 4939.930361 = -3701538.038580
  nChanged 280
		SP:Iteration 20F (35944.200000 sec): 3 clusters
  Score: Raw -3706649.994465 + Penalty 4939.930361 = -3701710.064104
  nChanged 242
		SP:Iteration 21Q (35944.490000 sec): 3 clusters
  Score: Raw -3706794.861369 + Penalty 4939.930361 = -3701854.931007
  nChanged 189
		SP:Iteration 22Q (35944.840000 sec): 3 clusters
  Score: Raw -3706896.638052 + Penalty 4939.930361 = -3701956.707691
  nChanged 131
		SP:Iteration 23Q (35945.220000 sec): 3 clusters
  Score: Raw -3706958.411138 + Penalty 4939.930361 = -3702018.480777
  nChanged 90
		SP:Iteration 24Q (35945.600000 sec): 3 clusters
  Score: Raw -3707004.883505 + Penalty 4939.930361 = -3702064.953144
  nChanged 84
		SP:Iteration 25Q (35945.980000 sec): 3 clusters
  Score: Raw -3707039.875843 + Penalty 4939.930361 = -3702099.945482
  nChanged 69
		SP:Iteration 26Q (35946.270000 sec): 3 clusters
  Score: Raw -3707070.827244 + Penalty 4939.930361 = -3702130.896883
  nChanged 48
		SP:Iteration 27Q (35946.660000 sec): 3 clusters
  Score: Raw -3707091.716397 + Penalty 4939.930361 = -3702151.786036
  nChanged 35
		SP:Iteration 28Q (35946.960000 sec): 3 clusters
  Score: Raw -3707109.348571 + Penalty 4939.930361 = -3702169.418210
  nChanged 40
		SP:Iteration 29Q (35947.300000 sec): 3 clusters
  Score: Raw -3707127.239527 + Penalty 4939.930361 = -3702187.309166
  nChanged 35
		SP:Iteration 30Q (35947.640000 sec): 3 clusters
  Score: Raw -3707143.776093 + Penalty 4939.930361 = -3702203.845732
  nChanged 29
		SP:Iteration 31Q (35948.030000 sec): 3 clusters
  Score: Raw -3707158.276090 + Penalty 4939.930361 = -3702218.345728
  nChanged 26
		SP:Iteration 32Q (35948.370000 sec): 3 clusters
  Score: Raw -3707168.144242 + Penalty 4939.930361 = -3702228.213881
  nChanged 18
		SP:Iteration 33Q (35948.670000 sec): 3 clusters
  Score: Raw -3707175.248679 + Penalty 4939.930361 = -3702235.318318
  nChanged 17
		SP:Iteration 34Q (35949.010000 sec): 3 clusters
  Score: Raw -3707182.114612 + Penalty 4939.930361 = -3702242.184251
  nChanged 13
		SP:Iteration 35Q (35949.360000 sec): 3 clusters
  Score: Raw -3707188.173976 + Penalty 4939.930361 = -3702248.243614
  nChanged 13
		SP:Iteration 36Q (35949.700000 sec): 3 clusters
  Score: Raw -3707194.559245 + Penalty 4939.930361 = -3702254.628884
  nChanged 9
		SP:Iteration 37Q (35950.050000 sec): 3 clusters
  Score: Raw -3707199.429277 + Penalty 4939.930361 = -3702259.498916
  nChanged 13
		SP:Iteration 38Q (35950.390000 sec): 3 clusters
  Score: Raw -3707204.369971 + Penalty 4939.930361 = -3702264.439610
  nChanged 10
		SP:Iteration 39Q (35950.730000 sec): 3 clusters
  Score: Raw -3707208.413223 + Penalty 4939.930361 = -3702268.482862
  nChanged 4
		SP:Iteration 40F (35951.080000 sec): 3 clusters
  Score: Raw -3707209.709588 + Penalty 4939.930361 = -3702269.779227
  nChanged 2
		SP:Iteration 41Q (35951.420000 sec): 3 clusters
  Score: Raw -3707210.750377 + Penalty 4939.930361 = -3702270.820016
  nChanged 2
		SP:Iteration 42Q (35951.770000 sec): 3 clusters
  Score: Raw -3707211.242380 + Penalty 4939.930361 = -3702271.312019
  nChanged 1
		SP:Iteration 43Q (35952.110000 sec): 3 clusters
  Score: Raw -3707211.616307 + Penalty 4939.930361 = -3702271.685946
  nChanged 1
		SP:Iteration 44Q (35952.450000 sec): 3 clusters
  Score: Raw -3707211.928213 + Penalty 4939.930361 = -3702271.997852
  nChanged 1
		SP:Iteration 45Q (35952.800000 sec): 3 clusters
  Score: Raw -3707212.271917 + Penalty 4939.930361 = -3702272.341556
  nChanged 2
		SP:Iteration 46Q (35953.140000 sec): 3 clusters
  Score: Raw -3707212.776301 + Penalty 4939.930361 = -3702272.845940
  nChanged 0
		SP:Iteration 47F (35953.490000 sec): 3 clusters
  Score: Raw -3707212.776301 + Penalty 4939.930361 = -3702272.845940
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35953.550000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35953.730000 sec): 3 clusters
  Score: Raw -40745.121969 + Penalty 2773.129542 = -37971.992427
  nChanged 40
		SP:Iteration 1F (35953.910000 sec): 3 clusters
  Score: Raw -40943.091472 + Penalty 2773.129542 = -38169.961930
  nChanged 10
		SP:Iteration 2Q (35954.080000 sec): 3 clusters
  Score: Raw -41000.751481 + Penalty 2773.129542 = -38227.621938
  nChanged 1
		SP:Iteration 3Q (35954.260000 sec): 3 clusters
  Score: Raw -41003.006317 + Penalty 2773.129542 = -38229.876775
  nChanged 1
		SP:Iteration 4Q (35954.430000 sec): 3 clusters
  Score: Raw -41005.424141 + Penalty 2773.129542 = -38232.294599
  nChanged 1
		SP:Iteration 5Q (35954.610000 sec): 3 clusters
  Score: Raw -41014.643365 + Penalty 2773.129542 = -38241.513823
  nChanged 1
		SP:Iteration 6Q (35954.790000 sec): 3 clusters
  Score: Raw -41017.480068 + Penalty 2773.129542 = -38244.350526
  nChanged 1
		SP:Iteration 7Q (35954.960000 sec): 3 clusters
  Score: Raw -41021.146445 + Penalty 2773.129542 = -38248.016903
  nChanged 0
		SP:Iteration 8F (35955.140000 sec): 3 clusters
  Score: Raw -41021.146445 + Penalty 2773.129542 = -38248.016903
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35955.230000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35955.400000 sec): 3 clusters
  Score: Raw -110500.582161 + Penalty 3200.216281 = -107300.365879
  nChanged 141
		SP:Iteration 1F (35955.570000 sec): 3 clusters
  Score: Raw -110716.379714 + Penalty 3200.216281 = -107516.163433
  nChanged 28
		SP:Iteration 2Q (35955.750000 sec): 3 clusters
  Score: Raw -110777.942483 + Penalty 3200.216281 = -107577.726202
  nChanged 17
		SP:Iteration 3Q (35955.930000 sec): 3 clusters
  Score: Raw -110818.616065 + Penalty 3200.216281 = -107618.399784
  nChanged 9
		SP:Iteration 4Q (35956.100000 sec): 3 clusters
  Score: Raw -110847.771536 + Penalty 3200.216281 = -107647.555254
  nChanged 11
		SP:Iteration 5Q (35956.260000 sec): 3 clusters
  Score: Raw -110865.346424 + Penalty 3200.216281 = -107665.130143
  nChanged 7
		SP:Iteration 6Q (35956.420000 sec): 3 clusters
  Score: Raw -110883.929901 + Penalty 3200.216281 = -107683.713619
  nChanged 12
		SP:Iteration 7Q (35956.580000 sec): 3 clusters
  Score: Raw -110920.332765 + Penalty 3200.216281 = -107720.116483
  nChanged 14
		SP:Iteration 8Q (35956.740000 sec): 3 clusters
  Score: Raw -110948.373155 + Penalty 3200.216281 = -107748.156874
  nChanged 10
		SP:Iteration 9Q (35956.900000 sec): 3 clusters
  Score: Raw -110965.196846 + Penalty 3200.216281 = -107764.980565
  nChanged 6
		SP:Iteration 10Q (35957.060000 sec): 3 clusters
  Score: Raw -110984.598833 + Penalty 3200.216281 = -107784.382552
  nChanged 8
		SP:Iteration 11Q (35957.220000 sec): 3 clusters
  Score: Raw -111007.651118 + Penalty 3200.216281 = -107807.434836
  nChanged 9
		SP:Iteration 12Q (35957.380000 sec): 3 clusters
  Score: Raw -111030.392462 + Penalty 3200.216281 = -107830.176181
  nChanged 6
		SP:Iteration 13Q (35957.540000 sec): 3 clusters
  Score: Raw -111043.721974 + Penalty 3200.216281 = -107843.505692
  nChanged 6
		SP:Iteration 14Q (35957.700000 sec): 3 clusters
  Score: Raw -111055.475435 + Penalty 3200.216281 = -107855.259154
  nChanged 5
		SP:Iteration 15Q (35957.860000 sec): 3 clusters
  Score: Raw -111064.314173 + Penalty 3200.216281 = -107864.097892
  nChanged 6
		SP:Iteration 16Q (35958.020000 sec): 3 clusters
  Score: Raw -111082.363859 + Penalty 3200.216281 = -107882.147578
  nChanged 5
		SP:Iteration 17Q (35958.180000 sec): 3 clusters
  Score: Raw -111092.195164 + Penalty 3200.216281 = -107891.978883
  nChanged 7
		SP:Iteration 18Q (35958.350000 sec): 3 clusters
  Score: Raw -111101.932624 + Penalty 3200.216281 = -107901.716343
  nChanged 7
		SP:Iteration 19Q (35958.510000 sec): 3 clusters
  Score: Raw -111115.987112 + Penalty 3200.216281 = -107915.770831
  nChanged 7
		SP:Iteration 20F (35958.680000 sec): 3 clusters
  Score: Raw -111131.361026 + Penalty 3200.216281 = -107931.144745
  nChanged 8
		SP:Iteration 21Q (35958.860000 sec): 3 clusters
  Score: Raw -111162.425327 + Penalty 3200.216281 = -107962.209046
  nChanged 9
		SP:Iteration 22Q (35959.030000 sec): 3 clusters
  Score: Raw -111197.143131 + Penalty 3200.216281 = -107996.926850
  nChanged 10
		SP:Iteration 23Q (35959.210000 sec): 3 clusters
  Score: Raw -111226.025930 + Penalty 3200.216281 = -108025.809649
  nChanged 7
		SP:Iteration 24Q (35959.390000 sec): 3 clusters
  Score: Raw -111250.995887 + Penalty 3200.216281 = -108050.779606
  nChanged 5
		SP:Iteration 25Q (35959.560000 sec): 3 clusters
  Score: Raw -111268.282941 + Penalty 3200.216281 = -108068.066660
  nChanged 4
		SP:Iteration 26Q (35959.740000 sec): 3 clusters
  Score: Raw -111276.015308 + Penalty 3200.216281 = -108075.799026
  nChanged 2
		SP:Iteration 27Q (35959.790000 sec): 3 clusters
  Score: Raw -111288.926456 + Penalty 3200.216281 = -108088.710174
  nChanged 4
		SP:Iteration 28Q (35959.810000 sec): 3 clusters
  Score: Raw -111301.829528 + Penalty 3200.216281 = -108101.613247
  nChanged 3
		SP:Iteration 29Q (35959.830000 sec): 3 clusters
  Score: Raw -111310.769916 + Penalty 3200.216281 = -108110.553635
  nChanged 2
		SP:Iteration 30Q (35959.850000 sec): 3 clusters
  Score: Raw -111319.378309 + Penalty 3200.216281 = -108119.162028
  nChanged 4
		SP:Iteration 31Q (35959.870000 sec): 3 clusters
  Score: Raw -111339.780652 + Penalty 3200.216281 = -108139.564370
  nChanged 6
		SP:Iteration 32Q (35959.890000 sec): 3 clusters
  Score: Raw -111370.590434 + Penalty 3200.216281 = -108170.374152
  nChanged 5
		SP:Iteration 33Q (35959.920000 sec): 3 clusters
  Score: Raw -111391.127855 + Penalty 3200.216281 = -108190.911574
  nChanged 4
		SP:Iteration 34Q (35959.940000 sec): 3 clusters
  Score: Raw -111404.884792 + Penalty 3200.216281 = -108204.668511
  nChanged 3
		SP:Iteration 35Q (35959.960000 sec): 3 clusters
  Score: Raw -111408.286414 + Penalty 3200.216281 = -108208.070132
  nChanged 0
		SP:Iteration 36F (35959.990000 sec): 3 clusters
  Score: Raw -111408.286414 + Penalty 3200.216281 = -108208.070132
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35960.030000 sec): 2 clusters
  Score: Raw -151168.462462 + Penalty 1691.093168 = -149477.369294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35960.060000 sec): 3 clusters
  Score: Raw -151010.494525 + Penalty 3382.186336 = -147628.308188
  nChanged 252
		SP:Iteration 1F (35960.090000 sec): 3 clusters
  Score: Raw -151338.614989 + Penalty 3382.186336 = -147956.428653
  nChanged 64
		SP:Iteration 2F (35960.120000 sec): 3 clusters
  Score: Raw -151450.390973 + Penalty 3382.186336 = -148068.204637
  nChanged 37
		SP:Iteration 3Q (35960.150000 sec): 3 clusters
  Score: Raw -151516.356645 + Penalty 3382.186336 = -148134.170309
  nChanged 29
		SP:Iteration 4Q (35960.180000 sec): 3 clusters
  Score: Raw -151577.602533 + Penalty 3382.186336 = -148195.416196
  nChanged 39
		SP:Iteration 5Q (35960.210000 sec): 3 clusters
  Score: Raw -151666.553476 + Penalty 3382.186336 = -148284.367140
  nChanged 31
		SP:Iteration 6Q (35960.240000 sec): 3 clusters
  Score: Raw -151753.387585 + Penalty 3382.186336 = -148371.201249
  nChanged 30
		SP:Iteration 7Q (35960.270000 sec): 3 clusters
  Score: Raw -151832.822357 + Penalty 3382.186336 = -148450.636020
  nChanged 24
		SP:Iteration 8Q (35960.300000 sec): 3 clusters
  Score: Raw -151892.423299 + Penalty 3382.186336 = -148510.236963
  nChanged 28
		SP:Iteration 9Q (35960.330000 sec): 3 clusters
  Score: Raw -151949.068662 + Penalty 3382.186336 = -148566.882326
  nChanged 25
		SP:Iteration 10Q (35960.360000 sec): 3 clusters
  Score: Raw -152021.839507 + Penalty 3382.186336 = -148639.653171
  nChanged 30
		SP:Iteration 11Q (35960.390000 sec): 3 clusters
  Score: Raw -152113.443849 + Penalty 3382.186336 = -148731.257513
  nChanged 18
		SP:Iteration 12Q (35960.420000 sec): 3 clusters
  Score: Raw -152191.430139 + Penalty 3382.186336 = -148809.243803
  nChanged 23
		SP:Iteration 13Q (35960.450000 sec): 3 clusters
  Score: Raw -152275.886467 + Penalty 3382.186336 = -148893.700130
  nChanged 25
		SP:Iteration 14Q (35960.480000 sec): 3 clusters
  Score: Raw -152356.007142 + Penalty 3382.186336 = -148973.820806
  nChanged 25
		SP:Iteration 15Q (35960.510000 sec): 3 clusters
  Score: Raw -152445.477303 + Penalty 3382.186336 = -149063.290967
  nChanged 20
		SP:Iteration 16Q (35960.540000 sec): 3 clusters
  Score: Raw -152505.036495 + Penalty 3382.186336 = -149122.850159
  nChanged 14
		SP:Iteration 17Q (35960.570000 sec): 3 clusters
  Score: Raw -152558.412003 + Penalty 3382.186336 = -149176.225666
  nChanged 17
		SP:Iteration 18Q (35960.600000 sec): 3 clusters
  Score: Raw -152621.118679 + Penalty 3382.186336 = -149238.932343
  nChanged 13
		SP:Iteration 19Q (35960.630000 sec): 3 clusters
  Score: Raw -152652.713552 + Penalty 3382.186336 = -149270.527216
  nChanged 10
		SP:Iteration 20F (35960.660000 sec): 3 clusters
  Score: Raw -152679.549129 + Penalty 3382.186336 = -149297.362793
  nChanged 12
		SP:Iteration 21Q (35960.690000 sec): 3 clusters
  Score: Raw -152734.408671 + Penalty 3382.186336 = -149352.222334
  nChanged 11
		SP:Iteration 22Q (35960.720000 sec): 3 clusters
  Score: Raw -152756.458520 + Penalty 3382.186336 = -149374.272183
  nChanged 12
		SP:Iteration 23Q (35960.750000 sec): 3 clusters
  Score: Raw -152776.165859 + Penalty 3382.186336 = -149393.979522
  nChanged 4
		SP:Iteration 24Q (35960.780000 sec): 3 clusters
  Score: Raw -152786.117416 + Penalty 3382.186336 = -149403.931080
  nChanged 1
		SP:Iteration 25Q (35960.810000 sec): 3 clusters
  Score: Raw -152787.673527 + Penalty 3382.186336 = -149405.487191
  nChanged 2
		SP:Iteration 26Q (35960.840000 sec): 3 clusters
  Score: Raw -152790.776828 + Penalty 3382.186336 = -149408.590492
  nChanged 2
		SP:Iteration 27Q (35960.870000 sec): 3 clusters
  Score: Raw -152794.241459 + Penalty 3382.186336 = -149412.055122
  nChanged 1
		SP:Iteration 28Q (35960.900000 sec): 3 clusters
  Score: Raw -152797.686099 + Penalty 3382.186336 = -149415.499763
  nChanged 3
		SP:Iteration 29Q (35960.930000 sec): 3 clusters
  Score: Raw -152804.758672 + Penalty 3382.186336 = -149422.572335
  nChanged 4
		SP:Iteration 30Q (35960.960000 sec): 3 clusters
  Score: Raw -152823.899841 + Penalty 3382.186336 = -149441.713505
  nChanged 3
		SP:Iteration 31Q (35960.990000 sec): 3 clusters
  Score: Raw -152831.236755 + Penalty 3382.186336 = -149449.050419
  nChanged 5
		SP:Iteration 32Q (35961.020000 sec): 3 clusters
  Score: Raw -152845.529818 + Penalty 3382.186336 = -149463.343481
  nChanged 10
		SP:Iteration 33Q (35961.050000 sec): 3 clusters
  Score: Raw -152873.374560 + Penalty 3382.186336 = -149491.188223
  nChanged 11
		SP:Iteration 34Q (35961.080000 sec): 3 clusters
  Score: Raw -152903.821878 + Penalty 3382.186336 = -149521.635541
  nChanged 7
		SP:Iteration 35Q (35961.110000 sec): 3 clusters
  Score: Raw -152932.170555 + Penalty 3382.186336 = -149549.984218
  nChanged 4
		SP:Iteration 36Q (35961.140000 sec): 3 clusters
  Score: Raw -152950.763542 + Penalty 3382.186336 = -149568.577205
  nChanged 5
		SP:Iteration 37Q (35961.170000 sec): 3 clusters
  Score: Raw -152974.284085 + Penalty 3382.186336 = -149592.097749
  nChanged 6
		SP:Iteration 38Q (35961.310000 sec): 3 clusters
  Score: Raw -152985.967835 + Penalty 3382.186336 = -149603.781499
  nChanged 3
		SP:Iteration 39Q (35961.480000 sec): 3 clusters
  Score: Raw -152992.454417 + Penalty 3382.186336 = -149610.268080
  nChanged 2
		SP:Iteration 40F (35961.660000 sec): 3 clusters
  Score: Raw -152998.144655 + Penalty 3382.186336 = -149615.958319
  nChanged 3
		SP:Iteration 41Q (35961.840000 sec): 3 clusters
  Score: Raw -153005.092125 + Penalty 3382.186336 = -149622.905788
  nChanged 2
		SP:Iteration 42Q (35962.010000 sec): 3 clusters
  Score: Raw -153008.927148 + Penalty 3382.186336 = -149626.740811
  nChanged 1
		SP:Iteration 43Q (35962.190000 sec): 3 clusters
  Score: Raw -153012.502161 + Penalty 3382.186336 = -149630.315824
  nChanged 0
		SP:Iteration 44F (35962.360000 sec): 3 clusters
  Score: Raw -153012.502161 + Penalty 3382.186336 = -149630.315824
  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 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35962.450000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35962.630000 sec): 3 clusters
  Score: Raw -30057.523850 + Penalty 2642.626580 = -27414.897270
  nChanged 14
		SP:Iteration 1F (35962.800000 sec): 3 clusters
  Score: Raw -30134.031668 + Penalty 2642.626580 = -27491.405088
  nChanged 2
		SP:Iteration 2Q (35962.980000 sec): 3 clusters
  Score: Raw -30143.161723 + Penalty 2642.626580 = -27500.535143
  nChanged 3
		SP:Iteration 3Q (35963.160000 sec): 3 clusters
  Score: Raw -30155.063583 + Penalty 2642.626580 = -27512.437003
  nChanged 1
		SP:Iteration 4Q (35963.330000 sec): 3 clusters
  Score: Raw -30158.042119 + Penalty 2642.626580 = -27515.415540
  nChanged 0
		SP:Iteration 5F (35963.510000 sec): 3 clusters
  Score: Raw -30158.042119 + Penalty 2642.626580 = -27515.415540
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35963.600000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35963.770000 sec): 3 clusters
  Score: Raw -108795.410602 + Penalty 3222.400395 = -105573.010206
  nChanged 136
		SP:Iteration 1F (35963.950000 sec): 3 clusters
  Score: Raw -109046.888596 + Penalty 3222.400395 = -105824.488201
  nChanged 59
		SP:Iteration 2F (35964.120000 sec): 3 clusters
  Score: Raw -109196.525638 + Penalty 3222.400395 = -105974.125242
  nChanged 35
		SP:Iteration 3F (35964.300000 sec): 3 clusters
  Score: Raw -109279.780477 + Penalty 3222.400395 = -106057.380082
  nChanged 27
		SP:Iteration 4Q (35964.480000 sec): 3 clusters
  Score: Raw -109335.491533 + Penalty 3222.400395 = -106113.091138
  nChanged 15
		SP:Iteration 5Q (35964.650000 sec): 3 clusters
  Score: Raw -109374.215176 + Penalty 3222.400395 = -106151.814781
  nChanged 12
		SP:Iteration 6Q (35964.830000 sec): 3 clusters
  Score: Raw -109409.692556 + Penalty 3222.400395 = -106187.292160
  nChanged 16
		SP:Iteration 7Q (35965.000000 sec): 3 clusters
  Score: Raw -109454.081113 + Penalty 3222.400395 = -106231.680718
  nChanged 7
		SP:Iteration 8Q (35965.180000 sec): 3 clusters
  Score: Raw -109469.018228 + Penalty 3222.400395 = -106246.617833
  nChanged 8
		SP:Iteration 9Q (35965.360000 sec): 3 clusters
  Score: Raw -109487.636686 + Penalty 3222.400395 = -106265.236291
  nChanged 6
		SP:Iteration 10Q (35965.530000 sec): 3 clusters
  Score: Raw -109497.748831 + Penalty 3222.400395 = -106275.348436
  nChanged 4
		SP:Iteration 11Q (35965.700000 sec): 3 clusters
  Score: Raw -109507.356883 + Penalty 3222.400395 = -106284.956488
  nChanged 7
		SP:Iteration 12Q (35965.880000 sec): 3 clusters
  Score: Raw -109520.711535 + Penalty 3222.400395 = -106298.311140
  nChanged 3
		SP:Iteration 13Q (35966.060000 sec): 3 clusters
  Score: Raw -109524.848459 + Penalty 3222.400395 = -106302.448064
  nChanged 1
		SP:Iteration 14Q (35966.230000 sec): 3 clusters
  Score: Raw -109526.122733 + Penalty 3222.400395 = -106303.722337
  nChanged 1
		SP:Iteration 15Q (35966.410000 sec): 3 clusters
  Score: Raw -109527.419709 + Penalty 3222.400395 = -106305.019314
  nChanged 1
		SP:Iteration 16Q (35966.580000 sec): 3 clusters
  Score: Raw -109528.773320 + Penalty 3222.400395 = -106306.372924
  nChanged 0
		SP:Iteration 17F (35966.760000 sec): 3 clusters
  Score: Raw -109528.773320 + Penalty 3222.400395 = -106306.372924
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35966.850000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35967.020000 sec): 3 clusters
  Score: Raw -162640.242676 + Penalty 3409.602454 = -159230.640223
  nChanged 246
		SP:Iteration 1F (35967.200000 sec): 3 clusters
  Score: Raw -162880.930197 + Penalty 3409.602454 = -159471.327744
  nChanged 58
		SP:Iteration 2F (35967.380000 sec): 3 clusters
  Score: Raw -162966.767635 + Penalty 3409.602454 = -159557.165181
  nChanged 39
		SP:Iteration 3Q (35967.550000 sec): 3 clusters
  Score: Raw -163019.133679 + Penalty 3409.602454 = -159609.531225
  nChanged 23
		SP:Iteration 4Q (35967.730000 sec): 3 clusters
  Score: Raw -163060.139569 + Penalty 3409.602454 = -159650.537115
  nChanged 18
		SP:Iteration 5Q (35967.900000 sec): 3 clusters
  Score: Raw -163080.242625 + Penalty 3409.602454 = -159670.640171
  nChanged 9
		SP:Iteration 6Q (35968.080000 sec): 3 clusters
  Score: Raw -163089.364302 + Penalty 3409.602454 = -159679.761848
  nChanged 5
		SP:Iteration 7Q (35968.260000 sec): 3 clusters
  Score: Raw -163095.485111 + Penalty 3409.602454 = -159685.882657
  nChanged 1
		SP:Iteration 8Q (35968.430000 sec): 3 clusters
  Score: Raw -163096.989716 + Penalty 3409.602454 = -159687.387263
  nChanged 1
		SP:Iteration 9Q (35968.610000 sec): 3 clusters
  Score: Raw -163098.460408 + Penalty 3409.602454 = -159688.857954
  nChanged 1
		SP:Iteration 10Q (35968.780000 sec): 3 clusters
  Score: Raw -163098.942046 + Penalty 3409.602454 = -159689.339593
  nChanged 0
		SP:Iteration 11F (35968.960000 sec): 3 clusters
  Score: Raw -163098.942046 + Penalty 3409.602454 = -159689.339593
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35969.050000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35969.220000 sec): 3 clusters
  Score: Raw -76330.578708 + Penalty 3063.230166 = -73267.348542
  nChanged 96
		SP:Iteration 1F (35969.400000 sec): 3 clusters
  Score: Raw -76567.023945 + Penalty 3063.230166 = -73503.793779
  nChanged 33
		SP:Iteration 2F (35969.580000 sec): 3 clusters
  Score: Raw -76700.048285 + Penalty 3063.230166 = -73636.818119
  nChanged 20
		SP:Iteration 3Q (35969.750000 sec): 3 clusters
  Score: Raw -76790.294900 + Penalty 3063.230166 = -73727.064734
  nChanged 16
		SP:Iteration 4Q (35969.920000 sec): 3 clusters
  Score: Raw -76864.962998 + Penalty 3063.230166 = -73801.732832
  nChanged 13
		SP:Iteration 5Q (35970.100000 sec): 3 clusters
  Score: Raw -76908.432603 + Penalty 3063.230166 = -73845.202437
  nChanged 8
		SP:Iteration 6Q (35970.290000 sec): 3 clusters
  Score: Raw -76940.997845 + Penalty 3063.230166 = -73877.767679
  nChanged 10
		SP:Iteration 7Q (35970.450000 sec): 3 clusters
  Score: Raw -76970.723770 + Penalty 3063.230166 = -73907.493604
  nChanged 4
		SP:Iteration 8Q (35970.640000 sec): 3 clusters
  Score: Raw -76980.111487 + Penalty 3063.230166 = -73916.881321
  nChanged 1
		SP:Iteration 9Q (35970.650000 sec): 3 clusters
  Score: Raw -76981.708140 + Penalty 3063.230166 = -73918.477974
  nChanged 1
		SP:Iteration 10Q (35970.660000 sec): 3 clusters
  Score: Raw -76982.804100 + Penalty 3063.230166 = -73919.573934
  nChanged 1
		SP:Iteration 11Q (35970.670000 sec): 3 clusters
  Score: Raw -76984.082199 + Penalty 3063.230166 = -73920.852033
  nChanged 0
		SP:Iteration 12F (35970.700000 sec): 3 clusters
  Score: Raw -76984.082199 + Penalty 3063.230166 = -73920.852033
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35970.720000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35970.730000 sec): 3 clusters
  Score: Raw -38332.799069 + Penalty 2736.656637 = -35596.142433
  nChanged 27
		SP:Iteration 1F (35970.740000 sec): 3 clusters
  Score: Raw -38454.384977 + Penalty 2736.656637 = -35717.728340
  nChanged 2
		SP:Iteration 2Q (35970.740000 sec): 3 clusters
  Score: Raw -38461.430937 + Penalty 2736.656637 = -35724.774300
  nChanged 1
		SP:Iteration 3Q (35970.750000 sec): 3 clusters
  Score: Raw -38466.009227 + Penalty 2736.656637 = -35729.352591
  nChanged 0
		SP:Iteration 4F (35970.760000 sec): 3 clusters
  Score: Raw -38466.009227 + Penalty 2736.656637 = -35729.352591
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35970.780000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35970.790000 sec): 3 clusters
  Score: Raw -39863.807367 + Penalty 2769.414169 = -37094.393198
  nChanged 27
		SP:Iteration 1F (35970.800000 sec): 3 clusters
  Score: Raw -39994.042106 + Penalty 2769.414169 = -37224.627937
  nChanged 3
		SP:Iteration 2Q (35970.800000 sec): 3 clusters
  Score: Raw -40001.760923 + Penalty 2769.414169 = -37232.346754
  nChanged 0
		SP:Iteration 3F (35970.810000 sec): 3 clusters
  Score: Raw -40001.760923 + Penalty 2769.414169 = -37232.346754
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35970.930000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35971.080000 sec): 3 clusters
  Score: Raw -404350.496822 + Penalty 3868.880883 = -400481.615939
  nChanged 825
		SP:Iteration 1F (35971.240000 sec): 3 clusters
  Score: Raw -405022.373527 + Penalty 3868.880883 = -401153.492644
  nChanged 227
		SP:Iteration 2F (35971.390000 sec): 3 clusters
  Score: Raw -405298.819626 + Penalty 3868.880883 = -401429.938743
  nChanged 170
		SP:Iteration 3F (35971.500000 sec): 3 clusters
  Score: Raw -405572.286697 + Penalty 3868.880883 = -401703.405814
  nChanged 158
		SP:Iteration 4F (35971.680000 sec): 3 clusters
  Score: Raw -405832.148929 + Penalty 3868.880883 = -401963.268046
  nChanged 145
		SP:Iteration 5F (35971.850000 sec): 3 clusters
  Score: Raw -406045.971791 + Penalty 3868.880883 = -402177.090908
  nChanged 112
		SP:Iteration 6Q (35972.020000 sec): 3 clusters
  Score: Raw -406207.675761 + Penalty 3868.880883 = -402338.794878
  nChanged 100
		SP:Iteration 7Q (35972.200000 sec): 3 clusters
  Score: Raw -406324.487341 + Penalty 3868.880883 = -402455.606458
  nChanged 86
		SP:Iteration 8Q (35972.380000 sec): 3 clusters
  Score: Raw -406430.129472 + Penalty 3868.880883 = -402561.248589
  nChanged 65
		SP:Iteration 9Q (35972.550000 sec): 3 clusters
  Score: Raw -406495.976632 + Penalty 3868.880883 = -402627.095749
  nChanged 57
		SP:Iteration 10Q (35972.730000 sec): 3 clusters
  Score: Raw -406548.451746 + Penalty 3868.880883 = -402679.570863
  nChanged 43
		SP:Iteration 11Q (35972.900000 sec): 3 clusters
  Score: Raw -406585.644147 + Penalty 3868.880883 = -402716.763264
  nChanged 29
		SP:Iteration 12Q (35973.080000 sec): 3 clusters
  Score: Raw -406605.831457 + Penalty 3868.880883 = -402736.950574
  nChanged 19
		SP:Iteration 13Q (35973.260000 sec): 3 clusters
  Score: Raw -406619.337887 + Penalty 3868.880883 = -402750.457004
  nChanged 13
		SP:Iteration 14Q (35973.430000 sec): 3 clusters
  Score: Raw -406626.389616 + Penalty 3868.880883 = -402757.508733
  nChanged 15
		SP:Iteration 15Q (35973.610000 sec): 3 clusters
  Score: Raw -406638.420480 + Penalty 3868.880883 = -402769.539597
  nChanged 16
		SP:Iteration 16Q (35973.780000 sec): 3 clusters
  Score: Raw -406646.441389 + Penalty 3868.880883 = -402777.560506
  nChanged 7
		SP:Iteration 17Q (35973.960000 sec): 3 clusters
  Score: Raw -406649.697331 + Penalty 3868.880883 = -402780.816448
  nChanged 5
		SP:Iteration 18Q (35974.140000 sec): 3 clusters
  Score: Raw -406652.164397 + Penalty 3868.880883 = -402783.283514
  nChanged 5
		SP:Iteration 19Q (35974.310000 sec): 3 clusters
  Score: Raw -406658.463991 + Penalty 3868.880883 = -402789.583108
  nChanged 3
		SP:Iteration 20F (35974.490000 sec): 3 clusters
  Score: Raw -406659.672891 + Penalty 3868.880883 = -402790.792008
  nChanged 2
		SP:Iteration 21Q (35974.660000 sec): 3 clusters
  Score: Raw -406660.091656 + Penalty 3868.880883 = -402791.210773
  nChanged 1
		SP:Iteration 22Q (35974.840000 sec): 3 clusters
  Score: Raw -406660.514333 + Penalty 3868.880883 = -402791.633450
  nChanged 2
		SP:Iteration 23Q (35975.020000 sec): 3 clusters
  Score: Raw -406660.966392 + Penalty 3868.880883 = -402792.085509
  nChanged 1
		SP:Iteration 24Q (35975.190000 sec): 3 clusters
  Score: Raw -406661.376759 + Penalty 3868.880883 = -402792.495876
  nChanged 0
		SP:Iteration 25F (35975.370000 sec): 3 clusters
  Score: Raw -406661.376759 + Penalty 3868.880883 = -402792.495876
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35975.460000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35975.630000 sec): 3 clusters
  Score: Raw -77877.098608 + Penalty 3054.911313 = -74822.187295
  nChanged 73
		SP:Iteration 1F (35975.810000 sec): 3 clusters
  Score: Raw -78029.567042 + Penalty 3054.911313 = -74974.655729
  nChanged 16
		SP:Iteration 2Q (35975.980000 sec): 3 clusters
  Score: Raw -78115.143955 + Penalty 3054.911313 = -75060.232642
  nChanged 7
		SP:Iteration 3Q (35976.160000 sec): 3 clusters
  Score: Raw -78166.996802 + Penalty 3054.911313 = -75112.085489
  nChanged 9
		SP:Iteration 4Q (35976.330000 sec): 3 clusters
  Score: Raw -78195.349136 + Penalty 3054.911313 = -75140.437823
  nChanged 13
		SP:Iteration 5Q (35976.510000 sec): 3 clusters
  Score: Raw -78231.152637 + Penalty 3054.911313 = -75176.241325
  nChanged 11
		SP:Iteration 6Q (35976.680000 sec): 3 clusters
  Score: Raw -78255.819052 + Penalty 3054.911313 = -75200.907739
  nChanged 5
		SP:Iteration 7Q (35976.860000 sec): 3 clusters
  Score: Raw -78265.780327 + Penalty 3054.911313 = -75210.869015
  nChanged 6
		SP:Iteration 8Q (35977.040000 sec): 3 clusters
  Score: Raw -78277.660719 + Penalty 3054.911313 = -75222.749406
  nChanged 1
		SP:Iteration 9Q (35977.210000 sec): 3 clusters
  Score: Raw -78279.315155 + Penalty 3054.911313 = -75224.403842
  nChanged 0
		SP:Iteration 10F (35977.390000 sec): 3 clusters
  Score: Raw -78279.315155 + Penalty 3054.911313 = -75224.403842
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35977.480000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35977.660000 sec): 3 clusters
  Score: Raw -649227.510584 + Penalty 4072.626108 = -645154.884476
  nChanged 1329
		SP:Iteration 1F (35977.840000 sec): 3 clusters
  Score: Raw -650005.694574 + Penalty 4072.626108 = -645933.068466
  nChanged 279
		SP:Iteration 2F (35978.010000 sec): 3 clusters
  Score: Raw -650201.167693 + Penalty 4072.626108 = -646128.541585
  nChanged 192
		SP:Iteration 3F (35978.190000 sec): 3 clusters
  Score: Raw -650317.295362 + Penalty 4072.626108 = -646244.669255
  nChanged 117
		SP:Iteration 4Q (35978.360000 sec): 3 clusters
  Score: Raw -650391.572196 + Penalty 4072.626108 = -646318.946088
  nChanged 104
		SP:Iteration 5Q (35978.540000 sec): 3 clusters
  Score: Raw -650453.141687 + Penalty 4072.626108 = -646380.515579
  nChanged 91
		SP:Iteration 6Q (35978.710000 sec): 3 clusters
  Score: Raw -650507.786520 + Penalty 4072.626108 = -646435.160413
  nChanged 78
		SP:Iteration 7Q (35978.890000 sec): 3 clusters
  Score: Raw -650556.127830 + Penalty 4072.626108 = -646483.501722
  nChanged 79
		SP:Iteration 8Q (35979.060000 sec): 3 clusters
  Score: Raw -650612.505441 + Penalty 4072.626108 = -646539.879333
  nChanged 89
		SP:Iteration 9Q (35979.240000 sec): 3 clusters
  Score: Raw -650666.631708 + Penalty 4072.626108 = -646594.005600
  nChanged 71
		SP:Iteration 10Q (35979.410000 sec): 3 clusters
  Score: Raw -650721.361511 + Penalty 4072.626108 = -646648.735403
  nChanged 78
		SP:Iteration 11Q (35979.590000 sec): 3 clusters
  Score: Raw -650771.492235 + Penalty 4072.626108 = -646698.866127
  nChanged 79
		SP:Iteration 12Q (35979.760000 sec): 3 clusters
  Score: Raw -650829.110751 + Penalty 4072.626108 = -646756.484643
  nChanged 73
		SP:Iteration 13Q (35979.940000 sec): 3 clusters
  Score: Raw -650888.543055 + Penalty 4072.626108 = -646815.916948
  nChanged 87
		SP:Iteration 14Q (35980.110000 sec): 3 clusters
  Score: Raw -650950.961781 + Penalty 4072.626108 = -646878.335674
  nChanged 91
		SP:Iteration 15Q (35980.290000 sec): 3 clusters
  Score: Raw -650998.169800 + Penalty 4072.626108 = -646925.543692
  nChanged 75
		SP:Iteration 16Q (35980.460000 sec): 3 clusters
  Score: Raw -651039.379262 + Penalty 4072.626108 = -646966.753154
  nChanged 69
		SP:Iteration 17Q (35980.640000 sec): 3 clusters
  Score: Raw -651085.319030 + Penalty 4072.626108 = -647012.692922
  nChanged 70
		SP:Iteration 18Q (35980.820000 sec): 3 clusters
  Score: Raw -651126.619877 + Penalty 4072.626108 = -647053.993769
  nChanged 66
		SP:Iteration 19Q (35980.990000 sec): 3 clusters
  Score: Raw -651173.755243 + Penalty 4072.626108 = -647101.129135
  nChanged 69
		SP:Iteration 20F (35981.160000 sec): 3 clusters
  Score: Raw -651219.111149 + Penalty 4072.626108 = -647146.485041
  nChanged 62
		SP:Iteration 21Q (35981.340000 sec): 3 clusters
  Score: Raw -651260.862570 + Penalty 4072.626108 = -647188.236462
  nChanged 61
		SP:Iteration 22Q (35981.520000 sec): 3 clusters
  Score: Raw -651294.360806 + Penalty 4072.626108 = -647221.734698
  nChanged 52
		SP:Iteration 23Q (35981.690000 sec): 3 clusters
  Score: Raw -651327.424894 + Penalty 4072.626108 = -647254.798786
  nChanged 43
		SP:Iteration 24Q (35981.860000 sec): 3 clusters
  Score: Raw -651361.514835 + Penalty 4072.626108 = -647288.888727
  nChanged 51
		SP:Iteration 25Q (35982.080000 sec): 3 clusters
  Score: Raw -651395.374437 + Penalty 4072.626108 = -647322.748329
  nChanged 39
		SP:Iteration 26Q (35982.260000 sec): 3 clusters
  Score: Raw -651416.386513 + Penalty 4072.626108 = -647343.760405
  nChanged 38
		SP:Iteration 27Q (35982.440000 sec): 3 clusters
  Score: Raw -651433.994075 + Penalty 4072.626108 = -647361.367967
  nChanged 20
		SP:Iteration 28Q (35982.610000 sec): 3 clusters
  Score: Raw -651446.312616 + Penalty 4072.626108 = -647373.686508
  nChanged 22
		SP:Iteration 29Q (35982.780000 sec): 3 clusters
  Score: Raw -651458.569149 + Penalty 4072.626108 = -647385.943041
  nChanged 27
		SP:Iteration 30Q (35982.960000 sec): 3 clusters
  Score: Raw -651470.256523 + Penalty 4072.626108 = -647397.630415
  nChanged 13
		SP:Iteration 31Q (35983.140000 sec): 3 clusters
  Score: Raw -651475.644906 + Penalty 4072.626108 = -647403.018798
  nChanged 11
		SP:Iteration 32Q (35983.310000 sec): 3 clusters
  Score: Raw -651480.846932 + Penalty 4072.626108 = -647408.220824
  nChanged 14
		SP:Iteration 33Q (35983.480000 sec): 3 clusters
  Score: Raw -651485.855857 + Penalty 4072.626108 = -647413.229749
  nChanged 8
		SP:Iteration 34Q (35983.640000 sec): 3 clusters
  Score: Raw -651489.598254 + Penalty 4072.626108 = -647416.972146
  nChanged 10
		SP:Iteration 35Q (35983.830000 sec): 3 clusters
  Score: Raw -651494.763256 + Penalty 4072.626108 = -647422.137148
  nChanged 9
		SP:Iteration 36Q (35984.000000 sec): 3 clusters
  Score: Raw -651498.567776 + Penalty 4072.626108 = -647425.941668
  nChanged 10
		SP:Iteration 37Q (35984.180000 sec): 3 clusters
  Score: Raw -651502.983770 + Penalty 4072.626108 = -647430.357662
  nChanged 10
		SP:Iteration 38Q (35984.370000 sec): 3 clusters
  Score: Raw -651507.210321 + Penalty 4072.626108 = -647434.584213
  nChanged 9
		SP:Iteration 39Q (35984.580000 sec): 3 clusters
  Score: Raw -651511.315829 + Penalty 4072.626108 = -647438.689721
  nChanged 7
		SP:Iteration 40F (35984.760000 sec): 3 clusters
  Score: Raw -651513.870705 + Penalty 4072.626108 = -647441.244597
  nChanged 7
		SP:Iteration 41Q (35984.940000 sec): 3 clusters
  Score: Raw -651517.051169 + Penalty 4072.626108 = -647444.425062
  nChanged 7
		SP:Iteration 42Q (35985.090000 sec): 3 clusters
  Score: Raw -651519.298645 + Penalty 4072.626108 = -647446.672537
  nChanged 4
		SP:Iteration 43Q (35985.260000 sec): 3 clusters
  Score: Raw -651521.299142 + Penalty 4072.626108 = -647448.673035
  nChanged 3
		SP:Iteration 44Q (35985.430000 sec): 3 clusters
  Score: Raw -651522.379045 + Penalty 4072.626108 = -647449.752937
  nChanged 3
		SP:Iteration 45Q (35985.610000 sec): 3 clusters
  Score: Raw -651523.221658 + Penalty 4072.626108 = -647450.595550
  nChanged 1
		SP:Iteration 46Q (35985.790000 sec): 3 clusters
  Score: Raw -651523.774349 + Penalty 4072.626108 = -647451.148241
  nChanged 1
		SP:Iteration 47Q (35985.960000 sec): 3 clusters
  Score: Raw -651523.987615 + Penalty 4072.626108 = -647451.361508
  nChanged 0
		SP:Iteration 48F (35986.140000 sec): 3 clusters
  Score: Raw -651523.987615 + Penalty 4072.626108 = -647451.361508
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35986.220000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35986.370000 sec): 3 clusters
  Score: Raw -191470.785295 + Penalty 3494.272938 = -187976.512357
  nChanged 333
		SP:Iteration 1F (35986.530000 sec): 3 clusters
  Score: Raw -191772.585321 + Penalty 3494.272938 = -188278.312382
  nChanged 62
		SP:Iteration 2F (35986.560000 sec): 3 clusters
  Score: Raw -191855.920556 + Penalty 3494.272938 = -188361.647617
  nChanged 37
		SP:Iteration 3Q (35986.590000 sec): 3 clusters
  Score: Raw -191894.305384 + Penalty 3494.272938 = -188400.032446
  nChanged 23
		SP:Iteration 4Q (35986.630000 sec): 3 clusters
  Score: Raw -191919.231175 + Penalty 3494.272938 = -188424.958237
  nChanged 13
		SP:Iteration 5Q (35986.660000 sec): 3 clusters
  Score: Raw -191936.022897 + Penalty 3494.272938 = -188441.749959
  nChanged 6
		SP:Iteration 6Q (35986.690000 sec): 3 clusters
  Score: Raw -191943.659834 + Penalty 3494.272938 = -188449.386896
  nChanged 5
		SP:Iteration 7Q (35986.720000 sec): 3 clusters
  Score: Raw -191949.453530 + Penalty 3494.272938 = -188455.180592
  nChanged 2
		SP:Iteration 8Q (35986.750000 sec): 3 clusters
  Score: Raw -191951.308844 + Penalty 3494.272938 = -188457.035906
  nChanged 1
		SP:Iteration 9Q (35986.790000 sec): 3 clusters
  Score: Raw -191952.422518 + Penalty 3494.272938 = -188458.149579
  nChanged 2
		SP:Iteration 10Q (35986.820000 sec): 3 clusters
  Score: Raw -191953.825846 + Penalty 3494.272938 = -188459.552907
  nChanged 0
		SP:Iteration 11F (35986.850000 sec): 3 clusters
  Score: Raw -191953.825846 + Penalty 3494.272938 = -188459.552907
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35986.880000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35986.890000 sec): 3 clusters
  Score: Raw -21005.718488 + Penalty 2458.090221 = -18547.628268
  nChanged 11
		SP:Iteration 1F (35986.890000 sec): 3 clusters
  Score: Raw -21067.397029 + Penalty 2458.090221 = -18609.306809
  nChanged 4
		SP:Iteration 2Q (35986.900000 sec): 3 clusters
  Score: Raw -21091.939070 + Penalty 2458.090221 = -18633.848850
  nChanged 1
		SP:Iteration 3Q (35986.910000 sec): 3 clusters
  Score: Raw -21097.459634 + Penalty 2458.090221 = -18639.369414
  nChanged 1
		SP:Iteration 4Q (35986.920000 sec): 3 clusters
  Score: Raw -21108.448901 + Penalty 2458.090221 = -18650.358681
  nChanged 1
		SP:Iteration 5Q (35986.930000 sec): 3 clusters
  Score: Raw -21119.884193 + Penalty 2458.090221 = -18661.793973
  nChanged 3
		SP:Iteration 6Q (35986.930000 sec): 3 clusters
  Score: Raw -21145.316711 + Penalty 2458.090221 = -18687.226490
  nChanged 2
		SP:Iteration 7Q (35986.940000 sec): 3 clusters
  Score: Raw -21164.682655 + Penalty 2458.090221 = -18706.592434
  nChanged 0
		SP:Iteration 8F (35986.950000 sec): 3 clusters
  Score: Raw -21164.731708 + Penalty 2458.090221 = -18706.641487
  nChanged 1
		SP:Iteration 9Q (35986.950000 sec): 3 clusters
  Score: Raw -21171.494621 + Penalty 2458.090221 = -18713.404400
  nChanged 0
		SP:Iteration 10F (35986.960000 sec): 3 clusters
  Score: Raw -21171.494621 + Penalty 2458.090221 = -18713.404400
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35986.990000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35987.000000 sec): 3 clusters
  Score: Raw -52779.578502 + Penalty 2857.977486 = -49921.601016
  nChanged 32
		SP:Iteration 1F (35987.020000 sec): 3 clusters
  Score: Raw -52879.128857 + Penalty 2857.977486 = -50021.151372
  nChanged 8
		SP:Iteration 2Q (35987.030000 sec): 3 clusters
  Score: Raw -52917.911969 + Penalty 2857.977486 = -50059.934484
  nChanged 4
		SP:Iteration 3Q (35987.050000 sec): 3 clusters
  Score: Raw -52929.255341 + Penalty 2857.977486 = -50071.277855
  nChanged 0
		SP:Iteration 4F (35987.050000 sec): 3 clusters
  Score: Raw -52929.255341 + Penalty 2857.977486 = -50071.277855
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35987.080000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35987.110000 sec): 3 clusters
  Score: Raw -68480.248498 + Penalty 3139.541569 = -65340.706928
  nChanged 135
		SP:Iteration 1F (35987.130000 sec): 3 clusters
  Score: Raw -68791.692285 + Penalty 3139.541569 = -65652.150716
  nChanged 44
		SP:Iteration 2F (35987.150000 sec): 3 clusters
  Score: Raw -68956.987095 + Penalty 3139.541569 = -65817.445526
  nChanged 31
		SP:Iteration 3F (35987.180000 sec): 3 clusters
  Score: Raw -69065.394899 + Penalty 3139.541569 = -65925.853330
  nChanged 23
		SP:Iteration 4Q (35987.200000 sec): 3 clusters
  Score: Raw -69199.219593 + Penalty 3139.541569 = -66059.678024
  nChanged 17
		SP:Iteration 5Q (35987.220000 sec): 3 clusters
  Score: Raw -69301.531086 + Penalty 3139.541569 = -66161.989517
  nChanged 20
		SP:Iteration 6Q (35987.250000 sec): 3 clusters
  Score: Raw -69398.045345 + Penalty 3139.541569 = -66258.503776
  nChanged 11
		SP:Iteration 7Q (35987.270000 sec): 3 clusters
  Score: Raw -69449.876931 + Penalty 3139.541569 = -66310.335362
  nChanged 4
		SP:Iteration 8Q (35987.290000 sec): 3 clusters
  Score: Raw -69472.765379 + Penalty 3139.541569 = -66333.223810
  nChanged 1
		SP:Iteration 9Q (35987.310000 sec): 3 clusters
  Score: Raw -69482.328116 + Penalty 3139.541569 = -66342.786547
  nChanged 5
		SP:Iteration 10Q (35987.340000 sec): 3 clusters
  Score: Raw -69504.713157 + Penalty 3139.541569 = -66365.171588
  nChanged 4
		SP:Iteration 11Q (35987.360000 sec): 3 clusters
  Score: Raw -69515.499150 + Penalty 3139.541569 = -66375.957581
  nChanged 4
		SP:Iteration 12Q (35987.390000 sec): 3 clusters
  Score: Raw -69529.226149 + Penalty 3139.541569 = -66389.684580
  nChanged 1
		SP:Iteration 13Q (35987.410000 sec): 3 clusters
  Score: Raw -69546.381601 + Penalty 3139.541569 = -66406.840032
  nChanged 0
		SP:Iteration 14F (35987.430000 sec): 3 clusters
  Score: Raw -69546.381601 + Penalty 3139.541569 = -66406.840032
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35987.450000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35987.460000 sec): 3 clusters
  Score: Raw -23070.000101 + Penalty 2471.868884 = -20598.131217
  nChanged 8
		SP:Iteration 1F (35987.470000 sec): 3 clusters
  Score: Raw -23116.084154 + Penalty 2471.868884 = -20644.215269
  nChanged 1
		SP:Iteration 2Q (35987.480000 sec): 3 clusters
  Score: Raw -23122.772151 + Penalty 2471.868884 = -20650.903267
  nChanged 1
		SP:Iteration 3Q (35987.480000 sec): 3 clusters
  Score: Raw -23131.220052 + Penalty 2471.868884 = -20659.351168
  nChanged 0
		SP:Iteration 4F (35987.490000 sec): 3 clusters
  Score: Raw -23131.220052 + Penalty 2471.868884 = -20659.351168
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35987.520000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35987.550000 sec): 3 clusters
  Score: Raw -95082.372908 + Penalty 3167.892142 = -91914.480766
  nChanged 114
		SP:Iteration 1F (35987.570000 sec): 3 clusters
  Score: Raw -95297.631446 + Penalty 3167.892142 = -92129.739304
  nChanged 39
		SP:Iteration 2F (35987.590000 sec): 3 clusters
  Score: Raw -95396.823599 + Penalty 3167.892142 = -92228.931457
  nChanged 21
		SP:Iteration 3Q (35987.610000 sec): 3 clusters
  Score: Raw -95447.148560 + Penalty 3167.892142 = -92279.256418
  nChanged 9
		SP:Iteration 4Q (35987.640000 sec): 3 clusters
  Score: Raw -95464.523493 + Penalty 3167.892142 = -92296.631350
  nChanged 5
		SP:Iteration 5Q (35987.660000 sec): 3 clusters
  Score: Raw -95478.462520 + Penalty 3167.892142 = -92310.570377
  nChanged 2
		SP:Iteration 6Q (35987.680000 sec): 3 clusters
  Score: Raw -95480.597863 + Penalty 3167.892142 = -92312.705721
  nChanged 1
		SP:Iteration 7Q (35987.710000 sec): 3 clusters
  Score: Raw -95482.916745 + Penalty 3167.892142 = -92315.024602
  nChanged 1
		SP:Iteration 8Q (35987.730000 sec): 3 clusters
  Score: Raw -95484.996815 + Penalty 3167.892142 = -92317.104673
  nChanged 2
		SP:Iteration 9Q (35987.750000 sec): 3 clusters
  Score: Raw -95489.946775 + Penalty 3167.892142 = -92322.054632
  nChanged 1
		SP:Iteration 10Q (35987.780000 sec): 3 clusters
  Score: Raw -95494.843263 + Penalty 3167.892142 = -92326.951120
  nChanged 2
		SP:Iteration 11Q (35987.800000 sec): 3 clusters
  Score: Raw -95501.610955 + Penalty 3167.892142 = -92333.718812
  nChanged 2
		SP:Iteration 12Q (35987.820000 sec): 3 clusters
  Score: Raw -95505.165455 + Penalty 3167.892142 = -92337.273313
  nChanged 2
		SP:Iteration 13Q (35987.850000 sec): 3 clusters
  Score: Raw -95509.582188 + Penalty 3167.892142 = -92341.690045
  nChanged 0
		SP:Iteration 14F (35987.870000 sec): 3 clusters
  Score: Raw -95509.582188 + Penalty 3167.892142 = -92341.690045
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35987.890000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35987.900000 sec): 3 clusters
  Score: Raw -43866.553060 + Penalty 2789.512683 = -41077.040377
  nChanged 38
		SP:Iteration 1F (35987.910000 sec): 3 clusters
  Score: Raw -43975.324690 + Penalty 2789.512683 = -41185.812007
  nChanged 6
		SP:Iteration 2Q (35987.920000 sec): 3 clusters
  Score: Raw -43998.627912 + Penalty 2789.512683 = -41209.115229
  nChanged 4
		SP:Iteration 3Q (35987.930000 sec): 3 clusters
  Score: Raw -44007.969716 + Penalty 2789.512683 = -41218.457033
  nChanged 2
		SP:Iteration 4Q (35987.940000 sec): 3 clusters
  Score: Raw -44012.768033 + Penalty 2789.512683 = -41223.255350
  nChanged 0
		SP:Iteration 5F (35987.950000 sec): 3 clusters
  Score: Raw -44012.768033 + Penalty 2789.512683 = -41223.255350
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35987.990000 sec): 2 clusters
  Score: Raw -185766.631493 + Penalty 1747.136469 = -184019.495024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35988.030000 sec): 3 clusters
  Score: Raw -185495.593011 + Penalty 3494.272938 = -182001.320073
  nChanged 319
		SP:Iteration 1F (35988.060000 sec): 3 clusters
  Score: Raw -185884.872382 + Penalty 3494.272938 = -182390.599444
  nChanged 107
		SP:Iteration 2F (35988.090000 sec): 3 clusters
  Score: Raw -186095.103274 + Penalty 3494.272938 = -182600.830336
  nChanged 67
		SP:Iteration 3F (35988.120000 sec): 3 clusters
  Score: Raw -186296.875782 + Penalty 3494.272938 = -182802.602844
  nChanged 73
		SP:Iteration 4F (35988.150000 sec): 3 clusters
  Score: Raw -186522.873465 + Penalty 3494.272938 = -183028.600527
  nChanged 74
		SP:Iteration 5F (35988.190000 sec): 3 clusters
  Score: Raw -186670.472287 + Penalty 3494.272938 = -183176.199349
  nChanged 40
		SP:Iteration 6Q (35988.220000 sec): 3 clusters
  Score: Raw -186726.685797 + Penalty 3494.272938 = -183232.412859
  nChanged 21
		SP:Iteration 7Q (35988.250000 sec): 3 clusters
  Score: Raw -186759.117376 + Penalty 3494.272938 = -183264.844437
  nChanged 17
		SP:Iteration 8Q (35988.280000 sec): 3 clusters
  Score: Raw -186785.228252 + Penalty 3494.272938 = -183290.955313
  nChanged 15
		SP:Iteration 9Q (35988.310000 sec): 3 clusters
  Score: Raw -186811.215291 + Penalty 3494.272938 = -183316.942353
  nChanged 10
		SP:Iteration 10Q (35988.350000 sec): 3 clusters
  Score: Raw -186822.538986 + Penalty 3494.272938 = -183328.266048
  nChanged 3
		SP:Iteration 11Q (35988.380000 sec): 3 clusters
  Score: Raw -186824.399601 + Penalty 3494.272938 = -183330.126663
  nChanged 0
		SP:Iteration 12F (35988.410000 sec): 3 clusters
  Score: Raw -186824.399601 + Penalty 3494.272938 = -183330.126663
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35988.440000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35988.450000 sec): 3 clusters
  Score: Raw -46497.770210 + Penalty 2908.361063 = -43589.409147
  nChanged 94
		SP:Iteration 1F (35988.470000 sec): 3 clusters
  Score: Raw -46768.461441 + Penalty 2908.361063 = -43860.100378
  nChanged 13
		SP:Iteration 2Q (35988.480000 sec): 3 clusters
  Score: Raw -46805.929603 + Penalty 2908.361063 = -43897.568540
  nChanged 12
		SP:Iteration 3Q (35988.490000 sec): 3 clusters
  Score: Raw -46869.290506 + Penalty 2908.361063 = -43960.929443
  nChanged 8
		SP:Iteration 4Q (35988.510000 sec): 3 clusters
  Score: Raw -46912.173960 + Penalty 2908.361063 = -44003.812897
  nChanged 7
		SP:Iteration 5Q (35988.520000 sec): 3 clusters
  Score: Raw -46943.286859 + Penalty 2908.361063 = -44034.925796
  nChanged 8
		SP:Iteration 6Q (35988.540000 sec): 3 clusters
  Score: Raw -46986.106907 + Penalty 2908.361063 = -44077.745844
  nChanged 5
		SP:Iteration 7Q (35988.550000 sec): 3 clusters
  Score: Raw -46998.814141 + Penalty 2908.361063 = -44090.453077
  nChanged 3
		SP:Iteration 8Q (35988.570000 sec): 3 clusters
  Score: Raw -47003.634044 + Penalty 2908.361063 = -44095.272981
  nChanged 1
		SP:Iteration 9Q (35988.580000 sec): 3 clusters
  Score: Raw -47006.943020 + Penalty 2908.361063 = -44098.581956
  nChanged 0
		SP:Iteration 10F (35988.600000 sec): 3 clusters
  Score: Raw -47009.087750 + Penalty 2908.361063 = -44100.726687
  nChanged 1
		SP:Iteration 11Q (35988.610000 sec): 3 clusters
  Score: Raw -47028.120287 + Penalty 2908.361063 = -44119.759224
  nChanged 1
		SP:Iteration 12Q (35988.620000 sec): 3 clusters
  Score: Raw -47030.975481 + Penalty 2908.361063 = -44122.614418
  nChanged 0
		SP:Iteration 13F (35988.640000 sec): 3 clusters
  Score: Raw -47030.975481 + Penalty 2908.361063 = -44122.614418
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35988.670000 sec): 2 clusters
  Score: Raw -85181.554758 + Penalty 1585.610507 = -83595.944251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35988.690000 sec): 3 clusters
  Score: Raw -85206.475789 + Penalty 3171.221014 = -82035.254775
  nChanged 145
		SP:Iteration 1F (35988.710000 sec): 3 clusters
  Score: Raw -85506.995737 + Penalty 3171.221014 = -82335.774723
  nChanged 44
		SP:Iteration 2F (35988.730000 sec): 3 clusters
  Score: Raw -85605.483227 + Penalty 3171.221014 = -82434.262214
  nChanged 15
		SP:Iteration 3Q (35988.760000 sec): 3 clusters
  Score: Raw -85654.305691 + Penalty 3171.221014 = -82483.084677
  nChanged 13
		SP:Iteration 4Q (35988.780000 sec): 3 clusters
  Score: Raw -85676.199670 + Penalty 3171.221014 = -82504.978656
  nChanged 4
		SP:Iteration 5Q (35988.810000 sec): 3 clusters
  Score: Raw -85680.266292 + Penalty 3171.221014 = -82509.045278
  nChanged 2
		SP:Iteration 6Q (35988.830000 sec): 3 clusters
  Score: Raw -85683.990727 + Penalty 3171.221014 = -82512.769713
  nChanged 2
		SP:Iteration 7Q (35988.850000 sec): 3 clusters
  Score: Raw -85690.686240 + Penalty 3171.221014 = -82519.465226
  nChanged 0
		SP:Iteration 8F (35988.870000 sec): 3 clusters
  Score: Raw -85690.686240 + Penalty 3171.221014 = -82519.465226
  nChanged 0
Deleting Class 31 (423 points): Lose 3031.206203 but Gain 3262.464713
Iteration 474F (36107.450000 sec): 60 clusters
  Score: Raw -91407875.787402 + Penalty 192485.418085 = -91215390.369317
  nChanged 391
Iteration 475F (36223.090000 sec): 60 clusters
  Score: Raw -91408918.828825 + Penalty 192485.418085 = -91216433.410740
  nChanged 27
Iteration 476Q (36299.490000 sec): 60 clusters
  Score: Raw -91408945.526779 + Penalty 192485.418085 = -91216460.108695
  nChanged 8
Iteration 477Q (36376.490000 sec): 60 clusters
  Score: Raw -91408951.418621 + Penalty 192485.418085 = -91216466.000536
  nChanged 1
Iteration 478Q (36453.180000 sec): 60 clusters
  Score: Raw -91408953.566476 + Penalty 192485.418085 = -91216468.148391
  nChanged 1
Iteration 479Q (36530.000000 sec): 60 clusters
  Score: Raw -91408954.699249 + Penalty 192485.418085 = -91216469.281165
  nChanged 0
Iteration 480F (36644.080000 sec): 60 clusters
  Score: Raw -91408954.699249 + Penalty 192485.418085 = -91216469.281165
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408954.699249 + Penalty 192485.418085 = -91216469.281165
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36644.100000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36644.280000 sec): 3 clusters
  Score: Raw -47995.506986 + Penalty 2941.076215 = -45054.430770
  nChanged 67
		SP:Iteration 1F (36644.440000 sec): 3 clusters
  Score: Raw -48180.821840 + Penalty 2941.076215 = -45239.745625
  nChanged 19
		SP:Iteration 2F (36644.460000 sec): 3 clusters
  Score: Raw -48266.494199 + Penalty 2941.076215 = -45325.417984
  nChanged 10
		SP:Iteration 3Q (36644.470000 sec): 3 clusters
  Score: Raw -48302.599073 + Penalty 2941.076215 = -45361.522858
  nChanged 12
		SP:Iteration 4Q (36644.480000 sec): 3 clusters
  Score: Raw -48344.897128 + Penalty 2941.076215 = -45403.820913
  nChanged 14
		SP:Iteration 5Q (36644.490000 sec): 3 clusters
  Score: Raw -48408.632291 + Penalty 2941.076215 = -45467.556076
  nChanged 16
		SP:Iteration 6Q (36644.500000 sec): 3 clusters
  Score: Raw -48462.036961 + Penalty 2941.076215 = -45520.960746
  nChanged 12
		SP:Iteration 7Q (36644.510000 sec): 3 clusters
  Score: Raw -48492.683163 + Penalty 2941.076215 = -45551.606948
  nChanged 6
		SP:Iteration 8Q (36644.520000 sec): 3 clusters
  Score: Raw -48517.213814 + Penalty 2941.076215 = -45576.137599
  nChanged 3
		SP:Iteration 9Q (36644.540000 sec): 3 clusters
  Score: Raw -48545.292112 + Penalty 2941.076215 = -45604.215897
  nChanged 6
		SP:Iteration 10Q (36644.550000 sec): 3 clusters
  Score: Raw -48569.475174 + Penalty 2941.076215 = -45628.398959
  nChanged 7
		SP:Iteration 11Q (36644.570000 sec): 3 clusters
  Score: Raw -48628.509682 + Penalty 2941.076215 = -45687.433466
  nChanged 8
		SP:Iteration 12Q (36644.580000 sec): 3 clusters
  Score: Raw -48669.932933 + Penalty 2941.076215 = -45728.856718
  nChanged 7
		SP:Iteration 13Q (36644.600000 sec): 3 clusters
  Score: Raw -48696.898464 + Penalty 2941.076215 = -45755.822249
  nChanged 2
		SP:Iteration 14Q (36644.610000 sec): 3 clusters
  Score: Raw -48712.783453 + Penalty 2941.076215 = -45771.707238
  nChanged 2
		SP:Iteration 15Q (36644.630000 sec): 3 clusters
  Score: Raw -48742.571278 + Penalty 2941.076215 = -45801.495063
  nChanged 3
		SP:Iteration 16Q (36644.640000 sec): 3 clusters
  Score: Raw -48774.026031 + Penalty 2941.076215 = -45832.949815
  nChanged 6
		SP:Iteration 17Q (36644.660000 sec): 3 clusters
  Score: Raw -48809.698355 + Penalty 2941.076215 = -45868.622140
  nChanged 3
		SP:Iteration 18Q (36644.670000 sec): 3 clusters
  Score: Raw -48824.259743 + Penalty 2941.076215 = -45883.183528
  nChanged 1
		SP:Iteration 19Q (36644.690000 sec): 3 clusters
  Score: Raw -48867.447274 + Penalty 2941.076215 = -45926.371059
  nChanged 3
		SP:Iteration 20F (36644.700000 sec): 3 clusters
  Score: Raw -48893.899950 + Penalty 2941.076215 = -45952.823735
  nChanged 9
		SP:Iteration 21Q (36644.720000 sec): 3 clusters
  Score: Raw -48922.155628 + Penalty 2941.076215 = -45981.079413
  nChanged 4
		SP:Iteration 22Q (36644.730000 sec): 3 clusters
  Score: Raw -48936.184110 + Penalty 2941.076215 = -45995.107895
  nChanged 3
		SP:Iteration 23Q (36644.750000 sec): 3 clusters
  Score: Raw -48962.798951 + Penalty 2941.076215 = -46021.722736
  nChanged 3
		SP:Iteration 24Q (36644.760000 sec): 3 clusters
  Score: Raw -49023.392054 + Penalty 2941.076215 = -46082.315839
  nChanged 3
		SP:Iteration 25Q (36644.780000 sec): 3 clusters
  Score: Raw -49040.066428 + Penalty 2941.076215 = -46098.990213
  nChanged 1
		SP:Iteration 26Q (36644.800000 sec): 3 clusters
  Score: Raw -49042.112734 + Penalty 2941.076215 = -46101.036519
  nChanged 1
		SP:Iteration 27Q (36644.810000 sec): 3 clusters
  Score: Raw -49057.019725 + Penalty 2941.076215 = -46115.943510
  nChanged 3
		SP:Iteration 28Q (36644.820000 sec): 3 clusters
  Score: Raw -49068.303702 + Penalty 2941.076215 = -46127.227487
  nChanged 2
		SP:Iteration 29Q (36644.840000 sec): 3 clusters
  Score: Raw -49079.033036 + Penalty 2941.076215 = -46137.956821
  nChanged 1
		SP:Iteration 30Q (36644.860000 sec): 3 clusters
  Score: Raw -49082.565951 + Penalty 2941.076215 = -46141.489735
  nChanged 0
		SP:Iteration 31F (36644.880000 sec): 3 clusters
  Score: Raw -49082.565951 + Penalty 2941.076215 = -46141.489735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36644.910000 sec): 2 clusters
  Score: Raw -77478.041275 + Penalty 1532.644130 = -75945.397145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36644.940000 sec): 3 clusters
  Score: Raw -77554.825620 + Penalty 3065.288260 = -74489.537360
  nChanged 91
		SP:Iteration 1F (36644.960000 sec): 3 clusters
  Score: Raw -77711.738667 + Penalty 3065.288260 = -74646.450406
  nChanged 24
		SP:Iteration 2Q (36644.980000 sec): 3 clusters
  Score: Raw -77754.555994 + Penalty 3065.288260 = -74689.267734
  nChanged 9
		SP:Iteration 3Q (36645.000000 sec): 3 clusters
  Score: Raw -77764.341229 + Penalty 3065.288260 = -74699.052969
  nChanged 3
		SP:Iteration 4Q (36645.030000 sec): 3 clusters
  Score: Raw -77767.424430 + Penalty 3065.288260 = -74702.136170
  nChanged 1
		SP:Iteration 5Q (36645.050000 sec): 3 clusters
  Score: Raw -77768.222861 + Penalty 3065.288260 = -74702.934601
  nChanged 1
		SP:Iteration 6Q (36645.070000 sec): 3 clusters
  Score: Raw -77769.122267 + Penalty 3065.288260 = -74703.834007
  nChanged 1
		SP:Iteration 7Q (36645.100000 sec): 3 clusters
  Score: Raw -77772.669874 + Penalty 3065.288260 = -74707.381614
  nChanged 0
		SP:Iteration 8F (36645.120000 sec): 3 clusters
  Score: Raw -77772.669874 + Penalty 3065.288260 = -74707.381614
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36645.160000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36645.200000 sec): 3 clusters
  Score: Raw -221718.336599 + Penalty 3514.607126 = -218203.729472
  nChanged 331
		SP:Iteration 1F (36645.230000 sec): 3 clusters
  Score: Raw -222050.223428 + Penalty 3514.607126 = -218535.616302
  nChanged 88
		SP:Iteration 2F (36645.260000 sec): 3 clusters
  Score: Raw -222161.980346 + Penalty 3514.607126 = -218647.373219
  nChanged 40
		SP:Iteration 3Q (36645.300000 sec): 3 clusters
  Score: Raw -222205.802114 + Penalty 3514.607126 = -218691.194988
  nChanged 18
		SP:Iteration 4Q (36645.330000 sec): 3 clusters
  Score: Raw -222226.652423 + Penalty 3514.607126 = -218712.045296
  nChanged 15
		SP:Iteration 5Q (36645.360000 sec): 3 clusters
  Score: Raw -222243.351107 + Penalty 3514.607126 = -218728.743980
  nChanged 12
		SP:Iteration 6Q (36645.400000 sec): 3 clusters
  Score: Raw -222251.527460 + Penalty 3514.607126 = -218736.920333
  nChanged 6
		SP:Iteration 7Q (36645.430000 sec): 3 clusters
  Score: Raw -222260.029451 + Penalty 3514.607126 = -218745.422325
  nChanged 4
		SP:Iteration 8Q (36645.460000 sec): 3 clusters
  Score: Raw -222263.609174 + Penalty 3514.607126 = -218749.002048
  nChanged 4
		SP:Iteration 9Q (36645.500000 sec): 3 clusters
  Score: Raw -222267.835425 + Penalty 3514.607126 = -218753.228298
  nChanged 4
		SP:Iteration 10Q (36645.530000 sec): 3 clusters
  Score: Raw -222273.228805 + Penalty 3514.607126 = -218758.621679
  nChanged 6
		SP:Iteration 11Q (36645.560000 sec): 3 clusters
  Score: Raw -222281.489686 + Penalty 3514.607126 = -218766.882559
  nChanged 6
		SP:Iteration 12Q (36645.600000 sec): 3 clusters
  Score: Raw -222285.353736 + Penalty 3514.607126 = -218770.746610
  nChanged 0
		SP:Iteration 13F (36645.750000 sec): 3 clusters
  Score: Raw -222285.353736 + Penalty 3514.607126 = -218770.746610
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36645.840000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36646.020000 sec): 3 clusters
  Score: Raw -26910.380079 + Penalty 2544.429763 = -24365.950317
  nChanged 7
		SP:Iteration 1Q (36646.190000 sec): 3 clusters
  Score: Raw -26954.320494 + Penalty 2544.429763 = -24409.890731
  nChanged 0
		SP:Iteration 2F (36646.370000 sec): 3 clusters
  Score: Raw -26954.320494 + Penalty 2544.429763 = -24409.890731
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36646.480000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36646.700000 sec): 3 clusters
  Score: Raw -901834.704154 + Penalty 4236.000510 = -897598.703644
  nChanged 1978
		SP:Iteration 1F (36646.860000 sec): 3 clusters
  Score: Raw -903035.981495 + Penalty 4236.000510 = -898799.980985
  nChanged 419
		SP:Iteration 2F (36647.020000 sec): 3 clusters
  Score: Raw -903296.483014 + Penalty 4236.000510 = -899060.482504
  nChanged 269
		SP:Iteration 3F (36647.220000 sec): 3 clusters
  Score: Raw -903474.195665 + Penalty 4236.000510 = -899238.195155
  nChanged 217
		SP:Iteration 4Q (36647.390000 sec): 3 clusters
  Score: Raw -903677.128447 + Penalty 4236.000510 = -899441.127937
  nChanged 221
		SP:Iteration 5Q (36647.550000 sec): 3 clusters
  Score: Raw -903900.035208 + Penalty 4236.000510 = -899664.034698
  nChanged 226
		SP:Iteration 6Q (36647.740000 sec): 3 clusters
  Score: Raw -904146.961290 + Penalty 4236.000510 = -899910.960780
  nChanged 232
		SP:Iteration 7Q (36647.910000 sec): 3 clusters
  Score: Raw -904357.471187 + Penalty 4236.000510 = -900121.470677
  nChanged 196
		SP:Iteration 8Q (36648.070000 sec): 3 clusters
  Score: Raw -904505.289820 + Penalty 4236.000510 = -900269.289310
  nChanged 169
		SP:Iteration 9Q (36648.230000 sec): 3 clusters
  Score: Raw -904619.318284 + Penalty 4236.000510 = -900383.317774
  nChanged 139
		SP:Iteration 10Q (36648.400000 sec): 3 clusters
  Score: Raw -904714.307778 + Penalty 4236.000510 = -900478.307268
  nChanged 131
		SP:Iteration 11Q (36648.600000 sec): 3 clusters
  Score: Raw -904810.387545 + Penalty 4236.000510 = -900574.387035
  nChanged 125
		SP:Iteration 12Q (36648.760000 sec): 3 clusters
  Score: Raw -904888.703697 + Penalty 4236.000510 = -900652.703187
  nChanged 94
		SP:Iteration 13Q (36648.920000 sec): 3 clusters
  Score: Raw -904946.305371 + Penalty 4236.000510 = -900710.304861
  nChanged 76
		SP:Iteration 14Q (36649.110000 sec): 3 clusters
  Score: Raw -904990.133271 + Penalty 4236.000510 = -900754.132761
  nChanged 67
		SP:Iteration 15Q (36649.330000 sec): 3 clusters
  Score: Raw -905023.088724 + Penalty 4236.000510 = -900787.088214
  nChanged 49
		SP:Iteration 16Q (36649.490000 sec): 3 clusters
  Score: Raw -905047.020106 + Penalty 4236.000510 = -900811.019596
  nChanged 38
		SP:Iteration 17Q (36649.660000 sec): 3 clusters
  Score: Raw -905063.328045 + Penalty 4236.000510 = -900827.327535
  nChanged 29
		SP:Iteration 18Q (36649.820000 sec): 3 clusters
  Score: Raw -905074.665210 + Penalty 4236.000510 = -900838.664700
  nChanged 36
		SP:Iteration 19Q (36649.930000 sec): 3 clusters
  Score: Raw -905092.972226 + Penalty 4236.000510 = -900856.971717
  nChanged 31
		SP:Iteration 20F (36650.030000 sec): 3 clusters
  Score: Raw -905109.436239 + Penalty 4236.000510 = -900873.435729
  nChanged 31
		SP:Iteration 21Q (36650.130000 sec): 3 clusters
  Score: Raw -905123.242403 + Penalty 4236.000510 = -900887.241893
  nChanged 34
		SP:Iteration 22Q (36650.230000 sec): 3 clusters
  Score: Raw -905139.489497 + Penalty 4236.000510 = -900903.488987
  nChanged 36
		SP:Iteration 23Q (36650.330000 sec): 3 clusters
  Score: Raw -905154.566721 + Penalty 4236.000510 = -900918.566211
  nChanged 35
		SP:Iteration 24Q (36650.430000 sec): 3 clusters
  Score: Raw -905172.090915 + Penalty 4236.000510 = -900936.090405
  nChanged 31
		SP:Iteration 25Q (36650.520000 sec): 3 clusters
  Score: Raw -905187.263382 + Penalty 4236.000510 = -900951.262872
  nChanged 29
		SP:Iteration 26Q (36650.630000 sec): 3 clusters
  Score: Raw -905204.554668 + Penalty 4236.000510 = -900968.554158
  nChanged 33
		SP:Iteration 27Q (36650.730000 sec): 3 clusters
  Score: Raw -905222.274776 + Penalty 4236.000510 = -900986.274266
  nChanged 30
		SP:Iteration 28Q (36650.840000 sec): 3 clusters
  Score: Raw -905240.338249 + Penalty 4236.000510 = -901004.337739
  nChanged 36
		SP:Iteration 29Q (36650.940000 sec): 3 clusters
  Score: Raw -905263.139846 + Penalty 4236.000510 = -901027.139336
  nChanged 45
		SP:Iteration 30Q (36651.040000 sec): 3 clusters
  Score: Raw -905304.121982 + Penalty 4236.000510 = -901068.121472
  nChanged 48
		SP:Iteration 31Q (36651.150000 sec): 3 clusters
  Score: Raw -905357.389501 + Penalty 4236.000510 = -901121.388991
  nChanged 64
		SP:Iteration 32Q (36651.340000 sec): 3 clusters
  Score: Raw -905432.574626 + Penalty 4236.000510 = -901196.574116
  nChanged 64
		SP:Iteration 33Q (36651.500000 sec): 3 clusters
  Score: Raw -905512.878438 + Penalty 4236.000510 = -901276.877928
  nChanged 63
		SP:Iteration 34Q (36651.670000 sec): 3 clusters
  Score: Raw -905592.846882 + Penalty 4236.000510 = -901356.846372
  nChanged 46
		SP:Iteration 35Q (36651.860000 sec): 3 clusters
  Score: Raw -905637.378890 + Penalty 4236.000510 = -901401.378380
  nChanged 35
		SP:Iteration 36Q (36651.950000 sec): 3 clusters
  Score: Raw -905664.294330 + Penalty 4236.000510 = -901428.293820
  nChanged 20
		SP:Iteration 37Q (36652.050000 sec): 3 clusters
  Score: Raw -905678.532423 + Penalty 4236.000510 = -901442.531913
  nChanged 15
		SP:Iteration 38Q (36652.150000 sec): 3 clusters
  Score: Raw -905686.792285 + Penalty 4236.000510 = -901450.791775
  nChanged 15
		SP:Iteration 39Q (36652.240000 sec): 3 clusters
  Score: Raw -905698.979333 + Penalty 4236.000510 = -901462.978823
  nChanged 9
		SP:Iteration 40F (36652.430000 sec): 3 clusters
  Score: Raw -905704.667120 + Penalty 4236.000510 = -901468.666610
  nChanged 3
		SP:Iteration 41Q (36652.640000 sec): 3 clusters
  Score: Raw -905705.895830 + Penalty 4236.000510 = -901469.895321
  nChanged 2
		SP:Iteration 42Q (36652.820000 sec): 3 clusters
  Score: Raw -905707.226096 + Penalty 4236.000510 = -901471.225586
  nChanged 3
		SP:Iteration 43Q (36652.940000 sec): 3 clusters
  Score: Raw -905708.285704 + Penalty 4236.000510 = -901472.285194
  nChanged 2
		SP:Iteration 44Q (36653.100000 sec): 3 clusters
  Score: Raw -905709.446908 + Penalty 4236.000510 = -901473.446398
  nChanged 2
		SP:Iteration 45Q (36653.260000 sec): 3 clusters
  Score: Raw -905710.446833 + Penalty 4236.000510 = -901474.446323
  nChanged 0
		SP:Iteration 46F (36653.420000 sec): 3 clusters
  Score: Raw -905710.446833 + Penalty 4236.000510 = -901474.446323
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36653.510000 sec): 2 clusters
  Score: Raw -60296.914253 + Penalty 1499.748300 = -58797.165952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36653.680000 sec): 3 clusters
  Score: Raw -60543.283744 + Penalty 2999.496601 = -57543.787143
  nChanged 92
		SP:Iteration 1F (36653.860000 sec): 3 clusters
  Score: Raw -60887.417372 + Penalty 2999.496601 = -57887.920771
  nChanged 36
		SP:Iteration 2F (36654.040000 sec): 3 clusters
  Score: Raw -61040.456658 + Penalty 2999.496601 = -58040.960058
  nChanged 29
		SP:Iteration 3F (36654.180000 sec): 3 clusters
  Score: Raw -61134.665446 + Penalty 2999.496601 = -58135.168845
  nChanged 17
		SP:Iteration 4Q (36654.190000 sec): 3 clusters
  Score: Raw -61217.909004 + Penalty 2999.496601 = -58218.412404
  nChanged 5
		SP:Iteration 5Q (36654.200000 sec): 3 clusters
  Score: Raw -61330.055156 + Penalty 2999.496601 = -58330.558555
  nChanged 5
		SP:Iteration 6Q (36654.210000 sec): 3 clusters
  Score: Raw -61442.835230 + Penalty 2999.496601 = -58443.338629
  nChanged 4
		SP:Iteration 7Q (36654.230000 sec): 3 clusters
  Score: Raw -61473.242061 + Penalty 2999.496601 = -58473.745460
  nChanged 4
		SP:Iteration 8Q (36654.240000 sec): 3 clusters
  Score: Raw -61531.190873 + Penalty 2999.496601 = -58531.694272
  nChanged 4
		SP:Iteration 9Q (36654.260000 sec): 3 clusters
  Score: Raw -61566.291411 + Penalty 2999.496601 = -58566.794811
  nChanged 3
		SP:Iteration 10Q (36654.280000 sec): 3 clusters
  Score: Raw -61587.371726 + Penalty 2999.496601 = -58587.875125
  nChanged 3
		SP:Iteration 11Q (36654.290000 sec): 3 clusters
  Score: Raw -61599.348772 + Penalty 2999.496601 = -58599.852172
  nChanged 1
		SP:Iteration 12Q (36654.300000 sec): 3 clusters
  Score: Raw -61606.891879 + Penalty 2999.496601 = -58607.395278
  nChanged 0
		SP:Iteration 13F (36654.320000 sec): 3 clusters
  Score: Raw -61606.891879 + Penalty 2999.496601 = -58607.395278
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36654.380000 sec): 2 clusters
  Score: Raw -280554.485955 + Penalty 1817.289574 = -278737.196381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36654.420000 sec): 3 clusters
  Score: Raw -280072.846511 + Penalty 3634.579147 = -276438.267364
  nChanged 432
		SP:Iteration 1F (36654.460000 sec): 3 clusters
  Score: Raw -280426.719221 + Penalty 3634.579147 = -276792.140074
  nChanged 119
		SP:Iteration 2F (36654.500000 sec): 3 clusters
  Score: Raw -280546.401511 + Penalty 3634.579147 = -276911.822364
  nChanged 74
		SP:Iteration 3Q (36654.540000 sec): 3 clusters
  Score: Raw -280625.260883 + Penalty 3634.579147 = -276990.681736
  nChanged 59
		SP:Iteration 4Q (36654.580000 sec): 3 clusters
  Score: Raw -280694.092917 + Penalty 3634.579147 = -277059.513770
  nChanged 40
		SP:Iteration 5Q (36654.620000 sec): 3 clusters
  Score: Raw -280731.060083 + Penalty 3634.579147 = -277096.480936
  nChanged 38
		SP:Iteration 6Q (36654.660000 sec): 3 clusters
  Score: Raw -280768.321717 + Penalty 3634.579147 = -277133.742570
  nChanged 23
		SP:Iteration 7Q (36654.700000 sec): 3 clusters
  Score: Raw -280791.070146 + Penalty 3634.579147 = -277156.490999
  nChanged 23
		SP:Iteration 8Q (36654.740000 sec): 3 clusters
  Score: Raw -280810.191519 + Penalty 3634.579147 = -277175.612372
  nChanged 13
		SP:Iteration 9Q (36654.780000 sec): 3 clusters
  Score: Raw -280824.054265 + Penalty 3634.579147 = -277189.475118
  nChanged 14
		SP:Iteration 10Q (36654.820000 sec): 3 clusters
  Score: Raw -280835.166763 + Penalty 3634.579147 = -277200.587616
  nChanged 6
		SP:Iteration 11Q (36654.860000 sec): 3 clusters
  Score: Raw -280839.486386 + Penalty 3634.579147 = -277204.907239
  nChanged 4
		SP:Iteration 12Q (36654.900000 sec): 3 clusters
  Score: Raw -280841.509121 + Penalty 3634.579147 = -277206.929974
  nChanged 3
		SP:Iteration 13Q (36654.940000 sec): 3 clusters
  Score: Raw -280842.913619 + Penalty 3634.579147 = -277208.334472
  nChanged 0
		SP:Iteration 14F (36654.980000 sec): 3 clusters
  Score: Raw -280842.913619 + Penalty 3634.579147 = -277208.334472
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36655.010000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36655.020000 sec): 3 clusters
  Score: Raw -27767.559823 + Penalty 2742.596827 = -25024.962995
  nChanged 36
		SP:Iteration 1F (36655.030000 sec): 3 clusters
  Score: Raw -27879.728630 + Penalty 2742.596827 = -25137.131803
  nChanged 9
		SP:Iteration 2Q (36655.040000 sec): 3 clusters
  Score: Raw -27912.282298 + Penalty 2742.596827 = -25169.685470
  nChanged 2
		SP:Iteration 3Q (36655.050000 sec): 3 clusters
  Score: Raw -27914.602203 + Penalty 2742.596827 = -25172.005376
  nChanged 0
		SP:Iteration 4F (36655.060000 sec): 3 clusters
  Score: Raw -27914.602203 + Penalty 2742.596827 = -25172.005376
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36655.110000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36655.140000 sec): 3 clusters
  Score: Raw -218601.387706 + Penalty 3502.847050 = -215098.540657
  nChanged 346
		SP:Iteration 1F (36655.180000 sec): 3 clusters
  Score: Raw -218994.430622 + Penalty 3502.847050 = -215491.583572
  nChanged 80
		SP:Iteration 2F (36655.210000 sec): 3 clusters
  Score: Raw -219144.507785 + Penalty 3502.847050 = -215641.660735
  nChanged 70
		SP:Iteration 3F (36655.240000 sec): 3 clusters
  Score: Raw -219305.843911 + Penalty 3502.847050 = -215802.996861
  nChanged 57
		SP:Iteration 4Q (36655.270000 sec): 3 clusters
  Score: Raw -219435.988636 + Penalty 3502.847050 = -215933.141586
  nChanged 53
		SP:Iteration 5Q (36655.300000 sec): 3 clusters
  Score: Raw -219539.836100 + Penalty 3502.847050 = -216036.989051
  nChanged 44
		SP:Iteration 6Q (36655.340000 sec): 3 clusters
  Score: Raw -219620.402068 + Penalty 3502.847050 = -216117.555018
  nChanged 30
		SP:Iteration 7Q (36655.370000 sec): 3 clusters
  Score: Raw -219664.079378 + Penalty 3502.847050 = -216161.232329
  nChanged 27
		SP:Iteration 8Q (36655.400000 sec): 3 clusters
  Score: Raw -219705.349960 + Penalty 3502.847050 = -216202.502911
  nChanged 16
		SP:Iteration 9Q (36655.430000 sec): 3 clusters
  Score: Raw -219734.250220 + Penalty 3502.847050 = -216231.403170
  nChanged 18
		SP:Iteration 10Q (36655.460000 sec): 3 clusters
  Score: Raw -219755.622361 + Penalty 3502.847050 = -216252.775311
  nChanged 7
		SP:Iteration 11Q (36655.500000 sec): 3 clusters
  Score: Raw -219767.597828 + Penalty 3502.847050 = -216264.750778
  nChanged 8
		SP:Iteration 12Q (36655.530000 sec): 3 clusters
  Score: Raw -219778.266397 + Penalty 3502.847050 = -216275.419348
  nChanged 7
		SP:Iteration 13Q (36655.560000 sec): 3 clusters
  Score: Raw -219786.242285 + Penalty 3502.847050 = -216283.395236
  nChanged 2
		SP:Iteration 14Q (36655.590000 sec): 3 clusters
  Score: Raw -219788.259106 + Penalty 3502.847050 = -216285.412056
  nChanged 0
		SP:Iteration 15F (36655.740000 sec): 3 clusters
  Score: Raw -219788.259106 + Penalty 3502.847050 = -216285.412056
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36655.820000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36656.000000 sec): 3 clusters
  Score: Raw -37388.773303 + Penalty 2681.957199 = -34706.816104
  nChanged 7
		SP:Iteration 1Q (36656.010000 sec): 3 clusters
  Score: Raw -37421.245586 + Penalty 2681.957199 = -34739.288388
  nChanged 5
		SP:Iteration 2Q (36656.020000 sec): 3 clusters
  Score: Raw -37441.384419 + Penalty 2681.957199 = -34759.427220
  nChanged 2
		SP:Iteration 3Q (36656.030000 sec): 3 clusters
  Score: Raw -37446.938506 + Penalty 2681.957199 = -34764.981307
  nChanged 0
		SP:Iteration 4F (36656.030000 sec): 3 clusters
  Score: Raw -37446.938506 + Penalty 2681.957199 = -34764.981307
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36656.060000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36656.070000 sec): 3 clusters
  Score: Raw -33583.869969 + Penalty 2652.165335 = -30931.704634
  nChanged 17
		SP:Iteration 1F (36656.090000 sec): 3 clusters
  Score: Raw -33687.236284 + Penalty 2652.165335 = -31035.070949
  nChanged 5
		SP:Iteration 2Q (36656.100000 sec): 3 clusters
  Score: Raw -33715.039558 + Penalty 2652.165335 = -31062.874223
  nChanged 1
		SP:Iteration 3Q (36656.110000 sec): 3 clusters
  Score: Raw -33718.225283 + Penalty 2652.165335 = -31066.059948
  nChanged 0
		SP:Iteration 4F (36656.120000 sec): 3 clusters
  Score: Raw -33718.225283 + Penalty 2652.165335 = -31066.059948
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36656.140000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36656.140000 sec): 3 clusters
  Score: Raw -35795.240020 + Penalty 2707.954415 = -33087.285605
  nChanged 26
		SP:Iteration 1F (36656.150000 sec): 3 clusters
  Score: Raw -35896.061477 + Penalty 2707.954415 = -33188.107062
  nChanged 6
		SP:Iteration 2Q (36656.160000 sec): 3 clusters
  Score: Raw -35918.105988 + Penalty 2707.954415 = -33210.151573
  nChanged 3
		SP:Iteration 3Q (36656.170000 sec): 3 clusters
  Score: Raw -35930.341930 + Penalty 2707.954415 = -33222.387515
  nChanged 0
		SP:Iteration 4F (36656.180000 sec): 3 clusters
  Score: Raw -35930.341930 + Penalty 2707.954415 = -33222.387515
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36656.360000 sec): 2 clusters
  Score: Raw -2515298.162430 + Penalty 2359.836401 = -2512938.326030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36656.670000 sec): 3 clusters
  Score: Raw -2507654.502981 + Penalty 4719.672802 = -2502934.830180
  nChanged 5807
		SP:Iteration 1F (36656.960000 sec): 3 clusters
  Score: Raw -2510762.050479 + Penalty 4719.672802 = -2506042.377677
  nChanged 857
		SP:Iteration 2F (36657.250000 sec): 3 clusters
  Score: Raw -2511113.948295 + Penalty 4719.672802 = -2506394.275493
  nChanged 635
		SP:Iteration 3Q (36657.550000 sec): 3 clusters
  Score: Raw -2511369.002955 + Penalty 4719.672802 = -2506649.330154
  nChanged 534
		SP:Iteration 4Q (36657.840000 sec): 3 clusters
  Score: Raw -2511584.899552 + Penalty 4719.672802 = -2506865.226751
  nChanged 498
		SP:Iteration 5Q (36658.110000 sec): 3 clusters
  Score: Raw -2511785.559858 + Penalty 4719.672802 = -2507065.887056
  nChanged 492
		SP:Iteration 6Q (36658.400000 sec): 3 clusters
  Score: Raw -2511987.721617 + Penalty 4719.672802 = -2507268.048815
  nChanged 494
		SP:Iteration 7Q (36658.730000 sec): 3 clusters
  Score: Raw -2512210.656595 + Penalty 4719.672802 = -2507490.983794
  nChanged 477
		SP:Iteration 8Q (36658.970000 sec): 3 clusters
  Score: Raw -2512428.724153 + Penalty 4719.672802 = -2507709.051351
  nChanged 486
		SP:Iteration 9Q (36659.250000 sec): 3 clusters
  Score: Raw -2512691.780209 + Penalty 4719.672802 = -2507972.107407
  nChanged 572
		SP:Iteration 10Q (36659.550000 sec): 3 clusters
  Score: Raw -2513030.570511 + Penalty 4719.672802 = -2508310.897710
  nChanged 582
		SP:Iteration 11Q (36659.820000 sec): 3 clusters
  Score: Raw -2513405.082709 + Penalty 4719.672802 = -2508685.409907
  nChanged 567
		SP:Iteration 12Q (36660.090000 sec): 3 clusters
  Score: Raw -2513783.115956 + Penalty 4719.672802 = -2509063.443154
  nChanged 543
		SP:Iteration 13Q (36660.360000 sec): 3 clusters
  Score: Raw -2514176.278158 + Penalty 4719.672802 = -2509456.605357
  nChanged 474
		SP:Iteration 14Q (36660.650000 sec): 3 clusters
  Score: Raw -2514550.012102 + Penalty 4719.672802 = -2509830.339300
  nChanged 397
		SP:Iteration 15Q (36660.940000 sec): 3 clusters
  Score: Raw -2514851.232018 + Penalty 4719.672802 = -2510131.559216
  nChanged 296
		SP:Iteration 16Q (36661.290000 sec): 3 clusters
  Score: Raw -2515049.778840 + Penalty 4719.672802 = -2510330.106039
  nChanged 206
		SP:Iteration 17Q (36661.570000 sec): 3 clusters
  Score: Raw -2515172.295380 + Penalty 4719.672802 = -2510452.622578
  nChanged 151
		SP:Iteration 18Q (36661.860000 sec): 3 clusters
  Score: Raw -2515251.595665 + Penalty 4719.672802 = -2510531.922863
  nChanged 130
		SP:Iteration 19Q (36662.150000 sec): 3 clusters
  Score: Raw -2515317.715211 + Penalty 4719.672802 = -2510598.042409
  nChanged 92
		SP:Iteration 20F (36662.440000 sec): 3 clusters
  Score: Raw -2515361.937292 + Penalty 4719.672802 = -2510642.264491
  nChanged 89
		SP:Iteration 21Q (36662.680000 sec): 3 clusters
  Score: Raw -2515407.268177 + Penalty 4719.672802 = -2510687.595376
  nChanged 65
		SP:Iteration 22Q (36662.970000 sec): 3 clusters
  Score: Raw -2515439.681535 + Penalty 4719.672802 = -2510720.008734
  nChanged 67
		SP:Iteration 23Q (36663.260000 sec): 3 clusters
  Score: Raw -2515473.180369 + Penalty 4719.672802 = -2510753.507567
  nChanged 49
		SP:Iteration 24Q (36663.550000 sec): 3 clusters
  Score: Raw -2515494.772776 + Penalty 4719.672802 = -2510775.099974
  nChanged 31
		SP:Iteration 25Q (36663.810000 sec): 3 clusters
  Score: Raw -2515508.726884 + Penalty 4719.672802 = -2510789.054082
  nChanged 31
		SP:Iteration 26Q (36664.080000 sec): 3 clusters
  Score: Raw -2515520.226304 + Penalty 4719.672802 = -2510800.553502
  nChanged 24
		SP:Iteration 27Q (36664.370000 sec): 3 clusters
  Score: Raw -2515529.587625 + Penalty 4719.672802 = -2510809.914824
  nChanged 20
		SP:Iteration 28Q (36664.660000 sec): 3 clusters
  Score: Raw -2515538.305390 + Penalty 4719.672802 = -2510818.632588
  nChanged 16
		SP:Iteration 29Q (36664.950000 sec): 3 clusters
  Score: Raw -2515544.537793 + Penalty 4719.672802 = -2510824.864992
  nChanged 20
		SP:Iteration 30Q (36665.200000 sec): 3 clusters
  Score: Raw -2515552.281260 + Penalty 4719.672802 = -2510832.608459
  nChanged 16
		SP:Iteration 31Q (36665.450000 sec): 3 clusters
  Score: Raw -2515558.792086 + Penalty 4719.672802 = -2510839.119284
  nChanged 19
		SP:Iteration 32Q (36665.750000 sec): 3 clusters
  Score: Raw -2515566.786908 + Penalty 4719.672802 = -2510847.114106
  nChanged 18
		SP:Iteration 33Q (36665.990000 sec): 3 clusters
  Score: Raw -2515574.976280 + Penalty 4719.672802 = -2510855.303479
  nChanged 14
		SP:Iteration 34Q (36666.250000 sec): 3 clusters
  Score: Raw -2515582.170274 + Penalty 4719.672802 = -2510862.497472
  nChanged 19
		SP:Iteration 35Q (36666.490000 sec): 3 clusters
  Score: Raw -2515592.973329 + Penalty 4719.672802 = -2510873.300527
  nChanged 18
		SP:Iteration 36Q (36666.750000 sec): 3 clusters
  Score: Raw -2515601.479928 + Penalty 4719.672802 = -2510881.807126
  nChanged 24
		SP:Iteration 37Q (36667.000000 sec): 3 clusters
  Score: Raw -2515612.209023 + Penalty 4719.672802 = -2510892.536221
  nChanged 18
		SP:Iteration 38Q (36667.250000 sec): 3 clusters
  Score: Raw -2515622.338054 + Penalty 4719.672802 = -2510902.665252
  nChanged 20
		SP:Iteration 39Q (36667.540000 sec): 3 clusters
  Score: Raw -2515630.819440 + Penalty 4719.672802 = -2510911.146639
  nChanged 9
		SP:Iteration 40F (36667.840000 sec): 3 clusters
  Score: Raw -2515635.333953 + Penalty 4719.672802 = -2510915.661151
  nChanged 12
		SP:Iteration 41Q (36668.090000 sec): 3 clusters
  Score: Raw -2515640.628589 + Penalty 4719.672802 = -2510920.955787
  nChanged 9
		SP:Iteration 42Q (36668.380000 sec): 3 clusters
  Score: Raw -2515644.927383 + Penalty 4719.672802 = -2510925.254582
  nChanged 4
		SP:Iteration 43Q (36668.630000 sec): 3 clusters
  Score: Raw -2515645.950921 + Penalty 4719.672802 = -2510926.278119
  nChanged 4
		SP:Iteration 44Q (36668.890000 sec): 3 clusters
  Score: Raw -2515647.422150 + Penalty 4719.672802 = -2510927.749348
  nChanged 2
		SP:Iteration 45Q (36669.180000 sec): 3 clusters
  Score: Raw -2515648.197138 + Penalty 4719.672802 = -2510928.524336
  nChanged 6
		SP:Iteration 46Q (36669.430000 sec): 3 clusters
  Score: Raw -2515650.271415 + Penalty 4719.672802 = -2510930.598613
  nChanged 1
		SP:Iteration 47Q (36669.680000 sec): 3 clusters
  Score: Raw -2515650.853587 + Penalty 4719.672802 = -2510931.180785
  nChanged 2
		SP:Iteration 48Q (36669.910000 sec): 3 clusters
  Score: Raw -2515651.815657 + Penalty 4719.672802 = -2510932.142855
  nChanged 2
		SP:Iteration 49Q (36670.100000 sec): 3 clusters
  Score: Raw -2515652.317880 + Penalty 4719.672802 = -2510932.645079
  nChanged 1
		SP:Iteration 50Q (36670.390000 sec): 3 clusters
  Score: Raw -2515652.474127 + Penalty 4719.672802 = -2510932.801325
  nChanged 0
		SP:Iteration 51F (36670.640000 sec): 3 clusters
  Score: Raw -2515652.474127 + Penalty 4719.672802 = -2510932.801325
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36671.850000 sec): 2 clusters
  Score: Raw -37597802.967692 + Penalty 3039.325224 = -37594763.642468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36673.770000 sec): 3 clusters
  Score: Raw -37460217.500003 + Penalty 6078.650449 = -37454138.849554
  nChanged 100920
		SP:Iteration 1F (36675.670000 sec): 3 clusters
  Score: Raw -37519642.071415 + Penalty 6078.650449 = -37513563.420966
  nChanged 7254
		SP:Iteration 2Q (36677.740000 sec): 3 clusters
  Score: Raw -37521761.720280 + Penalty 6078.650449 = -37515683.069832
  nChanged 9543
		SP:Iteration 3Q (36679.810000 sec): 3 clusters
  Score: Raw -37525702.275223 + Penalty 6078.650449 = -37519623.624774
  nChanged 12984
		SP:Iteration 4F (36681.800000 sec): 3 clusters
  Score: Raw -37533171.292288 + Penalty 6078.650449 = -37527092.641840
  nChanged 16650
		SP:Iteration 5F (36683.690000 sec): 3 clusters
  Score: Raw -37545571.684928 + Penalty 6078.650449 = -37539493.034479
  nChanged 18801
		SP:Iteration 6F (36685.600000 sec): 3 clusters
  Score: Raw -37562595.126493 + Penalty 6078.650449 = -37556516.476045
  nChanged 16981
		SP:Iteration 7F (36687.610000 sec): 3 clusters
  Score: Raw -37579664.382689 + Penalty 6078.650449 = -37573585.732240
  nChanged 11400
		SP:Iteration 8F (36689.560000 sec): 3 clusters
  Score: Raw -37591195.316906 + Penalty 6078.650449 = -37585116.666458
  nChanged 5051
		SP:Iteration 9Q (36691.550000 sec): 3 clusters
  Score: Raw -37595915.620180 + Penalty 6078.650449 = -37589836.969731
  nChanged 1646
		SP:Iteration 10Q (36693.280000 sec): 3 clusters
  Score: Raw -37597369.419207 + Penalty 6078.650449 = -37591290.768758
  nChanged 449
		SP:Iteration 11Q (36694.970000 sec): 3 clusters
  Score: Raw -37597792.025440 + Penalty 6078.650449 = -37591713.374991
  nChanged 152
		SP:Iteration 12Q (36696.710000 sec): 3 clusters
  Score: Raw -37597969.309280 + Penalty 6078.650449 = -37591890.658832
  nChanged 61
		SP:Iteration 13Q (36698.410000 sec): 3 clusters
  Score: Raw -37598053.704966 + Penalty 6078.650449 = -37591975.054517
  nChanged 28
		SP:Iteration 14Q (36700.110000 sec): 3 clusters
  Score: Raw -37598100.055485 + Penalty 6078.650449 = -37592021.405037
  nChanged 17
		SP:Iteration 15Q (36701.850000 sec): 3 clusters
  Score: Raw -37598130.730992 + Penalty 6078.650449 = -37592052.080544
  nChanged 8
		SP:Iteration 16Q (36703.570000 sec): 3 clusters
  Score: Raw -37598140.921834 + Penalty 6078.650449 = -37592062.271385
  nChanged 4
		SP:Iteration 17Q (36705.250000 sec): 3 clusters
  Score: Raw -37598145.248303 + Penalty 6078.650449 = -37592066.597854
  nChanged 0
		SP:Iteration 18F (36707.160000 sec): 3 clusters
  Score: Raw -37598145.248303 + Penalty 6078.650449 = -37592066.597854
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36707.410000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36707.740000 sec): 3 clusters
  Score: Raw -3595568.662650 + Penalty 4936.400600 = -3590632.262051
  nChanged 9289
		SP:Iteration 1F (36708.070000 sec): 3 clusters
  Score: Raw -3600536.904681 + Penalty 4936.400600 = -3595600.504081
  nChanged 1112
		SP:Iteration 2F (36708.400000 sec): 3 clusters
  Score: Raw -3601046.144394 + Penalty 4936.400600 = -3596109.743794
  nChanged 1121
		SP:Iteration 3F (36708.740000 sec): 3 clusters
  Score: Raw -3601656.421252 + Penalty 4936.400600 = -3596720.020652
  nChanged 1166
		SP:Iteration 4F (36709.070000 sec): 3 clusters
  Score: Raw -3602440.925883 + Penalty 4936.400600 = -3597504.525283
  nChanged 1308
		SP:Iteration 5F (36709.400000 sec): 3 clusters
  Score: Raw -3603499.151467 + Penalty 4936.400600 = -3598562.750868
  nChanged 1499
		SP:Iteration 6F (36709.700000 sec): 3 clusters
  Score: Raw -3604831.928263 + Penalty 4936.400600 = -3599895.527663
  nChanged 1591
		SP:Iteration 7F (36710.010000 sec): 3 clusters
  Score: Raw -3606322.622730 + Penalty 4936.400600 = -3601386.222130
  nChanged 1560
		SP:Iteration 8F (36710.320000 sec): 3 clusters
  Score: Raw -3607561.728473 + Penalty 4936.400600 = -3602625.327873
  nChanged 1217
		SP:Iteration 9F (36710.630000 sec): 3 clusters
  Score: Raw -3608306.203561 + Penalty 4936.400600 = -3603369.802962
  nChanged 808
		SP:Iteration 10Q (36710.970000 sec): 3 clusters
  Score: Raw -3608676.688631 + Penalty 4936.400600 = -3603740.288032
  nChanged 544
		SP:Iteration 11Q (36711.300000 sec): 3 clusters
  Score: Raw -3608869.562783 + Penalty 4936.400600 = -3603933.162183
  nChanged 374
		SP:Iteration 12Q (36711.640000 sec): 3 clusters
  Score: Raw -3608986.527823 + Penalty 4936.400600 = -3604050.127223
  nChanged 339
		SP:Iteration 13Q (36711.970000 sec): 3 clusters
  Score: Raw -3609082.546819 + Penalty 4936.400600 = -3604146.146219
  nChanged 281
		SP:Iteration 14Q (36712.300000 sec): 3 clusters
  Score: Raw -3609151.790208 + Penalty 4936.400600 = -3604215.389608
  nChanged 231
		SP:Iteration 15Q (36712.640000 sec): 3 clusters
  Score: Raw -3609203.803078 + Penalty 4936.400600 = -3604267.402478
  nChanged 231
		SP:Iteration 16Q (36712.920000 sec): 3 clusters
  Score: Raw -3609256.024776 + Penalty 4936.400600 = -3604319.624177
  nChanged 212
		SP:Iteration 17Q (36713.230000 sec): 3 clusters
  Score: Raw -3609302.955122 + Penalty 4936.400600 = -3604366.554522
  nChanged 222
		SP:Iteration 18Q (36713.560000 sec): 3 clusters
  Score: Raw -3609350.220482 + Penalty 4936.400600 = -3604413.819882
  nChanged 216
		SP:Iteration 19Q (36713.890000 sec): 3 clusters
  Score: Raw -3609394.235822 + Penalty 4936.400600 = -3604457.835223
  nChanged 216
		SP:Iteration 20F (36714.220000 sec): 3 clusters
  Score: Raw -3609437.452742 + Penalty 4936.400600 = -3604501.052142
  nChanged 207
		SP:Iteration 21Q (36714.560000 sec): 3 clusters
  Score: Raw -3609478.489635 + Penalty 4936.400600 = -3604542.089036
  nChanged 211
		SP:Iteration 22Q (36714.840000 sec): 3 clusters
  Score: Raw -3609520.323159 + Penalty 4936.400600 = -3604583.922559
  nChanged 207
		SP:Iteration 23Q (36715.170000 sec): 3 clusters
  Score: Raw -3609565.117066 + Penalty 4936.400600 = -3604628.716466
  nChanged 213
		SP:Iteration 24Q (36715.490000 sec): 3 clusters
  Score: Raw -3609608.144327 + Penalty 4936.400600 = -3604671.743727
  nChanged 187
		SP:Iteration 25Q (36715.850000 sec): 3 clusters
  Score: Raw -3609646.245651 + Penalty 4936.400600 = -3604709.845051
  nChanged 166
		SP:Iteration 26Q (36716.220000 sec): 3 clusters
  Score: Raw -3609677.582164 + Penalty 4936.400600 = -3604741.181564
  nChanged 156
		SP:Iteration 27Q (36716.600000 sec): 3 clusters
  Score: Raw -3609707.108589 + Penalty 4936.400600 = -3604770.707990
  nChanged 181
		SP:Iteration 28Q (36716.930000 sec): 3 clusters
  Score: Raw -3609739.457770 + Penalty 4936.400600 = -3604803.057170
  nChanged 153
		SP:Iteration 29Q (36717.270000 sec): 3 clusters
  Score: Raw -3609766.423771 + Penalty 4936.400600 = -3604830.023172
  nChanged 122
		SP:Iteration 30Q (36717.600000 sec): 3 clusters
  Score: Raw -3609787.661099 + Penalty 4936.400600 = -3604851.260500
  nChanged 126
		SP:Iteration 31Q (36717.930000 sec): 3 clusters
  Score: Raw -3609811.209317 + Penalty 4936.400600 = -3604874.808717
  nChanged 132
		SP:Iteration 32Q (36718.270000 sec): 3 clusters
  Score: Raw -3609835.033253 + Penalty 4936.400600 = -3604898.632654
  nChanged 110
		SP:Iteration 33Q (36718.590000 sec): 3 clusters
  Score: Raw -3609853.539979 + Penalty 4936.400600 = -3604917.139380
  nChanged 113
		SP:Iteration 34Q (36718.920000 sec): 3 clusters
  Score: Raw -3609871.004115 + Penalty 4936.400600 = -3604934.603516
  nChanged 99
		SP:Iteration 35Q (36719.250000 sec): 3 clusters
  Score: Raw -3609886.285283 + Penalty 4936.400600 = -3604949.884683
  nChanged 95
		SP:Iteration 36Q (36719.590000 sec): 3 clusters
  Score: Raw -3609901.184822 + Penalty 4936.400600 = -3604964.784223
  nChanged 79
		SP:Iteration 37Q (36719.920000 sec): 3 clusters
  Score: Raw -3609913.501810 + Penalty 4936.400600 = -3604977.101211
  nChanged 75
		SP:Iteration 38Q (36720.250000 sec): 3 clusters
  Score: Raw -3609923.581035 + Penalty 4936.400600 = -3604987.180436
  nChanged 56
		SP:Iteration 39Q (36720.590000 sec): 3 clusters
  Score: Raw -3609930.239477 + Penalty 4936.400600 = -3604993.838877
  nChanged 40
		SP:Iteration 40F (36720.920000 sec): 3 clusters
  Score: Raw -3609934.238574 + Penalty 4936.400600 = -3604997.837975
  nChanged 31
		SP:Iteration 41Q (36721.260000 sec): 3 clusters
  Score: Raw -3609937.482647 + Penalty 4936.400600 = -3605001.082047
  nChanged 31
		SP:Iteration 42Q (36721.590000 sec): 3 clusters
  Score: Raw -3609940.785042 + Penalty 4936.400600 = -3605004.384442
  nChanged 32
		SP:Iteration 43Q (36721.930000 sec): 3 clusters
  Score: Raw -3609944.707990 + Penalty 4936.400600 = -3605008.307391
  nChanged 35
		SP:Iteration 44Q (36722.260000 sec): 3 clusters
  Score: Raw -3609948.535132 + Penalty 4936.400600 = -3605012.134533
  nChanged 36
		SP:Iteration 45Q (36722.590000 sec): 3 clusters
  Score: Raw -3609951.678028 + Penalty 4936.400600 = -3605015.277429
  nChanged 35
		SP:Iteration 46Q (36722.920000 sec): 3 clusters
  Score: Raw -3609955.299045 + Penalty 4936.400600 = -3605018.898446
  nChanged 36
		SP:Iteration 47Q (36723.240000 sec): 3 clusters
  Score: Raw -3609958.563666 + Penalty 4936.400600 = -3605022.163066
  nChanged 27
		SP:Iteration 48Q (36723.570000 sec): 3 clusters
  Score: Raw -3609961.946856 + Penalty 4936.400600 = -3605025.546256
  nChanged 23
		SP:Iteration 49Q (36723.890000 sec): 3 clusters
  Score: Raw -3609964.285707 + Penalty 4936.400600 = -3605027.885108
  nChanged 20
		SP:Iteration 50Q (36724.220000 sec): 3 clusters
  Score: Raw -3609966.342650 + Penalty 4936.400600 = -3605029.942050
  nChanged 21
		SP:Iteration 51Q (36724.540000 sec): 3 clusters
  Score: Raw -3609968.228563 + Penalty 4936.400600 = -3605031.827963
  nChanged 17
		SP:Iteration 52Q (36724.910000 sec): 3 clusters
  Score: Raw -3609969.792487 + Penalty 4936.400600 = -3605033.391887
  nChanged 13
		SP:Iteration 53Q (36725.280000 sec): 3 clusters
  Score: Raw -3609970.666927 + Penalty 4936.400600 = -3605034.266328
  nChanged 8
		SP:Iteration 54Q (36725.640000 sec): 3 clusters
  Score: Raw -3609971.233937 + Penalty 4936.400600 = -3605034.833338
  nChanged 8
		SP:Iteration 55Q (36725.960000 sec): 3 clusters
  Score: Raw -3609971.808328 + Penalty 4936.400600 = -3605035.407729
  nChanged 10
		SP:Iteration 56Q (36726.290000 sec): 3 clusters
  Score: Raw -3609972.787259 + Penalty 4936.400600 = -3605036.386659
  nChanged 7
		SP:Iteration 57Q (36726.620000 sec): 3 clusters
  Score: Raw -3609973.297940 + Penalty 4936.400600 = -3605036.897341
  nChanged 6
		SP:Iteration 58Q (36726.940000 sec): 3 clusters
  Score: Raw -3609973.668072 + Penalty 4936.400600 = -3605037.267472
  nChanged 2
		SP:Iteration 59Q (36727.260000 sec): 3 clusters
  Score: Raw -3609973.775962 + Penalty 4936.400600 = -3605037.375362
  nChanged 3
		SP:Iteration 60F (36727.590000 sec): 3 clusters
  Score: Raw -3609973.967296 + Penalty 4936.400600 = -3605037.566696
  nChanged 4
		SP:Iteration 61Q (36727.910000 sec): 3 clusters
  Score: Raw -3609974.270660 + Penalty 4936.400600 = -3605037.870060
  nChanged 4
		SP:Iteration 62Q (36728.240000 sec): 3 clusters
  Score: Raw -3609974.650617 + Penalty 4936.400600 = -3605038.250017
  nChanged 4
		SP:Iteration 63Q (36728.560000 sec): 3 clusters
  Score: Raw -3609974.967264 + Penalty 4936.400600 = -3605038.566664
  nChanged 5
		SP:Iteration 64Q (36728.880000 sec): 3 clusters
  Score: Raw -3609975.342746 + Penalty 4936.400600 = -3605038.942146
  nChanged 5
		SP:Iteration 65Q (36729.200000 sec): 3 clusters
  Score: Raw -3609975.838379 + Penalty 4936.400600 = -3605039.437779
  nChanged 4
		SP:Iteration 66Q (36729.640000 sec): 3 clusters
  Score: Raw -3609976.107516 + Penalty 4936.400600 = -3605039.706916
  nChanged 3
		SP:Iteration 67Q (36729.980000 sec): 3 clusters
  Score: Raw -3609976.319719 + Penalty 4936.400600 = -3605039.919120
  nChanged 4
		SP:Iteration 68Q (36730.340000 sec): 3 clusters
  Score: Raw -3609976.557228 + Penalty 4936.400600 = -3605040.156629
  nChanged 1
		SP:Iteration 69Q (36730.710000 sec): 3 clusters
  Score: Raw -3609976.700324 + Penalty 4936.400600 = -3605040.299724
  nChanged 1
		SP:Iteration 70Q (36731.040000 sec): 3 clusters
  Score: Raw -3609976.747235 + Penalty 4936.400600 = -3605040.346635
  nChanged 0
		SP:Iteration 71F (36731.360000 sec): 3 clusters
  Score: Raw -3609976.747235 + Penalty 4936.400600 = -3605040.346635
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36731.940000 sec): 2 clusters
  Score: Raw -17095224.470623 + Penalty 2845.014485 = -17092379.456138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36732.830000 sec): 3 clusters
  Score: Raw -17034033.501923 + Penalty 5690.028970 = -17028343.472954
  nChanged 45139
		SP:Iteration 1F (36733.720000 sec): 3 clusters
  Score: Raw -17059673.356515 + Penalty 5690.028970 = -17053983.327545
  nChanged 2885
		SP:Iteration 2Q (36734.650000 sec): 3 clusters
  Score: Raw -17060306.325419 + Penalty 5690.028970 = -17054616.296450
  nChanged 2882
		SP:Iteration 3Q (36735.620000 sec): 3 clusters
  Score: Raw -17061035.949166 + Penalty 5690.028970 = -17055345.920197
  nChanged 3139
		SP:Iteration 4Q (36736.500000 sec): 3 clusters
  Score: Raw -17061927.349810 + Penalty 5690.028970 = -17056237.320840
  nChanged 3423
		SP:Iteration 5Q (36737.510000 sec): 3 clusters
  Score: Raw -17063140.411280 + Penalty 5690.028970 = -17057450.382310
  nChanged 4130
		SP:Iteration 6Q (36738.540000 sec): 3 clusters
  Score: Raw -17064993.472656 + Penalty 5690.028970 = -17059303.443687
  nChanged 5006
		SP:Iteration 7F (36739.510000 sec): 3 clusters
  Score: Raw -17067795.415747 + Penalty 5690.028970 = -17062105.386777
  nChanged 6063
		SP:Iteration 8F (36740.480000 sec): 3 clusters
  Score: Raw -17071830.580443 + Penalty 5690.028970 = -17066140.551473
  nChanged 6874
		SP:Iteration 9F (36741.460000 sec): 3 clusters
  Score: Raw -17077007.533499 + Penalty 5690.028970 = -17071317.504529
  nChanged 7026
		SP:Iteration 10F (36742.440000 sec): 3 clusters
  Score: Raw -17082894.540059 + Penalty 5690.028970 = -17077204.511089
  nChanged 6082
		SP:Iteration 11F (36743.390000 sec): 3 clusters
  Score: Raw -17088314.843687 + Penalty 5690.028970 = -17082624.814717
  nChanged 4197
		SP:Iteration 12Q (36744.350000 sec): 3 clusters
  Score: Raw -17092082.559511 + Penalty 5690.028970 = -17086392.530541
  nChanged 2288
		SP:Iteration 13Q (36745.270000 sec): 3 clusters
  Score: Raw -17094093.591302 + Penalty 5690.028970 = -17088403.562332
  nChanged 954
		SP:Iteration 14Q (36746.140000 sec): 3 clusters
  Score: Raw -17094904.580285 + Penalty 5690.028970 = -17089214.551315
  nChanged 315
		SP:Iteration 15Q (36746.980000 sec): 3 clusters
  Score: Raw -17095209.934641 + Penalty 5690.028970 = -17089519.905671
  nChanged 126
		SP:Iteration 16Q (36747.860000 sec): 3 clusters
  Score: Raw -17095350.041012 + Penalty 5690.028970 = -17089660.012042
  nChanged 67
		SP:Iteration 17Q (36748.740000 sec): 3 clusters
  Score: Raw -17095434.182194 + Penalty 5690.028970 = -17089744.153225
  nChanged 47
		SP:Iteration 18Q (36749.620000 sec): 3 clusters
  Score: Raw -17095498.775391 + Penalty 5690.028970 = -17089808.746421
  nChanged 22
		SP:Iteration 19Q (36750.500000 sec): 3 clusters
  Score: Raw -17095525.464153 + Penalty 5690.028970 = -17089835.435183
  nChanged 16
		SP:Iteration 20F (36751.470000 sec): 3 clusters
  Score: Raw -17095548.942956 + Penalty 5690.028970 = -17089858.913986
  nChanged 12
		SP:Iteration 21Q (36752.300000 sec): 3 clusters
  Score: Raw -17095561.437230 + Penalty 5690.028970 = -17089871.408261
  nChanged 6
		SP:Iteration 22Q (36753.140000 sec): 3 clusters
  Score: Raw -17095571.137992 + Penalty 5690.028970 = -17089881.109023
  nChanged 9
		SP:Iteration 23Q (36754.010000 sec): 3 clusters
  Score: Raw -17095584.024858 + Penalty 5690.028970 = -17089893.995888
  nChanged 8
		SP:Iteration 24Q (36754.890000 sec): 3 clusters
  Score: Raw -17095601.315771 + Penalty 5690.028970 = -17089911.286801
  nChanged 14
		SP:Iteration 25Q (36755.820000 sec): 3 clusters
  Score: Raw -17095622.827524 + Penalty 5690.028970 = -17089932.798555
  nChanged 7
		SP:Iteration 26Q (36756.650000 sec): 3 clusters
  Score: Raw -17095632.411939 + Penalty 5690.028970 = -17089942.382970
  nChanged 4
		SP:Iteration 27Q (36757.490000 sec): 3 clusters
  Score: Raw -17095636.595623 + Penalty 5690.028970 = -17089946.566653
  nChanged 1
		SP:Iteration 28Q (36758.330000 sec): 3 clusters
  Score: Raw -17095637.420484 + Penalty 5690.028970 = -17089947.391514
  nChanged 0
		SP:Iteration 29F (36759.290000 sec): 3 clusters
  Score: Raw -17095637.420484 + Penalty 5690.028970 = -17089947.391514
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36759.330000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36759.510000 sec): 3 clusters
  Score: Raw -82546.067716 + Penalty 3110.410262 = -79435.657454
  nChanged 95
		SP:Iteration 1F (36759.690000 sec): 3 clusters
  Score: Raw -82706.767143 + Penalty 3110.410262 = -79596.356881
  nChanged 27
		SP:Iteration 2F (36759.860000 sec): 3 clusters
  Score: Raw -82768.506840 + Penalty 3110.410262 = -79658.096577
  nChanged 11
		SP:Iteration 3Q (36760.040000 sec): 3 clusters
  Score: Raw -82802.642960 + Penalty 3110.410262 = -79692.232698
  nChanged 11
		SP:Iteration 4Q (36760.210000 sec): 3 clusters
  Score: Raw -82825.000650 + Penalty 3110.410262 = -79714.590388
  nChanged 5
		SP:Iteration 5Q (36760.390000 sec): 3 clusters
  Score: Raw -82831.676996 + Penalty 3110.410262 = -79721.266733
  nChanged 1
		SP:Iteration 6Q (36760.570000 sec): 3 clusters
  Score: Raw -82833.221466 + Penalty 3110.410262 = -79722.811204
  nChanged 1
		SP:Iteration 7Q (36760.740000 sec): 3 clusters
  Score: Raw -82835.315441 + Penalty 3110.410262 = -79724.905179
  nChanged 4
		SP:Iteration 8Q (36760.910000 sec): 3 clusters
  Score: Raw -82845.868732 + Penalty 3110.410262 = -79735.458470
  nChanged 4
		SP:Iteration 9Q (36761.090000 sec): 3 clusters
  Score: Raw -82862.784317 + Penalty 3110.410262 = -79752.374054
  nChanged 4
		SP:Iteration 10Q (36761.270000 sec): 3 clusters
  Score: Raw -82874.118428 + Penalty 3110.410262 = -79763.708166
  nChanged 3
		SP:Iteration 11Q (36761.440000 sec): 3 clusters
  Score: Raw -82884.711813 + Penalty 3110.410262 = -79774.301551
  nChanged 3
		SP:Iteration 12Q (36761.620000 sec): 3 clusters
  Score: Raw -82891.055011 + Penalty 3110.410262 = -79780.644749
  nChanged 3
		SP:Iteration 13Q (36761.790000 sec): 3 clusters
  Score: Raw -82896.040607 + Penalty 3110.410262 = -79785.630345
  nChanged 1
		SP:Iteration 14Q (36761.970000 sec): 3 clusters
  Score: Raw -82897.218915 + Penalty 3110.410262 = -79786.808653
  nChanged 0
		SP:Iteration 15F (36762.110000 sec): 3 clusters
  Score: Raw -82897.218915 + Penalty 3110.410262 = -79786.808653
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36762.140000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36762.150000 sec): 3 clusters
  Score: Raw -34389.474819 + Penalty 2645.028521 = -31744.446298
  nChanged 25
		SP:Iteration 1F (36762.150000 sec): 3 clusters
  Score: Raw -34488.742277 + Penalty 2645.028521 = -31843.713755
  nChanged 4
		SP:Iteration 2Q (36762.170000 sec): 3 clusters
  Score: Raw -34501.193765 + Penalty 2645.028521 = -31856.165243
  nChanged 5
		SP:Iteration 3Q (36762.170000 sec): 3 clusters
  Score: Raw -34516.409013 + Penalty 2645.028521 = -31871.380491
  nChanged 0
		SP:Iteration 4F (36762.180000 sec): 3 clusters
  Score: Raw -34516.409013 + Penalty 2645.028521 = -31871.380491
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36762.200000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36762.210000 sec): 3 clusters
  Score: Raw -18264.930055 + Penalty 2331.438261 = -15933.491794
  nChanged 5
		SP:Iteration 1Q (36762.220000 sec): 3 clusters
  Score: Raw -18315.502500 + Penalty 2331.438261 = -15984.064239
  nChanged 2
		SP:Iteration 2Q (36762.220000 sec): 3 clusters
  Score: Raw -18331.893293 + Penalty 2331.438261 = -16000.455032
  nChanged 0
		SP:Iteration 3F (36762.230000 sec): 3 clusters
  Score: Raw -18331.893293 + Penalty 2331.438261 = -16000.455032
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36762.260000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36762.280000 sec): 3 clusters
  Score: Raw -79096.182158 + Penalty 3061.163496 = -76035.018662
  nChanged 69
		SP:Iteration 1F (36762.310000 sec): 3 clusters
  Score: Raw -79237.632130 + Penalty 3061.163496 = -76176.468634
  nChanged 19
		SP:Iteration 2Q (36762.330000 sec): 3 clusters
  Score: Raw -79280.559401 + Penalty 3061.163496 = -76219.395904
  nChanged 7
		SP:Iteration 3Q (36762.350000 sec): 3 clusters
  Score: Raw -79304.967032 + Penalty 3061.163496 = -76243.803535
  nChanged 7
		SP:Iteration 4Q (36762.370000 sec): 3 clusters
  Score: Raw -79325.088673 + Penalty 3061.163496 = -76263.925176
  nChanged 5
		SP:Iteration 5Q (36762.390000 sec): 3 clusters
  Score: Raw -79336.650366 + Penalty 3061.163496 = -76275.486869
  nChanged 1
		SP:Iteration 6Q (36762.420000 sec): 3 clusters
  Score: Raw -79339.577146 + Penalty 3061.163496 = -76278.413649
  nChanged 1
		SP:Iteration 7Q (36762.440000 sec): 3 clusters
  Score: Raw -79341.042089 + Penalty 3061.163496 = -76279.878593
  nChanged 0
		SP:Iteration 8F (36762.460000 sec): 3 clusters
  Score: Raw -79341.042089 + Penalty 3061.163496 = -76279.878593
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36762.500000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36762.520000 sec): 3 clusters
  Score: Raw -132195.415882 + Penalty 3295.965121 = -128899.450761
  nChanged 178
		SP:Iteration 1F (36762.550000 sec): 3 clusters
  Score: Raw -132467.858084 + Penalty 3295.965121 = -129171.892963
  nChanged 41
		SP:Iteration 2F (36762.570000 sec): 3 clusters
  Score: Raw -132543.606604 + Penalty 3295.965121 = -129247.641483
  nChanged 21
		SP:Iteration 3Q (36762.590000 sec): 3 clusters
  Score: Raw -132574.670670 + Penalty 3295.965121 = -129278.705549
  nChanged 12
		SP:Iteration 4Q (36762.620000 sec): 3 clusters
  Score: Raw -132591.254054 + Penalty 3295.965121 = -129295.288933
  nChanged 10
		SP:Iteration 5Q (36762.640000 sec): 3 clusters
  Score: Raw -132606.286310 + Penalty 3295.965121 = -129310.321189
  nChanged 8
		SP:Iteration 6Q (36762.670000 sec): 3 clusters
  Score: Raw -132617.918839 + Penalty 3295.965121 = -129321.953718
  nChanged 8
		SP:Iteration 7Q (36762.690000 sec): 3 clusters
  Score: Raw -132629.781309 + Penalty 3295.965121 = -129333.816188
  nChanged 3
		SP:Iteration 8Q (36762.710000 sec): 3 clusters
  Score: Raw -132635.814317 + Penalty 3295.965121 = -129339.849196
  nChanged 4
		SP:Iteration 9Q (36762.730000 sec): 3 clusters
  Score: Raw -132639.373104 + Penalty 3295.965121 = -129343.407983
  nChanged 4
		SP:Iteration 10Q (36762.760000 sec): 3 clusters
  Score: Raw -132644.752416 + Penalty 3295.965121 = -129348.787295
  nChanged 5
		SP:Iteration 11Q (36762.780000 sec): 3 clusters
  Score: Raw -132649.677092 + Penalty 3295.965121 = -129353.711971
  nChanged 4
		SP:Iteration 12Q (36762.810000 sec): 3 clusters
  Score: Raw -132653.881589 + Penalty 3295.965121 = -129357.916468
  nChanged 3
		SP:Iteration 13Q (36762.830000 sec): 3 clusters
  Score: Raw -132659.113682 + Penalty 3295.965121 = -129363.148561
  nChanged 6
		SP:Iteration 14Q (36762.850000 sec): 3 clusters
  Score: Raw -132668.901916 + Penalty 3295.965121 = -129372.936795
  nChanged 4
		SP:Iteration 15Q (36762.880000 sec): 3 clusters
  Score: Raw -132679.022586 + Penalty 3295.965121 = -129383.057465
  nChanged 4
		SP:Iteration 16Q (36762.900000 sec): 3 clusters
  Score: Raw -132683.753953 + Penalty 3295.965121 = -129387.788832
  nChanged 4
		SP:Iteration 17Q (36762.920000 sec): 3 clusters
  Score: Raw -132689.179745 + Penalty 3295.965121 = -129393.214624
  nChanged 2
		SP:Iteration 18Q (36762.950000 sec): 3 clusters
  Score: Raw -132693.018033 + Penalty 3295.965121 = -129397.052912
  nChanged 1
		SP:Iteration 19Q (36762.970000 sec): 3 clusters
  Score: Raw -132695.463233 + Penalty 3295.965121 = -129399.498112
  nChanged 0
		SP:Iteration 20F (36762.990000 sec): 3 clusters
  Score: Raw -132695.463233 + Penalty 3295.965121 = -129399.498112
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36763.020000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36763.030000 sec): 3 clusters
  Score: Raw -21853.601077 + Penalty 2661.524103 = -19192.076974
  nChanged 29
		SP:Iteration 1F (36763.040000 sec): 3 clusters
  Score: Raw -21930.153651 + Penalty 2661.524103 = -19268.629548
  nChanged 5
		SP:Iteration 2Q (36763.050000 sec): 3 clusters
  Score: Raw -21950.476468 + Penalty 2661.524103 = -19288.952364
  nChanged 2
		SP:Iteration 3Q (36763.050000 sec): 3 clusters
  Score: Raw -21960.679539 + Penalty 2661.524103 = -19299.155436
  nChanged 1
		SP:Iteration 4Q (36763.060000 sec): 3 clusters
  Score: Raw -21962.936432 + Penalty 2661.524103 = -19301.412329
  nChanged 0
		SP:Iteration 5F (36763.070000 sec): 3 clusters
  Score: Raw -21962.936432 + Penalty 2661.524103 = -19301.412329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36763.110000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36763.130000 sec): 3 clusters
  Score: Raw -134289.422671 + Penalty 3288.818959 = -131000.603711
  nChanged 169
		SP:Iteration 1F (36763.150000 sec): 3 clusters
  Score: Raw -134530.214350 + Penalty 3288.818959 = -131241.395390
  nChanged 48
		SP:Iteration 2F (36763.180000 sec): 3 clusters
  Score: Raw -134608.944468 + Penalty 3288.818959 = -131320.125509
  nChanged 22
		SP:Iteration 3Q (36763.270000 sec): 3 clusters
  Score: Raw -134654.621004 + Penalty 3288.818959 = -131365.802044
  nChanged 19
		SP:Iteration 4Q (36763.290000 sec): 3 clusters
  Score: Raw -134675.884541 + Penalty 3288.818959 = -131387.065582
  nChanged 4
		SP:Iteration 5Q (36763.310000 sec): 3 clusters
  Score: Raw -134685.402331 + Penalty 3288.818959 = -131396.583372
  nChanged 2
		SP:Iteration 6Q (36763.330000 sec): 3 clusters
  Score: Raw -134689.846612 + Penalty 3288.818959 = -131401.027653
  nChanged 1
		SP:Iteration 7Q (36763.360000 sec): 3 clusters
  Score: Raw -134691.380656 + Penalty 3288.818959 = -131402.561697
  nChanged 2
		SP:Iteration 8Q (36763.380000 sec): 3 clusters
  Score: Raw -134695.289548 + Penalty 3288.818959 = -131406.470589
  nChanged 3
		SP:Iteration 9Q (36763.410000 sec): 3 clusters
  Score: Raw -134698.451465 + Penalty 3288.818959 = -131409.632506
  nChanged 1
		SP:Iteration 10Q (36763.430000 sec): 3 clusters
  Score: Raw -134700.366471 + Penalty 3288.818959 = -131411.547512
  nChanged 2
		SP:Iteration 11Q (36763.450000 sec): 3 clusters
  Score: Raw -134705.878186 + Penalty 3288.818959 = -131417.059227
  nChanged 1
		SP:Iteration 12Q (36763.470000 sec): 3 clusters
  Score: Raw -134709.548539 + Penalty 3288.818959 = -131420.729580
  nChanged 1
		SP:Iteration 13Q (36763.500000 sec): 3 clusters
  Score: Raw -134710.508030 + Penalty 3288.818959 = -131421.689071
  nChanged 0
		SP:Iteration 14F (36763.520000 sec): 3 clusters
  Score: Raw -134710.508030 + Penalty 3288.818959 = -131421.689071
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36763.580000 sec): 2 clusters
  Score: Raw -270671.098203 + Penalty 1823.246368 = -268847.851836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36763.620000 sec): 3 clusters
  Score: Raw -270185.517209 + Penalty 3646.492735 = -266539.024474
  nChanged 487
		SP:Iteration 1F (36763.660000 sec): 3 clusters
  Score: Raw -270629.322471 + Penalty 3646.492735 = -266982.829736
  nChanged 129
		SP:Iteration 2F (36763.710000 sec): 3 clusters
  Score: Raw -270767.080156 + Penalty 3646.492735 = -267120.587421
  nChanged 77
		SP:Iteration 3Q (36763.750000 sec): 3 clusters
  Score: Raw -270852.903963 + Penalty 3646.492735 = -267206.411228
  nChanged 55
		SP:Iteration 4Q (36763.790000 sec): 3 clusters
  Score: Raw -270924.476868 + Penalty 3646.492735 = -267277.984132
  nChanged 49
		SP:Iteration 5Q (36763.830000 sec): 3 clusters
  Score: Raw -270986.947799 + Penalty 3646.492735 = -267340.455064
  nChanged 35
		SP:Iteration 6Q (36763.870000 sec): 3 clusters
  Score: Raw -271026.523988 + Penalty 3646.492735 = -267380.031252
  nChanged 28
		SP:Iteration 7Q (36763.910000 sec): 3 clusters
  Score: Raw -271062.175466 + Penalty 3646.492735 = -267415.682731
  nChanged 19
		SP:Iteration 8Q (36763.950000 sec): 3 clusters
  Score: Raw -271082.097916 + Penalty 3646.492735 = -267435.605181
  nChanged 12
		SP:Iteration 9Q (36763.990000 sec): 3 clusters
  Score: Raw -271092.005923 + Penalty 3646.492735 = -267445.513188
  nChanged 16
		SP:Iteration 10Q (36764.030000 sec): 3 clusters
  Score: Raw -271103.556819 + Penalty 3646.492735 = -267457.064084
  nChanged 10
		SP:Iteration 11Q (36764.070000 sec): 3 clusters
  Score: Raw -271111.868772 + Penalty 3646.492735 = -267465.376037
  nChanged 6
		SP:Iteration 12Q (36764.110000 sec): 3 clusters
  Score: Raw -271117.472692 + Penalty 3646.492735 = -267470.979957
  nChanged 10
		SP:Iteration 13Q (36764.150000 sec): 3 clusters
  Score: Raw -271127.818954 + Penalty 3646.492735 = -267481.326219
  nChanged 12
		SP:Iteration 14Q (36764.190000 sec): 3 clusters
  Score: Raw -271139.110072 + Penalty 3646.492735 = -267492.617337
  nChanged 14
		SP:Iteration 15Q (36764.230000 sec): 3 clusters
  Score: Raw -271150.791311 + Penalty 3646.492735 = -267504.298576
  nChanged 8
		SP:Iteration 16Q (36764.380000 sec): 3 clusters
  Score: Raw -271158.874490 + Penalty 3646.492735 = -267512.381755
  nChanged 7
		SP:Iteration 17Q (36764.560000 sec): 3 clusters
  Score: Raw -271165.104242 + Penalty 3646.492735 = -267518.611506
  nChanged 5
		SP:Iteration 18Q (36764.730000 sec): 3 clusters
  Score: Raw -271172.011240 + Penalty 3646.492735 = -267525.518505
  nChanged 6
		SP:Iteration 19Q (36764.910000 sec): 3 clusters
  Score: Raw -271177.886155 + Penalty 3646.492735 = -267531.393420
  nChanged 9
		SP:Iteration 20F (36765.080000 sec): 3 clusters
  Score: Raw -271188.560566 + Penalty 3646.492735 = -267542.067831
  nChanged 7
		SP:Iteration 21Q (36765.260000 sec): 3 clusters
  Score: Raw -271193.343672 + Penalty 3646.492735 = -267546.850937
  nChanged 5
		SP:Iteration 22Q (36765.430000 sec): 3 clusters
  Score: Raw -271198.978399 + Penalty 3646.492735 = -267552.485664
  nChanged 6
		SP:Iteration 23Q (36765.610000 sec): 3 clusters
  Score: Raw -271208.803033 + Penalty 3646.492735 = -267562.310298
  nChanged 6
		SP:Iteration 24Q (36765.790000 sec): 3 clusters
  Score: Raw -271216.279361 + Penalty 3646.492735 = -267569.786626
  nChanged 9
		SP:Iteration 25Q (36765.960000 sec): 3 clusters
  Score: Raw -271224.622474 + Penalty 3646.492735 = -267578.129739
  nChanged 7
		SP:Iteration 26Q (36766.140000 sec): 3 clusters
  Score: Raw -271235.731082 + Penalty 3646.492735 = -267589.238347
  nChanged 6
		SP:Iteration 27Q (36766.310000 sec): 3 clusters
  Score: Raw -271243.971297 + Penalty 3646.492735 = -267597.478562
  nChanged 6
		SP:Iteration 28Q (36766.490000 sec): 3 clusters
  Score: Raw -271250.637845 + Penalty 3646.492735 = -267604.145110
  nChanged 6
		SP:Iteration 29Q (36766.670000 sec): 3 clusters
  Score: Raw -271256.570848 + Penalty 3646.492735 = -267610.078113
  nChanged 5
		SP:Iteration 30Q (36766.840000 sec): 3 clusters
  Score: Raw -271259.769332 + Penalty 3646.492735 = -267613.276597
  nChanged 1
		SP:Iteration 31Q (36767.020000 sec): 3 clusters
  Score: Raw -271260.362989 + Penalty 3646.492735 = -267613.870253
  nChanged 2
		SP:Iteration 32Q (36767.190000 sec): 3 clusters
  Score: Raw -271261.845143 + Penalty 3646.492735 = -267615.352408
  nChanged 1
		SP:Iteration 33Q (36767.350000 sec): 3 clusters
  Score: Raw -271262.319922 + Penalty 3646.492735 = -267615.827187
  nChanged 1
		SP:Iteration 34Q (36767.510000 sec): 3 clusters
  Score: Raw -271262.561301 + Penalty 3646.492735 = -267616.068565
  nChanged 0
		SP:Iteration 35F (36767.670000 sec): 3 clusters
  Score: Raw -271262.561301 + Penalty 3646.492735 = -267616.068565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36767.790000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36767.910000 sec): 3 clusters
  Score: Raw -60009.938851 + Penalty 2975.472535 = -57034.466316
  nChanged 63
		SP:Iteration 1F (36768.090000 sec): 3 clusters
  Score: Raw -60169.726216 + Penalty 2975.472535 = -57194.253681
  nChanged 15
		SP:Iteration 2Q (36768.270000 sec): 3 clusters
  Score: Raw -60208.398855 + Penalty 2975.472535 = -57232.926320
  nChanged 4
		SP:Iteration 3Q (36768.440000 sec): 3 clusters
  Score: Raw -60218.594603 + Penalty 2975.472535 = -57243.122069
  nChanged 1
		SP:Iteration 4Q (36768.620000 sec): 3 clusters
  Score: Raw -60220.873404 + Penalty 2975.472535 = -57245.400869
  nChanged 1
		SP:Iteration 5Q (36768.790000 sec): 3 clusters
  Score: Raw -60223.026952 + Penalty 2975.472535 = -57247.554417
  nChanged 0
		SP:Iteration 6F (36768.970000 sec): 3 clusters
  Score: Raw -60223.026952 + Penalty 2975.472535 = -57247.554417
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36769.110000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36769.280000 sec): 3 clusters
  Score: Raw -185344.953351 + Penalty 3484.225919 = -181860.727432
  nChanged 292
		SP:Iteration 1F (36769.460000 sec): 3 clusters
  Score: Raw -185710.670490 + Penalty 3484.225919 = -182226.444571
  nChanged 90
		SP:Iteration 2F (36769.630000 sec): 3 clusters
  Score: Raw -185886.381062 + Penalty 3484.225919 = -182402.155142
  nChanged 68
		SP:Iteration 3F (36769.810000 sec): 3 clusters
  Score: Raw -186038.791526 + Penalty 3484.225919 = -182554.565607
  nChanged 50
		SP:Iteration 4Q (36769.990000 sec): 3 clusters
  Score: Raw -186181.830320 + Penalty 3484.225919 = -182697.604400
  nChanged 37
		SP:Iteration 5Q (36770.160000 sec): 3 clusters
  Score: Raw -186264.040317 + Penalty 3484.225919 = -182779.814398
  nChanged 42
		SP:Iteration 6Q (36770.340000 sec): 3 clusters
  Score: Raw -186352.410529 + Penalty 3484.225919 = -182868.184610
  nChanged 42
		SP:Iteration 7Q (36770.510000 sec): 3 clusters
  Score: Raw -186423.374910 + Penalty 3484.225919 = -182939.148991
  nChanged 16
		SP:Iteration 8Q (36770.690000 sec): 3 clusters
  Score: Raw -186446.020742 + Penalty 3484.225919 = -182961.794823
  nChanged 15
		SP:Iteration 9Q (36770.870000 sec): 3 clusters
  Score: Raw -186472.935429 + Penalty 3484.225919 = -182988.709510
  nChanged 11
		SP:Iteration 10Q (36771.040000 sec): 3 clusters
  Score: Raw -186498.758408 + Penalty 3484.225919 = -183014.532489
  nChanged 10
		SP:Iteration 11Q (36771.220000 sec): 3 clusters
  Score: Raw -186525.117705 + Penalty 3484.225919 = -183040.891786
  nChanged 11
		SP:Iteration 12Q (36771.440000 sec): 3 clusters
  Score: Raw -186543.071529 + Penalty 3484.225919 = -183058.845610
  nChanged 11
		SP:Iteration 13Q (36771.610000 sec): 3 clusters
  Score: Raw -186561.014399 + Penalty 3484.225919 = -183076.788480
  nChanged 17
		SP:Iteration 14Q (36771.770000 sec): 3 clusters
  Score: Raw -186584.963027 + Penalty 3484.225919 = -183100.737108
  nChanged 10
		SP:Iteration 15Q (36771.940000 sec): 3 clusters
  Score: Raw -186598.044028 + Penalty 3484.225919 = -183113.818109
  nChanged 6
		SP:Iteration 16Q (36772.100000 sec): 3 clusters
  Score: Raw -186606.053904 + Penalty 3484.225919 = -183121.827985
  nChanged 10
		SP:Iteration 17Q (36772.270000 sec): 3 clusters
  Score: Raw -186618.136764 + Penalty 3484.225919 = -183133.910845
  nChanged 8
		SP:Iteration 18Q (36772.430000 sec): 3 clusters
  Score: Raw -186631.031143 + Penalty 3484.225919 = -183146.805224
  nChanged 10
		SP:Iteration 19Q (36772.600000 sec): 3 clusters
  Score: Raw -186648.022810 + Penalty 3484.225919 = -183163.796891
  nChanged 9
		SP:Iteration 20F (36772.670000 sec): 3 clusters
  Score: Raw -186664.270413 + Penalty 3484.225919 = -183180.044494
  nChanged 6
		SP:Iteration 21Q (36772.700000 sec): 3 clusters
  Score: Raw -186676.797463 + Penalty 3484.225919 = -183192.571544
  nChanged 2
		SP:Iteration 22Q (36772.730000 sec): 3 clusters
  Score: Raw -186680.000596 + Penalty 3484.225919 = -183195.774676
  nChanged 2
		SP:Iteration 23Q (36772.760000 sec): 3 clusters
  Score: Raw -186682.131376 + Penalty 3484.225919 = -183197.905457
  nChanged 1
		SP:Iteration 24Q (36772.790000 sec): 3 clusters
  Score: Raw -186683.280825 + Penalty 3484.225919 = -183199.054906
  nChanged 1
		SP:Iteration 25Q (36772.830000 sec): 3 clusters
  Score: Raw -186684.318269 + Penalty 3484.225919 = -183200.092350
  nChanged 1
		SP:Iteration 26Q (36772.860000 sec): 3 clusters
  Score: Raw -186685.731256 + Penalty 3484.225919 = -183201.505337
  nChanged 0
		SP:Iteration 27F (36772.890000 sec): 3 clusters
  Score: Raw -186685.731256 + Penalty 3484.225919 = -183201.505337
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36773.570000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36774.580000 sec): 3 clusters
  Score: Raw -19044231.970476 + Penalty 5708.960592 = -19038523.009884
  nChanged 47056
		SP:Iteration 1F (36775.630000 sec): 3 clusters
  Score: Raw -19071060.971208 + Penalty 5708.960592 = -19065352.010616
  nChanged 3046
		SP:Iteration 2Q (36776.730000 sec): 3 clusters
  Score: Raw -19071726.530213 + Penalty 5708.960592 = -19066017.569621
  nChanged 2986
		SP:Iteration 3Q (36777.820000 sec): 3 clusters
  Score: Raw -19072487.192773 + Penalty 5708.960592 = -19066778.232181
  nChanged 3260
		SP:Iteration 4Q (36778.920000 sec): 3 clusters
  Score: Raw -19073519.030985 + Penalty 5708.960592 = -19067810.070393
  nChanged 3745
		SP:Iteration 5Q (36780.020000 sec): 3 clusters
  Score: Raw -19074993.968193 + Penalty 5708.960592 = -19069285.007601
  nChanged 4322
		SP:Iteration 6Q (36781.120000 sec): 3 clusters
  Score: Raw -19077147.916160 + Penalty 5708.960592 = -19071438.955568
  nChanged 5350
		SP:Iteration 7F (36782.140000 sec): 3 clusters
  Score: Raw -19080487.186215 + Penalty 5708.960592 = -19074778.225623
  nChanged 6441
		SP:Iteration 8F (36783.150000 sec): 3 clusters
  Score: Raw -19085328.169115 + Penalty 5708.960592 = -19079619.208523
  nChanged 7104
		SP:Iteration 9F (36784.130000 sec): 3 clusters
  Score: Raw -19091388.511630 + Penalty 5708.960592 = -19085679.551038
  nChanged 6667
		SP:Iteration 10F (36785.180000 sec): 3 clusters
  Score: Raw -19097431.391402 + Penalty 5708.960592 = -19091722.430810
  nChanged 5280
		SP:Iteration 11F (36786.150000 sec): 3 clusters
  Score: Raw -19102200.131228 + Penalty 5708.960592 = -19096491.170636
  nChanged 3340
		SP:Iteration 12Q (36787.070000 sec): 3 clusters
  Score: Raw -19105129.689044 + Penalty 5708.960592 = -19099420.728452
  nChanged 1864
		SP:Iteration 13Q (36788.040000 sec): 3 clusters
  Score: Raw -19106699.329301 + Penalty 5708.960592 = -19100990.368709
  nChanged 961
		SP:Iteration 14Q (36788.840000 sec): 3 clusters
  Score: Raw -19107512.552257 + Penalty 5708.960592 = -19101803.591665
  nChanged 475
		SP:Iteration 15Q (36789.660000 sec): 3 clusters
  Score: Raw -19107933.980869 + Penalty 5708.960592 = -19102225.020277
  nChanged 255
		SP:Iteration 16Q (36790.510000 sec): 3 clusters
  Score: Raw -19108143.790718 + Penalty 5708.960592 = -19102434.830126
  nChanged 151
		SP:Iteration 17Q (36791.320000 sec): 3 clusters
  Score: Raw -19108263.175908 + Penalty 5708.960592 = -19102554.215316
  nChanged 119
		SP:Iteration 18Q (36792.170000 sec): 3 clusters
  Score: Raw -19108345.004806 + Penalty 5708.960592 = -19102636.044214
  nChanged 75
		SP:Iteration 19Q (36792.980000 sec): 3 clusters
  Score: Raw -19108398.388532 + Penalty 5708.960592 = -19102689.427940
  nChanged 62
		SP:Iteration 20F (36793.920000 sec): 3 clusters
  Score: Raw -19108442.385349 + Penalty 5708.960592 = -19102733.424757
  nChanged 54
		SP:Iteration 21Q (36794.740000 sec): 3 clusters
  Score: Raw -19108478.586382 + Penalty 5708.960592 = -19102769.625790
  nChanged 43
		SP:Iteration 22Q (36795.550000 sec): 3 clusters
  Score: Raw -19108504.073535 + Penalty 5708.960592 = -19102795.112943
  nChanged 25
		SP:Iteration 23Q (36796.430000 sec): 3 clusters
  Score: Raw -19108520.167793 + Penalty 5708.960592 = -19102811.207201
  nChanged 12
		SP:Iteration 24Q (36797.310000 sec): 3 clusters
  Score: Raw -19108530.110624 + Penalty 5708.960592 = -19102821.150032
  nChanged 16
		SP:Iteration 25Q (36798.230000 sec): 3 clusters
  Score: Raw -19108538.835248 + Penalty 5708.960592 = -19102829.874656
  nChanged 10
		SP:Iteration 26Q (36799.080000 sec): 3 clusters
  Score: Raw -19108544.328195 + Penalty 5708.960592 = -19102835.367603
  nChanged 8
		SP:Iteration 27Q (36800.000000 sec): 3 clusters
  Score: Raw -19108548.195671 + Penalty 5708.960592 = -19102839.235079
  nChanged 7
		SP:Iteration 28Q (36800.880000 sec): 3 clusters
  Score: Raw -19108553.022828 + Penalty 5708.960592 = -19102844.062236
  nChanged 9
		SP:Iteration 29Q (36801.760000 sec): 3 clusters
  Score: Raw -19108557.526072 + Penalty 5708.960592 = -19102848.565480
  nChanged 5
		SP:Iteration 30Q (36802.680000 sec): 3 clusters
  Score: Raw -19108560.203406 + Penalty 5708.960592 = -19102851.242814
  nChanged 7
		SP:Iteration 31Q (36803.540000 sec): 3 clusters
  Score: Raw -19108563.789203 + Penalty 5708.960592 = -19102854.828611
  nChanged 3
		SP:Iteration 32Q (36804.430000 sec): 3 clusters
  Score: Raw -19108564.773130 + Penalty 5708.960592 = -19102855.812538
  nChanged 0
		SP:Iteration 33F (36805.440000 sec): 3 clusters
  Score: Raw -19108564.773130 + Penalty 5708.960592 = -19102855.812538
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36805.520000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36805.690000 sec): 3 clusters
  Score: Raw -50652.393945 + Penalty 2829.076107 = -47823.317838
  nChanged 26
		SP:Iteration 1F (36805.870000 sec): 3 clusters
  Score: Raw -50718.062880 + Penalty 2829.076107 = -47888.986772
  nChanged 7
		SP:Iteration 2Q (36806.010000 sec): 3 clusters
  Score: Raw -50760.311791 + Penalty 2829.076107 = -47931.235684
  nChanged 6
		SP:Iteration 3Q (36806.020000 sec): 3 clusters
  Score: Raw -50847.488971 + Penalty 2829.076107 = -48018.412864
  nChanged 5
		SP:Iteration 4Q (36806.020000 sec): 3 clusters
  Score: Raw -50864.143129 + Penalty 2829.076107 = -48035.067021
  nChanged 0
		SP:Iteration 5F (36806.040000 sec): 3 clusters
  Score: Raw -50864.143129 + Penalty 2829.076107 = -48035.067021
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36806.060000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36806.070000 sec): 3 clusters
  Score: Raw -27368.588346 + Penalty 2570.164641 = -24798.423705
  nChanged 15
		SP:Iteration 1F (36806.080000 sec): 3 clusters
  Score: Raw -27454.526874 + Penalty 2570.164641 = -24884.362233
  nChanged 5
		SP:Iteration 2Q (36806.090000 sec): 3 clusters
  Score: Raw -27483.992038 + Penalty 2570.164641 = -24913.827397
  nChanged 2
		SP:Iteration 3Q (36806.100000 sec): 3 clusters
  Score: Raw -27492.923117 + Penalty 2570.164641 = -24922.758476
  nChanged 0
		SP:Iteration 4F (36806.100000 sec): 3 clusters
  Score: Raw -27492.923117 + Penalty 2570.164641 = -24922.758476
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36806.130000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36806.140000 sec): 3 clusters
  Score: Raw -47997.290658 + Penalty 2810.547637 = -45186.743020
  nChanged 30
		SP:Iteration 1F (36806.160000 sec): 3 clusters
  Score: Raw -48112.805298 + Penalty 2810.547637 = -45302.257661
  nChanged 10
		SP:Iteration 2Q (36806.170000 sec): 3 clusters
  Score: Raw -48149.559977 + Penalty 2810.547637 = -45339.012339
  nChanged 1
		SP:Iteration 3Q (36806.180000 sec): 3 clusters
  Score: Raw -48152.833040 + Penalty 2810.547637 = -45342.285403
  nChanged 1
		SP:Iteration 4Q (36806.190000 sec): 3 clusters
  Score: Raw -48156.464758 + Penalty 2810.547637 = -45345.917121
  nChanged 1
		SP:Iteration 5Q (36806.200000 sec): 3 clusters
  Score: Raw -48158.057549 + Penalty 2810.547637 = -45347.509912
  nChanged 0
		SP:Iteration 6F (36806.210000 sec): 3 clusters
  Score: Raw -48158.057549 + Penalty 2810.547637 = -45347.509912
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36806.240000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36806.260000 sec): 3 clusters
  Score: Raw -45053.380254 + Penalty 2927.706133 = -42125.674121
  nChanged 70
		SP:Iteration 1F (36806.260000 sec): 3 clusters
  Score: Raw -45200.823814 + Penalty 2927.706133 = -42273.117681
  nChanged 17
		SP:Iteration 2Q (36806.280000 sec): 3 clusters
  Score: Raw -45247.631514 + Penalty 2927.706133 = -42319.925380
  nChanged 9
		SP:Iteration 3Q (36806.300000 sec): 3 clusters
  Score: Raw -45283.356139 + Penalty 2927.706133 = -42355.650006
  nChanged 4
		SP:Iteration 4Q (36806.310000 sec): 3 clusters
  Score: Raw -45289.771821 + Penalty 2927.706133 = -42362.065687
  nChanged 3
		SP:Iteration 5Q (36806.330000 sec): 3 clusters
  Score: Raw -45293.573463 + Penalty 2927.706133 = -42365.867330
  nChanged 4
		SP:Iteration 6Q (36806.340000 sec): 3 clusters
  Score: Raw -45297.172198 + Penalty 2927.706133 = -42369.466065
  nChanged 2
		SP:Iteration 7Q (36806.360000 sec): 3 clusters
  Score: Raw -45310.011171 + Penalty 2927.706133 = -42382.305037
  nChanged 2
		SP:Iteration 8Q (36806.370000 sec): 3 clusters
  Score: Raw -45313.077946 + Penalty 2927.706133 = -42385.371812
  nChanged 5
		SP:Iteration 9Q (36806.390000 sec): 3 clusters
  Score: Raw -45332.506753 + Penalty 2927.706133 = -42404.800620
  nChanged 7
		SP:Iteration 10Q (36806.400000 sec): 3 clusters
  Score: Raw -45350.036637 + Penalty 2927.706133 = -42422.330504
  nChanged 2
		SP:Iteration 11Q (36806.420000 sec): 3 clusters
  Score: Raw -45351.820058 + Penalty 2927.706133 = -42424.113924
  nChanged 0
		SP:Iteration 12F (36806.430000 sec): 3 clusters
  Score: Raw -45351.820058 + Penalty 2927.706133 = -42424.113924
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36806.660000 sec): 2 clusters
  Score: Raw -2769343.103578 + Penalty 2402.978050 = -2766940.125528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36806.920000 sec): 3 clusters
  Score: Raw -2760055.435318 + Penalty 4805.956099 = -2755249.479219
  nChanged 7033
		SP:Iteration 1F (36807.220000 sec): 3 clusters
  Score: Raw -2763837.569566 + Penalty 4805.956099 = -2759031.613466
  nChanged 914
		SP:Iteration 2F (36807.530000 sec): 3 clusters
  Score: Raw -2764254.032658 + Penalty 4805.956099 = -2759448.076558
  nChanged 842
		SP:Iteration 3F (36807.830000 sec): 3 clusters
  Score: Raw -2764615.817356 + Penalty 4805.956099 = -2759809.861256
  nChanged 719
		SP:Iteration 4Q (36808.140000 sec): 3 clusters
  Score: Raw -2764919.466028 + Penalty 4805.956099 = -2760113.509929
  nChanged 704
		SP:Iteration 5Q (36808.440000 sec): 3 clusters
  Score: Raw -2765236.555987 + Penalty 4805.956099 = -2760430.599888
  nChanged 719
		SP:Iteration 6Q (36808.750000 sec): 3 clusters
  Score: Raw -2765571.158472 + Penalty 4805.956099 = -2760765.202372
  nChanged 751
		SP:Iteration 7Q (36809.050000 sec): 3 clusters
  Score: Raw -2765962.521035 + Penalty 4805.956099 = -2761156.564936
  nChanged 754
		SP:Iteration 8Q (36809.360000 sec): 3 clusters
  Score: Raw -2766432.481079 + Penalty 4805.956099 = -2761626.524979
  nChanged 824
		SP:Iteration 9F (36809.660000 sec): 3 clusters
  Score: Raw -2767034.101194 + Penalty 4805.956099 = -2762228.145095
  nChanged 834
		SP:Iteration 10F (36809.960000 sec): 3 clusters
  Score: Raw -2767770.198866 + Penalty 4805.956099 = -2762964.242766
  nChanged 748
		SP:Iteration 11Q (36810.280000 sec): 3 clusters
  Score: Raw -2768507.145722 + Penalty 4805.956099 = -2763701.189622
  nChanged 554
		SP:Iteration 12Q (36810.590000 sec): 3 clusters
  Score: Raw -2769073.383289 + Penalty 4805.956099 = -2764267.427190
  nChanged 368
		SP:Iteration 13Q (36810.900000 sec): 3 clusters
  Score: Raw -2769422.586008 + Penalty 4805.956099 = -2764616.629908
  nChanged 225
		SP:Iteration 14Q (36811.210000 sec): 3 clusters
  Score: Raw -2769647.482569 + Penalty 4805.956099 = -2764841.526469
  nChanged 158
		SP:Iteration 15Q (36811.520000 sec): 3 clusters
  Score: Raw -2769821.469256 + Penalty 4805.956099 = -2765015.513157
  nChanged 104
		SP:Iteration 16Q (36811.780000 sec): 3 clusters
  Score: Raw -2769931.869753 + Penalty 4805.956099 = -2765125.913654
  nChanged 54
		SP:Iteration 17Q (36812.050000 sec): 3 clusters
  Score: Raw -2769986.385186 + Penalty 4805.956099 = -2765180.429087
  nChanged 41
		SP:Iteration 18Q (36812.360000 sec): 3 clusters
  Score: Raw -2770028.661644 + Penalty 4805.956099 = -2765222.705544
  nChanged 28
		SP:Iteration 19Q (36812.620000 sec): 3 clusters
  Score: Raw -2770053.072673 + Penalty 4805.956099 = -2765247.116573
  nChanged 21
		SP:Iteration 20F (36812.930000 sec): 3 clusters
  Score: Raw -2770072.203285 + Penalty 4805.956099 = -2765266.247186
  nChanged 13
		SP:Iteration 21Q (36813.200000 sec): 3 clusters
  Score: Raw -2770082.922529 + Penalty 4805.956099 = -2765276.966429
  nChanged 14
		SP:Iteration 22Q (36813.460000 sec): 3 clusters
  Score: Raw -2770094.417261 + Penalty 4805.956099 = -2765288.461162
  nChanged 9
		SP:Iteration 23Q (36813.720000 sec): 3 clusters
  Score: Raw -2770103.396085 + Penalty 4805.956099 = -2765297.439986
  nChanged 9
		SP:Iteration 24Q (36813.990000 sec): 3 clusters
  Score: Raw -2770111.045091 + Penalty 4805.956099 = -2765305.088991
  nChanged 11
		SP:Iteration 25Q (36814.250000 sec): 3 clusters
  Score: Raw -2770120.304270 + Penalty 4805.956099 = -2765314.348171
  nChanged 8
		SP:Iteration 26Q (36814.510000 sec): 3 clusters
  Score: Raw -2770126.734077 + Penalty 4805.956099 = -2765320.777978
  nChanged 3
		SP:Iteration 27Q (36814.780000 sec): 3 clusters
  Score: Raw -2770128.168314 + Penalty 4805.956099 = -2765322.212215
  nChanged 2
		SP:Iteration 28Q (36815.040000 sec): 3 clusters
  Score: Raw -2770129.078351 + Penalty 4805.956099 = -2765323.122252
  nChanged 1
		SP:Iteration 29Q (36815.300000 sec): 3 clusters
  Score: Raw -2770130.916816 + Penalty 4805.956099 = -2765324.960717
  nChanged 2
		SP:Iteration 30Q (36815.560000 sec): 3 clusters
  Score: Raw -2770134.326927 + Penalty 4805.956099 = -2765328.370827
  nChanged 4
		SP:Iteration 31Q (36815.830000 sec): 3 clusters
  Score: Raw -2770140.549832 + Penalty 4805.956099 = -2765334.593733
  nChanged 4
		SP:Iteration 32Q (36816.090000 sec): 3 clusters
  Score: Raw -2770144.211821 + Penalty 4805.956099 = -2765338.255722
  nChanged 4
		SP:Iteration 33Q (36816.350000 sec): 3 clusters
  Score: Raw -2770147.006172 + Penalty 4805.956099 = -2765341.050073
  nChanged 5
		SP:Iteration 34Q (36816.620000 sec): 3 clusters
  Score: Raw -2770153.578253 + Penalty 4805.956099 = -2765347.622153
  nChanged 8
		SP:Iteration 35Q (36816.880000 sec): 3 clusters
  Score: Raw -2770164.780551 + Penalty 4805.956099 = -2765358.824452
  nChanged 7
		SP:Iteration 36Q (36817.140000 sec): 3 clusters
  Score: Raw -2770169.476852 + Penalty 4805.956099 = -2765363.520753
  nChanged 1
		SP:Iteration 37Q (36817.400000 sec): 3 clusters
  Score: Raw -2770170.104044 + Penalty 4805.956099 = -2765364.147945
  nChanged 0
		SP:Iteration 38F (36817.710000 sec): 3 clusters
  Score: Raw -2770170.104044 + Penalty 4805.956099 = -2765364.147945
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36817.800000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36817.970000 sec): 3 clusters
  Score: Raw -18918.102290 + Penalty 2686.385799 = -16231.716490
  nChanged 32
		SP:Iteration 1F (36818.150000 sec): 3 clusters
  Score: Raw -19061.213629 + Penalty 2686.385799 = -16374.827829
  nChanged 9
		SP:Iteration 2Q (36818.330000 sec): 3 clusters
  Score: Raw -19109.025395 + Penalty 2686.385799 = -16422.639595
  nChanged 5
		SP:Iteration 3Q (36818.500000 sec): 3 clusters
  Score: Raw -19137.929319 + Penalty 2686.385799 = -16451.543520
  nChanged 7
		SP:Iteration 4Q (36818.680000 sec): 3 clusters
  Score: Raw -19191.367751 + Penalty 2686.385799 = -16504.981952
  nChanged 2
		SP:Iteration 5Q (36818.830000 sec): 3 clusters
  Score: Raw -19197.809996 + Penalty 2686.385799 = -16511.424197
  nChanged 1
		SP:Iteration 6Q (36818.990000 sec): 3 clusters
  Score: Raw -19201.189618 + Penalty 2686.385799 = -16514.803818
  nChanged 0
		SP:Iteration 7F (36819.150000 sec): 3 clusters
  Score: Raw -19201.189618 + Penalty 2686.385799 = -16514.803818
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36819.240000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36819.410000 sec): 3 clusters
  Score: Raw -25102.446307 + Penalty 2575.706598 = -22526.739708
  nChanged 15
		SP:Iteration 1F (36819.590000 sec): 3 clusters
  Score: Raw -25214.526304 + Penalty 2575.706598 = -22638.819706
  nChanged 5
		SP:Iteration 2Q (36819.770000 sec): 3 clusters
  Score: Raw -25261.553944 + Penalty 2575.706598 = -22685.847346
  nChanged 3
		SP:Iteration 3Q (36819.940000 sec): 3 clusters
  Score: Raw -25283.354642 + Penalty 2575.706598 = -22707.648044
  nChanged 5
		SP:Iteration 4Q (36820.120000 sec): 3 clusters
  Score: Raw -25319.455689 + Penalty 2575.706598 = -22743.749090
  nChanged 5
		SP:Iteration 5Q (36820.290000 sec): 3 clusters
  Score: Raw -25386.156640 + Penalty 2575.706598 = -22810.450042
  nChanged 5
		SP:Iteration 6Q (36820.470000 sec): 3 clusters
  Score: Raw -25456.621995 + Penalty 2575.706598 = -22880.915397
  nChanged 2
		SP:Iteration 7Q (36820.650000 sec): 3 clusters
  Score: Raw -25468.856138 + Penalty 2575.706598 = -22893.149540
  nChanged 1
		SP:Iteration 8Q (36820.820000 sec): 3 clusters
  Score: Raw -25479.009373 + Penalty 2575.706598 = -22903.302775
  nChanged 1
		SP:Iteration 9Q (36821.000000 sec): 3 clusters
  Score: Raw -25482.027354 + Penalty 2575.706598 = -22906.320756
  nChanged 1
		SP:Iteration 10Q (36821.170000 sec): 3 clusters
  Score: Raw -25488.095737 + Penalty 2575.706598 = -22912.389139
  nChanged 0
		SP:Iteration 11F (36821.350000 sec): 3 clusters
  Score: Raw -25488.095737 + Penalty 2575.706598 = -22912.389139
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36821.440000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36821.610000 sec): 3 clusters
  Score: Raw -20217.227771 + Penalty 2544.429763 = -17672.798008
  nChanged 29
		SP:Iteration 1F (36821.790000 sec): 3 clusters
  Score: Raw -20563.011415 + Penalty 2544.429763 = -18018.581652
  nChanged 12
		SP:Iteration 2F (36821.970000 sec): 3 clusters
  Score: Raw -20765.905192 + Penalty 2544.429763 = -18221.475430
  nChanged 8
		SP:Iteration 3Q (36822.140000 sec): 3 clusters
  Score: Raw -20853.870580 + Penalty 2544.429763 = -18309.440817
  nChanged 4
		SP:Iteration 4Q (36822.310000 sec): 3 clusters
  Score: Raw -20913.224674 + Penalty 2544.429763 = -18368.794912
  nChanged 1
		SP:Iteration 5Q (36822.490000 sec): 3 clusters
  Score: Raw -20934.558168 + Penalty 2544.429763 = -18390.128405
  nChanged 0
		SP:Iteration 6F (36822.670000 sec): 3 clusters
  Score: Raw -20935.889846 + Penalty 2544.429763 = -18391.460083
  nChanged 1
		SP:Iteration 7Q (36822.840000 sec): 3 clusters
  Score: Raw -20996.670238 + Penalty 2544.429763 = -18452.240475
  nChanged 0
		SP:Iteration 8F (36823.020000 sec): 3 clusters
  Score: Raw -20996.670238 + Penalty 2544.429763 = -18452.240475
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36823.110000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36823.280000 sec): 3 clusters
  Score: Raw -71999.746551 + Penalty 2992.410766 = -69007.335785
  nChanged 58
		SP:Iteration 1F (36823.460000 sec): 3 clusters
  Score: Raw -72128.525984 + Penalty 2992.410766 = -69136.115218
  nChanged 11
		SP:Iteration 2Q (36823.550000 sec): 3 clusters
  Score: Raw -72156.756309 + Penalty 2992.410766 = -69164.345543
  nChanged 4
		SP:Iteration 3Q (36823.570000 sec): 3 clusters
  Score: Raw -72166.513958 + Penalty 2992.410766 = -69174.103192
  nChanged 1
		SP:Iteration 4Q (36823.580000 sec): 3 clusters
  Score: Raw -72169.550302 + Penalty 2992.410766 = -69177.139536
  nChanged 3
		SP:Iteration 5Q (36823.590000 sec): 3 clusters
  Score: Raw -72179.060586 + Penalty 2992.410766 = -69186.649820
  nChanged 2
		SP:Iteration 6Q (36823.640000 sec): 3 clusters
  Score: Raw -72184.221079 + Penalty 2992.410766 = -69191.810313
  nChanged 0
		SP:Iteration 7F (36823.690000 sec): 3 clusters
  Score: Raw -72184.221079 + Penalty 2992.410766 = -69191.810313
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36823.950000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36824.220000 sec): 3 clusters
  Score: Raw -3694423.353942 + Penalty 4939.930361 = -3689483.423581
  nChanged 9211
		SP:Iteration 1F (36824.470000 sec): 3 clusters
  Score: Raw -3699468.809098 + Penalty 4939.930361 = -3694528.878737
  nChanged 1229
		SP:Iteration 2F (36824.780000 sec): 3 clusters
  Score: Raw -3700042.132177 + Penalty 4939.930361 = -3695102.201816
  nChanged 1145
		SP:Iteration 3F (36825.090000 sec): 3 clusters
  Score: Raw -3700594.293240 + Penalty 4939.930361 = -3695654.362879
  nChanged 1113
		SP:Iteration 4F (36825.430000 sec): 3 clusters
  Score: Raw -3701192.609234 + Penalty 4939.930361 = -3696252.678872
  nChanged 1141
		SP:Iteration 5F (36825.760000 sec): 3 clusters
  Score: Raw -3701868.491242 + Penalty 4939.930361 = -3696928.560880
  nChanged 1230
		SP:Iteration 6F (36826.100000 sec): 3 clusters
  Score: Raw -3702598.484075 + Penalty 4939.930361 = -3697658.553713
  nChanged 1171
		SP:Iteration 7F (36826.420000 sec): 3 clusters
  Score: Raw -3703266.423377 + Penalty 4939.930361 = -3698326.493016
  nChanged 1023
		SP:Iteration 8Q (36826.750000 sec): 3 clusters
  Score: Raw -3703806.917503 + Penalty 4939.930361 = -3698866.987142
  nChanged 829
		SP:Iteration 9Q (36827.130000 sec): 3 clusters
  Score: Raw -3704182.120372 + Penalty 4939.930361 = -3699242.190011
  nChanged 686
		SP:Iteration 10Q (36827.500000 sec): 3 clusters
  Score: Raw -3704461.951734 + Penalty 4939.930361 = -3699522.021373
  nChanged 557
		SP:Iteration 11Q (36827.780000 sec): 3 clusters
  Score: Raw -3704663.898904 + Penalty 4939.930361 = -3699723.968543
  nChanged 425
		SP:Iteration 12Q (36828.050000 sec): 3 clusters
  Score: Raw -3704801.935526 + Penalty 4939.930361 = -3699862.005165
  nChanged 381
		SP:Iteration 13Q (36828.420000 sec): 3 clusters
  Score: Raw -3704914.666815 + Penalty 4939.930361 = -3699974.736454
  nChanged 318
		SP:Iteration 14Q (36828.730000 sec): 3 clusters
  Score: Raw -3705005.830070 + Penalty 4939.930361 = -3700065.899709
  nChanged 278
		SP:Iteration 15Q (36829.060000 sec): 3 clusters
  Score: Raw -3705082.135161 + Penalty 4939.930361 = -3700142.204800
  nChanged 222
		SP:Iteration 16Q (36829.390000 sec): 3 clusters
  Score: Raw -3705138.112745 + Penalty 4939.930361 = -3700198.182384
  nChanged 196
		SP:Iteration 17Q (36829.720000 sec): 3 clusters
  Score: Raw -3705183.092837 + Penalty 4939.930361 = -3700243.162476
  nChanged 176
		SP:Iteration 18Q (36830.060000 sec): 3 clusters
  Score: Raw -3705217.699436 + Penalty 4939.930361 = -3700277.769075
  nChanged 129
		SP:Iteration 19Q (36830.380000 sec): 3 clusters
  Score: Raw -3705240.789646 + Penalty 4939.930361 = -3700300.859285
  nChanged 117
		SP:Iteration 20F (36830.730000 sec): 3 clusters
  Score: Raw -3705258.690832 + Penalty 4939.930361 = -3700318.760470
  nChanged 96
		SP:Iteration 21Q (36831.100000 sec): 3 clusters
  Score: Raw -3705272.353873 + Penalty 4939.930361 = -3700332.423512
  nChanged 89
		SP:Iteration 22Q (36831.440000 sec): 3 clusters
  Score: Raw -3705288.423291 + Penalty 4939.930361 = -3700348.492930
  nChanged 105
		SP:Iteration 23Q (36831.770000 sec): 3 clusters
  Score: Raw -3705307.820232 + Penalty 4939.930361 = -3700367.889871
  nChanged 92
		SP:Iteration 24Q (36832.100000 sec): 3 clusters
  Score: Raw -3705322.381003 + Penalty 4939.930361 = -3700382.450642
  nChanged 81
		SP:Iteration 25Q (36832.430000 sec): 3 clusters
  Score: Raw -3705333.588608 + Penalty 4939.930361 = -3700393.658247
  nChanged 72
		SP:Iteration 26Q (36832.760000 sec): 3 clusters
  Score: Raw -3705345.164478 + Penalty 4939.930361 = -3700405.234117
  nChanged 70
		SP:Iteration 27Q (36833.050000 sec): 3 clusters
  Score: Raw -3705354.077247 + Penalty 4939.930361 = -3700414.146886
  nChanged 57
		SP:Iteration 28Q (36833.390000 sec): 3 clusters
  Score: Raw -3705361.266890 + Penalty 4939.930361 = -3700421.336529
  nChanged 60
		SP:Iteration 29Q (36833.720000 sec): 3 clusters
  Score: Raw -3705369.416217 + Penalty 4939.930361 = -3700429.485856
  nChanged 57
		SP:Iteration 30Q (36834.050000 sec): 3 clusters
  Score: Raw -3705377.240033 + Penalty 4939.930361 = -3700437.309672
  nChanged 57
		SP:Iteration 31Q (36834.380000 sec): 3 clusters
  Score: Raw -3705385.669435 + Penalty 4939.930361 = -3700445.739074
  nChanged 61
		SP:Iteration 32Q (36834.810000 sec): 3 clusters
  Score: Raw -3705394.825758 + Penalty 4939.930361 = -3700454.895397
  nChanged 56
		SP:Iteration 33Q (36835.040000 sec): 3 clusters
  Score: Raw -3705405.136419 + Penalty 4939.930361 = -3700465.206058
  nChanged 61
		SP:Iteration 34Q (36835.330000 sec): 3 clusters
  Score: Raw -3705413.645691 + Penalty 4939.930361 = -3700473.715330
  nChanged 79
		SP:Iteration 35Q (36835.640000 sec): 3 clusters
  Score: Raw -3705426.781378 + Penalty 4939.930361 = -3700486.851017
  nChanged 71
		SP:Iteration 36Q (36836.030000 sec): 3 clusters
  Score: Raw -3705437.221256 + Penalty 4939.930361 = -3700497.290895
  nChanged 68
		SP:Iteration 37Q (36836.350000 sec): 3 clusters
  Score: Raw -3705445.870890 + Penalty 4939.930361 = -3700505.940528
  nChanged 52
		SP:Iteration 38Q (36836.680000 sec): 3 clusters
  Score: Raw -3705451.456062 + Penalty 4939.930361 = -3700511.525701
  nChanged 37
		SP:Iteration 39Q (36837.010000 sec): 3 clusters
  Score: Raw -3705455.326885 + Penalty 4939.930361 = -3700515.396524
  nChanged 37
		SP:Iteration 40F (36837.320000 sec): 3 clusters
  Score: Raw -3705459.325165 + Penalty 4939.930361 = -3700519.394804
  nChanged 26
		SP:Iteration 41Q (36837.590000 sec): 3 clusters
  Score: Raw -3705462.140020 + Penalty 4939.930361 = -3700522.209659
  nChanged 20
		SP:Iteration 42Q (36837.900000 sec): 3 clusters
  Score: Raw -3705464.243853 + Penalty 4939.930361 = -3700524.313492
  nChanged 24
		SP:Iteration 43Q (36838.210000 sec): 3 clusters
  Score: Raw -3705466.821409 + Penalty 4939.930361 = -3700526.891047
  nChanged 14
		SP:Iteration 44Q (36838.470000 sec): 3 clusters
  Score: Raw -3705467.863519 + Penalty 4939.930361 = -3700527.933157
  nChanged 13
		SP:Iteration 45Q (36838.860000 sec): 3 clusters
  Score: Raw -3705468.850416 + Penalty 4939.930361 = -3700528.920055
  nChanged 8
		SP:Iteration 46Q (36839.190000 sec): 3 clusters
  Score: Raw -3705469.378325 + Penalty 4939.930361 = -3700529.447964
  nChanged 6
		SP:Iteration 47Q (36839.520000 sec): 3 clusters
  Score: Raw -3705469.826518 + Penalty 4939.930361 = -3700529.896157
  nChanged 7
		SP:Iteration 48Q (36839.850000 sec): 3 clusters
  Score: Raw -3705470.338849 + Penalty 4939.930361 = -3700530.408488
  nChanged 6
		SP:Iteration 49Q (36840.180000 sec): 3 clusters
  Score: Raw -3705470.842851 + Penalty 4939.930361 = -3700530.912490
  nChanged 10
		SP:Iteration 50Q (36840.510000 sec): 3 clusters
  Score: Raw -3705471.504441 + Penalty 4939.930361 = -3700531.574080
  nChanged 6
		SP:Iteration 51Q (36840.840000 sec): 3 clusters
  Score: Raw -3705472.056408 + Penalty 4939.930361 = -3700532.126047
  nChanged 6
		SP:Iteration 52Q (36841.170000 sec): 3 clusters
  Score: Raw -3705472.625508 + Penalty 4939.930361 = -3700532.695147
  nChanged 3
		SP:Iteration 53Q (36841.500000 sec): 3 clusters
  Score: Raw -3705472.810544 + Penalty 4939.930361 = -3700532.880183
  nChanged 2
		SP:Iteration 54Q (36841.870000 sec): 3 clusters
  Score: Raw -3705472.880152 + Penalty 4939.930361 = -3700532.949791
  nChanged 3
		SP:Iteration 55Q (36842.210000 sec): 3 clusters
  Score: Raw -3705473.123299 + Penalty 4939.930361 = -3700533.192938
  nChanged 2
		SP:Iteration 56Q (36842.540000 sec): 3 clusters
  Score: Raw -3705473.236136 + Penalty 4939.930361 = -3700533.305775
  nChanged 0
		SP:Iteration 57F (36842.870000 sec): 3 clusters
  Score: Raw -3705473.236136 + Penalty 4939.930361 = -3700533.305775
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36842.970000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36843.140000 sec): 3 clusters
  Score: Raw -40780.299443 + Penalty 2773.129542 = -38007.169901
  nChanged 39
		SP:Iteration 1F (36843.320000 sec): 3 clusters
  Score: Raw -40971.727666 + Penalty 2773.129542 = -38198.598124
  nChanged 9
		SP:Iteration 2Q (36843.490000 sec): 3 clusters
  Score: Raw -41057.471376 + Penalty 2773.129542 = -38284.341833
  nChanged 4
		SP:Iteration 3Q (36843.670000 sec): 3 clusters
  Score: Raw -41093.038555 + Penalty 2773.129542 = -38319.909013
  nChanged 6
		SP:Iteration 4Q (36843.840000 sec): 3 clusters
  Score: Raw -41159.968204 + Penalty 2773.129542 = -38386.838662
  nChanged 6
		SP:Iteration 5Q (36844.020000 sec): 3 clusters
  Score: Raw -41299.600779 + Penalty 2773.129542 = -38526.471236
  nChanged 6
		SP:Iteration 6Q (36844.190000 sec): 3 clusters
  Score: Raw -41324.482786 + Penalty 2773.129542 = -38551.353244
  nChanged 1
		SP:Iteration 7Q (36844.370000 sec): 3 clusters
  Score: Raw -41329.898285 + Penalty 2773.129542 = -38556.768742
  nChanged 1
		SP:Iteration 8Q (36844.550000 sec): 3 clusters
  Score: Raw -41334.522945 + Penalty 2773.129542 = -38561.393402
  nChanged 0
		SP:Iteration 9F (36844.720000 sec): 3 clusters
  Score: Raw -41334.522945 + Penalty 2773.129542 = -38561.393402
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36844.810000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36844.990000 sec): 3 clusters
  Score: Raw -110513.892212 + Penalty 3200.216281 = -107313.675930
  nChanged 145
		SP:Iteration 1F (36845.160000 sec): 3 clusters
  Score: Raw -110753.129334 + Penalty 3200.216281 = -107552.913052
  nChanged 36
		SP:Iteration 2F (36845.340000 sec): 3 clusters
  Score: Raw -110829.109812 + Penalty 3200.216281 = -107628.893531
  nChanged 20
		SP:Iteration 3Q (36845.510000 sec): 3 clusters
  Score: Raw -110869.931376 + Penalty 3200.216281 = -107669.715095
  nChanged 13
		SP:Iteration 4Q (36845.690000 sec): 3 clusters
  Score: Raw -110913.612569 + Penalty 3200.216281 = -107713.396287
  nChanged 11
		SP:Iteration 5Q (36845.870000 sec): 3 clusters
  Score: Raw -110930.934295 + Penalty 3200.216281 = -107730.718013
  nChanged 6
		SP:Iteration 6Q (36846.040000 sec): 3 clusters
  Score: Raw -110943.645520 + Penalty 3200.216281 = -107743.429238
  nChanged 5
		SP:Iteration 7Q (36846.220000 sec): 3 clusters
  Score: Raw -110954.763562 + Penalty 3200.216281 = -107754.547281
  nChanged 3
		SP:Iteration 8Q (36846.390000 sec): 3 clusters
  Score: Raw -110962.084988 + Penalty 3200.216281 = -107761.868706
  nChanged 2
		SP:Iteration 9Q (36846.570000 sec): 3 clusters
  Score: Raw -110965.124853 + Penalty 3200.216281 = -107764.908571
  nChanged 1
		SP:Iteration 10Q (36846.750000 sec): 3 clusters
  Score: Raw -110966.863233 + Penalty 3200.216281 = -107766.646952
  nChanged 0
		SP:Iteration 11F (36846.920000 sec): 3 clusters
  Score: Raw -110966.863233 + Penalty 3200.216281 = -107766.646952
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36847.010000 sec): 2 clusters
  Score: Raw -151508.847082 + Penalty 1691.634653 = -149817.212429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36847.190000 sec): 3 clusters
  Score: Raw -151337.430954 + Penalty 3383.269306 = -147954.161648
  nChanged 203
		SP:Iteration 1F (36847.360000 sec): 3 clusters
  Score: Raw -151563.880838 + Penalty 3383.269306 = -148180.611532
  nChanged 55
		SP:Iteration 2F (36847.540000 sec): 3 clusters
  Score: Raw -151642.253387 + Penalty 3383.269306 = -148258.984080
  nChanged 32
		SP:Iteration 3Q (36847.710000 sec): 3 clusters
  Score: Raw -151716.522778 + Penalty 3383.269306 = -148333.253472
  nChanged 35
		SP:Iteration 4Q (36847.890000 sec): 3 clusters
  Score: Raw -151805.645241 + Penalty 3383.269306 = -148422.375935
  nChanged 37
		SP:Iteration 5Q (36848.070000 sec): 3 clusters
  Score: Raw -151904.905305 + Penalty 3383.269306 = -148521.635999
  nChanged 38
		SP:Iteration 6Q (36848.240000 sec): 3 clusters
  Score: Raw -152003.376688 + Penalty 3383.269306 = -148620.107382
  nChanged 40
		SP:Iteration 7Q (36848.420000 sec): 3 clusters
  Score: Raw -152099.991533 + Penalty 3383.269306 = -148716.722227
  nChanged 45
		SP:Iteration 8Q (36848.590000 sec): 3 clusters
  Score: Raw -152231.453542 + Penalty 3383.269306 = -148848.184236
  nChanged 57
		SP:Iteration 9F (36848.770000 sec): 3 clusters
  Score: Raw -152411.591639 + Penalty 3383.269306 = -149028.322333
  nChanged 66
		SP:Iteration 10F (36848.950000 sec): 3 clusters
  Score: Raw -152605.461281 + Penalty 3383.269306 = -149222.191975
  nChanged 35
		SP:Iteration 11Q (36849.130000 sec): 3 clusters
  Score: Raw -152692.041975 + Penalty 3383.269306 = -149308.772668
  nChanged 16
		SP:Iteration 12Q (36849.150000 sec): 3 clusters
  Score: Raw -152747.025298 + Penalty 3383.269306 = -149363.755992
  nChanged 16
		SP:Iteration 13Q (36849.180000 sec): 3 clusters
  Score: Raw -152803.822507 + Penalty 3383.269306 = -149420.553201
  nChanged 12
		SP:Iteration 14Q (36849.210000 sec): 3 clusters
  Score: Raw -152854.100796 + Penalty 3383.269306 = -149470.831490
  nChanged 19
		SP:Iteration 15Q (36849.240000 sec): 3 clusters
  Score: Raw -152919.152101 + Penalty 3383.269306 = -149535.882795
  nChanged 18
		SP:Iteration 16Q (36849.270000 sec): 3 clusters
  Score: Raw -152970.954021 + Penalty 3383.269306 = -149587.684715
  nChanged 19
		SP:Iteration 17Q (36849.300000 sec): 3 clusters
  Score: Raw -153046.914591 + Penalty 3383.269306 = -149663.645285
  nChanged 15
		SP:Iteration 18Q (36849.330000 sec): 3 clusters
  Score: Raw -153108.090377 + Penalty 3383.269306 = -149724.821071
  nChanged 10
		SP:Iteration 19Q (36849.360000 sec): 3 clusters
  Score: Raw -153147.546887 + Penalty 3383.269306 = -149764.277581
  nChanged 9
		SP:Iteration 20F (36849.400000 sec): 3 clusters
  Score: Raw -153180.374559 + Penalty 3383.269306 = -149797.105252
  nChanged 5
		SP:Iteration 21Q (36849.420000 sec): 3 clusters
  Score: Raw -153205.659363 + Penalty 3383.269306 = -149822.390057
  nChanged 8
		SP:Iteration 22Q (36849.460000 sec): 3 clusters
  Score: Raw -153222.327712 + Penalty 3383.269306 = -149839.058406
  nChanged 4
		SP:Iteration 23Q (36849.480000 sec): 3 clusters
  Score: Raw -153229.757317 + Penalty 3383.269306 = -149846.488010
  nChanged 2
		SP:Iteration 24Q (36849.520000 sec): 3 clusters
  Score: Raw -153231.519930 + Penalty 3383.269306 = -149848.250624
  nChanged 0
		SP:Iteration 25F (36849.540000 sec): 3 clusters
  Score: Raw -153231.519930 + Penalty 3383.269306 = -149848.250624
  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 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36849.590000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36849.600000 sec): 3 clusters
  Score: Raw -30125.936214 + Penalty 2642.626580 = -27483.309634
  nChanged 15
		SP:Iteration 1F (36849.600000 sec): 3 clusters
  Score: Raw -30216.618107 + Penalty 2642.626580 = -27573.991528
  nChanged 3
		SP:Iteration 2Q (36849.610000 sec): 3 clusters
  Score: Raw -30229.804809 + Penalty 2642.626580 = -27587.178229
  nChanged 1
		SP:Iteration 3Q (36849.620000 sec): 3 clusters
  Score: Raw -30234.075027 + Penalty 2642.626580 = -27591.448447
  nChanged 0
		SP:Iteration 4F (36849.630000 sec): 3 clusters
  Score: Raw -30234.075027 + Penalty 2642.626580 = -27591.448447
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36849.660000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36849.690000 sec): 3 clusters
  Score: Raw -108790.310193 + Penalty 3222.400395 = -105567.909798
  nChanged 146
		SP:Iteration 1F (36849.710000 sec): 3 clusters
  Score: Raw -109043.902922 + Penalty 3222.400395 = -105821.502527
  nChanged 33
		SP:Iteration 2Q (36849.740000 sec): 3 clusters
  Score: Raw -109138.649183 + Penalty 3222.400395 = -105916.248788
  nChanged 22
		SP:Iteration 3Q (36849.760000 sec): 3 clusters
  Score: Raw -109169.265008 + Penalty 3222.400395 = -105946.864613
  nChanged 5
		SP:Iteration 4Q (36849.790000 sec): 3 clusters
  Score: Raw -109176.905140 + Penalty 3222.400395 = -105954.504744
  nChanged 7
		SP:Iteration 5Q (36849.810000 sec): 3 clusters
  Score: Raw -109183.757111 + Penalty 3222.400395 = -105961.356716
  nChanged 2
		SP:Iteration 6Q (36849.830000 sec): 3 clusters
  Score: Raw -109187.074635 + Penalty 3222.400395 = -105964.674240
  nChanged 4
		SP:Iteration 7Q (36849.850000 sec): 3 clusters
  Score: Raw -109195.430247 + Penalty 3222.400395 = -105973.029852
  nChanged 10
		SP:Iteration 8Q (36849.880000 sec): 3 clusters
  Score: Raw -109215.525475 + Penalty 3222.400395 = -105993.125079
  nChanged 14
		SP:Iteration 9Q (36849.900000 sec): 3 clusters
  Score: Raw -109240.945050 + Penalty 3222.400395 = -106018.544655
  nChanged 10
		SP:Iteration 10Q (36849.930000 sec): 3 clusters
  Score: Raw -109262.228380 + Penalty 3222.400395 = -106039.827985
  nChanged 11
		SP:Iteration 11Q (36849.950000 sec): 3 clusters
  Score: Raw -109292.611020 + Penalty 3222.400395 = -106070.210625
  nChanged 11
		SP:Iteration 12Q (36849.970000 sec): 3 clusters
  Score: Raw -109309.665545 + Penalty 3222.400395 = -106087.265149
  nChanged 8
		SP:Iteration 13Q (36849.990000 sec): 3 clusters
  Score: Raw -109320.227853 + Penalty 3222.400395 = -106097.827457
  nChanged 9
		SP:Iteration 14Q (36850.020000 sec): 3 clusters
  Score: Raw -109330.726467 + Penalty 3222.400395 = -106108.326072
  nChanged 8
		SP:Iteration 15Q (36850.040000 sec): 3 clusters
  Score: Raw -109346.316633 + Penalty 3222.400395 = -106123.916238
  nChanged 13
		SP:Iteration 16Q (36850.060000 sec): 3 clusters
  Score: Raw -109380.209772 + Penalty 3222.400395 = -106157.809376
  nChanged 15
		SP:Iteration 17Q (36850.090000 sec): 3 clusters
  Score: Raw -109416.020691 + Penalty 3222.400395 = -106193.620296
  nChanged 10
		SP:Iteration 18Q (36850.110000 sec): 3 clusters
  Score: Raw -109444.771258 + Penalty 3222.400395 = -106222.370863
  nChanged 8
		SP:Iteration 19Q (36850.130000 sec): 3 clusters
  Score: Raw -109461.261599 + Penalty 3222.400395 = -106238.861204
  nChanged 8
		SP:Iteration 20F (36850.150000 sec): 3 clusters
  Score: Raw -109482.479777 + Penalty 3222.400395 = -106260.079382
  nChanged 8
		SP:Iteration 21Q (36850.180000 sec): 3 clusters
  Score: Raw -109521.402428 + Penalty 3222.400395 = -106299.002033
  nChanged 10
		SP:Iteration 22Q (36850.200000 sec): 3 clusters
  Score: Raw -109554.921659 + Penalty 3222.400395 = -106332.521264
  nChanged 12
		SP:Iteration 23Q (36850.230000 sec): 3 clusters
  Score: Raw -109611.455551 + Penalty 3222.400395 = -106389.055156
  nChanged 11
		SP:Iteration 24Q (36850.250000 sec): 3 clusters
  Score: Raw -109668.857388 + Penalty 3222.400395 = -106446.456993
  nChanged 13
		SP:Iteration 25Q (36850.270000 sec): 3 clusters
  Score: Raw -109733.082185 + Penalty 3222.400395 = -106510.681790
  nChanged 16
		SP:Iteration 26Q (36850.290000 sec): 3 clusters
  Score: Raw -109858.935059 + Penalty 3222.400395 = -106636.534664
  nChanged 12
		SP:Iteration 27Q (36850.320000 sec): 3 clusters
  Score: Raw -109946.723325 + Penalty 3222.400395 = -106724.322930
  nChanged 10
		SP:Iteration 28Q (36850.340000 sec): 3 clusters
  Score: Raw -109983.072763 + Penalty 3222.400395 = -106760.672367
  nChanged 8
		SP:Iteration 29Q (36850.360000 sec): 3 clusters
  Score: Raw -110020.790024 + Penalty 3222.400395 = -106798.389629
  nChanged 7
		SP:Iteration 30Q (36850.390000 sec): 3 clusters
  Score: Raw -110046.226158 + Penalty 3222.400395 = -106823.825763
  nChanged 5
		SP:Iteration 31Q (36850.410000 sec): 3 clusters
  Score: Raw -110053.491303 + Penalty 3222.400395 = -106831.090908
  nChanged 2
		SP:Iteration 32Q (36850.430000 sec): 3 clusters
  Score: Raw -110056.647917 + Penalty 3222.400395 = -106834.247522
  nChanged 2
		SP:Iteration 33Q (36850.460000 sec): 3 clusters
  Score: Raw -110063.928467 + Penalty 3222.400395 = -106841.528072
  nChanged 2
		SP:Iteration 34Q (36850.480000 sec): 3 clusters
  Score: Raw -110067.098902 + Penalty 3222.400395 = -106844.698507
  nChanged 2
		SP:Iteration 35Q (36850.500000 sec): 3 clusters
  Score: Raw -110071.297617 + Penalty 3222.400395 = -106848.897222
  nChanged 2
		SP:Iteration 36Q (36850.530000 sec): 3 clusters
  Score: Raw -110074.333829 + Penalty 3222.400395 = -106851.933434
  nChanged 2
		SP:Iteration 37Q (36850.550000 sec): 3 clusters
  Score: Raw -110079.327554 + Penalty 3222.400395 = -106856.927159
  nChanged 2
		SP:Iteration 38Q (36850.570000 sec): 3 clusters
  Score: Raw -110086.772691 + Penalty 3222.400395 = -106864.372296
  nChanged 0
		SP:Iteration 39F (36850.590000 sec): 3 clusters
  Score: Raw -110086.772691 + Penalty 3222.400395 = -106864.372296
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36850.640000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36850.670000 sec): 3 clusters
  Score: Raw -162637.716688 + Penalty 3409.602454 = -159228.114234
  nChanged 256
		SP:Iteration 1F (36850.700000 sec): 3 clusters
  Score: Raw -162954.916398 + Penalty 3409.602454 = -159545.313944
  nChanged 64
		SP:Iteration 2F (36850.730000 sec): 3 clusters
  Score: Raw -163041.857385 + Penalty 3409.602454 = -159632.254931
  nChanged 29
		SP:Iteration 3Q (36850.760000 sec): 3 clusters
  Score: Raw -163076.299868 + Penalty 3409.602454 = -159666.697415
  nChanged 12
		SP:Iteration 4Q (36850.790000 sec): 3 clusters
  Score: Raw -163088.942059 + Penalty 3409.602454 = -159679.339606
  nChanged 7
		SP:Iteration 5Q (36850.830000 sec): 3 clusters
  Score: Raw -163094.640896 + Penalty 3409.602454 = -159685.038442
  nChanged 7
		SP:Iteration 6Q (36850.860000 sec): 3 clusters
  Score: Raw -163103.855748 + Penalty 3409.602454 = -159694.253295
  nChanged 5
		SP:Iteration 7Q (36850.890000 sec): 3 clusters
  Score: Raw -163108.288649 + Penalty 3409.602454 = -159698.686196
  nChanged 5
		SP:Iteration 8Q (36850.920000 sec): 3 clusters
  Score: Raw -163115.744800 + Penalty 3409.602454 = -159706.142346
  nChanged 4
		SP:Iteration 9Q (36850.950000 sec): 3 clusters
  Score: Raw -163118.105277 + Penalty 3409.602454 = -159708.502823
  nChanged 0
		SP:Iteration 10F (36850.980000 sec): 3 clusters
  Score: Raw -163118.105277 + Penalty 3409.602454 = -159708.502823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36851.010000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36851.030000 sec): 3 clusters
  Score: Raw -76322.117554 + Penalty 3063.230166 = -73258.887388
  nChanged 88
		SP:Iteration 1F (36851.050000 sec): 3 clusters
  Score: Raw -76519.061837 + Penalty 3063.230166 = -73455.831671
  nChanged 25
		SP:Iteration 2F (36851.080000 sec): 3 clusters
  Score: Raw -76615.564191 + Penalty 3063.230166 = -73552.334025
  nChanged 12
		SP:Iteration 3Q (36851.100000 sec): 3 clusters
  Score: Raw -76668.235763 + Penalty 3063.230166 = -73605.005597
  nChanged 7
		SP:Iteration 4Q (36851.120000 sec): 3 clusters
  Score: Raw -76687.389456 + Penalty 3063.230166 = -73624.159290
  nChanged 4
		SP:Iteration 5Q (36851.150000 sec): 3 clusters
  Score: Raw -76706.393151 + Penalty 3063.230166 = -73643.162986
  nChanged 3
		SP:Iteration 6Q (36851.170000 sec): 3 clusters
  Score: Raw -76713.199559 + Penalty 3063.230166 = -73649.969393
  nChanged 1
		SP:Iteration 7Q (36851.190000 sec): 3 clusters
  Score: Raw -76714.464367 + Penalty 3063.230166 = -73651.234201
  nChanged 0
		SP:Iteration 8F (36851.330000 sec): 3 clusters
  Score: Raw -76714.464367 + Penalty 3063.230166 = -73651.234201
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36851.410000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36851.590000 sec): 3 clusters
  Score: Raw -38311.346463 + Penalty 2736.656637 = -35574.689826
  nChanged 23
		SP:Iteration 1F (36851.770000 sec): 3 clusters
  Score: Raw -38422.735466 + Penalty 2736.656637 = -35686.078829
  nChanged 10
		SP:Iteration 2Q (36851.940000 sec): 3 clusters
  Score: Raw -38495.058377 + Penalty 2736.656637 = -35758.401740
  nChanged 10
		SP:Iteration 3Q (36852.120000 sec): 3 clusters
  Score: Raw -38553.238147 + Penalty 2736.656637 = -35816.581511
  nChanged 2
		SP:Iteration 4Q (36852.270000 sec): 3 clusters
  Score: Raw -38575.691132 + Penalty 2736.656637 = -35839.034495
  nChanged 1
		SP:Iteration 5Q (36852.320000 sec): 3 clusters
  Score: Raw -38591.428751 + Penalty 2736.656637 = -35854.772115
  nChanged 1
		SP:Iteration 6Q (36852.330000 sec): 3 clusters
  Score: Raw -38599.249348 + Penalty 2736.656637 = -35862.592711
  nChanged 2
		SP:Iteration 7Q (36852.340000 sec): 3 clusters
  Score: Raw -38612.932581 + Penalty 2736.656637 = -35876.275944
  nChanged 0
		SP:Iteration 8F (36852.350000 sec): 3 clusters
  Score: Raw -38612.932581 + Penalty 2736.656637 = -35876.275944
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36852.370000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36852.370000 sec): 3 clusters
  Score: Raw -39876.755310 + Penalty 2769.414169 = -37107.341141
  nChanged 30
		SP:Iteration 1F (36852.380000 sec): 3 clusters
  Score: Raw -39968.328172 + Penalty 2769.414169 = -37198.914003
  nChanged 5
		SP:Iteration 2Q (36852.390000 sec): 3 clusters
  Score: Raw -39991.445027 + Penalty 2769.414169 = -37222.030858
  nChanged 5
		SP:Iteration 3Q (36852.400000 sec): 3 clusters
  Score: Raw -40018.574792 + Penalty 2769.414169 = -37249.160622
  nChanged 3
		SP:Iteration 4Q (36852.410000 sec): 3 clusters
  Score: Raw -40030.790582 + Penalty 2769.414169 = -37261.376413
  nChanged 1
		SP:Iteration 5Q (36852.420000 sec): 3 clusters
  Score: Raw -40045.620709 + Penalty 2769.414169 = -37276.206539
  nChanged 1
		SP:Iteration 6Q (36852.430000 sec): 3 clusters
  Score: Raw -40055.735077 + Penalty 2769.414169 = -37286.320908
  nChanged 0
		SP:Iteration 7F (36852.430000 sec): 3 clusters
  Score: Raw -40055.735077 + Penalty 2769.414169 = -37286.320908
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36852.510000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36852.680000 sec): 3 clusters
  Score: Raw -404357.838630 + Penalty 3868.880883 = -400488.957747
  nChanged 840
		SP:Iteration 1F (36852.860000 sec): 3 clusters
  Score: Raw -404985.212036 + Penalty 3868.880883 = -401116.331153
  nChanged 174
		SP:Iteration 2F (36853.030000 sec): 3 clusters
  Score: Raw -405135.721585 + Penalty 3868.880883 = -401266.840702
  nChanged 124
		SP:Iteration 3F (36853.200000 sec): 3 clusters
  Score: Raw -405251.148003 + Penalty 3868.880883 = -401382.267120
  nChanged 92
		SP:Iteration 4Q (36853.380000 sec): 3 clusters
  Score: Raw -405356.608709 + Penalty 3868.880883 = -401487.727826
  nChanged 73
		SP:Iteration 5Q (36853.550000 sec): 3 clusters
  Score: Raw -405456.514913 + Penalty 3868.880883 = -401587.634031
  nChanged 85
		SP:Iteration 6Q (36853.730000 sec): 3 clusters
  Score: Raw -405584.128391 + Penalty 3868.880883 = -401715.247508
  nChanged 90
		SP:Iteration 7Q (36853.910000 sec): 3 clusters
  Score: Raw -405702.990469 + Penalty 3868.880883 = -401834.109586
  nChanged 92
		SP:Iteration 8Q (36854.080000 sec): 3 clusters
  Score: Raw -405841.139357 + Penalty 3868.880883 = -401972.258474
  nChanged 89
		SP:Iteration 9Q (36854.260000 sec): 3 clusters
  Score: Raw -405988.921511 + Penalty 3868.880883 = -402120.040628
  nChanged 92
		SP:Iteration 10Q (36854.430000 sec): 3 clusters
  Score: Raw -406120.578600 + Penalty 3868.880883 = -402251.697717
  nChanged 93
		SP:Iteration 11Q (36854.610000 sec): 3 clusters
  Score: Raw -406234.884799 + Penalty 3868.880883 = -402366.003916
  nChanged 87
		SP:Iteration 12Q (36854.790000 sec): 3 clusters
  Score: Raw -406352.520113 + Penalty 3868.880883 = -402483.639230
  nChanged 79
		SP:Iteration 13Q (36854.960000 sec): 3 clusters
  Score: Raw -406433.216540 + Penalty 3868.880883 = -402564.335657
  nChanged 55
		SP:Iteration 14Q (36855.140000 sec): 3 clusters
  Score: Raw -406490.221496 + Penalty 3868.880883 = -402621.340613
  nChanged 38
		SP:Iteration 15Q (36855.310000 sec): 3 clusters
  Score: Raw -406548.043399 + Penalty 3868.880883 = -402679.162516
  nChanged 37
		SP:Iteration 16Q (36855.490000 sec): 3 clusters
  Score: Raw -406594.123854 + Penalty 3868.880883 = -402725.242972
  nChanged 39
		SP:Iteration 17Q (36855.670000 sec): 3 clusters
  Score: Raw -406628.948682 + Penalty 3868.880883 = -402760.067800
  nChanged 25
		SP:Iteration 18Q (36855.840000 sec): 3 clusters
  Score: Raw -406643.561126 + Penalty 3868.880883 = -402774.680243
  nChanged 15
		SP:Iteration 19Q (36856.020000 sec): 3 clusters
  Score: Raw -406653.826289 + Penalty 3868.880883 = -402784.945406
  nChanged 11
		SP:Iteration 20F (36856.190000 sec): 3 clusters
  Score: Raw -406659.104918 + Penalty 3868.880883 = -402790.224035
  nChanged 6
		SP:Iteration 21Q (36856.370000 sec): 3 clusters
  Score: Raw -406662.577808 + Penalty 3868.880883 = -402793.696925
  nChanged 3
		SP:Iteration 22Q (36856.540000 sec): 3 clusters
  Score: Raw -406663.504978 + Penalty 3868.880883 = -402794.624095
  nChanged 1
		SP:Iteration 23Q (36856.720000 sec): 3 clusters
  Score: Raw -406663.789036 + Penalty 3868.880883 = -402794.908154
  nChanged 0
		SP:Iteration 24F (36856.890000 sec): 3 clusters
  Score: Raw -406663.789036 + Penalty 3868.880883 = -402794.908154
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36856.980000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36857.160000 sec): 3 clusters
  Score: Raw -77866.401583 + Penalty 3054.911313 = -74811.490270
  nChanged 79
		SP:Iteration 1F (36857.330000 sec): 3 clusters
  Score: Raw -78070.239129 + Penalty 3054.911313 = -75015.327817
  nChanged 24
		SP:Iteration 2F (36857.510000 sec): 3 clusters
  Score: Raw -78137.348212 + Penalty 3054.911313 = -75082.436899
  nChanged 12
		SP:Iteration 3Q (36857.670000 sec): 3 clusters
  Score: Raw -78170.361769 + Penalty 3054.911313 = -75115.450456
  nChanged 6
		SP:Iteration 4Q (36857.840000 sec): 3 clusters
  Score: Raw -78189.642668 + Penalty 3054.911313 = -75134.731355
  nChanged 5
		SP:Iteration 5Q (36858.000000 sec): 3 clusters
  Score: Raw -78200.483051 + Penalty 3054.911313 = -75145.571739
  nChanged 4
		SP:Iteration 6Q (36858.170000 sec): 3 clusters
  Score: Raw -78215.206929 + Penalty 3054.911313 = -75160.295616
  nChanged 3
		SP:Iteration 7Q (36858.330000 sec): 3 clusters
  Score: Raw -78222.396915 + Penalty 3054.911313 = -75167.485603
  nChanged 0
		SP:Iteration 8F (36858.500000 sec): 3 clusters
  Score: Raw -78222.396915 + Penalty 3054.911313 = -75167.485603
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36858.590000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36858.750000 sec): 3 clusters
  Score: Raw -649259.068439 + Penalty 4072.626108 = -645186.442331
  nChanged 1338
		SP:Iteration 1F (36858.950000 sec): 3 clusters
  Score: Raw -650077.971708 + Penalty 4072.626108 = -646005.345600
  nChanged 299
		SP:Iteration 2F (36859.010000 sec): 3 clusters
  Score: Raw -650265.692882 + Penalty 4072.626108 = -646193.066774
  nChanged 168
		SP:Iteration 3Q (36859.110000 sec): 3 clusters
  Score: Raw -650366.851420 + Penalty 4072.626108 = -646294.225313
  nChanged 113
		SP:Iteration 4Q (36859.200000 sec): 3 clusters
  Score: Raw -650433.036951 + Penalty 4072.626108 = -646360.410843
  nChanged 95
		SP:Iteration 5Q (36859.290000 sec): 3 clusters
  Score: Raw -650488.372350 + Penalty 4072.626108 = -646415.746242
  nChanged 86
		SP:Iteration 6Q (36859.370000 sec): 3 clusters
  Score: Raw -650549.125597 + Penalty 4072.626108 = -646476.499490
  nChanged 89
		SP:Iteration 7Q (36859.460000 sec): 3 clusters
  Score: Raw -650613.032650 + Penalty 4072.626108 = -646540.406542
  nChanged 94
		SP:Iteration 8Q (36859.550000 sec): 3 clusters
  Score: Raw -650676.578238 + Penalty 4072.626108 = -646603.952130
  nChanged 95
		SP:Iteration 9Q (36859.640000 sec): 3 clusters
  Score: Raw -650748.788526 + Penalty 4072.626108 = -646676.162418
  nChanged 102
		SP:Iteration 10Q (36859.730000 sec): 3 clusters
  Score: Raw -650819.545851 + Penalty 4072.626108 = -646746.919744
  nChanged 95
		SP:Iteration 11Q (36859.820000 sec): 3 clusters
  Score: Raw -650885.804504 + Penalty 4072.626108 = -646813.178397
  nChanged 88
		SP:Iteration 12Q (36859.910000 sec): 3 clusters
  Score: Raw -650946.514993 + Penalty 4072.626108 = -646873.888885
  nChanged 78
		SP:Iteration 13Q (36860.000000 sec): 3 clusters
  Score: Raw -651003.359070 + Penalty 4072.626108 = -646930.732963
  nChanged 87
		SP:Iteration 14Q (36860.090000 sec): 3 clusters
  Score: Raw -651064.775980 + Penalty 4072.626108 = -646992.149873
  nChanged 75
		SP:Iteration 15Q (36860.170000 sec): 3 clusters
  Score: Raw -651112.724237 + Penalty 4072.626108 = -647040.098129
  nChanged 63
		SP:Iteration 16Q (36860.260000 sec): 3 clusters
  Score: Raw -651152.375774 + Penalty 4072.626108 = -647079.749666
  nChanged 53
		SP:Iteration 17Q (36860.350000 sec): 3 clusters
  Score: Raw -651189.977676 + Penalty 4072.626108 = -647117.351568
  nChanged 48
		SP:Iteration 18Q (36860.440000 sec): 3 clusters
  Score: Raw -651219.309917 + Penalty 4072.626108 = -647146.683810
  nChanged 43
		SP:Iteration 19Q (36860.530000 sec): 3 clusters
  Score: Raw -651245.457694 + Penalty 4072.626108 = -647172.831587
  nChanged 28
		SP:Iteration 20F (36860.620000 sec): 3 clusters
  Score: Raw -651268.332399 + Penalty 4072.626108 = -647195.706291
  nChanged 40
		SP:Iteration 21Q (36860.710000 sec): 3 clusters
  Score: Raw -651295.275455 + Penalty 4072.626108 = -647222.649347
  nChanged 28
		SP:Iteration 22Q (36860.790000 sec): 3 clusters
  Score: Raw -651312.705892 + Penalty 4072.626108 = -647240.079784
  nChanged 34
		SP:Iteration 23Q (36860.910000 sec): 3 clusters
  Score: Raw -651339.636982 + Penalty 4072.626108 = -647267.010874
  nChanged 37
		SP:Iteration 24Q (36861.080000 sec): 3 clusters
  Score: Raw -651368.427076 + Penalty 4072.626108 = -647295.800968
  nChanged 34
		SP:Iteration 25Q (36861.260000 sec): 3 clusters
  Score: Raw -651393.777875 + Penalty 4072.626108 = -647321.151768
  nChanged 33
		SP:Iteration 26Q (36861.430000 sec): 3 clusters
  Score: Raw -651420.317177 + Penalty 4072.626108 = -647347.691069
  nChanged 33
		SP:Iteration 27Q (36861.610000 sec): 3 clusters
  Score: Raw -651439.379895 + Penalty 4072.626108 = -647366.753787
  nChanged 23
		SP:Iteration 28Q (36861.780000 sec): 3 clusters
  Score: Raw -651454.424527 + Penalty 4072.626108 = -647381.798419
  nChanged 14
		SP:Iteration 29Q (36861.960000 sec): 3 clusters
  Score: Raw -651461.584374 + Penalty 4072.626108 = -647388.958267
  nChanged 9
		SP:Iteration 30Q (36862.130000 sec): 3 clusters
  Score: Raw -651466.537863 + Penalty 4072.626108 = -647393.911755
  nChanged 4
		SP:Iteration 31Q (36862.310000 sec): 3 clusters
  Score: Raw -651468.053783 + Penalty 4072.626108 = -647395.427675
  nChanged 2
		SP:Iteration 32Q (36862.480000 sec): 3 clusters
  Score: Raw -651469.264833 + Penalty 4072.626108 = -647396.638725
  nChanged 4
		SP:Iteration 33Q (36862.660000 sec): 3 clusters
  Score: Raw -651470.801560 + Penalty 4072.626108 = -647398.175453
  nChanged 7
		SP:Iteration 34Q (36862.830000 sec): 3 clusters
  Score: Raw -651474.263996 + Penalty 4072.626108 = -647401.637889
  nChanged 7
		SP:Iteration 35Q (36863.010000 sec): 3 clusters
  Score: Raw -651478.197000 + Penalty 4072.626108 = -647405.570893
  nChanged 3
		SP:Iteration 36Q (36863.170000 sec): 3 clusters
  Score: Raw -651480.669838 + Penalty 4072.626108 = -647408.043731
  nChanged 1
		SP:Iteration 37Q (36863.360000 sec): 3 clusters
  Score: Raw -651483.087459 + Penalty 4072.626108 = -647410.461351
  nChanged 4
		SP:Iteration 38Q (36863.530000 sec): 3 clusters
  Score: Raw -651486.428284 + Penalty 4072.626108 = -647413.802176
  nChanged 4
		SP:Iteration 39Q (36863.710000 sec): 3 clusters
  Score: Raw -651488.848669 + Penalty 4072.626108 = -647416.222561
  nChanged 2
		SP:Iteration 40F (36863.890000 sec): 3 clusters
  Score: Raw -651489.466062 + Penalty 4072.626108 = -647416.839954
  nChanged 2
		SP:Iteration 41Q (36864.060000 sec): 3 clusters
  Score: Raw -651489.996940 + Penalty 4072.626108 = -647417.370832
  nChanged 0
		SP:Iteration 42F (36864.230000 sec): 3 clusters
  Score: Raw -651489.996940 + Penalty 4072.626108 = -647417.370832
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36864.320000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36864.490000 sec): 3 clusters
  Score: Raw -191494.160529 + Penalty 3494.272938 = -187999.887591
  nChanged 306
		SP:Iteration 1F (36864.670000 sec): 3 clusters
  Score: Raw -191843.731551 + Penalty 3494.272938 = -188349.458613
  nChanged 74
		SP:Iteration 2F (36864.850000 sec): 3 clusters
  Score: Raw -191956.754375 + Penalty 3494.272938 = -188462.481437
  nChanged 49
		SP:Iteration 3Q (36865.020000 sec): 3 clusters
  Score: Raw -192029.767341 + Penalty 3494.272938 = -188535.494403
  nChanged 35
		SP:Iteration 4Q (36865.200000 sec): 3 clusters
  Score: Raw -192078.792633 + Penalty 3494.272938 = -188584.519695
  nChanged 31
		SP:Iteration 5Q (36865.370000 sec): 3 clusters
  Score: Raw -192133.545220 + Penalty 3494.272938 = -188639.272282
  nChanged 34
		SP:Iteration 6Q (36865.550000 sec): 3 clusters
  Score: Raw -192189.436142 + Penalty 3494.272938 = -188695.163204
  nChanged 27
		SP:Iteration 7Q (36865.730000 sec): 3 clusters
  Score: Raw -192235.184122 + Penalty 3494.272938 = -188740.911184
  nChanged 15
		SP:Iteration 8Q (36865.900000 sec): 3 clusters
  Score: Raw -192261.603854 + Penalty 3494.272938 = -188767.330916
  nChanged 18
		SP:Iteration 9Q (36866.080000 sec): 3 clusters
  Score: Raw -192292.160932 + Penalty 3494.272938 = -188797.887994
  nChanged 15
		SP:Iteration 10Q (36866.250000 sec): 3 clusters
  Score: Raw -192310.917859 + Penalty 3494.272938 = -188816.644921
  nChanged 9
		SP:Iteration 11Q (36866.430000 sec): 3 clusters
  Score: Raw -192322.948533 + Penalty 3494.272938 = -188828.675595
  nChanged 4
		SP:Iteration 12Q (36866.590000 sec): 3 clusters
  Score: Raw -192328.915221 + Penalty 3494.272938 = -188834.642283
  nChanged 8
		SP:Iteration 13Q (36866.770000 sec): 3 clusters
  Score: Raw -192338.191520 + Penalty 3494.272938 = -188843.918582
  nChanged 5
		SP:Iteration 14Q (36866.950000 sec): 3 clusters
  Score: Raw -192345.540511 + Penalty 3494.272938 = -188851.267573
  nChanged 4
		SP:Iteration 15Q (36867.120000 sec): 3 clusters
  Score: Raw -192352.147232 + Penalty 3494.272938 = -188857.874294
  nChanged 5
		SP:Iteration 16Q (36867.300000 sec): 3 clusters
  Score: Raw -192357.281878 + Penalty 3494.272938 = -188863.008940
  nChanged 3
		SP:Iteration 17Q (36867.470000 sec): 3 clusters
  Score: Raw -192362.204823 + Penalty 3494.272938 = -188867.931885
  nChanged 7
		SP:Iteration 18Q (36867.650000 sec): 3 clusters
  Score: Raw -192371.517534 + Penalty 3494.272938 = -188877.244595
  nChanged 11
		SP:Iteration 19Q (36867.830000 sec): 3 clusters
  Score: Raw -192387.438904 + Penalty 3494.272938 = -188893.165966
  nChanged 10
		SP:Iteration 20F (36868.000000 sec): 3 clusters
  Score: Raw -192401.067978 + Penalty 3494.272938 = -188906.795039
  nChanged 10
		SP:Iteration 21Q (36868.180000 sec): 3 clusters
  Score: Raw -192419.998821 + Penalty 3494.272938 = -188925.725883
  nChanged 10
		SP:Iteration 22Q (36868.350000 sec): 3 clusters
  Score: Raw -192442.140800 + Penalty 3494.272938 = -188947.867861
  nChanged 9
		SP:Iteration 23Q (36868.530000 sec): 3 clusters
  Score: Raw -192455.789305 + Penalty 3494.272938 = -188961.516367
  nChanged 7
		SP:Iteration 24Q (36868.710000 sec): 3 clusters
  Score: Raw -192463.648630 + Penalty 3494.272938 = -188969.375692
  nChanged 3
		SP:Iteration 25Q (36868.880000 sec): 3 clusters
  Score: Raw -192466.699323 + Penalty 3494.272938 = -188972.426385
  nChanged 2
		SP:Iteration 26Q (36869.060000 sec): 3 clusters
  Score: Raw -192469.384391 + Penalty 3494.272938 = -188975.111453
  nChanged 1
		SP:Iteration 27Q (36869.230000 sec): 3 clusters
  Score: Raw -192469.822264 + Penalty 3494.272938 = -188975.549326
  nChanged 0
		SP:Iteration 28F (36869.410000 sec): 3 clusters
  Score: Raw -192469.822264 + Penalty 3494.272938 = -188975.549326
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36869.490000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36869.670000 sec): 3 clusters
  Score: Raw -20963.827020 + Penalty 2458.090221 = -18505.736799
  nChanged 9
		SP:Iteration 1F (36869.850000 sec): 3 clusters
  Score: Raw -21013.412763 + Penalty 2458.090221 = -18555.322542
  nChanged 1
		SP:Iteration 2Q (36870.020000 sec): 3 clusters
  Score: Raw -21015.807371 + Penalty 2458.090221 = -18557.717150
  nChanged 1
		SP:Iteration 3Q (36870.200000 sec): 3 clusters
  Score: Raw -21021.501351 + Penalty 2458.090221 = -18563.411131
  nChanged 0
		SP:Iteration 4F (36870.370000 sec): 3 clusters
  Score: Raw -21021.501351 + Penalty 2458.090221 = -18563.411131
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36870.460000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36870.640000 sec): 3 clusters
  Score: Raw -52760.717867 + Penalty 2857.977486 = -49902.740381
  nChanged 32
		SP:Iteration 1F (36870.810000 sec): 3 clusters
  Score: Raw -52838.810638 + Penalty 2857.977486 = -49980.833152
  nChanged 6
		SP:Iteration 2Q (36870.990000 sec): 3 clusters
  Score: Raw -52864.855479 + Penalty 2857.977486 = -50006.877994
  nChanged 4
		SP:Iteration 3Q (36871.170000 sec): 3 clusters
  Score: Raw -52879.920276 + Penalty 2857.977486 = -50021.942790
  nChanged 1
		SP:Iteration 4Q (36871.340000 sec): 3 clusters
  Score: Raw -52882.395828 + Penalty 2857.977486 = -50024.418342
  nChanged 1
		SP:Iteration 5Q (36871.520000 sec): 3 clusters
  Score: Raw -52883.831599 + Penalty 2857.977486 = -50025.854113
  nChanged 0
		SP:Iteration 6F (36871.690000 sec): 3 clusters
  Score: Raw -52883.831599 + Penalty 2857.977486 = -50025.854113
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36871.780000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36871.960000 sec): 3 clusters
  Score: Raw -68472.145440 + Penalty 3139.541569 = -65332.603871
  nChanged 119
		SP:Iteration 1F (36872.130000 sec): 3 clusters
  Score: Raw -68689.798602 + Penalty 3139.541569 = -65550.257033
  nChanged 39
		SP:Iteration 2F (36872.310000 sec): 3 clusters
  Score: Raw -68778.877630 + Penalty 3139.541569 = -65639.336061
  nChanged 23
		SP:Iteration 3Q (36872.480000 sec): 3 clusters
  Score: Raw -68842.116307 + Penalty 3139.541569 = -65702.574738
  nChanged 16
		SP:Iteration 4Q (36872.640000 sec): 3 clusters
  Score: Raw -68869.955620 + Penalty 3139.541569 = -65730.414051
  nChanged 8
		SP:Iteration 5Q (36872.800000 sec): 3 clusters
  Score: Raw -68890.378649 + Penalty 3139.541569 = -65750.837080
  nChanged 8
		SP:Iteration 6Q (36872.970000 sec): 3 clusters
  Score: Raw -68914.378886 + Penalty 3139.541569 = -65774.837316
  nChanged 5
		SP:Iteration 7Q (36873.150000 sec): 3 clusters
  Score: Raw -68922.781887 + Penalty 3139.541569 = -65783.240318
  nChanged 4
		SP:Iteration 8Q (36873.320000 sec): 3 clusters
  Score: Raw -68925.575868 + Penalty 3139.541569 = -65786.034299
  nChanged 2
		SP:Iteration 9Q (36873.500000 sec): 3 clusters
  Score: Raw -68926.543703 + Penalty 3139.541569 = -65787.002134
  nChanged 1
		SP:Iteration 10Q (36873.670000 sec): 3 clusters
  Score: Raw -68928.281728 + Penalty 3139.541569 = -65788.740159
  nChanged 0
		SP:Iteration 11F (36873.810000 sec): 3 clusters
  Score: Raw -68928.281728 + Penalty 3139.541569 = -65788.740159
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36873.890000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36874.070000 sec): 3 clusters
  Score: Raw -23064.585311 + Penalty 2471.868884 = -20592.716427
  nChanged 5
		SP:Iteration 1Q (36874.240000 sec): 3 clusters
  Score: Raw -23095.658222 + Penalty 2471.868884 = -20623.789338
  nChanged 1
		SP:Iteration 2Q (36874.420000 sec): 3 clusters
  Score: Raw -23099.194170 + Penalty 2471.868884 = -20627.325286
  nChanged 0
		SP:Iteration 3F (36874.590000 sec): 3 clusters
  Score: Raw -23099.194170 + Penalty 2471.868884 = -20627.325286
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36874.680000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36874.870000 sec): 3 clusters
  Score: Raw -95059.061625 + Penalty 3167.892142 = -91891.169483
  nChanged 120
		SP:Iteration 1F (36875.030000 sec): 3 clusters
  Score: Raw -95273.882622 + Penalty 3167.892142 = -92105.990479
  nChanged 34
		SP:Iteration 2F (36875.210000 sec): 3 clusters
  Score: Raw -95382.878683 + Penalty 3167.892142 = -92214.986541
  nChanged 14
		SP:Iteration 3Q (36875.390000 sec): 3 clusters
  Score: Raw -95418.334010 + Penalty 3167.892142 = -92250.441868
  nChanged 10
		SP:Iteration 4Q (36875.560000 sec): 3 clusters
  Score: Raw -95479.004648 + Penalty 3167.892142 = -92311.112506
  nChanged 10
		SP:Iteration 5Q (36875.740000 sec): 3 clusters
  Score: Raw -95501.634591 + Penalty 3167.892142 = -92333.742449
  nChanged 12
		SP:Iteration 6Q (36875.910000 sec): 3 clusters
  Score: Raw -95535.639003 + Penalty 3167.892142 = -92367.746861
  nChanged 16
		SP:Iteration 7Q (36876.090000 sec): 3 clusters
  Score: Raw -95576.305786 + Penalty 3167.892142 = -92408.413644
  nChanged 11
		SP:Iteration 8Q (36876.270000 sec): 3 clusters
  Score: Raw -95604.008696 + Penalty 3167.892142 = -92436.116554
  nChanged 7
		SP:Iteration 9Q (36876.440000 sec): 3 clusters
  Score: Raw -95615.031268 + Penalty 3167.892142 = -92447.139126
  nChanged 4
		SP:Iteration 10Q (36876.620000 sec): 3 clusters
  Score: Raw -95625.415445 + Penalty 3167.892142 = -92457.523303
  nChanged 1
		SP:Iteration 11Q (36876.790000 sec): 3 clusters
  Score: Raw -95627.531887 + Penalty 3167.892142 = -92459.639745
  nChanged 1
		SP:Iteration 12Q (36876.970000 sec): 3 clusters
  Score: Raw -95629.895676 + Penalty 3167.892142 = -92462.003534
  nChanged 0
		SP:Iteration 13F (36877.150000 sec): 3 clusters
  Score: Raw -95629.895676 + Penalty 3167.892142 = -92462.003534
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36877.230000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36877.410000 sec): 3 clusters
  Score: Raw -43872.815665 + Penalty 2789.512683 = -41083.302982
  nChanged 49
		SP:Iteration 1F (36877.590000 sec): 3 clusters
  Score: Raw -44029.390046 + Penalty 2789.512683 = -41239.877363
  nChanged 18
		SP:Iteration 2F (36877.760000 sec): 3 clusters
  Score: Raw -44092.230095 + Penalty 2789.512683 = -41302.717412
  nChanged 10
		SP:Iteration 3Q (36877.940000 sec): 3 clusters
  Score: Raw -44121.411609 + Penalty 2789.512683 = -41331.898926
  nChanged 5
		SP:Iteration 4Q (36878.110000 sec): 3 clusters
  Score: Raw -44137.471510 + Penalty 2789.512683 = -41347.958827
  nChanged 2
		SP:Iteration 5Q (36878.290000 sec): 3 clusters
  Score: Raw -44146.980940 + Penalty 2789.512683 = -41357.468257
  nChanged 0
		SP:Iteration 6F (36878.470000 sec): 3 clusters
  Score: Raw -44146.980940 + Penalty 2789.512683 = -41357.468257
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36878.550000 sec): 2 clusters
  Score: Raw -185766.631493 + Penalty 1747.136469 = -184019.495024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36878.730000 sec): 3 clusters
  Score: Raw -185517.782797 + Penalty 3494.272938 = -182023.509859
  nChanged 302
		SP:Iteration 1F (36878.910000 sec): 3 clusters
  Score: Raw -185877.527375 + Penalty 3494.272938 = -182383.254437
  nChanged 86
		SP:Iteration 2F (36879.080000 sec): 3 clusters
  Score: Raw -186031.481687 + Penalty 3494.272938 = -182537.208748
  nChanged 67
		SP:Iteration 3F (36879.260000 sec): 3 clusters
  Score: Raw -186124.492482 + Penalty 3494.272938 = -182630.219544
  nChanged 45
		SP:Iteration 4Q (36879.430000 sec): 3 clusters
  Score: Raw -186209.326241 + Penalty 3494.272938 = -182715.053303
  nChanged 39
		SP:Iteration 5Q (36879.610000 sec): 3 clusters
  Score: Raw -186293.257570 + Penalty 3494.272938 = -182798.984632
  nChanged 43
		SP:Iteration 6Q (36879.790000 sec): 3 clusters
  Score: Raw -186355.931665 + Penalty 3494.272938 = -182861.658727
  nChanged 30
		SP:Iteration 7Q (36879.960000 sec): 3 clusters
  Score: Raw -186401.133907 + Penalty 3494.272938 = -182906.860969
  nChanged 24
		SP:Iteration 8Q (36880.140000 sec): 3 clusters
  Score: Raw -186433.216055 + Penalty 3494.272938 = -182938.943117
  nChanged 11
		SP:Iteration 9Q (36880.310000 sec): 3 clusters
  Score: Raw -186444.887779 + Penalty 3494.272938 = -182950.614841
  nChanged 12
		SP:Iteration 10Q (36880.490000 sec): 3 clusters
  Score: Raw -186456.304157 + Penalty 3494.272938 = -182962.031219
  nChanged 9
		SP:Iteration 11Q (36880.660000 sec): 3 clusters
  Score: Raw -186469.585224 + Penalty 3494.272938 = -182975.312286
  nChanged 12
		SP:Iteration 12Q (36880.840000 sec): 3 clusters
  Score: Raw -186492.142714 + Penalty 3494.272938 = -182997.869776
  nChanged 13
		SP:Iteration 13Q (36881.010000 sec): 3 clusters
  Score: Raw -186515.509592 + Penalty 3494.272938 = -183021.236653
  nChanged 11
		SP:Iteration 14Q (36881.190000 sec): 3 clusters
  Score: Raw -186531.003780 + Penalty 3494.272938 = -183036.730842
  nChanged 11
		SP:Iteration 15Q (36881.370000 sec): 3 clusters
  Score: Raw -186547.988880 + Penalty 3494.272938 = -183053.715942
  nChanged 11
		SP:Iteration 16Q (36881.540000 sec): 3 clusters
  Score: Raw -186568.523168 + Penalty 3494.272938 = -183074.250230
  nChanged 11
		SP:Iteration 17Q (36881.720000 sec): 3 clusters
  Score: Raw -186579.126666 + Penalty 3494.272938 = -183084.853728
  nChanged 4
		SP:Iteration 18Q (36881.900000 sec): 3 clusters
  Score: Raw -186583.927633 + Penalty 3494.272938 = -183089.654694
  nChanged 2
		SP:Iteration 19Q (36882.070000 sec): 3 clusters
  Score: Raw -186584.817314 + Penalty 3494.272938 = -183090.544376
  nChanged 0
		SP:Iteration 20F (36882.250000 sec): 3 clusters
  Score: Raw -186584.987216 + Penalty 3494.272938 = -183090.714278
  nChanged 2
		SP:Iteration 21Q (36882.420000 sec): 3 clusters
  Score: Raw -186592.518145 + Penalty 3494.272938 = -183098.245207
  nChanged 3
		SP:Iteration 22Q (36882.600000 sec): 3 clusters
  Score: Raw -186597.010655 + Penalty 3494.272938 = -183102.737717
  nChanged 2
		SP:Iteration 23Q (36882.780000 sec): 3 clusters
  Score: Raw -186599.183110 + Penalty 3494.272938 = -183104.910172
  nChanged 3
		SP:Iteration 24Q (36882.950000 sec): 3 clusters
  Score: Raw -186603.775056 + Penalty 3494.272938 = -183109.502118
  nChanged 5
		SP:Iteration 25Q (36883.130000 sec): 3 clusters
  Score: Raw -186613.563596 + Penalty 3494.272938 = -183119.290658
  nChanged 7
		SP:Iteration 26Q (36883.300000 sec): 3 clusters
  Score: Raw -186629.165633 + Penalty 3494.272938 = -183134.892695
  nChanged 9
		SP:Iteration 27Q (36883.480000 sec): 3 clusters
  Score: Raw -186642.969907 + Penalty 3494.272938 = -183148.696969
  nChanged 6
		SP:Iteration 28Q (36883.660000 sec): 3 clusters
  Score: Raw -186652.650930 + Penalty 3494.272938 = -183158.377992
  nChanged 7
		SP:Iteration 29Q (36883.830000 sec): 3 clusters
  Score: Raw -186659.809577 + Penalty 3494.272938 = -183165.536639
  nChanged 0
		SP:Iteration 30F (36884.010000 sec): 3 clusters
  Score: Raw -186659.809577 + Penalty 3494.272938 = -183165.536639
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36884.100000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36884.270000 sec): 3 clusters
  Score: Raw -46451.395155 + Penalty 2908.361063 = -43543.034092
  nChanged 85
		SP:Iteration 1F (36884.450000 sec): 3 clusters
  Score: Raw -46805.174752 + Penalty 2908.361063 = -43896.813689
  nChanged 26
		SP:Iteration 2F (36884.620000 sec): 3 clusters
  Score: Raw -47052.903789 + Penalty 2908.361063 = -44144.542726
  nChanged 25
		SP:Iteration 3F (36884.800000 sec): 3 clusters
  Score: Raw -47271.158876 + Penalty 2908.361063 = -44362.797813
  nChanged 13
		SP:Iteration 4Q (36884.880000 sec): 3 clusters
  Score: Raw -47305.443257 + Penalty 2908.361063 = -44397.082194
  nChanged 5
		SP:Iteration 5Q (36884.900000 sec): 3 clusters
  Score: Raw -47317.208061 + Penalty 2908.361063 = -44408.846998
  nChanged 1
		SP:Iteration 6Q (36884.900000 sec): 3 clusters
  Score: Raw -47331.537308 + Penalty 2908.361063 = -44423.176245
  nChanged 1
		SP:Iteration 7Q (36884.920000 sec): 3 clusters
  Score: Raw -47339.784901 + Penalty 2908.361063 = -44431.423838
  nChanged 0
		SP:Iteration 8F (36884.920000 sec): 3 clusters
  Score: Raw -47339.784901 + Penalty 2908.361063 = -44431.423838
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (36884.960000 sec): 2 clusters
  Score: Raw -85181.554758 + Penalty 1585.610507 = -83595.944251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (36884.980000 sec): 3 clusters
  Score: Raw -85198.705229 + Penalty 3171.221014 = -82027.484215
  nChanged 120
		SP:Iteration 1F (36885.000000 sec): 3 clusters
  Score: Raw -85442.587404 + Penalty 3171.221014 = -82271.366390
  nChanged 41
		SP:Iteration 2F (36885.020000 sec): 3 clusters
  Score: Raw -85583.878484 + Penalty 3171.221014 = -82412.657470
  nChanged 36
		SP:Iteration 3F (36885.050000 sec): 3 clusters
  Score: Raw -85682.624385 + Penalty 3171.221014 = -82511.403371
  nChanged 16
		SP:Iteration 4Q (36885.070000 sec): 3 clusters
  Score: Raw -85718.900625 + Penalty 3171.221014 = -82547.679611
  nChanged 13
		SP:Iteration 5Q (36885.090000 sec): 3 clusters
  Score: Raw -85766.240784 + Penalty 3171.221014 = -82595.019770
  nChanged 13
		SP:Iteration 6Q (36885.120000 sec): 3 clusters
  Score: Raw -85819.054427 + Penalty 3171.221014 = -82647.833413
  nChanged 18
		SP:Iteration 7Q (36885.140000 sec): 3 clusters
  Score: Raw -85874.177961 + Penalty 3171.221014 = -82702.956947
  nChanged 19
		SP:Iteration 8Q (36885.160000 sec): 3 clusters
  Score: Raw -85946.550892 + Penalty 3171.221014 = -82775.329879
  nChanged 12
		SP:Iteration 9Q (36885.180000 sec): 3 clusters
  Score: Raw -86030.586207 + Penalty 3171.221014 = -82859.365193
  nChanged 13
		SP:Iteration 10Q (36885.210000 sec): 3 clusters
  Score: Raw -86109.080803 + Penalty 3171.221014 = -82937.859789
  nChanged 15
		SP:Iteration 11Q (36885.230000 sec): 3 clusters
  Score: Raw -86185.094113 + Penalty 3171.221014 = -83013.873099
  nChanged 21
		SP:Iteration 12Q (36885.250000 sec): 3 clusters
  Score: Raw -86263.444608 + Penalty 3171.221014 = -83092.223594
  nChanged 14
		SP:Iteration 13Q (36885.280000 sec): 3 clusters
  Score: Raw -86314.477914 + Penalty 3171.221014 = -83143.256900
  nChanged 12
		SP:Iteration 14Q (36885.300000 sec): 3 clusters
  Score: Raw -86355.853001 + Penalty 3171.221014 = -83184.631987
  nChanged 5
		SP:Iteration 15Q (36885.320000 sec): 3 clusters
  Score: Raw -86382.010566 + Penalty 3171.221014 = -83210.789552
  nChanged 3
		SP:Iteration 16Q (36885.340000 sec): 3 clusters
  Score: Raw -86391.154577 + Penalty 3171.221014 = -83219.933563
  nChanged 1
		SP:Iteration 17Q (36885.370000 sec): 3 clusters
  Score: Raw -86392.108721 + Penalty 3171.221014 = -83220.887707
  nChanged 0
		SP:Iteration 18F (36885.390000 sec): 3 clusters
  Score: Raw -86394.067577 + Penalty 3171.221014 = -83222.846563
  nChanged 1
		SP:Iteration 19Q (36885.410000 sec): 3 clusters
  Score: Raw -86399.794734 + Penalty 3171.221014 = -83228.573720
  nChanged 2
		SP:Iteration 20F (36885.560000 sec): 3 clusters
  Score: Raw -86404.757637 + Penalty 3171.221014 = -83233.536623
  nChanged 1
		SP:Iteration 21Q (36885.740000 sec): 3 clusters
  Score: Raw -86411.485750 + Penalty 3171.221014 = -83240.264737
  nChanged 2
		SP:Iteration 22Q (36885.910000 sec): 3 clusters
  Score: Raw -86420.167229 + Penalty 3171.221014 = -83248.946215
  nChanged 0
		SP:Iteration 23F (36886.090000 sec): 3 clusters
  Score: Raw -86420.167229 + Penalty 3171.221014 = -83248.946215
  nChanged 0
Deleting Class 31 (450 points): Lose 3132.090826 but Gain 3262.464713
Iteration 481F (37004.200000 sec): 60 clusters
  Score: Raw -91407637.908399 + Penalty 192485.418085 = -91215152.490314
  nChanged 428
Iteration 482F (37120.060000 sec): 60 clusters
  Score: Raw -91408899.067047 + Penalty 192485.418085 = -91216413.648963
  nChanged 31
Iteration 483Q (37194.760000 sec): 60 clusters
  Score: Raw -91408932.381563 + Penalty 192485.418085 = -91216446.963478
  nChanged 13
Iteration 484Q (37275.110000 sec): 60 clusters
  Score: Raw -91408947.527946 + Penalty 192485.418085 = -91216462.109861
  nChanged 3
Iteration 485Q (37348.560000 sec): 60 clusters
  Score: Raw -91408954.027639 + Penalty 192485.418085 = -91216468.609555
  nChanged 2
Iteration 486Q (37425.570000 sec): 60 clusters
  Score: Raw -91408956.956011 + Penalty 192485.418085 = -91216471.537926
  nChanged 0
Iteration 487F (37540.300000 sec): 60 clusters
  Score: Raw -91408956.956011 + Penalty 192485.418085 = -91216471.537926
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408956.956011 + Penalty 192485.418085 = -91216471.537926
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37540.340000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37540.470000 sec): 3 clusters
  Score: Raw -48069.804038 + Penalty 2941.076215 = -45128.727823
  nChanged 78
		SP:Iteration 1F (37540.640000 sec): 3 clusters
  Score: Raw -48437.164413 + Penalty 2941.076215 = -45496.088198
  nChanged 34
		SP:Iteration 2F (37540.820000 sec): 3 clusters
  Score: Raw -48595.593801 + Penalty 2941.076215 = -45654.517586
  nChanged 17
		SP:Iteration 3Q (37540.990000 sec): 3 clusters
  Score: Raw -48719.676440 + Penalty 2941.076215 = -45778.600225
  nChanged 10
		SP:Iteration 4Q (37541.170000 sec): 3 clusters
  Score: Raw -48796.287968 + Penalty 2941.076215 = -45855.211753
  nChanged 7
		SP:Iteration 5Q (37541.340000 sec): 3 clusters
  Score: Raw -48846.365636 + Penalty 2941.076215 = -45905.289421
  nChanged 4
		SP:Iteration 6Q (37541.510000 sec): 3 clusters
  Score: Raw -48864.660597 + Penalty 2941.076215 = -45923.584382
  nChanged 4
		SP:Iteration 7Q (37541.690000 sec): 3 clusters
  Score: Raw -48908.063335 + Penalty 2941.076215 = -45966.987120
  nChanged 3
		SP:Iteration 8Q (37541.700000 sec): 3 clusters
  Score: Raw -48977.867832 + Penalty 2941.076215 = -46036.791616
  nChanged 4
		SP:Iteration 9Q (37541.710000 sec): 3 clusters
  Score: Raw -48995.889460 + Penalty 2941.076215 = -46054.813245
  nChanged 2
		SP:Iteration 10Q (37541.720000 sec): 3 clusters
  Score: Raw -49011.709688 + Penalty 2941.076215 = -46070.633473
  nChanged 3
		SP:Iteration 11Q (37541.730000 sec): 3 clusters
  Score: Raw -49031.668720 + Penalty 2941.076215 = -46090.592505
  nChanged 0
		SP:Iteration 12F (37541.740000 sec): 3 clusters
  Score: Raw -49031.668720 + Penalty 2941.076215 = -46090.592505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37541.770000 sec): 2 clusters
  Score: Raw -77478.041275 + Penalty 1532.644130 = -75945.397145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37541.800000 sec): 3 clusters
  Score: Raw -77517.740005 + Penalty 3065.288260 = -74452.451745
  nChanged 99
		SP:Iteration 1F (37541.820000 sec): 3 clusters
  Score: Raw -77737.573313 + Penalty 3065.288260 = -74672.285053
  nChanged 33
		SP:Iteration 2F (37541.840000 sec): 3 clusters
  Score: Raw -77820.602538 + Penalty 3065.288260 = -74755.314277
  nChanged 22
		SP:Iteration 3Q (37541.860000 sec): 3 clusters
  Score: Raw -77884.729861 + Penalty 3065.288260 = -74819.441601
  nChanged 16
		SP:Iteration 4Q (37541.880000 sec): 3 clusters
  Score: Raw -77930.523869 + Penalty 3065.288260 = -74865.235609
  nChanged 5
		SP:Iteration 5Q (37541.900000 sec): 3 clusters
  Score: Raw -77944.392515 + Penalty 3065.288260 = -74879.104255
  nChanged 0
		SP:Iteration 6F (37541.930000 sec): 3 clusters
  Score: Raw -77944.392515 + Penalty 3065.288260 = -74879.104255
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37541.970000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37542.000000 sec): 3 clusters
  Score: Raw -221811.917275 + Penalty 3514.607126 = -218297.310149
  nChanged 291
		SP:Iteration 1F (37542.040000 sec): 3 clusters
  Score: Raw -222103.173086 + Penalty 3514.607126 = -218588.565959
  nChanged 66
		SP:Iteration 2F (37542.070000 sec): 3 clusters
  Score: Raw -222193.812269 + Penalty 3514.607126 = -218679.205143
  nChanged 49
		SP:Iteration 3Q (37542.100000 sec): 3 clusters
  Score: Raw -222255.914613 + Penalty 3514.607126 = -218741.307487
  nChanged 28
		SP:Iteration 4Q (37542.130000 sec): 3 clusters
  Score: Raw -222289.895229 + Penalty 3514.607126 = -218775.288103
  nChanged 29
		SP:Iteration 5Q (37542.160000 sec): 3 clusters
  Score: Raw -222321.637165 + Penalty 3514.607126 = -218807.030039
  nChanged 17
		SP:Iteration 6Q (37542.190000 sec): 3 clusters
  Score: Raw -222341.064501 + Penalty 3514.607126 = -218826.457375
  nChanged 14
		SP:Iteration 7Q (37542.220000 sec): 3 clusters
  Score: Raw -222357.815929 + Penalty 3514.607126 = -218843.208803
  nChanged 9
		SP:Iteration 8Q (37542.260000 sec): 3 clusters
  Score: Raw -222365.221742 + Penalty 3514.607126 = -218850.614616
  nChanged 5
		SP:Iteration 9Q (37542.290000 sec): 3 clusters
  Score: Raw -222368.890718 + Penalty 3514.607126 = -218854.283591
  nChanged 1
		SP:Iteration 10Q (37542.320000 sec): 3 clusters
  Score: Raw -222370.766722 + Penalty 3514.607126 = -218856.159595
  nChanged 0
		SP:Iteration 11F (37542.350000 sec): 3 clusters
  Score: Raw -222370.766722 + Penalty 3514.607126 = -218856.159595
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37542.380000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37542.390000 sec): 3 clusters
  Score: Raw -26969.228880 + Penalty 2544.429763 = -24424.799118
  nChanged 12
		SP:Iteration 1F (37542.400000 sec): 3 clusters
  Score: Raw -27030.652740 + Penalty 2544.429763 = -24486.222977
  nChanged 5
		SP:Iteration 2Q (37542.400000 sec): 3 clusters
  Score: Raw -27064.506866 + Penalty 2544.429763 = -24520.077104
  nChanged 1
		SP:Iteration 3Q (37542.410000 sec): 3 clusters
  Score: Raw -27074.155757 + Penalty 2544.429763 = -24529.725995
  nChanged 1
		SP:Iteration 4Q (37542.420000 sec): 3 clusters
  Score: Raw -27079.596574 + Penalty 2544.429763 = -24535.166812
  nChanged 1
		SP:Iteration 5Q (37542.420000 sec): 3 clusters
  Score: Raw -27087.339856 + Penalty 2544.429763 = -24542.910094
  nChanged 0
		SP:Iteration 6F (37542.430000 sec): 3 clusters
  Score: Raw -27087.339856 + Penalty 2544.429763 = -24542.910094
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37542.520000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37542.660000 sec): 3 clusters
  Score: Raw -901845.904826 + Penalty 4236.000510 = -897609.904316
  nChanged 1945
		SP:Iteration 1F (37542.760000 sec): 3 clusters
  Score: Raw -902953.541866 + Penalty 4236.000510 = -898717.541356
  nChanged 391
		SP:Iteration 2F (37542.860000 sec): 3 clusters
  Score: Raw -903192.557785 + Penalty 4236.000510 = -898956.557275
  nChanged 280
		SP:Iteration 3F (37542.960000 sec): 3 clusters
  Score: Raw -903372.053068 + Penalty 4236.000510 = -899136.052558
  nChanged 227
		SP:Iteration 4Q (37543.060000 sec): 3 clusters
  Score: Raw -903506.057797 + Penalty 4236.000510 = -899270.057287
  nChanged 190
		SP:Iteration 5Q (37543.180000 sec): 3 clusters
  Score: Raw -903615.652643 + Penalty 4236.000510 = -899379.652133
  nChanged 161
		SP:Iteration 6Q (37543.380000 sec): 3 clusters
  Score: Raw -903704.418589 + Penalty 4236.000510 = -899468.418079
  nChanged 133
		SP:Iteration 7Q (37543.590000 sec): 3 clusters
  Score: Raw -903786.494664 + Penalty 4236.000510 = -899550.494154
  nChanged 125
		SP:Iteration 8Q (37543.800000 sec): 3 clusters
  Score: Raw -903858.628751 + Penalty 4236.000510 = -899622.628241
  nChanged 118
		SP:Iteration 9Q (37544.000000 sec): 3 clusters
  Score: Raw -903926.704782 + Penalty 4236.000510 = -899690.704272
  nChanged 110
		SP:Iteration 10Q (37544.200000 sec): 3 clusters
  Score: Raw -903988.601846 + Penalty 4236.000510 = -899752.601336
  nChanged 101
		SP:Iteration 11Q (37544.410000 sec): 3 clusters
  Score: Raw -904053.214942 + Penalty 4236.000510 = -899817.214432
  nChanged 106
		SP:Iteration 12Q (37544.610000 sec): 3 clusters
  Score: Raw -904124.848509 + Penalty 4236.000510 = -899888.847999
  nChanged 122
		SP:Iteration 13Q (37544.820000 sec): 3 clusters
  Score: Raw -904201.904845 + Penalty 4236.000510 = -899965.904335
  nChanged 137
		SP:Iteration 14Q (37545.020000 sec): 3 clusters
  Score: Raw -904300.654779 + Penalty 4236.000510 = -900064.654269
  nChanged 126
		SP:Iteration 15Q (37545.230000 sec): 3 clusters
  Score: Raw -904401.170692 + Penalty 4236.000510 = -900165.170182
  nChanged 134
		SP:Iteration 16Q (37545.460000 sec): 3 clusters
  Score: Raw -904506.157021 + Penalty 4236.000510 = -900270.156511
  nChanged 133
		SP:Iteration 17Q (37545.560000 sec): 3 clusters
  Score: Raw -904611.365069 + Penalty 4236.000510 = -900375.364559
  nChanged 149
		SP:Iteration 18Q (37545.740000 sec): 3 clusters
  Score: Raw -904717.431926 + Penalty 4236.000510 = -900481.431416
  nChanged 145
		SP:Iteration 19Q (37545.840000 sec): 3 clusters
  Score: Raw -904816.586710 + Penalty 4236.000510 = -900580.586200
  nChanged 128
		SP:Iteration 20F (37545.940000 sec): 3 clusters
  Score: Raw -904894.138337 + Penalty 4236.000510 = -900658.137827
  nChanged 97
		SP:Iteration 21Q (37546.110000 sec): 3 clusters
  Score: Raw -904951.137537 + Penalty 4236.000510 = -900715.137028
  nChanged 86
		SP:Iteration 22Q (37546.260000 sec): 3 clusters
  Score: Raw -904998.320485 + Penalty 4236.000510 = -900762.319975
  nChanged 64
		SP:Iteration 23Q (37546.420000 sec): 3 clusters
  Score: Raw -905025.369922 + Penalty 4236.000510 = -900789.369412
  nChanged 44
		SP:Iteration 24Q (37546.580000 sec): 3 clusters
  Score: Raw -905043.806410 + Penalty 4236.000510 = -900807.805900
  nChanged 39
		SP:Iteration 25Q (37546.750000 sec): 3 clusters
  Score: Raw -905062.202002 + Penalty 4236.000510 = -900826.201492
  nChanged 32
		SP:Iteration 26Q (37546.910000 sec): 3 clusters
  Score: Raw -905077.639517 + Penalty 4236.000510 = -900841.639007
  nChanged 32
		SP:Iteration 27Q (37547.070000 sec): 3 clusters
  Score: Raw -905090.485553 + Penalty 4236.000510 = -900854.485043
  nChanged 28
		SP:Iteration 28Q (37547.230000 sec): 3 clusters
  Score: Raw -905103.159232 + Penalty 4236.000510 = -900867.158722
  nChanged 33
		SP:Iteration 29Q (37547.390000 sec): 3 clusters
  Score: Raw -905117.631032 + Penalty 4236.000510 = -900881.630522
  nChanged 31
		SP:Iteration 30Q (37547.550000 sec): 3 clusters
  Score: Raw -905132.126071 + Penalty 4236.000510 = -900896.125561
  nChanged 29
		SP:Iteration 31Q (37547.710000 sec): 3 clusters
  Score: Raw -905147.258167 + Penalty 4236.000510 = -900911.257657
  nChanged 31
		SP:Iteration 32Q (37547.870000 sec): 3 clusters
  Score: Raw -905165.507129 + Penalty 4236.000510 = -900929.506619
  nChanged 36
		SP:Iteration 33Q (37548.030000 sec): 3 clusters
  Score: Raw -905192.658547 + Penalty 4236.000510 = -900956.658037
  nChanged 43
		SP:Iteration 34Q (37548.190000 sec): 3 clusters
  Score: Raw -905218.635925 + Penalty 4236.000510 = -900982.635415
  nChanged 37
		SP:Iteration 35Q (37548.350000 sec): 3 clusters
  Score: Raw -905244.549686 + Penalty 4236.000510 = -901008.549176
  nChanged 42
		SP:Iteration 36Q (37548.510000 sec): 3 clusters
  Score: Raw -905277.887868 + Penalty 4236.000510 = -901041.887358
  nChanged 58
		SP:Iteration 37Q (37548.680000 sec): 3 clusters
  Score: Raw -905323.291039 + Penalty 4236.000510 = -901087.290529
  nChanged 57
		SP:Iteration 38Q (37548.880000 sec): 3 clusters
  Score: Raw -905368.672210 + Penalty 4236.000510 = -901132.671700
  nChanged 60
		SP:Iteration 39Q (37549.040000 sec): 3 clusters
  Score: Raw -905435.164690 + Penalty 4236.000510 = -901199.164180
  nChanged 65
		SP:Iteration 40F (37549.200000 sec): 3 clusters
  Score: Raw -905528.385223 + Penalty 4236.000510 = -901292.384713
  nChanged 49
		SP:Iteration 41Q (37549.360000 sec): 3 clusters
  Score: Raw -905587.970940 + Penalty 4236.000510 = -901351.970430
  nChanged 39
		SP:Iteration 42Q (37549.520000 sec): 3 clusters
  Score: Raw -905632.841938 + Penalty 4236.000510 = -901396.841428
  nChanged 33
		SP:Iteration 43Q (37549.680000 sec): 3 clusters
  Score: Raw -905672.837230 + Penalty 4236.000510 = -901436.836720
  nChanged 21
		SP:Iteration 44Q (37549.840000 sec): 3 clusters
  Score: Raw -905693.148017 + Penalty 4236.000510 = -901457.147507
  nChanged 11
		SP:Iteration 45Q (37550.000000 sec): 3 clusters
  Score: Raw -905700.767993 + Penalty 4236.000510 = -901464.767483
  nChanged 6
		SP:Iteration 46Q (37550.170000 sec): 3 clusters
  Score: Raw -905705.038040 + Penalty 4236.000510 = -901469.037530
  nChanged 7
		SP:Iteration 47Q (37550.330000 sec): 3 clusters
  Score: Raw -905708.851526 + Penalty 4236.000510 = -901472.851016
  nChanged 3
		SP:Iteration 48Q (37550.490000 sec): 3 clusters
  Score: Raw -905710.400117 + Penalty 4236.000510 = -901474.399607
  nChanged 3
		SP:Iteration 49Q (37550.690000 sec): 3 clusters
  Score: Raw -905712.699853 + Penalty 4236.000510 = -901476.699343
  nChanged 1
		SP:Iteration 50Q (37550.850000 sec): 3 clusters
  Score: Raw -905713.073888 + Penalty 4236.000510 = -901477.073378
  nChanged 0
		SP:Iteration 51F (37551.010000 sec): 3 clusters
  Score: Raw -905713.073888 + Penalty 4236.000510 = -901477.073378
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37551.100000 sec): 2 clusters
  Score: Raw -60712.063809 + Penalty 1501.500958 = -59210.562851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37551.280000 sec): 3 clusters
  Score: Raw -60882.679178 + Penalty 3003.001916 = -57879.677262
  nChanged 103
		SP:Iteration 1F (37551.450000 sec): 3 clusters
  Score: Raw -61126.643232 + Penalty 3003.001916 = -58123.641316
  nChanged 24
		SP:Iteration 2F (37551.630000 sec): 3 clusters
  Score: Raw -61258.865544 + Penalty 3003.001916 = -58255.863628
  nChanged 22
		SP:Iteration 3F (37551.800000 sec): 3 clusters
  Score: Raw -61341.760800 + Penalty 3003.001916 = -58338.758885
  nChanged 17
		SP:Iteration 4Q (37551.980000 sec): 3 clusters
  Score: Raw -61385.773183 + Penalty 3003.001916 = -58382.771268
  nChanged 10
		SP:Iteration 5Q (37552.150000 sec): 3 clusters
  Score: Raw -61415.032260 + Penalty 3003.001916 = -58412.030344
  nChanged 5
		SP:Iteration 6Q (37552.270000 sec): 3 clusters
  Score: Raw -61438.174128 + Penalty 3003.001916 = -58435.172212
  nChanged 4
		SP:Iteration 7Q (37552.280000 sec): 3 clusters
  Score: Raw -61474.367754 + Penalty 3003.001916 = -58471.365839
  nChanged 5
		SP:Iteration 8Q (37552.290000 sec): 3 clusters
  Score: Raw -61596.942027 + Penalty 3003.001916 = -58593.940111
  nChanged 8
		SP:Iteration 9Q (37552.300000 sec): 3 clusters
  Score: Raw -61639.949061 + Penalty 3003.001916 = -58636.947145
  nChanged 5
		SP:Iteration 10Q (37552.320000 sec): 3 clusters
  Score: Raw -61700.818170 + Penalty 3003.001916 = -58697.816255
  nChanged 4
		SP:Iteration 11Q (37552.320000 sec): 3 clusters
  Score: Raw -61786.551281 + Penalty 3003.001916 = -58783.549365
  nChanged 5
		SP:Iteration 12Q (37552.340000 sec): 3 clusters
  Score: Raw -61824.201372 + Penalty 3003.001916 = -58821.199457
  nChanged 5
		SP:Iteration 13Q (37552.360000 sec): 3 clusters
  Score: Raw -61884.990538 + Penalty 3003.001916 = -58881.988622
  nChanged 4
		SP:Iteration 14Q (37552.370000 sec): 3 clusters
  Score: Raw -61922.162426 + Penalty 3003.001916 = -58919.160510
  nChanged 2
		SP:Iteration 15Q (37552.390000 sec): 3 clusters
  Score: Raw -61965.380148 + Penalty 3003.001916 = -58962.378233
  nChanged 7
		SP:Iteration 16Q (37552.400000 sec): 3 clusters
  Score: Raw -61996.402174 + Penalty 3003.001916 = -58993.400258
  nChanged 7
		SP:Iteration 17Q (37552.420000 sec): 3 clusters
  Score: Raw -62027.085975 + Penalty 3003.001916 = -59024.084059
  nChanged 3
		SP:Iteration 18Q (37552.430000 sec): 3 clusters
  Score: Raw -62040.853822 + Penalty 3003.001916 = -59037.851906
  nChanged 1
		SP:Iteration 19Q (37552.450000 sec): 3 clusters
  Score: Raw -62047.283155 + Penalty 3003.001916 = -59044.281240
  nChanged 0
		SP:Iteration 20F (37552.470000 sec): 3 clusters
  Score: Raw -62050.946364 + Penalty 3003.001916 = -59047.944448
  nChanged 1
		SP:Iteration 21Q (37552.480000 sec): 3 clusters
  Score: Raw -62069.951543 + Penalty 3003.001916 = -59066.949628
  nChanged 2
		SP:Iteration 22Q (37552.500000 sec): 3 clusters
  Score: Raw -62079.337973 + Penalty 3003.001916 = -59076.336057
  nChanged 0
		SP:Iteration 23F (37552.520000 sec): 3 clusters
  Score: Raw -62079.337973 + Penalty 3003.001916 = -59076.336057
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37552.580000 sec): 2 clusters
  Score: Raw -280737.401180 + Penalty 1817.452464 = -278919.948716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37552.620000 sec): 3 clusters
  Score: Raw -280251.235240 + Penalty 3634.904927 = -276616.330313
  nChanged 453
		SP:Iteration 1F (37552.660000 sec): 3 clusters
  Score: Raw -280643.604970 + Penalty 3634.904927 = -277008.700043
  nChanged 124
		SP:Iteration 2F (37552.700000 sec): 3 clusters
  Score: Raw -280791.155041 + Penalty 3634.904927 = -277156.250114
  nChanged 62
		SP:Iteration 3Q (37552.740000 sec): 3 clusters
  Score: Raw -280853.197022 + Penalty 3634.904927 = -277218.292095
  nChanged 39
		SP:Iteration 4Q (37552.780000 sec): 3 clusters
  Score: Raw -280897.873487 + Penalty 3634.904927 = -277262.968560
  nChanged 38
		SP:Iteration 5Q (37552.820000 sec): 3 clusters
  Score: Raw -280932.219317 + Penalty 3634.904927 = -277297.314389
  nChanged 27
		SP:Iteration 6Q (37552.860000 sec): 3 clusters
  Score: Raw -280958.895477 + Penalty 3634.904927 = -277323.990550
  nChanged 17
		SP:Iteration 7Q (37552.890000 sec): 3 clusters
  Score: Raw -280976.157018 + Penalty 3634.904927 = -277341.252091
  nChanged 14
		SP:Iteration 8Q (37552.930000 sec): 3 clusters
  Score: Raw -280995.781258 + Penalty 3634.904927 = -277360.876331
  nChanged 19
		SP:Iteration 9Q (37552.970000 sec): 3 clusters
  Score: Raw -281020.345361 + Penalty 3634.904927 = -277385.440434
  nChanged 16
		SP:Iteration 10Q (37553.010000 sec): 3 clusters
  Score: Raw -281036.115354 + Penalty 3634.904927 = -277401.210427
  nChanged 14
		SP:Iteration 11Q (37553.050000 sec): 3 clusters
  Score: Raw -281048.919501 + Penalty 3634.904927 = -277414.014574
  nChanged 12
		SP:Iteration 12Q (37553.090000 sec): 3 clusters
  Score: Raw -281058.299153 + Penalty 3634.904927 = -277423.394226
  nChanged 8
		SP:Iteration 13Q (37553.130000 sec): 3 clusters
  Score: Raw -281075.850722 + Penalty 3634.904927 = -277440.945794
  nChanged 12
		SP:Iteration 14Q (37553.280000 sec): 3 clusters
  Score: Raw -281087.247586 + Penalty 3634.904927 = -277452.342659
  nChanged 7
		SP:Iteration 15Q (37553.450000 sec): 3 clusters
  Score: Raw -281094.888939 + Penalty 3634.904927 = -277459.984012
  nChanged 8
		SP:Iteration 16Q (37553.630000 sec): 3 clusters
  Score: Raw -281101.038400 + Penalty 3634.904927 = -277466.133473
  nChanged 5
		SP:Iteration 17Q (37553.810000 sec): 3 clusters
  Score: Raw -281104.434041 + Penalty 3634.904927 = -277469.529114
  nChanged 2
		SP:Iteration 18Q (37553.980000 sec): 3 clusters
  Score: Raw -281105.518235 + Penalty 3634.904927 = -277470.613308
  nChanged 2
		SP:Iteration 19Q (37554.160000 sec): 3 clusters
  Score: Raw -281107.272164 + Penalty 3634.904927 = -277472.367237
  nChanged 2
		SP:Iteration 20F (37554.330000 sec): 3 clusters
  Score: Raw -281108.639649 + Penalty 3634.904927 = -277473.734722
  nChanged 1
		SP:Iteration 21Q (37554.510000 sec): 3 clusters
  Score: Raw -281109.423279 + Penalty 3634.904927 = -277474.518352
  nChanged 1
		SP:Iteration 22Q (37554.670000 sec): 3 clusters
  Score: Raw -281110.235805 + Penalty 3634.904927 = -277475.330878
  nChanged 1
		SP:Iteration 23Q (37554.830000 sec): 3 clusters
  Score: Raw -281110.895297 + Penalty 3634.904927 = -277475.990370
  nChanged 1
		SP:Iteration 24Q (37554.990000 sec): 3 clusters
  Score: Raw -281111.419559 + Penalty 3634.904927 = -277476.514632
  nChanged 1
		SP:Iteration 25Q (37555.160000 sec): 3 clusters
  Score: Raw -281111.955872 + Penalty 3634.904927 = -277477.050945
  nChanged 0
		SP:Iteration 26F (37555.320000 sec): 3 clusters
  Score: Raw -281111.955872 + Penalty 3634.904927 = -277477.050945
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37555.410000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37555.590000 sec): 3 clusters
  Score: Raw -27732.833846 + Penalty 2742.596827 = -24990.237019
  nChanged 30
		SP:Iteration 1F (37555.750000 sec): 3 clusters
  Score: Raw -27867.967047 + Penalty 2742.596827 = -25125.370220
  nChanged 14
		SP:Iteration 2F (37555.810000 sec): 3 clusters
  Score: Raw -27928.171261 + Penalty 2742.596827 = -25185.574434
  nChanged 7
		SP:Iteration 3Q (37555.810000 sec): 3 clusters
  Score: Raw -27970.017318 + Penalty 2742.596827 = -25227.420490
  nChanged 1
		SP:Iteration 4Q (37555.820000 sec): 3 clusters
  Score: Raw -27972.913440 + Penalty 2742.596827 = -25230.316613
  nChanged 0
		SP:Iteration 5F (37555.830000 sec): 3 clusters
  Score: Raw -27972.913440 + Penalty 2742.596827 = -25230.316613
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37555.870000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37555.910000 sec): 3 clusters
  Score: Raw -218643.478699 + Penalty 3502.847050 = -215140.631649
  nChanged 314
		SP:Iteration 1F (37555.940000 sec): 3 clusters
  Score: Raw -219004.537355 + Penalty 3502.847050 = -215501.690305
  nChanged 90
		SP:Iteration 2F (37555.970000 sec): 3 clusters
  Score: Raw -219122.502844 + Penalty 3502.847050 = -215619.655794
  nChanged 44
		SP:Iteration 3Q (37556.010000 sec): 3 clusters
  Score: Raw -219186.968538 + Penalty 3502.847050 = -215684.121488
  nChanged 42
		SP:Iteration 4Q (37556.040000 sec): 3 clusters
  Score: Raw -219235.606879 + Penalty 3502.847050 = -215732.759829
  nChanged 35
		SP:Iteration 5Q (37556.070000 sec): 3 clusters
  Score: Raw -219280.241921 + Penalty 3502.847050 = -215777.394871
  nChanged 26
		SP:Iteration 6Q (37556.100000 sec): 3 clusters
  Score: Raw -219321.175314 + Penalty 3502.847050 = -215818.328264
  nChanged 34
		SP:Iteration 7Q (37556.130000 sec): 3 clusters
  Score: Raw -219368.237928 + Penalty 3502.847050 = -215865.390878
  nChanged 27
		SP:Iteration 8Q (37556.170000 sec): 3 clusters
  Score: Raw -219416.884640 + Penalty 3502.847050 = -215914.037590
  nChanged 26
		SP:Iteration 9Q (37556.200000 sec): 3 clusters
  Score: Raw -219489.376320 + Penalty 3502.847050 = -215986.529270
  nChanged 35
		SP:Iteration 10Q (37556.240000 sec): 3 clusters
  Score: Raw -219576.258008 + Penalty 3502.847050 = -216073.410959
  nChanged 25
		SP:Iteration 11Q (37556.270000 sec): 3 clusters
  Score: Raw -219624.045865 + Penalty 3502.847050 = -216121.198815
  nChanged 21
		SP:Iteration 12Q (37556.300000 sec): 3 clusters
  Score: Raw -219666.416839 + Penalty 3502.847050 = -216163.569789
  nChanged 20
		SP:Iteration 13Q (37556.330000 sec): 3 clusters
  Score: Raw -219703.713781 + Penalty 3502.847050 = -216200.866731
  nChanged 13
		SP:Iteration 14Q (37556.360000 sec): 3 clusters
  Score: Raw -219724.641197 + Penalty 3502.847050 = -216221.794148
  nChanged 11
		SP:Iteration 15Q (37556.400000 sec): 3 clusters
  Score: Raw -219741.762488 + Penalty 3502.847050 = -216238.915438
  nChanged 9
		SP:Iteration 16Q (37556.430000 sec): 3 clusters
  Score: Raw -219751.539056 + Penalty 3502.847050 = -216248.692006
  nChanged 5
		SP:Iteration 17Q (37556.460000 sec): 3 clusters
  Score: Raw -219757.538035 + Penalty 3502.847050 = -216254.690986
  nChanged 2
		SP:Iteration 18Q (37556.490000 sec): 3 clusters
  Score: Raw -219759.510064 + Penalty 3502.847050 = -216256.663015
  nChanged 0
		SP:Iteration 19F (37556.520000 sec): 3 clusters
  Score: Raw -219759.510064 + Penalty 3502.847050 = -216256.663015
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37556.560000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37556.560000 sec): 3 clusters
  Score: Raw -37332.224716 + Penalty 2681.957199 = -34650.267517
  nChanged 15
		SP:Iteration 1F (37556.570000 sec): 3 clusters
  Score: Raw -37406.927944 + Penalty 2681.957199 = -34724.970745
  nChanged 4
		SP:Iteration 2Q (37556.580000 sec): 3 clusters
  Score: Raw -37430.149317 + Penalty 2681.957199 = -34748.192118
  nChanged 3
		SP:Iteration 3Q (37556.590000 sec): 3 clusters
  Score: Raw -37440.202751 + Penalty 2681.957199 = -34758.245552
  nChanged 3
		SP:Iteration 4Q (37556.600000 sec): 3 clusters
  Score: Raw -37447.675904 + Penalty 2681.957199 = -34765.718705
  nChanged 0
		SP:Iteration 5F (37556.600000 sec): 3 clusters
  Score: Raw -37447.675904 + Penalty 2681.957199 = -34765.718705
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37556.620000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37556.630000 sec): 3 clusters
  Score: Raw -33617.464138 + Penalty 2652.165335 = -30965.298803
  nChanged 14
		SP:Iteration 1F (37556.640000 sec): 3 clusters
  Score: Raw -33679.939723 + Penalty 2652.165335 = -31027.774387
  nChanged 2
		SP:Iteration 2Q (37556.650000 sec): 3 clusters
  Score: Raw -33687.899234 + Penalty 2652.165335 = -31035.733898
  nChanged 1
		SP:Iteration 3Q (37556.660000 sec): 3 clusters
  Score: Raw -33690.675352 + Penalty 2652.165335 = -31038.510017
  nChanged 0
		SP:Iteration 4F (37556.660000 sec): 3 clusters
  Score: Raw -33690.675352 + Penalty 2652.165335 = -31038.510017
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37556.680000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37556.690000 sec): 3 clusters
  Score: Raw -35850.832615 + Penalty 2707.954415 = -33142.878200
  nChanged 24
		SP:Iteration 1F (37556.700000 sec): 3 clusters
  Score: Raw -35968.330273 + Penalty 2707.954415 = -33260.375858
  nChanged 6
		SP:Iteration 2Q (37556.710000 sec): 3 clusters
  Score: Raw -36013.785420 + Penalty 2707.954415 = -33305.831005
  nChanged 3
		SP:Iteration 3Q (37556.720000 sec): 3 clusters
  Score: Raw -36029.858458 + Penalty 2707.954415 = -33321.904043
  nChanged 4
		SP:Iteration 4Q (37556.720000 sec): 3 clusters
  Score: Raw -36044.087405 + Penalty 2707.954415 = -33336.132990
  nChanged 2
		SP:Iteration 5Q (37556.730000 sec): 3 clusters
  Score: Raw -36048.620918 + Penalty 2707.954415 = -33340.666503
  nChanged 1
		SP:Iteration 6Q (37556.740000 sec): 3 clusters
  Score: Raw -36051.851361 + Penalty 2707.954415 = -33343.896946
  nChanged 1
		SP:Iteration 7Q (37556.750000 sec): 3 clusters
  Score: Raw -36054.791847 + Penalty 2707.954415 = -33346.837432
  nChanged 1
		SP:Iteration 8Q (37556.760000 sec): 3 clusters
  Score: Raw -36062.947750 + Penalty 2707.954415 = -33354.993335
  nChanged 0
		SP:Iteration 9F (37556.760000 sec): 3 clusters
  Score: Raw -36062.947750 + Penalty 2707.954415 = -33354.993335
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37556.960000 sec): 2 clusters
  Score: Raw -2515298.162430 + Penalty 2359.836401 = -2512938.326030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37557.250000 sec): 3 clusters
  Score: Raw -2507614.452591 + Penalty 4719.672802 = -2502894.779790
  nChanged 5888
		SP:Iteration 1F (37557.540000 sec): 3 clusters
  Score: Raw -2510739.354123 + Penalty 4719.672802 = -2506019.681322
  nChanged 876
		SP:Iteration 2F (37557.820000 sec): 3 clusters
  Score: Raw -2511113.580458 + Penalty 4719.672802 = -2506393.907656
  nChanged 667
		SP:Iteration 3Q (37558.120000 sec): 3 clusters
  Score: Raw -2511386.474130 + Penalty 4719.672802 = -2506666.801329
  nChanged 566
		SP:Iteration 4Q (37558.400000 sec): 3 clusters
  Score: Raw -2511602.223922 + Penalty 4719.672802 = -2506882.551120
  nChanged 494
		SP:Iteration 5Q (37558.700000 sec): 3 clusters
  Score: Raw -2511770.159954 + Penalty 4719.672802 = -2507050.487153
  nChanged 421
		SP:Iteration 6Q (37558.980000 sec): 3 clusters
  Score: Raw -2511925.279226 + Penalty 4719.672802 = -2507205.606424
  nChanged 401
		SP:Iteration 7Q (37559.260000 sec): 3 clusters
  Score: Raw -2512080.161048 + Penalty 4719.672802 = -2507360.488246
  nChanged 380
		SP:Iteration 8Q (37559.520000 sec): 3 clusters
  Score: Raw -2512217.026784 + Penalty 4719.672802 = -2507497.353982
  nChanged 356
		SP:Iteration 9Q (37559.870000 sec): 3 clusters
  Score: Raw -2512370.756891 + Penalty 4719.672802 = -2507651.084090
  nChanged 397
		SP:Iteration 10Q (37560.180000 sec): 3 clusters
  Score: Raw -2512548.799591 + Penalty 4719.672802 = -2507829.126789
  nChanged 413
		SP:Iteration 11Q (37560.480000 sec): 3 clusters
  Score: Raw -2512741.860200 + Penalty 4719.672802 = -2508022.187399
  nChanged 437
		SP:Iteration 12Q (37560.740000 sec): 3 clusters
  Score: Raw -2512952.474515 + Penalty 4719.672802 = -2508232.801713
  nChanged 446
		SP:Iteration 13Q (37561.040000 sec): 3 clusters
  Score: Raw -2513203.294139 + Penalty 4719.672802 = -2508483.621337
  nChanged 484
		SP:Iteration 14Q (37561.350000 sec): 3 clusters
  Score: Raw -2513445.538690 + Penalty 4719.672802 = -2508725.865889
  nChanged 432
		SP:Iteration 15Q (37561.660000 sec): 3 clusters
  Score: Raw -2513663.637433 + Penalty 4719.672802 = -2508943.964632
  nChanged 379
		SP:Iteration 16Q (37561.960000 sec): 3 clusters
  Score: Raw -2513840.466498 + Penalty 4719.672802 = -2509120.793696
  nChanged 337
		SP:Iteration 17Q (37562.230000 sec): 3 clusters
  Score: Raw -2513976.167869 + Penalty 4719.672802 = -2509256.495067
  nChanged 292
		SP:Iteration 18Q (37562.440000 sec): 3 clusters
  Score: Raw -2514086.962149 + Penalty 4719.672802 = -2509367.289347
  nChanged 258
		SP:Iteration 19Q (37562.730000 sec): 3 clusters
  Score: Raw -2514175.402325 + Penalty 4719.672802 = -2509455.729523
  nChanged 201
		SP:Iteration 20F (37563.020000 sec): 3 clusters
  Score: Raw -2514236.040682 + Penalty 4719.672802 = -2509516.367880
  nChanged 179
		SP:Iteration 21Q (37563.310000 sec): 3 clusters
  Score: Raw -2514286.118254 + Penalty 4719.672802 = -2509566.445453
  nChanged 144
		SP:Iteration 22Q (37563.560000 sec): 3 clusters
  Score: Raw -2514327.758976 + Penalty 4719.672802 = -2509608.086174
  nChanged 150
		SP:Iteration 23Q (37563.840000 sec): 3 clusters
  Score: Raw -2514363.880307 + Penalty 4719.672802 = -2509644.207505
  nChanged 104
		SP:Iteration 24Q (37564.170000 sec): 3 clusters
  Score: Raw -2514391.239037 + Penalty 4719.672802 = -2509671.566235
  nChanged 94
		SP:Iteration 25Q (37564.460000 sec): 3 clusters
  Score: Raw -2514415.150990 + Penalty 4719.672802 = -2509695.478189
  nChanged 88
		SP:Iteration 26Q (37564.680000 sec): 3 clusters
  Score: Raw -2514435.990207 + Penalty 4719.672802 = -2509716.317405
  nChanged 82
		SP:Iteration 27Q (37565.000000 sec): 3 clusters
  Score: Raw -2514453.231228 + Penalty 4719.672802 = -2509733.558427
  nChanged 91
		SP:Iteration 28Q (37565.250000 sec): 3 clusters
  Score: Raw -2514475.321331 + Penalty 4719.672802 = -2509755.648529
  nChanged 104
		SP:Iteration 29Q (37565.550000 sec): 3 clusters
  Score: Raw -2514504.051925 + Penalty 4719.672802 = -2509784.379124
  nChanged 102
		SP:Iteration 30Q (37565.830000 sec): 3 clusters
  Score: Raw -2514532.847624 + Penalty 4719.672802 = -2509813.174823
  nChanged 111
		SP:Iteration 31Q (37566.120000 sec): 3 clusters
  Score: Raw -2514565.478067 + Penalty 4719.672802 = -2509845.805265
  nChanged 98
		SP:Iteration 32Q (37566.410000 sec): 3 clusters
  Score: Raw -2514593.187819 + Penalty 4719.672802 = -2509873.515017
  nChanged 88
		SP:Iteration 33Q (37566.700000 sec): 3 clusters
  Score: Raw -2514615.018518 + Penalty 4719.672802 = -2509895.345717
  nChanged 81
		SP:Iteration 34Q (37566.990000 sec): 3 clusters
  Score: Raw -2514631.350915 + Penalty 4719.672802 = -2509911.678113
  nChanged 66
		SP:Iteration 35Q (37567.280000 sec): 3 clusters
  Score: Raw -2514644.119755 + Penalty 4719.672802 = -2509924.446954
  nChanged 62
		SP:Iteration 36Q (37567.570000 sec): 3 clusters
  Score: Raw -2514655.704562 + Penalty 4719.672802 = -2509936.031760
  nChanged 53
		SP:Iteration 37Q (37567.860000 sec): 3 clusters
  Score: Raw -2514667.272461 + Penalty 4719.672802 = -2509947.599659
  nChanged 58
		SP:Iteration 38Q (37568.150000 sec): 3 clusters
  Score: Raw -2514680.661305 + Penalty 4719.672802 = -2509960.988503
  nChanged 76
		SP:Iteration 39Q (37568.440000 sec): 3 clusters
  Score: Raw -2514705.697630 + Penalty 4719.672802 = -2509986.024828
  nChanged 87
		SP:Iteration 40F (37568.740000 sec): 3 clusters
  Score: Raw -2514732.263161 + Penalty 4719.672802 = -2510012.590359
  nChanged 81
		SP:Iteration 41Q (37568.950000 sec): 3 clusters
  Score: Raw -2514761.453420 + Penalty 4719.672802 = -2510041.780619
  nChanged 91
		SP:Iteration 42Q (37569.210000 sec): 3 clusters
  Score: Raw -2514786.990319 + Penalty 4719.672802 = -2510067.317518
  nChanged 87
		SP:Iteration 43Q (37569.510000 sec): 3 clusters
  Score: Raw -2514815.974199 + Penalty 4719.672802 = -2510096.301397
  nChanged 84
		SP:Iteration 44Q (37569.790000 sec): 3 clusters
  Score: Raw -2514841.977683 + Penalty 4719.672802 = -2510122.304881
  nChanged 74
		SP:Iteration 45Q (37570.090000 sec): 3 clusters
  Score: Raw -2514858.616711 + Penalty 4719.672802 = -2510138.943910
  nChanged 63
		SP:Iteration 46Q (37570.380000 sec): 3 clusters
  Score: Raw -2514871.040552 + Penalty 4719.672802 = -2510151.367750
  nChanged 58
		SP:Iteration 47Q (37570.670000 sec): 3 clusters
  Score: Raw -2514882.614958 + Penalty 4719.672802 = -2510162.942157
  nChanged 51
		SP:Iteration 48Q (37570.960000 sec): 3 clusters
  Score: Raw -2514891.899118 + Penalty 4719.672802 = -2510172.226317
  nChanged 46
		SP:Iteration 49Q (37571.250000 sec): 3 clusters
  Score: Raw -2514900.305515 + Penalty 4719.672802 = -2510180.632714
  nChanged 38
		SP:Iteration 50Q (37571.540000 sec): 3 clusters
  Score: Raw -2514907.421788 + Penalty 4719.672802 = -2510187.748987
  nChanged 41
		SP:Iteration 51Q (37571.830000 sec): 3 clusters
  Score: Raw -2514914.955614 + Penalty 4719.672802 = -2510195.282813
  nChanged 32
		SP:Iteration 52Q (37572.120000 sec): 3 clusters
  Score: Raw -2514919.204571 + Penalty 4719.672802 = -2510199.531769
  nChanged 26
		SP:Iteration 53Q (37572.490000 sec): 3 clusters
  Score: Raw -2514921.686824 + Penalty 4719.672802 = -2510202.014022
  nChanged 18
		SP:Iteration 54Q (37572.780000 sec): 3 clusters
  Score: Raw -2514924.181182 + Penalty 4719.672802 = -2510204.508380
  nChanged 16
		SP:Iteration 55Q (37573.070000 sec): 3 clusters
  Score: Raw -2514926.132277 + Penalty 4719.672802 = -2510206.459476
  nChanged 12
		SP:Iteration 56Q (37573.360000 sec): 3 clusters
  Score: Raw -2514927.778321 + Penalty 4719.672802 = -2510208.105520
  nChanged 10
		SP:Iteration 57Q (37573.650000 sec): 3 clusters
  Score: Raw -2514928.785332 + Penalty 4719.672802 = -2510209.112530
  nChanged 8
		SP:Iteration 58Q (37573.940000 sec): 3 clusters
  Score: Raw -2514929.694982 + Penalty 4719.672802 = -2510210.022180
  nChanged 8
		SP:Iteration 59Q (37574.230000 sec): 3 clusters
  Score: Raw -2514930.803532 + Penalty 4719.672802 = -2510211.130731
  nChanged 7
		SP:Iteration 60F (37574.530000 sec): 3 clusters
  Score: Raw -2514931.658683 + Penalty 4719.672802 = -2510211.985882
  nChanged 5
		SP:Iteration 61Q (37574.810000 sec): 3 clusters
  Score: Raw -2514932.317737 + Penalty 4719.672802 = -2510212.644935
  nChanged 11
		SP:Iteration 62Q (37575.110000 sec): 3 clusters
  Score: Raw -2514933.638355 + Penalty 4719.672802 = -2510213.965553
  nChanged 8
		SP:Iteration 63Q (37575.390000 sec): 3 clusters
  Score: Raw -2514934.507324 + Penalty 4719.672802 = -2510214.834522
  nChanged 6
		SP:Iteration 64Q (37575.690000 sec): 3 clusters
  Score: Raw -2514935.054227 + Penalty 4719.672802 = -2510215.381426
  nChanged 6
		SP:Iteration 65Q (37575.980000 sec): 3 clusters
  Score: Raw -2514935.707983 + Penalty 4719.672802 = -2510216.035181
  nChanged 3
		SP:Iteration 66Q (37576.270000 sec): 3 clusters
  Score: Raw -2514936.079543 + Penalty 4719.672802 = -2510216.406741
  nChanged 5
		SP:Iteration 67Q (37576.560000 sec): 3 clusters
  Score: Raw -2514936.688293 + Penalty 4719.672802 = -2510217.015491
  nChanged 9
		SP:Iteration 68Q (37576.850000 sec): 3 clusters
  Score: Raw -2514937.686426 + Penalty 4719.672802 = -2510218.013625
  nChanged 12
		SP:Iteration 69Q (37577.140000 sec): 3 clusters
  Score: Raw -2514938.951793 + Penalty 4719.672802 = -2510219.278991
  nChanged 5
		SP:Iteration 70Q (37577.430000 sec): 3 clusters
  Score: Raw -2514939.565468 + Penalty 4719.672802 = -2510219.892666
  nChanged 4
		SP:Iteration 71Q (37577.720000 sec): 3 clusters
  Score: Raw -2514940.041445 + Penalty 4719.672802 = -2510220.368643
  nChanged 8
		SP:Iteration 72Q (37578.010000 sec): 3 clusters
  Score: Raw -2514940.890805 + Penalty 4719.672802 = -2510221.218004
  nChanged 7
		SP:Iteration 73Q (37578.300000 sec): 3 clusters
  Score: Raw -2514941.764897 + Penalty 4719.672802 = -2510222.092095
  nChanged 10
		SP:Iteration 74Q (37578.590000 sec): 3 clusters
  Score: Raw -2514943.353495 + Penalty 4719.672802 = -2510223.680694
  nChanged 8
		SP:Iteration 75Q (37578.880000 sec): 3 clusters
  Score: Raw -2514944.405980 + Penalty 4719.672802 = -2510224.733179
  nChanged 11
		SP:Iteration 76Q (37579.170000 sec): 3 clusters
  Score: Raw -2514945.718985 + Penalty 4719.672802 = -2510226.046183
  nChanged 7
		SP:Iteration 77Q (37579.460000 sec): 3 clusters
  Score: Raw -2514946.436591 + Penalty 4719.672802 = -2510226.763789
  nChanged 5
		SP:Iteration 78Q (37579.750000 sec): 3 clusters
  Score: Raw -2514946.918806 + Penalty 4719.672802 = -2510227.246005
  nChanged 1
		SP:Iteration 79Q (37580.040000 sec): 3 clusters
  Score: Raw -2514947.005342 + Penalty 4719.672802 = -2510227.332540
  nChanged 1
		SP:Iteration 80F (37580.330000 sec): 3 clusters
  Score: Raw -2514947.134969 + Penalty 4719.672802 = -2510227.462168
  nChanged 1
		SP:Iteration 81Q (37580.620000 sec): 3 clusters
  Score: Raw -2514947.281538 + Penalty 4719.672802 = -2510227.608737
  nChanged 1
		SP:Iteration 82Q (37580.910000 sec): 3 clusters
  Score: Raw -2514947.350302 + Penalty 4719.672802 = -2510227.677500
  nChanged 0
		SP:Iteration 83F (37581.120000 sec): 3 clusters
  Score: Raw -2514947.350302 + Penalty 4719.672802 = -2510227.677500
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37582.380000 sec): 2 clusters
  Score: Raw -37597798.982876 + Penalty 3039.325224 = -37594759.657651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37584.330000 sec): 3 clusters
  Score: Raw -37460054.146504 + Penalty 6078.650449 = -37453975.496055
  nChanged 101155
		SP:Iteration 1F (37586.310000 sec): 3 clusters
  Score: Raw -37519095.570963 + Penalty 6078.650449 = -37513016.920514
  nChanged 5718
		SP:Iteration 2Q (37588.390000 sec): 3 clusters
  Score: Raw -37520257.218028 + Penalty 6078.650449 = -37514178.567579
  nChanged 6554
		SP:Iteration 3Q (37590.550000 sec): 3 clusters
  Score: Raw -37521911.264169 + Penalty 6078.650449 = -37515832.613720
  nChanged 8045
		SP:Iteration 4Q (37592.670000 sec): 3 clusters
  Score: Raw -37524624.102152 + Penalty 6078.650449 = -37518545.451704
  nChanged 10591
		SP:Iteration 5F (37594.660000 sec): 3 clusters
  Score: Raw -37529448.951275 + Penalty 6078.650449 = -37523370.300827
  nChanged 13790
		SP:Iteration 6F (37596.650000 sec): 3 clusters
  Score: Raw -37537859.383507 + Penalty 6078.650449 = -37531780.733058
  nChanged 17024
		SP:Iteration 7F (37598.620000 sec): 3 clusters
  Score: Raw -37551080.197299 + Penalty 6078.650449 = -37545001.546851
  nChanged 18214
		SP:Iteration 8F (37600.470000 sec): 3 clusters
  Score: Raw -37567993.631917 + Penalty 6078.650449 = -37561914.981468
  nChanged 15282
		SP:Iteration 9F (37602.260000 sec): 3 clusters
  Score: Raw -37583142.233117 + Penalty 6078.650449 = -37577063.582668
  nChanged 9214
		SP:Iteration 10Q (37604.250000 sec): 3 clusters
  Score: Raw -37592187.821776 + Penalty 6078.650449 = -37586109.171327
  nChanged 4183
		SP:Iteration 11Q (37606.090000 sec): 3 clusters
  Score: Raw -37596046.684571 + Penalty 6078.650449 = -37589968.034122
  nChanged 1501
		SP:Iteration 12Q (37607.690000 sec): 3 clusters
  Score: Raw -37597362.411542 + Penalty 6078.650449 = -37591283.761093
  nChanged 484
		SP:Iteration 13Q (37609.400000 sec): 3 clusters
  Score: Raw -37597804.504990 + Penalty 6078.650449 = -37591725.854541
  nChanged 159
		SP:Iteration 14Q (37611.100000 sec): 3 clusters
  Score: Raw -37597965.049388 + Penalty 6078.650449 = -37591886.398939
  nChanged 69
		SP:Iteration 15Q (37612.800000 sec): 3 clusters
  Score: Raw -37598034.947494 + Penalty 6078.650449 = -37591956.297046
  nChanged 39
		SP:Iteration 16Q (37614.540000 sec): 3 clusters
  Score: Raw -37598073.579376 + Penalty 6078.650449 = -37591994.928928
  nChanged 22
		SP:Iteration 17Q (37616.150000 sec): 3 clusters
  Score: Raw -37598095.187887 + Penalty 6078.650449 = -37592016.537439
  nChanged 20
		SP:Iteration 18Q (37617.830000 sec): 3 clusters
  Score: Raw -37598119.246829 + Penalty 6078.650449 = -37592040.596380
  nChanged 19
		SP:Iteration 19Q (37619.530000 sec): 3 clusters
  Score: Raw -37598136.578727 + Penalty 6078.650449 = -37592057.928279
  nChanged 13
		SP:Iteration 20F (37621.420000 sec): 3 clusters
  Score: Raw -37598146.078707 + Penalty 6078.650449 = -37592067.428259
  nChanged 6
		SP:Iteration 21Q (37623.120000 sec): 3 clusters
  Score: Raw -37598153.618642 + Penalty 6078.650449 = -37592074.968194
  nChanged 6
		SP:Iteration 22Q (37624.660000 sec): 3 clusters
  Score: Raw -37598158.948428 + Penalty 6078.650449 = -37592080.297979
  nChanged 5
		SP:Iteration 23Q (37626.190000 sec): 3 clusters
  Score: Raw -37598164.275132 + Penalty 6078.650449 = -37592085.624683
  nChanged 2
		SP:Iteration 24Q (37627.760000 sec): 3 clusters
  Score: Raw -37598167.085745 + Penalty 6078.650449 = -37592088.435296
  nChanged 3
		SP:Iteration 25Q (37629.330000 sec): 3 clusters
  Score: Raw -37598169.951917 + Penalty 6078.650449 = -37592091.301468
  nChanged 2
		SP:Iteration 26Q (37631.040000 sec): 3 clusters
  Score: Raw -37598171.094833 + Penalty 6078.650449 = -37592092.444384
  nChanged 2
		SP:Iteration 27Q (37632.620000 sec): 3 clusters
  Score: Raw -37598172.462215 + Penalty 6078.650449 = -37592093.811766
  nChanged 0
		SP:Iteration 28F (37634.550000 sec): 3 clusters
  Score: Raw -37598172.462215 + Penalty 6078.650449 = -37592093.811766
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37634.800000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37635.130000 sec): 3 clusters
  Score: Raw -3595451.678445 + Penalty 4936.400600 = -3590515.277845
  nChanged 9242
		SP:Iteration 1F (37635.390000 sec): 3 clusters
  Score: Raw -3600514.650115 + Penalty 4936.400600 = -3595578.249516
  nChanged 1162
		SP:Iteration 2F (37635.750000 sec): 3 clusters
  Score: Raw -3601006.791224 + Penalty 4936.400600 = -3596070.390624
  nChanged 1070
		SP:Iteration 3F (37636.110000 sec): 3 clusters
  Score: Raw -3601563.073864 + Penalty 4936.400600 = -3596626.673265
  nChanged 1125
		SP:Iteration 4F (37636.430000 sec): 3 clusters
  Score: Raw -3602252.603756 + Penalty 4936.400600 = -3597316.203156
  nChanged 1223
		SP:Iteration 5F (37636.740000 sec): 3 clusters
  Score: Raw -3603110.145787 + Penalty 4936.400600 = -3598173.745187
  nChanged 1317
		SP:Iteration 6F (37637.060000 sec): 3 clusters
  Score: Raw -3604174.415410 + Penalty 4936.400600 = -3599238.014810
  nChanged 1424
		SP:Iteration 7F (37637.420000 sec): 3 clusters
  Score: Raw -3605325.567601 + Penalty 4936.400600 = -3600389.167001
  nChanged 1367
		SP:Iteration 8F (37637.750000 sec): 3 clusters
  Score: Raw -3606493.397203 + Penalty 4936.400600 = -3601556.996604
  nChanged 1320
		SP:Iteration 9F (37638.080000 sec): 3 clusters
  Score: Raw -3607489.845787 + Penalty 4936.400600 = -3602553.445188
  nChanged 1097
		SP:Iteration 10F (37638.420000 sec): 3 clusters
  Score: Raw -3608179.345789 + Penalty 4936.400600 = -3603242.945189
  nChanged 811
		SP:Iteration 11Q (37638.750000 sec): 3 clusters
  Score: Raw -3608549.792623 + Penalty 4936.400600 = -3603613.392023
  nChanged 553
		SP:Iteration 12Q (37639.090000 sec): 3 clusters
  Score: Raw -3608756.537186 + Penalty 4936.400600 = -3603820.136587
  nChanged 448
		SP:Iteration 13Q (37639.420000 sec): 3 clusters
  Score: Raw -3608923.173785 + Penalty 4936.400600 = -3603986.773186
  nChanged 379
		SP:Iteration 14Q (37639.750000 sec): 3 clusters
  Score: Raw -3609044.741281 + Penalty 4936.400600 = -3604108.340682
  nChanged 308
		SP:Iteration 15Q (37640.090000 sec): 3 clusters
  Score: Raw -3609131.952904 + Penalty 4936.400600 = -3604195.552304
  nChanged 278
		SP:Iteration 16Q (37640.420000 sec): 3 clusters
  Score: Raw -3609207.001994 + Penalty 4936.400600 = -3604270.601395
  nChanged 257
		SP:Iteration 17Q (37640.760000 sec): 3 clusters
  Score: Raw -3609281.147232 + Penalty 4936.400600 = -3604344.746633
  nChanged 262
		SP:Iteration 18Q (37641.090000 sec): 3 clusters
  Score: Raw -3609355.764997 + Penalty 4936.400600 = -3604419.364398
  nChanged 262
		SP:Iteration 19Q (37641.430000 sec): 3 clusters
  Score: Raw -3609423.357645 + Penalty 4936.400600 = -3604486.957045
  nChanged 226
		SP:Iteration 20F (37641.760000 sec): 3 clusters
  Score: Raw -3609475.541012 + Penalty 4936.400600 = -3604539.140412
  nChanged 217
		SP:Iteration 21Q (37642.090000 sec): 3 clusters
  Score: Raw -3609522.996841 + Penalty 4936.400600 = -3604586.596241
  nChanged 222
		SP:Iteration 22Q (37642.430000 sec): 3 clusters
  Score: Raw -3609569.533046 + Penalty 4936.400600 = -3604633.132447
  nChanged 230
		SP:Iteration 23Q (37642.760000 sec): 3 clusters
  Score: Raw -3609623.338635 + Penalty 4936.400600 = -3604686.938035
  nChanged 224
		SP:Iteration 24Q (37643.090000 sec): 3 clusters
  Score: Raw -3609673.234557 + Penalty 4936.400600 = -3604736.833958
  nChanged 191
		SP:Iteration 25Q (37643.400000 sec): 3 clusters
  Score: Raw -3609711.694649 + Penalty 4936.400600 = -3604775.294050
  nChanged 163
		SP:Iteration 26Q (37643.710000 sec): 3 clusters
  Score: Raw -3609742.353259 + Penalty 4936.400600 = -3604805.952659
  nChanged 159
		SP:Iteration 27Q (37644.090000 sec): 3 clusters
  Score: Raw -3609773.253630 + Penalty 4936.400600 = -3604836.853031
  nChanged 135
		SP:Iteration 28Q (37644.390000 sec): 3 clusters
  Score: Raw -3609798.357288 + Penalty 4936.400600 = -3604861.956688
  nChanged 129
		SP:Iteration 29Q (37644.700000 sec): 3 clusters
  Score: Raw -3609820.260510 + Penalty 4936.400600 = -3604883.859910
  nChanged 107
		SP:Iteration 30Q (37645.010000 sec): 3 clusters
  Score: Raw -3609837.862141 + Penalty 4936.400600 = -3604901.461541
  nChanged 96
		SP:Iteration 31Q (37645.310000 sec): 3 clusters
  Score: Raw -3609855.977489 + Penalty 4936.400600 = -3604919.576889
  nChanged 106
		SP:Iteration 32Q (37645.640000 sec): 3 clusters
  Score: Raw -3609874.260316 + Penalty 4936.400600 = -3604937.859717
  nChanged 115
		SP:Iteration 33Q (37645.920000 sec): 3 clusters
  Score: Raw -3609893.885499 + Penalty 4936.400600 = -3604957.484899
  nChanged 93
		SP:Iteration 34Q (37646.170000 sec): 3 clusters
  Score: Raw -3609908.493301 + Penalty 4936.400600 = -3604972.092701
  nChanged 75
		SP:Iteration 35Q (37646.520000 sec): 3 clusters
  Score: Raw -3609919.667988 + Penalty 4936.400600 = -3604983.267389
  nChanged 54
		SP:Iteration 36Q (37646.910000 sec): 3 clusters
  Score: Raw -3609927.159189 + Penalty 4936.400600 = -3604990.758590
  nChanged 57
		SP:Iteration 37Q (37647.290000 sec): 3 clusters
  Score: Raw -3609935.301929 + Penalty 4936.400600 = -3604998.901330
  nChanged 49
		SP:Iteration 38Q (37647.610000 sec): 3 clusters
  Score: Raw -3609941.489943 + Penalty 4936.400600 = -3605005.089343
  nChanged 42
		SP:Iteration 39Q (37647.950000 sec): 3 clusters
  Score: Raw -3609946.840866 + Penalty 4936.400600 = -3605010.440267
  nChanged 48
		SP:Iteration 40F (37648.290000 sec): 3 clusters
  Score: Raw -3609952.450369 + Penalty 4936.400600 = -3605016.049769
  nChanged 36
		SP:Iteration 41Q (37648.620000 sec): 3 clusters
  Score: Raw -3609956.943502 + Penalty 4936.400600 = -3605020.542902
  nChanged 30
		SP:Iteration 42Q (37648.960000 sec): 3 clusters
  Score: Raw -3609960.348986 + Penalty 4936.400600 = -3605023.948386
  nChanged 20
		SP:Iteration 43Q (37649.300000 sec): 3 clusters
  Score: Raw -3609962.181967 + Penalty 4936.400600 = -3605025.781368
  nChanged 17
		SP:Iteration 44Q (37649.630000 sec): 3 clusters
  Score: Raw -3609963.774622 + Penalty 4936.400600 = -3605027.374022
  nChanged 24
		SP:Iteration 45Q (37649.960000 sec): 3 clusters
  Score: Raw -3609965.860109 + Penalty 4936.400600 = -3605029.459509
  nChanged 24
		SP:Iteration 46Q (37650.210000 sec): 3 clusters
  Score: Raw -3609968.171621 + Penalty 4936.400600 = -3605031.771021
  nChanged 21
		SP:Iteration 47Q (37650.600000 sec): 3 clusters
  Score: Raw -3609970.653743 + Penalty 4936.400600 = -3605034.253143
  nChanged 17
		SP:Iteration 48Q (37650.930000 sec): 3 clusters
  Score: Raw -3609972.244938 + Penalty 4936.400600 = -3605035.844338
  nChanged 17
		SP:Iteration 49Q (37651.250000 sec): 3 clusters
  Score: Raw -3609974.046259 + Penalty 4936.400600 = -3605037.645660
  nChanged 15
		SP:Iteration 50Q (37651.590000 sec): 3 clusters
  Score: Raw -3609975.454280 + Penalty 4936.400600 = -3605039.053680
  nChanged 13
		SP:Iteration 51Q (37651.920000 sec): 3 clusters
  Score: Raw -3609976.762293 + Penalty 4936.400600 = -3605040.361693
  nChanged 17
		SP:Iteration 52Q (37652.250000 sec): 3 clusters
  Score: Raw -3609977.846505 + Penalty 4936.400600 = -3605041.445906
  nChanged 13
		SP:Iteration 53Q (37652.590000 sec): 3 clusters
  Score: Raw -3609978.844195 + Penalty 4936.400600 = -3605042.443595
  nChanged 13
		SP:Iteration 54Q (37652.920000 sec): 3 clusters
  Score: Raw -3609979.716780 + Penalty 4936.400600 = -3605043.316180
  nChanged 12
		SP:Iteration 55Q (37653.250000 sec): 3 clusters
  Score: Raw -3609980.424824 + Penalty 4936.400600 = -3605044.024225
  nChanged 6
		SP:Iteration 56Q (37653.590000 sec): 3 clusters
  Score: Raw -3609980.995160 + Penalty 4936.400600 = -3605044.594560
  nChanged 8
		SP:Iteration 57Q (37653.920000 sec): 3 clusters
  Score: Raw -3609981.671676 + Penalty 4936.400600 = -3605045.271077
  nChanged 6
		SP:Iteration 58Q (37654.250000 sec): 3 clusters
  Score: Raw -3609982.196700 + Penalty 4936.400600 = -3605045.796100
  nChanged 5
		SP:Iteration 59Q (37654.590000 sec): 3 clusters
  Score: Raw -3609982.694348 + Penalty 4936.400600 = -3605046.293749
  nChanged 6
		SP:Iteration 60F (37654.940000 sec): 3 clusters
  Score: Raw -3609983.169783 + Penalty 4936.400600 = -3605046.769183
  nChanged 4
		SP:Iteration 61Q (37655.270000 sec): 3 clusters
  Score: Raw -3609983.480994 + Penalty 4936.400600 = -3605047.080394
  nChanged 4
		SP:Iteration 62Q (37655.600000 sec): 3 clusters
  Score: Raw -3609983.757703 + Penalty 4936.400600 = -3605047.357104
  nChanged 3
		SP:Iteration 63Q (37655.930000 sec): 3 clusters
  Score: Raw -3609983.984861 + Penalty 4936.400600 = -3605047.584262
  nChanged 5
		SP:Iteration 64Q (37656.270000 sec): 3 clusters
  Score: Raw -3609984.304318 + Penalty 4936.400600 = -3605047.903718
  nChanged 4
		SP:Iteration 65Q (37656.610000 sec): 3 clusters
  Score: Raw -3609984.533600 + Penalty 4936.400600 = -3605048.133000
  nChanged 6
		SP:Iteration 66Q (37656.940000 sec): 3 clusters
  Score: Raw -3609984.830157 + Penalty 4936.400600 = -3605048.429557
  nChanged 7
		SP:Iteration 67Q (37657.270000 sec): 3 clusters
  Score: Raw -3609985.349400 + Penalty 4936.400600 = -3605048.948800
  nChanged 9
		SP:Iteration 68Q (37657.570000 sec): 3 clusters
  Score: Raw -3609986.062851 + Penalty 4936.400600 = -3605049.662251
  nChanged 17
		SP:Iteration 69Q (37657.950000 sec): 3 clusters
  Score: Raw -3609987.510182 + Penalty 4936.400600 = -3605051.109582
  nChanged 9
		SP:Iteration 70Q (37658.290000 sec): 3 clusters
  Score: Raw -3609988.258295 + Penalty 4936.400600 = -3605051.857695
  nChanged 8
		SP:Iteration 71Q (37658.620000 sec): 3 clusters
  Score: Raw -3609988.798421 + Penalty 4936.400600 = -3605052.397822
  nChanged 5
		SP:Iteration 72Q (37659.000000 sec): 3 clusters
  Score: Raw -3609989.154316 + Penalty 4936.400600 = -3605052.753717
  nChanged 4
		SP:Iteration 73Q (37659.330000 sec): 3 clusters
  Score: Raw -3609989.465725 + Penalty 4936.400600 = -3605053.065125
  nChanged 1
		SP:Iteration 74Q (37659.660000 sec): 3 clusters
  Score: Raw -3609989.508604 + Penalty 4936.400600 = -3605053.108005
  nChanged 0
		SP:Iteration 75F (37660.000000 sec): 3 clusters
  Score: Raw -3609989.508604 + Penalty 4936.400600 = -3605053.108005
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37660.650000 sec): 2 clusters
  Score: Raw -17094538.577881 + Penalty 2845.004149 = -17091693.573732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37661.570000 sec): 3 clusters
  Score: Raw -17033030.318057 + Penalty 5690.008297 = -17027340.309760
  nChanged 45503
		SP:Iteration 1F (37662.470000 sec): 3 clusters
  Score: Raw -17058865.069202 + Penalty 5690.008297 = -17053175.060905
  nChanged 3007
		SP:Iteration 2Q (37663.500000 sec): 3 clusters
  Score: Raw -17059557.461335 + Penalty 5690.008297 = -17053867.453038
  nChanged 3145
		SP:Iteration 3Q (37664.510000 sec): 3 clusters
  Score: Raw -17060336.468748 + Penalty 5690.008297 = -17054646.460451
  nChanged 3252
		SP:Iteration 4Q (37665.550000 sec): 3 clusters
  Score: Raw -17061355.584460 + Penalty 5690.008297 = -17055665.576163
  nChanged 3943
		SP:Iteration 5Q (37666.620000 sec): 3 clusters
  Score: Raw -17063017.762725 + Penalty 5690.008297 = -17057327.754428
  nChanged 5160
		SP:Iteration 6F (37667.600000 sec): 3 clusters
  Score: Raw -17065811.686506 + Penalty 5690.008297 = -17060121.678209
  nChanged 6646
		SP:Iteration 7F (37668.530000 sec): 3 clusters
  Score: Raw -17070398.037600 + Penalty 5690.008297 = -17064708.029303
  nChanged 8184
		SP:Iteration 8F (37669.510000 sec): 3 clusters
  Score: Raw -17077369.820574 + Penalty 5690.008297 = -17071679.812277
  nChanged 8081
		SP:Iteration 9F (37670.480000 sec): 3 clusters
  Score: Raw -17085163.024275 + Penalty 5690.008297 = -17079473.015978
  nChanged 5741
		SP:Iteration 10F (37671.430000 sec): 3 clusters
  Score: Raw -17090862.735595 + Penalty 5690.008297 = -17085172.727298
  nChanged 2754
		SP:Iteration 11Q (37672.380000 sec): 3 clusters
  Score: Raw -17093532.639852 + Penalty 5690.008297 = -17087842.631555
  nChanged 866
		SP:Iteration 12Q (37673.290000 sec): 3 clusters
  Score: Raw -17094382.974339 + Penalty 5690.008297 = -17088692.966042
  nChanged 231
		SP:Iteration 13Q (37674.200000 sec): 3 clusters
  Score: Raw -17094627.792263 + Penalty 5690.008297 = -17088937.783966
  nChanged 71
		SP:Iteration 14Q (37675.070000 sec): 3 clusters
  Score: Raw -17094715.396486 + Penalty 5690.008297 = -17089025.388189
  nChanged 36
		SP:Iteration 15Q (37675.940000 sec): 3 clusters
  Score: Raw -17094773.453017 + Penalty 5690.008297 = -17089083.444719
  nChanged 27
		SP:Iteration 16Q (37676.820000 sec): 3 clusters
  Score: Raw -17094813.915891 + Penalty 5690.008297 = -17089123.907594
  nChanged 12
		SP:Iteration 17Q (37677.620000 sec): 3 clusters
  Score: Raw -17094833.355180 + Penalty 5690.008297 = -17089143.346883
  nChanged 6
		SP:Iteration 18Q (37678.460000 sec): 3 clusters
  Score: Raw -17094842.832299 + Penalty 5690.008297 = -17089152.824002
  nChanged 3
		SP:Iteration 19Q (37679.290000 sec): 3 clusters
  Score: Raw -17094847.934198 + Penalty 5690.008297 = -17089157.925901
  nChanged 3
		SP:Iteration 20F (37680.220000 sec): 3 clusters
  Score: Raw -17094853.189435 + Penalty 5690.008297 = -17089163.181138
  nChanged 2
		SP:Iteration 21Q (37681.090000 sec): 3 clusters
  Score: Raw -17094856.031809 + Penalty 5690.008297 = -17089166.023512
  nChanged 2
		SP:Iteration 22Q (37681.880000 sec): 3 clusters
  Score: Raw -17094857.908408 + Penalty 5690.008297 = -17089167.900111
  nChanged 0
		SP:Iteration 23F (37682.810000 sec): 3 clusters
  Score: Raw -17094857.908408 + Penalty 5690.008297 = -17089167.900111
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37682.860000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37682.950000 sec): 3 clusters
  Score: Raw -82580.459232 + Penalty 3110.410262 = -79470.048970
  nChanged 103
		SP:Iteration 1F (37682.970000 sec): 3 clusters
  Score: Raw -82775.483153 + Penalty 3110.410262 = -79665.072891
  nChanged 29
		SP:Iteration 2F (37682.980000 sec): 3 clusters
  Score: Raw -82855.613894 + Penalty 3110.410262 = -79745.203632
  nChanged 16
		SP:Iteration 3Q (37683.010000 sec): 3 clusters
  Score: Raw -82890.510395 + Penalty 3110.410262 = -79780.100133
  nChanged 5
		SP:Iteration 4Q (37683.030000 sec): 3 clusters
  Score: Raw -82902.403922 + Penalty 3110.410262 = -79791.993660
  nChanged 0
		SP:Iteration 5F (37683.050000 sec): 3 clusters
  Score: Raw -82902.403922 + Penalty 3110.410262 = -79791.993660
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37683.070000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37683.080000 sec): 3 clusters
  Score: Raw -34339.686133 + Penalty 2645.028521 = -31694.657612
  nChanged 20
		SP:Iteration 1F (37683.090000 sec): 3 clusters
  Score: Raw -34396.768928 + Penalty 2645.028521 = -31751.740406
  nChanged 4
		SP:Iteration 2Q (37683.100000 sec): 3 clusters
  Score: Raw -34407.663296 + Penalty 2645.028521 = -31762.634774
  nChanged 1
		SP:Iteration 3Q (37683.110000 sec): 3 clusters
  Score: Raw -34416.012453 + Penalty 2645.028521 = -31770.983931
  nChanged 0
		SP:Iteration 4F (37683.110000 sec): 3 clusters
  Score: Raw -34416.012453 + Penalty 2645.028521 = -31770.983931
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37683.130000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37683.140000 sec): 3 clusters
  Score: Raw -18296.014528 + Penalty 2331.438261 = -15964.576266
  nChanged 3
		SP:Iteration 1Q (37683.150000 sec): 3 clusters
  Score: Raw -18319.701792 + Penalty 2331.438261 = -15988.263531
  nChanged 1
		SP:Iteration 2Q (37683.160000 sec): 3 clusters
  Score: Raw -18324.172931 + Penalty 2331.438261 = -15992.734669
  nChanged 0
		SP:Iteration 3F (37683.170000 sec): 3 clusters
  Score: Raw -18324.172931 + Penalty 2331.438261 = -15992.734669
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37683.190000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37683.220000 sec): 3 clusters
  Score: Raw -79085.508376 + Penalty 3061.163496 = -76024.344880
  nChanged 66
		SP:Iteration 1F (37683.240000 sec): 3 clusters
  Score: Raw -79199.525794 + Penalty 3061.163496 = -76138.362298
  nChanged 24
		SP:Iteration 2F (37683.270000 sec): 3 clusters
  Score: Raw -79261.992560 + Penalty 3061.163496 = -76200.829063
  nChanged 6
		SP:Iteration 3Q (37683.290000 sec): 3 clusters
  Score: Raw -79280.749986 + Penalty 3061.163496 = -76219.586489
  nChanged 6
		SP:Iteration 4Q (37683.310000 sec): 3 clusters
  Score: Raw -79298.380179 + Penalty 3061.163496 = -76237.216682
  nChanged 0
		SP:Iteration 5F (37683.330000 sec): 3 clusters
  Score: Raw -79298.380179 + Penalty 3061.163496 = -76237.216682
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37683.370000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37683.390000 sec): 3 clusters
  Score: Raw -132185.812222 + Penalty 3295.965121 = -128889.847101
  nChanged 168
		SP:Iteration 1F (37683.420000 sec): 3 clusters
  Score: Raw -132442.352010 + Penalty 3295.965121 = -129146.386889
  nChanged 43
		SP:Iteration 2F (37683.440000 sec): 3 clusters
  Score: Raw -132522.488656 + Penalty 3295.965121 = -129226.523536
  nChanged 27
		SP:Iteration 3Q (37683.470000 sec): 3 clusters
  Score: Raw -132585.017809 + Penalty 3295.965121 = -129289.052688
  nChanged 18
		SP:Iteration 4Q (37683.490000 sec): 3 clusters
  Score: Raw -132618.379626 + Penalty 3295.965121 = -129322.414505
  nChanged 16
		SP:Iteration 5Q (37683.510000 sec): 3 clusters
  Score: Raw -132648.577211 + Penalty 3295.965121 = -129352.612090
  nChanged 13
		SP:Iteration 6Q (37683.540000 sec): 3 clusters
  Score: Raw -132662.212824 + Penalty 3295.965121 = -129366.247703
  nChanged 6
		SP:Iteration 7Q (37683.560000 sec): 3 clusters
  Score: Raw -132669.550570 + Penalty 3295.965121 = -129373.585449
  nChanged 1
		SP:Iteration 8Q (37683.590000 sec): 3 clusters
  Score: Raw -132672.564860 + Penalty 3295.965121 = -129376.599739
  nChanged 2
		SP:Iteration 9Q (37683.610000 sec): 3 clusters
  Score: Raw -132675.937235 + Penalty 3295.965121 = -129379.972114
  nChanged 0
		SP:Iteration 10F (37683.630000 sec): 3 clusters
  Score: Raw -132675.937235 + Penalty 3295.965121 = -129379.972114
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37683.650000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37683.660000 sec): 3 clusters
  Score: Raw -21867.687556 + Penalty 2661.524103 = -19206.163452
  nChanged 28
		SP:Iteration 1F (37683.670000 sec): 3 clusters
  Score: Raw -21985.213432 + Penalty 2661.524103 = -19323.689329
  nChanged 8
		SP:Iteration 2Q (37683.680000 sec): 3 clusters
  Score: Raw -22022.465874 + Penalty 2661.524103 = -19360.941770
  nChanged 7
		SP:Iteration 3Q (37683.690000 sec): 3 clusters
  Score: Raw -22056.206730 + Penalty 2661.524103 = -19394.682627
  nChanged 7
		SP:Iteration 4Q (37683.690000 sec): 3 clusters
  Score: Raw -22088.676706 + Penalty 2661.524103 = -19427.152603
  nChanged 2
		SP:Iteration 5Q (37683.700000 sec): 3 clusters
  Score: Raw -22102.095482 + Penalty 2661.524103 = -19440.571379
  nChanged 1
		SP:Iteration 6Q (37683.710000 sec): 3 clusters
  Score: Raw -22106.058343 + Penalty 2661.524103 = -19444.534240
  nChanged 1
		SP:Iteration 7Q (37683.710000 sec): 3 clusters
  Score: Raw -22112.479198 + Penalty 2661.524103 = -19450.955094
  nChanged 1
		SP:Iteration 8Q (37683.720000 sec): 3 clusters
  Score: Raw -22112.962737 + Penalty 2661.524103 = -19451.438634
  nChanged 0
		SP:Iteration 9F (37683.730000 sec): 3 clusters
  Score: Raw -22112.962737 + Penalty 2661.524103 = -19451.438634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37683.770000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37683.790000 sec): 3 clusters
  Score: Raw -134260.783644 + Penalty 3288.818959 = -130971.964685
  nChanged 168
		SP:Iteration 1F (37683.810000 sec): 3 clusters
  Score: Raw -134470.391918 + Penalty 3288.818959 = -131181.572959
  nChanged 46
		SP:Iteration 2F (37683.840000 sec): 3 clusters
  Score: Raw -134550.193805 + Penalty 3288.818959 = -131261.374846
  nChanged 18
		SP:Iteration 3Q (37683.860000 sec): 3 clusters
  Score: Raw -134575.398676 + Penalty 3288.818959 = -131286.579716
  nChanged 6
		SP:Iteration 4Q (37683.890000 sec): 3 clusters
  Score: Raw -134584.649359 + Penalty 3288.818959 = -131295.830400
  nChanged 7
		SP:Iteration 5Q (37683.910000 sec): 3 clusters
  Score: Raw -134593.671046 + Penalty 3288.818959 = -131304.852087
  nChanged 4
		SP:Iteration 6Q (37683.930000 sec): 3 clusters
  Score: Raw -134597.420882 + Penalty 3288.818959 = -131308.601922
  nChanged 0
		SP:Iteration 7F (37683.960000 sec): 3 clusters
  Score: Raw -134597.420882 + Penalty 3288.818959 = -131308.601922
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37684.010000 sec): 2 clusters
  Score: Raw -270516.527645 + Penalty 1823.087240 = -268693.440405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37684.050000 sec): 3 clusters
  Score: Raw -270021.504006 + Penalty 3646.174480 = -266375.329525
  nChanged 451
		SP:Iteration 1F (37684.090000 sec): 3 clusters
  Score: Raw -270415.598971 + Penalty 3646.174480 = -266769.424491
  nChanged 126
		SP:Iteration 2F (37684.130000 sec): 3 clusters
  Score: Raw -270544.005846 + Penalty 3646.174480 = -266897.831366
  nChanged 67
		SP:Iteration 3Q (37684.170000 sec): 3 clusters
  Score: Raw -270627.866517 + Penalty 3646.174480 = -266981.692036
  nChanged 54
		SP:Iteration 4Q (37684.210000 sec): 3 clusters
  Score: Raw -270686.687068 + Penalty 3646.174480 = -267040.512588
  nChanged 39
		SP:Iteration 5Q (37684.250000 sec): 3 clusters
  Score: Raw -270729.869993 + Penalty 3646.174480 = -267083.695513
  nChanged 22
		SP:Iteration 6Q (37684.290000 sec): 3 clusters
  Score: Raw -270754.270160 + Penalty 3646.174480 = -267108.095680
  nChanged 24
		SP:Iteration 7Q (37684.330000 sec): 3 clusters
  Score: Raw -270776.846244 + Penalty 3646.174480 = -267130.671763
  nChanged 22
		SP:Iteration 8Q (37684.370000 sec): 3 clusters
  Score: Raw -270800.508731 + Penalty 3646.174480 = -267154.334251
  nChanged 19
		SP:Iteration 9Q (37684.410000 sec): 3 clusters
  Score: Raw -270821.719110 + Penalty 3646.174480 = -267175.544629
  nChanged 16
		SP:Iteration 10Q (37684.450000 sec): 3 clusters
  Score: Raw -270841.483036 + Penalty 3646.174480 = -267195.308555
  nChanged 17
		SP:Iteration 11Q (37684.490000 sec): 3 clusters
  Score: Raw -270867.320036 + Penalty 3646.174480 = -267221.145556
  nChanged 18
		SP:Iteration 12Q (37684.540000 sec): 3 clusters
  Score: Raw -270881.050943 + Penalty 3646.174480 = -267234.876462
  nChanged 11
		SP:Iteration 13Q (37684.580000 sec): 3 clusters
  Score: Raw -270888.713036 + Penalty 3646.174480 = -267242.538556
  nChanged 5
		SP:Iteration 14Q (37684.620000 sec): 3 clusters
  Score: Raw -270894.688352 + Penalty 3646.174480 = -267248.513871
  nChanged 12
		SP:Iteration 15Q (37684.660000 sec): 3 clusters
  Score: Raw -270901.427142 + Penalty 3646.174480 = -267255.252662
  nChanged 7
		SP:Iteration 16Q (37684.700000 sec): 3 clusters
  Score: Raw -270906.481112 + Penalty 3646.174480 = -267260.306632
  nChanged 5
		SP:Iteration 17Q (37684.740000 sec): 3 clusters
  Score: Raw -270913.367684 + Penalty 3646.174480 = -267267.193203
  nChanged 6
		SP:Iteration 18Q (37684.780000 sec): 3 clusters
  Score: Raw -270918.167405 + Penalty 3646.174480 = -267271.992925
  nChanged 2
		SP:Iteration 19Q (37684.820000 sec): 3 clusters
  Score: Raw -270920.394649 + Penalty 3646.174480 = -267274.220169
  nChanged 6
		SP:Iteration 20F (37684.860000 sec): 3 clusters
  Score: Raw -270924.969535 + Penalty 3646.174480 = -267278.795055
  nChanged 5
		SP:Iteration 21Q (37684.900000 sec): 3 clusters
  Score: Raw -270931.280116 + Penalty 3646.174480 = -267285.105636
  nChanged 7
		SP:Iteration 22Q (37684.940000 sec): 3 clusters
  Score: Raw -270935.234870 + Penalty 3646.174480 = -267289.060389
  nChanged 8
		SP:Iteration 23Q (37684.980000 sec): 3 clusters
  Score: Raw -270943.334795 + Penalty 3646.174480 = -267297.160315
  nChanged 4
		SP:Iteration 24Q (37685.020000 sec): 3 clusters
  Score: Raw -270946.962512 + Penalty 3646.174480 = -267300.788032
  nChanged 3
		SP:Iteration 25Q (37685.060000 sec): 3 clusters
  Score: Raw -270949.847801 + Penalty 3646.174480 = -267303.673321
  nChanged 2
		SP:Iteration 26Q (37685.100000 sec): 3 clusters
  Score: Raw -270954.214153 + Penalty 3646.174480 = -267308.039673
  nChanged 0
		SP:Iteration 27F (37685.140000 sec): 3 clusters
  Score: Raw -270954.214153 + Penalty 3646.174480 = -267308.039673
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37685.180000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37685.190000 sec): 3 clusters
  Score: Raw -60001.659441 + Penalty 2975.472535 = -57026.186906
  nChanged 74
		SP:Iteration 1F (37685.210000 sec): 3 clusters
  Score: Raw -60266.941507 + Penalty 2975.472535 = -57291.468972
  nChanged 25
		SP:Iteration 2F (37685.220000 sec): 3 clusters
  Score: Raw -60363.805746 + Penalty 2975.472535 = -57388.333211
  nChanged 14
		SP:Iteration 3Q (37685.240000 sec): 3 clusters
  Score: Raw -60425.424003 + Penalty 2975.472535 = -57449.951468
  nChanged 12
		SP:Iteration 4Q (37685.250000 sec): 3 clusters
  Score: Raw -60463.539757 + Penalty 2975.472535 = -57488.067223
  nChanged 3
		SP:Iteration 5Q (37685.270000 sec): 3 clusters
  Score: Raw -60475.058840 + Penalty 2975.472535 = -57499.586305
  nChanged 2
		SP:Iteration 6Q (37685.280000 sec): 3 clusters
  Score: Raw -60488.300361 + Penalty 2975.472535 = -57512.827826
  nChanged 1
		SP:Iteration 7Q (37685.300000 sec): 3 clusters
  Score: Raw -60496.827443 + Penalty 2975.472535 = -57521.354908
  nChanged 2
		SP:Iteration 8Q (37685.310000 sec): 3 clusters
  Score: Raw -60502.368652 + Penalty 2975.472535 = -57526.896118
  nChanged 2
		SP:Iteration 9Q (37685.330000 sec): 3 clusters
  Score: Raw -60514.927025 + Penalty 2975.472535 = -57539.454490
  nChanged 2
		SP:Iteration 10Q (37685.350000 sec): 3 clusters
  Score: Raw -60526.011203 + Penalty 2975.472535 = -57550.538668
  nChanged 0
		SP:Iteration 11F (37685.360000 sec): 3 clusters
  Score: Raw -60526.011203 + Penalty 2975.472535 = -57550.538668
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37685.410000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37685.440000 sec): 3 clusters
  Score: Raw -185381.954681 + Penalty 3484.225919 = -181897.728762
  nChanged 296
		SP:Iteration 1F (37685.470000 sec): 3 clusters
  Score: Raw -185836.422450 + Penalty 3484.225919 = -182352.196531
  nChanged 92
		SP:Iteration 2F (37685.500000 sec): 3 clusters
  Score: Raw -186018.831946 + Penalty 3484.225919 = -182534.606027
  nChanged 61
		SP:Iteration 3F (37685.530000 sec): 3 clusters
  Score: Raw -186145.082761 + Penalty 3484.225919 = -182660.856842
  nChanged 42
		SP:Iteration 4Q (37685.570000 sec): 3 clusters
  Score: Raw -186209.051579 + Penalty 3484.225919 = -182724.825660
  nChanged 27
		SP:Iteration 5Q (37685.600000 sec): 3 clusters
  Score: Raw -186242.026321 + Penalty 3484.225919 = -182757.800402
  nChanged 19
		SP:Iteration 6Q (37685.630000 sec): 3 clusters
  Score: Raw -186264.830890 + Penalty 3484.225919 = -182780.604971
  nChanged 10
		SP:Iteration 7Q (37685.660000 sec): 3 clusters
  Score: Raw -186276.143816 + Penalty 3484.225919 = -182791.917897
  nChanged 9
		SP:Iteration 8Q (37685.690000 sec): 3 clusters
  Score: Raw -186290.862955 + Penalty 3484.225919 = -182806.637036
  nChanged 9
		SP:Iteration 9Q (37685.730000 sec): 3 clusters
  Score: Raw -186306.591890 + Penalty 3484.225919 = -182822.365971
  nChanged 14
		SP:Iteration 10Q (37685.760000 sec): 3 clusters
  Score: Raw -186338.312443 + Penalty 3484.225919 = -182854.086524
  nChanged 17
		SP:Iteration 11Q (37685.790000 sec): 3 clusters
  Score: Raw -186379.908196 + Penalty 3484.225919 = -182895.682277
  nChanged 14
		SP:Iteration 12Q (37685.820000 sec): 3 clusters
  Score: Raw -186416.828578 + Penalty 3484.225919 = -182932.602659
  nChanged 15
		SP:Iteration 13Q (37685.850000 sec): 3 clusters
  Score: Raw -186451.592381 + Penalty 3484.225919 = -182967.366461
  nChanged 20
		SP:Iteration 14Q (37685.890000 sec): 3 clusters
  Score: Raw -186484.598298 + Penalty 3484.225919 = -183000.372378
  nChanged 14
		SP:Iteration 15Q (37685.920000 sec): 3 clusters
  Score: Raw -186512.885585 + Penalty 3484.225919 = -183028.659666
  nChanged 9
		SP:Iteration 16Q (37685.950000 sec): 3 clusters
  Score: Raw -186528.023738 + Penalty 3484.225919 = -183043.797819
  nChanged 12
		SP:Iteration 17Q (37685.980000 sec): 3 clusters
  Score: Raw -186563.498186 + Penalty 3484.225919 = -183079.272267
  nChanged 15
		SP:Iteration 18Q (37686.010000 sec): 3 clusters
  Score: Raw -186597.973783 + Penalty 3484.225919 = -183113.747864
  nChanged 14
		SP:Iteration 19Q (37686.050000 sec): 3 clusters
  Score: Raw -186620.356424 + Penalty 3484.225919 = -183136.130505
  nChanged 9
		SP:Iteration 20F (37686.080000 sec): 3 clusters
  Score: Raw -186635.369200 + Penalty 3484.225919 = -183151.143281
  nChanged 10
		SP:Iteration 21Q (37686.110000 sec): 3 clusters
  Score: Raw -186649.658148 + Penalty 3484.225919 = -183165.432229
  nChanged 3
		SP:Iteration 22Q (37686.140000 sec): 3 clusters
  Score: Raw -186654.361573 + Penalty 3484.225919 = -183170.135653
  nChanged 4
		SP:Iteration 23Q (37686.170000 sec): 3 clusters
  Score: Raw -186658.934727 + Penalty 3484.225919 = -183174.708808
  nChanged 2
		SP:Iteration 24Q (37686.210000 sec): 3 clusters
  Score: Raw -186661.248274 + Penalty 3484.225919 = -183177.022354
  nChanged 0
		SP:Iteration 25F (37686.240000 sec): 3 clusters
  Score: Raw -186661.248274 + Penalty 3484.225919 = -183177.022354
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37686.950000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37688.030000 sec): 3 clusters
  Score: Raw -19044029.438467 + Penalty 5708.960592 = -19038320.477875
  nChanged 47262
		SP:Iteration 1F (37689.080000 sec): 3 clusters
  Score: Raw -19071251.152055 + Penalty 5708.960592 = -19065542.191463
  nChanged 3538
		SP:Iteration 2Q (37690.230000 sec): 3 clusters
  Score: Raw -19072311.358171 + Penalty 5708.960592 = -19066602.397579
  nChanged 3976
		SP:Iteration 3Q (37691.250000 sec): 3 clusters
  Score: Raw -19073860.120469 + Penalty 5708.960592 = -19068151.159877
  nChanged 4825
		SP:Iteration 4Q (37692.350000 sec): 3 clusters
  Score: Raw -19076359.878839 + Penalty 5708.960592 = -19070650.918247
  nChanged 6292
		SP:Iteration 5F (37693.400000 sec): 3 clusters
  Score: Raw -19080496.658163 + Penalty 5708.960592 = -19074787.697571
  nChanged 7853
		SP:Iteration 6F (37694.430000 sec): 3 clusters
  Score: Raw -19086717.157486 + Penalty 5708.960592 = -19081008.196894
  nChanged 8620
		SP:Iteration 7F (37695.370000 sec): 3 clusters
  Score: Raw -19094684.663155 + Penalty 5708.960592 = -19088975.702563
  nChanged 7470
		SP:Iteration 8F (37696.380000 sec): 3 clusters
  Score: Raw -19102000.716225 + Penalty 5708.960592 = -19096291.755633
  nChanged 4363
		SP:Iteration 9Q (37697.380000 sec): 3 clusters
  Score: Raw -19106190.896001 + Penalty 5708.960592 = -19100481.935409
  nChanged 1666
		SP:Iteration 10Q (37698.320000 sec): 3 clusters
  Score: Raw -19107706.413964 + Penalty 5708.960592 = -19101997.453372
  nChanged 533
		SP:Iteration 11Q (37699.240000 sec): 3 clusters
  Score: Raw -19108255.706465 + Penalty 5708.960592 = -19102546.745873
  nChanged 227
		SP:Iteration 12Q (37700.130000 sec): 3 clusters
  Score: Raw -19108503.499710 + Penalty 5708.960592 = -19102794.539118
  nChanged 141
		SP:Iteration 13Q (37701.040000 sec): 3 clusters
  Score: Raw -19108639.593550 + Penalty 5708.960592 = -19102930.632958
  nChanged 88
		SP:Iteration 14Q (37701.930000 sec): 3 clusters
  Score: Raw -19108721.384416 + Penalty 5708.960592 = -19103012.423824
  nChanged 71
		SP:Iteration 15Q (37702.810000 sec): 3 clusters
  Score: Raw -19108777.099454 + Penalty 5708.960592 = -19103068.138862
  nChanged 48
		SP:Iteration 16Q (37703.730000 sec): 3 clusters
  Score: Raw -19108816.855386 + Penalty 5708.960592 = -19103107.894794
  nChanged 41
		SP:Iteration 17Q (37704.600000 sec): 3 clusters
  Score: Raw -19108840.084078 + Penalty 5708.960592 = -19103131.123486
  nChanged 26
		SP:Iteration 18Q (37705.450000 sec): 3 clusters
  Score: Raw -19108853.284511 + Penalty 5708.960592 = -19103144.323919
  nChanged 21
		SP:Iteration 19Q (37706.380000 sec): 3 clusters
  Score: Raw -19108864.232155 + Penalty 5708.960592 = -19103155.271563
  nChanged 19
		SP:Iteration 20F (37707.310000 sec): 3 clusters
  Score: Raw -19108876.210932 + Penalty 5708.960592 = -19103167.250340
  nChanged 22
		SP:Iteration 21Q (37708.210000 sec): 3 clusters
  Score: Raw -19108889.556163 + Penalty 5708.960592 = -19103180.595571
  nChanged 22
		SP:Iteration 22Q (37709.130000 sec): 3 clusters
  Score: Raw -19108906.398092 + Penalty 5708.960592 = -19103197.437500
  nChanged 25
		SP:Iteration 23Q (37710.010000 sec): 3 clusters
  Score: Raw -19108925.428561 + Penalty 5708.960592 = -19103216.467969
  nChanged 25
		SP:Iteration 24Q (37710.930000 sec): 3 clusters
  Score: Raw -19108941.508603 + Penalty 5708.960592 = -19103232.548011
  nChanged 19
		SP:Iteration 25Q (37711.810000 sec): 3 clusters
  Score: Raw -19108953.540420 + Penalty 5708.960592 = -19103244.579828
  nChanged 14
		SP:Iteration 26Q (37712.730000 sec): 3 clusters
  Score: Raw -19108962.013997 + Penalty 5708.960592 = -19103253.053405
  nChanged 13
		SP:Iteration 27Q (37713.620000 sec): 3 clusters
  Score: Raw -19108968.693388 + Penalty 5708.960592 = -19103259.732796
  nChanged 11
		SP:Iteration 28Q (37714.540000 sec): 3 clusters
  Score: Raw -19108977.007512 + Penalty 5708.960592 = -19103268.046920
  nChanged 19
		SP:Iteration 29Q (37715.420000 sec): 3 clusters
  Score: Raw -19108989.723705 + Penalty 5708.960592 = -19103280.763113
  nChanged 22
		SP:Iteration 30Q (37716.340000 sec): 3 clusters
  Score: Raw -19109006.254114 + Penalty 5708.960592 = -19103297.293522
  nChanged 19
		SP:Iteration 31Q (37717.220000 sec): 3 clusters
  Score: Raw -19109019.903980 + Penalty 5708.960592 = -19103310.943388
  nChanged 12
		SP:Iteration 32Q (37718.140000 sec): 3 clusters
  Score: Raw -19109027.831888 + Penalty 5708.960592 = -19103318.871296
  nChanged 12
		SP:Iteration 33Q (37719.030000 sec): 3 clusters
  Score: Raw -19109034.875989 + Penalty 5708.960592 = -19103325.915397
  nChanged 9
		SP:Iteration 34Q (37719.880000 sec): 3 clusters
  Score: Raw -19109039.870849 + Penalty 5708.960592 = -19103330.910257
  nChanged 7
		SP:Iteration 35Q (37720.790000 sec): 3 clusters
  Score: Raw -19109043.215059 + Penalty 5708.960592 = -19103334.254467
  nChanged 4
		SP:Iteration 36Q (37721.710000 sec): 3 clusters
  Score: Raw -19109044.910389 + Penalty 5708.960592 = -19103335.949797
  nChanged 1
		SP:Iteration 37Q (37722.560000 sec): 3 clusters
  Score: Raw -19109045.289505 + Penalty 5708.960592 = -19103336.328913
  nChanged 1
		SP:Iteration 38Q (37723.390000 sec): 3 clusters
  Score: Raw -19109045.583355 + Penalty 5708.960592 = -19103336.622763
  nChanged 0
		SP:Iteration 39F (37724.290000 sec): 3 clusters
  Score: Raw -19109045.583355 + Penalty 5708.960592 = -19103336.622763
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37724.330000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37724.510000 sec): 3 clusters
  Score: Raw -50642.288534 + Penalty 2829.076107 = -47813.212426
  nChanged 34
		SP:Iteration 1F (37724.680000 sec): 3 clusters
  Score: Raw -50758.696205 + Penalty 2829.076107 = -47929.620098
  nChanged 8
		SP:Iteration 2Q (37724.860000 sec): 3 clusters
  Score: Raw -50788.392313 + Penalty 2829.076107 = -47959.316206
  nChanged 5
		SP:Iteration 3Q (37725.040000 sec): 3 clusters
  Score: Raw -50808.957581 + Penalty 2829.076107 = -47979.881474
  nChanged 2
		SP:Iteration 4Q (37725.210000 sec): 3 clusters
  Score: Raw -50815.565522 + Penalty 2829.076107 = -47986.489414
  nChanged 2
		SP:Iteration 5Q (37725.390000 sec): 3 clusters
  Score: Raw -50823.760730 + Penalty 2829.076107 = -47994.684622
  nChanged 1
		SP:Iteration 6Q (37725.560000 sec): 3 clusters
  Score: Raw -50825.026985 + Penalty 2829.076107 = -47995.950878
  nChanged 0
		SP:Iteration 7F (37725.740000 sec): 3 clusters
  Score: Raw -50825.026985 + Penalty 2829.076107 = -47995.950878
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37725.820000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37726.000000 sec): 3 clusters
  Score: Raw -27323.435457 + Penalty 2570.164641 = -24753.270816
  nChanged 16
		SP:Iteration 1F (37726.180000 sec): 3 clusters
  Score: Raw -27398.731814 + Penalty 2570.164641 = -24828.567173
  nChanged 3
		SP:Iteration 2Q (37726.350000 sec): 3 clusters
  Score: Raw -27422.889898 + Penalty 2570.164641 = -24852.725257
  nChanged 0
		SP:Iteration 3F (37726.530000 sec): 3 clusters
  Score: Raw -27422.889898 + Penalty 2570.164641 = -24852.725257
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37726.620000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37726.790000 sec): 3 clusters
  Score: Raw -48034.650157 + Penalty 2810.547637 = -45224.102520
  nChanged 30
		SP:Iteration 1F (37726.970000 sec): 3 clusters
  Score: Raw -48145.011507 + Penalty 2810.547637 = -45334.463869
  nChanged 6
		SP:Iteration 2Q (37727.140000 sec): 3 clusters
  Score: Raw -48173.592137 + Penalty 2810.547637 = -45363.044499
  nChanged 1
		SP:Iteration 3Q (37727.320000 sec): 3 clusters
  Score: Raw -48178.480377 + Penalty 2810.547637 = -45367.932739
  nChanged 1
		SP:Iteration 4Q (37727.500000 sec): 3 clusters
  Score: Raw -48181.543106 + Penalty 2810.547637 = -45370.995469
  nChanged 0
		SP:Iteration 5F (37727.670000 sec): 3 clusters
  Score: Raw -48181.543106 + Penalty 2810.547637 = -45370.995469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37727.760000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37727.940000 sec): 3 clusters
  Score: Raw -45007.626835 + Penalty 2927.706133 = -42079.920702
  nChanged 73
		SP:Iteration 1F (37728.110000 sec): 3 clusters
  Score: Raw -45212.574421 + Penalty 2927.706133 = -42284.868287
  nChanged 20
		SP:Iteration 2F (37728.290000 sec): 3 clusters
  Score: Raw -45264.191582 + Penalty 2927.706133 = -42336.485449
  nChanged 7
		SP:Iteration 3Q (37728.460000 sec): 3 clusters
  Score: Raw -45286.227053 + Penalty 2927.706133 = -42358.520919
  nChanged 4
		SP:Iteration 4Q (37728.640000 sec): 3 clusters
  Score: Raw -45305.013653 + Penalty 2927.706133 = -42377.307520
  nChanged 9
		SP:Iteration 5Q (37728.820000 sec): 3 clusters
  Score: Raw -45325.306560 + Penalty 2927.706133 = -42397.600427
  nChanged 3
		SP:Iteration 6Q (37728.990000 sec): 3 clusters
  Score: Raw -45328.428588 + Penalty 2927.706133 = -42400.722455
  nChanged 1
		SP:Iteration 7Q (37729.170000 sec): 3 clusters
  Score: Raw -45328.739772 + Penalty 2927.706133 = -42401.033639
  nChanged 1
		SP:Iteration 8Q (37729.340000 sec): 3 clusters
  Score: Raw -45329.830091 + Penalty 2927.706133 = -42402.123958
  nChanged 2
		SP:Iteration 9Q (37729.470000 sec): 3 clusters
  Score: Raw -45332.630682 + Penalty 2927.706133 = -42404.924549
  nChanged 2
		SP:Iteration 10Q (37729.480000 sec): 3 clusters
  Score: Raw -45335.638130 + Penalty 2927.706133 = -42407.931997
  nChanged 1
		SP:Iteration 11Q (37729.490000 sec): 3 clusters
  Score: Raw -45337.141485 + Penalty 2927.706133 = -42409.435352
  nChanged 0
		SP:Iteration 12F (37729.500000 sec): 3 clusters
  Score: Raw -45337.141485 + Penalty 2927.706133 = -42409.435352
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37729.680000 sec): 2 clusters
  Score: Raw -2769689.266381 + Penalty 2403.008768 = -2767286.257613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37729.970000 sec): 3 clusters
  Score: Raw -2760464.484747 + Penalty 4806.017535 = -2755658.467212
  nChanged 6997
		SP:Iteration 1F (37730.280000 sec): 3 clusters
  Score: Raw -2764317.478173 + Penalty 4806.017535 = -2759511.460638
  nChanged 980
		SP:Iteration 2F (37730.580000 sec): 3 clusters
  Score: Raw -2764742.071037 + Penalty 4806.017535 = -2759936.053502
  nChanged 806
		SP:Iteration 3Q (37730.890000 sec): 3 clusters
  Score: Raw -2765077.949992 + Penalty 4806.017535 = -2760271.932457
  nChanged 704
		SP:Iteration 4Q (37731.200000 sec): 3 clusters
  Score: Raw -2765379.724380 + Penalty 4806.017535 = -2760573.706845
  nChanged 668
		SP:Iteration 5Q (37731.500000 sec): 3 clusters
  Score: Raw -2765700.262562 + Penalty 4806.017535 = -2760894.245027
  nChanged 691
		SP:Iteration 6Q (37731.800000 sec): 3 clusters
  Score: Raw -2766076.034785 + Penalty 4806.017535 = -2761270.017250
  nChanged 784
		SP:Iteration 7Q (37732.110000 sec): 3 clusters
  Score: Raw -2766552.906181 + Penalty 4806.017535 = -2761746.888646
  nChanged 812
		SP:Iteration 8F (37732.420000 sec): 3 clusters
  Score: Raw -2767111.329574 + Penalty 4806.017535 = -2762305.312039
  nChanged 862
		SP:Iteration 9F (37732.720000 sec): 3 clusters
  Score: Raw -2767756.984331 + Penalty 4806.017535 = -2762950.966796
  nChanged 807
		SP:Iteration 10Q (37733.030000 sec): 3 clusters
  Score: Raw -2768417.622847 + Penalty 4806.017535 = -2763611.605312
  nChanged 693
		SP:Iteration 11Q (37733.340000 sec): 3 clusters
  Score: Raw -2769013.786043 + Penalty 4806.017535 = -2764207.768508
  nChanged 464
		SP:Iteration 12Q (37733.650000 sec): 3 clusters
  Score: Raw -2769414.150682 + Penalty 4806.017535 = -2764608.133147
  nChanged 277
		SP:Iteration 13Q (37733.960000 sec): 3 clusters
  Score: Raw -2769646.964025 + Penalty 4806.017535 = -2764840.946490
  nChanged 166
		SP:Iteration 14Q (37734.270000 sec): 3 clusters
  Score: Raw -2769801.817863 + Penalty 4806.017535 = -2764995.800328
  nChanged 106
		SP:Iteration 15Q (37734.580000 sec): 3 clusters
  Score: Raw -2769900.036486 + Penalty 4806.017535 = -2765094.018951
  nChanged 64
		SP:Iteration 16Q (37734.850000 sec): 3 clusters
  Score: Raw -2769963.678320 + Penalty 4806.017535 = -2765157.660785
  nChanged 53
		SP:Iteration 17Q (37735.120000 sec): 3 clusters
  Score: Raw -2770017.186774 + Penalty 4806.017535 = -2765211.169239
  nChanged 38
		SP:Iteration 18Q (37735.380000 sec): 3 clusters
  Score: Raw -2770058.212178 + Penalty 4806.017535 = -2765252.194643
  nChanged 37
		SP:Iteration 19Q (37735.650000 sec): 3 clusters
  Score: Raw -2770100.273821 + Penalty 4806.017535 = -2765294.256286
  nChanged 32
		SP:Iteration 20F (37735.960000 sec): 3 clusters
  Score: Raw -2770139.716740 + Penalty 4806.017535 = -2765333.699205
  nChanged 22
		SP:Iteration 21Q (37736.230000 sec): 3 clusters
  Score: Raw -2770160.155606 + Penalty 4806.017535 = -2765354.138071
  nChanged 15
		SP:Iteration 22Q (37736.490000 sec): 3 clusters
  Score: Raw -2770175.005673 + Penalty 4806.017535 = -2765368.988138
  nChanged 11
		SP:Iteration 23Q (37736.760000 sec): 3 clusters
  Score: Raw -2770186.322218 + Penalty 4806.017535 = -2765380.304683
  nChanged 5
		SP:Iteration 24Q (37737.030000 sec): 3 clusters
  Score: Raw -2770192.172930 + Penalty 4806.017535 = -2765386.155395
  nChanged 2
		SP:Iteration 25Q (37737.310000 sec): 3 clusters
  Score: Raw -2770194.406361 + Penalty 4806.017535 = -2765388.388826
  nChanged 3
		SP:Iteration 26Q (37737.690000 sec): 3 clusters
  Score: Raw -2770197.070024 + Penalty 4806.017535 = -2765391.052489
  nChanged 2
		SP:Iteration 27Q (37737.940000 sec): 3 clusters
  Score: Raw -2770199.868542 + Penalty 4806.017535 = -2765393.851007
  nChanged 3
		SP:Iteration 28Q (37738.240000 sec): 3 clusters
  Score: Raw -2770204.292288 + Penalty 4806.017535 = -2765398.274753
  nChanged 4
		SP:Iteration 29Q (37738.520000 sec): 3 clusters
  Score: Raw -2770207.520983 + Penalty 4806.017535 = -2765401.503448
  nChanged 1
		SP:Iteration 30Q (37738.780000 sec): 3 clusters
  Score: Raw -2770208.542533 + Penalty 4806.017535 = -2765402.524998
  nChanged 1
		SP:Iteration 31Q (37739.040000 sec): 3 clusters
  Score: Raw -2770209.144141 + Penalty 4806.017535 = -2765403.126606
  nChanged 0
		SP:Iteration 32F (37739.340000 sec): 3 clusters
  Score: Raw -2770209.144141 + Penalty 4806.017535 = -2765403.126606
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37739.440000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37739.600000 sec): 3 clusters
  Score: Raw -18918.613143 + Penalty 2686.385799 = -16232.227343
  nChanged 34
		SP:Iteration 1F (37739.770000 sec): 3 clusters
  Score: Raw -19038.800143 + Penalty 2686.385799 = -16352.414343
  nChanged 11
		SP:Iteration 2Q (37739.950000 sec): 3 clusters
  Score: Raw -19101.724834 + Penalty 2686.385799 = -16415.339034
  nChanged 2
		SP:Iteration 3Q (37740.120000 sec): 3 clusters
  Score: Raw -19106.783725 + Penalty 2686.385799 = -16420.397926
  nChanged 2
		SP:Iteration 4Q (37740.300000 sec): 3 clusters
  Score: Raw -19109.840468 + Penalty 2686.385799 = -16423.454669
  nChanged 1
		SP:Iteration 5Q (37740.480000 sec): 3 clusters
  Score: Raw -19115.754365 + Penalty 2686.385799 = -16429.368566
  nChanged 1
		SP:Iteration 6Q (37740.640000 sec): 3 clusters
  Score: Raw -19119.786734 + Penalty 2686.385799 = -16433.400935
  nChanged 3
		SP:Iteration 7Q (37740.810000 sec): 3 clusters
  Score: Raw -19124.482508 + Penalty 2686.385799 = -16438.096708
  nChanged 0
		SP:Iteration 8F (37740.970000 sec): 3 clusters
  Score: Raw -19124.482508 + Penalty 2686.385799 = -16438.096708
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37741.040000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37741.210000 sec): 3 clusters
  Score: Raw -25084.967079 + Penalty 2575.706598 = -22509.260481
  nChanged 11
		SP:Iteration 1F (37741.380000 sec): 3 clusters
  Score: Raw -25196.188232 + Penalty 2575.706598 = -22620.481634
  nChanged 8
		SP:Iteration 2Q (37741.540000 sec): 3 clusters
  Score: Raw -25273.704217 + Penalty 2575.706598 = -22697.997619
  nChanged 4
		SP:Iteration 3Q (37741.700000 sec): 3 clusters
  Score: Raw -25299.677823 + Penalty 2575.706598 = -22723.971225
  nChanged 1
		SP:Iteration 4Q (37741.860000 sec): 3 clusters
  Score: Raw -25306.010108 + Penalty 2575.706598 = -22730.303510
  nChanged 1
		SP:Iteration 5Q (37742.030000 sec): 3 clusters
  Score: Raw -25312.866103 + Penalty 2575.706598 = -22737.159505
  nChanged 0
		SP:Iteration 6F (37742.190000 sec): 3 clusters
  Score: Raw -25312.866103 + Penalty 2575.706598 = -22737.159505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37742.270000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37742.440000 sec): 3 clusters
  Score: Raw -20269.789269 + Penalty 2544.429763 = -17725.359506
  nChanged 28
		SP:Iteration 1F (37742.600000 sec): 3 clusters
  Score: Raw -20590.572594 + Penalty 2544.429763 = -18046.142831
  nChanged 10
		SP:Iteration 2F (37742.760000 sec): 3 clusters
  Score: Raw -20756.355317 + Penalty 2544.429763 = -18211.925555
  nChanged 5
		SP:Iteration 3Q (37742.930000 sec): 3 clusters
  Score: Raw -20799.384215 + Penalty 2544.429763 = -18254.954452
  nChanged 2
		SP:Iteration 4Q (37743.090000 sec): 3 clusters
  Score: Raw -20827.648427 + Penalty 2544.429763 = -18283.218664
  nChanged 0
		SP:Iteration 5F (37743.250000 sec): 3 clusters
  Score: Raw -20827.648427 + Penalty 2544.429763 = -18283.218664
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37743.340000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37743.500000 sec): 3 clusters
  Score: Raw -71998.219160 + Penalty 2992.410766 = -69005.808394
  nChanged 67
		SP:Iteration 1F (37743.660000 sec): 3 clusters
  Score: Raw -72137.586874 + Penalty 2992.410766 = -69145.176108
  nChanged 10
		SP:Iteration 2Q (37743.830000 sec): 3 clusters
  Score: Raw -72161.060599 + Penalty 2992.410766 = -69168.649833
  nChanged 3
		SP:Iteration 3Q (37743.990000 sec): 3 clusters
  Score: Raw -72172.740264 + Penalty 2992.410766 = -69180.329498
  nChanged 3
		SP:Iteration 4Q (37744.190000 sec): 3 clusters
  Score: Raw -72182.405577 + Penalty 2992.410766 = -69189.994811
  nChanged 3
		SP:Iteration 5Q (37744.350000 sec): 3 clusters
  Score: Raw -72194.198775 + Penalty 2992.410766 = -69201.788009
  nChanged 3
		SP:Iteration 6Q (37744.510000 sec): 3 clusters
  Score: Raw -72201.045482 + Penalty 2992.410766 = -69208.634716
  nChanged 4
		SP:Iteration 7Q (37744.670000 sec): 3 clusters
  Score: Raw -72209.753454 + Penalty 2992.410766 = -69217.342688
  nChanged 2
		SP:Iteration 8Q (37744.830000 sec): 3 clusters
  Score: Raw -72214.632803 + Penalty 2992.410766 = -69222.222037
  nChanged 0
		SP:Iteration 9F (37744.990000 sec): 3 clusters
  Score: Raw -72214.632803 + Penalty 2992.410766 = -69222.222037
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37745.180000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37745.550000 sec): 3 clusters
  Score: Raw -3694358.792652 + Penalty 4939.930361 = -3689418.862291
  nChanged 9424
		SP:Iteration 1F (37745.880000 sec): 3 clusters
  Score: Raw -3699768.868192 + Penalty 4939.930361 = -3694828.937831
  nChanged 1333
		SP:Iteration 2F (37746.140000 sec): 3 clusters
  Score: Raw -3700528.622452 + Penalty 4939.930361 = -3695588.692091
  nChanged 1376
		SP:Iteration 3F (37746.510000 sec): 3 clusters
  Score: Raw -3701346.691744 + Penalty 4939.930361 = -3696406.761383
  nChanged 1398
		SP:Iteration 4F (37746.760000 sec): 3 clusters
  Score: Raw -3702182.857657 + Penalty 4939.930361 = -3697242.927296
  nChanged 1351
		SP:Iteration 5F (37747.130000 sec): 3 clusters
  Score: Raw -3702961.846599 + Penalty 4939.930361 = -3698021.916238
  nChanged 1175
		SP:Iteration 6F (37747.360000 sec): 3 clusters
  Score: Raw -3703635.529632 + Penalty 4939.930361 = -3698695.599271
  nChanged 950
		SP:Iteration 7Q (37747.750000 sec): 3 clusters
  Score: Raw -3704141.513177 + Penalty 4939.930361 = -3699201.582816
  nChanged 773
		SP:Iteration 8Q (37748.050000 sec): 3 clusters
  Score: Raw -3704536.331524 + Penalty 4939.930361 = -3699596.401163
  nChanged 635
		SP:Iteration 9Q (37748.420000 sec): 3 clusters
  Score: Raw -3704875.389211 + Penalty 4939.930361 = -3699935.458849
  nChanged 512
		SP:Iteration 10Q (37748.710000 sec): 3 clusters
  Score: Raw -3705175.259623 + Penalty 4939.930361 = -3700235.329262
  nChanged 458
		SP:Iteration 11Q (37749.010000 sec): 3 clusters
  Score: Raw -3705438.652022 + Penalty 4939.930361 = -3700498.721661
  nChanged 407
		SP:Iteration 12Q (37749.350000 sec): 3 clusters
  Score: Raw -3705645.270642 + Penalty 4939.930361 = -3700705.340280
  nChanged 369
		SP:Iteration 13Q (37749.630000 sec): 3 clusters
  Score: Raw -3705827.577285 + Penalty 4939.930361 = -3700887.646924
  nChanged 372
		SP:Iteration 14Q (37749.980000 sec): 3 clusters
  Score: Raw -3706018.215337 + Penalty 4939.930361 = -3701078.284976
  nChanged 332
		SP:Iteration 15Q (37750.310000 sec): 3 clusters
  Score: Raw -3706198.832409 + Penalty 4939.930361 = -3701258.902048
  nChanged 301
		SP:Iteration 16Q (37750.630000 sec): 3 clusters
  Score: Raw -3706389.865369 + Penalty 4939.930361 = -3701449.935008
  nChanged 279
		SP:Iteration 17Q (37751.000000 sec): 3 clusters
  Score: Raw -3706593.905044 + Penalty 4939.930361 = -3701653.974683
  nChanged 256
		SP:Iteration 18Q (37751.330000 sec): 3 clusters
  Score: Raw -3706840.365613 + Penalty 4939.930361 = -3701900.435252
  nChanged 181
		SP:Iteration 19Q (37751.670000 sec): 3 clusters
  Score: Raw -3707028.586866 + Penalty 4939.930361 = -3702088.656505
  nChanged 139
		SP:Iteration 20F (37752.010000 sec): 3 clusters
  Score: Raw -3707215.766766 + Penalty 4939.930361 = -3702275.836405
  nChanged 127
		SP:Iteration 21Q (37752.340000 sec): 3 clusters
  Score: Raw -3707370.988018 + Penalty 4939.930361 = -3702431.057657
  nChanged 100
		SP:Iteration 22Q (37752.670000 sec): 3 clusters
  Score: Raw -3707445.428971 + Penalty 4939.930361 = -3702505.498610
  nChanged 66
		SP:Iteration 23Q (37753.010000 sec): 3 clusters
  Score: Raw -3707487.202011 + Penalty 4939.930361 = -3702547.271650
  nChanged 57
		SP:Iteration 24Q (37753.340000 sec): 3 clusters
  Score: Raw -3707518.424447 + Penalty 4939.930361 = -3702578.494085
  nChanged 37
		SP:Iteration 25Q (37753.680000 sec): 3 clusters
  Score: Raw -3707537.399624 + Penalty 4939.930361 = -3702597.469263
  nChanged 28
		SP:Iteration 26Q (37754.010000 sec): 3 clusters
  Score: Raw -3707551.059724 + Penalty 4939.930361 = -3702611.129363
  nChanged 27
		SP:Iteration 27Q (37754.400000 sec): 3 clusters
  Score: Raw -3707562.732625 + Penalty 4939.930361 = -3702622.802264
  nChanged 15
		SP:Iteration 28Q (37754.640000 sec): 3 clusters
  Score: Raw -3707570.098019 + Penalty 4939.930361 = -3702630.167658
  nChanged 10
		SP:Iteration 29Q (37755.040000 sec): 3 clusters
  Score: Raw -3707573.781875 + Penalty 4939.930361 = -3702633.851514
  nChanged 6
		SP:Iteration 30Q (37755.380000 sec): 3 clusters
  Score: Raw -3707575.803498 + Penalty 4939.930361 = -3702635.873137
  nChanged 7
		SP:Iteration 31Q (37755.720000 sec): 3 clusters
  Score: Raw -3707579.241471 + Penalty 4939.930361 = -3702639.311109
  nChanged 6
		SP:Iteration 32Q (37756.070000 sec): 3 clusters
  Score: Raw -3707581.694035 + Penalty 4939.930361 = -3702641.763674
  nChanged 7
		SP:Iteration 33Q (37756.410000 sec): 3 clusters
  Score: Raw -3707583.951342 + Penalty 4939.930361 = -3702644.020981
  nChanged 4
		SP:Iteration 34Q (37756.740000 sec): 3 clusters
  Score: Raw -3707585.393781 + Penalty 4939.930361 = -3702645.463419
  nChanged 3
		SP:Iteration 35Q (37757.080000 sec): 3 clusters
  Score: Raw -3707586.168411 + Penalty 4939.930361 = -3702646.238050
  nChanged 2
		SP:Iteration 36Q (37757.410000 sec): 3 clusters
  Score: Raw -3707586.754397 + Penalty 4939.930361 = -3702646.824036
  nChanged 1
		SP:Iteration 37Q (37757.750000 sec): 3 clusters
  Score: Raw -3707587.084609 + Penalty 4939.930361 = -3702647.154247
  nChanged 0
		SP:Iteration 38F (37758.090000 sec): 3 clusters
  Score: Raw -3707587.084609 + Penalty 4939.930361 = -3702647.154247
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37758.190000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37758.360000 sec): 3 clusters
  Score: Raw -40743.343625 + Penalty 2773.129542 = -37970.214083
  nChanged 45
		SP:Iteration 1F (37758.540000 sec): 3 clusters
  Score: Raw -40937.615377 + Penalty 2773.129542 = -38164.485835
  nChanged 17
		SP:Iteration 2F (37758.710000 sec): 3 clusters
  Score: Raw -41025.908926 + Penalty 2773.129542 = -38252.779384
  nChanged 11
		SP:Iteration 3Q (37758.890000 sec): 3 clusters
  Score: Raw -41113.175429 + Penalty 2773.129542 = -38340.045886
  nChanged 7
		SP:Iteration 4Q (37759.070000 sec): 3 clusters
  Score: Raw -41178.372649 + Penalty 2773.129542 = -38405.243106
  nChanged 7
		SP:Iteration 5Q (37759.240000 sec): 3 clusters
  Score: Raw -41284.201081 + Penalty 2773.129542 = -38511.071539
  nChanged 4
		SP:Iteration 6Q (37759.410000 sec): 3 clusters
  Score: Raw -41301.024795 + Penalty 2773.129542 = -38527.895252
  nChanged 1
		SP:Iteration 7Q (37759.590000 sec): 3 clusters
  Score: Raw -41307.718195 + Penalty 2773.129542 = -38534.588653
  nChanged 1
		SP:Iteration 8Q (37759.770000 sec): 3 clusters
  Score: Raw -41313.324989 + Penalty 2773.129542 = -38540.195447
  nChanged 0
		SP:Iteration 9F (37759.940000 sec): 3 clusters
  Score: Raw -41313.324989 + Penalty 2773.129542 = -38540.195447
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37760.030000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37760.210000 sec): 3 clusters
  Score: Raw -110471.343385 + Penalty 3200.216281 = -107271.127103
  nChanged 135
		SP:Iteration 1F (37760.380000 sec): 3 clusters
  Score: Raw -110676.465314 + Penalty 3200.216281 = -107476.249033
  nChanged 37
		SP:Iteration 2F (37760.550000 sec): 3 clusters
  Score: Raw -110755.647439 + Penalty 3200.216281 = -107555.431158
  nChanged 17
		SP:Iteration 3Q (37760.720000 sec): 3 clusters
  Score: Raw -110793.967737 + Penalty 3200.216281 = -107593.751456
  nChanged 13
		SP:Iteration 4Q (37760.880000 sec): 3 clusters
  Score: Raw -110816.723957 + Penalty 3200.216281 = -107616.507676
  nChanged 8
		SP:Iteration 5Q (37761.040000 sec): 3 clusters
  Score: Raw -110831.931848 + Penalty 3200.216281 = -107631.715567
  nChanged 8
		SP:Iteration 6Q (37761.210000 sec): 3 clusters
  Score: Raw -110846.241713 + Penalty 3200.216281 = -107646.025431
  nChanged 11
		SP:Iteration 7Q (37761.370000 sec): 3 clusters
  Score: Raw -110875.673769 + Penalty 3200.216281 = -107675.457487
  nChanged 10
		SP:Iteration 8Q (37761.530000 sec): 3 clusters
  Score: Raw -110895.451554 + Penalty 3200.216281 = -107695.235273
  nChanged 10
		SP:Iteration 9Q (37761.700000 sec): 3 clusters
  Score: Raw -110927.161376 + Penalty 3200.216281 = -107726.945095
  nChanged 11
		SP:Iteration 10Q (37761.860000 sec): 3 clusters
  Score: Raw -110957.424610 + Penalty 3200.216281 = -107757.208329
  nChanged 11
		SP:Iteration 11Q (37762.030000 sec): 3 clusters
  Score: Raw -110985.737612 + Penalty 3200.216281 = -107785.521331
  nChanged 11
		SP:Iteration 12Q (37762.190000 sec): 3 clusters
  Score: Raw -111021.225042 + Penalty 3200.216281 = -107821.008761
  nChanged 10
		SP:Iteration 13Q (37762.210000 sec): 3 clusters
  Score: Raw -111048.126120 + Penalty 3200.216281 = -107847.909839
  nChanged 6
		SP:Iteration 14Q (37762.240000 sec): 3 clusters
  Score: Raw -111060.654481 + Penalty 3200.216281 = -107860.438199
  nChanged 6
		SP:Iteration 15Q (37762.270000 sec): 3 clusters
  Score: Raw -111073.105038 + Penalty 3200.216281 = -107872.888756
  nChanged 6
		SP:Iteration 16Q (37762.290000 sec): 3 clusters
  Score: Raw -111084.789864 + Penalty 3200.216281 = -107884.573583
  nChanged 6
		SP:Iteration 17Q (37762.310000 sec): 3 clusters
  Score: Raw -111101.914602 + Penalty 3200.216281 = -107901.698321
  nChanged 7
		SP:Iteration 18Q (37762.340000 sec): 3 clusters
  Score: Raw -111117.901540 + Penalty 3200.216281 = -107917.685258
  nChanged 7
		SP:Iteration 19Q (37762.370000 sec): 3 clusters
  Score: Raw -111137.150809 + Penalty 3200.216281 = -107936.934528
  nChanged 3
		SP:Iteration 20F (37762.390000 sec): 3 clusters
  Score: Raw -111144.742640 + Penalty 3200.216281 = -107944.526358
  nChanged 4
		SP:Iteration 21Q (37762.410000 sec): 3 clusters
  Score: Raw -111151.958215 + Penalty 3200.216281 = -107951.741933
  nChanged 1
		SP:Iteration 22Q (37762.440000 sec): 3 clusters
  Score: Raw -111153.807835 + Penalty 3200.216281 = -107953.591554
  nChanged 1
		SP:Iteration 23Q (37762.550000 sec): 3 clusters
  Score: Raw -111155.856276 + Penalty 3200.216281 = -107955.639994
  nChanged 0
		SP:Iteration 24F (37762.720000 sec): 3 clusters
  Score: Raw -111155.856276 + Penalty 3200.216281 = -107955.639994
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37762.810000 sec): 2 clusters
  Score: Raw -151128.424349 + Penalty 1690.821982 = -149437.602367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37762.990000 sec): 3 clusters
  Score: Raw -150970.679121 + Penalty 3381.643963 = -147589.035157
  nChanged 257
		SP:Iteration 1F (37763.210000 sec): 3 clusters
  Score: Raw -151322.675576 + Penalty 3381.643963 = -147941.031612
  nChanged 85
		SP:Iteration 2F (37763.380000 sec): 3 clusters
  Score: Raw -151476.076168 + Penalty 3381.643963 = -148094.432205
  nChanged 52
		SP:Iteration 3F (37763.550000 sec): 3 clusters
  Score: Raw -151608.808827 + Penalty 3381.643963 = -148227.164863
  nChanged 51
		SP:Iteration 4F (37763.590000 sec): 3 clusters
  Score: Raw -151776.942115 + Penalty 3381.643963 = -148395.298151
  nChanged 55
		SP:Iteration 5F (37763.610000 sec): 3 clusters
  Score: Raw -151956.349726 + Penalty 3381.643963 = -148574.705762
  nChanged 44
		SP:Iteration 6Q (37763.640000 sec): 3 clusters
  Score: Raw -152126.267081 + Penalty 3381.643963 = -148744.623117
  nChanged 37
		SP:Iteration 7Q (37763.730000 sec): 3 clusters
  Score: Raw -152270.016280 + Penalty 3381.643963 = -148888.372316
  nChanged 32
		SP:Iteration 8Q (37763.750000 sec): 3 clusters
  Score: Raw -152359.562487 + Penalty 3381.643963 = -148977.918523
  nChanged 26
		SP:Iteration 9Q (37763.780000 sec): 3 clusters
  Score: Raw -152436.955485 + Penalty 3381.643963 = -149055.311522
  nChanged 20
		SP:Iteration 10Q (37763.810000 sec): 3 clusters
  Score: Raw -152495.131069 + Penalty 3381.643963 = -149113.487105
  nChanged 24
		SP:Iteration 11Q (37763.840000 sec): 3 clusters
  Score: Raw -152573.080762 + Penalty 3381.643963 = -149191.436798
  nChanged 18
		SP:Iteration 12Q (37763.870000 sec): 3 clusters
  Score: Raw -152628.085607 + Penalty 3381.643963 = -149246.441643
  nChanged 19
		SP:Iteration 13Q (37763.900000 sec): 3 clusters
  Score: Raw -152679.787650 + Penalty 3381.643963 = -149298.143686
  nChanged 13
		SP:Iteration 14Q (37763.930000 sec): 3 clusters
  Score: Raw -152706.246626 + Penalty 3381.643963 = -149324.602662
  nChanged 12
		SP:Iteration 15Q (37763.960000 sec): 3 clusters
  Score: Raw -152732.201090 + Penalty 3381.643963 = -149350.557126
  nChanged 5
		SP:Iteration 16Q (37763.990000 sec): 3 clusters
  Score: Raw -152749.608392 + Penalty 3381.643963 = -149367.964429
  nChanged 8
		SP:Iteration 17Q (37764.020000 sec): 3 clusters
  Score: Raw -152767.702007 + Penalty 3381.643963 = -149386.058043
  nChanged 6
		SP:Iteration 18Q (37764.050000 sec): 3 clusters
  Score: Raw -152784.569826 + Penalty 3381.643963 = -149402.925863
  nChanged 2
		SP:Iteration 19Q (37764.090000 sec): 3 clusters
  Score: Raw -152788.545739 + Penalty 3381.643963 = -149406.901776
  nChanged 1
		SP:Iteration 20F (37764.110000 sec): 3 clusters
  Score: Raw -152795.559665 + Penalty 3381.643963 = -149413.915701
  nChanged 1
		SP:Iteration 21Q (37764.140000 sec): 3 clusters
  Score: Raw -152802.347884 + Penalty 3381.643963 = -149420.703920
  nChanged 5
		SP:Iteration 22Q (37764.170000 sec): 3 clusters
  Score: Raw -152818.101041 + Penalty 3381.643963 = -149436.457077
  nChanged 5
		SP:Iteration 23Q (37764.200000 sec): 3 clusters
  Score: Raw -152849.154606 + Penalty 3381.643963 = -149467.510643
  nChanged 7
		SP:Iteration 24Q (37764.230000 sec): 3 clusters
  Score: Raw -152872.632198 + Penalty 3381.643963 = -149490.988235
  nChanged 4
		SP:Iteration 25Q (37764.260000 sec): 3 clusters
  Score: Raw -152879.925668 + Penalty 3381.643963 = -149498.281705
  nChanged 2
		SP:Iteration 26Q (37764.290000 sec): 3 clusters
  Score: Raw -152883.808449 + Penalty 3381.643963 = -149502.164485
  nChanged 4
		SP:Iteration 27Q (37764.330000 sec): 3 clusters
  Score: Raw -152894.379466 + Penalty 3381.643963 = -149512.735503
  nChanged 0
		SP:Iteration 28F (37764.360000 sec): 3 clusters
  Score: Raw -152894.379466 + Penalty 3381.643963 = -149512.735503
  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 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37764.400000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37764.410000 sec): 3 clusters
  Score: Raw -30072.790625 + Penalty 2642.626580 = -27430.164045
  nChanged 18
		SP:Iteration 1F (37764.420000 sec): 3 clusters
  Score: Raw -30140.957420 + Penalty 2642.626580 = -27498.330841
  nChanged 3
		SP:Iteration 2Q (37764.430000 sec): 3 clusters
  Score: Raw -30168.946924 + Penalty 2642.626580 = -27526.320345
  nChanged 4
		SP:Iteration 3Q (37764.430000 sec): 3 clusters
  Score: Raw -30187.434750 + Penalty 2642.626580 = -27544.808170
  nChanged 3
		SP:Iteration 4Q (37764.440000 sec): 3 clusters
  Score: Raw -30198.271373 + Penalty 2642.626580 = -27555.644793
  nChanged 0
		SP:Iteration 5F (37764.450000 sec): 3 clusters
  Score: Raw -30198.271373 + Penalty 2642.626580 = -27555.644793
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37764.490000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37764.510000 sec): 3 clusters
  Score: Raw -108774.595504 + Penalty 3222.400395 = -105552.195109
  nChanged 154
		SP:Iteration 1F (37764.530000 sec): 3 clusters
  Score: Raw -109102.981055 + Penalty 3222.400395 = -105880.580659
  nChanged 69
		SP:Iteration 2F (37764.560000 sec): 3 clusters
  Score: Raw -109294.086476 + Penalty 3222.400395 = -106071.686081
  nChanged 42
		SP:Iteration 3F (37764.580000 sec): 3 clusters
  Score: Raw -109460.937263 + Penalty 3222.400395 = -106238.536868
  nChanged 20
		SP:Iteration 4Q (37764.750000 sec): 3 clusters
  Score: Raw -109592.463302 + Penalty 3222.400395 = -106370.062907
  nChanged 27
		SP:Iteration 5Q (37764.840000 sec): 3 clusters
  Score: Raw -109713.636529 + Penalty 3222.400395 = -106491.236134
  nChanged 18
		SP:Iteration 6Q (37764.860000 sec): 3 clusters
  Score: Raw -109807.804431 + Penalty 3222.400395 = -106585.404036
  nChanged 14
		SP:Iteration 7Q (37764.880000 sec): 3 clusters
  Score: Raw -109892.483230 + Penalty 3222.400395 = -106670.082835
  nChanged 12
		SP:Iteration 8Q (37764.900000 sec): 3 clusters
  Score: Raw -109962.303838 + Penalty 3222.400395 = -106739.903443
  nChanged 9
		SP:Iteration 9Q (37764.930000 sec): 3 clusters
  Score: Raw -109986.252335 + Penalty 3222.400395 = -106763.851939
  nChanged 2
		SP:Iteration 10Q (37764.950000 sec): 3 clusters
  Score: Raw -110008.471611 + Penalty 3222.400395 = -106786.071215
  nChanged 4
		SP:Iteration 11Q (37764.970000 sec): 3 clusters
  Score: Raw -110038.090545 + Penalty 3222.400395 = -106815.690150
  nChanged 4
		SP:Iteration 12Q (37765.000000 sec): 3 clusters
  Score: Raw -110065.125553 + Penalty 3222.400395 = -106842.725158
  nChanged 0
		SP:Iteration 13F (37765.020000 sec): 3 clusters
  Score: Raw -110065.125553 + Penalty 3222.400395 = -106842.725158
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37765.060000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37765.090000 sec): 3 clusters
  Score: Raw -162678.708586 + Penalty 3409.602454 = -159269.106133
  nChanged 260
		SP:Iteration 1F (37765.130000 sec): 3 clusters
  Score: Raw -162985.638257 + Penalty 3409.602454 = -159576.035803
  nChanged 57
		SP:Iteration 2F (37765.150000 sec): 3 clusters
  Score: Raw -163055.374140 + Penalty 3409.602454 = -159645.771686
  nChanged 25
		SP:Iteration 3Q (37765.190000 sec): 3 clusters
  Score: Raw -163084.696404 + Penalty 3409.602454 = -159675.093951
  nChanged 12
		SP:Iteration 4Q (37765.220000 sec): 3 clusters
  Score: Raw -163105.767797 + Penalty 3409.602454 = -159696.165344
  nChanged 14
		SP:Iteration 5Q (37765.250000 sec): 3 clusters
  Score: Raw -163126.006770 + Penalty 3409.602454 = -159716.404316
  nChanged 14
		SP:Iteration 6Q (37765.280000 sec): 3 clusters
  Score: Raw -163144.983582 + Penalty 3409.602454 = -159735.381128
  nChanged 9
		SP:Iteration 7Q (37765.420000 sec): 3 clusters
  Score: Raw -163162.944249 + Penalty 3409.602454 = -159753.341796
  nChanged 14
		SP:Iteration 8Q (37765.600000 sec): 3 clusters
  Score: Raw -163181.478615 + Penalty 3409.602454 = -159771.876161
  nChanged 13
		SP:Iteration 9Q (37765.770000 sec): 3 clusters
  Score: Raw -163200.687132 + Penalty 3409.602454 = -159791.084678
  nChanged 7
		SP:Iteration 10Q (37765.950000 sec): 3 clusters
  Score: Raw -163215.006292 + Penalty 3409.602454 = -159805.403839
  nChanged 6
		SP:Iteration 11Q (37766.130000 sec): 3 clusters
  Score: Raw -163228.060858 + Penalty 3409.602454 = -159818.458404
  nChanged 7
		SP:Iteration 12Q (37766.300000 sec): 3 clusters
  Score: Raw -163239.925281 + Penalty 3409.602454 = -159830.322827
  nChanged 4
		SP:Iteration 13Q (37766.480000 sec): 3 clusters
  Score: Raw -163245.474067 + Penalty 3409.602454 = -159835.871613
  nChanged 2
		SP:Iteration 14Q (37766.650000 sec): 3 clusters
  Score: Raw -163248.217143 + Penalty 3409.602454 = -159838.614690
  nChanged 0
		SP:Iteration 15F (37766.830000 sec): 3 clusters
  Score: Raw -163248.217143 + Penalty 3409.602454 = -159838.614690
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37766.920000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37767.090000 sec): 3 clusters
  Score: Raw -76353.668281 + Penalty 3063.230166 = -73290.438115
  nChanged 93
		SP:Iteration 1F (37767.270000 sec): 3 clusters
  Score: Raw -76580.347624 + Penalty 3063.230166 = -73517.117458
  nChanged 26
		SP:Iteration 2F (37767.450000 sec): 3 clusters
  Score: Raw -76676.018860 + Penalty 3063.230166 = -73612.788694
  nChanged 17
		SP:Iteration 3Q (37767.620000 sec): 3 clusters
  Score: Raw -76761.394560 + Penalty 3063.230166 = -73698.164394
  nChanged 16
		SP:Iteration 4Q (37767.800000 sec): 3 clusters
  Score: Raw -76813.628825 + Penalty 3063.230166 = -73750.398659
  nChanged 10
		SP:Iteration 5Q (37767.970000 sec): 3 clusters
  Score: Raw -76835.642003 + Penalty 3063.230166 = -73772.411837
  nChanged 4
		SP:Iteration 6Q (37768.150000 sec): 3 clusters
  Score: Raw -76843.466878 + Penalty 3063.230166 = -73780.236712
  nChanged 2
		SP:Iteration 7Q (37768.330000 sec): 3 clusters
  Score: Raw -76845.673094 + Penalty 3063.230166 = -73782.442928
  nChanged 0
		SP:Iteration 8F (37768.500000 sec): 3 clusters
  Score: Raw -76845.673094 + Penalty 3063.230166 = -73782.442928
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37768.590000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37768.760000 sec): 3 clusters
  Score: Raw -38386.664817 + Penalty 2736.656637 = -35650.008181
  nChanged 19
		SP:Iteration 1F (37768.940000 sec): 3 clusters
  Score: Raw -38483.736241 + Penalty 2736.656637 = -35747.079605
  nChanged 6
		SP:Iteration 2Q (37769.110000 sec): 3 clusters
  Score: Raw -38503.689290 + Penalty 2736.656637 = -35767.032654
  nChanged 2
		SP:Iteration 3Q (37769.290000 sec): 3 clusters
  Score: Raw -38511.081925 + Penalty 2736.656637 = -35774.425289
  nChanged 0
		SP:Iteration 4F (37769.470000 sec): 3 clusters
  Score: Raw -38511.081925 + Penalty 2736.656637 = -35774.425289
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37769.550000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37769.730000 sec): 3 clusters
  Score: Raw -39880.989524 + Penalty 2769.414169 = -37111.575355
  nChanged 34
		SP:Iteration 1F (37769.910000 sec): 3 clusters
  Score: Raw -40008.717152 + Penalty 2769.414169 = -37239.302983
  nChanged 13
		SP:Iteration 2Q (37770.080000 sec): 3 clusters
  Score: Raw -40056.790875 + Penalty 2769.414169 = -37287.376705
  nChanged 3
		SP:Iteration 3Q (37770.260000 sec): 3 clusters
  Score: Raw -40068.350437 + Penalty 2769.414169 = -37298.936268
  nChanged 1
		SP:Iteration 4Q (37770.430000 sec): 3 clusters
  Score: Raw -40074.562718 + Penalty 2769.414169 = -37305.148549
  nChanged 0
		SP:Iteration 5F (37770.610000 sec): 3 clusters
  Score: Raw -40074.562718 + Penalty 2769.414169 = -37305.148549
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37770.730000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37770.790000 sec): 3 clusters
  Score: Raw -404292.010468 + Penalty 3868.880883 = -400423.129585
  nChanged 842
		SP:Iteration 1F (37770.850000 sec): 3 clusters
  Score: Raw -404947.321113 + Penalty 3868.880883 = -401078.440230
  nChanged 216
		SP:Iteration 2F (37770.910000 sec): 3 clusters
  Score: Raw -405226.208139 + Penalty 3868.880883 = -401357.327256
  nChanged 175
		SP:Iteration 3F (37770.970000 sec): 3 clusters
  Score: Raw -405485.110538 + Penalty 3868.880883 = -401616.229655
  nChanged 156
		SP:Iteration 4F (37771.030000 sec): 3 clusters
  Score: Raw -405748.129625 + Penalty 3868.880883 = -401879.248742
  nChanged 146
		SP:Iteration 5F (37771.090000 sec): 3 clusters
  Score: Raw -405970.977707 + Penalty 3868.880883 = -402102.096824
  nChanged 146
		SP:Iteration 6F (37771.150000 sec): 3 clusters
  Score: Raw -406206.035797 + Penalty 3868.880883 = -402337.154914
  nChanged 128
		SP:Iteration 7F (37771.210000 sec): 3 clusters
  Score: Raw -406416.081050 + Penalty 3868.880883 = -402547.200167
  nChanged 99
		SP:Iteration 8Q (37771.270000 sec): 3 clusters
  Score: Raw -406531.110665 + Penalty 3868.880883 = -402662.229783
  nChanged 68
		SP:Iteration 9Q (37771.330000 sec): 3 clusters
  Score: Raw -406600.396589 + Penalty 3868.880883 = -402731.515706
  nChanged 44
		SP:Iteration 10Q (37771.380000 sec): 3 clusters
  Score: Raw -406643.181157 + Penalty 3868.880883 = -402774.300274
  nChanged 26
		SP:Iteration 11Q (37771.440000 sec): 3 clusters
  Score: Raw -406665.843536 + Penalty 3868.880883 = -402796.962653
  nChanged 19
		SP:Iteration 12Q (37771.500000 sec): 3 clusters
  Score: Raw -406678.460154 + Penalty 3868.880883 = -402809.579271
  nChanged 7
		SP:Iteration 13Q (37771.560000 sec): 3 clusters
  Score: Raw -406683.445523 + Penalty 3868.880883 = -402814.564640
  nChanged 5
		SP:Iteration 14Q (37771.620000 sec): 3 clusters
  Score: Raw -406686.204379 + Penalty 3868.880883 = -402817.323496
  nChanged 2
		SP:Iteration 15Q (37771.680000 sec): 3 clusters
  Score: Raw -406686.947801 + Penalty 3868.880883 = -402818.066918
  nChanged 4
		SP:Iteration 16Q (37771.730000 sec): 3 clusters
  Score: Raw -406688.566240 + Penalty 3868.880883 = -402819.685357
  nChanged 2
		SP:Iteration 17Q (37771.790000 sec): 3 clusters
  Score: Raw -406689.398650 + Penalty 3868.880883 = -402820.517767
  nChanged 0
		SP:Iteration 18F (37771.850000 sec): 3 clusters
  Score: Raw -406689.398650 + Penalty 3868.880883 = -402820.517767
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37771.890000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37771.910000 sec): 3 clusters
  Score: Raw -77892.125814 + Penalty 3054.911313 = -74837.214501
  nChanged 77
		SP:Iteration 1F (37771.930000 sec): 3 clusters
  Score: Raw -78086.268419 + Penalty 3054.911313 = -75031.357106
  nChanged 23
		SP:Iteration 2Q (37771.960000 sec): 3 clusters
  Score: Raw -78181.590561 + Penalty 3054.911313 = -75126.679249
  nChanged 15
		SP:Iteration 3Q (37771.980000 sec): 3 clusters
  Score: Raw -78225.550235 + Penalty 3054.911313 = -75170.638922
  nChanged 12
		SP:Iteration 4Q (37772.000000 sec): 3 clusters
  Score: Raw -78278.476327 + Penalty 3054.911313 = -75223.565015
  nChanged 9
		SP:Iteration 5Q (37772.030000 sec): 3 clusters
  Score: Raw -78322.130646 + Penalty 3054.911313 = -75267.219333
  nChanged 13
		SP:Iteration 6Q (37772.050000 sec): 3 clusters
  Score: Raw -78360.567449 + Penalty 3054.911313 = -75305.656137
  nChanged 2
		SP:Iteration 7Q (37772.070000 sec): 3 clusters
  Score: Raw -78371.678853 + Penalty 3054.911313 = -75316.767540
  nChanged 4
		SP:Iteration 8Q (37772.090000 sec): 3 clusters
  Score: Raw -78385.258849 + Penalty 3054.911313 = -75330.347536
  nChanged 4
		SP:Iteration 9Q (37772.110000 sec): 3 clusters
  Score: Raw -78395.981242 + Penalty 3054.911313 = -75341.069929
  nChanged 4
		SP:Iteration 10Q (37772.140000 sec): 3 clusters
  Score: Raw -78405.197541 + Penalty 3054.911313 = -75350.286228
  nChanged 0
		SP:Iteration 11F (37772.160000 sec): 3 clusters
  Score: Raw -78405.197541 + Penalty 3054.911313 = -75350.286228
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37772.230000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37772.330000 sec): 3 clusters
  Score: Raw -649243.031460 + Penalty 4072.626108 = -645170.405353
  nChanged 1370
		SP:Iteration 1F (37772.410000 sec): 3 clusters
  Score: Raw -650085.654000 + Penalty 4072.626108 = -646013.027892
  nChanged 295
		SP:Iteration 2F (37772.500000 sec): 3 clusters
  Score: Raw -650292.682138 + Penalty 4072.626108 = -646220.056031
  nChanged 188
		SP:Iteration 3F (37772.590000 sec): 3 clusters
  Score: Raw -650397.120014 + Penalty 4072.626108 = -646324.493906
  nChanged 127
		SP:Iteration 4Q (37772.680000 sec): 3 clusters
  Score: Raw -650470.061188 + Penalty 4072.626108 = -646397.435081
  nChanged 108
		SP:Iteration 5Q (37772.770000 sec): 3 clusters
  Score: Raw -650536.731598 + Penalty 4072.626108 = -646464.105490
  nChanged 85
		SP:Iteration 6Q (37772.850000 sec): 3 clusters
  Score: Raw -650588.470944 + Penalty 4072.626108 = -646515.844837
  nChanged 77
		SP:Iteration 7Q (37772.950000 sec): 3 clusters
  Score: Raw -650627.252524 + Penalty 4072.626108 = -646554.626416
  nChanged 69
		SP:Iteration 8Q (37773.110000 sec): 3 clusters
  Score: Raw -650663.188416 + Penalty 4072.626108 = -646590.562308
  nChanged 64
		SP:Iteration 9Q (37773.280000 sec): 3 clusters
  Score: Raw -650695.271923 + Penalty 4072.626108 = -646622.645815
  nChanged 74
		SP:Iteration 10Q (37773.460000 sec): 3 clusters
  Score: Raw -650736.720115 + Penalty 4072.626108 = -646664.094008
  nChanged 78
		SP:Iteration 11Q (37773.630000 sec): 3 clusters
  Score: Raw -650783.532244 + Penalty 4072.626108 = -646710.906136
  nChanged 78
		SP:Iteration 12Q (37773.810000 sec): 3 clusters
  Score: Raw -650830.444084 + Penalty 4072.626108 = -646757.817976
  nChanged 88
		SP:Iteration 13Q (37773.990000 sec): 3 clusters
  Score: Raw -650886.429107 + Penalty 4072.626108 = -646813.802999
  nChanged 75
		SP:Iteration 14Q (37774.160000 sec): 3 clusters
  Score: Raw -650936.005116 + Penalty 4072.626108 = -646863.379008
  nChanged 70
		SP:Iteration 15Q (37774.340000 sec): 3 clusters
  Score: Raw -650982.286089 + Penalty 4072.626108 = -646909.659982
  nChanged 56
		SP:Iteration 16Q (37774.510000 sec): 3 clusters
  Score: Raw -651019.403105 + Penalty 4072.626108 = -646946.776998
  nChanged 61
		SP:Iteration 17Q (37774.690000 sec): 3 clusters
  Score: Raw -651064.884014 + Penalty 4072.626108 = -646992.257906
  nChanged 65
		SP:Iteration 18Q (37774.860000 sec): 3 clusters
  Score: Raw -651110.861406 + Penalty 4072.626108 = -647038.235298
  nChanged 51
		SP:Iteration 19Q (37775.040000 sec): 3 clusters
  Score: Raw -651147.369899 + Penalty 4072.626108 = -647074.743791
  nChanged 47
		SP:Iteration 20F (37775.210000 sec): 3 clusters
  Score: Raw -651181.097741 + Penalty 4072.626108 = -647108.471633
  nChanged 38
		SP:Iteration 21Q (37775.390000 sec): 3 clusters
  Score: Raw -651212.264151 + Penalty 4072.626108 = -647139.638043
  nChanged 49
		SP:Iteration 22Q (37775.570000 sec): 3 clusters
  Score: Raw -651256.094355 + Penalty 4072.626108 = -647183.468247
  nChanged 35
		SP:Iteration 23Q (37775.740000 sec): 3 clusters
  Score: Raw -651283.499033 + Penalty 4072.626108 = -647210.872925
  nChanged 29
		SP:Iteration 24Q (37775.920000 sec): 3 clusters
  Score: Raw -651303.654928 + Penalty 4072.626108 = -647231.028821
  nChanged 17
		SP:Iteration 25Q (37776.090000 sec): 3 clusters
  Score: Raw -651313.903152 + Penalty 4072.626108 = -647241.277044
  nChanged 19
		SP:Iteration 26Q (37776.270000 sec): 3 clusters
  Score: Raw -651326.916016 + Penalty 4072.626108 = -647254.289908
  nChanged 17
		SP:Iteration 27Q (37776.450000 sec): 3 clusters
  Score: Raw -651338.352402 + Penalty 4072.626108 = -647265.726295
  nChanged 14
		SP:Iteration 28Q (37776.550000 sec): 3 clusters
  Score: Raw -651348.189243 + Penalty 4072.626108 = -647275.563136
  nChanged 10
		SP:Iteration 29Q (37776.630000 sec): 3 clusters
  Score: Raw -651356.156918 + Penalty 4072.626108 = -647283.530810
  nChanged 12
		SP:Iteration 30Q (37776.720000 sec): 3 clusters
  Score: Raw -651366.335198 + Penalty 4072.626108 = -647293.709090
  nChanged 12
		SP:Iteration 31Q (37776.800000 sec): 3 clusters
  Score: Raw -651373.221064 + Penalty 4072.626108 = -647300.594956
  nChanged 8
		SP:Iteration 32Q (37776.890000 sec): 3 clusters
  Score: Raw -651377.273025 + Penalty 4072.626108 = -647304.646917
  nChanged 6
		SP:Iteration 33Q (37776.970000 sec): 3 clusters
  Score: Raw -651380.656443 + Penalty 4072.626108 = -647308.030336
  nChanged 5
		SP:Iteration 34Q (37777.050000 sec): 3 clusters
  Score: Raw -651384.367242 + Penalty 4072.626108 = -647311.741134
  nChanged 4
		SP:Iteration 35Q (37777.130000 sec): 3 clusters
  Score: Raw -651388.225513 + Penalty 4072.626108 = -647315.599405
  nChanged 7
		SP:Iteration 36Q (37777.220000 sec): 3 clusters
  Score: Raw -651395.586832 + Penalty 4072.626108 = -647322.960724
  nChanged 12
		SP:Iteration 37Q (37777.300000 sec): 3 clusters
  Score: Raw -651406.595937 + Penalty 4072.626108 = -647333.969829
  nChanged 19
		SP:Iteration 38Q (37777.390000 sec): 3 clusters
  Score: Raw -651417.867315 + Penalty 4072.626108 = -647345.241208
  nChanged 15
		SP:Iteration 39Q (37777.470000 sec): 3 clusters
  Score: Raw -651425.794833 + Penalty 4072.626108 = -647353.168726
  nChanged 12
		SP:Iteration 40F (37777.560000 sec): 3 clusters
  Score: Raw -651432.590325 + Penalty 4072.626108 = -647359.964217
  nChanged 9
		SP:Iteration 41Q (37777.630000 sec): 3 clusters
  Score: Raw -651437.702441 + Penalty 4072.626108 = -647365.076333
  nChanged 6
		SP:Iteration 42Q (37777.870000 sec): 3 clusters
  Score: Raw -651440.877052 + Penalty 4072.626108 = -647368.250945
  nChanged 5
		SP:Iteration 43Q (37777.970000 sec): 3 clusters
  Score: Raw -651445.416290 + Penalty 4072.626108 = -647372.790182
  nChanged 9
		SP:Iteration 44Q (37778.050000 sec): 3 clusters
  Score: Raw -651456.060823 + Penalty 4072.626108 = -647383.434715
  nChanged 15
		SP:Iteration 45Q (37778.220000 sec): 3 clusters
  Score: Raw -651465.241658 + Penalty 4072.626108 = -647392.615550
  nChanged 6
		SP:Iteration 46Q (37778.400000 sec): 3 clusters
  Score: Raw -651470.318810 + Penalty 4072.626108 = -647397.692702
  nChanged 12
		SP:Iteration 47Q (37778.580000 sec): 3 clusters
  Score: Raw -651477.689344 + Penalty 4072.626108 = -647405.063237
  nChanged 12
		SP:Iteration 48Q (37778.750000 sec): 3 clusters
  Score: Raw -651486.271712 + Penalty 4072.626108 = -647413.645604
  nChanged 12
		SP:Iteration 49Q (37778.930000 sec): 3 clusters
  Score: Raw -651495.097495 + Penalty 4072.626108 = -647422.471387
  nChanged 8
		SP:Iteration 50Q (37779.100000 sec): 3 clusters
  Score: Raw -651501.263931 + Penalty 4072.626108 = -647428.637823
  nChanged 9
		SP:Iteration 51Q (37779.280000 sec): 3 clusters
  Score: Raw -651506.595700 + Penalty 4072.626108 = -647433.969592
  nChanged 6
		SP:Iteration 52Q (37779.460000 sec): 3 clusters
  Score: Raw -651510.448526 + Penalty 4072.626108 = -647437.822418
  nChanged 4
		SP:Iteration 53Q (37779.630000 sec): 3 clusters
  Score: Raw -651512.717380 + Penalty 4072.626108 = -647440.091273
  nChanged 6
		SP:Iteration 54Q (37779.800000 sec): 3 clusters
  Score: Raw -651515.542057 + Penalty 4072.626108 = -647442.915950
  nChanged 2
		SP:Iteration 55Q (37779.980000 sec): 3 clusters
  Score: Raw -651516.811309 + Penalty 4072.626108 = -647444.185201
  nChanged 2
		SP:Iteration 56Q (37780.160000 sec): 3 clusters
  Score: Raw -651518.756279 + Penalty 4072.626108 = -647446.130172
  nChanged 1
		SP:Iteration 57Q (37780.330000 sec): 3 clusters
  Score: Raw -651518.948125 + Penalty 4072.626108 = -647446.322017
  nChanged 1
		SP:Iteration 58Q (37780.550000 sec): 3 clusters
  Score: Raw -651519.112763 + Penalty 4072.626108 = -647446.486655
  nChanged 0
		SP:Iteration 59F (37780.660000 sec): 3 clusters
  Score: Raw -651519.112763 + Penalty 4072.626108 = -647446.486655
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37780.740000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37780.900000 sec): 3 clusters
  Score: Raw -191547.733288 + Penalty 3494.272938 = -188053.460350
  nChanged 285
		SP:Iteration 1F (37781.060000 sec): 3 clusters
  Score: Raw -191870.559338 + Penalty 3494.272938 = -188376.286400
  nChanged 92
		SP:Iteration 2F (37781.230000 sec): 3 clusters
  Score: Raw -192025.978151 + Penalty 3494.272938 = -188531.705213
  nChanged 51
		SP:Iteration 3Q (37781.400000 sec): 3 clusters
  Score: Raw -192116.559303 + Penalty 3494.272938 = -188622.286365
  nChanged 34
		SP:Iteration 4Q (37781.580000 sec): 3 clusters
  Score: Raw -192187.237814 + Penalty 3494.272938 = -188692.964876
  nChanged 28
		SP:Iteration 5Q (37781.760000 sec): 3 clusters
  Score: Raw -192240.845633 + Penalty 3494.272938 = -188746.572694
  nChanged 28
		SP:Iteration 6Q (37781.930000 sec): 3 clusters
  Score: Raw -192294.162503 + Penalty 3494.272938 = -188799.889565
  nChanged 31
		SP:Iteration 7Q (37782.110000 sec): 3 clusters
  Score: Raw -192351.652019 + Penalty 3494.272938 = -188857.379080
  nChanged 27
		SP:Iteration 8Q (37782.280000 sec): 3 clusters
  Score: Raw -192393.902654 + Penalty 3494.272938 = -188899.629716
  nChanged 19
		SP:Iteration 9Q (37782.460000 sec): 3 clusters
  Score: Raw -192414.447289 + Penalty 3494.272938 = -188920.174351
  nChanged 6
		SP:Iteration 10Q (37782.650000 sec): 3 clusters
  Score: Raw -192421.185729 + Penalty 3494.272938 = -188926.912791
  nChanged 3
		SP:Iteration 11Q (37782.800000 sec): 3 clusters
  Score: Raw -192424.114839 + Penalty 3494.272938 = -188929.841901
  nChanged 4
		SP:Iteration 12Q (37782.830000 sec): 3 clusters
  Score: Raw -192430.036067 + Penalty 3494.272938 = -188935.763128
  nChanged 3
		SP:Iteration 13Q (37782.870000 sec): 3 clusters
  Score: Raw -192435.297001 + Penalty 3494.272938 = -188941.024063
  nChanged 5
		SP:Iteration 14Q (37782.900000 sec): 3 clusters
  Score: Raw -192441.492630 + Penalty 3494.272938 = -188947.219692
  nChanged 5
		SP:Iteration 15Q (37782.930000 sec): 3 clusters
  Score: Raw -192448.663026 + Penalty 3494.272938 = -188954.390088
  nChanged 7
		SP:Iteration 16Q (37782.960000 sec): 3 clusters
  Score: Raw -192460.544921 + Penalty 3494.272938 = -188966.271983
  nChanged 11
		SP:Iteration 17Q (37783.000000 sec): 3 clusters
  Score: Raw -192474.989435 + Penalty 3494.272938 = -188980.716497
  nChanged 6
		SP:Iteration 18Q (37783.030000 sec): 3 clusters
  Score: Raw -192482.661855 + Penalty 3494.272938 = -188988.388917
  nChanged 5
		SP:Iteration 19Q (37783.060000 sec): 3 clusters
  Score: Raw -192491.040680 + Penalty 3494.272938 = -188996.767742
  nChanged 4
		SP:Iteration 20F (37783.090000 sec): 3 clusters
  Score: Raw -192495.301943 + Penalty 3494.272938 = -189001.029005
  nChanged 5
		SP:Iteration 21Q (37783.120000 sec): 3 clusters
  Score: Raw -192503.529330 + Penalty 3494.272938 = -189009.256392
  nChanged 2
		SP:Iteration 22Q (37783.160000 sec): 3 clusters
  Score: Raw -192505.123824 + Penalty 3494.272938 = -189010.850886
  nChanged 0
		SP:Iteration 23F (37783.190000 sec): 3 clusters
  Score: Raw -192505.123824 + Penalty 3494.272938 = -189010.850886
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37783.220000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37783.220000 sec): 3 clusters
  Score: Raw -20984.144218 + Penalty 2458.090221 = -18526.053998
  nChanged 4
		SP:Iteration 1Q (37783.230000 sec): 3 clusters
  Score: Raw -20998.621663 + Penalty 2458.090221 = -18540.531443
  nChanged 2
		SP:Iteration 2Q (37783.240000 sec): 3 clusters
  Score: Raw -21012.320247 + Penalty 2458.090221 = -18554.230027
  nChanged 1
		SP:Iteration 3Q (37783.250000 sec): 3 clusters
  Score: Raw -21016.794910 + Penalty 2458.090221 = -18558.704689
  nChanged 2
		SP:Iteration 4Q (37783.260000 sec): 3 clusters
  Score: Raw -21029.412536 + Penalty 2458.090221 = -18571.322315
  nChanged 2
		SP:Iteration 5Q (37783.260000 sec): 3 clusters
  Score: Raw -21039.519292 + Penalty 2458.090221 = -18581.429072
  nChanged 1
		SP:Iteration 6Q (37783.270000 sec): 3 clusters
  Score: Raw -21046.982884 + Penalty 2458.090221 = -18588.892664
  nChanged 2
		SP:Iteration 7Q (37783.280000 sec): 3 clusters
  Score: Raw -21063.040033 + Penalty 2458.090221 = -18604.949812
  nChanged 4
		SP:Iteration 8Q (37783.280000 sec): 3 clusters
  Score: Raw -21085.549485 + Penalty 2458.090221 = -18627.459265
  nChanged 0
		SP:Iteration 9F (37783.290000 sec): 3 clusters
  Score: Raw -21085.549485 + Penalty 2458.090221 = -18627.459265
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37783.320000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37783.330000 sec): 3 clusters
  Score: Raw -52776.483127 + Penalty 2857.977486 = -49918.505641
  nChanged 31
		SP:Iteration 1F (37783.340000 sec): 3 clusters
  Score: Raw -52888.314816 + Penalty 2857.977486 = -50030.337330
  nChanged 9
		SP:Iteration 2Q (37783.360000 sec): 3 clusters
  Score: Raw -52924.324466 + Penalty 2857.977486 = -50066.346980
  nChanged 4
		SP:Iteration 3Q (37783.370000 sec): 3 clusters
  Score: Raw -52933.894123 + Penalty 2857.977486 = -50075.916637
  nChanged 1
		SP:Iteration 4Q (37783.390000 sec): 3 clusters
  Score: Raw -52940.027080 + Penalty 2857.977486 = -50082.049594
  nChanged 1
		SP:Iteration 5Q (37783.400000 sec): 3 clusters
  Score: Raw -52942.538854 + Penalty 2857.977486 = -50084.561368
  nChanged 0
		SP:Iteration 6F (37783.410000 sec): 3 clusters
  Score: Raw -52942.538854 + Penalty 2857.977486 = -50084.561368
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37783.440000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37783.460000 sec): 3 clusters
  Score: Raw -68479.527848 + Penalty 3139.541569 = -65339.986279
  nChanged 129
		SP:Iteration 1F (37783.480000 sec): 3 clusters
  Score: Raw -68839.007838 + Penalty 3139.541569 = -65699.466269
  nChanged 59
		SP:Iteration 2F (37783.510000 sec): 3 clusters
  Score: Raw -69036.239479 + Penalty 3139.541569 = -65896.697909
  nChanged 25
		SP:Iteration 3Q (37783.530000 sec): 3 clusters
  Score: Raw -69111.658174 + Penalty 3139.541569 = -65972.116605
  nChanged 12
		SP:Iteration 4Q (37783.550000 sec): 3 clusters
  Score: Raw -69150.850248 + Penalty 3139.541569 = -66011.308678
  nChanged 8
		SP:Iteration 5Q (37783.580000 sec): 3 clusters
  Score: Raw -69183.520050 + Penalty 3139.541569 = -66043.978481
  nChanged 6
		SP:Iteration 6Q (37783.600000 sec): 3 clusters
  Score: Raw -69200.671489 + Penalty 3139.541569 = -66061.129920
  nChanged 2
		SP:Iteration 7Q (37783.620000 sec): 3 clusters
  Score: Raw -69204.186848 + Penalty 3139.541569 = -66064.645279
  nChanged 1
		SP:Iteration 8Q (37783.640000 sec): 3 clusters
  Score: Raw -69207.764826 + Penalty 3139.541569 = -66068.223257
  nChanged 3
		SP:Iteration 9Q (37783.670000 sec): 3 clusters
  Score: Raw -69214.000967 + Penalty 3139.541569 = -66074.459398
  nChanged 1
		SP:Iteration 10Q (37783.690000 sec): 3 clusters
  Score: Raw -69214.655393 + Penalty 3139.541569 = -66075.113823
  nChanged 0
		SP:Iteration 11F (37783.710000 sec): 3 clusters
  Score: Raw -69214.655393 + Penalty 3139.541569 = -66075.113823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37783.740000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37783.740000 sec): 3 clusters
  Score: Raw -23085.976641 + Penalty 2471.868884 = -20614.107756
  nChanged 5
		SP:Iteration 1Q (37783.750000 sec): 3 clusters
  Score: Raw -23123.688556 + Penalty 2471.868884 = -20651.819671
  nChanged 3
		SP:Iteration 2Q (37783.760000 sec): 3 clusters
  Score: Raw -23142.346236 + Penalty 2471.868884 = -20670.477352
  nChanged 1
		SP:Iteration 3Q (37783.760000 sec): 3 clusters
  Score: Raw -23146.482192 + Penalty 2471.868884 = -20674.613307
  nChanged 0
		SP:Iteration 4F (37783.770000 sec): 3 clusters
  Score: Raw -23146.482192 + Penalty 2471.868884 = -20674.613307
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37783.800000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37783.820000 sec): 3 clusters
  Score: Raw -95126.009672 + Penalty 3167.892142 = -91958.117530
  nChanged 122
		SP:Iteration 1F (37783.850000 sec): 3 clusters
  Score: Raw -95410.838119 + Penalty 3167.892142 = -92242.945977
  nChanged 34
		SP:Iteration 2F (37783.870000 sec): 3 clusters
  Score: Raw -95554.308006 + Penalty 3167.892142 = -92386.415863
  nChanged 18
		SP:Iteration 3Q (37784.010000 sec): 3 clusters
  Score: Raw -95645.590313 + Penalty 3167.892142 = -92477.698170
  nChanged 17
		SP:Iteration 4Q (37784.170000 sec): 3 clusters
  Score: Raw -95685.203620 + Penalty 3167.892142 = -92517.311477
  nChanged 9
		SP:Iteration 5Q (37784.320000 sec): 3 clusters
  Score: Raw -95703.096427 + Penalty 3167.892142 = -92535.204285
  nChanged 5
		SP:Iteration 6Q (37784.490000 sec): 3 clusters
  Score: Raw -95716.793441 + Penalty 3167.892142 = -92548.901299
  nChanged 7
		SP:Iteration 7Q (37784.670000 sec): 3 clusters
  Score: Raw -95732.504125 + Penalty 3167.892142 = -92564.611982
  nChanged 7
		SP:Iteration 8Q (37784.820000 sec): 3 clusters
  Score: Raw -95748.546323 + Penalty 3167.892142 = -92580.654180
  nChanged 5
		SP:Iteration 9Q (37784.980000 sec): 3 clusters
  Score: Raw -95769.929132 + Penalty 3167.892142 = -92602.036990
  nChanged 5
		SP:Iteration 10Q (37785.140000 sec): 3 clusters
  Score: Raw -95779.653246 + Penalty 3167.892142 = -92611.761103
  nChanged 2
		SP:Iteration 11Q (37785.300000 sec): 3 clusters
  Score: Raw -95783.522774 + Penalty 3167.892142 = -92615.630632
  nChanged 2
		SP:Iteration 12Q (37785.460000 sec): 3 clusters
  Score: Raw -95786.891115 + Penalty 3167.892142 = -92618.998972
  nChanged 2
		SP:Iteration 13Q (37785.620000 sec): 3 clusters
  Score: Raw -95792.720763 + Penalty 3167.892142 = -92624.828620
  nChanged 1
		SP:Iteration 14Q (37785.780000 sec): 3 clusters
  Score: Raw -95795.330757 + Penalty 3167.892142 = -92627.438615
  nChanged 1
		SP:Iteration 15Q (37785.940000 sec): 3 clusters
  Score: Raw -95797.699168 + Penalty 3167.892142 = -92629.807026
  nChanged 2
		SP:Iteration 16Q (37786.100000 sec): 3 clusters
  Score: Raw -95799.560078 + Penalty 3167.892142 = -92631.667935
  nChanged 1
		SP:Iteration 17Q (37786.260000 sec): 3 clusters
  Score: Raw -95800.225229 + Penalty 3167.892142 = -92632.333087
  nChanged 1
		SP:Iteration 18Q (37786.420000 sec): 3 clusters
  Score: Raw -95801.290301 + Penalty 3167.892142 = -92633.398159
  nChanged 1
		SP:Iteration 19Q (37786.580000 sec): 3 clusters
  Score: Raw -95803.688247 + Penalty 3167.892142 = -92635.796105
  nChanged 3
		SP:Iteration 20F (37786.740000 sec): 3 clusters
  Score: Raw -95809.779431 + Penalty 3167.892142 = -92641.887289
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37786.820000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37786.980000 sec): 3 clusters
  Score: Raw -43879.390425 + Penalty 2789.512683 = -41089.877742
  nChanged 36
		SP:Iteration 1F (37787.140000 sec): 3 clusters
  Score: Raw -44036.583582 + Penalty 2789.512683 = -41247.070899
  nChanged 24
		SP:Iteration 2F (37787.300000 sec): 3 clusters
  Score: Raw -44243.125698 + Penalty 2789.512683 = -41453.613015
  nChanged 21
		SP:Iteration 3F (37787.460000 sec): 3 clusters
  Score: Raw -44367.395580 + Penalty 2789.512683 = -41577.882897
  nChanged 15
		SP:Iteration 4F (37787.620000 sec): 3 clusters
  Score: Raw -44536.294309 + Penalty 2789.512683 = -41746.781626
  nChanged 5
		SP:Iteration 5Q (37787.780000 sec): 3 clusters
  Score: Raw -44570.136362 + Penalty 2789.512683 = -41780.623679
  nChanged 3
		SP:Iteration 6Q (37787.940000 sec): 3 clusters
  Score: Raw -44594.671806 + Penalty 2789.512683 = -41805.159122
  nChanged 1
		SP:Iteration 7Q (37788.100000 sec): 3 clusters
  Score: Raw -44608.076069 + Penalty 2789.512683 = -41818.563386
  nChanged 1
		SP:Iteration 8Q (37788.260000 sec): 3 clusters
  Score: Raw -44616.096496 + Penalty 2789.512683 = -41826.583813
  nChanged 1
		SP:Iteration 9Q (37788.430000 sec): 3 clusters
  Score: Raw -44619.016818 + Penalty 2789.512683 = -41829.504135
  nChanged 0
		SP:Iteration 10F (37788.600000 sec): 3 clusters
  Score: Raw -44619.016818 + Penalty 2789.512683 = -41829.504135
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37788.690000 sec): 2 clusters
  Score: Raw -185766.631493 + Penalty 1747.136469 = -184019.495024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37788.870000 sec): 3 clusters
  Score: Raw -185505.297805 + Penalty 3494.272938 = -182011.024867
  nChanged 318
		SP:Iteration 1F (37789.040000 sec): 3 clusters
  Score: Raw -185872.517511 + Penalty 3494.272938 = -182378.244573
  nChanged 107
		SP:Iteration 2F (37789.220000 sec): 3 clusters
  Score: Raw -186050.809478 + Penalty 3494.272938 = -182556.536540
  nChanged 56
		SP:Iteration 3Q (37789.400000 sec): 3 clusters
  Score: Raw -186153.272931 + Penalty 3494.272938 = -182658.999993
  nChanged 51
		SP:Iteration 4Q (37789.570000 sec): 3 clusters
  Score: Raw -186231.986153 + Penalty 3494.272938 = -182737.713215
  nChanged 39
		SP:Iteration 5Q (37789.750000 sec): 3 clusters
  Score: Raw -186291.863717 + Penalty 3494.272938 = -182797.590779
  nChanged 21
		SP:Iteration 6Q (37789.920000 sec): 3 clusters
  Score: Raw -186326.308166 + Penalty 3494.272938 = -182832.035228
  nChanged 14
		SP:Iteration 7Q (37790.100000 sec): 3 clusters
  Score: Raw -186347.572433 + Penalty 3494.272938 = -182853.299495
  nChanged 6
		SP:Iteration 8Q (37790.280000 sec): 3 clusters
  Score: Raw -186360.032379 + Penalty 3494.272938 = -182865.759440
  nChanged 5
		SP:Iteration 9Q (37790.450000 sec): 3 clusters
  Score: Raw -186375.020147 + Penalty 3494.272938 = -182880.747208
  nChanged 9
		SP:Iteration 10Q (37790.630000 sec): 3 clusters
  Score: Raw -186388.211621 + Penalty 3494.272938 = -182893.938682
  nChanged 5
		SP:Iteration 11Q (37790.800000 sec): 3 clusters
  Score: Raw -186392.251684 + Penalty 3494.272938 = -182897.978746
  nChanged 4
		SP:Iteration 12Q (37790.980000 sec): 3 clusters
  Score: Raw -186398.145518 + Penalty 3494.272938 = -182903.872580
  nChanged 4
		SP:Iteration 13Q (37791.160000 sec): 3 clusters
  Score: Raw -186401.483975 + Penalty 3494.272938 = -182907.211036
  nChanged 5
		SP:Iteration 14Q (37791.330000 sec): 3 clusters
  Score: Raw -186407.087326 + Penalty 3494.272938 = -182912.814388
  nChanged 5
		SP:Iteration 15Q (37791.510000 sec): 3 clusters
  Score: Raw -186413.833628 + Penalty 3494.272938 = -182919.560690
  nChanged 5
		SP:Iteration 16Q (37791.680000 sec): 3 clusters
  Score: Raw -186420.541743 + Penalty 3494.272938 = -182926.268805
  nChanged 5
		SP:Iteration 17Q (37791.860000 sec): 3 clusters
  Score: Raw -186424.230972 + Penalty 3494.272938 = -182929.958034
  nChanged 2
		SP:Iteration 18Q (37792.040000 sec): 3 clusters
  Score: Raw -186426.930971 + Penalty 3494.272938 = -182932.658033
  nChanged 4
		SP:Iteration 19Q (37792.210000 sec): 3 clusters
  Score: Raw -186437.687350 + Penalty 3494.272938 = -182943.414412
  nChanged 5
		SP:Iteration 20F (37792.380000 sec): 3 clusters
  Score: Raw -186441.713848 + Penalty 3494.272938 = -182947.440910
  nChanged 1
		SP:Iteration 21Q (37792.560000 sec): 3 clusters
  Score: Raw -186442.978291 + Penalty 3494.272938 = -182948.705352
  nChanged 1
		SP:Iteration 22Q (37792.740000 sec): 3 clusters
  Score: Raw -186444.406984 + Penalty 3494.272938 = -182950.134046
  nChanged 1
		SP:Iteration 23Q (37792.910000 sec): 3 clusters
  Score: Raw -186445.245146 + Penalty 3494.272938 = -182950.972208
  nChanged 0
		SP:Iteration 24F (37793.090000 sec): 3 clusters
  Score: Raw -186445.245146 + Penalty 3494.272938 = -182950.972208
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37793.180000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37793.350000 sec): 3 clusters
  Score: Raw -46457.438666 + Penalty 2908.361063 = -43549.077603
  nChanged 89
		SP:Iteration 1F (37793.530000 sec): 3 clusters
  Score: Raw -46782.962891 + Penalty 2908.361063 = -43874.601828
  nChanged 28
		SP:Iteration 2F (37793.700000 sec): 3 clusters
  Score: Raw -46885.296529 + Penalty 2908.361063 = -43976.935466
  nChanged 19
		SP:Iteration 3F (37793.880000 sec): 3 clusters
  Score: Raw -46937.133502 + Penalty 2908.361063 = -44028.772439
  nChanged 8
		SP:Iteration 4Q (37794.060000 sec): 3 clusters
  Score: Raw -46960.200516 + Penalty 2908.361063 = -44051.839453
  nChanged 3
		SP:Iteration 5Q (37794.230000 sec): 3 clusters
  Score: Raw -46968.438742 + Penalty 2908.361063 = -44060.077679
  nChanged 1
		SP:Iteration 6Q (37794.410000 sec): 3 clusters
  Score: Raw -46973.306525 + Penalty 2908.361063 = -44064.945461
  nChanged 0
		SP:Iteration 7F (37794.580000 sec): 3 clusters
  Score: Raw -46973.306525 + Penalty 2908.361063 = -44064.945461
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (37794.670000 sec): 2 clusters
  Score: Raw -85480.501573 + Penalty 1586.438554 = -83894.063019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (37794.850000 sec): 3 clusters
  Score: Raw -85511.209343 + Penalty 3172.877109 = -82338.332234
  nChanged 143
		SP:Iteration 1F (37795.020000 sec): 3 clusters
  Score: Raw -85797.386110 + Penalty 3172.877109 = -82624.509001
  nChanged 39
		SP:Iteration 2F (37795.200000 sec): 3 clusters
  Score: Raw -85874.738173 + Penalty 3172.877109 = -82701.861064
  nChanged 21
		SP:Iteration 3Q (37795.380000 sec): 3 clusters
  Score: Raw -85926.509506 + Penalty 3172.877109 = -82753.632397
  nChanged 14
		SP:Iteration 4Q (37795.550000 sec): 3 clusters
  Score: Raw -85948.728397 + Penalty 3172.877109 = -82775.851288
  nChanged 15
		SP:Iteration 5Q (37795.730000 sec): 3 clusters
  Score: Raw -85984.424131 + Penalty 3172.877109 = -82811.547022
  nChanged 16
		SP:Iteration 6Q (37795.900000 sec): 3 clusters
  Score: Raw -86025.594702 + Penalty 3172.877109 = -82852.717593
  nChanged 11
		SP:Iteration 7Q (37796.080000 sec): 3 clusters
  Score: Raw -86040.544504 + Penalty 3172.877109 = -82867.667395
  nChanged 7
		SP:Iteration 8Q (37796.260000 sec): 3 clusters
  Score: Raw -86061.570621 + Penalty 3172.877109 = -82888.693512
  nChanged 10
		SP:Iteration 9Q (37796.430000 sec): 3 clusters
  Score: Raw -86082.939181 + Penalty 3172.877109 = -82910.062072
  nChanged 6
		SP:Iteration 10Q (37796.610000 sec): 3 clusters
  Score: Raw -86092.151908 + Penalty 3172.877109 = -82919.274799
  nChanged 5
		SP:Iteration 11Q (37796.780000 sec): 3 clusters
  Score: Raw -86107.395128 + Penalty 3172.877109 = -82934.518019
  nChanged 6
		SP:Iteration 12Q (37796.960000 sec): 3 clusters
  Score: Raw -86124.410652 + Penalty 3172.877109 = -82951.533543
  nChanged 8
		SP:Iteration 13Q (37797.130000 sec): 3 clusters
  Score: Raw -86143.907530 + Penalty 3172.877109 = -82971.030421
  nChanged 9
		SP:Iteration 14Q (37797.310000 sec): 3 clusters
  Score: Raw -86183.189265 + Penalty 3172.877109 = -83010.312156
  nChanged 9
		SP:Iteration 15Q (37797.480000 sec): 3 clusters
  Score: Raw -86213.278902 + Penalty 3172.877109 = -83040.401793
  nChanged 9
		SP:Iteration 16Q (37797.660000 sec): 3 clusters
  Score: Raw -86246.291789 + Penalty 3172.877109 = -83073.414680
  nChanged 10
		SP:Iteration 17Q (37797.840000 sec): 3 clusters
  Score: Raw -86293.166038 + Penalty 3172.877109 = -83120.288929
  nChanged 7
		SP:Iteration 18Q (37798.010000 sec): 3 clusters
  Score: Raw -86345.691072 + Penalty 3172.877109 = -83172.813963
  nChanged 7
		SP:Iteration 19Q (37798.190000 sec): 3 clusters
  Score: Raw -86411.483013 + Penalty 3172.877109 = -83238.605904
  nChanged 9
		SP:Iteration 20F (37798.360000 sec): 3 clusters
  Score: Raw -86492.917967 + Penalty 3172.877109 = -83320.040858
  nChanged 10
		SP:Iteration 21Q (37798.540000 sec): 3 clusters
  Score: Raw -86558.383187 + Penalty 3172.877109 = -83385.506078
  nChanged 9
		SP:Iteration 22Q (37798.720000 sec): 3 clusters
  Score: Raw -86595.045149 + Penalty 3172.877109 = -83422.168040
  nChanged 9
		SP:Iteration 23Q (37798.890000 sec): 3 clusters
  Score: Raw -86646.533158 + Penalty 3172.877109 = -83473.656049
  nChanged 11
		SP:Iteration 24Q (37799.070000 sec): 3 clusters
  Score: Raw -86698.327212 + Penalty 3172.877109 = -83525.450103
  nChanged 10
		SP:Iteration 25Q (37799.240000 sec): 3 clusters
  Score: Raw -86738.595477 + Penalty 3172.877109 = -83565.718368
  nChanged 8
		SP:Iteration 26Q (37799.420000 sec): 3 clusters
  Score: Raw -86766.822767 + Penalty 3172.877109 = -83593.945658
  nChanged 6
		SP:Iteration 27Q (37799.590000 sec): 3 clusters
  Score: Raw -86795.562328 + Penalty 3172.877109 = -83622.685219
  nChanged 5
		SP:Iteration 28Q (37799.770000 sec): 3 clusters
  Score: Raw -86822.525280 + Penalty 3172.877109 = -83649.648172
  nChanged 9
		SP:Iteration 29Q (37799.940000 sec): 3 clusters
  Score: Raw -86871.902624 + Penalty 3172.877109 = -83699.025515
  nChanged 5
		SP:Iteration 30Q (37800.120000 sec): 3 clusters
  Score: Raw -86892.622060 + Penalty 3172.877109 = -83719.744951
  nChanged 6
		SP:Iteration 31Q (37800.300000 sec): 3 clusters
  Score: Raw -86921.560284 + Penalty 3172.877109 = -83748.683175
  nChanged 4
		SP:Iteration 32Q (37800.470000 sec): 3 clusters
  Score: Raw -86935.706367 + Penalty 3172.877109 = -83762.829258
  nChanged 1
		SP:Iteration 33Q (37800.650000 sec): 3 clusters
  Score: Raw -86936.963178 + Penalty 3172.877109 = -83764.086069
  nChanged 0
		SP:Iteration 34F (37800.820000 sec): 3 clusters
  Score: Raw -86936.963178 + Penalty 3172.877109 = -83764.086069
  nChanged 0
Deleting Class 41 (440 points): Lose 2956.557330 but Gain 3262.464713
Iteration 488F (37914.870000 sec): 60 clusters
  Score: Raw -91407868.584198 + Penalty 192485.418085 = -91215383.166114
  nChanged 408
Iteration 489F (38028.850000 sec): 60 clusters
  Score: Raw -91408917.281728 + Penalty 192485.418085 = -91216431.863643
  nChanged 25
Iteration 490Q (38105.440000 sec): 60 clusters
  Score: Raw -91408941.066726 + Penalty 192485.418085 = -91216455.648642
  nChanged 4
Iteration 491Q (38182.170000 sec): 60 clusters
  Score: Raw -91408945.774660 + Penalty 192485.418085 = -91216460.356575
  nChanged 3
Iteration 492Q (38262.110000 sec): 60 clusters
  Score: Raw -91408949.001149 + Penalty 192485.418085 = -91216463.583064
  nChanged 1
Iteration 493Q (38341.790000 sec): 60 clusters
  Score: Raw -91408950.551541 + Penalty 192485.418085 = -91216465.133456
  nChanged 0
Iteration 494F (38452.890000 sec): 60 clusters
  Score: Raw -91408950.551541 + Penalty 192485.418085 = -91216465.133456
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408950.551541 + Penalty 192485.418085 = -91216465.133456
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38452.910000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38453.130000 sec): 3 clusters
  Score: Raw -48008.607255 + Penalty 2941.076215 = -45067.531040
  nChanged 65
		SP:Iteration 1F (38453.310000 sec): 3 clusters
  Score: Raw -48174.409154 + Penalty 2941.076215 = -45233.332939
  nChanged 18
		SP:Iteration 2Q (38453.480000 sec): 3 clusters
  Score: Raw -48210.453498 + Penalty 2941.076215 = -45269.377283
  nChanged 4
		SP:Iteration 3Q (38453.660000 sec): 3 clusters
  Score: Raw -48234.281532 + Penalty 2941.076215 = -45293.205317
  nChanged 2
		SP:Iteration 4Q (38453.830000 sec): 3 clusters
  Score: Raw -48239.235768 + Penalty 2941.076215 = -45298.159553
  nChanged 1
		SP:Iteration 5Q (38454.010000 sec): 3 clusters
  Score: Raw -48240.365201 + Penalty 2941.076215 = -45299.288986
  nChanged 1
		SP:Iteration 6Q (38454.190000 sec): 3 clusters
  Score: Raw -48245.169481 + Penalty 2941.076215 = -45304.093266
  nChanged 1
		SP:Iteration 7Q (38454.360000 sec): 3 clusters
  Score: Raw -48248.923690 + Penalty 2941.076215 = -45307.847475
  nChanged 0
		SP:Iteration 8F (38454.540000 sec): 3 clusters
  Score: Raw -48248.923690 + Penalty 2941.076215 = -45307.847475
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38454.610000 sec): 2 clusters
  Score: Raw -77478.041275 + Penalty 1532.644130 = -75945.397145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38454.780000 sec): 3 clusters
  Score: Raw -77593.706726 + Penalty 3065.288260 = -74528.418466
  nChanged 96
		SP:Iteration 1F (38454.950000 sec): 3 clusters
  Score: Raw -77781.684050 + Penalty 3065.288260 = -74716.395790
  nChanged 23
		SP:Iteration 2Q (38455.130000 sec): 3 clusters
  Score: Raw -77849.581132 + Penalty 3065.288260 = -74784.292872
  nChanged 6
		SP:Iteration 3Q (38455.310000 sec): 3 clusters
  Score: Raw -77867.131270 + Penalty 3065.288260 = -74801.843010
  nChanged 4
		SP:Iteration 4Q (38455.480000 sec): 3 clusters
  Score: Raw -77872.543339 + Penalty 3065.288260 = -74807.255079
  nChanged 5
		SP:Iteration 5Q (38455.650000 sec): 3 clusters
  Score: Raw -77879.199775 + Penalty 3065.288260 = -74813.911515
  nChanged 3
		SP:Iteration 6Q (38455.830000 sec): 3 clusters
  Score: Raw -77880.802974 + Penalty 3065.288260 = -74815.514713
  nChanged 3
		SP:Iteration 7Q (38456.000000 sec): 3 clusters
  Score: Raw -77885.715199 + Penalty 3065.288260 = -74820.426939
  nChanged 2
		SP:Iteration 8Q (38456.180000 sec): 3 clusters
  Score: Raw -77888.263684 + Penalty 3065.288260 = -74822.975423
  nChanged 4
		SP:Iteration 9Q (38456.350000 sec): 3 clusters
  Score: Raw -77898.284494 + Penalty 3065.288260 = -74832.996234
  nChanged 4
		SP:Iteration 10Q (38456.530000 sec): 3 clusters
  Score: Raw -77902.644035 + Penalty 3065.288260 = -74837.355775
  nChanged 5
		SP:Iteration 11Q (38456.700000 sec): 3 clusters
  Score: Raw -77909.881214 + Penalty 3065.288260 = -74844.592954
  nChanged 2
		SP:Iteration 12Q (38456.880000 sec): 3 clusters
  Score: Raw -77914.172176 + Penalty 3065.288260 = -74848.883916
  nChanged 4
		SP:Iteration 13Q (38457.050000 sec): 3 clusters
  Score: Raw -77918.672729 + Penalty 3065.288260 = -74853.384469
  nChanged 2
		SP:Iteration 14Q (38457.210000 sec): 3 clusters
  Score: Raw -77923.535292 + Penalty 3065.288260 = -74858.247031
  nChanged 1
		SP:Iteration 15Q (38457.380000 sec): 3 clusters
  Score: Raw -77924.722194 + Penalty 3065.288260 = -74859.433934
  nChanged 2
		SP:Iteration 16Q (38457.550000 sec): 3 clusters
  Score: Raw -77927.341431 + Penalty 3065.288260 = -74862.053170
  nChanged 1
		SP:Iteration 17Q (38457.710000 sec): 3 clusters
  Score: Raw -77928.454018 + Penalty 3065.288260 = -74863.165758
  nChanged 2
		SP:Iteration 18Q (38457.850000 sec): 3 clusters
  Score: Raw -77934.186525 + Penalty 3065.288260 = -74868.898265
  nChanged 2
		SP:Iteration 19Q (38458.010000 sec): 3 clusters
  Score: Raw -77937.210942 + Penalty 3065.288260 = -74871.922682
  nChanged 1
		SP:Iteration 20F (38458.170000 sec): 3 clusters
  Score: Raw -77937.938955 + Penalty 3065.288260 = -74872.650695
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38458.220000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38458.400000 sec): 3 clusters
  Score: Raw -221742.565896 + Penalty 3514.607126 = -218227.958770
  nChanged 331
		SP:Iteration 1F (38458.450000 sec): 3 clusters
  Score: Raw -222071.170951 + Penalty 3514.607126 = -218556.563825
  nChanged 95
		SP:Iteration 2F (38458.480000 sec): 3 clusters
  Score: Raw -222186.519618 + Penalty 3514.607126 = -218671.912491
  nChanged 47
		SP:Iteration 3Q (38458.510000 sec): 3 clusters
  Score: Raw -222248.397655 + Penalty 3514.607126 = -218733.790529
  nChanged 32
		SP:Iteration 4Q (38458.550000 sec): 3 clusters
  Score: Raw -222288.093043 + Penalty 3514.607126 = -218773.485916
  nChanged 19
		SP:Iteration 5Q (38458.580000 sec): 3 clusters
  Score: Raw -222308.676364 + Penalty 3514.607126 = -218794.069238
  nChanged 16
		SP:Iteration 6Q (38458.610000 sec): 3 clusters
  Score: Raw -222328.850106 + Penalty 3514.607126 = -218814.242980
  nChanged 13
		SP:Iteration 7Q (38458.650000 sec): 3 clusters
  Score: Raw -222341.161267 + Penalty 3514.607126 = -218826.554141
  nChanged 10
		SP:Iteration 8Q (38458.680000 sec): 3 clusters
  Score: Raw -222350.161664 + Penalty 3514.607126 = -218835.554538
  nChanged 4
		SP:Iteration 9Q (38458.710000 sec): 3 clusters
  Score: Raw -222355.632973 + Penalty 3514.607126 = -218841.025847
  nChanged 6
		SP:Iteration 10Q (38458.750000 sec): 3 clusters
  Score: Raw -222361.664721 + Penalty 3514.607126 = -218847.057594
  nChanged 4
		SP:Iteration 11Q (38458.780000 sec): 3 clusters
  Score: Raw -222364.438486 + Penalty 3514.607126 = -218849.831360
  nChanged 3
		SP:Iteration 12Q (38458.810000 sec): 3 clusters
  Score: Raw -222367.066775 + Penalty 3514.607126 = -218852.459649
  nChanged 1
		SP:Iteration 13Q (38458.850000 sec): 3 clusters
  Score: Raw -222368.191184 + Penalty 3514.607126 = -218853.584058
  nChanged 1
		SP:Iteration 14Q (38458.880000 sec): 3 clusters
  Score: Raw -222370.003558 + Penalty 3514.607126 = -218855.396432
  nChanged 2
		SP:Iteration 15Q (38459.030000 sec): 3 clusters
  Score: Raw -222373.306172 + Penalty 3514.607126 = -218858.699046
  nChanged 0
		SP:Iteration 16F (38459.200000 sec): 3 clusters
  Score: Raw -222373.306172 + Penalty 3514.607126 = -218858.699046
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38459.250000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38459.250000 sec): 3 clusters
  Score: Raw -26946.871207 + Penalty 2544.429763 = -24402.441444
  nChanged 3
		SP:Iteration 1Q (38459.260000 sec): 3 clusters
  Score: Raw -26959.382830 + Penalty 2544.429763 = -24414.953067
  nChanged 1
		SP:Iteration 2Q (38459.270000 sec): 3 clusters
  Score: Raw -26968.267327 + Penalty 2544.429763 = -24423.837564
  nChanged 0
		SP:Iteration 3F (38459.270000 sec): 3 clusters
  Score: Raw -26968.267327 + Penalty 2544.429763 = -24423.837564
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38459.400000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38459.620000 sec): 3 clusters
  Score: Raw -901814.016677 + Penalty 4236.000510 = -897578.016167
  nChanged 2001
		SP:Iteration 1F (38459.830000 sec): 3 clusters
  Score: Raw -902984.086965 + Penalty 4236.000510 = -898748.086455
  nChanged 420
		SP:Iteration 2F (38460.010000 sec): 3 clusters
  Score: Raw -903274.144008 + Penalty 4236.000510 = -899038.143498
  nChanged 293
		SP:Iteration 3F (38460.220000 sec): 3 clusters
  Score: Raw -903489.655524 + Penalty 4236.000510 = -899253.655014
  nChanged 237
		SP:Iteration 4Q (38460.380000 sec): 3 clusters
  Score: Raw -903642.600072 + Penalty 4236.000510 = -899406.599562
  nChanged 185
		SP:Iteration 5Q (38460.580000 sec): 3 clusters
  Score: Raw -903768.239258 + Penalty 4236.000510 = -899532.238748
  nChanged 178
		SP:Iteration 6Q (38460.790000 sec): 3 clusters
  Score: Raw -903898.014188 + Penalty 4236.000510 = -899662.013678
  nChanged 164
		SP:Iteration 7Q (38460.990000 sec): 3 clusters
  Score: Raw -904008.549963 + Penalty 4236.000510 = -899772.549453
  nChanged 136
		SP:Iteration 8Q (38461.150000 sec): 3 clusters
  Score: Raw -904093.186065 + Penalty 4236.000510 = -899857.185555
  nChanged 146
		SP:Iteration 9Q (38461.310000 sec): 3 clusters
  Score: Raw -904190.717596 + Penalty 4236.000510 = -899954.717086
  nChanged 148
		SP:Iteration 10Q (38461.550000 sec): 3 clusters
  Score: Raw -904304.460855 + Penalty 4236.000510 = -900068.460345
  nChanged 152
		SP:Iteration 11Q (38461.650000 sec): 3 clusters
  Score: Raw -904406.211271 + Penalty 4236.000510 = -900170.210761
  nChanged 129
		SP:Iteration 12Q (38461.750000 sec): 3 clusters
  Score: Raw -904489.598675 + Penalty 4236.000510 = -900253.598165
  nChanged 132
		SP:Iteration 13Q (38461.860000 sec): 3 clusters
  Score: Raw -904566.869224 + Penalty 4236.000510 = -900330.868714
  nChanged 111
		SP:Iteration 14Q (38461.960000 sec): 3 clusters
  Score: Raw -904640.004555 + Penalty 4236.000510 = -900404.004045
  nChanged 120
		SP:Iteration 15Q (38462.070000 sec): 3 clusters
  Score: Raw -904715.984581 + Penalty 4236.000510 = -900479.984071
  nChanged 104
		SP:Iteration 16Q (38462.180000 sec): 3 clusters
  Score: Raw -904783.613801 + Penalty 4236.000510 = -900547.613291
  nChanged 92
		SP:Iteration 17Q (38462.290000 sec): 3 clusters
  Score: Raw -904832.480946 + Penalty 4236.000510 = -900596.480436
  nChanged 69
		SP:Iteration 18Q (38462.390000 sec): 3 clusters
  Score: Raw -904874.566846 + Penalty 4236.000510 = -900638.566336
  nChanged 76
		SP:Iteration 19Q (38462.500000 sec): 3 clusters
  Score: Raw -904911.139333 + Penalty 4236.000510 = -900675.138823
  nChanged 60
		SP:Iteration 20F (38462.610000 sec): 3 clusters
  Score: Raw -904941.615185 + Penalty 4236.000510 = -900705.614675
  nChanged 45
		SP:Iteration 21Q (38462.710000 sec): 3 clusters
  Score: Raw -904964.483429 + Penalty 4236.000510 = -900728.482919
  nChanged 45
		SP:Iteration 22Q (38462.820000 sec): 3 clusters
  Score: Raw -904991.398001 + Penalty 4236.000510 = -900755.397491
  nChanged 59
		SP:Iteration 23Q (38463.020000 sec): 3 clusters
  Score: Raw -905023.530502 + Penalty 4236.000510 = -900787.529992
  nChanged 60
		SP:Iteration 24Q (38463.120000 sec): 3 clusters
  Score: Raw -905059.344597 + Penalty 4236.000510 = -900823.344087
  nChanged 51
		SP:Iteration 25Q (38463.230000 sec): 3 clusters
  Score: Raw -905087.203631 + Penalty 4236.000510 = -900851.203121
  nChanged 51
		SP:Iteration 26Q (38463.330000 sec): 3 clusters
  Score: Raw -905115.913635 + Penalty 4236.000510 = -900879.913125
  nChanged 49
		SP:Iteration 27Q (38463.430000 sec): 3 clusters
  Score: Raw -905140.665546 + Penalty 4236.000510 = -900904.665036
  nChanged 40
		SP:Iteration 28Q (38463.540000 sec): 3 clusters
  Score: Raw -905160.118359 + Penalty 4236.000510 = -900924.117849
  nChanged 37
		SP:Iteration 29Q (38463.640000 sec): 3 clusters
  Score: Raw -905177.118932 + Penalty 4236.000510 = -900941.118422
  nChanged 39
		SP:Iteration 30Q (38463.740000 sec): 3 clusters
  Score: Raw -905198.339443 + Penalty 4236.000510 = -900962.338933
  nChanged 32
		SP:Iteration 31Q (38463.930000 sec): 3 clusters
  Score: Raw -905218.108552 + Penalty 4236.000510 = -900982.108042
  nChanged 39
		SP:Iteration 32Q (38464.090000 sec): 3 clusters
  Score: Raw -905248.739682 + Penalty 4236.000510 = -901012.739172
  nChanged 40
		SP:Iteration 33Q (38464.190000 sec): 3 clusters
  Score: Raw -905281.131799 + Penalty 4236.000510 = -901045.131289
  nChanged 52
		SP:Iteration 34Q (38464.280000 sec): 3 clusters
  Score: Raw -905325.676106 + Penalty 4236.000510 = -901089.675596
  nChanged 48
		SP:Iteration 35Q (38464.380000 sec): 3 clusters
  Score: Raw -905367.458526 + Penalty 4236.000510 = -901131.458016
  nChanged 43
		SP:Iteration 36Q (38464.550000 sec): 3 clusters
  Score: Raw -905400.775898 + Penalty 4236.000510 = -901164.775388
  nChanged 40
		SP:Iteration 37Q (38464.730000 sec): 3 clusters
  Score: Raw -905447.286397 + Penalty 4236.000510 = -901211.285887
  nChanged 46
		SP:Iteration 38Q (38464.940000 sec): 3 clusters
  Score: Raw -905517.909510 + Penalty 4236.000510 = -901281.909000
  nChanged 51
		SP:Iteration 39Q (38465.040000 sec): 3 clusters
  Score: Raw -905597.958268 + Penalty 4236.000510 = -901361.957758
  nChanged 42
		SP:Iteration 40F (38465.150000 sec): 3 clusters
  Score: Raw -905645.827274 + Penalty 4236.000510 = -901409.826764
  nChanged 24
		SP:Iteration 41Q (38465.250000 sec): 3 clusters
  Score: Raw -905673.478333 + Penalty 4236.000510 = -901437.477823
  nChanged 18
		SP:Iteration 42Q (38465.350000 sec): 3 clusters
  Score: Raw -905686.987628 + Penalty 4236.000510 = -901450.987118
  nChanged 8
		SP:Iteration 43Q (38465.460000 sec): 3 clusters
  Score: Raw -905691.349402 + Penalty 4236.000510 = -901455.348892
  nChanged 4
		SP:Iteration 44Q (38465.560000 sec): 3 clusters
  Score: Raw -905693.604653 + Penalty 4236.000510 = -901457.604143
  nChanged 6
		SP:Iteration 45Q (38465.670000 sec): 3 clusters
  Score: Raw -905697.011860 + Penalty 4236.000510 = -901461.011350
  nChanged 3
		SP:Iteration 46Q (38465.910000 sec): 3 clusters
  Score: Raw -905699.572268 + Penalty 4236.000510 = -901463.571758
  nChanged 2
		SP:Iteration 47Q (38466.020000 sec): 3 clusters
  Score: Raw -905700.506683 + Penalty 4236.000510 = -901464.506173
  nChanged 1
		SP:Iteration 48Q (38466.230000 sec): 3 clusters
  Score: Raw -905701.248192 + Penalty 4236.000510 = -901465.247682
  nChanged 2
		SP:Iteration 49Q (38466.320000 sec): 3 clusters
  Score: Raw -905702.486501 + Penalty 4236.000510 = -901466.485991
  nChanged 2
		SP:Iteration 50Q (38466.510000 sec): 3 clusters
  Score: Raw -905703.939121 + Penalty 4236.000510 = -901467.938611
  nChanged 4
		SP:Iteration 51Q (38466.610000 sec): 3 clusters
  Score: Raw -905706.432484 + Penalty 4236.000510 = -901470.431974
  nChanged 3
		SP:Iteration 52Q (38466.800000 sec): 3 clusters
  Score: Raw -905707.842996 + Penalty 4236.000510 = -901471.842486
  nChanged 2
		SP:Iteration 53Q (38467.000000 sec): 3 clusters
  Score: Raw -905708.689797 + Penalty 4236.000510 = -901472.689287
  nChanged 1
		SP:Iteration 54Q (38467.210000 sec): 3 clusters
  Score: Raw -905709.424676 + Penalty 4236.000510 = -901473.424166
  nChanged 0
		SP:Iteration 55F (38467.370000 sec): 3 clusters
  Score: Raw -905709.424676 + Penalty 4236.000510 = -901473.424166
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38467.450000 sec): 2 clusters
  Score: Raw -60441.844148 + Penalty 1500.333897 = -58941.510251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38467.620000 sec): 3 clusters
  Score: Raw -60685.275146 + Penalty 3000.667794 = -57684.607353
  nChanged 82
		SP:Iteration 1F (38467.800000 sec): 3 clusters
  Score: Raw -60947.824531 + Penalty 3000.667794 = -57947.156738
  nChanged 38
		SP:Iteration 2F (38467.980000 sec): 3 clusters
  Score: Raw -61181.786856 + Penalty 3000.667794 = -58181.119063
  nChanged 34
		SP:Iteration 3F (38467.990000 sec): 3 clusters
  Score: Raw -61320.469750 + Penalty 3000.667794 = -58319.801956
  nChanged 19
		SP:Iteration 4Q (38468.010000 sec): 3 clusters
  Score: Raw -61413.264025 + Penalty 3000.667794 = -58412.596231
  nChanged 13
		SP:Iteration 5Q (38468.020000 sec): 3 clusters
  Score: Raw -61730.588508 + Penalty 3000.667794 = -58729.920714
  nChanged 11
		SP:Iteration 6Q (38468.030000 sec): 3 clusters
  Score: Raw -61773.336001 + Penalty 3000.667794 = -58772.668207
  nChanged 2
		SP:Iteration 7Q (38468.050000 sec): 3 clusters
  Score: Raw -61783.311052 + Penalty 3000.667794 = -58782.643259
  nChanged 0
		SP:Iteration 8F (38468.070000 sec): 3 clusters
  Score: Raw -61783.311052 + Penalty 3000.667794 = -58782.643259
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38468.120000 sec): 2 clusters
  Score: Raw -280737.401180 + Penalty 1817.452464 = -278919.948716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38468.170000 sec): 3 clusters
  Score: Raw -280248.300281 + Penalty 3634.904927 = -276613.395354
  nChanged 477
		SP:Iteration 1F (38468.210000 sec): 3 clusters
  Score: Raw -280661.331049 + Penalty 3634.904927 = -277026.426122
  nChanged 115
		SP:Iteration 2F (38468.250000 sec): 3 clusters
  Score: Raw -280789.237931 + Penalty 3634.904927 = -277154.333004
  nChanged 65
		SP:Iteration 3Q (38468.290000 sec): 3 clusters
  Score: Raw -280852.072608 + Penalty 3634.904927 = -277217.167681
  nChanged 39
		SP:Iteration 4Q (38468.330000 sec): 3 clusters
  Score: Raw -280883.267179 + Penalty 3634.904927 = -277248.362252
  nChanged 27
		SP:Iteration 5Q (38468.370000 sec): 3 clusters
  Score: Raw -280902.058655 + Penalty 3634.904927 = -277267.153728
  nChanged 15
		SP:Iteration 6Q (38468.410000 sec): 3 clusters
  Score: Raw -280912.695641 + Penalty 3634.904927 = -277277.790714
  nChanged 11
		SP:Iteration 7Q (38468.450000 sec): 3 clusters
  Score: Raw -280923.298808 + Penalty 3634.904927 = -277288.393881
  nChanged 8
		SP:Iteration 8Q (38468.490000 sec): 3 clusters
  Score: Raw -280928.356776 + Penalty 3634.904927 = -277293.451849
  nChanged 7
		SP:Iteration 9Q (38468.530000 sec): 3 clusters
  Score: Raw -280932.987607 + Penalty 3634.904927 = -277298.082680
  nChanged 5
		SP:Iteration 10Q (38468.570000 sec): 3 clusters
  Score: Raw -280936.319488 + Penalty 3634.904927 = -277301.414561
  nChanged 4
		SP:Iteration 11Q (38468.610000 sec): 3 clusters
  Score: Raw -280937.179967 + Penalty 3634.904927 = -277302.275040
  nChanged 0
		SP:Iteration 12F (38468.660000 sec): 3 clusters
  Score: Raw -280937.179967 + Penalty 3634.904927 = -277302.275040
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38468.690000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38468.690000 sec): 3 clusters
  Score: Raw -27730.409102 + Penalty 2742.596827 = -24987.812275
  nChanged 36
		SP:Iteration 1F (38468.700000 sec): 3 clusters
  Score: Raw -27855.532129 + Penalty 2742.596827 = -25112.935302
  nChanged 7
		SP:Iteration 2Q (38468.710000 sec): 3 clusters
  Score: Raw -27879.223858 + Penalty 2742.596827 = -25136.627030
  nChanged 6
		SP:Iteration 3Q (38468.720000 sec): 3 clusters
  Score: Raw -27915.166246 + Penalty 2742.596827 = -25172.569419
  nChanged 3
		SP:Iteration 4Q (38468.730000 sec): 3 clusters
  Score: Raw -27926.564874 + Penalty 2742.596827 = -25183.968047
  nChanged 0
		SP:Iteration 5F (38468.730000 sec): 3 clusters
  Score: Raw -27926.564874 + Penalty 2742.596827 = -25183.968047
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38468.780000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38468.810000 sec): 3 clusters
  Score: Raw -218642.006252 + Penalty 3502.847050 = -215139.159203
  nChanged 317
		SP:Iteration 1F (38468.850000 sec): 3 clusters
  Score: Raw -218910.631047 + Penalty 3502.847050 = -215407.783997
  nChanged 65
		SP:Iteration 2F (38468.880000 sec): 3 clusters
  Score: Raw -218978.554816 + Penalty 3502.847050 = -215475.707767
  nChanged 32
		SP:Iteration 3Q (38468.910000 sec): 3 clusters
  Score: Raw -219011.909487 + Penalty 3502.847050 = -215509.062437
  nChanged 18
		SP:Iteration 4Q (38468.950000 sec): 3 clusters
  Score: Raw -219036.042684 + Penalty 3502.847050 = -215533.195634
  nChanged 18
		SP:Iteration 5Q (38468.980000 sec): 3 clusters
  Score: Raw -219062.535208 + Penalty 3502.847050 = -215559.688158
  nChanged 16
		SP:Iteration 6Q (38469.010000 sec): 3 clusters
  Score: Raw -219082.965985 + Penalty 3502.847050 = -215580.118935
  nChanged 9
		SP:Iteration 7Q (38469.050000 sec): 3 clusters
  Score: Raw -219092.785148 + Penalty 3502.847050 = -215589.938098
  nChanged 9
		SP:Iteration 8Q (38469.080000 sec): 3 clusters
  Score: Raw -219099.714990 + Penalty 3502.847050 = -215596.867940
  nChanged 6
		SP:Iteration 9Q (38469.110000 sec): 3 clusters
  Score: Raw -219106.529444 + Penalty 3502.847050 = -215603.682395
  nChanged 6
		SP:Iteration 10Q (38469.140000 sec): 3 clusters
  Score: Raw -219113.732776 + Penalty 3502.847050 = -215610.885727
  nChanged 9
		SP:Iteration 11Q (38469.180000 sec): 3 clusters
  Score: Raw -219121.847260 + Penalty 3502.847050 = -215619.000210
  nChanged 8
		SP:Iteration 12Q (38469.210000 sec): 3 clusters
  Score: Raw -219125.959842 + Penalty 3502.847050 = -215623.112792
  nChanged 3
		SP:Iteration 13Q (38469.240000 sec): 3 clusters
  Score: Raw -219127.550722 + Penalty 3502.847050 = -215624.703672
  nChanged 6
		SP:Iteration 14Q (38469.270000 sec): 3 clusters
  Score: Raw -219131.664673 + Penalty 3502.847050 = -215628.817624
  nChanged 6
		SP:Iteration 15Q (38469.310000 sec): 3 clusters
  Score: Raw -219143.094910 + Penalty 3502.847050 = -215640.247860
  nChanged 6
		SP:Iteration 16Q (38469.340000 sec): 3 clusters
  Score: Raw -219148.245971 + Penalty 3502.847050 = -215645.398921
  nChanged 5
		SP:Iteration 17Q (38469.370000 sec): 3 clusters
  Score: Raw -219154.035871 + Penalty 3502.847050 = -215651.188821
  nChanged 8
		SP:Iteration 18Q (38469.410000 sec): 3 clusters
  Score: Raw -219159.787755 + Penalty 3502.847050 = -215656.940705
  nChanged 4
		SP:Iteration 19Q (38469.440000 sec): 3 clusters
  Score: Raw -219161.455765 + Penalty 3502.847050 = -215658.608716
  nChanged 3
		SP:Iteration 20F (38469.470000 sec): 3 clusters
  Score: Raw -219163.098893 + Penalty 3502.847050 = -215660.251844
  nChanged 3
		SP:Iteration 21Q (38469.510000 sec): 3 clusters
  Score: Raw -219168.579466 + Penalty 3502.847050 = -215665.732416
  nChanged 6
		SP:Iteration 22Q (38469.540000 sec): 3 clusters
  Score: Raw -219172.144951 + Penalty 3502.847050 = -215669.297901
  nChanged 5
		SP:Iteration 23Q (38469.570000 sec): 3 clusters
  Score: Raw -219176.173993 + Penalty 3502.847050 = -215673.326944
  nChanged 5
		SP:Iteration 24Q (38469.610000 sec): 3 clusters
  Score: Raw -219181.558227 + Penalty 3502.847050 = -215678.711177
  nChanged 6
		SP:Iteration 25Q (38469.640000 sec): 3 clusters
  Score: Raw -219191.688539 + Penalty 3502.847050 = -215688.841490
  nChanged 11
		SP:Iteration 26Q (38469.670000 sec): 3 clusters
  Score: Raw -219206.947092 + Penalty 3502.847050 = -215704.100042
  nChanged 7
		SP:Iteration 27Q (38469.710000 sec): 3 clusters
  Score: Raw -219213.739238 + Penalty 3502.847050 = -215710.892188
  nChanged 8
		SP:Iteration 28Q (38469.740000 sec): 3 clusters
  Score: Raw -219227.475232 + Penalty 3502.847050 = -215724.628183
  nChanged 14
		SP:Iteration 29Q (38469.770000 sec): 3 clusters
  Score: Raw -219258.172067 + Penalty 3502.847050 = -215755.325017
  nChanged 19
		SP:Iteration 30Q (38469.800000 sec): 3 clusters
  Score: Raw -219323.681538 + Penalty 3502.847050 = -215820.834488
  nChanged 39
		SP:Iteration 31Q (38469.840000 sec): 3 clusters
  Score: Raw -219394.927022 + Penalty 3502.847050 = -215892.079972
  nChanged 42
		SP:Iteration 32Q (38469.870000 sec): 3 clusters
  Score: Raw -219468.298578 + Penalty 3502.847050 = -215965.451529
  nChanged 31
		SP:Iteration 33Q (38469.900000 sec): 3 clusters
  Score: Raw -219518.162938 + Penalty 3502.847050 = -216015.315888
  nChanged 27
		SP:Iteration 34Q (38469.930000 sec): 3 clusters
  Score: Raw -219564.969442 + Penalty 3502.847050 = -216062.122392
  nChanged 31
		SP:Iteration 35Q (38469.970000 sec): 3 clusters
  Score: Raw -219618.359357 + Penalty 3502.847050 = -216115.512308
  nChanged 31
		SP:Iteration 36Q (38470.090000 sec): 3 clusters
  Score: Raw -219662.528238 + Penalty 3502.847050 = -216159.681188
  nChanged 21
		SP:Iteration 37Q (38470.250000 sec): 3 clusters
  Score: Raw -219701.724837 + Penalty 3502.847050 = -216198.877787
  nChanged 12
		SP:Iteration 38Q (38470.280000 sec): 3 clusters
  Score: Raw -219722.617413 + Penalty 3502.847050 = -216219.770364
  nChanged 12
		SP:Iteration 39Q (38470.310000 sec): 3 clusters
  Score: Raw -219741.388652 + Penalty 3502.847050 = -216238.541603
  nChanged 10
		SP:Iteration 40F (38470.350000 sec): 3 clusters
  Score: Raw -219760.362970 + Penalty 3502.847050 = -216257.515921
  nChanged 3
		SP:Iteration 41Q (38470.380000 sec): 3 clusters
  Score: Raw -219764.146546 + Penalty 3502.847050 = -216261.299496
  nChanged 2
		SP:Iteration 42Q (38470.410000 sec): 3 clusters
  Score: Raw -219766.903518 + Penalty 3502.847050 = -216264.056468
  nChanged 3
		SP:Iteration 43Q (38470.440000 sec): 3 clusters
  Score: Raw -219771.220911 + Penalty 3502.847050 = -216268.373861
  nChanged 4
		SP:Iteration 44Q (38470.470000 sec): 3 clusters
  Score: Raw -219777.804133 + Penalty 3502.847050 = -216274.957083
  nChanged 2
		SP:Iteration 45Q (38470.510000 sec): 3 clusters
  Score: Raw -219779.234363 + Penalty 3502.847050 = -216276.387313
  nChanged 1
		SP:Iteration 46Q (38470.540000 sec): 3 clusters
  Score: Raw -219780.371168 + Penalty 3502.847050 = -216277.524119
  nChanged 1
		SP:Iteration 47Q (38470.570000 sec): 3 clusters
  Score: Raw -219781.973583 + Penalty 3502.847050 = -216279.126533
  nChanged 0
		SP:Iteration 48F (38470.610000 sec): 3 clusters
  Score: Raw -219781.973583 + Penalty 3502.847050 = -216279.126533
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38470.640000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38470.650000 sec): 3 clusters
  Score: Raw -37341.486858 + Penalty 2681.957199 = -34659.529659
  nChanged 15
		SP:Iteration 1F (38470.650000 sec): 3 clusters
  Score: Raw -37418.396473 + Penalty 2681.957199 = -34736.439275
  nChanged 4
		SP:Iteration 2Q (38470.660000 sec): 3 clusters
  Score: Raw -37436.770857 + Penalty 2681.957199 = -34754.813659
  nChanged 5
		SP:Iteration 3Q (38470.670000 sec): 3 clusters
  Score: Raw -37458.692130 + Penalty 2681.957199 = -34776.734931
  nChanged 1
		SP:Iteration 4Q (38470.680000 sec): 3 clusters
  Score: Raw -37463.516003 + Penalty 2681.957199 = -34781.558804
  nChanged 0
		SP:Iteration 5F (38470.690000 sec): 3 clusters
  Score: Raw -37463.516003 + Penalty 2681.957199 = -34781.558804
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38470.710000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38470.710000 sec): 3 clusters
  Score: Raw -33587.562152 + Penalty 2652.165335 = -30935.396817
  nChanged 17
		SP:Iteration 1F (38470.720000 sec): 3 clusters
  Score: Raw -33669.786968 + Penalty 2652.165335 = -31017.621632
  nChanged 2
		SP:Iteration 2Q (38470.730000 sec): 3 clusters
  Score: Raw -33679.804708 + Penalty 2652.165335 = -31027.639373
  nChanged 1
		SP:Iteration 3Q (38470.740000 sec): 3 clusters
  Score: Raw -33684.032599 + Penalty 2652.165335 = -31031.867264
  nChanged 0
		SP:Iteration 4F (38470.750000 sec): 3 clusters
  Score: Raw -33684.032599 + Penalty 2652.165335 = -31031.867264
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38470.770000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38470.780000 sec): 3 clusters
  Score: Raw -35802.177323 + Penalty 2707.954415 = -33094.222908
  nChanged 20
		SP:Iteration 1F (38470.790000 sec): 3 clusters
  Score: Raw -35914.882117 + Penalty 2707.954415 = -33206.927702
  nChanged 10
		SP:Iteration 2Q (38470.790000 sec): 3 clusters
  Score: Raw -35980.729199 + Penalty 2707.954415 = -33272.774784
  nChanged 5
		SP:Iteration 3Q (38470.800000 sec): 3 clusters
  Score: Raw -36016.786134 + Penalty 2707.954415 = -33308.831719
  nChanged 3
		SP:Iteration 4Q (38470.810000 sec): 3 clusters
  Score: Raw -36029.892352 + Penalty 2707.954415 = -33321.937937
  nChanged 1
		SP:Iteration 5Q (38470.820000 sec): 3 clusters
  Score: Raw -36034.258776 + Penalty 2707.954415 = -33326.304361
  nChanged 1
		SP:Iteration 6Q (38470.820000 sec): 3 clusters
  Score: Raw -36036.170025 + Penalty 2707.954415 = -33328.215610
  nChanged 0
		SP:Iteration 7F (38470.830000 sec): 3 clusters
  Score: Raw -36036.170025 + Penalty 2707.954415 = -33328.215610
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38470.990000 sec): 2 clusters
  Score: Raw -2515298.162430 + Penalty 2359.836401 = -2512938.326030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38471.290000 sec): 3 clusters
  Score: Raw -2507781.377929 + Penalty 4719.672802 = -2503061.705127
  nChanged 5791
		SP:Iteration 1F (38471.630000 sec): 3 clusters
  Score: Raw -2510883.412577 + Penalty 4719.672802 = -2506163.739776
  nChanged 803
		SP:Iteration 2F (38471.910000 sec): 3 clusters
  Score: Raw -2511204.360993 + Penalty 4719.672802 = -2506484.688191
  nChanged 600
		SP:Iteration 3Q (38472.240000 sec): 3 clusters
  Score: Raw -2511439.639918 + Penalty 4719.672802 = -2506719.967116
  nChanged 554
		SP:Iteration 4Q (38472.490000 sec): 3 clusters
  Score: Raw -2511657.966633 + Penalty 4719.672802 = -2506938.293832
  nChanged 473
		SP:Iteration 5Q (38472.860000 sec): 3 clusters
  Score: Raw -2511835.618010 + Penalty 4719.672802 = -2507115.945208
  nChanged 435
		SP:Iteration 6Q (38473.110000 sec): 3 clusters
  Score: Raw -2512011.178817 + Penalty 4719.672802 = -2507291.506015
  nChanged 443
		SP:Iteration 7Q (38473.490000 sec): 3 clusters
  Score: Raw -2512190.072014 + Penalty 4719.672802 = -2507470.399212
  nChanged 425
		SP:Iteration 8Q (38473.740000 sec): 3 clusters
  Score: Raw -2512364.741009 + Penalty 4719.672802 = -2507645.068208
  nChanged 413
		SP:Iteration 9Q (38474.110000 sec): 3 clusters
  Score: Raw -2512553.117459 + Penalty 4719.672802 = -2507833.444657
  nChanged 454
		SP:Iteration 10Q (38474.340000 sec): 3 clusters
  Score: Raw -2512783.248206 + Penalty 4719.672802 = -2508063.575405
  nChanged 510
		SP:Iteration 11Q (38474.620000 sec): 3 clusters
  Score: Raw -2513077.080453 + Penalty 4719.672802 = -2508357.407652
  nChanged 546
		SP:Iteration 12Q (38474.910000 sec): 3 clusters
  Score: Raw -2513419.801668 + Penalty 4719.672802 = -2508700.128867
  nChanged 556
		SP:Iteration 13Q (38475.290000 sec): 3 clusters
  Score: Raw -2513798.712548 + Penalty 4719.672802 = -2509079.039747
  nChanged 499
		SP:Iteration 14Q (38475.540000 sec): 3 clusters
  Score: Raw -2514151.124907 + Penalty 4719.672802 = -2509431.452106
  nChanged 456
		SP:Iteration 15Q (38475.830000 sec): 3 clusters
  Score: Raw -2514460.873334 + Penalty 4719.672802 = -2509741.200532
  nChanged 362
		SP:Iteration 16Q (38476.120000 sec): 3 clusters
  Score: Raw -2514648.204794 + Penalty 4719.672802 = -2509928.531993
  nChanged 260
		SP:Iteration 17Q (38476.410000 sec): 3 clusters
  Score: Raw -2514756.322774 + Penalty 4719.672802 = -2510036.649972
  nChanged 181
		SP:Iteration 18Q (38476.700000 sec): 3 clusters
  Score: Raw -2514817.779282 + Penalty 4719.672802 = -2510098.106481
  nChanged 135
		SP:Iteration 19Q (38476.990000 sec): 3 clusters
  Score: Raw -2514853.642173 + Penalty 4719.672802 = -2510133.969371
  nChanged 94
		SP:Iteration 20F (38477.320000 sec): 3 clusters
  Score: Raw -2514876.302562 + Penalty 4719.672802 = -2510156.629761
  nChanged 71
		SP:Iteration 21Q (38477.600000 sec): 3 clusters
  Score: Raw -2514891.772180 + Penalty 4719.672802 = -2510172.099378
  nChanged 67
		SP:Iteration 22Q (38477.790000 sec): 3 clusters
  Score: Raw -2514903.738862 + Penalty 4719.672802 = -2510184.066060
  nChanged 48
		SP:Iteration 23Q (38477.980000 sec): 3 clusters
  Score: Raw -2514913.398179 + Penalty 4719.672802 = -2510193.725378
  nChanged 43
		SP:Iteration 24Q (38478.260000 sec): 3 clusters
  Score: Raw -2514921.608109 + Penalty 4719.672802 = -2510201.935307
  nChanged 38
		SP:Iteration 25Q (38478.520000 sec): 3 clusters
  Score: Raw -2514929.590497 + Penalty 4719.672802 = -2510209.917695
  nChanged 36
		SP:Iteration 26Q (38478.710000 sec): 3 clusters
  Score: Raw -2514935.332374 + Penalty 4719.672802 = -2510215.659573
  nChanged 29
		SP:Iteration 27Q (38479.020000 sec): 3 clusters
  Score: Raw -2514940.579476 + Penalty 4719.672802 = -2510220.906674
  nChanged 33
		SP:Iteration 28Q (38479.350000 sec): 3 clusters
  Score: Raw -2514946.680573 + Penalty 4719.672802 = -2510227.007771
  nChanged 31
		SP:Iteration 29Q (38479.630000 sec): 3 clusters
  Score: Raw -2514952.088457 + Penalty 4719.672802 = -2510232.415655
  nChanged 29
		SP:Iteration 30Q (38479.920000 sec): 3 clusters
  Score: Raw -2514957.685938 + Penalty 4719.672802 = -2510238.013137
  nChanged 29
		SP:Iteration 31Q (38480.200000 sec): 3 clusters
  Score: Raw -2514962.514125 + Penalty 4719.672802 = -2510242.841323
  nChanged 20
		SP:Iteration 32Q (38480.490000 sec): 3 clusters
  Score: Raw -2514965.541091 + Penalty 4719.672802 = -2510245.868290
  nChanged 21
		SP:Iteration 33Q (38480.780000 sec): 3 clusters
  Score: Raw -2514969.226402 + Penalty 4719.672802 = -2510249.553600
  nChanged 21
		SP:Iteration 34Q (38481.060000 sec): 3 clusters
  Score: Raw -2514972.904167 + Penalty 4719.672802 = -2510253.231366
  nChanged 17
		SP:Iteration 35Q (38481.350000 sec): 3 clusters
  Score: Raw -2514975.330092 + Penalty 4719.672802 = -2510255.657291
  nChanged 13
		SP:Iteration 36Q (38481.640000 sec): 3 clusters
  Score: Raw -2514977.658200 + Penalty 4719.672802 = -2510257.985398
  nChanged 14
		SP:Iteration 37Q (38481.930000 sec): 3 clusters
  Score: Raw -2514979.625309 + Penalty 4719.672802 = -2510259.952508
  nChanged 12
		SP:Iteration 38Q (38482.210000 sec): 3 clusters
  Score: Raw -2514981.246852 + Penalty 4719.672802 = -2510261.574050
  nChanged 12
		SP:Iteration 39Q (38482.500000 sec): 3 clusters
  Score: Raw -2514982.963595 + Penalty 4719.672802 = -2510263.290793
  nChanged 13
		SP:Iteration 40F (38482.830000 sec): 3 clusters
  Score: Raw -2514984.698165 + Penalty 4719.672802 = -2510265.025364
  nChanged 8
		SP:Iteration 41Q (38483.120000 sec): 3 clusters
  Score: Raw -2514985.946327 + Penalty 4719.672802 = -2510266.273525
  nChanged 7
		SP:Iteration 42Q (38483.400000 sec): 3 clusters
  Score: Raw -2514987.041767 + Penalty 4719.672802 = -2510267.368966
  nChanged 7
		SP:Iteration 43Q (38483.690000 sec): 3 clusters
  Score: Raw -2514987.922012 + Penalty 4719.672802 = -2510268.249211
  nChanged 7
		SP:Iteration 44Q (38483.980000 sec): 3 clusters
  Score: Raw -2514988.789318 + Penalty 4719.672802 = -2510269.116517
  nChanged 7
		SP:Iteration 45Q (38484.220000 sec): 3 clusters
  Score: Raw -2514989.768721 + Penalty 4719.672802 = -2510270.095920
  nChanged 8
		SP:Iteration 46Q (38484.410000 sec): 3 clusters
  Score: Raw -2514990.742535 + Penalty 4719.672802 = -2510271.069733
  nChanged 8
		SP:Iteration 47Q (38484.600000 sec): 3 clusters
  Score: Raw -2514991.648197 + Penalty 4719.672802 = -2510271.975395
  nChanged 4
		SP:Iteration 48Q (38484.920000 sec): 3 clusters
  Score: Raw -2514992.129730 + Penalty 4719.672802 = -2510272.456928
  nChanged 8
		SP:Iteration 49Q (38485.250000 sec): 3 clusters
  Score: Raw -2514992.950757 + Penalty 4719.672802 = -2510273.277955
  nChanged 5
		SP:Iteration 50Q (38485.540000 sec): 3 clusters
  Score: Raw -2514993.391587 + Penalty 4719.672802 = -2510273.718785
  nChanged 8
		SP:Iteration 51Q (38485.830000 sec): 3 clusters
  Score: Raw -2514994.003907 + Penalty 4719.672802 = -2510274.331105
  nChanged 4
		SP:Iteration 52Q (38486.120000 sec): 3 clusters
  Score: Raw -2514994.541271 + Penalty 4719.672802 = -2510274.868470
  nChanged 5
		SP:Iteration 53Q (38486.410000 sec): 3 clusters
  Score: Raw -2514995.089056 + Penalty 4719.672802 = -2510275.416255
  nChanged 6
		SP:Iteration 54Q (38486.700000 sec): 3 clusters
  Score: Raw -2514995.682963 + Penalty 4719.672802 = -2510276.010161
  nChanged 5
		SP:Iteration 55Q (38487.000000 sec): 3 clusters
  Score: Raw -2514996.146920 + Penalty 4719.672802 = -2510276.474119
  nChanged 3
		SP:Iteration 56Q (38487.290000 sec): 3 clusters
  Score: Raw -2514996.413955 + Penalty 4719.672802 = -2510276.741153
  nChanged 2
		SP:Iteration 57Q (38487.580000 sec): 3 clusters
  Score: Raw -2514996.627808 + Penalty 4719.672802 = -2510276.955006
  nChanged 2
		SP:Iteration 58Q (38487.790000 sec): 3 clusters
  Score: Raw -2514996.790704 + Penalty 4719.672802 = -2510277.117903
  nChanged 0
		SP:Iteration 59F (38487.990000 sec): 3 clusters
  Score: Raw -2514996.790704 + Penalty 4719.672802 = -2510277.117903
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38489.250000 sec): 2 clusters
  Score: Raw -37597798.982876 + Penalty 3039.325224 = -37594759.657651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38491.130000 sec): 3 clusters
  Score: Raw -37459828.495114 + Penalty 6078.650449 = -37453749.844665
  nChanged 101312
		SP:Iteration 1F (38493.120000 sec): 3 clusters
  Score: Raw -37519160.655679 + Penalty 6078.650449 = -37513082.005231
  nChanged 5525
		SP:Iteration 2Q (38495.230000 sec): 3 clusters
  Score: Raw -37520202.435042 + Penalty 6078.650449 = -37514123.784593
  nChanged 5842
		SP:Iteration 3Q (38497.310000 sec): 3 clusters
  Score: Raw -37521456.985795 + Penalty 6078.650449 = -37515378.335347
  nChanged 6443
		SP:Iteration 4Q (38499.380000 sec): 3 clusters
  Score: Raw -37522990.717518 + Penalty 6078.650449 = -37516912.067069
  nChanged 7239
		SP:Iteration 5Q (38501.440000 sec): 3 clusters
  Score: Raw -37525048.285556 + Penalty 6078.650449 = -37518969.635107
  nChanged 8835
		SP:Iteration 6Q (38503.540000 sec): 3 clusters
  Score: Raw -37528253.062322 + Penalty 6078.650449 = -37522174.411873
  nChanged 11016
		SP:Iteration 7F (38505.460000 sec): 3 clusters
  Score: Raw -37533537.963936 + Penalty 6078.650449 = -37527459.313487
  nChanged 13658
		SP:Iteration 8F (38507.460000 sec): 3 clusters
  Score: Raw -37541959.925639 + Penalty 6078.650449 = -37535881.275190
  nChanged 15728
		SP:Iteration 9F (38509.440000 sec): 3 clusters
  Score: Raw -37553924.430673 + Penalty 6078.650449 = -37547845.780224
  nChanged 15942
		SP:Iteration 10F (38511.300000 sec): 3 clusters
  Score: Raw -37567878.724577 + Penalty 6078.650449 = -37561800.074128
  nChanged 13305
		SP:Iteration 11F (38513.300000 sec): 3 clusters
  Score: Raw -37580292.457094 + Penalty 6078.650449 = -37574213.806645
  nChanged 8914
		SP:Iteration 12Q (38515.370000 sec): 3 clusters
  Score: Raw -37588600.007250 + Penalty 6078.650449 = -37582521.356801
  nChanged 5139
		SP:Iteration 13Q (38517.310000 sec): 3 clusters
  Score: Raw -37593302.181712 + Penalty 6078.650449 = -37587223.531263
  nChanged 2752
		SP:Iteration 14Q (38519.130000 sec): 3 clusters
  Score: Raw -37595764.437240 + Penalty 6078.650449 = -37589685.786791
  nChanged 1379
		SP:Iteration 15Q (38520.870000 sec): 3 clusters
  Score: Raw -37596930.922332 + Penalty 6078.650449 = -37590852.271883
  nChanged 687
		SP:Iteration 16Q (38522.600000 sec): 3 clusters
  Score: Raw -37597468.014950 + Penalty 6078.650449 = -37591389.364502
  nChanged 390
		SP:Iteration 17Q (38524.290000 sec): 3 clusters
  Score: Raw -37597747.356273 + Penalty 6078.650449 = -37591668.705824
  nChanged 239
		SP:Iteration 18Q (38525.990000 sec): 3 clusters
  Score: Raw -37597908.120710 + Penalty 6078.650449 = -37591829.470261
  nChanged 138
		SP:Iteration 19Q (38527.690000 sec): 3 clusters
  Score: Raw -37598005.355212 + Penalty 6078.650449 = -37591926.704764
  nChanged 109
		SP:Iteration 20F (38529.590000 sec): 3 clusters
  Score: Raw -37598077.294782 + Penalty 6078.650449 = -37591998.644333
  nChanged 68
		SP:Iteration 21Q (38531.290000 sec): 3 clusters
  Score: Raw -37598119.177677 + Penalty 6078.650449 = -37592040.527228
  nChanged 44
		SP:Iteration 22Q (38533.000000 sec): 3 clusters
  Score: Raw -37598153.943831 + Penalty 6078.650449 = -37592075.293382
  nChanged 39
		SP:Iteration 23Q (38534.690000 sec): 3 clusters
  Score: Raw -37598179.347270 + Penalty 6078.650449 = -37592100.696821
  nChanged 34
		SP:Iteration 24Q (38536.440000 sec): 3 clusters
  Score: Raw -37598200.861594 + Penalty 6078.650449 = -37592122.211146
  nChanged 23
		SP:Iteration 25Q (38538.050000 sec): 3 clusters
  Score: Raw -37598212.165091 + Penalty 6078.650449 = -37592133.514642
  nChanged 15
		SP:Iteration 26Q (38539.780000 sec): 3 clusters
  Score: Raw -37598219.320994 + Penalty 6078.650449 = -37592140.670546
  nChanged 10
		SP:Iteration 27Q (38541.490000 sec): 3 clusters
  Score: Raw -37598225.154607 + Penalty 6078.650449 = -37592146.504159
  nChanged 13
		SP:Iteration 28Q (38543.250000 sec): 3 clusters
  Score: Raw -37598231.517841 + Penalty 6078.650449 = -37592152.867393
  nChanged 15
		SP:Iteration 29Q (38544.950000 sec): 3 clusters
  Score: Raw -37598238.825540 + Penalty 6078.650449 = -37592160.175092
  nChanged 3
		SP:Iteration 30Q (38546.590000 sec): 3 clusters
  Score: Raw -37598240.559701 + Penalty 6078.650449 = -37592161.909252
  nChanged 6
		SP:Iteration 31Q (38548.200000 sec): 3 clusters
  Score: Raw -37598244.013853 + Penalty 6078.650449 = -37592165.363404
  nChanged 7
		SP:Iteration 32Q (38549.900000 sec): 3 clusters
  Score: Raw -37598248.098235 + Penalty 6078.650449 = -37592169.447786
  nChanged 3
		SP:Iteration 33Q (38551.600000 sec): 3 clusters
  Score: Raw -37598249.304716 + Penalty 6078.650449 = -37592170.654268
  nChanged 2
		SP:Iteration 34Q (38553.330000 sec): 3 clusters
  Score: Raw -37598249.981051 + Penalty 6078.650449 = -37592171.330602
  nChanged 1
		SP:Iteration 35Q (38555.010000 sec): 3 clusters
  Score: Raw -37598250.427809 + Penalty 6078.650449 = -37592171.777360
  nChanged 0
		SP:Iteration 36F (38556.900000 sec): 3 clusters
  Score: Raw -37598250.427809 + Penalty 6078.650449 = -37592171.777360
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38557.130000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38557.460000 sec): 3 clusters
  Score: Raw -3595582.016250 + Penalty 4936.400600 = -3590645.615650
  nChanged 9227
		SP:Iteration 1F (38557.800000 sec): 3 clusters
  Score: Raw -3600939.988489 + Penalty 4936.400600 = -3596003.587889
  nChanged 1657
		SP:Iteration 2F (38558.140000 sec): 3 clusters
  Score: Raw -3602525.916043 + Penalty 4936.400600 = -3597589.515443
  nChanged 1968
		SP:Iteration 3F (38558.470000 sec): 3 clusters
  Score: Raw -3604788.503983 + Penalty 4936.400600 = -3599852.103384
  nChanged 2059
		SP:Iteration 4F (38558.740000 sec): 3 clusters
  Score: Raw -3606760.426668 + Penalty 4936.400600 = -3601824.026068
  nChanged 1620
		SP:Iteration 5F (38559.060000 sec): 3 clusters
  Score: Raw -3608032.052476 + Penalty 4936.400600 = -3603095.651876
  nChanged 1118
		SP:Iteration 6F (38559.430000 sec): 3 clusters
  Score: Raw -3608705.708693 + Penalty 4936.400600 = -3603769.308094
  nChanged 720
		SP:Iteration 7Q (38559.770000 sec): 3 clusters
  Score: Raw -3609021.618406 + Penalty 4936.400600 = -3604085.217806
  nChanged 495
		SP:Iteration 8Q (38560.100000 sec): 3 clusters
  Score: Raw -3609200.970329 + Penalty 4936.400600 = -3604264.569729
  nChanged 379
		SP:Iteration 9Q (38560.420000 sec): 3 clusters
  Score: Raw -3609319.059024 + Penalty 4936.400600 = -3604382.658425
  nChanged 296
		SP:Iteration 10Q (38560.730000 sec): 3 clusters
  Score: Raw -3609392.504869 + Penalty 4936.400600 = -3604456.104269
  nChanged 246
		SP:Iteration 11Q (38561.040000 sec): 3 clusters
  Score: Raw -3609443.723152 + Penalty 4936.400600 = -3604507.322553
  nChanged 219
		SP:Iteration 12Q (38561.370000 sec): 3 clusters
  Score: Raw -3609486.610324 + Penalty 4936.400600 = -3604550.209724
  nChanged 210
		SP:Iteration 13Q (38561.700000 sec): 3 clusters
  Score: Raw -3609530.654656 + Penalty 4936.400600 = -3604594.254056
  nChanged 222
		SP:Iteration 14Q (38562.030000 sec): 3 clusters
  Score: Raw -3609574.537681 + Penalty 4936.400600 = -3604638.137081
  nChanged 215
		SP:Iteration 15Q (38562.360000 sec): 3 clusters
  Score: Raw -3609619.325114 + Penalty 4936.400600 = -3604682.924514
  nChanged 183
		SP:Iteration 16Q (38562.700000 sec): 3 clusters
  Score: Raw -3609654.937985 + Penalty 4936.400600 = -3604718.537386
  nChanged 175
		SP:Iteration 17Q (38563.070000 sec): 3 clusters
  Score: Raw -3609686.789662 + Penalty 4936.400600 = -3604750.389063
  nChanged 168
		SP:Iteration 18Q (38563.400000 sec): 3 clusters
  Score: Raw -3609717.582908 + Penalty 4936.400600 = -3604781.182309
  nChanged 169
		SP:Iteration 19Q (38563.730000 sec): 3 clusters
  Score: Raw -3609748.222884 + Penalty 4936.400600 = -3604811.822284
  nChanged 141
		SP:Iteration 20F (38564.110000 sec): 3 clusters
  Score: Raw -3609773.277587 + Penalty 4936.400600 = -3604836.876987
  nChanged 149
		SP:Iteration 21Q (38564.430000 sec): 3 clusters
  Score: Raw -3609799.900091 + Penalty 4936.400600 = -3604863.499491
  nChanged 131
		SP:Iteration 22Q (38564.780000 sec): 3 clusters
  Score: Raw -3609824.874320 + Penalty 4936.400600 = -3604888.473721
  nChanged 122
		SP:Iteration 23Q (38565.130000 sec): 3 clusters
  Score: Raw -3609845.825914 + Penalty 4936.400600 = -3604909.425314
  nChanged 100
		SP:Iteration 24Q (38565.450000 sec): 3 clusters
  Score: Raw -3609862.314671 + Penalty 4936.400600 = -3604925.914071
  nChanged 95
		SP:Iteration 25Q (38565.790000 sec): 3 clusters
  Score: Raw -3609875.988139 + Penalty 4936.400600 = -3604939.587539
  nChanged 80
		SP:Iteration 26Q (38566.130000 sec): 3 clusters
  Score: Raw -3609889.117703 + Penalty 4936.400600 = -3604952.717103
  nChanged 81
		SP:Iteration 27Q (38566.460000 sec): 3 clusters
  Score: Raw -3609902.683157 + Penalty 4936.400600 = -3604966.282557
  nChanged 85
		SP:Iteration 28Q (38566.800000 sec): 3 clusters
  Score: Raw -3609915.275099 + Penalty 4936.400600 = -3604978.874500
  nChanged 74
		SP:Iteration 29Q (38567.100000 sec): 3 clusters
  Score: Raw -3609924.292120 + Penalty 4936.400600 = -3604987.891520
  nChanged 54
		SP:Iteration 30Q (38567.360000 sec): 3 clusters
  Score: Raw -3609930.215139 + Penalty 4936.400600 = -3604993.814540
  nChanged 40
		SP:Iteration 31Q (38567.700000 sec): 3 clusters
  Score: Raw -3609934.274939 + Penalty 4936.400600 = -3604997.874339
  nChanged 34
		SP:Iteration 32Q (38568.020000 sec): 3 clusters
  Score: Raw -3609938.084191 + Penalty 4936.400600 = -3605001.683591
  nChanged 31
		SP:Iteration 33Q (38568.320000 sec): 3 clusters
  Score: Raw -3609941.413263 + Penalty 4936.400600 = -3605005.012663
  nChanged 33
		SP:Iteration 34Q (38568.670000 sec): 3 clusters
  Score: Raw -3609944.518272 + Penalty 4936.400600 = -3605008.117672
  nChanged 38
		SP:Iteration 35Q (38569.000000 sec): 3 clusters
  Score: Raw -3609948.264777 + Penalty 4936.400600 = -3605011.864178
  nChanged 41
		SP:Iteration 36Q (38569.350000 sec): 3 clusters
  Score: Raw -3609952.757471 + Penalty 4936.400600 = -3605016.356871
  nChanged 29
		SP:Iteration 37Q (38569.680000 sec): 3 clusters
  Score: Raw -3609955.938430 + Penalty 4936.400600 = -3605019.537831
  nChanged 26
		SP:Iteration 38Q (38570.010000 sec): 3 clusters
  Score: Raw -3609958.679025 + Penalty 4936.400600 = -3605022.278425
  nChanged 22
		SP:Iteration 39Q (38570.360000 sec): 3 clusters
  Score: Raw -3609960.720281 + Penalty 4936.400600 = -3605024.319681
  nChanged 14
		SP:Iteration 40F (38570.680000 sec): 3 clusters
  Score: Raw -3609962.161665 + Penalty 4936.400600 = -3605025.761065
  nChanged 15
		SP:Iteration 41Q (38571.030000 sec): 3 clusters
  Score: Raw -3609963.494464 + Penalty 4936.400600 = -3605027.093865
  nChanged 12
		SP:Iteration 42Q (38571.360000 sec): 3 clusters
  Score: Raw -3609964.515946 + Penalty 4936.400600 = -3605028.115346
  nChanged 10
		SP:Iteration 43Q (38571.690000 sec): 3 clusters
  Score: Raw -3609965.599424 + Penalty 4936.400600 = -3605029.198825
  nChanged 11
		SP:Iteration 44Q (38572.030000 sec): 3 clusters
  Score: Raw -3609966.530780 + Penalty 4936.400600 = -3605030.130181
  nChanged 9
		SP:Iteration 45Q (38572.370000 sec): 3 clusters
  Score: Raw -3609967.135191 + Penalty 4936.400600 = -3605030.734592
  nChanged 8
		SP:Iteration 46Q (38572.700000 sec): 3 clusters
  Score: Raw -3609967.759371 + Penalty 4936.400600 = -3605031.358771
  nChanged 7
		SP:Iteration 47Q (38573.030000 sec): 3 clusters
  Score: Raw -3609968.385870 + Penalty 4936.400600 = -3605031.985270
  nChanged 9
		SP:Iteration 48Q (38573.360000 sec): 3 clusters
  Score: Raw -3609969.223397 + Penalty 4936.400600 = -3605032.822798
  nChanged 5
		SP:Iteration 49Q (38573.700000 sec): 3 clusters
  Score: Raw -3609969.547085 + Penalty 4936.400600 = -3605033.146486
  nChanged 3
		SP:Iteration 50Q (38574.020000 sec): 3 clusters
  Score: Raw -3609969.825750 + Penalty 4936.400600 = -3605033.425151
  nChanged 4
		SP:Iteration 51Q (38574.360000 sec): 3 clusters
  Score: Raw -3609970.313964 + Penalty 4936.400600 = -3605033.913365
  nChanged 9
		SP:Iteration 52Q (38574.690000 sec): 3 clusters
  Score: Raw -3609971.502628 + Penalty 4936.400600 = -3605035.102029
  nChanged 12
		SP:Iteration 53Q (38575.020000 sec): 3 clusters
  Score: Raw -3609972.586327 + Penalty 4936.400600 = -3605036.185728
  nChanged 8
		SP:Iteration 54Q (38575.360000 sec): 3 clusters
  Score: Raw -3609973.309628 + Penalty 4936.400600 = -3605036.909029
  nChanged 7
		SP:Iteration 55Q (38575.690000 sec): 3 clusters
  Score: Raw -3609973.915409 + Penalty 4936.400600 = -3605037.514809
  nChanged 10
		SP:Iteration 56Q (38576.020000 sec): 3 clusters
  Score: Raw -3609974.744528 + Penalty 4936.400600 = -3605038.343928
  nChanged 6
		SP:Iteration 57Q (38576.360000 sec): 3 clusters
  Score: Raw -3609975.047345 + Penalty 4936.400600 = -3605038.646746
  nChanged 5
		SP:Iteration 58Q (38576.720000 sec): 3 clusters
  Score: Raw -3609975.327910 + Penalty 4936.400600 = -3605038.927310
  nChanged 5
		SP:Iteration 59Q (38577.060000 sec): 3 clusters
  Score: Raw -3609975.832816 + Penalty 4936.400600 = -3605039.432217
  nChanged 3
		SP:Iteration 60F (38577.390000 sec): 3 clusters
  Score: Raw -3609976.120311 + Penalty 4936.400600 = -3605039.719711
  nChanged 6
		SP:Iteration 61Q (38577.730000 sec): 3 clusters
  Score: Raw -3609976.746478 + Penalty 4936.400600 = -3605040.345879
  nChanged 7
		SP:Iteration 62Q (38578.070000 sec): 3 clusters
  Score: Raw -3609977.222152 + Penalty 4936.400600 = -3605040.821552
  nChanged 6
		SP:Iteration 63Q (38578.410000 sec): 3 clusters
  Score: Raw -3609977.661061 + Penalty 4936.400600 = -3605041.260461
  nChanged 3
		SP:Iteration 64Q (38578.730000 sec): 3 clusters
  Score: Raw -3609977.907528 + Penalty 4936.400600 = -3605041.506928
  nChanged 7
		SP:Iteration 65Q (38579.070000 sec): 3 clusters
  Score: Raw -3609978.418755 + Penalty 4936.400600 = -3605042.018155
  nChanged 4
		SP:Iteration 66Q (38579.410000 sec): 3 clusters
  Score: Raw -3609978.808734 + Penalty 4936.400600 = -3605042.408135
  nChanged 6
		SP:Iteration 67Q (38579.740000 sec): 3 clusters
  Score: Raw -3609979.371532 + Penalty 4936.400600 = -3605042.970932
  nChanged 4
		SP:Iteration 68Q (38580.080000 sec): 3 clusters
  Score: Raw -3609979.765129 + Penalty 4936.400600 = -3605043.364529
  nChanged 5
		SP:Iteration 69Q (38580.420000 sec): 3 clusters
  Score: Raw -3609980.110675 + Penalty 4936.400600 = -3605043.710076
  nChanged 8
		SP:Iteration 70Q (38580.760000 sec): 3 clusters
  Score: Raw -3609980.913121 + Penalty 4936.400600 = -3605044.512522
  nChanged 8
		SP:Iteration 71Q (38581.090000 sec): 3 clusters
  Score: Raw -3609981.775885 + Penalty 4936.400600 = -3605045.375286
  nChanged 12
		SP:Iteration 72Q (38581.360000 sec): 3 clusters
  Score: Raw -3609982.853432 + Penalty 4936.400600 = -3605046.452833
  nChanged 12
		SP:Iteration 73Q (38581.680000 sec): 3 clusters
  Score: Raw -3609983.726697 + Penalty 4936.400600 = -3605047.326097
  nChanged 6
		SP:Iteration 74Q (38582.010000 sec): 3 clusters
  Score: Raw -3609984.251379 + Penalty 4936.400600 = -3605047.850779
  nChanged 4
		SP:Iteration 75Q (38582.260000 sec): 3 clusters
  Score: Raw -3609984.522868 + Penalty 4936.400600 = -3605048.122268
  nChanged 2
		SP:Iteration 76Q (38582.600000 sec): 3 clusters
  Score: Raw -3609984.712021 + Penalty 4936.400600 = -3605048.311421
  nChanged 4
		SP:Iteration 77Q (38582.940000 sec): 3 clusters
  Score: Raw -3609984.982416 + Penalty 4936.400600 = -3605048.581816
  nChanged 2
		SP:Iteration 78Q (38583.280000 sec): 3 clusters
  Score: Raw -3609985.212915 + Penalty 4936.400600 = -3605048.812315
  nChanged 5
		SP:Iteration 79Q (38583.610000 sec): 3 clusters
  Score: Raw -3609985.458387 + Penalty 4936.400600 = -3605049.057788
  nChanged 5
		SP:Iteration 80F (38583.940000 sec): 3 clusters
  Score: Raw -3609985.930893 + Penalty 4936.400600 = -3605049.530294
  nChanged 2
		SP:Iteration 81Q (38584.290000 sec): 3 clusters
  Score: Raw -3609986.168887 + Penalty 4936.400600 = -3605049.768288
  nChanged 4
		SP:Iteration 82Q (38584.620000 sec): 3 clusters
  Score: Raw -3609986.576383 + Penalty 4936.400600 = -3605050.175783
  nChanged 2
		SP:Iteration 83Q (38584.960000 sec): 3 clusters
  Score: Raw -3609986.814478 + Penalty 4936.400600 = -3605050.413879
  nChanged 3
		SP:Iteration 84Q (38585.270000 sec): 3 clusters
  Score: Raw -3609987.108049 + Penalty 4936.400600 = -3605050.707449
  nChanged 1
		SP:Iteration 85Q (38585.570000 sec): 3 clusters
  Score: Raw -3609987.144931 + Penalty 4936.400600 = -3605050.744332
  nChanged 0
		SP:Iteration 86F (38585.880000 sec): 3 clusters
  Score: Raw -3609987.144931 + Penalty 4936.400600 = -3605050.744332
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38586.510000 sec): 2 clusters
  Score: Raw -17094538.577881 + Penalty 2845.004149 = -17091693.573732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38587.480000 sec): 3 clusters
  Score: Raw -17032889.585280 + Penalty 5690.008297 = -17027199.576983
  nChanged 45554
		SP:Iteration 1F (38588.460000 sec): 3 clusters
  Score: Raw -17058917.765025 + Penalty 5690.008297 = -17053227.756727
  nChanged 3268
		SP:Iteration 2Q (38589.470000 sec): 3 clusters
  Score: Raw -17059794.784653 + Penalty 5690.008297 = -17054104.776356
  nChanged 3585
		SP:Iteration 3Q (38590.540000 sec): 3 clusters
  Score: Raw -17061024.674223 + Penalty 5690.008297 = -17055334.665925
  nChanged 4537
		SP:Iteration 4Q (38591.510000 sec): 3 clusters
  Score: Raw -17063136.005151 + Penalty 5690.008297 = -17057445.996853
  nChanged 5993
		SP:Iteration 5F (38592.440000 sec): 3 clusters
  Score: Raw -17066789.780733 + Penalty 5690.008297 = -17061099.772436
  nChanged 7557
		SP:Iteration 6F (38593.400000 sec): 3 clusters
  Score: Raw -17072722.683689 + Penalty 5690.008297 = -17067032.675392
  nChanged 8568
		SP:Iteration 7F (38594.380000 sec): 3 clusters
  Score: Raw -17080741.983331 + Penalty 5690.008297 = -17075051.975034
  nChanged 7334
		SP:Iteration 8F (38595.350000 sec): 3 clusters
  Score: Raw -17088089.225713 + Penalty 5690.008297 = -17082399.217416
  nChanged 4308
		SP:Iteration 9Q (38596.340000 sec): 3 clusters
  Score: Raw -17092420.046326 + Penalty 5690.008297 = -17086730.038029
  nChanged 1702
		SP:Iteration 10Q (38597.190000 sec): 3 clusters
  Score: Raw -17094090.971264 + Penalty 5690.008297 = -17088400.962967
  nChanged 428
		SP:Iteration 11Q (38598.020000 sec): 3 clusters
  Score: Raw -17094540.439187 + Penalty 5690.008297 = -17088850.430890
  nChanged 112
		SP:Iteration 12Q (38598.910000 sec): 3 clusters
  Score: Raw -17094689.274715 + Penalty 5690.008297 = -17088999.266418
  nChanged 46
		SP:Iteration 13Q (38599.820000 sec): 3 clusters
  Score: Raw -17094771.072698 + Penalty 5690.008297 = -17089081.064401
  nChanged 27
		SP:Iteration 14Q (38600.680000 sec): 3 clusters
  Score: Raw -17094813.240223 + Penalty 5690.008297 = -17089123.231926
  nChanged 14
		SP:Iteration 15Q (38601.580000 sec): 3 clusters
  Score: Raw -17094834.299326 + Penalty 5690.008297 = -17089144.291029
  nChanged 1
		SP:Iteration 16Q (38602.410000 sec): 3 clusters
  Score: Raw -17094834.985245 + Penalty 5690.008297 = -17089144.976948
  nChanged 0
		SP:Iteration 17F (38603.360000 sec): 3 clusters
  Score: Raw -17094834.985245 + Penalty 5690.008297 = -17089144.976948
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38603.450000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38603.630000 sec): 3 clusters
  Score: Raw -82584.563055 + Penalty 3110.410262 = -79474.152793
  nChanged 91
		SP:Iteration 1F (38603.800000 sec): 3 clusters
  Score: Raw -82782.098421 + Penalty 3110.410262 = -79671.688158
  nChanged 26
		SP:Iteration 2Q (38603.980000 sec): 3 clusters
  Score: Raw -82855.275659 + Penalty 3110.410262 = -79744.865397
  nChanged 10
		SP:Iteration 3Q (38604.150000 sec): 3 clusters
  Score: Raw -82877.977544 + Penalty 3110.410262 = -79767.567282
  nChanged 7
		SP:Iteration 4Q (38604.330000 sec): 3 clusters
  Score: Raw -82891.153059 + Penalty 3110.410262 = -79780.742797
  nChanged 7
		SP:Iteration 5Q (38604.510000 sec): 3 clusters
  Score: Raw -82907.292298 + Penalty 3110.410262 = -79796.882036
  nChanged 7
		SP:Iteration 6Q (38604.680000 sec): 3 clusters
  Score: Raw -82918.941619 + Penalty 3110.410262 = -79808.531356
  nChanged 4
		SP:Iteration 7Q (38604.860000 sec): 3 clusters
  Score: Raw -82931.142054 + Penalty 3110.410262 = -79820.731792
  nChanged 2
		SP:Iteration 8Q (38605.030000 sec): 3 clusters
  Score: Raw -82937.814887 + Penalty 3110.410262 = -79827.404625
  nChanged 4
		SP:Iteration 9Q (38605.210000 sec): 3 clusters
  Score: Raw -82954.650241 + Penalty 3110.410262 = -79844.239979
  nChanged 7
		SP:Iteration 10Q (38605.390000 sec): 3 clusters
  Score: Raw -82972.856655 + Penalty 3110.410262 = -79862.446393
  nChanged 3
		SP:Iteration 11Q (38605.560000 sec): 3 clusters
  Score: Raw -82980.281879 + Penalty 3110.410262 = -79869.871617
  nChanged 3
		SP:Iteration 12Q (38605.740000 sec): 3 clusters
  Score: Raw -82985.597099 + Penalty 3110.410262 = -79875.186837
  nChanged 2
		SP:Iteration 13Q (38605.910000 sec): 3 clusters
  Score: Raw -82990.200343 + Penalty 3110.410262 = -79879.790081
  nChanged 2
		SP:Iteration 14Q (38606.090000 sec): 3 clusters
  Score: Raw -82992.686758 + Penalty 3110.410262 = -79882.276496
  nChanged 0
		SP:Iteration 15F (38606.260000 sec): 3 clusters
  Score: Raw -82992.686758 + Penalty 3110.410262 = -79882.276496
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38606.350000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38606.530000 sec): 3 clusters
  Score: Raw -34306.819693 + Penalty 2645.028521 = -31661.791172
  nChanged 20
		SP:Iteration 1F (38606.700000 sec): 3 clusters
  Score: Raw -34377.961193 + Penalty 2645.028521 = -31732.932671
  nChanged 6
		SP:Iteration 2Q (38606.880000 sec): 3 clusters
  Score: Raw -34402.989265 + Penalty 2645.028521 = -31757.960743
  nChanged 3
		SP:Iteration 3Q (38607.040000 sec): 3 clusters
  Score: Raw -34413.945653 + Penalty 2645.028521 = -31768.917131
  nChanged 1
		SP:Iteration 4Q (38607.200000 sec): 3 clusters
  Score: Raw -34418.707082 + Penalty 2645.028521 = -31773.678560
  nChanged 0
		SP:Iteration 5F (38607.370000 sec): 3 clusters
  Score: Raw -34418.707082 + Penalty 2645.028521 = -31773.678560
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38607.460000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38607.640000 sec): 3 clusters
  Score: Raw -18284.886649 + Penalty 2331.438261 = -15953.448388
  nChanged 1
		SP:Iteration 1Q (38607.790000 sec): 3 clusters
  Score: Raw -18289.658489 + Penalty 2331.438261 = -15958.220227
  nChanged 0
		SP:Iteration 2F (38607.820000 sec): 3 clusters
  Score: Raw -18289.658489 + Penalty 2331.438261 = -15958.220227
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38607.850000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38607.860000 sec): 3 clusters
  Score: Raw -79068.030252 + Penalty 3061.163496 = -76006.866756
  nChanged 74
		SP:Iteration 1F (38607.880000 sec): 3 clusters
  Score: Raw -79234.984424 + Penalty 3061.163496 = -76173.820928
  nChanged 21
		SP:Iteration 2Q (38607.900000 sec): 3 clusters
  Score: Raw -79280.877933 + Penalty 3061.163496 = -76219.714436
  nChanged 2
		SP:Iteration 3Q (38607.930000 sec): 3 clusters
  Score: Raw -79283.197001 + Penalty 3061.163496 = -76222.033505
  nChanged 0
		SP:Iteration 4F (38607.990000 sec): 3 clusters
  Score: Raw -79283.197001 + Penalty 3061.163496 = -76222.033505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38608.080000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38608.300000 sec): 3 clusters
  Score: Raw -132145.898047 + Penalty 3295.965121 = -128849.932926
  nChanged 184
		SP:Iteration 1F (38608.460000 sec): 3 clusters
  Score: Raw -132377.547380 + Penalty 3295.965121 = -129081.582259
  nChanged 43
		SP:Iteration 2F (38608.630000 sec): 3 clusters
  Score: Raw -132435.716250 + Penalty 3295.965121 = -129139.751129
  nChanged 17
		SP:Iteration 3Q (38608.800000 sec): 3 clusters
  Score: Raw -132460.060964 + Penalty 3295.965121 = -129164.095843
  nChanged 8
		SP:Iteration 4Q (38608.870000 sec): 3 clusters
  Score: Raw -132469.476531 + Penalty 3295.965121 = -129173.511410
  nChanged 7
		SP:Iteration 5Q (38608.890000 sec): 3 clusters
  Score: Raw -132480.248497 + Penalty 3295.965121 = -129184.283376
  nChanged 11
		SP:Iteration 6Q (38608.910000 sec): 3 clusters
  Score: Raw -132495.047424 + Penalty 3295.965121 = -129199.082303
  nChanged 7
		SP:Iteration 7Q (38608.930000 sec): 3 clusters
  Score: Raw -132505.386834 + Penalty 3295.965121 = -129209.421713
  nChanged 2
		SP:Iteration 8Q (38608.960000 sec): 3 clusters
  Score: Raw -132509.695243 + Penalty 3295.965121 = -129213.730123
  nChanged 2
		SP:Iteration 9Q (38608.980000 sec): 3 clusters
  Score: Raw -132512.004182 + Penalty 3295.965121 = -129216.039062
  nChanged 3
		SP:Iteration 10Q (38609.010000 sec): 3 clusters
  Score: Raw -132517.093330 + Penalty 3295.965121 = -129221.128209
  nChanged 2
		SP:Iteration 11Q (38609.030000 sec): 3 clusters
  Score: Raw -132519.125259 + Penalty 3295.965121 = -129223.160138
  nChanged 1
		SP:Iteration 12Q (38609.050000 sec): 3 clusters
  Score: Raw -132520.188003 + Penalty 3295.965121 = -129224.222882
  nChanged 0
		SP:Iteration 13F (38609.070000 sec): 3 clusters
  Score: Raw -132520.188003 + Penalty 3295.965121 = -129224.222882
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38609.100000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38609.110000 sec): 3 clusters
  Score: Raw -21877.673225 + Penalty 2661.524103 = -19216.149121
  nChanged 31
		SP:Iteration 1F (38609.110000 sec): 3 clusters
  Score: Raw -22002.499757 + Penalty 2661.524103 = -19340.975654
  nChanged 9
		SP:Iteration 2Q (38609.120000 sec): 3 clusters
  Score: Raw -22048.020428 + Penalty 2661.524103 = -19386.496324
  nChanged 2
		SP:Iteration 3Q (38609.130000 sec): 3 clusters
  Score: Raw -22059.286067 + Penalty 2661.524103 = -19397.761963
  nChanged 2
		SP:Iteration 4Q (38609.140000 sec): 3 clusters
  Score: Raw -22070.717492 + Penalty 2661.524103 = -19409.193388
  nChanged 0
		SP:Iteration 5F (38609.150000 sec): 3 clusters
  Score: Raw -22070.717492 + Penalty 2661.524103 = -19409.193388
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38609.180000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38609.210000 sec): 3 clusters
  Score: Raw -134291.432981 + Penalty 3288.818959 = -131002.614022
  nChanged 163
		SP:Iteration 1F (38609.230000 sec): 3 clusters
  Score: Raw -134511.060486 + Penalty 3288.818959 = -131222.241527
  nChanged 44
		SP:Iteration 2F (38609.250000 sec): 3 clusters
  Score: Raw -134578.616502 + Penalty 3288.818959 = -131289.797542
  nChanged 19
		SP:Iteration 3Q (38609.280000 sec): 3 clusters
  Score: Raw -134607.136362 + Penalty 3288.818959 = -131318.317403
  nChanged 14
		SP:Iteration 4Q (38609.300000 sec): 3 clusters
  Score: Raw -134639.068190 + Penalty 3288.818959 = -131350.249231
  nChanged 5
		SP:Iteration 5Q (38609.320000 sec): 3 clusters
  Score: Raw -134650.291874 + Penalty 3288.818959 = -131361.472915
  nChanged 10
		SP:Iteration 6Q (38609.350000 sec): 3 clusters
  Score: Raw -134674.687617 + Penalty 3288.818959 = -131385.868658
  nChanged 7
		SP:Iteration 7Q (38609.370000 sec): 3 clusters
  Score: Raw -134686.328642 + Penalty 3288.818959 = -131397.509683
  nChanged 1
		SP:Iteration 8Q (38609.390000 sec): 3 clusters
  Score: Raw -134687.517241 + Penalty 3288.818959 = -131398.698281
  nChanged 2
		SP:Iteration 9Q (38609.420000 sec): 3 clusters
  Score: Raw -134689.023875 + Penalty 3288.818959 = -131400.204915
  nChanged 0
		SP:Iteration 10F (38609.440000 sec): 3 clusters
  Score: Raw -134689.023875 + Penalty 3288.818959 = -131400.204915
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38609.500000 sec): 2 clusters
  Score: Raw -270666.901341 + Penalty 1823.246368 = -268843.654973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38609.540000 sec): 3 clusters
  Score: Raw -270167.495993 + Penalty 3646.492735 = -266521.003258
  nChanged 464
		SP:Iteration 1F (38609.570000 sec): 3 clusters
  Score: Raw -270573.752838 + Penalty 3646.492735 = -266927.260103
  nChanged 110
		SP:Iteration 2F (38609.620000 sec): 3 clusters
  Score: Raw -270712.243959 + Penalty 3646.492735 = -267065.751224
  nChanged 72
		SP:Iteration 3Q (38609.660000 sec): 3 clusters
  Score: Raw -270776.852359 + Penalty 3646.492735 = -267130.359624
  nChanged 39
		SP:Iteration 4Q (38609.700000 sec): 3 clusters
  Score: Raw -270821.902636 + Penalty 3646.492735 = -267175.409901
  nChanged 35
		SP:Iteration 5Q (38609.740000 sec): 3 clusters
  Score: Raw -270867.938771 + Penalty 3646.492735 = -267221.446036
  nChanged 35
		SP:Iteration 6Q (38609.780000 sec): 3 clusters
  Score: Raw -270897.150002 + Penalty 3646.492735 = -267250.657267
  nChanged 24
		SP:Iteration 7Q (38609.820000 sec): 3 clusters
  Score: Raw -270916.929451 + Penalty 3646.492735 = -267270.436716
  nChanged 16
		SP:Iteration 8Q (38609.860000 sec): 3 clusters
  Score: Raw -270931.752612 + Penalty 3646.492735 = -267285.259877
  nChanged 13
		SP:Iteration 9Q (38609.900000 sec): 3 clusters
  Score: Raw -270945.949945 + Penalty 3646.492735 = -267299.457210
  nChanged 15
		SP:Iteration 10Q (38609.940000 sec): 3 clusters
  Score: Raw -270960.164210 + Penalty 3646.492735 = -267313.671475
  nChanged 15
		SP:Iteration 11Q (38609.980000 sec): 3 clusters
  Score: Raw -270974.180946 + Penalty 3646.492735 = -267327.688211
  nChanged 12
		SP:Iteration 12Q (38610.020000 sec): 3 clusters
  Score: Raw -270986.909538 + Penalty 3646.492735 = -267340.416803
  nChanged 11
		SP:Iteration 13Q (38610.060000 sec): 3 clusters
  Score: Raw -270996.955829 + Penalty 3646.492735 = -267350.463094
  nChanged 11
		SP:Iteration 14Q (38610.100000 sec): 3 clusters
  Score: Raw -271006.881188 + Penalty 3646.492735 = -267360.388453
  nChanged 15
		SP:Iteration 15Q (38610.140000 sec): 3 clusters
  Score: Raw -271017.850973 + Penalty 3646.492735 = -267371.358238
  nChanged 12
		SP:Iteration 16Q (38610.180000 sec): 3 clusters
  Score: Raw -271027.927667 + Penalty 3646.492735 = -267381.434932
  nChanged 13
		SP:Iteration 17Q (38610.220000 sec): 3 clusters
  Score: Raw -271044.457275 + Penalty 3646.492735 = -267397.964540
  nChanged 11
		SP:Iteration 18Q (38610.260000 sec): 3 clusters
  Score: Raw -271053.733911 + Penalty 3646.492735 = -267407.241175
  nChanged 13
		SP:Iteration 19Q (38610.300000 sec): 3 clusters
  Score: Raw -271069.778814 + Penalty 3646.492735 = -267423.286079
  nChanged 15
		SP:Iteration 20F (38610.340000 sec): 3 clusters
  Score: Raw -271084.227698 + Penalty 3646.492735 = -267437.734963
  nChanged 11
		SP:Iteration 21Q (38610.380000 sec): 3 clusters
  Score: Raw -271095.842943 + Penalty 3646.492735 = -267449.350208
  nChanged 8
		SP:Iteration 22Q (38610.420000 sec): 3 clusters
  Score: Raw -271100.710207 + Penalty 3646.492735 = -267454.217472
  nChanged 5
		SP:Iteration 23Q (38610.460000 sec): 3 clusters
  Score: Raw -271104.434463 + Penalty 3646.492735 = -267457.941728
  nChanged 2
		SP:Iteration 24Q (38610.550000 sec): 3 clusters
  Score: Raw -271106.388931 + Penalty 3646.492735 = -267459.896195
  nChanged 3
		SP:Iteration 25Q (38610.720000 sec): 3 clusters
  Score: Raw -271108.890675 + Penalty 3646.492735 = -267462.397940
  nChanged 2
		SP:Iteration 26Q (38610.900000 sec): 3 clusters
  Score: Raw -271111.808359 + Penalty 3646.492735 = -267465.315624
  nChanged 1
		SP:Iteration 27Q (38611.080000 sec): 3 clusters
  Score: Raw -271112.243728 + Penalty 3646.492735 = -267465.750993
  nChanged 1
		SP:Iteration 28Q (38611.250000 sec): 3 clusters
  Score: Raw -271113.092847 + Penalty 3646.492735 = -267466.600112
  nChanged 1
		SP:Iteration 29Q (38611.430000 sec): 3 clusters
  Score: Raw -271114.472261 + Penalty 3646.492735 = -267467.979526
  nChanged 1
		SP:Iteration 30Q (38611.600000 sec): 3 clusters
  Score: Raw -271115.029038 + Penalty 3646.492735 = -267468.536303
  nChanged 0
		SP:Iteration 31F (38611.780000 sec): 3 clusters
  Score: Raw -271115.029038 + Penalty 3646.492735 = -267468.536303
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38611.860000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38612.030000 sec): 3 clusters
  Score: Raw -59989.683848 + Penalty 2975.472535 = -57014.211314
  nChanged 62
		SP:Iteration 1F (38612.210000 sec): 3 clusters
  Score: Raw -60181.009192 + Penalty 2975.472535 = -57205.536657
  nChanged 25
		SP:Iteration 2F (38612.380000 sec): 3 clusters
  Score: Raw -60313.254053 + Penalty 2975.472535 = -57337.781519
  nChanged 26
		SP:Iteration 3F (38612.560000 sec): 3 clusters
  Score: Raw -60428.731074 + Penalty 2975.472535 = -57453.258539
  nChanged 16
		SP:Iteration 4Q (38612.740000 sec): 3 clusters
  Score: Raw -60514.005904 + Penalty 2975.472535 = -57538.533369
  nChanged 14
		SP:Iteration 5Q (38612.910000 sec): 3 clusters
  Score: Raw -60572.874796 + Penalty 2975.472535 = -57597.402261
  nChanged 4
		SP:Iteration 6Q (38613.090000 sec): 3 clusters
  Score: Raw -60584.133229 + Penalty 2975.472535 = -57608.660694
  nChanged 2
		SP:Iteration 7Q (38613.260000 sec): 3 clusters
  Score: Raw -60591.090038 + Penalty 2975.472535 = -57615.617503
  nChanged 2
		SP:Iteration 8Q (38613.440000 sec): 3 clusters
  Score: Raw -60598.576349 + Penalty 2975.472535 = -57623.103814
  nChanged 4
		SP:Iteration 9Q (38613.620000 sec): 3 clusters
  Score: Raw -60612.302162 + Penalty 2975.472535 = -57636.829627
  nChanged 1
		SP:Iteration 10Q (38613.790000 sec): 3 clusters
  Score: Raw -60613.523814 + Penalty 2975.472535 = -57638.051279
  nChanged 0
		SP:Iteration 11F (38613.970000 sec): 3 clusters
  Score: Raw -60613.523814 + Penalty 2975.472535 = -57638.051279
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38614.060000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38614.080000 sec): 3 clusters
  Score: Raw -185341.368754 + Penalty 3484.225919 = -181857.142835
  nChanged 301
		SP:Iteration 1F (38614.120000 sec): 3 clusters
  Score: Raw -185646.562030 + Penalty 3484.225919 = -182162.336110
  nChanged 83
		SP:Iteration 2F (38614.150000 sec): 3 clusters
  Score: Raw -185758.087321 + Penalty 3484.225919 = -182273.861402
  nChanged 44
		SP:Iteration 3Q (38614.180000 sec): 3 clusters
  Score: Raw -185819.985750 + Penalty 3484.225919 = -182335.759831
  nChanged 34
		SP:Iteration 4Q (38614.210000 sec): 3 clusters
  Score: Raw -185884.356795 + Penalty 3484.225919 = -182400.130876
  nChanged 31
		SP:Iteration 5Q (38614.240000 sec): 3 clusters
  Score: Raw -185943.498333 + Penalty 3484.225919 = -182459.272414
  nChanged 29
		SP:Iteration 6Q (38614.280000 sec): 3 clusters
  Score: Raw -186008.488107 + Penalty 3484.225919 = -182524.262188
  nChanged 31
		SP:Iteration 7Q (38614.310000 sec): 3 clusters
  Score: Raw -186109.332406 + Penalty 3484.225919 = -182625.106487
  nChanged 45
		SP:Iteration 8Q (38614.340000 sec): 3 clusters
  Score: Raw -186204.353231 + Penalty 3484.225919 = -182720.127312
  nChanged 36
		SP:Iteration 9Q (38614.370000 sec): 3 clusters
  Score: Raw -186266.112935 + Penalty 3484.225919 = -182781.887016
  nChanged 19
		SP:Iteration 10Q (38614.400000 sec): 3 clusters
  Score: Raw -186295.901696 + Penalty 3484.225919 = -182811.675777
  nChanged 14
		SP:Iteration 11Q (38614.430000 sec): 3 clusters
  Score: Raw -186329.548052 + Penalty 3484.225919 = -182845.322133
  nChanged 25
		SP:Iteration 12Q (38614.460000 sec): 3 clusters
  Score: Raw -186374.031625 + Penalty 3484.225919 = -182889.805706
  nChanged 20
		SP:Iteration 13Q (38614.490000 sec): 3 clusters
  Score: Raw -186405.680329 + Penalty 3484.225919 = -182921.454410
  nChanged 22
		SP:Iteration 14Q (38614.520000 sec): 3 clusters
  Score: Raw -186442.829645 + Penalty 3484.225919 = -182958.603726
  nChanged 16
		SP:Iteration 15Q (38614.560000 sec): 3 clusters
  Score: Raw -186469.289729 + Penalty 3484.225919 = -182985.063809
  nChanged 11
		SP:Iteration 16Q (38614.590000 sec): 3 clusters
  Score: Raw -186486.724540 + Penalty 3484.225919 = -183002.498621
  nChanged 11
		SP:Iteration 17Q (38614.620000 sec): 3 clusters
  Score: Raw -186499.853596 + Penalty 3484.225919 = -183015.627677
  nChanged 12
		SP:Iteration 18Q (38614.690000 sec): 3 clusters
  Score: Raw -186523.311076 + Penalty 3484.225919 = -183039.085157
  nChanged 11
		SP:Iteration 19Q (38614.720000 sec): 3 clusters
  Score: Raw -186539.031314 + Penalty 3484.225919 = -183054.805395
  nChanged 8
		SP:Iteration 20F (38614.750000 sec): 3 clusters
  Score: Raw -186550.426738 + Penalty 3484.225919 = -183066.200819
  nChanged 6
		SP:Iteration 21Q (38614.780000 sec): 3 clusters
  Score: Raw -186561.122580 + Penalty 3484.225919 = -183076.896661
  nChanged 7
		SP:Iteration 22Q (38614.820000 sec): 3 clusters
  Score: Raw -186570.944666 + Penalty 3484.225919 = -183086.718747
  nChanged 7
		SP:Iteration 23Q (38614.850000 sec): 3 clusters
  Score: Raw -186586.592582 + Penalty 3484.225919 = -183102.366663
  nChanged 10
		SP:Iteration 24Q (38614.880000 sec): 3 clusters
  Score: Raw -186609.745327 + Penalty 3484.225919 = -183125.519407
  nChanged 13
		SP:Iteration 25Q (38614.910000 sec): 3 clusters
  Score: Raw -186638.621943 + Penalty 3484.225919 = -183154.396024
  nChanged 11
		SP:Iteration 26Q (38614.940000 sec): 3 clusters
  Score: Raw -186658.743282 + Penalty 3484.225919 = -183174.517363
  nChanged 9
		SP:Iteration 27Q (38614.970000 sec): 3 clusters
  Score: Raw -186674.683809 + Penalty 3484.225919 = -183190.457890
  nChanged 8
		SP:Iteration 28Q (38615.000000 sec): 3 clusters
  Score: Raw -186687.383089 + Penalty 3484.225919 = -183203.157170
  nChanged 5
		SP:Iteration 29Q (38615.030000 sec): 3 clusters
  Score: Raw -186692.777769 + Penalty 3484.225919 = -183208.551850
  nChanged 3
		SP:Iteration 30Q (38615.060000 sec): 3 clusters
  Score: Raw -186696.405713 + Penalty 3484.225919 = -183212.179794
  nChanged 4
		SP:Iteration 31Q (38615.090000 sec): 3 clusters
  Score: Raw -186701.989818 + Penalty 3484.225919 = -183217.763899
  nChanged 2
		SP:Iteration 32Q (38615.120000 sec): 3 clusters
  Score: Raw -186706.345802 + Penalty 3484.225919 = -183222.119883
  nChanged 2
		SP:Iteration 33Q (38615.240000 sec): 3 clusters
  Score: Raw -186707.870073 + Penalty 3484.225919 = -183223.644154
  nChanged 2
		SP:Iteration 34Q (38615.270000 sec): 3 clusters
  Score: Raw -186710.888596 + Penalty 3484.225919 = -183226.662677
  nChanged 4
		SP:Iteration 35Q (38615.300000 sec): 3 clusters
  Score: Raw -186716.141652 + Penalty 3484.225919 = -183231.915733
  nChanged 2
		SP:Iteration 36Q (38615.330000 sec): 3 clusters
  Score: Raw -186718.050603 + Penalty 3484.225919 = -183233.824684
  nChanged 0
		SP:Iteration 37F (38615.360000 sec): 3 clusters
  Score: Raw -186718.050603 + Penalty 3484.225919 = -183233.824684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38616.080000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38617.140000 sec): 3 clusters
  Score: Raw -19044184.689909 + Penalty 5708.960592 = -19038475.729317
  nChanged 46965
		SP:Iteration 1F (38618.200000 sec): 3 clusters
  Score: Raw -19070967.583768 + Penalty 5708.960592 = -19065258.623176
  nChanged 3433
		SP:Iteration 2Q (38619.310000 sec): 3 clusters
  Score: Raw -19071884.976140 + Penalty 5708.960592 = -19066176.015548
  nChanged 3976
		SP:Iteration 3Q (38620.420000 sec): 3 clusters
  Score: Raw -19073166.378568 + Penalty 5708.960592 = -19067457.417976
  nChanged 4651
		SP:Iteration 4Q (38621.480000 sec): 3 clusters
  Score: Raw -19075039.963469 + Penalty 5708.960592 = -19069331.002877
  nChanged 5803
		SP:Iteration 5F (38622.540000 sec): 3 clusters
  Score: Raw -19078075.180795 + Penalty 5708.960592 = -19072366.220203
  nChanged 7215
		SP:Iteration 6F (38623.520000 sec): 3 clusters
  Score: Raw -19082845.101824 + Penalty 5708.960592 = -19077136.141232
  nChanged 7842
		SP:Iteration 7F (38624.550000 sec): 3 clusters
  Score: Raw -19089035.858554 + Penalty 5708.960592 = -19083326.897962
  nChanged 7367
		SP:Iteration 8F (38625.610000 sec): 3 clusters
  Score: Raw -19095625.745816 + Penalty 5708.960592 = -19089916.785224
  nChanged 5723
		SP:Iteration 9F (38626.630000 sec): 3 clusters
  Score: Raw -19101407.371774 + Penalty 5708.960592 = -19095698.411182
  nChanged 3313
		SP:Iteration 10Q (38627.680000 sec): 3 clusters
  Score: Raw -19105110.485135 + Penalty 5708.960592 = -19099401.524543
  nChanged 1469
		SP:Iteration 11Q (38628.660000 sec): 3 clusters
  Score: Raw -19106766.371581 + Penalty 5708.960592 = -19101057.410989
  nChanged 883
		SP:Iteration 12Q (38629.610000 sec): 3 clusters
  Score: Raw -19107477.994339 + Penalty 5708.960592 = -19101769.033748
  nChanged 522
		SP:Iteration 13Q (38630.500000 sec): 3 clusters
  Score: Raw -19107754.152361 + Penalty 5708.960592 = -19102045.191769
  nChanged 304
		SP:Iteration 14Q (38631.360000 sec): 3 clusters
  Score: Raw -19107897.013273 + Penalty 5708.960592 = -19102188.052681
  nChanged 247
		SP:Iteration 15Q (38632.250000 sec): 3 clusters
  Score: Raw -19107997.961703 + Penalty 5708.960592 = -19102289.001111
  nChanged 178
		SP:Iteration 16Q (38633.120000 sec): 3 clusters
  Score: Raw -19108068.378270 + Penalty 5708.960592 = -19102359.417678
  nChanged 142
		SP:Iteration 17Q (38633.950000 sec): 3 clusters
  Score: Raw -19108117.301062 + Penalty 5708.960592 = -19102408.340470
  nChanged 100
		SP:Iteration 18Q (38634.840000 sec): 3 clusters
  Score: Raw -19108152.289550 + Penalty 5708.960592 = -19102443.328958
  nChanged 90
		SP:Iteration 19Q (38635.740000 sec): 3 clusters
  Score: Raw -19108181.826383 + Penalty 5708.960592 = -19102472.865791
  nChanged 76
		SP:Iteration 20F (38636.730000 sec): 3 clusters
  Score: Raw -19108205.618593 + Penalty 5708.960592 = -19102496.658001
  nChanged 62
		SP:Iteration 21Q (38637.600000 sec): 3 clusters
  Score: Raw -19108225.414975 + Penalty 5708.960592 = -19102516.454383
  nChanged 70
		SP:Iteration 22Q (38638.530000 sec): 3 clusters
  Score: Raw -19108246.059114 + Penalty 5708.960592 = -19102537.098522
  nChanged 61
		SP:Iteration 23Q (38639.400000 sec): 3 clusters
  Score: Raw -19108263.624250 + Penalty 5708.960592 = -19102554.663659
  nChanged 55
		SP:Iteration 24Q (38640.320000 sec): 3 clusters
  Score: Raw -19108281.499061 + Penalty 5708.960592 = -19102572.538469
  nChanged 60
		SP:Iteration 25Q (38641.240000 sec): 3 clusters
  Score: Raw -19108300.003325 + Penalty 5708.960592 = -19102591.042733
  nChanged 48
		SP:Iteration 26Q (38642.210000 sec): 3 clusters
  Score: Raw -19108314.115410 + Penalty 5708.960592 = -19102605.154818
  nChanged 41
		SP:Iteration 27Q (38643.120000 sec): 3 clusters
  Score: Raw -19108327.714030 + Penalty 5708.960592 = -19102618.753438
  nChanged 38
		SP:Iteration 28Q (38644.030000 sec): 3 clusters
  Score: Raw -19108340.215721 + Penalty 5708.960592 = -19102631.255129
  nChanged 32
		SP:Iteration 29Q (38644.950000 sec): 3 clusters
  Score: Raw -19108350.332105 + Penalty 5708.960592 = -19102641.371513
  nChanged 32
		SP:Iteration 30Q (38645.810000 sec): 3 clusters
  Score: Raw -19108360.220438 + Penalty 5708.960592 = -19102651.259846
  nChanged 29
		SP:Iteration 31Q (38646.730000 sec): 3 clusters
  Score: Raw -19108368.568011 + Penalty 5708.960592 = -19102659.607419
  nChanged 25
		SP:Iteration 32Q (38647.640000 sec): 3 clusters
  Score: Raw -19108375.073758 + Penalty 5708.960592 = -19102666.113166
  nChanged 17
		SP:Iteration 33Q (38648.540000 sec): 3 clusters
  Score: Raw -19108380.394291 + Penalty 5708.960592 = -19102671.433699
  nChanged 28
		SP:Iteration 34Q (38649.470000 sec): 3 clusters
  Score: Raw -19108388.848336 + Penalty 5708.960592 = -19102679.887744
  nChanged 18
		SP:Iteration 35Q (38650.380000 sec): 3 clusters
  Score: Raw -19108393.061750 + Penalty 5708.960592 = -19102684.101158
  nChanged 13
		SP:Iteration 36Q (38651.290000 sec): 3 clusters
  Score: Raw -19108396.392605 + Penalty 5708.960592 = -19102687.432013
  nChanged 16
		SP:Iteration 37Q (38652.210000 sec): 3 clusters
  Score: Raw -19108399.978531 + Penalty 5708.960592 = -19102691.017939
  nChanged 12
		SP:Iteration 38Q (38653.050000 sec): 3 clusters
  Score: Raw -19108402.904123 + Penalty 5708.960592 = -19102693.943531
  nChanged 10
		SP:Iteration 39Q (38653.990000 sec): 3 clusters
  Score: Raw -19108406.222290 + Penalty 5708.960592 = -19102697.261698
  nChanged 10
		SP:Iteration 40F (38654.970000 sec): 3 clusters
  Score: Raw -19108408.867483 + Penalty 5708.960592 = -19102699.906891
  nChanged 9
		SP:Iteration 41Q (38655.850000 sec): 3 clusters
  Score: Raw -19108411.398864 + Penalty 5708.960592 = -19102702.438272
  nChanged 8
		SP:Iteration 42Q (38656.720000 sec): 3 clusters
  Score: Raw -19108413.967381 + Penalty 5708.960592 = -19102705.006789
  nChanged 5
		SP:Iteration 43Q (38657.550000 sec): 3 clusters
  Score: Raw -19108415.238825 + Penalty 5708.960592 = -19102706.278233
  nChanged 7
		SP:Iteration 44Q (38658.470000 sec): 3 clusters
  Score: Raw -19108416.847813 + Penalty 5708.960592 = -19102707.887221
  nChanged 7
		SP:Iteration 45Q (38659.380000 sec): 3 clusters
  Score: Raw -19108418.682618 + Penalty 5708.960592 = -19102709.722026
  nChanged 7
		SP:Iteration 46Q (38660.290000 sec): 3 clusters
  Score: Raw -19108420.648502 + Penalty 5708.960592 = -19102711.687910
  nChanged 8
		SP:Iteration 47Q (38661.240000 sec): 3 clusters
  Score: Raw -19108423.117137 + Penalty 5708.960592 = -19102714.156545
  nChanged 9
		SP:Iteration 48Q (38662.150000 sec): 3 clusters
  Score: Raw -19108425.726876 + Penalty 5708.960592 = -19102716.766284
  nChanged 10
		SP:Iteration 49Q (38663.070000 sec): 3 clusters
  Score: Raw -19108428.369636 + Penalty 5708.960592 = -19102719.409044
  nChanged 5
		SP:Iteration 50Q (38663.880000 sec): 3 clusters
  Score: Raw -19108429.835212 + Penalty 5708.960592 = -19102720.874620
  nChanged 6
		SP:Iteration 51Q (38664.850000 sec): 3 clusters
  Score: Raw -19108431.085846 + Penalty 5708.960592 = -19102722.125254
  nChanged 3
		SP:Iteration 52Q (38665.760000 sec): 3 clusters
  Score: Raw -19108431.907313 + Penalty 5708.960592 = -19102722.946721
  nChanged 3
		SP:Iteration 53Q (38666.660000 sec): 3 clusters
  Score: Raw -19108432.327976 + Penalty 5708.960592 = -19102723.367384
  nChanged 5
		SP:Iteration 54Q (38667.590000 sec): 3 clusters
  Score: Raw -19108433.887014 + Penalty 5708.960592 = -19102724.926422
  nChanged 7
		SP:Iteration 55Q (38668.510000 sec): 3 clusters
  Score: Raw -19108436.178149 + Penalty 5708.960592 = -19102727.217557
  nChanged 7
		SP:Iteration 56Q (38669.420000 sec): 3 clusters
  Score: Raw -19108438.035018 + Penalty 5708.960592 = -19102729.074426
  nChanged 6
		SP:Iteration 57Q (38670.350000 sec): 3 clusters
  Score: Raw -19108439.976926 + Penalty 5708.960592 = -19102731.016334
  nChanged 6
		SP:Iteration 58Q (38671.290000 sec): 3 clusters
  Score: Raw -19108441.577248 + Penalty 5708.960592 = -19102732.616657
  nChanged 6
		SP:Iteration 59Q (38672.250000 sec): 3 clusters
  Score: Raw -19108443.207834 + Penalty 5708.960592 = -19102734.247242
  nChanged 3
		SP:Iteration 60F (38673.280000 sec): 3 clusters
  Score: Raw -19108443.847406 + Penalty 5708.960592 = -19102734.886814
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38673.320000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38673.490000 sec): 3 clusters
  Score: Raw -50654.694407 + Penalty 2829.076107 = -47825.618300
  nChanged 22
		SP:Iteration 1F (38673.670000 sec): 3 clusters
  Score: Raw -50730.616367 + Penalty 2829.076107 = -47901.540259
  nChanged 11
		SP:Iteration 2Q (38673.850000 sec): 3 clusters
  Score: Raw -50760.325635 + Penalty 2829.076107 = -47931.249528
  nChanged 4
		SP:Iteration 3Q (38674.020000 sec): 3 clusters
  Score: Raw -50775.633811 + Penalty 2829.076107 = -47946.557704
  nChanged 2
		SP:Iteration 4Q (38674.200000 sec): 3 clusters
  Score: Raw -50780.237210 + Penalty 2829.076107 = -47951.161102
  nChanged 1
		SP:Iteration 5Q (38674.370000 sec): 3 clusters
  Score: Raw -50786.127759 + Penalty 2829.076107 = -47957.051652
  nChanged 2
		SP:Iteration 6Q (38674.550000 sec): 3 clusters
  Score: Raw -50791.061487 + Penalty 2829.076107 = -47961.985379
  nChanged 0
		SP:Iteration 7F (38674.720000 sec): 3 clusters
  Score: Raw -50791.061487 + Penalty 2829.076107 = -47961.985379
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38674.810000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38674.990000 sec): 3 clusters
  Score: Raw -27348.717818 + Penalty 2570.164641 = -24778.553177
  nChanged 17
		SP:Iteration 1F (38675.160000 sec): 3 clusters
  Score: Raw -27434.630233 + Penalty 2570.164641 = -24864.465592
  nChanged 2
		SP:Iteration 2Q (38675.340000 sec): 3 clusters
  Score: Raw -27447.959464 + Penalty 2570.164641 = -24877.794823
  nChanged 0
		SP:Iteration 3F (38675.520000 sec): 3 clusters
  Score: Raw -27447.959464 + Penalty 2570.164641 = -24877.794823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38675.600000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38675.780000 sec): 3 clusters
  Score: Raw -48012.245536 + Penalty 2810.547637 = -45201.697898
  nChanged 31
		SP:Iteration 1F (38675.960000 sec): 3 clusters
  Score: Raw -48094.791957 + Penalty 2810.547637 = -45284.244320
  nChanged 7
		SP:Iteration 2Q (38676.130000 sec): 3 clusters
  Score: Raw -48123.028626 + Penalty 2810.547637 = -45312.480989
  nChanged 4
		SP:Iteration 3Q (38676.310000 sec): 3 clusters
  Score: Raw -48139.046859 + Penalty 2810.547637 = -45328.499222
  nChanged 3
		SP:Iteration 4Q (38676.480000 sec): 3 clusters
  Score: Raw -48150.558169 + Penalty 2810.547637 = -45340.010531
  nChanged 0
		SP:Iteration 5F (38676.660000 sec): 3 clusters
  Score: Raw -48150.558169 + Penalty 2810.547637 = -45340.010531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38676.750000 sec): 2 clusters
  Score: Raw -151066.405617 + Penalty 1690.821982 = -149375.583635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38676.920000 sec): 3 clusters
  Score: Raw -150957.585024 + Penalty 3381.643963 = -147575.941061
  nChanged 231
		SP:Iteration 1F (38677.100000 sec): 3 clusters
  Score: Raw -151324.694745 + Penalty 3381.643963 = -147943.050781
  nChanged 82
		SP:Iteration 2F (38677.280000 sec): 3 clusters
  Score: Raw -151545.171743 + Penalty 3381.643963 = -148163.527780
  nChanged 66
		SP:Iteration 3F (38677.450000 sec): 3 clusters
  Score: Raw -151731.784439 + Penalty 3381.643963 = -148350.140476
  nChanged 58
		SP:Iteration 4F (38677.630000 sec): 3 clusters
  Score: Raw -151918.721720 + Penalty 3381.643963 = -148537.077756
  nChanged 42
		SP:Iteration 5Q (38677.800000 sec): 3 clusters
  Score: Raw -152106.418374 + Penalty 3381.643963 = -148724.774411
  nChanged 37
		SP:Iteration 6Q (38677.980000 sec): 3 clusters
  Score: Raw -152268.577819 + Penalty 3381.643963 = -148886.933856
  nChanged 31
		SP:Iteration 7Q (38678.160000 sec): 3 clusters
  Score: Raw -152399.823097 + Penalty 3381.643963 = -149018.179134
  nChanged 25
		SP:Iteration 8Q (38678.330000 sec): 3 clusters
  Score: Raw -152474.165544 + Penalty 3381.643963 = -149092.521581
  nChanged 14
		SP:Iteration 9Q (38678.510000 sec): 3 clusters
  Score: Raw -152511.461673 + Penalty 3381.643963 = -149129.817709
  nChanged 16
		SP:Iteration 10Q (38678.680000 sec): 3 clusters
  Score: Raw -152562.535874 + Penalty 3381.643963 = -149180.891911
  nChanged 9
		SP:Iteration 11Q (38678.850000 sec): 3 clusters
  Score: Raw -152579.890027 + Penalty 3381.643963 = -149198.246063
  nChanged 4
		SP:Iteration 12Q (38679.030000 sec): 3 clusters
  Score: Raw -152592.534369 + Penalty 3381.643963 = -149210.890406
  nChanged 7
		SP:Iteration 13Q (38679.200000 sec): 3 clusters
  Score: Raw -152618.753420 + Penalty 3381.643963 = -149237.109457
  nChanged 8
		SP:Iteration 14Q (38679.380000 sec): 3 clusters
  Score: Raw -152639.468883 + Penalty 3381.643963 = -149257.824919
  nChanged 3
		SP:Iteration 15Q (38679.560000 sec): 3 clusters
  Score: Raw -152663.205271 + Penalty 3381.643963 = -149281.561308
  nChanged 3
		SP:Iteration 16Q (38679.730000 sec): 3 clusters
  Score: Raw -152676.369505 + Penalty 3381.643963 = -149294.725542
  nChanged 4
		SP:Iteration 17Q (38679.900000 sec): 3 clusters
  Score: Raw -152685.534273 + Penalty 3381.643963 = -149303.890309
  nChanged 2
		SP:Iteration 18Q (38680.080000 sec): 3 clusters
  Score: Raw -152688.280248 + Penalty 3381.643963 = -149306.636285
  nChanged 2
		SP:Iteration 19Q (38680.260000 sec): 3 clusters
  Score: Raw -152692.553681 + Penalty 3381.643963 = -149310.909718
  nChanged 2
		SP:Iteration 20F (38680.430000 sec): 3 clusters
  Score: Raw -152698.681754 + Penalty 3381.643963 = -149317.037791
  nChanged 4
		SP:Iteration 21Q (38680.610000 sec): 3 clusters
  Score: Raw -152717.115558 + Penalty 3381.643963 = -149335.471595
  nChanged 4
		SP:Iteration 22Q (38680.780000 sec): 3 clusters
  Score: Raw -152737.308365 + Penalty 3381.643963 = -149355.664401
  nChanged 10
		SP:Iteration 23Q (38680.960000 sec): 3 clusters
  Score: Raw -152796.980385 + Penalty 3381.643963 = -149415.336421
  nChanged 5
		SP:Iteration 24Q (38681.140000 sec): 3 clusters
  Score: Raw -152812.285087 + Penalty 3381.643963 = -149430.641123
  nChanged 5
		SP:Iteration 25Q (38681.310000 sec): 3 clusters
  Score: Raw -152822.186832 + Penalty 3381.643963 = -149440.542869
  nChanged 4
		SP:Iteration 26Q (38681.490000 sec): 3 clusters
  Score: Raw -152828.352606 + Penalty 3381.643963 = -149446.708643
  nChanged 3
		SP:Iteration 27Q (38681.660000 sec): 3 clusters
  Score: Raw -152832.634167 + Penalty 3381.643963 = -149450.990204
  nChanged 1
		SP:Iteration 28Q (38681.840000 sec): 3 clusters
  Score: Raw -152833.888615 + Penalty 3381.643963 = -149452.244651
  nChanged 2
		SP:Iteration 29Q (38682.020000 sec): 3 clusters
  Score: Raw -152836.982704 + Penalty 3381.643963 = -149455.338741
  nChanged 0
		SP:Iteration 30F (38682.190000 sec): 3 clusters
  Score: Raw -152836.982704 + Penalty 3381.643963 = -149455.338741
  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 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38682.280000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38682.460000 sec): 3 clusters
  Score: Raw -45020.018113 + Penalty 2927.706133 = -42092.311979
  nChanged 57
		SP:Iteration 1F (38682.630000 sec): 3 clusters
  Score: Raw -45163.537575 + Penalty 2927.706133 = -42235.831442
  nChanged 28
		SP:Iteration 2F (38682.810000 sec): 3 clusters
  Score: Raw -45287.782531 + Penalty 2927.706133 = -42360.076397
  nChanged 24
		SP:Iteration 3F (38682.980000 sec): 3 clusters
  Score: Raw -45377.751948 + Penalty 2927.706133 = -42450.045815
  nChanged 17
		SP:Iteration 4Q (38683.160000 sec): 3 clusters
  Score: Raw -45452.217071 + Penalty 2927.706133 = -42524.510937
  nChanged 6
		SP:Iteration 5Q (38683.340000 sec): 3 clusters
  Score: Raw -45488.676048 + Penalty 2927.706133 = -42560.969915
  nChanged 5
		SP:Iteration 6Q (38683.510000 sec): 3 clusters
  Score: Raw -45513.089368 + Penalty 2927.706133 = -42585.383235
  nChanged 3
		SP:Iteration 7Q (38683.690000 sec): 3 clusters
  Score: Raw -45523.682482 + Penalty 2927.706133 = -42595.976349
  nChanged 2
		SP:Iteration 8Q (38683.860000 sec): 3 clusters
  Score: Raw -45529.198450 + Penalty 2927.706133 = -42601.492316
  nChanged 2
		SP:Iteration 9Q (38684.040000 sec): 3 clusters
  Score: Raw -45550.075097 + Penalty 2927.706133 = -42622.368963
  nChanged 2
		SP:Iteration 10Q (38684.220000 sec): 3 clusters
  Score: Raw -45556.744611 + Penalty 2927.706133 = -42629.038477
  nChanged 0
		SP:Iteration 11F (38684.390000 sec): 3 clusters
  Score: Raw -45556.744611 + Penalty 2927.706133 = -42629.038477
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38684.560000 sec): 2 clusters
  Score: Raw -2769859.789729 + Penalty 2403.024125 = -2767456.765604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38684.850000 sec): 3 clusters
  Score: Raw -2760755.449089 + Penalty 4806.048250 = -2755949.400839
  nChanged 6907
		SP:Iteration 1F (38685.130000 sec): 3 clusters
  Score: Raw -2764481.092173 + Penalty 4806.048250 = -2759675.043923
  nChanged 880
		SP:Iteration 2F (38685.350000 sec): 3 clusters
  Score: Raw -2764854.027860 + Penalty 4806.048250 = -2760047.979610
  nChanged 763
		SP:Iteration 3Q (38685.650000 sec): 3 clusters
  Score: Raw -2765155.844706 + Penalty 4806.048250 = -2760349.796456
  nChanged 657
		SP:Iteration 4Q (38685.960000 sec): 3 clusters
  Score: Raw -2765413.034695 + Penalty 4806.048250 = -2760606.986445
  nChanged 643
		SP:Iteration 5Q (38686.280000 sec): 3 clusters
  Score: Raw -2765690.899727 + Penalty 4806.048250 = -2760884.851477
  nChanged 639
		SP:Iteration 6Q (38686.570000 sec): 3 clusters
  Score: Raw -2765996.537104 + Penalty 4806.048250 = -2761190.488854
  nChanged 687
		SP:Iteration 7Q (38686.860000 sec): 3 clusters
  Score: Raw -2766361.624659 + Penalty 4806.048250 = -2761555.576409
  nChanged 740
		SP:Iteration 8Q (38687.160000 sec): 3 clusters
  Score: Raw -2766819.635660 + Penalty 4806.048250 = -2762013.587410
  nChanged 781
		SP:Iteration 9Q (38687.470000 sec): 3 clusters
  Score: Raw -2767340.297553 + Penalty 4806.048250 = -2762534.249303
  nChanged 803
		SP:Iteration 10Q (38687.770000 sec): 3 clusters
  Score: Raw -2767921.189184 + Penalty 4806.048250 = -2763115.140934
  nChanged 771
		SP:Iteration 11Q (38688.080000 sec): 3 clusters
  Score: Raw -2768557.066327 + Penalty 4806.048250 = -2763751.018077
  nChanged 686
		SP:Iteration 12Q (38688.390000 sec): 3 clusters
  Score: Raw -2769161.383464 + Penalty 4806.048250 = -2764355.335214
  nChanged 522
		SP:Iteration 13Q (38688.700000 sec): 3 clusters
  Score: Raw -2769633.030067 + Penalty 4806.048250 = -2764826.981817
  nChanged 293
		SP:Iteration 14Q (38689.010000 sec): 3 clusters
  Score: Raw -2769900.513719 + Penalty 4806.048250 = -2765094.465469
  nChanged 176
		SP:Iteration 15Q (38689.320000 sec): 3 clusters
  Score: Raw -2770060.000241 + Penalty 4806.048250 = -2765253.951991
  nChanged 106
		SP:Iteration 16Q (38689.630000 sec): 3 clusters
  Score: Raw -2770146.696869 + Penalty 4806.048250 = -2765340.648619
  nChanged 72
		SP:Iteration 17Q (38689.890000 sec): 3 clusters
  Score: Raw -2770210.061463 + Penalty 4806.048250 = -2765404.013213
  nChanged 56
		SP:Iteration 18Q (38690.160000 sec): 3 clusters
  Score: Raw -2770255.637946 + Penalty 4806.048250 = -2765449.589696
  nChanged 40
		SP:Iteration 19Q (38690.420000 sec): 3 clusters
  Score: Raw -2770296.278136 + Penalty 4806.048250 = -2765490.229886
  nChanged 31
		SP:Iteration 20F (38690.730000 sec): 3 clusters
  Score: Raw -2770319.287021 + Penalty 4806.048250 = -2765513.238771
  nChanged 23
		SP:Iteration 21Q (38691.090000 sec): 3 clusters
  Score: Raw -2770337.219259 + Penalty 4806.048250 = -2765531.171009
  nChanged 18
		SP:Iteration 22Q (38691.350000 sec): 3 clusters
  Score: Raw -2770354.673791 + Penalty 4806.048250 = -2765548.625541
  nChanged 16
		SP:Iteration 23Q (38691.620000 sec): 3 clusters
  Score: Raw -2770367.761193 + Penalty 4806.048250 = -2765561.712943
  nChanged 14
		SP:Iteration 24Q (38691.890000 sec): 3 clusters
  Score: Raw -2770377.258636 + Penalty 4806.048250 = -2765571.210386
  nChanged 10
		SP:Iteration 25Q (38692.150000 sec): 3 clusters
  Score: Raw -2770386.223187 + Penalty 4806.048250 = -2765580.174937
  nChanged 10
		SP:Iteration 26Q (38692.410000 sec): 3 clusters
  Score: Raw -2770397.694714 + Penalty 4806.048250 = -2765591.646464
  nChanged 10
		SP:Iteration 27Q (38692.680000 sec): 3 clusters
  Score: Raw -2770404.586465 + Penalty 4806.048250 = -2765598.538215
  nChanged 7
		SP:Iteration 28Q (38692.950000 sec): 3 clusters
  Score: Raw -2770410.202909 + Penalty 4806.048250 = -2765604.154659
  nChanged 11
		SP:Iteration 29Q (38693.210000 sec): 3 clusters
  Score: Raw -2770416.891885 + Penalty 4806.048250 = -2765610.843635
  nChanged 5
		SP:Iteration 30Q (38693.480000 sec): 3 clusters
  Score: Raw -2770420.142801 + Penalty 4806.048250 = -2765614.094551
  nChanged 4
		SP:Iteration 31Q (38693.750000 sec): 3 clusters
  Score: Raw -2770423.420679 + Penalty 4806.048250 = -2765617.372429
  nChanged 3
		SP:Iteration 32Q (38694.010000 sec): 3 clusters
  Score: Raw -2770425.646552 + Penalty 4806.048250 = -2765619.598302
  nChanged 2
		SP:Iteration 33Q (38694.280000 sec): 3 clusters
  Score: Raw -2770426.451022 + Penalty 4806.048250 = -2765620.402772
  nChanged 1
		SP:Iteration 34Q (38694.540000 sec): 3 clusters
  Score: Raw -2770427.903141 + Penalty 4806.048250 = -2765621.854891
  nChanged 0
		SP:Iteration 35F (38694.850000 sec): 3 clusters
  Score: Raw -2770427.903141 + Penalty 4806.048250 = -2765621.854891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38694.940000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38695.110000 sec): 3 clusters
  Score: Raw -18898.127957 + Penalty 2686.385799 = -16211.742157
  nChanged 30
		SP:Iteration 1F (38695.290000 sec): 3 clusters
  Score: Raw -19060.596204 + Penalty 2686.385799 = -16374.210404
  nChanged 14
		SP:Iteration 2F (38695.470000 sec): 3 clusters
  Score: Raw -19162.700998 + Penalty 2686.385799 = -16476.315198
  nChanged 10
		SP:Iteration 3Q (38695.640000 sec): 3 clusters
  Score: Raw -19199.998808 + Penalty 2686.385799 = -16513.613008
  nChanged 6
		SP:Iteration 4Q (38695.820000 sec): 3 clusters
  Score: Raw -19240.733038 + Penalty 2686.385799 = -16554.347239
  nChanged 6
		SP:Iteration 5Q (38695.990000 sec): 3 clusters
  Score: Raw -19293.033539 + Penalty 2686.385799 = -16606.647739
  nChanged 4
		SP:Iteration 6Q (38696.170000 sec): 3 clusters
  Score: Raw -19323.191905 + Penalty 2686.385799 = -16636.806105
  nChanged 4
		SP:Iteration 7Q (38696.350000 sec): 3 clusters
  Score: Raw -19372.412050 + Penalty 2686.385799 = -16686.026251
  nChanged 3
		SP:Iteration 8Q (38696.520000 sec): 3 clusters
  Score: Raw -19388.776424 + Penalty 2686.385799 = -16702.390625
  nChanged 1
		SP:Iteration 9Q (38696.700000 sec): 3 clusters
  Score: Raw -19428.685901 + Penalty 2686.385799 = -16742.300101
  nChanged 1
		SP:Iteration 10Q (38696.870000 sec): 3 clusters
  Score: Raw -19432.850736 + Penalty 2686.385799 = -16746.464936
  nChanged 0
		SP:Iteration 11F (38697.050000 sec): 3 clusters
  Score: Raw -19432.850736 + Penalty 2686.385799 = -16746.464936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38697.140000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38697.310000 sec): 3 clusters
  Score: Raw -25065.739897 + Penalty 2575.706598 = -22490.033299
  nChanged 12
		SP:Iteration 1F (38697.490000 sec): 3 clusters
  Score: Raw -25129.308424 + Penalty 2575.706598 = -22553.601826
  nChanged 2
		SP:Iteration 2Q (38697.670000 sec): 3 clusters
  Score: Raw -25140.497457 + Penalty 2575.706598 = -22564.790859
  nChanged 1
		SP:Iteration 3Q (38697.840000 sec): 3 clusters
  Score: Raw -25144.235632 + Penalty 2575.706598 = -22568.529034
  nChanged 1
		SP:Iteration 4Q (38698.020000 sec): 3 clusters
  Score: Raw -25149.806691 + Penalty 2575.706598 = -22574.100093
  nChanged 0
		SP:Iteration 5F (38698.190000 sec): 3 clusters
  Score: Raw -25149.806691 + Penalty 2575.706598 = -22574.100093
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38698.280000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38698.460000 sec): 3 clusters
  Score: Raw -20166.396918 + Penalty 2544.429763 = -17621.967156
  nChanged 19
		SP:Iteration 1F (38698.630000 sec): 3 clusters
  Score: Raw -20345.804254 + Penalty 2544.429763 = -17801.374491
  nChanged 15
		SP:Iteration 2F (38698.810000 sec): 3 clusters
  Score: Raw -20492.386006 + Penalty 2544.429763 = -17947.956244
  nChanged 3
		SP:Iteration 3Q (38698.990000 sec): 3 clusters
  Score: Raw -20509.871089 + Penalty 2544.429763 = -17965.441327
  nChanged 1
		SP:Iteration 4Q (38699.160000 sec): 3 clusters
  Score: Raw -20515.264194 + Penalty 2544.429763 = -17970.834431
  nChanged 3
		SP:Iteration 5Q (38699.330000 sec): 3 clusters
  Score: Raw -20535.584418 + Penalty 2544.429763 = -17991.154655
  nChanged 4
		SP:Iteration 6Q (38699.370000 sec): 3 clusters
  Score: Raw -20561.860890 + Penalty 2544.429763 = -18017.431127
  nChanged 0
		SP:Iteration 7F (38699.510000 sec): 3 clusters
  Score: Raw -20567.711010 + Penalty 2544.429763 = -18023.281247
  nChanged 1
		SP:Iteration 8Q (38699.690000 sec): 3 clusters
  Score: Raw -20576.906684 + Penalty 2544.429763 = -18032.476922
  nChanged 1
		SP:Iteration 9Q (38699.860000 sec): 3 clusters
  Score: Raw -20624.893716 + Penalty 2544.429763 = -18080.463953
  nChanged 1
		SP:Iteration 10Q (38699.990000 sec): 3 clusters
  Score: Raw -20656.191329 + Penalty 2544.429763 = -18111.761567
  nChanged 0
		SP:Iteration 11F (38700.170000 sec): 3 clusters
  Score: Raw -20656.191329 + Penalty 2544.429763 = -18111.761567
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38700.260000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38700.430000 sec): 3 clusters
  Score: Raw -72023.621380 + Penalty 2992.410766 = -69031.210614
  nChanged 52
		SP:Iteration 1F (38700.610000 sec): 3 clusters
  Score: Raw -72137.315953 + Penalty 2992.410766 = -69144.905187
  nChanged 9
		SP:Iteration 2Q (38700.790000 sec): 3 clusters
  Score: Raw -72161.059300 + Penalty 2992.410766 = -69168.648534
  nChanged 4
		SP:Iteration 3Q (38700.960000 sec): 3 clusters
  Score: Raw -72176.271146 + Penalty 2992.410766 = -69183.860380
  nChanged 1
		SP:Iteration 4Q (38701.140000 sec): 3 clusters
  Score: Raw -72178.816191 + Penalty 2992.410766 = -69186.405425
  nChanged 1
		SP:Iteration 5Q (38701.310000 sec): 3 clusters
  Score: Raw -72183.612261 + Penalty 2992.410766 = -69191.201495
  nChanged 1
		SP:Iteration 6Q (38701.490000 sec): 3 clusters
  Score: Raw -72187.927716 + Penalty 2992.410766 = -69195.516950
  nChanged 0
		SP:Iteration 7F (38701.650000 sec): 3 clusters
  Score: Raw -72187.927716 + Penalty 2992.410766 = -69195.516950
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38701.900000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38702.240000 sec): 3 clusters
  Score: Raw -3694383.031446 + Penalty 4939.930361 = -3689443.101085
  nChanged 9326
		SP:Iteration 1F (38702.580000 sec): 3 clusters
  Score: Raw -3699527.101752 + Penalty 4939.930361 = -3694587.171391
  nChanged 1163
		SP:Iteration 2F (38702.920000 sec): 3 clusters
  Score: Raw -3700006.561178 + Penalty 4939.930361 = -3695066.630817
  nChanged 1023
		SP:Iteration 3Q (38703.300000 sec): 3 clusters
  Score: Raw -3700424.362690 + Penalty 4939.930361 = -3695484.432329
  nChanged 925
		SP:Iteration 4Q (38703.640000 sec): 3 clusters
  Score: Raw -3700779.628178 + Penalty 4939.930361 = -3695839.697817
  nChanged 839
		SP:Iteration 5Q (38703.970000 sec): 3 clusters
  Score: Raw -3701120.991923 + Penalty 4939.930361 = -3696181.061562
  nChanged 877
		SP:Iteration 6Q (38704.310000 sec): 3 clusters
  Score: Raw -3701517.655515 + Penalty 4939.930361 = -3696577.725154
  nChanged 852
		SP:Iteration 7Q (38704.720000 sec): 3 clusters
  Score: Raw -3701919.618031 + Penalty 4939.930361 = -3696979.687670
  nChanged 878
		SP:Iteration 8Q (38705.070000 sec): 3 clusters
  Score: Raw -3702394.854374 + Penalty 4939.930361 = -3697454.924013
  nChanged 910
		SP:Iteration 9Q (38705.450000 sec): 3 clusters
  Score: Raw -3702915.371459 + Penalty 4939.930361 = -3697975.441098
  nChanged 888
		SP:Iteration 10Q (38705.790000 sec): 3 clusters
  Score: Raw -3703381.749283 + Penalty 4939.930361 = -3698441.818922
  nChanged 820
		SP:Iteration 11Q (38706.170000 sec): 3 clusters
  Score: Raw -3703793.087086 + Penalty 4939.930361 = -3698853.156724
  nChanged 763
		SP:Iteration 12Q (38706.480000 sec): 3 clusters
  Score: Raw -3704135.077824 + Penalty 4939.930361 = -3699195.147463
  nChanged 639
		SP:Iteration 13Q (38706.820000 sec): 3 clusters
  Score: Raw -3704386.263852 + Penalty 4939.930361 = -3699446.333491
  nChanged 529
		SP:Iteration 14Q (38707.280000 sec): 3 clusters
  Score: Raw -3704566.516103 + Penalty 4939.930361 = -3699626.585742
  nChanged 453
		SP:Iteration 15Q (38707.620000 sec): 3 clusters
  Score: Raw -3704700.587436 + Penalty 4939.930361 = -3699760.657075
  nChanged 354
		SP:Iteration 16Q (38707.960000 sec): 3 clusters
  Score: Raw -3704799.055959 + Penalty 4939.930361 = -3699859.125598
  nChanged 277
		SP:Iteration 17Q (38708.300000 sec): 3 clusters
  Score: Raw -3704874.276738 + Penalty 4939.930361 = -3699934.346376
  nChanged 272
		SP:Iteration 18Q (38708.610000 sec): 3 clusters
  Score: Raw -3704944.318810 + Penalty 4939.930361 = -3700004.388449
  nChanged 240
		SP:Iteration 19Q (38708.990000 sec): 3 clusters
  Score: Raw -3705008.371510 + Penalty 4939.930361 = -3700068.441149
  nChanged 220
		SP:Iteration 20F (38709.330000 sec): 3 clusters
  Score: Raw -3705062.733835 + Penalty 4939.930361 = -3700122.803474
  nChanged 210
		SP:Iteration 21Q (38709.620000 sec): 3 clusters
  Score: Raw -3705109.281450 + Penalty 4939.930361 = -3700169.351089
  nChanged 220
		SP:Iteration 22Q (38710.000000 sec): 3 clusters
  Score: Raw -3705156.958677 + Penalty 4939.930361 = -3700217.028316
  nChanged 211
		SP:Iteration 23Q (38710.340000 sec): 3 clusters
  Score: Raw -3705203.173970 + Penalty 4939.930361 = -3700263.243609
  nChanged 210
		SP:Iteration 24Q (38710.680000 sec): 3 clusters
  Score: Raw -3705255.135581 + Penalty 4939.930361 = -3700315.205220
  nChanged 224
		SP:Iteration 25Q (38711.030000 sec): 3 clusters
  Score: Raw -3705308.349745 + Penalty 4939.930361 = -3700368.419384
  nChanged 211
		SP:Iteration 26Q (38711.360000 sec): 3 clusters
  Score: Raw -3705364.661356 + Penalty 4939.930361 = -3700424.730995
  nChanged 218
		SP:Iteration 27Q (38711.690000 sec): 3 clusters
  Score: Raw -3705416.664003 + Penalty 4939.930361 = -3700476.733642
  nChanged 210
		SP:Iteration 28Q (38712.020000 sec): 3 clusters
  Score: Raw -3705467.453970 + Penalty 4939.930361 = -3700527.523609
  nChanged 178
		SP:Iteration 29Q (38712.360000 sec): 3 clusters
  Score: Raw -3705506.358764 + Penalty 4939.930361 = -3700566.428403
  nChanged 172
		SP:Iteration 30Q (38712.700000 sec): 3 clusters
  Score: Raw -3705541.448828 + Penalty 4939.930361 = -3700601.518467
  nChanged 178
		SP:Iteration 31Q (38712.960000 sec): 3 clusters
  Score: Raw -3705581.665412 + Penalty 4939.930361 = -3700641.735051
  nChanged 180
		SP:Iteration 32Q (38713.340000 sec): 3 clusters
  Score: Raw -3705622.955504 + Penalty 4939.930361 = -3700683.025143
  nChanged 184
		SP:Iteration 33Q (38713.730000 sec): 3 clusters
  Score: Raw -3705661.636153 + Penalty 4939.930361 = -3700721.705792
  nChanged 177
		SP:Iteration 34Q (38714.060000 sec): 3 clusters
  Score: Raw -3705700.994889 + Penalty 4939.930361 = -3700761.064528
  nChanged 157
		SP:Iteration 35Q (38714.440000 sec): 3 clusters
  Score: Raw -3705735.846938 + Penalty 4939.930361 = -3700795.916577
  nChanged 167
		SP:Iteration 36Q (38714.750000 sec): 3 clusters
  Score: Raw -3705770.103029 + Penalty 4939.930361 = -3700830.172668
  nChanged 142
		SP:Iteration 37Q (38715.130000 sec): 3 clusters
  Score: Raw -3705798.760548 + Penalty 4939.930361 = -3700858.830187
  nChanged 165
		SP:Iteration 38Q (38715.480000 sec): 3 clusters
  Score: Raw -3705837.312711 + Penalty 4939.930361 = -3700897.382349
  nChanged 170
		SP:Iteration 39Q (38715.820000 sec): 3 clusters
  Score: Raw -3705878.845024 + Penalty 4939.930361 = -3700938.914662
  nChanged 182
		SP:Iteration 40F (38716.160000 sec): 3 clusters
  Score: Raw -3705933.277927 + Penalty 4939.930361 = -3700993.347566
  nChanged 203
		SP:Iteration 41Q (38716.540000 sec): 3 clusters
  Score: Raw -3705998.964254 + Penalty 4939.930361 = -3701059.033893
  nChanged 214
		SP:Iteration 42Q (38716.870000 sec): 3 clusters
  Score: Raw -3706067.389128 + Penalty 4939.930361 = -3701127.458766
  nChanged 218
		SP:Iteration 43Q (38717.220000 sec): 3 clusters
  Score: Raw -3706141.821396 + Penalty 4939.930361 = -3701201.891035
  nChanged 209
		SP:Iteration 44Q (38717.550000 sec): 3 clusters
  Score: Raw -3706203.852421 + Penalty 4939.930361 = -3701263.922060
  nChanged 199
		SP:Iteration 45Q (38717.930000 sec): 3 clusters
  Score: Raw -3706267.030244 + Penalty 4939.930361 = -3701327.099882
  nChanged 180
		SP:Iteration 46Q (38718.310000 sec): 3 clusters
  Score: Raw -3706317.221138 + Penalty 4939.930361 = -3701377.290777
  nChanged 165
		SP:Iteration 47Q (38718.630000 sec): 3 clusters
  Score: Raw -3706360.356664 + Penalty 4939.930361 = -3701420.426303
  nChanged 150
		SP:Iteration 48Q (38718.930000 sec): 3 clusters
  Score: Raw -3706400.640765 + Penalty 4939.930361 = -3701460.710404
  nChanged 147
		SP:Iteration 49Q (38719.320000 sec): 3 clusters
  Score: Raw -3706439.526601 + Penalty 4939.930361 = -3701499.596240
  nChanged 138
		SP:Iteration 50Q (38719.660000 sec): 3 clusters
  Score: Raw -3706477.509529 + Penalty 4939.930361 = -3701537.579167
  nChanged 128
		SP:Iteration 51Q (38720.010000 sec): 3 clusters
  Score: Raw -3706514.677613 + Penalty 4939.930361 = -3701574.747252
  nChanged 123
		SP:Iteration 52Q (38720.330000 sec): 3 clusters
  Score: Raw -3706554.010911 + Penalty 4939.930361 = -3701614.080549
  nChanged 133
		SP:Iteration 53Q (38720.660000 sec): 3 clusters
  Score: Raw -3706599.138153 + Penalty 4939.930361 = -3701659.207791
  nChanged 134
		SP:Iteration 54Q (38721.010000 sec): 3 clusters
  Score: Raw -3706647.901105 + Penalty 4939.930361 = -3701707.970744
  nChanged 124
		SP:Iteration 55Q (38721.330000 sec): 3 clusters
  Score: Raw -3706692.219244 + Penalty 4939.930361 = -3701752.288883
  nChanged 120
		SP:Iteration 56Q (38721.650000 sec): 3 clusters
  Score: Raw -3706733.389331 + Penalty 4939.930361 = -3701793.458970
  nChanged 94
		SP:Iteration 57Q (38722.020000 sec): 3 clusters
  Score: Raw -3706762.602619 + Penalty 4939.930361 = -3701822.672258
  nChanged 83
		SP:Iteration 58Q (38722.370000 sec): 3 clusters
  Score: Raw -3706788.947009 + Penalty 4939.930361 = -3701849.016648
  nChanged 76
		SP:Iteration 59Q (38722.630000 sec): 3 clusters
  Score: Raw -3706812.242610 + Penalty 4939.930361 = -3701872.312249
  nChanged 73
		SP:Iteration 60F (38722.960000 sec): 3 clusters
  Score: Raw -3706835.989032 + Penalty 4939.930361 = -3701896.058671
  nChanged 86
		SP:Iteration 61Q (38723.240000 sec): 3 clusters
  Score: Raw -3706863.464331 + Penalty 4939.930361 = -3701923.533970
  nChanged 80
		SP:Iteration 62Q (38723.480000 sec): 3 clusters
  Score: Raw -3706890.481100 + Penalty 4939.930361 = -3701950.550739
  nChanged 82
		SP:Iteration 63Q (38723.860000 sec): 3 clusters
  Score: Raw -3706919.956309 + Penalty 4939.930361 = -3701980.025948
  nChanged 73
		SP:Iteration 64Q (38724.170000 sec): 3 clusters
  Score: Raw -3706947.470006 + Penalty 4939.930361 = -3702007.539645
  nChanged 74
		SP:Iteration 65Q (38724.440000 sec): 3 clusters
  Score: Raw -3706972.045165 + Penalty 4939.930361 = -3702032.114803
  nChanged 57
		SP:Iteration 66Q (38724.680000 sec): 3 clusters
  Score: Raw -3706990.262398 + Penalty 4939.930361 = -3702050.332037
  nChanged 59
		SP:Iteration 67Q (38724.920000 sec): 3 clusters
  Score: Raw -3707008.334889 + Penalty 4939.930361 = -3702068.404528
  nChanged 51
		SP:Iteration 68Q (38725.320000 sec): 3 clusters
  Score: Raw -3707023.819057 + Penalty 4939.930361 = -3702083.888696
  nChanged 39
		SP:Iteration 69Q (38725.630000 sec): 3 clusters
  Score: Raw -3707035.178309 + Penalty 4939.930361 = -3702095.247948
  nChanged 33
		SP:Iteration 70Q (38725.970000 sec): 3 clusters
  Score: Raw -3707046.221843 + Penalty 4939.930361 = -3702106.291481
  nChanged 46
		SP:Iteration 71Q (38726.290000 sec): 3 clusters
  Score: Raw -3707060.762342 + Penalty 4939.930361 = -3702120.831980
  nChanged 42
		SP:Iteration 72Q (38726.620000 sec): 3 clusters
  Score: Raw -3707076.178954 + Penalty 4939.930361 = -3702136.248593
  nChanged 44
		SP:Iteration 73Q (38726.980000 sec): 3 clusters
  Score: Raw -3707088.872375 + Penalty 4939.930361 = -3702148.942014
  nChanged 32
		SP:Iteration 74Q (38727.310000 sec): 3 clusters
  Score: Raw -3707099.816502 + Penalty 4939.930361 = -3702159.886140
  nChanged 30
		SP:Iteration 75Q (38727.590000 sec): 3 clusters
  Score: Raw -3707107.877704 + Penalty 4939.930361 = -3702167.947343
  nChanged 26
		SP:Iteration 76Q (38727.830000 sec): 3 clusters
  Score: Raw -3707117.170371 + Penalty 4939.930361 = -3702177.240010
  nChanged 31
		SP:Iteration 77Q (38728.160000 sec): 3 clusters
  Score: Raw -3707126.988483 + Penalty 4939.930361 = -3702187.058122
  nChanged 26
		SP:Iteration 78Q (38728.550000 sec): 3 clusters
  Score: Raw -3707133.063440 + Penalty 4939.930361 = -3702193.133079
  nChanged 22
		SP:Iteration 79Q (38728.850000 sec): 3 clusters
  Score: Raw -3707140.508756 + Penalty 4939.930361 = -3702200.578395
  nChanged 32
		SP:Iteration 80F (38729.200000 sec): 3 clusters
  Score: Raw -3707153.955218 + Penalty 4939.930361 = -3702214.024856
  nChanged 39
		SP:Iteration 81Q (38729.540000 sec): 3 clusters
  Score: Raw -3707169.545451 + Penalty 4939.930361 = -3702229.615090
  nChanged 32
		SP:Iteration 82Q (38729.880000 sec): 3 clusters
  Score: Raw -3707179.429272 + Penalty 4939.930361 = -3702239.498911
  nChanged 21
		SP:Iteration 83Q (38730.230000 sec): 3 clusters
  Score: Raw -3707186.168337 + Penalty 4939.930361 = -3702246.237976
  nChanged 32
		SP:Iteration 84Q (38730.570000 sec): 3 clusters
  Score: Raw -3707195.977086 + Penalty 4939.930361 = -3702256.046725
  nChanged 26
		SP:Iteration 85Q (38730.910000 sec): 3 clusters
  Score: Raw -3707203.670632 + Penalty 4939.930361 = -3702263.740271
  nChanged 27
		SP:Iteration 86Q (38731.250000 sec): 3 clusters
  Score: Raw -3707211.507516 + Penalty 4939.930361 = -3702271.577155
  nChanged 25
		SP:Iteration 87Q (38731.600000 sec): 3 clusters
  Score: Raw -3707218.590074 + Penalty 4939.930361 = -3702278.659713
  nChanged 18
		SP:Iteration 88Q (38731.990000 sec): 3 clusters
  Score: Raw -3707224.234585 + Penalty 4939.930361 = -3702284.304224
  nChanged 18
		SP:Iteration 89Q (38732.330000 sec): 3 clusters
  Score: Raw -3707228.774728 + Penalty 4939.930361 = -3702288.844367
  nChanged 13
		SP:Iteration 90Q (38732.590000 sec): 3 clusters
  Score: Raw -3707231.756139 + Penalty 4939.930361 = -3702291.825778
  nChanged 8
		SP:Iteration 91Q (38733.000000 sec): 3 clusters
  Score: Raw -3707233.518199 + Penalty 4939.930361 = -3702293.587838
  nChanged 7
		SP:Iteration 92Q (38733.350000 sec): 3 clusters
  Score: Raw -3707235.098107 + Penalty 4939.930361 = -3702295.167745
  nChanged 6
		SP:Iteration 93Q (38733.690000 sec): 3 clusters
  Score: Raw -3707236.200061 + Penalty 4939.930361 = -3702296.269699
  nChanged 8
		SP:Iteration 94Q (38734.040000 sec): 3 clusters
  Score: Raw -3707237.963101 + Penalty 4939.930361 = -3702298.032740
  nChanged 6
		SP:Iteration 95Q (38734.240000 sec): 3 clusters
  Score: Raw -3707239.864123 + Penalty 4939.930361 = -3702299.933762
  nChanged 6
		SP:Iteration 96Q (38734.610000 sec): 3 clusters
  Score: Raw -3707240.992080 + Penalty 4939.930361 = -3702301.061719
  nChanged 7
		SP:Iteration 97Q (38734.990000 sec): 3 clusters
  Score: Raw -3707242.665876 + Penalty 4939.930361 = -3702302.735514
  nChanged 7
		SP:Iteration 98Q (38735.250000 sec): 3 clusters
  Score: Raw -3707244.388919 + Penalty 4939.930361 = -3702304.458557
  nChanged 9
		SP:Iteration 99Q (38735.630000 sec): 3 clusters
  Score: Raw -3707246.509296 + Penalty 4939.930361 = -3702306.578935
  nChanged 5
		SP:Iteration 100F (38735.980000 sec): 3 clusters
  Score: Raw -3707247.175541 + Penalty 4939.930361 = -3702307.245179
  nChanged 2
		SP:Iteration 101Q (38736.290000 sec): 3 clusters
  Score: Raw -3707247.571555 + Penalty 4939.930361 = -3702307.641194
  nChanged 2
		SP:Iteration 102Q (38736.560000 sec): 3 clusters
  Score: Raw -3707247.975456 + Penalty 4939.930361 = -3702308.045095
  nChanged 2
		SP:Iteration 103Q (38736.830000 sec): 3 clusters
  Score: Raw -3707248.483910 + Penalty 4939.930361 = -3702308.553548
  nChanged 2
		SP:Iteration 104Q (38737.090000 sec): 3 clusters
  Score: Raw -3707248.784378 + Penalty 4939.930361 = -3702308.854017
  nChanged 1
		SP:Iteration 105Q (38737.330000 sec): 3 clusters
  Score: Raw -3707248.908577 + Penalty 4939.930361 = -3702308.978216
  nChanged 0
		SP:Iteration 106F (38737.710000 sec): 3 clusters
  Score: Raw -3707248.908577 + Penalty 4939.930361 = -3702308.978216
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38737.790000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38737.960000 sec): 3 clusters
  Score: Raw -40750.724433 + Penalty 2773.129542 = -37977.594890
  nChanged 31
		SP:Iteration 1F (38738.130000 sec): 3 clusters
  Score: Raw -40896.277628 + Penalty 2773.129542 = -38123.148086
  nChanged 11
		SP:Iteration 2Q (38738.310000 sec): 3 clusters
  Score: Raw -40978.930222 + Penalty 2773.129542 = -38205.800679
  nChanged 6
		SP:Iteration 3Q (38738.490000 sec): 3 clusters
  Score: Raw -41063.098936 + Penalty 2773.129542 = -38289.969394
  nChanged 8
		SP:Iteration 4Q (38738.660000 sec): 3 clusters
  Score: Raw -41119.653951 + Penalty 2773.129542 = -38346.524408
  nChanged 7
		SP:Iteration 5Q (38738.840000 sec): 3 clusters
  Score: Raw -41177.503003 + Penalty 2773.129542 = -38404.373461
  nChanged 8
		SP:Iteration 6Q (38738.900000 sec): 3 clusters
  Score: Raw -41224.414769 + Penalty 2773.129542 = -38451.285226
  nChanged 5
		SP:Iteration 7Q (38738.910000 sec): 3 clusters
  Score: Raw -41249.664475 + Penalty 2773.129542 = -38476.534933
  nChanged 4
		SP:Iteration 8Q (38738.920000 sec): 3 clusters
  Score: Raw -41272.711446 + Penalty 2773.129542 = -38499.581904
  nChanged 2
		SP:Iteration 9Q (38738.930000 sec): 3 clusters
  Score: Raw -41285.691849 + Penalty 2773.129542 = -38512.562307
  nChanged 4
		SP:Iteration 10Q (38738.930000 sec): 3 clusters
  Score: Raw -41299.569306 + Penalty 2773.129542 = -38526.439763
  nChanged 1
		SP:Iteration 11Q (38738.940000 sec): 3 clusters
  Score: Raw -41302.656233 + Penalty 2773.129542 = -38529.526691
  nChanged 0
		SP:Iteration 12F (38738.950000 sec): 3 clusters
  Score: Raw -41303.447027 + Penalty 2773.129542 = -38530.317485
  nChanged 1
		SP:Iteration 13Q (38738.950000 sec): 3 clusters
  Score: Raw -41307.146612 + Penalty 2773.129542 = -38534.017070
  nChanged 2
		SP:Iteration 14Q (38738.960000 sec): 3 clusters
  Score: Raw -41317.160059 + Penalty 2773.129542 = -38544.030516
  nChanged 2
		SP:Iteration 15Q (38738.970000 sec): 3 clusters
  Score: Raw -41325.989733 + Penalty 2773.129542 = -38552.860191
  nChanged 2
		SP:Iteration 16Q (38738.980000 sec): 3 clusters
  Score: Raw -41333.774877 + Penalty 2773.129542 = -38560.645335
  nChanged 0
		SP:Iteration 17F (38738.990000 sec): 3 clusters
  Score: Raw -41333.774877 + Penalty 2773.129542 = -38560.645335
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38739.020000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38739.050000 sec): 3 clusters
  Score: Raw -110449.821190 + Penalty 3200.216281 = -107249.604909
  nChanged 135
		SP:Iteration 1F (38739.070000 sec): 3 clusters
  Score: Raw -110661.096185 + Penalty 3200.216281 = -107460.879904
  nChanged 34
		SP:Iteration 2F (38739.090000 sec): 3 clusters
  Score: Raw -110740.531878 + Penalty 3200.216281 = -107540.315596
  nChanged 21
		SP:Iteration 3Q (38739.120000 sec): 3 clusters
  Score: Raw -110782.023018 + Penalty 3200.216281 = -107581.806737
  nChanged 10
		SP:Iteration 4Q (38739.140000 sec): 3 clusters
  Score: Raw -110793.330166 + Penalty 3200.216281 = -107593.113885
  nChanged 5
		SP:Iteration 5Q (38739.170000 sec): 3 clusters
  Score: Raw -110802.367549 + Penalty 3200.216281 = -107602.151268
  nChanged 2
		SP:Iteration 6Q (38739.190000 sec): 3 clusters
  Score: Raw -110812.131925 + Penalty 3200.216281 = -107611.915644
  nChanged 1
		SP:Iteration 7Q (38739.210000 sec): 3 clusters
  Score: Raw -110812.620107 + Penalty 3200.216281 = -107612.403826
  nChanged 0
		SP:Iteration 8F (38739.240000 sec): 3 clusters
  Score: Raw -110812.620107 + Penalty 3200.216281 = -107612.403826
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38739.270000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38739.270000 sec): 3 clusters
  Score: Raw -30080.227173 + Penalty 2642.626580 = -27437.600593
  nChanged 19
		SP:Iteration 1F (38739.280000 sec): 3 clusters
  Score: Raw -30225.795445 + Penalty 2642.626580 = -27583.168866
  nChanged 5
		SP:Iteration 2Q (38739.290000 sec): 3 clusters
  Score: Raw -30271.017360 + Penalty 2642.626580 = -27628.390780
  nChanged 1
		SP:Iteration 3Q (38739.300000 sec): 3 clusters
  Score: Raw -30275.442773 + Penalty 2642.626580 = -27632.816193
  nChanged 0
		SP:Iteration 4F (38739.310000 sec): 3 clusters
  Score: Raw -30275.442773 + Penalty 2642.626580 = -27632.816193
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38739.340000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38739.370000 sec): 3 clusters
  Score: Raw -108799.324972 + Penalty 3222.400395 = -105576.924577
  nChanged 141
		SP:Iteration 1F (38739.390000 sec): 3 clusters
  Score: Raw -109062.840023 + Penalty 3222.400395 = -105840.439628
  nChanged 52
		SP:Iteration 2F (38739.410000 sec): 3 clusters
  Score: Raw -109215.015333 + Penalty 3222.400395 = -105992.614938
  nChanged 39
		SP:Iteration 3F (38739.440000 sec): 3 clusters
  Score: Raw -109333.895334 + Penalty 3222.400395 = -106111.494939
  nChanged 31
		SP:Iteration 4Q (38739.460000 sec): 3 clusters
  Score: Raw -109484.842135 + Penalty 3222.400395 = -106262.441740
  nChanged 31
		SP:Iteration 5Q (38739.490000 sec): 3 clusters
  Score: Raw -109616.929630 + Penalty 3222.400395 = -106394.529235
  nChanged 24
		SP:Iteration 6Q (38739.510000 sec): 3 clusters
  Score: Raw -109729.692880 + Penalty 3222.400395 = -106507.292485
  nChanged 19
		SP:Iteration 7Q (38739.540000 sec): 3 clusters
  Score: Raw -109827.124491 + Penalty 3222.400395 = -106604.724096
  nChanged 16
		SP:Iteration 8Q (38739.570000 sec): 3 clusters
  Score: Raw -109879.825318 + Penalty 3222.400395 = -106657.424923
  nChanged 10
		SP:Iteration 9Q (38739.590000 sec): 3 clusters
  Score: Raw -109939.413494 + Penalty 3222.400395 = -106717.013098
  nChanged 7
		SP:Iteration 10Q (38739.610000 sec): 3 clusters
  Score: Raw -109952.438087 + Penalty 3222.400395 = -106730.037692
  nChanged 6
		SP:Iteration 11Q (38739.640000 sec): 3 clusters
  Score: Raw -109961.560292 + Penalty 3222.400395 = -106739.159897
  nChanged 2
		SP:Iteration 12Q (38739.660000 sec): 3 clusters
  Score: Raw -109968.722724 + Penalty 3222.400395 = -106746.322329
  nChanged 1
		SP:Iteration 13Q (38739.690000 sec): 3 clusters
  Score: Raw -109971.078741 + Penalty 3222.400395 = -106748.678346
  nChanged 2
		SP:Iteration 14Q (38739.710000 sec): 3 clusters
  Score: Raw -109974.240906 + Penalty 3222.400395 = -106751.840511
  nChanged 1
		SP:Iteration 15Q (38739.730000 sec): 3 clusters
  Score: Raw -109976.944069 + Penalty 3222.400395 = -106754.543673
  nChanged 2
		SP:Iteration 16Q (38739.750000 sec): 3 clusters
  Score: Raw -109981.550344 + Penalty 3222.400395 = -106759.149949
  nChanged 1
		SP:Iteration 17Q (38739.780000 sec): 3 clusters
  Score: Raw -109984.158995 + Penalty 3222.400395 = -106761.758600
  nChanged 1
		SP:Iteration 18Q (38739.800000 sec): 3 clusters
  Score: Raw -109988.895987 + Penalty 3222.400395 = -106766.495592
  nChanged 0
		SP:Iteration 19F (38739.830000 sec): 3 clusters
  Score: Raw -109988.895987 + Penalty 3222.400395 = -106766.495592
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38739.870000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38739.900000 sec): 3 clusters
  Score: Raw -162643.039790 + Penalty 3409.602454 = -159233.437336
  nChanged 236
		SP:Iteration 1F (38739.930000 sec): 3 clusters
  Score: Raw -162917.547077 + Penalty 3409.602454 = -159507.944624
  nChanged 49
		SP:Iteration 2F (38739.960000 sec): 3 clusters
  Score: Raw -162985.741162 + Penalty 3409.602454 = -159576.138709
  nChanged 33
		SP:Iteration 3Q (38739.990000 sec): 3 clusters
  Score: Raw -163025.714053 + Penalty 3409.602454 = -159616.111599
  nChanged 18
		SP:Iteration 4Q (38740.020000 sec): 3 clusters
  Score: Raw -163048.964905 + Penalty 3409.602454 = -159639.362451
  nChanged 6
		SP:Iteration 5Q (38740.050000 sec): 3 clusters
  Score: Raw -163058.231393 + Penalty 3409.602454 = -159648.628939
  nChanged 8
		SP:Iteration 6Q (38740.080000 sec): 3 clusters
  Score: Raw -163067.564767 + Penalty 3409.602454 = -159657.962313
  nChanged 7
		SP:Iteration 7Q (38740.110000 sec): 3 clusters
  Score: Raw -163076.488225 + Penalty 3409.602454 = -159666.885771
  nChanged 6
		SP:Iteration 8Q (38740.150000 sec): 3 clusters
  Score: Raw -163084.235133 + Penalty 3409.602454 = -159674.632679
  nChanged 3
		SP:Iteration 9Q (38740.180000 sec): 3 clusters
  Score: Raw -163088.052157 + Penalty 3409.602454 = -159678.449703
  nChanged 3
		SP:Iteration 10Q (38740.280000 sec): 3 clusters
  Score: Raw -163092.430443 + Penalty 3409.602454 = -159682.827989
  nChanged 4
		SP:Iteration 11Q (38740.300000 sec): 3 clusters
  Score: Raw -163098.752017 + Penalty 3409.602454 = -159689.149563
  nChanged 4
		SP:Iteration 12Q (38740.330000 sec): 3 clusters
  Score: Raw -163105.130174 + Penalty 3409.602454 = -159695.527721
  nChanged 4
		SP:Iteration 13Q (38740.370000 sec): 3 clusters
  Score: Raw -163109.023303 + Penalty 3409.602454 = -159699.420849
  nChanged 5
		SP:Iteration 14Q (38740.400000 sec): 3 clusters
  Score: Raw -163115.734577 + Penalty 3409.602454 = -159706.132123
  nChanged 2
		SP:Iteration 15Q (38740.430000 sec): 3 clusters
  Score: Raw -163118.613299 + Penalty 3409.602454 = -159709.010846
  nChanged 4
		SP:Iteration 16Q (38740.460000 sec): 3 clusters
  Score: Raw -163122.264760 + Penalty 3409.602454 = -159712.662306
  nChanged 3
		SP:Iteration 17Q (38740.490000 sec): 3 clusters
  Score: Raw -163127.662035 + Penalty 3409.602454 = -159718.059581
  nChanged 2
		SP:Iteration 18Q (38740.520000 sec): 3 clusters
  Score: Raw -163129.882510 + Penalty 3409.602454 = -159720.280057
  nChanged 4
		SP:Iteration 19Q (38740.550000 sec): 3 clusters
  Score: Raw -163132.181935 + Penalty 3409.602454 = -159722.579482
  nChanged 3
		SP:Iteration 20F (38740.580000 sec): 3 clusters
  Score: Raw -163134.148450 + Penalty 3409.602454 = -159724.545996
  nChanged 1
		SP:Iteration 21Q (38740.610000 sec): 3 clusters
  Score: Raw -163137.140073 + Penalty 3409.602454 = -159727.537619
  nChanged 0
		SP:Iteration 22F (38740.650000 sec): 3 clusters
  Score: Raw -163137.140073 + Penalty 3409.602454 = -159727.537619
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38740.680000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38740.710000 sec): 3 clusters
  Score: Raw -76345.827854 + Penalty 3063.230166 = -73282.597688
  nChanged 83
		SP:Iteration 1F (38740.730000 sec): 3 clusters
  Score: Raw -76511.001423 + Penalty 3063.230166 = -73447.771257
  nChanged 18
		SP:Iteration 2Q (38740.750000 sec): 3 clusters
  Score: Raw -76549.209124 + Penalty 3063.230166 = -73485.978958
  nChanged 9
		SP:Iteration 3Q (38740.770000 sec): 3 clusters
  Score: Raw -76568.441765 + Penalty 3063.230166 = -73505.211599
  nChanged 3
		SP:Iteration 4Q (38740.800000 sec): 3 clusters
  Score: Raw -76579.899412 + Penalty 3063.230166 = -73516.669246
  nChanged 2
		SP:Iteration 5Q (38740.820000 sec): 3 clusters
  Score: Raw -76584.481568 + Penalty 3063.230166 = -73521.251402
  nChanged 2
		SP:Iteration 6Q (38740.840000 sec): 3 clusters
  Score: Raw -76587.373948 + Penalty 3063.230166 = -73524.143782
  nChanged 1
		SP:Iteration 7Q (38740.870000 sec): 3 clusters
  Score: Raw -76589.584203 + Penalty 3063.230166 = -73526.354037
  nChanged 1
		SP:Iteration 8Q (38740.890000 sec): 3 clusters
  Score: Raw -76593.207607 + Penalty 3063.230166 = -73529.977441
  nChanged 0
		SP:Iteration 9F (38740.910000 sec): 3 clusters
  Score: Raw -76593.207607 + Penalty 3063.230166 = -73529.977441
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38740.940000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38740.950000 sec): 3 clusters
  Score: Raw -38360.115708 + Penalty 2736.656637 = -35623.459072
  nChanged 17
		SP:Iteration 1F (38740.960000 sec): 3 clusters
  Score: Raw -38416.797810 + Penalty 2736.656637 = -35680.141173
  nChanged 5
		SP:Iteration 2Q (38740.970000 sec): 3 clusters
  Score: Raw -38439.094813 + Penalty 2736.656637 = -35702.438176
  nChanged 3
		SP:Iteration 3Q (38740.970000 sec): 3 clusters
  Score: Raw -38448.859088 + Penalty 2736.656637 = -35712.202452
  nChanged 1
		SP:Iteration 4Q (38740.980000 sec): 3 clusters
  Score: Raw -38452.736957 + Penalty 2736.656637 = -35716.080321
  nChanged 0
		SP:Iteration 5F (38740.990000 sec): 3 clusters
  Score: Raw -38452.736957 + Penalty 2736.656637 = -35716.080321
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38741.010000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38741.020000 sec): 3 clusters
  Score: Raw -39876.057594 + Penalty 2769.414169 = -37106.643425
  nChanged 26
		SP:Iteration 1F (38741.030000 sec): 3 clusters
  Score: Raw -39962.429817 + Penalty 2769.414169 = -37193.015648
  nChanged 9
		SP:Iteration 2Q (38741.040000 sec): 3 clusters
  Score: Raw -40002.746378 + Penalty 2769.414169 = -37233.332209
  nChanged 3
		SP:Iteration 3Q (38741.040000 sec): 3 clusters
  Score: Raw -40012.710622 + Penalty 2769.414169 = -37243.296453
  nChanged 1
		SP:Iteration 4Q (38741.050000 sec): 3 clusters
  Score: Raw -40015.025759 + Penalty 2769.414169 = -37245.611590
  nChanged 0
		SP:Iteration 5F (38741.060000 sec): 3 clusters
  Score: Raw -40015.025759 + Penalty 2769.414169 = -37245.611590
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38741.130000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38741.180000 sec): 3 clusters
  Score: Raw -404366.950596 + Penalty 3868.880883 = -400498.069713
  nChanged 831
		SP:Iteration 1F (38741.240000 sec): 3 clusters
  Score: Raw -405002.776380 + Penalty 3868.880883 = -401133.895497
  nChanged 186
		SP:Iteration 2F (38741.290000 sec): 3 clusters
  Score: Raw -405151.595412 + Penalty 3868.880883 = -401282.714529
  nChanged 122
		SP:Iteration 3Q (38741.350000 sec): 3 clusters
  Score: Raw -405242.582992 + Penalty 3868.880883 = -401373.702110
  nChanged 76
		SP:Iteration 4Q (38741.410000 sec): 3 clusters
  Score: Raw -405299.846693 + Penalty 3868.880883 = -401430.965810
  nChanged 61
		SP:Iteration 5Q (38741.460000 sec): 3 clusters
  Score: Raw -405343.878170 + Penalty 3868.880883 = -401474.997287
  nChanged 58
		SP:Iteration 6Q (38741.520000 sec): 3 clusters
  Score: Raw -405388.286566 + Penalty 3868.880883 = -401519.405683
  nChanged 42
		SP:Iteration 7Q (38741.580000 sec): 3 clusters
  Score: Raw -405411.876382 + Penalty 3868.880883 = -401542.995500
  nChanged 39
		SP:Iteration 8Q (38741.630000 sec): 3 clusters
  Score: Raw -405435.121408 + Penalty 3868.880883 = -401566.240525
  nChanged 38
		SP:Iteration 9Q (38741.690000 sec): 3 clusters
  Score: Raw -405460.513482 + Penalty 3868.880883 = -401591.632599
  nChanged 43
		SP:Iteration 10Q (38741.750000 sec): 3 clusters
  Score: Raw -405487.690708 + Penalty 3868.880883 = -401618.809825
  nChanged 35
		SP:Iteration 11Q (38741.800000 sec): 3 clusters
  Score: Raw -405513.221019 + Penalty 3868.880883 = -401644.340136
  nChanged 26
		SP:Iteration 12Q (38741.960000 sec): 3 clusters
  Score: Raw -405532.830269 + Penalty 3868.880883 = -401663.949386
  nChanged 30
		SP:Iteration 13Q (38742.130000 sec): 3 clusters
  Score: Raw -405563.864943 + Penalty 3868.880883 = -401694.984060
  nChanged 40
		SP:Iteration 14Q (38742.310000 sec): 3 clusters
  Score: Raw -405603.256312 + Penalty 3868.880883 = -401734.375429
  nChanged 41
		SP:Iteration 15Q (38742.490000 sec): 3 clusters
  Score: Raw -405633.063940 + Penalty 3868.880883 = -401764.183057
  nChanged 36
		SP:Iteration 16Q (38742.660000 sec): 3 clusters
  Score: Raw -405661.745699 + Penalty 3868.880883 = -401792.864817
  nChanged 37
		SP:Iteration 17Q (38742.840000 sec): 3 clusters
  Score: Raw -405690.480459 + Penalty 3868.880883 = -401821.599576
  nChanged 27
		SP:Iteration 18Q (38743.010000 sec): 3 clusters
  Score: Raw -405712.221590 + Penalty 3868.880883 = -401843.340707
  nChanged 28
		SP:Iteration 19Q (38743.190000 sec): 3 clusters
  Score: Raw -405735.692999 + Penalty 3868.880883 = -401866.812116
  nChanged 26
		SP:Iteration 20F (38743.370000 sec): 3 clusters
  Score: Raw -405757.113613 + Penalty 3868.880883 = -401888.232730
  nChanged 30
		SP:Iteration 21Q (38743.430000 sec): 3 clusters
  Score: Raw -405785.419060 + Penalty 3868.880883 = -401916.538177
  nChanged 26
		SP:Iteration 22Q (38743.490000 sec): 3 clusters
  Score: Raw -405807.442320 + Penalty 3868.880883 = -401938.561437
  nChanged 29
		SP:Iteration 23Q (38743.550000 sec): 3 clusters
  Score: Raw -405830.231093 + Penalty 3868.880883 = -401961.350210
  nChanged 24
		SP:Iteration 24Q (38743.600000 sec): 3 clusters
  Score: Raw -405850.394278 + Penalty 3868.880883 = -401981.513395
  nChanged 28
		SP:Iteration 25Q (38743.670000 sec): 3 clusters
  Score: Raw -405879.383378 + Penalty 3868.880883 = -402010.502495
  nChanged 37
		SP:Iteration 26Q (38743.730000 sec): 3 clusters
  Score: Raw -405928.976680 + Penalty 3868.880883 = -402060.095797
  nChanged 40
		SP:Iteration 27Q (38743.790000 sec): 3 clusters
  Score: Raw -405971.195195 + Penalty 3868.880883 = -402102.314312
  nChanged 39
		SP:Iteration 28Q (38743.840000 sec): 3 clusters
  Score: Raw -406010.950750 + Penalty 3868.880883 = -402142.069868
  nChanged 35
		SP:Iteration 29Q (38743.900000 sec): 3 clusters
  Score: Raw -406041.955703 + Penalty 3868.880883 = -402173.074820
  nChanged 24
		SP:Iteration 30Q (38743.950000 sec): 3 clusters
  Score: Raw -406075.756964 + Penalty 3868.880883 = -402206.876081
  nChanged 22
		SP:Iteration 31Q (38744.010000 sec): 3 clusters
  Score: Raw -406094.568342 + Penalty 3868.880883 = -402225.687459
  nChanged 12
		SP:Iteration 32Q (38744.070000 sec): 3 clusters
  Score: Raw -406110.915555 + Penalty 3868.880883 = -402242.034672
  nChanged 15
		SP:Iteration 33Q (38744.120000 sec): 3 clusters
  Score: Raw -406122.766650 + Penalty 3868.880883 = -402253.885767
  nChanged 17
		SP:Iteration 34Q (38744.180000 sec): 3 clusters
  Score: Raw -406134.818466 + Penalty 3868.880883 = -402265.937583
  nChanged 7
		SP:Iteration 35Q (38744.230000 sec): 3 clusters
  Score: Raw -406141.372087 + Penalty 3868.880883 = -402272.491204
  nChanged 11
		SP:Iteration 36Q (38744.290000 sec): 3 clusters
  Score: Raw -406154.880380 + Penalty 3868.880883 = -402285.999497
  nChanged 8
		SP:Iteration 37Q (38744.350000 sec): 3 clusters
  Score: Raw -406165.778911 + Penalty 3868.880883 = -402296.898028
  nChanged 15
		SP:Iteration 38Q (38744.400000 sec): 3 clusters
  Score: Raw -406177.137392 + Penalty 3868.880883 = -402308.256509
  nChanged 13
		SP:Iteration 39Q (38744.450000 sec): 3 clusters
  Score: Raw -406183.042551 + Penalty 3868.880883 = -402314.161668
  nChanged 7
		SP:Iteration 40F (38744.510000 sec): 3 clusters
  Score: Raw -406193.358817 + Penalty 3868.880883 = -402324.477934
  nChanged 13
		SP:Iteration 41Q (38744.570000 sec): 3 clusters
  Score: Raw -406209.122477 + Penalty 3868.880883 = -402340.241594
  nChanged 19
		SP:Iteration 42Q (38744.620000 sec): 3 clusters
  Score: Raw -406228.170128 + Penalty 3868.880883 = -402359.289245
  nChanged 21
		SP:Iteration 43Q (38744.680000 sec): 3 clusters
  Score: Raw -406261.973882 + Penalty 3868.880883 = -402393.093000
  nChanged 31
		SP:Iteration 44Q (38744.730000 sec): 3 clusters
  Score: Raw -406294.452439 + Penalty 3868.880883 = -402425.571556
  nChanged 27
		SP:Iteration 45Q (38744.790000 sec): 3 clusters
  Score: Raw -406315.546863 + Penalty 3868.880883 = -402446.665980
  nChanged 17
		SP:Iteration 46Q (38744.850000 sec): 3 clusters
  Score: Raw -406327.825761 + Penalty 3868.880883 = -402458.944878
  nChanged 26
		SP:Iteration 47Q (38744.900000 sec): 3 clusters
  Score: Raw -406342.040348 + Penalty 3868.880883 = -402473.159465
  nChanged 21
		SP:Iteration 48Q (38744.960000 sec): 3 clusters
  Score: Raw -406353.231680 + Penalty 3868.880883 = -402484.350797
  nChanged 21
		SP:Iteration 49Q (38745.010000 sec): 3 clusters
  Score: Raw -406370.071286 + Penalty 3868.880883 = -402501.190403
  nChanged 20
		SP:Iteration 50Q (38745.070000 sec): 3 clusters
  Score: Raw -406384.182569 + Penalty 3868.880883 = -402515.301686
  nChanged 24
		SP:Iteration 51Q (38745.130000 sec): 3 clusters
  Score: Raw -406401.056897 + Penalty 3868.880883 = -402532.176014
  nChanged 25
		SP:Iteration 52Q (38745.180000 sec): 3 clusters
  Score: Raw -406425.508931 + Penalty 3868.880883 = -402556.628048
  nChanged 27
		SP:Iteration 53Q (38745.230000 sec): 3 clusters
  Score: Raw -406448.981799 + Penalty 3868.880883 = -402580.100916
  nChanged 26
		SP:Iteration 54Q (38745.290000 sec): 3 clusters
  Score: Raw -406470.706331 + Penalty 3868.880883 = -402601.825448
  nChanged 18
		SP:Iteration 55Q (38745.350000 sec): 3 clusters
  Score: Raw -406485.294251 + Penalty 3868.880883 = -402616.413368
  nChanged 23
		SP:Iteration 56Q (38745.400000 sec): 3 clusters
  Score: Raw -406497.820337 + Penalty 3868.880883 = -402628.939454
  nChanged 17
		SP:Iteration 57Q (38745.460000 sec): 3 clusters
  Score: Raw -406509.328464 + Penalty 3868.880883 = -402640.447582
  nChanged 15
		SP:Iteration 58Q (38745.510000 sec): 3 clusters
  Score: Raw -406522.511265 + Penalty 3868.880883 = -402653.630382
  nChanged 15
		SP:Iteration 59Q (38745.570000 sec): 3 clusters
  Score: Raw -406531.616887 + Penalty 3868.880883 = -402662.736004
  nChanged 6
		SP:Iteration 60F (38745.630000 sec): 3 clusters
  Score: Raw -406537.016363 + Penalty 3868.880883 = -402668.135480
  nChanged 8
		SP:Iteration 61Q (38745.680000 sec): 3 clusters
  Score: Raw -406544.819359 + Penalty 3868.880883 = -402675.938476
  nChanged 9
		SP:Iteration 62Q (38745.740000 sec): 3 clusters
  Score: Raw -406550.904504 + Penalty 3868.880883 = -402682.023621
  nChanged 5
		SP:Iteration 63Q (38745.790000 sec): 3 clusters
  Score: Raw -406553.375096 + Penalty 3868.880883 = -402684.494213
  nChanged 2
		SP:Iteration 64Q (38745.850000 sec): 3 clusters
  Score: Raw -406554.791209 + Penalty 3868.880883 = -402685.910326
  nChanged 2
		SP:Iteration 65Q (38745.900000 sec): 3 clusters
  Score: Raw -406556.297332 + Penalty 3868.880883 = -402687.416449
  nChanged 4
		SP:Iteration 66Q (38745.960000 sec): 3 clusters
  Score: Raw -406561.324232 + Penalty 3868.880883 = -402692.443349
  nChanged 8
		SP:Iteration 67Q (38746.100000 sec): 3 clusters
  Score: Raw -406566.961553 + Penalty 3868.880883 = -402698.080670
  nChanged 5
		SP:Iteration 68Q (38746.240000 sec): 3 clusters
  Score: Raw -406569.289230 + Penalty 3868.880883 = -402700.408347
  nChanged 2
		SP:Iteration 69Q (38746.300000 sec): 3 clusters
  Score: Raw -406571.615790 + Penalty 3868.880883 = -402702.734907
  nChanged 2
		SP:Iteration 70Q (38746.350000 sec): 3 clusters
  Score: Raw -406572.271223 + Penalty 3868.880883 = -402703.390340
  nChanged 1
		SP:Iteration 71Q (38746.410000 sec): 3 clusters
  Score: Raw -406572.522700 + Penalty 3868.880883 = -402703.641817
  nChanged 1
		SP:Iteration 72Q (38746.460000 sec): 3 clusters
  Score: Raw -406575.382454 + Penalty 3868.880883 = -402706.501571
  nChanged 1
		SP:Iteration 73Q (38746.520000 sec): 3 clusters
  Score: Raw -406575.545637 + Penalty 3868.880883 = -402706.664754
  nChanged 0
		SP:Iteration 74F (38746.570000 sec): 3 clusters
  Score: Raw -406575.545637 + Penalty 3868.880883 = -402706.664754
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38746.620000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38746.640000 sec): 3 clusters
  Score: Raw -77881.051080 + Penalty 3054.911313 = -74826.139768
  nChanged 76
		SP:Iteration 1F (38746.660000 sec): 3 clusters
  Score: Raw -78038.250452 + Penalty 3054.911313 = -74983.339139
  nChanged 20
		SP:Iteration 2Q (38746.680000 sec): 3 clusters
  Score: Raw -78096.402010 + Penalty 3054.911313 = -75041.490697
  nChanged 14
		SP:Iteration 3Q (38746.710000 sec): 3 clusters
  Score: Raw -78126.419804 + Penalty 3054.911313 = -75071.508491
  nChanged 6
		SP:Iteration 4Q (38746.730000 sec): 3 clusters
  Score: Raw -78154.086168 + Penalty 3054.911313 = -75099.174855
  nChanged 4
		SP:Iteration 5Q (38746.750000 sec): 3 clusters
  Score: Raw -78169.082709 + Penalty 3054.911313 = -75114.171396
  nChanged 2
		SP:Iteration 6Q (38746.770000 sec): 3 clusters
  Score: Raw -78193.550951 + Penalty 3054.911313 = -75138.639639
  nChanged 6
		SP:Iteration 7Q (38746.790000 sec): 3 clusters
  Score: Raw -78212.717914 + Penalty 3054.911313 = -75157.806601
  nChanged 4
		SP:Iteration 8Q (38746.820000 sec): 3 clusters
  Score: Raw -78225.313438 + Penalty 3054.911313 = -75170.402125
  nChanged 3
		SP:Iteration 9Q (38746.840000 sec): 3 clusters
  Score: Raw -78237.876762 + Penalty 3054.911313 = -75182.965450
  nChanged 2
		SP:Iteration 10Q (38746.860000 sec): 3 clusters
  Score: Raw -78241.040442 + Penalty 3054.911313 = -75186.129129
  nChanged 0
		SP:Iteration 11F (38746.880000 sec): 3 clusters
  Score: Raw -78241.040442 + Penalty 3054.911313 = -75186.129129
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38747.000000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38747.170000 sec): 3 clusters
  Score: Raw -649273.289384 + Penalty 4072.626108 = -645200.663276
  nChanged 1360
		SP:Iteration 1F (38747.350000 sec): 3 clusters
  Score: Raw -650175.081589 + Penalty 4072.626108 = -646102.455481
  nChanged 300
		SP:Iteration 2F (38747.550000 sec): 3 clusters
  Score: Raw -650459.287124 + Penalty 4072.626108 = -646386.661016
  nChanged 242
		SP:Iteration 3F (38747.690000 sec): 3 clusters
  Score: Raw -650706.848990 + Penalty 4072.626108 = -646634.222882
  nChanged 216
		SP:Iteration 4F (38747.850000 sec): 3 clusters
  Score: Raw -650900.930058 + Penalty 4072.626108 = -646828.303950
  nChanged 173
		SP:Iteration 5Q (38748.010000 sec): 3 clusters
  Score: Raw -651033.211380 + Penalty 4072.626108 = -646960.585272
  nChanged 130
		SP:Iteration 6Q (38748.150000 sec): 3 clusters
  Score: Raw -651136.639051 + Penalty 4072.626108 = -647064.012943
  nChanged 106
		SP:Iteration 7Q (38748.230000 sec): 3 clusters
  Score: Raw -651208.681360 + Penalty 4072.626108 = -647136.055252
  nChanged 88
		SP:Iteration 8Q (38748.320000 sec): 3 clusters
  Score: Raw -651271.175278 + Penalty 4072.626108 = -647198.549171
  nChanged 79
		SP:Iteration 9Q (38748.400000 sec): 3 clusters
  Score: Raw -651320.142901 + Penalty 4072.626108 = -647247.516793
  nChanged 66
		SP:Iteration 10Q (38748.490000 sec): 3 clusters
  Score: Raw -651358.363333 + Penalty 4072.626108 = -647285.737225
  nChanged 56
		SP:Iteration 11Q (38748.570000 sec): 3 clusters
  Score: Raw -651398.597317 + Penalty 4072.626108 = -647325.971210
  nChanged 46
		SP:Iteration 12Q (38748.650000 sec): 3 clusters
  Score: Raw -651429.214789 + Penalty 4072.626108 = -647356.588681
  nChanged 42
		SP:Iteration 13Q (38748.740000 sec): 3 clusters
  Score: Raw -651449.886885 + Penalty 4072.626108 = -647377.260777
  nChanged 25
		SP:Iteration 14Q (38748.830000 sec): 3 clusters
  Score: Raw -651461.122744 + Penalty 4072.626108 = -647388.496636
  nChanged 20
		SP:Iteration 15Q (38748.910000 sec): 3 clusters
  Score: Raw -651471.675317 + Penalty 4072.626108 = -647399.049209
  nChanged 14
		SP:Iteration 16Q (38749.000000 sec): 3 clusters
  Score: Raw -651476.793523 + Penalty 4072.626108 = -647404.167415
  nChanged 14
		SP:Iteration 17Q (38749.080000 sec): 3 clusters
  Score: Raw -651484.433810 + Penalty 4072.626108 = -647411.807703
  nChanged 15
		SP:Iteration 18Q (38749.170000 sec): 3 clusters
  Score: Raw -651491.027279 + Penalty 4072.626108 = -647418.401172
  nChanged 11
		SP:Iteration 19Q (38749.250000 sec): 3 clusters
  Score: Raw -651496.394653 + Penalty 4072.626108 = -647423.768546
  nChanged 9
		SP:Iteration 20F (38749.330000 sec): 3 clusters
  Score: Raw -651499.789306 + Penalty 4072.626108 = -647427.163199
  nChanged 6
		SP:Iteration 21Q (38749.420000 sec): 3 clusters
  Score: Raw -651501.269600 + Penalty 4072.626108 = -647428.643492
  nChanged 3
		SP:Iteration 22Q (38749.500000 sec): 3 clusters
  Score: Raw -651502.815738 + Penalty 4072.626108 = -647430.189630
  nChanged 4
		SP:Iteration 23Q (38749.590000 sec): 3 clusters
  Score: Raw -651504.488047 + Penalty 4072.626108 = -647431.861939
  nChanged 5
		SP:Iteration 24Q (38749.670000 sec): 3 clusters
  Score: Raw -651505.879910 + Penalty 4072.626108 = -647433.253802
  nChanged 8
		SP:Iteration 25Q (38749.750000 sec): 3 clusters
  Score: Raw -651509.438014 + Penalty 4072.626108 = -647436.811907
  nChanged 8
		SP:Iteration 26Q (38749.840000 sec): 3 clusters
  Score: Raw -651512.900466 + Penalty 4072.626108 = -647440.274358
  nChanged 12
		SP:Iteration 27Q (38749.930000 sec): 3 clusters
  Score: Raw -651517.542022 + Penalty 4072.626108 = -647444.915914
  nChanged 9
		SP:Iteration 28Q (38750.010000 sec): 3 clusters
  Score: Raw -651521.863537 + Penalty 4072.626108 = -647449.237429
  nChanged 10
		SP:Iteration 29Q (38750.100000 sec): 3 clusters
  Score: Raw -651526.006105 + Penalty 4072.626108 = -647453.379997
  nChanged 9
		SP:Iteration 30Q (38750.180000 sec): 3 clusters
  Score: Raw -651530.077340 + Penalty 4072.626108 = -647457.451232
  nChanged 11
		SP:Iteration 31Q (38750.260000 sec): 3 clusters
  Score: Raw -651535.681840 + Penalty 4072.626108 = -647463.055732
  nChanged 6
		SP:Iteration 32Q (38750.350000 sec): 3 clusters
  Score: Raw -651537.454073 + Penalty 4072.626108 = -647464.827965
  nChanged 4
		SP:Iteration 33Q (38750.430000 sec): 3 clusters
  Score: Raw -651539.246784 + Penalty 4072.626108 = -647466.620676
  nChanged 9
		SP:Iteration 34Q (38750.510000 sec): 3 clusters
  Score: Raw -651542.490304 + Penalty 4072.626108 = -647469.864197
  nChanged 4
		SP:Iteration 35Q (38750.600000 sec): 3 clusters
  Score: Raw -651543.496072 + Penalty 4072.626108 = -647470.869965
  nChanged 0
		SP:Iteration 36F (38750.680000 sec): 3 clusters
  Score: Raw -651543.496072 + Penalty 4072.626108 = -647470.869965
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38750.760000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38750.790000 sec): 3 clusters
  Score: Raw -191455.987262 + Penalty 3494.272938 = -187961.714324
  nChanged 334
		SP:Iteration 1F (38750.820000 sec): 3 clusters
  Score: Raw -191831.857353 + Penalty 3494.272938 = -188337.584415
  nChanged 90
		SP:Iteration 2F (38750.860000 sec): 3 clusters
  Score: Raw -191961.224251 + Penalty 3494.272938 = -188466.951313
  nChanged 45
		SP:Iteration 3Q (38750.890000 sec): 3 clusters
  Score: Raw -192024.340646 + Penalty 3494.272938 = -188530.067708
  nChanged 36
		SP:Iteration 4Q (38751.020000 sec): 3 clusters
  Score: Raw -192071.681642 + Penalty 3494.272938 = -188577.408704
  nChanged 26
		SP:Iteration 5Q (38751.200000 sec): 3 clusters
  Score: Raw -192103.145547 + Penalty 3494.272938 = -188608.872609
  nChanged 25
		SP:Iteration 6Q (38751.380000 sec): 3 clusters
  Score: Raw -192159.384355 + Penalty 3494.272938 = -188665.111417
  nChanged 23
		SP:Iteration 7Q (38751.550000 sec): 3 clusters
  Score: Raw -192203.108724 + Penalty 3494.272938 = -188708.835786
  nChanged 27
		SP:Iteration 8Q (38751.730000 sec): 3 clusters
  Score: Raw -192245.155646 + Penalty 3494.272938 = -188750.882708
  nChanged 17
		SP:Iteration 9Q (38751.900000 sec): 3 clusters
  Score: Raw -192265.100380 + Penalty 3494.272938 = -188770.827442
  nChanged 6
		SP:Iteration 10Q (38752.080000 sec): 3 clusters
  Score: Raw -192271.377608 + Penalty 3494.272938 = -188777.104670
  nChanged 5
		SP:Iteration 11Q (38752.250000 sec): 3 clusters
  Score: Raw -192278.628450 + Penalty 3494.272938 = -188784.355512
  nChanged 5
		SP:Iteration 12Q (38752.400000 sec): 3 clusters
  Score: Raw -192284.043715 + Penalty 3494.272938 = -188789.770777
  nChanged 5
		SP:Iteration 13Q (38752.430000 sec): 3 clusters
  Score: Raw -192291.353589 + Penalty 3494.272938 = -188797.080651
  nChanged 4
		SP:Iteration 14Q (38752.460000 sec): 3 clusters
  Score: Raw -192294.870770 + Penalty 3494.272938 = -188800.597832
  nChanged 5
		SP:Iteration 15Q (38752.500000 sec): 3 clusters
  Score: Raw -192298.851738 + Penalty 3494.272938 = -188804.578800
  nChanged 2
		SP:Iteration 16Q (38752.530000 sec): 3 clusters
  Score: Raw -192300.633476 + Penalty 3494.272938 = -188806.360538
  nChanged 3
		SP:Iteration 17Q (38752.560000 sec): 3 clusters
  Score: Raw -192303.785233 + Penalty 3494.272938 = -188809.512295
  nChanged 4
		SP:Iteration 18Q (38752.590000 sec): 3 clusters
  Score: Raw -192312.744494 + Penalty 3494.272938 = -188818.471555
  nChanged 5
		SP:Iteration 19Q (38752.620000 sec): 3 clusters
  Score: Raw -192317.941750 + Penalty 3494.272938 = -188823.668812
  nChanged 3
		SP:Iteration 20F (38752.660000 sec): 3 clusters
  Score: Raw -192323.647622 + Penalty 3494.272938 = -188829.374684
  nChanged 7
		SP:Iteration 21Q (38752.690000 sec): 3 clusters
  Score: Raw -192335.560098 + Penalty 3494.272938 = -188841.287159
  nChanged 8
		SP:Iteration 22Q (38752.720000 sec): 3 clusters
  Score: Raw -192345.875357 + Penalty 3494.272938 = -188851.602419
  nChanged 5
		SP:Iteration 23Q (38752.750000 sec): 3 clusters
  Score: Raw -192352.747201 + Penalty 3494.272938 = -188858.474263
  nChanged 6
		SP:Iteration 24Q (38752.780000 sec): 3 clusters
  Score: Raw -192363.068774 + Penalty 3494.272938 = -188868.795836
  nChanged 6
		SP:Iteration 25Q (38752.820000 sec): 3 clusters
  Score: Raw -192368.487936 + Penalty 3494.272938 = -188874.214998
  nChanged 4
		SP:Iteration 26Q (38752.850000 sec): 3 clusters
  Score: Raw -192374.671114 + Penalty 3494.272938 = -188880.398175
  nChanged 3
		SP:Iteration 27Q (38752.880000 sec): 3 clusters
  Score: Raw -192379.409238 + Penalty 3494.272938 = -188885.136300
  nChanged 4
		SP:Iteration 28Q (38752.910000 sec): 3 clusters
  Score: Raw -192383.512651 + Penalty 3494.272938 = -188889.239713
  nChanged 3
		SP:Iteration 29Q (38752.940000 sec): 3 clusters
  Score: Raw -192386.981232 + Penalty 3494.272938 = -188892.708294
  nChanged 1
		SP:Iteration 30Q (38752.980000 sec): 3 clusters
  Score: Raw -192387.967071 + Penalty 3494.272938 = -188893.694133
  nChanged 1
		SP:Iteration 31Q (38753.010000 sec): 3 clusters
  Score: Raw -192388.854843 + Penalty 3494.272938 = -188894.581905
  nChanged 0
		SP:Iteration 32F (38753.040000 sec): 3 clusters
  Score: Raw -192388.854843 + Penalty 3494.272938 = -188894.581905
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38753.070000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38753.080000 sec): 3 clusters
  Score: Raw -20992.627722 + Penalty 2458.090221 = -18534.537502
  nChanged 7
		SP:Iteration 1Q (38753.080000 sec): 3 clusters
  Score: Raw -21031.779880 + Penalty 2458.090221 = -18573.689659
  nChanged 0
		SP:Iteration 2F (38753.090000 sec): 3 clusters
  Score: Raw -21031.779880 + Penalty 2458.090221 = -18573.689659
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38753.120000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38753.130000 sec): 3 clusters
  Score: Raw -52751.836034 + Penalty 2857.977486 = -49893.858548
  nChanged 41
		SP:Iteration 1F (38753.150000 sec): 3 clusters
  Score: Raw -52867.343190 + Penalty 2857.977486 = -50009.365705
  nChanged 6
		SP:Iteration 2Q (38753.160000 sec): 3 clusters
  Score: Raw -52899.572554 + Penalty 2857.977486 = -50041.595068
  nChanged 6
		SP:Iteration 3Q (38753.180000 sec): 3 clusters
  Score: Raw -52916.791895 + Penalty 2857.977486 = -50058.814409
  nChanged 4
		SP:Iteration 4Q (38753.190000 sec): 3 clusters
  Score: Raw -52935.981198 + Penalty 2857.977486 = -50078.003712
  nChanged 1
		SP:Iteration 5Q (38753.200000 sec): 3 clusters
  Score: Raw -52939.757885 + Penalty 2857.977486 = -50081.780400
  nChanged 0
		SP:Iteration 6F (38753.210000 sec): 3 clusters
  Score: Raw -52939.757885 + Penalty 2857.977486 = -50081.780400
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38753.240000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38753.260000 sec): 3 clusters
  Score: Raw -68490.624927 + Penalty 3139.541569 = -65351.083358
  nChanged 139
		SP:Iteration 1F (38753.290000 sec): 3 clusters
  Score: Raw -68794.014775 + Penalty 3139.541569 = -65654.473205
  nChanged 51
		SP:Iteration 2F (38753.310000 sec): 3 clusters
  Score: Raw -68943.335308 + Penalty 3139.541569 = -65803.793739
  nChanged 32
		SP:Iteration 3F (38753.330000 sec): 3 clusters
  Score: Raw -69033.189229 + Penalty 3139.541569 = -65893.647660
  nChanged 12
		SP:Iteration 4Q (38753.360000 sec): 3 clusters
  Score: Raw -69088.491416 + Penalty 3139.541569 = -65948.949846
  nChanged 8
		SP:Iteration 5Q (38753.380000 sec): 3 clusters
  Score: Raw -69103.556207 + Penalty 3139.541569 = -65964.014638
  nChanged 3
		SP:Iteration 6Q (38753.400000 sec): 3 clusters
  Score: Raw -69109.216452 + Penalty 3139.541569 = -65969.674883
  nChanged 0
		SP:Iteration 7F (38753.420000 sec): 3 clusters
  Score: Raw -69109.216452 + Penalty 3139.541569 = -65969.674883
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38753.440000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38753.450000 sec): 3 clusters
  Score: Raw -23042.976679 + Penalty 2471.868884 = -20571.107794
  nChanged 6
		SP:Iteration 1Q (38753.460000 sec): 3 clusters
  Score: Raw -23108.191734 + Penalty 2471.868884 = -20636.322850
  nChanged 4
		SP:Iteration 2Q (38753.470000 sec): 3 clusters
  Score: Raw -23123.563497 + Penalty 2471.868884 = -20651.694612
  nChanged 0
		SP:Iteration 3F (38753.480000 sec): 3 clusters
  Score: Raw -23123.563497 + Penalty 2471.868884 = -20651.694612
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38753.500000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38753.530000 sec): 3 clusters
  Score: Raw -95068.483997 + Penalty 3167.892142 = -91900.591855
  nChanged 120
		SP:Iteration 1F (38753.550000 sec): 3 clusters
  Score: Raw -95293.040300 + Penalty 3167.892142 = -92125.148158
  nChanged 37
		SP:Iteration 2F (38753.580000 sec): 3 clusters
  Score: Raw -95369.293415 + Penalty 3167.892142 = -92201.401273
  nChanged 15
		SP:Iteration 3Q (38753.600000 sec): 3 clusters
  Score: Raw -95413.015672 + Penalty 3167.892142 = -92245.123529
  nChanged 8
		SP:Iteration 4Q (38753.620000 sec): 3 clusters
  Score: Raw -95433.903200 + Penalty 3167.892142 = -92266.011058
  nChanged 6
		SP:Iteration 5Q (38753.730000 sec): 3 clusters
  Score: Raw -95444.140718 + Penalty 3167.892142 = -92276.248575
  nChanged 4
		SP:Iteration 6Q (38753.750000 sec): 3 clusters
  Score: Raw -95455.678193 + Penalty 3167.892142 = -92287.786051
  nChanged 2
		SP:Iteration 7Q (38753.780000 sec): 3 clusters
  Score: Raw -95468.482546 + Penalty 3167.892142 = -92300.590404
  nChanged 6
		SP:Iteration 8Q (38753.800000 sec): 3 clusters
  Score: Raw -95513.388235 + Penalty 3167.892142 = -92345.496093
  nChanged 7
		SP:Iteration 9Q (38753.820000 sec): 3 clusters
  Score: Raw -95552.524064 + Penalty 3167.892142 = -92384.631922
  nChanged 10
		SP:Iteration 10Q (38753.840000 sec): 3 clusters
  Score: Raw -95579.450059 + Penalty 3167.892142 = -92411.557917
  nChanged 11
		SP:Iteration 11Q (38753.870000 sec): 3 clusters
  Score: Raw -95604.170833 + Penalty 3167.892142 = -92436.278691
  nChanged 2
		SP:Iteration 12Q (38753.890000 sec): 3 clusters
  Score: Raw -95611.715120 + Penalty 3167.892142 = -92443.822978
  nChanged 4
		SP:Iteration 13Q (38753.910000 sec): 3 clusters
  Score: Raw -95620.339031 + Penalty 3167.892142 = -92452.446889
  nChanged 6
		SP:Iteration 14Q (38753.940000 sec): 3 clusters
  Score: Raw -95637.556393 + Penalty 3167.892142 = -92469.664251
  nChanged 6
		SP:Iteration 15Q (38753.960000 sec): 3 clusters
  Score: Raw -95648.971986 + Penalty 3167.892142 = -92481.079843
  nChanged 8
		SP:Iteration 16Q (38753.980000 sec): 3 clusters
  Score: Raw -95664.302726 + Penalty 3167.892142 = -92496.410583
  nChanged 6
		SP:Iteration 17Q (38754.000000 sec): 3 clusters
  Score: Raw -95680.742080 + Penalty 3167.892142 = -92512.849938
  nChanged 9
		SP:Iteration 18Q (38754.030000 sec): 3 clusters
  Score: Raw -95708.820828 + Penalty 3167.892142 = -92540.928686
  nChanged 9
		SP:Iteration 19Q (38754.050000 sec): 3 clusters
  Score: Raw -95740.457182 + Penalty 3167.892142 = -92572.565039
  nChanged 6
		SP:Iteration 20F (38754.070000 sec): 3 clusters
  Score: Raw -95762.169999 + Penalty 3167.892142 = -92594.277857
  nChanged 4
		SP:Iteration 21Q (38754.100000 sec): 3 clusters
  Score: Raw -95778.332676 + Penalty 3167.892142 = -92610.440534
  nChanged 5
		SP:Iteration 22Q (38754.120000 sec): 3 clusters
  Score: Raw -95788.786853 + Penalty 3167.892142 = -92620.894710
  nChanged 3
		SP:Iteration 23Q (38754.140000 sec): 3 clusters
  Score: Raw -95795.997835 + Penalty 3167.892142 = -92628.105692
  nChanged 1
		SP:Iteration 24Q (38754.160000 sec): 3 clusters
  Score: Raw -95798.856943 + Penalty 3167.892142 = -92630.964800
  nChanged 2
		SP:Iteration 25Q (38754.190000 sec): 3 clusters
  Score: Raw -95801.684240 + Penalty 3167.892142 = -92633.792098
  nChanged 1
		SP:Iteration 26Q (38754.210000 sec): 3 clusters
  Score: Raw -95803.781702 + Penalty 3167.892142 = -92635.889560
  nChanged 1
		SP:Iteration 27Q (38754.230000 sec): 3 clusters
  Score: Raw -95816.678601 + Penalty 3167.892142 = -92648.786458
  nChanged 3
		SP:Iteration 28Q (38754.260000 sec): 3 clusters
  Score: Raw -95822.747485 + Penalty 3167.892142 = -92654.855343
  nChanged 3
		SP:Iteration 29Q (38754.350000 sec): 3 clusters
  Score: Raw -95831.818716 + Penalty 3167.892142 = -92663.926574
  nChanged 5
		SP:Iteration 30Q (38754.370000 sec): 3 clusters
  Score: Raw -95842.967767 + Penalty 3167.892142 = -92675.075624
  nChanged 7
		SP:Iteration 31Q (38754.380000 sec): 3 clusters
  Score: Raw -95858.799986 + Penalty 3167.892142 = -92690.907843
  nChanged 0
		SP:Iteration 32F (38754.400000 sec): 3 clusters
  Score: Raw -95858.799986 + Penalty 3167.892142 = -92690.907843
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38754.420000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38754.430000 sec): 3 clusters
  Score: Raw -43873.899993 + Penalty 2789.512683 = -41084.387310
  nChanged 39
		SP:Iteration 1F (38754.440000 sec): 3 clusters
  Score: Raw -43992.060494 + Penalty 2789.512683 = -41202.547811
  nChanged 7
		SP:Iteration 2Q (38754.450000 sec): 3 clusters
  Score: Raw -44013.368224 + Penalty 2789.512683 = -41223.855541
  nChanged 3
		SP:Iteration 3Q (38754.460000 sec): 3 clusters
  Score: Raw -44026.081084 + Penalty 2789.512683 = -41236.568400
  nChanged 0
		SP:Iteration 4F (38754.470000 sec): 3 clusters
  Score: Raw -44026.081084 + Penalty 2789.512683 = -41236.568400
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38754.510000 sec): 2 clusters
  Score: Raw -185766.631493 + Penalty 1747.136469 = -184019.495024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38754.540000 sec): 3 clusters
  Score: Raw -185533.087254 + Penalty 3494.272938 = -182038.814316
  nChanged 327
		SP:Iteration 1F (38754.580000 sec): 3 clusters
  Score: Raw -185885.067196 + Penalty 3494.272938 = -182390.794258
  nChanged 90
		SP:Iteration 2F (38754.610000 sec): 3 clusters
  Score: Raw -186020.052764 + Penalty 3494.272938 = -182525.779825
  nChanged 57
		SP:Iteration 3Q (38754.640000 sec): 3 clusters
  Score: Raw -186117.994537 + Penalty 3494.272938 = -182623.721599
  nChanged 44
		SP:Iteration 4Q (38754.670000 sec): 3 clusters
  Score: Raw -186182.822697 + Penalty 3494.272938 = -182688.549759
  nChanged 34
		SP:Iteration 5Q (38754.700000 sec): 3 clusters
  Score: Raw -186238.618716 + Penalty 3494.272938 = -182744.345778
  nChanged 26
		SP:Iteration 6Q (38754.740000 sec): 3 clusters
  Score: Raw -186287.379494 + Penalty 3494.272938 = -182793.106556
  nChanged 24
		SP:Iteration 7Q (38754.770000 sec): 3 clusters
  Score: Raw -186317.199299 + Penalty 3494.272938 = -182822.926361
  nChanged 15
		SP:Iteration 8Q (38754.800000 sec): 3 clusters
  Score: Raw -186335.280334 + Penalty 3494.272938 = -182841.007396
  nChanged 8
		SP:Iteration 9Q (38754.830000 sec): 3 clusters
  Score: Raw -186347.183645 + Penalty 3494.272938 = -182852.910707
  nChanged 13
		SP:Iteration 10Q (38754.860000 sec): 3 clusters
  Score: Raw -186377.088524 + Penalty 3494.272938 = -182882.815586
  nChanged 23
		SP:Iteration 11Q (38754.900000 sec): 3 clusters
  Score: Raw -186425.273148 + Penalty 3494.272938 = -182931.000210
  nChanged 19
		SP:Iteration 12Q (38754.930000 sec): 3 clusters
  Score: Raw -186472.320084 + Penalty 3494.272938 = -182978.047146
  nChanged 22
		SP:Iteration 13Q (38754.960000 sec): 3 clusters
  Score: Raw -186520.515601 + Penalty 3494.272938 = -183026.242663
  nChanged 23
		SP:Iteration 14Q (38754.990000 sec): 3 clusters
  Score: Raw -186563.656625 + Penalty 3494.272938 = -183069.383687
  nChanged 20
		SP:Iteration 15Q (38755.020000 sec): 3 clusters
  Score: Raw -186609.491055 + Penalty 3494.272938 = -183115.218117
  nChanged 16
		SP:Iteration 16Q (38755.060000 sec): 3 clusters
  Score: Raw -186649.637089 + Penalty 3494.272938 = -183155.364151
  nChanged 8
		SP:Iteration 17Q (38755.090000 sec): 3 clusters
  Score: Raw -186665.981099 + Penalty 3494.272938 = -183171.708161
  nChanged 9
		SP:Iteration 18Q (38755.120000 sec): 3 clusters
  Score: Raw -186677.669806 + Penalty 3494.272938 = -183183.396868
  nChanged 3
		SP:Iteration 19Q (38755.150000 sec): 3 clusters
  Score: Raw -186679.886975 + Penalty 3494.272938 = -183185.614037
  nChanged 2
		SP:Iteration 20F (38755.180000 sec): 3 clusters
  Score: Raw -186691.260239 + Penalty 3494.272938 = -183196.987301
  nChanged 5
		SP:Iteration 21Q (38755.220000 sec): 3 clusters
  Score: Raw -186709.102138 + Penalty 3494.272938 = -183214.829200
  nChanged 5
		SP:Iteration 22Q (38755.250000 sec): 3 clusters
  Score: Raw -186715.579265 + Penalty 3494.272938 = -183221.306326
  nChanged 4
		SP:Iteration 23Q (38755.280000 sec): 3 clusters
  Score: Raw -186722.431421 + Penalty 3494.272938 = -183228.158483
  nChanged 5
		SP:Iteration 24Q (38755.310000 sec): 3 clusters
  Score: Raw -186739.313366 + Penalty 3494.272938 = -183245.040428
  nChanged 8
		SP:Iteration 25Q (38755.340000 sec): 3 clusters
  Score: Raw -186768.122037 + Penalty 3494.272938 = -183273.849099
  nChanged 10
		SP:Iteration 26Q (38755.380000 sec): 3 clusters
  Score: Raw -186788.048375 + Penalty 3494.272938 = -183293.775437
  nChanged 10
		SP:Iteration 27Q (38755.410000 sec): 3 clusters
  Score: Raw -186806.308983 + Penalty 3494.272938 = -183312.036045
  nChanged 8
		SP:Iteration 28Q (38755.440000 sec): 3 clusters
  Score: Raw -186819.686662 + Penalty 3494.272938 = -183325.413724
  nChanged 8
		SP:Iteration 29Q (38755.470000 sec): 3 clusters
  Score: Raw -186835.982620 + Penalty 3494.272938 = -183341.709682
  nChanged 6
		SP:Iteration 30Q (38755.500000 sec): 3 clusters
  Score: Raw -186841.314636 + Penalty 3494.272938 = -183347.041698
  nChanged 1
		SP:Iteration 31Q (38755.540000 sec): 3 clusters
  Score: Raw -186842.144909 + Penalty 3494.272938 = -183347.871970
  nChanged 1
		SP:Iteration 32Q (38755.570000 sec): 3 clusters
  Score: Raw -186843.457633 + Penalty 3494.272938 = -183349.184695
  nChanged 0
		SP:Iteration 33F (38755.600000 sec): 3 clusters
  Score: Raw -186843.457633 + Penalty 3494.272938 = -183349.184695
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38755.640000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38755.650000 sec): 3 clusters
  Score: Raw -46447.621609 + Penalty 2908.361063 = -43539.260546
  nChanged 102
		SP:Iteration 1F (38755.660000 sec): 3 clusters
  Score: Raw -46902.671448 + Penalty 2908.361063 = -43994.310385
  nChanged 26
		SP:Iteration 2F (38755.680000 sec): 3 clusters
  Score: Raw -47102.502555 + Penalty 2908.361063 = -44194.141492
  nChanged 11
		SP:Iteration 3Q (38755.690000 sec): 3 clusters
  Score: Raw -47132.079652 + Penalty 2908.361063 = -44223.718589
  nChanged 5
		SP:Iteration 4Q (38755.700000 sec): 3 clusters
  Score: Raw -47144.011340 + Penalty 2908.361063 = -44235.650277
  nChanged 5
		SP:Iteration 5Q (38755.720000 sec): 3 clusters
  Score: Raw -47170.806101 + Penalty 2908.361063 = -44262.445038
  nChanged 4
		SP:Iteration 6Q (38755.730000 sec): 3 clusters
  Score: Raw -47183.111194 + Penalty 2908.361063 = -44274.750131
  nChanged 3
		SP:Iteration 7Q (38755.750000 sec): 3 clusters
  Score: Raw -47203.058651 + Penalty 2908.361063 = -44294.697588
  nChanged 0
		SP:Iteration 8F (38755.760000 sec): 3 clusters
  Score: Raw -47203.084979 + Penalty 2908.361063 = -44294.723916
  nChanged 1
		SP:Iteration 9Q (38755.780000 sec): 3 clusters
  Score: Raw -47215.029788 + Penalty 2908.361063 = -44306.668725
  nChanged 1
		SP:Iteration 10Q (38755.790000 sec): 3 clusters
  Score: Raw -47232.439285 + Penalty 2908.361063 = -44324.078222
  nChanged 0
		SP:Iteration 11F (38755.810000 sec): 3 clusters
  Score: Raw -47232.439285 + Penalty 2908.361063 = -44324.078222
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38755.840000 sec): 2 clusters
  Score: Raw -85480.501573 + Penalty 1586.438554 = -83894.063019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38755.860000 sec): 3 clusters
  Score: Raw -85496.147951 + Penalty 3172.877109 = -82323.270842
  nChanged 116
		SP:Iteration 1F (38755.890000 sec): 3 clusters
  Score: Raw -85688.450998 + Penalty 3172.877109 = -82515.573889
  nChanged 27
		SP:Iteration 2Q (38755.910000 sec): 3 clusters
  Score: Raw -85733.318551 + Penalty 3172.877109 = -82560.441442
  nChanged 14
		SP:Iteration 3Q (38755.940000 sec): 3 clusters
  Score: Raw -85759.223083 + Penalty 3172.877109 = -82586.345974
  nChanged 7
		SP:Iteration 4Q (38755.960000 sec): 3 clusters
  Score: Raw -85789.344894 + Penalty 3172.877109 = -82616.467785
  nChanged 12
		SP:Iteration 5Q (38755.980000 sec): 3 clusters
  Score: Raw -85842.475706 + Penalty 3172.877109 = -82669.598597
  nChanged 14
		SP:Iteration 6Q (38756.000000 sec): 3 clusters
  Score: Raw -85911.660906 + Penalty 3172.877109 = -82738.783797
  nChanged 20
		SP:Iteration 7Q (38756.030000 sec): 3 clusters
  Score: Raw -85973.027743 + Penalty 3172.877109 = -82800.150634
  nChanged 16
		SP:Iteration 8Q (38756.050000 sec): 3 clusters
  Score: Raw -86016.171589 + Penalty 3172.877109 = -82843.294480
  nChanged 10
		SP:Iteration 9Q (38756.070000 sec): 3 clusters
  Score: Raw -86041.644412 + Penalty 3172.877109 = -82868.767303
  nChanged 7
		SP:Iteration 10Q (38756.100000 sec): 3 clusters
  Score: Raw -86051.834400 + Penalty 3172.877109 = -82878.957291
  nChanged 4
		SP:Iteration 11Q (38756.120000 sec): 3 clusters
  Score: Raw -86063.439439 + Penalty 3172.877109 = -82890.562330
  nChanged 4
		SP:Iteration 12Q (38756.140000 sec): 3 clusters
  Score: Raw -86074.244447 + Penalty 3172.877109 = -82901.367338
  nChanged 4
		SP:Iteration 13Q (38756.160000 sec): 3 clusters
  Score: Raw -86089.598644 + Penalty 3172.877109 = -82916.721535
  nChanged 8
		SP:Iteration 14Q (38756.190000 sec): 3 clusters
  Score: Raw -86110.186475 + Penalty 3172.877109 = -82937.309366
  nChanged 8
		SP:Iteration 15Q (38756.210000 sec): 3 clusters
  Score: Raw -86132.891651 + Penalty 3172.877109 = -82960.014542
  nChanged 4
		SP:Iteration 16Q (38756.230000 sec): 3 clusters
  Score: Raw -86146.146070 + Penalty 3172.877109 = -82973.268961
  nChanged 4
		SP:Iteration 17Q (38756.250000 sec): 3 clusters
  Score: Raw -86175.391089 + Penalty 3172.877109 = -83002.513980
  nChanged 4
		SP:Iteration 18Q (38756.280000 sec): 3 clusters
  Score: Raw -86186.378583 + Penalty 3172.877109 = -83013.501474
  nChanged 3
		SP:Iteration 19Q (38756.300000 sec): 3 clusters
  Score: Raw -86198.647136 + Penalty 3172.877109 = -83025.770027
  nChanged 4
		SP:Iteration 20F (38756.320000 sec): 3 clusters
  Score: Raw -86216.850175 + Penalty 3172.877109 = -83043.973066
  nChanged 3
		SP:Iteration 21Q (38756.340000 sec): 3 clusters
  Score: Raw -86221.797180 + Penalty 3172.877109 = -83048.920071
  nChanged 1
		SP:Iteration 22Q (38756.370000 sec): 3 clusters
  Score: Raw -86224.484077 + Penalty 3172.877109 = -83051.606968
  nChanged 1
		SP:Iteration 23Q (38756.390000 sec): 3 clusters
  Score: Raw -86232.232672 + Penalty 3172.877109 = -83059.355563
  nChanged 1
		SP:Iteration 24Q (38756.410000 sec): 3 clusters
  Score: Raw -86233.937469 + Penalty 3172.877109 = -83061.060360
  nChanged 0
		SP:Iteration 25F (38756.440000 sec): 3 clusters
  Score: Raw -86233.937469 + Penalty 3172.877109 = -83061.060360
  nChanged 0
Deleting Class 41 (469 points): Lose 3053.613260 but Gain 3262.464713
Iteration 495F (38870.760000 sec): 60 clusters
  Score: Raw -91407778.288160 + Penalty 192485.418085 = -91215292.870076
  nChanged 428
Iteration 496F (38981.760000 sec): 60 clusters
  Score: Raw -91408913.279862 + Penalty 192485.418085 = -91216427.861777
  nChanged 30
Iteration 497Q (39061.250000 sec): 60 clusters
  Score: Raw -91408942.672904 + Penalty 192485.418085 = -91216457.254819
  nChanged 4
Iteration 498Q (39140.190000 sec): 60 clusters
  Score: Raw -91408945.272099 + Penalty 192485.418085 = -91216459.854014
  nChanged 2
Writing temp clu file 
Because OldScore, -91216457.254819, is greater than current (better) Score,-91216459.854014 
 Compute initial score before splitting:   Score: Raw -91408945.272099 + Penalty 192485.418085 = -91216459.854014
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39140.290000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39140.450000 sec): 3 clusters
  Score: Raw -48077.328631 + Penalty 2941.076215 = -45136.252416
  nChanged 74
		SP:Iteration 1F (39140.610000 sec): 3 clusters
  Score: Raw -48404.091154 + Penalty 2941.076215 = -45463.014939
  nChanged 30
		SP:Iteration 2F (39140.770000 sec): 3 clusters
  Score: Raw -48587.603644 + Penalty 2941.076215 = -45646.527429
  nChanged 22
		SP:Iteration 3F (39140.930000 sec): 3 clusters
  Score: Raw -48725.429871 + Penalty 2941.076215 = -45784.353655
  nChanged 13
		SP:Iteration 4Q (39141.100000 sec): 3 clusters
  Score: Raw -48798.440355 + Penalty 2941.076215 = -45857.364140
  nChanged 8
		SP:Iteration 5Q (39141.270000 sec): 3 clusters
  Score: Raw -48896.068967 + Penalty 2941.076215 = -45954.992752
  nChanged 7
		SP:Iteration 6Q (39141.450000 sec): 3 clusters
  Score: Raw -48934.418423 + Penalty 2941.076215 = -45993.342208
  nChanged 3
		SP:Iteration 7Q (39141.620000 sec): 3 clusters
  Score: Raw -48943.074661 + Penalty 2941.076215 = -46001.998446
  nChanged 2
		SP:Iteration 8Q (39141.800000 sec): 3 clusters
  Score: Raw -48953.005843 + Penalty 2941.076215 = -46011.929628
  nChanged 0
		SP:Iteration 9F (39141.980000 sec): 3 clusters
  Score: Raw -48953.005843 + Penalty 2941.076215 = -46011.929628
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39142.060000 sec): 2 clusters
  Score: Raw -77478.041275 + Penalty 1532.644130 = -75945.397145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39142.240000 sec): 3 clusters
  Score: Raw -77526.033865 + Penalty 3065.288260 = -74460.745605
  nChanged 104
		SP:Iteration 1F (39142.420000 sec): 3 clusters
  Score: Raw -77717.312868 + Penalty 3065.288260 = -74652.024607
  nChanged 26
		SP:Iteration 2F (39142.590000 sec): 3 clusters
  Score: Raw -77776.455894 + Penalty 3065.288260 = -74711.167634
  nChanged 12
		SP:Iteration 3Q (39142.760000 sec): 3 clusters
  Score: Raw -77800.628686 + Penalty 3065.288260 = -74735.340425
  nChanged 4
		SP:Iteration 4Q (39142.940000 sec): 3 clusters
  Score: Raw -77804.671339 + Penalty 3065.288260 = -74739.383079
  nChanged 1
		SP:Iteration 5Q (39143.120000 sec): 3 clusters
  Score: Raw -77805.063007 + Penalty 3065.288260 = -74739.774747
  nChanged 1
		SP:Iteration 6Q (39143.290000 sec): 3 clusters
  Score: Raw -77805.514380 + Penalty 3065.288260 = -74740.226120
  nChanged 2
		SP:Iteration 7Q (39143.470000 sec): 3 clusters
  Score: Raw -77808.042568 + Penalty 3065.288260 = -74742.754308
  nChanged 0
		SP:Iteration 8F (39143.640000 sec): 3 clusters
  Score: Raw -77808.042568 + Penalty 3065.288260 = -74742.754308
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39143.730000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39143.910000 sec): 3 clusters
  Score: Raw -221734.670085 + Penalty 3514.607126 = -218220.062959
  nChanged 300
		SP:Iteration 1F (39144.080000 sec): 3 clusters
  Score: Raw -222043.375310 + Penalty 3514.607126 = -218528.768183
  nChanged 72
		SP:Iteration 2F (39144.260000 sec): 3 clusters
  Score: Raw -222128.782206 + Penalty 3514.607126 = -218614.175080
  nChanged 32
		SP:Iteration 3Q (39144.440000 sec): 3 clusters
  Score: Raw -222168.498446 + Penalty 3514.607126 = -218653.891320
  nChanged 27
		SP:Iteration 4Q (39144.610000 sec): 3 clusters
  Score: Raw -222210.450796 + Penalty 3514.607126 = -218695.843670
  nChanged 31
		SP:Iteration 5Q (39144.790000 sec): 3 clusters
  Score: Raw -222248.418216 + Penalty 3514.607126 = -218733.811090
  nChanged 17
		SP:Iteration 6Q (39144.960000 sec): 3 clusters
  Score: Raw -222267.916489 + Penalty 3514.607126 = -218753.309363
  nChanged 13
		SP:Iteration 7Q (39145.140000 sec): 3 clusters
  Score: Raw -222281.941790 + Penalty 3514.607126 = -218767.334664
  nChanged 5
		SP:Iteration 8Q (39145.320000 sec): 3 clusters
  Score: Raw -222286.865514 + Penalty 3514.607126 = -218772.258387
  nChanged 9
		SP:Iteration 9Q (39145.490000 sec): 3 clusters
  Score: Raw -222295.865921 + Penalty 3514.607126 = -218781.258794
  nChanged 8
		SP:Iteration 10Q (39145.670000 sec): 3 clusters
  Score: Raw -222304.760014 + Penalty 3514.607126 = -218790.152887
  nChanged 7
		SP:Iteration 11Q (39145.840000 sec): 3 clusters
  Score: Raw -222315.016044 + Penalty 3514.607126 = -218800.408918
  nChanged 10
		SP:Iteration 12Q (39146.020000 sec): 3 clusters
  Score: Raw -222323.252890 + Penalty 3514.607126 = -218808.645763
  nChanged 1
		SP:Iteration 13Q (39146.200000 sec): 3 clusters
  Score: Raw -222323.970456 + Penalty 3514.607126 = -218809.363329
  nChanged 0
		SP:Iteration 14F (39146.360000 sec): 3 clusters
  Score: Raw -222323.970456 + Penalty 3514.607126 = -218809.363329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39146.440000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39146.590000 sec): 3 clusters
  Score: Raw -27011.281636 + Penalty 2544.429763 = -24466.851874
  nChanged 12
		SP:Iteration 1F (39146.750000 sec): 3 clusters
  Score: Raw -27072.831256 + Penalty 2544.429763 = -24528.401493
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39146.860000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39147.080000 sec): 3 clusters
  Score: Raw -901848.344206 + Penalty 4236.000510 = -897612.343696
  nChanged 1944
		SP:Iteration 1F (39147.280000 sec): 3 clusters
  Score: Raw -902919.957319 + Penalty 4236.000510 = -898683.956809
  nChanged 356
		SP:Iteration 2F (39147.480000 sec): 3 clusters
  Score: Raw -903102.367388 + Penalty 4236.000510 = -898866.366879
  nChanged 233
		SP:Iteration 3Q (39147.680000 sec): 3 clusters
  Score: Raw -903218.615080 + Penalty 4236.000510 = -898982.614570
  nChanged 171
		SP:Iteration 4Q (39147.890000 sec): 3 clusters
  Score: Raw -903299.075184 + Penalty 4236.000510 = -899063.074674
  nChanged 171
		SP:Iteration 5Q (39148.090000 sec): 3 clusters
  Score: Raw -903389.702514 + Penalty 4236.000510 = -899153.702004
  nChanged 177
		SP:Iteration 6Q (39148.300000 sec): 3 clusters
  Score: Raw -903490.477926 + Penalty 4236.000510 = -899254.477416
  nChanged 148
		SP:Iteration 7Q (39148.500000 sec): 3 clusters
  Score: Raw -903591.340677 + Penalty 4236.000510 = -899355.340167
  nChanged 151
		SP:Iteration 8Q (39148.700000 sec): 3 clusters
  Score: Raw -903676.405173 + Penalty 4236.000510 = -899440.404663
  nChanged 129
		SP:Iteration 9Q (39148.900000 sec): 3 clusters
  Score: Raw -903744.621296 + Penalty 4236.000510 = -899508.620786
  nChanged 110
		SP:Iteration 10Q (39149.060000 sec): 3 clusters
  Score: Raw -903799.512125 + Penalty 4236.000510 = -899563.511615
  nChanged 86
		SP:Iteration 11Q (39149.220000 sec): 3 clusters
  Score: Raw -903839.471276 + Penalty 4236.000510 = -899603.470766
  nChanged 78
		SP:Iteration 12Q (39149.410000 sec): 3 clusters
  Score: Raw -903876.048391 + Penalty 4236.000510 = -899640.047881
  nChanged 61
		SP:Iteration 13Q (39149.590000 sec): 3 clusters
  Score: Raw -903901.255167 + Penalty 4236.000510 = -899665.254657
  nChanged 58
		SP:Iteration 14Q (39149.800000 sec): 3 clusters
  Score: Raw -903924.886785 + Penalty 4236.000510 = -899688.886275
  nChanged 49
		SP:Iteration 15Q (39149.960000 sec): 3 clusters
  Score: Raw -903945.762952 + Penalty 4236.000510 = -899709.762442
  nChanged 46
		SP:Iteration 16Q (39150.120000 sec): 3 clusters
  Score: Raw -903965.861577 + Penalty 4236.000510 = -899729.861067
  nChanged 51
		SP:Iteration 17Q (39150.320000 sec): 3 clusters
  Score: Raw -903987.328020 + Penalty 4236.000510 = -899751.327510
  nChanged 34
		SP:Iteration 18Q (39150.480000 sec): 3 clusters
  Score: Raw -904001.817505 + Penalty 4236.000510 = -899765.816995
  nChanged 46
		SP:Iteration 19Q (39150.640000 sec): 3 clusters
  Score: Raw -904023.046429 + Penalty 4236.000510 = -899787.045919
  nChanged 47
		SP:Iteration 20F (39150.800000 sec): 3 clusters
  Score: Raw -904045.458983 + Penalty 4236.000510 = -899809.458473
  nChanged 56
		SP:Iteration 21Q (39150.960000 sec): 3 clusters
  Score: Raw -904074.133823 + Penalty 4236.000510 = -899838.133313
  nChanged 49
		SP:Iteration 22Q (39151.130000 sec): 3 clusters
  Score: Raw -904101.945754 + Penalty 4236.000510 = -899865.945244
  nChanged 57
		SP:Iteration 23Q (39151.290000 sec): 3 clusters
  Score: Raw -904137.142642 + Penalty 4236.000510 = -899901.142132
  nChanged 72
		SP:Iteration 24Q (39151.450000 sec): 3 clusters
  Score: Raw -904179.630380 + Penalty 4236.000510 = -899943.629870
  nChanged 79
		SP:Iteration 25Q (39151.650000 sec): 3 clusters
  Score: Raw -904233.937131 + Penalty 4236.000510 = -899997.936621
  nChanged 93
		SP:Iteration 26Q (39151.820000 sec): 3 clusters
  Score: Raw -904303.391891 + Penalty 4236.000510 = -900067.391381
  nChanged 112
		SP:Iteration 27Q (39151.980000 sec): 3 clusters
  Score: Raw -904383.531755 + Penalty 4236.000510 = -900147.531245
  nChanged 115
		SP:Iteration 28Q (39152.220000 sec): 3 clusters
  Score: Raw -904467.849743 + Penalty 4236.000510 = -900231.849233
  nChanged 104
		SP:Iteration 29Q (39152.390000 sec): 3 clusters
  Score: Raw -904534.526942 + Penalty 4236.000510 = -900298.526432
  nChanged 99
		SP:Iteration 30Q (39152.600000 sec): 3 clusters
  Score: Raw -904595.093785 + Penalty 4236.000510 = -900359.093275
  nChanged 86
		SP:Iteration 31Q (39152.760000 sec): 3 clusters
  Score: Raw -904642.972729 + Penalty 4236.000510 = -900406.972219
  nChanged 70
		SP:Iteration 32Q (39152.920000 sec): 3 clusters
  Score: Raw -904684.458057 + Penalty 4236.000510 = -900448.457547
  nChanged 77
		SP:Iteration 33Q (39153.130000 sec): 3 clusters
  Score: Raw -904728.276184 + Penalty 4236.000510 = -900492.275674
  nChanged 54
		SP:Iteration 34Q (39153.330000 sec): 3 clusters
  Score: Raw -904759.882328 + Penalty 4236.000510 = -900523.881818
  nChanged 53
		SP:Iteration 35Q (39153.490000 sec): 3 clusters
  Score: Raw -904786.142585 + Penalty 4236.000510 = -900550.142075
  nChanged 44
		SP:Iteration 36Q (39153.650000 sec): 3 clusters
  Score: Raw -904805.691292 + Penalty 4236.000510 = -900569.690782
  nChanged 26
		SP:Iteration 37Q (39153.810000 sec): 3 clusters
  Score: Raw -904816.256353 + Penalty 4236.000510 = -900580.255843
  nChanged 27
		SP:Iteration 38Q (39154.000000 sec): 3 clusters
  Score: Raw -904826.371235 + Penalty 4236.000510 = -900590.370725
  nChanged 16
		SP:Iteration 39Q (39154.180000 sec): 3 clusters
  Score: Raw -904833.101376 + Penalty 4236.000510 = -900597.100866
  nChanged 23
		SP:Iteration 40F (39154.340000 sec): 3 clusters
  Score: Raw -904841.738206 + Penalty 4236.000510 = -900605.737696
  nChanged 26
		SP:Iteration 41Q (39154.500000 sec): 3 clusters
  Score: Raw -904852.719399 + Penalty 4236.000510 = -900616.718889
  nChanged 21
		SP:Iteration 42Q (39154.700000 sec): 3 clusters
  Score: Raw -904860.500060 + Penalty 4236.000510 = -900624.499550
  nChanged 17
		SP:Iteration 43Q (39154.890000 sec): 3 clusters
  Score: Raw -904867.008754 + Penalty 4236.000510 = -900631.008244
  nChanged 14
		SP:Iteration 44Q (39155.070000 sec): 3 clusters
  Score: Raw -904872.180154 + Penalty 4236.000510 = -900636.179644
  nChanged 13
		SP:Iteration 45Q (39155.270000 sec): 3 clusters
  Score: Raw -904876.168222 + Penalty 4236.000510 = -900640.167712
  nChanged 13
		SP:Iteration 46Q (39155.440000 sec): 3 clusters
  Score: Raw -904881.331533 + Penalty 4236.000510 = -900645.331023
  nChanged 14
		SP:Iteration 47Q (39155.600000 sec): 3 clusters
  Score: Raw -904887.036695 + Penalty 4236.000510 = -900651.036185
  nChanged 17
		SP:Iteration 48Q (39155.760000 sec): 3 clusters
  Score: Raw -904896.010058 + Penalty 4236.000510 = -900660.009548
  nChanged 21
		SP:Iteration 49Q (39155.920000 sec): 3 clusters
  Score: Raw -904905.298012 + Penalty 4236.000510 = -900669.297502
  nChanged 19
		SP:Iteration 50Q (39156.080000 sec): 3 clusters
  Score: Raw -904912.821169 + Penalty 4236.000510 = -900676.820659
  nChanged 15
		SP:Iteration 51Q (39156.270000 sec): 3 clusters
  Score: Raw -904918.096534 + Penalty 4236.000510 = -900682.096024
  nChanged 6
		SP:Iteration 52Q (39156.440000 sec): 3 clusters
  Score: Raw -904920.134795 + Penalty 4236.000510 = -900684.134285
  nChanged 3
		SP:Iteration 53Q (39156.600000 sec): 3 clusters
  Score: Raw -904921.381437 + Penalty 4236.000510 = -900685.380927
  nChanged 6
		SP:Iteration 54Q (39156.760000 sec): 3 clusters
  Score: Raw -904923.677641 + Penalty 4236.000510 = -900687.677131
  nChanged 5
		SP:Iteration 55Q (39156.920000 sec): 3 clusters
  Score: Raw -904924.621594 + Penalty 4236.000510 = -900688.621084
  nChanged 0
		SP:Iteration 56F (39157.090000 sec): 3 clusters
  Score: Raw -904924.621594 + Penalty 4236.000510 = -900688.621084
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39157.170000 sec): 2 clusters
  Score: Raw -60441.844148 + Penalty 1500.333897 = -58941.510251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39157.340000 sec): 3 clusters
  Score: Raw -60615.601075 + Penalty 3000.667794 = -57614.933281
  nChanged 86
		SP:Iteration 1F (39157.520000 sec): 3 clusters
  Score: Raw -60949.148439 + Penalty 3000.667794 = -57948.480645
  nChanged 48
		SP:Iteration 2F (39157.690000 sec): 3 clusters
  Score: Raw -61128.608785 + Penalty 3000.667794 = -58127.940992
  nChanged 29
		SP:Iteration 3F (39157.870000 sec): 3 clusters
  Score: Raw -61217.850828 + Penalty 3000.667794 = -58217.183034
  nChanged 18
		SP:Iteration 4Q (39158.050000 sec): 3 clusters
  Score: Raw -61291.944802 + Penalty 3000.667794 = -58291.277008
  nChanged 10
		SP:Iteration 5Q (39158.220000 sec): 3 clusters
  Score: Raw -61351.126150 + Penalty 3000.667794 = -58350.458356
  nChanged 7
		SP:Iteration 6Q (39158.400000 sec): 3 clusters
  Score: Raw -61376.672356 + Penalty 3000.667794 = -58376.004562
  nChanged 4
		SP:Iteration 7Q (39158.570000 sec): 3 clusters
  Score: Raw -61396.458379 + Penalty 3000.667794 = -58395.790585
  nChanged 0
		SP:Iteration 8F (39158.750000 sec): 3 clusters
  Score: Raw -61414.297621 + Penalty 3000.667794 = -58413.629828
  nChanged 1
		SP:Iteration 9Q (39158.930000 sec): 3 clusters
  Score: Raw -61639.573597 + Penalty 3000.667794 = -58638.905803
  nChanged 7
		SP:Iteration 10Q (39159.100000 sec): 3 clusters
  Score: Raw -61721.630786 + Penalty 3000.667794 = -58720.962992
  nChanged 8
		SP:Iteration 11Q (39159.280000 sec): 3 clusters
  Score: Raw -61768.353686 + Penalty 3000.667794 = -58767.685892
  nChanged 3
		SP:Iteration 12Q (39159.450000 sec): 3 clusters
  Score: Raw -61785.138228 + Penalty 3000.667794 = -58784.470434
  nChanged 3
		SP:Iteration 13Q (39159.630000 sec): 3 clusters
  Score: Raw -61798.729827 + Penalty 3000.667794 = -58798.062034
  nChanged 3
		SP:Iteration 14Q (39159.810000 sec): 3 clusters
  Score: Raw -61806.971865 + Penalty 3000.667794 = -58806.304071
  nChanged 1
		SP:Iteration 15Q (39159.980000 sec): 3 clusters
  Score: Raw -61814.059640 + Penalty 3000.667794 = -58813.391846
  nChanged 2
		SP:Iteration 16Q (39160.160000 sec): 3 clusters
  Score: Raw -61827.962765 + Penalty 3000.667794 = -58827.294971
  nChanged 0
		SP:Iteration 17F (39160.330000 sec): 3 clusters
  Score: Raw -61827.962765 + Penalty 3000.667794 = -58827.294971
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39160.420000 sec): 2 clusters
  Score: Raw -280737.401180 + Penalty 1817.452464 = -278919.948716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39160.600000 sec): 3 clusters
  Score: Raw -280248.472962 + Penalty 3634.904927 = -276613.568035
  nChanged 459
		SP:Iteration 1F (39160.770000 sec): 3 clusters
  Score: Raw -280597.549739 + Penalty 3634.904927 = -276962.644812
  nChanged 89
		SP:Iteration 2F (39160.930000 sec): 3 clusters
  Score: Raw -280677.203777 + Penalty 3634.904927 = -277042.298850
  nChanged 54
		SP:Iteration 3Q (39161.080000 sec): 3 clusters
  Score: Raw -280730.552766 + Penalty 3634.904927 = -277095.647839
  nChanged 42
		SP:Iteration 4Q (39161.260000 sec): 3 clusters
  Score: Raw -280766.718567 + Penalty 3634.904927 = -277131.813640
  nChanged 27
		SP:Iteration 5Q (39161.430000 sec): 3 clusters
  Score: Raw -280795.704338 + Penalty 3634.904927 = -277160.799411
  nChanged 28
		SP:Iteration 6Q (39161.610000 sec): 3 clusters
  Score: Raw -280819.050766 + Penalty 3634.904927 = -277184.145839
  nChanged 14
		SP:Iteration 7Q (39161.790000 sec): 3 clusters
  Score: Raw -280828.771562 + Penalty 3634.904927 = -277193.866635
  nChanged 11
		SP:Iteration 8Q (39161.960000 sec): 3 clusters
  Score: Raw -280834.862161 + Penalty 3634.904927 = -277199.957234
  nChanged 8
		SP:Iteration 9Q (39162.130000 sec): 3 clusters
  Score: Raw -280842.139756 + Penalty 3634.904927 = -277207.234829
  nChanged 8
		SP:Iteration 10Q (39162.310000 sec): 3 clusters
  Score: Raw -280846.652580 + Penalty 3634.904927 = -277211.747653
  nChanged 6
		SP:Iteration 11Q (39162.490000 sec): 3 clusters
  Score: Raw -280851.768681 + Penalty 3634.904927 = -277216.863754
  nChanged 2
		SP:Iteration 12Q (39162.660000 sec): 3 clusters
  Score: Raw -280857.554855 + Penalty 3634.904927 = -277222.649928
  nChanged 5
		SP:Iteration 13Q (39162.840000 sec): 3 clusters
  Score: Raw -280860.793293 + Penalty 3634.904927 = -277225.888366
  nChanged 5
		SP:Iteration 14Q (39163.010000 sec): 3 clusters
  Score: Raw -280864.406879 + Penalty 3634.904927 = -277229.501952
  nChanged 4
		SP:Iteration 15Q (39163.190000 sec): 3 clusters
  Score: Raw -280866.302733 + Penalty 3634.904927 = -277231.397806
  nChanged 2
		SP:Iteration 16Q (39163.370000 sec): 3 clusters
  Score: Raw -280867.122564 + Penalty 3634.904927 = -277232.217637
  nChanged 2
		SP:Iteration 17Q (39163.540000 sec): 3 clusters
  Score: Raw -280868.428009 + Penalty 3634.904927 = -277233.523082
  nChanged 3
		SP:Iteration 18Q (39163.720000 sec): 3 clusters
  Score: Raw -280869.937227 + Penalty 3634.904927 = -277235.032300
  nChanged 4
		SP:Iteration 19Q (39163.890000 sec): 3 clusters
  Score: Raw -280874.348634 + Penalty 3634.904927 = -277239.443707
  nChanged 8
		SP:Iteration 20F (39164.070000 sec): 3 clusters
  Score: Raw -280880.830303 + Penalty 3634.904927 = -277245.925376
  nChanged 8
		SP:Iteration 21Q (39164.250000 sec): 3 clusters
  Score: Raw -280886.373232 + Penalty 3634.904927 = -277251.468305
  nChanged 6
		SP:Iteration 22Q (39164.420000 sec): 3 clusters
  Score: Raw -280892.216900 + Penalty 3634.904927 = -277257.311973
  nChanged 8
		SP:Iteration 23Q (39164.600000 sec): 3 clusters
  Score: Raw -280898.864535 + Penalty 3634.904927 = -277263.959608
  nChanged 6
		SP:Iteration 24Q (39164.770000 sec): 3 clusters
  Score: Raw -280903.509484 + Penalty 3634.904927 = -277268.604557
  nChanged 5
		SP:Iteration 25Q (39164.950000 sec): 3 clusters
  Score: Raw -280906.102425 + Penalty 3634.904927 = -277271.197498
  nChanged 2
		SP:Iteration 26Q (39165.130000 sec): 3 clusters
  Score: Raw -280907.260024 + Penalty 3634.904927 = -277272.355097
  nChanged 2
		SP:Iteration 27Q (39165.300000 sec): 3 clusters
  Score: Raw -280908.022211 + Penalty 3634.904927 = -277273.117284
  nChanged 3
		SP:Iteration 28Q (39165.480000 sec): 3 clusters
  Score: Raw -280909.949030 + Penalty 3634.904927 = -277275.044103
  nChanged 2
		SP:Iteration 29Q (39165.650000 sec): 3 clusters
  Score: Raw -280911.255278 + Penalty 3634.904927 = -277276.350351
  nChanged 3
		SP:Iteration 30Q (39165.830000 sec): 3 clusters
  Score: Raw -280914.508681 + Penalty 3634.904927 = -277279.603754
  nChanged 2
		SP:Iteration 31Q (39166.010000 sec): 3 clusters
  Score: Raw -280915.392981 + Penalty 3634.904927 = -277280.488054
  nChanged 2
		SP:Iteration 32Q (39166.180000 sec): 3 clusters
  Score: Raw -280917.008934 + Penalty 3634.904927 = -277282.104007
  nChanged 2
		SP:Iteration 33Q (39166.360000 sec): 3 clusters
  Score: Raw -280918.650126 + Penalty 3634.904927 = -277283.745199
  nChanged 1
		SP:Iteration 34Q (39166.530000 sec): 3 clusters
  Score: Raw -280919.146931 + Penalty 3634.904927 = -277284.242004
  nChanged 2
		SP:Iteration 35Q (39166.710000 sec): 3 clusters
  Score: Raw -280920.159106 + Penalty 3634.904927 = -277285.254179
  nChanged 0
		SP:Iteration 36F (39166.890000 sec): 3 clusters
  Score: Raw -280920.159106 + Penalty 3634.904927 = -277285.254179
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39166.970000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39167.150000 sec): 3 clusters
  Score: Raw -27761.180511 + Penalty 2742.596827 = -25018.583684
  nChanged 35
		SP:Iteration 1F (39167.320000 sec): 3 clusters
  Score: Raw -27874.439260 + Penalty 2742.596827 = -25131.842433
  nChanged 4
		SP:Iteration 2Q (39167.500000 sec): 3 clusters
  Score: Raw -27892.350577 + Penalty 2742.596827 = -25149.753750
  nChanged 3
		SP:Iteration 3Q (39167.670000 sec): 3 clusters
  Score: Raw -27899.830562 + Penalty 2742.596827 = -25157.233735
  nChanged 5
		SP:Iteration 4Q (39167.850000 sec): 3 clusters
  Score: Raw -27912.650579 + Penalty 2742.596827 = -25170.053752
  nChanged 2
		SP:Iteration 5Q (39168.030000 sec): 3 clusters
  Score: Raw -27931.154974 + Penalty 2742.596827 = -25188.558146
  nChanged 1
		SP:Iteration 6Q (39168.200000 sec): 3 clusters
  Score: Raw -27938.702715 + Penalty 2742.596827 = -25196.105888
  nChanged 1
		SP:Iteration 7Q (39168.380000 sec): 3 clusters
  Score: Raw -27948.655247 + Penalty 2742.596827 = -25206.058420
  nChanged 2
		SP:Iteration 8Q (39168.550000 sec): 3 clusters
  Score: Raw -27964.941266 + Penalty 2742.596827 = -25222.344439
  nChanged 1
		SP:Iteration 9Q (39168.730000 sec): 3 clusters
  Score: Raw -27967.785135 + Penalty 2742.596827 = -25225.188308
  nChanged 1
		SP:Iteration 10Q (39168.910000 sec): 3 clusters
  Score: Raw -27969.624338 + Penalty 2742.596827 = -25227.027510
  nChanged 0
		SP:Iteration 11F (39169.080000 sec): 3 clusters
  Score: Raw -27969.624338 + Penalty 2742.596827 = -25227.027510
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39169.170000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39169.350000 sec): 3 clusters
  Score: Raw -218583.970800 + Penalty 3502.847050 = -215081.123750
  nChanged 348
		SP:Iteration 1F (39169.530000 sec): 3 clusters
  Score: Raw -219009.169672 + Penalty 3502.847050 = -215506.322622
  nChanged 95
		SP:Iteration 2F (39169.570000 sec): 3 clusters
  Score: Raw -219156.174264 + Penalty 3502.847050 = -215653.327214
  nChanged 64
		SP:Iteration 3F (39169.590000 sec): 3 clusters
  Score: Raw -219310.753222 + Penalty 3502.847050 = -215807.906172
  nChanged 54
		SP:Iteration 4Q (39169.630000 sec): 3 clusters
  Score: Raw -219392.664904 + Penalty 3502.847050 = -215889.817854
  nChanged 35
		SP:Iteration 5Q (39169.670000 sec): 3 clusters
  Score: Raw -219458.931143 + Penalty 3502.847050 = -215956.084094
  nChanged 28
		SP:Iteration 6Q (39169.700000 sec): 3 clusters
  Score: Raw -219516.966187 + Penalty 3502.847050 = -216014.119137
  nChanged 26
		SP:Iteration 7Q (39169.730000 sec): 3 clusters
  Score: Raw -219584.891847 + Penalty 3502.847050 = -216082.044797
  nChanged 26
		SP:Iteration 8Q (39169.770000 sec): 3 clusters
  Score: Raw -219629.210051 + Penalty 3502.847050 = -216126.363001
  nChanged 23
		SP:Iteration 9Q (39169.810000 sec): 3 clusters
  Score: Raw -219658.931751 + Penalty 3502.847050 = -216156.084702
  nChanged 17
		SP:Iteration 10Q (39169.840000 sec): 3 clusters
  Score: Raw -219683.772265 + Penalty 3502.847050 = -216180.925216
  nChanged 15
		SP:Iteration 11Q (39169.870000 sec): 3 clusters
  Score: Raw -219709.771238 + Penalty 3502.847050 = -216206.924188
  nChanged 14
		SP:Iteration 12Q (39169.910000 sec): 3 clusters
  Score: Raw -219727.718312 + Penalty 3502.847050 = -216224.871262
  nChanged 6
		SP:Iteration 13Q (39169.950000 sec): 3 clusters
  Score: Raw -219733.199391 + Penalty 3502.847050 = -216230.352341
  nChanged 4
		SP:Iteration 14Q (39169.980000 sec): 3 clusters
  Score: Raw -219739.545728 + Penalty 3502.847050 = -216236.698679
  nChanged 5
		SP:Iteration 15Q (39170.010000 sec): 3 clusters
  Score: Raw -219750.228352 + Penalty 3502.847050 = -216247.381302
  nChanged 7
		SP:Iteration 16Q (39170.050000 sec): 3 clusters
  Score: Raw -219756.595490 + Penalty 3502.847050 = -216253.748440
  nChanged 2
		SP:Iteration 17Q (39170.080000 sec): 3 clusters
  Score: Raw -219759.471154 + Penalty 3502.847050 = -216256.624104
  nChanged 3
		SP:Iteration 18Q (39170.120000 sec): 3 clusters
  Score: Raw -219762.243957 + Penalty 3502.847050 = -216259.396907
  nChanged 3
		SP:Iteration 19Q (39170.150000 sec): 3 clusters
  Score: Raw -219764.880968 + Penalty 3502.847050 = -216262.033918
  nChanged 0
		SP:Iteration 20F (39170.190000 sec): 3 clusters
  Score: Raw -219765.239430 + Penalty 3502.847050 = -216262.392380
  nChanged 1
		SP:Iteration 21Q (39170.220000 sec): 3 clusters
  Score: Raw -219770.470362 + Penalty 3502.847050 = -216267.623313
  nChanged 2
		SP:Iteration 22Q (39170.260000 sec): 3 clusters
  Score: Raw -219772.588479 + Penalty 3502.847050 = -216269.741430
  nChanged 1
		SP:Iteration 23Q (39170.290000 sec): 3 clusters
  Score: Raw -219773.656074 + Penalty 3502.847050 = -216270.809025
  nChanged 1
		SP:Iteration 24Q (39170.330000 sec): 3 clusters
  Score: Raw -219775.436967 + Penalty 3502.847050 = -216272.589918
  nChanged 1
		SP:Iteration 25Q (39170.360000 sec): 3 clusters
  Score: Raw -219776.175927 + Penalty 3502.847050 = -216273.328877
  nChanged 1
		SP:Iteration 26Q (39170.400000 sec): 3 clusters
  Score: Raw -219776.594868 + Penalty 3502.847050 = -216273.747819
  nChanged 1
		SP:Iteration 27Q (39170.430000 sec): 3 clusters
  Score: Raw -219778.553715 + Penalty 3502.847050 = -216275.706665
  nChanged 2
		SP:Iteration 28Q (39170.470000 sec): 3 clusters
  Score: Raw -219782.150897 + Penalty 3502.847050 = -216279.303847
  nChanged 2
		SP:Iteration 29Q (39170.500000 sec): 3 clusters
  Score: Raw -219784.132164 + Penalty 3502.847050 = -216281.285114
  nChanged 3
		SP:Iteration 30Q (39170.530000 sec): 3 clusters
  Score: Raw -219787.377389 + Penalty 3502.847050 = -216284.530339
  nChanged 1
		SP:Iteration 31Q (39170.570000 sec): 3 clusters
  Score: Raw -219787.938706 + Penalty 3502.847050 = -216285.091657
  nChanged 0
		SP:Iteration 32F (39170.610000 sec): 3 clusters
  Score: Raw -219787.938706 + Penalty 3502.847050 = -216285.091657
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39170.640000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39170.650000 sec): 3 clusters
  Score: Raw -37326.209079 + Penalty 2681.957199 = -34644.251881
  nChanged 13
		SP:Iteration 1F (39170.660000 sec): 3 clusters
  Score: Raw -37373.232129 + Penalty 2681.957199 = -34691.274930
  nChanged 5
		SP:Iteration 2Q (39170.670000 sec): 3 clusters
  Score: Raw -37399.498311 + Penalty 2681.957199 = -34717.541112
  nChanged 0
		SP:Iteration 3F (39170.680000 sec): 3 clusters
  Score: Raw -37399.498311 + Penalty 2681.957199 = -34717.541112
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39170.700000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39170.710000 sec): 3 clusters
  Score: Raw -33607.570171 + Penalty 2652.165335 = -30955.404836
  nChanged 14
		SP:Iteration 1F (39170.720000 sec): 3 clusters
  Score: Raw -33684.483941 + Penalty 2652.165335 = -31032.318606
  nChanged 3
		SP:Iteration 2Q (39170.730000 sec): 3 clusters
  Score: Raw -33704.736963 + Penalty 2652.165335 = -31052.571627
  nChanged 0
		SP:Iteration 3F (39170.740000 sec): 3 clusters
  Score: Raw -33704.736963 + Penalty 2652.165335 = -31052.571627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39170.770000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39170.770000 sec): 3 clusters
  Score: Raw -35828.800892 + Penalty 2707.954415 = -33120.846477
  nChanged 30
		SP:Iteration 1F (39170.790000 sec): 3 clusters
  Score: Raw -35940.813850 + Penalty 2707.954415 = -33232.859435
  nChanged 10
		SP:Iteration 2Q (39170.790000 sec): 3 clusters
  Score: Raw -35980.678880 + Penalty 2707.954415 = -33272.724465
  nChanged 6
		SP:Iteration 3Q (39170.800000 sec): 3 clusters
  Score: Raw -36014.579738 + Penalty 2707.954415 = -33306.625323
  nChanged 2
		SP:Iteration 4Q (39170.810000 sec): 3 clusters
  Score: Raw -36039.031909 + Penalty 2707.954415 = -33331.077494
  nChanged 0
		SP:Iteration 5F (39170.820000 sec): 3 clusters
  Score: Raw -36039.031909 + Penalty 2707.954415 = -33331.077494
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39171.010000 sec): 2 clusters
  Score: Raw -2515298.162430 + Penalty 2359.836401 = -2512938.326030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39171.310000 sec): 3 clusters
  Score: Raw -2507669.070806 + Penalty 4719.672802 = -2502949.398004
  nChanged 5768
		SP:Iteration 1F (39171.650000 sec): 3 clusters
  Score: Raw -2510709.555871 + Penalty 4719.672802 = -2505989.883069
  nChanged 815
		SP:Iteration 2F (39171.930000 sec): 3 clusters
  Score: Raw -2511067.646830 + Penalty 4719.672802 = -2506347.974029
  nChanged 660
		SP:Iteration 3Q (39172.210000 sec): 3 clusters
  Score: Raw -2511349.312119 + Penalty 4719.672802 = -2506629.639317
  nChanged 624
		SP:Iteration 4Q (39172.510000 sec): 3 clusters
  Score: Raw -2511614.370903 + Penalty 4719.672802 = -2506894.698101
  nChanged 524
		SP:Iteration 5Q (39172.790000 sec): 3 clusters
  Score: Raw -2511850.234266 + Penalty 4719.672802 = -2507130.561464
  nChanged 533
		SP:Iteration 6Q (39173.120000 sec): 3 clusters
  Score: Raw -2512100.384722 + Penalty 4719.672802 = -2507380.711921
  nChanged 551
		SP:Iteration 7Q (39173.410000 sec): 3 clusters
  Score: Raw -2512388.379628 + Penalty 4719.672802 = -2507668.706826
  nChanged 548
		SP:Iteration 8Q (39173.690000 sec): 3 clusters
  Score: Raw -2512684.659473 + Penalty 4719.672802 = -2507964.986671
  nChanged 594
		SP:Iteration 9Q (39173.910000 sec): 3 clusters
  Score: Raw -2513024.792563 + Penalty 4719.672802 = -2508305.119761
  nChanged 597
		SP:Iteration 10Q (39174.190000 sec): 3 clusters
  Score: Raw -2513408.934183 + Penalty 4719.672802 = -2508689.261381
  nChanged 575
		SP:Iteration 11Q (39174.490000 sec): 3 clusters
  Score: Raw -2513803.490167 + Penalty 4719.672802 = -2509083.817366
  nChanged 539
		SP:Iteration 12Q (39174.820000 sec): 3 clusters
  Score: Raw -2514189.425005 + Penalty 4719.672802 = -2509469.752204
  nChanged 477
		SP:Iteration 13Q (39175.060000 sec): 3 clusters
  Score: Raw -2514520.731270 + Penalty 4719.672802 = -2509801.058468
  nChanged 368
		SP:Iteration 14Q (39175.340000 sec): 3 clusters
  Score: Raw -2514770.674152 + Penalty 4719.672802 = -2510051.001350
  nChanged 266
		SP:Iteration 15Q (39175.630000 sec): 3 clusters
  Score: Raw -2514947.496036 + Penalty 4719.672802 = -2510227.823235
  nChanged 211
		SP:Iteration 16Q (39175.910000 sec): 3 clusters
  Score: Raw -2515092.047966 + Penalty 4719.672802 = -2510372.375165
  nChanged 164
		SP:Iteration 17Q (39176.170000 sec): 3 clusters
  Score: Raw -2515212.341590 + Penalty 4719.672802 = -2510492.668788
  nChanged 138
		SP:Iteration 18Q (39176.430000 sec): 3 clusters
  Score: Raw -2515309.223316 + Penalty 4719.672802 = -2510589.550514
  nChanged 91
		SP:Iteration 19Q (39176.700000 sec): 3 clusters
  Score: Raw -2515372.514405 + Penalty 4719.672802 = -2510652.841604
  nChanged 72
		SP:Iteration 20F (39176.990000 sec): 3 clusters
  Score: Raw -2515423.430959 + Penalty 4719.672802 = -2510703.758157
  nChanged 53
		SP:Iteration 21Q (39177.230000 sec): 3 clusters
  Score: Raw -2515460.391177 + Penalty 4719.672802 = -2510740.718375
  nChanged 40
		SP:Iteration 22Q (39177.490000 sec): 3 clusters
  Score: Raw -2515487.590127 + Penalty 4719.672802 = -2510767.917326
  nChanged 28
		SP:Iteration 23Q (39177.770000 sec): 3 clusters
  Score: Raw -2515507.544570 + Penalty 4719.672802 = -2510787.871769
  nChanged 23
		SP:Iteration 24Q (39178.020000 sec): 3 clusters
  Score: Raw -2515521.082950 + Penalty 4719.672802 = -2510801.410149
  nChanged 17
		SP:Iteration 25Q (39178.310000 sec): 3 clusters
  Score: Raw -2515531.620803 + Penalty 4719.672802 = -2510811.948002
  nChanged 20
		SP:Iteration 26Q (39178.600000 sec): 3 clusters
  Score: Raw -2515543.212342 + Penalty 4719.672802 = -2510823.539540
  nChanged 16
		SP:Iteration 27Q (39178.810000 sec): 3 clusters
  Score: Raw -2515552.674731 + Penalty 4719.672802 = -2510833.001930
  nChanged 18
		SP:Iteration 28Q (39179.100000 sec): 3 clusters
  Score: Raw -2515565.302040 + Penalty 4719.672802 = -2510845.629239
  nChanged 14
		SP:Iteration 29Q (39179.390000 sec): 3 clusters
  Score: Raw -2515575.135947 + Penalty 4719.672802 = -2510855.463146
  nChanged 12
		SP:Iteration 30Q (39179.690000 sec): 3 clusters
  Score: Raw -2515584.089017 + Penalty 4719.672802 = -2510864.416215
  nChanged 10
		SP:Iteration 31Q (39179.980000 sec): 3 clusters
  Score: Raw -2515590.289549 + Penalty 4719.672802 = -2510870.616747
  nChanged 5
		SP:Iteration 32Q (39180.270000 sec): 3 clusters
  Score: Raw -2515595.414143 + Penalty 4719.672802 = -2510875.741342
  nChanged 6
		SP:Iteration 33Q (39180.510000 sec): 3 clusters
  Score: Raw -2515599.392161 + Penalty 4719.672802 = -2510879.719359
  nChanged 6
		SP:Iteration 34Q (39180.800000 sec): 3 clusters
  Score: Raw -2515604.497464 + Penalty 4719.672802 = -2510884.824662
  nChanged 8
		SP:Iteration 35Q (39181.090000 sec): 3 clusters
  Score: Raw -2515610.161196 + Penalty 4719.672802 = -2510890.488395
  nChanged 7
		SP:Iteration 36Q (39181.380000 sec): 3 clusters
  Score: Raw -2515614.174696 + Penalty 4719.672802 = -2510894.501895
  nChanged 6
		SP:Iteration 37Q (39181.670000 sec): 3 clusters
  Score: Raw -2515618.201626 + Penalty 4719.672802 = -2510898.528824
  nChanged 5
		SP:Iteration 38Q (39181.950000 sec): 3 clusters
  Score: Raw -2515621.367512 + Penalty 4719.672802 = -2510901.694710
  nChanged 2
		SP:Iteration 39Q (39182.220000 sec): 3 clusters
  Score: Raw -2515622.431547 + Penalty 4719.672802 = -2510902.758745
  nChanged 1
		SP:Iteration 40F (39182.520000 sec): 3 clusters
  Score: Raw -2515623.235033 + Penalty 4719.672802 = -2510903.562232
  nChanged 1
		SP:Iteration 41Q (39182.810000 sec): 3 clusters
  Score: Raw -2515624.645764 + Penalty 4719.672802 = -2510904.972963
  nChanged 0
		SP:Iteration 42F (39183.110000 sec): 3 clusters
  Score: Raw -2515624.645764 + Penalty 4719.672802 = -2510904.972963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39184.270000 sec): 2 clusters
  Score: Raw -37597798.982876 + Penalty 3039.325224 = -37594759.657651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39186.150000 sec): 3 clusters
  Score: Raw -37459878.663951 + Penalty 6078.650449 = -37453800.013502
  nChanged 101227
		SP:Iteration 1F (39188.040000 sec): 3 clusters
  Score: Raw -37519420.767203 + Penalty 6078.650449 = -37513342.116754
  nChanged 5327
		SP:Iteration 2Q (39190.050000 sec): 3 clusters
  Score: Raw -37520357.307911 + Penalty 6078.650449 = -37514278.657463
  nChanged 5440
		SP:Iteration 3Q (39191.890000 sec): 3 clusters
  Score: Raw -37521367.323949 + Penalty 6078.650449 = -37515288.673500
  nChanged 5705
		SP:Iteration 4Q (39193.870000 sec): 3 clusters
  Score: Raw -37522536.961293 + Penalty 6078.650449 = -37516458.310844
  nChanged 6172
		SP:Iteration 5Q (39195.950000 sec): 3 clusters
  Score: Raw -37523945.349602 + Penalty 6078.650449 = -37517866.699153
  nChanged 6827
		SP:Iteration 6Q (39197.880000 sec): 3 clusters
  Score: Raw -37525796.301158 + Penalty 6078.650449 = -37519717.650710
  nChanged 8029
		SP:Iteration 7Q (39199.840000 sec): 3 clusters
  Score: Raw -37528430.768112 + Penalty 6078.650449 = -37522352.117663
  nChanged 9313
		SP:Iteration 8Q (39201.800000 sec): 3 clusters
  Score: Raw -37532208.302170 + Penalty 6078.650449 = -37526129.651721
  nChanged 10816
		SP:Iteration 9F (39203.620000 sec): 3 clusters
  Score: Raw -37537518.889712 + Penalty 6078.650449 = -37531440.239264
  nChanged 12390
		SP:Iteration 10F (39205.510000 sec): 3 clusters
  Score: Raw -37544959.501000 + Penalty 6078.650449 = -37538880.850551
  nChanged 13163
		SP:Iteration 11F (39207.380000 sec): 3 clusters
  Score: Raw -37554481.016205 + Penalty 6078.650449 = -37548402.365756
  nChanged 13145
		SP:Iteration 12F (39209.280000 sec): 3 clusters
  Score: Raw -37565032.362561 + Penalty 6078.650449 = -37558953.712113
  nChanged 11536
		SP:Iteration 13F (39210.970000 sec): 3 clusters
  Score: Raw -37574624.301011 + Penalty 6078.650449 = -37568545.650563
  nChanged 9241
		SP:Iteration 14Q (39212.890000 sec): 3 clusters
  Score: Raw -37582271.122956 + Penalty 6078.650449 = -37576192.472508
  nChanged 6923
		SP:Iteration 15Q (39214.660000 sec): 3 clusters
  Score: Raw -37588058.301024 + Penalty 6078.650449 = -37581979.650575
  nChanged 5147
		SP:Iteration 16Q (39216.450000 sec): 3 clusters
  Score: Raw -37592486.200799 + Penalty 6078.650449 = -37586407.550351
  nChanged 3320
		SP:Iteration 17Q (39218.140000 sec): 3 clusters
  Score: Raw -37595285.643545 + Penalty 6078.650449 = -37589206.993097
  nChanged 1821
		SP:Iteration 18Q (39219.910000 sec): 3 clusters
  Score: Raw -37596766.531202 + Penalty 6078.650449 = -37590687.880753
  nChanged 857
		SP:Iteration 19Q (39221.620000 sec): 3 clusters
  Score: Raw -37597462.162677 + Penalty 6078.650449 = -37591383.512228
  nChanged 362
		SP:Iteration 20F (39223.450000 sec): 3 clusters
  Score: Raw -37597767.970265 + Penalty 6078.650449 = -37591689.319816
  nChanged 147
		SP:Iteration 21Q (39225.150000 sec): 3 clusters
  Score: Raw -37597907.333981 + Penalty 6078.650449 = -37591828.683533
  nChanged 73
		SP:Iteration 22Q (39226.890000 sec): 3 clusters
  Score: Raw -37597997.590548 + Penalty 6078.650449 = -37591918.940100
  nChanged 43
		SP:Iteration 23Q (39228.590000 sec): 3 clusters
  Score: Raw -37598055.382783 + Penalty 6078.650449 = -37591976.732335
  nChanged 32
		SP:Iteration 24Q (39230.310000 sec): 3 clusters
  Score: Raw -37598098.325900 + Penalty 6078.650449 = -37592019.675452
  nChanged 13
		SP:Iteration 25Q (39232.000000 sec): 3 clusters
  Score: Raw -37598113.630216 + Penalty 6078.650449 = -37592034.979768
  nChanged 13
		SP:Iteration 26Q (39233.530000 sec): 3 clusters
  Score: Raw -37598129.530840 + Penalty 6078.650449 = -37592050.880392
  nChanged 11
		SP:Iteration 27Q (39235.240000 sec): 3 clusters
  Score: Raw -37598142.586687 + Penalty 6078.650449 = -37592063.936239
  nChanged 11
		SP:Iteration 28Q (39236.870000 sec): 3 clusters
  Score: Raw -37598155.905704 + Penalty 6078.650449 = -37592077.255255
  nChanged 5
		SP:Iteration 29Q (39238.600000 sec): 3 clusters
  Score: Raw -37598160.460496 + Penalty 6078.650449 = -37592081.810047
  nChanged 4
		SP:Iteration 30Q (39240.310000 sec): 3 clusters
  Score: Raw -37598164.451895 + Penalty 6078.650449 = -37592085.801447
  nChanged 1
		SP:Iteration 31Q (39242.040000 sec): 3 clusters
  Score: Raw -37598164.994090 + Penalty 6078.650449 = -37592086.343642
  nChanged 2
		SP:Iteration 32Q (39243.740000 sec): 3 clusters
  Score: Raw -37598167.145835 + Penalty 6078.650449 = -37592088.495386
  nChanged 1
		SP:Iteration 33Q (39245.480000 sec): 3 clusters
  Score: Raw -37598168.029161 + Penalty 6078.650449 = -37592089.378713
  nChanged 0
		SP:Iteration 34F (39247.310000 sec): 3 clusters
  Score: Raw -37598168.029161 + Penalty 6078.650449 = -37592089.378713
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39247.520000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39247.860000 sec): 3 clusters
  Score: Raw -3595578.940592 + Penalty 4936.400600 = -3590642.539992
  nChanged 9206
		SP:Iteration 1F (39248.200000 sec): 3 clusters
  Score: Raw -3600609.882501 + Penalty 4936.400600 = -3595673.481901
  nChanged 1242
		SP:Iteration 2F (39248.540000 sec): 3 clusters
  Score: Raw -3601180.228705 + Penalty 4936.400600 = -3596243.828105
  nChanged 1130
		SP:Iteration 3F (39248.880000 sec): 3 clusters
  Score: Raw -3601746.126947 + Penalty 4936.400600 = -3596809.726347
  nChanged 1087
		SP:Iteration 4F (39249.220000 sec): 3 clusters
  Score: Raw -3602332.958923 + Penalty 4936.400600 = -3597396.558324
  nChanged 1090
		SP:Iteration 5F (39249.560000 sec): 3 clusters
  Score: Raw -3602987.754256 + Penalty 4936.400600 = -3598051.353657
  nChanged 1200
		SP:Iteration 6F (39249.900000 sec): 3 clusters
  Score: Raw -3603786.690642 + Penalty 4936.400600 = -3598850.290042
  nChanged 1221
		SP:Iteration 7F (39250.180000 sec): 3 clusters
  Score: Raw -3604767.255608 + Penalty 4936.400600 = -3599830.855009
  nChanged 1233
		SP:Iteration 8F (39250.500000 sec): 3 clusters
  Score: Raw -3605853.755412 + Penalty 4936.400600 = -3600917.354813
  nChanged 1189
		SP:Iteration 9F (39250.840000 sec): 3 clusters
  Score: Raw -3606881.239655 + Penalty 4936.400600 = -3601944.839056
  nChanged 1034
		SP:Iteration 10Q (39251.190000 sec): 3 clusters
  Score: Raw -3607689.673805 + Penalty 4936.400600 = -3602753.273206
  nChanged 832
		SP:Iteration 11Q (39251.530000 sec): 3 clusters
  Score: Raw -3608228.618928 + Penalty 4936.400600 = -3603292.218329
  nChanged 619
		SP:Iteration 12Q (39251.870000 sec): 3 clusters
  Score: Raw -3608545.164032 + Penalty 4936.400600 = -3603608.763432
  nChanged 428
		SP:Iteration 13Q (39252.210000 sec): 3 clusters
  Score: Raw -3608779.672632 + Penalty 4936.400600 = -3603843.272033
  nChanged 362
		SP:Iteration 14Q (39252.560000 sec): 3 clusters
  Score: Raw -3608953.789173 + Penalty 4936.400600 = -3604017.388573
  nChanged 308
		SP:Iteration 15Q (39252.940000 sec): 3 clusters
  Score: Raw -3609101.950962 + Penalty 4936.400600 = -3604165.550362
  nChanged 270
		SP:Iteration 16Q (39253.240000 sec): 3 clusters
  Score: Raw -3609217.988704 + Penalty 4936.400600 = -3604281.588104
  nChanged 228
		SP:Iteration 17Q (39253.630000 sec): 3 clusters
  Score: Raw -3609316.804792 + Penalty 4936.400600 = -3604380.404193
  nChanged 246
		SP:Iteration 18Q (39253.970000 sec): 3 clusters
  Score: Raw -3609432.060065 + Penalty 4936.400600 = -3604495.659465
  nChanged 262
		SP:Iteration 19Q (39254.290000 sec): 3 clusters
  Score: Raw -3609544.681374 + Penalty 4936.400600 = -3604608.280775
  nChanged 248
		SP:Iteration 20F (39254.630000 sec): 3 clusters
  Score: Raw -3609633.236626 + Penalty 4936.400600 = -3604696.836027
  nChanged 224
		SP:Iteration 21Q (39254.970000 sec): 3 clusters
  Score: Raw -3609703.277745 + Penalty 4936.400600 = -3604766.877145
  nChanged 182
		SP:Iteration 22Q (39255.310000 sec): 3 clusters
  Score: Raw -3609755.865318 + Penalty 4936.400600 = -3604819.464718
  nChanged 167
		SP:Iteration 23Q (39255.660000 sec): 3 clusters
  Score: Raw -3609795.422185 + Penalty 4936.400600 = -3604859.021585
  nChanged 122
		SP:Iteration 24Q (39256.000000 sec): 3 clusters
  Score: Raw -3609824.297992 + Penalty 4936.400600 = -3604887.897393
  nChanged 123
		SP:Iteration 25Q (39256.350000 sec): 3 clusters
  Score: Raw -3609851.901125 + Penalty 4936.400600 = -3604915.500525
  nChanged 107
		SP:Iteration 26Q (39256.690000 sec): 3 clusters
  Score: Raw -3609875.968949 + Penalty 4936.400600 = -3604939.568349
  nChanged 102
		SP:Iteration 27Q (39257.070000 sec): 3 clusters
  Score: Raw -3609898.746129 + Penalty 4936.400600 = -3604962.345530
  nChanged 93
		SP:Iteration 28Q (39257.420000 sec): 3 clusters
  Score: Raw -3609915.590860 + Penalty 4936.400600 = -3604979.190260
  nChanged 64
		SP:Iteration 29Q (39257.760000 sec): 3 clusters
  Score: Raw -3609925.787390 + Penalty 4936.400600 = -3604989.386790
  nChanged 60
		SP:Iteration 30Q (39258.100000 sec): 3 clusters
  Score: Raw -3609934.040298 + Penalty 4936.400600 = -3604997.639699
  nChanged 58
		SP:Iteration 31Q (39258.450000 sec): 3 clusters
  Score: Raw -3609942.745742 + Penalty 4936.400600 = -3605006.345142
  nChanged 49
		SP:Iteration 32Q (39258.790000 sec): 3 clusters
  Score: Raw -3609948.406744 + Penalty 4936.400600 = -3605012.006145
  nChanged 34
		SP:Iteration 33Q (39259.130000 sec): 3 clusters
  Score: Raw -3609952.486668 + Penalty 4936.400600 = -3605016.086069
  nChanged 35
		SP:Iteration 34Q (39259.470000 sec): 3 clusters
  Score: Raw -3609956.639005 + Penalty 4936.400600 = -3605020.238406
  nChanged 28
		SP:Iteration 35Q (39259.820000 sec): 3 clusters
  Score: Raw -3609959.806707 + Penalty 4936.400600 = -3605023.406107
  nChanged 29
		SP:Iteration 36Q (39260.160000 sec): 3 clusters
  Score: Raw -3609963.519972 + Penalty 4936.400600 = -3605027.119372
  nChanged 25
		SP:Iteration 37Q (39260.490000 sec): 3 clusters
  Score: Raw -3609966.790294 + Penalty 4936.400600 = -3605030.389694
  nChanged 30
		SP:Iteration 38Q (39260.800000 sec): 3 clusters
  Score: Raw -3609970.950810 + Penalty 4936.400600 = -3605034.550210
  nChanged 35
		SP:Iteration 39Q (39261.150000 sec): 3 clusters
  Score: Raw -3609975.670791 + Penalty 4936.400600 = -3605039.270192
  nChanged 30
		SP:Iteration 40F (39261.450000 sec): 3 clusters
  Score: Raw -3609978.842328 + Penalty 4936.400600 = -3605042.441728
  nChanged 27
		SP:Iteration 41Q (39261.790000 sec): 3 clusters
  Score: Raw -3609981.841350 + Penalty 4936.400600 = -3605045.440751
  nChanged 23
		SP:Iteration 42Q (39262.130000 sec): 3 clusters
  Score: Raw -3609984.011461 + Penalty 4936.400600 = -3605047.610861
  nChanged 15
		SP:Iteration 43Q (39262.470000 sec): 3 clusters
  Score: Raw -3609985.603358 + Penalty 4936.400600 = -3605049.202759
  nChanged 23
		SP:Iteration 44Q (39262.840000 sec): 3 clusters
  Score: Raw -3609987.971491 + Penalty 4936.400600 = -3605051.570892
  nChanged 13
		SP:Iteration 45Q (39263.150000 sec): 3 clusters
  Score: Raw -3609989.289999 + Penalty 4936.400600 = -3605052.889400
  nChanged 16
		SP:Iteration 46Q (39263.520000 sec): 3 clusters
  Score: Raw -3609990.694635 + Penalty 4936.400600 = -3605054.294036
  nChanged 18
		SP:Iteration 47Q (39263.850000 sec): 3 clusters
  Score: Raw -3609992.724958 + Penalty 4936.400600 = -3605056.324359
  nChanged 21
		SP:Iteration 48Q (39264.180000 sec): 3 clusters
  Score: Raw -3609994.395343 + Penalty 4936.400600 = -3605057.994744
  nChanged 12
		SP:Iteration 49Q (39264.520000 sec): 3 clusters
  Score: Raw -3609995.703709 + Penalty 4936.400600 = -3605059.303110
  nChanged 7
		SP:Iteration 50Q (39264.870000 sec): 3 clusters
  Score: Raw -3609996.999225 + Penalty 4936.400600 = -3605060.598625
  nChanged 12
		SP:Iteration 51Q (39265.210000 sec): 3 clusters
  Score: Raw -3609998.245192 + Penalty 4936.400600 = -3605061.844592
  nChanged 12
		SP:Iteration 52Q (39265.550000 sec): 3 clusters
  Score: Raw -3609999.295957 + Penalty 4936.400600 = -3605062.895358
  nChanged 10
		SP:Iteration 53Q (39265.890000 sec): 3 clusters
  Score: Raw -3610000.090081 + Penalty 4936.400600 = -3605063.689481
  nChanged 11
		SP:Iteration 54Q (39266.210000 sec): 3 clusters
  Score: Raw -3610000.982916 + Penalty 4936.400600 = -3605064.582317
  nChanged 13
		SP:Iteration 55Q (39266.480000 sec): 3 clusters
  Score: Raw -3610002.660915 + Penalty 4936.400600 = -3605066.260316
  nChanged 14
		SP:Iteration 56Q (39266.820000 sec): 3 clusters
  Score: Raw -3610004.135621 + Penalty 4936.400600 = -3605067.735022
  nChanged 12
		SP:Iteration 57Q (39267.150000 sec): 3 clusters
  Score: Raw -3610005.229509 + Penalty 4936.400600 = -3605068.828910
  nChanged 5
		SP:Iteration 58Q (39267.530000 sec): 3 clusters
  Score: Raw -3610005.556025 + Penalty 4936.400600 = -3605069.155426
  nChanged 4
		SP:Iteration 59Q (39267.870000 sec): 3 clusters
  Score: Raw -3610005.801427 + Penalty 4936.400600 = -3605069.400828
  nChanged 5
		SP:Iteration 60F (39268.200000 sec): 3 clusters
  Score: Raw -3610006.126905 + Penalty 4936.400600 = -3605069.726305
  nChanged 5
		SP:Iteration 61Q (39268.540000 sec): 3 clusters
  Score: Raw -3610006.440248 + Penalty 4936.400600 = -3605070.039649
  nChanged 5
		SP:Iteration 62Q (39268.910000 sec): 3 clusters
  Score: Raw -3610006.736235 + Penalty 4936.400600 = -3605070.335635
  nChanged 4
		SP:Iteration 63Q (39269.220000 sec): 3 clusters
  Score: Raw -3610007.089586 + Penalty 4936.400600 = -3605070.688987
  nChanged 3
		SP:Iteration 64Q (39269.510000 sec): 3 clusters
  Score: Raw -3610007.271988 + Penalty 4936.400600 = -3605070.871389
  nChanged 2
		SP:Iteration 65Q (39269.900000 sec): 3 clusters
  Score: Raw -3610007.449210 + Penalty 4936.400600 = -3605071.048610
  nChanged 1
		SP:Iteration 66Q (39270.200000 sec): 3 clusters
  Score: Raw -3610007.509778 + Penalty 4936.400600 = -3605071.109179
  nChanged 2
		SP:Iteration 67Q (39270.580000 sec): 3 clusters
  Score: Raw -3610007.614753 + Penalty 4936.400600 = -3605071.214153
  nChanged 0
		SP:Iteration 68F (39270.970000 sec): 3 clusters
  Score: Raw -3610007.614753 + Penalty 4936.400600 = -3605071.214153
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39271.610000 sec): 2 clusters
  Score: Raw -17094367.122102 + Penalty 2845.001564 = -17091522.120538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39272.560000 sec): 3 clusters
  Score: Raw -17032768.878265 + Penalty 5690.003129 = -17027078.875136
  nChanged 45368
		SP:Iteration 1F (39273.540000 sec): 3 clusters
  Score: Raw -17058300.132242 + Penalty 5690.003129 = -17052610.129113
  nChanged 2891
		SP:Iteration 2Q (39274.580000 sec): 3 clusters
  Score: Raw -17058858.559377 + Penalty 5690.003129 = -17053168.556248
  nChanged 2709
		SP:Iteration 3Q (39275.570000 sec): 3 clusters
  Score: Raw -17059382.366914 + Penalty 5690.003129 = -17053692.363785
  nChanged 2534
		SP:Iteration 4Q (39276.660000 sec): 3 clusters
  Score: Raw -17059848.903183 + Penalty 5690.003129 = -17054158.900054
  nChanged 2476
		SP:Iteration 5Q (39277.720000 sec): 3 clusters
  Score: Raw -17060347.652928 + Penalty 5690.003129 = -17054657.649799
  nChanged 2697
		SP:Iteration 6Q (39278.790000 sec): 3 clusters
  Score: Raw -17060961.655331 + Penalty 5690.003129 = -17055271.652202
  nChanged 2947
		SP:Iteration 7Q (39279.780000 sec): 3 clusters
  Score: Raw -17061746.719224 + Penalty 5690.003129 = -17056056.716095
  nChanged 3516
		SP:Iteration 8Q (39280.860000 sec): 3 clusters
  Score: Raw -17062959.847677 + Penalty 5690.003129 = -17057269.844548
  nChanged 4435
		SP:Iteration 9Q (39281.850000 sec): 3 clusters
  Score: Raw -17065004.067652 + Penalty 5690.003129 = -17059314.064523
  nChanged 5692
		SP:Iteration 10F (39282.800000 sec): 3 clusters
  Score: Raw -17068401.742836 + Penalty 5690.003129 = -17062711.739707
  nChanged 6802
		SP:Iteration 11F (39283.790000 sec): 3 clusters
  Score: Raw -17073383.064203 + Penalty 5690.003129 = -17067693.061074
  nChanged 7197
		SP:Iteration 12F (39284.750000 sec): 3 clusters
  Score: Raw -17079408.410201 + Penalty 5690.003129 = -17073718.407072
  nChanged 6225
		SP:Iteration 13F (39285.680000 sec): 3 clusters
  Score: Raw -17084878.782696 + Penalty 5690.003129 = -17079188.779567
  nChanged 4464
		SP:Iteration 14Q (39286.750000 sec): 3 clusters
  Score: Raw -17088895.028751 + Penalty 5690.003129 = -17083205.025622
  nChanged 2713
		SP:Iteration 15Q (39287.730000 sec): 3 clusters
  Score: Raw -17091415.269082 + Penalty 5690.003129 = -17085725.265953
  nChanged 1455
		SP:Iteration 16Q (39288.650000 sec): 3 clusters
  Score: Raw -17092807.151436 + Penalty 5690.003129 = -17087117.148308
  nChanged 867
		SP:Iteration 17Q (39289.540000 sec): 3 clusters
  Score: Raw -17093557.792620 + Penalty 5690.003129 = -17087867.789491
  nChanged 564
		SP:Iteration 18Q (39290.480000 sec): 3 clusters
  Score: Raw -17093970.442409 + Penalty 5690.003129 = -17088280.439280
  nChanged 373
		SP:Iteration 19Q (39291.370000 sec): 3 clusters
  Score: Raw -17094227.060073 + Penalty 5690.003129 = -17088537.056944
  nChanged 254
		SP:Iteration 20F (39292.280000 sec): 3 clusters
  Score: Raw -17094383.701072 + Penalty 5690.003129 = -17088693.697943
  nChanged 186
		SP:Iteration 21Q (39293.160000 sec): 3 clusters
  Score: Raw -17094486.358506 + Penalty 5690.003129 = -17088796.355377
  nChanged 168
		SP:Iteration 22Q (39294.020000 sec): 3 clusters
  Score: Raw -17094568.600272 + Penalty 5690.003129 = -17088878.597143
  nChanged 119
		SP:Iteration 23Q (39294.900000 sec): 3 clusters
  Score: Raw -17094626.151693 + Penalty 5690.003129 = -17088936.148564
  nChanged 99
		SP:Iteration 24Q (39295.770000 sec): 3 clusters
  Score: Raw -17094666.456508 + Penalty 5690.003129 = -17088976.453379
  nChanged 73
		SP:Iteration 25Q (39296.640000 sec): 3 clusters
  Score: Raw -17094697.280790 + Penalty 5690.003129 = -17089007.277661
  nChanged 58
		SP:Iteration 26Q (39297.560000 sec): 3 clusters
  Score: Raw -17094718.742456 + Penalty 5690.003129 = -17089028.739327
  nChanged 47
		SP:Iteration 27Q (39298.460000 sec): 3 clusters
  Score: Raw -17094736.272235 + Penalty 5690.003129 = -17089046.269106
  nChanged 35
		SP:Iteration 28Q (39299.340000 sec): 3 clusters
  Score: Raw -17094751.096390 + Penalty 5690.003129 = -17089061.093261
  nChanged 32
		SP:Iteration 29Q (39300.260000 sec): 3 clusters
  Score: Raw -17094763.605161 + Penalty 5690.003129 = -17089073.602032
  nChanged 33
		SP:Iteration 30Q (39301.100000 sec): 3 clusters
  Score: Raw -17094774.538108 + Penalty 5690.003129 = -17089084.534979
  nChanged 23
		SP:Iteration 31Q (39302.000000 sec): 3 clusters
  Score: Raw -17094781.996310 + Penalty 5690.003129 = -17089091.993181
  nChanged 15
		SP:Iteration 32Q (39302.910000 sec): 3 clusters
  Score: Raw -17094786.534031 + Penalty 5690.003129 = -17089096.530902
  nChanged 12
		SP:Iteration 33Q (39303.800000 sec): 3 clusters
  Score: Raw -17094789.599600 + Penalty 5690.003129 = -17089099.596472
  nChanged 8
		SP:Iteration 34Q (39304.700000 sec): 3 clusters
  Score: Raw -17094791.724619 + Penalty 5690.003129 = -17089101.721490
  nChanged 6
		SP:Iteration 35Q (39305.560000 sec): 3 clusters
  Score: Raw -17094792.796616 + Penalty 5690.003129 = -17089102.793487
  nChanged 6
		SP:Iteration 36Q (39306.420000 sec): 3 clusters
  Score: Raw -17094794.367258 + Penalty 5690.003129 = -17089104.364129
  nChanged 9
		SP:Iteration 37Q (39307.320000 sec): 3 clusters
  Score: Raw -17094797.426296 + Penalty 5690.003129 = -17089107.423167
  nChanged 8
		SP:Iteration 38Q (39308.200000 sec): 3 clusters
  Score: Raw -17094800.447431 + Penalty 5690.003129 = -17089110.444302
  nChanged 9
		SP:Iteration 39Q (39309.100000 sec): 3 clusters
  Score: Raw -17094803.255874 + Penalty 5690.003129 = -17089113.252746
  nChanged 11
		SP:Iteration 40F (39310.100000 sec): 3 clusters
  Score: Raw -17094807.442924 + Penalty 5690.003129 = -17089117.439795
  nChanged 9
		SP:Iteration 41Q (39310.890000 sec): 3 clusters
  Score: Raw -17094810.641922 + Penalty 5690.003129 = -17089120.638794
  nChanged 8
		SP:Iteration 42Q (39311.720000 sec): 3 clusters
  Score: Raw -17094813.253498 + Penalty 5690.003129 = -17089123.250370
  nChanged 6
		SP:Iteration 43Q (39312.630000 sec): 3 clusters
  Score: Raw -17094815.236157 + Penalty 5690.003129 = -17089125.233028
  nChanged 8
		SP:Iteration 44Q (39313.540000 sec): 3 clusters
  Score: Raw -17094818.551730 + Penalty 5690.003129 = -17089128.548601
  nChanged 10
		SP:Iteration 45Q (39314.400000 sec): 3 clusters
  Score: Raw -17094823.644304 + Penalty 5690.003129 = -17089133.641175
  nChanged 6
		SP:Iteration 46Q (39315.270000 sec): 3 clusters
  Score: Raw -17094825.978835 + Penalty 5690.003129 = -17089135.975706
  nChanged 6
		SP:Iteration 47Q (39316.150000 sec): 3 clusters
  Score: Raw -17094829.162620 + Penalty 5690.003129 = -17089139.159491
  nChanged 10
		SP:Iteration 48Q (39317.060000 sec): 3 clusters
  Score: Raw -17094832.534664 + Penalty 5690.003129 = -17089142.531535
  nChanged 9
		SP:Iteration 49Q (39317.960000 sec): 3 clusters
  Score: Raw -17094836.748682 + Penalty 5690.003129 = -17089146.745553
  nChanged 9
		SP:Iteration 50Q (39318.800000 sec): 3 clusters
  Score: Raw -17094839.294205 + Penalty 5690.003129 = -17089149.291076
  nChanged 0
		SP:Iteration 51F (39319.790000 sec): 3 clusters
  Score: Raw -17094839.294205 + Penalty 5690.003129 = -17089149.291076
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39319.880000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39320.050000 sec): 3 clusters
  Score: Raw -82579.652337 + Penalty 3110.410262 = -79469.242075
  nChanged 98
		SP:Iteration 1F (39320.230000 sec): 3 clusters
  Score: Raw -82765.365581 + Penalty 3110.410262 = -79654.955319
  nChanged 21
		SP:Iteration 2Q (39320.410000 sec): 3 clusters
  Score: Raw -82810.344351 + Penalty 3110.410262 = -79699.934089
  nChanged 11
		SP:Iteration 3Q (39320.580000 sec): 3 clusters
  Score: Raw -82840.400978 + Penalty 3110.410262 = -79729.990716
  nChanged 6
		SP:Iteration 4Q (39320.760000 sec): 3 clusters
  Score: Raw -82853.703554 + Penalty 3110.410262 = -79743.293292
  nChanged 5
		SP:Iteration 5Q (39320.930000 sec): 3 clusters
  Score: Raw -82863.599117 + Penalty 3110.410262 = -79753.188855
  nChanged 2
		SP:Iteration 6Q (39321.110000 sec): 3 clusters
  Score: Raw -82869.142005 + Penalty 3110.410262 = -79758.731743
  nChanged 1
		SP:Iteration 7Q (39321.290000 sec): 3 clusters
  Score: Raw -82871.428873 + Penalty 3110.410262 = -79761.018611
  nChanged 2
		SP:Iteration 8Q (39321.460000 sec): 3 clusters
  Score: Raw -82874.351419 + Penalty 3110.410262 = -79763.941157
  nChanged 0
		SP:Iteration 9F (39321.640000 sec): 3 clusters
  Score: Raw -82874.351419 + Penalty 3110.410262 = -79763.941157
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39321.730000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39321.900000 sec): 3 clusters
  Score: Raw -34369.178301 + Penalty 2645.028521 = -31724.149780
  nChanged 15
		SP:Iteration 1F (39322.080000 sec): 3 clusters
  Score: Raw -34411.785851 + Penalty 2645.028521 = -31766.757330
  nChanged 6
		SP:Iteration 2Q (39322.250000 sec): 3 clusters
  Score: Raw -34432.690567 + Penalty 2645.028521 = -31787.662045
  nChanged 6
		SP:Iteration 3Q (39322.430000 sec): 3 clusters
  Score: Raw -34444.238456 + Penalty 2645.028521 = -31799.209934
  nChanged 2
		SP:Iteration 4Q (39322.600000 sec): 3 clusters
  Score: Raw -34451.841283 + Penalty 2645.028521 = -31806.812762
  nChanged 1
		SP:Iteration 5Q (39322.780000 sec): 3 clusters
  Score: Raw -34456.520028 + Penalty 2645.028521 = -31811.491507
  nChanged 1
		SP:Iteration 6Q (39322.950000 sec): 3 clusters
  Score: Raw -34458.593630 + Penalty 2645.028521 = -31813.565108
  nChanged 1
		SP:Iteration 7Q (39323.130000 sec): 3 clusters
  Score: Raw -34461.011657 + Penalty 2645.028521 = -31815.983135
  nChanged 1
		SP:Iteration 8Q (39323.310000 sec): 3 clusters
  Score: Raw -34464.070081 + Penalty 2645.028521 = -31819.041560
  nChanged 1
		SP:Iteration 9Q (39323.480000 sec): 3 clusters
  Score: Raw -34465.667301 + Penalty 2645.028521 = -31820.638780
  nChanged 0
		SP:Iteration 10F (39323.660000 sec): 3 clusters
  Score: Raw -34465.667301 + Penalty 2645.028521 = -31820.638780
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39323.790000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39323.970000 sec): 3 clusters
  Score: Raw -18289.012476 + Penalty 2331.438261 = -15957.574215
  nChanged 2
		SP:Iteration 1Q (39324.140000 sec): 3 clusters
  Score: Raw -18309.151967 + Penalty 2331.438261 = -15977.713706
  nChanged 0
		SP:Iteration 2F (39324.320000 sec): 3 clusters
  Score: Raw -18309.151967 + Penalty 2331.438261 = -15977.713706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39324.390000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39324.570000 sec): 3 clusters
  Score: Raw -79120.963922 + Penalty 3061.163496 = -76059.800426
  nChanged 73
		SP:Iteration 1F (39324.740000 sec): 3 clusters
  Score: Raw -79284.309592 + Penalty 3061.163496 = -76223.146095
  nChanged 19
		SP:Iteration 2Q (39324.870000 sec): 3 clusters
  Score: Raw -79349.264587 + Penalty 3061.163496 = -76288.101091
  nChanged 10
		SP:Iteration 3Q (39325.050000 sec): 3 clusters
  Score: Raw -79380.078314 + Penalty 3061.163496 = -76318.914818
  nChanged 4
		SP:Iteration 4Q (39325.220000 sec): 3 clusters
  Score: Raw -79387.618113 + Penalty 3061.163496 = -76326.454617
  nChanged 2
		SP:Iteration 5Q (39325.320000 sec): 3 clusters
  Score: Raw -79394.396216 + Penalty 3061.163496 = -76333.232720
  nChanged 1
		SP:Iteration 6Q (39325.330000 sec): 3 clusters
  Score: Raw -79397.297760 + Penalty 3061.163496 = -76336.134263
  nChanged 2
		SP:Iteration 7Q (39325.350000 sec): 3 clusters
  Score: Raw -79405.108295 + Penalty 3061.163496 = -76343.944799
  nChanged 5
		SP:Iteration 8Q (39325.370000 sec): 3 clusters
  Score: Raw -79415.915446 + Penalty 3061.163496 = -76354.751950
  nChanged 1
		SP:Iteration 9Q (39325.390000 sec): 3 clusters
  Score: Raw -79418.926411 + Penalty 3061.163496 = -76357.762915
  nChanged 1
		SP:Iteration 10Q (39325.410000 sec): 3 clusters
  Score: Raw -79420.389061 + Penalty 3061.163496 = -76359.225565
  nChanged 0
		SP:Iteration 11F (39325.430000 sec): 3 clusters
  Score: Raw -79420.389061 + Penalty 3061.163496 = -76359.225565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39325.470000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39325.500000 sec): 3 clusters
  Score: Raw -132167.003705 + Penalty 3295.965121 = -128871.038584
  nChanged 193
		SP:Iteration 1F (39325.520000 sec): 3 clusters
  Score: Raw -132432.711318 + Penalty 3295.965121 = -129136.746197
  nChanged 47
		SP:Iteration 2F (39325.540000 sec): 3 clusters
  Score: Raw -132499.188418 + Penalty 3295.965121 = -129203.223298
  nChanged 17
		SP:Iteration 3Q (39325.570000 sec): 3 clusters
  Score: Raw -132526.121386 + Penalty 3295.965121 = -129230.156265
  nChanged 11
		SP:Iteration 4Q (39325.590000 sec): 3 clusters
  Score: Raw -132542.308458 + Penalty 3295.965121 = -129246.343337
  nChanged 3
		SP:Iteration 5Q (39325.610000 sec): 3 clusters
  Score: Raw -132547.643983 + Penalty 3295.965121 = -129251.678862
  nChanged 3
		SP:Iteration 6Q (39325.640000 sec): 3 clusters
  Score: Raw -132554.313873 + Penalty 3295.965121 = -129258.348752
  nChanged 4
		SP:Iteration 7Q (39325.660000 sec): 3 clusters
  Score: Raw -132559.380097 + Penalty 3295.965121 = -129263.414976
  nChanged 5
		SP:Iteration 8Q (39325.690000 sec): 3 clusters
  Score: Raw -132566.368483 + Penalty 3295.965121 = -129270.403362
  nChanged 1
		SP:Iteration 9Q (39325.710000 sec): 3 clusters
  Score: Raw -132567.335154 + Penalty 3295.965121 = -129271.370033
  nChanged 0
		SP:Iteration 10F (39325.730000 sec): 3 clusters
  Score: Raw -132567.335154 + Penalty 3295.965121 = -129271.370033
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39325.760000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39325.770000 sec): 3 clusters
  Score: Raw -21823.386814 + Penalty 2661.524103 = -19161.862711
  nChanged 15
		SP:Iteration 1F (39325.770000 sec): 3 clusters
  Score: Raw -21883.119865 + Penalty 2661.524103 = -19221.595762
  nChanged 6
		SP:Iteration 2Q (39325.780000 sec): 3 clusters
  Score: Raw -21930.515655 + Penalty 2661.524103 = -19268.991552
  nChanged 3
		SP:Iteration 3Q (39325.790000 sec): 3 clusters
  Score: Raw -21944.419737 + Penalty 2661.524103 = -19282.895634
  nChanged 0
		SP:Iteration 4F (39325.790000 sec): 3 clusters
  Score: Raw -21944.419737 + Penalty 2661.524103 = -19282.895634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39325.830000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39325.850000 sec): 3 clusters
  Score: Raw -134284.708786 + Penalty 3288.818959 = -130995.889827
  nChanged 185
		SP:Iteration 1F (39325.880000 sec): 3 clusters
  Score: Raw -134524.219103 + Penalty 3288.818959 = -131235.400144
  nChanged 35
		SP:Iteration 2Q (39325.900000 sec): 3 clusters
  Score: Raw -134579.400250 + Penalty 3288.818959 = -131290.581291
  nChanged 15
		SP:Iteration 3Q (39325.930000 sec): 3 clusters
  Score: Raw -134596.709418 + Penalty 3288.818959 = -131307.890459
  nChanged 9
		SP:Iteration 4Q (39325.950000 sec): 3 clusters
  Score: Raw -134608.108903 + Penalty 3288.818959 = -131319.289944
  nChanged 7
		SP:Iteration 5Q (39325.970000 sec): 3 clusters
  Score: Raw -134613.934021 + Penalty 3288.818959 = -131325.115061
  nChanged 3
		SP:Iteration 6Q (39326.000000 sec): 3 clusters
  Score: Raw -134618.509984 + Penalty 3288.818959 = -131329.691025
  nChanged 2
		SP:Iteration 7Q (39326.020000 sec): 3 clusters
  Score: Raw -134620.673371 + Penalty 3288.818959 = -131331.854412
  nChanged 2
		SP:Iteration 8Q (39326.050000 sec): 3 clusters
  Score: Raw -134622.516184 + Penalty 3288.818959 = -131333.697225
  nChanged 2
		SP:Iteration 9Q (39326.070000 sec): 3 clusters
  Score: Raw -134624.963596 + Penalty 3288.818959 = -131336.144637
  nChanged 0
		SP:Iteration 10F (39326.090000 sec): 3 clusters
  Score: Raw -134624.963596 + Penalty 3288.818959 = -131336.144637
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39326.150000 sec): 2 clusters
  Score: Raw -271142.760260 + Penalty 1823.723138 = -269319.037122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39326.190000 sec): 3 clusters
  Score: Raw -270637.504710 + Penalty 3647.446276 = -266990.058434
  nChanged 485
		SP:Iteration 1F (39326.230000 sec): 3 clusters
  Score: Raw -271071.747746 + Penalty 3647.446276 = -267424.301470
  nChanged 130
		SP:Iteration 2F (39326.270000 sec): 3 clusters
  Score: Raw -271230.603514 + Penalty 3647.446276 = -267583.157238
  nChanged 89
		SP:Iteration 3F (39326.310000 sec): 3 clusters
  Score: Raw -271369.026885 + Penalty 3647.446276 = -267721.580609
  nChanged 59
		SP:Iteration 4Q (39326.350000 sec): 3 clusters
  Score: Raw -271465.782411 + Penalty 3647.446276 = -267818.336136
  nChanged 62
		SP:Iteration 5Q (39326.390000 sec): 3 clusters
  Score: Raw -271557.768212 + Penalty 3647.446276 = -267910.321936
  nChanged 55
		SP:Iteration 6Q (39326.430000 sec): 3 clusters
  Score: Raw -271627.738481 + Penalty 3647.446276 = -267980.292205
  nChanged 45
		SP:Iteration 7Q (39326.470000 sec): 3 clusters
  Score: Raw -271693.230953 + Penalty 3647.446276 = -268045.784677
  nChanged 47
		SP:Iteration 8Q (39326.510000 sec): 3 clusters
  Score: Raw -271773.318381 + Penalty 3647.446276 = -268125.872105
  nChanged 48
		SP:Iteration 9Q (39326.550000 sec): 3 clusters
  Score: Raw -271852.674664 + Penalty 3647.446276 = -268205.228388
  nChanged 45
		SP:Iteration 10Q (39326.590000 sec): 3 clusters
  Score: Raw -271925.694611 + Penalty 3647.446276 = -268278.248335
  nChanged 39
		SP:Iteration 11Q (39326.630000 sec): 3 clusters
  Score: Raw -271987.569070 + Penalty 3647.446276 = -268340.122794
  nChanged 34
		SP:Iteration 12Q (39326.670000 sec): 3 clusters
  Score: Raw -272044.122028 + Penalty 3647.446276 = -268396.675752
  nChanged 33
		SP:Iteration 13Q (39326.710000 sec): 3 clusters
  Score: Raw -272093.771259 + Penalty 3647.446276 = -268446.324983
  nChanged 28
		SP:Iteration 14Q (39326.750000 sec): 3 clusters
  Score: Raw -272137.167476 + Penalty 3647.446276 = -268489.721200
  nChanged 25
		SP:Iteration 15Q (39326.790000 sec): 3 clusters
  Score: Raw -272182.930906 + Penalty 3647.446276 = -268535.484630
  nChanged 24
		SP:Iteration 16Q (39326.830000 sec): 3 clusters
  Score: Raw -272213.378792 + Penalty 3647.446276 = -268565.932516
  nChanged 14
		SP:Iteration 17Q (39326.870000 sec): 3 clusters
  Score: Raw -272233.914973 + Penalty 3647.446276 = -268586.468697
  nChanged 17
		SP:Iteration 18Q (39326.910000 sec): 3 clusters
  Score: Raw -272252.363507 + Penalty 3647.446276 = -268604.917231
  nChanged 15
		SP:Iteration 19Q (39326.950000 sec): 3 clusters
  Score: Raw -272267.390086 + Penalty 3647.446276 = -268619.943810
  nChanged 12
		SP:Iteration 20F (39326.990000 sec): 3 clusters
  Score: Raw -272288.879388 + Penalty 3647.446276 = -268641.433112
  nChanged 10
		SP:Iteration 21Q (39327.030000 sec): 3 clusters
  Score: Raw -272313.512405 + Penalty 3647.446276 = -268666.066129
  nChanged 11
		SP:Iteration 22Q (39327.070000 sec): 3 clusters
  Score: Raw -272325.775152 + Penalty 3647.446276 = -268678.328876
  nChanged 9
		SP:Iteration 23Q (39327.110000 sec): 3 clusters
  Score: Raw -272336.330827 + Penalty 3647.446276 = -268688.884551
  nChanged 7
		SP:Iteration 24Q (39327.150000 sec): 3 clusters
  Score: Raw -272346.158037 + Penalty 3647.446276 = -268698.711761
  nChanged 7
		SP:Iteration 25Q (39327.190000 sec): 3 clusters
  Score: Raw -272354.675526 + Penalty 3647.446276 = -268707.229250
  nChanged 7
		SP:Iteration 26Q (39327.230000 sec): 3 clusters
  Score: Raw -272361.283370 + Penalty 3647.446276 = -268713.837094
  nChanged 5
		SP:Iteration 27Q (39327.270000 sec): 3 clusters
  Score: Raw -272365.079846 + Penalty 3647.446276 = -268717.633570
  nChanged 4
		SP:Iteration 28Q (39327.310000 sec): 3 clusters
  Score: Raw -272367.423637 + Penalty 3647.446276 = -268719.977361
  nChanged 2
		SP:Iteration 29Q (39327.350000 sec): 3 clusters
  Score: Raw -272368.187897 + Penalty 3647.446276 = -268720.741621
  nChanged 2
		SP:Iteration 30Q (39327.390000 sec): 3 clusters
  Score: Raw -272371.066986 + Penalty 3647.446276 = -268723.620710
  nChanged 0
		SP:Iteration 31F (39327.430000 sec): 3 clusters
  Score: Raw -272371.066986 + Penalty 3647.446276 = -268723.620710
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39327.510000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39327.690000 sec): 3 clusters
  Score: Raw -60029.030104 + Penalty 2975.472535 = -57053.557569
  nChanged 72
		SP:Iteration 1F (39327.860000 sec): 3 clusters
  Score: Raw -60175.890537 + Penalty 2975.472535 = -57200.418002
  nChanged 15
		SP:Iteration 2Q (39328.040000 sec): 3 clusters
  Score: Raw -60208.516143 + Penalty 2975.472535 = -57233.043609
  nChanged 5
		SP:Iteration 3Q (39328.210000 sec): 3 clusters
  Score: Raw -60222.991997 + Penalty 2975.472535 = -57247.519462
  nChanged 6
		SP:Iteration 4Q (39328.390000 sec): 3 clusters
  Score: Raw -60247.764552 + Penalty 2975.472535 = -57272.292017
  nChanged 8
		SP:Iteration 5Q (39328.570000 sec): 3 clusters
  Score: Raw -60268.502158 + Penalty 2975.472535 = -57293.029623
  nChanged 6
		SP:Iteration 6Q (39328.740000 sec): 3 clusters
  Score: Raw -60283.339158 + Penalty 2975.472535 = -57307.866623
  nChanged 3
		SP:Iteration 7Q (39328.910000 sec): 3 clusters
  Score: Raw -60288.478715 + Penalty 2975.472535 = -57313.006180
  nChanged 1
		SP:Iteration 8Q (39329.090000 sec): 3 clusters
  Score: Raw -60289.799350 + Penalty 2975.472535 = -57314.326815
  nChanged 1
		SP:Iteration 9Q (39329.270000 sec): 3 clusters
  Score: Raw -60291.718318 + Penalty 2975.472535 = -57316.245783
  nChanged 1
		SP:Iteration 10Q (39329.440000 sec): 3 clusters
  Score: Raw -60295.088493 + Penalty 2975.472535 = -57319.615959
  nChanged 1
		SP:Iteration 11Q (39329.620000 sec): 3 clusters
  Score: Raw -60297.340238 + Penalty 2975.472535 = -57321.867703
  nChanged 2
		SP:Iteration 12Q (39329.790000 sec): 3 clusters
  Score: Raw -60300.477277 + Penalty 2975.472535 = -57325.004742
  nChanged 1
		SP:Iteration 13Q (39329.970000 sec): 3 clusters
  Score: Raw -60305.007682 + Penalty 2975.472535 = -57329.535147
  nChanged 4
		SP:Iteration 14Q (39330.150000 sec): 3 clusters
  Score: Raw -60315.221042 + Penalty 2975.472535 = -57339.748507
  nChanged 2
		SP:Iteration 15Q (39330.320000 sec): 3 clusters
  Score: Raw -60319.603936 + Penalty 2975.472535 = -57344.131401
  nChanged 1
		SP:Iteration 16Q (39330.500000 sec): 3 clusters
  Score: Raw -60321.628859 + Penalty 2975.472535 = -57346.156324
  nChanged 1
		SP:Iteration 17Q (39330.670000 sec): 3 clusters
  Score: Raw -60326.240959 + Penalty 2975.472535 = -57350.768424
  nChanged 1
		SP:Iteration 18Q (39330.850000 sec): 3 clusters
  Score: Raw -60328.358107 + Penalty 2975.472535 = -57352.885572
  nChanged 0
		SP:Iteration 19F (39331.030000 sec): 3 clusters
  Score: Raw -60328.358107 + Penalty 2975.472535 = -57352.885572
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39331.110000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39331.290000 sec): 3 clusters
  Score: Raw -185371.187996 + Penalty 3484.225919 = -181886.962077
  nChanged 305
		SP:Iteration 1F (39331.470000 sec): 3 clusters
  Score: Raw -185860.213648 + Penalty 3484.225919 = -182375.987729
  nChanged 101
		SP:Iteration 2F (39331.640000 sec): 3 clusters
  Score: Raw -186108.097429 + Penalty 3484.225919 = -182623.871510
  nChanged 65
		SP:Iteration 3F (39331.820000 sec): 3 clusters
  Score: Raw -186298.114800 + Penalty 3484.225919 = -182813.888881
  nChanged 58
		SP:Iteration 4F (39331.990000 sec): 3 clusters
  Score: Raw -186440.308741 + Penalty 3484.225919 = -182956.082822
  nChanged 38
		SP:Iteration 5Q (39332.170000 sec): 3 clusters
  Score: Raw -186519.415018 + Penalty 3484.225919 = -183035.189099
  nChanged 23
		SP:Iteration 6Q (39332.350000 sec): 3 clusters
  Score: Raw -186569.661325 + Penalty 3484.225919 = -183085.435406
  nChanged 19
		SP:Iteration 7Q (39332.520000 sec): 3 clusters
  Score: Raw -186598.120745 + Penalty 3484.225919 = -183113.894825
  nChanged 17
		SP:Iteration 8Q (39332.700000 sec): 3 clusters
  Score: Raw -186623.799785 + Penalty 3484.225919 = -183139.573866
  nChanged 14
		SP:Iteration 9Q (39332.870000 sec): 3 clusters
  Score: Raw -186639.160597 + Penalty 3484.225919 = -183154.934678
  nChanged 5
		SP:Iteration 10Q (39333.050000 sec): 3 clusters
  Score: Raw -186644.801476 + Penalty 3484.225919 = -183160.575557
  nChanged 2
		SP:Iteration 11Q (39333.230000 sec): 3 clusters
  Score: Raw -186647.667630 + Penalty 3484.225919 = -183163.441711
  nChanged 0
		SP:Iteration 12F (39333.400000 sec): 3 clusters
  Score: Raw -186647.667630 + Penalty 3484.225919 = -183163.441711
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39334.080000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39335.060000 sec): 3 clusters
  Score: Raw -19044188.096802 + Penalty 5708.960592 = -19038479.136210
  nChanged 47125
		SP:Iteration 1F (39336.110000 sec): 3 clusters
  Score: Raw -19071220.647660 + Penalty 5708.960592 = -19065511.687068
  nChanged 3696
		SP:Iteration 2Q (39337.220000 sec): 3 clusters
  Score: Raw -19072226.245719 + Penalty 5708.960592 = -19066517.285127
  nChanged 4019
		SP:Iteration 3Q (39338.330000 sec): 3 clusters
  Score: Raw -19073563.534556 + Penalty 5708.960592 = -19067854.573964
  nChanged 4730
		SP:Iteration 4Q (39339.430000 sec): 3 clusters
  Score: Raw -19075537.996215 + Penalty 5708.960592 = -19069829.035623
  nChanged 5732
		SP:Iteration 5F (39340.380000 sec): 3 clusters
  Score: Raw -19078445.458912 + Penalty 5708.960592 = -19072736.498320
  nChanged 6516
		SP:Iteration 6F (39341.330000 sec): 3 clusters
  Score: Raw -19082284.072444 + Penalty 5708.960592 = -19076575.111852
  nChanged 6687
		SP:Iteration 7F (39342.280000 sec): 3 clusters
  Score: Raw -19086626.854361 + Penalty 5708.960592 = -19080917.893769
  nChanged 6145
		SP:Iteration 8F (39343.190000 sec): 3 clusters
  Score: Raw -19091040.610796 + Penalty 5708.960592 = -19085331.650204
  nChanged 5214
		SP:Iteration 9F (39344.240000 sec): 3 clusters
  Score: Raw -19095430.044318 + Penalty 5708.960592 = -19089721.083726
  nChanged 4030
		SP:Iteration 10Q (39345.340000 sec): 3 clusters
  Score: Raw -19099205.842801 + Penalty 5708.960592 = -19093496.882210
  nChanged 2895
		SP:Iteration 11Q (39346.390000 sec): 3 clusters
  Score: Raw -19101843.157516 + Penalty 5708.960592 = -19096134.196924
  nChanged 2116
		SP:Iteration 12Q (39347.410000 sec): 3 clusters
  Score: Raw -19103350.694254 + Penalty 5708.960592 = -19097641.733662
  nChanged 1470
		SP:Iteration 13Q (39348.310000 sec): 3 clusters
  Score: Raw -19104182.205385 + Penalty 5708.960592 = -19098473.244793
  nChanged 1134
		SP:Iteration 14Q (39349.310000 sec): 3 clusters
  Score: Raw -19104737.116127 + Penalty 5708.960592 = -19099028.155535
  nChanged 1018
		SP:Iteration 15Q (39350.270000 sec): 3 clusters
  Score: Raw -19105191.816101 + Penalty 5708.960592 = -19099482.855509
  nChanged 899
		SP:Iteration 16Q (39351.290000 sec): 3 clusters
  Score: Raw -19105578.932618 + Penalty 5708.960592 = -19099869.972026
  nChanged 766
		SP:Iteration 17Q (39352.210000 sec): 3 clusters
  Score: Raw -19105898.998166 + Penalty 5708.960592 = -19100190.037574
  nChanged 704
		SP:Iteration 18Q (39353.190000 sec): 3 clusters
  Score: Raw -19106196.031368 + Penalty 5708.960592 = -19100487.070776
  nChanged 635
		SP:Iteration 19Q (39354.130000 sec): 3 clusters
  Score: Raw -19106467.976774 + Penalty 5708.960592 = -19100759.016182
  nChanged 578
		SP:Iteration 20F (39355.210000 sec): 3 clusters
  Score: Raw -19106716.291982 + Penalty 5708.960592 = -19101007.331391
  nChanged 503
		SP:Iteration 21Q (39356.150000 sec): 3 clusters
  Score: Raw -19106931.775313 + Penalty 5708.960592 = -19101222.814721
  nChanged 446
		SP:Iteration 22Q (39357.050000 sec): 3 clusters
  Score: Raw -19107126.146902 + Penalty 5708.960592 = -19101417.186310
  nChanged 405
		SP:Iteration 23Q (39357.950000 sec): 3 clusters
  Score: Raw -19107300.779591 + Penalty 5708.960592 = -19101591.818999
  nChanged 350
		SP:Iteration 24Q (39358.860000 sec): 3 clusters
  Score: Raw -19107448.819827 + Penalty 5708.960592 = -19101739.859235
  nChanged 296
		SP:Iteration 25Q (39359.770000 sec): 3 clusters
  Score: Raw -19107570.329140 + Penalty 5708.960592 = -19101861.368548
  nChanged 249
		SP:Iteration 26Q (39360.660000 sec): 3 clusters
  Score: Raw -19107670.953560 + Penalty 5708.960592 = -19101961.992968
  nChanged 218
		SP:Iteration 27Q (39361.580000 sec): 3 clusters
  Score: Raw -19107762.633235 + Penalty 5708.960592 = -19102053.672643
  nChanged 190
		SP:Iteration 28Q (39362.480000 sec): 3 clusters
  Score: Raw -19107833.429612 + Penalty 5708.960592 = -19102124.469020
  nChanged 139
		SP:Iteration 29Q (39363.410000 sec): 3 clusters
  Score: Raw -19107885.926448 + Penalty 5708.960592 = -19102176.965856
  nChanged 131
		SP:Iteration 30Q (39364.300000 sec): 3 clusters
  Score: Raw -19107941.476572 + Penalty 5708.960592 = -19102232.515980
  nChanged 128
		SP:Iteration 31Q (39365.150000 sec): 3 clusters
  Score: Raw -19107989.886972 + Penalty 5708.960592 = -19102280.926380
  nChanged 97
		SP:Iteration 32Q (39365.980000 sec): 3 clusters
  Score: Raw -19108026.714620 + Penalty 5708.960592 = -19102317.754028
  nChanged 84
		SP:Iteration 33Q (39366.920000 sec): 3 clusters
  Score: Raw -19108056.469672 + Penalty 5708.960592 = -19102347.509080
  nChanged 69
		SP:Iteration 34Q (39367.790000 sec): 3 clusters
  Score: Raw -19108084.247946 + Penalty 5708.960592 = -19102375.287354
  nChanged 65
		SP:Iteration 35Q (39368.620000 sec): 3 clusters
  Score: Raw -19108109.432246 + Penalty 5708.960592 = -19102400.471654
  nChanged 54
		SP:Iteration 36Q (39369.560000 sec): 3 clusters
  Score: Raw -19108127.641917 + Penalty 5708.960592 = -19102418.681325
  nChanged 47
		SP:Iteration 37Q (39370.480000 sec): 3 clusters
  Score: Raw -19108144.205624 + Penalty 5708.960592 = -19102435.245032
  nChanged 44
		SP:Iteration 38Q (39371.390000 sec): 3 clusters
  Score: Raw -19108159.395801 + Penalty 5708.960592 = -19102450.435209
  nChanged 41
		SP:Iteration 39Q (39372.300000 sec): 3 clusters
  Score: Raw -19108176.094394 + Penalty 5708.960592 = -19102467.133802
  nChanged 44
		SP:Iteration 40F (39373.300000 sec): 3 clusters
  Score: Raw -19108193.194072 + Penalty 5708.960592 = -19102484.233480
  nChanged 33
		SP:Iteration 41Q (39374.230000 sec): 3 clusters
  Score: Raw -19108207.090714 + Penalty 5708.960592 = -19102498.130122
  nChanged 33
		SP:Iteration 42Q (39375.190000 sec): 3 clusters
  Score: Raw -19108220.885669 + Penalty 5708.960592 = -19102511.925077
  nChanged 27
		SP:Iteration 43Q (39376.100000 sec): 3 clusters
  Score: Raw -19108229.790177 + Penalty 5708.960592 = -19102520.829585
  nChanged 23
		SP:Iteration 44Q (39377.010000 sec): 3 clusters
  Score: Raw -19108237.669608 + Penalty 5708.960592 = -19102528.709016
  nChanged 22
		SP:Iteration 45Q (39377.930000 sec): 3 clusters
  Score: Raw -19108245.500682 + Penalty 5708.960592 = -19102536.540090
  nChanged 20
		SP:Iteration 46Q (39378.880000 sec): 3 clusters
  Score: Raw -19108253.112908 + Penalty 5708.960592 = -19102544.152316
  nChanged 26
		SP:Iteration 47Q (39379.780000 sec): 3 clusters
  Score: Raw -19108264.487972 + Penalty 5708.960592 = -19102555.527380
  nChanged 21
		SP:Iteration 48Q (39380.690000 sec): 3 clusters
  Score: Raw -19108273.795418 + Penalty 5708.960592 = -19102564.834826
  nChanged 27
		SP:Iteration 49Q (39381.600000 sec): 3 clusters
  Score: Raw -19108284.971323 + Penalty 5708.960592 = -19102576.010731
  nChanged 25
		SP:Iteration 50Q (39382.510000 sec): 3 clusters
  Score: Raw -19108295.577440 + Penalty 5708.960592 = -19102586.616848
  nChanged 28
		SP:Iteration 51Q (39383.430000 sec): 3 clusters
  Score: Raw -19108306.979864 + Penalty 5708.960592 = -19102598.019273
  nChanged 18
		SP:Iteration 52Q (39384.340000 sec): 3 clusters
  Score: Raw -19108314.639037 + Penalty 5708.960592 = -19102605.678445
  nChanged 16
		SP:Iteration 53Q (39385.260000 sec): 3 clusters
  Score: Raw -19108320.141632 + Penalty 5708.960592 = -19102611.181040
  nChanged 11
		SP:Iteration 54Q (39386.170000 sec): 3 clusters
  Score: Raw -19108324.722816 + Penalty 5708.960592 = -19102615.762224
  nChanged 15
		SP:Iteration 55Q (39387.040000 sec): 3 clusters
  Score: Raw -19108330.441477 + Penalty 5708.960592 = -19102621.480885
  nChanged 11
		SP:Iteration 56Q (39387.960000 sec): 3 clusters
  Score: Raw -19108335.954765 + Penalty 5708.960592 = -19102626.994173
  nChanged 14
		SP:Iteration 57Q (39388.880000 sec): 3 clusters
  Score: Raw -19108343.738993 + Penalty 5708.960592 = -19102634.778401
  nChanged 11
		SP:Iteration 58Q (39389.790000 sec): 3 clusters
  Score: Raw -19108348.465169 + Penalty 5708.960592 = -19102639.504577
  nChanged 11
		SP:Iteration 59Q (39390.710000 sec): 3 clusters
  Score: Raw -19108353.962201 + Penalty 5708.960592 = -19102645.001609
  nChanged 11
		SP:Iteration 60F (39391.700000 sec): 3 clusters
  Score: Raw -19108357.600220 + Penalty 5708.960592 = -19102648.639628
  nChanged 13
		SP:Iteration 61Q (39392.600000 sec): 3 clusters
  Score: Raw -19108363.370418 + Penalty 5708.960592 = -19102654.409826
  nChanged 14
		SP:Iteration 62Q (39393.520000 sec): 3 clusters
  Score: Raw -19108368.181045 + Penalty 5708.960592 = -19102659.220453
  nChanged 6
		SP:Iteration 63Q (39394.380000 sec): 3 clusters
  Score: Raw -19108370.783395 + Penalty 5708.960592 = -19102661.822803
  nChanged 4
		SP:Iteration 64Q (39395.230000 sec): 3 clusters
  Score: Raw -19108371.943678 + Penalty 5708.960592 = -19102662.983086
  nChanged 2
		SP:Iteration 65Q (39396.090000 sec): 3 clusters
  Score: Raw -19108372.728583 + Penalty 5708.960592 = -19102663.767991
  nChanged 2
		SP:Iteration 66Q (39397.020000 sec): 3 clusters
  Score: Raw -19108373.503997 + Penalty 5708.960592 = -19102664.543405
  nChanged 2
		SP:Iteration 67Q (39397.940000 sec): 3 clusters
  Score: Raw -19108374.219575 + Penalty 5708.960592 = -19102665.258983
  nChanged 2
		SP:Iteration 68Q (39398.850000 sec): 3 clusters
  Score: Raw -19108374.866543 + Penalty 5708.960592 = -19102665.905951
  nChanged 2
		SP:Iteration 69Q (39399.760000 sec): 3 clusters
  Score: Raw -19108375.431721 + Penalty 5708.960592 = -19102666.471129
  nChanged 1
		SP:Iteration 70Q (39400.630000 sec): 3 clusters
  Score: Raw -19108375.741523 + Penalty 5708.960592 = -19102666.780932
  nChanged 1
		SP:Iteration 71Q (39401.550000 sec): 3 clusters
  Score: Raw -19108376.014725 + Penalty 5708.960592 = -19102667.054133
  nChanged 2
		SP:Iteration 72Q (39402.470000 sec): 3 clusters
  Score: Raw -19108376.733668 + Penalty 5708.960592 = -19102667.773076
  nChanged 1
		SP:Iteration 73Q (39403.380000 sec): 3 clusters
  Score: Raw -19108376.975477 + Penalty 5708.960592 = -19102668.014885
  nChanged 0
		SP:Iteration 74F (39404.380000 sec): 3 clusters
  Score: Raw -19108376.975477 + Penalty 5708.960592 = -19102668.014885
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39404.460000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39404.630000 sec): 3 clusters
  Score: Raw -50660.604514 + Penalty 2829.076107 = -47831.528406
  nChanged 28
		SP:Iteration 1F (39404.810000 sec): 3 clusters
  Score: Raw -50740.178631 + Penalty 2829.076107 = -47911.102523
  nChanged 8
		SP:Iteration 2Q (39404.980000 sec): 3 clusters
  Score: Raw -50783.654051 + Penalty 2829.076107 = -47954.577943
  nChanged 4
		SP:Iteration 3Q (39405.160000 sec): 3 clusters
  Score: Raw -50800.124301 + Penalty 2829.076107 = -47971.048194
  nChanged 4
		SP:Iteration 4Q (39405.330000 sec): 3 clusters
  Score: Raw -50810.158046 + Penalty 2829.076107 = -47981.081939
  nChanged 1
		SP:Iteration 5Q (39405.510000 sec): 3 clusters
  Score: Raw -50819.071418 + Penalty 2829.076107 = -47989.995311
  nChanged 2
		SP:Iteration 6Q (39405.680000 sec): 3 clusters
  Score: Raw -50825.539141 + Penalty 2829.076107 = -47996.463033
  nChanged 2
		SP:Iteration 7Q (39405.860000 sec): 3 clusters
  Score: Raw -50833.144037 + Penalty 2829.076107 = -48004.067929
  nChanged 1
		SP:Iteration 8Q (39406.040000 sec): 3 clusters
  Score: Raw -50836.585422 + Penalty 2829.076107 = -48007.509314
  nChanged 0
		SP:Iteration 9F (39406.210000 sec): 3 clusters
  Score: Raw -50836.585422 + Penalty 2829.076107 = -48007.509314
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39406.300000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39406.480000 sec): 3 clusters
  Score: Raw -27322.601184 + Penalty 2570.164641 = -24752.436543
  nChanged 10
		SP:Iteration 1F (39406.650000 sec): 3 clusters
  Score: Raw -27374.361577 + Penalty 2570.164641 = -24804.196936
  nChanged 2
		SP:Iteration 2Q (39406.830000 sec): 3 clusters
  Score: Raw -27382.341779 + Penalty 2570.164641 = -24812.177138
  nChanged 1
		SP:Iteration 3Q (39407.000000 sec): 3 clusters
  Score: Raw -27386.457187 + Penalty 2570.164641 = -24816.292546
  nChanged 1
		SP:Iteration 4Q (39407.140000 sec): 3 clusters
  Score: Raw -27389.390748 + Penalty 2570.164641 = -24819.226107
  nChanged 0
		SP:Iteration 5F (39407.140000 sec): 3 clusters
  Score: Raw -27389.390748 + Penalty 2570.164641 = -24819.226107
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39407.170000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39407.180000 sec): 3 clusters
  Score: Raw -48034.564085 + Penalty 2810.547637 = -45224.016448
  nChanged 28
		SP:Iteration 1F (39407.190000 sec): 3 clusters
  Score: Raw -48151.623734 + Penalty 2810.547637 = -45341.076097
  nChanged 7
		SP:Iteration 2Q (39407.200000 sec): 3 clusters
  Score: Raw -48177.228366 + Penalty 2810.547637 = -45366.680729
  nChanged 1
		SP:Iteration 3Q (39407.210000 sec): 3 clusters
  Score: Raw -48179.133847 + Penalty 2810.547637 = -45368.586210
  nChanged 0
		SP:Iteration 4F (39407.220000 sec): 3 clusters
  Score: Raw -48179.133847 + Penalty 2810.547637 = -45368.586210
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39407.260000 sec): 2 clusters
  Score: Raw -150585.181438 + Penalty 1690.006639 = -148895.174799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39407.290000 sec): 3 clusters
  Score: Raw -150395.544856 + Penalty 3380.013277 = -147015.531579
  nChanged 244
		SP:Iteration 1F (39407.320000 sec): 3 clusters
  Score: Raw -150782.605500 + Penalty 3380.013277 = -147402.592223
  nChanged 101
		SP:Iteration 2F (39407.350000 sec): 3 clusters
  Score: Raw -151125.538114 + Penalty 3380.013277 = -147745.524837
  nChanged 75
		SP:Iteration 3F (39407.380000 sec): 3 clusters
  Score: Raw -151435.894450 + Penalty 3380.013277 = -148055.881173
  nChanged 63
		SP:Iteration 4F (39407.410000 sec): 3 clusters
  Score: Raw -151657.254054 + Penalty 3380.013277 = -148277.240777
  nChanged 39
		SP:Iteration 5Q (39407.440000 sec): 3 clusters
  Score: Raw -151782.502239 + Penalty 3380.013277 = -148402.488962
  nChanged 26
		SP:Iteration 6Q (39407.470000 sec): 3 clusters
  Score: Raw -151855.740681 + Penalty 3380.013277 = -148475.727404
  nChanged 20
		SP:Iteration 7Q (39407.500000 sec): 3 clusters
  Score: Raw -151918.209356 + Penalty 3380.013277 = -148538.196079
  nChanged 21
		SP:Iteration 8Q (39407.530000 sec): 3 clusters
  Score: Raw -151976.046061 + Penalty 3380.013277 = -148596.032784
  nChanged 14
		SP:Iteration 9Q (39407.560000 sec): 3 clusters
  Score: Raw -152017.007397 + Penalty 3380.013277 = -148636.994120
  nChanged 13
		SP:Iteration 10Q (39407.590000 sec): 3 clusters
  Score: Raw -152059.809099 + Penalty 3380.013277 = -148679.795822
  nChanged 13
		SP:Iteration 11Q (39407.620000 sec): 3 clusters
  Score: Raw -152091.882304 + Penalty 3380.013277 = -148711.869027
  nChanged 7
		SP:Iteration 12Q (39407.650000 sec): 3 clusters
  Score: Raw -152115.994150 + Penalty 3380.013277 = -148735.980873
  nChanged 9
		SP:Iteration 13Q (39407.680000 sec): 3 clusters
  Score: Raw -152134.671887 + Penalty 3380.013277 = -148754.658610
  nChanged 9
		SP:Iteration 14Q (39407.710000 sec): 3 clusters
  Score: Raw -152154.943565 + Penalty 3380.013277 = -148774.930288
  nChanged 11
		SP:Iteration 15Q (39407.740000 sec): 3 clusters
  Score: Raw -152180.326525 + Penalty 3380.013277 = -148800.313247
  nChanged 6
		SP:Iteration 16Q (39407.770000 sec): 3 clusters
  Score: Raw -152196.693332 + Penalty 3380.013277 = -148816.680055
  nChanged 6
		SP:Iteration 17Q (39407.800000 sec): 3 clusters
  Score: Raw -152210.647504 + Penalty 3380.013277 = -148830.634227
  nChanged 6
		SP:Iteration 18Q (39407.830000 sec): 3 clusters
  Score: Raw -152226.492029 + Penalty 3380.013277 = -148846.478752
  nChanged 7
		SP:Iteration 19Q (39407.860000 sec): 3 clusters
  Score: Raw -152254.347922 + Penalty 3380.013277 = -148874.334645
  nChanged 10
		SP:Iteration 20F (39407.890000 sec): 3 clusters
  Score: Raw -152278.582092 + Penalty 3380.013277 = -148898.568815
  nChanged 8
		SP:Iteration 21Q (39407.920000 sec): 3 clusters
  Score: Raw -152297.921564 + Penalty 3380.013277 = -148917.908287
  nChanged 4
		SP:Iteration 22Q (39407.950000 sec): 3 clusters
  Score: Raw -152312.299541 + Penalty 3380.013277 = -148932.286264
  nChanged 2
		SP:Iteration 23Q (39407.980000 sec): 3 clusters
  Score: Raw -152315.022041 + Penalty 3380.013277 = -148935.008764
  nChanged 1
		SP:Iteration 24Q (39408.010000 sec): 3 clusters
  Score: Raw -152317.832911 + Penalty 3380.013277 = -148937.819634
  nChanged 1
		SP:Iteration 25Q (39408.040000 sec): 3 clusters
  Score: Raw -152319.851097 + Penalty 3380.013277 = -148939.837820
  nChanged 2
		SP:Iteration 26Q (39408.070000 sec): 3 clusters
  Score: Raw -152323.819502 + Penalty 3380.013277 = -148943.806224
  nChanged 4
		SP:Iteration 27Q (39408.100000 sec): 3 clusters
  Score: Raw -152330.542681 + Penalty 3380.013277 = -148950.529404
  nChanged 1
		SP:Iteration 28Q (39408.130000 sec): 3 clusters
  Score: Raw -152332.866327 + Penalty 3380.013277 = -148952.853050
  nChanged 0
		SP:Iteration 29F (39408.160000 sec): 3 clusters
  Score: Raw -152332.866327 + Penalty 3380.013277 = -148952.853050
  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 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39408.200000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39408.220000 sec): 3 clusters
  Score: Raw -45035.133443 + Penalty 2927.706133 = -42107.427310
  nChanged 67
		SP:Iteration 1F (39408.230000 sec): 3 clusters
  Score: Raw -45169.618749 + Penalty 2927.706133 = -42241.912615
  nChanged 21
		SP:Iteration 2F (39408.250000 sec): 3 clusters
  Score: Raw -45239.852921 + Penalty 2927.706133 = -42312.146788
  nChanged 26
		SP:Iteration 3F (39408.260000 sec): 3 clusters
  Score: Raw -45345.742805 + Penalty 2927.706133 = -42418.036671
  nChanged 18
		SP:Iteration 4Q (39408.280000 sec): 3 clusters
  Score: Raw -45404.942343 + Penalty 2927.706133 = -42477.236209
  nChanged 9
		SP:Iteration 5Q (39408.290000 sec): 3 clusters
  Score: Raw -45433.476131 + Penalty 2927.706133 = -42505.769998
  nChanged 2
		SP:Iteration 6Q (39408.300000 sec): 3 clusters
  Score: Raw -45438.587306 + Penalty 2927.706133 = -42510.881173
  nChanged 2
		SP:Iteration 7Q (39408.320000 sec): 3 clusters
  Score: Raw -45459.296338 + Penalty 2927.706133 = -42531.590204
  nChanged 1
		SP:Iteration 8Q (39408.340000 sec): 3 clusters
  Score: Raw -45464.604507 + Penalty 2927.706133 = -42536.898374
  nChanged 1
		SP:Iteration 9Q (39408.350000 sec): 3 clusters
  Score: Raw -45478.744390 + Penalty 2927.706133 = -42551.038256
  nChanged 2
		SP:Iteration 10Q (39408.360000 sec): 3 clusters
  Score: Raw -45484.694849 + Penalty 2927.706133 = -42556.988716
  nChanged 2
		SP:Iteration 11Q (39408.380000 sec): 3 clusters
  Score: Raw -45494.970723 + Penalty 2927.706133 = -42567.264590
  nChanged 0
		SP:Iteration 12F (39408.400000 sec): 3 clusters
  Score: Raw -45494.970723 + Penalty 2927.706133 = -42567.264590
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39408.580000 sec): 2 clusters
  Score: Raw -2770033.035968 + Penalty 2403.039482 = -2767629.996486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39408.890000 sec): 3 clusters
  Score: Raw -2760848.622279 + Penalty 4806.078963 = -2756042.543316
  nChanged 7068
		SP:Iteration 1F (39409.240000 sec): 3 clusters
  Score: Raw -2764556.826977 + Penalty 4806.078963 = -2759750.748014
  nChanged 878
		SP:Iteration 2F (39409.510000 sec): 3 clusters
  Score: Raw -2764910.072087 + Penalty 4806.078963 = -2760103.993124
  nChanged 753
		SP:Iteration 3Q (39409.850000 sec): 3 clusters
  Score: Raw -2765205.901816 + Penalty 4806.078963 = -2760399.822853
  nChanged 649
		SP:Iteration 4Q (39410.150000 sec): 3 clusters
  Score: Raw -2765460.226804 + Penalty 4806.078963 = -2760654.147841
  nChanged 596
		SP:Iteration 5Q (39410.450000 sec): 3 clusters
  Score: Raw -2765686.267847 + Penalty 4806.078963 = -2760880.188884
  nChanged 519
		SP:Iteration 6Q (39410.690000 sec): 3 clusters
  Score: Raw -2765887.923450 + Penalty 4806.078963 = -2761081.844487
  nChanged 534
		SP:Iteration 7Q (39410.980000 sec): 3 clusters
  Score: Raw -2766094.945614 + Penalty 4806.078963 = -2761288.866651
  nChanged 537
		SP:Iteration 8Q (39411.320000 sec): 3 clusters
  Score: Raw -2766323.014066 + Penalty 4806.078963 = -2761516.935103
  nChanged 586
		SP:Iteration 9Q (39411.620000 sec): 3 clusters
  Score: Raw -2766634.413254 + Penalty 4806.078963 = -2761828.334291
  nChanged 683
		SP:Iteration 10Q (39411.930000 sec): 3 clusters
  Score: Raw -2767039.345287 + Penalty 4806.078963 = -2762233.266324
  nChanged 739
		SP:Iteration 11Q (39412.240000 sec): 3 clusters
  Score: Raw -2767562.596491 + Penalty 4806.078963 = -2762756.517528
  nChanged 834
		SP:Iteration 12F (39412.540000 sec): 3 clusters
  Score: Raw -2768197.818939 + Penalty 4806.078963 = -2763391.739976
  nChanged 767
		SP:Iteration 13Q (39412.840000 sec): 3 clusters
  Score: Raw -2768821.955019 + Penalty 4806.078963 = -2764015.876056
  nChanged 630
		SP:Iteration 14Q (39413.150000 sec): 3 clusters
  Score: Raw -2769351.836217 + Penalty 4806.078963 = -2764545.757254
  nChanged 494
		SP:Iteration 15Q (39413.460000 sec): 3 clusters
  Score: Raw -2769768.872159 + Penalty 4806.078963 = -2764962.793196
  nChanged 320
		SP:Iteration 16Q (39413.760000 sec): 3 clusters
  Score: Raw -2770025.874858 + Penalty 4806.078963 = -2765219.795895
  nChanged 213
		SP:Iteration 17Q (39414.040000 sec): 3 clusters
  Score: Raw -2770172.824261 + Penalty 4806.078963 = -2765366.745298
  nChanged 153
		SP:Iteration 18Q (39414.350000 sec): 3 clusters
  Score: Raw -2770278.982534 + Penalty 4806.078963 = -2765472.903571
  nChanged 113
		SP:Iteration 19Q (39414.660000 sec): 3 clusters
  Score: Raw -2770343.122904 + Penalty 4806.078963 = -2765537.043941
  nChanged 84
		SP:Iteration 20F (39414.960000 sec): 3 clusters
  Score: Raw -2770389.946203 + Penalty 4806.078963 = -2765583.867240
  nChanged 79
		SP:Iteration 21Q (39415.260000 sec): 3 clusters
  Score: Raw -2770434.631908 + Penalty 4806.078963 = -2765628.552945
  nChanged 68
		SP:Iteration 22Q (39415.490000 sec): 3 clusters
  Score: Raw -2770465.403644 + Penalty 4806.078963 = -2765659.324681
  nChanged 46
		SP:Iteration 23Q (39415.750000 sec): 3 clusters
  Score: Raw -2770485.615448 + Penalty 4806.078963 = -2765679.536485
  nChanged 27
		SP:Iteration 24Q (39416.010000 sec): 3 clusters
  Score: Raw -2770497.094844 + Penalty 4806.078963 = -2765691.015881
  nChanged 27
		SP:Iteration 25Q (39416.360000 sec): 3 clusters
  Score: Raw -2770507.933315 + Penalty 4806.078963 = -2765701.854352
  nChanged 31
		SP:Iteration 26Q (39416.620000 sec): 3 clusters
  Score: Raw -2770518.878358 + Penalty 4806.078963 = -2765712.799395
  nChanged 17
		SP:Iteration 27Q (39416.820000 sec): 3 clusters
  Score: Raw -2770525.872928 + Penalty 4806.078963 = -2765719.793965
  nChanged 14
		SP:Iteration 28Q (39417.060000 sec): 3 clusters
  Score: Raw -2770531.089645 + Penalty 4806.078963 = -2765725.010681
  nChanged 16
		SP:Iteration 29Q (39417.320000 sec): 3 clusters
  Score: Raw -2770536.879609 + Penalty 4806.078963 = -2765730.800646
  nChanged 9
		SP:Iteration 30Q (39417.580000 sec): 3 clusters
  Score: Raw -2770539.859264 + Penalty 4806.078963 = -2765733.780301
  nChanged 10
		SP:Iteration 31Q (39417.850000 sec): 3 clusters
  Score: Raw -2770545.859005 + Penalty 4806.078963 = -2765739.780042
  nChanged 9
		SP:Iteration 32Q (39418.110000 sec): 3 clusters
  Score: Raw -2770548.569934 + Penalty 4806.078963 = -2765742.490971
  nChanged 2
		SP:Iteration 33Q (39418.370000 sec): 3 clusters
  Score: Raw -2770549.592314 + Penalty 4806.078963 = -2765743.513351
  nChanged 3
		SP:Iteration 34Q (39418.630000 sec): 3 clusters
  Score: Raw -2770550.861990 + Penalty 4806.078963 = -2765744.783027
  nChanged 1
		SP:Iteration 35Q (39418.940000 sec): 3 clusters
  Score: Raw -2770551.344911 + Penalty 4806.078963 = -2765745.265948
  nChanged 2
		SP:Iteration 36Q (39419.200000 sec): 3 clusters
  Score: Raw -2770551.997496 + Penalty 4806.078963 = -2765745.918533
  nChanged 4
		SP:Iteration 37Q (39419.460000 sec): 3 clusters
  Score: Raw -2770553.270678 + Penalty 4806.078963 = -2765747.191715
  nChanged 4
		SP:Iteration 38Q (39419.720000 sec): 3 clusters
  Score: Raw -2770554.138514 + Penalty 4806.078963 = -2765748.059551
  nChanged 3
		SP:Iteration 39Q (39419.990000 sec): 3 clusters
  Score: Raw -2770555.493490 + Penalty 4806.078963 = -2765749.414527
  nChanged 3
		SP:Iteration 40F (39420.330000 sec): 3 clusters
  Score: Raw -2770556.669206 + Penalty 4806.078963 = -2765750.590243
  nChanged 5
		SP:Iteration 41Q (39420.590000 sec): 3 clusters
  Score: Raw -2770559.908976 + Penalty 4806.078963 = -2765753.830013
  nChanged 3
		SP:Iteration 42Q (39420.900000 sec): 3 clusters
  Score: Raw -2770560.915683 + Penalty 4806.078963 = -2765754.836720
  nChanged 2
		SP:Iteration 43Q (39421.150000 sec): 3 clusters
  Score: Raw -2770561.278741 + Penalty 4806.078963 = -2765755.199778
  nChanged 4
		SP:Iteration 44Q (39421.420000 sec): 3 clusters
  Score: Raw -2770562.676356 + Penalty 4806.078963 = -2765756.597393
  nChanged 1
		SP:Iteration 45Q (39421.680000 sec): 3 clusters
  Score: Raw -2770562.950196 + Penalty 4806.078963 = -2765756.871233
  nChanged 0
		SP:Iteration 46F (39421.980000 sec): 3 clusters
  Score: Raw -2770562.950196 + Penalty 4806.078963 = -2765756.871233
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39422.080000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39422.190000 sec): 3 clusters
  Score: Raw -18926.594953 + Penalty 2686.385799 = -16240.209154
  nChanged 31
		SP:Iteration 1F (39422.200000 sec): 3 clusters
  Score: Raw -19114.324629 + Penalty 2686.385799 = -16427.938830
  nChanged 11
		SP:Iteration 2Q (39422.200000 sec): 3 clusters
  Score: Raw -19170.480418 + Penalty 2686.385799 = -16484.094619
  nChanged 5
		SP:Iteration 3Q (39422.210000 sec): 3 clusters
  Score: Raw -19185.307687 + Penalty 2686.385799 = -16498.921887
  nChanged 2
		SP:Iteration 4Q (39422.220000 sec): 3 clusters
  Score: Raw -19200.592098 + Penalty 2686.385799 = -16514.206299
  nChanged 2
		SP:Iteration 5Q (39422.220000 sec): 3 clusters
  Score: Raw -19212.267487 + Penalty 2686.385799 = -16525.881687
  nChanged 1
		SP:Iteration 6Q (39422.230000 sec): 3 clusters
  Score: Raw -19217.809292 + Penalty 2686.385799 = -16531.423493
  nChanged 0
		SP:Iteration 7F (39422.240000 sec): 3 clusters
  Score: Raw -19217.809292 + Penalty 2686.385799 = -16531.423493
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39422.270000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39422.280000 sec): 3 clusters
  Score: Raw -25074.283902 + Penalty 2575.706598 = -22498.577304
  nChanged 12
		SP:Iteration 1F (39422.280000 sec): 3 clusters
  Score: Raw -25163.409111 + Penalty 2575.706598 = -22587.702513
  nChanged 2
		SP:Iteration 2Q (39422.290000 sec): 3 clusters
  Score: Raw -25172.398112 + Penalty 2575.706598 = -22596.691514
  nChanged 1
		SP:Iteration 3Q (39422.300000 sec): 3 clusters
  Score: Raw -25191.330680 + Penalty 2575.706598 = -22615.624081
  nChanged 1
		SP:Iteration 4Q (39422.300000 sec): 3 clusters
  Score: Raw -25198.487448 + Penalty 2575.706598 = -22622.780849
  nChanged 0
		SP:Iteration 5F (39422.310000 sec): 3 clusters
  Score: Raw -25198.487448 + Penalty 2575.706598 = -22622.780849
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39422.330000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39422.340000 sec): 3 clusters
  Score: Raw -20215.394900 + Penalty 2544.429763 = -17670.965138
  nChanged 16
		SP:Iteration 1F (39422.350000 sec): 3 clusters
  Score: Raw -20317.840562 + Penalty 2544.429763 = -17773.410800
  nChanged 4
		SP:Iteration 2Q (39422.360000 sec): 3 clusters
  Score: Raw -20338.097013 + Penalty 2544.429763 = -17793.667250
  nChanged 2
		SP:Iteration 3Q (39422.360000 sec): 3 clusters
  Score: Raw -20348.207352 + Penalty 2544.429763 = -17803.777589
  nChanged 4
		SP:Iteration 4Q (39422.370000 sec): 3 clusters
  Score: Raw -20378.448282 + Penalty 2544.429763 = -17834.018520
  nChanged 4
		SP:Iteration 5Q (39422.380000 sec): 3 clusters
  Score: Raw -20420.741559 + Penalty 2544.429763 = -17876.311797
  nChanged 2
		SP:Iteration 6Q (39422.380000 sec): 3 clusters
  Score: Raw -20430.891447 + Penalty 2544.429763 = -17886.461684
  nChanged 1
		SP:Iteration 7Q (39422.390000 sec): 3 clusters
  Score: Raw -20439.885427 + Penalty 2544.429763 = -17895.455665
  nChanged 3
		SP:Iteration 8Q (39422.400000 sec): 3 clusters
  Score: Raw -20492.936666 + Penalty 2544.429763 = -17948.506904
  nChanged 1
		SP:Iteration 9Q (39422.410000 sec): 3 clusters
  Score: Raw -20520.845699 + Penalty 2544.429763 = -17976.415936
  nChanged 0
		SP:Iteration 10F (39422.420000 sec): 3 clusters
  Score: Raw -20520.845699 + Penalty 2544.429763 = -17976.415936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39422.450000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39422.470000 sec): 3 clusters
  Score: Raw -72007.057849 + Penalty 2992.410766 = -69014.647083
  nChanged 57
		SP:Iteration 1F (39422.490000 sec): 3 clusters
  Score: Raw -72150.104126 + Penalty 2992.410766 = -69157.693360
  nChanged 19
		SP:Iteration 2Q (39422.510000 sec): 3 clusters
  Score: Raw -72194.772032 + Penalty 2992.410766 = -69202.361266
  nChanged 1
		SP:Iteration 3Q (39422.520000 sec): 3 clusters
  Score: Raw -72196.080415 + Penalty 2992.410766 = -69203.669649
  nChanged 1
		SP:Iteration 4Q (39422.540000 sec): 3 clusters
  Score: Raw -72198.914466 + Penalty 2992.410766 = -69206.503700
  nChanged 1
		SP:Iteration 5Q (39422.550000 sec): 3 clusters
  Score: Raw -72200.657121 + Penalty 2992.410766 = -69208.246355
  nChanged 1
		SP:Iteration 6Q (39422.580000 sec): 3 clusters
  Score: Raw -72202.541205 + Penalty 2992.410766 = -69210.130439
  nChanged 0
		SP:Iteration 7F (39422.590000 sec): 3 clusters
  Score: Raw -72202.541205 + Penalty 2992.410766 = -69210.130439
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39422.860000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39423.080000 sec): 3 clusters
  Score: Raw -3694334.377195 + Penalty 4939.930361 = -3689394.446834
  nChanged 9334
		SP:Iteration 1F (39423.380000 sec): 3 clusters
  Score: Raw -3699362.112863 + Penalty 4939.930361 = -3694422.182502
  nChanged 1133
		SP:Iteration 2F (39423.700000 sec): 3 clusters
  Score: Raw -3699843.192347 + Penalty 4939.930361 = -3694903.261986
  nChanged 1063
		SP:Iteration 3F (39424.020000 sec): 3 clusters
  Score: Raw -3700346.277528 + Penalty 4939.930361 = -3695406.347167
  nChanged 1126
		SP:Iteration 4F (39424.350000 sec): 3 clusters
  Score: Raw -3700952.226241 + Penalty 4939.930361 = -3696012.295880
  nChanged 1228
		SP:Iteration 5F (39424.680000 sec): 3 clusters
  Score: Raw -3701673.807008 + Penalty 4939.930361 = -3696733.876646
  nChanged 1249
		SP:Iteration 6F (39425.000000 sec): 3 clusters
  Score: Raw -3702362.557828 + Penalty 4939.930361 = -3697422.627467
  nChanged 1219
		SP:Iteration 7F (39425.340000 sec): 3 clusters
  Score: Raw -3703044.009163 + Penalty 4939.930361 = -3698104.078802
  nChanged 1109
		SP:Iteration 8F (39425.670000 sec): 3 clusters
  Score: Raw -3703629.222464 + Penalty 4939.930361 = -3698689.292102
  nChanged 941
		SP:Iteration 9Q (39425.980000 sec): 3 clusters
  Score: Raw -3704138.960877 + Penalty 4939.930361 = -3699199.030516
  nChanged 870
		SP:Iteration 10Q (39426.340000 sec): 3 clusters
  Score: Raw -3704642.313361 + Penalty 4939.930361 = -3699702.382999
  nChanged 768
		SP:Iteration 11Q (39426.670000 sec): 3 clusters
  Score: Raw -3705080.820636 + Penalty 4939.930361 = -3700140.890274
  nChanged 628
		SP:Iteration 12Q (39427.000000 sec): 3 clusters
  Score: Raw -3705452.546404 + Penalty 4939.930361 = -3700512.616043
  nChanged 529
		SP:Iteration 13Q (39427.340000 sec): 3 clusters
  Score: Raw -3705771.661264 + Penalty 4939.930361 = -3700831.730903
  nChanged 439
		SP:Iteration 14Q (39427.640000 sec): 3 clusters
  Score: Raw -3706037.454163 + Penalty 4939.930361 = -3701097.523802
  nChanged 382
		SP:Iteration 15Q (39427.910000 sec): 3 clusters
  Score: Raw -3706274.170202 + Penalty 4939.930361 = -3701334.239841
  nChanged 325
		SP:Iteration 16Q (39428.210000 sec): 3 clusters
  Score: Raw -3706491.141056 + Penalty 4939.930361 = -3701551.210695
  nChanged 253
		SP:Iteration 17Q (39428.560000 sec): 3 clusters
  Score: Raw -3706676.022942 + Penalty 4939.930361 = -3701736.092581
  nChanged 195
		SP:Iteration 18Q (39428.880000 sec): 3 clusters
  Score: Raw -3706856.188892 + Penalty 4939.930361 = -3701916.258531
  nChanged 172
		SP:Iteration 19Q (39429.210000 sec): 3 clusters
  Score: Raw -3707141.992194 + Penalty 4939.930361 = -3702202.061833
  nChanged 119
		SP:Iteration 20F (39429.580000 sec): 3 clusters
  Score: Raw -3707399.321043 + Penalty 4939.930361 = -3702459.390682
  nChanged 69
		SP:Iteration 21Q (39429.910000 sec): 3 clusters
  Score: Raw -3707443.984856 + Penalty 4939.930361 = -3702504.054495
  nChanged 57
		SP:Iteration 22Q (39430.230000 sec): 3 clusters
  Score: Raw -3707476.642026 + Penalty 4939.930361 = -3702536.711665
  nChanged 42
		SP:Iteration 23Q (39430.560000 sec): 3 clusters
  Score: Raw -3707495.190146 + Penalty 4939.930361 = -3702555.259785
  nChanged 24
		SP:Iteration 24Q (39430.880000 sec): 3 clusters
  Score: Raw -3707505.550479 + Penalty 4939.930361 = -3702565.620118
  nChanged 20
		SP:Iteration 25Q (39431.210000 sec): 3 clusters
  Score: Raw -3707515.738913 + Penalty 4939.930361 = -3702575.808552
  nChanged 16
		SP:Iteration 26Q (39431.530000 sec): 3 clusters
  Score: Raw -3707522.322688 + Penalty 4939.930361 = -3702582.392327
  nChanged 27
		SP:Iteration 27Q (39431.860000 sec): 3 clusters
  Score: Raw -3707531.932303 + Penalty 4939.930361 = -3702592.001942
  nChanged 21
		SP:Iteration 28Q (39432.120000 sec): 3 clusters
  Score: Raw -3707539.436106 + Penalty 4939.930361 = -3702599.505745
  nChanged 20
		SP:Iteration 29Q (39432.440000 sec): 3 clusters
  Score: Raw -3707549.398756 + Penalty 4939.930361 = -3702609.468395
  nChanged 18
		SP:Iteration 30Q (39432.780000 sec): 3 clusters
  Score: Raw -3707554.884684 + Penalty 4939.930361 = -3702614.954323
  nChanged 11
		SP:Iteration 31Q (39433.090000 sec): 3 clusters
  Score: Raw -3707558.501396 + Penalty 4939.930361 = -3702618.571035
  nChanged 8
		SP:Iteration 32Q (39433.410000 sec): 3 clusters
  Score: Raw -3707561.282659 + Penalty 4939.930361 = -3702621.352298
  nChanged 10
		SP:Iteration 33Q (39433.710000 sec): 3 clusters
  Score: Raw -3707565.201269 + Penalty 4939.930361 = -3702625.270908
  nChanged 6
		SP:Iteration 34Q (39434.000000 sec): 3 clusters
  Score: Raw -3707567.373143 + Penalty 4939.930361 = -3702627.442781
  nChanged 8
		SP:Iteration 35Q (39434.290000 sec): 3 clusters
  Score: Raw -3707569.757005 + Penalty 4939.930361 = -3702629.826644
  nChanged 3
		SP:Iteration 36Q (39434.660000 sec): 3 clusters
  Score: Raw -3707571.064508 + Penalty 4939.930361 = -3702631.134147
  nChanged 6
		SP:Iteration 37Q (39434.920000 sec): 3 clusters
  Score: Raw -3707572.666945 + Penalty 4939.930361 = -3702632.736583
  nChanged 4
		SP:Iteration 38Q (39435.170000 sec): 3 clusters
  Score: Raw -3707574.131394 + Penalty 4939.930361 = -3702634.201033
  nChanged 6
		SP:Iteration 39Q (39435.490000 sec): 3 clusters
  Score: Raw -3707576.192654 + Penalty 4939.930361 = -3702636.262293
  nChanged 6
		SP:Iteration 40F (39435.820000 sec): 3 clusters
  Score: Raw -3707578.297408 + Penalty 4939.930361 = -3702638.367047
  nChanged 5
		SP:Iteration 41Q (39436.110000 sec): 3 clusters
  Score: Raw -3707580.419214 + Penalty 4939.930361 = -3702640.488852
  nChanged 4
		SP:Iteration 42Q (39436.440000 sec): 3 clusters
  Score: Raw -3707581.536667 + Penalty 4939.930361 = -3702641.606306
  nChanged 1
		SP:Iteration 43Q (39436.720000 sec): 3 clusters
  Score: Raw -3707581.818908 + Penalty 4939.930361 = -3702641.888546
  nChanged 1
		SP:Iteration 44Q (39436.960000 sec): 3 clusters
  Score: Raw -3707581.995323 + Penalty 4939.930361 = -3702642.064962
  nChanged 1
		SP:Iteration 45Q (39437.250000 sec): 3 clusters
  Score: Raw -3707582.442490 + Penalty 4939.930361 = -3702642.512128
  nChanged 0
		SP:Iteration 46F (39437.640000 sec): 3 clusters
  Score: Raw -3707582.442490 + Penalty 4939.930361 = -3702642.512128
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39437.730000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39437.900000 sec): 3 clusters
  Score: Raw -40707.609678 + Penalty 2773.129542 = -37934.480136
  nChanged 39
		SP:Iteration 1F (39438.080000 sec): 3 clusters
  Score: Raw -40882.187761 + Penalty 2773.129542 = -38109.058218
  nChanged 10
		SP:Iteration 2Q (39438.260000 sec): 3 clusters
  Score: Raw -40934.627953 + Penalty 2773.129542 = -38161.498410
  nChanged 3
		SP:Iteration 3Q (39438.430000 sec): 3 clusters
  Score: Raw -40944.667305 + Penalty 2773.129542 = -38171.537763
  nChanged 2
		SP:Iteration 4Q (39438.610000 sec): 3 clusters
  Score: Raw -40968.140612 + Penalty 2773.129542 = -38195.011070
  nChanged 2
		SP:Iteration 5Q (39438.780000 sec): 3 clusters
  Score: Raw -40976.342359 + Penalty 2773.129542 = -38203.212816
  nChanged 0
		SP:Iteration 6F (39438.790000 sec): 3 clusters
  Score: Raw -40976.342359 + Penalty 2773.129542 = -38203.212816
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39438.830000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39438.850000 sec): 3 clusters
  Score: Raw -110503.787665 + Penalty 3200.216281 = -107303.571383
  nChanged 137
		SP:Iteration 1F (39438.880000 sec): 3 clusters
  Score: Raw -110735.440047 + Penalty 3200.216281 = -107535.223766
  nChanged 37
		SP:Iteration 2F (39438.900000 sec): 3 clusters
  Score: Raw -110829.705487 + Penalty 3200.216281 = -107629.489206
  nChanged 19
		SP:Iteration 3Q (39438.920000 sec): 3 clusters
  Score: Raw -110866.450392 + Penalty 3200.216281 = -107666.234111
  nChanged 11
		SP:Iteration 4Q (39438.950000 sec): 3 clusters
  Score: Raw -110885.118933 + Penalty 3200.216281 = -107684.902651
  nChanged 8
		SP:Iteration 5Q (39438.970000 sec): 3 clusters
  Score: Raw -110896.575186 + Penalty 3200.216281 = -107696.358904
  nChanged 4
		SP:Iteration 6Q (39439.000000 sec): 3 clusters
  Score: Raw -110901.317905 + Penalty 3200.216281 = -107701.101624
  nChanged 1
		SP:Iteration 7Q (39439.020000 sec): 3 clusters
  Score: Raw -110903.082499 + Penalty 3200.216281 = -107702.866217
  nChanged 3
		SP:Iteration 8Q (39439.040000 sec): 3 clusters
  Score: Raw -110905.801365 + Penalty 3200.216281 = -107705.585084
  nChanged 0
		SP:Iteration 9F (39439.070000 sec): 3 clusters
  Score: Raw -110905.801365 + Penalty 3200.216281 = -107705.585084
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39439.090000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39439.100000 sec): 3 clusters
  Score: Raw -30087.128102 + Penalty 2642.626580 = -27444.501522
  nChanged 21
		SP:Iteration 1F (39439.110000 sec): 3 clusters
  Score: Raw -30203.054563 + Penalty 2642.626580 = -27560.427983
  nChanged 8
		SP:Iteration 2Q (39439.110000 sec): 3 clusters
  Score: Raw -30254.696914 + Penalty 2642.626580 = -27612.070334
  nChanged 0
		SP:Iteration 3F (39439.120000 sec): 3 clusters
  Score: Raw -30254.696914 + Penalty 2642.626580 = -27612.070334
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39439.150000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39439.180000 sec): 3 clusters
  Score: Raw -108808.988002 + Penalty 3222.400395 = -105586.587607
  nChanged 144
		SP:Iteration 1F (39439.200000 sec): 3 clusters
  Score: Raw -109041.969277 + Penalty 3222.400395 = -105819.568882
  nChanged 28
		SP:Iteration 2Q (39439.220000 sec): 3 clusters
  Score: Raw -109108.526741 + Penalty 3222.400395 = -105886.126345
  nChanged 18
		SP:Iteration 3Q (39439.250000 sec): 3 clusters
  Score: Raw -109146.541724 + Penalty 3222.400395 = -105924.141329
  nChanged 12
		SP:Iteration 4Q (39439.270000 sec): 3 clusters
  Score: Raw -109184.406451 + Penalty 3222.400395 = -105962.006056
  nChanged 16
		SP:Iteration 5Q (39439.300000 sec): 3 clusters
  Score: Raw -109226.205872 + Penalty 3222.400395 = -106003.805477
  nChanged 13
		SP:Iteration 6Q (39439.320000 sec): 3 clusters
  Score: Raw -109265.527284 + Penalty 3222.400395 = -106043.126889
  nChanged 14
		SP:Iteration 7Q (39439.340000 sec): 3 clusters
  Score: Raw -109297.852485 + Penalty 3222.400395 = -106075.452090
  nChanged 11
		SP:Iteration 8Q (39439.370000 sec): 3 clusters
  Score: Raw -109331.975639 + Penalty 3222.400395 = -106109.575244
  nChanged 23
		SP:Iteration 9Q (39439.390000 sec): 3 clusters
  Score: Raw -109390.868213 + Penalty 3222.400395 = -106168.467818
  nChanged 19
		SP:Iteration 10Q (39439.410000 sec): 3 clusters
  Score: Raw -109429.876920 + Penalty 3222.400395 = -106207.476525
  nChanged 21
		SP:Iteration 11Q (39439.440000 sec): 3 clusters
  Score: Raw -109462.534369 + Penalty 3222.400395 = -106240.133974
  nChanged 13
		SP:Iteration 12Q (39439.460000 sec): 3 clusters
  Score: Raw -109495.617641 + Penalty 3222.400395 = -106273.217246
  nChanged 20
		SP:Iteration 13Q (39439.480000 sec): 3 clusters
  Score: Raw -109591.380947 + Penalty 3222.400395 = -106368.980552
  nChanged 23
		SP:Iteration 14Q (39439.510000 sec): 3 clusters
  Score: Raw -109706.200112 + Penalty 3222.400395 = -106483.799717
  nChanged 23
		SP:Iteration 15Q (39439.530000 sec): 3 clusters
  Score: Raw -109791.824618 + Penalty 3222.400395 = -106569.424223
  nChanged 13
		SP:Iteration 16Q (39439.560000 sec): 3 clusters
  Score: Raw -109843.786988 + Penalty 3222.400395 = -106621.386592
  nChanged 6
		SP:Iteration 17Q (39439.580000 sec): 3 clusters
  Score: Raw -109874.192707 + Penalty 3222.400395 = -106651.792312
  nChanged 4
		SP:Iteration 18Q (39439.600000 sec): 3 clusters
  Score: Raw -109885.564447 + Penalty 3222.400395 = -106663.164052
  nChanged 1
		SP:Iteration 19Q (39439.630000 sec): 3 clusters
  Score: Raw -109891.877269 + Penalty 3222.400395 = -106669.476874
  nChanged 5
		SP:Iteration 20F (39439.650000 sec): 3 clusters
  Score: Raw -109906.717481 + Penalty 3222.400395 = -106684.317086
  nChanged 3
		SP:Iteration 21Q (39439.680000 sec): 3 clusters
  Score: Raw -109916.142388 + Penalty 3222.400395 = -106693.741993
  nChanged 3
		SP:Iteration 22Q (39439.700000 sec): 3 clusters
  Score: Raw -109925.315869 + Penalty 3222.400395 = -106702.915474
  nChanged 0
		SP:Iteration 23F (39439.720000 sec): 3 clusters
  Score: Raw -109925.315869 + Penalty 3222.400395 = -106702.915474
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39439.760000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39439.870000 sec): 3 clusters
  Score: Raw -162655.611051 + Penalty 3409.602454 = -159246.008598
  nChanged 248
		SP:Iteration 1F (39439.890000 sec): 3 clusters
  Score: Raw -162951.202897 + Penalty 3409.602454 = -159541.600443
  nChanged 60
		SP:Iteration 2F (39439.920000 sec): 3 clusters
  Score: Raw -163034.438693 + Penalty 3409.602454 = -159624.836239
  nChanged 25
		SP:Iteration 3Q (39439.960000 sec): 3 clusters
  Score: Raw -163076.922867 + Penalty 3409.602454 = -159667.320413
  nChanged 21
		SP:Iteration 4Q (39439.990000 sec): 3 clusters
  Score: Raw -163106.181184 + Penalty 3409.602454 = -159696.578730
  nChanged 12
		SP:Iteration 5Q (39440.020000 sec): 3 clusters
  Score: Raw -163121.224052 + Penalty 3409.602454 = -159711.621598
  nChanged 11
		SP:Iteration 6Q (39440.050000 sec): 3 clusters
  Score: Raw -163135.007919 + Penalty 3409.602454 = -159725.405466
  nChanged 12
		SP:Iteration 7Q (39440.080000 sec): 3 clusters
  Score: Raw -163147.764493 + Penalty 3409.602454 = -159738.162039
  nChanged 8
		SP:Iteration 8Q (39440.120000 sec): 3 clusters
  Score: Raw -163156.106598 + Penalty 3409.602454 = -159746.504144
  nChanged 6
		SP:Iteration 9Q (39440.140000 sec): 3 clusters
  Score: Raw -163165.071212 + Penalty 3409.602454 = -159755.468758
  nChanged 5
		SP:Iteration 10Q (39440.180000 sec): 3 clusters
  Score: Raw -163171.065957 + Penalty 3409.602454 = -159761.463503
  nChanged 3
		SP:Iteration 11Q (39440.210000 sec): 3 clusters
  Score: Raw -163175.280702 + Penalty 3409.602454 = -159765.678248
  nChanged 2
		SP:Iteration 12Q (39440.240000 sec): 3 clusters
  Score: Raw -163176.539834 + Penalty 3409.602454 = -159766.937380
  nChanged 1
		SP:Iteration 13Q (39440.270000 sec): 3 clusters
  Score: Raw -163176.957327 + Penalty 3409.602454 = -159767.354873
  nChanged 0
		SP:Iteration 14F (39440.300000 sec): 3 clusters
  Score: Raw -163176.957327 + Penalty 3409.602454 = -159767.354873
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39440.330000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39440.360000 sec): 3 clusters
  Score: Raw -76327.529587 + Penalty 3063.230166 = -73264.299421
  nChanged 81
		SP:Iteration 1F (39440.380000 sec): 3 clusters
  Score: Raw -76517.118324 + Penalty 3063.230166 = -73453.888158
  nChanged 28
		SP:Iteration 2F (39440.400000 sec): 3 clusters
  Score: Raw -76574.188212 + Penalty 3063.230166 = -73510.958046
  nChanged 13
		SP:Iteration 3Q (39440.420000 sec): 3 clusters
  Score: Raw -76611.860318 + Penalty 3063.230166 = -73548.630152
  nChanged 10
		SP:Iteration 4Q (39440.450000 sec): 3 clusters
  Score: Raw -76638.374731 + Penalty 3063.230166 = -73575.144565
  nChanged 4
		SP:Iteration 5Q (39440.470000 sec): 3 clusters
  Score: Raw -76646.411098 + Penalty 3063.230166 = -73583.180932
  nChanged 0
		SP:Iteration 6F (39440.500000 sec): 3 clusters
  Score: Raw -76646.411098 + Penalty 3063.230166 = -73583.180932
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39440.520000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39440.530000 sec): 3 clusters
  Score: Raw -38370.700288 + Penalty 2736.656637 = -35634.043651
  nChanged 31
		SP:Iteration 1F (39440.540000 sec): 3 clusters
  Score: Raw -38528.413058 + Penalty 2736.656637 = -35791.756422
  nChanged 6
		SP:Iteration 2Q (39440.540000 sec): 3 clusters
  Score: Raw -38564.266904 + Penalty 2736.656637 = -35827.610268
  nChanged 3
		SP:Iteration 3Q (39440.550000 sec): 3 clusters
  Score: Raw -38609.669805 + Penalty 2736.656637 = -35873.013168
  nChanged 2
		SP:Iteration 4Q (39440.560000 sec): 3 clusters
  Score: Raw -38617.279888 + Penalty 2736.656637 = -35880.623252
  nChanged 1
		SP:Iteration 5Q (39440.570000 sec): 3 clusters
  Score: Raw -38619.682840 + Penalty 2736.656637 = -35883.026203
  nChanged 1
		SP:Iteration 6Q (39440.580000 sec): 3 clusters
  Score: Raw -38624.816516 + Penalty 2736.656637 = -35888.159879
  nChanged 1
		SP:Iteration 7Q (39440.580000 sec): 3 clusters
  Score: Raw -38629.169783 + Penalty 2736.656637 = -35892.513147
  nChanged 0
		SP:Iteration 8F (39440.590000 sec): 3 clusters
  Score: Raw -38629.169783 + Penalty 2736.656637 = -35892.513147
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39440.610000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39440.620000 sec): 3 clusters
  Score: Raw -39875.150858 + Penalty 2769.414169 = -37105.736689
  nChanged 26
		SP:Iteration 1F (39440.630000 sec): 3 clusters
  Score: Raw -39980.016212 + Penalty 2769.414169 = -37210.602043
  nChanged 7
		SP:Iteration 2Q (39440.640000 sec): 3 clusters
  Score: Raw -40001.427080 + Penalty 2769.414169 = -37232.012911
  nChanged 1
		SP:Iteration 3Q (39440.640000 sec): 3 clusters
  Score: Raw -40002.737753 + Penalty 2769.414169 = -37233.323584
  nChanged 2
		SP:Iteration 4Q (39440.650000 sec): 3 clusters
  Score: Raw -40010.638108 + Penalty 2769.414169 = -37241.223939
  nChanged 2
		SP:Iteration 5Q (39440.660000 sec): 3 clusters
  Score: Raw -40018.723227 + Penalty 2769.414169 = -37249.309058
  nChanged 0
		SP:Iteration 6F (39440.670000 sec): 3 clusters
  Score: Raw -40018.723227 + Penalty 2769.414169 = -37249.309058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39440.780000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39440.960000 sec): 3 clusters
  Score: Raw -404322.428453 + Penalty 3868.880883 = -400453.547570
  nChanged 822
		SP:Iteration 1F (39441.140000 sec): 3 clusters
  Score: Raw -404895.959584 + Penalty 3868.880883 = -401027.078701
  nChanged 190
		SP:Iteration 2F (39441.310000 sec): 3 clusters
  Score: Raw -405062.193369 + Penalty 3868.880883 = -401193.312487
  nChanged 138
		SP:Iteration 3F (39441.490000 sec): 3 clusters
  Score: Raw -405181.438480 + Penalty 3868.880883 = -401312.557597
  nChanged 109
		SP:Iteration 4Q (39441.660000 sec): 3 clusters
  Score: Raw -405295.770840 + Penalty 3868.880883 = -401426.889957
  nChanged 79
		SP:Iteration 5Q (39441.840000 sec): 3 clusters
  Score: Raw -405384.782432 + Penalty 3868.880883 = -401515.901549
  nChanged 69
		SP:Iteration 6Q (39442.020000 sec): 3 clusters
  Score: Raw -405448.836587 + Penalty 3868.880883 = -401579.955704
  nChanged 77
		SP:Iteration 7Q (39442.190000 sec): 3 clusters
  Score: Raw -405514.083937 + Penalty 3868.880883 = -401645.203054
  nChanged 67
		SP:Iteration 8Q (39442.370000 sec): 3 clusters
  Score: Raw -405586.969526 + Penalty 3868.880883 = -401718.088643
  nChanged 67
		SP:Iteration 9Q (39442.550000 sec): 3 clusters
  Score: Raw -405668.515312 + Penalty 3868.880883 = -401799.634429
  nChanged 66
		SP:Iteration 10Q (39442.720000 sec): 3 clusters
  Score: Raw -405743.329070 + Penalty 3868.880883 = -401874.448187
  nChanged 64
		SP:Iteration 11Q (39442.890000 sec): 3 clusters
  Score: Raw -405800.251001 + Penalty 3868.880883 = -401931.370118
  nChanged 54
		SP:Iteration 12Q (39443.070000 sec): 3 clusters
  Score: Raw -405852.705184 + Penalty 3868.880883 = -401983.824301
  nChanged 52
		SP:Iteration 13Q (39443.230000 sec): 3 clusters
  Score: Raw -405899.417246 + Penalty 3868.880883 = -402030.536363
  nChanged 41
		SP:Iteration 14Q (39443.420000 sec): 3 clusters
  Score: Raw -405938.433700 + Penalty 3868.880883 = -402069.552817
  nChanged 33
		SP:Iteration 15Q (39443.600000 sec): 3 clusters
  Score: Raw -405968.567958 + Penalty 3868.880883 = -402099.687075
  nChanged 23
		SP:Iteration 16Q (39443.770000 sec): 3 clusters
  Score: Raw -405988.503945 + Penalty 3868.880883 = -402119.623062
  nChanged 18
		SP:Iteration 17Q (39443.950000 sec): 3 clusters
  Score: Raw -406002.277405 + Penalty 3868.880883 = -402133.396522
  nChanged 21
		SP:Iteration 18Q (39444.130000 sec): 3 clusters
  Score: Raw -406021.354897 + Penalty 3868.880883 = -402152.474014
  nChanged 19
		SP:Iteration 19Q (39444.300000 sec): 3 clusters
  Score: Raw -406034.839512 + Penalty 3868.880883 = -402165.958629
  nChanged 10
		SP:Iteration 20F (39444.480000 sec): 3 clusters
  Score: Raw -406047.616503 + Penalty 3868.880883 = -402178.735620
  nChanged 6
		SP:Iteration 21Q (39444.650000 sec): 3 clusters
  Score: Raw -406053.001417 + Penalty 3868.880883 = -402184.120534
  nChanged 6
		SP:Iteration 22Q (39444.830000 sec): 3 clusters
  Score: Raw -406057.426823 + Penalty 3868.880883 = -402188.545940
  nChanged 9
		SP:Iteration 23Q (39445.010000 sec): 3 clusters
  Score: Raw -406064.173487 + Penalty 3868.880883 = -402195.292604
  nChanged 5
		SP:Iteration 24Q (39445.180000 sec): 3 clusters
  Score: Raw -406067.695337 + Penalty 3868.880883 = -402198.814454
  nChanged 5
		SP:Iteration 25Q (39445.360000 sec): 3 clusters
  Score: Raw -406070.654173 + Penalty 3868.880883 = -402201.773290
  nChanged 6
		SP:Iteration 26Q (39445.530000 sec): 3 clusters
  Score: Raw -406075.373658 + Penalty 3868.880883 = -402206.492775
  nChanged 6
		SP:Iteration 27Q (39445.710000 sec): 3 clusters
  Score: Raw -406079.874228 + Penalty 3868.880883 = -402210.993345
  nChanged 5
		SP:Iteration 28Q (39445.880000 sec): 3 clusters
  Score: Raw -406083.653024 + Penalty 3868.880883 = -402214.772141
  nChanged 3
		SP:Iteration 29Q (39446.060000 sec): 3 clusters
  Score: Raw -406085.168585 + Penalty 3868.880883 = -402216.287702
  nChanged 1
		SP:Iteration 30Q (39446.230000 sec): 3 clusters
  Score: Raw -406085.510496 + Penalty 3868.880883 = -402216.629613
  nChanged 1
		SP:Iteration 31Q (39446.410000 sec): 3 clusters
  Score: Raw -406085.681958 + Penalty 3868.880883 = -402216.801075
  nChanged 0
		SP:Iteration 32F (39446.590000 sec): 3 clusters
  Score: Raw -406085.681958 + Penalty 3868.880883 = -402216.801075
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39446.670000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39446.850000 sec): 3 clusters
  Score: Raw -77889.830582 + Penalty 3054.911313 = -74834.919269
  nChanged 65
		SP:Iteration 1F (39447.030000 sec): 3 clusters
  Score: Raw -78033.284894 + Penalty 3054.911313 = -74978.373581
  nChanged 16
		SP:Iteration 2Q (39447.200000 sec): 3 clusters
  Score: Raw -78067.329490 + Penalty 3054.911313 = -75012.418177
  nChanged 5
		SP:Iteration 3Q (39447.380000 sec): 3 clusters
  Score: Raw -78080.395235 + Penalty 3054.911313 = -75025.483922
  nChanged 7
		SP:Iteration 4Q (39447.550000 sec): 3 clusters
  Score: Raw -78089.851118 + Penalty 3054.911313 = -75034.939805
  nChanged 1
		SP:Iteration 5Q (39447.730000 sec): 3 clusters
  Score: Raw -78095.757104 + Penalty 3054.911313 = -75040.845791
  nChanged 1
		SP:Iteration 6Q (39447.910000 sec): 3 clusters
  Score: Raw -78097.949410 + Penalty 3054.911313 = -75043.038098
  nChanged 0
		SP:Iteration 7F (39448.070000 sec): 3 clusters
  Score: Raw -78097.949410 + Penalty 3054.911313 = -75043.038098
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39448.160000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39448.340000 sec): 3 clusters
  Score: Raw -649263.545104 + Penalty 4072.626108 = -645190.918996
  nChanged 1346
		SP:Iteration 1F (39448.510000 sec): 3 clusters
  Score: Raw -650062.739903 + Penalty 4072.626108 = -645990.113795
  nChanged 287
		SP:Iteration 2F (39448.670000 sec): 3 clusters
  Score: Raw -650260.443202 + Penalty 4072.626108 = -646187.817094
  nChanged 197
		SP:Iteration 3F (39448.860000 sec): 3 clusters
  Score: Raw -650395.568007 + Penalty 4072.626108 = -646322.941899
  nChanged 141
		SP:Iteration 4Q (39449.040000 sec): 3 clusters
  Score: Raw -650498.618881 + Penalty 4072.626108 = -646425.992774
  nChanged 132
		SP:Iteration 5Q (39449.210000 sec): 3 clusters
  Score: Raw -650581.158923 + Penalty 4072.626108 = -646508.532815
  nChanged 96
		SP:Iteration 6Q (39449.390000 sec): 3 clusters
  Score: Raw -650643.451216 + Penalty 4072.626108 = -646570.825108
  nChanged 101
		SP:Iteration 7Q (39449.570000 sec): 3 clusters
  Score: Raw -650704.724044 + Penalty 4072.626108 = -646632.097936
  nChanged 85
		SP:Iteration 8Q (39449.740000 sec): 3 clusters
  Score: Raw -650764.480831 + Penalty 4072.626108 = -646691.854724
  nChanged 96
		SP:Iteration 9Q (39449.920000 sec): 3 clusters
  Score: Raw -650826.854937 + Penalty 4072.626108 = -646754.228829
  nChanged 75
		SP:Iteration 10Q (39450.090000 sec): 3 clusters
  Score: Raw -650863.020799 + Penalty 4072.626108 = -646790.394691
  nChanged 65
		SP:Iteration 11Q (39450.270000 sec): 3 clusters
  Score: Raw -650891.493830 + Penalty 4072.626108 = -646818.867722
  nChanged 52
		SP:Iteration 12Q (39450.440000 sec): 3 clusters
  Score: Raw -650922.218423 + Penalty 4072.626108 = -646849.592315
  nChanged 67
		SP:Iteration 13Q (39450.620000 sec): 3 clusters
  Score: Raw -650969.272763 + Penalty 4072.626108 = -646896.646655
  nChanged 80
		SP:Iteration 14Q (39450.800000 sec): 3 clusters
  Score: Raw -651023.447254 + Penalty 4072.626108 = -646950.821147
  nChanged 90
		SP:Iteration 15Q (39450.970000 sec): 3 clusters
  Score: Raw -651080.674195 + Penalty 4072.626108 = -647008.048088
  nChanged 83
		SP:Iteration 16Q (39451.130000 sec): 3 clusters
  Score: Raw -651131.435127 + Penalty 4072.626108 = -647058.809019
  nChanged 75
		SP:Iteration 17Q (39451.290000 sec): 3 clusters
  Score: Raw -651182.396036 + Penalty 4072.626108 = -647109.769928
  nChanged 76
		SP:Iteration 18Q (39451.470000 sec): 3 clusters
  Score: Raw -651240.566460 + Penalty 4072.626108 = -647167.940352
  nChanged 86
		SP:Iteration 19Q (39451.640000 sec): 3 clusters
  Score: Raw -651313.751077 + Penalty 4072.626108 = -647241.124970
  nChanged 79
		SP:Iteration 20F (39451.820000 sec): 3 clusters
  Score: Raw -651375.877020 + Penalty 4072.626108 = -647303.250912
  nChanged 56
		SP:Iteration 21Q (39451.990000 sec): 3 clusters
  Score: Raw -651423.767532 + Penalty 4072.626108 = -647351.141424
  nChanged 57
		SP:Iteration 22Q (39452.170000 sec): 3 clusters
  Score: Raw -651469.694144 + Penalty 4072.626108 = -647397.068036
  nChanged 56
		SP:Iteration 23Q (39452.340000 sec): 3 clusters
  Score: Raw -651515.489186 + Penalty 4072.626108 = -647442.863079
  nChanged 44
		SP:Iteration 24Q (39452.520000 sec): 3 clusters
  Score: Raw -651549.087598 + Penalty 4072.626108 = -647476.461490
  nChanged 32
		SP:Iteration 25Q (39452.690000 sec): 3 clusters
  Score: Raw -651572.457912 + Penalty 4072.626108 = -647499.831804
  nChanged 24
		SP:Iteration 26Q (39452.870000 sec): 3 clusters
  Score: Raw -651586.308738 + Penalty 4072.626108 = -647513.682630
  nChanged 11
		SP:Iteration 27Q (39453.040000 sec): 3 clusters
  Score: Raw -651590.772322 + Penalty 4072.626108 = -647518.146214
  nChanged 7
		SP:Iteration 28Q (39453.220000 sec): 3 clusters
  Score: Raw -651595.787023 + Penalty 4072.626108 = -647523.160916
  nChanged 6
		SP:Iteration 29Q (39453.390000 sec): 3 clusters
  Score: Raw -651599.168059 + Penalty 4072.626108 = -647526.541951
  nChanged 4
		SP:Iteration 30Q (39453.570000 sec): 3 clusters
  Score: Raw -651601.965119 + Penalty 4072.626108 = -647529.339011
  nChanged 7
		SP:Iteration 31Q (39453.740000 sec): 3 clusters
  Score: Raw -651605.194714 + Penalty 4072.626108 = -647532.568606
  nChanged 5
		SP:Iteration 32Q (39453.920000 sec): 3 clusters
  Score: Raw -651606.417297 + Penalty 4072.626108 = -647533.791190
  nChanged 3
		SP:Iteration 33Q (39454.090000 sec): 3 clusters
  Score: Raw -651607.231397 + Penalty 4072.626108 = -647534.605289
  nChanged 0
		SP:Iteration 34F (39454.270000 sec): 3 clusters
  Score: Raw -651607.231397 + Penalty 4072.626108 = -647534.605289
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39454.350000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39454.530000 sec): 3 clusters
  Score: Raw -191466.165964 + Penalty 3494.272938 = -187971.893026
  nChanged 308
		SP:Iteration 1F (39454.700000 sec): 3 clusters
  Score: Raw -191753.074631 + Penalty 3494.272938 = -188258.801693
  nChanged 73
		SP:Iteration 2F (39454.880000 sec): 3 clusters
  Score: Raw -191834.306279 + Penalty 3494.272938 = -188340.033341
  nChanged 49
		SP:Iteration 3Q (39455.060000 sec): 3 clusters
  Score: Raw -191898.786127 + Penalty 3494.272938 = -188404.513189
  nChanged 32
		SP:Iteration 4Q (39455.230000 sec): 3 clusters
  Score: Raw -191930.864455 + Penalty 3494.272938 = -188436.591517
  nChanged 14
		SP:Iteration 5Q (39455.410000 sec): 3 clusters
  Score: Raw -191942.295956 + Penalty 3494.272938 = -188448.023018
  nChanged 4
		SP:Iteration 6Q (39455.580000 sec): 3 clusters
  Score: Raw -191946.760773 + Penalty 3494.272938 = -188452.487835
  nChanged 2
		SP:Iteration 7Q (39455.760000 sec): 3 clusters
  Score: Raw -191949.074363 + Penalty 3494.272938 = -188454.801425
  nChanged 0
		SP:Iteration 8F (39455.940000 sec): 3 clusters
  Score: Raw -191949.074363 + Penalty 3494.272938 = -188454.801425
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39456.020000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39456.200000 sec): 3 clusters
  Score: Raw -20998.607024 + Penalty 2458.090221 = -18540.516803
  nChanged 12
		SP:Iteration 1F (39456.380000 sec): 3 clusters
  Score: Raw -21100.590711 + Penalty 2458.090221 = -18642.500490
  nChanged 4
		SP:Iteration 2Q (39456.550000 sec): 3 clusters
  Score: Raw -21127.344958 + Penalty 2458.090221 = -18669.254738
  nChanged 3
		SP:Iteration 3Q (39456.730000 sec): 3 clusters
  Score: Raw -21153.620169 + Penalty 2458.090221 = -18695.529948
  nChanged 1
		SP:Iteration 4Q (39456.900000 sec): 3 clusters
  Score: Raw -21160.752355 + Penalty 2458.090221 = -18702.662135
  nChanged 0
		SP:Iteration 5F (39457.080000 sec): 3 clusters
  Score: Raw -21160.752355 + Penalty 2458.090221 = -18702.662135
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39457.170000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39457.340000 sec): 3 clusters
  Score: Raw -52783.472665 + Penalty 2857.977486 = -49925.495179
  nChanged 33
		SP:Iteration 1F (39457.520000 sec): 3 clusters
  Score: Raw -52921.688095 + Penalty 2857.977486 = -50063.710610
  nChanged 10
		SP:Iteration 2Q (39457.690000 sec): 3 clusters
  Score: Raw -52960.720342 + Penalty 2857.977486 = -50102.742856
  nChanged 2
		SP:Iteration 3Q (39457.870000 sec): 3 clusters
  Score: Raw -52966.001899 + Penalty 2857.977486 = -50108.024413
  nChanged 2
		SP:Iteration 4Q (39458.040000 sec): 3 clusters
  Score: Raw -52969.476668 + Penalty 2857.977486 = -50111.499183
  nChanged 1
		SP:Iteration 5Q (39458.220000 sec): 3 clusters
  Score: Raw -52973.816176 + Penalty 2857.977486 = -50115.838690
  nChanged 0
		SP:Iteration 6F (39458.400000 sec): 3 clusters
  Score: Raw -52973.816176 + Penalty 2857.977486 = -50115.838690
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39458.480000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39458.700000 sec): 3 clusters
  Score: Raw -68452.478996 + Penalty 3139.541569 = -65312.937427
  nChanged 124
		SP:Iteration 1F (39458.880000 sec): 3 clusters
  Score: Raw -68664.300784 + Penalty 3139.541569 = -65524.759215
  nChanged 31
		SP:Iteration 2F (39459.050000 sec): 3 clusters
  Score: Raw -68759.759173 + Penalty 3139.541569 = -65620.217604
  nChanged 23
		SP:Iteration 3Q (39459.230000 sec): 3 clusters
  Score: Raw -68821.774571 + Penalty 3139.541569 = -65682.233002
  nChanged 19
		SP:Iteration 4Q (39459.400000 sec): 3 clusters
  Score: Raw -68850.723469 + Penalty 3139.541569 = -65711.181900
  nChanged 14
		SP:Iteration 5Q (39459.580000 sec): 3 clusters
  Score: Raw -68869.488653 + Penalty 3139.541569 = -65729.947084
  nChanged 16
		SP:Iteration 6Q (39459.750000 sec): 3 clusters
  Score: Raw -68898.144460 + Penalty 3139.541569 = -65758.602891
  nChanged 11
		SP:Iteration 7Q (39459.920000 sec): 3 clusters
  Score: Raw -68916.507755 + Penalty 3139.541569 = -65776.966186
  nChanged 4
		SP:Iteration 8Q (39460.100000 sec): 3 clusters
  Score: Raw -68920.359548 + Penalty 3139.541569 = -65780.817979
  nChanged 5
		SP:Iteration 9Q (39460.270000 sec): 3 clusters
  Score: Raw -68933.799895 + Penalty 3139.541569 = -65794.258326
  nChanged 3
		SP:Iteration 10Q (39460.440000 sec): 3 clusters
  Score: Raw -68943.799279 + Penalty 3139.541569 = -65804.257710
  nChanged 1
		SP:Iteration 11Q (39460.630000 sec): 3 clusters
  Score: Raw -68945.425329 + Penalty 3139.541569 = -65805.883760
  nChanged 0
		SP:Iteration 12F (39460.740000 sec): 3 clusters
  Score: Raw -68945.425329 + Penalty 3139.541569 = -65805.883760
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39460.830000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39461.010000 sec): 3 clusters
  Score: Raw -23047.861705 + Penalty 2471.868884 = -20575.992821
  nChanged 7
		SP:Iteration 1Q (39461.180000 sec): 3 clusters
  Score: Raw -23092.050498 + Penalty 2471.868884 = -20620.181614
  nChanged 1
		SP:Iteration 2Q (39461.360000 sec): 3 clusters
  Score: Raw -23099.462282 + Penalty 2471.868884 = -20627.593398
  nChanged 1
		SP:Iteration 3Q (39461.540000 sec): 3 clusters
  Score: Raw -23104.244449 + Penalty 2471.868884 = -20632.375564
  nChanged 1
		SP:Iteration 4Q (39461.710000 sec): 3 clusters
  Score: Raw -23107.152913 + Penalty 2471.868884 = -20635.284028
  nChanged 0
		SP:Iteration 5F (39461.890000 sec): 3 clusters
  Score: Raw -23107.152913 + Penalty 2471.868884 = -20635.284028
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39461.980000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39462.150000 sec): 3 clusters
  Score: Raw -95175.473686 + Penalty 3167.892142 = -92007.581544
  nChanged 115
		SP:Iteration 1F (39462.330000 sec): 3 clusters
  Score: Raw -95426.310657 + Penalty 3167.892142 = -92258.418515
  nChanged 32
		SP:Iteration 2F (39462.500000 sec): 3 clusters
  Score: Raw -95520.821456 + Penalty 3167.892142 = -92352.929314
  nChanged 16
		SP:Iteration 3Q (39462.680000 sec): 3 clusters
  Score: Raw -95589.790637 + Penalty 3167.892142 = -92421.898494
  nChanged 15
		SP:Iteration 4Q (39462.840000 sec): 3 clusters
  Score: Raw -95636.260921 + Penalty 3167.892142 = -92468.368778
  nChanged 10
		SP:Iteration 5Q (39463.010000 sec): 3 clusters
  Score: Raw -95656.340289 + Penalty 3167.892142 = -92488.448146
  nChanged 4
		SP:Iteration 6Q (39463.170000 sec): 3 clusters
  Score: Raw -95663.220141 + Penalty 3167.892142 = -92495.327998
  nChanged 4
		SP:Iteration 7Q (39463.340000 sec): 3 clusters
  Score: Raw -95669.633124 + Penalty 3167.892142 = -92501.740982
  nChanged 2
		SP:Iteration 8Q (39463.500000 sec): 3 clusters
  Score: Raw -95674.110515 + Penalty 3167.892142 = -92506.218372
  nChanged 0
		SP:Iteration 9F (39463.660000 sec): 3 clusters
  Score: Raw -95674.110515 + Penalty 3167.892142 = -92506.218372
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39463.740000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39463.910000 sec): 3 clusters
  Score: Raw -43881.268573 + Penalty 2789.512683 = -41091.755890
  nChanged 42
		SP:Iteration 1F (39464.070000 sec): 3 clusters
  Score: Raw -44059.256268 + Penalty 2789.512683 = -41269.743585
  nChanged 8
		SP:Iteration 2Q (39464.250000 sec): 3 clusters
  Score: Raw -44094.809834 + Penalty 2789.512683 = -41305.297151
  nChanged 5
		SP:Iteration 3Q (39464.420000 sec): 3 clusters
  Score: Raw -44109.536666 + Penalty 2789.512683 = -41320.023983
  nChanged 5
		SP:Iteration 4Q (39464.600000 sec): 3 clusters
  Score: Raw -44133.063619 + Penalty 2789.512683 = -41343.550936
  nChanged 3
		SP:Iteration 5Q (39464.780000 sec): 3 clusters
  Score: Raw -44141.685187 + Penalty 2789.512683 = -41352.172504
  nChanged 1
		SP:Iteration 6Q (39464.950000 sec): 3 clusters
  Score: Raw -44146.487266 + Penalty 2789.512683 = -41356.974583
  nChanged 2
		SP:Iteration 7Q (39465.130000 sec): 3 clusters
  Score: Raw -44154.629188 + Penalty 2789.512683 = -41365.116505
  nChanged 1
		SP:Iteration 8Q (39465.180000 sec): 3 clusters
  Score: Raw -44160.599891 + Penalty 2789.512683 = -41371.087208
  nChanged 1
		SP:Iteration 9Q (39465.180000 sec): 3 clusters
  Score: Raw -44164.787847 + Penalty 2789.512683 = -41375.275163
  nChanged 1
		SP:Iteration 10Q (39465.190000 sec): 3 clusters
  Score: Raw -44174.115441 + Penalty 2789.512683 = -41384.602758
  nChanged 1
		SP:Iteration 11Q (39465.200000 sec): 3 clusters
  Score: Raw -44177.247650 + Penalty 2789.512683 = -41387.734967
  nChanged 0
		SP:Iteration 12F (39465.210000 sec): 3 clusters
  Score: Raw -44177.247650 + Penalty 2789.512683 = -41387.734967
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39465.260000 sec): 2 clusters
  Score: Raw -185766.631493 + Penalty 1747.136469 = -184019.495024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39465.290000 sec): 3 clusters
  Score: Raw -185507.254255 + Penalty 3494.272938 = -182012.981317
  nChanged 333
		SP:Iteration 1F (39465.320000 sec): 3 clusters
  Score: Raw -185904.023885 + Penalty 3494.272938 = -182409.750947
  nChanged 101
		SP:Iteration 2F (39465.350000 sec): 3 clusters
  Score: Raw -186101.248770 + Penalty 3494.272938 = -182606.975832
  nChanged 62
		SP:Iteration 3F (39465.380000 sec): 3 clusters
  Score: Raw -186217.850500 + Penalty 3494.272938 = -182723.577562
  nChanged 39
		SP:Iteration 4Q (39465.420000 sec): 3 clusters
  Score: Raw -186296.512043 + Penalty 3494.272938 = -182802.239105
  nChanged 39
		SP:Iteration 5Q (39465.450000 sec): 3 clusters
  Score: Raw -186383.279877 + Penalty 3494.272938 = -182889.006939
  nChanged 45
		SP:Iteration 6Q (39465.480000 sec): 3 clusters
  Score: Raw -186493.238628 + Penalty 3494.272938 = -182998.965690
  nChanged 42
		SP:Iteration 7Q (39465.510000 sec): 3 clusters
  Score: Raw -186606.733116 + Penalty 3494.272938 = -183112.460177
  nChanged 28
		SP:Iteration 8Q (39465.540000 sec): 3 clusters
  Score: Raw -186659.966065 + Penalty 3494.272938 = -183165.693127
  nChanged 20
		SP:Iteration 9Q (39465.580000 sec): 3 clusters
  Score: Raw -186686.477652 + Penalty 3494.272938 = -183192.204714
  nChanged 15
		SP:Iteration 10Q (39465.610000 sec): 3 clusters
  Score: Raw -186711.887848 + Penalty 3494.272938 = -183217.614910
  nChanged 7
		SP:Iteration 11Q (39465.640000 sec): 3 clusters
  Score: Raw -186718.585260 + Penalty 3494.272938 = -183224.312322
  nChanged 6
		SP:Iteration 12Q (39465.670000 sec): 3 clusters
  Score: Raw -186728.033345 + Penalty 3494.272938 = -183233.760407
  nChanged 4
		SP:Iteration 13Q (39465.700000 sec): 3 clusters
  Score: Raw -186734.656084 + Penalty 3494.272938 = -183240.383146
  nChanged 5
		SP:Iteration 14Q (39465.740000 sec): 3 clusters
  Score: Raw -186740.460161 + Penalty 3494.272938 = -183246.187223
  nChanged 6
		SP:Iteration 15Q (39465.770000 sec): 3 clusters
  Score: Raw -186752.156349 + Penalty 3494.272938 = -183257.883411
  nChanged 3
		SP:Iteration 16Q (39465.800000 sec): 3 clusters
  Score: Raw -186754.384260 + Penalty 3494.272938 = -183260.111322
  nChanged 2
		SP:Iteration 17Q (39465.830000 sec): 3 clusters
  Score: Raw -186756.431444 + Penalty 3494.272938 = -183262.158506
  nChanged 3
		SP:Iteration 18Q (39465.860000 sec): 3 clusters
  Score: Raw -186759.027510 + Penalty 3494.272938 = -183264.754572
  nChanged 4
		SP:Iteration 19Q (39465.900000 sec): 3 clusters
  Score: Raw -186761.656912 + Penalty 3494.272938 = -183267.383974
  nChanged 1
		SP:Iteration 20F (39465.930000 sec): 3 clusters
  Score: Raw -186763.321270 + Penalty 3494.272938 = -183269.048332
  nChanged 3
		SP:Iteration 21Q (39465.960000 sec): 3 clusters
  Score: Raw -186770.660401 + Penalty 3494.272938 = -183276.387463
  nChanged 5
		SP:Iteration 22Q (39465.990000 sec): 3 clusters
  Score: Raw -186780.850553 + Penalty 3494.272938 = -183286.577615
  nChanged 4
		SP:Iteration 23Q (39466.020000 sec): 3 clusters
  Score: Raw -186784.415784 + Penalty 3494.272938 = -183290.142846
  nChanged 5
		SP:Iteration 24Q (39466.060000 sec): 3 clusters
  Score: Raw -186789.085930 + Penalty 3494.272938 = -183294.812992
  nChanged 2
		SP:Iteration 25Q (39466.090000 sec): 3 clusters
  Score: Raw -186790.744791 + Penalty 3494.272938 = -183296.471853
  nChanged 1
		SP:Iteration 26Q (39466.120000 sec): 3 clusters
  Score: Raw -186791.311452 + Penalty 3494.272938 = -183297.038514
  nChanged 0
		SP:Iteration 27F (39466.150000 sec): 3 clusters
  Score: Raw -186791.311452 + Penalty 3494.272938 = -183297.038514
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39466.200000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39466.380000 sec): 3 clusters
  Score: Raw -46375.272231 + Penalty 2908.361063 = -43466.911168
  nChanged 79
		SP:Iteration 1F (39466.560000 sec): 3 clusters
  Score: Raw -46595.962698 + Penalty 2908.361063 = -43687.601635
  nChanged 38
		SP:Iteration 2F (39466.570000 sec): 3 clusters
  Score: Raw -46719.342250 + Penalty 2908.361063 = -43810.981187
  nChanged 25
		SP:Iteration 3F (39466.580000 sec): 3 clusters
  Score: Raw -46813.790202 + Penalty 2908.361063 = -43905.429139
  nChanged 11
		SP:Iteration 4Q (39466.590000 sec): 3 clusters
  Score: Raw -46863.936076 + Penalty 2908.361063 = -43955.575013
  nChanged 7
		SP:Iteration 5Q (39466.600000 sec): 3 clusters
  Score: Raw -46881.360664 + Penalty 2908.361063 = -43972.999601
  nChanged 2
		SP:Iteration 6Q (39466.610000 sec): 3 clusters
  Score: Raw -46887.061225 + Penalty 2908.361063 = -43978.700162
  nChanged 3
		SP:Iteration 7Q (39466.620000 sec): 3 clusters
  Score: Raw -46894.474161 + Penalty 2908.361063 = -43986.113098
  nChanged 1
		SP:Iteration 8Q (39466.640000 sec): 3 clusters
  Score: Raw -46895.295823 + Penalty 2908.361063 = -43986.934760
  nChanged 0
		SP:Iteration 9F (39466.660000 sec): 3 clusters
  Score: Raw -46895.295823 + Penalty 2908.361063 = -43986.934760
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39466.690000 sec): 2 clusters
  Score: Raw -85480.501573 + Penalty 1586.438554 = -83894.063019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39466.720000 sec): 3 clusters
  Score: Raw -85481.674564 + Penalty 3172.877109 = -82308.797455
  nChanged 128
		SP:Iteration 1F (39466.740000 sec): 3 clusters
  Score: Raw -85753.182788 + Penalty 3172.877109 = -82580.305679
  nChanged 42
		SP:Iteration 2F (39466.760000 sec): 3 clusters
  Score: Raw -85840.134400 + Penalty 3172.877109 = -82667.257291
  nChanged 20
		SP:Iteration 3Q (39466.780000 sec): 3 clusters
  Score: Raw -85922.657602 + Penalty 3172.877109 = -82749.780493
  nChanged 15
		SP:Iteration 4Q (39466.800000 sec): 3 clusters
  Score: Raw -85967.767798 + Penalty 3172.877109 = -82794.890689
  nChanged 13
		SP:Iteration 5Q (39466.830000 sec): 3 clusters
  Score: Raw -85990.735924 + Penalty 3172.877109 = -82817.858815
  nChanged 4
		SP:Iteration 6Q (39466.850000 sec): 3 clusters
  Score: Raw -85999.104972 + Penalty 3172.877109 = -82826.227863
  nChanged 3
		SP:Iteration 7Q (39466.880000 sec): 3 clusters
  Score: Raw -86001.202380 + Penalty 3172.877109 = -82828.325271
  nChanged 1
		SP:Iteration 8Q (39466.900000 sec): 3 clusters
  Score: Raw -86002.425476 + Penalty 3172.877109 = -82829.548367
  nChanged 2
		SP:Iteration 9Q (39466.920000 sec): 3 clusters
  Score: Raw -86003.641466 + Penalty 3172.877109 = -82830.764357
  nChanged 1
		SP:Iteration 10Q (39466.940000 sec): 3 clusters
  Score: Raw -86004.698485 + Penalty 3172.877109 = -82831.821376
  nChanged 0
		SP:Iteration 11F (39466.970000 sec): 3 clusters
  Score: Raw -86004.698485 + Penalty 3172.877109 = -82831.821376
  nChanged 0
Deleting Class 31 (434 points): Lose 3046.178581 but Gain 3262.464713
Iteration 499Q (39547.140000 sec): 60 clusters
  Score: Raw -91407727.248020 + Penalty 192485.418085 = -91215241.829935
  nChanged 399
Iteration 500F (39658.140000 sec): 60 clusters
  Score: Raw -91408933.909433 + Penalty 192485.418085 = -91216448.491348
  nChanged 22
Iteration 501Q (39735.260000 sec): 60 clusters
  Score: Raw -91408945.048075 + Penalty 192485.418085 = -91216459.629990
  nChanged 2
Iteration 502Q (39814.680000 sec): 60 clusters
  Score: Raw -91408946.049866 + Penalty 192485.418085 = -91216460.631782
  nChanged 0
Iteration 503F (39925.150000 sec): 60 clusters
  Score: Raw -91408946.049866 + Penalty 192485.418085 = -91216460.631782
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408946.049866 + Penalty 192485.418085 = -91216460.631782
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39925.210000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39925.370000 sec): 3 clusters
  Score: Raw -48025.832910 + Penalty 2941.076215 = -45084.756694
  nChanged 59
		SP:Iteration 1F (39925.540000 sec): 3 clusters
  Score: Raw -48199.738529 + Penalty 2941.076215 = -45258.662314
  nChanged 24
		SP:Iteration 2F (39925.720000 sec): 3 clusters
  Score: Raw -48276.986689 + Penalty 2941.076215 = -45335.910474
  nChanged 11
		SP:Iteration 3Q (39925.900000 sec): 3 clusters
  Score: Raw -48322.926264 + Penalty 2941.076215 = -45381.850048
  nChanged 11
		SP:Iteration 4Q (39926.070000 sec): 3 clusters
  Score: Raw -48346.637456 + Penalty 2941.076215 = -45405.561241
  nChanged 3
		SP:Iteration 5Q (39926.250000 sec): 3 clusters
  Score: Raw -48357.840757 + Penalty 2941.076215 = -45416.764542
  nChanged 6
		SP:Iteration 6Q (39926.380000 sec): 3 clusters
  Score: Raw -48385.956797 + Penalty 2941.076215 = -45444.880582
  nChanged 2
		SP:Iteration 7Q (39926.390000 sec): 3 clusters
  Score: Raw -48392.463812 + Penalty 2941.076215 = -45451.387597
  nChanged 2
		SP:Iteration 8Q (39926.400000 sec): 3 clusters
  Score: Raw -48409.874026 + Penalty 2941.076215 = -45468.797811
  nChanged 2
		SP:Iteration 9Q (39926.410000 sec): 3 clusters
  Score: Raw -48421.485611 + Penalty 2941.076215 = -45480.409396
  nChanged 0
		SP:Iteration 10F (39926.420000 sec): 3 clusters
  Score: Raw -48421.485611 + Penalty 2941.076215 = -45480.409396
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39926.460000 sec): 2 clusters
  Score: Raw -77478.041275 + Penalty 1532.644130 = -75945.397145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39926.480000 sec): 3 clusters
  Score: Raw -77572.105883 + Penalty 3065.288260 = -74506.817622
  nChanged 87
		SP:Iteration 1F (39926.500000 sec): 3 clusters
  Score: Raw -77775.045317 + Penalty 3065.288260 = -74709.757057
  nChanged 30
		SP:Iteration 2F (39926.530000 sec): 3 clusters
  Score: Raw -77878.993952 + Penalty 3065.288260 = -74813.705692
  nChanged 21
		SP:Iteration 3Q (39926.550000 sec): 3 clusters
  Score: Raw -77966.395843 + Penalty 3065.288260 = -74901.107582
  nChanged 17
		SP:Iteration 4Q (39926.570000 sec): 3 clusters
  Score: Raw -78038.533026 + Penalty 3065.288260 = -74973.244766
  nChanged 13
		SP:Iteration 5Q (39926.600000 sec): 3 clusters
  Score: Raw -78092.448346 + Penalty 3065.288260 = -75027.160086
  nChanged 10
		SP:Iteration 6Q (39926.620000 sec): 3 clusters
  Score: Raw -78118.748169 + Penalty 3065.288260 = -75053.459908
  nChanged 7
		SP:Iteration 7Q (39926.640000 sec): 3 clusters
  Score: Raw -78143.757010 + Penalty 3065.288260 = -75078.468750
  nChanged 3
		SP:Iteration 8Q (39926.660000 sec): 3 clusters
  Score: Raw -78148.339739 + Penalty 3065.288260 = -75083.051479
  nChanged 0
		SP:Iteration 9F (39926.690000 sec): 3 clusters
  Score: Raw -78148.339739 + Penalty 3065.288260 = -75083.051479
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39926.740000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39926.770000 sec): 3 clusters
  Score: Raw -221774.014722 + Penalty 3514.607126 = -218259.407596
  nChanged 307
		SP:Iteration 1F (39926.800000 sec): 3 clusters
  Score: Raw -222102.920696 + Penalty 3514.607126 = -218588.313570
  nChanged 76
		SP:Iteration 2F (39926.840000 sec): 3 clusters
  Score: Raw -222192.542034 + Penalty 3514.607126 = -218677.934908
  nChanged 36
		SP:Iteration 3Q (39926.870000 sec): 3 clusters
  Score: Raw -222232.779037 + Penalty 3514.607126 = -218718.171911
  nChanged 24
		SP:Iteration 4Q (39926.900000 sec): 3 clusters
  Score: Raw -222261.807807 + Penalty 3514.607126 = -218747.200681
  nChanged 14
		SP:Iteration 5Q (39926.940000 sec): 3 clusters
  Score: Raw -222280.690910 + Penalty 3514.607126 = -218766.083783
  nChanged 13
		SP:Iteration 6Q (39926.970000 sec): 3 clusters
  Score: Raw -222293.090151 + Penalty 3514.607126 = -218778.483024
  nChanged 5
		SP:Iteration 7Q (39927.000000 sec): 3 clusters
  Score: Raw -222297.503114 + Penalty 3514.607126 = -218782.895988
  nChanged 4
		SP:Iteration 8Q (39927.040000 sec): 3 clusters
  Score: Raw -222302.107956 + Penalty 3514.607126 = -218787.500830
  nChanged 3
		SP:Iteration 9Q (39927.070000 sec): 3 clusters
  Score: Raw -222306.787326 + Penalty 3514.607126 = -218792.180200
  nChanged 4
		SP:Iteration 10Q (39927.100000 sec): 3 clusters
  Score: Raw -222311.228941 + Penalty 3514.607126 = -218796.621814
  nChanged 4
		SP:Iteration 11Q (39927.140000 sec): 3 clusters
  Score: Raw -222314.145262 + Penalty 3514.607126 = -218799.538136
  nChanged 2
		SP:Iteration 12Q (39927.170000 sec): 3 clusters
  Score: Raw -222315.667114 + Penalty 3514.607126 = -218801.059988
  nChanged 0
		SP:Iteration 13F (39927.200000 sec): 3 clusters
  Score: Raw -222315.667114 + Penalty 3514.607126 = -218801.059988
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39927.230000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39927.240000 sec): 3 clusters
  Score: Raw -26918.070138 + Penalty 2544.429763 = -24373.640376
  nChanged 8
		SP:Iteration 1Q (39927.250000 sec): 3 clusters
  Score: Raw -26953.054513 + Penalty 2544.429763 = -24408.624751
  nChanged 1
		SP:Iteration 2Q (39927.260000 sec): 3 clusters
  Score: Raw -26956.970843 + Penalty 2544.429763 = -24412.541080
  nChanged 0
		SP:Iteration 3F (39927.260000 sec): 3 clusters
  Score: Raw -26956.970843 + Penalty 2544.429763 = -24412.541080
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39927.350000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39927.460000 sec): 3 clusters
  Score: Raw -901834.590926 + Penalty 4236.000510 = -897598.590417
  nChanged 1956
		SP:Iteration 1F (39927.560000 sec): 3 clusters
  Score: Raw -902931.549583 + Penalty 4236.000510 = -898695.549073
  nChanged 358
		SP:Iteration 2F (39927.660000 sec): 3 clusters
  Score: Raw -903113.072293 + Penalty 4236.000510 = -898877.071783
  nChanged 231
		SP:Iteration 3Q (39927.780000 sec): 3 clusters
  Score: Raw -903222.140313 + Penalty 4236.000510 = -898986.139803
  nChanged 158
		SP:Iteration 4Q (39927.890000 sec): 3 clusters
  Score: Raw -903306.955601 + Penalty 4236.000510 = -899070.955091
  nChanged 134
		SP:Iteration 5Q (39928.090000 sec): 3 clusters
  Score: Raw -903380.954174 + Penalty 4236.000510 = -899144.953664
  nChanged 133
		SP:Iteration 6Q (39928.300000 sec): 3 clusters
  Score: Raw -903445.914801 + Penalty 4236.000510 = -899209.914291
  nChanged 113
		SP:Iteration 7Q (39928.500000 sec): 3 clusters
  Score: Raw -903508.330921 + Penalty 4236.000510 = -899272.330411
  nChanged 124
		SP:Iteration 8Q (39928.700000 sec): 3 clusters
  Score: Raw -903581.012212 + Penalty 4236.000510 = -899345.011702
  nChanged 112
		SP:Iteration 9Q (39928.900000 sec): 3 clusters
  Score: Raw -903648.981021 + Penalty 4236.000510 = -899412.980511
  nChanged 134
		SP:Iteration 10Q (39929.050000 sec): 3 clusters
  Score: Raw -903728.001466 + Penalty 4236.000510 = -899492.000956
  nChanged 125
		SP:Iteration 11Q (39929.230000 sec): 3 clusters
  Score: Raw -903799.772747 + Penalty 4236.000510 = -899563.772237
  nChanged 121
		SP:Iteration 12Q (39929.330000 sec): 3 clusters
  Score: Raw -903875.044995 + Penalty 4236.000510 = -899639.044486
  nChanged 109
		SP:Iteration 13Q (39929.560000 sec): 3 clusters
  Score: Raw -903943.643295 + Penalty 4236.000510 = -899707.642785
  nChanged 106
		SP:Iteration 14Q (39929.720000 sec): 3 clusters
  Score: Raw -904011.749355 + Penalty 4236.000510 = -899775.748845
  nChanged 111
		SP:Iteration 15Q (39929.920000 sec): 3 clusters
  Score: Raw -904103.083125 + Penalty 4236.000510 = -899867.082615
  nChanged 118
		SP:Iteration 16Q (39930.130000 sec): 3 clusters
  Score: Raw -904204.988278 + Penalty 4236.000510 = -899968.987768
  nChanged 118
		SP:Iteration 17Q (39930.330000 sec): 3 clusters
  Score: Raw -904319.063497 + Penalty 4236.000510 = -900083.062987
  nChanged 118
		SP:Iteration 18Q (39930.530000 sec): 3 clusters
  Score: Raw -904416.099523 + Penalty 4236.000510 = -900180.099013
  nChanged 134
		SP:Iteration 19Q (39930.690000 sec): 3 clusters
  Score: Raw -904506.311305 + Penalty 4236.000510 = -900270.310795
  nChanged 121
		SP:Iteration 20F (39930.880000 sec): 3 clusters
  Score: Raw -904579.542883 + Penalty 4236.000510 = -900343.542373
  nChanged 104
		SP:Iteration 21Q (39931.030000 sec): 3 clusters
  Score: Raw -904645.632396 + Penalty 4236.000510 = -900409.631886
  nChanged 96
		SP:Iteration 22Q (39931.130000 sec): 3 clusters
  Score: Raw -904698.487352 + Penalty 4236.000510 = -900462.486842
  nChanged 90
		SP:Iteration 23Q (39931.230000 sec): 3 clusters
  Score: Raw -904750.775873 + Penalty 4236.000510 = -900514.775363
  nChanged 76
		SP:Iteration 24Q (39931.330000 sec): 3 clusters
  Score: Raw -904784.850240 + Penalty 4236.000510 = -900548.849730
  nChanged 54
		SP:Iteration 25Q (39931.430000 sec): 3 clusters
  Score: Raw -904814.658338 + Penalty 4236.000510 = -900578.657828
  nChanged 52
		SP:Iteration 26Q (39931.530000 sec): 3 clusters
  Score: Raw -904843.271866 + Penalty 4236.000510 = -900607.271356
  nChanged 56
		SP:Iteration 27Q (39931.730000 sec): 3 clusters
  Score: Raw -904873.172603 + Penalty 4236.000510 = -900637.172093
  nChanged 48
		SP:Iteration 28Q (39931.890000 sec): 3 clusters
  Score: Raw -904896.927058 + Penalty 4236.000510 = -900660.926548
  nChanged 45
		SP:Iteration 29Q (39932.050000 sec): 3 clusters
  Score: Raw -904919.635967 + Penalty 4236.000510 = -900683.635457
  nChanged 52
		SP:Iteration 30Q (39932.210000 sec): 3 clusters
  Score: Raw -904942.524818 + Penalty 4236.000510 = -900706.524309
  nChanged 40
		SP:Iteration 31Q (39932.370000 sec): 3 clusters
  Score: Raw -904960.150204 + Penalty 4236.000510 = -900724.149694
  nChanged 43
		SP:Iteration 32Q (39932.530000 sec): 3 clusters
  Score: Raw -904976.479122 + Penalty 4236.000510 = -900740.478612
  nChanged 28
		SP:Iteration 33Q (39932.700000 sec): 3 clusters
  Score: Raw -904987.044571 + Penalty 4236.000510 = -900751.044061
  nChanged 25
		SP:Iteration 34Q (39932.860000 sec): 3 clusters
  Score: Raw -904996.747725 + Penalty 4236.000510 = -900760.747215
  nChanged 25
		SP:Iteration 35Q (39933.020000 sec): 3 clusters
  Score: Raw -905007.115030 + Penalty 4236.000510 = -900771.114520
  nChanged 26
		SP:Iteration 36Q (39933.180000 sec): 3 clusters
  Score: Raw -905017.445827 + Penalty 4236.000510 = -900781.445317
  nChanged 19
		SP:Iteration 37Q (39933.380000 sec): 3 clusters
  Score: Raw -905025.171855 + Penalty 4236.000510 = -900789.171345
  nChanged 22
		SP:Iteration 38Q (39933.540000 sec): 3 clusters
  Score: Raw -905033.332090 + Penalty 4236.000510 = -900797.331580
  nChanged 26
		SP:Iteration 39Q (39933.700000 sec): 3 clusters
  Score: Raw -905042.429134 + Penalty 4236.000510 = -900806.428624
  nChanged 15
		SP:Iteration 40F (39933.890000 sec): 3 clusters
  Score: Raw -905046.906972 + Penalty 4236.000510 = -900810.906462
  nChanged 17
		SP:Iteration 41Q (39934.070000 sec): 3 clusters
  Score: Raw -905054.440798 + Penalty 4236.000510 = -900818.440288
  nChanged 13
		SP:Iteration 42Q (39934.230000 sec): 3 clusters
  Score: Raw -905059.534257 + Penalty 4236.000510 = -900823.533747
  nChanged 11
		SP:Iteration 43Q (39934.390000 sec): 3 clusters
  Score: Raw -905064.117867 + Penalty 4236.000510 = -900828.117357
  nChanged 12
		SP:Iteration 44Q (39934.620000 sec): 3 clusters
  Score: Raw -905067.749807 + Penalty 4236.000510 = -900831.749298
  nChanged 10
		SP:Iteration 45Q (39934.780000 sec): 3 clusters
  Score: Raw -905070.114549 + Penalty 4236.000510 = -900834.114039
  nChanged 9
		SP:Iteration 46Q (39934.910000 sec): 3 clusters
  Score: Raw -905072.755652 + Penalty 4236.000510 = -900836.755142
  nChanged 9
		SP:Iteration 47Q (39935.060000 sec): 3 clusters
  Score: Raw -905075.627339 + Penalty 4236.000510 = -900839.626829
  nChanged 4
		SP:Iteration 48Q (39935.220000 sec): 3 clusters
  Score: Raw -905076.662857 + Penalty 4236.000510 = -900840.662347
  nChanged 4
		SP:Iteration 49Q (39935.380000 sec): 3 clusters
  Score: Raw -905077.976537 + Penalty 4236.000510 = -900841.976028
  nChanged 5
		SP:Iteration 50Q (39935.540000 sec): 3 clusters
  Score: Raw -905079.666404 + Penalty 4236.000510 = -900843.665894
  nChanged 5
		SP:Iteration 51Q (39935.700000 sec): 3 clusters
  Score: Raw -905081.281734 + Penalty 4236.000510 = -900845.281224
  nChanged 7
		SP:Iteration 52Q (39935.860000 sec): 3 clusters
  Score: Raw -905083.194158 + Penalty 4236.000510 = -900847.193648
  nChanged 6
		SP:Iteration 53Q (39936.020000 sec): 3 clusters
  Score: Raw -905085.779163 + Penalty 4236.000510 = -900849.778654
  nChanged 10
		SP:Iteration 54Q (39936.180000 sec): 3 clusters
  Score: Raw -905089.536655 + Penalty 4236.000510 = -900853.536145
  nChanged 11
		SP:Iteration 55Q (39936.340000 sec): 3 clusters
  Score: Raw -905093.586524 + Penalty 4236.000510 = -900857.586014
  nChanged 15
		SP:Iteration 56Q (39936.490000 sec): 3 clusters
  Score: Raw -905098.254097 + Penalty 4236.000510 = -900862.253587
  nChanged 8
		SP:Iteration 57Q (39936.660000 sec): 3 clusters
  Score: Raw -905102.109735 + Penalty 4236.000510 = -900866.109225
  nChanged 8
		SP:Iteration 58Q (39936.820000 sec): 3 clusters
  Score: Raw -905105.875316 + Penalty 4236.000510 = -900869.874806
  nChanged 12
		SP:Iteration 59Q (39936.980000 sec): 3 clusters
  Score: Raw -905111.066978 + Penalty 4236.000510 = -900875.066468
  nChanged 14
		SP:Iteration 60F (39937.180000 sec): 3 clusters
  Score: Raw -905116.499204 + Penalty 4236.000510 = -900880.498694
  nChanged 14
		SP:Iteration 61Q (39937.350000 sec): 3 clusters
  Score: Raw -905122.350279 + Penalty 4236.000510 = -900886.349770
  nChanged 15
		SP:Iteration 62Q (39937.510000 sec): 3 clusters
  Score: Raw -905127.188389 + Penalty 4236.000510 = -900891.187879
  nChanged 7
		SP:Iteration 63Q (39937.670000 sec): 3 clusters
  Score: Raw -905128.861342 + Penalty 4236.000510 = -900892.860832
  nChanged 4
		SP:Iteration 64Q (39937.830000 sec): 3 clusters
  Score: Raw -905129.958026 + Penalty 4236.000510 = -900893.957516
  nChanged 3
		SP:Iteration 65Q (39937.990000 sec): 3 clusters
  Score: Raw -905130.724279 + Penalty 4236.000510 = -900894.723769
  nChanged 3
		SP:Iteration 66Q (39938.150000 sec): 3 clusters
  Score: Raw -905131.972410 + Penalty 4236.000510 = -900895.971900
  nChanged 5
		SP:Iteration 67Q (39938.320000 sec): 3 clusters
  Score: Raw -905132.833548 + Penalty 4236.000510 = -900896.833038
  nChanged 2
		SP:Iteration 68Q (39938.480000 sec): 3 clusters
  Score: Raw -905133.229140 + Penalty 4236.000510 = -900897.228630
  nChanged 4
		SP:Iteration 69Q (39938.630000 sec): 3 clusters
  Score: Raw -905134.108472 + Penalty 4236.000510 = -900898.107962
  nChanged 2
		SP:Iteration 70Q (39938.800000 sec): 3 clusters
  Score: Raw -905134.669801 + Penalty 4236.000510 = -900898.669291
  nChanged 2
		SP:Iteration 71Q (39938.960000 sec): 3 clusters
  Score: Raw -905135.037028 + Penalty 4236.000510 = -900899.036518
  nChanged 0
		SP:Iteration 72F (39939.160000 sec): 3 clusters
  Score: Raw -905135.037028 + Penalty 4236.000510 = -900899.036518
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39939.240000 sec): 2 clusters
  Score: Raw -60441.844148 + Penalty 1500.333897 = -58941.510251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39939.420000 sec): 3 clusters
  Score: Raw -60648.493412 + Penalty 3000.667794 = -57647.825618
  nChanged 77
		SP:Iteration 1F (39939.600000 sec): 3 clusters
  Score: Raw -60898.510314 + Penalty 3000.667794 = -57897.842520
  nChanged 28
		SP:Iteration 2F (39939.820000 sec): 3 clusters
  Score: Raw -61015.109155 + Penalty 3000.667794 = -58014.441361
  nChanged 17
		SP:Iteration 3Q (39939.990000 sec): 3 clusters
  Score: Raw -61069.534703 + Penalty 3000.667794 = -58068.866909
  nChanged 10
		SP:Iteration 4Q (39940.120000 sec): 3 clusters
  Score: Raw -61103.498727 + Penalty 3000.667794 = -58102.830933
  nChanged 9
		SP:Iteration 5Q (39940.300000 sec): 3 clusters
  Score: Raw -61138.343554 + Penalty 3000.667794 = -58137.675760
  nChanged 13
		SP:Iteration 6Q (39940.480000 sec): 3 clusters
  Score: Raw -61195.452320 + Penalty 3000.667794 = -58194.784526
  nChanged 13
		SP:Iteration 7Q (39940.650000 sec): 3 clusters
  Score: Raw -61227.019285 + Penalty 3000.667794 = -58226.351491
  nChanged 10
		SP:Iteration 8Q (39940.830000 sec): 3 clusters
  Score: Raw -61251.335822 + Penalty 3000.667794 = -58250.668028
  nChanged 5
		SP:Iteration 9Q (39941.000000 sec): 3 clusters
  Score: Raw -61261.989353 + Penalty 3000.667794 = -58261.321559
  nChanged 2
		SP:Iteration 10Q (39941.180000 sec): 3 clusters
  Score: Raw -61265.848046 + Penalty 3000.667794 = -58265.180253
  nChanged 0
		SP:Iteration 11F (39941.350000 sec): 3 clusters
  Score: Raw -61265.848046 + Penalty 3000.667794 = -58265.180253
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39941.440000 sec): 2 clusters
  Score: Raw -280737.401180 + Penalty 1817.452464 = -278919.948716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39941.610000 sec): 3 clusters
  Score: Raw -280238.599997 + Penalty 3634.904927 = -276603.695070
  nChanged 455
		SP:Iteration 1F (39941.750000 sec): 3 clusters
  Score: Raw -280645.603800 + Penalty 3634.904927 = -277010.698873
  nChanged 106
		SP:Iteration 2F (39941.920000 sec): 3 clusters
  Score: Raw -280748.586164 + Penalty 3634.904927 = -277113.681237
  nChanged 64
		SP:Iteration 3Q (39942.100000 sec): 3 clusters
  Score: Raw -280816.998740 + Penalty 3634.904927 = -277182.093813
  nChanged 40
		SP:Iteration 4Q (39942.280000 sec): 3 clusters
  Score: Raw -280856.938859 + Penalty 3634.904927 = -277222.033932
  nChanged 28
		SP:Iteration 5Q (39942.450000 sec): 3 clusters
  Score: Raw -280878.027800 + Penalty 3634.904927 = -277243.122873
  nChanged 14
		SP:Iteration 6Q (39942.630000 sec): 3 clusters
  Score: Raw -280888.015240 + Penalty 3634.904927 = -277253.110313
  nChanged 4
		SP:Iteration 7Q (39942.800000 sec): 3 clusters
  Score: Raw -280891.136973 + Penalty 3634.904927 = -277256.232046
  nChanged 3
		SP:Iteration 8Q (39942.980000 sec): 3 clusters
  Score: Raw -280897.031531 + Penalty 3634.904927 = -277262.126604
  nChanged 10
		SP:Iteration 9Q (39943.160000 sec): 3 clusters
  Score: Raw -280911.979696 + Penalty 3634.904927 = -277277.074769
  nChanged 11
		SP:Iteration 10Q (39943.330000 sec): 3 clusters
  Score: Raw -280920.789429 + Penalty 3634.904927 = -277285.884502
  nChanged 8
		SP:Iteration 11Q (39943.510000 sec): 3 clusters
  Score: Raw -280927.404763 + Penalty 3634.904927 = -277292.499836
  nChanged 12
		SP:Iteration 12Q (39943.680000 sec): 3 clusters
  Score: Raw -280934.860818 + Penalty 3634.904927 = -277299.955891
  nChanged 8
		SP:Iteration 13Q (39943.860000 sec): 3 clusters
  Score: Raw -280942.462200 + Penalty 3634.904927 = -277307.557273
  nChanged 11
		SP:Iteration 14Q (39944.040000 sec): 3 clusters
  Score: Raw -280951.178441 + Penalty 3634.904927 = -277316.273514
  nChanged 11
		SP:Iteration 15Q (39944.210000 sec): 3 clusters
  Score: Raw -280963.988626 + Penalty 3634.904927 = -277329.083699
  nChanged 15
		SP:Iteration 16Q (39944.380000 sec): 3 clusters
  Score: Raw -280981.168437 + Penalty 3634.904927 = -277346.263510
  nChanged 11
		SP:Iteration 17Q (39944.560000 sec): 3 clusters
  Score: Raw -280992.433124 + Penalty 3634.904927 = -277357.528197
  nChanged 5
		SP:Iteration 18Q (39944.740000 sec): 3 clusters
  Score: Raw -280995.581410 + Penalty 3634.904927 = -277360.676482
  nChanged 5
		SP:Iteration 19Q (39944.910000 sec): 3 clusters
  Score: Raw -280997.362925 + Penalty 3634.904927 = -277362.457998
  nChanged 4
		SP:Iteration 20F (39945.090000 sec): 3 clusters
  Score: Raw -280999.581576 + Penalty 3634.904927 = -277364.676649
  nChanged 6
		SP:Iteration 21Q (39945.260000 sec): 3 clusters
  Score: Raw -281001.793578 + Penalty 3634.904927 = -277366.888651
  nChanged 5
		SP:Iteration 22Q (39945.440000 sec): 3 clusters
  Score: Raw -281003.718963 + Penalty 3634.904927 = -277368.814036
  nChanged 4
		SP:Iteration 23Q (39945.620000 sec): 3 clusters
  Score: Raw -281005.461458 + Penalty 3634.904927 = -277370.556531
  nChanged 4
		SP:Iteration 24Q (39945.790000 sec): 3 clusters
  Score: Raw -281008.226815 + Penalty 3634.904927 = -277373.321888
  nChanged 0
		SP:Iteration 25F (39945.970000 sec): 3 clusters
  Score: Raw -281008.226815 + Penalty 3634.904927 = -277373.321888
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39946.060000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39946.230000 sec): 3 clusters
  Score: Raw -27782.478367 + Penalty 2742.596827 = -25039.881540
  nChanged 28
		SP:Iteration 1F (39946.410000 sec): 3 clusters
  Score: Raw -27884.703401 + Penalty 2742.596827 = -25142.106574
  nChanged 9
		SP:Iteration 2Q (39946.580000 sec): 3 clusters
  Score: Raw -27915.401984 + Penalty 2742.596827 = -25172.805157
  nChanged 6
		SP:Iteration 3Q (39946.760000 sec): 3 clusters
  Score: Raw -27954.812112 + Penalty 2742.596827 = -25212.215284
  nChanged 7
		SP:Iteration 4Q (39946.940000 sec): 3 clusters
  Score: Raw -28008.582706 + Penalty 2742.596827 = -25265.985879
  nChanged 0
		SP:Iteration 5F (39947.110000 sec): 3 clusters
  Score: Raw -28008.582706 + Penalty 2742.596827 = -25265.985879
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39947.200000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39947.380000 sec): 3 clusters
  Score: Raw -218648.983971 + Penalty 3502.847050 = -215146.136922
  nChanged 299
		SP:Iteration 1F (39947.550000 sec): 3 clusters
  Score: Raw -218948.431680 + Penalty 3502.847050 = -215445.584631
  nChanged 77
		SP:Iteration 2F (39947.730000 sec): 3 clusters
  Score: Raw -219039.793815 + Penalty 3502.847050 = -215536.946765
  nChanged 38
		SP:Iteration 3Q (39947.900000 sec): 3 clusters
  Score: Raw -219079.342366 + Penalty 3502.847050 = -215576.495316
  nChanged 22
		SP:Iteration 4Q (39948.080000 sec): 3 clusters
  Score: Raw -219109.918553 + Penalty 3502.847050 = -215607.071503
  nChanged 17
		SP:Iteration 5Q (39948.260000 sec): 3 clusters
  Score: Raw -219134.034471 + Penalty 3502.847050 = -215631.187421
  nChanged 11
		SP:Iteration 6Q (39948.430000 sec): 3 clusters
  Score: Raw -219155.241272 + Penalty 3502.847050 = -215652.394223
  nChanged 9
		SP:Iteration 7Q (39948.600000 sec): 3 clusters
  Score: Raw -219172.104681 + Penalty 3502.847050 = -215669.257632
  nChanged 8
		SP:Iteration 8Q (39948.780000 sec): 3 clusters
  Score: Raw -219180.708336 + Penalty 3502.847050 = -215677.861287
  nChanged 6
		SP:Iteration 9Q (39948.960000 sec): 3 clusters
  Score: Raw -219187.645055 + Penalty 3502.847050 = -215684.798005
  nChanged 5
		SP:Iteration 10Q (39949.130000 sec): 3 clusters
  Score: Raw -219193.356813 + Penalty 3502.847050 = -215690.509764
  nChanged 5
		SP:Iteration 11Q (39949.310000 sec): 3 clusters
  Score: Raw -219199.250284 + Penalty 3502.847050 = -215696.403234
  nChanged 7
		SP:Iteration 12Q (39949.480000 sec): 3 clusters
  Score: Raw -219215.987332 + Penalty 3502.847050 = -215713.140283
  nChanged 7
		SP:Iteration 13Q (39949.660000 sec): 3 clusters
  Score: Raw -219228.357806 + Penalty 3502.847050 = -215725.510756
  nChanged 3
		SP:Iteration 14Q (39949.840000 sec): 3 clusters
  Score: Raw -219231.600943 + Penalty 3502.847050 = -215728.753893
  nChanged 2
		SP:Iteration 15Q (39950.010000 sec): 3 clusters
  Score: Raw -219234.004457 + Penalty 3502.847050 = -215731.157407
  nChanged 0
		SP:Iteration 16F (39950.190000 sec): 3 clusters
  Score: Raw -219234.004457 + Penalty 3502.847050 = -215731.157407
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39950.280000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39950.450000 sec): 3 clusters
  Score: Raw -37322.121864 + Penalty 2681.957199 = -34640.164665
  nChanged 18
		SP:Iteration 1F (39950.630000 sec): 3 clusters
  Score: Raw -37387.717929 + Penalty 2681.957199 = -34705.760730
  nChanged 3
		SP:Iteration 2Q (39950.800000 sec): 3 clusters
  Score: Raw -37407.044564 + Penalty 2681.957199 = -34725.087365
  nChanged 1
		SP:Iteration 3Q (39950.980000 sec): 3 clusters
  Score: Raw -37413.530996 + Penalty 2681.957199 = -34731.573797
  nChanged 0
		SP:Iteration 4F (39951.160000 sec): 3 clusters
  Score: Raw -37413.530996 + Penalty 2681.957199 = -34731.573797
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39951.240000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39951.420000 sec): 3 clusters
  Score: Raw -33636.368046 + Penalty 2652.165335 = -30984.202710
  nChanged 14
		SP:Iteration 1F (39951.590000 sec): 3 clusters
  Score: Raw -33687.019981 + Penalty 2652.165335 = -31034.854646
  nChanged 2
		SP:Iteration 2Q (39951.770000 sec): 3 clusters
  Score: Raw -33698.484471 + Penalty 2652.165335 = -31046.319136
  nChanged 1
		SP:Iteration 3Q (39951.940000 sec): 3 clusters
  Score: Raw -33705.374874 + Penalty 2652.165335 = -31053.209538
  nChanged 0
		SP:Iteration 4F (39952.120000 sec): 3 clusters
  Score: Raw -33705.374874 + Penalty 2652.165335 = -31053.209538
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39952.210000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39952.380000 sec): 3 clusters
  Score: Raw -35842.051760 + Penalty 2707.954415 = -33134.097345
  nChanged 25
		SP:Iteration 1F (39952.560000 sec): 3 clusters
  Score: Raw -35943.898572 + Penalty 2707.954415 = -33235.944157
  nChanged 8
		SP:Iteration 2Q (39952.740000 sec): 3 clusters
  Score: Raw -35992.334169 + Penalty 2707.954415 = -33284.379754
  nChanged 2
		SP:Iteration 3Q (39952.910000 sec): 3 clusters
  Score: Raw -36014.390358 + Penalty 2707.954415 = -33306.435943
  nChanged 6
		SP:Iteration 4Q (39953.090000 sec): 3 clusters
  Score: Raw -36032.809932 + Penalty 2707.954415 = -33324.855517
  nChanged 1
		SP:Iteration 5Q (39953.260000 sec): 3 clusters
  Score: Raw -36035.638065 + Penalty 2707.954415 = -33327.683650
  nChanged 0
		SP:Iteration 6F (39953.440000 sec): 3 clusters
  Score: Raw -36035.638065 + Penalty 2707.954415 = -33327.683650
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39953.620000 sec): 2 clusters
  Score: Raw -2515298.162430 + Penalty 2359.836401 = -2512938.326030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39953.920000 sec): 3 clusters
  Score: Raw -2507574.258922 + Penalty 4719.672802 = -2502854.586120
  nChanged 5886
		SP:Iteration 1F (39954.210000 sec): 3 clusters
  Score: Raw -2510781.877358 + Penalty 4719.672802 = -2506062.204556
  nChanged 897
		SP:Iteration 2F (39954.500000 sec): 3 clusters
  Score: Raw -2511283.057500 + Penalty 4719.672802 = -2506563.384698
  nChanged 836
		SP:Iteration 3F (39954.830000 sec): 3 clusters
  Score: Raw -2511847.810331 + Penalty 4719.672802 = -2507128.137529
  nChanged 831
		SP:Iteration 4F (39955.120000 sec): 3 clusters
  Score: Raw -2512453.893971 + Penalty 4719.672802 = -2507734.221170
  nChanged 820
		SP:Iteration 5F (39955.330000 sec): 3 clusters
  Score: Raw -2513013.904797 + Penalty 4719.672802 = -2508294.231995
  nChanged 779
		SP:Iteration 6F (39955.510000 sec): 3 clusters
  Score: Raw -2513568.630162 + Penalty 4719.672802 = -2508848.957361
  nChanged 727
		SP:Iteration 7F (39955.700000 sec): 3 clusters
  Score: Raw -2514021.534097 + Penalty 4719.672802 = -2509301.861295
  nChanged 601
		SP:Iteration 8Q (39955.940000 sec): 3 clusters
  Score: Raw -2514355.831162 + Penalty 4719.672802 = -2509636.158361
  nChanged 450
		SP:Iteration 9Q (39956.230000 sec): 3 clusters
  Score: Raw -2514574.170767 + Penalty 4719.672802 = -2509854.497965
  nChanged 366
		SP:Iteration 10Q (39956.520000 sec): 3 clusters
  Score: Raw -2514731.183176 + Penalty 4719.672802 = -2510011.510374
  nChanged 297
		SP:Iteration 11Q (39956.820000 sec): 3 clusters
  Score: Raw -2514845.834548 + Penalty 4719.672802 = -2510126.161746
  nChanged 232
		SP:Iteration 12Q (39957.110000 sec): 3 clusters
  Score: Raw -2514923.809011 + Penalty 4719.672802 = -2510204.136210
  nChanged 196
		SP:Iteration 13Q (39957.400000 sec): 3 clusters
  Score: Raw -2514986.202991 + Penalty 4719.672802 = -2510266.530189
  nChanged 168
		SP:Iteration 14Q (39957.700000 sec): 3 clusters
  Score: Raw -2515029.403786 + Penalty 4719.672802 = -2510309.730984
  nChanged 120
		SP:Iteration 15Q (39957.990000 sec): 3 clusters
  Score: Raw -2515056.709994 + Penalty 4719.672802 = -2510337.037192
  nChanged 115
		SP:Iteration 16Q (39958.280000 sec): 3 clusters
  Score: Raw -2515087.486402 + Penalty 4719.672802 = -2510367.813600
  nChanged 121
		SP:Iteration 17Q (39958.580000 sec): 3 clusters
  Score: Raw -2515119.172478 + Penalty 4719.672802 = -2510399.499677
  nChanged 112
		SP:Iteration 18Q (39958.910000 sec): 3 clusters
  Score: Raw -2515151.034762 + Penalty 4719.672802 = -2510431.361961
  nChanged 115
		SP:Iteration 19Q (39959.240000 sec): 3 clusters
  Score: Raw -2515183.634539 + Penalty 4719.672802 = -2510463.961737
  nChanged 128
		SP:Iteration 20F (39959.490000 sec): 3 clusters
  Score: Raw -2515220.848557 + Penalty 4719.672802 = -2510501.175755
  nChanged 105
		SP:Iteration 21Q (39959.740000 sec): 3 clusters
  Score: Raw -2515249.789562 + Penalty 4719.672802 = -2510530.116761
  nChanged 90
		SP:Iteration 22Q (39959.950000 sec): 3 clusters
  Score: Raw -2515270.835827 + Penalty 4719.672802 = -2510551.163025
  nChanged 72
		SP:Iteration 23Q (39960.130000 sec): 3 clusters
  Score: Raw -2515290.278057 + Penalty 4719.672802 = -2510570.605256
  nChanged 85
		SP:Iteration 24Q (39960.410000 sec): 3 clusters
  Score: Raw -2515314.420592 + Penalty 4719.672802 = -2510594.747791
  nChanged 73
		SP:Iteration 25Q (39960.660000 sec): 3 clusters
  Score: Raw -2515333.176037 + Penalty 4719.672802 = -2510613.503235
  nChanged 74
		SP:Iteration 26Q (39960.950000 sec): 3 clusters
  Score: Raw -2515352.603191 + Penalty 4719.672802 = -2510632.930389
  nChanged 71
		SP:Iteration 27Q (39961.240000 sec): 3 clusters
  Score: Raw -2515371.129179 + Penalty 4719.672802 = -2510651.456378
  nChanged 68
		SP:Iteration 28Q (39961.530000 sec): 3 clusters
  Score: Raw -2515388.522377 + Penalty 4719.672802 = -2510668.849576
  nChanged 73
		SP:Iteration 29Q (39961.830000 sec): 3 clusters
  Score: Raw -2515407.931954 + Penalty 4719.672802 = -2510688.259152
  nChanged 73
		SP:Iteration 30Q (39962.120000 sec): 3 clusters
  Score: Raw -2515428.970930 + Penalty 4719.672802 = -2510709.298129
  nChanged 71
		SP:Iteration 31Q (39962.410000 sec): 3 clusters
  Score: Raw -2515446.343306 + Penalty 4719.672802 = -2510726.670504
  nChanged 65
		SP:Iteration 32Q (39962.710000 sec): 3 clusters
  Score: Raw -2515462.205008 + Penalty 4719.672802 = -2510742.532206
  nChanged 57
		SP:Iteration 33Q (39963.000000 sec): 3 clusters
  Score: Raw -2515477.008878 + Penalty 4719.672802 = -2510757.336077
  nChanged 52
		SP:Iteration 34Q (39963.290000 sec): 3 clusters
  Score: Raw -2515490.542897 + Penalty 4719.672802 = -2510770.870096
  nChanged 43
		SP:Iteration 35Q (39963.580000 sec): 3 clusters
  Score: Raw -2515499.727792 + Penalty 4719.672802 = -2510780.054991
  nChanged 42
		SP:Iteration 36Q (39963.870000 sec): 3 clusters
  Score: Raw -2515509.253580 + Penalty 4719.672802 = -2510789.580778
  nChanged 36
		SP:Iteration 37Q (39964.160000 sec): 3 clusters
  Score: Raw -2515516.300594 + Penalty 4719.672802 = -2510796.627792
  nChanged 37
		SP:Iteration 38Q (39964.460000 sec): 3 clusters
  Score: Raw -2515524.014669 + Penalty 4719.672802 = -2510804.341867
  nChanged 34
		SP:Iteration 39Q (39964.750000 sec): 3 clusters
  Score: Raw -2515532.399214 + Penalty 4719.672802 = -2510812.726412
  nChanged 45
		SP:Iteration 40F (39964.970000 sec): 3 clusters
  Score: Raw -2515544.030246 + Penalty 4719.672802 = -2510824.357445
  nChanged 43
		SP:Iteration 41Q (39965.160000 sec): 3 clusters
  Score: Raw -2515555.606546 + Penalty 4719.672802 = -2510835.933745
  nChanged 40
		SP:Iteration 42Q (39965.430000 sec): 3 clusters
  Score: Raw -2515564.634657 + Penalty 4719.672802 = -2510844.961855
  nChanged 24
		SP:Iteration 43Q (39965.700000 sec): 3 clusters
  Score: Raw -2515568.902604 + Penalty 4719.672802 = -2510849.229803
  nChanged 20
		SP:Iteration 44Q (39965.950000 sec): 3 clusters
  Score: Raw -2515572.460390 + Penalty 4719.672802 = -2510852.787589
  nChanged 13
		SP:Iteration 45Q (39966.230000 sec): 3 clusters
  Score: Raw -2515575.363267 + Penalty 4719.672802 = -2510855.690465
  nChanged 14
		SP:Iteration 46Q (39966.520000 sec): 3 clusters
  Score: Raw -2515578.699695 + Penalty 4719.672802 = -2510859.026893
  nChanged 18
		SP:Iteration 47Q (39966.810000 sec): 3 clusters
  Score: Raw -2515582.267265 + Penalty 4719.672802 = -2510862.594464
  nChanged 16
		SP:Iteration 48Q (39967.100000 sec): 3 clusters
  Score: Raw -2515585.570842 + Penalty 4719.672802 = -2510865.898040
  nChanged 21
		SP:Iteration 49Q (39967.390000 sec): 3 clusters
  Score: Raw -2515589.455587 + Penalty 4719.672802 = -2510869.782785
  nChanged 22
		SP:Iteration 50Q (39967.680000 sec): 3 clusters
  Score: Raw -2515595.042853 + Penalty 4719.672802 = -2510875.370051
  nChanged 29
		SP:Iteration 51Q (39967.970000 sec): 3 clusters
  Score: Raw -2515602.706346 + Penalty 4719.672802 = -2510883.033545
  nChanged 27
		SP:Iteration 52Q (39968.270000 sec): 3 clusters
  Score: Raw -2515607.753581 + Penalty 4719.672802 = -2510888.080779
  nChanged 16
		SP:Iteration 53Q (39968.560000 sec): 3 clusters
  Score: Raw -2515612.765419 + Penalty 4719.672802 = -2510893.092617
  nChanged 24
		SP:Iteration 54Q (39968.860000 sec): 3 clusters
  Score: Raw -2515618.183348 + Penalty 4719.672802 = -2510898.510547
  nChanged 19
		SP:Iteration 55Q (39969.150000 sec): 3 clusters
  Score: Raw -2515622.188252 + Penalty 4719.672802 = -2510902.515450
  nChanged 9
		SP:Iteration 56Q (39969.450000 sec): 3 clusters
  Score: Raw -2515624.226249 + Penalty 4719.672802 = -2510904.553448
  nChanged 9
		SP:Iteration 57Q (39969.740000 sec): 3 clusters
  Score: Raw -2515625.967171 + Penalty 4719.672802 = -2510906.294369
  nChanged 10
		SP:Iteration 58Q (39970.030000 sec): 3 clusters
  Score: Raw -2515628.838308 + Penalty 4719.672802 = -2510909.165506
  nChanged 14
		SP:Iteration 59Q (39970.330000 sec): 3 clusters
  Score: Raw -2515631.832978 + Penalty 4719.672802 = -2510912.160176
  nChanged 16
		SP:Iteration 60F (39970.620000 sec): 3 clusters
  Score: Raw -2515636.461599 + Penalty 4719.672802 = -2510916.788798
  nChanged 16
		SP:Iteration 61Q (39970.920000 sec): 3 clusters
  Score: Raw -2515639.969747 + Penalty 4719.672802 = -2510920.296946
  nChanged 15
		SP:Iteration 62Q (39971.210000 sec): 3 clusters
  Score: Raw -2515643.473191 + Penalty 4719.672802 = -2510923.800389
  nChanged 11
		SP:Iteration 63Q (39971.510000 sec): 3 clusters
  Score: Raw -2515645.649084 + Penalty 4719.672802 = -2510925.976282
  nChanged 11
		SP:Iteration 64Q (39971.800000 sec): 3 clusters
  Score: Raw -2515648.208186 + Penalty 4719.672802 = -2510928.535385
  nChanged 12
		SP:Iteration 65Q (39972.090000 sec): 3 clusters
  Score: Raw -2515651.049701 + Penalty 4719.672802 = -2510931.376899
  nChanged 9
		SP:Iteration 66Q (39972.390000 sec): 3 clusters
  Score: Raw -2515652.854255 + Penalty 4719.672802 = -2510933.181454
  nChanged 8
		SP:Iteration 67Q (39972.680000 sec): 3 clusters
  Score: Raw -2515654.528562 + Penalty 4719.672802 = -2510934.855760
  nChanged 11
		SP:Iteration 68Q (39972.980000 sec): 3 clusters
  Score: Raw -2515657.370500 + Penalty 4719.672802 = -2510937.697698
  nChanged 14
		SP:Iteration 69Q (39973.270000 sec): 3 clusters
  Score: Raw -2515659.782678 + Penalty 4719.672802 = -2510940.109876
  nChanged 13
		SP:Iteration 70Q (39973.570000 sec): 3 clusters
  Score: Raw -2515662.780576 + Penalty 4719.672802 = -2510943.107775
  nChanged 12
		SP:Iteration 71Q (39973.860000 sec): 3 clusters
  Score: Raw -2515665.512177 + Penalty 4719.672802 = -2510945.839375
  nChanged 12
		SP:Iteration 72Q (39974.150000 sec): 3 clusters
  Score: Raw -2515667.941049 + Penalty 4719.672802 = -2510948.268248
  nChanged 11
		SP:Iteration 73Q (39974.450000 sec): 3 clusters
  Score: Raw -2515669.682343 + Penalty 4719.672802 = -2510950.009542
  nChanged 11
		SP:Iteration 74Q (39974.750000 sec): 3 clusters
  Score: Raw -2515672.242798 + Penalty 4719.672802 = -2510952.569996
  nChanged 5
		SP:Iteration 75Q (39975.030000 sec): 3 clusters
  Score: Raw -2515674.123512 + Penalty 4719.672802 = -2510954.450711
  nChanged 4
		SP:Iteration 76Q (39975.330000 sec): 3 clusters
  Score: Raw -2515675.064894 + Penalty 4719.672802 = -2510955.392093
  nChanged 4
		SP:Iteration 77Q (39975.630000 sec): 3 clusters
  Score: Raw -2515675.530012 + Penalty 4719.672802 = -2510955.857210
  nChanged 4
		SP:Iteration 78Q (39975.920000 sec): 3 clusters
  Score: Raw -2515676.682916 + Penalty 4719.672802 = -2510957.010115
  nChanged 6
		SP:Iteration 79Q (39976.210000 sec): 3 clusters
  Score: Raw -2515677.884957 + Penalty 4719.672802 = -2510958.212156
  nChanged 4
		SP:Iteration 80F (39976.510000 sec): 3 clusters
  Score: Raw -2515678.765436 + Penalty 4719.672802 = -2510959.092634
  nChanged 4
		SP:Iteration 81Q (39976.800000 sec): 3 clusters
  Score: Raw -2515679.546207 + Penalty 4719.672802 = -2510959.873406
  nChanged 2
		SP:Iteration 82Q (39977.100000 sec): 3 clusters
  Score: Raw -2515679.851714 + Penalty 4719.672802 = -2510960.178913
  nChanged 2
		SP:Iteration 83Q (39977.390000 sec): 3 clusters
  Score: Raw -2515680.036377 + Penalty 4719.672802 = -2510960.363575
  nChanged 0
		SP:Iteration 84F (39977.690000 sec): 3 clusters
  Score: Raw -2515680.036377 + Penalty 4719.672802 = -2510960.363575
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39978.910000 sec): 2 clusters
  Score: Raw -37597798.982876 + Penalty 3039.325224 = -37594759.657651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39980.800000 sec): 3 clusters
  Score: Raw -37459942.574134 + Penalty 6078.650449 = -37453863.923686
  nChanged 100995
		SP:Iteration 1F (39982.520000 sec): 3 clusters
  Score: Raw -37520147.087835 + Penalty 6078.650449 = -37514068.437386
  nChanged 7841
		SP:Iteration 2Q (39984.380000 sec): 3 clusters
  Score: Raw -37522621.857830 + Penalty 6078.650449 = -37516543.207382
  nChanged 9839
		SP:Iteration 3Q (39986.430000 sec): 3 clusters
  Score: Raw -37526734.578246 + Penalty 6078.650449 = -37520655.927797
  nChanged 12583
		SP:Iteration 4F (39988.290000 sec): 3 clusters
  Score: Raw -37533492.071554 + Penalty 6078.650449 = -37527413.421105
  nChanged 15129
		SP:Iteration 5F (39990.160000 sec): 3 clusters
  Score: Raw -37543565.556392 + Penalty 6078.650449 = -37537486.905943
  nChanged 16581
		SP:Iteration 6F (39992.050000 sec): 3 clusters
  Score: Raw -37556593.385214 + Penalty 6078.650449 = -37550514.734765
  nChanged 16189
		SP:Iteration 7F (39993.960000 sec): 3 clusters
  Score: Raw -37570964.533115 + Penalty 6078.650449 = -37564885.882666
  nChanged 13378
		SP:Iteration 8F (39995.840000 sec): 3 clusters
  Score: Raw -37583529.409894 + Penalty 6078.650449 = -37577450.759446
  nChanged 8774
		SP:Iteration 9Q (39997.860000 sec): 3 clusters
  Score: Raw -37591966.881807 + Penalty 6078.650449 = -37585888.231359
  nChanged 4318
		SP:Iteration 10Q (39999.720000 sec): 3 clusters
  Score: Raw -37596004.615981 + Penalty 6078.650449 = -37589925.965533
  nChanged 1521
		SP:Iteration 11Q (40001.470000 sec): 3 clusters
  Score: Raw -37597387.067472 + Penalty 6078.650449 = -37591308.417024
  nChanged 441
		SP:Iteration 12Q (40003.160000 sec): 3 clusters
  Score: Raw -37597832.530548 + Penalty 6078.650449 = -37591753.880099
  nChanged 130
		SP:Iteration 13Q (40004.730000 sec): 3 clusters
  Score: Raw -37597976.098354 + Penalty 6078.650449 = -37591897.447905
  nChanged 50
		SP:Iteration 14Q (40006.350000 sec): 3 clusters
  Score: Raw -37598053.803636 + Penalty 6078.650449 = -37591975.153188
  nChanged 34
		SP:Iteration 15Q (40008.030000 sec): 3 clusters
  Score: Raw -37598104.479454 + Penalty 6078.650449 = -37592025.829005
  nChanged 19
		SP:Iteration 16Q (40009.770000 sec): 3 clusters
  Score: Raw -37598131.849530 + Penalty 6078.650449 = -37592053.199082
  nChanged 6
		SP:Iteration 17Q (40011.510000 sec): 3 clusters
  Score: Raw -37598142.067962 + Penalty 6078.650449 = -37592063.417514
  nChanged 7
		SP:Iteration 18Q (40013.210000 sec): 3 clusters
  Score: Raw -37598151.891598 + Penalty 6078.650449 = -37592073.241149
  nChanged 6
		SP:Iteration 19Q (40014.970000 sec): 3 clusters
  Score: Raw -37598159.905024 + Penalty 6078.650449 = -37592081.254576
  nChanged 3
		SP:Iteration 20F (40016.850000 sec): 3 clusters
  Score: Raw -37598163.800475 + Penalty 6078.650449 = -37592085.150026
  nChanged 3
		SP:Iteration 21Q (40018.560000 sec): 3 clusters
  Score: Raw -37598169.141744 + Penalty 6078.650449 = -37592090.491296
  nChanged 2
		SP:Iteration 22Q (40020.260000 sec): 3 clusters
  Score: Raw -37598171.436504 + Penalty 6078.650449 = -37592092.786056
  nChanged 1
		SP:Iteration 23Q (40021.900000 sec): 3 clusters
  Score: Raw -37598174.873572 + Penalty 6078.650449 = -37592096.223124
  nChanged 2
		SP:Iteration 24Q (40023.640000 sec): 3 clusters
  Score: Raw -37598178.045918 + Penalty 6078.650449 = -37592099.395469
  nChanged 1
		SP:Iteration 25Q (40025.360000 sec): 3 clusters
  Score: Raw -37598178.886736 + Penalty 6078.650449 = -37592100.236288
  nChanged 0
		SP:Iteration 26F (40027.190000 sec): 3 clusters
  Score: Raw -37598178.886736 + Penalty 6078.650449 = -37592100.236288
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40027.440000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40027.780000 sec): 3 clusters
  Score: Raw -3595494.941335 + Penalty 4936.400600 = -3590558.540736
  nChanged 9315
		SP:Iteration 1F (40028.120000 sec): 3 clusters
  Score: Raw -3600553.498163 + Penalty 4936.400600 = -3595617.097564
  nChanged 1103
		SP:Iteration 2F (40028.450000 sec): 3 clusters
  Score: Raw -3600960.067337 + Penalty 4936.400600 = -3596023.666737
  nChanged 966
		SP:Iteration 3Q (40028.790000 sec): 3 clusters
  Score: Raw -3601314.856736 + Penalty 4936.400600 = -3596378.456137
  nChanged 890
		SP:Iteration 4Q (40029.130000 sec): 3 clusters
  Score: Raw -3601696.886598 + Penalty 4936.400600 = -3596760.485999
  nChanged 906
		SP:Iteration 5Q (40029.480000 sec): 3 clusters
  Score: Raw -3602181.528332 + Penalty 4936.400600 = -3597245.127733
  nChanged 1116
		SP:Iteration 6F (40029.790000 sec): 3 clusters
  Score: Raw -3602912.606796 + Penalty 4936.400600 = -3597976.206196
  nChanged 1178
		SP:Iteration 7F (40030.100000 sec): 3 clusters
  Score: Raw -3603802.911496 + Penalty 4936.400600 = -3598866.510896
  nChanged 1272
		SP:Iteration 8F (40030.420000 sec): 3 clusters
  Score: Raw -3604919.458255 + Penalty 4936.400600 = -3599983.057656
  nChanged 1351
		SP:Iteration 9F (40030.770000 sec): 3 clusters
  Score: Raw -3606278.439539 + Penalty 4936.400600 = -3601342.038939
  nChanged 1364
		SP:Iteration 10F (40031.080000 sec): 3 clusters
  Score: Raw -3607560.893688 + Penalty 4936.400600 = -3602624.493088
  nChanged 1210
		SP:Iteration 11F (40031.400000 sec): 3 clusters
  Score: Raw -3608589.944341 + Penalty 4936.400600 = -3603653.543742
  nChanged 978
		SP:Iteration 12Q (40031.670000 sec): 3 clusters
  Score: Raw -3609213.561076 + Penalty 4936.400600 = -3604277.160477
  nChanged 651
		SP:Iteration 13Q (40031.990000 sec): 3 clusters
  Score: Raw -3609520.679986 + Penalty 4936.400600 = -3604584.279387
  nChanged 396
		SP:Iteration 14Q (40032.300000 sec): 3 clusters
  Score: Raw -3609661.572517 + Penalty 4936.400600 = -3604725.171917
  nChanged 305
		SP:Iteration 15Q (40032.670000 sec): 3 clusters
  Score: Raw -3609757.913100 + Penalty 4936.400600 = -3604821.512500
  nChanged 236
		SP:Iteration 16Q (40033.010000 sec): 3 clusters
  Score: Raw -3609820.969404 + Penalty 4936.400600 = -3604884.568804
  nChanged 194
		SP:Iteration 17Q (40033.360000 sec): 3 clusters
  Score: Raw -3609867.425290 + Penalty 4936.400600 = -3604931.024690
  nChanged 143
		SP:Iteration 18Q (40033.700000 sec): 3 clusters
  Score: Raw -3609899.351952 + Penalty 4936.400600 = -3604962.951352
  nChanged 119
		SP:Iteration 19Q (40034.050000 sec): 3 clusters
  Score: Raw -3609919.066849 + Penalty 4936.400600 = -3604982.666249
  nChanged 77
		SP:Iteration 20F (40034.390000 sec): 3 clusters
  Score: Raw -3609929.491988 + Penalty 4936.400600 = -3604993.091388
  nChanged 58
		SP:Iteration 21Q (40034.730000 sec): 3 clusters
  Score: Raw -3609937.103808 + Penalty 4936.400600 = -3605000.703209
  nChanged 56
		SP:Iteration 22Q (40035.040000 sec): 3 clusters
  Score: Raw -3609944.353474 + Penalty 4936.400600 = -3605007.952875
  nChanged 42
		SP:Iteration 23Q (40035.370000 sec): 3 clusters
  Score: Raw -3609949.893848 + Penalty 4936.400600 = -3605013.493248
  nChanged 47
		SP:Iteration 24Q (40035.670000 sec): 3 clusters
  Score: Raw -3609956.420185 + Penalty 4936.400600 = -3605020.019586
  nChanged 39
		SP:Iteration 25Q (40036.060000 sec): 3 clusters
  Score: Raw -3609961.110958 + Penalty 4936.400600 = -3605024.710359
  nChanged 32
		SP:Iteration 26Q (40036.330000 sec): 3 clusters
  Score: Raw -3609965.046263 + Penalty 4936.400600 = -3605028.645663
  nChanged 31
		SP:Iteration 27Q (40036.670000 sec): 3 clusters
  Score: Raw -3609968.620695 + Penalty 4936.400600 = -3605032.220095
  nChanged 23
		SP:Iteration 28Q (40037.010000 sec): 3 clusters
  Score: Raw -3609970.885537 + Penalty 4936.400600 = -3605034.484938
  nChanged 23
		SP:Iteration 29Q (40037.350000 sec): 3 clusters
  Score: Raw -3609973.619309 + Penalty 4936.400600 = -3605037.218709
  nChanged 23
		SP:Iteration 30Q (40037.690000 sec): 3 clusters
  Score: Raw -3609975.685029 + Penalty 4936.400600 = -3605039.284430
  nChanged 17
		SP:Iteration 31Q (40038.030000 sec): 3 clusters
  Score: Raw -3609977.053104 + Penalty 4936.400600 = -3605040.652504
  nChanged 12
		SP:Iteration 32Q (40038.370000 sec): 3 clusters
  Score: Raw -3609978.011503 + Penalty 4936.400600 = -3605041.610903
  nChanged 8
		SP:Iteration 33Q (40038.710000 sec): 3 clusters
  Score: Raw -3609978.617106 + Penalty 4936.400600 = -3605042.216506
  nChanged 5
		SP:Iteration 34Q (40039.050000 sec): 3 clusters
  Score: Raw -3609978.956770 + Penalty 4936.400600 = -3605042.556170
  nChanged 3
		SP:Iteration 35Q (40039.390000 sec): 3 clusters
  Score: Raw -3609979.174496 + Penalty 4936.400600 = -3605042.773897
  nChanged 2
		SP:Iteration 36Q (40039.710000 sec): 3 clusters
  Score: Raw -3609979.422083 + Penalty 4936.400600 = -3605043.021484
  nChanged 7
		SP:Iteration 37Q (40039.980000 sec): 3 clusters
  Score: Raw -3609980.053701 + Penalty 4936.400600 = -3605043.653101
  nChanged 5
		SP:Iteration 38Q (40040.230000 sec): 3 clusters
  Score: Raw -3609980.531695 + Penalty 4936.400600 = -3605044.131095
  nChanged 3
		SP:Iteration 39Q (40040.570000 sec): 3 clusters
  Score: Raw -3609980.774077 + Penalty 4936.400600 = -3605044.373477
  nChanged 4
		SP:Iteration 40F (40040.860000 sec): 3 clusters
  Score: Raw -3609981.103836 + Penalty 4936.400600 = -3605044.703237
  nChanged 6
		SP:Iteration 41Q (40041.200000 sec): 3 clusters
  Score: Raw -3609981.685136 + Penalty 4936.400600 = -3605045.284537
  nChanged 3
		SP:Iteration 42Q (40041.540000 sec): 3 clusters
  Score: Raw -3609982.010197 + Penalty 4936.400600 = -3605045.609597
  nChanged 4
		SP:Iteration 43Q (40041.880000 sec): 3 clusters
  Score: Raw -3609982.345095 + Penalty 4936.400600 = -3605045.944495
  nChanged 5
		SP:Iteration 44Q (40042.220000 sec): 3 clusters
  Score: Raw -3609982.768784 + Penalty 4936.400600 = -3605046.368185
  nChanged 7
		SP:Iteration 45Q (40042.560000 sec): 3 clusters
  Score: Raw -3609983.313215 + Penalty 4936.400600 = -3605046.912616
  nChanged 6
		SP:Iteration 46Q (40042.900000 sec): 3 clusters
  Score: Raw -3609983.808960 + Penalty 4936.400600 = -3605047.408360
  nChanged 4
		SP:Iteration 47Q (40043.240000 sec): 3 clusters
  Score: Raw -3609984.066854 + Penalty 4936.400600 = -3605047.666254
  nChanged 1
		SP:Iteration 48Q (40043.510000 sec): 3 clusters
  Score: Raw -3609984.118625 + Penalty 4936.400600 = -3605047.718026
  nChanged 1
		SP:Iteration 49Q (40043.760000 sec): 3 clusters
  Score: Raw -3609984.172958 + Penalty 4936.400600 = -3605047.772358
  nChanged 0
		SP:Iteration 50F (40044.160000 sec): 3 clusters
  Score: Raw -3609984.172958 + Penalty 4936.400600 = -3605047.772358
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40044.730000 sec): 2 clusters
  Score: Raw -17094367.122102 + Penalty 2845.001564 = -17091522.120538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40045.690000 sec): 3 clusters
  Score: Raw -17033118.638583 + Penalty 5690.003129 = -17027428.635454
  nChanged 45284
		SP:Iteration 1F (40046.630000 sec): 3 clusters
  Score: Raw -17058736.038945 + Penalty 5690.003129 = -17053046.035816
  nChanged 3230
		SP:Iteration 2Q (40047.650000 sec): 3 clusters
  Score: Raw -17059506.064238 + Penalty 5690.003129 = -17053816.061110
  nChanged 3335
		SP:Iteration 3Q (40048.660000 sec): 3 clusters
  Score: Raw -17060439.941728 + Penalty 5690.003129 = -17054749.938599
  nChanged 3850
		SP:Iteration 4Q (40049.710000 sec): 3 clusters
  Score: Raw -17061781.253644 + Penalty 5690.003129 = -17056091.250515
  nChanged 4801
		SP:Iteration 5F (40050.640000 sec): 3 clusters
  Score: Raw -17063979.453797 + Penalty 5690.003129 = -17058289.450668
  nChanged 5994
		SP:Iteration 6F (40051.610000 sec): 3 clusters
  Score: Raw -17067551.127276 + Penalty 5690.003129 = -17061861.124147
  nChanged 7115
		SP:Iteration 7F (40052.540000 sec): 3 clusters
  Score: Raw -17072731.653216 + Penalty 5690.003129 = -17067041.650088
  nChanged 7422
		SP:Iteration 8F (40053.520000 sec): 3 clusters
  Score: Raw -17078883.676237 + Penalty 5690.003129 = -17073193.673108
  nChanged 6453
		SP:Iteration 9F (40054.390000 sec): 3 clusters
  Score: Raw -17084613.605016 + Penalty 5690.003129 = -17078923.601887
  nChanged 4685
		SP:Iteration 10Q (40055.320000 sec): 3 clusters
  Score: Raw -17088876.862906 + Penalty 5690.003129 = -17083186.859777
  nChanged 2928
		SP:Iteration 11Q (40056.250000 sec): 3 clusters
  Score: Raw -17091581.547834 + Penalty 5690.003129 = -17085891.544705
  nChanged 1606
		SP:Iteration 12Q (40057.110000 sec): 3 clusters
  Score: Raw -17093066.588639 + Penalty 5690.003129 = -17087376.585510
  nChanged 858
		SP:Iteration 13Q (40058.010000 sec): 3 clusters
  Score: Raw -17093837.184492 + Penalty 5690.003129 = -17088147.181364
  nChanged 416
		SP:Iteration 14Q (40058.910000 sec): 3 clusters
  Score: Raw -17094189.044115 + Penalty 5690.003129 = -17088499.040986
  nChanged 229
		SP:Iteration 15Q (40059.810000 sec): 3 clusters
  Score: Raw -17094396.074882 + Penalty 5690.003129 = -17088706.071754
  nChanged 152
		SP:Iteration 16Q (40060.640000 sec): 3 clusters
  Score: Raw -17094519.346249 + Penalty 5690.003129 = -17088829.343120
  nChanged 76
		SP:Iteration 17Q (40061.520000 sec): 3 clusters
  Score: Raw -17094591.263936 + Penalty 5690.003129 = -17088901.260808
  nChanged 64
		SP:Iteration 18Q (40062.370000 sec): 3 clusters
  Score: Raw -17094640.860850 + Penalty 5690.003129 = -17088950.857721
  nChanged 34
		SP:Iteration 19Q (40063.210000 sec): 3 clusters
  Score: Raw -17094667.547878 + Penalty 5690.003129 = -17088977.544750
  nChanged 23
		SP:Iteration 20F (40064.060000 sec): 3 clusters
  Score: Raw -17094683.882559 + Penalty 5690.003129 = -17088993.879430
  nChanged 21
		SP:Iteration 21Q (40064.900000 sec): 3 clusters
  Score: Raw -17094699.300950 + Penalty 5690.003129 = -17089009.297821
  nChanged 17
		SP:Iteration 22Q (40065.770000 sec): 3 clusters
  Score: Raw -17094713.246829 + Penalty 5690.003129 = -17089023.243700
  nChanged 12
		SP:Iteration 23Q (40066.650000 sec): 3 clusters
  Score: Raw -17094722.377817 + Penalty 5690.003129 = -17089032.374688
  nChanged 12
		SP:Iteration 24Q (40067.570000 sec): 3 clusters
  Score: Raw -17094730.836980 + Penalty 5690.003129 = -17089040.833852
  nChanged 9
		SP:Iteration 25Q (40068.370000 sec): 3 clusters
  Score: Raw -17094736.104790 + Penalty 5690.003129 = -17089046.101661
  nChanged 6
		SP:Iteration 26Q (40069.200000 sec): 3 clusters
  Score: Raw -17094740.999999 + Penalty 5690.003129 = -17089050.996871
  nChanged 8
		SP:Iteration 27Q (40070.040000 sec): 3 clusters
  Score: Raw -17094748.097843 + Penalty 5690.003129 = -17089058.094714
  nChanged 7
		SP:Iteration 28Q (40070.870000 sec): 3 clusters
  Score: Raw -17094753.856788 + Penalty 5690.003129 = -17089063.853659
  nChanged 5
		SP:Iteration 29Q (40071.650000 sec): 3 clusters
  Score: Raw -17094758.617976 + Penalty 5690.003129 = -17089068.614848
  nChanged 10
		SP:Iteration 30Q (40072.500000 sec): 3 clusters
  Score: Raw -17094764.151846 + Penalty 5690.003129 = -17089074.148717
  nChanged 5
		SP:Iteration 31Q (40073.310000 sec): 3 clusters
  Score: Raw -17094766.758055 + Penalty 5690.003129 = -17089076.754926
  nChanged 4
		SP:Iteration 32Q (40074.100000 sec): 3 clusters
  Score: Raw -17094769.476938 + Penalty 5690.003129 = -17089079.473809
  nChanged 4
		SP:Iteration 33Q (40074.940000 sec): 3 clusters
  Score: Raw -17094772.116591 + Penalty 5690.003129 = -17089082.113462
  nChanged 4
		SP:Iteration 34Q (40075.780000 sec): 3 clusters
  Score: Raw -17094776.240612 + Penalty 5690.003129 = -17089086.237484
  nChanged 7
		SP:Iteration 35Q (40076.610000 sec): 3 clusters
  Score: Raw -17094782.302645 + Penalty 5690.003129 = -17089092.299516
  nChanged 6
		SP:Iteration 36Q (40077.480000 sec): 3 clusters
  Score: Raw -17094787.038512 + Penalty 5690.003129 = -17089097.035383
  nChanged 7
		SP:Iteration 37Q (40078.360000 sec): 3 clusters
  Score: Raw -17094793.031534 + Penalty 5690.003129 = -17089103.028405
  nChanged 5
		SP:Iteration 38Q (40079.230000 sec): 3 clusters
  Score: Raw -17094796.491518 + Penalty 5690.003129 = -17089106.488389
  nChanged 4
		SP:Iteration 39Q (40080.100000 sec): 3 clusters
  Score: Raw -17094799.093192 + Penalty 5690.003129 = -17089109.090063
  nChanged 3
		SP:Iteration 40F (40081.050000 sec): 3 clusters
  Score: Raw -17094802.399794 + Penalty 5690.003129 = -17089112.396665
  nChanged 2
		SP:Iteration 41Q (40081.880000 sec): 3 clusters
  Score: Raw -17094804.170761 + Penalty 5690.003129 = -17089114.167632
  nChanged 6
		SP:Iteration 42Q (40082.720000 sec): 3 clusters
  Score: Raw -17094808.992320 + Penalty 5690.003129 = -17089118.989191
  nChanged 5
		SP:Iteration 43Q (40083.590000 sec): 3 clusters
  Score: Raw -17094812.674389 + Penalty 5690.003129 = -17089122.671260
  nChanged 2
		SP:Iteration 44Q (40084.460000 sec): 3 clusters
  Score: Raw -17094813.547503 + Penalty 5690.003129 = -17089123.544374
  nChanged 0
		SP:Iteration 45F (40085.410000 sec): 3 clusters
  Score: Raw -17094813.547503 + Penalty 5690.003129 = -17089123.544374
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40085.500000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40085.680000 sec): 3 clusters
  Score: Raw -82593.026149 + Penalty 3110.410262 = -79482.615886
  nChanged 113
		SP:Iteration 1F (40085.860000 sec): 3 clusters
  Score: Raw -82846.575824 + Penalty 3110.410262 = -79736.165562
  nChanged 31
		SP:Iteration 2F (40086.030000 sec): 3 clusters
  Score: Raw -82946.977623 + Penalty 3110.410262 = -79836.567361
  nChanged 16
		SP:Iteration 3Q (40086.210000 sec): 3 clusters
  Score: Raw -82982.394078 + Penalty 3110.410262 = -79871.983815
  nChanged 10
		SP:Iteration 4Q (40086.380000 sec): 3 clusters
  Score: Raw -83021.603537 + Penalty 3110.410262 = -79911.193275
  nChanged 12
		SP:Iteration 5Q (40086.560000 sec): 3 clusters
  Score: Raw -83059.313185 + Penalty 3110.410262 = -79948.902923
  nChanged 8
		SP:Iteration 6Q (40086.740000 sec): 3 clusters
  Score: Raw -83078.354104 + Penalty 3110.410262 = -79967.943842
  nChanged 3
		SP:Iteration 7Q (40086.910000 sec): 3 clusters
  Score: Raw -83087.656285 + Penalty 3110.410262 = -79977.246023
  nChanged 2
		SP:Iteration 8Q (40087.090000 sec): 3 clusters
  Score: Raw -83089.227703 + Penalty 3110.410262 = -79978.817441
  nChanged 1
		SP:Iteration 9Q (40087.260000 sec): 3 clusters
  Score: Raw -83090.917488 + Penalty 3110.410262 = -79980.507226
  nChanged 0
		SP:Iteration 10F (40087.440000 sec): 3 clusters
  Score: Raw -83090.917488 + Penalty 3110.410262 = -79980.507226
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40087.520000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40087.700000 sec): 3 clusters
  Score: Raw -34317.269308 + Penalty 2645.028521 = -31672.240787
  nChanged 27
		SP:Iteration 1F (40087.880000 sec): 3 clusters
  Score: Raw -34398.927313 + Penalty 2645.028521 = -31753.898792
  nChanged 6
		SP:Iteration 2Q (40088.050000 sec): 3 clusters
  Score: Raw -34421.099434 + Penalty 2645.028521 = -31776.070913
  nChanged 3
		SP:Iteration 3Q (40088.230000 sec): 3 clusters
  Score: Raw -34431.227197 + Penalty 2645.028521 = -31786.198676
  nChanged 2
		SP:Iteration 4Q (40088.400000 sec): 3 clusters
  Score: Raw -34444.562016 + Penalty 2645.028521 = -31799.533494
  nChanged 1
		SP:Iteration 5Q (40088.580000 sec): 3 clusters
  Score: Raw -34451.075706 + Penalty 2645.028521 = -31806.047185
  nChanged 0
		SP:Iteration 6F (40088.760000 sec): 3 clusters
  Score: Raw -34451.075706 + Penalty 2645.028521 = -31806.047185
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40088.840000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40089.020000 sec): 3 clusters
  Score: Raw -18341.056282 + Penalty 2331.438261 = -16009.618021
  nChanged 1
		SP:Iteration 1Q (40089.200000 sec): 3 clusters
  Score: Raw -18355.076271 + Penalty 2331.438261 = -16023.638009
  nChanged 1
		SP:Iteration 2Q (40089.370000 sec): 3 clusters
  Score: Raw -18359.443115 + Penalty 2331.438261 = -16028.004854
  nChanged 0
		SP:Iteration 3F (40089.550000 sec): 3 clusters
  Score: Raw -18359.443115 + Penalty 2331.438261 = -16028.004854
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40089.640000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40089.810000 sec): 3 clusters
  Score: Raw -79072.310523 + Penalty 3061.163496 = -76011.147027
  nChanged 77
		SP:Iteration 1F (40089.990000 sec): 3 clusters
  Score: Raw -79215.616102 + Penalty 3061.163496 = -76154.452606
  nChanged 20
		SP:Iteration 2Q (40090.160000 sec): 3 clusters
  Score: Raw -79271.284054 + Penalty 3061.163496 = -76210.120558
  nChanged 16
		SP:Iteration 3Q (40090.340000 sec): 3 clusters
  Score: Raw -79320.417388 + Penalty 3061.163496 = -76259.253891
  nChanged 8
		SP:Iteration 4Q (40090.520000 sec): 3 clusters
  Score: Raw -79343.420449 + Penalty 3061.163496 = -76282.256953
  nChanged 1
		SP:Iteration 5Q (40090.690000 sec): 3 clusters
  Score: Raw -79345.537705 + Penalty 3061.163496 = -76284.374209
  nChanged 1
		SP:Iteration 6Q (40090.870000 sec): 3 clusters
  Score: Raw -79347.362047 + Penalty 3061.163496 = -76286.198551
  nChanged 0
		SP:Iteration 7F (40091.040000 sec): 3 clusters
  Score: Raw -79347.362047 + Penalty 3061.163496 = -76286.198551
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40091.130000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40091.310000 sec): 3 clusters
  Score: Raw -132140.930422 + Penalty 3295.965121 = -128844.965301
  nChanged 164
		SP:Iteration 1F (40091.480000 sec): 3 clusters
  Score: Raw -132359.547451 + Penalty 3295.965121 = -129063.582330
  nChanged 44
		SP:Iteration 2F (40091.660000 sec): 3 clusters
  Score: Raw -132423.581708 + Penalty 3295.965121 = -129127.616588
  nChanged 20
		SP:Iteration 3Q (40091.840000 sec): 3 clusters
  Score: Raw -132446.831339 + Penalty 3295.965121 = -129150.866218
  nChanged 11
		SP:Iteration 4Q (40092.010000 sec): 3 clusters
  Score: Raw -132461.408018 + Penalty 3295.965121 = -129165.442897
  nChanged 7
		SP:Iteration 5Q (40092.190000 sec): 3 clusters
  Score: Raw -132475.153981 + Penalty 3295.965121 = -129179.188861
  nChanged 14
		SP:Iteration 6Q (40092.360000 sec): 3 clusters
  Score: Raw -132491.380579 + Penalty 3295.965121 = -129195.415458
  nChanged 11
		SP:Iteration 7Q (40092.540000 sec): 3 clusters
  Score: Raw -132507.127306 + Penalty 3295.965121 = -129211.162185
  nChanged 4
		SP:Iteration 8Q (40092.710000 sec): 3 clusters
  Score: Raw -132512.300658 + Penalty 3295.965121 = -129216.335537
  nChanged 1
		SP:Iteration 9Q (40092.890000 sec): 3 clusters
  Score: Raw -132515.794432 + Penalty 3295.965121 = -129219.829311
  nChanged 5
		SP:Iteration 10Q (40093.060000 sec): 3 clusters
  Score: Raw -132523.404855 + Penalty 3295.965121 = -129227.439734
  nChanged 3
		SP:Iteration 11Q (40093.160000 sec): 3 clusters
  Score: Raw -132528.589079 + Penalty 3295.965121 = -129232.623958
  nChanged 1
		SP:Iteration 12Q (40093.180000 sec): 3 clusters
  Score: Raw -132529.961694 + Penalty 3295.965121 = -129233.996573
  nChanged 2
		SP:Iteration 13Q (40093.210000 sec): 3 clusters
  Score: Raw -132532.644609 + Penalty 3295.965121 = -129236.679489
  nChanged 2
		SP:Iteration 14Q (40093.230000 sec): 3 clusters
  Score: Raw -132535.955992 + Penalty 3295.965121 = -129239.990871
  nChanged 2
		SP:Iteration 15Q (40093.260000 sec): 3 clusters
  Score: Raw -132539.347141 + Penalty 3295.965121 = -129243.382020
  nChanged 0
		SP:Iteration 16F (40093.280000 sec): 3 clusters
  Score: Raw -132539.347141 + Penalty 3295.965121 = -129243.382020
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40093.310000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40093.320000 sec): 3 clusters
  Score: Raw -21851.697469 + Penalty 2661.524103 = -19190.173365
  nChanged 21
		SP:Iteration 1F (40093.330000 sec): 3 clusters
  Score: Raw -21933.642709 + Penalty 2661.524103 = -19272.118606
  nChanged 10
		SP:Iteration 2Q (40093.340000 sec): 3 clusters
  Score: Raw -21963.145634 + Penalty 2661.524103 = -19301.621530
  nChanged 3
		SP:Iteration 3Q (40093.340000 sec): 3 clusters
  Score: Raw -21968.577045 + Penalty 2661.524103 = -19307.052941
  nChanged 2
		SP:Iteration 4Q (40093.350000 sec): 3 clusters
  Score: Raw -21973.948837 + Penalty 2661.524103 = -19312.424733
  nChanged 0
		SP:Iteration 5F (40093.360000 sec): 3 clusters
  Score: Raw -21973.948837 + Penalty 2661.524103 = -19312.424733
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40093.400000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40093.420000 sec): 3 clusters
  Score: Raw -134290.321463 + Penalty 3288.818959 = -131001.502504
  nChanged 162
		SP:Iteration 1F (40093.440000 sec): 3 clusters
  Score: Raw -134518.631702 + Penalty 3288.818959 = -131229.812743
  nChanged 44
		SP:Iteration 2F (40093.470000 sec): 3 clusters
  Score: Raw -134590.562968 + Penalty 3288.818959 = -131301.744009
  nChanged 23
		SP:Iteration 3Q (40093.490000 sec): 3 clusters
  Score: Raw -134626.432949 + Penalty 3288.818959 = -131337.613990
  nChanged 12
		SP:Iteration 4Q (40093.520000 sec): 3 clusters
  Score: Raw -134643.756605 + Penalty 3288.818959 = -131354.937646
  nChanged 4
		SP:Iteration 5Q (40093.540000 sec): 3 clusters
  Score: Raw -134648.847385 + Penalty 3288.818959 = -131360.028425
  nChanged 2
		SP:Iteration 6Q (40093.560000 sec): 3 clusters
  Score: Raw -134651.790545 + Penalty 3288.818959 = -131362.971586
  nChanged 0
		SP:Iteration 7F (40093.590000 sec): 3 clusters
  Score: Raw -134651.790545 + Penalty 3288.818959 = -131362.971586
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40093.650000 sec): 2 clusters
  Score: Raw -271477.945772 + Penalty 1824.040476 = -269653.905295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40093.690000 sec): 3 clusters
  Score: Raw -270959.566440 + Penalty 3648.080953 = -267311.485487
  nChanged 480
		SP:Iteration 1F (40093.730000 sec): 3 clusters
  Score: Raw -271409.565132 + Penalty 3648.080953 = -267761.484180
  nChanged 136
		SP:Iteration 2F (40093.770000 sec): 3 clusters
  Score: Raw -271568.727432 + Penalty 3648.080953 = -267920.646479
  nChanged 86
		SP:Iteration 3F (40093.820000 sec): 3 clusters
  Score: Raw -271663.399317 + Penalty 3648.080953 = -268015.318364
  nChanged 65
		SP:Iteration 4Q (40093.860000 sec): 3 clusters
  Score: Raw -271721.186315 + Penalty 3648.080953 = -268073.105363
  nChanged 37
		SP:Iteration 5Q (40093.900000 sec): 3 clusters
  Score: Raw -271758.386721 + Penalty 3648.080953 = -268110.305768
  nChanged 25
		SP:Iteration 6Q (40093.940000 sec): 3 clusters
  Score: Raw -271790.342602 + Penalty 3648.080953 = -268142.261650
  nChanged 26
		SP:Iteration 7Q (40093.980000 sec): 3 clusters
  Score: Raw -271816.591341 + Penalty 3648.080953 = -268168.510388
  nChanged 24
		SP:Iteration 8Q (40094.020000 sec): 3 clusters
  Score: Raw -271846.373489 + Penalty 3648.080953 = -268198.292536
  nChanged 21
		SP:Iteration 9Q (40094.060000 sec): 3 clusters
  Score: Raw -271863.532743 + Penalty 3648.080953 = -268215.451791
  nChanged 16
		SP:Iteration 10Q (40094.100000 sec): 3 clusters
  Score: Raw -271879.279464 + Penalty 3648.080953 = -268231.198511
  nChanged 8
		SP:Iteration 11Q (40094.140000 sec): 3 clusters
  Score: Raw -271885.417518 + Penalty 3648.080953 = -268237.336565
  nChanged 5
		SP:Iteration 12Q (40094.190000 sec): 3 clusters
  Score: Raw -271891.331341 + Penalty 3648.080953 = -268243.250388
  nChanged 4
		SP:Iteration 13Q (40094.230000 sec): 3 clusters
  Score: Raw -271894.546008 + Penalty 3648.080953 = -268246.465056
  nChanged 3
		SP:Iteration 14Q (40094.270000 sec): 3 clusters
  Score: Raw -271901.472209 + Penalty 3648.080953 = -268253.391256
  nChanged 5
		SP:Iteration 15Q (40094.310000 sec): 3 clusters
  Score: Raw -271907.603141 + Penalty 3648.080953 = -268259.522188
  nChanged 7
		SP:Iteration 16Q (40094.350000 sec): 3 clusters
  Score: Raw -271913.151865 + Penalty 3648.080953 = -268265.070912
  nChanged 4
		SP:Iteration 17Q (40094.390000 sec): 3 clusters
  Score: Raw -271918.611275 + Penalty 3648.080953 = -268270.530322
  nChanged 3
		SP:Iteration 18Q (40094.430000 sec): 3 clusters
  Score: Raw -271925.139683 + Penalty 3648.080953 = -268277.058730
  nChanged 7
		SP:Iteration 19Q (40094.480000 sec): 3 clusters
  Score: Raw -271932.473274 + Penalty 3648.080953 = -268284.392321
  nChanged 7
		SP:Iteration 20F (40094.520000 sec): 3 clusters
  Score: Raw -271937.961539 + Penalty 3648.080953 = -268289.880586
  nChanged 7
		SP:Iteration 21Q (40094.560000 sec): 3 clusters
  Score: Raw -271944.139000 + Penalty 3648.080953 = -268296.058048
  nChanged 6
		SP:Iteration 22Q (40094.600000 sec): 3 clusters
  Score: Raw -271948.293397 + Penalty 3648.080953 = -268300.212444
  nChanged 7
		SP:Iteration 23Q (40094.680000 sec): 3 clusters
  Score: Raw -271953.600374 + Penalty 3648.080953 = -268305.519421
  nChanged 10
		SP:Iteration 24Q (40094.740000 sec): 3 clusters
  Score: Raw -271965.233977 + Penalty 3648.080953 = -268317.153024
  nChanged 7
		SP:Iteration 25Q (40094.790000 sec): 3 clusters
  Score: Raw -271971.474604 + Penalty 3648.080953 = -268323.393651
  nChanged 3
		SP:Iteration 26Q (40094.830000 sec): 3 clusters
  Score: Raw -271975.474786 + Penalty 3648.080953 = -268327.393833
  nChanged 5
		SP:Iteration 27Q (40094.870000 sec): 3 clusters
  Score: Raw -271979.467064 + Penalty 3648.080953 = -268331.386111
  nChanged 3
		SP:Iteration 28Q (40094.910000 sec): 3 clusters
  Score: Raw -271981.066610 + Penalty 3648.080953 = -268332.985657
  nChanged 4
		SP:Iteration 29Q (40094.950000 sec): 3 clusters
  Score: Raw -271984.334516 + Penalty 3648.080953 = -268336.253563
  nChanged 2
		SP:Iteration 30Q (40094.990000 sec): 3 clusters
  Score: Raw -271985.748817 + Penalty 3648.080953 = -268337.667864
  nChanged 1
		SP:Iteration 31Q (40095.030000 sec): 3 clusters
  Score: Raw -271986.469442 + Penalty 3648.080953 = -268338.388489
  nChanged 0
		SP:Iteration 32F (40095.080000 sec): 3 clusters
  Score: Raw -271986.469442 + Penalty 3648.080953 = -268338.388489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40095.110000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40095.130000 sec): 3 clusters
  Score: Raw -60003.747061 + Penalty 2975.472535 = -57028.274526
  nChanged 70
		SP:Iteration 1F (40095.140000 sec): 3 clusters
  Score: Raw -60238.142119 + Penalty 2975.472535 = -57262.669584
  nChanged 21
		SP:Iteration 2F (40095.160000 sec): 3 clusters
  Score: Raw -60297.388340 + Penalty 2975.472535 = -57321.915805
  nChanged 10
		SP:Iteration 3Q (40095.180000 sec): 3 clusters
  Score: Raw -60326.514047 + Penalty 2975.472535 = -57351.041512
  nChanged 6
		SP:Iteration 4Q (40095.190000 sec): 3 clusters
  Score: Raw -60353.513149 + Penalty 2975.472535 = -57378.040614
  nChanged 1
		SP:Iteration 5Q (40095.200000 sec): 3 clusters
  Score: Raw -60358.927785 + Penalty 2975.472535 = -57383.455251
  nChanged 1
		SP:Iteration 6Q (40095.220000 sec): 3 clusters
  Score: Raw -60361.433298 + Penalty 2975.472535 = -57385.960763
  nChanged 0
		SP:Iteration 7F (40095.240000 sec): 3 clusters
  Score: Raw -60361.433298 + Penalty 2975.472535 = -57385.960763
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40095.290000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40095.320000 sec): 3 clusters
  Score: Raw -185361.158524 + Penalty 3484.225919 = -181876.932605
  nChanged 320
		SP:Iteration 1F (40095.360000 sec): 3 clusters
  Score: Raw -185697.413216 + Penalty 3484.225919 = -182213.187297
  nChanged 79
		SP:Iteration 2F (40095.390000 sec): 3 clusters
  Score: Raw -185778.178669 + Penalty 3484.225919 = -182293.952750
  nChanged 29
		SP:Iteration 3Q (40095.420000 sec): 3 clusters
  Score: Raw -185812.115682 + Penalty 3484.225919 = -182327.889763
  nChanged 23
		SP:Iteration 4Q (40095.450000 sec): 3 clusters
  Score: Raw -185848.708027 + Penalty 3484.225919 = -182364.482107
  nChanged 12
		SP:Iteration 5Q (40095.490000 sec): 3 clusters
  Score: Raw -185874.605264 + Penalty 3484.225919 = -182390.379345
  nChanged 19
		SP:Iteration 6Q (40095.520000 sec): 3 clusters
  Score: Raw -185901.426706 + Penalty 3484.225919 = -182417.200787
  nChanged 19
		SP:Iteration 7Q (40095.550000 sec): 3 clusters
  Score: Raw -185933.436476 + Penalty 3484.225919 = -182449.210557
  nChanged 23
		SP:Iteration 8Q (40095.580000 sec): 3 clusters
  Score: Raw -185963.820526 + Penalty 3484.225919 = -182479.594607
  nChanged 23
		SP:Iteration 9Q (40095.620000 sec): 3 clusters
  Score: Raw -185997.741053 + Penalty 3484.225919 = -182513.515134
  nChanged 22
		SP:Iteration 10Q (40095.650000 sec): 3 clusters
  Score: Raw -186050.685692 + Penalty 3484.225919 = -182566.459773
  nChanged 28
		SP:Iteration 11Q (40095.680000 sec): 3 clusters
  Score: Raw -186120.624834 + Penalty 3484.225919 = -182636.398915
  nChanged 31
		SP:Iteration 12Q (40095.720000 sec): 3 clusters
  Score: Raw -186194.515008 + Penalty 3484.225919 = -182710.289089
  nChanged 24
		SP:Iteration 13Q (40095.750000 sec): 3 clusters
  Score: Raw -186253.880863 + Penalty 3484.225919 = -182769.654943
  nChanged 32
		SP:Iteration 14Q (40095.780000 sec): 3 clusters
  Score: Raw -186336.305839 + Penalty 3484.225919 = -182852.079920
  nChanged 48
		SP:Iteration 15Q (40095.810000 sec): 3 clusters
  Score: Raw -186441.858512 + Penalty 3484.225919 = -182957.632593
  nChanged 39
		SP:Iteration 16Q (40095.840000 sec): 3 clusters
  Score: Raw -186521.127827 + Penalty 3484.225919 = -183036.901908
  nChanged 32
		SP:Iteration 17Q (40095.880000 sec): 3 clusters
  Score: Raw -186578.782118 + Penalty 3484.225919 = -183094.556199
  nChanged 18
		SP:Iteration 18Q (40095.910000 sec): 3 clusters
  Score: Raw -186604.630294 + Penalty 3484.225919 = -183120.404375
  nChanged 7
		SP:Iteration 19Q (40095.940000 sec): 3 clusters
  Score: Raw -186614.021654 + Penalty 3484.225919 = -183129.795735
  nChanged 5
		SP:Iteration 20F (40095.980000 sec): 3 clusters
  Score: Raw -186623.169544 + Penalty 3484.225919 = -183138.943625
  nChanged 3
		SP:Iteration 21Q (40096.010000 sec): 3 clusters
  Score: Raw -186629.182774 + Penalty 3484.225919 = -183144.956855
  nChanged 4
		SP:Iteration 22Q (40096.040000 sec): 3 clusters
  Score: Raw -186634.261653 + Penalty 3484.225919 = -183150.035734
  nChanged 3
		SP:Iteration 23Q (40096.080000 sec): 3 clusters
  Score: Raw -186637.206533 + Penalty 3484.225919 = -183152.980614
  nChanged 1
		SP:Iteration 24Q (40096.100000 sec): 3 clusters
  Score: Raw -186638.419651 + Penalty 3484.225919 = -183154.193732
  nChanged 2
		SP:Iteration 25Q (40096.140000 sec): 3 clusters
  Score: Raw -186640.854388 + Penalty 3484.225919 = -183156.628469
  nChanged 2
		SP:Iteration 26Q (40096.170000 sec): 3 clusters
  Score: Raw -186642.659293 + Penalty 3484.225919 = -183158.433374
  nChanged 1
		SP:Iteration 27Q (40096.200000 sec): 3 clusters
  Score: Raw -186643.717370 + Penalty 3484.225919 = -183159.491451
  nChanged 1
		SP:Iteration 28Q (40096.230000 sec): 3 clusters
  Score: Raw -186646.573963 + Penalty 3484.225919 = -183162.348044
  nChanged 1
		SP:Iteration 29Q (40096.260000 sec): 3 clusters
  Score: Raw -186647.201125 + Penalty 3484.225919 = -183162.975206
  nChanged 0
		SP:Iteration 30F (40096.300000 sec): 3 clusters
  Score: Raw -186647.201125 + Penalty 3484.225919 = -183162.975206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40096.960000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40098.000000 sec): 3 clusters
  Score: Raw -19044052.148457 + Penalty 5708.960592 = -19038343.187865
  nChanged 47121
		SP:Iteration 1F (40098.890000 sec): 3 clusters
  Score: Raw -19071940.883408 + Penalty 5708.960592 = -19066231.922816
  nChanged 4295
		SP:Iteration 2Q (40099.860000 sec): 3 clusters
  Score: Raw -19073436.964798 + Penalty 5708.960592 = -19067728.004206
  nChanged 4796
		SP:Iteration 3Q (40100.960000 sec): 3 clusters
  Score: Raw -19075333.509883 + Penalty 5708.960592 = -19069624.549291
  nChanged 5185
		SP:Iteration 4F (40101.970000 sec): 3 clusters
  Score: Raw -19077691.659306 + Penalty 5708.960592 = -19071982.698714
  nChanged 5550
		SP:Iteration 5F (40102.980000 sec): 3 clusters
  Score: Raw -19080465.759456 + Penalty 5708.960592 = -19074756.798864
  nChanged 5726
		SP:Iteration 6F (40104.040000 sec): 3 clusters
  Score: Raw -19083262.965629 + Penalty 5708.960592 = -19077554.005037
  nChanged 5240
		SP:Iteration 7F (40105.080000 sec): 3 clusters
  Score: Raw -19085484.424112 + Penalty 5708.960592 = -19079775.463520
  nChanged 4351
		SP:Iteration 8Q (40106.110000 sec): 3 clusters
  Score: Raw -19087106.581736 + Penalty 5708.960592 = -19081397.621144
  nChanged 3558
		SP:Iteration 9Q (40107.180000 sec): 3 clusters
  Score: Raw -19088314.054266 + Penalty 5708.960592 = -19082605.093674
  nChanged 2921
		SP:Iteration 10Q (40108.250000 sec): 3 clusters
  Score: Raw -19089300.477275 + Penalty 5708.960592 = -19083591.516683
  nChanged 2587
		SP:Iteration 11Q (40109.310000 sec): 3 clusters
  Score: Raw -19090290.337081 + Penalty 5708.960592 = -19084581.376489
  nChanged 2419
		SP:Iteration 12Q (40110.370000 sec): 3 clusters
  Score: Raw -19091197.898849 + Penalty 5708.960592 = -19085488.938257
  nChanged 2192
		SP:Iteration 13Q (40111.400000 sec): 3 clusters
  Score: Raw -19091884.738588 + Penalty 5708.960592 = -19086175.777996
  nChanged 1866
		SP:Iteration 14Q (40112.500000 sec): 3 clusters
  Score: Raw -19092322.402628 + Penalty 5708.960592 = -19086613.442036
  nChanged 1655
		SP:Iteration 15Q (40113.560000 sec): 3 clusters
  Score: Raw -19092649.106194 + Penalty 5708.960592 = -19086940.145602
  nChanged 1449
		SP:Iteration 16Q (40114.550000 sec): 3 clusters
  Score: Raw -19092891.650241 + Penalty 5708.960592 = -19087182.689649
  nChanged 1293
		SP:Iteration 17Q (40115.560000 sec): 3 clusters
  Score: Raw -19093095.377140 + Penalty 5708.960592 = -19087386.416548
  nChanged 1220
		SP:Iteration 18Q (40116.650000 sec): 3 clusters
  Score: Raw -19093282.139783 + Penalty 5708.960592 = -19087573.179191
  nChanged 1217
		SP:Iteration 19Q (40117.640000 sec): 3 clusters
  Score: Raw -19093467.820400 + Penalty 5708.960592 = -19087758.859808
  nChanged 1266
		SP:Iteration 20F (40118.600000 sec): 3 clusters
  Score: Raw -19093659.680173 + Penalty 5708.960592 = -19087950.719581
  nChanged 1300
		SP:Iteration 21Q (40119.610000 sec): 3 clusters
  Score: Raw -19093858.984972 + Penalty 5708.960592 = -19088150.024380
  nChanged 1369
		SP:Iteration 22Q (40120.690000 sec): 3 clusters
  Score: Raw -19094079.546471 + Penalty 5708.960592 = -19088370.585879
  nChanged 1435
		SP:Iteration 23Q (40121.750000 sec): 3 clusters
  Score: Raw -19094321.564829 + Penalty 5708.960592 = -19088612.604237
  nChanged 1639
		SP:Iteration 24Q (40122.790000 sec): 3 clusters
  Score: Raw -19094631.720519 + Penalty 5708.960592 = -19088922.759927
  nChanged 1790
		SP:Iteration 25Q (40123.820000 sec): 3 clusters
  Score: Raw -19094988.200458 + Penalty 5708.960592 = -19089279.239866
  nChanged 1945
		SP:Iteration 26Q (40124.880000 sec): 3 clusters
  Score: Raw -19095434.430777 + Penalty 5708.960592 = -19089725.470185
  nChanged 2154
		SP:Iteration 27Q (40125.950000 sec): 3 clusters
  Score: Raw -19095987.437912 + Penalty 5708.960592 = -19090278.477320
  nChanged 2352
		SP:Iteration 28Q (40126.970000 sec): 3 clusters
  Score: Raw -19096674.017143 + Penalty 5708.960592 = -19090965.056551
  nChanged 2618
		SP:Iteration 29Q (40128.040000 sec): 3 clusters
  Score: Raw -19097541.181656 + Penalty 5708.960592 = -19091832.221064
  nChanged 2811
		SP:Iteration 30Q (40129.060000 sec): 3 clusters
  Score: Raw -19098570.178996 + Penalty 5708.960592 = -19092861.218404
  nChanged 2919
		SP:Iteration 31Q (40130.130000 sec): 3 clusters
  Score: Raw -19099723.856754 + Penalty 5708.960592 = -19094014.896162
  nChanged 3029
		SP:Iteration 32Q (40131.160000 sec): 3 clusters
  Score: Raw -19101024.541727 + Penalty 5708.960592 = -19095315.581135
  nChanged 3013
		SP:Iteration 33Q (40132.140000 sec): 3 clusters
  Score: Raw -19102401.584489 + Penalty 5708.960592 = -19096692.623897
  nChanged 2859
		SP:Iteration 34Q (40133.140000 sec): 3 clusters
  Score: Raw -19103715.852274 + Penalty 5708.960592 = -19098006.891682
  nChanged 2550
		SP:Iteration 35Q (40134.180000 sec): 3 clusters
  Score: Raw -19104858.835151 + Penalty 5708.960592 = -19099149.874559
  nChanged 2197
		SP:Iteration 36Q (40135.180000 sec): 3 clusters
  Score: Raw -19105800.839195 + Penalty 5708.960592 = -19100091.878603
  nChanged 1850
		SP:Iteration 37Q (40136.180000 sec): 3 clusters
  Score: Raw -19106582.555846 + Penalty 5708.960592 = -19100873.595254
  nChanged 1478
		SP:Iteration 38Q (40137.170000 sec): 3 clusters
  Score: Raw -19107188.604397 + Penalty 5708.960592 = -19101479.643805
  nChanged 1172
		SP:Iteration 39Q (40138.130000 sec): 3 clusters
  Score: Raw -19107633.594251 + Penalty 5708.960592 = -19101924.633659
  nChanged 861
		SP:Iteration 40F (40139.140000 sec): 3 clusters
  Score: Raw -19107931.931013 + Penalty 5708.960592 = -19102222.970421
  nChanged 656
		SP:Iteration 41Q (40140.140000 sec): 3 clusters
  Score: Raw -19108144.003892 + Penalty 5708.960592 = -19102435.043300
  nChanged 533
		SP:Iteration 42Q (40141.100000 sec): 3 clusters
  Score: Raw -19108299.005226 + Penalty 5708.960592 = -19102590.044635
  nChanged 390
		SP:Iteration 43Q (40142.070000 sec): 3 clusters
  Score: Raw -19108412.651193 + Penalty 5708.960592 = -19102703.690601
  nChanged 318
		SP:Iteration 44Q (40143.030000 sec): 3 clusters
  Score: Raw -19108498.843027 + Penalty 5708.960592 = -19102789.882435
  nChanged 269
		SP:Iteration 45Q (40144.000000 sec): 3 clusters
  Score: Raw -19108578.228963 + Penalty 5708.960592 = -19102869.268371
  nChanged 229
		SP:Iteration 46Q (40144.960000 sec): 3 clusters
  Score: Raw -19108641.779301 + Penalty 5708.960592 = -19102932.818709
  nChanged 178
		SP:Iteration 47Q (40145.930000 sec): 3 clusters
  Score: Raw -19108686.208110 + Penalty 5708.960592 = -19102977.247518
  nChanged 160
		SP:Iteration 48Q (40146.900000 sec): 3 clusters
  Score: Raw -19108722.835244 + Penalty 5708.960592 = -19103013.874652
  nChanged 118
		SP:Iteration 49Q (40147.810000 sec): 3 clusters
  Score: Raw -19108748.828654 + Penalty 5708.960592 = -19103039.868062
  nChanged 107
		SP:Iteration 50Q (40148.740000 sec): 3 clusters
  Score: Raw -19108774.165409 + Penalty 5708.960592 = -19103065.204817
  nChanged 106
		SP:Iteration 51Q (40149.620000 sec): 3 clusters
  Score: Raw -19108801.008188 + Penalty 5708.960592 = -19103092.047596
  nChanged 86
		SP:Iteration 52Q (40150.530000 sec): 3 clusters
  Score: Raw -19108821.033720 + Penalty 5708.960592 = -19103112.073128
  nChanged 85
		SP:Iteration 53Q (40151.410000 sec): 3 clusters
  Score: Raw -19108839.907943 + Penalty 5708.960592 = -19103130.947351
  nChanged 69
		SP:Iteration 54Q (40152.340000 sec): 3 clusters
  Score: Raw -19108855.770658 + Penalty 5708.960592 = -19103146.810066
  nChanged 60
		SP:Iteration 55Q (40153.220000 sec): 3 clusters
  Score: Raw -19108869.359595 + Penalty 5708.960592 = -19103160.399003
  nChanged 52
		SP:Iteration 56Q (40154.140000 sec): 3 clusters
  Score: Raw -19108879.960103 + Penalty 5708.960592 = -19103170.999511
  nChanged 49
		SP:Iteration 57Q (40155.030000 sec): 3 clusters
  Score: Raw -19108890.237344 + Penalty 5708.960592 = -19103181.276752
  nChanged 47
		SP:Iteration 58Q (40155.950000 sec): 3 clusters
  Score: Raw -19108902.446294 + Penalty 5708.960592 = -19103193.485702
  nChanged 46
		SP:Iteration 59Q (40156.780000 sec): 3 clusters
  Score: Raw -19108912.572569 + Penalty 5708.960592 = -19103203.611977
  nChanged 36
		SP:Iteration 60F (40157.750000 sec): 3 clusters
  Score: Raw -19108919.989329 + Penalty 5708.960592 = -19103211.028737
  nChanged 27
		SP:Iteration 61Q (40158.660000 sec): 3 clusters
  Score: Raw -19108926.065137 + Penalty 5708.960592 = -19103217.104545
  nChanged 26
		SP:Iteration 62Q (40159.590000 sec): 3 clusters
  Score: Raw -19108931.858298 + Penalty 5708.960592 = -19103222.897706
  nChanged 27
		SP:Iteration 63Q (40160.470000 sec): 3 clusters
  Score: Raw -19108936.750312 + Penalty 5708.960592 = -19103227.789720
  nChanged 25
		SP:Iteration 64Q (40161.380000 sec): 3 clusters
  Score: Raw -19108942.685809 + Penalty 5708.960592 = -19103233.725217
  nChanged 24
		SP:Iteration 65Q (40162.310000 sec): 3 clusters
  Score: Raw -19108947.915407 + Penalty 5708.960592 = -19103238.954815
  nChanged 28
		SP:Iteration 66Q (40163.230000 sec): 3 clusters
  Score: Raw -19108953.332243 + Penalty 5708.960592 = -19103244.371651
  nChanged 18
		SP:Iteration 67Q (40164.110000 sec): 3 clusters
  Score: Raw -19108956.703510 + Penalty 5708.960592 = -19103247.742918
  nChanged 15
		SP:Iteration 68Q (40165.030000 sec): 3 clusters
  Score: Raw -19108959.453274 + Penalty 5708.960592 = -19103250.492682
  nChanged 16
		SP:Iteration 69Q (40165.870000 sec): 3 clusters
  Score: Raw -19108962.356196 + Penalty 5708.960592 = -19103253.395604
  nChanged 17
		SP:Iteration 70Q (40166.720000 sec): 3 clusters
  Score: Raw -19108965.400782 + Penalty 5708.960592 = -19103256.440190
  nChanged 15
		SP:Iteration 71Q (40167.630000 sec): 3 clusters
  Score: Raw -19108968.226949 + Penalty 5708.960592 = -19103259.266357
  nChanged 10
		SP:Iteration 72Q (40168.560000 sec): 3 clusters
  Score: Raw -19108969.674022 + Penalty 5708.960592 = -19103260.713430
  nChanged 6
		SP:Iteration 73Q (40169.440000 sec): 3 clusters
  Score: Raw -19108970.482840 + Penalty 5708.960592 = -19103261.522248
  nChanged 3
		SP:Iteration 74Q (40170.370000 sec): 3 clusters
  Score: Raw -19108971.019367 + Penalty 5708.960592 = -19103262.058775
  nChanged 3
		SP:Iteration 75Q (40171.260000 sec): 3 clusters
  Score: Raw -19108971.516879 + Penalty 5708.960592 = -19103262.556287
  nChanged 2
		SP:Iteration 76Q (40172.180000 sec): 3 clusters
  Score: Raw -19108971.773718 + Penalty 5708.960592 = -19103262.813126
  nChanged 1
		SP:Iteration 77Q (40173.050000 sec): 3 clusters
  Score: Raw -19108971.878978 + Penalty 5708.960592 = -19103262.918386
  nChanged 0
		SP:Iteration 78F (40174.030000 sec): 3 clusters
  Score: Raw -19108971.878978 + Penalty 5708.960592 = -19103262.918386
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40174.100000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40174.280000 sec): 3 clusters
  Score: Raw -50704.240967 + Penalty 2829.076107 = -47875.164859
  nChanged 29
		SP:Iteration 1F (40174.450000 sec): 3 clusters
  Score: Raw -50805.658712 + Penalty 2829.076107 = -47976.582605
  nChanged 3
		SP:Iteration 2Q (40174.630000 sec): 3 clusters
  Score: Raw -50816.293599 + Penalty 2829.076107 = -47987.217492
  nChanged 2
		SP:Iteration 3Q (40174.800000 sec): 3 clusters
  Score: Raw -50824.667736 + Penalty 2829.076107 = -47995.591629
  nChanged 0
		SP:Iteration 4F (40174.980000 sec): 3 clusters
  Score: Raw -50824.667736 + Penalty 2829.076107 = -47995.591629
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40175.070000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40175.240000 sec): 3 clusters
  Score: Raw -27350.577019 + Penalty 2570.164641 = -24780.412378
  nChanged 10
		SP:Iteration 1F (40175.460000 sec): 3 clusters
  Score: Raw -27401.918417 + Penalty 2570.164641 = -24831.753776
  nChanged 5
		SP:Iteration 2Q (40175.640000 sec): 3 clusters
  Score: Raw -27436.240373 + Penalty 2570.164641 = -24866.075732
  nChanged 2
		SP:Iteration 3Q (40175.820000 sec): 3 clusters
  Score: Raw -27445.895231 + Penalty 2570.164641 = -24875.730590
  nChanged 0
		SP:Iteration 4F (40175.990000 sec): 3 clusters
  Score: Raw -27445.895231 + Penalty 2570.164641 = -24875.730590
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40176.060000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40176.240000 sec): 3 clusters
  Score: Raw -48039.850603 + Penalty 2810.547637 = -45229.302965
  nChanged 34
		SP:Iteration 1F (40176.420000 sec): 3 clusters
  Score: Raw -48148.530405 + Penalty 2810.547637 = -45337.982767
  nChanged 4
		SP:Iteration 2Q (40176.590000 sec): 3 clusters
  Score: Raw -48163.222877 + Penalty 2810.547637 = -45352.675240
  nChanged 1
		SP:Iteration 3Q (40176.770000 sec): 3 clusters
  Score: Raw -48167.526762 + Penalty 2810.547637 = -45356.979124
  nChanged 0
		SP:Iteration 4F (40176.900000 sec): 3 clusters
  Score: Raw -48167.526762 + Penalty 2810.547637 = -45356.979124
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40176.990000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40177.160000 sec): 3 clusters
  Score: Raw -45047.814003 + Penalty 2927.706133 = -42120.107870
  nChanged 54
		SP:Iteration 1F (40177.340000 sec): 3 clusters
  Score: Raw -45183.449268 + Penalty 2927.706133 = -42255.743134
  nChanged 22
		SP:Iteration 2F (40177.520000 sec): 3 clusters
  Score: Raw -45266.076373 + Penalty 2927.706133 = -42338.370240
  nChanged 14
		SP:Iteration 3Q (40177.690000 sec): 3 clusters
  Score: Raw -45311.548570 + Penalty 2927.706133 = -42383.842436
  nChanged 9
		SP:Iteration 4Q (40177.870000 sec): 3 clusters
  Score: Raw -45337.114665 + Penalty 2927.706133 = -42409.408532
  nChanged 6
		SP:Iteration 5Q (40178.040000 sec): 3 clusters
  Score: Raw -45360.900596 + Penalty 2927.706133 = -42433.194462
  nChanged 4
		SP:Iteration 6Q (40178.220000 sec): 3 clusters
  Score: Raw -45391.240080 + Penalty 2927.706133 = -42463.533947
  nChanged 2
		SP:Iteration 7Q (40178.390000 sec): 3 clusters
  Score: Raw -45395.210001 + Penalty 2927.706133 = -42467.503867
  nChanged 2
		SP:Iteration 8Q (40178.560000 sec): 3 clusters
  Score: Raw -45401.010838 + Penalty 2927.706133 = -42473.304705
  nChanged 1
		SP:Iteration 9Q (40178.740000 sec): 3 clusters
  Score: Raw -45402.274537 + Penalty 2927.706133 = -42474.568404
  nChanged 1
		SP:Iteration 10Q (40178.910000 sec): 3 clusters
  Score: Raw -45404.634154 + Penalty 2927.706133 = -42476.928021
  nChanged 0
		SP:Iteration 11F (40179.090000 sec): 3 clusters
  Score: Raw -45404.634154 + Penalty 2927.706133 = -42476.928021
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40179.250000 sec): 2 clusters
  Score: Raw -2770033.035968 + Penalty 2403.039482 = -2767629.996486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40179.560000 sec): 3 clusters
  Score: Raw -2760799.825872 + Penalty 4806.078963 = -2755993.746909
  nChanged 7034
		SP:Iteration 1F (40179.860000 sec): 3 clusters
  Score: Raw -2764663.878466 + Penalty 4806.078963 = -2759857.799503
  nChanged 1025
		SP:Iteration 2F (40180.170000 sec): 3 clusters
  Score: Raw -2765136.502708 + Penalty 4806.078963 = -2760330.423745
  nChanged 860
		SP:Iteration 3F (40180.470000 sec): 3 clusters
  Score: Raw -2765532.391471 + Penalty 4806.078963 = -2760726.312508
  nChanged 756
		SP:Iteration 4Q (40180.770000 sec): 3 clusters
  Score: Raw -2765918.207717 + Penalty 4806.078963 = -2761112.128754
  nChanged 728
		SP:Iteration 5Q (40181.080000 sec): 3 clusters
  Score: Raw -2766247.074682 + Penalty 4806.078963 = -2761440.995719
  nChanged 667
		SP:Iteration 6Q (40181.370000 sec): 3 clusters
  Score: Raw -2766541.987530 + Penalty 4806.078963 = -2761735.908567
  nChanged 609
		SP:Iteration 7Q (40181.650000 sec): 3 clusters
  Score: Raw -2766810.601728 + Penalty 4806.078963 = -2762004.522765
  nChanged 606
		SP:Iteration 8Q (40181.960000 sec): 3 clusters
  Score: Raw -2767092.062727 + Penalty 4806.078963 = -2762285.983764
  nChanged 610
		SP:Iteration 9Q (40182.270000 sec): 3 clusters
  Score: Raw -2767430.668559 + Penalty 4806.078963 = -2762624.589596
  nChanged 642
		SP:Iteration 10Q (40182.570000 sec): 3 clusters
  Score: Raw -2767812.078520 + Penalty 4806.078963 = -2763005.999557
  nChanged 619
		SP:Iteration 11Q (40182.880000 sec): 3 clusters
  Score: Raw -2768176.534108 + Penalty 4806.078963 = -2763370.455145
  nChanged 584
		SP:Iteration 12Q (40183.190000 sec): 3 clusters
  Score: Raw -2768523.920393 + Penalty 4806.078963 = -2763717.841430
  nChanged 510
		SP:Iteration 13Q (40183.500000 sec): 3 clusters
  Score: Raw -2768789.116512 + Penalty 4806.078963 = -2763983.037549
  nChanged 405
		SP:Iteration 14Q (40183.810000 sec): 3 clusters
  Score: Raw -2768989.195954 + Penalty 4806.078963 = -2764183.116991
  nChanged 348
		SP:Iteration 15Q (40184.110000 sec): 3 clusters
  Score: Raw -2769142.113749 + Penalty 4806.078963 = -2764336.034786
  nChanged 293
		SP:Iteration 16Q (40184.420000 sec): 3 clusters
  Score: Raw -2769275.226580 + Penalty 4806.078963 = -2764469.147617
  nChanged 282
		SP:Iteration 17Q (40184.730000 sec): 3 clusters
  Score: Raw -2769421.496189 + Penalty 4806.078963 = -2764615.417226
  nChanged 251
		SP:Iteration 18Q (40185.040000 sec): 3 clusters
  Score: Raw -2769568.858897 + Penalty 4806.078963 = -2764762.779934
  nChanged 246
		SP:Iteration 19Q (40185.340000 sec): 3 clusters
  Score: Raw -2769699.380958 + Penalty 4806.078963 = -2764893.301995
  nChanged 249
		SP:Iteration 20F (40185.650000 sec): 3 clusters
  Score: Raw -2769824.814558 + Penalty 4806.078963 = -2765018.735595
  nChanged 191
		SP:Iteration 21Q (40185.950000 sec): 3 clusters
  Score: Raw -2769918.301484 + Penalty 4806.078963 = -2765112.222521
  nChanged 175
		SP:Iteration 22Q (40186.240000 sec): 3 clusters
  Score: Raw -2769996.355452 + Penalty 4806.078963 = -2765190.276489
  nChanged 176
		SP:Iteration 23Q (40186.500000 sec): 3 clusters
  Score: Raw -2770076.807158 + Penalty 4806.078963 = -2765270.728195
  nChanged 158
		SP:Iteration 24Q (40186.810000 sec): 3 clusters
  Score: Raw -2770140.445377 + Penalty 4806.078963 = -2765334.366414
  nChanged 135
		SP:Iteration 25Q (40187.120000 sec): 3 clusters
  Score: Raw -2770195.298058 + Penalty 4806.078963 = -2765389.219095
  nChanged 136
		SP:Iteration 26Q (40187.320000 sec): 3 clusters
  Score: Raw -2770245.011234 + Penalty 4806.078963 = -2765438.932271
  nChanged 96
		SP:Iteration 27Q (40187.610000 sec): 3 clusters
  Score: Raw -2770276.764011 + Penalty 4806.078963 = -2765470.685048
  nChanged 79
		SP:Iteration 28Q (40187.870000 sec): 3 clusters
  Score: Raw -2770303.361169 + Penalty 4806.078963 = -2765497.282206
  nChanged 63
		SP:Iteration 29Q (40188.170000 sec): 3 clusters
  Score: Raw -2770321.049652 + Penalty 4806.078963 = -2765514.970689
  nChanged 59
		SP:Iteration 30Q (40188.480000 sec): 3 clusters
  Score: Raw -2770340.204831 + Penalty 4806.078963 = -2765534.125868
  nChanged 49
		SP:Iteration 31Q (40188.740000 sec): 3 clusters
  Score: Raw -2770354.932108 + Penalty 4806.078963 = -2765548.853145
  nChanged 57
		SP:Iteration 32Q (40189.010000 sec): 3 clusters
  Score: Raw -2770373.504717 + Penalty 4806.078963 = -2765567.425754
  nChanged 43
		SP:Iteration 33Q (40189.270000 sec): 3 clusters
  Score: Raw -2770388.455851 + Penalty 4806.078963 = -2765582.376888
  nChanged 46
		SP:Iteration 34Q (40189.540000 sec): 3 clusters
  Score: Raw -2770404.977739 + Penalty 4806.078963 = -2765598.898776
  nChanged 40
		SP:Iteration 35Q (40189.800000 sec): 3 clusters
  Score: Raw -2770416.204045 + Penalty 4806.078963 = -2765610.125082
  nChanged 28
		SP:Iteration 36Q (40190.070000 sec): 3 clusters
  Score: Raw -2770422.997719 + Penalty 4806.078963 = -2765616.918756
  nChanged 20
		SP:Iteration 37Q (40190.330000 sec): 3 clusters
  Score: Raw -2770428.085524 + Penalty 4806.078963 = -2765622.006561
  nChanged 21
		SP:Iteration 38Q (40190.640000 sec): 3 clusters
  Score: Raw -2770433.341373 + Penalty 4806.078963 = -2765627.262410
  nChanged 23
		SP:Iteration 39Q (40190.870000 sec): 3 clusters
  Score: Raw -2770440.013860 + Penalty 4806.078963 = -2765633.934897
  nChanged 19
		SP:Iteration 40F (40191.180000 sec): 3 clusters
  Score: Raw -2770445.063048 + Penalty 4806.078963 = -2765638.984085
  nChanged 13
		SP:Iteration 41Q (40191.490000 sec): 3 clusters
  Score: Raw -2770447.979488 + Penalty 4806.078963 = -2765641.900525
  nChanged 13
		SP:Iteration 42Q (40191.750000 sec): 3 clusters
  Score: Raw -2770451.303025 + Penalty 4806.078963 = -2765645.224062
  nChanged 14
		SP:Iteration 43Q (40192.020000 sec): 3 clusters
  Score: Raw -2770457.454127 + Penalty 4806.078963 = -2765651.375164
  nChanged 20
		SP:Iteration 44Q (40192.310000 sec): 3 clusters
  Score: Raw -2770463.888142 + Penalty 4806.078963 = -2765657.809179
  nChanged 13
		SP:Iteration 45Q (40192.550000 sec): 3 clusters
  Score: Raw -2770468.797911 + Penalty 4806.078963 = -2765662.718948
  nChanged 17
		SP:Iteration 46Q (40192.810000 sec): 3 clusters
  Score: Raw -2770475.324496 + Penalty 4806.078963 = -2765669.245533
  nChanged 20
		SP:Iteration 47Q (40193.110000 sec): 3 clusters
  Score: Raw -2770481.957171 + Penalty 4806.078963 = -2765675.878208
  nChanged 20
		SP:Iteration 48Q (40193.380000 sec): 3 clusters
  Score: Raw -2770487.952914 + Penalty 4806.078963 = -2765681.873951
  nChanged 17
		SP:Iteration 49Q (40193.640000 sec): 3 clusters
  Score: Raw -2770494.758351 + Penalty 4806.078963 = -2765688.679388
  nChanged 20
		SP:Iteration 50Q (40193.910000 sec): 3 clusters
  Score: Raw -2770502.413032 + Penalty 4806.078963 = -2765696.334069
  nChanged 21
		SP:Iteration 51Q (40194.170000 sec): 3 clusters
  Score: Raw -2770508.719209 + Penalty 4806.078963 = -2765702.640246
  nChanged 13
		SP:Iteration 52Q (40194.440000 sec): 3 clusters
  Score: Raw -2770512.700305 + Penalty 4806.078963 = -2765706.621342
  nChanged 11
		SP:Iteration 53Q (40194.710000 sec): 3 clusters
  Score: Raw -2770516.997730 + Penalty 4806.078963 = -2765710.918767
  nChanged 12
		SP:Iteration 54Q (40194.970000 sec): 3 clusters
  Score: Raw -2770521.218306 + Penalty 4806.078963 = -2765715.139343
  nChanged 11
		SP:Iteration 55Q (40195.240000 sec): 3 clusters
  Score: Raw -2770525.346566 + Penalty 4806.078963 = -2765719.267603
  nChanged 10
		SP:Iteration 56Q (40195.510000 sec): 3 clusters
  Score: Raw -2770529.114015 + Penalty 4806.078963 = -2765723.035052
  nChanged 9
		SP:Iteration 57Q (40195.770000 sec): 3 clusters
  Score: Raw -2770531.884010 + Penalty 4806.078963 = -2765725.805047
  nChanged 3
		SP:Iteration 58Q (40196.040000 sec): 3 clusters
  Score: Raw -2770532.778279 + Penalty 4806.078963 = -2765726.699316
  nChanged 3
		SP:Iteration 59Q (40196.290000 sec): 3 clusters
  Score: Raw -2770534.066375 + Penalty 4806.078963 = -2765727.987412
  nChanged 0
		SP:Iteration 60F (40196.570000 sec): 3 clusters
  Score: Raw -2770534.066375 + Penalty 4806.078963 = -2765727.987412
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40196.660000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40196.830000 sec): 3 clusters
  Score: Raw -18931.537507 + Penalty 2686.385799 = -16245.151708
  nChanged 35
		SP:Iteration 1F (40197.010000 sec): 3 clusters
  Score: Raw -19080.136618 + Penalty 2686.385799 = -16393.750819
  nChanged 8
		SP:Iteration 2Q (40197.190000 sec): 3 clusters
  Score: Raw -19126.741488 + Penalty 2686.385799 = -16440.355689
  nChanged 4
		SP:Iteration 3Q (40197.360000 sec): 3 clusters
  Score: Raw -19157.417213 + Penalty 2686.385799 = -16471.031413
  nChanged 2
		SP:Iteration 4Q (40197.540000 sec): 3 clusters
  Score: Raw -19160.817544 + Penalty 2686.385799 = -16474.431744
  nChanged 1
		SP:Iteration 5Q (40197.710000 sec): 3 clusters
  Score: Raw -19163.168437 + Penalty 2686.385799 = -16476.782638
  nChanged 1
		SP:Iteration 6Q (40197.890000 sec): 3 clusters
  Score: Raw -19171.451572 + Penalty 2686.385799 = -16485.065772
  nChanged 2
		SP:Iteration 7Q (40198.070000 sec): 3 clusters
  Score: Raw -19182.819095 + Penalty 2686.385799 = -16496.433296
  nChanged 1
		SP:Iteration 8Q (40198.240000 sec): 3 clusters
  Score: Raw -19192.348261 + Penalty 2686.385799 = -16505.962461
  nChanged 0
		SP:Iteration 9F (40198.420000 sec): 3 clusters
  Score: Raw -19192.348261 + Penalty 2686.385799 = -16505.962461
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40198.510000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40198.680000 sec): 3 clusters
  Score: Raw -25073.924719 + Penalty 2575.706598 = -22498.218121
  nChanged 16
		SP:Iteration 1F (40198.860000 sec): 3 clusters
  Score: Raw -25213.434765 + Penalty 2575.706598 = -22637.728167
  nChanged 7
		SP:Iteration 2Q (40199.030000 sec): 3 clusters
  Score: Raw -25278.600203 + Penalty 2575.706598 = -22702.893604
  nChanged 3
		SP:Iteration 3Q (40199.210000 sec): 3 clusters
  Score: Raw -25317.948900 + Penalty 2575.706598 = -22742.242302
  nChanged 2
		SP:Iteration 4Q (40199.390000 sec): 3 clusters
  Score: Raw -25340.477548 + Penalty 2575.706598 = -22764.770950
  nChanged 5
		SP:Iteration 5Q (40199.560000 sec): 3 clusters
  Score: Raw -25390.032949 + Penalty 2575.706598 = -22814.326351
  nChanged 0
		SP:Iteration 6F (40199.740000 sec): 3 clusters
  Score: Raw -25390.032949 + Penalty 2575.706598 = -22814.326351
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40199.830000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40200.000000 sec): 3 clusters
  Score: Raw -20223.295922 + Penalty 2544.429763 = -17678.866159
  nChanged 19
		SP:Iteration 1F (40200.180000 sec): 3 clusters
  Score: Raw -20341.229568 + Penalty 2544.429763 = -17796.799805
  nChanged 7
		SP:Iteration 2Q (40200.350000 sec): 3 clusters
  Score: Raw -20377.493573 + Penalty 2544.429763 = -17833.063810
  nChanged 4
		SP:Iteration 3Q (40200.530000 sec): 3 clusters
  Score: Raw -20421.257655 + Penalty 2544.429763 = -17876.827893
  nChanged 4
		SP:Iteration 4Q (40200.710000 sec): 3 clusters
  Score: Raw -20530.707193 + Penalty 2544.429763 = -17986.277430
  nChanged 4
		SP:Iteration 5Q (40200.880000 sec): 3 clusters
  Score: Raw -20553.670635 + Penalty 2544.429763 = -18009.240873
  nChanged 1
		SP:Iteration 6Q (40201.060000 sec): 3 clusters
  Score: Raw -20556.116074 + Penalty 2544.429763 = -18011.686312
  nChanged 0
		SP:Iteration 7F (40201.230000 sec): 3 clusters
  Score: Raw -20556.116074 + Penalty 2544.429763 = -18011.686312
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40201.320000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40201.500000 sec): 3 clusters
  Score: Raw -71985.848325 + Penalty 2992.410766 = -68993.437559
  nChanged 61
		SP:Iteration 1F (40201.660000 sec): 3 clusters
  Score: Raw -72119.995668 + Penalty 2992.410766 = -69127.584902
  nChanged 9
		SP:Iteration 2Q (40201.830000 sec): 3 clusters
  Score: Raw -72139.231466 + Penalty 2992.410766 = -69146.820700
  nChanged 2
		SP:Iteration 3Q (40201.990000 sec): 3 clusters
  Score: Raw -72144.691688 + Penalty 2992.410766 = -69152.280922
  nChanged 1
		SP:Iteration 4Q (40202.150000 sec): 3 clusters
  Score: Raw -72146.701154 + Penalty 2992.410766 = -69154.290388
  nChanged 1
		SP:Iteration 5Q (40202.320000 sec): 3 clusters
  Score: Raw -72148.290714 + Penalty 2992.410766 = -69155.879948
  nChanged 0
		SP:Iteration 6F (40202.480000 sec): 3 clusters
  Score: Raw -72148.290714 + Penalty 2992.410766 = -69155.879948
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40202.730000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40203.070000 sec): 3 clusters
  Score: Raw -3694319.409676 + Penalty 4939.930361 = -3689379.479314
  nChanged 9410
		SP:Iteration 1F (40203.410000 sec): 3 clusters
  Score: Raw -3699409.943581 + Penalty 4939.930361 = -3694470.013220
  nChanged 1158
		SP:Iteration 2F (40203.740000 sec): 3 clusters
  Score: Raw -3699850.230289 + Penalty 4939.930361 = -3694910.299927
  nChanged 1049
		SP:Iteration 3Q (40204.030000 sec): 3 clusters
  Score: Raw -3700335.884859 + Penalty 4939.930361 = -3695395.954498
  nChanged 1115
		SP:Iteration 4F (40204.380000 sec): 3 clusters
  Score: Raw -3700948.294443 + Penalty 4939.930361 = -3696008.364082
  nChanged 1217
		SP:Iteration 5F (40204.720000 sec): 3 clusters
  Score: Raw -3701689.929738 + Penalty 4939.930361 = -3696749.999377
  nChanged 1310
		SP:Iteration 6F (40205.100000 sec): 3 clusters
  Score: Raw -3702549.730858 + Penalty 4939.930361 = -3697609.800497
  nChanged 1322
		SP:Iteration 7F (40205.440000 sec): 3 clusters
  Score: Raw -3703440.466878 + Penalty 4939.930361 = -3698500.536517
  nChanged 1174
		SP:Iteration 8F (40205.780000 sec): 3 clusters
  Score: Raw -3704191.857804 + Penalty 4939.930361 = -3699251.927443
  nChanged 957
		SP:Iteration 9Q (40206.160000 sec): 3 clusters
  Score: Raw -3704794.289940 + Penalty 4939.930361 = -3699854.359579
  nChanged 745
		SP:Iteration 10Q (40206.550000 sec): 3 clusters
  Score: Raw -3705257.661777 + Penalty 4939.930361 = -3700317.731416
  nChanged 602
		SP:Iteration 11Q (40206.890000 sec): 3 clusters
  Score: Raw -3705675.737069 + Penalty 4939.930361 = -3700735.806707
  nChanged 513
		SP:Iteration 12Q (40207.230000 sec): 3 clusters
  Score: Raw -3706117.973430 + Penalty 4939.930361 = -3701178.043069
  nChanged 408
		SP:Iteration 13Q (40207.610000 sec): 3 clusters
  Score: Raw -3706481.065446 + Penalty 4939.930361 = -3701541.135085
  nChanged 297
		SP:Iteration 14Q (40207.910000 sec): 3 clusters
  Score: Raw -3706743.728350 + Penalty 4939.930361 = -3701803.797989
  nChanged 240
		SP:Iteration 15Q (40208.250000 sec): 3 clusters
  Score: Raw -3707021.451755 + Penalty 4939.930361 = -3702081.521394
  nChanged 179
		SP:Iteration 16Q (40208.600000 sec): 3 clusters
  Score: Raw -3707255.064535 + Penalty 4939.930361 = -3702315.134174
  nChanged 135
		SP:Iteration 17Q (40208.860000 sec): 3 clusters
  Score: Raw -3707394.782943 + Penalty 4939.930361 = -3702454.852582
  nChanged 102
		SP:Iteration 18Q (40209.100000 sec): 3 clusters
  Score: Raw -3707469.846595 + Penalty 4939.930361 = -3702529.916234
  nChanged 62
		SP:Iteration 19Q (40209.370000 sec): 3 clusters
  Score: Raw -3707501.458697 + Penalty 4939.930361 = -3702561.528336
  nChanged 49
		SP:Iteration 20F (40209.650000 sec): 3 clusters
  Score: Raw -3707527.307897 + Penalty 4939.930361 = -3702587.377536
  nChanged 41
		SP:Iteration 21Q (40209.950000 sec): 3 clusters
  Score: Raw -3707547.802136 + Penalty 4939.930361 = -3702607.871775
  nChanged 28
		SP:Iteration 22Q (40210.260000 sec): 3 clusters
  Score: Raw -3707562.426303 + Penalty 4939.930361 = -3702622.495942
  nChanged 23
		SP:Iteration 23Q (40210.560000 sec): 3 clusters
  Score: Raw -3707571.338550 + Penalty 4939.930361 = -3702631.408189
  nChanged 17
		SP:Iteration 24Q (40210.850000 sec): 3 clusters
  Score: Raw -3707577.535350 + Penalty 4939.930361 = -3702637.604989
  nChanged 9
		SP:Iteration 25Q (40211.150000 sec): 3 clusters
  Score: Raw -3707580.862511 + Penalty 4939.930361 = -3702640.932150
  nChanged 4
		SP:Iteration 26Q (40211.450000 sec): 3 clusters
  Score: Raw -3707581.800201 + Penalty 4939.930361 = -3702641.869840
  nChanged 2
		SP:Iteration 27Q (40211.800000 sec): 3 clusters
  Score: Raw -3707582.288061 + Penalty 4939.930361 = -3702642.357700
  nChanged 3
		SP:Iteration 28Q (40212.100000 sec): 3 clusters
  Score: Raw -3707583.427352 + Penalty 4939.930361 = -3702643.496991
  nChanged 2
		SP:Iteration 29Q (40212.400000 sec): 3 clusters
  Score: Raw -3707584.504933 + Penalty 4939.930361 = -3702644.574572
  nChanged 2
		SP:Iteration 30Q (40212.700000 sec): 3 clusters
  Score: Raw -3707585.040675 + Penalty 4939.930361 = -3702645.110313
  nChanged 2
		SP:Iteration 31Q (40213.000000 sec): 3 clusters
  Score: Raw -3707585.637918 + Penalty 4939.930361 = -3702645.707557
  nChanged 2
		SP:Iteration 32Q (40213.300000 sec): 3 clusters
  Score: Raw -3707585.948659 + Penalty 4939.930361 = -3702646.018298
  nChanged 4
		SP:Iteration 33Q (40213.590000 sec): 3 clusters
  Score: Raw -3707586.893810 + Penalty 4939.930361 = -3702646.963449
  nChanged 2
		SP:Iteration 34Q (40213.920000 sec): 3 clusters
  Score: Raw -3707587.763408 + Penalty 4939.930361 = -3702647.833047
  nChanged 0
		SP:Iteration 35F (40214.270000 sec): 3 clusters
  Score: Raw -3707587.763408 + Penalty 4939.930361 = -3702647.833047
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40214.330000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40214.510000 sec): 3 clusters
  Score: Raw -40799.050532 + Penalty 2773.129542 = -38025.920990
  nChanged 36
		SP:Iteration 1F (40214.680000 sec): 3 clusters
  Score: Raw -40960.379237 + Penalty 2773.129542 = -38187.249694
  nChanged 8
		SP:Iteration 2Q (40214.860000 sec): 3 clusters
  Score: Raw -41007.905609 + Penalty 2773.129542 = -38234.776067
  nChanged 3
		SP:Iteration 3Q (40215.030000 sec): 3 clusters
  Score: Raw -41041.948346 + Penalty 2773.129542 = -38268.818803
  nChanged 2
		SP:Iteration 4Q (40215.210000 sec): 3 clusters
  Score: Raw -41047.559661 + Penalty 2773.129542 = -38274.430118
  nChanged 0
		SP:Iteration 5F (40215.380000 sec): 3 clusters
  Score: Raw -41047.559661 + Penalty 2773.129542 = -38274.430118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40215.450000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40215.620000 sec): 3 clusters
  Score: Raw -110477.516162 + Penalty 3200.216281 = -107277.299881
  nChanged 137
		SP:Iteration 1F (40215.800000 sec): 3 clusters
  Score: Raw -110752.677921 + Penalty 3200.216281 = -107552.461639
  nChanged 32
		SP:Iteration 2F (40215.970000 sec): 3 clusters
  Score: Raw -110840.239496 + Penalty 3200.216281 = -107640.023214
  nChanged 20
		SP:Iteration 3Q (40216.100000 sec): 3 clusters
  Score: Raw -110899.975172 + Penalty 3200.216281 = -107699.758890
  nChanged 13
		SP:Iteration 4Q (40216.240000 sec): 3 clusters
  Score: Raw -110923.616573 + Penalty 3200.216281 = -107723.400292
  nChanged 9
		SP:Iteration 5Q (40216.410000 sec): 3 clusters
  Score: Raw -110938.559470 + Penalty 3200.216281 = -107738.343189
  nChanged 6
		SP:Iteration 6Q (40216.580000 sec): 3 clusters
  Score: Raw -110954.278438 + Penalty 3200.216281 = -107754.062156
  nChanged 5
		SP:Iteration 7Q (40216.760000 sec): 3 clusters
  Score: Raw -110960.705378 + Penalty 3200.216281 = -107760.489097
  nChanged 4
		SP:Iteration 8Q (40216.940000 sec): 3 clusters
  Score: Raw -110966.181102 + Penalty 3200.216281 = -107765.964820
  nChanged 4
		SP:Iteration 9Q (40216.990000 sec): 3 clusters
  Score: Raw -110974.215269 + Penalty 3200.216281 = -107773.998988
  nChanged 3
		SP:Iteration 10Q (40217.000000 sec): 3 clusters
  Score: Raw -110979.944507 + Penalty 3200.216281 = -107779.728226
  nChanged 3
		SP:Iteration 11Q (40217.020000 sec): 3 clusters
  Score: Raw -110983.454459 + Penalty 3200.216281 = -107783.238178
  nChanged 3
		SP:Iteration 12Q (40217.050000 sec): 3 clusters
  Score: Raw -110988.045095 + Penalty 3200.216281 = -107787.828813
  nChanged 4
		SP:Iteration 13Q (40217.070000 sec): 3 clusters
  Score: Raw -110993.755606 + Penalty 3200.216281 = -107793.539325
  nChanged 5
		SP:Iteration 14Q (40217.100000 sec): 3 clusters
  Score: Raw -111009.002772 + Penalty 3200.216281 = -107808.786490
  nChanged 5
		SP:Iteration 15Q (40217.120000 sec): 3 clusters
  Score: Raw -111014.988637 + Penalty 3200.216281 = -107814.772356
  nChanged 3
		SP:Iteration 16Q (40217.140000 sec): 3 clusters
  Score: Raw -111018.436027 + Penalty 3200.216281 = -107818.219745
  nChanged 7
		SP:Iteration 17Q (40217.160000 sec): 3 clusters
  Score: Raw -111028.161965 + Penalty 3200.216281 = -107827.945683
  nChanged 2
		SP:Iteration 18Q (40217.190000 sec): 3 clusters
  Score: Raw -111030.916685 + Penalty 3200.216281 = -107830.700403
  nChanged 0
		SP:Iteration 19F (40217.210000 sec): 3 clusters
  Score: Raw -111030.916685 + Penalty 3200.216281 = -107830.700403
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (909 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40217.260000 sec): 2 clusters
  Score: Raw -150248.159637 + Penalty 1689.461583 = -148558.698054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40217.290000 sec): 3 clusters
  Score: Raw -150081.328816 + Penalty 3378.923167 = -146702.405650
  nChanged 259
		SP:Iteration 1F (40217.320000 sec): 3 clusters
  Score: Raw -150446.271979 + Penalty 3378.923167 = -147067.348812
  nChanged 82
		SP:Iteration 2F (40217.350000 sec): 3 clusters
  Score: Raw -150629.721901 + Penalty 3378.923167 = -147250.798734
  nChanged 77
		SP:Iteration 3F (40217.380000 sec): 3 clusters
  Score: Raw -150876.069769 + Penalty 3378.923167 = -147497.146602
  nChanged 79
		SP:Iteration 4F (40217.410000 sec): 3 clusters
  Score: Raw -151113.083049 + Penalty 3378.923167 = -147734.159883
  nChanged 42
		SP:Iteration 5Q (40217.440000 sec): 3 clusters
  Score: Raw -151291.261943 + Penalty 3378.923167 = -147912.338776
  nChanged 41
		SP:Iteration 6Q (40217.470000 sec): 3 clusters
  Score: Raw -151429.852912 + Penalty 3378.923167 = -148050.929745
  nChanged 33
		SP:Iteration 7Q (40217.500000 sec): 3 clusters
  Score: Raw -151530.448108 + Penalty 3378.923167 = -148151.524941
  nChanged 29
		SP:Iteration 8Q (40217.530000 sec): 3 clusters
  Score: Raw -151620.638460 + Penalty 3378.923167 = -148241.715293
  nChanged 25
		SP:Iteration 9Q (40217.560000 sec): 3 clusters
  Score: Raw -151715.798854 + Penalty 3378.923167 = -148336.875688
  nChanged 25
		SP:Iteration 10Q (40217.600000 sec): 3 clusters
  Score: Raw -151792.163535 + Penalty 3378.923167 = -148413.240368
  nChanged 24
		SP:Iteration 11Q (40217.620000 sec): 3 clusters
  Score: Raw -151867.620023 + Penalty 3378.923167 = -148488.696856
  nChanged 20
		SP:Iteration 12Q (40217.660000 sec): 3 clusters
  Score: Raw -151915.336044 + Penalty 3378.923167 = -148536.412877
  nChanged 11
		SP:Iteration 13Q (40217.690000 sec): 3 clusters
  Score: Raw -151938.101852 + Penalty 3378.923167 = -148559.178685
  nChanged 5
		SP:Iteration 14Q (40217.720000 sec): 3 clusters
  Score: Raw -151951.664202 + Penalty 3378.923167 = -148572.741036
  nChanged 4
		SP:Iteration 15Q (40217.750000 sec): 3 clusters
  Score: Raw -151958.728814 + Penalty 3378.923167 = -148579.805647
  nChanged 5
		SP:Iteration 16Q (40217.780000 sec): 3 clusters
  Score: Raw -151967.072375 + Penalty 3378.923167 = -148588.149208
  nChanged 4
		SP:Iteration 17Q (40217.810000 sec): 3 clusters
  Score: Raw -151974.318675 + Penalty 3378.923167 = -148595.395508
  nChanged 5
		SP:Iteration 18Q (40217.840000 sec): 3 clusters
  Score: Raw -151984.192827 + Penalty 3378.923167 = -148605.269660
  nChanged 4
		SP:Iteration 19Q (40217.870000 sec): 3 clusters
  Score: Raw -151999.768297 + Penalty 3378.923167 = -148620.845130
  nChanged 8
		SP:Iteration 20F (40217.900000 sec): 3 clusters
  Score: Raw -152018.279309 + Penalty 3378.923167 = -148639.356142
  nChanged 5
		SP:Iteration 21Q (40217.930000 sec): 3 clusters
  Score: Raw -152026.715910 + Penalty 3378.923167 = -148647.792743
  nChanged 3
		SP:Iteration 22Q (40217.960000 sec): 3 clusters
  Score: Raw -152033.528783 + Penalty 3378.923167 = -148654.605616
  nChanged 5
		SP:Iteration 23Q (40217.990000 sec): 3 clusters
  Score: Raw -152043.522056 + Penalty 3378.923167 = -148664.598890
  nChanged 1
		SP:Iteration 24Q (40218.020000 sec): 3 clusters
  Score: Raw -152047.224240 + Penalty 3378.923167 = -148668.301074
  nChanged 1
		SP:Iteration 25Q (40218.050000 sec): 3 clusters
  Score: Raw -152049.002657 + Penalty 3378.923167 = -148670.079490
  nChanged 0
		SP:Iteration 26F (40218.080000 sec): 3 clusters
  Score: Raw -152049.002657 + Penalty 3378.923167 = -148670.079490
  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 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40218.130000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40218.140000 sec): 3 clusters
  Score: Raw -30063.525675 + Penalty 2642.626580 = -27420.899095
  nChanged 17
		SP:Iteration 1F (40218.140000 sec): 3 clusters
  Score: Raw -30144.414213 + Penalty 2642.626580 = -27501.787634
  nChanged 8
		SP:Iteration 2Q (40218.150000 sec): 3 clusters
  Score: Raw -30197.822666 + Penalty 2642.626580 = -27555.196086
  nChanged 1
		SP:Iteration 3Q (40218.160000 sec): 3 clusters
  Score: Raw -30201.988868 + Penalty 2642.626580 = -27559.362288
  nChanged 1
		SP:Iteration 4Q (40218.170000 sec): 3 clusters
  Score: Raw -30208.923101 + Penalty 2642.626580 = -27566.296521
  nChanged 0
		SP:Iteration 5F (40218.180000 sec): 3 clusters
  Score: Raw -30208.923101 + Penalty 2642.626580 = -27566.296521
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40218.210000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40218.240000 sec): 3 clusters
  Score: Raw -108803.994069 + Penalty 3222.400395 = -105581.593674
  nChanged 144
		SP:Iteration 1F (40218.260000 sec): 3 clusters
  Score: Raw -109026.093434 + Penalty 3222.400395 = -105803.693039
  nChanged 43
		SP:Iteration 2F (40218.280000 sec): 3 clusters
  Score: Raw -109103.395079 + Penalty 3222.400395 = -105880.994684
  nChanged 18
		SP:Iteration 3Q (40218.300000 sec): 3 clusters
  Score: Raw -109136.780091 + Penalty 3222.400395 = -105914.379696
  nChanged 15
		SP:Iteration 4Q (40218.330000 sec): 3 clusters
  Score: Raw -109165.283172 + Penalty 3222.400395 = -105942.882777
  nChanged 13
		SP:Iteration 5Q (40218.350000 sec): 3 clusters
  Score: Raw -109186.113464 + Penalty 3222.400395 = -105963.713069
  nChanged 10
		SP:Iteration 6Q (40218.380000 sec): 3 clusters
  Score: Raw -109200.503225 + Penalty 3222.400395 = -105978.102830
  nChanged 6
		SP:Iteration 7Q (40218.400000 sec): 3 clusters
  Score: Raw -109206.871719 + Penalty 3222.400395 = -105984.471324
  nChanged 5
		SP:Iteration 8Q (40218.420000 sec): 3 clusters
  Score: Raw -109216.272034 + Penalty 3222.400395 = -105993.871639
  nChanged 3
		SP:Iteration 9Q (40218.450000 sec): 3 clusters
  Score: Raw -109220.185840 + Penalty 3222.400395 = -105997.785445
  nChanged 2
		SP:Iteration 10Q (40218.470000 sec): 3 clusters
  Score: Raw -109221.997224 + Penalty 3222.400395 = -105999.596829
  nChanged 0
		SP:Iteration 11F (40218.490000 sec): 3 clusters
  Score: Raw -109221.997224 + Penalty 3222.400395 = -105999.596829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40218.540000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40218.570000 sec): 3 clusters
  Score: Raw -162683.929910 + Penalty 3409.602454 = -159274.327456
  nChanged 245
		SP:Iteration 1F (40218.600000 sec): 3 clusters
  Score: Raw -162981.175614 + Penalty 3409.602454 = -159571.573161
  nChanged 68
		SP:Iteration 2F (40218.630000 sec): 3 clusters
  Score: Raw -163086.300688 + Penalty 3409.602454 = -159676.698235
  nChanged 38
		SP:Iteration 3Q (40218.660000 sec): 3 clusters
  Score: Raw -163141.352251 + Penalty 3409.602454 = -159731.749797
  nChanged 22
		SP:Iteration 4Q (40218.700000 sec): 3 clusters
  Score: Raw -163169.608235 + Penalty 3409.602454 = -159760.005781
  nChanged 15
		SP:Iteration 5Q (40218.720000 sec): 3 clusters
  Score: Raw -163187.331573 + Penalty 3409.602454 = -159777.729119
  nChanged 10
		SP:Iteration 6Q (40218.760000 sec): 3 clusters
  Score: Raw -163199.432220 + Penalty 3409.602454 = -159789.829766
  nChanged 7
		SP:Iteration 7Q (40218.790000 sec): 3 clusters
  Score: Raw -163208.032321 + Penalty 3409.602454 = -159798.429867
  nChanged 4
		SP:Iteration 8Q (40218.820000 sec): 3 clusters
  Score: Raw -163213.096886 + Penalty 3409.602454 = -159803.494433
  nChanged 7
		SP:Iteration 9Q (40218.850000 sec): 3 clusters
  Score: Raw -163220.080270 + Penalty 3409.602454 = -159810.477816
  nChanged 5
		SP:Iteration 10Q (40218.880000 sec): 3 clusters
  Score: Raw -163227.348411 + Penalty 3409.602454 = -159817.745957
  nChanged 6
		SP:Iteration 11Q (40218.910000 sec): 3 clusters
  Score: Raw -163240.968380 + Penalty 3409.602454 = -159831.365926
  nChanged 8
		SP:Iteration 12Q (40218.940000 sec): 3 clusters
  Score: Raw -163259.396416 + Penalty 3409.602454 = -159849.793963
  nChanged 7
		SP:Iteration 13Q (40218.980000 sec): 3 clusters
  Score: Raw -163272.345907 + Penalty 3409.602454 = -159862.743453
  nChanged 6
		SP:Iteration 14Q (40219.010000 sec): 3 clusters
  Score: Raw -163281.596019 + Penalty 3409.602454 = -159871.993566
  nChanged 8
		SP:Iteration 15Q (40219.040000 sec): 3 clusters
  Score: Raw -163291.057508 + Penalty 3409.602454 = -159881.455054
  nChanged 3
		SP:Iteration 16Q (40219.070000 sec): 3 clusters
  Score: Raw -163293.685479 + Penalty 3409.602454 = -159884.083025
  nChanged 4
		SP:Iteration 17Q (40219.100000 sec): 3 clusters
  Score: Raw -163296.508829 + Penalty 3409.602454 = -159886.906375
  nChanged 2
		SP:Iteration 18Q (40219.130000 sec): 3 clusters
  Score: Raw -163297.904664 + Penalty 3409.602454 = -159888.302211
  nChanged 0
		SP:Iteration 19F (40219.270000 sec): 3 clusters
  Score: Raw -163297.904664 + Penalty 3409.602454 = -159888.302211
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40219.360000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40219.530000 sec): 3 clusters
  Score: Raw -76340.864150 + Penalty 3063.230166 = -73277.633985
  nChanged 95
		SP:Iteration 1F (40219.710000 sec): 3 clusters
  Score: Raw -76514.106220 + Penalty 3063.230166 = -73450.876054
  nChanged 12
		SP:Iteration 2Q (40219.880000 sec): 3 clusters
  Score: Raw -76540.875117 + Penalty 3063.230166 = -73477.644951
  nChanged 4
		SP:Iteration 3Q (40220.060000 sec): 3 clusters
  Score: Raw -76552.146645 + Penalty 3063.230166 = -73488.916479
  nChanged 5
		SP:Iteration 4Q (40220.230000 sec): 3 clusters
  Score: Raw -76564.972494 + Penalty 3063.230166 = -73501.742328
  nChanged 5
		SP:Iteration 5Q (40220.390000 sec): 3 clusters
  Score: Raw -76586.426199 + Penalty 3063.230166 = -73523.196033
  nChanged 4
		SP:Iteration 6Q (40220.560000 sec): 3 clusters
  Score: Raw -76607.583308 + Penalty 3063.230166 = -73544.353142
  nChanged 7
		SP:Iteration 7Q (40220.720000 sec): 3 clusters
  Score: Raw -76649.607765 + Penalty 3063.230166 = -73586.377599
  nChanged 6
		SP:Iteration 8Q (40220.880000 sec): 3 clusters
  Score: Raw -76670.054022 + Penalty 3063.230166 = -73606.823856
  nChanged 4
		SP:Iteration 9Q (40221.040000 sec): 3 clusters
  Score: Raw -76679.958094 + Penalty 3063.230166 = -73616.727928
  nChanged 4
		SP:Iteration 10Q (40221.210000 sec): 3 clusters
  Score: Raw -76686.597434 + Penalty 3063.230166 = -73623.367268
  nChanged 0
		SP:Iteration 11F (40221.370000 sec): 3 clusters
  Score: Raw -76686.597434 + Penalty 3063.230166 = -73623.367268
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40221.460000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40221.620000 sec): 3 clusters
  Score: Raw -38341.389850 + Penalty 2736.656637 = -35604.733213
  nChanged 19
		SP:Iteration 1F (40221.780000 sec): 3 clusters
  Score: Raw -38403.495521 + Penalty 2736.656637 = -35666.838884
  nChanged 4
		SP:Iteration 2Q (40221.940000 sec): 3 clusters
  Score: Raw -38417.726804 + Penalty 2736.656637 = -35681.070168
  nChanged 2
		SP:Iteration 3Q (40222.110000 sec): 3 clusters
  Score: Raw -38425.475924 + Penalty 2736.656637 = -35688.819288
  nChanged 1
		SP:Iteration 4Q (40222.270000 sec): 3 clusters
  Score: Raw -38428.264495 + Penalty 2736.656637 = -35691.607858
  nChanged 2
		SP:Iteration 5Q (40222.440000 sec): 3 clusters
  Score: Raw -38434.069541 + Penalty 2736.656637 = -35697.412904
  nChanged 0
		SP:Iteration 6F (40222.600000 sec): 3 clusters
  Score: Raw -38434.069541 + Penalty 2736.656637 = -35697.412904
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40222.680000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40222.840000 sec): 3 clusters
  Score: Raw -39892.940347 + Penalty 2769.414169 = -37123.526178
  nChanged 25
		SP:Iteration 1F (40223.000000 sec): 3 clusters
  Score: Raw -39996.089389 + Penalty 2769.414169 = -37226.675220
  nChanged 11
		SP:Iteration 2Q (40223.160000 sec): 3 clusters
  Score: Raw -40054.299591 + Penalty 2769.414169 = -37284.885421
  nChanged 4
		SP:Iteration 3Q (40223.320000 sec): 3 clusters
  Score: Raw -40074.510949 + Penalty 2769.414169 = -37305.096780
  nChanged 3
		SP:Iteration 4Q (40223.480000 sec): 3 clusters
  Score: Raw -40092.466721 + Penalty 2769.414169 = -37323.052552
  nChanged 4
		SP:Iteration 5Q (40223.640000 sec): 3 clusters
  Score: Raw -40114.837024 + Penalty 2769.414169 = -37345.422855
  nChanged 1
		SP:Iteration 6Q (40223.800000 sec): 3 clusters
  Score: Raw -40122.057537 + Penalty 2769.414169 = -37352.643368
  nChanged 2
		SP:Iteration 7Q (40223.960000 sec): 3 clusters
  Score: Raw -40135.164842 + Penalty 2769.414169 = -37365.750673
  nChanged 0
		SP:Iteration 8F (40224.120000 sec): 3 clusters
  Score: Raw -40135.164842 + Penalty 2769.414169 = -37365.750673
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40224.180000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40224.340000 sec): 3 clusters
  Score: Raw -404333.625565 + Penalty 3868.880883 = -400464.744682
  nChanged 813
		SP:Iteration 1F (40224.500000 sec): 3 clusters
  Score: Raw -404946.840146 + Penalty 3868.880883 = -401077.959263
  nChanged 226
		SP:Iteration 2F (40224.660000 sec): 3 clusters
  Score: Raw -405180.344414 + Penalty 3868.880883 = -401311.463531
  nChanged 146
		SP:Iteration 3F (40224.820000 sec): 3 clusters
  Score: Raw -405338.852179 + Penalty 3868.880883 = -401469.971296
  nChanged 112
		SP:Iteration 4Q (40224.980000 sec): 3 clusters
  Score: Raw -405495.153327 + Penalty 3868.880883 = -401626.272445
  nChanged 116
		SP:Iteration 5Q (40225.140000 sec): 3 clusters
  Score: Raw -405657.914989 + Penalty 3868.880883 = -401789.034107
  nChanged 136
		SP:Iteration 6F (40225.300000 sec): 3 clusters
  Score: Raw -405879.464932 + Penalty 3868.880883 = -402010.584049
  nChanged 126
		SP:Iteration 7F (40225.460000 sec): 3 clusters
  Score: Raw -406062.236893 + Penalty 3868.880883 = -402193.356010
  nChanged 98
		SP:Iteration 8Q (40225.630000 sec): 3 clusters
  Score: Raw -406191.151785 + Penalty 3868.880883 = -402322.270903
  nChanged 90
		SP:Iteration 9Q (40225.800000 sec): 3 clusters
  Score: Raw -406321.077992 + Penalty 3868.880883 = -402452.197109
  nChanged 70
		SP:Iteration 10Q (40225.980000 sec): 3 clusters
  Score: Raw -406410.948677 + Penalty 3868.880883 = -402542.067794
  nChanged 68
		SP:Iteration 11Q (40226.160000 sec): 3 clusters
  Score: Raw -406488.951750 + Penalty 3868.880883 = -402620.070867
  nChanged 55
		SP:Iteration 12Q (40226.330000 sec): 3 clusters
  Score: Raw -406543.281638 + Penalty 3868.880883 = -402674.400755
  nChanged 43
		SP:Iteration 13Q (40226.500000 sec): 3 clusters
  Score: Raw -406587.966617 + Penalty 3868.880883 = -402719.085734
  nChanged 39
		SP:Iteration 14Q (40226.680000 sec): 3 clusters
  Score: Raw -406616.281585 + Penalty 3868.880883 = -402747.400702
  nChanged 30
		SP:Iteration 15Q (40226.850000 sec): 3 clusters
  Score: Raw -406640.522716 + Penalty 3868.880883 = -402771.641833
  nChanged 19
		SP:Iteration 16Q (40226.950000 sec): 3 clusters
  Score: Raw -406653.991459 + Penalty 3868.880883 = -402785.110576
  nChanged 13
		SP:Iteration 17Q (40227.000000 sec): 3 clusters
  Score: Raw -406660.409027 + Penalty 3868.880883 = -402791.528144
  nChanged 7
		SP:Iteration 18Q (40227.060000 sec): 3 clusters
  Score: Raw -406664.079534 + Penalty 3868.880883 = -402795.198651
  nChanged 3
		SP:Iteration 19Q (40227.120000 sec): 3 clusters
  Score: Raw -406665.410519 + Penalty 3868.880883 = -402796.529636
  nChanged 0
		SP:Iteration 20F (40227.270000 sec): 3 clusters
  Score: Raw -406665.410519 + Penalty 3868.880883 = -402796.529636
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40227.340000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40227.510000 sec): 3 clusters
  Score: Raw -77859.793555 + Penalty 3054.911313 = -74804.882242
  nChanged 79
		SP:Iteration 1F (40227.690000 sec): 3 clusters
  Score: Raw -78061.006943 + Penalty 3054.911313 = -75006.095630
  nChanged 25
		SP:Iteration 2F (40227.860000 sec): 3 clusters
  Score: Raw -78160.144565 + Penalty 3054.911313 = -75105.233253
  nChanged 12
		SP:Iteration 3Q (40228.040000 sec): 3 clusters
  Score: Raw -78202.323442 + Penalty 3054.911313 = -75147.412129
  nChanged 11
		SP:Iteration 4Q (40228.220000 sec): 3 clusters
  Score: Raw -78241.041049 + Penalty 3054.911313 = -75186.129736
  nChanged 9
		SP:Iteration 5Q (40228.390000 sec): 3 clusters
  Score: Raw -78264.111946 + Penalty 3054.911313 = -75209.200634
  nChanged 5
		SP:Iteration 6Q (40228.570000 sec): 3 clusters
  Score: Raw -78291.167184 + Penalty 3054.911313 = -75236.255871
  nChanged 5
		SP:Iteration 7Q (40228.740000 sec): 3 clusters
  Score: Raw -78307.017762 + Penalty 3054.911313 = -75252.106449
  nChanged 3
		SP:Iteration 8Q (40228.920000 sec): 3 clusters
  Score: Raw -78314.369146 + Penalty 3054.911313 = -75259.457833
  nChanged 1
		SP:Iteration 9Q (40229.100000 sec): 3 clusters
  Score: Raw -78317.014029 + Penalty 3054.911313 = -75262.102716
  nChanged 1
		SP:Iteration 10Q (40229.270000 sec): 3 clusters
  Score: Raw -78318.517629 + Penalty 3054.911313 = -75263.606316
  nChanged 0
		SP:Iteration 11F (40229.450000 sec): 3 clusters
  Score: Raw -78318.517629 + Penalty 3054.911313 = -75263.606316
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40229.540000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40229.720000 sec): 3 clusters
  Score: Raw -649254.239213 + Penalty 4072.626108 = -645181.613106
  nChanged 1321
		SP:Iteration 1F (40229.890000 sec): 3 clusters
  Score: Raw -650097.600465 + Penalty 4072.626108 = -646024.974357
  nChanged 305
		SP:Iteration 2F (40230.070000 sec): 3 clusters
  Score: Raw -650319.495755 + Penalty 4072.626108 = -646246.869647
  nChanged 197
		SP:Iteration 3F (40230.240000 sec): 3 clusters
  Score: Raw -650450.105859 + Penalty 4072.626108 = -646377.479751
  nChanged 152
		SP:Iteration 4Q (40230.420000 sec): 3 clusters
  Score: Raw -650540.492843 + Penalty 4072.626108 = -646467.866735
  nChanged 116
		SP:Iteration 5Q (40230.590000 sec): 3 clusters
  Score: Raw -650599.141735 + Penalty 4072.626108 = -646526.515627
  nChanged 78
		SP:Iteration 6Q (40230.770000 sec): 3 clusters
  Score: Raw -650640.391668 + Penalty 4072.626108 = -646567.765560
  nChanged 80
		SP:Iteration 7Q (40230.940000 sec): 3 clusters
  Score: Raw -650682.596864 + Penalty 4072.626108 = -646609.970756
  nChanged 85
		SP:Iteration 8Q (40231.120000 sec): 3 clusters
  Score: Raw -650725.087305 + Penalty 4072.626108 = -646652.461198
  nChanged 78
		SP:Iteration 9Q (40231.300000 sec): 3 clusters
  Score: Raw -650770.417228 + Penalty 4072.626108 = -646697.791121
  nChanged 99
		SP:Iteration 10Q (40231.470000 sec): 3 clusters
  Score: Raw -650830.611291 + Penalty 4072.626108 = -646757.985183
  nChanged 97
		SP:Iteration 11Q (40231.640000 sec): 3 clusters
  Score: Raw -650892.782399 + Penalty 4072.626108 = -646820.156291
  nChanged 84
		SP:Iteration 12Q (40231.820000 sec): 3 clusters
  Score: Raw -650946.190992 + Penalty 4072.626108 = -646873.564884
  nChanged 62
		SP:Iteration 13Q (40232.030000 sec): 3 clusters
  Score: Raw -650988.157422 + Penalty 4072.626108 = -646915.531314
  nChanged 57
		SP:Iteration 14Q (40232.210000 sec): 3 clusters
  Score: Raw -651027.115279 + Penalty 4072.626108 = -646954.489171
  nChanged 55
		SP:Iteration 15Q (40232.420000 sec): 3 clusters
  Score: Raw -651059.985260 + Penalty 4072.626108 = -646987.359152
  nChanged 44
		SP:Iteration 16Q (40232.600000 sec): 3 clusters
  Score: Raw -651084.388357 + Penalty 4072.626108 = -647011.762249
  nChanged 35
		SP:Iteration 17Q (40232.780000 sec): 3 clusters
  Score: Raw -651101.821603 + Penalty 4072.626108 = -647029.195496
  nChanged 31
		SP:Iteration 18Q (40232.950000 sec): 3 clusters
  Score: Raw -651118.572195 + Penalty 4072.626108 = -647045.946087
  nChanged 25
		SP:Iteration 19Q (40233.120000 sec): 3 clusters
  Score: Raw -651135.273101 + Penalty 4072.626108 = -647062.646994
  nChanged 34
		SP:Iteration 20F (40233.300000 sec): 3 clusters
  Score: Raw -651152.921863 + Penalty 4072.626108 = -647080.295755
  nChanged 24
		SP:Iteration 21Q (40233.480000 sec): 3 clusters
  Score: Raw -651165.774845 + Penalty 4072.626108 = -647093.148737
  nChanged 23
		SP:Iteration 22Q (40233.650000 sec): 3 clusters
  Score: Raw -651178.642424 + Penalty 4072.626108 = -647106.016316
  nChanged 28
		SP:Iteration 23Q (40233.820000 sec): 3 clusters
  Score: Raw -651194.594213 + Penalty 4072.626108 = -647121.968105
  nChanged 28
		SP:Iteration 24Q (40234.000000 sec): 3 clusters
  Score: Raw -651213.177168 + Penalty 4072.626108 = -647140.551061
  nChanged 26
		SP:Iteration 25Q (40234.180000 sec): 3 clusters
  Score: Raw -651231.704514 + Penalty 4072.626108 = -647159.078406
  nChanged 29
		SP:Iteration 26Q (40234.350000 sec): 3 clusters
  Score: Raw -651251.290092 + Penalty 4072.626108 = -647178.663984
  nChanged 30
		SP:Iteration 27Q (40234.520000 sec): 3 clusters
  Score: Raw -651269.630061 + Penalty 4072.626108 = -647197.003953
  nChanged 27
		SP:Iteration 28Q (40234.620000 sec): 3 clusters
  Score: Raw -651291.155012 + Penalty 4072.626108 = -647218.528905
  nChanged 36
		SP:Iteration 29Q (40234.810000 sec): 3 clusters
  Score: Raw -651313.932058 + Penalty 4072.626108 = -647241.305950
  nChanged 20
		SP:Iteration 30Q (40234.970000 sec): 3 clusters
  Score: Raw -651327.340090 + Penalty 4072.626108 = -647254.713982
  nChanged 13
		SP:Iteration 31Q (40235.200000 sec): 3 clusters
  Score: Raw -651333.733489 + Penalty 4072.626108 = -647261.107381
  nChanged 14
		SP:Iteration 32Q (40235.380000 sec): 3 clusters
  Score: Raw -651340.715712 + Penalty 4072.626108 = -647268.089604
  nChanged 16
		SP:Iteration 33Q (40235.540000 sec): 3 clusters
  Score: Raw -651349.626862 + Penalty 4072.626108 = -647277.000754
  nChanged 18
		SP:Iteration 34Q (40235.710000 sec): 3 clusters
  Score: Raw -651359.488509 + Penalty 4072.626108 = -647286.862401
  nChanged 19
		SP:Iteration 35Q (40235.880000 sec): 3 clusters
  Score: Raw -651371.845943 + Penalty 4072.626108 = -647299.219835
  nChanged 20
		SP:Iteration 36Q (40236.060000 sec): 3 clusters
  Score: Raw -651384.938455 + Penalty 4072.626108 = -647312.312347
  nChanged 19
		SP:Iteration 37Q (40236.240000 sec): 3 clusters
  Score: Raw -651396.232160 + Penalty 4072.626108 = -647323.606053
  nChanged 11
		SP:Iteration 38Q (40236.410000 sec): 3 clusters
  Score: Raw -651401.386329 + Penalty 4072.626108 = -647328.760221
  nChanged 9
		SP:Iteration 39Q (40236.580000 sec): 3 clusters
  Score: Raw -651405.894990 + Penalty 4072.626108 = -647333.268882
  nChanged 10
		SP:Iteration 40F (40236.760000 sec): 3 clusters
  Score: Raw -651412.364000 + Penalty 4072.626108 = -647339.737892
  nChanged 8
		SP:Iteration 41Q (40236.940000 sec): 3 clusters
  Score: Raw -651415.681264 + Penalty 4072.626108 = -647343.055156
  nChanged 5
		SP:Iteration 42Q (40237.110000 sec): 3 clusters
  Score: Raw -651417.299176 + Penalty 4072.626108 = -647344.673069
  nChanged 2
		SP:Iteration 43Q (40237.290000 sec): 3 clusters
  Score: Raw -651417.754959 + Penalty 4072.626108 = -647345.128851
  nChanged 2
		SP:Iteration 44Q (40237.460000 sec): 3 clusters
  Score: Raw -651418.529076 + Penalty 4072.626108 = -647345.902969
  nChanged 3
		SP:Iteration 45Q (40237.640000 sec): 3 clusters
  Score: Raw -651420.385610 + Penalty 4072.626108 = -647347.759502
  nChanged 3
		SP:Iteration 46Q (40237.810000 sec): 3 clusters
  Score: Raw -651421.733620 + Penalty 4072.626108 = -647349.107512
  nChanged 0
		SP:Iteration 47F (40237.990000 sec): 3 clusters
  Score: Raw -651421.733620 + Penalty 4072.626108 = -647349.107512
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40238.070000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40238.250000 sec): 3 clusters
  Score: Raw -191519.584669 + Penalty 3494.272938 = -188025.311731
  nChanged 306
		SP:Iteration 1F (40238.420000 sec): 3 clusters
  Score: Raw -191938.583959 + Penalty 3494.272938 = -188444.311020
  nChanged 92
		SP:Iteration 2F (40238.600000 sec): 3 clusters
  Score: Raw -192111.133984 + Penalty 3494.272938 = -188616.861046
  nChanged 47
		SP:Iteration 3Q (40238.780000 sec): 3 clusters
  Score: Raw -192187.249467 + Penalty 3494.272938 = -188692.976529
  nChanged 33
		SP:Iteration 4Q (40238.940000 sec): 3 clusters
  Score: Raw -192246.540485 + Penalty 3494.272938 = -188752.267547
  nChanged 34
		SP:Iteration 5Q (40239.130000 sec): 3 clusters
  Score: Raw -192308.399109 + Penalty 3494.272938 = -188814.126171
  nChanged 31
		SP:Iteration 6Q (40239.300000 sec): 3 clusters
  Score: Raw -192353.143374 + Penalty 3494.272938 = -188858.870436
  nChanged 21
		SP:Iteration 7Q (40239.480000 sec): 3 clusters
  Score: Raw -192379.095132 + Penalty 3494.272938 = -188884.822194
  nChanged 19
		SP:Iteration 8Q (40239.660000 sec): 3 clusters
  Score: Raw -192413.608546 + Penalty 3494.272938 = -188919.335608
  nChanged 17
		SP:Iteration 9Q (40239.830000 sec): 3 clusters
  Score: Raw -192442.597226 + Penalty 3494.272938 = -188948.324288
  nChanged 13
		SP:Iteration 10Q (40240.010000 sec): 3 clusters
  Score: Raw -192468.479647 + Penalty 3494.272938 = -188974.206709
  nChanged 6
		SP:Iteration 11Q (40240.180000 sec): 3 clusters
  Score: Raw -192477.529826 + Penalty 3494.272938 = -188983.256887
  nChanged 5
		SP:Iteration 12Q (40240.360000 sec): 3 clusters
  Score: Raw -192481.908726 + Penalty 3494.272938 = -188987.635787
  nChanged 2
		SP:Iteration 13Q (40240.530000 sec): 3 clusters
  Score: Raw -192484.285553 + Penalty 3494.272938 = -188990.012615
  nChanged 2
		SP:Iteration 14Q (40240.710000 sec): 3 clusters
  Score: Raw -192485.998055 + Penalty 3494.272938 = -188991.725117
  nChanged 1
		SP:Iteration 15Q (40240.880000 sec): 3 clusters
  Score: Raw -192487.844413 + Penalty 3494.272938 = -188993.571475
  nChanged 0
		SP:Iteration 16F (40241.060000 sec): 3 clusters
  Score: Raw -192487.844413 + Penalty 3494.272938 = -188993.571475
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40241.150000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40241.320000 sec): 3 clusters
  Score: Raw -20979.200091 + Penalty 2458.090221 = -18521.109871
  nChanged 12
		SP:Iteration 1F (40241.500000 sec): 3 clusters
  Score: Raw -21038.915969 + Penalty 2458.090221 = -18580.825749
  nChanged 3
		SP:Iteration 2Q (40241.680000 sec): 3 clusters
  Score: Raw -21061.571763 + Penalty 2458.090221 = -18603.481542
  nChanged 4
		SP:Iteration 3Q (40241.850000 sec): 3 clusters
  Score: Raw -21088.507082 + Penalty 2458.090221 = -18630.416862
  nChanged 0
		SP:Iteration 4F (40242.030000 sec): 3 clusters
  Score: Raw -21088.507082 + Penalty 2458.090221 = -18630.416862
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40242.120000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40242.290000 sec): 3 clusters
  Score: Raw -52782.383604 + Penalty 2857.977486 = -49924.406118
  nChanged 37
		SP:Iteration 1F (40242.470000 sec): 3 clusters
  Score: Raw -52884.741348 + Penalty 2857.977486 = -50026.763862
  nChanged 8
		SP:Iteration 2Q (40242.650000 sec): 3 clusters
  Score: Raw -52914.361097 + Penalty 2857.977486 = -50056.383611
  nChanged 4
		SP:Iteration 3Q (40242.820000 sec): 3 clusters
  Score: Raw -52924.543367 + Penalty 2857.977486 = -50066.565881
  nChanged 1
		SP:Iteration 4Q (40243.000000 sec): 3 clusters
  Score: Raw -52930.669298 + Penalty 2857.977486 = -50072.691812
  nChanged 0
		SP:Iteration 5F (40243.170000 sec): 3 clusters
  Score: Raw -52930.669298 + Penalty 2857.977486 = -50072.691812
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40243.260000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40243.440000 sec): 3 clusters
  Score: Raw -68408.292521 + Penalty 3139.541569 = -65268.750951
  nChanged 135
		SP:Iteration 1F (40243.610000 sec): 3 clusters
  Score: Raw -68722.122262 + Penalty 3139.541569 = -65582.580693
  nChanged 69
		SP:Iteration 2F (40243.790000 sec): 3 clusters
  Score: Raw -69068.523990 + Penalty 3139.541569 = -65928.982421
  nChanged 56
		SP:Iteration 3F (40243.970000 sec): 3 clusters
  Score: Raw -69251.588836 + Penalty 3139.541569 = -66112.047266
  nChanged 22
		SP:Iteration 4Q (40244.140000 sec): 3 clusters
  Score: Raw -69374.520660 + Penalty 3139.541569 = -66234.979091
  nChanged 13
		SP:Iteration 5Q (40244.320000 sec): 3 clusters
  Score: Raw -69441.434597 + Penalty 3139.541569 = -66301.893028
  nChanged 7
		SP:Iteration 6Q (40244.490000 sec): 3 clusters
  Score: Raw -69476.371468 + Penalty 3139.541569 = -66336.829899
  nChanged 3
		SP:Iteration 7Q (40244.620000 sec): 3 clusters
  Score: Raw -69489.003832 + Penalty 3139.541569 = -66349.462263
  nChanged 5
		SP:Iteration 8Q (40244.810000 sec): 3 clusters
  Score: Raw -69521.062923 + Penalty 3139.541569 = -66381.521354
  nChanged 5
		SP:Iteration 9Q (40244.970000 sec): 3 clusters
  Score: Raw -69535.114316 + Penalty 3139.541569 = -66395.572747
  nChanged 5
		SP:Iteration 10Q (40245.150000 sec): 3 clusters
  Score: Raw -69542.462882 + Penalty 3139.541569 = -66402.921313
  nChanged 0
		SP:Iteration 11F (40245.320000 sec): 3 clusters
  Score: Raw -69542.462882 + Penalty 3139.541569 = -66402.921313
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40245.410000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40245.580000 sec): 3 clusters
  Score: Raw -23075.777491 + Penalty 2471.868884 = -20603.908607
  nChanged 9
		SP:Iteration 1F (40245.740000 sec): 3 clusters
  Score: Raw -23145.368895 + Penalty 2471.868884 = -20673.500011
  nChanged 2
		SP:Iteration 2Q (40245.910000 sec): 3 clusters
  Score: Raw -23173.009519 + Penalty 2471.868884 = -20701.140634
  nChanged 0
		SP:Iteration 3F (40246.070000 sec): 3 clusters
  Score: Raw -23173.009519 + Penalty 2471.868884 = -20701.140634
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40246.150000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40246.320000 sec): 3 clusters
  Score: Raw -95137.605138 + Penalty 3167.892142 = -91969.712996
  nChanged 127
		SP:Iteration 1F (40246.480000 sec): 3 clusters
  Score: Raw -95370.227116 + Penalty 3167.892142 = -92202.334973
  nChanged 34
		SP:Iteration 2F (40246.640000 sec): 3 clusters
  Score: Raw -95465.724824 + Penalty 3167.892142 = -92297.832681
  nChanged 12
		SP:Iteration 3Q (40246.810000 sec): 3 clusters
  Score: Raw -95510.758678 + Penalty 3167.892142 = -92342.866535
  nChanged 7
		SP:Iteration 4Q (40246.970000 sec): 3 clusters
  Score: Raw -95530.518636 + Penalty 3167.892142 = -92362.626493
  nChanged 6
		SP:Iteration 5Q (40247.130000 sec): 3 clusters
  Score: Raw -95540.967076 + Penalty 3167.892142 = -92373.074934
  nChanged 4
		SP:Iteration 6Q (40247.290000 sec): 3 clusters
  Score: Raw -95548.366070 + Penalty 3167.892142 = -92380.473928
  nChanged 3
		SP:Iteration 7Q (40247.450000 sec): 3 clusters
  Score: Raw -95553.461657 + Penalty 3167.892142 = -92385.569515
  nChanged 4
		SP:Iteration 8Q (40247.610000 sec): 3 clusters
  Score: Raw -95559.177301 + Penalty 3167.892142 = -92391.285159
  nChanged 2
		SP:Iteration 9Q (40247.770000 sec): 3 clusters
  Score: Raw -95568.013441 + Penalty 3167.892142 = -92400.121299
  nChanged 2
		SP:Iteration 10Q (40247.930000 sec): 3 clusters
  Score: Raw -95576.492300 + Penalty 3167.892142 = -92408.600158
  nChanged 2
		SP:Iteration 11Q (40248.090000 sec): 3 clusters
  Score: Raw -95586.162485 + Penalty 3167.892142 = -92418.270342
  nChanged 2
		SP:Iteration 12Q (40248.250000 sec): 3 clusters
  Score: Raw -95600.555631 + Penalty 3167.892142 = -92432.663488
  nChanged 7
		SP:Iteration 13Q (40248.410000 sec): 3 clusters
  Score: Raw -95617.321300 + Penalty 3167.892142 = -92449.429158
  nChanged 7
		SP:Iteration 14Q (40248.570000 sec): 3 clusters
  Score: Raw -95635.741904 + Penalty 3167.892142 = -92467.849761
  nChanged 6
		SP:Iteration 15Q (40248.730000 sec): 3 clusters
  Score: Raw -95650.996746 + Penalty 3167.892142 = -92483.104604
  nChanged 5
		SP:Iteration 16Q (40248.880000 sec): 3 clusters
  Score: Raw -95668.652593 + Penalty 3167.892142 = -92500.760451
  nChanged 5
		SP:Iteration 17Q (40249.040000 sec): 3 clusters
  Score: Raw -95677.662012 + Penalty 3167.892142 = -92509.769870
  nChanged 1
		SP:Iteration 18Q (40249.200000 sec): 3 clusters
  Score: Raw -95678.495672 + Penalty 3167.892142 = -92510.603530
  nChanged 1
		SP:Iteration 19Q (40249.360000 sec): 3 clusters
  Score: Raw -95679.268592 + Penalty 3167.892142 = -92511.376449
  nChanged 0
		SP:Iteration 20F (40249.520000 sec): 3 clusters
  Score: Raw -95679.268592 + Penalty 3167.892142 = -92511.376449
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40249.600000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40249.760000 sec): 3 clusters
  Score: Raw -43909.459650 + Penalty 2789.512683 = -41119.946967
  nChanged 43
		SP:Iteration 1F (40249.920000 sec): 3 clusters
  Score: Raw -44047.519685 + Penalty 2789.512683 = -41258.007002
  nChanged 12
		SP:Iteration 2Q (40250.080000 sec): 3 clusters
  Score: Raw -44084.097124 + Penalty 2789.512683 = -41294.584441
  nChanged 6
		SP:Iteration 3Q (40250.240000 sec): 3 clusters
  Score: Raw -44113.714520 + Penalty 2789.512683 = -41324.201837
  nChanged 7
		SP:Iteration 4Q (40250.400000 sec): 3 clusters
  Score: Raw -44145.447704 + Penalty 2789.512683 = -41355.935021
  nChanged 2
		SP:Iteration 5Q (40250.560000 sec): 3 clusters
  Score: Raw -44148.370129 + Penalty 2789.512683 = -41358.857445
  nChanged 0
		SP:Iteration 6F (40250.720000 sec): 3 clusters
  Score: Raw -44148.370129 + Penalty 2789.512683 = -41358.857445
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40250.800000 sec): 2 clusters
  Score: Raw -185766.631493 + Penalty 1747.136469 = -184019.495024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40250.960000 sec): 3 clusters
  Score: Raw -185504.565906 + Penalty 3494.272938 = -182010.292967
  nChanged 325
		SP:Iteration 1F (40251.120000 sec): 3 clusters
  Score: Raw -185838.109658 + Penalty 3494.272938 = -182343.836720
  nChanged 74
		SP:Iteration 2F (40251.290000 sec): 3 clusters
  Score: Raw -185931.992407 + Penalty 3494.272938 = -182437.719469
  nChanged 54
		SP:Iteration 3Q (40251.440000 sec): 3 clusters
  Score: Raw -186017.057262 + Penalty 3494.272938 = -182522.784324
  nChanged 29
		SP:Iteration 4Q (40251.600000 sec): 3 clusters
  Score: Raw -186059.220227 + Penalty 3494.272938 = -182564.947289
  nChanged 28
		SP:Iteration 5Q (40251.760000 sec): 3 clusters
  Score: Raw -186091.658886 + Penalty 3494.272938 = -182597.385948
  nChanged 20
		SP:Iteration 6Q (40251.920000 sec): 3 clusters
  Score: Raw -186113.389765 + Penalty 3494.272938 = -182619.116826
  nChanged 13
		SP:Iteration 7Q (40252.080000 sec): 3 clusters
  Score: Raw -186133.294880 + Penalty 3494.272938 = -182639.021942
  nChanged 11
		SP:Iteration 8Q (40252.280000 sec): 3 clusters
  Score: Raw -186147.065214 + Penalty 3494.272938 = -182652.792276
  nChanged 6
		SP:Iteration 9Q (40252.430000 sec): 3 clusters
  Score: Raw -186156.497312 + Penalty 3494.272938 = -182662.224374
  nChanged 11
		SP:Iteration 10Q (40252.580000 sec): 3 clusters
  Score: Raw -186166.284051 + Penalty 3494.272938 = -182672.011113
  nChanged 2
		SP:Iteration 11Q (40252.740000 sec): 3 clusters
  Score: Raw -186168.291700 + Penalty 3494.272938 = -182674.018762
  nChanged 2
		SP:Iteration 12Q (40252.890000 sec): 3 clusters
  Score: Raw -186169.129761 + Penalty 3494.272938 = -182674.856823
  nChanged 1
		SP:Iteration 13Q (40253.050000 sec): 3 clusters
  Score: Raw -186169.888382 + Penalty 3494.272938 = -182675.615444
  nChanged 2
		SP:Iteration 14Q (40253.160000 sec): 3 clusters
  Score: Raw -186170.945395 + Penalty 3494.272938 = -182676.672457
  nChanged 0
		SP:Iteration 15F (40253.320000 sec): 3 clusters
  Score: Raw -186170.945395 + Penalty 3494.272938 = -182676.672457
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40253.400000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40253.560000 sec): 3 clusters
  Score: Raw -46549.025493 + Penalty 2908.361063 = -43640.664430
  nChanged 99
		SP:Iteration 1F (40253.730000 sec): 3 clusters
  Score: Raw -47041.104108 + Penalty 2908.361063 = -44132.743044
  nChanged 27
		SP:Iteration 2F (40253.900000 sec): 3 clusters
  Score: Raw -47178.008141 + Penalty 2908.361063 = -44269.647078
  nChanged 6
		SP:Iteration 3Q (40254.070000 sec): 3 clusters
  Score: Raw -47196.584514 + Penalty 2908.361063 = -44288.223451
  nChanged 2
		SP:Iteration 4Q (40254.250000 sec): 3 clusters
  Score: Raw -47201.290074 + Penalty 2908.361063 = -44292.929011
  nChanged 1
		SP:Iteration 5Q (40254.430000 sec): 3 clusters
  Score: Raw -47202.158137 + Penalty 2908.361063 = -44293.797074
  nChanged 0
		SP:Iteration 6F (40254.600000 sec): 3 clusters
  Score: Raw -47202.158137 + Penalty 2908.361063 = -44293.797074
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40254.690000 sec): 2 clusters
  Score: Raw -85480.501573 + Penalty 1586.438554 = -83894.063019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40254.870000 sec): 3 clusters
  Score: Raw -85478.780803 + Penalty 3172.877109 = -82305.903694
  nChanged 131
		SP:Iteration 1F (40255.040000 sec): 3 clusters
  Score: Raw -85755.727957 + Penalty 3172.877109 = -82582.850848
  nChanged 42
		SP:Iteration 2F (40255.230000 sec): 3 clusters
  Score: Raw -85896.681547 + Penalty 3172.877109 = -82723.804438
  nChanged 32
		SP:Iteration 3F (40255.390000 sec): 3 clusters
  Score: Raw -86007.540292 + Penalty 3172.877109 = -82834.663183
  nChanged 28
		SP:Iteration 4Q (40255.570000 sec): 3 clusters
  Score: Raw -86088.530839 + Penalty 3172.877109 = -82915.653730
  nChanged 20
		SP:Iteration 5Q (40255.750000 sec): 3 clusters
  Score: Raw -86165.687733 + Penalty 3172.877109 = -82992.810624
  nChanged 19
		SP:Iteration 6Q (40255.920000 sec): 3 clusters
  Score: Raw -86228.327799 + Penalty 3172.877109 = -83055.450690
  nChanged 13
		SP:Iteration 7Q (40256.100000 sec): 3 clusters
  Score: Raw -86282.418554 + Penalty 3172.877109 = -83109.541445
  nChanged 9
		SP:Iteration 8Q (40256.270000 sec): 3 clusters
  Score: Raw -86324.172144 + Penalty 3172.877109 = -83151.295035
  nChanged 2
		SP:Iteration 9Q (40256.450000 sec): 3 clusters
  Score: Raw -86334.369065 + Penalty 3172.877109 = -83161.491956
  nChanged 5
		SP:Iteration 10Q (40256.630000 sec): 3 clusters
  Score: Raw -86352.130379 + Penalty 3172.877109 = -83179.253270
  nChanged 4
		SP:Iteration 11Q (40256.800000 sec): 3 clusters
  Score: Raw -86364.292865 + Penalty 3172.877109 = -83191.415756
  nChanged 2
		SP:Iteration 12Q (40256.980000 sec): 3 clusters
  Score: Raw -86371.722392 + Penalty 3172.877109 = -83198.845283
  nChanged 0
		SP:Iteration 13F (40257.110000 sec): 3 clusters
  Score: Raw -86371.722392 + Penalty 3172.877109 = -83198.845283
  nChanged 0
Deleting Class 31 (440 points): Lose 3024.806969 but Gain 3262.464713
Iteration 504F (40375.260000 sec): 60 clusters
  Score: Raw -91407837.529203 + Penalty 192485.418085 = -91215352.111119
  nChanged 409
Iteration 505F (40491.530000 sec): 60 clusters
  Score: Raw -91408909.126831 + Penalty 192485.418085 = -91216423.708746
  nChanged 28
Iteration 506Q (40570.570000 sec): 60 clusters
  Score: Raw -91408940.467270 + Penalty 192485.418085 = -91216455.049185
  nChanged 4
Iteration 507Q (40649.340000 sec): 60 clusters
  Score: Raw -91408944.247912 + Penalty 192485.418085 = -91216458.829828
  nChanged 1
Iteration 508Q (40727.430000 sec): 60 clusters
  Score: Raw -91408944.755881 + Penalty 192485.418085 = -91216459.337797
  nChanged 0
Iteration 509F (40838.510000 sec): 60 clusters
  Score: Raw -91408944.755881 + Penalty 192485.418085 = -91216459.337797
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408944.755881 + Penalty 192485.418085 = -91216459.337797
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40838.540000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40838.660000 sec): 3 clusters
  Score: Raw -48044.456384 + Penalty 2941.076215 = -45103.380169
  nChanged 73
		SP:Iteration 1F (40838.670000 sec): 3 clusters
  Score: Raw -48299.027042 + Penalty 2941.076215 = -45357.950827
  nChanged 27
		SP:Iteration 2F (40838.680000 sec): 3 clusters
  Score: Raw -48462.493247 + Penalty 2941.076215 = -45521.417032
  nChanged 28
		SP:Iteration 3F (40838.690000 sec): 3 clusters
  Score: Raw -48656.609670 + Penalty 2941.076215 = -45715.533455
  nChanged 21
		SP:Iteration 4F (40838.700000 sec): 3 clusters
  Score: Raw -48793.367448 + Penalty 2941.076215 = -45852.291233
  nChanged 18
		SP:Iteration 5Q (40838.730000 sec): 3 clusters
  Score: Raw -48897.083411 + Penalty 2941.076215 = -45956.007196
  nChanged 8
		SP:Iteration 6Q (40838.740000 sec): 3 clusters
  Score: Raw -48952.605473 + Penalty 2941.076215 = -46011.529258
  nChanged 9
		SP:Iteration 7Q (40838.750000 sec): 3 clusters
  Score: Raw -49011.074808 + Penalty 2941.076215 = -46069.998593
  nChanged 2
		SP:Iteration 8Q (40838.770000 sec): 3 clusters
  Score: Raw -49019.315365 + Penalty 2941.076215 = -46078.239150
  nChanged 0
		SP:Iteration 9F (40838.780000 sec): 3 clusters
  Score: Raw -49019.315365 + Penalty 2941.076215 = -46078.239150
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40838.820000 sec): 2 clusters
  Score: Raw -77478.041275 + Penalty 1532.644130 = -75945.397145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40838.840000 sec): 3 clusters
  Score: Raw -77508.154392 + Penalty 3065.288260 = -74442.866132
  nChanged 89
		SP:Iteration 1F (40838.860000 sec): 3 clusters
  Score: Raw -77671.222230 + Penalty 3065.288260 = -74605.933970
  nChanged 23
		SP:Iteration 2Q (40838.890000 sec): 3 clusters
  Score: Raw -77719.490885 + Penalty 3065.288260 = -74654.202624
  nChanged 9
		SP:Iteration 3Q (40838.910000 sec): 3 clusters
  Score: Raw -77745.672629 + Penalty 3065.288260 = -74680.384369
  nChanged 7
		SP:Iteration 4Q (40838.930000 sec): 3 clusters
  Score: Raw -77766.410877 + Penalty 3065.288260 = -74701.122617
  nChanged 7
		SP:Iteration 5Q (40838.950000 sec): 3 clusters
  Score: Raw -77785.716623 + Penalty 3065.288260 = -74720.428363
  nChanged 2
		SP:Iteration 6Q (40838.970000 sec): 3 clusters
  Score: Raw -77792.363099 + Penalty 3065.288260 = -74727.074839
  nChanged 2
		SP:Iteration 7Q (40839.000000 sec): 3 clusters
  Score: Raw -77802.802064 + Penalty 3065.288260 = -74737.513804
  nChanged 3
		SP:Iteration 8Q (40839.020000 sec): 3 clusters
  Score: Raw -77813.375208 + Penalty 3065.288260 = -74748.086948
  nChanged 1
		SP:Iteration 9Q (40839.040000 sec): 3 clusters
  Score: Raw -77817.372716 + Penalty 3065.288260 = -74752.084456
  nChanged 2
		SP:Iteration 10Q (40839.070000 sec): 3 clusters
  Score: Raw -77821.197446 + Penalty 3065.288260 = -74755.909185
  nChanged 2
		SP:Iteration 11Q (40839.090000 sec): 3 clusters
  Score: Raw -77822.981518 + Penalty 3065.288260 = -74757.693258
  nChanged 2
		SP:Iteration 12Q (40839.110000 sec): 3 clusters
  Score: Raw -77831.894611 + Penalty 3065.288260 = -74766.606350
  nChanged 0
		SP:Iteration 13F (40839.130000 sec): 3 clusters
  Score: Raw -77831.894611 + Penalty 3065.288260 = -74766.606350
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40839.180000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40839.210000 sec): 3 clusters
  Score: Raw -221722.747019 + Penalty 3514.607126 = -218208.139893
  nChanged 356
		SP:Iteration 1F (40839.240000 sec): 3 clusters
  Score: Raw -222131.765989 + Penalty 3514.607126 = -218617.158863
  nChanged 96
		SP:Iteration 2F (40839.270000 sec): 3 clusters
  Score: Raw -222287.649673 + Penalty 3514.607126 = -218773.042547
  nChanged 57
		SP:Iteration 3Q (40839.310000 sec): 3 clusters
  Score: Raw -222355.145209 + Penalty 3514.607126 = -218840.538083
  nChanged 27
		SP:Iteration 4Q (40839.340000 sec): 3 clusters
  Score: Raw -222389.207654 + Penalty 3514.607126 = -218874.600528
  nChanged 20
		SP:Iteration 5Q (40839.370000 sec): 3 clusters
  Score: Raw -222417.753718 + Penalty 3514.607126 = -218903.146591
  nChanged 20
		SP:Iteration 6Q (40839.400000 sec): 3 clusters
  Score: Raw -222442.782014 + Penalty 3514.607126 = -218928.174888
  nChanged 15
		SP:Iteration 7Q (40839.430000 sec): 3 clusters
  Score: Raw -222464.068021 + Penalty 3514.607126 = -218949.460894
  nChanged 14
		SP:Iteration 8Q (40839.470000 sec): 3 clusters
  Score: Raw -222488.057779 + Penalty 3514.607126 = -218973.450653
  nChanged 12
		SP:Iteration 9Q (40839.500000 sec): 3 clusters
  Score: Raw -222503.351222 + Penalty 3514.607126 = -218988.744096
  nChanged 13
		SP:Iteration 10Q (40839.530000 sec): 3 clusters
  Score: Raw -222514.021658 + Penalty 3514.607126 = -218999.414531
  nChanged 7
		SP:Iteration 11Q (40839.560000 sec): 3 clusters
  Score: Raw -222522.798324 + Penalty 3514.607126 = -219008.191198
  nChanged 8
		SP:Iteration 12Q (40839.590000 sec): 3 clusters
  Score: Raw -222531.881852 + Penalty 3514.607126 = -219017.274726
  nChanged 2
		SP:Iteration 13Q (40839.630000 sec): 3 clusters
  Score: Raw -222534.496487 + Penalty 3514.607126 = -219019.889361
  nChanged 1
		SP:Iteration 14Q (40839.660000 sec): 3 clusters
  Score: Raw -222535.636491 + Penalty 3514.607126 = -219021.029365
  nChanged 0
		SP:Iteration 15F (40839.690000 sec): 3 clusters
  Score: Raw -222535.636491 + Penalty 3514.607126 = -219021.029365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40839.720000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40839.730000 sec): 3 clusters
  Score: Raw -27007.582861 + Penalty 2544.429763 = -24463.153099
  nChanged 8
		SP:Iteration 1Q (40839.730000 sec): 3 clusters
  Score: Raw -27068.750645 + Penalty 2544.429763 = -24524.320883
  nChanged 2
		SP:Iteration 2Q (40839.740000 sec): 3 clusters
  Score: Raw -27085.166456 + Penalty 2544.429763 = -24540.736693
  nChanged 3
		SP:Iteration 3Q (40839.750000 sec): 3 clusters
  Score: Raw -27138.485459 + Penalty 2544.429763 = -24594.055696
  nChanged 2
		SP:Iteration 4Q (40839.760000 sec): 3 clusters
  Score: Raw -27152.238039 + Penalty 2544.429763 = -24607.808277
  nChanged 0
		SP:Iteration 5F (40839.770000 sec): 3 clusters
  Score: Raw -27152.238039 + Penalty 2544.429763 = -24607.808277
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40839.850000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40839.970000 sec): 3 clusters
  Score: Raw -901824.417400 + Penalty 4236.000510 = -897588.416890
  nChanged 1970
		SP:Iteration 1F (40840.070000 sec): 3 clusters
  Score: Raw -902971.543618 + Penalty 4236.000510 = -898735.543108
  nChanged 360
		SP:Iteration 2F (40840.170000 sec): 3 clusters
  Score: Raw -903192.635779 + Penalty 4236.000510 = -898956.635269
  nChanged 271
		SP:Iteration 3F (40840.270000 sec): 3 clusters
  Score: Raw -903346.248706 + Penalty 4236.000510 = -899110.248196
  nChanged 201
		SP:Iteration 4Q (40840.370000 sec): 3 clusters
  Score: Raw -903451.242906 + Penalty 4236.000510 = -899215.242396
  nChanged 150
		SP:Iteration 5Q (40840.470000 sec): 3 clusters
  Score: Raw -903528.917349 + Penalty 4236.000510 = -899292.916839
  nChanged 131
		SP:Iteration 6Q (40840.590000 sec): 3 clusters
  Score: Raw -903590.086572 + Penalty 4236.000510 = -899354.086062
  nChanged 119
		SP:Iteration 7Q (40840.710000 sec): 3 clusters
  Score: Raw -903641.944687 + Penalty 4236.000510 = -899405.944177
  nChanged 102
		SP:Iteration 8Q (40840.820000 sec): 3 clusters
  Score: Raw -903688.164195 + Penalty 4236.000510 = -899452.163685
  nChanged 109
		SP:Iteration 9Q (40840.940000 sec): 3 clusters
  Score: Raw -903742.342665 + Penalty 4236.000510 = -899506.342155
  nChanged 106
		SP:Iteration 10Q (40841.050000 sec): 3 clusters
  Score: Raw -903798.446670 + Penalty 4236.000510 = -899562.446160
  nChanged 100
		SP:Iteration 11Q (40841.170000 sec): 3 clusters
  Score: Raw -903845.320807 + Penalty 4236.000510 = -899609.320297
  nChanged 84
		SP:Iteration 12Q (40841.280000 sec): 3 clusters
  Score: Raw -903890.725172 + Penalty 4236.000510 = -899654.724662
  nChanged 98
		SP:Iteration 13Q (40841.390000 sec): 3 clusters
  Score: Raw -903941.798965 + Penalty 4236.000510 = -899705.798455
  nChanged 86
		SP:Iteration 14Q (40841.510000 sec): 3 clusters
  Score: Raw -903989.156140 + Penalty 4236.000510 = -899753.155630
  nChanged 79
		SP:Iteration 15Q (40841.620000 sec): 3 clusters
  Score: Raw -904027.365853 + Penalty 4236.000510 = -899791.365343
  nChanged 58
		SP:Iteration 16Q (40841.730000 sec): 3 clusters
  Score: Raw -904057.719885 + Penalty 4236.000510 = -899821.719375
  nChanged 56
		SP:Iteration 17Q (40841.840000 sec): 3 clusters
  Score: Raw -904088.031817 + Penalty 4236.000510 = -899852.031307
  nChanged 47
		SP:Iteration 18Q (40842.040000 sec): 3 clusters
  Score: Raw -904111.739209 + Penalty 4236.000510 = -899875.738699
  nChanged 48
		SP:Iteration 19Q (40842.250000 sec): 3 clusters
  Score: Raw -904133.199105 + Penalty 4236.000510 = -899897.198595
  nChanged 39
		SP:Iteration 20F (40842.410000 sec): 3 clusters
  Score: Raw -904149.970642 + Penalty 4236.000510 = -899913.970132
  nChanged 31
		SP:Iteration 21Q (40842.510000 sec): 3 clusters
  Score: Raw -904163.030863 + Penalty 4236.000510 = -899927.030353
  nChanged 34
		SP:Iteration 22Q (40842.610000 sec): 3 clusters
  Score: Raw -904176.208446 + Penalty 4236.000510 = -899940.207936
  nChanged 28
		SP:Iteration 23Q (40842.720000 sec): 3 clusters
  Score: Raw -904188.400208 + Penalty 4236.000510 = -899952.399698
  nChanged 29
		SP:Iteration 24Q (40842.820000 sec): 3 clusters
  Score: Raw -904202.169346 + Penalty 4236.000510 = -899966.168836
  nChanged 24
		SP:Iteration 25Q (40842.930000 sec): 3 clusters
  Score: Raw -904215.118000 + Penalty 4236.000510 = -899979.117490
  nChanged 30
		SP:Iteration 26Q (40843.130000 sec): 3 clusters
  Score: Raw -904230.250128 + Penalty 4236.000510 = -899994.249618
  nChanged 28
		SP:Iteration 27Q (40843.270000 sec): 3 clusters
  Score: Raw -904246.387989 + Penalty 4236.000510 = -900010.387479
  nChanged 36
		SP:Iteration 28Q (40843.380000 sec): 3 clusters
  Score: Raw -904266.276164 + Penalty 4236.000510 = -900030.275654
  nChanged 34
		SP:Iteration 29Q (40843.480000 sec): 3 clusters
  Score: Raw -904284.530397 + Penalty 4236.000510 = -900048.529887
  nChanged 36
		SP:Iteration 30Q (40843.580000 sec): 3 clusters
  Score: Raw -904301.878960 + Penalty 4236.000510 = -900065.878450
  nChanged 32
		SP:Iteration 31Q (40843.770000 sec): 3 clusters
  Score: Raw -904316.014099 + Penalty 4236.000510 = -900080.013589
  nChanged 24
		SP:Iteration 32Q (40843.980000 sec): 3 clusters
  Score: Raw -904327.169215 + Penalty 4236.000510 = -900091.168705
  nChanged 24
		SP:Iteration 33Q (40844.190000 sec): 3 clusters
  Score: Raw -904336.957728 + Penalty 4236.000510 = -900100.957218
  nChanged 19
		SP:Iteration 34Q (40844.290000 sec): 3 clusters
  Score: Raw -904344.995376 + Penalty 4236.000510 = -900108.994866
  nChanged 17
		SP:Iteration 35Q (40844.400000 sec): 3 clusters
  Score: Raw -904351.640293 + Penalty 4236.000510 = -900115.639783
  nChanged 10
		SP:Iteration 36Q (40844.510000 sec): 3 clusters
  Score: Raw -904356.717997 + Penalty 4236.000510 = -900120.717487
  nChanged 13
		SP:Iteration 37Q (40844.710000 sec): 3 clusters
  Score: Raw -904362.494589 + Penalty 4236.000510 = -900126.494079
  nChanged 9
		SP:Iteration 38Q (40844.910000 sec): 3 clusters
  Score: Raw -904366.775792 + Penalty 4236.000510 = -900130.775282
  nChanged 9
		SP:Iteration 39Q (40845.120000 sec): 3 clusters
  Score: Raw -904369.901537 + Penalty 4236.000510 = -900133.901027
  nChanged 5
		SP:Iteration 40F (40845.280000 sec): 3 clusters
  Score: Raw -904373.503723 + Penalty 4236.000510 = -900137.503213
  nChanged 7
		SP:Iteration 41Q (40845.480000 sec): 3 clusters
  Score: Raw -904376.670922 + Penalty 4236.000510 = -900140.670412
  nChanged 7
		SP:Iteration 42Q (40845.690000 sec): 3 clusters
  Score: Raw -904380.611571 + Penalty 4236.000510 = -900144.611061
  nChanged 11
		SP:Iteration 43Q (40845.890000 sec): 3 clusters
  Score: Raw -904385.134774 + Penalty 4236.000510 = -900149.134264
  nChanged 9
		SP:Iteration 44Q (40846.050000 sec): 3 clusters
  Score: Raw -904390.346691 + Penalty 4236.000510 = -900154.346181
  nChanged 14
		SP:Iteration 45Q (40846.260000 sec): 3 clusters
  Score: Raw -904399.148952 + Penalty 4236.000510 = -900163.148443
  nChanged 11
		SP:Iteration 46Q (40846.470000 sec): 3 clusters
  Score: Raw -904405.299917 + Penalty 4236.000510 = -900169.299407
  nChanged 9
		SP:Iteration 47Q (40846.670000 sec): 3 clusters
  Score: Raw -904411.685430 + Penalty 4236.000510 = -900175.684920
  nChanged 13
		SP:Iteration 48Q (40846.870000 sec): 3 clusters
  Score: Raw -904419.271408 + Penalty 4236.000510 = -900183.270898
  nChanged 14
		SP:Iteration 49Q (40846.970000 sec): 3 clusters
  Score: Raw -904426.133103 + Penalty 4236.000510 = -900190.132593
  nChanged 14
		SP:Iteration 50Q (40847.080000 sec): 3 clusters
  Score: Raw -904433.919923 + Penalty 4236.000510 = -900197.919413
  nChanged 12
		SP:Iteration 51Q (40847.180000 sec): 3 clusters
  Score: Raw -904438.656707 + Penalty 4236.000510 = -900202.656197
  nChanged 7
		SP:Iteration 52Q (40847.280000 sec): 3 clusters
  Score: Raw -904442.638808 + Penalty 4236.000510 = -900206.638298
  nChanged 11
		SP:Iteration 53Q (40847.380000 sec): 3 clusters
  Score: Raw -904447.080645 + Penalty 4236.000510 = -900211.080135
  nChanged 9
		SP:Iteration 54Q (40847.490000 sec): 3 clusters
  Score: Raw -904450.404257 + Penalty 4236.000510 = -900214.403748
  nChanged 6
		SP:Iteration 55Q (40847.600000 sec): 3 clusters
  Score: Raw -904453.606304 + Penalty 4236.000510 = -900217.605794
  nChanged 8
		SP:Iteration 56Q (40847.710000 sec): 3 clusters
  Score: Raw -904457.290341 + Penalty 4236.000510 = -900221.289831
  nChanged 6
		SP:Iteration 57Q (40847.820000 sec): 3 clusters
  Score: Raw -904460.519792 + Penalty 4236.000510 = -900224.519282
  nChanged 9
		SP:Iteration 58Q (40847.930000 sec): 3 clusters
  Score: Raw -904464.217133 + Penalty 4236.000510 = -900228.216623
  nChanged 3
		SP:Iteration 59Q (40848.040000 sec): 3 clusters
  Score: Raw -904465.130418 + Penalty 4236.000510 = -900229.129908
  nChanged 1
		SP:Iteration 60F (40848.150000 sec): 3 clusters
  Score: Raw -904465.340749 + Penalty 4236.000510 = -900229.340239
  nChanged 1
		SP:Iteration 61Q (40848.260000 sec): 3 clusters
  Score: Raw -904465.690666 + Penalty 4236.000510 = -900229.690156
  nChanged 1
		SP:Iteration 62Q (40848.370000 sec): 3 clusters
  Score: Raw -904465.921835 + Penalty 4236.000510 = -900229.921326
  nChanged 1
		SP:Iteration 63Q (40848.490000 sec): 3 clusters
  Score: Raw -904466.234735 + Penalty 4236.000510 = -900230.234225
  nChanged 1
		SP:Iteration 64Q (40848.590000 sec): 3 clusters
  Score: Raw -904466.561577 + Penalty 4236.000510 = -900230.561067
  nChanged 3
		SP:Iteration 65Q (40848.800000 sec): 3 clusters
  Score: Raw -904468.234873 + Penalty 4236.000510 = -900232.234363
  nChanged 2
		SP:Iteration 66Q (40848.940000 sec): 3 clusters
  Score: Raw -904468.814691 + Penalty 4236.000510 = -900232.814181
  nChanged 1
		SP:Iteration 67Q (40849.040000 sec): 3 clusters
  Score: Raw -904469.210037 + Penalty 4236.000510 = -900233.209527
  nChanged 2
		SP:Iteration 68Q (40849.240000 sec): 3 clusters
  Score: Raw -904470.543983 + Penalty 4236.000510 = -900234.543473
  nChanged 2
		SP:Iteration 69Q (40849.450000 sec): 3 clusters
  Score: Raw -904471.753058 + Penalty 4236.000510 = -900235.752548
  nChanged 1
		SP:Iteration 70Q (40849.630000 sec): 3 clusters
  Score: Raw -904472.499500 + Penalty 4236.000510 = -900236.498990
  nChanged 3
		SP:Iteration 71Q (40849.730000 sec): 3 clusters
  Score: Raw -904474.693604 + Penalty 4236.000510 = -900238.693094
  nChanged 6
		SP:Iteration 72Q (40849.830000 sec): 3 clusters
  Score: Raw -904478.490617 + Penalty 4236.000510 = -900242.490107
  nChanged 7
		SP:Iteration 73Q (40849.940000 sec): 3 clusters
  Score: Raw -904481.383229 + Penalty 4236.000510 = -900245.382719
  nChanged 8
		SP:Iteration 74Q (40850.050000 sec): 3 clusters
  Score: Raw -904487.209444 + Penalty 4236.000510 = -900251.208934
  nChanged 6
		SP:Iteration 75Q (40850.150000 sec): 3 clusters
  Score: Raw -904489.648149 + Penalty 4236.000510 = -900253.647639
  nChanged 4
		SP:Iteration 76Q (40850.260000 sec): 3 clusters
  Score: Raw -904491.571484 + Penalty 4236.000510 = -900255.570974
  nChanged 5
		SP:Iteration 77Q (40850.370000 sec): 3 clusters
  Score: Raw -904493.535011 + Penalty 4236.000510 = -900257.534501
  nChanged 1
		SP:Iteration 78Q (40850.480000 sec): 3 clusters
  Score: Raw -904494.369792 + Penalty 4236.000510 = -900258.369282
  nChanged 2
		SP:Iteration 79Q (40850.580000 sec): 3 clusters
  Score: Raw -904495.257446 + Penalty 4236.000510 = -900259.256936
  nChanged 0
		SP:Iteration 80F (40850.700000 sec): 3 clusters
  Score: Raw -904495.257446 + Penalty 4236.000510 = -900259.256936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40850.750000 sec): 2 clusters
  Score: Raw -60441.844148 + Penalty 1500.333897 = -58941.510251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40850.780000 sec): 3 clusters
  Score: Raw -60727.794710 + Penalty 3000.667794 = -57727.126916
  nChanged 107
		SP:Iteration 1F (40850.800000 sec): 3 clusters
  Score: Raw -61138.555751 + Penalty 3000.667794 = -58137.887957
  nChanged 45
		SP:Iteration 2F (40850.820000 sec): 3 clusters
  Score: Raw -61548.471781 + Penalty 3000.667794 = -58547.803987
  nChanged 29
		SP:Iteration 3F (40850.840000 sec): 3 clusters
  Score: Raw -61680.056955 + Penalty 3000.667794 = -58679.389161
  nChanged 10
		SP:Iteration 4Q (40850.860000 sec): 3 clusters
  Score: Raw -61731.329909 + Penalty 3000.667794 = -58730.662116
  nChanged 3
		SP:Iteration 5Q (40850.880000 sec): 3 clusters
  Score: Raw -61741.800336 + Penalty 3000.667794 = -58741.132542
  nChanged 1
		SP:Iteration 6Q (40850.890000 sec): 3 clusters
  Score: Raw -61748.230619 + Penalty 3000.667794 = -58747.562825
  nChanged 0
		SP:Iteration 7F (40850.910000 sec): 3 clusters
  Score: Raw -61748.230619 + Penalty 3000.667794 = -58747.562825
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40850.970000 sec): 2 clusters
  Score: Raw -280737.401180 + Penalty 1817.452464 = -278919.948716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40851.010000 sec): 3 clusters
  Score: Raw -280250.626466 + Penalty 3634.904927 = -276615.721538
  nChanged 468
		SP:Iteration 1F (40851.050000 sec): 3 clusters
  Score: Raw -280674.049201 + Penalty 3634.904927 = -277039.144274
  nChanged 113
		SP:Iteration 2F (40851.090000 sec): 3 clusters
  Score: Raw -280792.849508 + Penalty 3634.904927 = -277157.944581
  nChanged 69
		SP:Iteration 3Q (40851.130000 sec): 3 clusters
  Score: Raw -280871.092707 + Penalty 3634.904927 = -277236.187780
  nChanged 48
		SP:Iteration 4Q (40851.170000 sec): 3 clusters
  Score: Raw -280908.718632 + Penalty 3634.904927 = -277273.813704
  nChanged 28
		SP:Iteration 5Q (40851.210000 sec): 3 clusters
  Score: Raw -280934.119154 + Penalty 3634.904927 = -277299.214227
  nChanged 27
		SP:Iteration 6Q (40851.260000 sec): 3 clusters
  Score: Raw -280967.381740 + Penalty 3634.904927 = -277332.476813
  nChanged 27
		SP:Iteration 7Q (40851.300000 sec): 3 clusters
  Score: Raw -280990.974933 + Penalty 3634.904927 = -277356.070006
  nChanged 16
		SP:Iteration 8Q (40851.340000 sec): 3 clusters
  Score: Raw -281001.829601 + Penalty 3634.904927 = -277366.924674
  nChanged 8
		SP:Iteration 9Q (40851.380000 sec): 3 clusters
  Score: Raw -281007.971786 + Penalty 3634.904927 = -277373.066859
  nChanged 5
		SP:Iteration 10Q (40851.420000 sec): 3 clusters
  Score: Raw -281010.463181 + Penalty 3634.904927 = -277375.558253
  nChanged 0
		SP:Iteration 11F (40851.460000 sec): 3 clusters
  Score: Raw -281010.463181 + Penalty 3634.904927 = -277375.558253
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40851.490000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40851.500000 sec): 3 clusters
  Score: Raw -27811.099754 + Penalty 2742.596827 = -25068.502926
  nChanged 29
		SP:Iteration 1F (40851.510000 sec): 3 clusters
  Score: Raw -27903.012681 + Penalty 2742.596827 = -25160.415853
  nChanged 4
		SP:Iteration 2Q (40851.510000 sec): 3 clusters
  Score: Raw -27917.291413 + Penalty 2742.596827 = -25174.694586
  nChanged 3
		SP:Iteration 3Q (40851.520000 sec): 3 clusters
  Score: Raw -27924.124345 + Penalty 2742.596827 = -25181.527518
  nChanged 2
		SP:Iteration 4Q (40851.530000 sec): 3 clusters
  Score: Raw -27931.787699 + Penalty 2742.596827 = -25189.190872
  nChanged 3
		SP:Iteration 5Q (40851.530000 sec): 3 clusters
  Score: Raw -27940.103413 + Penalty 2742.596827 = -25197.506585
  nChanged 1
		SP:Iteration 6Q (40851.540000 sec): 3 clusters
  Score: Raw -27944.778927 + Penalty 2742.596827 = -25202.182100
  nChanged 0
		SP:Iteration 7F (40851.550000 sec): 3 clusters
  Score: Raw -27944.778927 + Penalty 2742.596827 = -25202.182100
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40851.600000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40851.630000 sec): 3 clusters
  Score: Raw -218639.083562 + Penalty 3502.847050 = -215136.236513
  nChanged 303
		SP:Iteration 1F (40851.670000 sec): 3 clusters
  Score: Raw -218957.303546 + Penalty 3502.847050 = -215454.456497
  nChanged 84
		SP:Iteration 2F (40851.700000 sec): 3 clusters
  Score: Raw -219053.031494 + Penalty 3502.847050 = -215550.184444
  nChanged 48
		SP:Iteration 3Q (40851.730000 sec): 3 clusters
  Score: Raw -219119.309305 + Penalty 3502.847050 = -215616.462256
  nChanged 42
		SP:Iteration 4Q (40851.770000 sec): 3 clusters
  Score: Raw -219179.809287 + Penalty 3502.847050 = -215676.962237
  nChanged 44
		SP:Iteration 5Q (40851.800000 sec): 3 clusters
  Score: Raw -219248.729433 + Penalty 3502.847050 = -215745.882383
  nChanged 35
		SP:Iteration 6Q (40851.830000 sec): 3 clusters
  Score: Raw -219289.170882 + Penalty 3502.847050 = -215786.323832
  nChanged 19
		SP:Iteration 7Q (40851.860000 sec): 3 clusters
  Score: Raw -219326.669801 + Penalty 3502.847050 = -215823.822751
  nChanged 21
		SP:Iteration 8Q (40851.890000 sec): 3 clusters
  Score: Raw -219365.087255 + Penalty 3502.847050 = -215862.240205
  nChanged 18
		SP:Iteration 9Q (40851.930000 sec): 3 clusters
  Score: Raw -219386.897375 + Penalty 3502.847050 = -215884.050326
  nChanged 11
		SP:Iteration 10Q (40851.960000 sec): 3 clusters
  Score: Raw -219403.868128 + Penalty 3502.847050 = -215901.021078
  nChanged 9
		SP:Iteration 11Q (40851.990000 sec): 3 clusters
  Score: Raw -219425.061403 + Penalty 3502.847050 = -215922.214354
  nChanged 17
		SP:Iteration 12Q (40852.020000 sec): 3 clusters
  Score: Raw -219454.423980 + Penalty 3502.847050 = -215951.576930
  nChanged 18
		SP:Iteration 13Q (40852.050000 sec): 3 clusters
  Score: Raw -219487.737665 + Penalty 3502.847050 = -215984.890615
  nChanged 16
		SP:Iteration 14Q (40852.090000 sec): 3 clusters
  Score: Raw -219521.336327 + Penalty 3502.847050 = -216018.489277
  nChanged 21
		SP:Iteration 15Q (40852.120000 sec): 3 clusters
  Score: Raw -219569.167006 + Penalty 3502.847050 = -216066.319956
  nChanged 24
		SP:Iteration 16Q (40852.170000 sec): 3 clusters
  Score: Raw -219610.590221 + Penalty 3502.847050 = -216107.743171
  nChanged 19
		SP:Iteration 17Q (40852.200000 sec): 3 clusters
  Score: Raw -219660.687050 + Penalty 3502.847050 = -216157.840000
  nChanged 22
		SP:Iteration 18Q (40852.230000 sec): 3 clusters
  Score: Raw -219709.610120 + Penalty 3502.847050 = -216206.763071
  nChanged 16
		SP:Iteration 19Q (40852.270000 sec): 3 clusters
  Score: Raw -219740.963112 + Penalty 3502.847050 = -216238.116063
  nChanged 6
		SP:Iteration 20F (40852.300000 sec): 3 clusters
  Score: Raw -219754.208587 + Penalty 3502.847050 = -216251.361537
  nChanged 9
		SP:Iteration 21Q (40852.330000 sec): 3 clusters
  Score: Raw -219768.448094 + Penalty 3502.847050 = -216265.601045
  nChanged 5
		SP:Iteration 22Q (40852.360000 sec): 3 clusters
  Score: Raw -219773.946520 + Penalty 3502.847050 = -216271.099471
  nChanged 1
		SP:Iteration 23Q (40852.390000 sec): 3 clusters
  Score: Raw -219776.346469 + Penalty 3502.847050 = -216273.499419
  nChanged 2
		SP:Iteration 24Q (40852.430000 sec): 3 clusters
  Score: Raw -219779.852562 + Penalty 3502.847050 = -216277.005513
  nChanged 1
		SP:Iteration 25Q (40852.460000 sec): 3 clusters
  Score: Raw -219782.062999 + Penalty 3502.847050 = -216279.215949
  nChanged 1
		SP:Iteration 26Q (40852.490000 sec): 3 clusters
  Score: Raw -219782.933481 + Penalty 3502.847050 = -216280.086431
  nChanged 1
		SP:Iteration 27Q (40852.520000 sec): 3 clusters
  Score: Raw -219784.483754 + Penalty 3502.847050 = -216281.636704
  nChanged 1
		SP:Iteration 28Q (40852.550000 sec): 3 clusters
  Score: Raw -219785.461167 + Penalty 3502.847050 = -216282.614118
  nChanged 0
		SP:Iteration 29F (40852.590000 sec): 3 clusters
  Score: Raw -219785.461167 + Penalty 3502.847050 = -216282.614118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40852.610000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40852.630000 sec): 3 clusters
  Score: Raw -37297.067502 + Penalty 2681.957199 = -34615.110303
  nChanged 19
		SP:Iteration 1F (40852.630000 sec): 3 clusters
  Score: Raw -37362.873548 + Penalty 2681.957199 = -34680.916349
  nChanged 2
		SP:Iteration 2Q (40852.640000 sec): 3 clusters
  Score: Raw -37370.441270 + Penalty 2681.957199 = -34688.484071
  nChanged 1
		SP:Iteration 3Q (40852.650000 sec): 3 clusters
  Score: Raw -37372.915249 + Penalty 2681.957199 = -34690.958051
  nChanged 1
		SP:Iteration 4Q (40852.650000 sec): 3 clusters
  Score: Raw -37376.374409 + Penalty 2681.957199 = -34694.417211
  nChanged 1
		SP:Iteration 5Q (40852.660000 sec): 3 clusters
  Score: Raw -37383.088731 + Penalty 2681.957199 = -34701.131533
  nChanged 0
		SP:Iteration 6F (40852.670000 sec): 3 clusters
  Score: Raw -37383.088731 + Penalty 2681.957199 = -34701.131533
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40852.690000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40852.710000 sec): 3 clusters
  Score: Raw -33614.516825 + Penalty 2652.165335 = -30962.351490
  nChanged 20
		SP:Iteration 1F (40852.710000 sec): 3 clusters
  Score: Raw -33718.659457 + Penalty 2652.165335 = -31066.494122
  nChanged 5
		SP:Iteration 2Q (40852.720000 sec): 3 clusters
  Score: Raw -33736.682071 + Penalty 2652.165335 = -31084.516736
  nChanged 0
		SP:Iteration 3F (40852.730000 sec): 3 clusters
  Score: Raw -33736.682071 + Penalty 2652.165335 = -31084.516736
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40852.750000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40852.760000 sec): 3 clusters
  Score: Raw -35827.724549 + Penalty 2707.954415 = -33119.770134
  nChanged 18
		SP:Iteration 1F (40852.770000 sec): 3 clusters
  Score: Raw -35897.930897 + Penalty 2707.954415 = -33189.976482
  nChanged 5
		SP:Iteration 2Q (40852.770000 sec): 3 clusters
  Score: Raw -35925.944390 + Penalty 2707.954415 = -33217.989975
  nChanged 1
		SP:Iteration 3Q (40852.780000 sec): 3 clusters
  Score: Raw -35932.083283 + Penalty 2707.954415 = -33224.128868
  nChanged 2
		SP:Iteration 4Q (40852.790000 sec): 3 clusters
  Score: Raw -35944.921832 + Penalty 2707.954415 = -33236.967417
  nChanged 2
		SP:Iteration 5Q (40852.800000 sec): 3 clusters
  Score: Raw -35952.151760 + Penalty 2707.954415 = -33244.197345
  nChanged 1
		SP:Iteration 6Q (40852.800000 sec): 3 clusters
  Score: Raw -35953.648432 + Penalty 2707.954415 = -33245.694017
  nChanged 0
		SP:Iteration 7F (40852.810000 sec): 3 clusters
  Score: Raw -35953.648432 + Penalty 2707.954415 = -33245.694017
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40852.970000 sec): 2 clusters
  Score: Raw -2515298.162430 + Penalty 2359.836401 = -2512938.326030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40853.170000 sec): 3 clusters
  Score: Raw -2507774.759343 + Penalty 4719.672802 = -2503055.086541
  nChanged 5774
		SP:Iteration 1F (40853.420000 sec): 3 clusters
  Score: Raw -2510771.670974 + Penalty 4719.672802 = -2506051.998172
  nChanged 763
		SP:Iteration 2F (40853.720000 sec): 3 clusters
  Score: Raw -2511091.550401 + Penalty 4719.672802 = -2506371.877600
  nChanged 668
		SP:Iteration 3Q (40854.010000 sec): 3 clusters
  Score: Raw -2511375.131404 + Penalty 4719.672802 = -2506655.458602
  nChanged 581
		SP:Iteration 4Q (40854.300000 sec): 3 clusters
  Score: Raw -2511639.364976 + Penalty 4719.672802 = -2506919.692175
  nChanged 614
		SP:Iteration 5Q (40854.590000 sec): 3 clusters
  Score: Raw -2511934.250781 + Penalty 4719.672802 = -2507214.577979
  nChanged 670
		SP:Iteration 6Q (40854.880000 sec): 3 clusters
  Score: Raw -2512327.018117 + Penalty 4719.672802 = -2507607.345316
  nChanged 715
		SP:Iteration 7F (40855.180000 sec): 3 clusters
  Score: Raw -2512800.375204 + Penalty 4719.672802 = -2508080.702403
  nChanged 752
		SP:Iteration 8F (40855.470000 sec): 3 clusters
  Score: Raw -2513366.461727 + Penalty 4719.672802 = -2508646.788926
  nChanged 739
		SP:Iteration 9F (40855.760000 sec): 3 clusters
  Score: Raw -2514036.238667 + Penalty 4719.672802 = -2509316.565866
  nChanged 620
		SP:Iteration 10Q (40856.060000 sec): 3 clusters
  Score: Raw -2514625.664452 + Penalty 4719.672802 = -2509905.991650
  nChanged 390
		SP:Iteration 11Q (40856.350000 sec): 3 clusters
  Score: Raw -2514989.885535 + Penalty 4719.672802 = -2510270.212733
  nChanged 229
		SP:Iteration 12Q (40856.640000 sec): 3 clusters
  Score: Raw -2515193.618251 + Penalty 4719.672802 = -2510473.945450
  nChanged 138
		SP:Iteration 13Q (40856.850000 sec): 3 clusters
  Score: Raw -2515327.570339 + Penalty 4719.672802 = -2510607.897537
  nChanged 100
		SP:Iteration 14Q (40857.110000 sec): 3 clusters
  Score: Raw -2515418.048005 + Penalty 4719.672802 = -2510698.375204
  nChanged 66
		SP:Iteration 15Q (40857.360000 sec): 3 clusters
  Score: Raw -2515469.291467 + Penalty 4719.672802 = -2510749.618666
  nChanged 44
		SP:Iteration 16Q (40857.620000 sec): 3 clusters
  Score: Raw -2515510.637871 + Penalty 4719.672802 = -2510790.965069
  nChanged 35
		SP:Iteration 17Q (40857.870000 sec): 3 clusters
  Score: Raw -2515538.166912 + Penalty 4719.672802 = -2510818.494111
  nChanged 24
		SP:Iteration 18Q (40858.120000 sec): 3 clusters
  Score: Raw -2515558.927033 + Penalty 4719.672802 = -2510839.254231
  nChanged 21
		SP:Iteration 19Q (40858.330000 sec): 3 clusters
  Score: Raw -2515577.024928 + Penalty 4719.672802 = -2510857.352126
  nChanged 19
		SP:Iteration 20F (40858.630000 sec): 3 clusters
  Score: Raw -2515591.758799 + Penalty 4719.672802 = -2510872.085997
  nChanged 15
		SP:Iteration 21Q (40858.880000 sec): 3 clusters
  Score: Raw -2515606.868085 + Penalty 4719.672802 = -2510887.195284
  nChanged 15
		SP:Iteration 22Q (40859.130000 sec): 3 clusters
  Score: Raw -2515618.377042 + Penalty 4719.672802 = -2510898.704240
  nChanged 7
		SP:Iteration 23Q (40859.380000 sec): 3 clusters
  Score: Raw -2515624.842313 + Penalty 4719.672802 = -2510905.169511
  nChanged 13
		SP:Iteration 24Q (40859.630000 sec): 3 clusters
  Score: Raw -2515636.282280 + Penalty 4719.672802 = -2510916.609478
  nChanged 11
		SP:Iteration 25Q (40859.880000 sec): 3 clusters
  Score: Raw -2515645.815198 + Penalty 4719.672802 = -2510926.142397
  nChanged 6
		SP:Iteration 26Q (40860.140000 sec): 3 clusters
  Score: Raw -2515651.564487 + Penalty 4719.672802 = -2510931.891686
  nChanged 4
		SP:Iteration 27Q (40860.390000 sec): 3 clusters
  Score: Raw -2515654.813307 + Penalty 4719.672802 = -2510935.140505
  nChanged 5
		SP:Iteration 28Q (40860.640000 sec): 3 clusters
  Score: Raw -2515658.665432 + Penalty 4719.672802 = -2510938.992631
  nChanged 5
		SP:Iteration 29Q (40860.890000 sec): 3 clusters
  Score: Raw -2515665.593112 + Penalty 4719.672802 = -2510945.920310
  nChanged 5
		SP:Iteration 30Q (40861.110000 sec): 3 clusters
  Score: Raw -2515671.539367 + Penalty 4719.672802 = -2510951.866565
  nChanged 9
		SP:Iteration 31Q (40861.340000 sec): 3 clusters
  Score: Raw -2515680.788205 + Penalty 4719.672802 = -2510961.115403
  nChanged 5
		SP:Iteration 32Q (40861.610000 sec): 3 clusters
  Score: Raw -2515684.381077 + Penalty 4719.672802 = -2510964.708276
  nChanged 4
		SP:Iteration 33Q (40861.860000 sec): 3 clusters
  Score: Raw -2515688.637911 + Penalty 4719.672802 = -2510968.965109
  nChanged 8
		SP:Iteration 34Q (40862.110000 sec): 3 clusters
  Score: Raw -2515695.964783 + Penalty 4719.672802 = -2510976.291981
  nChanged 5
		SP:Iteration 35Q (40862.380000 sec): 3 clusters
  Score: Raw -2515701.434054 + Penalty 4719.672802 = -2510981.761253
  nChanged 4
		SP:Iteration 36Q (40862.580000 sec): 3 clusters
  Score: Raw -2515703.256209 + Penalty 4719.672802 = -2510983.583407
  nChanged 3
		SP:Iteration 37Q (40862.830000 sec): 3 clusters
  Score: Raw -2515705.196140 + Penalty 4719.672802 = -2510985.523339
  nChanged 4
		SP:Iteration 38Q (40863.080000 sec): 3 clusters
  Score: Raw -2515708.543181 + Penalty 4719.672802 = -2510988.870379
  nChanged 3
		SP:Iteration 39Q (40863.340000 sec): 3 clusters
  Score: Raw -2515712.454031 + Penalty 4719.672802 = -2510992.781230
  nChanged 2
		SP:Iteration 40F (40863.630000 sec): 3 clusters
  Score: Raw -2515714.149345 + Penalty 4719.672802 = -2510994.476544
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40864.830000 sec): 2 clusters
  Score: Raw -37597798.982876 + Penalty 3039.325224 = -37594759.657651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40866.680000 sec): 3 clusters
  Score: Raw -37459769.981541 + Penalty 6078.650449 = -37453691.331093
  nChanged 101203
		SP:Iteration 1F (40868.590000 sec): 3 clusters
  Score: Raw -37518708.823954 + Penalty 6078.650449 = -37512630.173506
  nChanged 5876
		SP:Iteration 2Q (40870.620000 sec): 3 clusters
  Score: Raw -37520043.759966 + Penalty 6078.650449 = -37513965.109518
  nChanged 6720
		SP:Iteration 3Q (40872.700000 sec): 3 clusters
  Score: Raw -37521884.928114 + Penalty 6078.650449 = -37515806.277666
  nChanged 7930
		SP:Iteration 4Q (40874.780000 sec): 3 clusters
  Score: Raw -37524508.442844 + Penalty 6078.650449 = -37518429.792395
  nChanged 9259
		SP:Iteration 5Q (40876.840000 sec): 3 clusters
  Score: Raw -37528027.326043 + Penalty 6078.650449 = -37521948.675595
  nChanged 10180
		SP:Iteration 6Q (40878.940000 sec): 3 clusters
  Score: Raw -37532240.396502 + Penalty 6078.650449 = -37526161.746053
  nChanged 10593
		SP:Iteration 7F (40880.830000 sec): 3 clusters
  Score: Raw -37536749.820881 + Penalty 6078.650449 = -37530671.170433
  nChanged 10277
		SP:Iteration 8Q (40882.870000 sec): 3 clusters
  Score: Raw -37541262.721330 + Penalty 6078.650449 = -37535184.070881
  nChanged 9883
		SP:Iteration 9Q (40884.910000 sec): 3 clusters
  Score: Raw -37545665.661239 + Penalty 6078.650449 = -37539587.010790
  nChanged 9404
		SP:Iteration 10Q (40887.000000 sec): 3 clusters
  Score: Raw -37550038.723578 + Penalty 6078.650449 = -37543960.073129
  nChanged 8847
		SP:Iteration 11Q (40888.980000 sec): 3 clusters
  Score: Raw -37554334.397400 + Penalty 6078.650449 = -37548255.746951
  nChanged 8258
		SP:Iteration 12Q (40890.990000 sec): 3 clusters
  Score: Raw -37558341.849254 + Penalty 6078.650449 = -37552263.198805
  nChanged 7424
		SP:Iteration 13Q (40892.990000 sec): 3 clusters
  Score: Raw -37561421.998617 + Penalty 6078.650449 = -37555343.348169
  nChanged 5892
		SP:Iteration 14Q (40894.980000 sec): 3 clusters
  Score: Raw -37563181.114080 + Penalty 6078.650449 = -37557102.463631
  nChanged 4062
		SP:Iteration 15Q (40896.960000 sec): 3 clusters
  Score: Raw -37564014.907543 + Penalty 6078.650449 = -37557936.257095
  nChanged 2677
		SP:Iteration 16Q (40898.960000 sec): 3 clusters
  Score: Raw -37564432.714546 + Penalty 6078.650449 = -37558354.064097
  nChanged 1891
		SP:Iteration 17Q (40900.910000 sec): 3 clusters
  Score: Raw -37564712.337379 + Penalty 6078.650449 = -37558633.686931
  nChanged 1624
		SP:Iteration 18Q (40902.870000 sec): 3 clusters
  Score: Raw -37564942.432098 + Penalty 6078.650449 = -37558863.781649
  nChanged 1526
		SP:Iteration 19Q (40904.820000 sec): 3 clusters
  Score: Raw -37565144.642258 + Penalty 6078.650449 = -37559065.991810
  nChanged 1488
		SP:Iteration 20F (40906.730000 sec): 3 clusters
  Score: Raw -37565332.129963 + Penalty 6078.650449 = -37559253.479515
  nChanged 1553
		SP:Iteration 21Q (40908.620000 sec): 3 clusters
  Score: Raw -37565542.193007 + Penalty 6078.650449 = -37559463.542558
  nChanged 1662
		SP:Iteration 22Q (40910.590000 sec): 3 clusters
  Score: Raw -37565782.617026 + Penalty 6078.650449 = -37559703.966578
  nChanged 1765
		SP:Iteration 23Q (40912.550000 sec): 3 clusters
  Score: Raw -37566045.664547 + Penalty 6078.650449 = -37559967.014098
  nChanged 1905
		SP:Iteration 24Q (40914.510000 sec): 3 clusters
  Score: Raw -37566338.674766 + Penalty 6078.650449 = -37560260.024318
  nChanged 1994
		SP:Iteration 25Q (40916.400000 sec): 3 clusters
  Score: Raw -37566661.183253 + Penalty 6078.650449 = -37560582.532804
  nChanged 2108
		SP:Iteration 26Q (40918.280000 sec): 3 clusters
  Score: Raw -37567013.922143 + Penalty 6078.650449 = -37560935.271694
  nChanged 2255
		SP:Iteration 27Q (40920.200000 sec): 3 clusters
  Score: Raw -37567422.322537 + Penalty 6078.650449 = -37561343.672088
  nChanged 2405
		SP:Iteration 28Q (40922.120000 sec): 3 clusters
  Score: Raw -37567896.825965 + Penalty 6078.650449 = -37561818.175517
  nChanged 2619
		SP:Iteration 29Q (40924.070000 sec): 3 clusters
  Score: Raw -37568446.397949 + Penalty 6078.650449 = -37562367.747500
  nChanged 2851
		SP:Iteration 30Q (40926.030000 sec): 3 clusters
  Score: Raw -37569076.554889 + Penalty 6078.650449 = -37562997.904440
  nChanged 3006
		SP:Iteration 31Q (40927.950000 sec): 3 clusters
  Score: Raw -37569773.812272 + Penalty 6078.650449 = -37563695.161823
  nChanged 3119
		SP:Iteration 32Q (40929.860000 sec): 3 clusters
  Score: Raw -37570549.348722 + Penalty 6078.650449 = -37564470.698273
  nChanged 3309
		SP:Iteration 33Q (40931.750000 sec): 3 clusters
  Score: Raw -37571426.227411 + Penalty 6078.650449 = -37565347.576963
  nChanged 3458
		SP:Iteration 34Q (40933.680000 sec): 3 clusters
  Score: Raw -37572395.708732 + Penalty 6078.650449 = -37566317.058283
  nChanged 3603
		SP:Iteration 35Q (40935.570000 sec): 3 clusters
  Score: Raw -37573451.877946 + Penalty 6078.650449 = -37567373.227497
  nChanged 3610
		SP:Iteration 36Q (40937.410000 sec): 3 clusters
  Score: Raw -37574561.844826 + Penalty 6078.650449 = -37568483.194378
  nChanged 3740
		SP:Iteration 37Q (40939.260000 sec): 3 clusters
  Score: Raw -37575792.438272 + Penalty 6078.650449 = -37569713.787824
  nChanged 3751
		SP:Iteration 38Q (40941.070000 sec): 3 clusters
  Score: Raw -37577102.393550 + Penalty 6078.650449 = -37571023.743101
  nChanged 3807
		SP:Iteration 39Q (40942.730000 sec): 3 clusters
  Score: Raw -37578518.598415 + Penalty 6078.650449 = -37572439.947966
  nChanged 3866
		SP:Iteration 40F (40944.440000 sec): 3 clusters
  Score: Raw -37580039.059956 + Penalty 6078.650449 = -37573960.409508
  nChanged 3840
		SP:Iteration 41Q (40946.220000 sec): 3 clusters
  Score: Raw -37581636.757986 + Penalty 6078.650449 = -37575558.107537
  nChanged 3736
		SP:Iteration 42Q (40948.020000 sec): 3 clusters
  Score: Raw -37583274.886182 + Penalty 6078.650449 = -37577196.235734
  nChanged 3631
		SP:Iteration 43Q (40949.830000 sec): 3 clusters
  Score: Raw -37585014.842406 + Penalty 6078.650449 = -37578936.191957
  nChanged 3497
		SP:Iteration 44Q (40951.650000 sec): 3 clusters
  Score: Raw -37586769.107536 + Penalty 6078.650449 = -37580690.457087
  nChanged 3185
		SP:Iteration 45Q (40953.340000 sec): 3 clusters
  Score: Raw -37588431.269802 + Penalty 6078.650449 = -37582352.619353
  nChanged 2830
		SP:Iteration 46Q (40955.130000 sec): 3 clusters
  Score: Raw -37589962.136246 + Penalty 6078.650449 = -37583883.485798
  nChanged 2565
		SP:Iteration 47Q (40956.890000 sec): 3 clusters
  Score: Raw -37591426.479133 + Penalty 6078.650449 = -37585347.828685
  nChanged 2232
		SP:Iteration 48Q (40958.660000 sec): 3 clusters
  Score: Raw -37592762.769074 + Penalty 6078.650449 = -37586684.118625
  nChanged 1881
		SP:Iteration 49Q (40960.370000 sec): 3 clusters
  Score: Raw -37593908.338265 + Penalty 6078.650449 = -37587829.687817
  nChanged 1591
		SP:Iteration 50Q (40962.140000 sec): 3 clusters
  Score: Raw -37594912.652619 + Penalty 6078.650449 = -37588834.002170
  nChanged 1339
		SP:Iteration 51Q (40963.880000 sec): 3 clusters
  Score: Raw -37595792.321961 + Penalty 6078.650449 = -37589713.671512
  nChanged 1040
		SP:Iteration 52Q (40965.450000 sec): 3 clusters
  Score: Raw -37596480.334817 + Penalty 6078.650449 = -37590401.684368
  nChanged 766
		SP:Iteration 53Q (40967.200000 sec): 3 clusters
  Score: Raw -37597003.436593 + Penalty 6078.650449 = -37590924.786145
  nChanged 531
		SP:Iteration 54Q (40968.910000 sec): 3 clusters
  Score: Raw -37597364.929249 + Penalty 6078.650449 = -37591286.278800
  nChanged 349
		SP:Iteration 55Q (40970.650000 sec): 3 clusters
  Score: Raw -37597593.461960 + Penalty 6078.650449 = -37591514.811512
  nChanged 219
		SP:Iteration 56Q (40972.430000 sec): 3 clusters
  Score: Raw -37597748.852338 + Penalty 6078.650449 = -37591670.201890
  nChanged 168
		SP:Iteration 57Q (40974.120000 sec): 3 clusters
  Score: Raw -37597873.081352 + Penalty 6078.650449 = -37591794.430904
  nChanged 108
		SP:Iteration 58Q (40975.830000 sec): 3 clusters
  Score: Raw -37597940.824731 + Penalty 6078.650449 = -37591862.174282
  nChanged 84
		SP:Iteration 59Q (40977.520000 sec): 3 clusters
  Score: Raw -37597994.432173 + Penalty 6078.650449 = -37591915.781724
  nChanged 60
		SP:Iteration 60F (40979.280000 sec): 3 clusters
  Score: Raw -37598041.417753 + Penalty 6078.650449 = -37591962.767305
  nChanged 47
		SP:Iteration 61Q (40980.980000 sec): 3 clusters
  Score: Raw -37598077.466425 + Penalty 6078.650449 = -37591998.815976
  nChanged 43
		SP:Iteration 62Q (40982.720000 sec): 3 clusters
  Score: Raw -37598109.935088 + Penalty 6078.650449 = -37592031.284639
  nChanged 47
		SP:Iteration 63Q (40984.390000 sec): 3 clusters
  Score: Raw -37598147.577047 + Penalty 6078.650449 = -37592068.926599
  nChanged 33
		SP:Iteration 64Q (40986.170000 sec): 3 clusters
  Score: Raw -37598170.608029 + Penalty 6078.650449 = -37592091.957580
  nChanged 20
		SP:Iteration 65Q (40987.880000 sec): 3 clusters
  Score: Raw -37598188.157079 + Penalty 6078.650449 = -37592109.506630
  nChanged 22
		SP:Iteration 66Q (40989.580000 sec): 3 clusters
  Score: Raw -37598206.844846 + Penalty 6078.650449 = -37592128.194397
  nChanged 14
		SP:Iteration 67Q (40991.320000 sec): 3 clusters
  Score: Raw -37598217.481471 + Penalty 6078.650449 = -37592138.831023
  nChanged 10
		SP:Iteration 68Q (40993.010000 sec): 3 clusters
  Score: Raw -37598226.057492 + Penalty 6078.650449 = -37592147.407043
  nChanged 8
		SP:Iteration 69Q (40994.670000 sec): 3 clusters
  Score: Raw -37598231.493243 + Penalty 6078.650449 = -37592152.842794
  nChanged 3
		SP:Iteration 70Q (40996.300000 sec): 3 clusters
  Score: Raw -37598233.930174 + Penalty 6078.650449 = -37592155.279726
  nChanged 6
		SP:Iteration 71Q (40998.020000 sec): 3 clusters
  Score: Raw -37598239.097739 + Penalty 6078.650449 = -37592160.447291
  nChanged 3
		SP:Iteration 72Q (40999.790000 sec): 3 clusters
  Score: Raw -37598241.172027 + Penalty 6078.650449 = -37592162.521579
  nChanged 1
		SP:Iteration 73Q (41001.320000 sec): 3 clusters
  Score: Raw -37598241.807835 + Penalty 6078.650449 = -37592163.157386
  nChanged 1
		SP:Iteration 74Q (41003.050000 sec): 3 clusters
  Score: Raw -37598242.250280 + Penalty 6078.650449 = -37592163.599831
  nChanged 2
		SP:Iteration 75Q (41004.580000 sec): 3 clusters
  Score: Raw -37598243.146188 + Penalty 6078.650449 = -37592164.495740
  nChanged 1
		SP:Iteration 76Q (41006.070000 sec): 3 clusters
  Score: Raw -37598243.767959 + Penalty 6078.650449 = -37592165.117510
  nChanged 2
		SP:Iteration 77Q (41007.730000 sec): 3 clusters
  Score: Raw -37598245.460764 + Penalty 6078.650449 = -37592166.810315
  nChanged 5
		SP:Iteration 78Q (41009.420000 sec): 3 clusters
  Score: Raw -37598249.810507 + Penalty 6078.650449 = -37592171.160058
  nChanged 4
		SP:Iteration 79Q (41011.010000 sec): 3 clusters
  Score: Raw -37598251.979740 + Penalty 6078.650449 = -37592173.329291
  nChanged 1
		SP:Iteration 80F (41012.770000 sec): 3 clusters
  Score: Raw -37598252.401856 + Penalty 6078.650449 = -37592173.751408
  nChanged 2
		SP:Iteration 81Q (41014.440000 sec): 3 clusters
  Score: Raw -37598253.295011 + Penalty 6078.650449 = -37592174.644562
  nChanged 1
		SP:Iteration 82Q (41016.150000 sec): 3 clusters
  Score: Raw -37598253.825741 + Penalty 6078.650449 = -37592175.175292
  nChanged 0
		SP:Iteration 83F (41017.990000 sec): 3 clusters
  Score: Raw -37598253.825741 + Penalty 6078.650449 = -37592175.175292
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41018.210000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41018.550000 sec): 3 clusters
  Score: Raw -3595580.972171 + Penalty 4936.400600 = -3590644.571571
  nChanged 9264
		SP:Iteration 1F (41018.890000 sec): 3 clusters
  Score: Raw -3600629.885628 + Penalty 4936.400600 = -3595693.485028
  nChanged 1162
		SP:Iteration 2F (41019.240000 sec): 3 clusters
  Score: Raw -3601199.351230 + Penalty 4936.400600 = -3596262.950630
  nChanged 1216
		SP:Iteration 3F (41019.580000 sec): 3 clusters
  Score: Raw -3602092.962969 + Penalty 4936.400600 = -3597156.562369
  nChanged 1478
		SP:Iteration 4F (41019.920000 sec): 3 clusters
  Score: Raw -3603469.187628 + Penalty 4936.400600 = -3598532.787029
  nChanged 1718
		SP:Iteration 5F (41020.260000 sec): 3 clusters
  Score: Raw -3605233.634539 + Penalty 4936.400600 = -3600297.233940
  nChanged 1800
		SP:Iteration 6F (41020.590000 sec): 3 clusters
  Score: Raw -3606934.885495 + Penalty 4936.400600 = -3601998.484895
  nChanged 1497
		SP:Iteration 7F (41020.940000 sec): 3 clusters
  Score: Raw -3607976.805228 + Penalty 4936.400600 = -3603040.404628
  nChanged 1054
		SP:Iteration 8F (41021.230000 sec): 3 clusters
  Score: Raw -3608535.397059 + Penalty 4936.400600 = -3603598.996459
  nChanged 726
		SP:Iteration 9Q (41021.550000 sec): 3 clusters
  Score: Raw -3608810.918006 + Penalty 4936.400600 = -3603874.517406
  nChanged 473
		SP:Iteration 10Q (41021.890000 sec): 3 clusters
  Score: Raw -3608964.623602 + Penalty 4936.400600 = -3604028.223003
  nChanged 371
		SP:Iteration 11Q (41022.230000 sec): 3 clusters
  Score: Raw -3609064.621180 + Penalty 4936.400600 = -3604128.220580
  nChanged 304
		SP:Iteration 12Q (41022.570000 sec): 3 clusters
  Score: Raw -3609138.126192 + Penalty 4936.400600 = -3604201.725593
  nChanged 284
		SP:Iteration 13Q (41022.910000 sec): 3 clusters
  Score: Raw -3609201.802206 + Penalty 4936.400600 = -3604265.401606
  nChanged 254
		SP:Iteration 14Q (41023.190000 sec): 3 clusters
  Score: Raw -3609258.734396 + Penalty 4936.400600 = -3604322.333797
  nChanged 258
		SP:Iteration 15Q (41023.520000 sec): 3 clusters
  Score: Raw -3609318.915278 + Penalty 4936.400600 = -3604382.514678
  nChanged 265
		SP:Iteration 16Q (41023.860000 sec): 3 clusters
  Score: Raw -3609377.494571 + Penalty 4936.400600 = -3604441.093972
  nChanged 242
		SP:Iteration 17Q (41024.200000 sec): 3 clusters
  Score: Raw -3609426.111944 + Penalty 4936.400600 = -3604489.711344
  nChanged 208
		SP:Iteration 18Q (41024.530000 sec): 3 clusters
  Score: Raw -3609466.191094 + Penalty 4936.400600 = -3604529.790494
  nChanged 203
		SP:Iteration 19Q (41024.840000 sec): 3 clusters
  Score: Raw -3609506.935136 + Penalty 4936.400600 = -3604570.534536
  nChanged 212
		SP:Iteration 20F (41025.170000 sec): 3 clusters
  Score: Raw -3609548.734099 + Penalty 4936.400600 = -3604612.333499
  nChanged 206
		SP:Iteration 21Q (41025.530000 sec): 3 clusters
  Score: Raw -3609590.833263 + Penalty 4936.400600 = -3604654.432664
  nChanged 199
		SP:Iteration 22Q (41025.870000 sec): 3 clusters
  Score: Raw -3609630.985488 + Penalty 4936.400600 = -3604694.584888
  nChanged 175
		SP:Iteration 23Q (41026.210000 sec): 3 clusters
  Score: Raw -3609664.511675 + Penalty 4936.400600 = -3604728.111075
  nChanged 165
		SP:Iteration 24Q (41026.550000 sec): 3 clusters
  Score: Raw -3609694.615138 + Penalty 4936.400600 = -3604758.214538
  nChanged 156
		SP:Iteration 25Q (41026.900000 sec): 3 clusters
  Score: Raw -3609723.059330 + Penalty 4936.400600 = -3604786.658730
  nChanged 158
		SP:Iteration 26Q (41027.240000 sec): 3 clusters
  Score: Raw -3609751.594746 + Penalty 4936.400600 = -3604815.194146
  nChanged 149
		SP:Iteration 27Q (41027.590000 sec): 3 clusters
  Score: Raw -3609778.824894 + Penalty 4936.400600 = -3604842.424294
  nChanged 153
		SP:Iteration 28Q (41027.930000 sec): 3 clusters
  Score: Raw -3609805.781646 + Penalty 4936.400600 = -3604869.381046
  nChanged 135
		SP:Iteration 29Q (41028.270000 sec): 3 clusters
  Score: Raw -3609830.485450 + Penalty 4936.400600 = -3604894.084851
  nChanged 115
		SP:Iteration 30Q (41028.610000 sec): 3 clusters
  Score: Raw -3609849.986990 + Penalty 4936.400600 = -3604913.586390
  nChanged 108
		SP:Iteration 31Q (41028.950000 sec): 3 clusters
  Score: Raw -3609866.432907 + Penalty 4936.400600 = -3604930.032308
  nChanged 84
		SP:Iteration 32Q (41029.300000 sec): 3 clusters
  Score: Raw -3609879.152129 + Penalty 4936.400600 = -3604942.751529
  nChanged 80
		SP:Iteration 33Q (41029.640000 sec): 3 clusters
  Score: Raw -3609892.240630 + Penalty 4936.400600 = -3604955.840030
  nChanged 86
		SP:Iteration 34Q (41029.970000 sec): 3 clusters
  Score: Raw -3609906.844473 + Penalty 4936.400600 = -3604970.443874
  nChanged 78
		SP:Iteration 35Q (41030.330000 sec): 3 clusters
  Score: Raw -3609917.310901 + Penalty 4936.400600 = -3604980.910302
  nChanged 64
		SP:Iteration 36Q (41030.680000 sec): 3 clusters
  Score: Raw -3609926.371364 + Penalty 4936.400600 = -3604989.970764
  nChanged 56
		SP:Iteration 37Q (41031.000000 sec): 3 clusters
  Score: Raw -3609932.785619 + Penalty 4936.400600 = -3604996.385019
  nChanged 41
		SP:Iteration 38Q (41031.340000 sec): 3 clusters
  Score: Raw -3609936.861743 + Penalty 4936.400600 = -3605000.461143
  nChanged 41
		SP:Iteration 39Q (41031.680000 sec): 3 clusters
  Score: Raw -3609940.873049 + Penalty 4936.400600 = -3605004.472450
  nChanged 31
		SP:Iteration 40F (41032.020000 sec): 3 clusters
  Score: Raw -3609944.401807 + Penalty 4936.400600 = -3605008.001207
  nChanged 38
		SP:Iteration 41Q (41032.360000 sec): 3 clusters
  Score: Raw -3609948.236802 + Penalty 4936.400600 = -3605011.836202
  nChanged 32
		SP:Iteration 42Q (41032.690000 sec): 3 clusters
  Score: Raw -3609951.445756 + Penalty 4936.400600 = -3605015.045157
  nChanged 28
		SP:Iteration 43Q (41032.950000 sec): 3 clusters
  Score: Raw -3609954.291639 + Penalty 4936.400600 = -3605017.891039
  nChanged 28
		SP:Iteration 44Q (41033.200000 sec): 3 clusters
  Score: Raw -3609957.193099 + Penalty 4936.400600 = -3605020.792500
  nChanged 22
		SP:Iteration 45Q (41033.490000 sec): 3 clusters
  Score: Raw -3609959.666004 + Penalty 4936.400600 = -3605023.265405
  nChanged 24
		SP:Iteration 46Q (41033.820000 sec): 3 clusters
  Score: Raw -3609962.172151 + Penalty 4936.400600 = -3605025.771552
  nChanged 24
		SP:Iteration 47Q (41034.160000 sec): 3 clusters
  Score: Raw -3609964.414099 + Penalty 4936.400600 = -3605028.013500
  nChanged 14
		SP:Iteration 48Q (41034.500000 sec): 3 clusters
  Score: Raw -3609965.608088 + Penalty 4936.400600 = -3605029.207488
  nChanged 16
		SP:Iteration 49Q (41034.840000 sec): 3 clusters
  Score: Raw -3609967.045926 + Penalty 4936.400600 = -3605030.645326
  nChanged 17
		SP:Iteration 50Q (41035.180000 sec): 3 clusters
  Score: Raw -3609968.591162 + Penalty 4936.400600 = -3605032.190563
  nChanged 11
		SP:Iteration 51Q (41035.510000 sec): 3 clusters
  Score: Raw -3609969.389793 + Penalty 4936.400600 = -3605032.989193
  nChanged 8
		SP:Iteration 52Q (41035.890000 sec): 3 clusters
  Score: Raw -3609970.131126 + Penalty 4936.400600 = -3605033.730526
  nChanged 9
		SP:Iteration 53Q (41036.180000 sec): 3 clusters
  Score: Raw -3609970.905691 + Penalty 4936.400600 = -3605034.505092
  nChanged 8
		SP:Iteration 54Q (41036.520000 sec): 3 clusters
  Score: Raw -3609971.520909 + Penalty 4936.400600 = -3605035.120309
  nChanged 3
		SP:Iteration 55Q (41036.860000 sec): 3 clusters
  Score: Raw -3609971.636553 + Penalty 4936.400600 = -3605035.235954
  nChanged 2
		SP:Iteration 56Q (41037.190000 sec): 3 clusters
  Score: Raw -3609971.776097 + Penalty 4936.400600 = -3605035.375497
  nChanged 3
		SP:Iteration 57Q (41037.500000 sec): 3 clusters
  Score: Raw -3609972.057055 + Penalty 4936.400600 = -3605035.656455
  nChanged 4
		SP:Iteration 58Q (41037.760000 sec): 3 clusters
  Score: Raw -3609972.277156 + Penalty 4936.400600 = -3605035.876557
  nChanged 6
		SP:Iteration 59Q (41038.100000 sec): 3 clusters
  Score: Raw -3609972.844864 + Penalty 4936.400600 = -3605036.444265
  nChanged 7
		SP:Iteration 60F (41038.350000 sec): 3 clusters
  Score: Raw -3609973.552798 + Penalty 4936.400600 = -3605037.152198
  nChanged 6
		SP:Iteration 61Q (41038.740000 sec): 3 clusters
  Score: Raw -3609973.872979 + Penalty 4936.400600 = -3605037.472380
  nChanged 5
		SP:Iteration 62Q (41038.970000 sec): 3 clusters
  Score: Raw -3609974.234198 + Penalty 4936.400600 = -3605037.833598
  nChanged 4
		SP:Iteration 63Q (41039.300000 sec): 3 clusters
  Score: Raw -3609974.496373 + Penalty 4936.400600 = -3605038.095773
  nChanged 3
		SP:Iteration 64Q (41039.550000 sec): 3 clusters
  Score: Raw -3609974.772392 + Penalty 4936.400600 = -3605038.371792
  nChanged 3
		SP:Iteration 65Q (41039.950000 sec): 3 clusters
  Score: Raw -3609974.955140 + Penalty 4936.400600 = -3605038.554540
  nChanged 1
		SP:Iteration 66Q (41040.290000 sec): 3 clusters
  Score: Raw -3609974.985712 + Penalty 4936.400600 = -3605038.585112
  nChanged 1
		SP:Iteration 67Q (41040.630000 sec): 3 clusters
  Score: Raw -3609975.013249 + Penalty 4936.400600 = -3605038.612650
  nChanged 2
		SP:Iteration 68Q (41040.910000 sec): 3 clusters
  Score: Raw -3609975.215269 + Penalty 4936.400600 = -3605038.814669
  nChanged 3
		SP:Iteration 69Q (41041.230000 sec): 3 clusters
  Score: Raw -3609975.396433 + Penalty 4936.400600 = -3605038.995833
  nChanged 5
		SP:Iteration 70Q (41041.570000 sec): 3 clusters
  Score: Raw -3609975.783331 + Penalty 4936.400600 = -3605039.382732
  nChanged 5
		SP:Iteration 71Q (41041.900000 sec): 3 clusters
  Score: Raw -3609976.195746 + Penalty 4936.400600 = -3605039.795146
  nChanged 3
		SP:Iteration 72Q (41042.280000 sec): 3 clusters
  Score: Raw -3609976.428088 + Penalty 4936.400600 = -3605040.027488
  nChanged 3
		SP:Iteration 73Q (41042.530000 sec): 3 clusters
  Score: Raw -3609976.703823 + Penalty 4936.400600 = -3605040.303224
  nChanged 1
		SP:Iteration 74Q (41042.910000 sec): 3 clusters
  Score: Raw -3609976.790773 + Penalty 4936.400600 = -3605040.390173
  nChanged 0
		SP:Iteration 75F (41043.260000 sec): 3 clusters
  Score: Raw -3609976.790773 + Penalty 4936.400600 = -3605040.390173
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41043.840000 sec): 2 clusters
  Score: Raw -17094367.122102 + Penalty 2845.001564 = -17091522.120538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41044.790000 sec): 3 clusters
  Score: Raw -17032884.177560 + Penalty 5690.003129 = -17027194.174431
  nChanged 45431
		SP:Iteration 1F (41045.780000 sec): 3 clusters
  Score: Raw -17058815.801814 + Penalty 5690.003129 = -17053125.798685
  nChanged 2955
		SP:Iteration 2Q (41046.780000 sec): 3 clusters
  Score: Raw -17059476.997716 + Penalty 5690.003129 = -17053786.994588
  nChanged 2961
		SP:Iteration 3Q (41047.790000 sec): 3 clusters
  Score: Raw -17060188.201701 + Penalty 5690.003129 = -17054498.198573
  nChanged 2978
		SP:Iteration 4Q (41048.810000 sec): 3 clusters
  Score: Raw -17060994.257846 + Penalty 5690.003129 = -17055304.254717
  nChanged 3187
		SP:Iteration 5Q (41049.880000 sec): 3 clusters
  Score: Raw -17062007.194079 + Penalty 5690.003129 = -17056317.190950
  nChanged 3501
		SP:Iteration 6Q (41050.820000 sec): 3 clusters
  Score: Raw -17063321.482393 + Penalty 5690.003129 = -17057631.479264
  nChanged 3959
		SP:Iteration 7Q (41051.880000 sec): 3 clusters
  Score: Raw -17065014.149566 + Penalty 5690.003129 = -17059324.146437
  nChanged 4366
		SP:Iteration 8Q (41052.880000 sec): 3 clusters
  Score: Raw -17067126.470728 + Penalty 5690.003129 = -17061436.467599
  nChanged 4662
		SP:Iteration 9Q (41053.950000 sec): 3 clusters
  Score: Raw -17069657.707726 + Penalty 5690.003129 = -17063967.704597
  nChanged 4870
		SP:Iteration 10F (41054.980000 sec): 3 clusters
  Score: Raw -17072320.949614 + Penalty 5690.003129 = -17066630.946485
  nChanged 4763
		SP:Iteration 11Q (41056.020000 sec): 3 clusters
  Score: Raw -17074933.265465 + Penalty 5690.003129 = -17069243.262336
  nChanged 4537
		SP:Iteration 12Q (41056.960000 sec): 3 clusters
  Score: Raw -17077370.817198 + Penalty 5690.003129 = -17071680.814070
  nChanged 4291
		SP:Iteration 13Q (41057.970000 sec): 3 clusters
  Score: Raw -17079757.821909 + Penalty 5690.003129 = -17074067.818780
  nChanged 4250
		SP:Iteration 14Q (41058.900000 sec): 3 clusters
  Score: Raw -17082261.805793 + Penalty 5690.003129 = -17076571.802665
  nChanged 4153
		SP:Iteration 15Q (41059.910000 sec): 3 clusters
  Score: Raw -17084905.698475 + Penalty 5690.003129 = -17079215.695346
  nChanged 4023
		SP:Iteration 16Q (41060.920000 sec): 3 clusters
  Score: Raw -17087589.797523 + Penalty 5690.003129 = -17081899.794394
  nChanged 3605
		SP:Iteration 17Q (41061.840000 sec): 3 clusters
  Score: Raw -17090115.051165 + Penalty 5690.003129 = -17084425.048036
  nChanged 2920
		SP:Iteration 18Q (41062.770000 sec): 3 clusters
  Score: Raw -17092066.372982 + Penalty 5690.003129 = -17086376.369853
  nChanged 2179
		SP:Iteration 19Q (41063.700000 sec): 3 clusters
  Score: Raw -17093411.605785 + Penalty 5690.003129 = -17087721.602656
  nChanged 1516
		SP:Iteration 20F (41064.720000 sec): 3 clusters
  Score: Raw -17094226.543402 + Penalty 5690.003129 = -17088536.540273
  nChanged 1057
		SP:Iteration 21Q (41065.570000 sec): 3 clusters
  Score: Raw -17094711.855344 + Penalty 5690.003129 = -17089021.852216
  nChanged 738
		SP:Iteration 22Q (41066.420000 sec): 3 clusters
  Score: Raw -17095015.166253 + Penalty 5690.003129 = -17089325.163124
  nChanged 520
		SP:Iteration 23Q (41067.250000 sec): 3 clusters
  Score: Raw -17095200.079475 + Penalty 5690.003129 = -17089510.076346
  nChanged 354
		SP:Iteration 24Q (41068.090000 sec): 3 clusters
  Score: Raw -17095313.736527 + Penalty 5690.003129 = -17089623.733398
  nChanged 267
		SP:Iteration 25Q (41068.910000 sec): 3 clusters
  Score: Raw -17095398.608749 + Penalty 5690.003129 = -17089708.605620
  nChanged 209
		SP:Iteration 26Q (41069.820000 sec): 3 clusters
  Score: Raw -17095456.227128 + Penalty 5690.003129 = -17089766.223999
  nChanged 133
		SP:Iteration 27Q (41070.720000 sec): 3 clusters
  Score: Raw -17095488.314009 + Penalty 5690.003129 = -17089798.310880
  nChanged 113
		SP:Iteration 28Q (41071.620000 sec): 3 clusters
  Score: Raw -17095515.203016 + Penalty 5690.003129 = -17089825.199888
  nChanged 100
		SP:Iteration 29Q (41072.530000 sec): 3 clusters
  Score: Raw -17095537.959616 + Penalty 5690.003129 = -17089847.956487
  nChanged 73
		SP:Iteration 30Q (41073.400000 sec): 3 clusters
  Score: Raw -17095554.348667 + Penalty 5690.003129 = -17089864.345538
  nChanged 57
		SP:Iteration 31Q (41074.230000 sec): 3 clusters
  Score: Raw -17095567.683295 + Penalty 5690.003129 = -17089877.680166
  nChanged 55
		SP:Iteration 32Q (41075.060000 sec): 3 clusters
  Score: Raw -17095579.096568 + Penalty 5690.003129 = -17089889.093439
  nChanged 46
		SP:Iteration 33Q (41075.930000 sec): 3 clusters
  Score: Raw -17095587.594301 + Penalty 5690.003129 = -17089897.591173
  nChanged 35
		SP:Iteration 34Q (41076.830000 sec): 3 clusters
  Score: Raw -17095594.632703 + Penalty 5690.003129 = -17089904.629574
  nChanged 36
		SP:Iteration 35Q (41077.720000 sec): 3 clusters
  Score: Raw -17095601.173784 + Penalty 5690.003129 = -17089911.170655
  nChanged 30
		SP:Iteration 36Q (41078.550000 sec): 3 clusters
  Score: Raw -17095606.069218 + Penalty 5690.003129 = -17089916.066089
  nChanged 23
		SP:Iteration 37Q (41079.380000 sec): 3 clusters
  Score: Raw -17095610.099542 + Penalty 5690.003129 = -17089920.096413
  nChanged 23
		SP:Iteration 38Q (41080.280000 sec): 3 clusters
  Score: Raw -17095613.417780 + Penalty 5690.003129 = -17089923.414651
  nChanged 13
		SP:Iteration 39Q (41081.110000 sec): 3 clusters
  Score: Raw -17095615.891842 + Penalty 5690.003129 = -17089925.888714
  nChanged 16
		SP:Iteration 40F (41081.990000 sec): 3 clusters
  Score: Raw -17095618.831932 + Penalty 5690.003129 = -17089928.828803
  nChanged 12
		SP:Iteration 41Q (41082.870000 sec): 3 clusters
  Score: Raw -17095621.073737 + Penalty 5690.003129 = -17089931.070608
  nChanged 16
		SP:Iteration 42Q (41083.780000 sec): 3 clusters
  Score: Raw -17095624.081288 + Penalty 5690.003129 = -17089934.078159
  nChanged 12
		SP:Iteration 43Q (41084.680000 sec): 3 clusters
  Score: Raw -17095626.146174 + Penalty 5690.003129 = -17089936.143045
  nChanged 14
		SP:Iteration 44Q (41085.510000 sec): 3 clusters
  Score: Raw -17095628.292640 + Penalty 5690.003129 = -17089938.289511
  nChanged 11
		SP:Iteration 45Q (41086.390000 sec): 3 clusters
  Score: Raw -17095629.904054 + Penalty 5690.003129 = -17089939.900926
  nChanged 10
		SP:Iteration 46Q (41087.250000 sec): 3 clusters
  Score: Raw -17095631.438692 + Penalty 5690.003129 = -17089941.435563
  nChanged 14
		SP:Iteration 47Q (41088.150000 sec): 3 clusters
  Score: Raw -17095633.793019 + Penalty 5690.003129 = -17089943.789890
  nChanged 10
		SP:Iteration 48Q (41089.050000 sec): 3 clusters
  Score: Raw -17095635.192901 + Penalty 5690.003129 = -17089945.189772
  nChanged 3
		SP:Iteration 49Q (41089.880000 sec): 3 clusters
  Score: Raw -17095635.757855 + Penalty 5690.003129 = -17089945.754726
  nChanged 5
		SP:Iteration 50Q (41090.770000 sec): 3 clusters
  Score: Raw -17095636.779317 + Penalty 5690.003129 = -17089946.776189
  nChanged 4
		SP:Iteration 51Q (41091.670000 sec): 3 clusters
  Score: Raw -17095637.284596 + Penalty 5690.003129 = -17089947.281467
  nChanged 3
		SP:Iteration 52Q (41092.570000 sec): 3 clusters
  Score: Raw -17095637.590914 + Penalty 5690.003129 = -17089947.587785
  nChanged 1
		SP:Iteration 53Q (41093.460000 sec): 3 clusters
  Score: Raw -17095637.674032 + Penalty 5690.003129 = -17089947.670903
  nChanged 0
		SP:Iteration 54F (41094.400000 sec): 3 clusters
  Score: Raw -17095637.674032 + Penalty 5690.003129 = -17089947.670903
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41094.490000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41094.550000 sec): 3 clusters
  Score: Raw -82592.059651 + Penalty 3110.410262 = -79481.649388
  nChanged 103
		SP:Iteration 1F (41094.560000 sec): 3 clusters
  Score: Raw -82818.046190 + Penalty 3110.410262 = -79707.635928
  nChanged 31
		SP:Iteration 2F (41094.570000 sec): 3 clusters
  Score: Raw -82902.391306 + Penalty 3110.410262 = -79791.981044
  nChanged 17
		SP:Iteration 3Q (41094.600000 sec): 3 clusters
  Score: Raw -82953.751462 + Penalty 3110.410262 = -79843.341200
  nChanged 12
		SP:Iteration 4Q (41094.620000 sec): 3 clusters
  Score: Raw -82988.130967 + Penalty 3110.410262 = -79877.720705
  nChanged 11
		SP:Iteration 5Q (41094.640000 sec): 3 clusters
  Score: Raw -83014.048279 + Penalty 3110.410262 = -79903.638016
  nChanged 6
		SP:Iteration 6Q (41094.670000 sec): 3 clusters
  Score: Raw -83029.842479 + Penalty 3110.410262 = -79919.432216
  nChanged 8
		SP:Iteration 7Q (41094.680000 sec): 3 clusters
  Score: Raw -83045.333162 + Penalty 3110.410262 = -79934.922900
  nChanged 2
		SP:Iteration 8Q (41094.710000 sec): 3 clusters
  Score: Raw -83050.770734 + Penalty 3110.410262 = -79940.360471
  nChanged 1
		SP:Iteration 9Q (41094.730000 sec): 3 clusters
  Score: Raw -83053.565741 + Penalty 3110.410262 = -79943.155479
  nChanged 0
		SP:Iteration 10F (41094.750000 sec): 3 clusters
  Score: Raw -83053.565741 + Penalty 3110.410262 = -79943.155479
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41094.770000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41094.780000 sec): 3 clusters
  Score: Raw -34374.942561 + Penalty 2645.028521 = -31729.914039
  nChanged 23
		SP:Iteration 1F (41094.790000 sec): 3 clusters
  Score: Raw -34461.902157 + Penalty 2645.028521 = -31816.873636
  nChanged 7
		SP:Iteration 2Q (41094.790000 sec): 3 clusters
  Score: Raw -34543.659584 + Penalty 2645.028521 = -31898.631062
  nChanged 6
		SP:Iteration 3Q (41094.800000 sec): 3 clusters
  Score: Raw -34569.221792 + Penalty 2645.028521 = -31924.193270
  nChanged 0
		SP:Iteration 4F (41094.810000 sec): 3 clusters
  Score: Raw -34569.221792 + Penalty 2645.028521 = -31924.193270
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41094.830000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41094.840000 sec): 3 clusters
  Score: Raw -18313.074731 + Penalty 2331.438261 = -15981.636470
  nChanged 4
		SP:Iteration 1Q (41094.850000 sec): 3 clusters
  Score: Raw -18347.228499 + Penalty 2331.438261 = -16015.790237
  nChanged 1
		SP:Iteration 2Q (41094.850000 sec): 3 clusters
  Score: Raw -18353.881816 + Penalty 2331.438261 = -16022.443554
  nChanged 0
		SP:Iteration 3F (41094.860000 sec): 3 clusters
  Score: Raw -18353.881816 + Penalty 2331.438261 = -16022.443554
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41094.890000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41094.910000 sec): 3 clusters
  Score: Raw -79091.239607 + Penalty 3061.163496 = -76030.076111
  nChanged 79
		SP:Iteration 1F (41094.930000 sec): 3 clusters
  Score: Raw -79262.604458 + Penalty 3061.163496 = -76201.440962
  nChanged 25
		SP:Iteration 2F (41094.960000 sec): 3 clusters
  Score: Raw -79317.675185 + Penalty 3061.163496 = -76256.511689
  nChanged 7
		SP:Iteration 3Q (41094.980000 sec): 3 clusters
  Score: Raw -79336.886330 + Penalty 3061.163496 = -76275.722833
  nChanged 1
		SP:Iteration 4Q (41095.000000 sec): 3 clusters
  Score: Raw -79339.155152 + Penalty 3061.163496 = -76277.991656
  nChanged 1
		SP:Iteration 5Q (41095.030000 sec): 3 clusters
  Score: Raw -79341.683249 + Penalty 3061.163496 = -76280.519753
  nChanged 0
		SP:Iteration 6F (41095.050000 sec): 3 clusters
  Score: Raw -79341.683249 + Penalty 3061.163496 = -76280.519753
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41095.090000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41095.110000 sec): 3 clusters
  Score: Raw -132143.059977 + Penalty 3295.965121 = -128847.094856
  nChanged 179
		SP:Iteration 1F (41095.130000 sec): 3 clusters
  Score: Raw -132388.782970 + Penalty 3295.965121 = -129092.817849
  nChanged 36
		SP:Iteration 2Q (41095.150000 sec): 3 clusters
  Score: Raw -132483.681672 + Penalty 3295.965121 = -129187.716551
  nChanged 32
		SP:Iteration 3Q (41095.180000 sec): 3 clusters
  Score: Raw -132537.394234 + Penalty 3295.965121 = -129241.429113
  nChanged 25
		SP:Iteration 4Q (41095.200000 sec): 3 clusters
  Score: Raw -132579.226930 + Penalty 3295.965121 = -129283.261809
  nChanged 14
		SP:Iteration 5Q (41095.230000 sec): 3 clusters
  Score: Raw -132600.350757 + Penalty 3295.965121 = -129304.385636
  nChanged 8
		SP:Iteration 6Q (41095.250000 sec): 3 clusters
  Score: Raw -132612.085609 + Penalty 3295.965121 = -129316.120488
  nChanged 4
		SP:Iteration 7Q (41095.270000 sec): 3 clusters
  Score: Raw -132620.708834 + Penalty 3295.965121 = -129324.743713
  nChanged 6
		SP:Iteration 8Q (41095.290000 sec): 3 clusters
  Score: Raw -132634.770617 + Penalty 3295.965121 = -129338.805496
  nChanged 7
		SP:Iteration 9Q (41095.320000 sec): 3 clusters
  Score: Raw -132645.882725 + Penalty 3295.965121 = -129349.917604
  nChanged 9
		SP:Iteration 10Q (41095.340000 sec): 3 clusters
  Score: Raw -132658.454032 + Penalty 3295.965121 = -129362.488911
  nChanged 6
		SP:Iteration 11Q (41095.360000 sec): 3 clusters
  Score: Raw -132666.596792 + Penalty 3295.965121 = -129370.631671
  nChanged 4
		SP:Iteration 12Q (41095.390000 sec): 3 clusters
  Score: Raw -132671.833596 + Penalty 3295.965121 = -129375.868475
  nChanged 3
		SP:Iteration 13Q (41095.410000 sec): 3 clusters
  Score: Raw -132681.328692 + Penalty 3295.965121 = -129385.363571
  nChanged 7
		SP:Iteration 14Q (41095.430000 sec): 3 clusters
  Score: Raw -132690.097179 + Penalty 3295.965121 = -129394.132058
  nChanged 1
		SP:Iteration 15Q (41095.450000 sec): 3 clusters
  Score: Raw -132692.255343 + Penalty 3295.965121 = -129396.290222
  nChanged 1
		SP:Iteration 16Q (41095.480000 sec): 3 clusters
  Score: Raw -132694.783279 + Penalty 3295.965121 = -129398.818158
  nChanged 2
		SP:Iteration 17Q (41095.500000 sec): 3 clusters
  Score: Raw -132696.335932 + Penalty 3295.965121 = -129400.370811
  nChanged 0
		SP:Iteration 18F (41095.530000 sec): 3 clusters
  Score: Raw -132696.335932 + Penalty 3295.965121 = -129400.370811
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41095.550000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41095.560000 sec): 3 clusters
  Score: Raw -21785.164041 + Penalty 2661.524103 = -19123.639938
  nChanged 28
		SP:Iteration 1F (41095.570000 sec): 3 clusters
  Score: Raw -21917.479580 + Penalty 2661.524103 = -19255.955477
  nChanged 12
		SP:Iteration 2F (41095.580000 sec): 3 clusters
  Score: Raw -21976.407047 + Penalty 2661.524103 = -19314.882944
  nChanged 6
		SP:Iteration 3Q (41095.580000 sec): 3 clusters
  Score: Raw -22000.955636 + Penalty 2661.524103 = -19339.431532
  nChanged 2
		SP:Iteration 4Q (41095.590000 sec): 3 clusters
  Score: Raw -22007.378765 + Penalty 2661.524103 = -19345.854661
  nChanged 1
		SP:Iteration 5Q (41095.600000 sec): 3 clusters
  Score: Raw -22009.553874 + Penalty 2661.524103 = -19348.029771
  nChanged 0
		SP:Iteration 6F (41095.610000 sec): 3 clusters
  Score: Raw -22009.553874 + Penalty 2661.524103 = -19348.029771
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41095.640000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41095.670000 sec): 3 clusters
  Score: Raw -134258.893994 + Penalty 3288.818959 = -130970.075035
  nChanged 168
		SP:Iteration 1F (41095.690000 sec): 3 clusters
  Score: Raw -134467.109014 + Penalty 3288.818959 = -131178.290055
  nChanged 49
		SP:Iteration 2F (41095.710000 sec): 3 clusters
  Score: Raw -134537.813322 + Penalty 3288.818959 = -131248.994363
  nChanged 22
		SP:Iteration 3Q (41095.730000 sec): 3 clusters
  Score: Raw -134566.977572 + Penalty 3288.818959 = -131278.158612
  nChanged 15
		SP:Iteration 4Q (41095.760000 sec): 3 clusters
  Score: Raw -134591.067691 + Penalty 3288.818959 = -131302.248732
  nChanged 8
		SP:Iteration 5Q (41095.780000 sec): 3 clusters
  Score: Raw -134605.035982 + Penalty 3288.818959 = -131316.217023
  nChanged 6
		SP:Iteration 6Q (41095.810000 sec): 3 clusters
  Score: Raw -134612.568225 + Penalty 3288.818959 = -131323.749265
  nChanged 4
		SP:Iteration 7Q (41095.830000 sec): 3 clusters
  Score: Raw -134617.638563 + Penalty 3288.818959 = -131328.819604
  nChanged 4
		SP:Iteration 8Q (41095.850000 sec): 3 clusters
  Score: Raw -134624.602576 + Penalty 3288.818959 = -131335.783617
  nChanged 3
		SP:Iteration 9Q (41095.870000 sec): 3 clusters
  Score: Raw -134628.672249 + Penalty 3288.818959 = -131339.853290
  nChanged 1
		SP:Iteration 10Q (41095.900000 sec): 3 clusters
  Score: Raw -134630.458299 + Penalty 3288.818959 = -131341.639339
  nChanged 1
		SP:Iteration 11Q (41095.920000 sec): 3 clusters
  Score: Raw -134631.411653 + Penalty 3288.818959 = -131342.592693
  nChanged 0
		SP:Iteration 12F (41095.940000 sec): 3 clusters
  Score: Raw -134631.411653 + Penalty 3288.818959 = -131342.592693
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41096.000000 sec): 2 clusters
  Score: Raw -271311.444404 + Penalty 1823.881858 = -269487.562546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41096.040000 sec): 3 clusters
  Score: Raw -270821.360090 + Penalty 3647.763716 = -267173.596374
  nChanged 472
		SP:Iteration 1F (41096.080000 sec): 3 clusters
  Score: Raw -271236.344814 + Penalty 3647.763716 = -267588.581098
  nChanged 134
		SP:Iteration 2F (41096.120000 sec): 3 clusters
  Score: Raw -271393.771381 + Penalty 3647.763716 = -267746.007665
  nChanged 68
		SP:Iteration 3Q (41096.160000 sec): 3 clusters
  Score: Raw -271466.253886 + Penalty 3647.763716 = -267818.490170
  nChanged 42
		SP:Iteration 4Q (41096.200000 sec): 3 clusters
  Score: Raw -271507.018787 + Penalty 3647.763716 = -267859.255071
  nChanged 32
		SP:Iteration 5Q (41096.240000 sec): 3 clusters
  Score: Raw -271534.983579 + Penalty 3647.763716 = -267887.219863
  nChanged 21
		SP:Iteration 6Q (41096.280000 sec): 3 clusters
  Score: Raw -271553.886005 + Penalty 3647.763716 = -267906.122289
  nChanged 16
		SP:Iteration 7Q (41096.320000 sec): 3 clusters
  Score: Raw -271568.885726 + Penalty 3647.763716 = -267921.122010
  nChanged 18
		SP:Iteration 8Q (41096.360000 sec): 3 clusters
  Score: Raw -271583.407390 + Penalty 3647.763716 = -267935.643674
  nChanged 11
		SP:Iteration 9Q (41096.400000 sec): 3 clusters
  Score: Raw -271597.767875 + Penalty 3647.763716 = -267950.004159
  nChanged 16
		SP:Iteration 10Q (41096.440000 sec): 3 clusters
  Score: Raw -271611.476259 + Penalty 3647.763716 = -267963.712543
  nChanged 11
		SP:Iteration 11Q (41096.480000 sec): 3 clusters
  Score: Raw -271622.113735 + Penalty 3647.763716 = -267974.350019
  nChanged 18
		SP:Iteration 12Q (41096.520000 sec): 3 clusters
  Score: Raw -271642.860327 + Penalty 3647.763716 = -267995.096612
  nChanged 17
		SP:Iteration 13Q (41096.560000 sec): 3 clusters
  Score: Raw -271664.632845 + Penalty 3647.763716 = -268016.869129
  nChanged 23
		SP:Iteration 14Q (41096.600000 sec): 3 clusters
  Score: Raw -271686.683134 + Penalty 3647.763716 = -268038.919418
  nChanged 17
		SP:Iteration 15Q (41096.630000 sec): 3 clusters
  Score: Raw -271703.184341 + Penalty 3647.763716 = -268055.420625
  nChanged 16
		SP:Iteration 16Q (41096.670000 sec): 3 clusters
  Score: Raw -271716.088473 + Penalty 3647.763716 = -268068.324757
  nChanged 11
		SP:Iteration 17Q (41096.710000 sec): 3 clusters
  Score: Raw -271729.162195 + Penalty 3647.763716 = -268081.398479
  nChanged 15
		SP:Iteration 18Q (41096.750000 sec): 3 clusters
  Score: Raw -271739.469580 + Penalty 3647.763716 = -268091.705864
  nChanged 7
		SP:Iteration 19Q (41096.790000 sec): 3 clusters
  Score: Raw -271742.558693 + Penalty 3647.763716 = -268094.794977
  nChanged 5
		SP:Iteration 20F (41096.830000 sec): 3 clusters
  Score: Raw -271745.652380 + Penalty 3647.763716 = -268097.888664
  nChanged 3
		SP:Iteration 21Q (41096.870000 sec): 3 clusters
  Score: Raw -271747.826717 + Penalty 3647.763716 = -268100.063001
  nChanged 2
		SP:Iteration 22Q (41096.910000 sec): 3 clusters
  Score: Raw -271750.838723 + Penalty 3647.763716 = -268103.075007
  nChanged 3
		SP:Iteration 23Q (41096.950000 sec): 3 clusters
  Score: Raw -271752.210900 + Penalty 3647.763716 = -268104.447184
  nChanged 1
		SP:Iteration 24Q (41096.990000 sec): 3 clusters
  Score: Raw -271752.539246 + Penalty 3647.763716 = -268104.775530
  nChanged 1
		SP:Iteration 25Q (41097.030000 sec): 3 clusters
  Score: Raw -271752.762206 + Penalty 3647.763716 = -268104.998490
  nChanged 0
		SP:Iteration 26F (41097.070000 sec): 3 clusters
  Score: Raw -271752.762206 + Penalty 3647.763716 = -268104.998490
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41097.100000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41097.120000 sec): 3 clusters
  Score: Raw -60000.969479 + Penalty 2975.472535 = -57025.496944
  nChanged 58
		SP:Iteration 1F (41097.140000 sec): 3 clusters
  Score: Raw -60158.653231 + Penalty 2975.472535 = -57183.180696
  nChanged 27
		SP:Iteration 2F (41097.150000 sec): 3 clusters
  Score: Raw -60235.644409 + Penalty 2975.472535 = -57260.171874
  nChanged 7
		SP:Iteration 3Q (41097.170000 sec): 3 clusters
  Score: Raw -60266.294042 + Penalty 2975.472535 = -57290.821507
  nChanged 4
		SP:Iteration 4Q (41097.180000 sec): 3 clusters
  Score: Raw -60274.528571 + Penalty 2975.472535 = -57299.056036
  nChanged 0
		SP:Iteration 5F (41097.200000 sec): 3 clusters
  Score: Raw -60274.528571 + Penalty 2975.472535 = -57299.056036
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41097.240000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41097.270000 sec): 3 clusters
  Score: Raw -185369.556041 + Penalty 3484.225919 = -181885.330122
  nChanged 278
		SP:Iteration 1F (41097.310000 sec): 3 clusters
  Score: Raw -185722.328324 + Penalty 3484.225919 = -182238.102405
  nChanged 87
		SP:Iteration 2F (41097.340000 sec): 3 clusters
  Score: Raw -185850.072695 + Penalty 3484.225919 = -182365.846776
  nChanged 45
		SP:Iteration 3Q (41097.370000 sec): 3 clusters
  Score: Raw -185913.401692 + Penalty 3484.225919 = -182429.175773
  nChanged 27
		SP:Iteration 4Q (41097.400000 sec): 3 clusters
  Score: Raw -185952.585996 + Penalty 3484.225919 = -182468.360077
  nChanged 15
		SP:Iteration 5Q (41097.430000 sec): 3 clusters
  Score: Raw -185975.675616 + Penalty 3484.225919 = -182491.449696
  nChanged 12
		SP:Iteration 6Q (41097.460000 sec): 3 clusters
  Score: Raw -185998.842487 + Penalty 3484.225919 = -182514.616567
  nChanged 15
		SP:Iteration 7Q (41097.490000 sec): 3 clusters
  Score: Raw -186022.345878 + Penalty 3484.225919 = -182538.119959
  nChanged 11
		SP:Iteration 8Q (41097.530000 sec): 3 clusters
  Score: Raw -186039.561391 + Penalty 3484.225919 = -182555.335472
  nChanged 11
		SP:Iteration 9Q (41097.550000 sec): 3 clusters
  Score: Raw -186059.804106 + Penalty 3484.225919 = -182575.578187
  nChanged 9
		SP:Iteration 10Q (41097.590000 sec): 3 clusters
  Score: Raw -186073.474941 + Penalty 3484.225919 = -182589.249022
  nChanged 10
		SP:Iteration 11Q (41097.620000 sec): 3 clusters
  Score: Raw -186091.389245 + Penalty 3484.225919 = -182607.163326
  nChanged 6
		SP:Iteration 12Q (41097.650000 sec): 3 clusters
  Score: Raw -186098.495142 + Penalty 3484.225919 = -182614.269223
  nChanged 8
		SP:Iteration 13Q (41097.680000 sec): 3 clusters
  Score: Raw -186109.407525 + Penalty 3484.225919 = -182625.181606
  nChanged 10
		SP:Iteration 14Q (41097.710000 sec): 3 clusters
  Score: Raw -186126.834973 + Penalty 3484.225919 = -182642.609054
  nChanged 16
		SP:Iteration 15Q (41097.740000 sec): 3 clusters
  Score: Raw -186158.219828 + Penalty 3484.225919 = -182673.993909
  nChanged 17
		SP:Iteration 16Q (41097.770000 sec): 3 clusters
  Score: Raw -186194.229668 + Penalty 3484.225919 = -182710.003749
  nChanged 25
		SP:Iteration 17Q (41097.810000 sec): 3 clusters
  Score: Raw -186247.274722 + Penalty 3484.225919 = -182763.048803
  nChanged 21
		SP:Iteration 18Q (41097.840000 sec): 3 clusters
  Score: Raw -186308.079720 + Penalty 3484.225919 = -182823.853801
  nChanged 25
		SP:Iteration 19Q (41097.870000 sec): 3 clusters
  Score: Raw -186359.988180 + Penalty 3484.225919 = -182875.762260
  nChanged 22
		SP:Iteration 20F (41097.900000 sec): 3 clusters
  Score: Raw -186423.940656 + Penalty 3484.225919 = -182939.714737
  nChanged 26
		SP:Iteration 21Q (41097.930000 sec): 3 clusters
  Score: Raw -186494.014273 + Penalty 3484.225919 = -183009.788354
  nChanged 23
		SP:Iteration 22Q (41097.960000 sec): 3 clusters
  Score: Raw -186548.381240 + Penalty 3484.225919 = -183064.155321
  nChanged 21
		SP:Iteration 23Q (41097.990000 sec): 3 clusters
  Score: Raw -186594.011173 + Penalty 3484.225919 = -183109.785253
  nChanged 14
		SP:Iteration 24Q (41098.020000 sec): 3 clusters
  Score: Raw -186615.405087 + Penalty 3484.225919 = -183131.179168
  nChanged 8
		SP:Iteration 25Q (41098.050000 sec): 3 clusters
  Score: Raw -186627.875644 + Penalty 3484.225919 = -183143.649724
  nChanged 6
		SP:Iteration 26Q (41098.090000 sec): 3 clusters
  Score: Raw -186634.975999 + Penalty 3484.225919 = -183150.750080
  nChanged 7
		SP:Iteration 27Q (41098.120000 sec): 3 clusters
  Score: Raw -186645.959303 + Penalty 3484.225919 = -183161.733384
  nChanged 6
		SP:Iteration 28Q (41098.150000 sec): 3 clusters
  Score: Raw -186653.136377 + Penalty 3484.225919 = -183168.910458
  nChanged 4
		SP:Iteration 29Q (41098.180000 sec): 3 clusters
  Score: Raw -186656.625942 + Penalty 3484.225919 = -183172.400023
  nChanged 5
		SP:Iteration 30Q (41098.210000 sec): 3 clusters
  Score: Raw -186663.058870 + Penalty 3484.225919 = -183178.832951
  nChanged 3
		SP:Iteration 31Q (41098.240000 sec): 3 clusters
  Score: Raw -186666.452041 + Penalty 3484.225919 = -183182.226122
  nChanged 6
		SP:Iteration 32Q (41098.270000 sec): 3 clusters
  Score: Raw -186672.815803 + Penalty 3484.225919 = -183188.589884
  nChanged 1
		SP:Iteration 33Q (41098.300000 sec): 3 clusters
  Score: Raw -186673.741969 + Penalty 3484.225919 = -183189.516050
  nChanged 0
		SP:Iteration 34F (41098.330000 sec): 3 clusters
  Score: Raw -186673.741969 + Penalty 3484.225919 = -183189.516050
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41099.060000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41100.040000 sec): 3 clusters
  Score: Raw -19043834.040450 + Penalty 5708.960592 = -19038125.079858
  nChanged 47168
		SP:Iteration 1F (41101.110000 sec): 3 clusters
  Score: Raw -19070568.093149 + Penalty 5708.960592 = -19064859.132557
  nChanged 2949
		SP:Iteration 2Q (41102.250000 sec): 3 clusters
  Score: Raw -19071185.214536 + Penalty 5708.960592 = -19065476.253944
  nChanged 2914
		SP:Iteration 3Q (41103.350000 sec): 3 clusters
  Score: Raw -19071841.810519 + Penalty 5708.960592 = -19066132.849927
  nChanged 3060
		SP:Iteration 4Q (41104.400000 sec): 3 clusters
  Score: Raw -19072660.366650 + Penalty 5708.960592 = -19066951.406058
  nChanged 3334
		SP:Iteration 5Q (41105.540000 sec): 3 clusters
  Score: Raw -19073746.698701 + Penalty 5708.960592 = -19068037.738109
  nChanged 3806
		SP:Iteration 6Q (41106.630000 sec): 3 clusters
  Score: Raw -19075360.790468 + Penalty 5708.960592 = -19069651.829876
  nChanged 4413
		SP:Iteration 7Q (41107.740000 sec): 3 clusters
  Score: Raw -19077917.580123 + Penalty 5708.960592 = -19072208.619531
  nChanged 5353
		SP:Iteration 8F (41108.760000 sec): 3 clusters
  Score: Raw -19081682.306377 + Penalty 5708.960592 = -19075973.345785
  nChanged 5982
		SP:Iteration 9F (41109.790000 sec): 3 clusters
  Score: Raw -19086187.022529 + Penalty 5708.960592 = -19080478.061937
  nChanged 5919
		SP:Iteration 10F (41110.890000 sec): 3 clusters
  Score: Raw -19090440.508275 + Penalty 5708.960592 = -19084731.547683
  nChanged 5348
		SP:Iteration 11F (41111.910000 sec): 3 clusters
  Score: Raw -19093929.130949 + Penalty 5708.960592 = -19088220.170357
  nChanged 4655
		SP:Iteration 12Q (41112.970000 sec): 3 clusters
  Score: Raw -19096754.005184 + Penalty 5708.960592 = -19091045.044592
  nChanged 4115
		SP:Iteration 13Q (41114.060000 sec): 3 clusters
  Score: Raw -19099141.258001 + Penalty 5708.960592 = -19093432.297410
  nChanged 3743
		SP:Iteration 14Q (41115.140000 sec): 3 clusters
  Score: Raw -19101237.150739 + Penalty 5708.960592 = -19095528.190147
  nChanged 3267
		SP:Iteration 15Q (41116.190000 sec): 3 clusters
  Score: Raw -19102994.503503 + Penalty 5708.960592 = -19097285.542911
  nChanged 2856
		SP:Iteration 16Q (41117.200000 sec): 3 clusters
  Score: Raw -19104455.274043 + Penalty 5708.960592 = -19098746.313451
  nChanged 2397
		SP:Iteration 17Q (41118.220000 sec): 3 clusters
  Score: Raw -19105581.412647 + Penalty 5708.960592 = -19099872.452055
  nChanged 1952
		SP:Iteration 18Q (41119.190000 sec): 3 clusters
  Score: Raw -19106446.448885 + Penalty 5708.960592 = -19100737.488293
  nChanged 1537
		SP:Iteration 19Q (41120.120000 sec): 3 clusters
  Score: Raw -19107078.357602 + Penalty 5708.960592 = -19101369.397010
  nChanged 1185
		SP:Iteration 20F (41121.180000 sec): 3 clusters
  Score: Raw -19107533.663697 + Penalty 5708.960592 = -19101824.703105
  nChanged 932
		SP:Iteration 21Q (41122.070000 sec): 3 clusters
  Score: Raw -19107868.256762 + Penalty 5708.960592 = -19102159.296170
  nChanged 715
		SP:Iteration 22Q (41123.050000 sec): 3 clusters
  Score: Raw -19108109.943337 + Penalty 5708.960592 = -19102400.982745
  nChanged 535
		SP:Iteration 23Q (41123.970000 sec): 3 clusters
  Score: Raw -19108279.734024 + Penalty 5708.960592 = -19102570.773432
  nChanged 402
		SP:Iteration 24Q (41124.930000 sec): 3 clusters
  Score: Raw -19108393.009772 + Penalty 5708.960592 = -19102684.049180
  nChanged 338
		SP:Iteration 25Q (41125.920000 sec): 3 clusters
  Score: Raw -19108493.004653 + Penalty 5708.960592 = -19102784.044061
  nChanged 276
		SP:Iteration 26Q (41126.840000 sec): 3 clusters
  Score: Raw -19108575.038274 + Penalty 5708.960592 = -19102866.077682
  nChanged 247
		SP:Iteration 27Q (41127.780000 sec): 3 clusters
  Score: Raw -19108644.675571 + Penalty 5708.960592 = -19102935.714979
  nChanged 203
		SP:Iteration 28Q (41128.760000 sec): 3 clusters
  Score: Raw -19108701.109283 + Penalty 5708.960592 = -19102992.148691
  nChanged 172
		SP:Iteration 29Q (41129.710000 sec): 3 clusters
  Score: Raw -19108745.890661 + Penalty 5708.960592 = -19103036.930069
  nChanged 137
		SP:Iteration 30Q (41130.660000 sec): 3 clusters
  Score: Raw -19108784.574541 + Penalty 5708.960592 = -19103075.613949
  nChanged 135
		SP:Iteration 31Q (41131.610000 sec): 3 clusters
  Score: Raw -19108818.122342 + Penalty 5708.960592 = -19103109.161750
  nChanged 99
		SP:Iteration 32Q (41132.510000 sec): 3 clusters
  Score: Raw -19108843.449901 + Penalty 5708.960592 = -19103134.489309
  nChanged 92
		SP:Iteration 33Q (41133.430000 sec): 3 clusters
  Score: Raw -19108862.248849 + Penalty 5708.960592 = -19103153.288257
  nChanged 68
		SP:Iteration 34Q (41134.310000 sec): 3 clusters
  Score: Raw -19108877.505889 + Penalty 5708.960592 = -19103168.545297
  nChanged 48
		SP:Iteration 35Q (41135.140000 sec): 3 clusters
  Score: Raw -19108888.685601 + Penalty 5708.960592 = -19103179.725009
  nChanged 45
		SP:Iteration 36Q (41135.980000 sec): 3 clusters
  Score: Raw -19108897.562729 + Penalty 5708.960592 = -19103188.602137
  nChanged 32
		SP:Iteration 37Q (41136.820000 sec): 3 clusters
  Score: Raw -19108903.012734 + Penalty 5708.960592 = -19103194.052142
  nChanged 27
		SP:Iteration 38Q (41137.660000 sec): 3 clusters
  Score: Raw -19108908.168428 + Penalty 5708.960592 = -19103199.207837
  nChanged 32
		SP:Iteration 39Q (41138.540000 sec): 3 clusters
  Score: Raw -19108914.122395 + Penalty 5708.960592 = -19103205.161803
  nChanged 26
		SP:Iteration 40F (41139.470000 sec): 3 clusters
  Score: Raw -19108918.405795 + Penalty 5708.960592 = -19103209.445204
  nChanged 27
		SP:Iteration 41Q (41140.350000 sec): 3 clusters
  Score: Raw -19108924.512771 + Penalty 5708.960592 = -19103215.552179
  nChanged 27
		SP:Iteration 42Q (41141.230000 sec): 3 clusters
  Score: Raw -19108930.020485 + Penalty 5708.960592 = -19103221.059893
  nChanged 26
		SP:Iteration 43Q (41142.190000 sec): 3 clusters
  Score: Raw -19108935.477200 + Penalty 5708.960592 = -19103226.516608
  nChanged 21
		SP:Iteration 44Q (41143.120000 sec): 3 clusters
  Score: Raw -19108938.994741 + Penalty 5708.960592 = -19103230.034149
  nChanged 12
		SP:Iteration 45Q (41144.000000 sec): 3 clusters
  Score: Raw -19108941.167900 + Penalty 5708.960592 = -19103232.207308
  nChanged 13
		SP:Iteration 46Q (41144.870000 sec): 3 clusters
  Score: Raw -19108943.866951 + Penalty 5708.960592 = -19103234.906359
  nChanged 12
		SP:Iteration 47Q (41145.730000 sec): 3 clusters
  Score: Raw -19108945.840511 + Penalty 5708.960592 = -19103236.879919
  nChanged 15
		SP:Iteration 48Q (41146.580000 sec): 3 clusters
  Score: Raw -19108948.729325 + Penalty 5708.960592 = -19103239.768733
  nChanged 18
		SP:Iteration 49Q (41147.510000 sec): 3 clusters
  Score: Raw -19108952.505411 + Penalty 5708.960592 = -19103243.544819
  nChanged 15
		SP:Iteration 50Q (41148.440000 sec): 3 clusters
  Score: Raw -19108955.777325 + Penalty 5708.960592 = -19103246.816733
  nChanged 15
		SP:Iteration 51Q (41149.370000 sec): 3 clusters
  Score: Raw -19108959.518923 + Penalty 5708.960592 = -19103250.558331
  nChanged 17
		SP:Iteration 52Q (41150.250000 sec): 3 clusters
  Score: Raw -19108962.832626 + Penalty 5708.960592 = -19103253.872034
  nChanged 17
		SP:Iteration 53Q (41151.090000 sec): 3 clusters
  Score: Raw -19108966.088514 + Penalty 5708.960592 = -19103257.127922
  nChanged 12
		SP:Iteration 54Q (41151.960000 sec): 3 clusters
  Score: Raw -19108968.589334 + Penalty 5708.960592 = -19103259.628742
  nChanged 12
		SP:Iteration 55Q (41152.900000 sec): 3 clusters
  Score: Raw -19108970.961917 + Penalty 5708.960592 = -19103262.001325
  nChanged 12
		SP:Iteration 56Q (41153.780000 sec): 3 clusters
  Score: Raw -19108973.197328 + Penalty 5708.960592 = -19103264.236736
  nChanged 9
		SP:Iteration 57Q (41154.700000 sec): 3 clusters
  Score: Raw -19108974.826612 + Penalty 5708.960592 = -19103265.866020
  nChanged 7
		SP:Iteration 58Q (41155.540000 sec): 3 clusters
  Score: Raw -19108976.066950 + Penalty 5708.960592 = -19103267.106358
  nChanged 9
		SP:Iteration 59Q (41156.380000 sec): 3 clusters
  Score: Raw -19108978.065104 + Penalty 5708.960592 = -19103269.104512
  nChanged 13
		SP:Iteration 60F (41157.320000 sec): 3 clusters
  Score: Raw -19108980.574104 + Penalty 5708.960592 = -19103271.613512
  nChanged 8
		SP:Iteration 61Q (41158.180000 sec): 3 clusters
  Score: Raw -19108981.708336 + Penalty 5708.960592 = -19103272.747744
  nChanged 5
		SP:Iteration 62Q (41159.030000 sec): 3 clusters
  Score: Raw -19108982.343125 + Penalty 5708.960592 = -19103273.382533
  nChanged 5
		SP:Iteration 63Q (41159.890000 sec): 3 clusters
  Score: Raw -19108983.188654 + Penalty 5708.960592 = -19103274.228062
  nChanged 6
		SP:Iteration 64Q (41160.780000 sec): 3 clusters
  Score: Raw -19108984.364519 + Penalty 5708.960592 = -19103275.403927
  nChanged 6
		SP:Iteration 65Q (41161.660000 sec): 3 clusters
  Score: Raw -19108985.305396 + Penalty 5708.960592 = -19103276.344804
  nChanged 2
		SP:Iteration 66Q (41162.580000 sec): 3 clusters
  Score: Raw -19108985.583457 + Penalty 5708.960592 = -19103276.622865
  nChanged 2
		SP:Iteration 67Q (41163.500000 sec): 3 clusters
  Score: Raw -19108985.918597 + Penalty 5708.960592 = -19103276.958005
  nChanged 2
		SP:Iteration 68Q (41164.350000 sec): 3 clusters
  Score: Raw -19108986.253518 + Penalty 5708.960592 = -19103277.292926
  nChanged 2
		SP:Iteration 69Q (41165.280000 sec): 3 clusters
  Score: Raw -19108986.558848 + Penalty 5708.960592 = -19103277.598256
  nChanged 0
		SP:Iteration 70F (41166.240000 sec): 3 clusters
  Score: Raw -19108986.558848 + Penalty 5708.960592 = -19103277.598256
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41166.310000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41166.470000 sec): 3 clusters
  Score: Raw -50622.670628 + Penalty 2829.076107 = -47793.594520
  nChanged 26
		SP:Iteration 1F (41166.630000 sec): 3 clusters
  Score: Raw -50706.063432 + Penalty 2829.076107 = -47876.987325
  nChanged 9
		SP:Iteration 2Q (41166.790000 sec): 3 clusters
  Score: Raw -50768.467536 + Penalty 2829.076107 = -47939.391428
  nChanged 6
		SP:Iteration 3Q (41166.950000 sec): 3 clusters
  Score: Raw -50790.959655 + Penalty 2829.076107 = -47961.883548
  nChanged 4
		SP:Iteration 4Q (41167.110000 sec): 3 clusters
  Score: Raw -50803.730085 + Penalty 2829.076107 = -47974.653978
  nChanged 2
		SP:Iteration 5Q (41167.270000 sec): 3 clusters
  Score: Raw -50809.712008 + Penalty 2829.076107 = -47980.635901
  nChanged 1
		SP:Iteration 6Q (41167.430000 sec): 3 clusters
  Score: Raw -50810.966765 + Penalty 2829.076107 = -47981.890658
  nChanged 1
		SP:Iteration 7Q (41167.590000 sec): 3 clusters
  Score: Raw -50820.040589 + Penalty 2829.076107 = -47990.964482
  nChanged 2
		SP:Iteration 8Q (41167.750000 sec): 3 clusters
  Score: Raw -50827.352008 + Penalty 2829.076107 = -47998.275901
  nChanged 2
		SP:Iteration 9Q (41167.910000 sec): 3 clusters
  Score: Raw -50834.789428 + Penalty 2829.076107 = -48005.713320
  nChanged 0
		SP:Iteration 10F (41168.070000 sec): 3 clusters
  Score: Raw -50834.789428 + Penalty 2829.076107 = -48005.713320
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41168.150000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41168.310000 sec): 3 clusters
  Score: Raw -27293.711185 + Penalty 2570.164641 = -24723.546544
  nChanged 29
		SP:Iteration 1F (41168.470000 sec): 3 clusters
  Score: Raw -27434.043097 + Penalty 2570.164641 = -24863.878456
  nChanged 2
		SP:Iteration 2Q (41168.630000 sec): 3 clusters
  Score: Raw -27443.963691 + Penalty 2570.164641 = -24873.799050
  nChanged 0
		SP:Iteration 3F (41168.790000 sec): 3 clusters
  Score: Raw -27443.963691 + Penalty 2570.164641 = -24873.799050
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41168.870000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41169.030000 sec): 3 clusters
  Score: Raw -48022.370996 + Penalty 2810.547637 = -45211.823359
  nChanged 23
		SP:Iteration 1F (41169.190000 sec): 3 clusters
  Score: Raw -48098.978289 + Penalty 2810.547637 = -45288.430651
  nChanged 7
		SP:Iteration 2Q (41169.350000 sec): 3 clusters
  Score: Raw -48119.021946 + Penalty 2810.547637 = -45308.474309
  nChanged 1
		SP:Iteration 3Q (41169.510000 sec): 3 clusters
  Score: Raw -48123.596179 + Penalty 2810.547637 = -45313.048542
  nChanged 0
		SP:Iteration 4F (41169.690000 sec): 3 clusters
  Score: Raw -48123.596179 + Penalty 2810.547637 = -45313.048542
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41169.780000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41169.950000 sec): 3 clusters
  Score: Raw -45018.417033 + Penalty 2927.706133 = -42090.710900
  nChanged 61
		SP:Iteration 1F (41170.130000 sec): 3 clusters
  Score: Raw -45180.927589 + Penalty 2927.706133 = -42253.221456
  nChanged 16
		SP:Iteration 2Q (41170.300000 sec): 3 clusters
  Score: Raw -45245.524716 + Penalty 2927.706133 = -42317.818582
  nChanged 8
		SP:Iteration 3Q (41170.480000 sec): 3 clusters
  Score: Raw -45268.552763 + Penalty 2927.706133 = -42340.846630
  nChanged 6
		SP:Iteration 4Q (41170.660000 sec): 3 clusters
  Score: Raw -45278.148029 + Penalty 2927.706133 = -42350.441896
  nChanged 2
		SP:Iteration 5Q (41170.830000 sec): 3 clusters
  Score: Raw -45280.537776 + Penalty 2927.706133 = -42352.831642
  nChanged 2
		SP:Iteration 6Q (41171.010000 sec): 3 clusters
  Score: Raw -45281.539686 + Penalty 2927.706133 = -42353.833553
  nChanged 1
		SP:Iteration 7Q (41171.190000 sec): 3 clusters
  Score: Raw -45282.132967 + Penalty 2927.706133 = -42354.426834
  nChanged 0
		SP:Iteration 8F (41171.190000 sec): 3 clusters
  Score: Raw -45282.132967 + Penalty 2927.706133 = -42354.426834
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41171.440000 sec): 2 clusters
  Score: Raw -2770033.035968 + Penalty 2403.039482 = -2767629.996486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41171.710000 sec): 3 clusters
  Score: Raw -2760784.951638 + Penalty 4806.078963 = -2755978.872675
  nChanged 7053
		SP:Iteration 1F (41172.010000 sec): 3 clusters
  Score: Raw -2764740.865562 + Penalty 4806.078963 = -2759934.786599
  nChanged 1039
		SP:Iteration 2F (41172.330000 sec): 3 clusters
  Score: Raw -2765277.802634 + Penalty 4806.078963 = -2760471.723671
  nChanged 933
		SP:Iteration 3F (41172.610000 sec): 3 clusters
  Score: Raw -2765811.129179 + Penalty 4806.078963 = -2761005.050216
  nChanged 844
		SP:Iteration 4F (41172.910000 sec): 3 clusters
  Score: Raw -2766332.626730 + Penalty 4806.078963 = -2761526.547767
  nChanged 817
		SP:Iteration 5F (41173.250000 sec): 3 clusters
  Score: Raw -2766805.330157 + Penalty 4806.078963 = -2761999.251194
  nChanged 767
		SP:Iteration 6Q (41173.600000 sec): 3 clusters
  Score: Raw -2767247.958550 + Penalty 4806.078963 = -2762441.879587
  nChanged 719
		SP:Iteration 7Q (41173.820000 sec): 3 clusters
  Score: Raw -2767694.892844 + Penalty 4806.078963 = -2762888.813881
  nChanged 724
		SP:Iteration 8Q (41174.060000 sec): 3 clusters
  Score: Raw -2768158.604551 + Penalty 4806.078963 = -2763352.525588
  nChanged 681
		SP:Iteration 9Q (41174.370000 sec): 3 clusters
  Score: Raw -2768614.185873 + Penalty 4806.078963 = -2763808.106910
  nChanged 612
		SP:Iteration 10Q (41174.590000 sec): 3 clusters
  Score: Raw -2769049.406020 + Penalty 4806.078963 = -2764243.327057
  nChanged 532
		SP:Iteration 11Q (41174.770000 sec): 3 clusters
  Score: Raw -2769440.454877 + Penalty 4806.078963 = -2764634.375914
  nChanged 430
		SP:Iteration 12Q (41175.140000 sec): 3 clusters
  Score: Raw -2769761.506252 + Penalty 4806.078963 = -2764955.427289
  nChanged 324
		SP:Iteration 13Q (41175.410000 sec): 3 clusters
  Score: Raw -2770018.056165 + Penalty 4806.078963 = -2765211.977202
  nChanged 240
		SP:Iteration 14Q (41175.710000 sec): 3 clusters
  Score: Raw -2770222.757549 + Penalty 4806.078963 = -2765416.678586
  nChanged 162
		SP:Iteration 15Q (41176.010000 sec): 3 clusters
  Score: Raw -2770368.614601 + Penalty 4806.078963 = -2765562.535638
  nChanged 113
		SP:Iteration 16Q (41176.310000 sec): 3 clusters
  Score: Raw -2770459.478639 + Penalty 4806.078963 = -2765653.399676
  nChanged 63
		SP:Iteration 17Q (41176.600000 sec): 3 clusters
  Score: Raw -2770521.202474 + Penalty 4806.078963 = -2765715.123511
  nChanged 58
		SP:Iteration 18Q (41176.860000 sec): 3 clusters
  Score: Raw -2770580.764272 + Penalty 4806.078963 = -2765774.685309
  nChanged 35
		SP:Iteration 19Q (41177.130000 sec): 3 clusters
  Score: Raw -2770615.597862 + Penalty 4806.078963 = -2765809.518899
  nChanged 31
		SP:Iteration 20F (41177.430000 sec): 3 clusters
  Score: Raw -2770643.476511 + Penalty 4806.078963 = -2765837.397548
  nChanged 25
		SP:Iteration 21Q (41177.700000 sec): 3 clusters
  Score: Raw -2770675.569883 + Penalty 4806.078963 = -2765869.490920
  nChanged 31
		SP:Iteration 22Q (41177.960000 sec): 3 clusters
  Score: Raw -2770713.719708 + Penalty 4806.078963 = -2765907.640745
  nChanged 19
		SP:Iteration 23Q (41178.230000 sec): 3 clusters
  Score: Raw -2770735.737217 + Penalty 4806.078963 = -2765929.658254
  nChanged 22
		SP:Iteration 24Q (41178.490000 sec): 3 clusters
  Score: Raw -2770758.412175 + Penalty 4806.078963 = -2765952.333212
  nChanged 14
		SP:Iteration 25Q (41178.760000 sec): 3 clusters
  Score: Raw -2770777.590651 + Penalty 4806.078963 = -2765971.511688
  nChanged 14
		SP:Iteration 26Q (41179.020000 sec): 3 clusters
  Score: Raw -2770795.667743 + Penalty 4806.078963 = -2765989.588780
  nChanged 16
		SP:Iteration 27Q (41179.290000 sec): 3 clusters
  Score: Raw -2770812.732554 + Penalty 4806.078963 = -2766006.653591
  nChanged 12
		SP:Iteration 28Q (41179.520000 sec): 3 clusters
  Score: Raw -2770827.809706 + Penalty 4806.078963 = -2766021.730743
  nChanged 8
		SP:Iteration 29Q (41179.720000 sec): 3 clusters
  Score: Raw -2770839.492005 + Penalty 4806.078963 = -2766033.413042
  nChanged 7
		SP:Iteration 30Q (41179.910000 sec): 3 clusters
  Score: Raw -2770848.622997 + Penalty 4806.078963 = -2766042.544034
  nChanged 11
		SP:Iteration 31Q (41180.210000 sec): 3 clusters
  Score: Raw -2770862.137070 + Penalty 4806.078963 = -2766056.058107
  nChanged 6
		SP:Iteration 32Q (41180.440000 sec): 3 clusters
  Score: Raw -2770870.673691 + Penalty 4806.078963 = -2766064.594728
  nChanged 6
		SP:Iteration 33Q (41180.660000 sec): 3 clusters
  Score: Raw -2770879.114049 + Penalty 4806.078963 = -2766073.035086
  nChanged 8
		SP:Iteration 34Q (41180.970000 sec): 3 clusters
  Score: Raw -2770890.470808 + Penalty 4806.078963 = -2766084.391845
  nChanged 7
		SP:Iteration 35Q (41181.230000 sec): 3 clusters
  Score: Raw -2770898.094565 + Penalty 4806.078963 = -2766092.015602
  nChanged 7
		SP:Iteration 36Q (41181.530000 sec): 3 clusters
  Score: Raw -2770907.435157 + Penalty 4806.078963 = -2766101.356194
  nChanged 2
		SP:Iteration 37Q (41181.730000 sec): 3 clusters
  Score: Raw -2770910.915189 + Penalty 4806.078963 = -2766104.836226
  nChanged 3
		SP:Iteration 38Q (41181.940000 sec): 3 clusters
  Score: Raw -2770914.564717 + Penalty 4806.078963 = -2766108.485754
  nChanged 1
		SP:Iteration 39Q (41182.240000 sec): 3 clusters
  Score: Raw -2770916.655550 + Penalty 4806.078963 = -2766110.576587
  nChanged 3
		SP:Iteration 40F (41182.540000 sec): 3 clusters
  Score: Raw -2770922.929866 + Penalty 4806.078963 = -2766116.850903
  nChanged 4
		SP:Iteration 41Q (41182.800000 sec): 3 clusters
  Score: Raw -2770926.830775 + Penalty 4806.078963 = -2766120.751812
  nChanged 4
		SP:Iteration 42Q (41183.060000 sec): 3 clusters
  Score: Raw -2770932.421683 + Penalty 4806.078963 = -2766126.342720
  nChanged 3
		SP:Iteration 43Q (41183.330000 sec): 3 clusters
  Score: Raw -2770935.863024 + Penalty 4806.078963 = -2766129.784061
  nChanged 3
		SP:Iteration 44Q (41183.590000 sec): 3 clusters
  Score: Raw -2770938.929805 + Penalty 4806.078963 = -2766132.850842
  nChanged 0
		SP:Iteration 45F (41183.890000 sec): 3 clusters
  Score: Raw -2770938.929805 + Penalty 4806.078963 = -2766132.850842
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41183.970000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41183.980000 sec): 3 clusters
  Score: Raw -18910.407792 + Penalty 2686.385799 = -16224.021993
  nChanged 30
		SP:Iteration 1F (41183.980000 sec): 3 clusters
  Score: Raw -19042.819846 + Penalty 2686.385799 = -16356.434047
  nChanged 6
		SP:Iteration 2Q (41183.990000 sec): 3 clusters
  Score: Raw -19078.990074 + Penalty 2686.385799 = -16392.604275
  nChanged 6
		SP:Iteration 3Q (41184.000000 sec): 3 clusters
  Score: Raw -19104.825557 + Penalty 2686.385799 = -16418.439757
  nChanged 3
		SP:Iteration 4Q (41184.010000 sec): 3 clusters
  Score: Raw -19112.914311 + Penalty 2686.385799 = -16426.528511
  nChanged 1
		SP:Iteration 5Q (41184.010000 sec): 3 clusters
  Score: Raw -19114.300597 + Penalty 2686.385799 = -16427.914798
  nChanged 0
		SP:Iteration 6F (41184.020000 sec): 3 clusters
  Score: Raw -19114.300597 + Penalty 2686.385799 = -16427.914798
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41184.050000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41184.050000 sec): 3 clusters
  Score: Raw -25090.101782 + Penalty 2575.706598 = -22514.395184
  nChanged 14
		SP:Iteration 1F (41184.060000 sec): 3 clusters
  Score: Raw -25207.060315 + Penalty 2575.706598 = -22631.353716
  nChanged 4
		SP:Iteration 2Q (41184.070000 sec): 3 clusters
  Score: Raw -25243.066764 + Penalty 2575.706598 = -22667.360166
  nChanged 0
		SP:Iteration 3F (41184.070000 sec): 3 clusters
  Score: Raw -25243.066764 + Penalty 2575.706598 = -22667.360166
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41184.100000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41184.110000 sec): 3 clusters
  Score: Raw -20148.497197 + Penalty 2544.429763 = -17604.067434
  nChanged 23
		SP:Iteration 1F (41184.110000 sec): 3 clusters
  Score: Raw -20350.564165 + Penalty 2544.429763 = -17806.134402
  nChanged 4
		SP:Iteration 2Q (41184.120000 sec): 3 clusters
  Score: Raw -20424.655508 + Penalty 2544.429763 = -17880.225745
  nChanged 1
		SP:Iteration 3Q (41184.130000 sec): 3 clusters
  Score: Raw -20427.071503 + Penalty 2544.429763 = -17882.641740
  nChanged 0
		SP:Iteration 4F (41184.130000 sec): 3 clusters
  Score: Raw -20427.071503 + Penalty 2544.429763 = -17882.641740
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41184.170000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41184.190000 sec): 3 clusters
  Score: Raw -72000.418918 + Penalty 2992.410766 = -69008.008152
  nChanged 58
		SP:Iteration 1F (41184.210000 sec): 3 clusters
  Score: Raw -72130.348744 + Penalty 2992.410766 = -69137.937978
  nChanged 10
		SP:Iteration 2Q (41184.230000 sec): 3 clusters
  Score: Raw -72159.667952 + Penalty 2992.410766 = -69167.257186
  nChanged 4
		SP:Iteration 3Q (41184.250000 sec): 3 clusters
  Score: Raw -72172.401738 + Penalty 2992.410766 = -69179.990972
  nChanged 3
		SP:Iteration 4Q (41184.270000 sec): 3 clusters
  Score: Raw -72180.934157 + Penalty 2992.410766 = -69188.523391
  nChanged 3
		SP:Iteration 5Q (41184.290000 sec): 3 clusters
  Score: Raw -72188.605381 + Penalty 2992.410766 = -69196.194615
  nChanged 2
		SP:Iteration 6Q (41184.320000 sec): 3 clusters
  Score: Raw -72194.033464 + Penalty 2992.410766 = -69201.622698
  nChanged 1
		SP:Iteration 7Q (41184.340000 sec): 3 clusters
  Score: Raw -72196.703419 + Penalty 2992.410766 = -69204.292653
  nChanged 0
		SP:Iteration 8F (41184.360000 sec): 3 clusters
  Score: Raw -72196.703419 + Penalty 2992.410766 = -69204.292653
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41184.600000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41184.930000 sec): 3 clusters
  Score: Raw -3694407.741400 + Penalty 4939.930361 = -3689467.811039
  nChanged 9194
		SP:Iteration 1F (41185.270000 sec): 3 clusters
  Score: Raw -3699843.933455 + Penalty 4939.930361 = -3694904.003094
  nChanged 1500
		SP:Iteration 2F (41185.600000 sec): 3 clusters
  Score: Raw -3700773.558189 + Penalty 4939.930361 = -3695833.627828
  nChanged 1474
		SP:Iteration 3F (41185.930000 sec): 3 clusters
  Score: Raw -3701713.606857 + Penalty 4939.930361 = -3696773.676496
  nChanged 1395
		SP:Iteration 4F (41186.260000 sec): 3 clusters
  Score: Raw -3702617.151679 + Penalty 4939.930361 = -3697677.221318
  nChanged 1288
		SP:Iteration 5F (41186.590000 sec): 3 clusters
  Score: Raw -3703431.412829 + Penalty 4939.930361 = -3698491.482468
  nChanged 1095
		SP:Iteration 6F (41186.930000 sec): 3 clusters
  Score: Raw -3704114.096811 + Penalty 4939.930361 = -3699174.166450
  nChanged 884
		SP:Iteration 7Q (41187.270000 sec): 3 clusters
  Score: Raw -3704694.386498 + Penalty 4939.930361 = -3699754.456137
  nChanged 724
		SP:Iteration 8Q (41187.600000 sec): 3 clusters
  Score: Raw -3705130.774343 + Penalty 4939.930361 = -3700190.843982
  nChanged 580
		SP:Iteration 9Q (41187.940000 sec): 3 clusters
  Score: Raw -3705452.024936 + Penalty 4939.930361 = -3700512.094574
  nChanged 469
		SP:Iteration 10Q (41188.280000 sec): 3 clusters
  Score: Raw -3705695.553294 + Penalty 4939.930361 = -3700755.622933
  nChanged 432
		SP:Iteration 11Q (41188.630000 sec): 3 clusters
  Score: Raw -3705926.675817 + Penalty 4939.930361 = -3700986.745456
  nChanged 346
		SP:Iteration 12Q (41188.980000 sec): 3 clusters
  Score: Raw -3706116.966449 + Penalty 4939.930361 = -3701177.036088
  nChanged 316
		SP:Iteration 13Q (41189.310000 sec): 3 clusters
  Score: Raw -3706317.053628 + Penalty 4939.930361 = -3701377.123267
  nChanged 292
		SP:Iteration 14Q (41189.650000 sec): 3 clusters
  Score: Raw -3706533.264544 + Penalty 4939.930361 = -3701593.334183
  nChanged 245
		SP:Iteration 15Q (41190.030000 sec): 3 clusters
  Score: Raw -3706761.377117 + Penalty 4939.930361 = -3701821.446756
  nChanged 198
		SP:Iteration 16Q (41190.370000 sec): 3 clusters
  Score: Raw -3706996.371940 + Penalty 4939.930361 = -3702056.441579
  nChanged 164
		SP:Iteration 17Q (41190.700000 sec): 3 clusters
  Score: Raw -3707215.644673 + Penalty 4939.930361 = -3702275.714312
  nChanged 143
		SP:Iteration 18Q (41190.990000 sec): 3 clusters
  Score: Raw -3707351.525385 + Penalty 4939.930361 = -3702411.595024
  nChanged 92
		SP:Iteration 19Q (41191.380000 sec): 3 clusters
  Score: Raw -3707420.187942 + Penalty 4939.930361 = -3702480.257581
  nChanged 63
		SP:Iteration 20F (41191.680000 sec): 3 clusters
  Score: Raw -3707451.645415 + Penalty 4939.930361 = -3702511.715054
  nChanged 45
		SP:Iteration 21Q (41192.010000 sec): 3 clusters
  Score: Raw -3707474.702368 + Penalty 4939.930361 = -3702534.772007
  nChanged 33
		SP:Iteration 22Q (41192.290000 sec): 3 clusters
  Score: Raw -3707489.816639 + Penalty 4939.930361 = -3702549.886278
  nChanged 27
		SP:Iteration 23Q (41192.610000 sec): 3 clusters
  Score: Raw -3707501.363191 + Penalty 4939.930361 = -3702561.432829
  nChanged 26
		SP:Iteration 24Q (41192.980000 sec): 3 clusters
  Score: Raw -3707512.667632 + Penalty 4939.930361 = -3702572.737270
  nChanged 27
		SP:Iteration 25Q (41193.330000 sec): 3 clusters
  Score: Raw -3707525.107089 + Penalty 4939.930361 = -3702585.176728
  nChanged 20
		SP:Iteration 26Q (41193.570000 sec): 3 clusters
  Score: Raw -3707534.567277 + Penalty 4939.930361 = -3702594.636916
  nChanged 23
		SP:Iteration 27Q (41193.960000 sec): 3 clusters
  Score: Raw -3707546.281275 + Penalty 4939.930361 = -3702606.350914
  nChanged 25
		SP:Iteration 28Q (41194.330000 sec): 3 clusters
  Score: Raw -3707561.480773 + Penalty 4939.930361 = -3702621.550412
  nChanged 35
		SP:Iteration 29Q (41194.670000 sec): 3 clusters
  Score: Raw -3707581.653236 + Penalty 4939.930361 = -3702641.722875
  nChanged 21
		SP:Iteration 30Q (41194.880000 sec): 3 clusters
  Score: Raw -3707590.858332 + Penalty 4939.930361 = -3702650.927971
  nChanged 12
		SP:Iteration 31Q (41195.270000 sec): 3 clusters
  Score: Raw -3707595.446397 + Penalty 4939.930361 = -3702655.516036
  nChanged 7
		SP:Iteration 32Q (41195.560000 sec): 3 clusters
  Score: Raw -3707597.762141 + Penalty 4939.930361 = -3702657.831780
  nChanged 4
		SP:Iteration 33Q (41195.890000 sec): 3 clusters
  Score: Raw -3707598.804987 + Penalty 4939.930361 = -3702658.874626
  nChanged 3
		SP:Iteration 34Q (41196.230000 sec): 3 clusters
  Score: Raw -3707599.914449 + Penalty 4939.930361 = -3702659.984088
  nChanged 2
		SP:Iteration 35Q (41196.560000 sec): 3 clusters
  Score: Raw -3707600.750590 + Penalty 4939.930361 = -3702660.820229
  nChanged 1
		SP:Iteration 36Q (41196.940000 sec): 3 clusters
  Score: Raw -3707601.165629 + Penalty 4939.930361 = -3702661.235268
  nChanged 0
		SP:Iteration 37F (41197.200000 sec): 3 clusters
  Score: Raw -3707601.165629 + Penalty 4939.930361 = -3702661.235268
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41197.290000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41197.470000 sec): 3 clusters
  Score: Raw -40690.176345 + Penalty 2773.129542 = -37917.046802
  nChanged 33
		SP:Iteration 1F (41197.630000 sec): 3 clusters
  Score: Raw -40806.535126 + Penalty 2773.129542 = -38033.405584
  nChanged 11
		SP:Iteration 2Q (41197.810000 sec): 3 clusters
  Score: Raw -40860.844449 + Penalty 2773.129542 = -38087.714907
  nChanged 7
		SP:Iteration 3Q (41197.980000 sec): 3 clusters
  Score: Raw -40906.239936 + Penalty 2773.129542 = -38133.110394
  nChanged 4
		SP:Iteration 4Q (41198.160000 sec): 3 clusters
  Score: Raw -40924.234257 + Penalty 2773.129542 = -38151.104715
  nChanged 3
		SP:Iteration 5Q (41198.330000 sec): 3 clusters
  Score: Raw -40941.439211 + Penalty 2773.129542 = -38168.309669
  nChanged 4
		SP:Iteration 6Q (41198.510000 sec): 3 clusters
  Score: Raw -40955.613025 + Penalty 2773.129542 = -38182.483483
  nChanged 2
		SP:Iteration 7Q (41198.690000 sec): 3 clusters
  Score: Raw -40959.844031 + Penalty 2773.129542 = -38186.714488
  nChanged 0
		SP:Iteration 8F (41198.860000 sec): 3 clusters
  Score: Raw -40959.844031 + Penalty 2773.129542 = -38186.714488
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41198.950000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41199.130000 sec): 3 clusters
  Score: Raw -110516.515735 + Penalty 3200.216281 = -107316.299454
  nChanged 113
		SP:Iteration 1F (41199.300000 sec): 3 clusters
  Score: Raw -110711.813978 + Penalty 3200.216281 = -107511.597696
  nChanged 31
		SP:Iteration 2Q (41199.480000 sec): 3 clusters
  Score: Raw -110783.640635 + Penalty 3200.216281 = -107583.424353
  nChanged 19
		SP:Iteration 3Q (41199.650000 sec): 3 clusters
  Score: Raw -110817.674618 + Penalty 3200.216281 = -107617.458337
  nChanged 7
		SP:Iteration 4Q (41199.830000 sec): 3 clusters
  Score: Raw -110831.771777 + Penalty 3200.216281 = -107631.555496
  nChanged 3
		SP:Iteration 5Q (41200.000000 sec): 3 clusters
  Score: Raw -110840.045207 + Penalty 3200.216281 = -107639.828926
  nChanged 6
		SP:Iteration 6Q (41200.180000 sec): 3 clusters
  Score: Raw -110850.899919 + Penalty 3200.216281 = -107650.683638
  nChanged 4
		SP:Iteration 7Q (41200.350000 sec): 3 clusters
  Score: Raw -110858.812350 + Penalty 3200.216281 = -107658.596069
  nChanged 4
		SP:Iteration 8Q (41200.530000 sec): 3 clusters
  Score: Raw -110868.255233 + Penalty 3200.216281 = -107668.038952
  nChanged 0
		SP:Iteration 9F (41200.710000 sec): 3 clusters
  Score: Raw -110868.255233 + Penalty 3200.216281 = -107668.038952
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41200.790000 sec): 2 clusters
  Score: Raw -150556.309564 + Penalty 1690.006639 = -148866.302926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41200.970000 sec): 3 clusters
  Score: Raw -150469.516048 + Penalty 3380.013277 = -147089.502771
  nChanged 239
		SP:Iteration 1F (41201.150000 sec): 3 clusters
  Score: Raw -150783.009928 + Penalty 3380.013277 = -147402.996650
  nChanged 60
		SP:Iteration 2F (41201.320000 sec): 3 clusters
  Score: Raw -150888.931611 + Penalty 3380.013277 = -147508.918334
  nChanged 39
		SP:Iteration 3Q (41201.500000 sec): 3 clusters
  Score: Raw -150996.713801 + Penalty 3380.013277 = -147616.700524
  nChanged 54
		SP:Iteration 4F (41201.670000 sec): 3 clusters
  Score: Raw -151134.214858 + Penalty 3380.013277 = -147754.201581
  nChanged 53
		SP:Iteration 5F (41201.850000 sec): 3 clusters
  Score: Raw -151286.007439 + Penalty 3380.013277 = -147905.994162
  nChanged 46
		SP:Iteration 6F (41202.030000 sec): 3 clusters
  Score: Raw -151423.760144 + Penalty 3380.013277 = -148043.746867
  nChanged 32
		SP:Iteration 7Q (41202.200000 sec): 3 clusters
  Score: Raw -151529.915113 + Penalty 3380.013277 = -148149.901836
  nChanged 27
		SP:Iteration 8Q (41202.380000 sec): 3 clusters
  Score: Raw -151619.098852 + Penalty 3380.013277 = -148239.085575
  nChanged 19
		SP:Iteration 9Q (41202.560000 sec): 3 clusters
  Score: Raw -151681.314599 + Penalty 3380.013277 = -148301.301322
  nChanged 15
		SP:Iteration 10Q (41202.730000 sec): 3 clusters
  Score: Raw -151735.215679 + Penalty 3380.013277 = -148355.202402
  nChanged 15
		SP:Iteration 11Q (41202.910000 sec): 3 clusters
  Score: Raw -151795.605275 + Penalty 3380.013277 = -148415.591997
  nChanged 15
		SP:Iteration 12Q (41203.080000 sec): 3 clusters
  Score: Raw -151850.271244 + Penalty 3380.013277 = -148470.257967
  nChanged 14
		SP:Iteration 13Q (41203.260000 sec): 3 clusters
  Score: Raw -151883.177238 + Penalty 3380.013277 = -148503.163961
  nChanged 11
		SP:Iteration 14Q (41203.440000 sec): 3 clusters
  Score: Raw -151912.691207 + Penalty 3380.013277 = -148532.677930
  nChanged 10
		SP:Iteration 15Q (41203.610000 sec): 3 clusters
  Score: Raw -151949.857381 + Penalty 3380.013277 = -148569.844104
  nChanged 9
		SP:Iteration 16Q (41203.780000 sec): 3 clusters
  Score: Raw -151979.046233 + Penalty 3380.013277 = -148599.032956
  nChanged 8
		SP:Iteration 17Q (41203.960000 sec): 3 clusters
  Score: Raw -152005.848967 + Penalty 3380.013277 = -148625.835690
  nChanged 6
		SP:Iteration 18Q (41204.140000 sec): 3 clusters
  Score: Raw -152039.645679 + Penalty 3380.013277 = -148659.632402
  nChanged 14
		SP:Iteration 19Q (41204.310000 sec): 3 clusters
  Score: Raw -152083.680206 + Penalty 3380.013277 = -148703.666929
  nChanged 12
		SP:Iteration 20F (41204.490000 sec): 3 clusters
  Score: Raw -152124.810366 + Penalty 3380.013277 = -148744.797089
  nChanged 12
		SP:Iteration 21Q (41204.540000 sec): 3 clusters
  Score: Raw -152157.457431 + Penalty 3380.013277 = -148777.444154
  nChanged 9
		SP:Iteration 22Q (41204.560000 sec): 3 clusters
  Score: Raw -152188.920857 + Penalty 3380.013277 = -148808.907580
  nChanged 16
		SP:Iteration 23Q (41204.590000 sec): 3 clusters
  Score: Raw -152231.450091 + Penalty 3380.013277 = -148851.436814
  nChanged 9
		SP:Iteration 24Q (41204.620000 sec): 3 clusters
  Score: Raw -152252.131444 + Penalty 3380.013277 = -148872.118167
  nChanged 7
		SP:Iteration 25Q (41204.650000 sec): 3 clusters
  Score: Raw -152270.652705 + Penalty 3380.013277 = -148890.639428
  nChanged 8
		SP:Iteration 26Q (41204.670000 sec): 3 clusters
  Score: Raw -152293.964394 + Penalty 3380.013277 = -148913.951117
  nChanged 7
		SP:Iteration 27Q (41204.700000 sec): 3 clusters
  Score: Raw -152315.939762 + Penalty 3380.013277 = -148935.926485
  nChanged 4
		SP:Iteration 28Q (41204.720000 sec): 3 clusters
  Score: Raw -152326.488469 + Penalty 3380.013277 = -148946.475191
  nChanged 4
		SP:Iteration 29Q (41204.750000 sec): 3 clusters
  Score: Raw -152334.047993 + Penalty 3380.013277 = -148954.034716
  nChanged 2
		SP:Iteration 30Q (41204.770000 sec): 3 clusters
  Score: Raw -152337.246934 + Penalty 3380.013277 = -148957.233657
  nChanged 1
		SP:Iteration 31Q (41204.800000 sec): 3 clusters
  Score: Raw -152348.142781 + Penalty 3380.013277 = -148968.129504
  nChanged 2
		SP:Iteration 32Q (41204.820000 sec): 3 clusters
  Score: Raw -152354.528637 + Penalty 3380.013277 = -148974.515360
  nChanged 2
		SP:Iteration 33Q (41204.840000 sec): 3 clusters
  Score: Raw -152358.503243 + Penalty 3380.013277 = -148978.489966
  nChanged 2
		SP:Iteration 34Q (41204.870000 sec): 3 clusters
  Score: Raw -152362.699961 + Penalty 3380.013277 = -148982.686684
  nChanged 3
		SP:Iteration 35Q (41204.900000 sec): 3 clusters
  Score: Raw -152369.526332 + Penalty 3380.013277 = -148989.513055
  nChanged 4
		SP:Iteration 36Q (41204.920000 sec): 3 clusters
  Score: Raw -152379.641261 + Penalty 3380.013277 = -148999.627984
  nChanged 6
		SP:Iteration 37Q (41204.950000 sec): 3 clusters
  Score: Raw -152394.112596 + Penalty 3380.013277 = -149014.099319
  nChanged 2
		SP:Iteration 38Q (41204.970000 sec): 3 clusters
  Score: Raw -152398.012150 + Penalty 3380.013277 = -149017.998873
  nChanged 1
		SP:Iteration 39Q (41205.000000 sec): 3 clusters
  Score: Raw -152399.217405 + Penalty 3380.013277 = -149019.204128
  nChanged 0
		SP:Iteration 40F (41205.020000 sec): 3 clusters
  Score: Raw -152399.217405 + Penalty 3380.013277 = -149019.204128
  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 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41205.070000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41205.080000 sec): 3 clusters
  Score: Raw -30070.085950 + Penalty 2642.626580 = -27427.459370
  nChanged 16
		SP:Iteration 1F (41205.090000 sec): 3 clusters
  Score: Raw -30156.959220 + Penalty 2642.626580 = -27514.332640
  nChanged 6
		SP:Iteration 2Q (41205.100000 sec): 3 clusters
  Score: Raw -30176.980685 + Penalty 2642.626580 = -27534.354105
  nChanged 1
		SP:Iteration 3Q (41205.100000 sec): 3 clusters
  Score: Raw -30179.215437 + Penalty 2642.626580 = -27536.588857
  nChanged 0
		SP:Iteration 4F (41205.110000 sec): 3 clusters
  Score: Raw -30179.215437 + Penalty 2642.626580 = -27536.588857
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41205.150000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41205.170000 sec): 3 clusters
  Score: Raw -108836.929964 + Penalty 3222.400395 = -105614.529568
  nChanged 164
		SP:Iteration 1F (41205.200000 sec): 3 clusters
  Score: Raw -109131.512754 + Penalty 3222.400395 = -105909.112359
  nChanged 36
		SP:Iteration 2F (41205.220000 sec): 3 clusters
  Score: Raw -109180.783344 + Penalty 3222.400395 = -105958.382949
  nChanged 18
		SP:Iteration 3Q (41205.240000 sec): 3 clusters
  Score: Raw -109211.184210 + Penalty 3222.400395 = -105988.783815
  nChanged 10
		SP:Iteration 4Q (41205.270000 sec): 3 clusters
  Score: Raw -109226.098759 + Penalty 3222.400395 = -106003.698364
  nChanged 3
		SP:Iteration 5Q (41205.290000 sec): 3 clusters
  Score: Raw -109228.742717 + Penalty 3222.400395 = -106006.342322
  nChanged 4
		SP:Iteration 6Q (41205.310000 sec): 3 clusters
  Score: Raw -109234.002530 + Penalty 3222.400395 = -106011.602135
  nChanged 2
		SP:Iteration 7Q (41205.340000 sec): 3 clusters
  Score: Raw -109236.762509 + Penalty 3222.400395 = -106014.362114
  nChanged 1
		SP:Iteration 8Q (41205.360000 sec): 3 clusters
  Score: Raw -109237.982408 + Penalty 3222.400395 = -106015.582012
  nChanged 1
		SP:Iteration 9Q (41205.380000 sec): 3 clusters
  Score: Raw -109239.538980 + Penalty 3222.400395 = -106017.138585
  nChanged 0
		SP:Iteration 10F (41205.410000 sec): 3 clusters
  Score: Raw -109239.538980 + Penalty 3222.400395 = -106017.138585
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41205.450000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41205.480000 sec): 3 clusters
  Score: Raw -162619.547271 + Penalty 3409.602454 = -159209.944817
  nChanged 240
		SP:Iteration 1F (41205.510000 sec): 3 clusters
  Score: Raw -162893.300774 + Penalty 3409.602454 = -159483.698320
  nChanged 63
		SP:Iteration 2F (41205.540000 sec): 3 clusters
  Score: Raw -162986.340386 + Penalty 3409.602454 = -159576.737932
  nChanged 35
		SP:Iteration 3Q (41205.580000 sec): 3 clusters
  Score: Raw -163035.800072 + Penalty 3409.602454 = -159626.197618
  nChanged 20
		SP:Iteration 4Q (41205.600000 sec): 3 clusters
  Score: Raw -163074.265893 + Penalty 3409.602454 = -159664.663439
  nChanged 23
		SP:Iteration 5Q (41205.640000 sec): 3 clusters
  Score: Raw -163123.454932 + Penalty 3409.602454 = -159713.852479
  nChanged 24
		SP:Iteration 6Q (41205.670000 sec): 3 clusters
  Score: Raw -163159.155073 + Penalty 3409.602454 = -159749.552619
  nChanged 16
		SP:Iteration 7Q (41205.700000 sec): 3 clusters
  Score: Raw -163181.460449 + Penalty 3409.602454 = -159771.857995
  nChanged 12
		SP:Iteration 8Q (41205.730000 sec): 3 clusters
  Score: Raw -163192.379111 + Penalty 3409.602454 = -159782.776657
  nChanged 9
		SP:Iteration 9Q (41205.760000 sec): 3 clusters
  Score: Raw -163202.766394 + Penalty 3409.602454 = -159793.163940
  nChanged 8
		SP:Iteration 10Q (41205.800000 sec): 3 clusters
  Score: Raw -163216.421269 + Penalty 3409.602454 = -159806.818816
  nChanged 4
		SP:Iteration 11Q (41205.830000 sec): 3 clusters
  Score: Raw -163223.828758 + Penalty 3409.602454 = -159814.226304
  nChanged 5
		SP:Iteration 12Q (41205.860000 sec): 3 clusters
  Score: Raw -163231.702907 + Penalty 3409.602454 = -159822.100453
  nChanged 5
		SP:Iteration 13Q (41205.890000 sec): 3 clusters
  Score: Raw -163241.862907 + Penalty 3409.602454 = -159832.260454
  nChanged 2
		SP:Iteration 14Q (41205.920000 sec): 3 clusters
  Score: Raw -163246.496807 + Penalty 3409.602454 = -159836.894353
  nChanged 2
		SP:Iteration 15Q (41205.950000 sec): 3 clusters
  Score: Raw -163251.680204 + Penalty 3409.602454 = -159842.077750
  nChanged 3
		SP:Iteration 16Q (41205.980000 sec): 3 clusters
  Score: Raw -163255.979123 + Penalty 3409.602454 = -159846.376670
  nChanged 3
		SP:Iteration 17Q (41206.020000 sec): 3 clusters
  Score: Raw -163258.387544 + Penalty 3409.602454 = -159848.785091
  nChanged 1
		SP:Iteration 18Q (41206.050000 sec): 3 clusters
  Score: Raw -163260.157301 + Penalty 3409.602454 = -159850.554847
  nChanged 2
		SP:Iteration 19Q (41206.080000 sec): 3 clusters
  Score: Raw -163263.856545 + Penalty 3409.602454 = -159854.254091
  nChanged 1
		SP:Iteration 20F (41206.110000 sec): 3 clusters
  Score: Raw -163264.543716 + Penalty 3409.602454 = -159854.941262
  nChanged 1
		SP:Iteration 21Q (41206.140000 sec): 3 clusters
  Score: Raw -163266.446712 + Penalty 3409.602454 = -159856.844258
  nChanged 0
		SP:Iteration 22F (41206.170000 sec): 3 clusters
  Score: Raw -163266.446712 + Penalty 3409.602454 = -159856.844258
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41206.200000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41206.230000 sec): 3 clusters
  Score: Raw -76351.849928 + Penalty 3063.230166 = -73288.619762
  nChanged 75
		SP:Iteration 1F (41206.250000 sec): 3 clusters
  Score: Raw -76530.569235 + Penalty 3063.230166 = -73467.339069
  nChanged 28
		SP:Iteration 2F (41206.270000 sec): 3 clusters
  Score: Raw -76604.583205 + Penalty 3063.230166 = -73541.353039
  nChanged 15
		SP:Iteration 3Q (41206.300000 sec): 3 clusters
  Score: Raw -76650.361167 + Penalty 3063.230166 = -73587.131001
  nChanged 11
		SP:Iteration 4Q (41206.320000 sec): 3 clusters
  Score: Raw -76682.587501 + Penalty 3063.230166 = -73619.357335
  nChanged 10
		SP:Iteration 5Q (41206.340000 sec): 3 clusters
  Score: Raw -76721.813482 + Penalty 3063.230166 = -73658.583316
  nChanged 10
		SP:Iteration 6Q (41206.360000 sec): 3 clusters
  Score: Raw -76766.714741 + Penalty 3063.230166 = -73703.484575
  nChanged 10
		SP:Iteration 7Q (41206.390000 sec): 3 clusters
  Score: Raw -76801.432302 + Penalty 3063.230166 = -73738.202136
  nChanged 7
		SP:Iteration 8Q (41206.410000 sec): 3 clusters
  Score: Raw -76823.913263 + Penalty 3063.230166 = -73760.683097
  nChanged 10
		SP:Iteration 9Q (41206.430000 sec): 3 clusters
  Score: Raw -76849.129295 + Penalty 3063.230166 = -73785.899129
  nChanged 3
		SP:Iteration 10Q (41206.460000 sec): 3 clusters
  Score: Raw -76862.293116 + Penalty 3063.230166 = -73799.062950
  nChanged 3
		SP:Iteration 11Q (41206.480000 sec): 3 clusters
  Score: Raw -76873.426097 + Penalty 3063.230166 = -73810.195931
  nChanged 2
		SP:Iteration 12Q (41206.500000 sec): 3 clusters
  Score: Raw -76880.636517 + Penalty 3063.230166 = -73817.406351
  nChanged 2
		SP:Iteration 13Q (41206.520000 sec): 3 clusters
  Score: Raw -76888.170573 + Penalty 3063.230166 = -73824.940407
  nChanged 0
		SP:Iteration 14F (41206.550000 sec): 3 clusters
  Score: Raw -76888.170573 + Penalty 3063.230166 = -73824.940407
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41206.570000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41206.580000 sec): 3 clusters
  Score: Raw -38343.215257 + Penalty 2736.656637 = -35606.558621
  nChanged 24
		SP:Iteration 1F (41206.590000 sec): 3 clusters
  Score: Raw -38427.202435 + Penalty 2736.656637 = -35690.545798
  nChanged 6
		SP:Iteration 2Q (41206.600000 sec): 3 clusters
  Score: Raw -38463.011723 + Penalty 2736.656637 = -35726.355086
  nChanged 3
		SP:Iteration 3Q (41206.600000 sec): 3 clusters
  Score: Raw -38482.020664 + Penalty 2736.656637 = -35745.364027
  nChanged 2
		SP:Iteration 4Q (41206.610000 sec): 3 clusters
  Score: Raw -38493.728761 + Penalty 2736.656637 = -35757.072124
  nChanged 0
		SP:Iteration 5F (41206.620000 sec): 3 clusters
  Score: Raw -38493.728761 + Penalty 2736.656637 = -35757.072124
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41206.640000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41206.650000 sec): 3 clusters
  Score: Raw -39882.959987 + Penalty 2769.414169 = -37113.545817
  nChanged 33
		SP:Iteration 1F (41206.660000 sec): 3 clusters
  Score: Raw -40009.412673 + Penalty 2769.414169 = -37239.998504
  nChanged 9
		SP:Iteration 2Q (41206.660000 sec): 3 clusters
  Score: Raw -40047.096684 + Penalty 2769.414169 = -37277.682514
  nChanged 2
		SP:Iteration 3Q (41206.670000 sec): 3 clusters
  Score: Raw -40053.642858 + Penalty 2769.414169 = -37284.228689
  nChanged 0
		SP:Iteration 4F (41206.680000 sec): 3 clusters
  Score: Raw -40053.642858 + Penalty 2769.414169 = -37284.228689
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41206.750000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41206.810000 sec): 3 clusters
  Score: Raw -404337.609788 + Penalty 3868.880883 = -400468.728905
  nChanged 839
		SP:Iteration 1F (41206.880000 sec): 3 clusters
  Score: Raw -404966.691139 + Penalty 3868.880883 = -401097.810256
  nChanged 207
		SP:Iteration 2F (41206.930000 sec): 3 clusters
  Score: Raw -405166.934028 + Penalty 3868.880883 = -401298.053145
  nChanged 150
		SP:Iteration 3F (41206.990000 sec): 3 clusters
  Score: Raw -405327.405902 + Penalty 3868.880883 = -401458.525019
  nChanged 124
		SP:Iteration 4F (41207.050000 sec): 3 clusters
  Score: Raw -405446.685783 + Penalty 3868.880883 = -401577.804900
  nChanged 83
		SP:Iteration 5Q (41207.110000 sec): 3 clusters
  Score: Raw -405536.082969 + Penalty 3868.880883 = -401667.202086
  nChanged 82
		SP:Iteration 6Q (41207.170000 sec): 3 clusters
  Score: Raw -405615.841925 + Penalty 3868.880883 = -401746.961042
  nChanged 67
		SP:Iteration 7Q (41207.230000 sec): 3 clusters
  Score: Raw -405684.040318 + Penalty 3868.880883 = -401815.159435
  nChanged 61
		SP:Iteration 8Q (41207.290000 sec): 3 clusters
  Score: Raw -405731.439556 + Penalty 3868.880883 = -401862.558673
  nChanged 56
		SP:Iteration 9Q (41207.350000 sec): 3 clusters
  Score: Raw -405772.455979 + Penalty 3868.880883 = -401903.575096
  nChanged 41
		SP:Iteration 10Q (41207.410000 sec): 3 clusters
  Score: Raw -405808.056013 + Penalty 3868.880883 = -401939.175130
  nChanged 38
		SP:Iteration 11Q (41207.460000 sec): 3 clusters
  Score: Raw -405842.228415 + Penalty 3868.880883 = -401973.347532
  nChanged 38
		SP:Iteration 12Q (41207.520000 sec): 3 clusters
  Score: Raw -405868.956661 + Penalty 3868.880883 = -402000.075778
  nChanged 37
		SP:Iteration 13Q (41207.580000 sec): 3 clusters
  Score: Raw -405896.897409 + Penalty 3868.880883 = -402028.016526
  nChanged 25
		SP:Iteration 14Q (41207.640000 sec): 3 clusters
  Score: Raw -405911.951957 + Penalty 3868.880883 = -402043.071074
  nChanged 23
		SP:Iteration 15Q (41207.700000 sec): 3 clusters
  Score: Raw -405927.174352 + Penalty 3868.880883 = -402058.293469
  nChanged 17
		SP:Iteration 16Q (41207.760000 sec): 3 clusters
  Score: Raw -405938.924167 + Penalty 3868.880883 = -402070.043284
  nChanged 13
		SP:Iteration 17Q (41207.820000 sec): 3 clusters
  Score: Raw -405946.776851 + Penalty 3868.880883 = -402077.895968
  nChanged 9
		SP:Iteration 18Q (41207.880000 sec): 3 clusters
  Score: Raw -405953.159003 + Penalty 3868.880883 = -402084.278120
  nChanged 6
		SP:Iteration 19Q (41207.940000 sec): 3 clusters
  Score: Raw -405958.483985 + Penalty 3868.880883 = -402089.603102
  nChanged 5
		SP:Iteration 20F (41208.000000 sec): 3 clusters
  Score: Raw -405960.849418 + Penalty 3868.880883 = -402091.968535
  nChanged 2
		SP:Iteration 21Q (41208.060000 sec): 3 clusters
  Score: Raw -405961.946758 + Penalty 3868.880883 = -402093.065875
  nChanged 3
		SP:Iteration 22Q (41208.120000 sec): 3 clusters
  Score: Raw -405963.067953 + Penalty 3868.880883 = -402094.187070
  nChanged 0
		SP:Iteration 23F (41208.180000 sec): 3 clusters
  Score: Raw -405963.067953 + Penalty 3868.880883 = -402094.187070
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41208.210000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41208.240000 sec): 3 clusters
  Score: Raw -77887.296321 + Penalty 3054.911313 = -74832.385008
  nChanged 66
		SP:Iteration 1F (41208.260000 sec): 3 clusters
  Score: Raw -78058.818169 + Penalty 3054.911313 = -75003.906857
  nChanged 26
		SP:Iteration 2F (41208.280000 sec): 3 clusters
  Score: Raw -78148.044213 + Penalty 3054.911313 = -75093.132900
  nChanged 16
		SP:Iteration 3Q (41208.300000 sec): 3 clusters
  Score: Raw -78198.467050 + Penalty 3054.911313 = -75143.555738
  nChanged 15
		SP:Iteration 4Q (41208.330000 sec): 3 clusters
  Score: Raw -78234.748124 + Penalty 3054.911313 = -75179.836811
  nChanged 5
		SP:Iteration 5Q (41208.350000 sec): 3 clusters
  Score: Raw -78245.393386 + Penalty 3054.911313 = -75190.482073
  nChanged 3
		SP:Iteration 6Q (41208.370000 sec): 3 clusters
  Score: Raw -78250.861252 + Penalty 3054.911313 = -75195.949939
  nChanged 1
		SP:Iteration 7Q (41208.400000 sec): 3 clusters
  Score: Raw -78253.879101 + Penalty 3054.911313 = -75198.967788
  nChanged 2
		SP:Iteration 8Q (41208.420000 sec): 3 clusters
  Score: Raw -78259.078687 + Penalty 3054.911313 = -75204.167374
  nChanged 2
		SP:Iteration 9Q (41208.440000 sec): 3 clusters
  Score: Raw -78266.596417 + Penalty 3054.911313 = -75211.685105
  nChanged 3
		SP:Iteration 10Q (41208.460000 sec): 3 clusters
  Score: Raw -78273.316449 + Penalty 3054.911313 = -75218.405137
  nChanged 1
		SP:Iteration 11Q (41208.480000 sec): 3 clusters
  Score: Raw -78274.507431 + Penalty 3054.911313 = -75219.596118
  nChanged 0
		SP:Iteration 12F (41208.510000 sec): 3 clusters
  Score: Raw -78274.507431 + Penalty 3054.911313 = -75219.596118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41208.630000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41208.820000 sec): 3 clusters
  Score: Raw -649281.347731 + Penalty 4072.626108 = -645208.721624
  nChanged 1335
		SP:Iteration 1F (41209.000000 sec): 3 clusters
  Score: Raw -650214.761699 + Penalty 4072.626108 = -646142.135591
  nChanged 294
		SP:Iteration 2F (41209.180000 sec): 3 clusters
  Score: Raw -650482.077264 + Penalty 4072.626108 = -646409.451156
  nChanged 234
		SP:Iteration 3F (41209.350000 sec): 3 clusters
  Score: Raw -650682.688581 + Penalty 4072.626108 = -646610.062473
  nChanged 194
		SP:Iteration 4F (41209.520000 sec): 3 clusters
  Score: Raw -650865.184204 + Penalty 4072.626108 = -646792.558097
  nChanged 157
		SP:Iteration 5Q (41209.700000 sec): 3 clusters
  Score: Raw -650997.267715 + Penalty 4072.626108 = -646924.641608
  nChanged 142
		SP:Iteration 6Q (41209.880000 sec): 3 clusters
  Score: Raw -651116.489261 + Penalty 4072.626108 = -647043.863153
  nChanged 131
		SP:Iteration 7Q (41210.050000 sec): 3 clusters
  Score: Raw -651231.763601 + Penalty 4072.626108 = -647159.137494
  nChanged 115
		SP:Iteration 8Q (41210.240000 sec): 3 clusters
  Score: Raw -651315.886138 + Penalty 4072.626108 = -647243.260030
  nChanged 75
		SP:Iteration 9Q (41210.420000 sec): 3 clusters
  Score: Raw -651366.687356 + Penalty 4072.626108 = -647294.061249
  nChanged 66
		SP:Iteration 10Q (41210.600000 sec): 3 clusters
  Score: Raw -651407.501471 + Penalty 4072.626108 = -647334.875363
  nChanged 50
		SP:Iteration 11Q (41210.770000 sec): 3 clusters
  Score: Raw -651439.400380 + Penalty 4072.626108 = -647366.774272
  nChanged 46
		SP:Iteration 12Q (41210.940000 sec): 3 clusters
  Score: Raw -651460.310442 + Penalty 4072.626108 = -647387.684334
  nChanged 27
		SP:Iteration 13Q (41211.120000 sec): 3 clusters
  Score: Raw -651475.930439 + Penalty 4072.626108 = -647403.304332
  nChanged 30
		SP:Iteration 14Q (41211.300000 sec): 3 clusters
  Score: Raw -651489.013614 + Penalty 4072.626108 = -647416.387506
  nChanged 19
		SP:Iteration 15Q (41211.520000 sec): 3 clusters
  Score: Raw -651499.113410 + Penalty 4072.626108 = -647426.487303
  nChanged 10
		SP:Iteration 16Q (41211.700000 sec): 3 clusters
  Score: Raw -651503.399165 + Penalty 4072.626108 = -647430.773057
  nChanged 13
		SP:Iteration 17Q (41211.880000 sec): 3 clusters
  Score: Raw -651509.049577 + Penalty 4072.626108 = -647436.423469
  nChanged 9
		SP:Iteration 18Q (41212.030000 sec): 3 clusters
  Score: Raw -651511.829255 + Penalty 4072.626108 = -647439.203148
  nChanged 1
		SP:Iteration 19Q (41212.200000 sec): 3 clusters
  Score: Raw -651512.323991 + Penalty 4072.626108 = -647439.697883
  nChanged 2
		SP:Iteration 20F (41212.380000 sec): 3 clusters
  Score: Raw -651512.969828 + Penalty 4072.626108 = -647440.343720
  nChanged 1
		SP:Iteration 21Q (41212.560000 sec): 3 clusters
  Score: Raw -651513.223451 + Penalty 4072.626108 = -647440.597343
  nChanged 0
		SP:Iteration 22F (41212.730000 sec): 3 clusters
  Score: Raw -651513.223451 + Penalty 4072.626108 = -647440.597343
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41212.810000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41212.990000 sec): 3 clusters
  Score: Raw -191474.017292 + Penalty 3494.272938 = -187979.744354
  nChanged 296
		SP:Iteration 1F (41213.160000 sec): 3 clusters
  Score: Raw -191784.811670 + Penalty 3494.272938 = -188290.538732
  nChanged 80
		SP:Iteration 2F (41213.340000 sec): 3 clusters
  Score: Raw -191874.042295 + Penalty 3494.272938 = -188379.769357
  nChanged 40
		SP:Iteration 3Q (41213.520000 sec): 3 clusters
  Score: Raw -191934.184137 + Penalty 3494.272938 = -188439.911199
  nChanged 42
		SP:Iteration 4Q (41213.690000 sec): 3 clusters
  Score: Raw -191981.992981 + Penalty 3494.272938 = -188487.720043
  nChanged 22
		SP:Iteration 5Q (41213.870000 sec): 3 clusters
  Score: Raw -192003.642042 + Penalty 3494.272938 = -188509.369104
  nChanged 11
		SP:Iteration 6Q (41214.040000 sec): 3 clusters
  Score: Raw -192016.140971 + Penalty 3494.272938 = -188521.868033
  nChanged 10
		SP:Iteration 7Q (41214.220000 sec): 3 clusters
  Score: Raw -192027.064802 + Penalty 3494.272938 = -188532.791864
  nChanged 9
		SP:Iteration 8Q (41214.400000 sec): 3 clusters
  Score: Raw -192037.726205 + Penalty 3494.272938 = -188543.453267
  nChanged 10
		SP:Iteration 9Q (41214.570000 sec): 3 clusters
  Score: Raw -192057.015891 + Penalty 3494.272938 = -188562.742953
  nChanged 16
		SP:Iteration 10Q (41214.750000 sec): 3 clusters
  Score: Raw -192086.280113 + Penalty 3494.272938 = -188592.007175
  nChanged 18
		SP:Iteration 11Q (41214.920000 sec): 3 clusters
  Score: Raw -192117.190247 + Penalty 3494.272938 = -188622.917308
  nChanged 16
		SP:Iteration 12Q (41215.100000 sec): 3 clusters
  Score: Raw -192143.688867 + Penalty 3494.272938 = -188649.415929
  nChanged 19
		SP:Iteration 13Q (41215.280000 sec): 3 clusters
  Score: Raw -192174.437070 + Penalty 3494.272938 = -188680.164132
  nChanged 25
		SP:Iteration 14Q (41215.450000 sec): 3 clusters
  Score: Raw -192214.816873 + Penalty 3494.272938 = -188720.543935
  nChanged 25
		SP:Iteration 15Q (41215.630000 sec): 3 clusters
  Score: Raw -192252.025669 + Penalty 3494.272938 = -188757.752731
  nChanged 16
		SP:Iteration 16Q (41215.800000 sec): 3 clusters
  Score: Raw -192274.332783 + Penalty 3494.272938 = -188780.059845
  nChanged 11
		SP:Iteration 17Q (41215.980000 sec): 3 clusters
  Score: Raw -192292.516285 + Penalty 3494.272938 = -188798.243347
  nChanged 16
		SP:Iteration 18Q (41216.160000 sec): 3 clusters
  Score: Raw -192313.111531 + Penalty 3494.272938 = -188818.838592
  nChanged 8
		SP:Iteration 19Q (41216.330000 sec): 3 clusters
  Score: Raw -192321.651179 + Penalty 3494.272938 = -188827.378241
  nChanged 6
		SP:Iteration 20F (41216.500000 sec): 3 clusters
  Score: Raw -192327.989408 + Penalty 3494.272938 = -188833.716470
  nChanged 6
		SP:Iteration 21Q (41216.680000 sec): 3 clusters
  Score: Raw -192334.055708 + Penalty 3494.272938 = -188839.782770
  nChanged 5
		SP:Iteration 22Q (41216.860000 sec): 3 clusters
  Score: Raw -192340.093062 + Penalty 3494.272938 = -188845.820124
  nChanged 4
		SP:Iteration 23Q (41217.030000 sec): 3 clusters
  Score: Raw -192344.024172 + Penalty 3494.272938 = -188849.751234
  nChanged 3
		SP:Iteration 24Q (41217.210000 sec): 3 clusters
  Score: Raw -192346.813370 + Penalty 3494.272938 = -188852.540432
  nChanged 1
		SP:Iteration 25Q (41217.380000 sec): 3 clusters
  Score: Raw -192347.316998 + Penalty 3494.272938 = -188853.044060
  nChanged 1
		SP:Iteration 26Q (41217.560000 sec): 3 clusters
  Score: Raw -192348.403107 + Penalty 3494.272938 = -188854.130169
  nChanged 1
		SP:Iteration 27Q (41217.740000 sec): 3 clusters
  Score: Raw -192348.932147 + Penalty 3494.272938 = -188854.659209
  nChanged 0
		SP:Iteration 28F (41217.910000 sec): 3 clusters
  Score: Raw -192348.932147 + Penalty 3494.272938 = -188854.659209
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41218.000000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41218.180000 sec): 3 clusters
  Score: Raw -21019.268419 + Penalty 2458.090221 = -18561.178198
  nChanged 10
		SP:Iteration 1F (41218.350000 sec): 3 clusters
  Score: Raw -21087.761611 + Penalty 2458.090221 = -18629.671391
  nChanged 2
		SP:Iteration 2Q (41218.530000 sec): 3 clusters
  Score: Raw -21101.466366 + Penalty 2458.090221 = -18643.376145
  nChanged 1
		SP:Iteration 3Q (41218.700000 sec): 3 clusters
  Score: Raw -21105.560431 + Penalty 2458.090221 = -18647.470210
  nChanged 0
		SP:Iteration 4F (41218.880000 sec): 3 clusters
  Score: Raw -21105.560431 + Penalty 2458.090221 = -18647.470210
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41218.970000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41219.140000 sec): 3 clusters
  Score: Raw -52786.327238 + Penalty 2857.977486 = -49928.349753
  nChanged 30
		SP:Iteration 1F (41219.320000 sec): 3 clusters
  Score: Raw -52879.343505 + Penalty 2857.977486 = -50021.366019
  nChanged 9
		SP:Iteration 2Q (41219.500000 sec): 3 clusters
  Score: Raw -52916.361758 + Penalty 2857.977486 = -50058.384273
  nChanged 6
		SP:Iteration 3Q (41219.670000 sec): 3 clusters
  Score: Raw -52936.451606 + Penalty 2857.977486 = -50078.474120
  nChanged 2
		SP:Iteration 4Q (41219.850000 sec): 3 clusters
  Score: Raw -52947.546545 + Penalty 2857.977486 = -50089.569059
  nChanged 1
		SP:Iteration 5Q (41220.020000 sec): 3 clusters
  Score: Raw -52950.665692 + Penalty 2857.977486 = -50092.688206
  nChanged 0
		SP:Iteration 6F (41220.200000 sec): 3 clusters
  Score: Raw -52950.665692 + Penalty 2857.977486 = -50092.688206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41220.290000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41220.460000 sec): 3 clusters
  Score: Raw -68471.344382 + Penalty 3139.541569 = -65331.802813
  nChanged 132
		SP:Iteration 1F (41220.640000 sec): 3 clusters
  Score: Raw -68722.856828 + Penalty 3139.541569 = -65583.315259
  nChanged 33
		SP:Iteration 2F (41220.820000 sec): 3 clusters
  Score: Raw -68835.853567 + Penalty 3139.541569 = -65696.311997
  nChanged 36
		SP:Iteration 3F (41220.990000 sec): 3 clusters
  Score: Raw -68939.208834 + Penalty 3139.541569 = -65799.667265
  nChanged 35
		SP:Iteration 4F (41221.170000 sec): 3 clusters
  Score: Raw -69070.580636 + Penalty 3139.541569 = -65931.039067
  nChanged 27
		SP:Iteration 5Q (41221.340000 sec): 3 clusters
  Score: Raw -69204.012707 + Penalty 3139.541569 = -66064.471138
  nChanged 21
		SP:Iteration 6Q (41221.520000 sec): 3 clusters
  Score: Raw -69304.428567 + Penalty 3139.541569 = -66164.886998
  nChanged 12
		SP:Iteration 7Q (41221.700000 sec): 3 clusters
  Score: Raw -69350.501853 + Penalty 3139.541569 = -66210.960284
  nChanged 4
		SP:Iteration 8Q (41221.870000 sec): 3 clusters
  Score: Raw -69371.016071 + Penalty 3139.541569 = -66231.474502
  nChanged 2
		SP:Iteration 9Q (41222.050000 sec): 3 clusters
  Score: Raw -69374.960356 + Penalty 3139.541569 = -66235.418787
  nChanged 1
		SP:Iteration 10Q (41222.220000 sec): 3 clusters
  Score: Raw -69379.485669 + Penalty 3139.541569 = -66239.944100
  nChanged 1
		SP:Iteration 11Q (41222.400000 sec): 3 clusters
  Score: Raw -69381.181381 + Penalty 3139.541569 = -66241.639812
  nChanged 0
		SP:Iteration 12F (41222.580000 sec): 3 clusters
  Score: Raw -69381.181381 + Penalty 3139.541569 = -66241.639812
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41222.660000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41222.840000 sec): 3 clusters
  Score: Raw -23125.323438 + Penalty 2471.868884 = -20653.454554
  nChanged 3
		SP:Iteration 1Q (41223.010000 sec): 3 clusters
  Score: Raw -23136.940115 + Penalty 2471.868884 = -20665.071230
  nChanged 0
		SP:Iteration 2F (41223.190000 sec): 3 clusters
  Score: Raw -23136.940115 + Penalty 2471.868884 = -20665.071230
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41223.240000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41223.250000 sec): 3 clusters
  Score: Raw -95132.747013 + Penalty 3167.892142 = -91964.854871
  nChanged 119
		SP:Iteration 1F (41223.270000 sec): 3 clusters
  Score: Raw -95491.129460 + Penalty 3167.892142 = -92323.237317
  nChanged 45
		SP:Iteration 2F (41223.280000 sec): 3 clusters
  Score: Raw -95659.360728 + Penalty 3167.892142 = -92491.468586
  nChanged 43
		SP:Iteration 3F (41223.310000 sec): 3 clusters
  Score: Raw -95769.327964 + Penalty 3167.892142 = -92601.435821
  nChanged 13
		SP:Iteration 4Q (41223.330000 sec): 3 clusters
  Score: Raw -95799.922669 + Penalty 3167.892142 = -92632.030527
  nChanged 10
		SP:Iteration 5Q (41223.360000 sec): 3 clusters
  Score: Raw -95825.043713 + Penalty 3167.892142 = -92657.151571
  nChanged 11
		SP:Iteration 6Q (41223.380000 sec): 3 clusters
  Score: Raw -95851.400284 + Penalty 3167.892142 = -92683.508142
  nChanged 5
		SP:Iteration 7Q (41223.400000 sec): 3 clusters
  Score: Raw -95860.899910 + Penalty 3167.892142 = -92693.007767
  nChanged 2
		SP:Iteration 8Q (41223.420000 sec): 3 clusters
  Score: Raw -95864.172591 + Penalty 3167.892142 = -92696.280449
  nChanged 4
		SP:Iteration 9Q (41223.450000 sec): 3 clusters
  Score: Raw -95875.721982 + Penalty 3167.892142 = -92707.829839
  nChanged 3
		SP:Iteration 10Q (41223.470000 sec): 3 clusters
  Score: Raw -95881.158785 + Penalty 3167.892142 = -92713.266643
  nChanged 5
		SP:Iteration 11Q (41223.500000 sec): 3 clusters
  Score: Raw -95893.643098 + Penalty 3167.892142 = -92725.750956
  nChanged 2
		SP:Iteration 12Q (41223.520000 sec): 3 clusters
  Score: Raw -95900.849353 + Penalty 3167.892142 = -92732.957211
  nChanged 5
		SP:Iteration 13Q (41223.540000 sec): 3 clusters
  Score: Raw -95912.673179 + Penalty 3167.892142 = -92744.781036
  nChanged 3
		SP:Iteration 14Q (41223.560000 sec): 3 clusters
  Score: Raw -95918.911286 + Penalty 3167.892142 = -92751.019144
  nChanged 1
		SP:Iteration 15Q (41223.590000 sec): 3 clusters
  Score: Raw -95921.615391 + Penalty 3167.892142 = -92753.723249
  nChanged 0
		SP:Iteration 16F (41223.610000 sec): 3 clusters
  Score: Raw -95921.615391 + Penalty 3167.892142 = -92753.723249
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41223.640000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41223.640000 sec): 3 clusters
  Score: Raw -43850.061668 + Penalty 2789.512683 = -41060.548985
  nChanged 33
		SP:Iteration 1F (41223.650000 sec): 3 clusters
  Score: Raw -43929.577498 + Penalty 2789.512683 = -41140.064815
  nChanged 13
		SP:Iteration 2Q (41223.660000 sec): 3 clusters
  Score: Raw -43979.357806 + Penalty 2789.512683 = -41189.845123
  nChanged 10
		SP:Iteration 3Q (41223.670000 sec): 3 clusters
  Score: Raw -44016.114606 + Penalty 2789.512683 = -41226.601923
  nChanged 2
		SP:Iteration 4Q (41223.680000 sec): 3 clusters
  Score: Raw -44024.817200 + Penalty 2789.512683 = -41235.304517
  nChanged 1
		SP:Iteration 5Q (41223.680000 sec): 3 clusters
  Score: Raw -44025.547944 + Penalty 2789.512683 = -41236.035261
  nChanged 2
		SP:Iteration 6Q (41223.690000 sec): 3 clusters
  Score: Raw -44029.838439 + Penalty 2789.512683 = -41240.325756
  nChanged 2
		SP:Iteration 7Q (41223.700000 sec): 3 clusters
  Score: Raw -44033.114259 + Penalty 2789.512683 = -41243.601576
  nChanged 3
		SP:Iteration 8Q (41223.710000 sec): 3 clusters
  Score: Raw -44041.936887 + Penalty 2789.512683 = -41252.424204
  nChanged 2
		SP:Iteration 9Q (41223.720000 sec): 3 clusters
  Score: Raw -44046.805109 + Penalty 2789.512683 = -41257.292426
  nChanged 6
		SP:Iteration 10Q (41223.720000 sec): 3 clusters
  Score: Raw -44063.895820 + Penalty 2789.512683 = -41274.383137
  nChanged 5
		SP:Iteration 11Q (41223.730000 sec): 3 clusters
  Score: Raw -44080.858799 + Penalty 2789.512683 = -41291.346116
  nChanged 4
		SP:Iteration 12Q (41223.740000 sec): 3 clusters
  Score: Raw -44115.863644 + Penalty 2789.512683 = -41326.350961
  nChanged 1
		SP:Iteration 13Q (41223.750000 sec): 3 clusters
  Score: Raw -44119.236175 + Penalty 2789.512683 = -41329.723492
  nChanged 0
		SP:Iteration 14F (41223.760000 sec): 3 clusters
  Score: Raw -44123.534928 + Penalty 2789.512683 = -41334.022245
  nChanged 1
		SP:Iteration 15Q (41223.760000 sec): 3 clusters
  Score: Raw -44140.902188 + Penalty 2789.512683 = -41351.389505
  nChanged 1
		SP:Iteration 16Q (41223.770000 sec): 3 clusters
  Score: Raw -44145.255718 + Penalty 2789.512683 = -41355.743035
  nChanged 2
		SP:Iteration 17Q (41223.780000 sec): 3 clusters
  Score: Raw -44171.320290 + Penalty 2789.512683 = -41381.807607
  nChanged 2
		SP:Iteration 18Q (41223.780000 sec): 3 clusters
  Score: Raw -44189.080191 + Penalty 2789.512683 = -41399.567508
  nChanged 1
		SP:Iteration 19Q (41223.790000 sec): 3 clusters
  Score: Raw -44195.653418 + Penalty 2789.512683 = -41406.140735
  nChanged 0
		SP:Iteration 20F (41223.800000 sec): 3 clusters
  Score: Raw -44195.653418 + Penalty 2789.512683 = -41406.140735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41223.850000 sec): 2 clusters
  Score: Raw -185766.631493 + Penalty 1747.136469 = -184019.495024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41223.880000 sec): 3 clusters
  Score: Raw -185437.388895 + Penalty 3494.272938 = -181943.115956
  nChanged 324
		SP:Iteration 1F (41223.910000 sec): 3 clusters
  Score: Raw -185819.194968 + Penalty 3494.272938 = -182324.922030
  nChanged 114
		SP:Iteration 2F (41223.950000 sec): 3 clusters
  Score: Raw -186038.422405 + Penalty 3494.272938 = -182544.149467
  nChanged 81
		SP:Iteration 3F (41223.980000 sec): 3 clusters
  Score: Raw -186171.296170 + Penalty 3494.272938 = -182677.023232
  nChanged 49
		SP:Iteration 4Q (41224.010000 sec): 3 clusters
  Score: Raw -186258.040713 + Penalty 3494.272938 = -182763.767775
  nChanged 47
		SP:Iteration 5Q (41224.040000 sec): 3 clusters
  Score: Raw -186338.410556 + Penalty 3494.272938 = -182844.137618
  nChanged 32
		SP:Iteration 6Q (41224.080000 sec): 3 clusters
  Score: Raw -186403.559247 + Penalty 3494.272938 = -182909.286309
  nChanged 35
		SP:Iteration 7Q (41224.110000 sec): 3 clusters
  Score: Raw -186452.598575 + Penalty 3494.272938 = -182958.325637
  nChanged 24
		SP:Iteration 8Q (41224.140000 sec): 3 clusters
  Score: Raw -186483.404008 + Penalty 3494.272938 = -182989.131070
  nChanged 19
		SP:Iteration 9Q (41224.180000 sec): 3 clusters
  Score: Raw -186509.028956 + Penalty 3494.272938 = -183014.756018
  nChanged 14
		SP:Iteration 10Q (41224.210000 sec): 3 clusters
  Score: Raw -186523.303158 + Penalty 3494.272938 = -183029.030220
  nChanged 5
		SP:Iteration 11Q (41224.240000 sec): 3 clusters
  Score: Raw -186531.626738 + Penalty 3494.272938 = -183037.353800
  nChanged 3
		SP:Iteration 12Q (41224.280000 sec): 3 clusters
  Score: Raw -186536.777508 + Penalty 3494.272938 = -183042.504570
  nChanged 1
		SP:Iteration 13Q (41224.310000 sec): 3 clusters
  Score: Raw -186539.422941 + Penalty 3494.272938 = -183045.150003
  nChanged 1
		SP:Iteration 14Q (41224.340000 sec): 3 clusters
  Score: Raw -186539.701356 + Penalty 3494.272938 = -183045.428418
  nChanged 0
		SP:Iteration 15F (41224.490000 sec): 3 clusters
  Score: Raw -186539.701356 + Penalty 3494.272938 = -183045.428418
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41224.560000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41224.710000 sec): 3 clusters
  Score: Raw -46451.004970 + Penalty 2908.361063 = -43542.643907
  nChanged 88
		SP:Iteration 1F (41224.880000 sec): 3 clusters
  Score: Raw -46808.575265 + Penalty 2908.361063 = -43900.214201
  nChanged 25
		SP:Iteration 2F (41225.060000 sec): 3 clusters
  Score: Raw -46986.013611 + Penalty 2908.361063 = -44077.652547
  nChanged 8
		SP:Iteration 3Q (41225.240000 sec): 3 clusters
  Score: Raw -47064.123951 + Penalty 2908.361063 = -44155.762888
  nChanged 2
		SP:Iteration 4Q (41225.410000 sec): 3 clusters
  Score: Raw -47081.667266 + Penalty 2908.361063 = -44173.306203
  nChanged 2
		SP:Iteration 5Q (41225.590000 sec): 3 clusters
  Score: Raw -47092.092267 + Penalty 2908.361063 = -44183.731204
  nChanged 1
		SP:Iteration 6Q (41225.760000 sec): 3 clusters
  Score: Raw -47094.948396 + Penalty 2908.361063 = -44186.587333
  nChanged 0
		SP:Iteration 7F (41225.940000 sec): 3 clusters
  Score: Raw -47094.948396 + Penalty 2908.361063 = -44186.587333
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41226.020000 sec): 2 clusters
  Score: Raw -85337.682918 + Penalty 1586.024876 = -83751.658041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41226.200000 sec): 3 clusters
  Score: Raw -85351.386223 + Penalty 3172.049753 = -82179.336471
  nChanged 137
		SP:Iteration 1F (41226.380000 sec): 3 clusters
  Score: Raw -85616.041749 + Penalty 3172.049753 = -82443.991996
  nChanged 45
		SP:Iteration 2F (41226.550000 sec): 3 clusters
  Score: Raw -85732.668129 + Penalty 3172.049753 = -82560.618376
  nChanged 28
		SP:Iteration 3Q (41226.730000 sec): 3 clusters
  Score: Raw -85793.699578 + Penalty 3172.049753 = -82621.649825
  nChanged 24
		SP:Iteration 4Q (41226.900000 sec): 3 clusters
  Score: Raw -85850.094388 + Penalty 3172.049753 = -82678.044635
  nChanged 24
		SP:Iteration 5Q (41227.080000 sec): 3 clusters
  Score: Raw -85900.566989 + Penalty 3172.049753 = -82728.517236
  nChanged 17
		SP:Iteration 6Q (41227.260000 sec): 3 clusters
  Score: Raw -85958.165233 + Penalty 3172.049753 = -82786.115480
  nChanged 15
		SP:Iteration 7Q (41227.430000 sec): 3 clusters
  Score: Raw -86015.127511 + Penalty 3172.049753 = -82843.077758
  nChanged 18
		SP:Iteration 8Q (41227.610000 sec): 3 clusters
  Score: Raw -86086.814625 + Penalty 3172.049753 = -82914.764873
  nChanged 9
		SP:Iteration 9Q (41227.780000 sec): 3 clusters
  Score: Raw -86122.708321 + Penalty 3172.049753 = -82950.658568
  nChanged 14
		SP:Iteration 10Q (41227.960000 sec): 3 clusters
  Score: Raw -86178.430028 + Penalty 3172.049753 = -83006.380275
  nChanged 8
		SP:Iteration 11Q (41228.140000 sec): 3 clusters
  Score: Raw -86223.712762 + Penalty 3172.049753 = -83051.663009
  nChanged 10
		SP:Iteration 12Q (41228.310000 sec): 3 clusters
  Score: Raw -86273.380190 + Penalty 3172.049753 = -83101.330437
  nChanged 8
		SP:Iteration 13Q (41228.490000 sec): 3 clusters
  Score: Raw -86293.386008 + Penalty 3172.049753 = -83121.336255
  nChanged 4
		SP:Iteration 14Q (41228.660000 sec): 3 clusters
  Score: Raw -86303.663749 + Penalty 3172.049753 = -83131.613996
  nChanged 5
		SP:Iteration 15Q (41228.840000 sec): 3 clusters
  Score: Raw -86322.083255 + Penalty 3172.049753 = -83150.033502
  nChanged 5
		SP:Iteration 16Q (41229.020000 sec): 3 clusters
  Score: Raw -86343.788999 + Penalty 3172.049753 = -83171.739246
  nChanged 9
		SP:Iteration 17Q (41229.190000 sec): 3 clusters
  Score: Raw -86379.973481 + Penalty 3172.049753 = -83207.923728
  nChanged 11
		SP:Iteration 18Q (41229.360000 sec): 3 clusters
  Score: Raw -86422.861039 + Penalty 3172.049753 = -83250.811286
  nChanged 9
		SP:Iteration 19Q (41229.540000 sec): 3 clusters
  Score: Raw -86445.568205 + Penalty 3172.049753 = -83273.518452
  nChanged 5
		SP:Iteration 20F (41229.720000 sec): 3 clusters
  Score: Raw -86472.432674 + Penalty 3172.049753 = -83300.382922
  nChanged 7
		SP:Iteration 21Q (41229.890000 sec): 3 clusters
  Score: Raw -86501.934038 + Penalty 3172.049753 = -83329.884286
  nChanged 4
		SP:Iteration 22Q (41230.070000 sec): 3 clusters
  Score: Raw -86542.451468 + Penalty 3172.049753 = -83370.401716
  nChanged 7
		SP:Iteration 23Q (41230.240000 sec): 3 clusters
  Score: Raw -86576.478369 + Penalty 3172.049753 = -83404.428616
  nChanged 7
		SP:Iteration 24Q (41230.450000 sec): 3 clusters
  Score: Raw -86598.008446 + Penalty 3172.049753 = -83425.958694
  nChanged 7
		SP:Iteration 25Q (41230.610000 sec): 3 clusters
  Score: Raw -86614.660019 + Penalty 3172.049753 = -83442.610266
  nChanged 2
		SP:Iteration 26Q (41230.760000 sec): 3 clusters
  Score: Raw -86617.977755 + Penalty 3172.049753 = -83445.928002
  nChanged 1
		SP:Iteration 27Q (41230.920000 sec): 3 clusters
  Score: Raw -86619.700913 + Penalty 3172.049753 = -83447.651160
  nChanged 1
		SP:Iteration 28Q (41231.080000 sec): 3 clusters
  Score: Raw -86623.022758 + Penalty 3172.049753 = -83450.973005
  nChanged 2
		SP:Iteration 29Q (41231.240000 sec): 3 clusters
  Score: Raw -86629.877039 + Penalty 3172.049753 = -83457.827286
  nChanged 1
		SP:Iteration 30Q (41231.400000 sec): 3 clusters
  Score: Raw -86631.163832 + Penalty 3172.049753 = -83459.114079
  nChanged 0
		SP:Iteration 31F (41231.520000 sec): 3 clusters
  Score: Raw -86631.163832 + Penalty 3172.049753 = -83459.114079
  nChanged 0
Deleting Class 41 (403 points): Lose 2924.368236 but Gain 3262.464713
Iteration 510F (41347.890000 sec): 60 clusters
  Score: Raw -91407975.643768 + Penalty 192485.418085 = -91215490.225683
  nChanged 371
Iteration 511F (41462.910000 sec): 60 clusters
  Score: Raw -91408920.514013 + Penalty 192485.418085 = -91216435.095928
  nChanged 22
Iteration 512Q (41542.160000 sec): 60 clusters
  Score: Raw -91408938.306773 + Penalty 192485.418085 = -91216452.888688
  nChanged 6
Iteration 513Q (41622.150000 sec): 60 clusters
  Score: Raw -91408944.106059 + Penalty 192485.418085 = -91216458.687974
  nChanged 3
Iteration 514Q (41701.840000 sec): 60 clusters
  Score: Raw -91408947.239738 + Penalty 192485.418085 = -91216461.821654
  nChanged 2
Iteration 515Q (41776.170000 sec): 60 clusters
  Score: Raw -91408949.203492 + Penalty 192485.418085 = -91216463.785407
  nChanged 0
Iteration 516F (41890.920000 sec): 60 clusters
  Score: Raw -91408949.203492 + Penalty 192485.418085 = -91216463.785407
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408949.203492 + Penalty 192485.418085 = -91216463.785407
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41890.940000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41890.950000 sec): 3 clusters
  Score: Raw -48025.825794 + Penalty 2941.076215 = -45084.749579
  nChanged 72
		SP:Iteration 1F (41890.970000 sec): 3 clusters
  Score: Raw -48243.709487 + Penalty 2941.076215 = -45302.633271
  nChanged 23
		SP:Iteration 2F (41890.980000 sec): 3 clusters
  Score: Raw -48313.235867 + Penalty 2941.076215 = -45372.159652
  nChanged 24
		SP:Iteration 3F (41890.990000 sec): 3 clusters
  Score: Raw -48439.406047 + Penalty 2941.076215 = -45498.329832
  nChanged 24
		SP:Iteration 4F (41891.010000 sec): 3 clusters
  Score: Raw -48568.265164 + Penalty 2941.076215 = -45627.188949
  nChanged 16
		SP:Iteration 5Q (41891.030000 sec): 3 clusters
  Score: Raw -48689.681812 + Penalty 2941.076215 = -45748.605596
  nChanged 7
		SP:Iteration 6Q (41891.040000 sec): 3 clusters
  Score: Raw -48730.383070 + Penalty 2941.076215 = -45789.306855
  nChanged 7
		SP:Iteration 7Q (41891.050000 sec): 3 clusters
  Score: Raw -48782.974944 + Penalty 2941.076215 = -45841.898729
  nChanged 6
		SP:Iteration 8Q (41891.070000 sec): 3 clusters
  Score: Raw -48821.931321 + Penalty 2941.076215 = -45880.855106
  nChanged 5
		SP:Iteration 9Q (41891.090000 sec): 3 clusters
  Score: Raw -48844.808277 + Penalty 2941.076215 = -45903.732062
  nChanged 4
		SP:Iteration 10Q (41891.100000 sec): 3 clusters
  Score: Raw -48866.980364 + Penalty 2941.076215 = -45925.904149
  nChanged 2
		SP:Iteration 11Q (41891.110000 sec): 3 clusters
  Score: Raw -48872.996531 + Penalty 2941.076215 = -45931.920316
  nChanged 1
		SP:Iteration 12Q (41891.130000 sec): 3 clusters
  Score: Raw -48873.866899 + Penalty 2941.076215 = -45932.790684
  nChanged 0
		SP:Iteration 13F (41891.140000 sec): 3 clusters
  Score: Raw -48873.866899 + Penalty 2941.076215 = -45932.790684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41891.170000 sec): 2 clusters
  Score: Raw -77478.041275 + Penalty 1532.644130 = -75945.397145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41891.190000 sec): 3 clusters
  Score: Raw -77524.151226 + Penalty 3065.288260 = -74458.862966
  nChanged 94
		SP:Iteration 1F (41891.210000 sec): 3 clusters
  Score: Raw -77704.058669 + Penalty 3065.288260 = -74638.770408
  nChanged 34
		SP:Iteration 2F (41891.230000 sec): 3 clusters
  Score: Raw -77762.523451 + Penalty 3065.288260 = -74697.235191
  nChanged 14
		SP:Iteration 3Q (41891.250000 sec): 3 clusters
  Score: Raw -77792.079626 + Penalty 3065.288260 = -74726.791366
  nChanged 8
		SP:Iteration 4Q (41891.280000 sec): 3 clusters
  Score: Raw -77806.840645 + Penalty 3065.288260 = -74741.552385
  nChanged 8
		SP:Iteration 5Q (41891.300000 sec): 3 clusters
  Score: Raw -77833.063428 + Penalty 3065.288260 = -74767.775167
  nChanged 9
		SP:Iteration 6Q (41891.320000 sec): 3 clusters
  Score: Raw -77854.432037 + Penalty 3065.288260 = -74789.143777
  nChanged 10
		SP:Iteration 7Q (41891.350000 sec): 3 clusters
  Score: Raw -77887.172857 + Penalty 3065.288260 = -74821.884597
  nChanged 9
		SP:Iteration 8Q (41891.370000 sec): 3 clusters
  Score: Raw -77904.198039 + Penalty 3065.288260 = -74838.909779
  nChanged 8
		SP:Iteration 9Q (41891.390000 sec): 3 clusters
  Score: Raw -77921.406199 + Penalty 3065.288260 = -74856.117939
  nChanged 2
		SP:Iteration 10Q (41891.410000 sec): 3 clusters
  Score: Raw -77928.045928 + Penalty 3065.288260 = -74862.757668
  nChanged 4
		SP:Iteration 11Q (41891.440000 sec): 3 clusters
  Score: Raw -77942.790710 + Penalty 3065.288260 = -74877.502450
  nChanged 3
		SP:Iteration 12Q (41891.460000 sec): 3 clusters
  Score: Raw -77950.878795 + Penalty 3065.288260 = -74885.590534
  nChanged 1
		SP:Iteration 13Q (41891.480000 sec): 3 clusters
  Score: Raw -77953.006806 + Penalty 3065.288260 = -74887.718546
  nChanged 1
		SP:Iteration 14Q (41891.510000 sec): 3 clusters
  Score: Raw -77958.671164 + Penalty 3065.288260 = -74893.382904
  nChanged 0
		SP:Iteration 15F (41891.530000 sec): 3 clusters
  Score: Raw -77958.671164 + Penalty 3065.288260 = -74893.382904
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41891.570000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41891.610000 sec): 3 clusters
  Score: Raw -221726.978885 + Penalty 3514.607126 = -218212.371759
  nChanged 325
		SP:Iteration 1F (41891.640000 sec): 3 clusters
  Score: Raw -222023.205159 + Penalty 3514.607126 = -218508.598033
  nChanged 69
		SP:Iteration 2F (41891.710000 sec): 3 clusters
  Score: Raw -222114.949437 + Penalty 3514.607126 = -218600.342310
  nChanged 50
		SP:Iteration 3Q (41891.770000 sec): 3 clusters
  Score: Raw -222176.929757 + Penalty 3514.607126 = -218662.322631
  nChanged 28
		SP:Iteration 4Q (41891.810000 sec): 3 clusters
  Score: Raw -222223.134985 + Penalty 3514.607126 = -218708.527859
  nChanged 31
		SP:Iteration 5Q (41891.840000 sec): 3 clusters
  Score: Raw -222267.476535 + Penalty 3514.607126 = -218752.869409
  nChanged 30
		SP:Iteration 6Q (41891.870000 sec): 3 clusters
  Score: Raw -222300.957040 + Penalty 3514.607126 = -218786.349913
  nChanged 19
		SP:Iteration 7Q (41891.900000 sec): 3 clusters
  Score: Raw -222334.347025 + Penalty 3514.607126 = -218819.739898
  nChanged 20
		SP:Iteration 8Q (41891.930000 sec): 3 clusters
  Score: Raw -222367.001806 + Penalty 3514.607126 = -218852.394680
  nChanged 20
		SP:Iteration 9Q (41891.970000 sec): 3 clusters
  Score: Raw -222399.652882 + Penalty 3514.607126 = -218885.045756
  nChanged 27
		SP:Iteration 10Q (41892.000000 sec): 3 clusters
  Score: Raw -222441.355066 + Penalty 3514.607126 = -218926.747939
  nChanged 28
		SP:Iteration 11Q (41892.030000 sec): 3 clusters
  Score: Raw -222491.321113 + Penalty 3514.607126 = -218976.713987
  nChanged 34
		SP:Iteration 12Q (41892.060000 sec): 3 clusters
  Score: Raw -222540.897575 + Penalty 3514.607126 = -219026.290449
  nChanged 33
		SP:Iteration 13Q (41892.090000 sec): 3 clusters
  Score: Raw -222593.594175 + Penalty 3514.607126 = -219078.987049
  nChanged 34
		SP:Iteration 14Q (41892.130000 sec): 3 clusters
  Score: Raw -222655.541522 + Penalty 3514.607126 = -219140.934396
  nChanged 30
		SP:Iteration 15Q (41892.160000 sec): 3 clusters
  Score: Raw -222700.057210 + Penalty 3514.607126 = -219185.450084
  nChanged 22
		SP:Iteration 16Q (41892.190000 sec): 3 clusters
  Score: Raw -222730.779965 + Penalty 3514.607126 = -219216.172839
  nChanged 16
		SP:Iteration 17Q (41892.230000 sec): 3 clusters
  Score: Raw -222757.155797 + Penalty 3514.607126 = -219242.548670
  nChanged 14
		SP:Iteration 18Q (41892.260000 sec): 3 clusters
  Score: Raw -222775.225245 + Penalty 3514.607126 = -219260.618119
  nChanged 8
		SP:Iteration 19Q (41892.290000 sec): 3 clusters
  Score: Raw -222788.081648 + Penalty 3514.607126 = -219273.474522
  nChanged 16
		SP:Iteration 20F (41892.320000 sec): 3 clusters
  Score: Raw -222807.046590 + Penalty 3514.607126 = -219292.439463
  nChanged 14
		SP:Iteration 21Q (41892.350000 sec): 3 clusters
  Score: Raw -222824.300268 + Penalty 3514.607126 = -219309.693141
  nChanged 8
		SP:Iteration 22Q (41892.390000 sec): 3 clusters
  Score: Raw -222833.535054 + Penalty 3514.607126 = -219318.927928
  nChanged 7
		SP:Iteration 23Q (41892.420000 sec): 3 clusters
  Score: Raw -222843.600311 + Penalty 3514.607126 = -219328.993185
  nChanged 5
		SP:Iteration 24Q (41892.450000 sec): 3 clusters
  Score: Raw -222850.485726 + Penalty 3514.607126 = -219335.878600
  nChanged 7
		SP:Iteration 25Q (41892.480000 sec): 3 clusters
  Score: Raw -222861.143670 + Penalty 3514.607126 = -219346.536544
  nChanged 7
		SP:Iteration 26Q (41892.510000 sec): 3 clusters
  Score: Raw -222873.458856 + Penalty 3514.607126 = -219358.851730
  nChanged 8
		SP:Iteration 27Q (41892.540000 sec): 3 clusters
  Score: Raw -222884.709840 + Penalty 3514.607126 = -219370.102714
  nChanged 10
		SP:Iteration 28Q (41892.570000 sec): 3 clusters
  Score: Raw -222900.185196 + Penalty 3514.607126 = -219385.578070
  nChanged 12
		SP:Iteration 29Q (41892.610000 sec): 3 clusters
  Score: Raw -222927.480392 + Penalty 3514.607126 = -219412.873266
  nChanged 17
		SP:Iteration 30Q (41892.640000 sec): 3 clusters
  Score: Raw -222974.484880 + Penalty 3514.607126 = -219459.877753
  nChanged 22
		SP:Iteration 31Q (41892.670000 sec): 3 clusters
  Score: Raw -223025.806608 + Penalty 3514.607126 = -219511.199482
  nChanged 22
		SP:Iteration 32Q (41892.710000 sec): 3 clusters
  Score: Raw -223074.275094 + Penalty 3514.607126 = -219559.667968
  nChanged 20
		SP:Iteration 33Q (41892.740000 sec): 3 clusters
  Score: Raw -223136.596136 + Penalty 3514.607126 = -219621.989009
  nChanged 32
		SP:Iteration 34Q (41892.770000 sec): 3 clusters
  Score: Raw -223235.029040 + Penalty 3514.607126 = -219720.421913
  nChanged 22
		SP:Iteration 35Q (41892.800000 sec): 3 clusters
  Score: Raw -223298.879618 + Penalty 3514.607126 = -219784.272491
  nChanged 19
		SP:Iteration 36Q (41892.830000 sec): 3 clusters
  Score: Raw -223353.471589 + Penalty 3514.607126 = -219838.864463
  nChanged 11
		SP:Iteration 37Q (41892.870000 sec): 3 clusters
  Score: Raw -223380.471800 + Penalty 3514.607126 = -219865.864674
  nChanged 6
		SP:Iteration 38Q (41892.900000 sec): 3 clusters
  Score: Raw -223390.734051 + Penalty 3514.607126 = -219876.126925
  nChanged 1
		SP:Iteration 39Q (41892.930000 sec): 3 clusters
  Score: Raw -223391.625824 + Penalty 3514.607126 = -219877.018698
  nChanged 1
		SP:Iteration 40F (41892.960000 sec): 3 clusters
  Score: Raw -223392.953370 + Penalty 3514.607126 = -219878.346243
  nChanged 1
		SP:Iteration 41Q (41892.990000 sec): 3 clusters
  Score: Raw -223394.310187 + Penalty 3514.607126 = -219879.703060
  nChanged 0
		SP:Iteration 42F (41893.030000 sec): 3 clusters
  Score: Raw -223394.310187 + Penalty 3514.607126 = -219879.703060
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41893.050000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41893.060000 sec): 3 clusters
  Score: Raw -27025.604192 + Penalty 2544.429763 = -24481.174429
  nChanged 6
		SP:Iteration 1Q (41893.070000 sec): 3 clusters
  Score: Raw -27051.736961 + Penalty 2544.429763 = -24507.307198
  nChanged 1
		SP:Iteration 2Q (41893.080000 sec): 3 clusters
  Score: Raw -27060.110099 + Penalty 2544.429763 = -24515.680336
  nChanged 1
		SP:Iteration 3Q (41893.090000 sec): 3 clusters
  Score: Raw -27070.478254 + Penalty 2544.429763 = -24526.048492
  nChanged 1
		SP:Iteration 4Q (41893.090000 sec): 3 clusters
  Score: Raw -27072.432754 + Penalty 2544.429763 = -24528.002992
  nChanged 0
		SP:Iteration 5F (41893.100000 sec): 3 clusters
  Score: Raw -27072.432754 + Penalty 2544.429763 = -24528.002992
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41893.210000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41893.410000 sec): 3 clusters
  Score: Raw -901887.174697 + Penalty 4236.000510 = -897651.174187
  nChanged 1933
		SP:Iteration 1F (41893.570000 sec): 3 clusters
  Score: Raw -902931.864962 + Penalty 4236.000510 = -898695.864452
  nChanged 374
		SP:Iteration 2F (41893.720000 sec): 3 clusters
  Score: Raw -903174.998925 + Penalty 4236.000510 = -898938.998415
  nChanged 269
		SP:Iteration 3F (41893.830000 sec): 3 clusters
  Score: Raw -903328.871433 + Penalty 4236.000510 = -899092.870923
  nChanged 212
		SP:Iteration 4Q (41893.930000 sec): 3 clusters
  Score: Raw -903463.163172 + Penalty 4236.000510 = -899227.162662
  nChanged 190
		SP:Iteration 5Q (41894.030000 sec): 3 clusters
  Score: Raw -903585.086785 + Penalty 4236.000510 = -899349.086275
  nChanged 172
		SP:Iteration 6Q (41894.220000 sec): 3 clusters
  Score: Raw -903702.428483 + Penalty 4236.000510 = -899466.427973
  nChanged 164
		SP:Iteration 7Q (41894.430000 sec): 3 clusters
  Score: Raw -903805.861706 + Penalty 4236.000510 = -899569.861196
  nChanged 152
		SP:Iteration 8Q (41894.600000 sec): 3 clusters
  Score: Raw -903889.728544 + Penalty 4236.000510 = -899653.728034
  nChanged 134
		SP:Iteration 9Q (41894.810000 sec): 3 clusters
  Score: Raw -903966.868364 + Penalty 4236.000510 = -899730.867854
  nChanged 113
		SP:Iteration 10Q (41894.990000 sec): 3 clusters
  Score: Raw -904029.497447 + Penalty 4236.000510 = -899793.496937
  nChanged 104
		SP:Iteration 11Q (41895.200000 sec): 3 clusters
  Score: Raw -904087.802316 + Penalty 4236.000510 = -899851.801806
  nChanged 105
		SP:Iteration 12Q (41895.360000 sec): 3 clusters
  Score: Raw -904142.361749 + Penalty 4236.000510 = -899906.361239
  nChanged 80
		SP:Iteration 13Q (41895.570000 sec): 3 clusters
  Score: Raw -904184.265830 + Penalty 4236.000510 = -899948.265320
  nChanged 85
		SP:Iteration 14Q (41895.740000 sec): 3 clusters
  Score: Raw -904229.674973 + Penalty 4236.000510 = -899993.674463
  nChanged 88
		SP:Iteration 15Q (41895.950000 sec): 3 clusters
  Score: Raw -904279.800717 + Penalty 4236.000510 = -900043.800207
  nChanged 91
		SP:Iteration 16Q (41896.130000 sec): 3 clusters
  Score: Raw -904336.221250 + Penalty 4236.000510 = -900100.220740
  nChanged 109
		SP:Iteration 17Q (41896.340000 sec): 3 clusters
  Score: Raw -904411.935836 + Penalty 4236.000510 = -900175.935326
  nChanged 132
		SP:Iteration 18Q (41896.510000 sec): 3 clusters
  Score: Raw -904518.157452 + Penalty 4236.000510 = -900282.156942
  nChanged 153
		SP:Iteration 19Q (41896.680000 sec): 3 clusters
  Score: Raw -904681.040316 + Penalty 4236.000510 = -900445.039806
  nChanged 143
		SP:Iteration 20F (41896.890000 sec): 3 clusters
  Score: Raw -904874.593062 + Penalty 4236.000510 = -900638.592552
  nChanged 126
		SP:Iteration 21Q (41897.070000 sec): 3 clusters
  Score: Raw -905072.182202 + Penalty 4236.000510 = -900836.181692
  nChanged 126
		SP:Iteration 22Q (41897.280000 sec): 3 clusters
  Score: Raw -905258.859421 + Penalty 4236.000510 = -901022.858911
  nChanged 112
		SP:Iteration 23Q (41897.450000 sec): 3 clusters
  Score: Raw -905428.852607 + Penalty 4236.000510 = -901192.852097
  nChanged 82
		SP:Iteration 24Q (41897.620000 sec): 3 clusters
  Score: Raw -905592.034345 + Penalty 4236.000510 = -901356.033835
  nChanged 60
		SP:Iteration 25Q (41897.790000 sec): 3 clusters
  Score: Raw -905683.256661 + Penalty 4236.000510 = -901447.256151
  nChanged 24
		SP:Iteration 26Q (41897.950000 sec): 3 clusters
  Score: Raw -905707.836343 + Penalty 4236.000510 = -901471.835833
  nChanged 18
		SP:Iteration 27Q (41898.130000 sec): 3 clusters
  Score: Raw -905720.478938 + Penalty 4236.000510 = -901484.478428
  nChanged 8
		SP:Iteration 28Q (41898.300000 sec): 3 clusters
  Score: Raw -905725.237296 + Penalty 4236.000510 = -901489.236786
  nChanged 5
		SP:Iteration 29Q (41898.460000 sec): 3 clusters
  Score: Raw -905728.336182 + Penalty 4236.000510 = -901492.335672
  nChanged 2
		SP:Iteration 30Q (41898.680000 sec): 3 clusters
  Score: Raw -905729.014332 + Penalty 4236.000510 = -901493.013822
  nChanged 1
		SP:Iteration 31Q (41898.850000 sec): 3 clusters
  Score: Raw -905730.290628 + Penalty 4236.000510 = -901494.290118
  nChanged 3
		SP:Iteration 32Q (41899.010000 sec): 3 clusters
  Score: Raw -905732.949875 + Penalty 4236.000510 = -901496.949365
  nChanged 1
		SP:Iteration 33Q (41899.170000 sec): 3 clusters
  Score: Raw -905734.100121 + Penalty 4236.000510 = -901498.099611
  nChanged 0
		SP:Iteration 34F (41899.330000 sec): 3 clusters
  Score: Raw -905734.100121 + Penalty 4236.000510 = -901498.099611
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41899.420000 sec): 2 clusters
  Score: Raw -60441.844148 + Penalty 1500.333897 = -58941.510251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41899.590000 sec): 3 clusters
  Score: Raw -60631.013419 + Penalty 3000.667794 = -57630.345625
  nChanged 88
		SP:Iteration 1F (41899.770000 sec): 3 clusters
  Score: Raw -60928.753019 + Penalty 3000.667794 = -57928.085226
  nChanged 29
		SP:Iteration 2F (41899.950000 sec): 3 clusters
  Score: Raw -61016.474611 + Penalty 3000.667794 = -58015.806817
  nChanged 13
		SP:Iteration 3Q (41900.040000 sec): 3 clusters
  Score: Raw -61059.480786 + Penalty 3000.667794 = -58058.812992
  nChanged 11
		SP:Iteration 4Q (41900.050000 sec): 3 clusters
  Score: Raw -61097.401718 + Penalty 3000.667794 = -58096.733924
  nChanged 8
		SP:Iteration 5Q (41900.070000 sec): 3 clusters
  Score: Raw -61145.837729 + Penalty 3000.667794 = -58145.169936
  nChanged 9
		SP:Iteration 6Q (41900.070000 sec): 3 clusters
  Score: Raw -61169.601625 + Penalty 3000.667794 = -58168.933831
  nChanged 4
		SP:Iteration 7Q (41900.090000 sec): 3 clusters
  Score: Raw -61175.697797 + Penalty 3000.667794 = -58175.030003
  nChanged 4
		SP:Iteration 8Q (41900.110000 sec): 3 clusters
  Score: Raw -61183.955543 + Penalty 3000.667794 = -58183.287750
  nChanged 6
		SP:Iteration 9Q (41900.130000 sec): 3 clusters
  Score: Raw -61194.672901 + Penalty 3000.667794 = -58194.005107
  nChanged 2
		SP:Iteration 10Q (41900.150000 sec): 3 clusters
  Score: Raw -61197.296143 + Penalty 3000.667794 = -58196.628349
  nChanged 0
		SP:Iteration 11F (41900.160000 sec): 3 clusters
  Score: Raw -61197.296143 + Penalty 3000.667794 = -58196.628349
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41900.260000 sec): 2 clusters
  Score: Raw -280737.401180 + Penalty 1817.452464 = -278919.948716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41900.430000 sec): 3 clusters
  Score: Raw -280256.706491 + Penalty 3634.904927 = -276621.801564
  nChanged 464
		SP:Iteration 1F (41900.610000 sec): 3 clusters
  Score: Raw -280662.676772 + Penalty 3634.904927 = -277027.771845
  nChanged 105
		SP:Iteration 2F (41900.790000 sec): 3 clusters
  Score: Raw -280766.252602 + Penalty 3634.904927 = -277131.347675
  nChanged 60
		SP:Iteration 3Q (41900.960000 sec): 3 clusters
  Score: Raw -280834.272065 + Penalty 3634.904927 = -277199.367138
  nChanged 47
		SP:Iteration 4Q (41901.140000 sec): 3 clusters
  Score: Raw -280879.708481 + Penalty 3634.904927 = -277244.803554
  nChanged 35
		SP:Iteration 5Q (41901.310000 sec): 3 clusters
  Score: Raw -280905.270293 + Penalty 3634.904927 = -277270.365366
  nChanged 20
		SP:Iteration 6Q (41901.490000 sec): 3 clusters
  Score: Raw -280920.054790 + Penalty 3634.904927 = -277285.149863
  nChanged 14
		SP:Iteration 7Q (41901.670000 sec): 3 clusters
  Score: Raw -280932.243448 + Penalty 3634.904927 = -277297.338521
  nChanged 13
		SP:Iteration 8Q (41901.840000 sec): 3 clusters
  Score: Raw -280945.342239 + Penalty 3634.904927 = -277310.437312
  nChanged 8
		SP:Iteration 9Q (41902.020000 sec): 3 clusters
  Score: Raw -280949.988886 + Penalty 3634.904927 = -277315.083959
  nChanged 5
		SP:Iteration 10Q (41902.190000 sec): 3 clusters
  Score: Raw -280953.412642 + Penalty 3634.904927 = -277318.507715
  nChanged 3
		SP:Iteration 11Q (41902.370000 sec): 3 clusters
  Score: Raw -280955.643636 + Penalty 3634.904927 = -277320.738709
  nChanged 1
		SP:Iteration 12Q (41902.550000 sec): 3 clusters
  Score: Raw -280956.421225 + Penalty 3634.904927 = -277321.516298
  nChanged 1
		SP:Iteration 13Q (41902.720000 sec): 3 clusters
  Score: Raw -280957.119193 + Penalty 3634.904927 = -277322.214266
  nChanged 0
		SP:Iteration 14F (41902.900000 sec): 3 clusters
  Score: Raw -280957.119193 + Penalty 3634.904927 = -277322.214266
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41902.980000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41903.160000 sec): 3 clusters
  Score: Raw -27806.232655 + Penalty 2742.596827 = -25063.635828
  nChanged 44
		SP:Iteration 1F (41903.330000 sec): 3 clusters
  Score: Raw -27997.560011 + Penalty 2742.596827 = -25254.963183
  nChanged 18
		SP:Iteration 2F (41903.510000 sec): 3 clusters
  Score: Raw -28107.501817 + Penalty 2742.596827 = -25364.904990
  nChanged 6
		SP:Iteration 3Q (41903.690000 sec): 3 clusters
  Score: Raw -28171.166072 + Penalty 2742.596827 = -25428.569244
  nChanged 7
		SP:Iteration 4Q (41903.860000 sec): 3 clusters
  Score: Raw -28194.829412 + Penalty 2742.596827 = -25452.232585
  nChanged 4
		SP:Iteration 5Q (41904.030000 sec): 3 clusters
  Score: Raw -28237.826226 + Penalty 2742.596827 = -25495.229398
  nChanged 0
		SP:Iteration 6F (41904.170000 sec): 3 clusters
  Score: Raw -28237.826226 + Penalty 2742.596827 = -25495.229398
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41904.260000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41904.430000 sec): 3 clusters
  Score: Raw -218586.029547 + Penalty 3502.847050 = -215083.182498
  nChanged 364
		SP:Iteration 1F (41904.610000 sec): 3 clusters
  Score: Raw -219009.056805 + Penalty 3502.847050 = -215506.209755
  nChanged 93
		SP:Iteration 2F (41904.780000 sec): 3 clusters
  Score: Raw -219201.914972 + Penalty 3502.847050 = -215699.067923
  nChanged 85
		SP:Iteration 3F (41904.960000 sec): 3 clusters
  Score: Raw -219362.403566 + Penalty 3502.847050 = -215859.556517
  nChanged 72
		SP:Iteration 4F (41905.130000 sec): 3 clusters
  Score: Raw -219495.485157 + Penalty 3502.847050 = -215992.638107
  nChanged 58
		SP:Iteration 5Q (41905.310000 sec): 3 clusters
  Score: Raw -219588.933438 + Penalty 3502.847050 = -216086.086389
  nChanged 41
		SP:Iteration 6Q (41905.490000 sec): 3 clusters
  Score: Raw -219661.878670 + Penalty 3502.847050 = -216159.031620
  nChanged 27
		SP:Iteration 7Q (41905.660000 sec): 3 clusters
  Score: Raw -219704.214290 + Penalty 3502.847050 = -216201.367240
  nChanged 20
		SP:Iteration 8Q (41905.850000 sec): 3 clusters
  Score: Raw -219734.524952 + Penalty 3502.847050 = -216231.677902
  nChanged 13
		SP:Iteration 9Q (41906.010000 sec): 3 clusters
  Score: Raw -219759.100150 + Penalty 3502.847050 = -216256.253100
  nChanged 11
		SP:Iteration 10Q (41906.180000 sec): 3 clusters
  Score: Raw -219778.189137 + Penalty 3502.847050 = -216275.342088
  nChanged 10
		SP:Iteration 11Q (41906.340000 sec): 3 clusters
  Score: Raw -219795.638992 + Penalty 3502.847050 = -216292.791942
  nChanged 7
		SP:Iteration 12Q (41906.510000 sec): 3 clusters
  Score: Raw -219806.899087 + Penalty 3502.847050 = -216304.052037
  nChanged 0
		SP:Iteration 13F (41906.670000 sec): 3 clusters
  Score: Raw -219806.899087 + Penalty 3502.847050 = -216304.052037
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41906.750000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41906.920000 sec): 3 clusters
  Score: Raw -37332.646500 + Penalty 2681.957199 = -34650.689301
  nChanged 19
		SP:Iteration 1F (41907.080000 sec): 3 clusters
  Score: Raw -37411.715625 + Penalty 2681.957199 = -34729.758426
  nChanged 9
		SP:Iteration 2Q (41907.240000 sec): 3 clusters
  Score: Raw -37448.502648 + Penalty 2681.957199 = -34766.545450
  nChanged 2
		SP:Iteration 3Q (41907.400000 sec): 3 clusters
  Score: Raw -37460.811874 + Penalty 2681.957199 = -34778.854675
  nChanged 0
		SP:Iteration 4F (41907.560000 sec): 3 clusters
  Score: Raw -37460.811874 + Penalty 2681.957199 = -34778.854675
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41907.640000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41907.810000 sec): 3 clusters
  Score: Raw -33607.975321 + Penalty 2652.165335 = -30955.809985
  nChanged 15
		SP:Iteration 1F (41907.960000 sec): 3 clusters
  Score: Raw -33681.530934 + Penalty 2652.165335 = -31029.365598
  nChanged 6
		SP:Iteration 2Q (41908.120000 sec): 3 clusters
  Score: Raw -33722.812580 + Penalty 2652.165335 = -31070.647245
  nChanged 1
		SP:Iteration 3Q (41908.280000 sec): 3 clusters
  Score: Raw -33765.873372 + Penalty 2652.165335 = -31113.708037
  nChanged 4
		SP:Iteration 4Q (41908.440000 sec): 3 clusters
  Score: Raw -33889.019216 + Penalty 2652.165335 = -31236.853881
  nChanged 1
		SP:Iteration 5Q (41908.600000 sec): 3 clusters
  Score: Raw -33891.571134 + Penalty 2652.165335 = -31239.405798
  nChanged 0
		SP:Iteration 6F (41908.760000 sec): 3 clusters
  Score: Raw -33891.571134 + Penalty 2652.165335 = -31239.405798
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41908.840000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41909.000000 sec): 3 clusters
  Score: Raw -35819.381452 + Penalty 2707.954415 = -33111.427037
  nChanged 20
		SP:Iteration 1F (41909.200000 sec): 3 clusters
  Score: Raw -35900.164131 + Penalty 2707.954415 = -33192.209716
  nChanged 8
		SP:Iteration 2Q (41909.360000 sec): 3 clusters
  Score: Raw -35942.412294 + Penalty 2707.954415 = -33234.457879
  nChanged 8
		SP:Iteration 3Q (41909.520000 sec): 3 clusters
  Score: Raw -35981.584409 + Penalty 2707.954415 = -33273.629994
  nChanged 3
		SP:Iteration 4Q (41909.680000 sec): 3 clusters
  Score: Raw -35993.897847 + Penalty 2707.954415 = -33285.943432
  nChanged 0
		SP:Iteration 5F (41909.840000 sec): 3 clusters
  Score: Raw -35993.897847 + Penalty 2707.954415 = -33285.943432
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41909.980000 sec): 2 clusters
  Score: Raw -2515298.162430 + Penalty 2359.836401 = -2512938.326030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41910.260000 sec): 3 clusters
  Score: Raw -2507703.359446 + Penalty 4719.672802 = -2502983.686644
  nChanged 5761
		SP:Iteration 1F (41910.560000 sec): 3 clusters
  Score: Raw -2510828.204800 + Penalty 4719.672802 = -2506108.531999
  nChanged 781
		SP:Iteration 2F (41910.850000 sec): 3 clusters
  Score: Raw -2511183.895157 + Penalty 4719.672802 = -2506464.222355
  nChanged 648
		SP:Iteration 3Q (41911.140000 sec): 3 clusters
  Score: Raw -2511461.758922 + Penalty 4719.672802 = -2506742.086120
  nChanged 543
		SP:Iteration 4Q (41911.430000 sec): 3 clusters
  Score: Raw -2511656.114959 + Penalty 4719.672802 = -2506936.442157
  nChanged 478
		SP:Iteration 5Q (41911.720000 sec): 3 clusters
  Score: Raw -2511847.937307 + Penalty 4719.672802 = -2507128.264505
  nChanged 451
		SP:Iteration 6Q (41912.010000 sec): 3 clusters
  Score: Raw -2512050.956547 + Penalty 4719.672802 = -2507331.283745
  nChanged 512
		SP:Iteration 7Q (41912.300000 sec): 3 clusters
  Score: Raw -2512300.257285 + Penalty 4719.672802 = -2507580.584484
  nChanged 510
		SP:Iteration 8Q (41912.600000 sec): 3 clusters
  Score: Raw -2512579.889208 + Penalty 4719.672802 = -2507860.216407
  nChanged 579
		SP:Iteration 9Q (41912.890000 sec): 3 clusters
  Score: Raw -2512961.414151 + Penalty 4719.672802 = -2508241.741350
  nChanged 608
		SP:Iteration 10Q (41913.180000 sec): 3 clusters
  Score: Raw -2513366.618099 + Penalty 4719.672802 = -2508646.945297
  nChanged 592
		SP:Iteration 11Q (41913.470000 sec): 3 clusters
  Score: Raw -2513761.806414 + Penalty 4719.672802 = -2509042.133612
  nChanged 543
		SP:Iteration 12Q (41913.760000 sec): 3 clusters
  Score: Raw -2514105.535370 + Penalty 4719.672802 = -2509385.862568
  nChanged 444
		SP:Iteration 13Q (41914.050000 sec): 3 clusters
  Score: Raw -2514375.053044 + Penalty 4719.672802 = -2509655.380242
  nChanged 396
		SP:Iteration 14Q (41914.350000 sec): 3 clusters
  Score: Raw -2514561.804795 + Penalty 4719.672802 = -2509842.131994
  nChanged 278
		SP:Iteration 15Q (41914.640000 sec): 3 clusters
  Score: Raw -2514684.794132 + Penalty 4719.672802 = -2509965.121330
  nChanged 241
		SP:Iteration 16Q (41914.930000 sec): 3 clusters
  Score: Raw -2514772.872263 + Penalty 4719.672802 = -2510053.199461
  nChanged 179
		SP:Iteration 17Q (41915.220000 sec): 3 clusters
  Score: Raw -2514826.460497 + Penalty 4719.672802 = -2510106.787696
  nChanged 132
		SP:Iteration 18Q (41915.520000 sec): 3 clusters
  Score: Raw -2514865.993448 + Penalty 4719.672802 = -2510146.320646
  nChanged 114
		SP:Iteration 19Q (41915.810000 sec): 3 clusters
  Score: Raw -2514901.153903 + Penalty 4719.672802 = -2510181.481101
  nChanged 95
		SP:Iteration 20F (41916.100000 sec): 3 clusters
  Score: Raw -2514924.589114 + Penalty 4719.672802 = -2510204.916312
  nChanged 73
		SP:Iteration 21Q (41916.400000 sec): 3 clusters
  Score: Raw -2514942.344798 + Penalty 4719.672802 = -2510222.671996
  nChanged 75
		SP:Iteration 22Q (41916.690000 sec): 3 clusters
  Score: Raw -2514960.903233 + Penalty 4719.672802 = -2510241.230431
  nChanged 80
		SP:Iteration 23Q (41916.980000 sec): 3 clusters
  Score: Raw -2514981.267712 + Penalty 4719.672802 = -2510261.594911
  nChanged 66
		SP:Iteration 24Q (41917.280000 sec): 3 clusters
  Score: Raw -2514998.247485 + Penalty 4719.672802 = -2510278.574683
  nChanged 68
		SP:Iteration 25Q (41917.570000 sec): 3 clusters
  Score: Raw -2515015.038783 + Penalty 4719.672802 = -2510295.365981
  nChanged 57
		SP:Iteration 26Q (41917.860000 sec): 3 clusters
  Score: Raw -2515026.862289 + Penalty 4719.672802 = -2510307.189487
  nChanged 39
		SP:Iteration 27Q (41918.150000 sec): 3 clusters
  Score: Raw -2515033.842580 + Penalty 4719.672802 = -2510314.169779
  nChanged 32
		SP:Iteration 28Q (41918.440000 sec): 3 clusters
  Score: Raw -2515041.329102 + Penalty 4719.672802 = -2510321.656301
  nChanged 35
		SP:Iteration 29Q (41918.740000 sec): 3 clusters
  Score: Raw -2515048.081986 + Penalty 4719.672802 = -2510328.409184
  nChanged 30
		SP:Iteration 30Q (41919.030000 sec): 3 clusters
  Score: Raw -2515053.797209 + Penalty 4719.672802 = -2510334.124407
  nChanged 29
		SP:Iteration 31Q (41919.320000 sec): 3 clusters
  Score: Raw -2515058.210627 + Penalty 4719.672802 = -2510338.537826
  nChanged 24
		SP:Iteration 32Q (41919.620000 sec): 3 clusters
  Score: Raw -2515062.204210 + Penalty 4719.672802 = -2510342.531408
  nChanged 23
		SP:Iteration 33Q (41919.910000 sec): 3 clusters
  Score: Raw -2515065.852169 + Penalty 4719.672802 = -2510346.179368
  nChanged 24
		SP:Iteration 34Q (41920.200000 sec): 3 clusters
  Score: Raw -2515070.100725 + Penalty 4719.672802 = -2510350.427924
  nChanged 22
		SP:Iteration 35Q (41920.500000 sec): 3 clusters
  Score: Raw -2515074.062473 + Penalty 4719.672802 = -2510354.389672
  nChanged 23
		SP:Iteration 36Q (41920.790000 sec): 3 clusters
  Score: Raw -2515078.258493 + Penalty 4719.672802 = -2510358.585691
  nChanged 22
		SP:Iteration 37Q (41921.080000 sec): 3 clusters
  Score: Raw -2515081.563475 + Penalty 4719.672802 = -2510361.890673
  nChanged 22
		SP:Iteration 38Q (41921.380000 sec): 3 clusters
  Score: Raw -2515085.652784 + Penalty 4719.672802 = -2510365.979983
  nChanged 23
		SP:Iteration 39Q (41921.670000 sec): 3 clusters
  Score: Raw -2515090.108642 + Penalty 4719.672802 = -2510370.435841
  nChanged 24
		SP:Iteration 40F (41921.960000 sec): 3 clusters
  Score: Raw -2515095.020636 + Penalty 4719.672802 = -2510375.347835
  nChanged 25
		SP:Iteration 41Q (41922.260000 sec): 3 clusters
  Score: Raw -2515101.552022 + Penalty 4719.672802 = -2510381.879220
  nChanged 30
		SP:Iteration 42Q (41922.600000 sec): 3 clusters
  Score: Raw -2515108.718962 + Penalty 4719.672802 = -2510389.046160
  nChanged 34
		SP:Iteration 43Q (41922.850000 sec): 3 clusters
  Score: Raw -2515116.362953 + Penalty 4719.672802 = -2510396.690151
  nChanged 30
		SP:Iteration 44Q (41923.150000 sec): 3 clusters
  Score: Raw -2515121.794721 + Penalty 4719.672802 = -2510402.121919
  nChanged 25
		SP:Iteration 45Q (41923.390000 sec): 3 clusters
  Score: Raw -2515127.345736 + Penalty 4719.672802 = -2510407.672934
  nChanged 26
		SP:Iteration 46Q (41923.690000 sec): 3 clusters
  Score: Raw -2515132.259338 + Penalty 4719.672802 = -2510412.586536
  nChanged 27
		SP:Iteration 47Q (41923.980000 sec): 3 clusters
  Score: Raw -2515138.620537 + Penalty 4719.672802 = -2510418.947735
  nChanged 34
		SP:Iteration 48Q (41924.270000 sec): 3 clusters
  Score: Raw -2515147.638788 + Penalty 4719.672802 = -2510427.965986
  nChanged 38
		SP:Iteration 49Q (41924.560000 sec): 3 clusters
  Score: Raw -2515156.850062 + Penalty 4719.672802 = -2510437.177261
  nChanged 35
		SP:Iteration 50Q (41924.850000 sec): 3 clusters
  Score: Raw -2515164.863474 + Penalty 4719.672802 = -2510445.190672
  nChanged 50
		SP:Iteration 51Q (41925.150000 sec): 3 clusters
  Score: Raw -2515176.731645 + Penalty 4719.672802 = -2510457.058844
  nChanged 43
		SP:Iteration 52Q (41925.420000 sec): 3 clusters
  Score: Raw -2515190.358753 + Penalty 4719.672802 = -2510470.685951
  nChanged 68
		SP:Iteration 53Q (41925.700000 sec): 3 clusters
  Score: Raw -2515215.629022 + Penalty 4719.672802 = -2510495.956220
  nChanged 72
		SP:Iteration 54Q (41925.990000 sec): 3 clusters
  Score: Raw -2515243.188561 + Penalty 4719.672802 = -2510523.515760
  nChanged 65
		SP:Iteration 55Q (41926.290000 sec): 3 clusters
  Score: Raw -2515266.523193 + Penalty 4719.672802 = -2510546.850391
  nChanged 63
		SP:Iteration 56Q (41926.580000 sec): 3 clusters
  Score: Raw -2515284.398066 + Penalty 4719.672802 = -2510564.725264
  nChanged 63
		SP:Iteration 57Q (41926.870000 sec): 3 clusters
  Score: Raw -2515302.606104 + Penalty 4719.672802 = -2510582.933303
  nChanged 60
		SP:Iteration 58Q (41927.160000 sec): 3 clusters
  Score: Raw -2515321.431505 + Penalty 4719.672802 = -2510601.758704
  nChanged 46
		SP:Iteration 59Q (41927.450000 sec): 3 clusters
  Score: Raw -2515335.444903 + Penalty 4719.672802 = -2510615.772101
  nChanged 53
		SP:Iteration 60F (41927.740000 sec): 3 clusters
  Score: Raw -2515351.937330 + Penalty 4719.672802 = -2510632.264528
  nChanged 48
		SP:Iteration 61Q (41928.030000 sec): 3 clusters
  Score: Raw -2515368.575467 + Penalty 4719.672802 = -2510648.902666
  nChanged 54
		SP:Iteration 62Q (41928.320000 sec): 3 clusters
  Score: Raw -2515385.683428 + Penalty 4719.672802 = -2510666.010626
  nChanged 50
		SP:Iteration 63Q (41928.610000 sec): 3 clusters
  Score: Raw -2515401.796359 + Penalty 4719.672802 = -2510682.123557
  nChanged 35
		SP:Iteration 64Q (41928.900000 sec): 3 clusters
  Score: Raw -2515410.655643 + Penalty 4719.672802 = -2510690.982841
  nChanged 23
		SP:Iteration 65Q (41929.190000 sec): 3 clusters
  Score: Raw -2515415.379556 + Penalty 4719.672802 = -2510695.706755
  nChanged 23
		SP:Iteration 66Q (41929.490000 sec): 3 clusters
  Score: Raw -2515420.624582 + Penalty 4719.672802 = -2510700.951780
  nChanged 12
		SP:Iteration 67Q (41929.780000 sec): 3 clusters
  Score: Raw -2515422.862465 + Penalty 4719.672802 = -2510703.189663
  nChanged 16
		SP:Iteration 68Q (41930.070000 sec): 3 clusters
  Score: Raw -2515426.390709 + Penalty 4719.672802 = -2510706.717908
  nChanged 21
		SP:Iteration 69Q (41930.360000 sec): 3 clusters
  Score: Raw -2515431.943412 + Penalty 4719.672802 = -2510712.270610
  nChanged 20
		SP:Iteration 70Q (41930.650000 sec): 3 clusters
  Score: Raw -2515436.745054 + Penalty 4719.672802 = -2510717.072252
  nChanged 20
		SP:Iteration 71Q (41930.940000 sec): 3 clusters
  Score: Raw -2515440.923334 + Penalty 4719.672802 = -2510721.250532
  nChanged 14
		SP:Iteration 72Q (41931.230000 sec): 3 clusters
  Score: Raw -2515444.834989 + Penalty 4719.672802 = -2510725.162188
  nChanged 23
		SP:Iteration 73Q (41931.520000 sec): 3 clusters
  Score: Raw -2515450.769875 + Penalty 4719.672802 = -2510731.097074
  nChanged 21
		SP:Iteration 74Q (41931.810000 sec): 3 clusters
  Score: Raw -2515456.445200 + Penalty 4719.672802 = -2510736.772399
  nChanged 30
		SP:Iteration 75Q (41932.110000 sec): 3 clusters
  Score: Raw -2515464.208890 + Penalty 4719.672802 = -2510744.536088
  nChanged 28
		SP:Iteration 76Q (41932.390000 sec): 3 clusters
  Score: Raw -2515471.824829 + Penalty 4719.672802 = -2510752.152027
  nChanged 22
		SP:Iteration 77Q (41932.690000 sec): 3 clusters
  Score: Raw -2515478.048876 + Penalty 4719.672802 = -2510758.376074
  nChanged 13
		SP:Iteration 78Q (41932.980000 sec): 3 clusters
  Score: Raw -2515481.324079 + Penalty 4719.672802 = -2510761.651277
  nChanged 7
		SP:Iteration 79Q (41933.270000 sec): 3 clusters
  Score: Raw -2515483.035766 + Penalty 4719.672802 = -2510763.362964
  nChanged 13
		SP:Iteration 80F (41933.560000 sec): 3 clusters
  Score: Raw -2515486.197966 + Penalty 4719.672802 = -2510766.525164
  nChanged 15
		SP:Iteration 81Q (41933.850000 sec): 3 clusters
  Score: Raw -2515489.837473 + Penalty 4719.672802 = -2510770.164672
  nChanged 13
		SP:Iteration 82Q (41934.140000 sec): 3 clusters
  Score: Raw -2515493.259361 + Penalty 4719.672802 = -2510773.586559
  nChanged 10
		SP:Iteration 83Q (41934.430000 sec): 3 clusters
  Score: Raw -2515495.071530 + Penalty 4719.672802 = -2510775.398729
  nChanged 9
		SP:Iteration 84Q (41934.720000 sec): 3 clusters
  Score: Raw -2515497.391051 + Penalty 4719.672802 = -2510777.718249
  nChanged 11
		SP:Iteration 85Q (41935.060000 sec): 3 clusters
  Score: Raw -2515500.206416 + Penalty 4719.672802 = -2510780.533615
  nChanged 9
		SP:Iteration 86Q (41935.270000 sec): 3 clusters
  Score: Raw -2515502.356863 + Penalty 4719.672802 = -2510782.684061
  nChanged 9
		SP:Iteration 87Q (41935.490000 sec): 3 clusters
  Score: Raw -2515504.963100 + Penalty 4719.672802 = -2510785.290298
  nChanged 11
		SP:Iteration 88Q (41935.670000 sec): 3 clusters
  Score: Raw -2515508.074720 + Penalty 4719.672802 = -2510788.401919
  nChanged 11
		SP:Iteration 89Q (41935.910000 sec): 3 clusters
  Score: Raw -2515511.204896 + Penalty 4719.672802 = -2510791.532094
  nChanged 9
		SP:Iteration 90Q (41936.210000 sec): 3 clusters
  Score: Raw -2515512.976233 + Penalty 4719.672802 = -2510793.303432
  nChanged 5
		SP:Iteration 91Q (41936.460000 sec): 3 clusters
  Score: Raw -2515514.478647 + Penalty 4719.672802 = -2510794.805846
  nChanged 2
		SP:Iteration 92Q (41936.710000 sec): 3 clusters
  Score: Raw -2515514.960980 + Penalty 4719.672802 = -2510795.288178
  nChanged 4
		SP:Iteration 93Q (41936.960000 sec): 3 clusters
  Score: Raw -2515515.741078 + Penalty 4719.672802 = -2510796.068277
  nChanged 3
		SP:Iteration 94Q (41937.210000 sec): 3 clusters
  Score: Raw -2515516.905855 + Penalty 4719.672802 = -2510797.233053
  nChanged 4
		SP:Iteration 95Q (41937.510000 sec): 3 clusters
  Score: Raw -2515517.810454 + Penalty 4719.672802 = -2510798.137652
  nChanged 2
		SP:Iteration 96Q (41937.790000 sec): 3 clusters
  Score: Raw -2515518.063954 + Penalty 4719.672802 = -2510798.391152
  nChanged 1
		SP:Iteration 97Q (41938.090000 sec): 3 clusters
  Score: Raw -2515518.254469 + Penalty 4719.672802 = -2510798.581667
  nChanged 3
		SP:Iteration 98Q (41938.380000 sec): 3 clusters
  Score: Raw -2515518.738246 + Penalty 4719.672802 = -2510799.065444
  nChanged 2
		SP:Iteration 99Q (41938.670000 sec): 3 clusters
  Score: Raw -2515519.292582 + Penalty 4719.672802 = -2510799.619781
  nChanged 3
		SP:Iteration 100F (41938.960000 sec): 3 clusters
  Score: Raw -2515519.976856 + Penalty 4719.672802 = -2510800.304055
  nChanged 7
		SP:Iteration 101Q (41939.210000 sec): 3 clusters
  Score: Raw -2515521.572545 + Penalty 4719.672802 = -2510801.899743
  nChanged 5
		SP:Iteration 102Q (41939.460000 sec): 3 clusters
  Score: Raw -2515522.775896 + Penalty 4719.672802 = -2510803.103095
  nChanged 8
		SP:Iteration 103Q (41939.710000 sec): 3 clusters
  Score: Raw -2515524.681214 + Penalty 4719.672802 = -2510805.008412
  nChanged 8
		SP:Iteration 104Q (41939.960000 sec): 3 clusters
  Score: Raw -2515526.430990 + Penalty 4719.672802 = -2510806.758189
  nChanged 11
		SP:Iteration 105Q (41940.210000 sec): 3 clusters
  Score: Raw -2515530.738459 + Penalty 4719.672802 = -2510811.065658
  nChanged 10
		SP:Iteration 106Q (41940.500000 sec): 3 clusters
  Score: Raw -2515533.266632 + Penalty 4719.672802 = -2510813.593830
  nChanged 9
		SP:Iteration 107Q (41940.800000 sec): 3 clusters
  Score: Raw -2515535.830674 + Penalty 4719.672802 = -2510816.157873
  nChanged 13
		SP:Iteration 108Q (41941.100000 sec): 3 clusters
  Score: Raw -2515540.320226 + Penalty 4719.672802 = -2510820.647425
  nChanged 13
		SP:Iteration 109Q (41941.350000 sec): 3 clusters
  Score: Raw -2515545.422794 + Penalty 4719.672802 = -2510825.749992
  nChanged 7
		SP:Iteration 110Q (41941.640000 sec): 3 clusters
  Score: Raw -2515547.400116 + Penalty 4719.672802 = -2510827.727315
  nChanged 8
		SP:Iteration 111Q (41941.890000 sec): 3 clusters
  Score: Raw -2515549.708900 + Penalty 4719.672802 = -2510830.036098
  nChanged 5
		SP:Iteration 112Q (41942.140000 sec): 3 clusters
  Score: Raw -2515550.675888 + Penalty 4719.672802 = -2510831.003086
  nChanged 2
		SP:Iteration 113Q (41942.390000 sec): 3 clusters
  Score: Raw -2515551.069173 + Penalty 4719.672802 = -2510831.396372
  nChanged 2
		SP:Iteration 114Q (41942.640000 sec): 3 clusters
  Score: Raw -2515551.426082 + Penalty 4719.672802 = -2510831.753280
  nChanged 1
		SP:Iteration 115Q (41942.900000 sec): 3 clusters
  Score: Raw -2515551.618999 + Penalty 4719.672802 = -2510831.946197
  nChanged 1
		SP:Iteration 116Q (41943.140000 sec): 3 clusters
  Score: Raw -2515551.936404 + Penalty 4719.672802 = -2510832.263602
  nChanged 1
		SP:Iteration 117Q (41943.440000 sec): 3 clusters
  Score: Raw -2515551.988379 + Penalty 4719.672802 = -2510832.315577
  nChanged 1
		SP:Iteration 118Q (41943.690000 sec): 3 clusters
  Score: Raw -2515552.230034 + Penalty 4719.672802 = -2510832.557232
  nChanged 0
		SP:Iteration 119F (41943.910000 sec): 3 clusters
  Score: Raw -2515552.230034 + Penalty 4719.672802 = -2510832.557232
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41945.120000 sec): 2 clusters
  Score: Raw -37597798.982876 + Penalty 3039.325224 = -37594759.657651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41947.020000 sec): 3 clusters
  Score: Raw -37460269.963794 + Penalty 6078.650449 = -37454191.313345
  nChanged 100930
		SP:Iteration 1F (41948.910000 sec): 3 clusters
  Score: Raw -37519821.523030 + Penalty 6078.650449 = -37513742.872582
  nChanged 6511
		SP:Iteration 2Q (41950.740000 sec): 3 clusters
  Score: Raw -37521372.707461 + Penalty 6078.650449 = -37515294.057013
  nChanged 7755
		SP:Iteration 3Q (41952.700000 sec): 3 clusters
  Score: Raw -37523759.850528 + Penalty 6078.650449 = -37517681.200079
  nChanged 9625
		SP:Iteration 4Q (41954.740000 sec): 3 clusters
  Score: Raw -37527640.638179 + Penalty 6078.650449 = -37521561.987730
  nChanged 12089
		SP:Iteration 5F (41956.630000 sec): 3 clusters
  Score: Raw -37533897.876026 + Penalty 6078.650449 = -37527819.225577
  nChanged 14572
		SP:Iteration 6F (41958.440000 sec): 3 clusters
  Score: Raw -37543505.619059 + Penalty 6078.650449 = -37537426.968611
  nChanged 16562
		SP:Iteration 7F (41960.360000 sec): 3 clusters
  Score: Raw -37556737.965020 + Penalty 6078.650449 = -37550659.314571
  nChanged 16602
		SP:Iteration 8F (41962.190000 sec): 3 clusters
  Score: Raw -37572044.903179 + Penalty 6078.650449 = -37565966.252731
  nChanged 13507
		SP:Iteration 9F (41963.990000 sec): 3 clusters
  Score: Raw -37585244.257686 + Penalty 6078.650449 = -37579165.607238
  nChanged 8310
		SP:Iteration 10Q (41965.930000 sec): 3 clusters
  Score: Raw -37593186.903698 + Penalty 6078.650449 = -37587108.253250
  nChanged 3546
		SP:Iteration 11Q (41967.750000 sec): 3 clusters
  Score: Raw -37596399.881453 + Penalty 6078.650449 = -37590321.231005
  nChanged 1213
		SP:Iteration 12Q (41969.380000 sec): 3 clusters
  Score: Raw -37597460.581216 + Penalty 6078.650449 = -37591381.930767
  nChanged 404
		SP:Iteration 13Q (41971.130000 sec): 3 clusters
  Score: Raw -37597829.379789 + Penalty 6078.650449 = -37591750.729341
  nChanged 114
		SP:Iteration 14Q (41972.810000 sec): 3 clusters
  Score: Raw -37597960.269145 + Penalty 6078.650449 = -37591881.618697
  nChanged 54
		SP:Iteration 15Q (41974.470000 sec): 3 clusters
  Score: Raw -37598028.229799 + Penalty 6078.650449 = -37591949.579351
  nChanged 40
		SP:Iteration 16Q (41976.110000 sec): 3 clusters
  Score: Raw -37598079.422591 + Penalty 6078.650449 = -37592000.772143
  nChanged 15
		SP:Iteration 17Q (41977.730000 sec): 3 clusters
  Score: Raw -37598099.073261 + Penalty 6078.650449 = -37592020.422812
  nChanged 8
		SP:Iteration 18Q (41979.370000 sec): 3 clusters
  Score: Raw -37598112.191402 + Penalty 6078.650449 = -37592033.540953
  nChanged 10
		SP:Iteration 19Q (41980.990000 sec): 3 clusters
  Score: Raw -37598120.194262 + Penalty 6078.650449 = -37592041.543813
  nChanged 7
		SP:Iteration 20F (41982.830000 sec): 3 clusters
  Score: Raw -37598125.986147 + Penalty 6078.650449 = -37592047.335699
  nChanged 2
		SP:Iteration 21Q (41984.530000 sec): 3 clusters
  Score: Raw -37598127.710266 + Penalty 6078.650449 = -37592049.059818
  nChanged 0
		SP:Iteration 22F (41986.350000 sec): 3 clusters
  Score: Raw -37598127.710266 + Penalty 6078.650449 = -37592049.059818
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41986.610000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41986.930000 sec): 3 clusters
  Score: Raw -3595625.834454 + Penalty 4936.400600 = -3590689.433855
  nChanged 9250
		SP:Iteration 1F (41987.270000 sec): 3 clusters
  Score: Raw -3600997.903166 + Penalty 4936.400600 = -3596061.502566
  nChanged 1560
		SP:Iteration 2F (41987.650000 sec): 3 clusters
  Score: Raw -3602220.925347 + Penalty 4936.400600 = -3597284.524747
  nChanged 1790
		SP:Iteration 3F (41987.950000 sec): 3 clusters
  Score: Raw -3603967.023311 + Penalty 4936.400600 = -3599030.622711
  nChanged 1816
		SP:Iteration 4F (41988.290000 sec): 3 clusters
  Score: Raw -3605856.674817 + Penalty 4936.400600 = -3600920.274218
  nChanged 1546
		SP:Iteration 5F (41988.630000 sec): 3 clusters
  Score: Raw -3607150.430364 + Penalty 4936.400600 = -3602214.029764
  nChanged 1062
		SP:Iteration 6F (41988.970000 sec): 3 clusters
  Score: Raw -3607753.425323 + Penalty 4936.400600 = -3602817.024724
  nChanged 719
		SP:Iteration 7Q (41989.310000 sec): 3 clusters
  Score: Raw -3608033.073877 + Penalty 4936.400600 = -3603096.673277
  nChanged 449
		SP:Iteration 8Q (41989.650000 sec): 3 clusters
  Score: Raw -3608160.570364 + Penalty 4936.400600 = -3603224.169765
  nChanged 310
		SP:Iteration 9Q (41989.990000 sec): 3 clusters
  Score: Raw -3608235.924635 + Penalty 4936.400600 = -3603299.524035
  nChanged 227
		SP:Iteration 10Q (41990.330000 sec): 3 clusters
  Score: Raw -3608285.484828 + Penalty 4936.400600 = -3603349.084228
  nChanged 200
		SP:Iteration 11Q (41990.670000 sec): 3 clusters
  Score: Raw -3608331.048448 + Penalty 4936.400600 = -3603394.647848
  nChanged 181
		SP:Iteration 12Q (41991.010000 sec): 3 clusters
  Score: Raw -3608368.489331 + Penalty 4936.400600 = -3603432.088731
  nChanged 161
		SP:Iteration 13Q (41991.320000 sec): 3 clusters
  Score: Raw -3608399.844867 + Penalty 4936.400600 = -3603463.444268
  nChanged 136
		SP:Iteration 14Q (41991.670000 sec): 3 clusters
  Score: Raw -3608423.490440 + Penalty 4936.400600 = -3603487.089840
  nChanged 143
		SP:Iteration 15Q (41991.990000 sec): 3 clusters
  Score: Raw -3608449.251109 + Penalty 4936.400600 = -3603512.850510
  nChanged 146
		SP:Iteration 16Q (41992.310000 sec): 3 clusters
  Score: Raw -3608472.379435 + Penalty 4936.400600 = -3603535.978835
  nChanged 137
		SP:Iteration 17Q (41992.620000 sec): 3 clusters
  Score: Raw -3608494.955119 + Penalty 4936.400600 = -3603558.554519
  nChanged 133
		SP:Iteration 18Q (41992.930000 sec): 3 clusters
  Score: Raw -3608515.188534 + Penalty 4936.400600 = -3603578.787935
  nChanged 110
		SP:Iteration 19Q (41993.270000 sec): 3 clusters
  Score: Raw -3608531.662006 + Penalty 4936.400600 = -3603595.261407
  nChanged 126
		SP:Iteration 20F (41993.570000 sec): 3 clusters
  Score: Raw -3608550.449827 + Penalty 4936.400600 = -3603614.049228
  nChanged 132
		SP:Iteration 21Q (41993.910000 sec): 3 clusters
  Score: Raw -3608571.051830 + Penalty 4936.400600 = -3603634.651231
  nChanged 129
		SP:Iteration 22Q (41994.260000 sec): 3 clusters
  Score: Raw -3608589.766809 + Penalty 4936.400600 = -3603653.366210
  nChanged 138
		SP:Iteration 23Q (41994.600000 sec): 3 clusters
  Score: Raw -3608610.088902 + Penalty 4936.400600 = -3603673.688303
  nChanged 133
		SP:Iteration 24Q (41994.870000 sec): 3 clusters
  Score: Raw -3608630.216268 + Penalty 4936.400600 = -3603693.815668
  nChanged 131
		SP:Iteration 25Q (41995.160000 sec): 3 clusters
  Score: Raw -3608651.001815 + Penalty 4936.400600 = -3603714.601216
  nChanged 146
		SP:Iteration 26Q (41995.500000 sec): 3 clusters
  Score: Raw -3608674.075149 + Penalty 4936.400600 = -3603737.674549
  nChanged 136
		SP:Iteration 27Q (41995.840000 sec): 3 clusters
  Score: Raw -3608695.213770 + Penalty 4936.400600 = -3603758.813170
  nChanged 130
		SP:Iteration 28Q (41996.180000 sec): 3 clusters
  Score: Raw -3608718.585805 + Penalty 4936.400600 = -3603782.185206
  nChanged 128
		SP:Iteration 29Q (41996.500000 sec): 3 clusters
  Score: Raw -3608740.726802 + Penalty 4936.400600 = -3603804.326202
  nChanged 123
		SP:Iteration 30Q (41996.780000 sec): 3 clusters
  Score: Raw -3608764.466634 + Penalty 4936.400600 = -3603828.066035
  nChanged 161
		SP:Iteration 31Q (41997.160000 sec): 3 clusters
  Score: Raw -3608793.483251 + Penalty 4936.400600 = -3603857.082651
  nChanged 176
		SP:Iteration 32Q (41997.500000 sec): 3 clusters
  Score: Raw -3608824.883042 + Penalty 4936.400600 = -3603888.482443
  nChanged 175
		SP:Iteration 33Q (41997.840000 sec): 3 clusters
  Score: Raw -3608854.819829 + Penalty 4936.400600 = -3603918.419230
  nChanged 164
		SP:Iteration 34Q (41998.180000 sec): 3 clusters
  Score: Raw -3608882.527522 + Penalty 4936.400600 = -3603946.126922
  nChanged 165
		SP:Iteration 35Q (41998.500000 sec): 3 clusters
  Score: Raw -3608912.051849 + Penalty 4936.400600 = -3603975.651249
  nChanged 181
		SP:Iteration 36Q (41998.840000 sec): 3 clusters
  Score: Raw -3608947.621919 + Penalty 4936.400600 = -3604011.221319
  nChanged 189
		SP:Iteration 37Q (41999.100000 sec): 3 clusters
  Score: Raw -3608983.517245 + Penalty 4936.400600 = -3604047.116646
  nChanged 185
		SP:Iteration 38Q (41999.500000 sec): 3 clusters
  Score: Raw -3609017.291322 + Penalty 4936.400600 = -3604080.890723
  nChanged 167
		SP:Iteration 39Q (41999.820000 sec): 3 clusters
  Score: Raw -3609046.923152 + Penalty 4936.400600 = -3604110.522553
  nChanged 172
		SP:Iteration 40F (42000.160000 sec): 3 clusters
  Score: Raw -3609078.947577 + Penalty 4936.400600 = -3604142.546978
  nChanged 185
		SP:Iteration 41Q (42000.450000 sec): 3 clusters
  Score: Raw -3609114.229724 + Penalty 4936.400600 = -3604177.829125
  nChanged 185
		SP:Iteration 42Q (42000.750000 sec): 3 clusters
  Score: Raw -3609148.847347 + Penalty 4936.400600 = -3604212.446747
  nChanged 187
		SP:Iteration 43Q (42001.000000 sec): 3 clusters
  Score: Raw -3609184.307251 + Penalty 4936.400600 = -3604247.906651
  nChanged 196
		SP:Iteration 44Q (42001.390000 sec): 3 clusters
  Score: Raw -3609222.473982 + Penalty 4936.400600 = -3604286.073382
  nChanged 214
		SP:Iteration 45Q (42001.730000 sec): 3 clusters
  Score: Raw -3609263.994671 + Penalty 4936.400600 = -3604327.594072
  nChanged 207
		SP:Iteration 46Q (42001.990000 sec): 3 clusters
  Score: Raw -3609306.253123 + Penalty 4936.400600 = -3604369.852524
  nChanged 195
		SP:Iteration 47Q (42002.320000 sec): 3 clusters
  Score: Raw -3609344.037892 + Penalty 4936.400600 = -3604407.637293
  nChanged 197
		SP:Iteration 48Q (42002.660000 sec): 3 clusters
  Score: Raw -3609386.808818 + Penalty 4936.400600 = -3604450.408218
  nChanged 216
		SP:Iteration 49Q (42002.980000 sec): 3 clusters
  Score: Raw -3609431.082817 + Penalty 4936.400600 = -3604494.682217
  nChanged 194
		SP:Iteration 50Q (42003.300000 sec): 3 clusters
  Score: Raw -3609470.838115 + Penalty 4936.400600 = -3604534.437515
  nChanged 213
		SP:Iteration 51Q (42003.630000 sec): 3 clusters
  Score: Raw -3609512.808788 + Penalty 4936.400600 = -3604576.408188
  nChanged 224
		SP:Iteration 52Q (42003.970000 sec): 3 clusters
  Score: Raw -3609560.292885 + Penalty 4936.400600 = -3604623.892285
  nChanged 244
		SP:Iteration 53Q (42004.270000 sec): 3 clusters
  Score: Raw -3609608.810777 + Penalty 4936.400600 = -3604672.410177
  nChanged 182
		SP:Iteration 54Q (42004.580000 sec): 3 clusters
  Score: Raw -3609641.899840 + Penalty 4936.400600 = -3604705.499241
  nChanged 175
		SP:Iteration 55Q (42004.890000 sec): 3 clusters
  Score: Raw -3609676.292816 + Penalty 4936.400600 = -3604739.892217
  nChanged 161
		SP:Iteration 56Q (42005.200000 sec): 3 clusters
  Score: Raw -3609706.471537 + Penalty 4936.400600 = -3604770.070938
  nChanged 172
		SP:Iteration 57Q (42005.530000 sec): 3 clusters
  Score: Raw -3609737.618362 + Penalty 4936.400600 = -3604801.217763
  nChanged 146
		SP:Iteration 58Q (42005.870000 sec): 3 clusters
  Score: Raw -3609762.745718 + Penalty 4936.400600 = -3604826.345118
  nChanged 139
		SP:Iteration 59Q (42006.200000 sec): 3 clusters
  Score: Raw -3609787.249258 + Penalty 4936.400600 = -3604850.848659
  nChanged 130
		SP:Iteration 60F (42006.530000 sec): 3 clusters
  Score: Raw -3609811.733032 + Penalty 4936.400600 = -3604875.332433
  nChanged 116
		SP:Iteration 61Q (42006.860000 sec): 3 clusters
  Score: Raw -3609832.891817 + Penalty 4936.400600 = -3604896.491217
  nChanged 105
		SP:Iteration 62Q (42007.190000 sec): 3 clusters
  Score: Raw -3609848.249466 + Penalty 4936.400600 = -3604911.848866
  nChanged 97
		SP:Iteration 63Q (42007.530000 sec): 3 clusters
  Score: Raw -3609863.346128 + Penalty 4936.400600 = -3604926.945529
  nChanged 87
		SP:Iteration 64Q (42007.860000 sec): 3 clusters
  Score: Raw -3609877.494234 + Penalty 4936.400600 = -3604941.093634
  nChanged 92
		SP:Iteration 65Q (42008.190000 sec): 3 clusters
  Score: Raw -3609892.441320 + Penalty 4936.400600 = -3604956.040720
  nChanged 86
		SP:Iteration 66Q (42008.510000 sec): 3 clusters
  Score: Raw -3609905.845861 + Penalty 4936.400600 = -3604969.445261
  nChanged 74
		SP:Iteration 67Q (42008.830000 sec): 3 clusters
  Score: Raw -3609916.528410 + Penalty 4936.400600 = -3604980.127811
  nChanged 64
		SP:Iteration 68Q (42009.130000 sec): 3 clusters
  Score: Raw -3609924.154206 + Penalty 4936.400600 = -3604987.753607
  nChanged 51
		SP:Iteration 69Q (42009.440000 sec): 3 clusters
  Score: Raw -3609930.639116 + Penalty 4936.400600 = -3604994.238516
  nChanged 47
		SP:Iteration 70Q (42009.780000 sec): 3 clusters
  Score: Raw -3609935.075455 + Penalty 4936.400600 = -3604998.674855
  nChanged 36
		SP:Iteration 71Q (42010.110000 sec): 3 clusters
  Score: Raw -3609939.213736 + Penalty 4936.400600 = -3605002.813137
  nChanged 38
		SP:Iteration 72Q (42010.460000 sec): 3 clusters
  Score: Raw -3609944.283964 + Penalty 4936.400600 = -3605007.883365
  nChanged 45
		SP:Iteration 73Q (42010.790000 sec): 3 clusters
  Score: Raw -3609949.535317 + Penalty 4936.400600 = -3605013.134717
  nChanged 43
		SP:Iteration 74Q (42011.120000 sec): 3 clusters
  Score: Raw -3609954.416385 + Penalty 4936.400600 = -3605018.015785
  nChanged 39
		SP:Iteration 75Q (42011.460000 sec): 3 clusters
  Score: Raw -3609957.929798 + Penalty 4936.400600 = -3605021.529198
  nChanged 17
		SP:Iteration 76Q (42011.800000 sec): 3 clusters
  Score: Raw -3609959.669379 + Penalty 4936.400600 = -3605023.268780
  nChanged 17
		SP:Iteration 77Q (42012.170000 sec): 3 clusters
  Score: Raw -3609961.068293 + Penalty 4936.400600 = -3605024.667693
  nChanged 17
		SP:Iteration 78Q (42012.470000 sec): 3 clusters
  Score: Raw -3609962.561284 + Penalty 4936.400600 = -3605026.160685
  nChanged 16
		SP:Iteration 79Q (42012.800000 sec): 3 clusters
  Score: Raw -3609963.999307 + Penalty 4936.400600 = -3605027.598708
  nChanged 19
		SP:Iteration 80F (42013.140000 sec): 3 clusters
  Score: Raw -3609965.738007 + Penalty 4936.400600 = -3605029.337408
  nChanged 15
		SP:Iteration 81Q (42013.480000 sec): 3 clusters
  Score: Raw -3609966.848029 + Penalty 4936.400600 = -3605030.447430
  nChanged 14
		SP:Iteration 82Q (42013.810000 sec): 3 clusters
  Score: Raw -3609968.376651 + Penalty 4936.400600 = -3605031.976052
  nChanged 11
		SP:Iteration 83Q (42014.140000 sec): 3 clusters
  Score: Raw -3609969.246986 + Penalty 4936.400600 = -3605032.846387
  nChanged 10
		SP:Iteration 84Q (42014.480000 sec): 3 clusters
  Score: Raw -3609970.130652 + Penalty 4936.400600 = -3605033.730053
  nChanged 7
		SP:Iteration 85Q (42014.810000 sec): 3 clusters
  Score: Raw -3609970.673687 + Penalty 4936.400600 = -3605034.273088
  nChanged 7
		SP:Iteration 86Q (42015.140000 sec): 3 clusters
  Score: Raw -3609971.300895 + Penalty 4936.400600 = -3605034.900296
  nChanged 9
		SP:Iteration 87Q (42015.480000 sec): 3 clusters
  Score: Raw -3609972.053811 + Penalty 4936.400600 = -3605035.653212
  nChanged 11
		SP:Iteration 88Q (42015.810000 sec): 3 clusters
  Score: Raw -3609972.839670 + Penalty 4936.400600 = -3605036.439071
  nChanged 6
		SP:Iteration 89Q (42016.140000 sec): 3 clusters
  Score: Raw -3609973.437557 + Penalty 4936.400600 = -3605037.036957
  nChanged 6
		SP:Iteration 90Q (42016.490000 sec): 3 clusters
  Score: Raw -3609973.749206 + Penalty 4936.400600 = -3605037.348606
  nChanged 4
		SP:Iteration 91Q (42016.810000 sec): 3 clusters
  Score: Raw -3609974.036232 + Penalty 4936.400600 = -3605037.635633
  nChanged 4
		SP:Iteration 92Q (42017.190000 sec): 3 clusters
  Score: Raw -3609974.405627 + Penalty 4936.400600 = -3605038.005028
  nChanged 3
		SP:Iteration 93Q (42017.490000 sec): 3 clusters
  Score: Raw -3609974.688791 + Penalty 4936.400600 = -3605038.288191
  nChanged 3
		SP:Iteration 94Q (42017.820000 sec): 3 clusters
  Score: Raw -3609974.961028 + Penalty 4936.400600 = -3605038.560428
  nChanged 1
		SP:Iteration 95Q (42018.160000 sec): 3 clusters
  Score: Raw -3609975.004715 + Penalty 4936.400600 = -3605038.604116
  nChanged 3
		SP:Iteration 96Q (42018.490000 sec): 3 clusters
  Score: Raw -3609975.187159 + Penalty 4936.400600 = -3605038.786559
  nChanged 3
		SP:Iteration 97Q (42018.820000 sec): 3 clusters
  Score: Raw -3609975.390685 + Penalty 4936.400600 = -3605038.990085
  nChanged 4
		SP:Iteration 98Q (42019.160000 sec): 3 clusters
  Score: Raw -3609975.654348 + Penalty 4936.400600 = -3605039.253749
  nChanged 5
		SP:Iteration 99Q (42019.490000 sec): 3 clusters
  Score: Raw -3609976.278567 + Penalty 4936.400600 = -3605039.877967
  nChanged 6
		SP:Iteration 100F (42019.820000 sec): 3 clusters
  Score: Raw -3609976.708547 + Penalty 4936.400600 = -3605040.307948
  nChanged 5
		SP:Iteration 101Q (42020.150000 sec): 3 clusters
  Score: Raw -3609977.068388 + Penalty 4936.400600 = -3605040.667788
  nChanged 4
		SP:Iteration 102Q (42020.480000 sec): 3 clusters
  Score: Raw -3609977.320377 + Penalty 4936.400600 = -3605040.919778
  nChanged 3
		SP:Iteration 103Q (42020.820000 sec): 3 clusters
  Score: Raw -3609977.589246 + Penalty 4936.400600 = -3605041.188646
  nChanged 4
		SP:Iteration 104Q (42021.140000 sec): 3 clusters
  Score: Raw -3609977.890302 + Penalty 4936.400600 = -3605041.489703
  nChanged 2
		SP:Iteration 105Q (42021.520000 sec): 3 clusters
  Score: Raw -3609977.960044 + Penalty 4936.400600 = -3605041.559445
  nChanged 1
		SP:Iteration 106Q (42021.820000 sec): 3 clusters
  Score: Raw -3609978.057391 + Penalty 4936.400600 = -3605041.656791
  nChanged 2
		SP:Iteration 107Q (42022.150000 sec): 3 clusters
  Score: Raw -3609978.237921 + Penalty 4936.400600 = -3605041.837322
  nChanged 1
		SP:Iteration 108Q (42022.480000 sec): 3 clusters
  Score: Raw -3609978.346288 + Penalty 4936.400600 = -3605041.945688
  nChanged 1
		SP:Iteration 109Q (42022.820000 sec): 3 clusters
  Score: Raw -3609978.453839 + Penalty 4936.400600 = -3605042.053239
  nChanged 1
		SP:Iteration 110Q (42023.150000 sec): 3 clusters
  Score: Raw -3609978.558429 + Penalty 4936.400600 = -3605042.157830
  nChanged 0
		SP:Iteration 111F (42023.490000 sec): 3 clusters
  Score: Raw -3609978.558429 + Penalty 4936.400600 = -3605042.157830
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42024.100000 sec): 2 clusters
  Score: Raw -17094367.122102 + Penalty 2845.001564 = -17091522.120538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42025.080000 sec): 3 clusters
  Score: Raw -17033122.940841 + Penalty 5690.003129 = -17027432.937712
  nChanged 45458
		SP:Iteration 1F (42025.980000 sec): 3 clusters
  Score: Raw -17058724.166103 + Penalty 5690.003129 = -17053034.162974
  nChanged 3114
		SP:Iteration 2Q (42026.950000 sec): 3 clusters
  Score: Raw -17059426.162487 + Penalty 5690.003129 = -17053736.159359
  nChanged 3086
		SP:Iteration 3Q (42027.940000 sec): 3 clusters
  Score: Raw -17060137.337907 + Penalty 5690.003129 = -17054447.334779
  nChanged 3062
		SP:Iteration 4Q (42029.000000 sec): 3 clusters
  Score: Raw -17060920.732833 + Penalty 5690.003129 = -17055230.729705
  nChanged 3235
		SP:Iteration 5Q (42030.060000 sec): 3 clusters
  Score: Raw -17061908.445175 + Penalty 5690.003129 = -17056218.442046
  nChanged 3589
		SP:Iteration 6Q (42031.120000 sec): 3 clusters
  Score: Raw -17063179.578787 + Penalty 5690.003129 = -17057489.575658
  nChanged 4007
		SP:Iteration 7Q (42032.180000 sec): 3 clusters
  Score: Raw -17064910.507288 + Penalty 5690.003129 = -17059220.504159
  nChanged 4645
		SP:Iteration 8Q (42033.240000 sec): 3 clusters
  Score: Raw -17067473.636637 + Penalty 5690.003129 = -17061783.633508
  nChanged 5155
		SP:Iteration 9F (42034.180000 sec): 3 clusters
  Score: Raw -17070917.263924 + Penalty 5690.003129 = -17065227.260796
  nChanged 5474
		SP:Iteration 10F (42035.170000 sec): 3 clusters
  Score: Raw -17074935.728514 + Penalty 5690.003129 = -17069245.725386
  nChanged 5104
		SP:Iteration 11F (42036.110000 sec): 3 clusters
  Score: Raw -17078720.779799 + Penalty 5690.003129 = -17073030.776670
  nChanged 4281
		SP:Iteration 12Q (42037.150000 sec): 3 clusters
  Score: Raw -17081636.553452 + Penalty 5690.003129 = -17075946.550323
  nChanged 3420
		SP:Iteration 13Q (42038.080000 sec): 3 clusters
  Score: Raw -17083699.128466 + Penalty 5690.003129 = -17078009.125337
  nChanged 2788
		SP:Iteration 14Q (42039.070000 sec): 3 clusters
  Score: Raw -17085326.889770 + Penalty 5690.003129 = -17079636.886642
  nChanged 2480
		SP:Iteration 15Q (42039.990000 sec): 3 clusters
  Score: Raw -17086822.044673 + Penalty 5690.003129 = -17081132.041544
  nChanged 2279
		SP:Iteration 16Q (42040.880000 sec): 3 clusters
  Score: Raw -17088266.812109 + Penalty 5690.003129 = -17082576.808980
  nChanged 2057
		SP:Iteration 17Q (42041.820000 sec): 3 clusters
  Score: Raw -17089671.761707 + Penalty 5690.003129 = -17083981.758579
  nChanged 1853
		SP:Iteration 18Q (42042.760000 sec): 3 clusters
  Score: Raw -17090989.807834 + Penalty 5690.003129 = -17085299.804705
  nChanged 1558
		SP:Iteration 19Q (42043.700000 sec): 3 clusters
  Score: Raw -17092153.991159 + Penalty 5690.003129 = -17086463.988030
  nChanged 1199
		SP:Iteration 20F (42044.690000 sec): 3 clusters
  Score: Raw -17093086.240536 + Penalty 5690.003129 = -17087396.237407
  nChanged 809
		SP:Iteration 21Q (42045.600000 sec): 3 clusters
  Score: Raw -17093729.124114 + Penalty 5690.003129 = -17088039.120985
  nChanged 486
		SP:Iteration 22Q (42046.510000 sec): 3 clusters
  Score: Raw -17094129.250673 + Penalty 5690.003129 = -17088439.247544
  nChanged 266
		SP:Iteration 23Q (42047.350000 sec): 3 clusters
  Score: Raw -17094361.496119 + Penalty 5690.003129 = -17088671.492990
  nChanged 154
		SP:Iteration 24Q (42048.180000 sec): 3 clusters
  Score: Raw -17094500.420080 + Penalty 5690.003129 = -17088810.416952
  nChanged 76
		SP:Iteration 25Q (42049.010000 sec): 3 clusters
  Score: Raw -17094567.501239 + Penalty 5690.003129 = -17088877.498110
  nChanged 54
		SP:Iteration 26Q (42049.840000 sec): 3 clusters
  Score: Raw -17094619.064174 + Penalty 5690.003129 = -17088929.061045
  nChanged 36
		SP:Iteration 27Q (42050.670000 sec): 3 clusters
  Score: Raw -17094655.852742 + Penalty 5690.003129 = -17088965.849613
  nChanged 21
		SP:Iteration 28Q (42051.530000 sec): 3 clusters
  Score: Raw -17094677.015544 + Penalty 5690.003129 = -17088987.012415
  nChanged 12
		SP:Iteration 29Q (42052.410000 sec): 3 clusters
  Score: Raw -17094689.305867 + Penalty 5690.003129 = -17088999.302738
  nChanged 13
		SP:Iteration 30Q (42053.230000 sec): 3 clusters
  Score: Raw -17094707.033962 + Penalty 5690.003129 = -17089017.030833
  nChanged 11
		SP:Iteration 31Q (42054.010000 sec): 3 clusters
  Score: Raw -17094721.094474 + Penalty 5690.003129 = -17089031.091345
  nChanged 6
		SP:Iteration 32Q (42054.860000 sec): 3 clusters
  Score: Raw -17094725.225742 + Penalty 5690.003129 = -17089035.222614
  nChanged 4
		SP:Iteration 33Q (42055.670000 sec): 3 clusters
  Score: Raw -17094728.636763 + Penalty 5690.003129 = -17089038.633634
  nChanged 1
		SP:Iteration 34Q (42056.540000 sec): 3 clusters
  Score: Raw -17094729.214214 + Penalty 5690.003129 = -17089039.211085
  nChanged 0
		SP:Iteration 35F (42057.450000 sec): 3 clusters
  Score: Raw -17094729.214214 + Penalty 5690.003129 = -17089039.211085
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42057.550000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42057.720000 sec): 3 clusters
  Score: Raw -82560.372472 + Penalty 3110.410262 = -79449.962210
  nChanged 106
		SP:Iteration 1F (42057.900000 sec): 3 clusters
  Score: Raw -82805.484187 + Penalty 3110.410262 = -79695.073925
  nChanged 32
		SP:Iteration 2F (42058.070000 sec): 3 clusters
  Score: Raw -82876.275850 + Penalty 3110.410262 = -79765.865588
  nChanged 19
		SP:Iteration 3Q (42058.250000 sec): 3 clusters
  Score: Raw -82913.305139 + Penalty 3110.410262 = -79802.894876
  nChanged 7
		SP:Iteration 4Q (42058.370000 sec): 3 clusters
  Score: Raw -82938.036785 + Penalty 3110.410262 = -79827.626523
  nChanged 6
		SP:Iteration 5Q (42058.540000 sec): 3 clusters
  Score: Raw -82950.835979 + Penalty 3110.410262 = -79840.425717
  nChanged 3
		SP:Iteration 6Q (42058.590000 sec): 3 clusters
  Score: Raw -82957.077569 + Penalty 3110.410262 = -79846.667307
  nChanged 0
		SP:Iteration 7F (42058.600000 sec): 3 clusters
  Score: Raw -82957.077569 + Penalty 3110.410262 = -79846.667307
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42058.630000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42058.640000 sec): 3 clusters
  Score: Raw -34422.070534 + Penalty 2645.028521 = -31777.042013
  nChanged 16
		SP:Iteration 1F (42058.650000 sec): 3 clusters
  Score: Raw -34470.440967 + Penalty 2645.028521 = -31825.412446
  nChanged 7
		SP:Iteration 2Q (42058.650000 sec): 3 clusters
  Score: Raw -34487.613860 + Penalty 2645.028521 = -31842.585339
  nChanged 1
		SP:Iteration 3Q (42058.660000 sec): 3 clusters
  Score: Raw -34490.955355 + Penalty 2645.028521 = -31845.926833
  nChanged 0
		SP:Iteration 4F (42058.670000 sec): 3 clusters
  Score: Raw -34490.955355 + Penalty 2645.028521 = -31845.926833
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42058.690000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42058.700000 sec): 3 clusters
  Score: Raw -18349.891818 + Penalty 2331.438261 = -16018.453557
  nChanged 1
		SP:Iteration 1Q (42058.710000 sec): 3 clusters
  Score: Raw -18360.512587 + Penalty 2331.438261 = -16029.074325
  nChanged 0
		SP:Iteration 2F (42058.710000 sec): 3 clusters
  Score: Raw -18360.512587 + Penalty 2331.438261 = -16029.074325
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42058.750000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42058.770000 sec): 3 clusters
  Score: Raw -79072.598376 + Penalty 3061.163496 = -76011.434879
  nChanged 83
		SP:Iteration 1F (42058.790000 sec): 3 clusters
  Score: Raw -79226.182354 + Penalty 3061.163496 = -76165.018857
  nChanged 21
		SP:Iteration 2Q (42058.810000 sec): 3 clusters
  Score: Raw -79287.442174 + Penalty 3061.163496 = -76226.278678
  nChanged 5
		SP:Iteration 3Q (42058.840000 sec): 3 clusters
  Score: Raw -79301.582439 + Penalty 3061.163496 = -76240.418943
  nChanged 4
		SP:Iteration 4Q (42058.860000 sec): 3 clusters
  Score: Raw -79306.913918 + Penalty 3061.163496 = -76245.750422
  nChanged 0
		SP:Iteration 5F (42058.880000 sec): 3 clusters
  Score: Raw -79306.913918 + Penalty 3061.163496 = -76245.750422
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42058.920000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42058.950000 sec): 3 clusters
  Score: Raw -132161.883774 + Penalty 3295.965121 = -128865.918653
  nChanged 182
		SP:Iteration 1F (42058.970000 sec): 3 clusters
  Score: Raw -132446.713104 + Penalty 3295.965121 = -129150.747983
  nChanged 42
		SP:Iteration 2F (42058.990000 sec): 3 clusters
  Score: Raw -132507.053483 + Penalty 3295.965121 = -129211.088362
  nChanged 18
		SP:Iteration 3Q (42059.020000 sec): 3 clusters
  Score: Raw -132532.686707 + Penalty 3295.965121 = -129236.721586
  nChanged 9
		SP:Iteration 4Q (42059.040000 sec): 3 clusters
  Score: Raw -132549.643948 + Penalty 3295.965121 = -129253.678827
  nChanged 10
		SP:Iteration 5Q (42059.070000 sec): 3 clusters
  Score: Raw -132565.244807 + Penalty 3295.965121 = -129269.279686
  nChanged 3
		SP:Iteration 6Q (42059.090000 sec): 3 clusters
  Score: Raw -132570.011304 + Penalty 3295.965121 = -129274.046183
  nChanged 0
		SP:Iteration 7F (42059.110000 sec): 3 clusters
  Score: Raw -132570.011304 + Penalty 3295.965121 = -129274.046183
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42059.140000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42059.150000 sec): 3 clusters
  Score: Raw -21845.550172 + Penalty 2661.524103 = -19184.026069
  nChanged 33
		SP:Iteration 1F (42059.160000 sec): 3 clusters
  Score: Raw -22030.909901 + Penalty 2661.524103 = -19369.385797
  nChanged 8
		SP:Iteration 2Q (42059.170000 sec): 3 clusters
  Score: Raw -22085.766752 + Penalty 2661.524103 = -19424.242648
  nChanged 6
		SP:Iteration 3Q (42059.170000 sec): 3 clusters
  Score: Raw -22141.296198 + Penalty 2661.524103 = -19479.772094
  nChanged 3
		SP:Iteration 4Q (42059.180000 sec): 3 clusters
  Score: Raw -22148.689778 + Penalty 2661.524103 = -19487.165674
  nChanged 0
		SP:Iteration 5F (42059.190000 sec): 3 clusters
  Score: Raw -22148.689778 + Penalty 2661.524103 = -19487.165674
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42059.230000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42059.250000 sec): 3 clusters
  Score: Raw -134276.945192 + Penalty 3288.818959 = -130988.126233
  nChanged 174
		SP:Iteration 1F (42059.270000 sec): 3 clusters
  Score: Raw -134518.971676 + Penalty 3288.818959 = -131230.152716
  nChanged 45
		SP:Iteration 2F (42059.300000 sec): 3 clusters
  Score: Raw -134591.967045 + Penalty 3288.818959 = -131303.148085
  nChanged 27
		SP:Iteration 3Q (42059.320000 sec): 3 clusters
  Score: Raw -134638.683198 + Penalty 3288.818959 = -131349.864239
  nChanged 12
		SP:Iteration 4Q (42059.340000 sec): 3 clusters
  Score: Raw -134655.293950 + Penalty 3288.818959 = -131366.474991
  nChanged 7
		SP:Iteration 5Q (42059.480000 sec): 3 clusters
  Score: Raw -134664.495664 + Penalty 3288.818959 = -131375.676705
  nChanged 4
		SP:Iteration 6Q (42059.660000 sec): 3 clusters
  Score: Raw -134668.636356 + Penalty 3288.818959 = -131379.817397
  nChanged 1
		SP:Iteration 7Q (42059.680000 sec): 3 clusters
  Score: Raw -134669.034848 + Penalty 3288.818959 = -131380.215889
  nChanged 1
		SP:Iteration 8Q (42059.700000 sec): 3 clusters
  Score: Raw -134670.615307 + Penalty 3288.818959 = -131381.796347
  nChanged 0
		SP:Iteration 9F (42059.720000 sec): 3 clusters
  Score: Raw -134670.615307 + Penalty 3288.818959 = -131381.796347
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42059.770000 sec): 2 clusters
  Score: Raw -270498.235474 + Penalty 1823.087240 = -268675.148234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42059.810000 sec): 3 clusters
  Score: Raw -270011.451077 + Penalty 3646.174480 = -266365.276596
  nChanged 473
		SP:Iteration 1F (42059.860000 sec): 3 clusters
  Score: Raw -270447.712409 + Penalty 3646.174480 = -266801.537929
  nChanged 122
		SP:Iteration 2F (42059.900000 sec): 3 clusters
  Score: Raw -270598.990991 + Penalty 3646.174480 = -266952.816511
  nChanged 82
		SP:Iteration 3F (42059.940000 sec): 3 clusters
  Score: Raw -270719.736108 + Penalty 3646.174480 = -267073.561628
  nChanged 58
		SP:Iteration 4Q (42059.980000 sec): 3 clusters
  Score: Raw -270790.994156 + Penalty 3646.174480 = -267144.819676
  nChanged 50
		SP:Iteration 5Q (42060.020000 sec): 3 clusters
  Score: Raw -270851.158346 + Penalty 3646.174480 = -267204.983866
  nChanged 42
		SP:Iteration 6Q (42060.060000 sec): 3 clusters
  Score: Raw -270902.809187 + Penalty 3646.174480 = -267256.634707
  nChanged 37
		SP:Iteration 7Q (42060.100000 sec): 3 clusters
  Score: Raw -270939.656200 + Penalty 3646.174480 = -267293.481719
  nChanged 27
		SP:Iteration 8Q (42060.140000 sec): 3 clusters
  Score: Raw -270961.516696 + Penalty 3646.174480 = -267315.342216
  nChanged 13
		SP:Iteration 9Q (42060.180000 sec): 3 clusters
  Score: Raw -270975.575007 + Penalty 3646.174480 = -267329.400526
  nChanged 15
		SP:Iteration 10Q (42060.220000 sec): 3 clusters
  Score: Raw -270986.799279 + Penalty 3646.174480 = -267340.624799
  nChanged 7
		SP:Iteration 11Q (42060.260000 sec): 3 clusters
  Score: Raw -270994.148407 + Penalty 3646.174480 = -267347.973927
  nChanged 8
		SP:Iteration 12Q (42060.300000 sec): 3 clusters
  Score: Raw -271001.418660 + Penalty 3646.174480 = -267355.244180
  nChanged 6
		SP:Iteration 13Q (42060.340000 sec): 3 clusters
  Score: Raw -271011.161714 + Penalty 3646.174480 = -267364.987234
  nChanged 8
		SP:Iteration 14Q (42060.420000 sec): 3 clusters
  Score: Raw -271016.963972 + Penalty 3646.174480 = -267370.789492
  nChanged 4
		SP:Iteration 15Q (42060.600000 sec): 3 clusters
  Score: Raw -271023.072504 + Penalty 3646.174480 = -267376.898024
  nChanged 6
		SP:Iteration 16Q (42060.770000 sec): 3 clusters
  Score: Raw -271035.156968 + Penalty 3646.174480 = -267388.982488
  nChanged 7
		SP:Iteration 17Q (42060.950000 sec): 3 clusters
  Score: Raw -271041.496644 + Penalty 3646.174480 = -267395.322164
  nChanged 5
		SP:Iteration 18Q (42061.130000 sec): 3 clusters
  Score: Raw -271045.498409 + Penalty 3646.174480 = -267399.323929
  nChanged 4
		SP:Iteration 19Q (42061.300000 sec): 3 clusters
  Score: Raw -271049.943033 + Penalty 3646.174480 = -267403.768552
  nChanged 5
		SP:Iteration 20F (42061.480000 sec): 3 clusters
  Score: Raw -271053.154611 + Penalty 3646.174480 = -267406.980130
  nChanged 5
		SP:Iteration 21Q (42061.650000 sec): 3 clusters
  Score: Raw -271055.279562 + Penalty 3646.174480 = -267409.105081
  nChanged 2
		SP:Iteration 22Q (42061.830000 sec): 3 clusters
  Score: Raw -271059.865218 + Penalty 3646.174480 = -267413.690738
  nChanged 4
		SP:Iteration 23Q (42062.010000 sec): 3 clusters
  Score: Raw -271061.192383 + Penalty 3646.174480 = -267415.017903
  nChanged 2
		SP:Iteration 24Q (42062.180000 sec): 3 clusters
  Score: Raw -271061.778075 + Penalty 3646.174480 = -267415.603595
  nChanged 0
		SP:Iteration 25F (42062.360000 sec): 3 clusters
  Score: Raw -271061.778075 + Penalty 3646.174480 = -267415.603595
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42062.450000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42062.620000 sec): 3 clusters
  Score: Raw -60016.222216 + Penalty 2975.472535 = -57040.749681
  nChanged 65
		SP:Iteration 1F (42062.800000 sec): 3 clusters
  Score: Raw -60165.622350 + Penalty 2975.472535 = -57190.149815
  nChanged 16
		SP:Iteration 2Q (42062.970000 sec): 3 clusters
  Score: Raw -60236.092608 + Penalty 2975.472535 = -57260.620073
  nChanged 5
		SP:Iteration 3Q (42063.150000 sec): 3 clusters
  Score: Raw -60249.675422 + Penalty 2975.472535 = -57274.202888
  nChanged 4
		SP:Iteration 4Q (42063.320000 sec): 3 clusters
  Score: Raw -60259.711389 + Penalty 2975.472535 = -57284.238854
  nChanged 4
		SP:Iteration 5Q (42063.490000 sec): 3 clusters
  Score: Raw -60280.027229 + Penalty 2975.472535 = -57304.554695
  nChanged 6
		SP:Iteration 6Q (42063.670000 sec): 3 clusters
  Score: Raw -60299.851738 + Penalty 2975.472535 = -57324.379203
  nChanged 3
		SP:Iteration 7Q (42063.850000 sec): 3 clusters
  Score: Raw -60309.122676 + Penalty 2975.472535 = -57333.650141
  nChanged 1
		SP:Iteration 8Q (42064.020000 sec): 3 clusters
  Score: Raw -60311.768462 + Penalty 2975.472535 = -57336.295927
  nChanged 0
		SP:Iteration 9F (42064.210000 sec): 3 clusters
  Score: Raw -60311.768462 + Penalty 2975.472535 = -57336.295927
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42064.270000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42064.450000 sec): 3 clusters
  Score: Raw -185348.175660 + Penalty 3484.225919 = -181863.949741
  nChanged 289
		SP:Iteration 1F (42064.590000 sec): 3 clusters
  Score: Raw -185698.483539 + Penalty 3484.225919 = -182214.257619
  nChanged 91
		SP:Iteration 2F (42064.610000 sec): 3 clusters
  Score: Raw -185919.316045 + Penalty 3484.225919 = -182435.090126
  nChanged 68
		SP:Iteration 3F (42064.650000 sec): 3 clusters
  Score: Raw -186082.569873 + Penalty 3484.225919 = -182598.343954
  nChanged 41
		SP:Iteration 4Q (42064.680000 sec): 3 clusters
  Score: Raw -186172.771336 + Penalty 3484.225919 = -182688.545416
  nChanged 32
		SP:Iteration 5Q (42064.710000 sec): 3 clusters
  Score: Raw -186233.935255 + Penalty 3484.225919 = -182749.709336
  nChanged 32
		SP:Iteration 6Q (42064.850000 sec): 3 clusters
  Score: Raw -186296.444688 + Penalty 3484.225919 = -182812.218769
  nChanged 30
		SP:Iteration 7Q (42064.900000 sec): 3 clusters
  Score: Raw -186353.373967 + Penalty 3484.225919 = -182869.148048
  nChanged 23
		SP:Iteration 8Q (42064.930000 sec): 3 clusters
  Score: Raw -186390.066178 + Penalty 3484.225919 = -182905.840259
  nChanged 26
		SP:Iteration 9Q (42064.960000 sec): 3 clusters
  Score: Raw -186431.582401 + Penalty 3484.225919 = -182947.356482
  nChanged 25
		SP:Iteration 10Q (42064.990000 sec): 3 clusters
  Score: Raw -186473.005705 + Penalty 3484.225919 = -182988.779786
  nChanged 14
		SP:Iteration 11Q (42065.030000 sec): 3 clusters
  Score: Raw -186492.356890 + Penalty 3484.225919 = -183008.130971
  nChanged 9
		SP:Iteration 12Q (42065.060000 sec): 3 clusters
  Score: Raw -186506.657193 + Penalty 3484.225919 = -183022.431273
  nChanged 9
		SP:Iteration 13Q (42065.090000 sec): 3 clusters
  Score: Raw -186522.575194 + Penalty 3484.225919 = -183038.349275
  nChanged 9
		SP:Iteration 14Q (42065.120000 sec): 3 clusters
  Score: Raw -186535.822681 + Penalty 3484.225919 = -183051.596762
  nChanged 11
		SP:Iteration 15Q (42065.150000 sec): 3 clusters
  Score: Raw -186553.771460 + Penalty 3484.225919 = -183069.545541
  nChanged 19
		SP:Iteration 16Q (42065.180000 sec): 3 clusters
  Score: Raw -186588.273690 + Penalty 3484.225919 = -183104.047771
  nChanged 15
		SP:Iteration 17Q (42065.210000 sec): 3 clusters
  Score: Raw -186611.103605 + Penalty 3484.225919 = -183126.877685
  nChanged 12
		SP:Iteration 18Q (42065.250000 sec): 3 clusters
  Score: Raw -186627.561676 + Penalty 3484.225919 = -183143.335757
  nChanged 4
		SP:Iteration 19Q (42065.280000 sec): 3 clusters
  Score: Raw -186632.382229 + Penalty 3484.225919 = -183148.156309
  nChanged 3
		SP:Iteration 20F (42065.310000 sec): 3 clusters
  Score: Raw -186635.070925 + Penalty 3484.225919 = -183150.845006
  nChanged 5
		SP:Iteration 21Q (42065.340000 sec): 3 clusters
  Score: Raw -186643.564404 + Penalty 3484.225919 = -183159.338485
  nChanged 3
		SP:Iteration 22Q (42065.370000 sec): 3 clusters
  Score: Raw -186647.584393 + Penalty 3484.225919 = -183163.358474
  nChanged 4
		SP:Iteration 23Q (42065.410000 sec): 3 clusters
  Score: Raw -186651.725561 + Penalty 3484.225919 = -183167.499642
  nChanged 4
		SP:Iteration 24Q (42065.530000 sec): 3 clusters
  Score: Raw -186660.083329 + Penalty 3484.225919 = -183175.857410
  nChanged 3
		SP:Iteration 25Q (42065.560000 sec): 3 clusters
  Score: Raw -186664.033893 + Penalty 3484.225919 = -183179.807973
  nChanged 4
		SP:Iteration 26Q (42065.590000 sec): 3 clusters
  Score: Raw -186670.701543 + Penalty 3484.225919 = -183186.475624
  nChanged 4
		SP:Iteration 27Q (42065.620000 sec): 3 clusters
  Score: Raw -186675.561400 + Penalty 3484.225919 = -183191.335481
  nChanged 5
		SP:Iteration 28Q (42065.650000 sec): 3 clusters
  Score: Raw -186680.168034 + Penalty 3484.225919 = -183195.942115
  nChanged 0
		SP:Iteration 29F (42065.690000 sec): 3 clusters
  Score: Raw -186680.168034 + Penalty 3484.225919 = -183195.942115
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42066.380000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42067.430000 sec): 3 clusters
  Score: Raw -19043988.850847 + Penalty 5708.960592 = -19038279.890255
  nChanged 47203
		SP:Iteration 1F (42068.450000 sec): 3 clusters
  Score: Raw -19071632.838181 + Penalty 5708.960592 = -19065923.877589
  nChanged 3974
		SP:Iteration 2Q (42069.600000 sec): 3 clusters
  Score: Raw -19073025.612644 + Penalty 5708.960592 = -19067316.652052
  nChanged 4432
		SP:Iteration 3Q (42070.710000 sec): 3 clusters
  Score: Raw -19074918.888406 + Penalty 5708.960592 = -19069209.927814
  nChanged 5073
		SP:Iteration 4F (42071.770000 sec): 3 clusters
  Score: Raw -19077437.247999 + Penalty 5708.960592 = -19071728.287407
  nChanged 5749
		SP:Iteration 5F (42072.840000 sec): 3 clusters
  Score: Raw -19080720.488348 + Penalty 5708.960592 = -19075011.527756
  nChanged 6291
		SP:Iteration 6F (42073.870000 sec): 3 clusters
  Score: Raw -19084287.954334 + Penalty 5708.960592 = -19078578.993742
  nChanged 6122
		SP:Iteration 7F (42074.890000 sec): 3 clusters
  Score: Raw -19087534.348962 + Penalty 5708.960592 = -19081825.388370
  nChanged 5416
		SP:Iteration 8F (42075.930000 sec): 3 clusters
  Score: Raw -19089985.941273 + Penalty 5708.960592 = -19084276.980681
  nChanged 4283
		SP:Iteration 9Q (42077.060000 sec): 3 clusters
  Score: Raw -19091564.122192 + Penalty 5708.960592 = -19085855.161600
  nChanged 3119
		SP:Iteration 10Q (42078.170000 sec): 3 clusters
  Score: Raw -19092464.518671 + Penalty 5708.960592 = -19086755.558079
  nChanged 2331
		SP:Iteration 11Q (42079.290000 sec): 3 clusters
  Score: Raw -19092982.368959 + Penalty 5708.960592 = -19087273.408367
  nChanged 1678
		SP:Iteration 12Q (42080.410000 sec): 3 clusters
  Score: Raw -19093316.053351 + Penalty 5708.960592 = -19087607.092759
  nChanged 1442
		SP:Iteration 13Q (42081.520000 sec): 3 clusters
  Score: Raw -19093587.226120 + Penalty 5708.960592 = -19087878.265528
  nChanged 1294
		SP:Iteration 14Q (42082.640000 sec): 3 clusters
  Score: Raw -19093826.932636 + Penalty 5708.960592 = -19088117.972044
  nChanged 1149
		SP:Iteration 15Q (42083.750000 sec): 3 clusters
  Score: Raw -19094040.436704 + Penalty 5708.960592 = -19088331.476112
  nChanged 1150
		SP:Iteration 16Q (42084.800000 sec): 3 clusters
  Score: Raw -19094259.772058 + Penalty 5708.960592 = -19088550.811466
  nChanged 1117
		SP:Iteration 17Q (42085.860000 sec): 3 clusters
  Score: Raw -19094480.073372 + Penalty 5708.960592 = -19088771.112780
  nChanged 1054
		SP:Iteration 18Q (42086.890000 sec): 3 clusters
  Score: Raw -19094700.773353 + Penalty 5708.960592 = -19088991.812761
  nChanged 1032
		SP:Iteration 19Q (42087.990000 sec): 3 clusters
  Score: Raw -19094911.889319 + Penalty 5708.960592 = -19089202.928727
  nChanged 982
		SP:Iteration 20F (42089.010000 sec): 3 clusters
  Score: Raw -19095112.494997 + Penalty 5708.960592 = -19089403.534405
  nChanged 939
		SP:Iteration 21Q (42090.090000 sec): 3 clusters
  Score: Raw -19095297.172256 + Penalty 5708.960592 = -19089588.211664
  nChanged 930
		SP:Iteration 22Q (42091.210000 sec): 3 clusters
  Score: Raw -19095479.522067 + Penalty 5708.960592 = -19089770.561475
  nChanged 966
		SP:Iteration 23Q (42092.330000 sec): 3 clusters
  Score: Raw -19095665.259640 + Penalty 5708.960592 = -19089956.299048
  nChanged 991
		SP:Iteration 24Q (42093.450000 sec): 3 clusters
  Score: Raw -19095868.327189 + Penalty 5708.960592 = -19090159.366598
  nChanged 1006
		SP:Iteration 25Q (42094.570000 sec): 3 clusters
  Score: Raw -19096078.853025 + Penalty 5708.960592 = -19090369.892433
  nChanged 1068
		SP:Iteration 26Q (42095.690000 sec): 3 clusters
  Score: Raw -19096291.083173 + Penalty 5708.960592 = -19090582.122581
  nChanged 1142
		SP:Iteration 27Q (42096.800000 sec): 3 clusters
  Score: Raw -19096535.719678 + Penalty 5708.960592 = -19090826.759086
  nChanged 1223
		SP:Iteration 28Q (42097.810000 sec): 3 clusters
  Score: Raw -19096805.974840 + Penalty 5708.960592 = -19091097.014248
  nChanged 1259
		SP:Iteration 29Q (42098.820000 sec): 3 clusters
  Score: Raw -19097090.826690 + Penalty 5708.960592 = -19091381.866098
  nChanged 1374
		SP:Iteration 30Q (42099.900000 sec): 3 clusters
  Score: Raw -19097415.389379 + Penalty 5708.960592 = -19091706.428787
  nChanged 1399
		SP:Iteration 31Q (42100.980000 sec): 3 clusters
  Score: Raw -19097771.676938 + Penalty 5708.960592 = -19092062.716346
  nChanged 1460
		SP:Iteration 32Q (42102.010000 sec): 3 clusters
  Score: Raw -19098165.915461 + Penalty 5708.960592 = -19092456.954869
  nChanged 1514
		SP:Iteration 33Q (42103.020000 sec): 3 clusters
  Score: Raw -19098605.682008 + Penalty 5708.960592 = -19092896.721416
  nChanged 1615
		SP:Iteration 34Q (42103.970000 sec): 3 clusters
  Score: Raw -19099096.372043 + Penalty 5708.960592 = -19093387.411451
  nChanged 1610
		SP:Iteration 35Q (42105.040000 sec): 3 clusters
  Score: Raw -19099595.775615 + Penalty 5708.960592 = -19093886.815023
  nChanged 1578
		SP:Iteration 36Q (42106.090000 sec): 3 clusters
  Score: Raw -19100118.759680 + Penalty 5708.960592 = -19094409.799088
  nChanged 1609
		SP:Iteration 37Q (42107.120000 sec): 3 clusters
  Score: Raw -19100697.241315 + Penalty 5708.960592 = -19094988.280723
  nChanged 1580
		SP:Iteration 38Q (42108.140000 sec): 3 clusters
  Score: Raw -19101276.184557 + Penalty 5708.960592 = -19095567.223965
  nChanged 1523
		SP:Iteration 39Q (42109.140000 sec): 3 clusters
  Score: Raw -19101846.535341 + Penalty 5708.960592 = -19096137.574749
  nChanged 1399
		SP:Iteration 40F (42110.200000 sec): 3 clusters
  Score: Raw -19102378.027216 + Penalty 5708.960592 = -19096669.066624
  nChanged 1307
		SP:Iteration 41Q (42111.160000 sec): 3 clusters
  Score: Raw -19102895.941472 + Penalty 5708.960592 = -19097186.980880
  nChanged 1291
		SP:Iteration 42Q (42112.170000 sec): 3 clusters
  Score: Raw -19103426.036462 + Penalty 5708.960592 = -19097717.075870
  nChanged 1186
		SP:Iteration 43Q (42113.090000 sec): 3 clusters
  Score: Raw -19103926.150006 + Penalty 5708.960592 = -19098217.189414
  nChanged 1121
		SP:Iteration 44Q (42114.100000 sec): 3 clusters
  Score: Raw -19104418.583490 + Penalty 5708.960592 = -19098709.622898
  nChanged 1005
		SP:Iteration 45Q (42114.970000 sec): 3 clusters
  Score: Raw -19104861.022966 + Penalty 5708.960592 = -19099152.062374
  nChanged 957
		SP:Iteration 46Q (42115.950000 sec): 3 clusters
  Score: Raw -19105300.319255 + Penalty 5708.960592 = -19099591.358663
  nChanged 874
		SP:Iteration 47Q (42116.890000 sec): 3 clusters
  Score: Raw -19105702.196456 + Penalty 5708.960592 = -19099993.235864
  nChanged 789
		SP:Iteration 48Q (42117.860000 sec): 3 clusters
  Score: Raw -19106049.300237 + Penalty 5708.960592 = -19100340.339645
  nChanged 691
		SP:Iteration 49Q (42118.810000 sec): 3 clusters
  Score: Raw -19106343.694991 + Penalty 5708.960592 = -19100634.734399
  nChanged 593
		SP:Iteration 50Q (42119.750000 sec): 3 clusters
  Score: Raw -19106587.361396 + Penalty 5708.960592 = -19100878.400804
  nChanged 513
		SP:Iteration 51Q (42120.700000 sec): 3 clusters
  Score: Raw -19106819.727338 + Penalty 5708.960592 = -19101110.766746
  nChanged 508
		SP:Iteration 52Q (42121.530000 sec): 3 clusters
  Score: Raw -19107062.440998 + Penalty 5708.960592 = -19101353.480406
  nChanged 437
		SP:Iteration 53Q (42122.370000 sec): 3 clusters
  Score: Raw -19107266.057203 + Penalty 5708.960592 = -19101557.096611
  nChanged 360
		SP:Iteration 54Q (42123.280000 sec): 3 clusters
  Score: Raw -19107419.650458 + Penalty 5708.960592 = -19101710.689866
  nChanged 322
		SP:Iteration 55Q (42124.230000 sec): 3 clusters
  Score: Raw -19107564.311612 + Penalty 5708.960592 = -19101855.351020
  nChanged 267
		SP:Iteration 56Q (42125.180000 sec): 3 clusters
  Score: Raw -19107677.558141 + Penalty 5708.960592 = -19101968.597549
  nChanged 232
		SP:Iteration 57Q (42126.130000 sec): 3 clusters
  Score: Raw -19107779.716277 + Penalty 5708.960592 = -19102070.755685
  nChanged 198
		SP:Iteration 58Q (42127.040000 sec): 3 clusters
  Score: Raw -19107863.243868 + Penalty 5708.960592 = -19102154.283276
  nChanged 165
		SP:Iteration 59Q (42127.940000 sec): 3 clusters
  Score: Raw -19107930.271463 + Penalty 5708.960592 = -19102221.310871
  nChanged 159
		SP:Iteration 60F (42128.870000 sec): 3 clusters
  Score: Raw -19107996.796377 + Penalty 5708.960592 = -19102287.835785
  nChanged 129
		SP:Iteration 61Q (42129.820000 sec): 3 clusters
  Score: Raw -19108051.457897 + Penalty 5708.960592 = -19102342.497305
  nChanged 132
		SP:Iteration 62Q (42130.730000 sec): 3 clusters
  Score: Raw -19108104.581311 + Penalty 5708.960592 = -19102395.620719
  nChanged 95
		SP:Iteration 63Q (42131.640000 sec): 3 clusters
  Score: Raw -19108139.437309 + Penalty 5708.960592 = -19102430.476717
  nChanged 82
		SP:Iteration 64Q (42132.490000 sec): 3 clusters
  Score: Raw -19108174.629694 + Penalty 5708.960592 = -19102465.669102
  nChanged 87
		SP:Iteration 65Q (42133.400000 sec): 3 clusters
  Score: Raw -19108211.768275 + Penalty 5708.960592 = -19102502.807683
  nChanged 72
		SP:Iteration 66Q (42134.310000 sec): 3 clusters
  Score: Raw -19108236.793425 + Penalty 5708.960592 = -19102527.832833
  nChanged 58
		SP:Iteration 67Q (42135.190000 sec): 3 clusters
  Score: Raw -19108255.309333 + Penalty 5708.960592 = -19102546.348741
  nChanged 44
		SP:Iteration 68Q (42136.110000 sec): 3 clusters
  Score: Raw -19108269.511167 + Penalty 5708.960592 = -19102560.550575
  nChanged 41
		SP:Iteration 69Q (42137.020000 sec): 3 clusters
  Score: Raw -19108282.201182 + Penalty 5708.960592 = -19102573.240590
  nChanged 35
		SP:Iteration 70Q (42137.930000 sec): 3 clusters
  Score: Raw -19108294.202340 + Penalty 5708.960592 = -19102585.241748
  nChanged 43
		SP:Iteration 71Q (42138.840000 sec): 3 clusters
  Score: Raw -19108309.325219 + Penalty 5708.960592 = -19102600.364627
  nChanged 38
		SP:Iteration 72Q (42139.760000 sec): 3 clusters
  Score: Raw -19108321.629024 + Penalty 5708.960592 = -19102612.668432
  nChanged 30
		SP:Iteration 73Q (42140.670000 sec): 3 clusters
  Score: Raw -19108331.959419 + Penalty 5708.960592 = -19102622.998827
  nChanged 31
		SP:Iteration 74Q (42141.580000 sec): 3 clusters
  Score: Raw -19108343.050626 + Penalty 5708.960592 = -19102634.090035
  nChanged 33
		SP:Iteration 75Q (42142.500000 sec): 3 clusters
  Score: Raw -19108351.832356 + Penalty 5708.960592 = -19102642.871764
  nChanged 13
		SP:Iteration 76Q (42143.410000 sec): 3 clusters
  Score: Raw -19108355.991072 + Penalty 5708.960592 = -19102647.030480
  nChanged 16
		SP:Iteration 77Q (42144.330000 sec): 3 clusters
  Score: Raw -19108360.521311 + Penalty 5708.960592 = -19102651.560719
  nChanged 10
		SP:Iteration 78Q (42145.240000 sec): 3 clusters
  Score: Raw -19108363.563660 + Penalty 5708.960592 = -19102654.603068
  nChanged 12
		SP:Iteration 79Q (42146.160000 sec): 3 clusters
  Score: Raw -19108367.023184 + Penalty 5708.960592 = -19102658.062592
  nChanged 12
		SP:Iteration 80F (42147.160000 sec): 3 clusters
  Score: Raw -19108370.710704 + Penalty 5708.960592 = -19102661.750112
  nChanged 10
		SP:Iteration 81Q (42148.080000 sec): 3 clusters
  Score: Raw -19108373.143439 + Penalty 5708.960592 = -19102664.182847
  nChanged 3
		SP:Iteration 82Q (42148.990000 sec): 3 clusters
  Score: Raw -19108373.965346 + Penalty 5708.960592 = -19102665.004754
  nChanged 7
		SP:Iteration 83Q (42149.910000 sec): 3 clusters
  Score: Raw -19108375.932444 + Penalty 5708.960592 = -19102666.971852
  nChanged 7
		SP:Iteration 84Q (42150.820000 sec): 3 clusters
  Score: Raw -19108378.101737 + Penalty 5708.960592 = -19102669.141146
  nChanged 8
		SP:Iteration 85Q (42151.670000 sec): 3 clusters
  Score: Raw -19108380.370485 + Penalty 5708.960592 = -19102671.409893
  nChanged 8
		SP:Iteration 86Q (42152.530000 sec): 3 clusters
  Score: Raw -19108382.774731 + Penalty 5708.960592 = -19102673.814139
  nChanged 7
		SP:Iteration 87Q (42153.430000 sec): 3 clusters
  Score: Raw -19108385.670046 + Penalty 5708.960592 = -19102676.709454
  nChanged 10
		SP:Iteration 88Q (42154.390000 sec): 3 clusters
  Score: Raw -19108388.971629 + Penalty 5708.960592 = -19102680.011037
  nChanged 11
		SP:Iteration 89Q (42155.310000 sec): 3 clusters
  Score: Raw -19108392.642178 + Penalty 5708.960592 = -19102683.681586
  nChanged 9
		SP:Iteration 90Q (42156.220000 sec): 3 clusters
  Score: Raw -19108395.912188 + Penalty 5708.960592 = -19102686.951596
  nChanged 6
		SP:Iteration 91Q (42157.130000 sec): 3 clusters
  Score: Raw -19108397.968159 + Penalty 5708.960592 = -19102689.007567
  nChanged 8
		SP:Iteration 92Q (42158.050000 sec): 3 clusters
  Score: Raw -19108401.175580 + Penalty 5708.960592 = -19102692.214988
  nChanged 13
		SP:Iteration 93Q (42158.970000 sec): 3 clusters
  Score: Raw -19108405.154428 + Penalty 5708.960592 = -19102696.193836
  nChanged 7
		SP:Iteration 94Q (42159.880000 sec): 3 clusters
  Score: Raw -19108407.188311 + Penalty 5708.960592 = -19102698.227719
  nChanged 7
		SP:Iteration 95Q (42160.820000 sec): 3 clusters
  Score: Raw -19108409.132366 + Penalty 5708.960592 = -19102700.171774
  nChanged 4
		SP:Iteration 96Q (42161.710000 sec): 3 clusters
  Score: Raw -19108410.421112 + Penalty 5708.960592 = -19102701.460520
  nChanged 4
		SP:Iteration 97Q (42162.620000 sec): 3 clusters
  Score: Raw -19108411.531492 + Penalty 5708.960592 = -19102702.570900
  nChanged 3
		SP:Iteration 98Q (42163.540000 sec): 3 clusters
  Score: Raw -19108412.324182 + Penalty 5708.960592 = -19102703.363590
  nChanged 3
		SP:Iteration 99Q (42164.450000 sec): 3 clusters
  Score: Raw -19108413.102040 + Penalty 5708.960592 = -19102704.141448
  nChanged 3
		SP:Iteration 100F (42165.490000 sec): 3 clusters
  Score: Raw -19108414.039760 + Penalty 5708.960592 = -19102705.079168
  nChanged 3
		SP:Iteration 101Q (42166.400000 sec): 3 clusters
  Score: Raw -19108414.800568 + Penalty 5708.960592 = -19102705.839976
  nChanged 2
		SP:Iteration 102Q (42167.320000 sec): 3 clusters
  Score: Raw -19108415.323503 + Penalty 5708.960592 = -19102706.362911
  nChanged 2
		SP:Iteration 103Q (42168.230000 sec): 3 clusters
  Score: Raw -19108416.269204 + Penalty 5708.960592 = -19102707.308612
  nChanged 2
		SP:Iteration 104Q (42169.150000 sec): 3 clusters
  Score: Raw -19108416.923895 + Penalty 5708.960592 = -19102707.963303
  nChanged 1
		SP:Iteration 105Q (42170.090000 sec): 3 clusters
  Score: Raw -19108417.291723 + Penalty 5708.960592 = -19102708.331131
  nChanged 2
		SP:Iteration 106Q (42171.020000 sec): 3 clusters
  Score: Raw -19108417.844817 + Penalty 5708.960592 = -19102708.884225
  nChanged 1
		SP:Iteration 107Q (42171.980000 sec): 3 clusters
  Score: Raw -19108418.079870 + Penalty 5708.960592 = -19102709.119278
  nChanged 0
		SP:Iteration 108F (42172.980000 sec): 3 clusters
  Score: Raw -19108418.079870 + Penalty 5708.960592 = -19102709.119278
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42173.070000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42173.120000 sec): 3 clusters
  Score: Raw -50649.108741 + Penalty 2829.076107 = -47820.032633
  nChanged 25
		SP:Iteration 1F (42173.140000 sec): 3 clusters
  Score: Raw -50724.111207 + Penalty 2829.076107 = -47895.035099
  nChanged 5
		SP:Iteration 2Q (42173.140000 sec): 3 clusters
  Score: Raw -50740.311090 + Penalty 2829.076107 = -47911.234983
  nChanged 3
		SP:Iteration 3Q (42173.160000 sec): 3 clusters
  Score: Raw -50746.641822 + Penalty 2829.076107 = -47917.565715
  nChanged 1
		SP:Iteration 4Q (42173.170000 sec): 3 clusters
  Score: Raw -50748.446636 + Penalty 2829.076107 = -47919.370529
  nChanged 0
		SP:Iteration 5F (42173.180000 sec): 3 clusters
  Score: Raw -50748.446636 + Penalty 2829.076107 = -47919.370529
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42173.200000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42173.210000 sec): 3 clusters
  Score: Raw -27325.195488 + Penalty 2570.164641 = -24755.030847
  nChanged 16
		SP:Iteration 1F (42173.220000 sec): 3 clusters
  Score: Raw -27404.205352 + Penalty 2570.164641 = -24834.040711
  nChanged 4
		SP:Iteration 2Q (42173.220000 sec): 3 clusters
  Score: Raw -27429.556868 + Penalty 2570.164641 = -24859.392227
  nChanged 4
		SP:Iteration 3Q (42173.230000 sec): 3 clusters
  Score: Raw -27464.462498 + Penalty 2570.164641 = -24894.297858
  nChanged 2
		SP:Iteration 4Q (42173.240000 sec): 3 clusters
  Score: Raw -27480.406807 + Penalty 2570.164641 = -24910.242166
  nChanged 0
		SP:Iteration 5F (42173.250000 sec): 3 clusters
  Score: Raw -27480.406807 + Penalty 2570.164641 = -24910.242166
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42173.270000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42173.280000 sec): 3 clusters
  Score: Raw -48037.172756 + Penalty 2810.547637 = -45226.625118
  nChanged 31
		SP:Iteration 1F (42173.290000 sec): 3 clusters
  Score: Raw -48136.259367 + Penalty 2810.547637 = -45325.711729
  nChanged 2
		SP:Iteration 2Q (42173.300000 sec): 3 clusters
  Score: Raw -48149.376920 + Penalty 2810.547637 = -45338.829283
  nChanged 2
		SP:Iteration 3Q (42173.320000 sec): 3 clusters
  Score: Raw -48156.415158 + Penalty 2810.547637 = -45345.867521
  nChanged 0
		SP:Iteration 4F (42173.320000 sec): 3 clusters
  Score: Raw -48156.415158 + Penalty 2810.547637 = -45345.867521
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42173.360000 sec): 2 clusters
  Score: Raw -151376.643499 + Penalty 1691.364058 = -149685.279441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42173.390000 sec): 3 clusters
  Score: Raw -151239.486434 + Penalty 3382.728117 = -147856.758317
  nChanged 250
		SP:Iteration 1F (42173.420000 sec): 3 clusters
  Score: Raw -151794.954936 + Penalty 3382.728117 = -148412.226819
  nChanged 114
		SP:Iteration 2F (42173.450000 sec): 3 clusters
  Score: Raw -152176.235348 + Penalty 3382.728117 = -148793.507231
  nChanged 75
		SP:Iteration 3F (42173.480000 sec): 3 clusters
  Score: Raw -152459.868076 + Penalty 3382.728117 = -149077.139959
  nChanged 55
		SP:Iteration 4F (42173.520000 sec): 3 clusters
  Score: Raw -152665.735983 + Penalty 3382.728117 = -149283.007866
  nChanged 34
		SP:Iteration 5Q (42173.540000 sec): 3 clusters
  Score: Raw -152768.277837 + Penalty 3382.728117 = -149385.549720
  nChanged 26
		SP:Iteration 6Q (42173.580000 sec): 3 clusters
  Score: Raw -152867.824717 + Penalty 3382.728117 = -149485.096600
  nChanged 21
		SP:Iteration 7Q (42173.610000 sec): 3 clusters
  Score: Raw -152939.078732 + Penalty 3382.728117 = -149556.350615
  nChanged 18
		SP:Iteration 8Q (42173.640000 sec): 3 clusters
  Score: Raw -152994.959406 + Penalty 3382.728117 = -149612.231289
  nChanged 16
		SP:Iteration 9Q (42173.670000 sec): 3 clusters
  Score: Raw -153039.558297 + Penalty 3382.728117 = -149656.830180
  nChanged 13
		SP:Iteration 10Q (42173.700000 sec): 3 clusters
  Score: Raw -153077.221643 + Penalty 3382.728117 = -149694.493526
  nChanged 15
		SP:Iteration 11Q (42173.730000 sec): 3 clusters
  Score: Raw -153116.620416 + Penalty 3382.728117 = -149733.892299
  nChanged 12
		SP:Iteration 12Q (42173.760000 sec): 3 clusters
  Score: Raw -153141.744961 + Penalty 3382.728117 = -149759.016844
  nChanged 9
		SP:Iteration 13Q (42173.790000 sec): 3 clusters
  Score: Raw -153166.657755 + Penalty 3382.728117 = -149783.929638
  nChanged 5
		SP:Iteration 14Q (42173.820000 sec): 3 clusters
  Score: Raw -153177.176560 + Penalty 3382.728117 = -149794.448443
  nChanged 3
		SP:Iteration 15Q (42173.850000 sec): 3 clusters
  Score: Raw -153183.434005 + Penalty 3382.728117 = -149800.705888
  nChanged 3
		SP:Iteration 16Q (42173.880000 sec): 3 clusters
  Score: Raw -153188.866297 + Penalty 3382.728117 = -149806.138180
  nChanged 3
		SP:Iteration 17Q (42173.910000 sec): 3 clusters
  Score: Raw -153196.999503 + Penalty 3382.728117 = -149814.271386
  nChanged 2
		SP:Iteration 18Q (42173.940000 sec): 3 clusters
  Score: Raw -153202.442897 + Penalty 3382.728117 = -149819.714780
  nChanged 2
		SP:Iteration 19Q (42173.970000 sec): 3 clusters
  Score: Raw -153206.497738 + Penalty 3382.728117 = -149823.769621
  nChanged 0
		SP:Iteration 20F (42174.000000 sec): 3 clusters
  Score: Raw -153206.497738 + Penalty 3382.728117 = -149823.769621
  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 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42174.050000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42174.060000 sec): 3 clusters
  Score: Raw -45070.210094 + Penalty 2927.706133 = -42142.503960
  nChanged 71
		SP:Iteration 1F (42174.080000 sec): 3 clusters
  Score: Raw -45233.931545 + Penalty 2927.706133 = -42306.225412
  nChanged 24
		SP:Iteration 2F (42174.100000 sec): 3 clusters
  Score: Raw -45317.865537 + Penalty 2927.706133 = -42390.159404
  nChanged 18
		SP:Iteration 3Q (42174.110000 sec): 3 clusters
  Score: Raw -45368.183011 + Penalty 2927.706133 = -42440.476878
  nChanged 11
		SP:Iteration 4Q (42174.120000 sec): 3 clusters
  Score: Raw -45394.545433 + Penalty 2927.706133 = -42466.839300
  nChanged 8
		SP:Iteration 5Q (42174.140000 sec): 3 clusters
  Score: Raw -45423.549719 + Penalty 2927.706133 = -42495.843586
  nChanged 4
		SP:Iteration 6Q (42174.160000 sec): 3 clusters
  Score: Raw -45441.018690 + Penalty 2927.706133 = -42513.312557
  nChanged 2
		SP:Iteration 7Q (42174.170000 sec): 3 clusters
  Score: Raw -45444.546986 + Penalty 2927.706133 = -42516.840853
  nChanged 3
		SP:Iteration 8Q (42174.180000 sec): 3 clusters
  Score: Raw -45467.887339 + Penalty 2927.706133 = -42540.181206
  nChanged 2
		SP:Iteration 9Q (42174.200000 sec): 3 clusters
  Score: Raw -45471.131330 + Penalty 2927.706133 = -42543.425197
  nChanged 0
		SP:Iteration 10F (42174.210000 sec): 3 clusters
  Score: Raw -45471.131330 + Penalty 2927.706133 = -42543.425197
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42174.410000 sec): 2 clusters
  Score: Raw -2770033.035968 + Penalty 2403.039482 = -2767629.996486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42174.710000 sec): 3 clusters
  Score: Raw -2760935.598364 + Penalty 4806.078963 = -2756129.519401
  nChanged 6951
		SP:Iteration 1F (42175.020000 sec): 3 clusters
  Score: Raw -2764599.193893 + Penalty 4806.078963 = -2759793.114930
  nChanged 982
		SP:Iteration 2F (42175.320000 sec): 3 clusters
  Score: Raw -2765001.273831 + Penalty 4806.078963 = -2760195.194868
  nChanged 778
		SP:Iteration 3Q (42175.620000 sec): 3 clusters
  Score: Raw -2765299.435431 + Penalty 4806.078963 = -2760493.356468
  nChanged 680
		SP:Iteration 4Q (42175.970000 sec): 3 clusters
  Score: Raw -2765581.342079 + Penalty 4806.078963 = -2760775.263116
  nChanged 660
		SP:Iteration 5Q (42176.270000 sec): 3 clusters
  Score: Raw -2765874.690541 + Penalty 4806.078963 = -2761068.611578
  nChanged 647
		SP:Iteration 6Q (42176.620000 sec): 3 clusters
  Score: Raw -2766175.254759 + Penalty 4806.078963 = -2761369.175796
  nChanged 661
		SP:Iteration 7Q (42176.920000 sec): 3 clusters
  Score: Raw -2766519.963250 + Penalty 4806.078963 = -2761713.884287
  nChanged 703
		SP:Iteration 8Q (42177.270000 sec): 3 clusters
  Score: Raw -2766919.745253 + Penalty 4806.078963 = -2762113.666290
  nChanged 726
		SP:Iteration 9Q (42177.570000 sec): 3 clusters
  Score: Raw -2767365.844768 + Penalty 4806.078963 = -2762559.765805
  nChanged 740
		SP:Iteration 10Q (42177.920000 sec): 3 clusters
  Score: Raw -2767876.451450 + Penalty 4806.078963 = -2763070.372487
  nChanged 723
		SP:Iteration 11Q (42178.220000 sec): 3 clusters
  Score: Raw -2768453.152025 + Penalty 4806.078963 = -2763647.073062
  nChanged 663
		SP:Iteration 12Q (42178.560000 sec): 3 clusters
  Score: Raw -2769037.487929 + Penalty 4806.078963 = -2764231.408966
  nChanged 540
		SP:Iteration 13Q (42178.870000 sec): 3 clusters
  Score: Raw -2769524.726191 + Penalty 4806.078963 = -2764718.647228
  nChanged 390
		SP:Iteration 14Q (42179.210000 sec): 3 clusters
  Score: Raw -2769885.070740 + Penalty 4806.078963 = -2765078.991777
  nChanged 293
		SP:Iteration 15Q (42179.520000 sec): 3 clusters
  Score: Raw -2770131.248616 + Penalty 4806.078963 = -2765325.169653
  nChanged 209
		SP:Iteration 16Q (42179.870000 sec): 3 clusters
  Score: Raw -2770304.258826 + Penalty 4806.078963 = -2765498.179862
  nChanged 165
		SP:Iteration 17Q (42180.130000 sec): 3 clusters
  Score: Raw -2770433.681293 + Penalty 4806.078963 = -2765627.602330
  nChanged 133
		SP:Iteration 18Q (42180.390000 sec): 3 clusters
  Score: Raw -2770521.992137 + Penalty 4806.078963 = -2765715.913174
  nChanged 89
		SP:Iteration 19Q (42180.640000 sec): 3 clusters
  Score: Raw -2770580.322320 + Penalty 4806.078963 = -2765774.243357
  nChanged 62
		SP:Iteration 20F (42180.950000 sec): 3 clusters
  Score: Raw -2770609.038463 + Penalty 4806.078963 = -2765802.959500
  nChanged 44
		SP:Iteration 21Q (42181.250000 sec): 3 clusters
  Score: Raw -2770634.086926 + Penalty 4806.078963 = -2765828.007963
  nChanged 36
		SP:Iteration 22Q (42181.510000 sec): 3 clusters
  Score: Raw -2770657.627110 + Penalty 4806.078963 = -2765851.548147
  nChanged 17
		SP:Iteration 23Q (42181.770000 sec): 3 clusters
  Score: Raw -2770670.486660 + Penalty 4806.078963 = -2765864.407697
  nChanged 21
		SP:Iteration 24Q (42182.030000 sec): 3 clusters
  Score: Raw -2770686.116259 + Penalty 4806.078963 = -2765880.037296
  nChanged 25
		SP:Iteration 25Q (42182.290000 sec): 3 clusters
  Score: Raw -2770699.523001 + Penalty 4806.078963 = -2765893.444038
  nChanged 22
		SP:Iteration 26Q (42182.540000 sec): 3 clusters
  Score: Raw -2770712.924726 + Penalty 4806.078963 = -2765906.845763
  nChanged 27
		SP:Iteration 27Q (42182.800000 sec): 3 clusters
  Score: Raw -2770726.258904 + Penalty 4806.078963 = -2765920.179941
  nChanged 20
		SP:Iteration 28Q (42183.060000 sec): 3 clusters
  Score: Raw -2770739.113881 + Penalty 4806.078963 = -2765933.034918
  nChanged 20
		SP:Iteration 29Q (42183.320000 sec): 3 clusters
  Score: Raw -2770751.250848 + Penalty 4806.078963 = -2765945.171885
  nChanged 20
		SP:Iteration 30Q (42183.580000 sec): 3 clusters
  Score: Raw -2770762.981939 + Penalty 4806.078963 = -2765956.902976
  nChanged 16
		SP:Iteration 31Q (42183.830000 sec): 3 clusters
  Score: Raw -2770773.166948 + Penalty 4806.078963 = -2765967.087985
  nChanged 13
		SP:Iteration 32Q (42184.130000 sec): 3 clusters
  Score: Raw -2770780.001844 + Penalty 4806.078963 = -2765973.922881
  nChanged 12
		SP:Iteration 33Q (42184.430000 sec): 3 clusters
  Score: Raw -2770787.861270 + Penalty 4806.078963 = -2765981.782307
  nChanged 12
		SP:Iteration 34Q (42184.730000 sec): 3 clusters
  Score: Raw -2770795.087858 + Penalty 4806.078963 = -2765989.008895
  nChanged 9
		SP:Iteration 35Q (42184.990000 sec): 3 clusters
  Score: Raw -2770799.871932 + Penalty 4806.078963 = -2765993.792969
  nChanged 6
		SP:Iteration 36Q (42185.250000 sec): 3 clusters
  Score: Raw -2770803.073975 + Penalty 4806.078963 = -2765996.995012
  nChanged 8
		SP:Iteration 37Q (42185.510000 sec): 3 clusters
  Score: Raw -2770808.618864 + Penalty 4806.078963 = -2766002.539901
  nChanged 9
		SP:Iteration 38Q (42185.810000 sec): 3 clusters
  Score: Raw -2770814.801834 + Penalty 4806.078963 = -2766008.722871
  nChanged 6
		SP:Iteration 39Q (42186.110000 sec): 3 clusters
  Score: Raw -2770817.234248 + Penalty 4806.078963 = -2766011.155285
  nChanged 8
		SP:Iteration 40F (42186.380000 sec): 3 clusters
  Score: Raw -2770821.363115 + Penalty 4806.078963 = -2766015.284152
  nChanged 8
		SP:Iteration 41Q (42186.640000 sec): 3 clusters
  Score: Raw -2770826.887469 + Penalty 4806.078963 = -2766020.808506
  nChanged 11
		SP:Iteration 42Q (42186.900000 sec): 3 clusters
  Score: Raw -2770833.757507 + Penalty 4806.078963 = -2766027.678544
  nChanged 11
		SP:Iteration 43Q (42187.170000 sec): 3 clusters
  Score: Raw -2770838.094345 + Penalty 4806.078963 = -2766032.015382
  nChanged 7
		SP:Iteration 44Q (42187.430000 sec): 3 clusters
  Score: Raw -2770842.813502 + Penalty 4806.078963 = -2766036.734539
  nChanged 7
		SP:Iteration 45Q (42187.690000 sec): 3 clusters
  Score: Raw -2770846.283926 + Penalty 4806.078963 = -2766040.204963
  nChanged 4
		SP:Iteration 46Q (42187.980000 sec): 3 clusters
  Score: Raw -2770847.768288 + Penalty 4806.078963 = -2766041.689325
  nChanged 0
		SP:Iteration 47F (42188.280000 sec): 3 clusters
  Score: Raw -2770847.768288 + Penalty 4806.078963 = -2766041.689325
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42188.390000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42188.410000 sec): 3 clusters
  Score: Raw -18855.988418 + Penalty 2686.385799 = -16169.602618
  nChanged 41
		SP:Iteration 1F (42188.420000 sec): 3 clusters
  Score: Raw -19021.795983 + Penalty 2686.385799 = -16335.410184
  nChanged 7
		SP:Iteration 2Q (42188.420000 sec): 3 clusters
  Score: Raw -19073.349192 + Penalty 2686.385799 = -16386.963393
  nChanged 5
		SP:Iteration 3Q (42188.430000 sec): 3 clusters
  Score: Raw -19103.487764 + Penalty 2686.385799 = -16417.101965
  nChanged 1
		SP:Iteration 4Q (42188.440000 sec): 3 clusters
  Score: Raw -19106.470712 + Penalty 2686.385799 = -16420.084912
  nChanged 0
		SP:Iteration 5F (42188.450000 sec): 3 clusters
  Score: Raw -19106.470712 + Penalty 2686.385799 = -16420.084912
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42188.470000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42188.480000 sec): 3 clusters
  Score: Raw -25069.946128 + Penalty 2575.706598 = -22494.239530
  nChanged 14
		SP:Iteration 1F (42188.480000 sec): 3 clusters
  Score: Raw -25154.529981 + Penalty 2575.706598 = -22578.823383
  nChanged 3
		SP:Iteration 2Q (42188.490000 sec): 3 clusters
  Score: Raw -25171.904393 + Penalty 2575.706598 = -22596.197795
  nChanged 1
		SP:Iteration 3Q (42188.500000 sec): 3 clusters
  Score: Raw -25180.440015 + Penalty 2575.706598 = -22604.733417
  nChanged 2
		SP:Iteration 4Q (42188.510000 sec): 3 clusters
  Score: Raw -25192.728891 + Penalty 2575.706598 = -22617.022292
  nChanged 3
		SP:Iteration 5Q (42188.520000 sec): 3 clusters
  Score: Raw -25211.736004 + Penalty 2575.706598 = -22636.029406
  nChanged 1
		SP:Iteration 6Q (42188.520000 sec): 3 clusters
  Score: Raw -25217.649683 + Penalty 2575.706598 = -22641.943085
  nChanged 0
		SP:Iteration 7F (42188.530000 sec): 3 clusters
  Score: Raw -25217.649683 + Penalty 2575.706598 = -22641.943085
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42188.550000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42188.560000 sec): 3 clusters
  Score: Raw -20220.568140 + Penalty 2544.429763 = -17676.138377
  nChanged 26
		SP:Iteration 1F (42188.570000 sec): 3 clusters
  Score: Raw -20461.226667 + Penalty 2544.429763 = -17916.796904
  nChanged 6
		SP:Iteration 2Q (42188.580000 sec): 3 clusters
  Score: Raw -20517.325037 + Penalty 2544.429763 = -17972.895274
  nChanged 2
		SP:Iteration 3Q (42188.580000 sec): 3 clusters
  Score: Raw -20535.226589 + Penalty 2544.429763 = -17990.796827
  nChanged 1
		SP:Iteration 4Q (42188.590000 sec): 3 clusters
  Score: Raw -20540.599516 + Penalty 2544.429763 = -17996.169753
  nChanged 0
		SP:Iteration 5F (42188.600000 sec): 3 clusters
  Score: Raw -20540.599516 + Penalty 2544.429763 = -17996.169753
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42188.630000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42188.650000 sec): 3 clusters
  Score: Raw -71981.663984 + Penalty 2992.410766 = -68989.253218
  nChanged 63
		SP:Iteration 1F (42188.670000 sec): 3 clusters
  Score: Raw -72122.277200 + Penalty 2992.410766 = -69129.866434
  nChanged 18
		SP:Iteration 2Q (42188.680000 sec): 3 clusters
  Score: Raw -72176.607435 + Penalty 2992.410766 = -69184.196669
  nChanged 11
		SP:Iteration 3Q (42188.700000 sec): 3 clusters
  Score: Raw -72203.567363 + Penalty 2992.410766 = -69211.156597
  nChanged 0
		SP:Iteration 4F (42188.720000 sec): 3 clusters
  Score: Raw -72203.567363 + Penalty 2992.410766 = -69211.156597
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42188.950000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42189.300000 sec): 3 clusters
  Score: Raw -3694321.563506 + Penalty 4939.930361 = -3689381.633145
  nChanged 9315
		SP:Iteration 1F (42189.630000 sec): 3 clusters
  Score: Raw -3699489.406481 + Penalty 4939.930361 = -3694549.476120
  nChanged 1214
		SP:Iteration 2F (42189.940000 sec): 3 clusters
  Score: Raw -3700028.260782 + Penalty 4939.930361 = -3695088.330421
  nChanged 1134
		SP:Iteration 3F (42190.290000 sec): 3 clusters
  Score: Raw -3700545.815719 + Penalty 4939.930361 = -3695605.885358
  nChanged 1145
		SP:Iteration 4F (42190.530000 sec): 3 clusters
  Score: Raw -3701149.741755 + Penalty 4939.930361 = -3696209.811394
  nChanged 1196
		SP:Iteration 5F (42190.860000 sec): 3 clusters
  Score: Raw -3701873.978810 + Penalty 4939.930361 = -3696934.048448
  nChanged 1342
		SP:Iteration 6F (42191.230000 sec): 3 clusters
  Score: Raw -3702790.898746 + Penalty 4939.930361 = -3697850.968385
  nChanged 1353
		SP:Iteration 7F (42191.580000 sec): 3 clusters
  Score: Raw -3703820.500115 + Penalty 4939.930361 = -3698880.569754
  nChanged 1233
		SP:Iteration 8F (42191.910000 sec): 3 clusters
  Score: Raw -3704784.965593 + Penalty 4939.930361 = -3699845.035231
  nChanged 954
		SP:Iteration 9Q (42192.300000 sec): 3 clusters
  Score: Raw -3705524.893969 + Penalty 4939.930361 = -3700584.963608
  nChanged 697
		SP:Iteration 10Q (42192.640000 sec): 3 clusters
  Score: Raw -3706059.290492 + Penalty 4939.930361 = -3701119.360131
  nChanged 459
		SP:Iteration 11Q (42193.030000 sec): 3 clusters
  Score: Raw -3706428.364462 + Penalty 4939.930361 = -3701488.434101
  nChanged 297
		SP:Iteration 12Q (42193.370000 sec): 3 clusters
  Score: Raw -3706675.896171 + Penalty 4939.930361 = -3701735.965810
  nChanged 194
		SP:Iteration 13Q (42193.720000 sec): 3 clusters
  Score: Raw -3706836.206770 + Penalty 4939.930361 = -3701896.276409
  nChanged 143
		SP:Iteration 14Q (42194.030000 sec): 3 clusters
  Score: Raw -3706979.766289 + Penalty 4939.930361 = -3702039.835928
  nChanged 99
		SP:Iteration 15Q (42194.380000 sec): 3 clusters
  Score: Raw -3707160.559274 + Penalty 4939.930361 = -3702220.628913
  nChanged 80
		SP:Iteration 16Q (42194.720000 sec): 3 clusters
  Score: Raw -3707370.297761 + Penalty 4939.930361 = -3702430.367400
  nChanged 65
		SP:Iteration 17Q (42195.070000 sec): 3 clusters
  Score: Raw -3707477.969126 + Penalty 4939.930361 = -3702538.038765
  nChanged 61
		SP:Iteration 18Q (42195.410000 sec): 3 clusters
  Score: Raw -3707521.679837 + Penalty 4939.930361 = -3702581.749476
  nChanged 42
		SP:Iteration 19Q (42195.750000 sec): 3 clusters
  Score: Raw -3707554.550104 + Penalty 4939.930361 = -3702614.619743
  nChanged 30
		SP:Iteration 20F (42196.130000 sec): 3 clusters
  Score: Raw -3707579.397539 + Penalty 4939.930361 = -3702639.467177
  nChanged 22
		SP:Iteration 21Q (42196.470000 sec): 3 clusters
  Score: Raw -3707588.377455 + Penalty 4939.930361 = -3702648.447094
  nChanged 12
		SP:Iteration 22Q (42196.810000 sec): 3 clusters
  Score: Raw -3707593.448816 + Penalty 4939.930361 = -3702653.518454
  nChanged 7
		SP:Iteration 23Q (42197.160000 sec): 3 clusters
  Score: Raw -3707595.830820 + Penalty 4939.930361 = -3702655.900459
  nChanged 4
		SP:Iteration 24Q (42197.500000 sec): 3 clusters
  Score: Raw -3707596.725773 + Penalty 4939.930361 = -3702656.795411
  nChanged 1
		SP:Iteration 25Q (42197.850000 sec): 3 clusters
  Score: Raw -3707596.992971 + Penalty 4939.930361 = -3702657.062610
  nChanged 0
		SP:Iteration 26F (42198.190000 sec): 3 clusters
  Score: Raw -3707596.992971 + Penalty 4939.930361 = -3702657.062610
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42198.290000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42198.300000 sec): 3 clusters
  Score: Raw -40752.828650 + Penalty 2773.129542 = -37979.699108
  nChanged 44
		SP:Iteration 1F (42198.310000 sec): 3 clusters
  Score: Raw -40953.800405 + Penalty 2773.129542 = -38180.670863
  nChanged 10
		SP:Iteration 2Q (42198.310000 sec): 3 clusters
  Score: Raw -41028.358932 + Penalty 2773.129542 = -38255.229390
  nChanged 4
		SP:Iteration 3Q (42198.320000 sec): 3 clusters
  Score: Raw -41104.252605 + Penalty 2773.129542 = -38331.123062
  nChanged 2
		SP:Iteration 4Q (42198.330000 sec): 3 clusters
  Score: Raw -41110.854985 + Penalty 2773.129542 = -38337.725443
  nChanged 2
		SP:Iteration 5Q (42198.340000 sec): 3 clusters
  Score: Raw -41119.823812 + Penalty 2773.129542 = -38346.694269
  nChanged 3
		SP:Iteration 6Q (42198.350000 sec): 3 clusters
  Score: Raw -41134.225065 + Penalty 2773.129542 = -38361.095523
  nChanged 2
		SP:Iteration 7Q (42198.350000 sec): 3 clusters
  Score: Raw -41161.953833 + Penalty 2773.129542 = -38388.824290
  nChanged 2
		SP:Iteration 8Q (42198.360000 sec): 3 clusters
  Score: Raw -41173.805411 + Penalty 2773.129542 = -38400.675869
  nChanged 2
		SP:Iteration 9Q (42198.370000 sec): 3 clusters
  Score: Raw -41182.862669 + Penalty 2773.129542 = -38409.733127
  nChanged 3
		SP:Iteration 10Q (42198.380000 sec): 3 clusters
  Score: Raw -41201.119687 + Penalty 2773.129542 = -38427.990145
  nChanged 3
		SP:Iteration 11Q (42198.390000 sec): 3 clusters
  Score: Raw -41221.148381 + Penalty 2773.129542 = -38448.018839
  nChanged 3
		SP:Iteration 12Q (42198.390000 sec): 3 clusters
  Score: Raw -41237.508547 + Penalty 2773.129542 = -38464.379005
  nChanged 1
		SP:Iteration 13Q (42198.400000 sec): 3 clusters
  Score: Raw -41238.907118 + Penalty 2773.129542 = -38465.777576
  nChanged 0
		SP:Iteration 14F (42198.410000 sec): 3 clusters
  Score: Raw -41238.907118 + Penalty 2773.129542 = -38465.777576
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42198.450000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42198.470000 sec): 3 clusters
  Score: Raw -110496.147196 + Penalty 3200.216281 = -107295.930914
  nChanged 141
		SP:Iteration 1F (42198.490000 sec): 3 clusters
  Score: Raw -110714.480355 + Penalty 3200.216281 = -107514.264074
  nChanged 28
		SP:Iteration 2Q (42198.520000 sec): 3 clusters
  Score: Raw -110761.026841 + Penalty 3200.216281 = -107560.810559
  nChanged 17
		SP:Iteration 3Q (42198.540000 sec): 3 clusters
  Score: Raw -110799.859266 + Penalty 3200.216281 = -107599.642985
  nChanged 12
		SP:Iteration 4Q (42198.560000 sec): 3 clusters
  Score: Raw -110829.004822 + Penalty 3200.216281 = -107628.788541
  nChanged 11
		SP:Iteration 5Q (42198.590000 sec): 3 clusters
  Score: Raw -110856.833088 + Penalty 3200.216281 = -107656.616806
  nChanged 17
		SP:Iteration 6Q (42198.610000 sec): 3 clusters
  Score: Raw -110891.201506 + Penalty 3200.216281 = -107690.985224
  nChanged 10
		SP:Iteration 7Q (42198.630000 sec): 3 clusters
  Score: Raw -110923.159656 + Penalty 3200.216281 = -107722.943374
  nChanged 12
		SP:Iteration 8Q (42198.660000 sec): 3 clusters
  Score: Raw -110959.052753 + Penalty 3200.216281 = -107758.836471
  nChanged 18
		SP:Iteration 9Q (42198.680000 sec): 3 clusters
  Score: Raw -111002.615039 + Penalty 3200.216281 = -107802.398757
  nChanged 9
		SP:Iteration 10Q (42198.700000 sec): 3 clusters
  Score: Raw -111019.323599 + Penalty 3200.216281 = -107819.107317
  nChanged 7
		SP:Iteration 11Q (42198.730000 sec): 3 clusters
  Score: Raw -111030.506894 + Penalty 3200.216281 = -107830.290613
  nChanged 3
		SP:Iteration 12Q (42198.750000 sec): 3 clusters
  Score: Raw -111035.308510 + Penalty 3200.216281 = -107835.092228
  nChanged 2
		SP:Iteration 13Q (42198.770000 sec): 3 clusters
  Score: Raw -111039.552579 + Penalty 3200.216281 = -107839.336298
  nChanged 3
		SP:Iteration 14Q (42198.800000 sec): 3 clusters
  Score: Raw -111046.357348 + Penalty 3200.216281 = -107846.141067
  nChanged 1
		SP:Iteration 15Q (42198.820000 sec): 3 clusters
  Score: Raw -111052.911590 + Penalty 3200.216281 = -107852.695309
  nChanged 0
		SP:Iteration 16F (42198.840000 sec): 3 clusters
  Score: Raw -111052.911590 + Penalty 3200.216281 = -107852.695309
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42198.870000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42198.880000 sec): 3 clusters
  Score: Raw -30078.155725 + Penalty 2642.626580 = -27435.529145
  nChanged 13
		SP:Iteration 1F (42198.890000 sec): 3 clusters
  Score: Raw -30141.120056 + Penalty 2642.626580 = -27498.493476
  nChanged 5
		SP:Iteration 2Q (42198.900000 sec): 3 clusters
  Score: Raw -30164.443172 + Penalty 2642.626580 = -27521.816592
  nChanged 1
		SP:Iteration 3Q (42198.910000 sec): 3 clusters
  Score: Raw -30169.517700 + Penalty 2642.626580 = -27526.891120
  nChanged 2
		SP:Iteration 4Q (42198.910000 sec): 3 clusters
  Score: Raw -30177.062924 + Penalty 2642.626580 = -27534.436344
  nChanged 3
		SP:Iteration 5Q (42198.920000 sec): 3 clusters
  Score: Raw -30194.745811 + Penalty 2642.626580 = -27552.119232
  nChanged 1
		SP:Iteration 6Q (42198.930000 sec): 3 clusters
  Score: Raw -30199.048383 + Penalty 2642.626580 = -27556.421803
  nChanged 0
		SP:Iteration 7F (42198.940000 sec): 3 clusters
  Score: Raw -30199.048383 + Penalty 2642.626580 = -27556.421803
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42198.970000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42199.000000 sec): 3 clusters
  Score: Raw -108769.257936 + Penalty 3222.400395 = -105546.857540
  nChanged 153
		SP:Iteration 1F (42199.020000 sec): 3 clusters
  Score: Raw -109036.357961 + Penalty 3222.400395 = -105813.957566
  nChanged 59
		SP:Iteration 2F (42199.040000 sec): 3 clusters
  Score: Raw -109186.512364 + Penalty 3222.400395 = -105964.111969
  nChanged 41
		SP:Iteration 3F (42199.070000 sec): 3 clusters
  Score: Raw -109298.923164 + Penalty 3222.400395 = -106076.522769
  nChanged 26
		SP:Iteration 4Q (42199.090000 sec): 3 clusters
  Score: Raw -109387.836993 + Penalty 3222.400395 = -106165.436598
  nChanged 27
		SP:Iteration 5Q (42199.110000 sec): 3 clusters
  Score: Raw -109484.792096 + Penalty 3222.400395 = -106262.391701
  nChanged 28
		SP:Iteration 6Q (42199.140000 sec): 3 clusters
  Score: Raw -109604.518296 + Penalty 3222.400395 = -106382.117901
  nChanged 20
		SP:Iteration 7Q (42199.160000 sec): 3 clusters
  Score: Raw -109686.412502 + Penalty 3222.400395 = -106464.012106
  nChanged 19
		SP:Iteration 8Q (42199.180000 sec): 3 clusters
  Score: Raw -109745.438200 + Penalty 3222.400395 = -106523.037805
  nChanged 12
		SP:Iteration 9Q (42199.330000 sec): 3 clusters
  Score: Raw -109783.741934 + Penalty 3222.400395 = -106561.341539
  nChanged 11
		SP:Iteration 10Q (42199.510000 sec): 3 clusters
  Score: Raw -109818.668765 + Penalty 3222.400395 = -106596.268370
  nChanged 5
		SP:Iteration 11Q (42199.520000 sec): 3 clusters
  Score: Raw -109839.896626 + Penalty 3222.400395 = -106617.496231
  nChanged 4
		SP:Iteration 12Q (42199.540000 sec): 3 clusters
  Score: Raw -109854.018416 + Penalty 3222.400395 = -106631.618021
  nChanged 6
		SP:Iteration 13Q (42199.560000 sec): 3 clusters
  Score: Raw -109898.606746 + Penalty 3222.400395 = -106676.206351
  nChanged 4
		SP:Iteration 14Q (42199.590000 sec): 3 clusters
  Score: Raw -109921.140746 + Penalty 3222.400395 = -106698.740351
  nChanged 4
		SP:Iteration 15Q (42199.610000 sec): 3 clusters
  Score: Raw -109942.995873 + Penalty 3222.400395 = -106720.595478
  nChanged 7
		SP:Iteration 16Q (42199.630000 sec): 3 clusters
  Score: Raw -109963.851190 + Penalty 3222.400395 = -106741.450795
  nChanged 3
		SP:Iteration 17Q (42199.650000 sec): 3 clusters
  Score: Raw -109976.340003 + Penalty 3222.400395 = -106753.939608
  nChanged 2
		SP:Iteration 18Q (42199.680000 sec): 3 clusters
  Score: Raw -109979.842613 + Penalty 3222.400395 = -106757.442218
  nChanged 1
		SP:Iteration 19Q (42199.700000 sec): 3 clusters
  Score: Raw -109983.983433 + Penalty 3222.400395 = -106761.583037
  nChanged 1
		SP:Iteration 20F (42199.730000 sec): 3 clusters
  Score: Raw -109987.093418 + Penalty 3222.400395 = -106764.693023
  nChanged 2
		SP:Iteration 21Q (42199.750000 sec): 3 clusters
  Score: Raw -109998.876271 + Penalty 3222.400395 = -106776.475876
  nChanged 5
		SP:Iteration 22Q (42199.770000 sec): 3 clusters
  Score: Raw -110006.976164 + Penalty 3222.400395 = -106784.575769
  nChanged 0
		SP:Iteration 23F (42199.790000 sec): 3 clusters
  Score: Raw -110006.976164 + Penalty 3222.400395 = -106784.575769
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42199.840000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42199.870000 sec): 3 clusters
  Score: Raw -162676.722284 + Penalty 3409.602454 = -159267.119831
  nChanged 243
		SP:Iteration 1F (42199.900000 sec): 3 clusters
  Score: Raw -162978.893457 + Penalty 3409.602454 = -159569.291004
  nChanged 64
		SP:Iteration 2F (42199.930000 sec): 3 clusters
  Score: Raw -163088.100748 + Penalty 3409.602454 = -159678.498294
  nChanged 41
		SP:Iteration 3Q (42199.970000 sec): 3 clusters
  Score: Raw -163163.369857 + Penalty 3409.602454 = -159753.767403
  nChanged 25
		SP:Iteration 4Q (42200.000000 sec): 3 clusters
  Score: Raw -163196.317950 + Penalty 3409.602454 = -159786.715496
  nChanged 18
		SP:Iteration 5Q (42200.030000 sec): 3 clusters
  Score: Raw -163227.900615 + Penalty 3409.602454 = -159818.298161
  nChanged 15
		SP:Iteration 6Q (42200.060000 sec): 3 clusters
  Score: Raw -163247.905434 + Penalty 3409.602454 = -159838.302981
  nChanged 10
		SP:Iteration 7Q (42200.090000 sec): 3 clusters
  Score: Raw -163257.231552 + Penalty 3409.602454 = -159847.629098
  nChanged 7
		SP:Iteration 8Q (42200.120000 sec): 3 clusters
  Score: Raw -163267.860184 + Penalty 3409.602454 = -159858.257730
  nChanged 10
		SP:Iteration 9Q (42200.150000 sec): 3 clusters
  Score: Raw -163280.279330 + Penalty 3409.602454 = -159870.676876
  nChanged 7
		SP:Iteration 10Q (42200.180000 sec): 3 clusters
  Score: Raw -163292.394973 + Penalty 3409.602454 = -159882.792519
  nChanged 5
		SP:Iteration 11Q (42200.210000 sec): 3 clusters
  Score: Raw -163295.183768 + Penalty 3409.602454 = -159885.581314
  nChanged 1
		SP:Iteration 12Q (42200.250000 sec): 3 clusters
  Score: Raw -163295.711923 + Penalty 3409.602454 = -159886.109469
  nChanged 1
		SP:Iteration 13Q (42200.280000 sec): 3 clusters
  Score: Raw -163296.409997 + Penalty 3409.602454 = -159886.807543
  nChanged 0
		SP:Iteration 14F (42200.310000 sec): 3 clusters
  Score: Raw -163296.409997 + Penalty 3409.602454 = -159886.807543
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42200.350000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42200.370000 sec): 3 clusters
  Score: Raw -76327.129377 + Penalty 3063.230166 = -73263.899211
  nChanged 82
		SP:Iteration 1F (42200.390000 sec): 3 clusters
  Score: Raw -76525.747556 + Penalty 3063.230166 = -73462.517390
  nChanged 26
		SP:Iteration 2F (42200.410000 sec): 3 clusters
  Score: Raw -76620.967902 + Penalty 3063.230166 = -73557.737736
  nChanged 16
		SP:Iteration 3Q (42200.440000 sec): 3 clusters
  Score: Raw -76668.050069 + Penalty 3063.230166 = -73604.819903
  nChanged 6
		SP:Iteration 4Q (42200.460000 sec): 3 clusters
  Score: Raw -76685.188522 + Penalty 3063.230166 = -73621.958356
  nChanged 9
		SP:Iteration 5Q (42200.480000 sec): 3 clusters
  Score: Raw -76716.021028 + Penalty 3063.230166 = -73652.790862
  nChanged 6
		SP:Iteration 6Q (42200.510000 sec): 3 clusters
  Score: Raw -76729.749829 + Penalty 3063.230166 = -73666.519663
  nChanged 3
		SP:Iteration 7Q (42200.530000 sec): 3 clusters
  Score: Raw -76745.195621 + Penalty 3063.230166 = -73681.965455
  nChanged 1
		SP:Iteration 8Q (42200.550000 sec): 3 clusters
  Score: Raw -76749.814403 + Penalty 3063.230166 = -73686.584237
  nChanged 2
		SP:Iteration 9Q (42200.570000 sec): 3 clusters
  Score: Raw -76753.552131 + Penalty 3063.230166 = -73690.321966
  nChanged 1
		SP:Iteration 10Q (42200.600000 sec): 3 clusters
  Score: Raw -76757.133019 + Penalty 3063.230166 = -73693.902853
  nChanged 0
		SP:Iteration 11F (42200.620000 sec): 3 clusters
  Score: Raw -76757.133019 + Penalty 3063.230166 = -73693.902853
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42200.670000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42200.730000 sec): 3 clusters
  Score: Raw -38347.268851 + Penalty 2736.656637 = -35610.612214
  nChanged 32
		SP:Iteration 1F (42200.740000 sec): 3 clusters
  Score: Raw -38465.362956 + Penalty 2736.656637 = -35728.706319
  nChanged 5
		SP:Iteration 2Q (42200.750000 sec): 3 clusters
  Score: Raw -38502.614957 + Penalty 2736.656637 = -35765.958320
  nChanged 3
		SP:Iteration 3Q (42200.750000 sec): 3 clusters
  Score: Raw -38512.994097 + Penalty 2736.656637 = -35776.337460
  nChanged 0
		SP:Iteration 4F (42200.760000 sec): 3 clusters
  Score: Raw -38512.994097 + Penalty 2736.656637 = -35776.337460
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42200.780000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42200.790000 sec): 3 clusters
  Score: Raw -39871.262288 + Penalty 2769.414169 = -37101.848119
  nChanged 36
		SP:Iteration 1F (42200.800000 sec): 3 clusters
  Score: Raw -40002.427517 + Penalty 2769.414169 = -37233.013348
  nChanged 10
		SP:Iteration 2Q (42200.810000 sec): 3 clusters
  Score: Raw -40045.252636 + Penalty 2769.414169 = -37275.838467
  nChanged 2
		SP:Iteration 3Q (42200.820000 sec): 3 clusters
  Score: Raw -40053.438562 + Penalty 2769.414169 = -37284.024392
  nChanged 1
		SP:Iteration 4Q (42200.820000 sec): 3 clusters
  Score: Raw -40056.923079 + Penalty 2769.414169 = -37287.508910
  nChanged 0
		SP:Iteration 5F (42200.830000 sec): 3 clusters
  Score: Raw -40056.923079 + Penalty 2769.414169 = -37287.508910
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42200.900000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42200.960000 sec): 3 clusters
  Score: Raw -404356.740501 + Penalty 3868.880883 = -400487.859618
  nChanged 835
		SP:Iteration 1F (42201.010000 sec): 3 clusters
  Score: Raw -405092.324142 + Penalty 3868.880883 = -401223.443259
  nChanged 229
		SP:Iteration 2F (42201.070000 sec): 3 clusters
  Score: Raw -405422.204618 + Penalty 3868.880883 = -401553.323735
  nChanged 187
		SP:Iteration 3F (42201.130000 sec): 3 clusters
  Score: Raw -405752.099898 + Penalty 3868.880883 = -401883.219015
  nChanged 146
		SP:Iteration 4F (42201.180000 sec): 3 clusters
  Score: Raw -405997.791749 + Penalty 3868.880883 = -402128.910866
  nChanged 139
		SP:Iteration 5F (42201.230000 sec): 3 clusters
  Score: Raw -406177.993018 + Penalty 3868.880883 = -402309.112135
  nChanged 87
		SP:Iteration 6Q (42201.290000 sec): 3 clusters
  Score: Raw -406271.283223 + Penalty 3868.880883 = -402402.402340
  nChanged 78
		SP:Iteration 7Q (42201.350000 sec): 3 clusters
  Score: Raw -406366.029734 + Penalty 3868.880883 = -402497.148851
  nChanged 59
		SP:Iteration 8Q (42201.400000 sec): 3 clusters
  Score: Raw -406441.549433 + Penalty 3868.880883 = -402572.668550
  nChanged 54
		SP:Iteration 9Q (42201.460000 sec): 3 clusters
  Score: Raw -406496.828457 + Penalty 3868.880883 = -402627.947574
  nChanged 43
		SP:Iteration 10Q (42201.510000 sec): 3 clusters
  Score: Raw -406536.745436 + Penalty 3868.880883 = -402667.864553
  nChanged 33
		SP:Iteration 11Q (42201.570000 sec): 3 clusters
  Score: Raw -406561.757766 + Penalty 3868.880883 = -402692.876883
  nChanged 25
		SP:Iteration 12Q (42201.630000 sec): 3 clusters
  Score: Raw -406577.813152 + Penalty 3868.880883 = -402708.932269
  nChanged 21
		SP:Iteration 13Q (42201.680000 sec): 3 clusters
  Score: Raw -406591.987351 + Penalty 3868.880883 = -402723.106469
  nChanged 15
		SP:Iteration 14Q (42201.740000 sec): 3 clusters
  Score: Raw -406601.145519 + Penalty 3868.880883 = -402732.264636
  nChanged 17
		SP:Iteration 15Q (42201.790000 sec): 3 clusters
  Score: Raw -406610.007203 + Penalty 3868.880883 = -402741.126320
  nChanged 12
		SP:Iteration 16Q (42201.850000 sec): 3 clusters
  Score: Raw -406617.256758 + Penalty 3868.880883 = -402748.375875
  nChanged 8
		SP:Iteration 17Q (42201.910000 sec): 3 clusters
  Score: Raw -406621.910683 + Penalty 3868.880883 = -402753.029800
  nChanged 5
		SP:Iteration 18Q (42201.960000 sec): 3 clusters
  Score: Raw -406626.539895 + Penalty 3868.880883 = -402757.659012
  nChanged 6
		SP:Iteration 19Q (42202.010000 sec): 3 clusters
  Score: Raw -406629.872140 + Penalty 3868.880883 = -402760.991257
  nChanged 5
		SP:Iteration 20F (42202.070000 sec): 3 clusters
  Score: Raw -406632.158524 + Penalty 3868.880883 = -402763.277641
  nChanged 3
		SP:Iteration 21Q (42202.120000 sec): 3 clusters
  Score: Raw -406634.129701 + Penalty 3868.880883 = -402765.248819
  nChanged 3
		SP:Iteration 22Q (42202.180000 sec): 3 clusters
  Score: Raw -406635.402948 + Penalty 3868.880883 = -402766.522065
  nChanged 2
		SP:Iteration 23Q (42202.230000 sec): 3 clusters
  Score: Raw -406636.753293 + Penalty 3868.880883 = -402767.872410
  nChanged 1
		SP:Iteration 24Q (42202.290000 sec): 3 clusters
  Score: Raw -406637.159252 + Penalty 3868.880883 = -402768.278369
  nChanged 1
		SP:Iteration 25Q (42202.350000 sec): 3 clusters
  Score: Raw -406637.893965 + Penalty 3868.880883 = -402769.013082
  nChanged 4
		SP:Iteration 26Q (42202.400000 sec): 3 clusters
  Score: Raw -406639.779532 + Penalty 3868.880883 = -402770.898649
  nChanged 3
		SP:Iteration 27Q (42202.460000 sec): 3 clusters
  Score: Raw -406641.432689 + Penalty 3868.880883 = -402772.551806
  nChanged 1
		SP:Iteration 28Q (42202.510000 sec): 3 clusters
  Score: Raw -406641.860235 + Penalty 3868.880883 = -402772.979352
  nChanged 2
		SP:Iteration 29Q (42202.570000 sec): 3 clusters
  Score: Raw -406642.774809 + Penalty 3868.880883 = -402773.893926
  nChanged 1
		SP:Iteration 30Q (42202.630000 sec): 3 clusters
  Score: Raw -406642.993055 + Penalty 3868.880883 = -402774.112172
  nChanged 1
		SP:Iteration 31Q (42202.680000 sec): 3 clusters
  Score: Raw -406643.268591 + Penalty 3868.880883 = -402774.387708
  nChanged 2
		SP:Iteration 32Q (42202.730000 sec): 3 clusters
  Score: Raw -406643.657919 + Penalty 3868.880883 = -402774.777036
  nChanged 0
		SP:Iteration 33F (42202.790000 sec): 3 clusters
  Score: Raw -406643.657919 + Penalty 3868.880883 = -402774.777036
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42202.830000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42202.860000 sec): 3 clusters
  Score: Raw -77882.997381 + Penalty 3054.911313 = -74828.086068
  nChanged 76
		SP:Iteration 1F (42202.880000 sec): 3 clusters
  Score: Raw -78053.338197 + Penalty 3054.911313 = -74998.426884
  nChanged 19
		SP:Iteration 2Q (42202.900000 sec): 3 clusters
  Score: Raw -78107.450356 + Penalty 3054.911313 = -75052.539043
  nChanged 6
		SP:Iteration 3Q (42202.920000 sec): 3 clusters
  Score: Raw -78127.195080 + Penalty 3054.911313 = -75072.283767
  nChanged 6
		SP:Iteration 4Q (42202.950000 sec): 3 clusters
  Score: Raw -78137.364763 + Penalty 3054.911313 = -75082.453451
  nChanged 5
		SP:Iteration 5Q (42202.970000 sec): 3 clusters
  Score: Raw -78149.064989 + Penalty 3054.911313 = -75094.153677
  nChanged 1
		SP:Iteration 6Q (42202.990000 sec): 3 clusters
  Score: Raw -78152.232148 + Penalty 3054.911313 = -75097.320836
  nChanged 0
		SP:Iteration 7F (42203.010000 sec): 3 clusters
  Score: Raw -78152.232148 + Penalty 3054.911313 = -75097.320836
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42203.130000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42203.300000 sec): 3 clusters
  Score: Raw -649178.273409 + Penalty 4072.626108 = -645105.647301
  nChanged 1354
		SP:Iteration 1F (42203.470000 sec): 3 clusters
  Score: Raw -649991.825986 + Penalty 4072.626108 = -645919.199879
  nChanged 322
		SP:Iteration 2F (42203.650000 sec): 3 clusters
  Score: Raw -650276.858416 + Penalty 4072.626108 = -646204.232308
  nChanged 255
		SP:Iteration 3F (42203.830000 sec): 3 clusters
  Score: Raw -650525.679148 + Penalty 4072.626108 = -646453.053040
  nChanged 217
		SP:Iteration 4F (42204.010000 sec): 3 clusters
  Score: Raw -650719.449888 + Penalty 4072.626108 = -646646.823780
  nChanged 166
		SP:Iteration 5Q (42204.180000 sec): 3 clusters
  Score: Raw -650830.357266 + Penalty 4072.626108 = -646757.731158
  nChanged 105
		SP:Iteration 6Q (42204.360000 sec): 3 clusters
  Score: Raw -650910.838401 + Penalty 4072.626108 = -646838.212293
  nChanged 87
		SP:Iteration 7Q (42204.530000 sec): 3 clusters
  Score: Raw -650976.681293 + Penalty 4072.626108 = -646904.055185
  nChanged 66
		SP:Iteration 8Q (42204.710000 sec): 3 clusters
  Score: Raw -651017.954394 + Penalty 4072.626108 = -646945.328287
  nChanged 60
		SP:Iteration 9Q (42204.890000 sec): 3 clusters
  Score: Raw -651048.876101 + Penalty 4072.626108 = -646976.249993
  nChanged 48
		SP:Iteration 10Q (42205.100000 sec): 3 clusters
  Score: Raw -651075.178346 + Penalty 4072.626108 = -647002.552238
  nChanged 42
		SP:Iteration 11Q (42205.280000 sec): 3 clusters
  Score: Raw -651101.179635 + Penalty 4072.626108 = -647028.553528
  nChanged 37
		SP:Iteration 12Q (42205.460000 sec): 3 clusters
  Score: Raw -651121.536066 + Penalty 4072.626108 = -647048.909958
  nChanged 33
		SP:Iteration 13Q (42205.610000 sec): 3 clusters
  Score: Raw -651141.395358 + Penalty 4072.626108 = -647068.769250
  nChanged 42
		SP:Iteration 14Q (42205.790000 sec): 3 clusters
  Score: Raw -651161.465682 + Penalty 4072.626108 = -647088.839574
  nChanged 36
		SP:Iteration 15Q (42205.960000 sec): 3 clusters
  Score: Raw -651180.252247 + Penalty 4072.626108 = -647107.626140
  nChanged 33
		SP:Iteration 16Q (42206.140000 sec): 3 clusters
  Score: Raw -651198.426882 + Penalty 4072.626108 = -647125.800774
  nChanged 28
		SP:Iteration 17Q (42206.310000 sec): 3 clusters
  Score: Raw -651213.379965 + Penalty 4072.626108 = -647140.753858
  nChanged 23
		SP:Iteration 18Q (42206.490000 sec): 3 clusters
  Score: Raw -651223.835377 + Penalty 4072.626108 = -647151.209269
  nChanged 25
		SP:Iteration 19Q (42206.590000 sec): 3 clusters
  Score: Raw -651233.664837 + Penalty 4072.626108 = -647161.038729
  nChanged 16
		SP:Iteration 20F (42206.690000 sec): 3 clusters
  Score: Raw -651239.569096 + Penalty 4072.626108 = -647166.942988
  nChanged 10
		SP:Iteration 21Q (42206.780000 sec): 3 clusters
  Score: Raw -651243.122495 + Penalty 4072.626108 = -647170.496387
  nChanged 5
		SP:Iteration 22Q (42206.870000 sec): 3 clusters
  Score: Raw -651245.277544 + Penalty 4072.626108 = -647172.651436
  nChanged 2
		SP:Iteration 23Q (42206.950000 sec): 3 clusters
  Score: Raw -651246.487368 + Penalty 4072.626108 = -647173.861261
  nChanged 3
		SP:Iteration 24Q (42207.040000 sec): 3 clusters
  Score: Raw -651248.569984 + Penalty 4072.626108 = -647175.943876
  nChanged 8
		SP:Iteration 25Q (42207.130000 sec): 3 clusters
  Score: Raw -651251.661408 + Penalty 4072.626108 = -647179.035300
  nChanged 6
		SP:Iteration 26Q (42207.210000 sec): 3 clusters
  Score: Raw -651253.754722 + Penalty 4072.626108 = -647181.128614
  nChanged 5
		SP:Iteration 27Q (42207.300000 sec): 3 clusters
  Score: Raw -651256.194822 + Penalty 4072.626108 = -647183.568714
  nChanged 6
		SP:Iteration 28Q (42207.390000 sec): 3 clusters
  Score: Raw -651258.621623 + Penalty 4072.626108 = -647185.995516
  nChanged 6
		SP:Iteration 29Q (42207.470000 sec): 3 clusters
  Score: Raw -651260.610074 + Penalty 4072.626108 = -647187.983967
  nChanged 7
		SP:Iteration 30Q (42207.560000 sec): 3 clusters
  Score: Raw -651265.775073 + Penalty 4072.626108 = -647193.148965
  nChanged 9
		SP:Iteration 31Q (42207.730000 sec): 3 clusters
  Score: Raw -651269.980949 + Penalty 4072.626108 = -647197.354841
  nChanged 6
		SP:Iteration 32Q (42207.910000 sec): 3 clusters
  Score: Raw -651272.638184 + Penalty 4072.626108 = -647200.012076
  nChanged 5
		SP:Iteration 33Q (42208.090000 sec): 3 clusters
  Score: Raw -651274.447121 + Penalty 4072.626108 = -647201.821013
  nChanged 4
		SP:Iteration 34Q (42208.260000 sec): 3 clusters
  Score: Raw -651275.735476 + Penalty 4072.626108 = -647203.109368
  nChanged 7
		SP:Iteration 35Q (42208.440000 sec): 3 clusters
  Score: Raw -651277.771131 + Penalty 4072.626108 = -647205.145023
  nChanged 1
		SP:Iteration 36Q (42208.610000 sec): 3 clusters
  Score: Raw -651277.985850 + Penalty 4072.626108 = -647205.359742
  nChanged 1
		SP:Iteration 37Q (42208.790000 sec): 3 clusters
  Score: Raw -651278.673757 + Penalty 4072.626108 = -647206.047650
  nChanged 1
		SP:Iteration 38Q (42208.960000 sec): 3 clusters
  Score: Raw -651279.066277 + Penalty 4072.626108 = -647206.440169
  nChanged 2
		SP:Iteration 39Q (42209.140000 sec): 3 clusters
  Score: Raw -651280.193866 + Penalty 4072.626108 = -647207.567758
  nChanged 6
		SP:Iteration 40F (42209.310000 sec): 3 clusters
  Score: Raw -651281.618346 + Penalty 4072.626108 = -647208.992238
  nChanged 3
		SP:Iteration 41Q (42209.490000 sec): 3 clusters
  Score: Raw -651282.866070 + Penalty 4072.626108 = -647210.239962
  nChanged 4
		SP:Iteration 42Q (42209.660000 sec): 3 clusters
  Score: Raw -651284.473967 + Penalty 4072.626108 = -647211.847860
  nChanged 4
		SP:Iteration 43Q (42209.840000 sec): 3 clusters
  Score: Raw -651285.891727 + Penalty 4072.626108 = -647213.265619
  nChanged 3
		SP:Iteration 44Q (42210.010000 sec): 3 clusters
  Score: Raw -651287.090934 + Penalty 4072.626108 = -647214.464826
  nChanged 2
		SP:Iteration 45Q (42210.190000 sec): 3 clusters
  Score: Raw -651287.714298 + Penalty 4072.626108 = -647215.088191
  nChanged 0
		SP:Iteration 46F (42210.360000 sec): 3 clusters
  Score: Raw -651287.714298 + Penalty 4072.626108 = -647215.088191
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42210.450000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42210.580000 sec): 3 clusters
  Score: Raw -191475.826475 + Penalty 3494.272938 = -187981.553537
  nChanged 336
		SP:Iteration 1F (42210.610000 sec): 3 clusters
  Score: Raw -191809.973897 + Penalty 3494.272938 = -188315.700959
  nChanged 86
		SP:Iteration 2F (42210.640000 sec): 3 clusters
  Score: Raw -191958.556871 + Penalty 3494.272938 = -188464.283933
  nChanged 49
		SP:Iteration 3Q (42210.670000 sec): 3 clusters
  Score: Raw -192055.946613 + Penalty 3494.272938 = -188561.673675
  nChanged 41
		SP:Iteration 4Q (42210.710000 sec): 3 clusters
  Score: Raw -192160.146548 + Penalty 3494.272938 = -188665.873610
  nChanged 47
		SP:Iteration 5Q (42210.740000 sec): 3 clusters
  Score: Raw -192260.716862 + Penalty 3494.272938 = -188766.443924
  nChanged 37
		SP:Iteration 6Q (42210.770000 sec): 3 clusters
  Score: Raw -192318.319465 + Penalty 3494.272938 = -188824.046527
  nChanged 24
		SP:Iteration 7Q (42210.800000 sec): 3 clusters
  Score: Raw -192354.474006 + Penalty 3494.272938 = -188860.201068
  nChanged 23
		SP:Iteration 8Q (42210.840000 sec): 3 clusters
  Score: Raw -192391.151222 + Penalty 3494.272938 = -188896.878284
  nChanged 11
		SP:Iteration 9Q (42210.870000 sec): 3 clusters
  Score: Raw -192406.206901 + Penalty 3494.272938 = -188911.933962
  nChanged 11
		SP:Iteration 10Q (42210.900000 sec): 3 clusters
  Score: Raw -192419.742387 + Penalty 3494.272938 = -188925.469449
  nChanged 8
		SP:Iteration 11Q (42210.930000 sec): 3 clusters
  Score: Raw -192427.441060 + Penalty 3494.272938 = -188933.168122
  nChanged 3
		SP:Iteration 12Q (42210.970000 sec): 3 clusters
  Score: Raw -192431.578577 + Penalty 3494.272938 = -188937.305639
  nChanged 3
		SP:Iteration 13Q (42211.000000 sec): 3 clusters
  Score: Raw -192433.635002 + Penalty 3494.272938 = -188939.362064
  nChanged 3
		SP:Iteration 14Q (42211.030000 sec): 3 clusters
  Score: Raw -192437.038570 + Penalty 3494.272938 = -188942.765632
  nChanged 2
		SP:Iteration 15Q (42211.060000 sec): 3 clusters
  Score: Raw -192438.973720 + Penalty 3494.272938 = -188944.700782
  nChanged 0
		SP:Iteration 16F (42211.090000 sec): 3 clusters
  Score: Raw -192438.973720 + Penalty 3494.272938 = -188944.700782
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42211.160000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42211.340000 sec): 3 clusters
  Score: Raw -20979.537270 + Penalty 2458.090221 = -18521.447049
  nChanged 10
		SP:Iteration 1F (42211.470000 sec): 3 clusters
  Score: Raw -21041.536459 + Penalty 2458.090221 = -18583.446239
  nChanged 1
		SP:Iteration 2Q (42211.480000 sec): 3 clusters
  Score: Raw -21058.483015 + Penalty 2458.090221 = -18600.392794
  nChanged 0
		SP:Iteration 3F (42211.480000 sec): 3 clusters
  Score: Raw -21058.483015 + Penalty 2458.090221 = -18600.392794
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42211.510000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42211.530000 sec): 3 clusters
  Score: Raw -52751.309853 + Penalty 2857.977486 = -49893.332367
  nChanged 26
		SP:Iteration 1F (42211.540000 sec): 3 clusters
  Score: Raw -52822.028696 + Penalty 2857.977486 = -49964.051210
  nChanged 8
		SP:Iteration 2Q (42211.550000 sec): 3 clusters
  Score: Raw -52875.541774 + Penalty 2857.977486 = -50017.564288
  nChanged 9
		SP:Iteration 3Q (42211.570000 sec): 3 clusters
  Score: Raw -52896.022257 + Penalty 2857.977486 = -50038.044771
  nChanged 2
		SP:Iteration 4Q (42211.580000 sec): 3 clusters
  Score: Raw -52901.363186 + Penalty 2857.977486 = -50043.385700
  nChanged 2
		SP:Iteration 5Q (42211.590000 sec): 3 clusters
  Score: Raw -52909.284942 + Penalty 2857.977486 = -50051.307456
  nChanged 1
		SP:Iteration 6Q (42211.600000 sec): 3 clusters
  Score: Raw -52913.055229 + Penalty 2857.977486 = -50055.077743
  nChanged 0
		SP:Iteration 7F (42211.620000 sec): 3 clusters
  Score: Raw -52913.055229 + Penalty 2857.977486 = -50055.077743
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42211.650000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42211.670000 sec): 3 clusters
  Score: Raw -68468.993218 + Penalty 3139.541569 = -65329.451649
  nChanged 118
		SP:Iteration 1F (42211.690000 sec): 3 clusters
  Score: Raw -68747.951263 + Penalty 3139.541569 = -65608.409694
  nChanged 47
		SP:Iteration 2F (42211.720000 sec): 3 clusters
  Score: Raw -68889.594437 + Penalty 3139.541569 = -65750.052868
  nChanged 25
		SP:Iteration 3Q (42211.740000 sec): 3 clusters
  Score: Raw -68940.410950 + Penalty 3139.541569 = -65800.869381
  nChanged 21
		SP:Iteration 4Q (42211.760000 sec): 3 clusters
  Score: Raw -68990.805278 + Penalty 3139.541569 = -65851.263709
  nChanged 7
		SP:Iteration 5Q (42211.790000 sec): 3 clusters
  Score: Raw -69010.627265 + Penalty 3139.541569 = -65871.085696
  nChanged 7
		SP:Iteration 6Q (42211.810000 sec): 3 clusters
  Score: Raw -69030.335166 + Penalty 3139.541569 = -65890.793597
  nChanged 5
		SP:Iteration 7Q (42211.830000 sec): 3 clusters
  Score: Raw -69050.689234 + Penalty 3139.541569 = -65911.147665
  nChanged 6
		SP:Iteration 8Q (42211.860000 sec): 3 clusters
  Score: Raw -69080.472877 + Penalty 3139.541569 = -65940.931308
  nChanged 2
		SP:Iteration 9Q (42211.880000 sec): 3 clusters
  Score: Raw -69106.539906 + Penalty 3139.541569 = -65966.998337
  nChanged 3
		SP:Iteration 10Q (42211.900000 sec): 3 clusters
  Score: Raw -69113.686775 + Penalty 3139.541569 = -65974.145206
  nChanged 1
		SP:Iteration 11Q (42211.930000 sec): 3 clusters
  Score: Raw -69123.071050 + Penalty 3139.541569 = -65983.529481
  nChanged 3
		SP:Iteration 12Q (42211.950000 sec): 3 clusters
  Score: Raw -69140.005001 + Penalty 3139.541569 = -66000.463432
  nChanged 2
		SP:Iteration 13Q (42211.970000 sec): 3 clusters
  Score: Raw -69146.740074 + Penalty 3139.541569 = -66007.198505
  nChanged 0
		SP:Iteration 14F (42211.990000 sec): 3 clusters
  Score: Raw -69152.586577 + Penalty 3139.541569 = -66013.045007
  nChanged 3
		SP:Iteration 15Q (42212.020000 sec): 3 clusters
  Score: Raw -69190.827594 + Penalty 3139.541569 = -66051.286024
  nChanged 4
		SP:Iteration 16Q (42212.040000 sec): 3 clusters
  Score: Raw -69214.770339 + Penalty 3139.541569 = -66075.228770
  nChanged 5
		SP:Iteration 17Q (42212.070000 sec): 3 clusters
  Score: Raw -69249.497540 + Penalty 3139.541569 = -66109.955970
  nChanged 7
		SP:Iteration 18Q (42212.090000 sec): 3 clusters
  Score: Raw -69295.506870 + Penalty 3139.541569 = -66155.965301
  nChanged 10
		SP:Iteration 19Q (42212.110000 sec): 3 clusters
  Score: Raw -69352.727900 + Penalty 3139.541569 = -66213.186331
  nChanged 10
		SP:Iteration 20F (42212.130000 sec): 3 clusters
  Score: Raw -69448.402090 + Penalty 3139.541569 = -66308.860521
  nChanged 10
		SP:Iteration 21Q (42212.160000 sec): 3 clusters
  Score: Raw -69514.279014 + Penalty 3139.541569 = -66374.737445
  nChanged 7
		SP:Iteration 22Q (42212.180000 sec): 3 clusters
  Score: Raw -69540.176711 + Penalty 3139.541569 = -66400.635142
  nChanged 6
		SP:Iteration 23Q (42212.200000 sec): 3 clusters
  Score: Raw -69575.650974 + Penalty 3139.541569 = -66436.109405
  nChanged 6
		SP:Iteration 24Q (42212.230000 sec): 3 clusters
  Score: Raw -69603.070972 + Penalty 3139.541569 = -66463.529403
  nChanged 4
		SP:Iteration 25Q (42212.250000 sec): 3 clusters
  Score: Raw -69615.095624 + Penalty 3139.541569 = -66475.554055
  nChanged 2
		SP:Iteration 26Q (42212.270000 sec): 3 clusters
  Score: Raw -69626.975422 + Penalty 3139.541569 = -66487.433853
  nChanged 3
		SP:Iteration 27Q (42212.290000 sec): 3 clusters
  Score: Raw -69637.732118 + Penalty 3139.541569 = -66498.190549
  nChanged 1
		SP:Iteration 28Q (42212.320000 sec): 3 clusters
  Score: Raw -69648.448571 + Penalty 3139.541569 = -66508.907002
  nChanged 3
		SP:Iteration 29Q (42212.340000 sec): 3 clusters
  Score: Raw -69669.222867 + Penalty 3139.541569 = -66529.681298
  nChanged 6
		SP:Iteration 30Q (42212.360000 sec): 3 clusters
  Score: Raw -69695.463213 + Penalty 3139.541569 = -66555.921644
  nChanged 3
		SP:Iteration 31Q (42212.390000 sec): 3 clusters
  Score: Raw -69706.219617 + Penalty 3139.541569 = -66566.678048
  nChanged 1
		SP:Iteration 32Q (42212.410000 sec): 3 clusters
  Score: Raw -69708.663995 + Penalty 3139.541569 = -66569.122426
  nChanged 1
		SP:Iteration 33Q (42212.430000 sec): 3 clusters
  Score: Raw -69709.705551 + Penalty 3139.541569 = -66570.163982
  nChanged 0
		SP:Iteration 34F (42212.460000 sec): 3 clusters
  Score: Raw -69709.705551 + Penalty 3139.541569 = -66570.163982
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42212.480000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42212.490000 sec): 3 clusters
  Score: Raw -23153.441932 + Penalty 2471.868884 = -20681.573047
  nChanged 7
		SP:Iteration 1Q (42212.490000 sec): 3 clusters
  Score: Raw -23190.974988 + Penalty 2471.868884 = -20719.106103
  nChanged 1
		SP:Iteration 2Q (42212.500000 sec): 3 clusters
  Score: Raw -23209.380351 + Penalty 2471.868884 = -20737.511467
  nChanged 1
		SP:Iteration 3Q (42212.510000 sec): 3 clusters
  Score: Raw -23215.679260 + Penalty 2471.868884 = -20743.810376
  nChanged 0
		SP:Iteration 4F (42212.520000 sec): 3 clusters
  Score: Raw -23215.679260 + Penalty 2471.868884 = -20743.810376
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42212.550000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42212.570000 sec): 3 clusters
  Score: Raw -95078.307862 + Penalty 3167.892142 = -91910.415720
  nChanged 120
		SP:Iteration 1F (42212.590000 sec): 3 clusters
  Score: Raw -95347.758092 + Penalty 3167.892142 = -92179.865950
  nChanged 45
		SP:Iteration 2F (42212.620000 sec): 3 clusters
  Score: Raw -95454.861265 + Penalty 3167.892142 = -92286.969122
  nChanged 16
		SP:Iteration 3Q (42212.650000 sec): 3 clusters
  Score: Raw -95491.804076 + Penalty 3167.892142 = -92323.911933
  nChanged 10
		SP:Iteration 4Q (42212.670000 sec): 3 clusters
  Score: Raw -95517.435638 + Penalty 3167.892142 = -92349.543496
  nChanged 8
		SP:Iteration 5Q (42212.690000 sec): 3 clusters
  Score: Raw -95596.421570 + Penalty 3167.892142 = -92428.529427
  nChanged 14
		SP:Iteration 6Q (42212.720000 sec): 3 clusters
  Score: Raw -95621.695952 + Penalty 3167.892142 = -92453.803810
  nChanged 9
		SP:Iteration 7Q (42212.740000 sec): 3 clusters
  Score: Raw -95636.307908 + Penalty 3167.892142 = -92468.415766
  nChanged 5
		SP:Iteration 8Q (42212.760000 sec): 3 clusters
  Score: Raw -95649.941177 + Penalty 3167.892142 = -92482.049034
  nChanged 3
		SP:Iteration 9Q (42212.790000 sec): 3 clusters
  Score: Raw -95654.707707 + Penalty 3167.892142 = -92486.815565
  nChanged 1
		SP:Iteration 10Q (42212.810000 sec): 3 clusters
  Score: Raw -95656.928353 + Penalty 3167.892142 = -92489.036210
  nChanged 1
		SP:Iteration 11Q (42212.830000 sec): 3 clusters
  Score: Raw -95659.853222 + Penalty 3167.892142 = -92491.961080
  nChanged 2
		SP:Iteration 12Q (42212.860000 sec): 3 clusters
  Score: Raw -95665.508658 + Penalty 3167.892142 = -92497.616515
  nChanged 2
		SP:Iteration 13Q (42212.880000 sec): 3 clusters
  Score: Raw -95667.593551 + Penalty 3167.892142 = -92499.701408
  nChanged 0
		SP:Iteration 14F (42212.900000 sec): 3 clusters
  Score: Raw -95667.593551 + Penalty 3167.892142 = -92499.701408
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42212.930000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42212.940000 sec): 3 clusters
  Score: Raw -43864.973122 + Penalty 2789.512683 = -41075.460439
  nChanged 37
		SP:Iteration 1F (42212.950000 sec): 3 clusters
  Score: Raw -43965.712789 + Penalty 2789.512683 = -41176.200106
  nChanged 6
		SP:Iteration 2Q (42212.960000 sec): 3 clusters
  Score: Raw -43986.923092 + Penalty 2789.512683 = -41197.410408
  nChanged 4
		SP:Iteration 3Q (42212.960000 sec): 3 clusters
  Score: Raw -44007.020762 + Penalty 2789.512683 = -41217.508079
  nChanged 4
		SP:Iteration 4Q (42212.970000 sec): 3 clusters
  Score: Raw -44017.022348 + Penalty 2789.512683 = -41227.509665
  nChanged 1
		SP:Iteration 5Q (42212.980000 sec): 3 clusters
  Score: Raw -44019.423319 + Penalty 2789.512683 = -41229.910636
  nChanged 1
		SP:Iteration 6Q (42212.990000 sec): 3 clusters
  Score: Raw -44020.886042 + Penalty 2789.512683 = -41231.373359
  nChanged 1
		SP:Iteration 7Q (42213.000000 sec): 3 clusters
  Score: Raw -44027.115423 + Penalty 2789.512683 = -41237.602740
  nChanged 2
		SP:Iteration 8Q (42213.000000 sec): 3 clusters
  Score: Raw -44031.199491 + Penalty 2789.512683 = -41241.686808
  nChanged 0
		SP:Iteration 9F (42213.010000 sec): 3 clusters
  Score: Raw -44031.199491 + Penalty 2789.512683 = -41241.686808
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42213.060000 sec): 2 clusters
  Score: Raw -185766.631493 + Penalty 1747.136469 = -184019.495024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42213.090000 sec): 3 clusters
  Score: Raw -185494.657875 + Penalty 3494.272938 = -182000.384937
  nChanged 326
		SP:Iteration 1F (42213.120000 sec): 3 clusters
  Score: Raw -185923.146909 + Penalty 3494.272938 = -182428.873971
  nChanged 99
		SP:Iteration 2F (42213.150000 sec): 3 clusters
  Score: Raw -186136.571249 + Penalty 3494.272938 = -182642.298311
  nChanged 73
		SP:Iteration 3F (42213.190000 sec): 3 clusters
  Score: Raw -186322.522525 + Penalty 3494.272938 = -182828.249587
  nChanged 63
		SP:Iteration 4F (42213.220000 sec): 3 clusters
  Score: Raw -186451.466218 + Penalty 3494.272938 = -182957.193280
  nChanged 50
		SP:Iteration 5Q (42213.250000 sec): 3 clusters
  Score: Raw -186542.836269 + Penalty 3494.272938 = -183048.563331
  nChanged 37
		SP:Iteration 6Q (42213.280000 sec): 3 clusters
  Score: Raw -186630.749787 + Penalty 3494.272938 = -183136.476849
  nChanged 40
		SP:Iteration 7Q (42213.320000 sec): 3 clusters
  Score: Raw -186725.955635 + Penalty 3494.272938 = -183231.682697
  nChanged 25
		SP:Iteration 8Q (42213.350000 sec): 3 clusters
  Score: Raw -186767.766817 + Penalty 3494.272938 = -183273.493879
  nChanged 19
		SP:Iteration 9Q (42213.380000 sec): 3 clusters
  Score: Raw -186797.135998 + Penalty 3494.272938 = -183302.863060
  nChanged 15
		SP:Iteration 10Q (42213.410000 sec): 3 clusters
  Score: Raw -186823.202048 + Penalty 3494.272938 = -183328.929110
  nChanged 13
		SP:Iteration 11Q (42213.440000 sec): 3 clusters
  Score: Raw -186843.108138 + Penalty 3494.272938 = -183348.835200
  nChanged 5
		SP:Iteration 12Q (42213.480000 sec): 3 clusters
  Score: Raw -186848.086787 + Penalty 3494.272938 = -183353.813849
  nChanged 5
		SP:Iteration 13Q (42213.510000 sec): 3 clusters
  Score: Raw -186856.332403 + Penalty 3494.272938 = -183362.059464
  nChanged 5
		SP:Iteration 14Q (42213.540000 sec): 3 clusters
  Score: Raw -186859.879247 + Penalty 3494.272938 = -183365.606309
  nChanged 1
		SP:Iteration 15Q (42213.570000 sec): 3 clusters
  Score: Raw -186860.467021 + Penalty 3494.272938 = -183366.194083
  nChanged 1
		SP:Iteration 16Q (42213.600000 sec): 3 clusters
  Score: Raw -186862.491669 + Penalty 3494.272938 = -183368.218731
  nChanged 1
		SP:Iteration 17Q (42213.640000 sec): 3 clusters
  Score: Raw -186863.116108 + Penalty 3494.272938 = -183368.843170
  nChanged 0
		SP:Iteration 18F (42213.670000 sec): 3 clusters
  Score: Raw -186863.116108 + Penalty 3494.272938 = -183368.843170
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42213.700000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42213.720000 sec): 3 clusters
  Score: Raw -46459.156128 + Penalty 2908.361063 = -43550.795065
  nChanged 95
		SP:Iteration 1F (42213.740000 sec): 3 clusters
  Score: Raw -46779.421323 + Penalty 2908.361063 = -43871.060260
  nChanged 20
		SP:Iteration 2F (42213.750000 sec): 3 clusters
  Score: Raw -46895.044617 + Penalty 2908.361063 = -43986.683554
  nChanged 15
		SP:Iteration 3Q (42213.760000 sec): 3 clusters
  Score: Raw -47021.497534 + Penalty 2908.361063 = -44113.136471
  nChanged 12
		SP:Iteration 4Q (42213.770000 sec): 3 clusters
  Score: Raw -47079.056466 + Penalty 2908.361063 = -44170.695403
  nChanged 9
		SP:Iteration 5Q (42213.780000 sec): 3 clusters
  Score: Raw -47113.912671 + Penalty 2908.361063 = -44205.551608
  nChanged 4
		SP:Iteration 6Q (42213.800000 sec): 3 clusters
  Score: Raw -47150.110413 + Penalty 2908.361063 = -44241.749350
  nChanged 0
		SP:Iteration 7F (42213.810000 sec): 3 clusters
  Score: Raw -47155.211957 + Penalty 2908.361063 = -44246.850894
  nChanged 1
		SP:Iteration 8Q (42213.820000 sec): 3 clusters
  Score: Raw -47190.673989 + Penalty 2908.361063 = -44282.312926
  nChanged 1
		SP:Iteration 9Q (42213.830000 sec): 3 clusters
  Score: Raw -47191.811407 + Penalty 2908.361063 = -44283.450344
  nChanged 0
		SP:Iteration 10F (42213.840000 sec): 3 clusters
  Score: Raw -47191.811407 + Penalty 2908.361063 = -44283.450344
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42213.880000 sec): 2 clusters
  Score: Raw -85337.682918 + Penalty 1586.024876 = -83751.658041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42213.900000 sec): 3 clusters
  Score: Raw -85340.361888 + Penalty 3172.049753 = -82168.312135
  nChanged 136
		SP:Iteration 1F (42213.930000 sec): 3 clusters
  Score: Raw -85596.594347 + Penalty 3172.049753 = -82424.544594
  nChanged 42
		SP:Iteration 2F (42213.950000 sec): 3 clusters
  Score: Raw -85716.142139 + Penalty 3172.049753 = -82544.092386
  nChanged 38
		SP:Iteration 3F (42213.970000 sec): 3 clusters
  Score: Raw -85849.979803 + Penalty 3172.049753 = -82677.930050
  nChanged 27
		SP:Iteration 4Q (42214.000000 sec): 3 clusters
  Score: Raw -85981.388212 + Penalty 3172.049753 = -82809.338459
  nChanged 27
		SP:Iteration 5Q (42214.020000 sec): 3 clusters
  Score: Raw -86135.772603 + Penalty 3172.049753 = -82963.722851
  nChanged 23
		SP:Iteration 6Q (42214.040000 sec): 3 clusters
  Score: Raw -86232.496109 + Penalty 3172.049753 = -83060.446356
  nChanged 17
		SP:Iteration 7Q (42214.060000 sec): 3 clusters
  Score: Raw -86329.863814 + Penalty 3172.049753 = -83157.814061
  nChanged 14
		SP:Iteration 8Q (42214.090000 sec): 3 clusters
  Score: Raw -86405.502385 + Penalty 3172.049753 = -83233.452632
  nChanged 14
		SP:Iteration 9Q (42214.110000 sec): 3 clusters
  Score: Raw -86457.409591 + Penalty 3172.049753 = -83285.359838
  nChanged 8
		SP:Iteration 10Q (42214.220000 sec): 3 clusters
  Score: Raw -86510.148277 + Penalty 3172.049753 = -83338.098524
  nChanged 9
		SP:Iteration 11Q (42214.390000 sec): 3 clusters
  Score: Raw -86555.056023 + Penalty 3172.049753 = -83383.006270
  nChanged 6
		SP:Iteration 12Q (42214.560000 sec): 3 clusters
  Score: Raw -86576.060765 + Penalty 3172.049753 = -83404.011012
  nChanged 6
		SP:Iteration 13Q (42214.740000 sec): 3 clusters
  Score: Raw -86602.199669 + Penalty 3172.049753 = -83430.149917
  nChanged 7
		SP:Iteration 14Q (42214.920000 sec): 3 clusters
  Score: Raw -86621.654177 + Penalty 3172.049753 = -83449.604425
  nChanged 1
		SP:Iteration 15Q (42215.090000 sec): 3 clusters
  Score: Raw -86624.356791 + Penalty 3172.049753 = -83452.307039
  nChanged 0
		SP:Iteration 16F (42215.270000 sec): 3 clusters
  Score: Raw -86625.816477 + Penalty 3172.049753 = -83453.766725
  nChanged 1
		SP:Iteration 17Q (42215.440000 sec): 3 clusters
  Score: Raw -86628.851688 + Penalty 3172.049753 = -83456.801935
  nChanged 0
		SP:Iteration 18F (42215.620000 sec): 3 clusters
  Score: Raw -86628.851688 + Penalty 3172.049753 = -83456.801935
  nChanged 0
Deleting Class 41 (437 points): Lose 2991.421183 but Gain 3262.464713
Iteration 517F (42329.210000 sec): 60 clusters
  Score: Raw -91407898.329902 + Penalty 192485.418085 = -91215412.911817
  nChanged 400
Iteration 518F (42440.680000 sec): 60 clusters
  Score: Raw -91408914.922005 + Penalty 192485.418085 = -91216429.503920
  nChanged 25
Iteration 519Q (42518.720000 sec): 60 clusters
  Score: Raw -91408936.116027 + Penalty 192485.418085 = -91216450.697942
  nChanged 3
Iteration 520F (42628.610000 sec): 60 clusters
  Score: Raw -91408943.469179 + Penalty 192485.418085 = -91216458.051094
  nChanged 3
Iteration 521Q (42705.990000 sec): 60 clusters
  Score: Raw -91408948.330317 + Penalty 192485.418085 = -91216462.912233
  nChanged 2
Iteration 522Q (42782.780000 sec): 60 clusters
  Score: Raw -91408949.302205 + Penalty 192485.418085 = -91216463.884121
  nChanged 1
Iteration 523Q (42859.760000 sec): 60 clusters
  Score: Raw -91408949.780935 + Penalty 192485.418085 = -91216464.362850
  nChanged 0
Iteration 524F (42975.000000 sec): 60 clusters
  Score: Raw -91408949.780935 + Penalty 192485.418085 = -91216464.362850
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408949.780935 + Penalty 192485.418085 = -91216464.362850
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42975.050000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42975.220000 sec): 3 clusters
  Score: Raw -48044.332963 + Penalty 2941.076215 = -45103.256748
  nChanged 53
		SP:Iteration 1F (42975.400000 sec): 3 clusters
  Score: Raw -48195.972849 + Penalty 2941.076215 = -45254.896634
  nChanged 23
		SP:Iteration 2F (42975.570000 sec): 3 clusters
  Score: Raw -48301.646068 + Penalty 2941.076215 = -45360.569853
  nChanged 15
		SP:Iteration 3Q (42975.750000 sec): 3 clusters
  Score: Raw -48363.473146 + Penalty 2941.076215 = -45422.396931
  nChanged 11
		SP:Iteration 4Q (42975.920000 sec): 3 clusters
  Score: Raw -48416.407274 + Penalty 2941.076215 = -45475.331059
  nChanged 8
		SP:Iteration 5Q (42976.100000 sec): 3 clusters
  Score: Raw -48450.613374 + Penalty 2941.076215 = -45509.537159
  nChanged 7
		SP:Iteration 6Q (42976.280000 sec): 3 clusters
  Score: Raw -48472.153133 + Penalty 2941.076215 = -45531.076918
  nChanged 4
		SP:Iteration 7Q (42976.320000 sec): 3 clusters
  Score: Raw -48488.363696 + Penalty 2941.076215 = -45547.287481
  nChanged 3
		SP:Iteration 8Q (42976.330000 sec): 3 clusters
  Score: Raw -48505.405583 + Penalty 2941.076215 = -45564.329368
  nChanged 6
		SP:Iteration 9Q (42976.340000 sec): 3 clusters
  Score: Raw -48525.306969 + Penalty 2941.076215 = -45584.230754
  nChanged 2
		SP:Iteration 10Q (42976.350000 sec): 3 clusters
  Score: Raw -48535.914580 + Penalty 2941.076215 = -45594.838365
  nChanged 2
		SP:Iteration 11Q (42976.360000 sec): 3 clusters
  Score: Raw -48540.839239 + Penalty 2941.076215 = -45599.763024
  nChanged 3
		SP:Iteration 12Q (42976.380000 sec): 3 clusters
  Score: Raw -48543.799747 + Penalty 2941.076215 = -45602.723532
  nChanged 1
		SP:Iteration 13Q (42976.390000 sec): 3 clusters
  Score: Raw -48548.051882 + Penalty 2941.076215 = -45606.975667
  nChanged 2
		SP:Iteration 14Q (42976.400000 sec): 3 clusters
  Score: Raw -48563.521018 + Penalty 2941.076215 = -45622.444803
  nChanged 2
		SP:Iteration 15Q (42976.420000 sec): 3 clusters
  Score: Raw -48584.454857 + Penalty 2941.076215 = -45643.378642
  nChanged 1
		SP:Iteration 16Q (42976.430000 sec): 3 clusters
  Score: Raw -48601.478684 + Penalty 2941.076215 = -45660.402469
  nChanged 2
		SP:Iteration 17Q (42976.450000 sec): 3 clusters
  Score: Raw -48621.167745 + Penalty 2941.076215 = -45680.091530
  nChanged 3
		SP:Iteration 18Q (42976.460000 sec): 3 clusters
  Score: Raw -48650.766191 + Penalty 2941.076215 = -45709.689975
  nChanged 3
		SP:Iteration 19Q (42976.480000 sec): 3 clusters
  Score: Raw -48660.825867 + Penalty 2941.076215 = -45719.749652
  nChanged 2
		SP:Iteration 20F (42976.490000 sec): 3 clusters
  Score: Raw -48665.803977 + Penalty 2941.076215 = -45724.727762
  nChanged 1
		SP:Iteration 21Q (42976.510000 sec): 3 clusters
  Score: Raw -48668.828671 + Penalty 2941.076215 = -45727.752456
  nChanged 0
		SP:Iteration 22F (42976.520000 sec): 3 clusters
  Score: Raw -48668.828671 + Penalty 2941.076215 = -45727.752456
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42976.550000 sec): 2 clusters
  Score: Raw -77478.041275 + Penalty 1532.644130 = -75945.397145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42976.570000 sec): 3 clusters
  Score: Raw -77504.763219 + Penalty 3065.288260 = -74439.474958
  nChanged 92
		SP:Iteration 1F (42976.600000 sec): 3 clusters
  Score: Raw -77681.720011 + Penalty 3065.288260 = -74616.431750
  nChanged 29
		SP:Iteration 2F (42976.620000 sec): 3 clusters
  Score: Raw -77744.040452 + Penalty 3065.288260 = -74678.752192
  nChanged 11
		SP:Iteration 3Q (42976.640000 sec): 3 clusters
  Score: Raw -77768.787717 + Penalty 3065.288260 = -74703.499457
  nChanged 5
		SP:Iteration 4Q (42976.660000 sec): 3 clusters
  Score: Raw -77780.930734 + Penalty 3065.288260 = -74715.642474
  nChanged 4
		SP:Iteration 5Q (42976.680000 sec): 3 clusters
  Score: Raw -77789.658081 + Penalty 3065.288260 = -74724.369820
  nChanged 3
		SP:Iteration 6Q (42976.710000 sec): 3 clusters
  Score: Raw -77797.786709 + Penalty 3065.288260 = -74732.498448
  nChanged 1
		SP:Iteration 7Q (42976.730000 sec): 3 clusters
  Score: Raw -77800.735474 + Penalty 3065.288260 = -74735.447214
  nChanged 1
		SP:Iteration 8Q (42976.750000 sec): 3 clusters
  Score: Raw -77802.671908 + Penalty 3065.288260 = -74737.383648
  nChanged 1
		SP:Iteration 9Q (42976.780000 sec): 3 clusters
  Score: Raw -77803.936222 + Penalty 3065.288260 = -74738.647962
  nChanged 2
		SP:Iteration 10Q (42976.800000 sec): 3 clusters
  Score: Raw -77807.116434 + Penalty 3065.288260 = -74741.828174
  nChanged 0
		SP:Iteration 11F (42976.820000 sec): 3 clusters
  Score: Raw -77807.116434 + Penalty 3065.288260 = -74741.828174
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42976.860000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42976.900000 sec): 3 clusters
  Score: Raw -221765.963552 + Penalty 3514.607126 = -218251.356426
  nChanged 288
		SP:Iteration 1F (42976.930000 sec): 3 clusters
  Score: Raw -222081.446408 + Penalty 3514.607126 = -218566.839282
  nChanged 86
		SP:Iteration 2F (42976.970000 sec): 3 clusters
  Score: Raw -222184.281470 + Penalty 3514.607126 = -218669.674344
  nChanged 45
		SP:Iteration 3Q (42977.000000 sec): 3 clusters
  Score: Raw -222240.804863 + Penalty 3514.607126 = -218726.197736
  nChanged 29
		SP:Iteration 4Q (42977.030000 sec): 3 clusters
  Score: Raw -222265.224469 + Penalty 3514.607126 = -218750.617343
  nChanged 13
		SP:Iteration 5Q (42977.060000 sec): 3 clusters
  Score: Raw -222276.612810 + Penalty 3514.607126 = -218762.005684
  nChanged 8
		SP:Iteration 6Q (42977.100000 sec): 3 clusters
  Score: Raw -222285.884908 + Penalty 3514.607126 = -218771.277782
  nChanged 6
		SP:Iteration 7Q (42977.130000 sec): 3 clusters
  Score: Raw -222292.031893 + Penalty 3514.607126 = -218777.424767
  nChanged 4
		SP:Iteration 8Q (42977.160000 sec): 3 clusters
  Score: Raw -222295.961357 + Penalty 3514.607126 = -218781.354231
  nChanged 2
		SP:Iteration 9Q (42977.190000 sec): 3 clusters
  Score: Raw -222298.446852 + Penalty 3514.607126 = -218783.839726
  nChanged 1
		SP:Iteration 10Q (42977.220000 sec): 3 clusters
  Score: Raw -222299.229279 + Penalty 3514.607126 = -218784.622153
  nChanged 1
		SP:Iteration 11Q (42977.260000 sec): 3 clusters
  Score: Raw -222299.636019 + Penalty 3514.607126 = -218785.028893
  nChanged 0
		SP:Iteration 12F (42977.290000 sec): 3 clusters
  Score: Raw -222299.636019 + Penalty 3514.607126 = -218785.028893
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42977.320000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42977.330000 sec): 3 clusters
  Score: Raw -26945.818795 + Penalty 2544.429763 = -24401.389033
  nChanged 8
		SP:Iteration 1Q (42977.340000 sec): 3 clusters
  Score: Raw -26987.897262 + Penalty 2544.429763 = -24443.467499
  nChanged 1
		SP:Iteration 2Q (42977.340000 sec): 3 clusters
  Score: Raw -26992.158768 + Penalty 2544.429763 = -24447.729005
  nChanged 2
		SP:Iteration 3Q (42977.350000 sec): 3 clusters
  Score: Raw -27007.462451 + Penalty 2544.429763 = -24463.032688
  nChanged 0
		SP:Iteration 4F (42977.360000 sec): 3 clusters
  Score: Raw -27007.462451 + Penalty 2544.429763 = -24463.032688
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42977.470000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42977.710000 sec): 3 clusters
  Score: Raw -901800.283138 + Penalty 4236.000510 = -897564.282628
  nChanged 1991
		SP:Iteration 1F (42977.880000 sec): 3 clusters
  Score: Raw -902946.803095 + Penalty 4236.000510 = -898710.802585
  nChanged 388
		SP:Iteration 2F (42978.090000 sec): 3 clusters
  Score: Raw -903189.551023 + Penalty 4236.000510 = -898953.550513
  nChanged 275
		SP:Iteration 3F (42978.290000 sec): 3 clusters
  Score: Raw -903347.663344 + Penalty 4236.000510 = -899111.662834
  nChanged 204
		SP:Iteration 4Q (42978.500000 sec): 3 clusters
  Score: Raw -903459.833867 + Penalty 4236.000510 = -899223.833357
  nChanged 175
		SP:Iteration 5Q (42978.700000 sec): 3 clusters
  Score: Raw -903575.850737 + Penalty 4236.000510 = -899339.850227
  nChanged 161
		SP:Iteration 6Q (42978.910000 sec): 3 clusters
  Score: Raw -903686.703623 + Penalty 4236.000510 = -899450.703113
  nChanged 162
		SP:Iteration 7Q (42979.110000 sec): 3 clusters
  Score: Raw -903800.485832 + Penalty 4236.000510 = -899564.485322
  nChanged 154
		SP:Iteration 8Q (42979.320000 sec): 3 clusters
  Score: Raw -903909.334609 + Penalty 4236.000510 = -899673.334099
  nChanged 149
		SP:Iteration 9Q (42979.520000 sec): 3 clusters
  Score: Raw -904011.399437 + Penalty 4236.000510 = -899775.398927
  nChanged 152
		SP:Iteration 10Q (42979.720000 sec): 3 clusters
  Score: Raw -904131.142965 + Penalty 4236.000510 = -899895.142455
  nChanged 150
		SP:Iteration 11Q (42979.930000 sec): 3 clusters
  Score: Raw -904243.593610 + Penalty 4236.000510 = -900007.593100
  nChanged 158
		SP:Iteration 12Q (42980.140000 sec): 3 clusters
  Score: Raw -904358.927118 + Penalty 4236.000510 = -900122.926608
  nChanged 158
		SP:Iteration 13Q (42980.340000 sec): 3 clusters
  Score: Raw -904497.688532 + Penalty 4236.000510 = -900261.688022
  nChanged 159
		SP:Iteration 14Q (42980.500000 sec): 3 clusters
  Score: Raw -904633.531295 + Penalty 4236.000510 = -900397.530785
  nChanged 153
		SP:Iteration 15Q (42980.660000 sec): 3 clusters
  Score: Raw -904762.060996 + Penalty 4236.000510 = -900526.060486
  nChanged 153
		SP:Iteration 16Q (42980.820000 sec): 3 clusters
  Score: Raw -904875.304691 + Penalty 4236.000510 = -900639.304181
  nChanged 132
		SP:Iteration 17Q (42980.980000 sec): 3 clusters
  Score: Raw -904982.664130 + Penalty 4236.000510 = -900746.663620
  nChanged 127
		SP:Iteration 18Q (42981.140000 sec): 3 clusters
  Score: Raw -905079.505622 + Penalty 4236.000510 = -900843.505112
  nChanged 100
		SP:Iteration 19Q (42981.300000 sec): 3 clusters
  Score: Raw -905167.779783 + Penalty 4236.000510 = -900931.779273
  nChanged 101
		SP:Iteration 20F (42981.460000 sec): 3 clusters
  Score: Raw -905268.275259 + Penalty 4236.000510 = -901032.274749
  nChanged 87
		SP:Iteration 21Q (42981.680000 sec): 3 clusters
  Score: Raw -905365.877052 + Penalty 4236.000510 = -901129.876542
  nChanged 78
		SP:Iteration 22Q (42981.780000 sec): 3 clusters
  Score: Raw -905461.137115 + Penalty 4236.000510 = -901225.136605
  nChanged 69
		SP:Iteration 23Q (42981.880000 sec): 3 clusters
  Score: Raw -905530.053904 + Penalty 4236.000510 = -901294.053394
  nChanged 48
		SP:Iteration 24Q (42981.990000 sec): 3 clusters
  Score: Raw -905581.518078 + Penalty 4236.000510 = -901345.517568
  nChanged 48
		SP:Iteration 25Q (42982.090000 sec): 3 clusters
  Score: Raw -905639.246854 + Penalty 4236.000510 = -901403.246344
  nChanged 40
		SP:Iteration 26Q (42982.200000 sec): 3 clusters
  Score: Raw -905674.471683 + Penalty 4236.000510 = -901438.471173
  nChanged 20
		SP:Iteration 27Q (42982.300000 sec): 3 clusters
  Score: Raw -905689.453787 + Penalty 4236.000510 = -901453.453277
  nChanged 15
		SP:Iteration 28Q (42982.400000 sec): 3 clusters
  Score: Raw -905698.678400 + Penalty 4236.000510 = -901462.677890
  nChanged 8
		SP:Iteration 29Q (42982.510000 sec): 3 clusters
  Score: Raw -905703.899165 + Penalty 4236.000510 = -901467.898655
  nChanged 4
		SP:Iteration 30Q (42982.680000 sec): 3 clusters
  Score: Raw -905707.223586 + Penalty 4236.000510 = -901471.223076
  nChanged 3
		SP:Iteration 31Q (42982.840000 sec): 3 clusters
  Score: Raw -905709.142961 + Penalty 4236.000510 = -901473.142451
  nChanged 7
		SP:Iteration 32Q (42983.000000 sec): 3 clusters
  Score: Raw -905712.561260 + Penalty 4236.000510 = -901476.560750
  nChanged 2
		SP:Iteration 33Q (42983.160000 sec): 3 clusters
  Score: Raw -905713.536548 + Penalty 4236.000510 = -901477.536038
  nChanged 2
		SP:Iteration 34Q (42983.320000 sec): 3 clusters
  Score: Raw -905714.496629 + Penalty 4236.000510 = -901478.496119
  nChanged 1
		SP:Iteration 35Q (42983.480000 sec): 3 clusters
  Score: Raw -905714.737809 + Penalty 4236.000510 = -901478.737299
  nChanged 2
		SP:Iteration 36Q (42983.640000 sec): 3 clusters
  Score: Raw -905715.726907 + Penalty 4236.000510 = -901479.726397
  nChanged 0
		SP:Iteration 37F (42983.850000 sec): 3 clusters
  Score: Raw -905715.726907 + Penalty 4236.000510 = -901479.726397
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42983.880000 sec): 2 clusters
  Score: Raw -60441.844148 + Penalty 1500.333897 = -58941.510251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42983.900000 sec): 3 clusters
  Score: Raw -60683.928627 + Penalty 3000.667794 = -57683.260833
  nChanged 85
		SP:Iteration 1F (42983.910000 sec): 3 clusters
  Score: Raw -61006.096830 + Penalty 3000.667794 = -58005.429036
  nChanged 41
		SP:Iteration 2F (42983.920000 sec): 3 clusters
  Score: Raw -61257.320948 + Penalty 3000.667794 = -58256.653155
  nChanged 24
		SP:Iteration 3F (42983.950000 sec): 3 clusters
  Score: Raw -61352.363367 + Penalty 3000.667794 = -58351.695573
  nChanged 11
		SP:Iteration 4Q (42983.970000 sec): 3 clusters
  Score: Raw -61406.424496 + Penalty 3000.667794 = -58405.756702
  nChanged 8
		SP:Iteration 5Q (42983.990000 sec): 3 clusters
  Score: Raw -61436.559165 + Penalty 3000.667794 = -58435.891371
  nChanged 4
		SP:Iteration 6Q (42984.020000 sec): 3 clusters
  Score: Raw -61454.472104 + Penalty 3000.667794 = -58453.804310
  nChanged 1
		SP:Iteration 7Q (42984.030000 sec): 3 clusters
  Score: Raw -61457.550497 + Penalty 3000.667794 = -58456.882703
  nChanged 0
		SP:Iteration 8F (42984.050000 sec): 3 clusters
  Score: Raw -61457.550497 + Penalty 3000.667794 = -58456.882703
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42984.100000 sec): 2 clusters
  Score: Raw -280737.401180 + Penalty 1817.452464 = -278919.948716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42984.140000 sec): 3 clusters
  Score: Raw -280249.006235 + Penalty 3634.904927 = -276614.101308
  nChanged 457
		SP:Iteration 1F (42984.180000 sec): 3 clusters
  Score: Raw -280624.158783 + Penalty 3634.904927 = -276989.253856
  nChanged 107
		SP:Iteration 2F (42984.230000 sec): 3 clusters
  Score: Raw -280714.589242 + Penalty 3634.904927 = -277079.684314
  nChanged 58
		SP:Iteration 3Q (42984.270000 sec): 3 clusters
  Score: Raw -280769.552347 + Penalty 3634.904927 = -277134.647420
  nChanged 41
		SP:Iteration 4Q (42984.310000 sec): 3 clusters
  Score: Raw -280803.574585 + Penalty 3634.904927 = -277168.669658
  nChanged 25
		SP:Iteration 5Q (42984.350000 sec): 3 clusters
  Score: Raw -280832.096136 + Penalty 3634.904927 = -277197.191209
  nChanged 21
		SP:Iteration 6Q (42984.390000 sec): 3 clusters
  Score: Raw -280851.926696 + Penalty 3634.904927 = -277217.021769
  nChanged 19
		SP:Iteration 7Q (42984.430000 sec): 3 clusters
  Score: Raw -280867.830802 + Penalty 3634.904927 = -277232.925875
  nChanged 14
		SP:Iteration 8Q (42984.470000 sec): 3 clusters
  Score: Raw -280882.011178 + Penalty 3634.904927 = -277247.106251
  nChanged 14
		SP:Iteration 9Q (42984.510000 sec): 3 clusters
  Score: Raw -280892.908299 + Penalty 3634.904927 = -277258.003372
  nChanged 12
		SP:Iteration 10Q (42984.560000 sec): 3 clusters
  Score: Raw -280900.471085 + Penalty 3634.904927 = -277265.566158
  nChanged 7
		SP:Iteration 11Q (42984.600000 sec): 3 clusters
  Score: Raw -280905.233327 + Penalty 3634.904927 = -277270.328400
  nChanged 5
		SP:Iteration 12Q (42984.640000 sec): 3 clusters
  Score: Raw -280909.166677 + Penalty 3634.904927 = -277274.261750
  nChanged 5
		SP:Iteration 13Q (42984.680000 sec): 3 clusters
  Score: Raw -280912.078656 + Penalty 3634.904927 = -277277.173729
  nChanged 5
		SP:Iteration 14Q (42984.720000 sec): 3 clusters
  Score: Raw -280914.001096 + Penalty 3634.904927 = -277279.096169
  nChanged 1
		SP:Iteration 15Q (42984.760000 sec): 3 clusters
  Score: Raw -280914.341188 + Penalty 3634.904927 = -277279.436261
  nChanged 0
		SP:Iteration 16F (42984.800000 sec): 3 clusters
  Score: Raw -280914.341188 + Penalty 3634.904927 = -277279.436261
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42984.830000 sec): 2 clusters
  Score: Raw -27576.535193 + Penalty 1371.298414 = -26205.236779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42984.840000 sec): 3 clusters
  Score: Raw -27783.478292 + Penalty 2742.596827 = -25040.881464
  nChanged 31
		SP:Iteration 1F (42984.840000 sec): 3 clusters
  Score: Raw -27924.107104 + Penalty 2742.596827 = -25181.510276
  nChanged 12
		SP:Iteration 2Q (42984.850000 sec): 3 clusters
  Score: Raw -27972.962197 + Penalty 2742.596827 = -25230.365370
  nChanged 6
		SP:Iteration 3Q (42984.860000 sec): 3 clusters
  Score: Raw -27987.353365 + Penalty 2742.596827 = -25244.756537
  nChanged 2
		SP:Iteration 4Q (42984.870000 sec): 3 clusters
  Score: Raw -27997.414852 + Penalty 2742.596827 = -25254.818024
  nChanged 0
		SP:Iteration 5F (42984.880000 sec): 3 clusters
  Score: Raw -27997.414852 + Penalty 2742.596827 = -25254.818024
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42984.920000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42984.960000 sec): 3 clusters
  Score: Raw -218636.438193 + Penalty 3502.847050 = -215133.591144
  nChanged 329
		SP:Iteration 1F (42984.990000 sec): 3 clusters
  Score: Raw -219100.264883 + Penalty 3502.847050 = -215597.417833
  nChanged 101
		SP:Iteration 2F (42985.020000 sec): 3 clusters
  Score: Raw -219314.405727 + Penalty 3502.847050 = -215811.558677
  nChanged 77
		SP:Iteration 3F (42985.060000 sec): 3 clusters
  Score: Raw -219493.051853 + Penalty 3502.847050 = -215990.204804
  nChanged 65
		SP:Iteration 4F (42985.090000 sec): 3 clusters
  Score: Raw -219597.665989 + Penalty 3502.847050 = -216094.818940
  nChanged 36
		SP:Iteration 5Q (42985.120000 sec): 3 clusters
  Score: Raw -219651.098626 + Penalty 3502.847050 = -216148.251577
  nChanged 28
		SP:Iteration 6Q (42985.150000 sec): 3 clusters
  Score: Raw -219692.268506 + Penalty 3502.847050 = -216189.421457
  nChanged 12
		SP:Iteration 7Q (42985.190000 sec): 3 clusters
  Score: Raw -219709.189286 + Penalty 3502.847050 = -216206.342236
  nChanged 8
		SP:Iteration 8Q (42985.220000 sec): 3 clusters
  Score: Raw -219719.757348 + Penalty 3502.847050 = -216216.910298
  nChanged 3
		SP:Iteration 9Q (42985.250000 sec): 3 clusters
  Score: Raw -219723.569496 + Penalty 3502.847050 = -216220.722447
  nChanged 3
		SP:Iteration 10Q (42985.280000 sec): 3 clusters
  Score: Raw -219727.824307 + Penalty 3502.847050 = -216224.977257
  nChanged 1
		SP:Iteration 11Q (42985.320000 sec): 3 clusters
  Score: Raw -219729.111561 + Penalty 3502.847050 = -216226.264511
  nChanged 2
		SP:Iteration 12Q (42985.350000 sec): 3 clusters
  Score: Raw -219731.267451 + Penalty 3502.847050 = -216228.420401
  nChanged 1
		SP:Iteration 13Q (42985.380000 sec): 3 clusters
  Score: Raw -219732.043286 + Penalty 3502.847050 = -216229.196237
  nChanged 1
		SP:Iteration 14Q (42985.420000 sec): 3 clusters
  Score: Raw -219733.318419 + Penalty 3502.847050 = -216230.471370
  nChanged 2
		SP:Iteration 15Q (42985.450000 sec): 3 clusters
  Score: Raw -219735.599579 + Penalty 3502.847050 = -216232.752530
  nChanged 3
		SP:Iteration 16Q (42985.480000 sec): 3 clusters
  Score: Raw -219739.088344 + Penalty 3502.847050 = -216236.241294
  nChanged 2
		SP:Iteration 17Q (42985.520000 sec): 3 clusters
  Score: Raw -219741.769510 + Penalty 3502.847050 = -216238.922460
  nChanged 3
		SP:Iteration 18Q (42985.550000 sec): 3 clusters
  Score: Raw -219746.947475 + Penalty 3502.847050 = -216244.100426
  nChanged 4
		SP:Iteration 19Q (42985.580000 sec): 3 clusters
  Score: Raw -219750.414520 + Penalty 3502.847050 = -216247.567471
  nChanged 2
		SP:Iteration 20F (42985.610000 sec): 3 clusters
  Score: Raw -219752.131919 + Penalty 3502.847050 = -216249.284870
  nChanged 1
		SP:Iteration 21Q (42985.650000 sec): 3 clusters
  Score: Raw -219752.551942 + Penalty 3502.847050 = -216249.704892
  nChanged 1
		SP:Iteration 22Q (42985.680000 sec): 3 clusters
  Score: Raw -219754.238575 + Penalty 3502.847050 = -216251.391526
  nChanged 3
		SP:Iteration 23Q (42985.710000 sec): 3 clusters
  Score: Raw -219756.823120 + Penalty 3502.847050 = -216253.976070
  nChanged 2
		SP:Iteration 24Q (42985.740000 sec): 3 clusters
  Score: Raw -219759.597398 + Penalty 3502.847050 = -216256.750348
  nChanged 0
		SP:Iteration 25F (42985.780000 sec): 3 clusters
  Score: Raw -219759.597398 + Penalty 3502.847050 = -216256.750348
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42985.810000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42985.820000 sec): 3 clusters
  Score: Raw -37293.489439 + Penalty 2681.957199 = -34611.532240
  nChanged 13
		SP:Iteration 1F (42985.820000 sec): 3 clusters
  Score: Raw -37341.404015 + Penalty 2681.957199 = -34659.446816
  nChanged 3
		SP:Iteration 2Q (42985.830000 sec): 3 clusters
  Score: Raw -37354.322699 + Penalty 2681.957199 = -34672.365500
  nChanged 0
		SP:Iteration 3F (42985.840000 sec): 3 clusters
  Score: Raw -37354.322699 + Penalty 2681.957199 = -34672.365500
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42985.860000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42985.870000 sec): 3 clusters
  Score: Raw -33600.092412 + Penalty 2652.165335 = -30947.927077
  nChanged 11
		SP:Iteration 1F (42985.880000 sec): 3 clusters
  Score: Raw -33637.517768 + Penalty 2652.165335 = -30985.352433
  nChanged 4
		SP:Iteration 2Q (42985.890000 sec): 3 clusters
  Score: Raw -33676.179655 + Penalty 2652.165335 = -31024.014319
  nChanged 2
		SP:Iteration 3Q (42985.900000 sec): 3 clusters
  Score: Raw -33684.263285 + Penalty 2652.165335 = -31032.097950
  nChanged 0
		SP:Iteration 4F (42985.900000 sec): 3 clusters
  Score: Raw -33684.263285 + Penalty 2652.165335 = -31032.097950
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42985.920000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42985.930000 sec): 3 clusters
  Score: Raw -35790.707211 + Penalty 2707.954415 = -33082.752796
  nChanged 21
		SP:Iteration 1F (42985.940000 sec): 3 clusters
  Score: Raw -35888.202671 + Penalty 2707.954415 = -33180.248256
  nChanged 6
		SP:Iteration 2Q (42985.950000 sec): 3 clusters
  Score: Raw -35925.900196 + Penalty 2707.954415 = -33217.945781
  nChanged 1
		SP:Iteration 3Q (42985.960000 sec): 3 clusters
  Score: Raw -35928.572131 + Penalty 2707.954415 = -33220.617716
  nChanged 1
		SP:Iteration 4Q (42985.960000 sec): 3 clusters
  Score: Raw -35935.917434 + Penalty 2707.954415 = -33227.963019
  nChanged 2
		SP:Iteration 5Q (42985.970000 sec): 3 clusters
  Score: Raw -35946.023108 + Penalty 2707.954415 = -33238.068693
  nChanged 1
		SP:Iteration 6Q (42985.980000 sec): 3 clusters
  Score: Raw -35948.308521 + Penalty 2707.954415 = -33240.354106
  nChanged 0
		SP:Iteration 7F (42985.990000 sec): 3 clusters
  Score: Raw -35948.308521 + Penalty 2707.954415 = -33240.354106
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42986.160000 sec): 2 clusters
  Score: Raw -2515298.162430 + Penalty 2359.836401 = -2512938.326030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42986.480000 sec): 3 clusters
  Score: Raw -2507664.339272 + Penalty 4719.672802 = -2502944.666470
  nChanged 5900
		SP:Iteration 1F (42986.770000 sec): 3 clusters
  Score: Raw -2510823.300907 + Penalty 4719.672802 = -2506103.628106
  nChanged 850
		SP:Iteration 2F (42987.050000 sec): 3 clusters
  Score: Raw -2511203.013401 + Penalty 4719.672802 = -2506483.340599
  nChanged 694
		SP:Iteration 3F (42987.270000 sec): 3 clusters
  Score: Raw -2511475.428881 + Penalty 4719.672802 = -2506755.756080
  nChanged 544
		SP:Iteration 4Q (42987.580000 sec): 3 clusters
  Score: Raw -2511663.042113 + Penalty 4719.672802 = -2506943.369311
  nChanged 439
		SP:Iteration 5Q (42987.840000 sec): 3 clusters
  Score: Raw -2511813.725654 + Penalty 4719.672802 = -2507094.052852
  nChanged 423
		SP:Iteration 6Q (42988.170000 sec): 3 clusters
  Score: Raw -2511958.746010 + Penalty 4719.672802 = -2507239.073208
  nChanged 380
		SP:Iteration 7Q (42988.450000 sec): 3 clusters
  Score: Raw -2512088.191581 + Penalty 4719.672802 = -2507368.518779
  nChanged 362
		SP:Iteration 8Q (42988.790000 sec): 3 clusters
  Score: Raw -2512213.974477 + Penalty 4719.672802 = -2507494.301676
  nChanged 340
		SP:Iteration 9Q (42989.080000 sec): 3 clusters
  Score: Raw -2512341.011373 + Penalty 4719.672802 = -2507621.338572
  nChanged 351
		SP:Iteration 10Q (42989.360000 sec): 3 clusters
  Score: Raw -2512465.309416 + Penalty 4719.672802 = -2507745.636614
  nChanged 340
		SP:Iteration 11Q (42989.640000 sec): 3 clusters
  Score: Raw -2512603.720803 + Penalty 4719.672802 = -2507884.048001
  nChanged 381
		SP:Iteration 12Q (42989.920000 sec): 3 clusters
  Score: Raw -2512748.988538 + Penalty 4719.672802 = -2508029.315737
  nChanged 362
		SP:Iteration 13Q (42990.200000 sec): 3 clusters
  Score: Raw -2512885.274421 + Penalty 4719.672802 = -2508165.601619
  nChanged 364
		SP:Iteration 14Q (42990.490000 sec): 3 clusters
  Score: Raw -2513032.909033 + Penalty 4719.672802 = -2508313.236232
  nChanged 384
		SP:Iteration 15Q (42990.770000 sec): 3 clusters
  Score: Raw -2513178.906736 + Penalty 4719.672802 = -2508459.233935
  nChanged 361
		SP:Iteration 16Q (42991.060000 sec): 3 clusters
  Score: Raw -2513318.056207 + Penalty 4719.672802 = -2508598.383405
  nChanged 338
		SP:Iteration 17Q (42991.350000 sec): 3 clusters
  Score: Raw -2513437.381638 + Penalty 4719.672802 = -2508717.708837
  nChanged 303
		SP:Iteration 18Q (42991.680000 sec): 3 clusters
  Score: Raw -2513548.795632 + Penalty 4719.672802 = -2508829.122830
  nChanged 306
		SP:Iteration 19Q (42992.010000 sec): 3 clusters
  Score: Raw -2513658.421966 + Penalty 4719.672802 = -2508938.749164
  nChanged 275
		SP:Iteration 20F (42992.210000 sec): 3 clusters
  Score: Raw -2513751.065148 + Penalty 4719.672802 = -2509031.392347
  nChanged 270
		SP:Iteration 21Q (42992.510000 sec): 3 clusters
  Score: Raw -2513847.881715 + Penalty 4719.672802 = -2509128.208914
  nChanged 267
		SP:Iteration 22Q (42992.800000 sec): 3 clusters
  Score: Raw -2513948.474290 + Penalty 4719.672802 = -2509228.801488
  nChanged 245
		SP:Iteration 23Q (42993.180000 sec): 3 clusters
  Score: Raw -2514043.325720 + Penalty 4719.672802 = -2509323.652918
  nChanged 243
		SP:Iteration 24Q (42993.430000 sec): 3 clusters
  Score: Raw -2514136.809983 + Penalty 4719.672802 = -2509417.137182
  nChanged 196
		SP:Iteration 25Q (42993.800000 sec): 3 clusters
  Score: Raw -2514205.075395 + Penalty 4719.672802 = -2509485.402594
  nChanged 185
		SP:Iteration 26Q (42994.050000 sec): 3 clusters
  Score: Raw -2514267.399690 + Penalty 4719.672802 = -2509547.726889
  nChanged 166
		SP:Iteration 27Q (42994.330000 sec): 3 clusters
  Score: Raw -2514321.920996 + Penalty 4719.672802 = -2509602.248195
  nChanged 165
		SP:Iteration 28Q (42994.660000 sec): 3 clusters
  Score: Raw -2514380.780298 + Penalty 4719.672802 = -2509661.107496
  nChanged 182
		SP:Iteration 29Q (42994.980000 sec): 3 clusters
  Score: Raw -2514444.901311 + Penalty 4719.672802 = -2509725.228510
  nChanged 175
		SP:Iteration 30Q (42995.310000 sec): 3 clusters
  Score: Raw -2514504.778658 + Penalty 4719.672802 = -2509785.105856
  nChanged 161
		SP:Iteration 31Q (42995.560000 sec): 3 clusters
  Score: Raw -2514562.014734 + Penalty 4719.672802 = -2509842.341933
  nChanged 145
		SP:Iteration 32Q (42995.860000 sec): 3 clusters
  Score: Raw -2514608.430464 + Penalty 4719.672802 = -2509888.757662
  nChanged 136
		SP:Iteration 33Q (42996.190000 sec): 3 clusters
  Score: Raw -2514651.978082 + Penalty 4719.672802 = -2509932.305281
  nChanged 133
		SP:Iteration 34Q (42996.520000 sec): 3 clusters
  Score: Raw -2514697.336184 + Penalty 4719.672802 = -2509977.663383
  nChanged 126
		SP:Iteration 35Q (42996.810000 sec): 3 clusters
  Score: Raw -2514740.217396 + Penalty 4719.672802 = -2510020.544594
  nChanged 134
		SP:Iteration 36Q (42997.100000 sec): 3 clusters
  Score: Raw -2514782.881495 + Penalty 4719.672802 = -2510063.208693
  nChanged 142
		SP:Iteration 37Q (42997.380000 sec): 3 clusters
  Score: Raw -2514830.572653 + Penalty 4719.672802 = -2510110.899852
  nChanged 152
		SP:Iteration 38Q (42997.670000 sec): 3 clusters
  Score: Raw -2514881.672028 + Penalty 4719.672802 = -2510161.999227
  nChanged 146
		SP:Iteration 39Q (42997.960000 sec): 3 clusters
  Score: Raw -2514934.568863 + Penalty 4719.672802 = -2510214.896061
  nChanged 142
		SP:Iteration 40F (42998.260000 sec): 3 clusters
  Score: Raw -2514982.484044 + Penalty 4719.672802 = -2510262.811242
  nChanged 123
		SP:Iteration 41Q (42998.540000 sec): 3 clusters
  Score: Raw -2515024.392184 + Penalty 4719.672802 = -2510304.719383
  nChanged 118
		SP:Iteration 42Q (42998.840000 sec): 3 clusters
  Score: Raw -2515071.972603 + Penalty 4719.672802 = -2510352.299801
  nChanged 144
		SP:Iteration 43Q (42999.120000 sec): 3 clusters
  Score: Raw -2515133.626278 + Penalty 4719.672802 = -2510413.953476
  nChanged 146
		SP:Iteration 44Q (42999.420000 sec): 3 clusters
  Score: Raw -2515192.336765 + Penalty 4719.672802 = -2510472.663964
  nChanged 141
		SP:Iteration 45Q (42999.660000 sec): 3 clusters
  Score: Raw -2515245.402303 + Penalty 4719.672802 = -2510525.729501
  nChanged 136
		SP:Iteration 46Q (42999.950000 sec): 3 clusters
  Score: Raw -2515295.962804 + Penalty 4719.672802 = -2510576.290002
  nChanged 118
		SP:Iteration 47Q (43000.240000 sec): 3 clusters
  Score: Raw -2515336.659096 + Penalty 4719.672802 = -2510616.986294
  nChanged 105
		SP:Iteration 48Q (43000.530000 sec): 3 clusters
  Score: Raw -2515370.086171 + Penalty 4719.672802 = -2510650.413369
  nChanged 99
		SP:Iteration 49Q (43000.780000 sec): 3 clusters
  Score: Raw -2515404.905653 + Penalty 4719.672802 = -2510685.232852
  nChanged 85
		SP:Iteration 50Q (43001.060000 sec): 3 clusters
  Score: Raw -2515429.159866 + Penalty 4719.672802 = -2510709.487065
  nChanged 73
		SP:Iteration 51Q (43001.360000 sec): 3 clusters
  Score: Raw -2515449.509873 + Penalty 4719.672802 = -2510729.837071
  nChanged 60
		SP:Iteration 52Q (43001.640000 sec): 3 clusters
  Score: Raw -2515468.426625 + Penalty 4719.672802 = -2510748.753823
  nChanged 42
		SP:Iteration 53Q (43001.920000 sec): 3 clusters
  Score: Raw -2515480.433383 + Penalty 4719.672802 = -2510760.760581
  nChanged 46
		SP:Iteration 54Q (43002.220000 sec): 3 clusters
  Score: Raw -2515493.905400 + Penalty 4719.672802 = -2510774.232598
  nChanged 48
		SP:Iteration 55Q (43002.460000 sec): 3 clusters
  Score: Raw -2515509.181496 + Penalty 4719.672802 = -2510789.508694
  nChanged 57
		SP:Iteration 56Q (43002.670000 sec): 3 clusters
  Score: Raw -2515526.840652 + Penalty 4719.672802 = -2510807.167851
  nChanged 54
		SP:Iteration 57Q (43003.000000 sec): 3 clusters
  Score: Raw -2515543.332263 + Penalty 4719.672802 = -2510823.659461
  nChanged 51
		SP:Iteration 58Q (43003.290000 sec): 3 clusters
  Score: Raw -2515559.084744 + Penalty 4719.672802 = -2510839.411943
  nChanged 44
		SP:Iteration 59Q (43003.540000 sec): 3 clusters
  Score: Raw -2515570.835323 + Penalty 4719.672802 = -2510851.162521
  nChanged 26
		SP:Iteration 60F (43003.820000 sec): 3 clusters
  Score: Raw -2515578.951068 + Penalty 4719.672802 = -2510859.278266
  nChanged 31
		SP:Iteration 61Q (43004.070000 sec): 3 clusters
  Score: Raw -2515588.353700 + Penalty 4719.672802 = -2510868.680898
  nChanged 27
		SP:Iteration 62Q (43004.360000 sec): 3 clusters
  Score: Raw -2515597.009533 + Penalty 4719.672802 = -2510877.336732
  nChanged 21
		SP:Iteration 63Q (43004.650000 sec): 3 clusters
  Score: Raw -2515601.883666 + Penalty 4719.672802 = -2510882.210864
  nChanged 16
		SP:Iteration 64Q (43004.880000 sec): 3 clusters
  Score: Raw -2515605.000973 + Penalty 4719.672802 = -2510885.328171
  nChanged 15
		SP:Iteration 65Q (43005.180000 sec): 3 clusters
  Score: Raw -2515608.136551 + Penalty 4719.672802 = -2510888.463749
  nChanged 17
		SP:Iteration 66Q (43005.430000 sec): 3 clusters
  Score: Raw -2515611.797536 + Penalty 4719.672802 = -2510892.124734
  nChanged 18
		SP:Iteration 67Q (43005.680000 sec): 3 clusters
  Score: Raw -2515615.828396 + Penalty 4719.672802 = -2510896.155594
  nChanged 16
		SP:Iteration 68Q (43005.920000 sec): 3 clusters
  Score: Raw -2515620.239599 + Penalty 4719.672802 = -2510900.566797
  nChanged 19
		SP:Iteration 69Q (43006.170000 sec): 3 clusters
  Score: Raw -2515624.568224 + Penalty 4719.672802 = -2510904.895422
  nChanged 11
		SP:Iteration 70Q (43006.380000 sec): 3 clusters
  Score: Raw -2515626.657717 + Penalty 4719.672802 = -2510906.984915
  nChanged 6
		SP:Iteration 71Q (43006.670000 sec): 3 clusters
  Score: Raw -2515627.786447 + Penalty 4719.672802 = -2510908.113645
  nChanged 8
		SP:Iteration 72Q (43006.960000 sec): 3 clusters
  Score: Raw -2515630.396459 + Penalty 4719.672802 = -2510910.723657
  nChanged 14
		SP:Iteration 73Q (43007.240000 sec): 3 clusters
  Score: Raw -2515634.134213 + Penalty 4719.672802 = -2510914.461412
  nChanged 12
		SP:Iteration 74Q (43007.510000 sec): 3 clusters
  Score: Raw -2515637.864923 + Penalty 4719.672802 = -2510918.192122
  nChanged 16
		SP:Iteration 75Q (43007.770000 sec): 3 clusters
  Score: Raw -2515641.794373 + Penalty 4719.672802 = -2510922.121572
  nChanged 9
		SP:Iteration 76Q (43008.080000 sec): 3 clusters
  Score: Raw -2515644.143567 + Penalty 4719.672802 = -2510924.470765
  nChanged 7
		SP:Iteration 77Q (43008.370000 sec): 3 clusters
  Score: Raw -2515645.675930 + Penalty 4719.672802 = -2510926.003128
  nChanged 8
		SP:Iteration 78Q (43008.620000 sec): 3 clusters
  Score: Raw -2515648.001476 + Penalty 4719.672802 = -2510928.328675
  nChanged 10
		SP:Iteration 79Q (43008.880000 sec): 3 clusters
  Score: Raw -2515651.179297 + Penalty 4719.672802 = -2510931.506495
  nChanged 10
		SP:Iteration 80F (43009.150000 sec): 3 clusters
  Score: Raw -2515653.910663 + Penalty 4719.672802 = -2510934.237861
  nChanged 13
		SP:Iteration 81Q (43009.430000 sec): 3 clusters
  Score: Raw -2515657.444989 + Penalty 4719.672802 = -2510937.772188
  nChanged 10
		SP:Iteration 82Q (43009.680000 sec): 3 clusters
  Score: Raw -2515659.524242 + Penalty 4719.672802 = -2510939.851441
  nChanged 6
		SP:Iteration 83Q (43009.970000 sec): 3 clusters
  Score: Raw -2515661.095852 + Penalty 4719.672802 = -2510941.423051
  nChanged 8
		SP:Iteration 84Q (43010.250000 sec): 3 clusters
  Score: Raw -2515662.888749 + Penalty 4719.672802 = -2510943.215947
  nChanged 8
		SP:Iteration 85Q (43010.540000 sec): 3 clusters
  Score: Raw -2515664.660678 + Penalty 4719.672802 = -2510944.987876
  nChanged 9
		SP:Iteration 86Q (43010.820000 sec): 3 clusters
  Score: Raw -2515667.093648 + Penalty 4719.672802 = -2510947.420846
  nChanged 6
		SP:Iteration 87Q (43011.060000 sec): 3 clusters
  Score: Raw -2515668.771603 + Penalty 4719.672802 = -2510949.098801
  nChanged 5
		SP:Iteration 88Q (43011.360000 sec): 3 clusters
  Score: Raw -2515670.111334 + Penalty 4719.672802 = -2510950.438532
  nChanged 3
		SP:Iteration 89Q (43011.580000 sec): 3 clusters
  Score: Raw -2515670.647116 + Penalty 4719.672802 = -2510950.974314
  nChanged 3
		SP:Iteration 90Q (43011.800000 sec): 3 clusters
  Score: Raw -2515671.357584 + Penalty 4719.672802 = -2510951.684782
  nChanged 0
		SP:Iteration 91F (43012.100000 sec): 3 clusters
  Score: Raw -2515671.357584 + Penalty 4719.672802 = -2510951.684782
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43013.380000 sec): 2 clusters
  Score: Raw -37597798.982876 + Penalty 3039.325224 = -37594759.657651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43015.350000 sec): 3 clusters
  Score: Raw -37460011.639592 + Penalty 6078.650449 = -37453932.989143
  nChanged 100855
		SP:Iteration 1F (43017.260000 sec): 3 clusters
  Score: Raw -37519443.380676 + Penalty 6078.650449 = -37513364.730227
  nChanged 7227
		SP:Iteration 2Q (43019.340000 sec): 3 clusters
  Score: Raw -37521559.352244 + Penalty 6078.650449 = -37515480.701796
  nChanged 9389
		SP:Iteration 3Q (43021.440000 sec): 3 clusters
  Score: Raw -37525400.382799 + Penalty 6078.650449 = -37519321.732350
  nChanged 12958
		SP:Iteration 4F (43023.370000 sec): 3 clusters
  Score: Raw -37532775.563805 + Penalty 6078.650449 = -37526696.913357
  nChanged 17321
		SP:Iteration 5F (43025.270000 sec): 3 clusters
  Score: Raw -37545982.280121 + Penalty 6078.650449 = -37539903.629673
  nChanged 19806
		SP:Iteration 6F (43027.230000 sec): 3 clusters
  Score: Raw -37564335.193672 + Penalty 6078.650449 = -37558256.543223
  nChanged 17259
		SP:Iteration 7F (43029.220000 sec): 3 clusters
  Score: Raw -37581809.118798 + Penalty 6078.650449 = -37575730.468350
  nChanged 10494
		SP:Iteration 8Q (43031.320000 sec): 3 clusters
  Score: Raw -37592299.229374 + Penalty 6078.650449 = -37586220.578926
  nChanged 4259
		SP:Iteration 9Q (43033.080000 sec): 3 clusters
  Score: Raw -37596255.879979 + Penalty 6078.650449 = -37590177.229531
  nChanged 1326
		SP:Iteration 10Q (43034.720000 sec): 3 clusters
  Score: Raw -37597446.609469 + Penalty 6078.650449 = -37591367.959021
  nChanged 392
		SP:Iteration 11Q (43036.280000 sec): 3 clusters
  Score: Raw -37597821.926350 + Penalty 6078.650449 = -37591743.275901
  nChanged 124
		SP:Iteration 12Q (43038.050000 sec): 3 clusters
  Score: Raw -37597975.174269 + Penalty 6078.650449 = -37591896.523820
  nChanged 50
		SP:Iteration 13Q (43039.790000 sec): 3 clusters
  Score: Raw -37598039.043955 + Penalty 6078.650449 = -37591960.393506
  nChanged 23
		SP:Iteration 14Q (43041.560000 sec): 3 clusters
  Score: Raw -37598068.962281 + Penalty 6078.650449 = -37591990.311832
  nChanged 15
		SP:Iteration 15Q (43043.280000 sec): 3 clusters
  Score: Raw -37598089.550817 + Penalty 6078.650449 = -37592010.900368
  nChanged 8
		SP:Iteration 16Q (43045.020000 sec): 3 clusters
  Score: Raw -37598101.557376 + Penalty 6078.650449 = -37592022.906927
  nChanged 9
		SP:Iteration 17Q (43046.750000 sec): 3 clusters
  Score: Raw -37598114.624584 + Penalty 6078.650449 = -37592035.974135
  nChanged 9
		SP:Iteration 18Q (43048.520000 sec): 3 clusters
  Score: Raw -37598125.804715 + Penalty 6078.650449 = -37592047.154266
  nChanged 2
		SP:Iteration 19Q (43050.250000 sec): 3 clusters
  Score: Raw -37598127.080869 + Penalty 6078.650449 = -37592048.430420
  nChanged 2
		SP:Iteration 20F (43052.010000 sec): 3 clusters
  Score: Raw -37598128.342357 + Penalty 6078.650449 = -37592049.691908
  nChanged 1
		SP:Iteration 21Q (43053.660000 sec): 3 clusters
  Score: Raw -37598130.912090 + Penalty 6078.650449 = -37592052.261641
  nChanged 3
		SP:Iteration 22Q (43055.300000 sec): 3 clusters
  Score: Raw -37598134.885062 + Penalty 6078.650449 = -37592056.234613
  nChanged 4
		SP:Iteration 23Q (43056.940000 sec): 3 clusters
  Score: Raw -37598140.175233 + Penalty 6078.650449 = -37592061.524784
  nChanged 7
		SP:Iteration 24Q (43058.660000 sec): 3 clusters
  Score: Raw -37598148.955692 + Penalty 6078.650449 = -37592070.305243
  nChanged 3
		SP:Iteration 25Q (43060.410000 sec): 3 clusters
  Score: Raw -37598153.668426 + Penalty 6078.650449 = -37592075.017978
  nChanged 3
		SP:Iteration 26Q (43062.150000 sec): 3 clusters
  Score: Raw -37598162.032770 + Penalty 6078.650449 = -37592083.382321
  nChanged 4
		SP:Iteration 27Q (43063.880000 sec): 3 clusters
  Score: Raw -37598167.024347 + Penalty 6078.650449 = -37592088.373898
  nChanged 3
		SP:Iteration 28Q (43065.650000 sec): 3 clusters
  Score: Raw -37598171.840914 + Penalty 6078.650449 = -37592093.190466
  nChanged 3
		SP:Iteration 29Q (43067.330000 sec): 3 clusters
  Score: Raw -37598174.479952 + Penalty 6078.650449 = -37592095.829504
  nChanged 1
		SP:Iteration 30Q (43069.020000 sec): 3 clusters
  Score: Raw -37598175.476121 + Penalty 6078.650449 = -37592096.825672
  nChanged 2
		SP:Iteration 31Q (43070.770000 sec): 3 clusters
  Score: Raw -37598179.694196 + Penalty 6078.650449 = -37592101.043748
  nChanged 1
		SP:Iteration 32Q (43072.510000 sec): 3 clusters
  Score: Raw -37598181.079903 + Penalty 6078.650449 = -37592102.429455
  nChanged 0
		SP:Iteration 33F (43074.420000 sec): 3 clusters
  Score: Raw -37598181.079903 + Penalty 6078.650449 = -37592102.429455
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43074.670000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43075.000000 sec): 3 clusters
  Score: Raw -3595581.338814 + Penalty 4936.400600 = -3590644.938215
  nChanged 9343
		SP:Iteration 1F (43075.330000 sec): 3 clusters
  Score: Raw -3600894.067769 + Penalty 4936.400600 = -3595957.667169
  nChanged 1236
		SP:Iteration 2F (43075.660000 sec): 3 clusters
  Score: Raw -3601554.114151 + Penalty 4936.400600 = -3596617.713552
  nChanged 1227
		SP:Iteration 3F (43075.990000 sec): 3 clusters
  Score: Raw -3602411.007295 + Penalty 4936.400600 = -3597474.606696
  nChanged 1408
		SP:Iteration 4F (43076.330000 sec): 3 clusters
  Score: Raw -3603652.727677 + Penalty 4936.400600 = -3598716.327077
  nChanged 1566
		SP:Iteration 5F (43076.650000 sec): 3 clusters
  Score: Raw -3605252.749736 + Penalty 4936.400600 = -3600316.349137
  nChanged 1655
		SP:Iteration 6F (43076.980000 sec): 3 clusters
  Score: Raw -3606852.002456 + Penalty 4936.400600 = -3601915.601857
  nChanged 1481
		SP:Iteration 7F (43077.310000 sec): 3 clusters
  Score: Raw -3607985.266344 + Penalty 4936.400600 = -3603048.865745
  nChanged 1106
		SP:Iteration 8F (43077.640000 sec): 3 clusters
  Score: Raw -3608610.317241 + Penalty 4936.400600 = -3603673.916641
  nChanged 767
		SP:Iteration 9Q (43077.970000 sec): 3 clusters
  Score: Raw -3608938.605090 + Penalty 4936.400600 = -3604002.204491
  nChanged 532
		SP:Iteration 10Q (43078.310000 sec): 3 clusters
  Score: Raw -3609144.381582 + Penalty 4936.400600 = -3604207.980983
  nChanged 453
		SP:Iteration 11Q (43078.640000 sec): 3 clusters
  Score: Raw -3609291.688921 + Penalty 4936.400600 = -3604355.288322
  nChanged 376
		SP:Iteration 12Q (43079.010000 sec): 3 clusters
  Score: Raw -3609397.573493 + Penalty 4936.400600 = -3604461.172894
  nChanged 318
		SP:Iteration 13Q (43079.310000 sec): 3 clusters
  Score: Raw -3609477.022297 + Penalty 4936.400600 = -3604540.621698
  nChanged 270
		SP:Iteration 14Q (43079.690000 sec): 3 clusters
  Score: Raw -3609538.107030 + Penalty 4936.400600 = -3604601.706430
  nChanged 248
		SP:Iteration 15Q (43079.990000 sec): 3 clusters
  Score: Raw -3609595.068453 + Penalty 4936.400600 = -3604658.667853
  nChanged 235
		SP:Iteration 16Q (43080.310000 sec): 3 clusters
  Score: Raw -3609645.481380 + Penalty 4936.400600 = -3604709.080780
  nChanged 207
		SP:Iteration 17Q (43080.660000 sec): 3 clusters
  Score: Raw -3609689.912289 + Penalty 4936.400600 = -3604753.511689
  nChanged 198
		SP:Iteration 18Q (43080.990000 sec): 3 clusters
  Score: Raw -3609731.525754 + Penalty 4936.400600 = -3604795.125154
  nChanged 195
		SP:Iteration 19Q (43081.330000 sec): 3 clusters
  Score: Raw -3609769.524984 + Penalty 4936.400600 = -3604833.124384
  nChanged 180
		SP:Iteration 20F (43081.660000 sec): 3 clusters
  Score: Raw -3609803.278840 + Penalty 4936.400600 = -3604866.878241
  nChanged 136
		SP:Iteration 21Q (43081.990000 sec): 3 clusters
  Score: Raw -3609829.201373 + Penalty 4936.400600 = -3604892.800773
  nChanged 133
		SP:Iteration 22Q (43082.320000 sec): 3 clusters
  Score: Raw -3609851.972118 + Penalty 4936.400600 = -3604915.571519
  nChanged 123
		SP:Iteration 23Q (43082.650000 sec): 3 clusters
  Score: Raw -3609872.138268 + Penalty 4936.400600 = -3604935.737668
  nChanged 98
		SP:Iteration 24Q (43082.990000 sec): 3 clusters
  Score: Raw -3609888.079466 + Penalty 4936.400600 = -3604951.678866
  nChanged 92
		SP:Iteration 25Q (43083.320000 sec): 3 clusters
  Score: Raw -3609902.970981 + Penalty 4936.400600 = -3604966.570381
  nChanged 87
		SP:Iteration 26Q (43083.620000 sec): 3 clusters
  Score: Raw -3609916.865534 + Penalty 4936.400600 = -3604980.464934
  nChanged 72
		SP:Iteration 27Q (43083.930000 sec): 3 clusters
  Score: Raw -3609925.856653 + Penalty 4936.400600 = -3604989.456054
  nChanged 57
		SP:Iteration 28Q (43084.200000 sec): 3 clusters
  Score: Raw -3609931.916938 + Penalty 4936.400600 = -3604995.516339
  nChanged 47
		SP:Iteration 29Q (43084.520000 sec): 3 clusters
  Score: Raw -3609938.019335 + Penalty 4936.400600 = -3605001.618736
  nChanged 42
		SP:Iteration 30Q (43084.850000 sec): 3 clusters
  Score: Raw -3609943.025328 + Penalty 4936.400600 = -3605006.624729
  nChanged 34
		SP:Iteration 31Q (43085.190000 sec): 3 clusters
  Score: Raw -3609946.733247 + Penalty 4936.400600 = -3605010.332648
  nChanged 30
		SP:Iteration 32Q (43085.520000 sec): 3 clusters
  Score: Raw -3609949.389630 + Penalty 4936.400600 = -3605012.989030
  nChanged 39
		SP:Iteration 33Q (43085.890000 sec): 3 clusters
  Score: Raw -3609953.700651 + Penalty 4936.400600 = -3605017.300052
  nChanged 38
		SP:Iteration 34Q (43086.170000 sec): 3 clusters
  Score: Raw -3609957.267033 + Penalty 4936.400600 = -3605020.866433
  nChanged 30
		SP:Iteration 35Q (43086.510000 sec): 3 clusters
  Score: Raw -3609960.659973 + Penalty 4936.400600 = -3605024.259373
  nChanged 23
		SP:Iteration 36Q (43086.880000 sec): 3 clusters
  Score: Raw -3609963.957862 + Penalty 4936.400600 = -3605027.557263
  nChanged 24
		SP:Iteration 37Q (43087.270000 sec): 3 clusters
  Score: Raw -3609966.958573 + Penalty 4936.400600 = -3605030.557973
  nChanged 30
		SP:Iteration 38Q (43087.600000 sec): 3 clusters
  Score: Raw -3609970.389211 + Penalty 4936.400600 = -3605033.988612
  nChanged 27
		SP:Iteration 39Q (43087.940000 sec): 3 clusters
  Score: Raw -3609972.828552 + Penalty 4936.400600 = -3605036.427952
  nChanged 15
		SP:Iteration 40F (43088.270000 sec): 3 clusters
  Score: Raw -3609974.153716 + Penalty 4936.400600 = -3605037.753117
  nChanged 18
		SP:Iteration 41Q (43088.610000 sec): 3 clusters
  Score: Raw -3609975.908806 + Penalty 4936.400600 = -3605039.508207
  nChanged 13
		SP:Iteration 42Q (43088.950000 sec): 3 clusters
  Score: Raw -3609977.249784 + Penalty 4936.400600 = -3605040.849185
  nChanged 13
		SP:Iteration 43Q (43089.280000 sec): 3 clusters
  Score: Raw -3609978.301699 + Penalty 4936.400600 = -3605041.901100
  nChanged 11
		SP:Iteration 44Q (43089.610000 sec): 3 clusters
  Score: Raw -3609979.017425 + Penalty 4936.400600 = -3605042.616825
  nChanged 8
		SP:Iteration 45Q (43089.950000 sec): 3 clusters
  Score: Raw -3609979.475921 + Penalty 4936.400600 = -3605043.075322
  nChanged 6
		SP:Iteration 46Q (43090.280000 sec): 3 clusters
  Score: Raw -3609979.798284 + Penalty 4936.400600 = -3605043.397684
  nChanged 6
		SP:Iteration 47Q (43090.610000 sec): 3 clusters
  Score: Raw -3609980.199310 + Penalty 4936.400600 = -3605043.798710
  nChanged 4
		SP:Iteration 48Q (43090.950000 sec): 3 clusters
  Score: Raw -3609980.456208 + Penalty 4936.400600 = -3605044.055608
  nChanged 8
		SP:Iteration 49Q (43091.280000 sec): 3 clusters
  Score: Raw -3609981.008718 + Penalty 4936.400600 = -3605044.608118
  nChanged 7
		SP:Iteration 50Q (43091.610000 sec): 3 clusters
  Score: Raw -3609981.456902 + Penalty 4936.400600 = -3605045.056303
  nChanged 6
		SP:Iteration 51Q (43091.940000 sec): 3 clusters
  Score: Raw -3609982.043968 + Penalty 4936.400600 = -3605045.643369
  nChanged 9
		SP:Iteration 52Q (43092.270000 sec): 3 clusters
  Score: Raw -3609982.703365 + Penalty 4936.400600 = -3605046.302765
  nChanged 9
		SP:Iteration 53Q (43092.600000 sec): 3 clusters
  Score: Raw -3609983.250912 + Penalty 4936.400600 = -3605046.850312
  nChanged 3
		SP:Iteration 54Q (43092.930000 sec): 3 clusters
  Score: Raw -3609983.469674 + Penalty 4936.400600 = -3605047.069074
  nChanged 3
		SP:Iteration 55Q (43093.260000 sec): 3 clusters
  Score: Raw -3609983.649497 + Penalty 4936.400600 = -3605047.248897
  nChanged 2
		SP:Iteration 56Q (43093.600000 sec): 3 clusters
  Score: Raw -3609983.751693 + Penalty 4936.400600 = -3605047.351093
  nChanged 2
		SP:Iteration 57Q (43093.930000 sec): 3 clusters
  Score: Raw -3609983.816247 + Penalty 4936.400600 = -3605047.415647
  nChanged 2
		SP:Iteration 58Q (43094.260000 sec): 3 clusters
  Score: Raw -3609983.967596 + Penalty 4936.400600 = -3605047.566996
  nChanged 0
		SP:Iteration 59F (43094.590000 sec): 3 clusters
  Score: Raw -3609983.967596 + Penalty 4936.400600 = -3605047.566996
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43095.250000 sec): 2 clusters
  Score: Raw -17094367.122102 + Penalty 2845.001564 = -17091522.120538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43096.230000 sec): 3 clusters
  Score: Raw -17032914.229570 + Penalty 5690.003129 = -17027224.226441
  nChanged 45198
		SP:Iteration 1F (43097.210000 sec): 3 clusters
  Score: Raw -17058580.290060 + Penalty 5690.003129 = -17052890.286931
  nChanged 3181
		SP:Iteration 2Q (43098.230000 sec): 3 clusters
  Score: Raw -17059404.635944 + Penalty 5690.003129 = -17053714.632815
  nChanged 3332
		SP:Iteration 3Q (43099.260000 sec): 3 clusters
  Score: Raw -17060439.018141 + Penalty 5690.003129 = -17054749.015012
  nChanged 3700
		SP:Iteration 4Q (43100.280000 sec): 3 clusters
  Score: Raw -17061943.215153 + Penalty 5690.003129 = -17056253.212024
  nChanged 4640
		SP:Iteration 5Q (43101.300000 sec): 3 clusters
  Score: Raw -17064457.425769 + Penalty 5690.003129 = -17058767.422640
  nChanged 5858
		SP:Iteration 6F (43102.330000 sec): 3 clusters
  Score: Raw -17068382.070352 + Penalty 5690.003129 = -17062692.067224
  nChanged 6957
		SP:Iteration 7F (43103.240000 sec): 3 clusters
  Score: Raw -17073936.539630 + Penalty 5690.003129 = -17068246.536501
  nChanged 7541
		SP:Iteration 8F (43104.140000 sec): 3 clusters
  Score: Raw -17080713.556512 + Penalty 5690.003129 = -17075023.553383
  nChanged 6814
		SP:Iteration 9F (43105.150000 sec): 3 clusters
  Score: Raw -17087160.795918 + Penalty 5690.003129 = -17081470.792789
  nChanged 4526
		SP:Iteration 10Q (43106.100000 sec): 3 clusters
  Score: Raw -17091341.421825 + Penalty 5690.003129 = -17085651.418696
  nChanged 2261
		SP:Iteration 11Q (43107.010000 sec): 3 clusters
  Score: Raw -17093343.581775 + Penalty 5690.003129 = -17087653.578646
  nChanged 901
		SP:Iteration 12Q (43107.910000 sec): 3 clusters
  Score: Raw -17094140.769939 + Penalty 5690.003129 = -17088450.766811
  nChanged 373
		SP:Iteration 13Q (43108.780000 sec): 3 clusters
  Score: Raw -17094480.144707 + Penalty 5690.003129 = -17088790.141578
  nChanged 177
		SP:Iteration 14Q (43109.610000 sec): 3 clusters
  Score: Raw -17094629.900803 + Penalty 5690.003129 = -17088939.897674
  nChanged 73
		SP:Iteration 15Q (43110.500000 sec): 3 clusters
  Score: Raw -17094694.393896 + Penalty 5690.003129 = -17089004.390767
  nChanged 53
		SP:Iteration 16Q (43111.300000 sec): 3 clusters
  Score: Raw -17094743.601940 + Penalty 5690.003129 = -17089053.598811
  nChanged 38
		SP:Iteration 17Q (43112.120000 sec): 3 clusters
  Score: Raw -17094777.924636 + Penalty 5690.003129 = -17089087.921507
  nChanged 43
		SP:Iteration 18Q (43112.940000 sec): 3 clusters
  Score: Raw -17094820.650394 + Penalty 5690.003129 = -17089130.647265
  nChanged 24
		SP:Iteration 19Q (43113.750000 sec): 3 clusters
  Score: Raw -17094844.868464 + Penalty 5690.003129 = -17089154.865335
  nChanged 17
		SP:Iteration 20F (43114.610000 sec): 3 clusters
  Score: Raw -17094861.378367 + Penalty 5690.003129 = -17089171.375238
  nChanged 9
		SP:Iteration 21Q (43115.440000 sec): 3 clusters
  Score: Raw -17094870.028836 + Penalty 5690.003129 = -17089180.025708
  nChanged 8
		SP:Iteration 22Q (43116.250000 sec): 3 clusters
  Score: Raw -17094876.567253 + Penalty 5690.003129 = -17089186.564124
  nChanged 8
		SP:Iteration 23Q (43117.120000 sec): 3 clusters
  Score: Raw -17094883.219240 + Penalty 5690.003129 = -17089193.216112
  nChanged 4
		SP:Iteration 24Q (43118.000000 sec): 3 clusters
  Score: Raw -17094886.199617 + Penalty 5690.003129 = -17089196.196489
  nChanged 6
		SP:Iteration 25Q (43118.820000 sec): 3 clusters
  Score: Raw -17094891.602177 + Penalty 5690.003129 = -17089201.599048
  nChanged 5
		SP:Iteration 26Q (43119.650000 sec): 3 clusters
  Score: Raw -17094894.737935 + Penalty 5690.003129 = -17089204.734806
  nChanged 2
		SP:Iteration 27Q (43120.480000 sec): 3 clusters
  Score: Raw -17094896.031440 + Penalty 5690.003129 = -17089206.028311
  nChanged 0
		SP:Iteration 28F (43121.390000 sec): 3 clusters
  Score: Raw -17094896.031440 + Penalty 5690.003129 = -17089206.028311
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43121.480000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43121.660000 sec): 3 clusters
  Score: Raw -82568.146089 + Penalty 3110.410262 = -79457.735827
  nChanged 109
		SP:Iteration 1F (43121.830000 sec): 3 clusters
  Score: Raw -82816.225427 + Penalty 3110.410262 = -79705.815165
  nChanged 37
		SP:Iteration 2F (43122.010000 sec): 3 clusters
  Score: Raw -82911.455227 + Penalty 3110.410262 = -79801.044964
  nChanged 20
		SP:Iteration 3Q (43122.180000 sec): 3 clusters
  Score: Raw -82972.241434 + Penalty 3110.410262 = -79861.831172
  nChanged 9
		SP:Iteration 4Q (43122.360000 sec): 3 clusters
  Score: Raw -82997.657174 + Penalty 3110.410262 = -79887.246912
  nChanged 6
		SP:Iteration 5Q (43122.540000 sec): 3 clusters
  Score: Raw -83019.783335 + Penalty 3110.410262 = -79909.373072
  nChanged 4
		SP:Iteration 6Q (43122.710000 sec): 3 clusters
  Score: Raw -83029.454679 + Penalty 3110.410262 = -79919.044417
  nChanged 0
		SP:Iteration 7F (43122.890000 sec): 3 clusters
  Score: Raw -83029.454679 + Penalty 3110.410262 = -79919.044417
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43122.980000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43123.150000 sec): 3 clusters
  Score: Raw -34368.174918 + Penalty 2645.028521 = -31723.146397
  nChanged 20
		SP:Iteration 1F (43123.330000 sec): 3 clusters
  Score: Raw -34429.381267 + Penalty 2645.028521 = -31784.352745
  nChanged 7
		SP:Iteration 2Q (43123.510000 sec): 3 clusters
  Score: Raw -34452.898233 + Penalty 2645.028521 = -31807.869711
  nChanged 3
		SP:Iteration 3Q (43123.680000 sec): 3 clusters
  Score: Raw -34464.793113 + Penalty 2645.028521 = -31819.764592
  nChanged 0
		SP:Iteration 4F (43123.860000 sec): 3 clusters
  Score: Raw -34464.793113 + Penalty 2645.028521 = -31819.764592
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43123.950000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43124.120000 sec): 3 clusters
  Score: Raw -18355.607946 + Penalty 2331.438261 = -16024.169685
  nChanged 2
		SP:Iteration 1Q (43124.300000 sec): 3 clusters
  Score: Raw -18397.047470 + Penalty 2331.438261 = -16065.609208
  nChanged 0
		SP:Iteration 2F (43124.470000 sec): 3 clusters
  Score: Raw -18397.047470 + Penalty 2331.438261 = -16065.609208
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43124.560000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43124.740000 sec): 3 clusters
  Score: Raw -79124.893083 + Penalty 3061.163496 = -76063.729586
  nChanged 71
		SP:Iteration 1F (43124.910000 sec): 3 clusters
  Score: Raw -79280.703419 + Penalty 3061.163496 = -76219.539923
  nChanged 15
		SP:Iteration 2Q (43125.090000 sec): 3 clusters
  Score: Raw -79317.448925 + Penalty 3061.163496 = -76256.285428
  nChanged 8
		SP:Iteration 3Q (43125.270000 sec): 3 clusters
  Score: Raw -79333.286794 + Penalty 3061.163496 = -76272.123298
  nChanged 2
		SP:Iteration 4Q (43125.440000 sec): 3 clusters
  Score: Raw -79336.118858 + Penalty 3061.163496 = -76274.955362
  nChanged 0
		SP:Iteration 5F (43125.620000 sec): 3 clusters
  Score: Raw -79336.118858 + Penalty 3061.163496 = -76274.955362
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43125.710000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43125.880000 sec): 3 clusters
  Score: Raw -132210.244328 + Penalty 3295.965121 = -128914.279208
  nChanged 160
		SP:Iteration 1F (43126.060000 sec): 3 clusters
  Score: Raw -132426.787821 + Penalty 3295.965121 = -129130.822700
  nChanged 33
		SP:Iteration 2Q (43126.230000 sec): 3 clusters
  Score: Raw -132474.217510 + Penalty 3295.965121 = -129178.252389
  nChanged 13
		SP:Iteration 3Q (43126.410000 sec): 3 clusters
  Score: Raw -132492.494602 + Penalty 3295.965121 = -129196.529481
  nChanged 11
		SP:Iteration 4Q (43126.590000 sec): 3 clusters
  Score: Raw -132516.336931 + Penalty 3295.965121 = -129220.371810
  nChanged 8
		SP:Iteration 5Q (43126.760000 sec): 3 clusters
  Score: Raw -132536.973553 + Penalty 3295.965121 = -129241.008432
  nChanged 7
		SP:Iteration 6Q (43126.930000 sec): 3 clusters
  Score: Raw -132557.343075 + Penalty 3295.965121 = -129261.377955
  nChanged 5
		SP:Iteration 7Q (43127.110000 sec): 3 clusters
  Score: Raw -132562.796782 + Penalty 3295.965121 = -129266.831661
  nChanged 2
		SP:Iteration 8Q (43127.290000 sec): 3 clusters
  Score: Raw -132568.751762 + Penalty 3295.965121 = -129272.786641
  nChanged 3
		SP:Iteration 9Q (43127.460000 sec): 3 clusters
  Score: Raw -132570.477403 + Penalty 3295.965121 = -129274.512282
  nChanged 1
		SP:Iteration 10Q (43127.640000 sec): 3 clusters
  Score: Raw -132571.705247 + Penalty 3295.965121 = -129275.740126
  nChanged 1
		SP:Iteration 11Q (43127.810000 sec): 3 clusters
  Score: Raw -132572.020427 + Penalty 3295.965121 = -129276.055306
  nChanged 1
		SP:Iteration 12Q (43127.990000 sec): 3 clusters
  Score: Raw -132573.218034 + Penalty 3295.965121 = -129277.252913
  nChanged 0
		SP:Iteration 13F (43128.170000 sec): 3 clusters
  Score: Raw -132573.218034 + Penalty 3295.965121 = -129277.252913
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43128.250000 sec): 2 clusters
  Score: Raw -21566.853777 + Penalty 1330.762052 = -20236.091726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43128.430000 sec): 3 clusters
  Score: Raw -21824.972993 + Penalty 2661.524103 = -19163.448889
  nChanged 26
		SP:Iteration 1F (43128.610000 sec): 3 clusters
  Score: Raw -21937.354192 + Penalty 2661.524103 = -19275.830088
  nChanged 15
		SP:Iteration 2F (43128.780000 sec): 3 clusters
  Score: Raw -21999.545476 + Penalty 2661.524103 = -19338.021373
  nChanged 6
		SP:Iteration 3Q (43128.960000 sec): 3 clusters
  Score: Raw -22034.511089 + Penalty 2661.524103 = -19372.986985
  nChanged 1
		SP:Iteration 4Q (43129.130000 sec): 3 clusters
  Score: Raw -22038.883971 + Penalty 2661.524103 = -19377.359868
  nChanged 1
		SP:Iteration 5Q (43129.310000 sec): 3 clusters
  Score: Raw -22044.009937 + Penalty 2661.524103 = -19382.485833
  nChanged 0
		SP:Iteration 6F (43129.490000 sec): 3 clusters
  Score: Raw -22044.009937 + Penalty 2661.524103 = -19382.485833
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43129.570000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43129.750000 sec): 3 clusters
  Score: Raw -134236.724699 + Penalty 3288.818959 = -130947.905740
  nChanged 165
		SP:Iteration 1F (43129.930000 sec): 3 clusters
  Score: Raw -134451.865821 + Penalty 3288.818959 = -131163.046862
  nChanged 48
		SP:Iteration 2F (43130.100000 sec): 3 clusters
  Score: Raw -134525.977316 + Penalty 3288.818959 = -131237.158357
  nChanged 23
		SP:Iteration 3Q (43130.280000 sec): 3 clusters
  Score: Raw -134565.436210 + Penalty 3288.818959 = -131276.617251
  nChanged 20
		SP:Iteration 4Q (43130.450000 sec): 3 clusters
  Score: Raw -134590.288207 + Penalty 3288.818959 = -131301.469248
  nChanged 9
		SP:Iteration 5Q (43130.630000 sec): 3 clusters
  Score: Raw -134608.047486 + Penalty 3288.818959 = -131319.228526
  nChanged 10
		SP:Iteration 6Q (43130.810000 sec): 3 clusters
  Score: Raw -134620.810934 + Penalty 3288.818959 = -131331.991975
  nChanged 4
		SP:Iteration 7Q (43130.980000 sec): 3 clusters
  Score: Raw -134627.951395 + Penalty 3288.818959 = -131339.132435
  nChanged 4
		SP:Iteration 8Q (43131.160000 sec): 3 clusters
  Score: Raw -134633.377383 + Penalty 3288.818959 = -131344.558424
  nChanged 3
		SP:Iteration 9Q (43131.330000 sec): 3 clusters
  Score: Raw -134636.126269 + Penalty 3288.818959 = -131347.307310
  nChanged 0
		SP:Iteration 10F (43131.510000 sec): 3 clusters
  Score: Raw -134636.126269 + Penalty 3288.818959 = -131347.307310
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43131.590000 sec): 2 clusters
  Score: Raw -270670.565464 + Penalty 1823.246368 = -268847.319097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43131.770000 sec): 3 clusters
  Score: Raw -270142.803607 + Penalty 3646.492735 = -266496.310872
  nChanged 460
		SP:Iteration 1F (43131.950000 sec): 3 clusters
  Score: Raw -270531.562221 + Penalty 3646.492735 = -266885.069486
  nChanged 107
		SP:Iteration 2F (43132.120000 sec): 3 clusters
  Score: Raw -270657.300712 + Penalty 3646.492735 = -267010.807977
  nChanged 78
		SP:Iteration 3F (43132.300000 sec): 3 clusters
  Score: Raw -270746.056877 + Penalty 3646.492735 = -267099.564142
  nChanged 47
		SP:Iteration 4Q (43132.470000 sec): 3 clusters
  Score: Raw -270789.586309 + Penalty 3646.492735 = -267143.093573
  nChanged 31
		SP:Iteration 5Q (43132.650000 sec): 3 clusters
  Score: Raw -270816.975929 + Penalty 3646.492735 = -267170.483194
  nChanged 29
		SP:Iteration 6Q (43132.830000 sec): 3 clusters
  Score: Raw -270859.736764 + Penalty 3646.492735 = -267213.244028
  nChanged 34
		SP:Iteration 7Q (43133.000000 sec): 3 clusters
  Score: Raw -270897.320559 + Penalty 3646.492735 = -267250.827824
  nChanged 34
		SP:Iteration 8Q (43133.180000 sec): 3 clusters
  Score: Raw -270929.427341 + Penalty 3646.492735 = -267282.934606
  nChanged 34
		SP:Iteration 9Q (43133.350000 sec): 3 clusters
  Score: Raw -270961.517295 + Penalty 3646.492735 = -267315.024560
  nChanged 45
		SP:Iteration 10Q (43133.530000 sec): 3 clusters
  Score: Raw -271002.692913 + Penalty 3646.492735 = -267356.200178
  nChanged 28
		SP:Iteration 11Q (43133.710000 sec): 3 clusters
  Score: Raw -271026.640554 + Penalty 3646.492735 = -267380.147819
  nChanged 23
		SP:Iteration 12Q (43133.880000 sec): 3 clusters
  Score: Raw -271055.608728 + Penalty 3646.492735 = -267409.115993
  nChanged 25
		SP:Iteration 13Q (43134.060000 sec): 3 clusters
  Score: Raw -271088.531126 + Penalty 3646.492735 = -267442.038391
  nChanged 32
		SP:Iteration 14Q (43134.230000 sec): 3 clusters
  Score: Raw -271126.839821 + Penalty 3646.492735 = -267480.347086
  nChanged 19
		SP:Iteration 15Q (43134.410000 sec): 3 clusters
  Score: Raw -271150.758366 + Penalty 3646.492735 = -267504.265631
  nChanged 16
		SP:Iteration 16Q (43134.590000 sec): 3 clusters
  Score: Raw -271168.831899 + Penalty 3646.492735 = -267522.339164
  nChanged 14
		SP:Iteration 17Q (43134.760000 sec): 3 clusters
  Score: Raw -271186.408678 + Penalty 3646.492735 = -267539.915943
  nChanged 15
		SP:Iteration 18Q (43134.940000 sec): 3 clusters
  Score: Raw -271212.778293 + Penalty 3646.492735 = -267566.285558
  nChanged 26
		SP:Iteration 19Q (43135.110000 sec): 3 clusters
  Score: Raw -271248.289007 + Penalty 3646.492735 = -267601.796272
  nChanged 23
		SP:Iteration 20F (43135.290000 sec): 3 clusters
  Score: Raw -271282.378934 + Penalty 3646.492735 = -267635.886199
  nChanged 16
		SP:Iteration 21Q (43135.470000 sec): 3 clusters
  Score: Raw -271301.833724 + Penalty 3646.492735 = -267655.340989
  nChanged 14
		SP:Iteration 22Q (43135.640000 sec): 3 clusters
  Score: Raw -271319.538421 + Penalty 3646.492735 = -267673.045686
  nChanged 13
		SP:Iteration 23Q (43135.820000 sec): 3 clusters
  Score: Raw -271340.467541 + Penalty 3646.492735 = -267693.974806
  nChanged 14
		SP:Iteration 24Q (43135.990000 sec): 3 clusters
  Score: Raw -271359.083712 + Penalty 3646.492735 = -267712.590977
  nChanged 5
		SP:Iteration 25Q (43136.170000 sec): 3 clusters
  Score: Raw -271365.466246 + Penalty 3646.492735 = -267718.973511
  nChanged 11
		SP:Iteration 26Q (43136.350000 sec): 3 clusters
  Score: Raw -271375.270062 + Penalty 3646.492735 = -267728.777327
  nChanged 6
		SP:Iteration 27Q (43136.520000 sec): 3 clusters
  Score: Raw -271383.173259 + Penalty 3646.492735 = -267736.680524
  nChanged 8
		SP:Iteration 28Q (43136.700000 sec): 3 clusters
  Score: Raw -271397.195105 + Penalty 3646.492735 = -267750.702370
  nChanged 8
		SP:Iteration 29Q (43136.880000 sec): 3 clusters
  Score: Raw -271408.707386 + Penalty 3646.492735 = -267762.214651
  nChanged 11
		SP:Iteration 30Q (43137.050000 sec): 3 clusters
  Score: Raw -271419.378747 + Penalty 3646.492735 = -267772.886011
  nChanged 8
		SP:Iteration 31Q (43137.230000 sec): 3 clusters
  Score: Raw -271431.098487 + Penalty 3646.492735 = -267784.605752
  nChanged 8
		SP:Iteration 32Q (43137.400000 sec): 3 clusters
  Score: Raw -271439.821828 + Penalty 3646.492735 = -267793.329093
  nChanged 9
		SP:Iteration 33Q (43137.580000 sec): 3 clusters
  Score: Raw -271447.683257 + Penalty 3646.492735 = -267801.190522
  nChanged 5
		SP:Iteration 34Q (43137.750000 sec): 3 clusters
  Score: Raw -271452.202134 + Penalty 3646.492735 = -267805.709399
  nChanged 4
		SP:Iteration 35Q (43137.930000 sec): 3 clusters
  Score: Raw -271454.942927 + Penalty 3646.492735 = -267808.450192
  nChanged 3
		SP:Iteration 36Q (43138.100000 sec): 3 clusters
  Score: Raw -271456.971750 + Penalty 3646.492735 = -267810.479015
  nChanged 1
		SP:Iteration 37Q (43138.280000 sec): 3 clusters
  Score: Raw -271457.737372 + Penalty 3646.492735 = -267811.244637
  nChanged 3
		SP:Iteration 38Q (43138.450000 sec): 3 clusters
  Score: Raw -271462.544749 + Penalty 3646.492735 = -267816.052014
  nChanged 0
		SP:Iteration 39F (43138.630000 sec): 3 clusters
  Score: Raw -271462.544749 + Penalty 3646.492735 = -267816.052014
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43138.720000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43138.890000 sec): 3 clusters
  Score: Raw -60026.317000 + Penalty 2975.472535 = -57050.844465
  nChanged 57
		SP:Iteration 1F (43139.070000 sec): 3 clusters
  Score: Raw -60175.853446 + Penalty 2975.472535 = -57200.380911
  nChanged 15
		SP:Iteration 2Q (43139.250000 sec): 3 clusters
  Score: Raw -60212.897995 + Penalty 2975.472535 = -57237.425460
  nChanged 7
		SP:Iteration 3Q (43139.420000 sec): 3 clusters
  Score: Raw -60232.570737 + Penalty 2975.472535 = -57257.098203
  nChanged 7
		SP:Iteration 4Q (43139.600000 sec): 3 clusters
  Score: Raw -60255.980694 + Penalty 2975.472535 = -57280.508160
  nChanged 3
		SP:Iteration 5Q (43139.770000 sec): 3 clusters
  Score: Raw -60272.488973 + Penalty 2975.472535 = -57297.016439
  nChanged 3
		SP:Iteration 6Q (43139.950000 sec): 3 clusters
  Score: Raw -60278.791234 + Penalty 2975.472535 = -57303.318699
  nChanged 0
		SP:Iteration 7F (43140.130000 sec): 3 clusters
  Score: Raw -60278.791234 + Penalty 2975.472535 = -57303.318699
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43140.210000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43140.390000 sec): 3 clusters
  Score: Raw -185369.059613 + Penalty 3484.225919 = -181884.833694
  nChanged 273
		SP:Iteration 1F (43140.570000 sec): 3 clusters
  Score: Raw -185671.919061 + Penalty 3484.225919 = -182187.693142
  nChanged 80
		SP:Iteration 2F (43140.720000 sec): 3 clusters
  Score: Raw -185818.225756 + Penalty 3484.225919 = -182333.999837
  nChanged 61
		SP:Iteration 3F (43140.870000 sec): 3 clusters
  Score: Raw -185974.266004 + Penalty 3484.225919 = -182490.040085
  nChanged 51
		SP:Iteration 4Q (43141.050000 sec): 3 clusters
  Score: Raw -186096.970738 + Penalty 3484.225919 = -182612.744819
  nChanged 49
		SP:Iteration 5Q (43141.230000 sec): 3 clusters
  Score: Raw -186180.970659 + Penalty 3484.225919 = -182696.744740
  nChanged 43
		SP:Iteration 6Q (43141.400000 sec): 3 clusters
  Score: Raw -186260.826095 + Penalty 3484.225919 = -182776.600176
  nChanged 32
		SP:Iteration 7Q (43141.580000 sec): 3 clusters
  Score: Raw -186317.468268 + Penalty 3484.225919 = -182833.242349
  nChanged 26
		SP:Iteration 8Q (43141.750000 sec): 3 clusters
  Score: Raw -186379.259037 + Penalty 3484.225919 = -182895.033118
  nChanged 35
		SP:Iteration 9Q (43141.920000 sec): 3 clusters
  Score: Raw -186443.283426 + Penalty 3484.225919 = -182959.057507
  nChanged 26
		SP:Iteration 10Q (43142.110000 sec): 3 clusters
  Score: Raw -186492.857282 + Penalty 3484.225919 = -183008.631363
  nChanged 22
		SP:Iteration 11Q (43142.280000 sec): 3 clusters
  Score: Raw -186529.938221 + Penalty 3484.225919 = -183045.712302
  nChanged 18
		SP:Iteration 12Q (43142.460000 sec): 3 clusters
  Score: Raw -186558.743049 + Penalty 3484.225919 = -183074.517130
  nChanged 16
		SP:Iteration 13Q (43142.630000 sec): 3 clusters
  Score: Raw -186581.044108 + Penalty 3484.225919 = -183096.818189
  nChanged 9
		SP:Iteration 14Q (43142.780000 sec): 3 clusters
  Score: Raw -186594.092097 + Penalty 3484.225919 = -183109.866178
  nChanged 9
		SP:Iteration 15Q (43142.840000 sec): 3 clusters
  Score: Raw -186610.025261 + Penalty 3484.225919 = -183125.799342
  nChanged 6
		SP:Iteration 16Q (43142.870000 sec): 3 clusters
  Score: Raw -186619.615646 + Penalty 3484.225919 = -183135.389727
  nChanged 4
		SP:Iteration 17Q (43142.890000 sec): 3 clusters
  Score: Raw -186627.004664 + Penalty 3484.225919 = -183142.778745
  nChanged 3
		SP:Iteration 18Q (43142.930000 sec): 3 clusters
  Score: Raw -186629.639470 + Penalty 3484.225919 = -183145.413551
  nChanged 1
		SP:Iteration 19Q (43142.960000 sec): 3 clusters
  Score: Raw -186630.867790 + Penalty 3484.225919 = -183146.641870
  nChanged 0
		SP:Iteration 20F (43142.990000 sec): 3 clusters
  Score: Raw -186630.867790 + Penalty 3484.225919 = -183146.641870
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43143.670000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43144.730000 sec): 3 clusters
  Score: Raw -19044157.985653 + Penalty 5708.960592 = -19038449.025061
  nChanged 47012
		SP:Iteration 1F (43145.800000 sec): 3 clusters
  Score: Raw -19071102.061200 + Penalty 5708.960592 = -19065393.100608
  nChanged 3808
		SP:Iteration 2Q (43146.910000 sec): 3 clusters
  Score: Raw -19072289.727600 + Penalty 5708.960592 = -19066580.767008
  nChanged 4702
		SP:Iteration 3Q (43148.010000 sec): 3 clusters
  Score: Raw -19074364.586153 + Penalty 5708.960592 = -19068655.625561
  nChanged 6408
		SP:Iteration 4F (43148.970000 sec): 3 clusters
  Score: Raw -19078200.390814 + Penalty 5708.960592 = -19072491.430222
  nChanged 8040
		SP:Iteration 5F (43149.930000 sec): 3 clusters
  Score: Raw -19084243.580627 + Penalty 5708.960592 = -19078534.620036
  nChanged 8539
		SP:Iteration 6F (43150.880000 sec): 3 clusters
  Score: Raw -19091404.030098 + Penalty 5708.960592 = -19085695.069506
  nChanged 7262
		SP:Iteration 7F (43151.930000 sec): 3 clusters
  Score: Raw -19097733.618281 + Penalty 5708.960592 = -19092024.657689
  nChanged 5208
		SP:Iteration 8F (43152.950000 sec): 3 clusters
  Score: Raw -19102401.386805 + Penalty 5708.960592 = -19096692.426213
  nChanged 3229
		SP:Iteration 9Q (43154.100000 sec): 3 clusters
  Score: Raw -19105354.642711 + Penalty 5708.960592 = -19099645.682119
  nChanged 1749
		SP:Iteration 10Q (43155.180000 sec): 3 clusters
  Score: Raw -19106920.134268 + Penalty 5708.960592 = -19101211.173676
  nChanged 876
		SP:Iteration 11Q (43156.180000 sec): 3 clusters
  Score: Raw -19107714.503622 + Penalty 5708.960592 = -19102005.543030
  nChanged 440
		SP:Iteration 12Q (43157.140000 sec): 3 clusters
  Score: Raw -19108206.786152 + Penalty 5708.960592 = -19102497.825560
  nChanged 215
		SP:Iteration 13Q (43158.050000 sec): 3 clusters
  Score: Raw -19108679.654561 + Penalty 5708.960592 = -19102970.693969
  nChanged 110
		SP:Iteration 14Q (43158.900000 sec): 3 clusters
  Score: Raw -19108924.569585 + Penalty 5708.960592 = -19103215.608993
  nChanged 68
		SP:Iteration 15Q (43159.790000 sec): 3 clusters
  Score: Raw -19109010.800537 + Penalty 5708.960592 = -19103301.839945
  nChanged 48
		SP:Iteration 16Q (43160.640000 sec): 3 clusters
  Score: Raw -19109056.265473 + Penalty 5708.960592 = -19103347.304881
  nChanged 42
		SP:Iteration 17Q (43161.560000 sec): 3 clusters
  Score: Raw -19109085.433443 + Penalty 5708.960592 = -19103376.472851
  nChanged 36
		SP:Iteration 18Q (43162.410000 sec): 3 clusters
  Score: Raw -19109109.352890 + Penalty 5708.960592 = -19103400.392298
  nChanged 24
		SP:Iteration 19Q (43163.260000 sec): 3 clusters
  Score: Raw -19109120.406014 + Penalty 5708.960592 = -19103411.445422
  nChanged 4
		SP:Iteration 20F (43164.180000 sec): 3 clusters
  Score: Raw -19109122.600146 + Penalty 5708.960592 = -19103413.639554
  nChanged 2
		SP:Iteration 21Q (43165.060000 sec): 3 clusters
  Score: Raw -19109123.368922 + Penalty 5708.960592 = -19103414.408330
  nChanged 1
		SP:Iteration 22Q (43165.980000 sec): 3 clusters
  Score: Raw -19109124.012511 + Penalty 5708.960592 = -19103415.051919
  nChanged 2
		SP:Iteration 23Q (43166.900000 sec): 3 clusters
  Score: Raw -19109125.331757 + Penalty 5708.960592 = -19103416.371165
  nChanged 2
		SP:Iteration 24Q (43167.820000 sec): 3 clusters
  Score: Raw -19109126.025839 + Penalty 5708.960592 = -19103417.065247
  nChanged 0
		SP:Iteration 25F (43168.820000 sec): 3 clusters
  Score: Raw -19109126.025839 + Penalty 5708.960592 = -19103417.065247
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43168.900000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43169.070000 sec): 3 clusters
  Score: Raw -50664.688177 + Penalty 2829.076107 = -47835.612069
  nChanged 30
		SP:Iteration 1F (43169.250000 sec): 3 clusters
  Score: Raw -50760.988096 + Penalty 2829.076107 = -47931.911989
  nChanged 7
		SP:Iteration 2Q (43169.420000 sec): 3 clusters
  Score: Raw -50787.328458 + Penalty 2829.076107 = -47958.252351
  nChanged 4
		SP:Iteration 3Q (43169.600000 sec): 3 clusters
  Score: Raw -50801.870881 + Penalty 2829.076107 = -47972.794773
  nChanged 1
		SP:Iteration 4Q (43169.780000 sec): 3 clusters
  Score: Raw -50804.303490 + Penalty 2829.076107 = -47975.227383
  nChanged 0
		SP:Iteration 5F (43169.950000 sec): 3 clusters
  Score: Raw -50804.303490 + Penalty 2829.076107 = -47975.227383
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43170.000000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43170.000000 sec): 3 clusters
  Score: Raw -27319.861156 + Penalty 2570.164641 = -24749.696515
  nChanged 10
		SP:Iteration 1F (43170.010000 sec): 3 clusters
  Score: Raw -27383.869326 + Penalty 2570.164641 = -24813.704685
  nChanged 2
		SP:Iteration 2Q (43170.020000 sec): 3 clusters
  Score: Raw -27398.692517 + Penalty 2570.164641 = -24828.527876
  nChanged 2
		SP:Iteration 3Q (43170.020000 sec): 3 clusters
  Score: Raw -27409.135262 + Penalty 2570.164641 = -24838.970621
  nChanged 0
		SP:Iteration 4F (43170.030000 sec): 3 clusters
  Score: Raw -27409.135262 + Penalty 2570.164641 = -24838.970621
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43170.050000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43170.060000 sec): 3 clusters
  Score: Raw -48017.924169 + Penalty 2810.547637 = -45207.376532
  nChanged 33
		SP:Iteration 1F (43170.070000 sec): 3 clusters
  Score: Raw -48118.326140 + Penalty 2810.547637 = -45307.778503
  nChanged 3
		SP:Iteration 2Q (43170.080000 sec): 3 clusters
  Score: Raw -48131.113063 + Penalty 2810.547637 = -45320.565426
  nChanged 2
		SP:Iteration 3Q (43170.100000 sec): 3 clusters
  Score: Raw -48137.899373 + Penalty 2810.547637 = -45327.351735
  nChanged 0
		SP:Iteration 4F (43170.100000 sec): 3 clusters
  Score: Raw -48137.899373 + Penalty 2810.547637 = -45327.351735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43170.140000 sec): 2 clusters
  Score: Raw -151204.358943 + Penalty 1691.093168 = -149513.265774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43170.170000 sec): 3 clusters
  Score: Raw -151019.617690 + Penalty 3382.186336 = -147637.431354
  nChanged 252
		SP:Iteration 1F (43170.200000 sec): 3 clusters
  Score: Raw -151318.192504 + Penalty 3382.186336 = -147936.006167
  nChanged 63
		SP:Iteration 2F (43170.230000 sec): 3 clusters
  Score: Raw -151415.576116 + Penalty 3382.186336 = -148033.389779
  nChanged 40
		SP:Iteration 3Q (43170.260000 sec): 3 clusters
  Score: Raw -151456.012026 + Penalty 3382.186336 = -148073.825690
  nChanged 29
		SP:Iteration 4Q (43170.290000 sec): 3 clusters
  Score: Raw -151493.798515 + Penalty 3382.186336 = -148111.612178
  nChanged 21
		SP:Iteration 5Q (43170.320000 sec): 3 clusters
  Score: Raw -151531.922033 + Penalty 3382.186336 = -148149.735697
  nChanged 23
		SP:Iteration 6Q (43170.350000 sec): 3 clusters
  Score: Raw -151568.412858 + Penalty 3382.186336 = -148186.226522
  nChanged 25
		SP:Iteration 7Q (43170.380000 sec): 3 clusters
  Score: Raw -151604.286836 + Penalty 3382.186336 = -148222.100499
  nChanged 32
		SP:Iteration 8Q (43170.410000 sec): 3 clusters
  Score: Raw -151666.883345 + Penalty 3382.186336 = -148284.697009
  nChanged 38
		SP:Iteration 9Q (43170.440000 sec): 3 clusters
  Score: Raw -151773.647960 + Penalty 3382.186336 = -148391.461623
  nChanged 38
		SP:Iteration 10Q (43170.470000 sec): 3 clusters
  Score: Raw -151878.575433 + Penalty 3382.186336 = -148496.389096
  nChanged 38
		SP:Iteration 11Q (43170.500000 sec): 3 clusters
  Score: Raw -151993.675533 + Penalty 3382.186336 = -148611.489197
  nChanged 25
		SP:Iteration 12Q (43170.530000 sec): 3 clusters
  Score: Raw -152081.492251 + Penalty 3382.186336 = -148699.305915
  nChanged 21
		SP:Iteration 13Q (43170.560000 sec): 3 clusters
  Score: Raw -152156.951364 + Penalty 3382.186336 = -148774.765028
  nChanged 18
		SP:Iteration 14Q (43170.590000 sec): 3 clusters
  Score: Raw -152234.935428 + Penalty 3382.186336 = -148852.749092
  nChanged 15
		SP:Iteration 15Q (43170.620000 sec): 3 clusters
  Score: Raw -152293.049630 + Penalty 3382.186336 = -148910.863294
  nChanged 15
		SP:Iteration 16Q (43170.650000 sec): 3 clusters
  Score: Raw -152331.126285 + Penalty 3382.186336 = -148948.939949
  nChanged 8
		SP:Iteration 17Q (43170.680000 sec): 3 clusters
  Score: Raw -152359.902485 + Penalty 3382.186336 = -148977.716149
  nChanged 18
		SP:Iteration 18Q (43170.710000 sec): 3 clusters
  Score: Raw -152406.056073 + Penalty 3382.186336 = -149023.869737
  nChanged 14
		SP:Iteration 19Q (43170.740000 sec): 3 clusters
  Score: Raw -152443.725844 + Penalty 3382.186336 = -149061.539508
  nChanged 12
		SP:Iteration 20F (43170.770000 sec): 3 clusters
  Score: Raw -152474.679523 + Penalty 3382.186336 = -149092.493187
  nChanged 11
		SP:Iteration 21Q (43170.800000 sec): 3 clusters
  Score: Raw -152515.706152 + Penalty 3382.186336 = -149133.519816
  nChanged 9
		SP:Iteration 22Q (43170.830000 sec): 3 clusters
  Score: Raw -152532.256671 + Penalty 3382.186336 = -149150.070334
  nChanged 6
		SP:Iteration 23Q (43170.860000 sec): 3 clusters
  Score: Raw -152547.705894 + Penalty 3382.186336 = -149165.519558
  nChanged 6
		SP:Iteration 24Q (43170.890000 sec): 3 clusters
  Score: Raw -152560.329680 + Penalty 3382.186336 = -149178.143344
  nChanged 6
		SP:Iteration 25Q (43170.920000 sec): 3 clusters
  Score: Raw -152576.561414 + Penalty 3382.186336 = -149194.375078
  nChanged 9
		SP:Iteration 26Q (43170.950000 sec): 3 clusters
  Score: Raw -152595.479142 + Penalty 3382.186336 = -149213.292806
  nChanged 8
		SP:Iteration 27Q (43170.980000 sec): 3 clusters
  Score: Raw -152631.109477 + Penalty 3382.186336 = -149248.923141
  nChanged 6
		SP:Iteration 28Q (43171.010000 sec): 3 clusters
  Score: Raw -152657.926817 + Penalty 3382.186336 = -149275.740480
  nChanged 9
		SP:Iteration 29Q (43171.040000 sec): 3 clusters
  Score: Raw -152682.465215 + Penalty 3382.186336 = -149300.278878
  nChanged 12
		SP:Iteration 30Q (43171.070000 sec): 3 clusters
  Score: Raw -152720.631418 + Penalty 3382.186336 = -149338.445082
  nChanged 12
		SP:Iteration 31Q (43171.100000 sec): 3 clusters
  Score: Raw -152761.284160 + Penalty 3382.186336 = -149379.097824
  nChanged 13
		SP:Iteration 32Q (43171.130000 sec): 3 clusters
  Score: Raw -152792.375981 + Penalty 3382.186336 = -149410.189644
  nChanged 9
		SP:Iteration 33Q (43171.160000 sec): 3 clusters
  Score: Raw -152807.579432 + Penalty 3382.186336 = -149425.393095
  nChanged 8
		SP:Iteration 34Q (43171.190000 sec): 3 clusters
  Score: Raw -152823.333373 + Penalty 3382.186336 = -149441.147037
  nChanged 9
		SP:Iteration 35Q (43171.220000 sec): 3 clusters
  Score: Raw -152843.263705 + Penalty 3382.186336 = -149461.077369
  nChanged 4
		SP:Iteration 36Q (43171.240000 sec): 3 clusters
  Score: Raw -152851.942638 + Penalty 3382.186336 = -149469.756302
  nChanged 4
		SP:Iteration 37Q (43171.280000 sec): 3 clusters
  Score: Raw -152865.779121 + Penalty 3382.186336 = -149483.592784
  nChanged 2
		SP:Iteration 38Q (43171.300000 sec): 3 clusters
  Score: Raw -152870.018304 + Penalty 3382.186336 = -149487.831967
  nChanged 1
		SP:Iteration 39Q (43171.340000 sec): 3 clusters
  Score: Raw -152871.668605 + Penalty 3382.186336 = -149489.482268
  nChanged 1
		SP:Iteration 40F (43171.360000 sec): 3 clusters
  Score: Raw -152873.327879 + Penalty 3382.186336 = -149491.141542
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43171.400000 sec): 2 clusters
  Score: Raw -44860.462627 + Penalty 1463.853067 = -43396.609560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43171.410000 sec): 3 clusters
  Score: Raw -45012.378201 + Penalty 2927.706133 = -42084.672068
  nChanged 61
		SP:Iteration 1F (43171.420000 sec): 3 clusters
  Score: Raw -45156.001259 + Penalty 2927.706133 = -42228.295125
  nChanged 25
		SP:Iteration 2F (43171.440000 sec): 3 clusters
  Score: Raw -45245.953818 + Penalty 2927.706133 = -42318.247684
  nChanged 22
		SP:Iteration 3F (43171.460000 sec): 3 clusters
  Score: Raw -45321.638848 + Penalty 2927.706133 = -42393.932715
  nChanged 16
		SP:Iteration 4Q (43171.470000 sec): 3 clusters
  Score: Raw -45370.154251 + Penalty 2927.706133 = -42442.448117
  nChanged 13
		SP:Iteration 5Q (43171.480000 sec): 3 clusters
  Score: Raw -45446.825576 + Penalty 2927.706133 = -42519.119443
  nChanged 15
		SP:Iteration 6Q (43171.500000 sec): 3 clusters
  Score: Raw -45501.025432 + Penalty 2927.706133 = -42573.319298
  nChanged 4
		SP:Iteration 7Q (43171.510000 sec): 3 clusters
  Score: Raw -45526.028956 + Penalty 2927.706133 = -42598.322823
  nChanged 3
		SP:Iteration 8Q (43171.530000 sec): 3 clusters
  Score: Raw -45537.348301 + Penalty 2927.706133 = -42609.642168
  nChanged 1
		SP:Iteration 9Q (43171.540000 sec): 3 clusters
  Score: Raw -45539.403256 + Penalty 2927.706133 = -42611.697123
  nChanged 0
		SP:Iteration 10F (43171.560000 sec): 3 clusters
  Score: Raw -45539.403256 + Penalty 2927.706133 = -42611.697123
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43171.760000 sec): 2 clusters
  Score: Raw -2770033.035968 + Penalty 2403.039482 = -2767629.996486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43172.130000 sec): 3 clusters
  Score: Raw -2760740.059465 + Penalty 4806.078963 = -2755933.980502
  nChanged 6980
		SP:Iteration 1F (43172.430000 sec): 3 clusters
  Score: Raw -2764509.240291 + Penalty 4806.078963 = -2759703.161328
  nChanged 958
		SP:Iteration 2F (43172.740000 sec): 3 clusters
  Score: Raw -2764974.080956 + Penalty 4806.078963 = -2760168.001993
  nChanged 862
		SP:Iteration 3F (43173.040000 sec): 3 clusters
  Score: Raw -2765436.162533 + Penalty 4806.078963 = -2760630.083570
  nChanged 820
		SP:Iteration 4F (43173.340000 sec): 3 clusters
  Score: Raw -2765850.476433 + Penalty 4806.078963 = -2761044.397470
  nChanged 764
		SP:Iteration 5Q (43173.690000 sec): 3 clusters
  Score: Raw -2766207.900143 + Penalty 4806.078963 = -2761401.821180
  nChanged 659
		SP:Iteration 6Q (43173.990000 sec): 3 clusters
  Score: Raw -2766486.643008 + Penalty 4806.078963 = -2761680.564045
  nChanged 601
		SP:Iteration 7Q (43174.340000 sec): 3 clusters
  Score: Raw -2766712.537147 + Penalty 4806.078963 = -2761906.458184
  nChanged 499
		SP:Iteration 8Q (43174.640000 sec): 3 clusters
  Score: Raw -2766902.122652 + Penalty 4806.078963 = -2762096.043689
  nChanged 484
		SP:Iteration 9Q (43174.990000 sec): 3 clusters
  Score: Raw -2767078.567678 + Penalty 4806.078963 = -2762272.488715
  nChanged 451
		SP:Iteration 10Q (43175.290000 sec): 3 clusters
  Score: Raw -2767233.837799 + Penalty 4806.078963 = -2762427.758836
  nChanged 415
		SP:Iteration 11Q (43175.640000 sec): 3 clusters
  Score: Raw -2767371.420577 + Penalty 4806.078963 = -2762565.341614
  nChanged 384
		SP:Iteration 12Q (43175.940000 sec): 3 clusters
  Score: Raw -2767506.285424 + Penalty 4806.078963 = -2762700.206461
  nChanged 391
		SP:Iteration 13Q (43176.280000 sec): 3 clusters
  Score: Raw -2767671.983145 + Penalty 4806.078963 = -2762865.904182
  nChanged 433
		SP:Iteration 14Q (43176.630000 sec): 3 clusters
  Score: Raw -2767846.853151 + Penalty 4806.078963 = -2763040.774188
  nChanged 416
		SP:Iteration 15Q (43176.930000 sec): 3 clusters
  Score: Raw -2768007.759561 + Penalty 4806.078963 = -2763201.680598
  nChanged 365
		SP:Iteration 16Q (43177.270000 sec): 3 clusters
  Score: Raw -2768137.370220 + Penalty 4806.078963 = -2763331.291257
  nChanged 320
		SP:Iteration 17Q (43177.610000 sec): 3 clusters
  Score: Raw -2768253.375512 + Penalty 4806.078963 = -2763447.296549
  nChanged 319
		SP:Iteration 18Q (43177.910000 sec): 3 clusters
  Score: Raw -2768370.297991 + Penalty 4806.078963 = -2763564.219028
  nChanged 273
		SP:Iteration 19Q (43178.210000 sec): 3 clusters
  Score: Raw -2768457.968227 + Penalty 4806.078963 = -2763651.889264
  nChanged 234
		SP:Iteration 20F (43178.560000 sec): 3 clusters
  Score: Raw -2768521.308810 + Penalty 4806.078963 = -2763715.229847
  nChanged 182
		SP:Iteration 21Q (43178.860000 sec): 3 clusters
  Score: Raw -2768567.196788 + Penalty 4806.078963 = -2763761.117825
  nChanged 141
		SP:Iteration 22Q (43179.200000 sec): 3 clusters
  Score: Raw -2768599.754810 + Penalty 4806.078963 = -2763793.675847
  nChanged 132
		SP:Iteration 23Q (43179.500000 sec): 3 clusters
  Score: Raw -2768631.057796 + Penalty 4806.078963 = -2763824.978833
  nChanged 136
		SP:Iteration 24Q (43179.890000 sec): 3 clusters
  Score: Raw -2768661.729089 + Penalty 4806.078963 = -2763855.650126
  nChanged 121
		SP:Iteration 25Q (43180.230000 sec): 3 clusters
  Score: Raw -2768687.869497 + Penalty 4806.078963 = -2763881.790534
  nChanged 104
		SP:Iteration 26Q (43180.580000 sec): 3 clusters
  Score: Raw -2768711.796210 + Penalty 4806.078963 = -2763905.717246
  nChanged 93
		SP:Iteration 27Q (43180.930000 sec): 3 clusters
  Score: Raw -2768731.180839 + Penalty 4806.078963 = -2763925.101876
  nChanged 91
		SP:Iteration 28Q (43181.200000 sec): 3 clusters
  Score: Raw -2768750.972228 + Penalty 4806.078963 = -2763944.893265
  nChanged 111
		SP:Iteration 29Q (43181.500000 sec): 3 clusters
  Score: Raw -2768776.477590 + Penalty 4806.078963 = -2763970.398626
  nChanged 104
		SP:Iteration 30Q (43181.800000 sec): 3 clusters
  Score: Raw -2768801.112189 + Penalty 4806.078963 = -2763995.033226
  nChanged 114
		SP:Iteration 31Q (43182.140000 sec): 3 clusters
  Score: Raw -2768828.815653 + Penalty 4806.078963 = -2764022.736690
  nChanged 107
		SP:Iteration 32Q (43182.440000 sec): 3 clusters
  Score: Raw -2768853.375307 + Penalty 4806.078963 = -2764047.296344
  nChanged 94
		SP:Iteration 33Q (43182.780000 sec): 3 clusters
  Score: Raw -2768874.160457 + Penalty 4806.078963 = -2764068.081494
  nChanged 95
		SP:Iteration 34Q (43183.080000 sec): 3 clusters
  Score: Raw -2768897.070078 + Penalty 4806.078963 = -2764090.991115
  nChanged 108
		SP:Iteration 35Q (43183.320000 sec): 3 clusters
  Score: Raw -2768920.520021 + Penalty 4806.078963 = -2764114.441058
  nChanged 90
		SP:Iteration 36Q (43183.660000 sec): 3 clusters
  Score: Raw -2768937.212747 + Penalty 4806.078963 = -2764131.133784
  nChanged 85
		SP:Iteration 37Q (43183.960000 sec): 3 clusters
  Score: Raw -2768956.517785 + Penalty 4806.078963 = -2764150.438822
  nChanged 89
		SP:Iteration 38Q (43184.260000 sec): 3 clusters
  Score: Raw -2768974.267266 + Penalty 4806.078963 = -2764168.188303
  nChanged 84
		SP:Iteration 39Q (43184.570000 sec): 3 clusters
  Score: Raw -2768988.254929 + Penalty 4806.078963 = -2764182.175966
  nChanged 50
		SP:Iteration 40F (43184.890000 sec): 3 clusters
  Score: Raw -2768996.219325 + Penalty 4806.078963 = -2764190.140362
  nChanged 51
		SP:Iteration 41Q (43185.200000 sec): 3 clusters
  Score: Raw -2769004.216653 + Penalty 4806.078963 = -2764198.137690
  nChanged 55
		SP:Iteration 42Q (43185.500000 sec): 3 clusters
  Score: Raw -2769013.541245 + Penalty 4806.078963 = -2764207.462282
  nChanged 55
		SP:Iteration 43Q (43185.810000 sec): 3 clusters
  Score: Raw -2769022.604319 + Penalty 4806.078963 = -2764216.525356
  nChanged 57
		SP:Iteration 44Q (43186.150000 sec): 3 clusters
  Score: Raw -2769032.311147 + Penalty 4806.078963 = -2764226.232184
  nChanged 45
		SP:Iteration 45Q (43186.480000 sec): 3 clusters
  Score: Raw -2769038.994040 + Penalty 4806.078963 = -2764232.915077
  nChanged 39
		SP:Iteration 46Q (43186.800000 sec): 3 clusters
  Score: Raw -2769043.872517 + Penalty 4806.078963 = -2764237.793554
  nChanged 32
		SP:Iteration 47Q (43187.060000 sec): 3 clusters
  Score: Raw -2769047.992515 + Penalty 4806.078963 = -2764241.913552
  nChanged 36
		SP:Iteration 48Q (43187.370000 sec): 3 clusters
  Score: Raw -2769052.855602 + Penalty 4806.078963 = -2764246.776639
  nChanged 37
		SP:Iteration 49Q (43187.580000 sec): 3 clusters
  Score: Raw -2769057.722481 + Penalty 4806.078963 = -2764251.643518
  nChanged 28
		SP:Iteration 50Q (43187.880000 sec): 3 clusters
  Score: Raw -2769060.935210 + Penalty 4806.078963 = -2764254.856247
  nChanged 24
		SP:Iteration 51Q (43188.180000 sec): 3 clusters
  Score: Raw -2769063.956750 + Penalty 4806.078963 = -2764257.877787
  nChanged 27
		SP:Iteration 52Q (43188.490000 sec): 3 clusters
  Score: Raw -2769067.603660 + Penalty 4806.078963 = -2764261.524697
  nChanged 27
		SP:Iteration 53Q (43188.790000 sec): 3 clusters
  Score: Raw -2769071.065951 + Penalty 4806.078963 = -2764264.986988
  nChanged 26
		SP:Iteration 54Q (43189.070000 sec): 3 clusters
  Score: Raw -2769074.186575 + Penalty 4806.078963 = -2764268.107612
  nChanged 23
		SP:Iteration 55Q (43189.390000 sec): 3 clusters
  Score: Raw -2769077.332800 + Penalty 4806.078963 = -2764271.253837
  nChanged 20
		SP:Iteration 56Q (43189.660000 sec): 3 clusters
  Score: Raw -2769079.369561 + Penalty 4806.078963 = -2764273.290598
  nChanged 23
		SP:Iteration 57Q (43189.960000 sec): 3 clusters
  Score: Raw -2769081.811357 + Penalty 4806.078963 = -2764275.732394
  nChanged 17
		SP:Iteration 58Q (43190.260000 sec): 3 clusters
  Score: Raw -2769083.828342 + Penalty 4806.078963 = -2764277.749379
  nChanged 11
		SP:Iteration 59Q (43190.570000 sec): 3 clusters
  Score: Raw -2769084.737093 + Penalty 4806.078963 = -2764278.658130
  nChanged 11
		SP:Iteration 60F (43190.870000 sec): 3 clusters
  Score: Raw -2769085.627079 + Penalty 4806.078963 = -2764279.548116
  nChanged 10
		SP:Iteration 61Q (43191.120000 sec): 3 clusters
  Score: Raw -2769086.370266 + Penalty 4806.078963 = -2764280.291303
  nChanged 5
		SP:Iteration 62Q (43191.430000 sec): 3 clusters
  Score: Raw -2769086.693375 + Penalty 4806.078963 = -2764280.614412
  nChanged 3
		SP:Iteration 63Q (43191.730000 sec): 3 clusters
  Score: Raw -2769086.992587 + Penalty 4806.078963 = -2764280.913624
  nChanged 4
		SP:Iteration 64Q (43192.040000 sec): 3 clusters
  Score: Raw -2769087.269456 + Penalty 4806.078963 = -2764281.190493
  nChanged 4
		SP:Iteration 65Q (43192.340000 sec): 3 clusters
  Score: Raw -2769087.510603 + Penalty 4806.078963 = -2764281.431640
  nChanged 3
		SP:Iteration 66Q (43192.640000 sec): 3 clusters
  Score: Raw -2769087.665354 + Penalty 4806.078963 = -2764281.586391
  nChanged 3
		SP:Iteration 67Q (43192.940000 sec): 3 clusters
  Score: Raw -2769087.932345 + Penalty 4806.078963 = -2764281.853382
  nChanged 4
		SP:Iteration 68Q (43193.240000 sec): 3 clusters
  Score: Raw -2769088.229603 + Penalty 4806.078963 = -2764282.150640
  nChanged 1
		SP:Iteration 69Q (43193.540000 sec): 3 clusters
  Score: Raw -2769088.291910 + Penalty 4806.078963 = -2764282.212947
  nChanged 2
		SP:Iteration 70Q (43193.890000 sec): 3 clusters
  Score: Raw -2769088.403929 + Penalty 4806.078963 = -2764282.324966
  nChanged 0
		SP:Iteration 71F (43194.130000 sec): 3 clusters
  Score: Raw -2769088.403929 + Penalty 4806.078963 = -2764282.324966
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43194.190000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43194.190000 sec): 3 clusters
  Score: Raw -18919.672220 + Penalty 2686.385799 = -16233.286420
  nChanged 33
		SP:Iteration 1F (43194.200000 sec): 3 clusters
  Score: Raw -19080.843180 + Penalty 2686.385799 = -16394.457381
  nChanged 8
		SP:Iteration 2Q (43194.210000 sec): 3 clusters
  Score: Raw -19107.024711 + Penalty 2686.385799 = -16420.638911
  nChanged 6
		SP:Iteration 3Q (43194.220000 sec): 3 clusters
  Score: Raw -19128.672697 + Penalty 2686.385799 = -16442.286898
  nChanged 3
		SP:Iteration 4Q (43194.220000 sec): 3 clusters
  Score: Raw -19157.704933 + Penalty 2686.385799 = -16471.319134
  nChanged 4
		SP:Iteration 5Q (43194.230000 sec): 3 clusters
  Score: Raw -19171.515256 + Penalty 2686.385799 = -16485.129456
  nChanged 2
		SP:Iteration 6Q (43194.240000 sec): 3 clusters
  Score: Raw -19185.719024 + Penalty 2686.385799 = -16499.333225
  nChanged 0
		SP:Iteration 7F (43194.250000 sec): 3 clusters
  Score: Raw -19185.719024 + Penalty 2686.385799 = -16499.333225
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43194.270000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43194.280000 sec): 3 clusters
  Score: Raw -25079.846427 + Penalty 2575.706598 = -22504.139829
  nChanged 14
		SP:Iteration 1F (43194.290000 sec): 3 clusters
  Score: Raw -25195.703671 + Penalty 2575.706598 = -22619.997073
  nChanged 4
		SP:Iteration 2Q (43194.300000 sec): 3 clusters
  Score: Raw -25224.253418 + Penalty 2575.706598 = -22648.546820
  nChanged 4
		SP:Iteration 3Q (43194.310000 sec): 3 clusters
  Score: Raw -25267.608095 + Penalty 2575.706598 = -22691.901497
  nChanged 1
		SP:Iteration 4Q (43194.320000 sec): 3 clusters
  Score: Raw -25276.281342 + Penalty 2575.706598 = -22700.574744
  nChanged 0
		SP:Iteration 5F (43194.320000 sec): 3 clusters
  Score: Raw -25276.281342 + Penalty 2575.706598 = -22700.574744
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43194.340000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43194.350000 sec): 3 clusters
  Score: Raw -20159.723449 + Penalty 2544.429763 = -17615.293687
  nChanged 22
		SP:Iteration 1F (43194.360000 sec): 3 clusters
  Score: Raw -20317.404933 + Penalty 2544.429763 = -17772.975171
  nChanged 4
		SP:Iteration 2Q (43194.370000 sec): 3 clusters
  Score: Raw -20335.400756 + Penalty 2544.429763 = -17790.970993
  nChanged 3
		SP:Iteration 3Q (43194.380000 sec): 3 clusters
  Score: Raw -20345.484555 + Penalty 2544.429763 = -17801.054792
  nChanged 1
		SP:Iteration 4Q (43194.380000 sec): 3 clusters
  Score: Raw -20348.846337 + Penalty 2544.429763 = -17804.416574
  nChanged 1
		SP:Iteration 5Q (43194.390000 sec): 3 clusters
  Score: Raw -20354.059948 + Penalty 2544.429763 = -17809.630186
  nChanged 0
		SP:Iteration 6F (43194.400000 sec): 3 clusters
  Score: Raw -20354.059948 + Penalty 2544.429763 = -17809.630186
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43194.430000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43194.450000 sec): 3 clusters
  Score: Raw -72007.062172 + Penalty 2992.410766 = -69014.651406
  nChanged 57
		SP:Iteration 1F (43194.480000 sec): 3 clusters
  Score: Raw -72129.399919 + Penalty 2992.410766 = -69136.989153
  nChanged 13
		SP:Iteration 2Q (43194.500000 sec): 3 clusters
  Score: Raw -72161.080605 + Penalty 2992.410766 = -69168.669839
  nChanged 4
		SP:Iteration 3Q (43194.510000 sec): 3 clusters
  Score: Raw -72176.620935 + Penalty 2992.410766 = -69184.210169
  nChanged 2
		SP:Iteration 4Q (43194.530000 sec): 3 clusters
  Score: Raw -72181.855650 + Penalty 2992.410766 = -69189.444884
  nChanged 0
		SP:Iteration 5F (43194.540000 sec): 3 clusters
  Score: Raw -72181.855650 + Penalty 2992.410766 = -69189.444884
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43194.750000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43195.140000 sec): 3 clusters
  Score: Raw -3694288.625535 + Penalty 4939.930361 = -3689348.695174
  nChanged 9350
		SP:Iteration 1F (43195.430000 sec): 3 clusters
  Score: Raw -3699512.583004 + Penalty 4939.930361 = -3694572.652643
  nChanged 1372
		SP:Iteration 2F (43195.770000 sec): 3 clusters
  Score: Raw -3700293.145297 + Penalty 4939.930361 = -3695353.214936
  nChanged 1443
		SP:Iteration 3F (43196.100000 sec): 3 clusters
  Score: Raw -3701202.741081 + Penalty 4939.930361 = -3696262.810720
  nChanged 1517
		SP:Iteration 4F (43196.420000 sec): 3 clusters
  Score: Raw -3702144.485444 + Penalty 4939.930361 = -3697204.555083
  nChanged 1445
		SP:Iteration 5F (43196.760000 sec): 3 clusters
  Score: Raw -3703066.284079 + Penalty 4939.930361 = -3698126.353718
  nChanged 1355
		SP:Iteration 6F (43197.090000 sec): 3 clusters
  Score: Raw -3703955.803525 + Penalty 4939.930361 = -3699015.873164
  nChanged 1152
		SP:Iteration 7F (43197.410000 sec): 3 clusters
  Score: Raw -3704768.436803 + Penalty 4939.930361 = -3699828.506442
  nChanged 898
		SP:Iteration 8Q (43197.740000 sec): 3 clusters
  Score: Raw -3705417.770837 + Penalty 4939.930361 = -3700477.840476
  nChanged 674
		SP:Iteration 9Q (43198.080000 sec): 3 clusters
  Score: Raw -3705910.981392 + Penalty 4939.930361 = -3700971.051031
  nChanged 483
		SP:Iteration 10Q (43198.450000 sec): 3 clusters
  Score: Raw -3706233.918178 + Penalty 4939.930361 = -3701293.987817
  nChanged 360
		SP:Iteration 11Q (43198.790000 sec): 3 clusters
  Score: Raw -3706472.724851 + Penalty 4939.930361 = -3701532.794490
  nChanged 320
		SP:Iteration 12Q (43199.060000 sec): 3 clusters
  Score: Raw -3706681.289994 + Penalty 4939.930361 = -3701741.359633
  nChanged 228
		SP:Iteration 13Q (43199.460000 sec): 3 clusters
  Score: Raw -3706838.245550 + Penalty 4939.930361 = -3701898.315189
  nChanged 183
		SP:Iteration 14Q (43199.760000 sec): 3 clusters
  Score: Raw -3706945.919921 + Penalty 4939.930361 = -3702005.989560
  nChanged 123
		SP:Iteration 15Q (43200.100000 sec): 3 clusters
  Score: Raw -3707011.390029 + Penalty 4939.930361 = -3702071.459668
  nChanged 95
		SP:Iteration 16Q (43200.440000 sec): 3 clusters
  Score: Raw -3707057.607198 + Penalty 4939.930361 = -3702117.676837
  nChanged 71
		SP:Iteration 17Q (43200.780000 sec): 3 clusters
  Score: Raw -3707093.537261 + Penalty 4939.930361 = -3702153.606899
  nChanged 50
		SP:Iteration 18Q (43201.120000 sec): 3 clusters
  Score: Raw -3707119.743120 + Penalty 4939.930361 = -3702179.812759
  nChanged 39
		SP:Iteration 19Q (43201.460000 sec): 3 clusters
  Score: Raw -3707135.491527 + Penalty 4939.930361 = -3702195.561166
  nChanged 20
		SP:Iteration 20F (43201.840000 sec): 3 clusters
  Score: Raw -3707143.628672 + Penalty 4939.930361 = -3702203.698310
  nChanged 13
		SP:Iteration 21Q (43202.210000 sec): 3 clusters
  Score: Raw -3707149.528345 + Penalty 4939.930361 = -3702209.597983
  nChanged 17
		SP:Iteration 22Q (43202.550000 sec): 3 clusters
  Score: Raw -3707156.275847 + Penalty 4939.930361 = -3702216.345486
  nChanged 21
		SP:Iteration 23Q (43202.880000 sec): 3 clusters
  Score: Raw -3707162.624283 + Penalty 4939.930361 = -3702222.693922
  nChanged 12
		SP:Iteration 24Q (43203.170000 sec): 3 clusters
  Score: Raw -3707166.763135 + Penalty 4939.930361 = -3702226.832774
  nChanged 12
		SP:Iteration 25Q (43203.590000 sec): 3 clusters
  Score: Raw -3707170.184910 + Penalty 4939.930361 = -3702230.254548
  nChanged 7
		SP:Iteration 26Q (43203.890000 sec): 3 clusters
  Score: Raw -3707173.420857 + Penalty 4939.930361 = -3702233.490496
  nChanged 8
		SP:Iteration 27Q (43204.230000 sec): 3 clusters
  Score: Raw -3707176.413417 + Penalty 4939.930361 = -3702236.483056
  nChanged 7
		SP:Iteration 28Q (43204.570000 sec): 3 clusters
  Score: Raw -3707178.618267 + Penalty 4939.930361 = -3702238.687906
  nChanged 5
		SP:Iteration 29Q (43204.900000 sec): 3 clusters
  Score: Raw -3707179.800646 + Penalty 4939.930361 = -3702239.870284
  nChanged 6
		SP:Iteration 30Q (43205.170000 sec): 3 clusters
  Score: Raw -3707182.815454 + Penalty 4939.930361 = -3702242.885093
  nChanged 4
		SP:Iteration 31Q (43205.420000 sec): 3 clusters
  Score: Raw -3707184.294411 + Penalty 4939.930361 = -3702244.364050
  nChanged 4
		SP:Iteration 32Q (43205.720000 sec): 3 clusters
  Score: Raw -3707186.043147 + Penalty 4939.930361 = -3702246.112785
  nChanged 7
		SP:Iteration 33Q (43205.970000 sec): 3 clusters
  Score: Raw -3707189.105843 + Penalty 4939.930361 = -3702249.175482
  nChanged 4
		SP:Iteration 34Q (43206.300000 sec): 3 clusters
  Score: Raw -3707190.805154 + Penalty 4939.930361 = -3702250.874793
  nChanged 3
		SP:Iteration 35Q (43206.640000 sec): 3 clusters
  Score: Raw -3707191.731037 + Penalty 4939.930361 = -3702251.800676
  nChanged 2
		SP:Iteration 36Q (43207.020000 sec): 3 clusters
  Score: Raw -3707192.310986 + Penalty 4939.930361 = -3702252.380625
  nChanged 2
		SP:Iteration 37Q (43207.310000 sec): 3 clusters
  Score: Raw -3707192.960490 + Penalty 4939.930361 = -3702253.030129
  nChanged 1
		SP:Iteration 38Q (43207.620000 sec): 3 clusters
  Score: Raw -3707193.259346 + Penalty 4939.930361 = -3702253.328985
  nChanged 1
		SP:Iteration 39Q (43207.940000 sec): 3 clusters
  Score: Raw -3707193.865496 + Penalty 4939.930361 = -3702253.935135
  nChanged 0
		SP:Iteration 40F (43208.280000 sec): 3 clusters
  Score: Raw -3707193.865496 + Penalty 4939.930361 = -3702253.935135
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43208.370000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43208.540000 sec): 3 clusters
  Score: Raw -40708.990206 + Penalty 2773.129542 = -37935.860664
  nChanged 38
		SP:Iteration 1F (43208.700000 sec): 3 clusters
  Score: Raw -40924.516667 + Penalty 2773.129542 = -38151.387124
  nChanged 10
		SP:Iteration 2Q (43208.870000 sec): 3 clusters
  Score: Raw -41019.564522 + Penalty 2773.129542 = -38246.434980
  nChanged 4
		SP:Iteration 3Q (43209.030000 sec): 3 clusters
  Score: Raw -41038.659257 + Penalty 2773.129542 = -38265.529714
  nChanged 1
		SP:Iteration 4Q (43209.040000 sec): 3 clusters
  Score: Raw -41040.877379 + Penalty 2773.129542 = -38267.747836
  nChanged 1
		SP:Iteration 5Q (43209.050000 sec): 3 clusters
  Score: Raw -41045.700507 + Penalty 2773.129542 = -38272.570965
  nChanged 1
		SP:Iteration 6Q (43209.060000 sec): 3 clusters
  Score: Raw -41049.811209 + Penalty 2773.129542 = -38276.681666
  nChanged 1
		SP:Iteration 7Q (43209.070000 sec): 3 clusters
  Score: Raw -41053.139951 + Penalty 2773.129542 = -38280.010409
  nChanged 1
		SP:Iteration 8Q (43209.080000 sec): 3 clusters
  Score: Raw -41057.175635 + Penalty 2773.129542 = -38284.046093
  nChanged 0
		SP:Iteration 9F (43209.080000 sec): 3 clusters
  Score: Raw -41057.175635 + Penalty 2773.129542 = -38284.046093
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43209.120000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43209.150000 sec): 3 clusters
  Score: Raw -110521.488437 + Penalty 3200.216281 = -107321.272155
  nChanged 113
		SP:Iteration 1F (43209.170000 sec): 3 clusters
  Score: Raw -110715.426631 + Penalty 3200.216281 = -107515.210349
  nChanged 32
		SP:Iteration 2F (43209.200000 sec): 3 clusters
  Score: Raw -110774.154987 + Penalty 3200.216281 = -107573.938705
  nChanged 12
		SP:Iteration 3Q (43209.220000 sec): 3 clusters
  Score: Raw -110791.849407 + Penalty 3200.216281 = -107591.633125
  nChanged 6
		SP:Iteration 4Q (43209.250000 sec): 3 clusters
  Score: Raw -110803.737203 + Penalty 3200.216281 = -107603.520921
  nChanged 5
		SP:Iteration 5Q (43209.270000 sec): 3 clusters
  Score: Raw -110811.647200 + Penalty 3200.216281 = -107611.430918
  nChanged 3
		SP:Iteration 6Q (43209.290000 sec): 3 clusters
  Score: Raw -110815.361865 + Penalty 3200.216281 = -107615.145583
  nChanged 0
		SP:Iteration 7F (43209.320000 sec): 3 clusters
  Score: Raw -110815.361865 + Penalty 3200.216281 = -107615.145583
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43209.370000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43209.380000 sec): 3 clusters
  Score: Raw -30062.684739 + Penalty 2642.626580 = -27420.058160
  nChanged 12
		SP:Iteration 1F (43209.390000 sec): 3 clusters
  Score: Raw -30137.814343 + Penalty 2642.626580 = -27495.187764
  nChanged 4
		SP:Iteration 2Q (43209.400000 sec): 3 clusters
  Score: Raw -30152.831221 + Penalty 2642.626580 = -27510.204641
  nChanged 2
		SP:Iteration 3Q (43209.410000 sec): 3 clusters
  Score: Raw -30162.696811 + Penalty 2642.626580 = -27520.070231
  nChanged 0
		SP:Iteration 4F (43209.410000 sec): 3 clusters
  Score: Raw -30162.696811 + Penalty 2642.626580 = -27520.070231
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43209.450000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43209.480000 sec): 3 clusters
  Score: Raw -108844.559261 + Penalty 3222.400395 = -105622.158866
  nChanged 145
		SP:Iteration 1F (43209.500000 sec): 3 clusters
  Score: Raw -109093.254173 + Penalty 3222.400395 = -105870.853777
  nChanged 56
		SP:Iteration 2F (43209.530000 sec): 3 clusters
  Score: Raw -109218.509253 + Penalty 3222.400395 = -105996.108858
  nChanged 41
		SP:Iteration 3F (43209.550000 sec): 3 clusters
  Score: Raw -109318.382365 + Penalty 3222.400395 = -106095.981970
  nChanged 25
		SP:Iteration 4Q (43209.570000 sec): 3 clusters
  Score: Raw -109394.424051 + Penalty 3222.400395 = -106172.023656
  nChanged 22
		SP:Iteration 5Q (43209.590000 sec): 3 clusters
  Score: Raw -109456.592374 + Penalty 3222.400395 = -106234.191979
  nChanged 29
		SP:Iteration 6Q (43209.620000 sec): 3 clusters
  Score: Raw -109548.478243 + Penalty 3222.400395 = -106326.077847
  nChanged 21
		SP:Iteration 7Q (43209.640000 sec): 3 clusters
  Score: Raw -109638.593970 + Penalty 3222.400395 = -106416.193575
  nChanged 18
		SP:Iteration 8Q (43209.670000 sec): 3 clusters
  Score: Raw -109689.291231 + Penalty 3222.400395 = -106466.890836
  nChanged 9
		SP:Iteration 9Q (43209.690000 sec): 3 clusters
  Score: Raw -109710.387806 + Penalty 3222.400395 = -106487.987411
  nChanged 3
		SP:Iteration 10Q (43209.710000 sec): 3 clusters
  Score: Raw -109717.457395 + Penalty 3222.400395 = -106495.057000
  nChanged 3
		SP:Iteration 11Q (43209.740000 sec): 3 clusters
  Score: Raw -109721.821566 + Penalty 3222.400395 = -106499.421171
  nChanged 1
		SP:Iteration 12Q (43209.760000 sec): 3 clusters
  Score: Raw -109725.688961 + Penalty 3222.400395 = -106503.288566
  nChanged 0
		SP:Iteration 13F (43209.790000 sec): 3 clusters
  Score: Raw -109728.865405 + Penalty 3222.400395 = -106506.465010
  nChanged 1
		SP:Iteration 14Q (43209.810000 sec): 3 clusters
  Score: Raw -109736.252673 + Penalty 3222.400395 = -106513.852277
  nChanged 1
		SP:Iteration 15Q (43209.830000 sec): 3 clusters
  Score: Raw -109737.626865 + Penalty 3222.400395 = -106515.226470
  nChanged 2
		SP:Iteration 16Q (43209.860000 sec): 3 clusters
  Score: Raw -109740.637937 + Penalty 3222.400395 = -106518.237542
  nChanged 0
		SP:Iteration 17F (43209.880000 sec): 3 clusters
  Score: Raw -109740.637937 + Penalty 3222.400395 = -106518.237542
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43209.920000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43209.950000 sec): 3 clusters
  Score: Raw -162652.223065 + Penalty 3409.602454 = -159242.620611
  nChanged 250
		SP:Iteration 1F (43209.980000 sec): 3 clusters
  Score: Raw -162937.015017 + Penalty 3409.602454 = -159527.412563
  nChanged 63
		SP:Iteration 2F (43210.010000 sec): 3 clusters
  Score: Raw -163030.968031 + Penalty 3409.602454 = -159621.365577
  nChanged 29
		SP:Iteration 3Q (43210.050000 sec): 3 clusters
  Score: Raw -163087.260120 + Penalty 3409.602454 = -159677.657666
  nChanged 29
		SP:Iteration 4Q (43210.080000 sec): 3 clusters
  Score: Raw -163137.103412 + Penalty 3409.602454 = -159727.500958
  nChanged 22
		SP:Iteration 5Q (43210.110000 sec): 3 clusters
  Score: Raw -163182.821083 + Penalty 3409.602454 = -159773.218629
  nChanged 23
		SP:Iteration 6Q (43210.140000 sec): 3 clusters
  Score: Raw -163218.356773 + Penalty 3409.602454 = -159808.754319
  nChanged 13
		SP:Iteration 7Q (43210.170000 sec): 3 clusters
  Score: Raw -163241.359809 + Penalty 3409.602454 = -159831.757355
  nChanged 12
		SP:Iteration 8Q (43210.200000 sec): 3 clusters
  Score: Raw -163257.751406 + Penalty 3409.602454 = -159848.148952
  nChanged 8
		SP:Iteration 9Q (43210.230000 sec): 3 clusters
  Score: Raw -163266.375721 + Penalty 3409.602454 = -159856.773267
  nChanged 5
		SP:Iteration 10Q (43210.270000 sec): 3 clusters
  Score: Raw -163276.358944 + Penalty 3409.602454 = -159866.756491
  nChanged 8
		SP:Iteration 11Q (43210.300000 sec): 3 clusters
  Score: Raw -163289.286446 + Penalty 3409.602454 = -159879.683993
  nChanged 7
		SP:Iteration 12Q (43210.330000 sec): 3 clusters
  Score: Raw -163296.132199 + Penalty 3409.602454 = -159886.529746
  nChanged 5
		SP:Iteration 13Q (43210.360000 sec): 3 clusters
  Score: Raw -163301.883135 + Penalty 3409.602454 = -159892.280681
  nChanged 1
		SP:Iteration 14Q (43210.480000 sec): 3 clusters
  Score: Raw -163303.513273 + Penalty 3409.602454 = -159893.910819
  nChanged 3
		SP:Iteration 15Q (43210.650000 sec): 3 clusters
  Score: Raw -163306.789852 + Penalty 3409.602454 = -159897.187398
  nChanged 4
		SP:Iteration 16Q (43210.820000 sec): 3 clusters
  Score: Raw -163309.959682 + Penalty 3409.602454 = -159900.357229
  nChanged 2
		SP:Iteration 17Q (43211.000000 sec): 3 clusters
  Score: Raw -163312.969965 + Penalty 3409.602454 = -159903.367511
  nChanged 1
		SP:Iteration 18Q (43211.170000 sec): 3 clusters
  Score: Raw -163313.829723 + Penalty 3409.602454 = -159904.227269
  nChanged 0
		SP:Iteration 19F (43211.350000 sec): 3 clusters
  Score: Raw -163313.829723 + Penalty 3409.602454 = -159904.227269
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43211.440000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43211.610000 sec): 3 clusters
  Score: Raw -76331.766222 + Penalty 3063.230166 = -73268.536056
  nChanged 82
		SP:Iteration 1F (43211.790000 sec): 3 clusters
  Score: Raw -76511.828168 + Penalty 3063.230166 = -73448.598002
  nChanged 26
		SP:Iteration 2F (43211.970000 sec): 3 clusters
  Score: Raw -76577.248700 + Penalty 3063.230166 = -73514.018534
  nChanged 13
		SP:Iteration 3Q (43212.140000 sec): 3 clusters
  Score: Raw -76623.168284 + Penalty 3063.230166 = -73559.938118
  nChanged 11
		SP:Iteration 4Q (43212.320000 sec): 3 clusters
  Score: Raw -76661.317048 + Penalty 3063.230166 = -73598.086882
  nChanged 8
		SP:Iteration 5Q (43212.490000 sec): 3 clusters
  Score: Raw -76693.887471 + Penalty 3063.230166 = -73630.657305
  nChanged 7
		SP:Iteration 6Q (43212.670000 sec): 3 clusters
  Score: Raw -76720.781994 + Penalty 3063.230166 = -73657.551828
  nChanged 6
		SP:Iteration 7Q (43212.850000 sec): 3 clusters
  Score: Raw -76742.115056 + Penalty 3063.230166 = -73678.884890
  nChanged 4
		SP:Iteration 8Q (43213.020000 sec): 3 clusters
  Score: Raw -76769.449229 + Penalty 3063.230166 = -73706.219063
  nChanged 4
		SP:Iteration 9Q (43213.200000 sec): 3 clusters
  Score: Raw -76787.779122 + Penalty 3063.230166 = -73724.548956
  nChanged 3
		SP:Iteration 10Q (43213.370000 sec): 3 clusters
  Score: Raw -76796.497879 + Penalty 3063.230166 = -73733.267713
  nChanged 1
		SP:Iteration 11Q (43213.550000 sec): 3 clusters
  Score: Raw -76799.814719 + Penalty 3063.230166 = -73736.584553
  nChanged 1
		SP:Iteration 12Q (43213.720000 sec): 3 clusters
  Score: Raw -76803.875035 + Penalty 3063.230166 = -73740.644869
  nChanged 1
		SP:Iteration 13Q (43213.900000 sec): 3 clusters
  Score: Raw -76804.676377 + Penalty 3063.230166 = -73741.446211
  nChanged 0
		SP:Iteration 14F (43214.070000 sec): 3 clusters
  Score: Raw -76804.676377 + Penalty 3063.230166 = -73741.446211
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43214.160000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43214.380000 sec): 3 clusters
  Score: Raw -38368.599294 + Penalty 2736.656637 = -35631.942658
  nChanged 22
		SP:Iteration 1F (43214.560000 sec): 3 clusters
  Score: Raw -38459.975657 + Penalty 2736.656637 = -35723.319020
  nChanged 7
		SP:Iteration 2Q (43214.730000 sec): 3 clusters
  Score: Raw -38510.212979 + Penalty 2736.656637 = -35773.556342
  nChanged 3
		SP:Iteration 3Q (43214.910000 sec): 3 clusters
  Score: Raw -38522.891907 + Penalty 2736.656637 = -35786.235271
  nChanged 1
		SP:Iteration 4Q (43215.090000 sec): 3 clusters
  Score: Raw -38526.860445 + Penalty 2736.656637 = -35790.203809
  nChanged 0
		SP:Iteration 5F (43215.260000 sec): 3 clusters
  Score: Raw -38526.860445 + Penalty 2736.656637 = -35790.203809
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43215.340000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43215.510000 sec): 3 clusters
  Score: Raw -39904.684288 + Penalty 2769.414169 = -37135.270119
  nChanged 35
		SP:Iteration 1F (43215.690000 sec): 3 clusters
  Score: Raw -40029.012886 + Penalty 2769.414169 = -37259.598716
  nChanged 9
		SP:Iteration 2Q (43215.870000 sec): 3 clusters
  Score: Raw -40066.600194 + Penalty 2769.414169 = -37297.186025
  nChanged 5
		SP:Iteration 3Q (43216.040000 sec): 3 clusters
  Score: Raw -40082.454506 + Penalty 2769.414169 = -37313.040337
  nChanged 2
		SP:Iteration 4Q (43216.220000 sec): 3 clusters
  Score: Raw -40091.892459 + Penalty 2769.414169 = -37322.478290
  nChanged 1
		SP:Iteration 5Q (43216.390000 sec): 3 clusters
  Score: Raw -40096.079316 + Penalty 2769.414169 = -37326.665147
  nChanged 0
		SP:Iteration 6F (43216.570000 sec): 3 clusters
  Score: Raw -40096.079316 + Penalty 2769.414169 = -37326.665147
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43216.640000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43216.780000 sec): 3 clusters
  Score: Raw -404391.357006 + Penalty 3868.880883 = -400522.476123
  nChanged 824
		SP:Iteration 1F (43216.960000 sec): 3 clusters
  Score: Raw -404968.201212 + Penalty 3868.880883 = -401099.320329
  nChanged 181
		SP:Iteration 2F (43217.130000 sec): 3 clusters
  Score: Raw -405124.584229 + Penalty 3868.880883 = -401255.703346
  nChanged 126
		SP:Iteration 3F (43217.310000 sec): 3 clusters
  Score: Raw -405249.592241 + Penalty 3868.880883 = -401380.711358
  nChanged 105
		SP:Iteration 4Q (43217.490000 sec): 3 clusters
  Score: Raw -405379.777326 + Penalty 3868.880883 = -401510.896443
  nChanged 90
		SP:Iteration 5Q (43217.660000 sec): 3 clusters
  Score: Raw -405515.942132 + Penalty 3868.880883 = -401647.061249
  nChanged 111
		SP:Iteration 6Q (43217.840000 sec): 3 clusters
  Score: Raw -405718.468700 + Penalty 3868.880883 = -401849.587817
  nChanged 117
		SP:Iteration 7Q (43218.010000 sec): 3 clusters
  Score: Raw -405919.180759 + Penalty 3868.880883 = -402050.299876
  nChanged 105
		SP:Iteration 8Q (43218.170000 sec): 3 clusters
  Score: Raw -406073.043591 + Penalty 3868.880883 = -402204.162708
  nChanged 88
		SP:Iteration 9Q (43218.330000 sec): 3 clusters
  Score: Raw -406180.795599 + Penalty 3868.880883 = -402311.914716
  nChanged 76
		SP:Iteration 10Q (43218.500000 sec): 3 clusters
  Score: Raw -406277.531023 + Penalty 3868.880883 = -402408.650141
  nChanged 82
		SP:Iteration 11Q (43218.660000 sec): 3 clusters
  Score: Raw -406391.822091 + Penalty 3868.880883 = -402522.941208
  nChanged 69
		SP:Iteration 12Q (43218.820000 sec): 3 clusters
  Score: Raw -406479.542865 + Penalty 3868.880883 = -402610.661982
  nChanged 58
		SP:Iteration 13Q (43218.980000 sec): 3 clusters
  Score: Raw -406541.533119 + Penalty 3868.880883 = -402672.652236
  nChanged 38
		SP:Iteration 14Q (43219.140000 sec): 3 clusters
  Score: Raw -406574.029009 + Penalty 3868.880883 = -402705.148126
  nChanged 34
		SP:Iteration 15Q (43219.300000 sec): 3 clusters
  Score: Raw -406597.666417 + Penalty 3868.880883 = -402728.785534
  nChanged 22
		SP:Iteration 16Q (43219.460000 sec): 3 clusters
  Score: Raw -406613.396321 + Penalty 3868.880883 = -402744.515438
  nChanged 14
		SP:Iteration 17Q (43219.620000 sec): 3 clusters
  Score: Raw -406622.553432 + Penalty 3868.880883 = -402753.672549
  nChanged 17
		SP:Iteration 18Q (43219.780000 sec): 3 clusters
  Score: Raw -406632.119188 + Penalty 3868.880883 = -402763.238305
  nChanged 8
		SP:Iteration 19Q (43219.940000 sec): 3 clusters
  Score: Raw -406636.311960 + Penalty 3868.880883 = -402767.431077
  nChanged 4
		SP:Iteration 20F (43220.100000 sec): 3 clusters
  Score: Raw -406639.452805 + Penalty 3868.880883 = -402770.571922
  nChanged 4
		SP:Iteration 21Q (43220.260000 sec): 3 clusters
  Score: Raw -406641.872861 + Penalty 3868.880883 = -402772.991978
  nChanged 3
		SP:Iteration 22Q (43220.420000 sec): 3 clusters
  Score: Raw -406643.267892 + Penalty 3868.880883 = -402774.387009
  nChanged 4
		SP:Iteration 23Q (43220.590000 sec): 3 clusters
  Score: Raw -406644.920899 + Penalty 3868.880883 = -402776.040017
  nChanged 2
		SP:Iteration 24Q (43220.750000 sec): 3 clusters
  Score: Raw -406647.176082 + Penalty 3868.880883 = -402778.295199
  nChanged 3
		SP:Iteration 25Q (43220.910000 sec): 3 clusters
  Score: Raw -406648.282992 + Penalty 3868.880883 = -402779.402109
  nChanged 2
		SP:Iteration 26Q (43221.080000 sec): 3 clusters
  Score: Raw -406649.295116 + Penalty 3868.880883 = -402780.414233
  nChanged 2
		SP:Iteration 27Q (43221.240000 sec): 3 clusters
  Score: Raw -406651.039027 + Penalty 3868.880883 = -402782.158144
  nChanged 1
		SP:Iteration 28Q (43221.420000 sec): 3 clusters
  Score: Raw -406651.401651 + Penalty 3868.880883 = -402782.520768
  nChanged 1
		SP:Iteration 29Q (43221.590000 sec): 3 clusters
  Score: Raw -406651.483699 + Penalty 3868.880883 = -402782.602817
  nChanged 1
		SP:Iteration 30Q (43221.770000 sec): 3 clusters
  Score: Raw -406651.897319 + Penalty 3868.880883 = -402783.016436
  nChanged 0
		SP:Iteration 31F (43221.940000 sec): 3 clusters
  Score: Raw -406651.897319 + Penalty 3868.880883 = -402783.016436
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43222.030000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43222.080000 sec): 3 clusters
  Score: Raw -77822.200561 + Penalty 3054.911313 = -74767.289249
  nChanged 79
		SP:Iteration 1F (43222.090000 sec): 3 clusters
  Score: Raw -77971.826145 + Penalty 3054.911313 = -74916.914833
  nChanged 18
		SP:Iteration 2Q (43222.100000 sec): 3 clusters
  Score: Raw -78013.527432 + Penalty 3054.911313 = -74958.616119
  nChanged 7
		SP:Iteration 3Q (43222.120000 sec): 3 clusters
  Score: Raw -78030.095372 + Penalty 3054.911313 = -74975.184059
  nChanged 4
		SP:Iteration 4Q (43222.160000 sec): 3 clusters
  Score: Raw -78038.932078 + Penalty 3054.911313 = -74984.020766
  nChanged 2
		SP:Iteration 5Q (43222.210000 sec): 3 clusters
  Score: Raw -78044.607950 + Penalty 3054.911313 = -74989.696637
  nChanged 0
		SP:Iteration 6F (43222.260000 sec): 3 clusters
  Score: Raw -78044.607950 + Penalty 3054.911313 = -74989.696637
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43222.360000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43222.530000 sec): 3 clusters
  Score: Raw -649244.906961 + Penalty 4072.626108 = -645172.280853
  nChanged 1307
		SP:Iteration 1F (43222.700000 sec): 3 clusters
  Score: Raw -650006.727088 + Penalty 4072.626108 = -645934.100980
  nChanged 294
		SP:Iteration 2F (43222.880000 sec): 3 clusters
  Score: Raw -650230.398269 + Penalty 4072.626108 = -646157.772161
  nChanged 199
		SP:Iteration 3F (43223.060000 sec): 3 clusters
  Score: Raw -650386.315113 + Penalty 4072.626108 = -646313.689006
  nChanged 176
		SP:Iteration 4Q (43223.230000 sec): 3 clusters
  Score: Raw -650518.762159 + Penalty 4072.626108 = -646446.136051
  nChanged 148
		SP:Iteration 5Q (43223.400000 sec): 3 clusters
  Score: Raw -650636.015672 + Penalty 4072.626108 = -646563.389564
  nChanged 138
		SP:Iteration 6Q (43223.580000 sec): 3 clusters
  Score: Raw -650744.190006 + Penalty 4072.626108 = -646671.563898
  nChanged 131
		SP:Iteration 7Q (43223.760000 sec): 3 clusters
  Score: Raw -650860.835529 + Penalty 4072.626108 = -646788.209421
  nChanged 144
		SP:Iteration 8Q (43223.930000 sec): 3 clusters
  Score: Raw -651009.500276 + Penalty 4072.626108 = -646936.874168
  nChanged 124
		SP:Iteration 9Q (43224.100000 sec): 3 clusters
  Score: Raw -651116.083423 + Penalty 4072.626108 = -647043.457315
  nChanged 108
		SP:Iteration 10Q (43224.280000 sec): 3 clusters
  Score: Raw -651207.065949 + Penalty 4072.626108 = -647134.439841
  nChanged 82
		SP:Iteration 11Q (43224.460000 sec): 3 clusters
  Score: Raw -651270.253864 + Penalty 4072.626108 = -647197.627756
  nChanged 61
		SP:Iteration 12Q (43224.630000 sec): 3 clusters
  Score: Raw -651304.225571 + Penalty 4072.626108 = -647231.599463
  nChanged 38
		SP:Iteration 13Q (43224.800000 sec): 3 clusters
  Score: Raw -651331.320023 + Penalty 4072.626108 = -647258.693915
  nChanged 30
		SP:Iteration 14Q (43224.980000 sec): 3 clusters
  Score: Raw -651350.746956 + Penalty 4072.626108 = -647278.120849
  nChanged 28
		SP:Iteration 15Q (43225.150000 sec): 3 clusters
  Score: Raw -651367.298054 + Penalty 4072.626108 = -647294.671946
  nChanged 22
		SP:Iteration 16Q (43225.330000 sec): 3 clusters
  Score: Raw -651378.594705 + Penalty 4072.626108 = -647305.968598
  nChanged 14
		SP:Iteration 17Q (43225.500000 sec): 3 clusters
  Score: Raw -651385.490015 + Penalty 4072.626108 = -647312.863907
  nChanged 7
		SP:Iteration 18Q (43225.680000 sec): 3 clusters
  Score: Raw -651390.523361 + Penalty 4072.626108 = -647317.897253
  nChanged 11
		SP:Iteration 19Q (43225.860000 sec): 3 clusters
  Score: Raw -651397.423917 + Penalty 4072.626108 = -647324.797809
  nChanged 7
		SP:Iteration 20F (43226.030000 sec): 3 clusters
  Score: Raw -651400.813952 + Penalty 4072.626108 = -647328.187844
  nChanged 6
		SP:Iteration 21Q (43226.200000 sec): 3 clusters
  Score: Raw -651403.692200 + Penalty 4072.626108 = -647331.066092
  nChanged 7
		SP:Iteration 22Q (43226.380000 sec): 3 clusters
  Score: Raw -651407.921489 + Penalty 4072.626108 = -647335.295381
  nChanged 7
		SP:Iteration 23Q (43226.560000 sec): 3 clusters
  Score: Raw -651411.673381 + Penalty 4072.626108 = -647339.047273
  nChanged 5
		SP:Iteration 24Q (43226.730000 sec): 3 clusters
  Score: Raw -651414.796473 + Penalty 4072.626108 = -647342.170365
  nChanged 2
		SP:Iteration 25Q (43226.910000 sec): 3 clusters
  Score: Raw -651415.232528 + Penalty 4072.626108 = -647342.606420
  nChanged 0
		SP:Iteration 26F (43227.080000 sec): 3 clusters
  Score: Raw -651415.232528 + Penalty 4072.626108 = -647342.606420
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43227.170000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43227.340000 sec): 3 clusters
  Score: Raw -191516.148523 + Penalty 3494.272938 = -188021.875585
  nChanged 320
		SP:Iteration 1F (43227.520000 sec): 3 clusters
  Score: Raw -191924.527182 + Penalty 3494.272938 = -188430.254244
  nChanged 96
		SP:Iteration 2F (43227.700000 sec): 3 clusters
  Score: Raw -192109.284310 + Penalty 3494.272938 = -188615.011372
  nChanged 64
		SP:Iteration 3F (43227.870000 sec): 3 clusters
  Score: Raw -192223.169674 + Penalty 3494.272938 = -188728.896736
  nChanged 42
		SP:Iteration 4Q (43228.050000 sec): 3 clusters
  Score: Raw -192280.537825 + Penalty 3494.272938 = -188786.264887
  nChanged 33
		SP:Iteration 5Q (43228.220000 sec): 3 clusters
  Score: Raw -192332.765963 + Penalty 3494.272938 = -188838.493025
  nChanged 16
		SP:Iteration 6Q (43228.400000 sec): 3 clusters
  Score: Raw -192352.592922 + Penalty 3494.272938 = -188858.319984
  nChanged 5
		SP:Iteration 7Q (43228.580000 sec): 3 clusters
  Score: Raw -192360.060214 + Penalty 3494.272938 = -188865.787275
  nChanged 5
		SP:Iteration 8Q (43228.750000 sec): 3 clusters
  Score: Raw -192365.016078 + Penalty 3494.272938 = -188870.743139
  nChanged 3
		SP:Iteration 9Q (43228.920000 sec): 3 clusters
  Score: Raw -192367.603963 + Penalty 3494.272938 = -188873.331025
  nChanged 0
		SP:Iteration 10F (43229.100000 sec): 3 clusters
  Score: Raw -192367.603963 + Penalty 3494.272938 = -188873.331025
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43229.140000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43229.150000 sec): 3 clusters
  Score: Raw -20972.497678 + Penalty 2458.090221 = -18514.407457
  nChanged 9
		SP:Iteration 1F (43229.150000 sec): 3 clusters
  Score: Raw -21018.776996 + Penalty 2458.090221 = -18560.686776
  nChanged 2
		SP:Iteration 2Q (43229.160000 sec): 3 clusters
  Score: Raw -21027.000009 + Penalty 2458.090221 = -18568.909789
  nChanged 1
		SP:Iteration 3Q (43229.160000 sec): 3 clusters
  Score: Raw -21030.690210 + Penalty 2458.090221 = -18572.599989
  nChanged 0
		SP:Iteration 4F (43229.170000 sec): 3 clusters
  Score: Raw -21030.690210 + Penalty 2458.090221 = -18572.599989
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43229.190000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43229.200000 sec): 3 clusters
  Score: Raw -52775.122473 + Penalty 2857.977486 = -49917.144987
  nChanged 30
		SP:Iteration 1F (43229.220000 sec): 3 clusters
  Score: Raw -52864.226662 + Penalty 2857.977486 = -50006.249176
  nChanged 2
		SP:Iteration 2Q (43229.230000 sec): 3 clusters
  Score: Raw -52869.516018 + Penalty 2857.977486 = -50011.538532
  nChanged 1
		SP:Iteration 3Q (43229.250000 sec): 3 clusters
  Score: Raw -52872.703897 + Penalty 2857.977486 = -50014.726411
  nChanged 1
		SP:Iteration 4Q (43229.260000 sec): 3 clusters
  Score: Raw -52874.178221 + Penalty 2857.977486 = -50016.200735
  nChanged 1
		SP:Iteration 5Q (43229.270000 sec): 3 clusters
  Score: Raw -52875.495927 + Penalty 2857.977486 = -50017.518441
  nChanged 0
		SP:Iteration 6F (43229.280000 sec): 3 clusters
  Score: Raw -52875.495927 + Penalty 2857.977486 = -50017.518441
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43229.310000 sec): 2 clusters
  Score: Raw -68374.502096 + Penalty 1569.770785 = -66804.731311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43229.330000 sec): 3 clusters
  Score: Raw -68445.424353 + Penalty 3139.541569 = -65305.882784
  nChanged 145
		SP:Iteration 1F (43229.360000 sec): 3 clusters
  Score: Raw -68798.331959 + Penalty 3139.541569 = -65658.790390
  nChanged 56
		SP:Iteration 2F (43229.380000 sec): 3 clusters
  Score: Raw -69016.053394 + Penalty 3139.541569 = -65876.511825
  nChanged 38
		SP:Iteration 3F (43229.400000 sec): 3 clusters
  Score: Raw -69176.347931 + Penalty 3139.541569 = -66036.806361
  nChanged 28
		SP:Iteration 4Q (43229.420000 sec): 3 clusters
  Score: Raw -69302.438741 + Penalty 3139.541569 = -66162.897172
  nChanged 18
		SP:Iteration 5Q (43229.440000 sec): 3 clusters
  Score: Raw -69439.298254 + Penalty 3139.541569 = -66299.756685
  nChanged 18
		SP:Iteration 6Q (43229.470000 sec): 3 clusters
  Score: Raw -69550.483643 + Penalty 3139.541569 = -66410.942074
  nChanged 13
		SP:Iteration 7Q (43229.490000 sec): 3 clusters
  Score: Raw -69606.643968 + Penalty 3139.541569 = -66467.102399
  nChanged 12
		SP:Iteration 8Q (43229.510000 sec): 3 clusters
  Score: Raw -69668.765023 + Penalty 3139.541569 = -66529.223453
  nChanged 11
		SP:Iteration 9Q (43229.540000 sec): 3 clusters
  Score: Raw -69710.209011 + Penalty 3139.541569 = -66570.667442
  nChanged 7
		SP:Iteration 10Q (43229.560000 sec): 3 clusters
  Score: Raw -69752.504874 + Penalty 3139.541569 = -66612.963305
  nChanged 6
		SP:Iteration 11Q (43229.580000 sec): 3 clusters
  Score: Raw -69768.742912 + Penalty 3139.541569 = -66629.201343
  nChanged 3
		SP:Iteration 12Q (43229.600000 sec): 3 clusters
  Score: Raw -69781.068601 + Penalty 3139.541569 = -66641.527032
  nChanged 2
		SP:Iteration 13Q (43229.630000 sec): 3 clusters
  Score: Raw -69788.475790 + Penalty 3139.541569 = -66648.934221
  nChanged 1
		SP:Iteration 14Q (43229.650000 sec): 3 clusters
  Score: Raw -69797.013082 + Penalty 3139.541569 = -66657.471513
  nChanged 1
		SP:Iteration 15Q (43229.670000 sec): 3 clusters
  Score: Raw -69798.591500 + Penalty 3139.541569 = -66659.049931
  nChanged 0
		SP:Iteration 16F (43229.700000 sec): 3 clusters
  Score: Raw -69800.190456 + Penalty 3139.541569 = -66660.648887
  nChanged 1
		SP:Iteration 17Q (43229.720000 sec): 3 clusters
  Score: Raw -69810.878752 + Penalty 3139.541569 = -66671.337182
  nChanged 2
		SP:Iteration 18Q (43229.740000 sec): 3 clusters
  Score: Raw -69831.660054 + Penalty 3139.541569 = -66692.118484
  nChanged 3
		SP:Iteration 19Q (43229.760000 sec): 3 clusters
  Score: Raw -69862.677649 + Penalty 3139.541569 = -66723.136080
  nChanged 3
		SP:Iteration 20F (43229.790000 sec): 3 clusters
  Score: Raw -69878.076755 + Penalty 3139.541569 = -66738.535186
  nChanged 3
		SP:Iteration 21Q (43229.810000 sec): 3 clusters
  Score: Raw -69885.298280 + Penalty 3139.541569 = -66745.756710
  nChanged 3
		SP:Iteration 22Q (43229.830000 sec): 3 clusters
  Score: Raw -69896.266595 + Penalty 3139.541569 = -66756.725026
  nChanged 4
		SP:Iteration 23Q (43229.860000 sec): 3 clusters
  Score: Raw -69944.521132 + Penalty 3139.541569 = -66804.979563
  nChanged 3
		SP:Iteration 24Q (43229.880000 sec): 3 clusters
  Score: Raw -69956.435702 + Penalty 3139.541569 = -66816.894133
  nChanged 1
		SP:Iteration 25Q (43229.900000 sec): 3 clusters
  Score: Raw -69958.396162 + Penalty 3139.541569 = -66818.854592
  nChanged 0
		SP:Iteration 26F (43229.920000 sec): 3 clusters
  Score: Raw -69958.396162 + Penalty 3139.541569 = -66818.854592
  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 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43229.960000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43229.970000 sec): 3 clusters
  Score: Raw -23096.414467 + Penalty 2471.868884 = -20624.545582
  nChanged 9
		SP:Iteration 1F (43229.980000 sec): 3 clusters
  Score: Raw -23150.065486 + Penalty 2471.868884 = -20678.196602
  nChanged 1
		SP:Iteration 2Q (43229.980000 sec): 3 clusters
  Score: Raw -23154.206509 + Penalty 2471.868884 = -20682.337625
  nChanged 0
		SP:Iteration 3F (43229.990000 sec): 3 clusters
  Score: Raw -23154.206509 + Penalty 2471.868884 = -20682.337625
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43230.020000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43230.040000 sec): 3 clusters
  Score: Raw -95126.687038 + Penalty 3167.892142 = -91958.794896
  nChanged 113
		SP:Iteration 1F (43230.060000 sec): 3 clusters
  Score: Raw -95417.625191 + Penalty 3167.892142 = -92249.733049
  nChanged 25
		SP:Iteration 2Q (43230.090000 sec): 3 clusters
  Score: Raw -95502.407945 + Penalty 3167.892142 = -92334.515803
  nChanged 20
		SP:Iteration 3Q (43230.110000 sec): 3 clusters
  Score: Raw -95579.767438 + Penalty 3167.892142 = -92411.875295
  nChanged 11
		SP:Iteration 4Q (43230.130000 sec): 3 clusters
  Score: Raw -95606.883057 + Penalty 3167.892142 = -92438.990915
  nChanged 9
		SP:Iteration 5Q (43230.160000 sec): 3 clusters
  Score: Raw -95629.337540 + Penalty 3167.892142 = -92461.445398
  nChanged 9
		SP:Iteration 6Q (43230.180000 sec): 3 clusters
  Score: Raw -95652.722443 + Penalty 3167.892142 = -92484.830301
  nChanged 8
		SP:Iteration 7Q (43230.200000 sec): 3 clusters
  Score: Raw -95682.628625 + Penalty 3167.892142 = -92514.736483
  nChanged 9
		SP:Iteration 8Q (43230.220000 sec): 3 clusters
  Score: Raw -95700.330404 + Penalty 3167.892142 = -92532.438261
  nChanged 5
		SP:Iteration 9Q (43230.250000 sec): 3 clusters
  Score: Raw -95708.779369 + Penalty 3167.892142 = -92540.887227
  nChanged 1
		SP:Iteration 10Q (43230.270000 sec): 3 clusters
  Score: Raw -95709.696055 + Penalty 3167.892142 = -92541.803913
  nChanged 3
		SP:Iteration 11Q (43230.300000 sec): 3 clusters
  Score: Raw -95715.270903 + Penalty 3167.892142 = -92547.378760
  nChanged 0
		SP:Iteration 12F (43230.320000 sec): 3 clusters
  Score: Raw -95715.270903 + Penalty 3167.892142 = -92547.378760
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43230.340000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43230.350000 sec): 3 clusters
  Score: Raw -43833.506143 + Penalty 2789.512683 = -41043.993460
  nChanged 41
		SP:Iteration 1F (43230.360000 sec): 3 clusters
  Score: Raw -43941.362263 + Penalty 2789.512683 = -41151.849580
  nChanged 9
		SP:Iteration 2Q (43230.370000 sec): 3 clusters
  Score: Raw -43976.447692 + Penalty 2789.512683 = -41186.935008
  nChanged 7
		SP:Iteration 3Q (43230.380000 sec): 3 clusters
  Score: Raw -44035.424647 + Penalty 2789.512683 = -41245.911964
  nChanged 6
		SP:Iteration 4Q (43230.390000 sec): 3 clusters
  Score: Raw -44046.301356 + Penalty 2789.512683 = -41256.788673
  nChanged 3
		SP:Iteration 5Q (43230.400000 sec): 3 clusters
  Score: Raw -44063.611590 + Penalty 2789.512683 = -41274.098907
  nChanged 3
		SP:Iteration 6Q (43230.410000 sec): 3 clusters
  Score: Raw -44072.165572 + Penalty 2789.512683 = -41282.652889
  nChanged 3
		SP:Iteration 7Q (43230.420000 sec): 3 clusters
  Score: Raw -44079.093426 + Penalty 2789.512683 = -41289.580743
  nChanged 0
		SP:Iteration 8F (43230.420000 sec): 3 clusters
  Score: Raw -44079.093426 + Penalty 2789.512683 = -41289.580743
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43230.480000 sec): 2 clusters
  Score: Raw -185766.631493 + Penalty 1747.136469 = -184019.495024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43230.540000 sec): 3 clusters
  Score: Raw -185496.320880 + Penalty 3494.272938 = -182002.047942
  nChanged 324
		SP:Iteration 1F (43230.560000 sec): 3 clusters
  Score: Raw -185827.919134 + Penalty 3494.272938 = -182333.646196
  nChanged 79
		SP:Iteration 2F (43230.590000 sec): 3 clusters
  Score: Raw -185954.513361 + Penalty 3494.272938 = -182460.240423
  nChanged 49
		SP:Iteration 3Q (43230.630000 sec): 3 clusters
  Score: Raw -186064.245982 + Penalty 3494.272938 = -182569.973044
  nChanged 53
		SP:Iteration 4Q (43230.660000 sec): 3 clusters
  Score: Raw -186159.551989 + Penalty 3494.272938 = -182665.279050
  nChanged 41
		SP:Iteration 5Q (43230.690000 sec): 3 clusters
  Score: Raw -186232.802281 + Penalty 3494.272938 = -182738.529343
  nChanged 49
		SP:Iteration 6Q (43230.720000 sec): 3 clusters
  Score: Raw -186311.783774 + Penalty 3494.272938 = -182817.510836
  nChanged 30
		SP:Iteration 7Q (43230.760000 sec): 3 clusters
  Score: Raw -186381.931761 + Penalty 3494.272938 = -182887.658823
  nChanged 26
		SP:Iteration 8Q (43230.790000 sec): 3 clusters
  Score: Raw -186457.985435 + Penalty 3494.272938 = -182963.712497
  nChanged 31
		SP:Iteration 9Q (43230.820000 sec): 3 clusters
  Score: Raw -186512.923266 + Penalty 3494.272938 = -183018.650328
  nChanged 23
		SP:Iteration 10Q (43230.860000 sec): 3 clusters
  Score: Raw -186545.165167 + Penalty 3494.272938 = -183050.892229
  nChanged 12
		SP:Iteration 11Q (43230.890000 sec): 3 clusters
  Score: Raw -186570.513409 + Penalty 3494.272938 = -183076.240470
  nChanged 20
		SP:Iteration 12Q (43230.920000 sec): 3 clusters
  Score: Raw -186609.945131 + Penalty 3494.272938 = -183115.672193
  nChanged 16
		SP:Iteration 13Q (43230.960000 sec): 3 clusters
  Score: Raw -186633.354164 + Penalty 3494.272938 = -183139.081226
  nChanged 6
		SP:Iteration 14Q (43230.990000 sec): 3 clusters
  Score: Raw -186643.768803 + Penalty 3494.272938 = -183149.495865
  nChanged 9
		SP:Iteration 15Q (43231.020000 sec): 3 clusters
  Score: Raw -186658.202519 + Penalty 3494.272938 = -183163.929581
  nChanged 12
		SP:Iteration 16Q (43231.050000 sec): 3 clusters
  Score: Raw -186670.153307 + Penalty 3494.272938 = -183175.880369
  nChanged 8
		SP:Iteration 17Q (43231.080000 sec): 3 clusters
  Score: Raw -186680.716952 + Penalty 3494.272938 = -183186.444014
  nChanged 5
		SP:Iteration 18Q (43231.120000 sec): 3 clusters
  Score: Raw -186686.996309 + Penalty 3494.272938 = -183192.723371
  nChanged 2
		SP:Iteration 19Q (43231.150000 sec): 3 clusters
  Score: Raw -186688.180182 + Penalty 3494.272938 = -183193.907244
  nChanged 2
		SP:Iteration 20F (43231.180000 sec): 3 clusters
  Score: Raw -186690.124005 + Penalty 3494.272938 = -183195.851067
  nChanged 2
		SP:Iteration 21Q (43231.220000 sec): 3 clusters
  Score: Raw -186692.064284 + Penalty 3494.272938 = -183197.791346
  nChanged 1
		SP:Iteration 22Q (43231.250000 sec): 3 clusters
  Score: Raw -186693.926322 + Penalty 3494.272938 = -183199.653384
  nChanged 4
		SP:Iteration 23Q (43231.280000 sec): 3 clusters
  Score: Raw -186699.678014 + Penalty 3494.272938 = -183205.405075
  nChanged 4
		SP:Iteration 24Q (43231.320000 sec): 3 clusters
  Score: Raw -186704.702835 + Penalty 3494.272938 = -183210.429897
  nChanged 1
		SP:Iteration 25Q (43231.350000 sec): 3 clusters
  Score: Raw -186705.366596 + Penalty 3494.272938 = -183211.093658
  nChanged 1
		SP:Iteration 26Q (43231.380000 sec): 3 clusters
  Score: Raw -186707.665813 + Penalty 3494.272938 = -183213.392875
  nChanged 2
		SP:Iteration 27Q (43231.410000 sec): 3 clusters
  Score: Raw -186710.192133 + Penalty 3494.272938 = -183215.919195
  nChanged 1
		SP:Iteration 28Q (43231.450000 sec): 3 clusters
  Score: Raw -186711.753005 + Penalty 3494.272938 = -183217.480067
  nChanged 0
		SP:Iteration 29F (43231.480000 sec): 3 clusters
  Score: Raw -186711.753005 + Penalty 3494.272938 = -183217.480067
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43231.510000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43231.520000 sec): 3 clusters
  Score: Raw -46468.461588 + Penalty 2908.361063 = -43560.100525
  nChanged 104
		SP:Iteration 1F (43231.540000 sec): 3 clusters
  Score: Raw -46896.193556 + Penalty 2908.361063 = -43987.832493
  nChanged 34
		SP:Iteration 2F (43231.550000 sec): 3 clusters
  Score: Raw -47140.890768 + Penalty 2908.361063 = -44232.529705
  nChanged 17
		SP:Iteration 3Q (43231.560000 sec): 3 clusters
  Score: Raw -47220.027682 + Penalty 2908.361063 = -44311.666619
  nChanged 7
		SP:Iteration 4Q (43231.580000 sec): 3 clusters
  Score: Raw -47349.714565 + Penalty 2908.361063 = -44441.353502
  nChanged 6
		SP:Iteration 5Q (43231.590000 sec): 3 clusters
  Score: Raw -47364.783773 + Penalty 2908.361063 = -44456.422710
  nChanged 2
		SP:Iteration 6Q (43231.600000 sec): 3 clusters
  Score: Raw -47370.226824 + Penalty 2908.361063 = -44461.865761
  nChanged 1
		SP:Iteration 7Q (43231.620000 sec): 3 clusters
  Score: Raw -47371.797758 + Penalty 2908.361063 = -44463.436695
  nChanged 0
		SP:Iteration 8F (43231.630000 sec): 3 clusters
  Score: Raw -47371.797758 + Penalty 2908.361063 = -44463.436695
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43231.670000 sec): 2 clusters
  Score: Raw -85337.682918 + Penalty 1586.024876 = -83751.658041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43231.690000 sec): 3 clusters
  Score: Raw -85340.833048 + Penalty 3172.049753 = -82168.783295
  nChanged 152
		SP:Iteration 1F (43231.720000 sec): 3 clusters
  Score: Raw -85564.059092 + Penalty 3172.049753 = -82392.009339
  nChanged 43
		SP:Iteration 2F (43231.740000 sec): 3 clusters
  Score: Raw -85683.462223 + Penalty 3172.049753 = -82511.412470
  nChanged 26
		SP:Iteration 3Q (43231.760000 sec): 3 clusters
  Score: Raw -85770.443455 + Penalty 3172.049753 = -82598.393702
  nChanged 25
		SP:Iteration 4Q (43231.790000 sec): 3 clusters
  Score: Raw -85834.568797 + Penalty 3172.049753 = -82662.519045
  nChanged 25
		SP:Iteration 5Q (43231.810000 sec): 3 clusters
  Score: Raw -85926.998509 + Penalty 3172.049753 = -82754.948756
  nChanged 16
		SP:Iteration 6Q (43231.830000 sec): 3 clusters
  Score: Raw -85990.629774 + Penalty 3172.049753 = -82818.580022
  nChanged 17
		SP:Iteration 7Q (43231.860000 sec): 3 clusters
  Score: Raw -86083.385574 + Penalty 3172.049753 = -82911.335822
  nChanged 18
		SP:Iteration 8Q (43231.880000 sec): 3 clusters
  Score: Raw -86168.841780 + Penalty 3172.049753 = -82996.792027
  nChanged 16
		SP:Iteration 9Q (43231.900000 sec): 3 clusters
  Score: Raw -86236.057480 + Penalty 3172.049753 = -83064.007727
  nChanged 15
		SP:Iteration 10Q (43231.930000 sec): 3 clusters
  Score: Raw -86301.046711 + Penalty 3172.049753 = -83128.996959
  nChanged 11
		SP:Iteration 11Q (43231.950000 sec): 3 clusters
  Score: Raw -86361.884920 + Penalty 3172.049753 = -83189.835168
  nChanged 11
		SP:Iteration 12Q (43231.970000 sec): 3 clusters
  Score: Raw -86432.319189 + Penalty 3172.049753 = -83260.269436
  nChanged 8
		SP:Iteration 13Q (43232.000000 sec): 3 clusters
  Score: Raw -86470.275931 + Penalty 3172.049753 = -83298.226178
  nChanged 9
		SP:Iteration 14Q (43232.020000 sec): 3 clusters
  Score: Raw -86491.608443 + Penalty 3172.049753 = -83319.558690
  nChanged 5
		SP:Iteration 15Q (43232.040000 sec): 3 clusters
  Score: Raw -86522.256493 + Penalty 3172.049753 = -83350.206741
  nChanged 6
		SP:Iteration 16Q (43232.070000 sec): 3 clusters
  Score: Raw -86565.954301 + Penalty 3172.049753 = -83393.904548
  nChanged 2
		SP:Iteration 17Q (43232.090000 sec): 3 clusters
  Score: Raw -86580.975511 + Penalty 3172.049753 = -83408.925758
  nChanged 4
		SP:Iteration 18Q (43232.110000 sec): 3 clusters
  Score: Raw -86595.897447 + Penalty 3172.049753 = -83423.847695
  nChanged 4
		SP:Iteration 19Q (43232.140000 sec): 3 clusters
  Score: Raw -86611.802703 + Penalty 3172.049753 = -83439.752951
  nChanged 1
		SP:Iteration 20F (43232.160000 sec): 3 clusters
  Score: Raw -86622.718543 + Penalty 3172.049753 = -83450.668790
  nChanged 3
		SP:Iteration 21Q (43232.180000 sec): 3 clusters
  Score: Raw -86661.983744 + Penalty 3172.049753 = -83489.933991
  nChanged 5
		SP:Iteration 22Q (43232.210000 sec): 3 clusters
  Score: Raw -86683.459980 + Penalty 3172.049753 = -83511.410228
  nChanged 4
		SP:Iteration 23Q (43232.230000 sec): 3 clusters
  Score: Raw -86693.211718 + Penalty 3172.049753 = -83521.161966
  nChanged 3
		SP:Iteration 24Q (43232.250000 sec): 3 clusters
  Score: Raw -86709.416744 + Penalty 3172.049753 = -83537.366992
  nChanged 1
		SP:Iteration 25Q (43232.280000 sec): 3 clusters
  Score: Raw -86711.790254 + Penalty 3172.049753 = -83539.740501
  nChanged 2
		SP:Iteration 26Q (43232.300000 sec): 3 clusters
  Score: Raw -86714.822939 + Penalty 3172.049753 = -83542.773186
  nChanged 0
		SP:Iteration 27F (43232.320000 sec): 3 clusters
  Score: Raw -86714.822939 + Penalty 3172.049753 = -83542.773186
  nChanged 0
Deleting Class 54 (293 points): Lose 2652.756081 but Gain 3262.464713
Iteration 525F (43344.300000 sec): 60 clusters
  Score: Raw -91407948.516608 + Penalty 192485.418085 = -91215463.098524
  nChanged 280
Iteration 526F (43454.960000 sec): 60 clusters
  Score: Raw -91408893.641460 + Penalty 192485.418085 = -91216408.223375
  nChanged 21
Iteration 527Q (43530.010000 sec): 60 clusters
  Score: Raw -91408926.082940 + Penalty 192485.418085 = -91216440.664856
  nChanged 8
Iteration 528Q (43609.010000 sec): 60 clusters
  Score: Raw -91408939.568606 + Penalty 192485.418085 = -91216454.150521
  nChanged 3
Iteration 529Q (43687.930000 sec): 60 clusters
  Score: Raw -91408946.723522 + Penalty 192485.418085 = -91216461.305437
  nChanged 2
Iteration 530Q (43767.140000 sec): 60 clusters
  Score: Raw -91408953.017252 + Penalty 192485.418085 = -91216467.599167
  nChanged 0
Iteration 531F (43882.100000 sec): 60 clusters
  Score: Raw -91408953.017252 + Penalty 192485.418085 = -91216467.599167
  nChanged 0
Compute initial score before splitting:   Score: Raw -91408953.017252 + Penalty 192485.418085 = -91216467.599167
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43882.210000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43882.340000 sec): 3 clusters
  Score: Raw -48058.133208 + Penalty 2941.076215 = -45117.056993
  nChanged 70
		SP:Iteration 1F (43882.510000 sec): 3 clusters
  Score: Raw -48354.897249 + Penalty 2941.076215 = -45413.821034
  nChanged 35
		SP:Iteration 2F (43882.690000 sec): 3 clusters
  Score: Raw -48566.647943 + Penalty 2941.076215 = -45625.571728
  nChanged 23
		SP:Iteration 3F (43882.870000 sec): 3 clusters
  Score: Raw -48727.726474 + Penalty 2941.076215 = -45786.650258
  nChanged 18
		SP:Iteration 4Q (43883.040000 sec): 3 clusters
  Score: Raw -48826.076132 + Penalty 2941.076215 = -45884.999917
  nChanged 11
		SP:Iteration 5Q (43883.220000 sec): 3 clusters
  Score: Raw -48883.851349 + Penalty 2941.076215 = -45942.775133
  nChanged 2
		SP:Iteration 6Q (43883.390000 sec): 3 clusters
  Score: Raw -48896.968591 + Penalty 2941.076215 = -45955.892376
  nChanged 3
		SP:Iteration 7Q (43883.570000 sec): 3 clusters
  Score: Raw -48932.983558 + Penalty 2941.076215 = -45991.907343
  nChanged 2
		SP:Iteration 8Q (43883.740000 sec): 3 clusters
  Score: Raw -48948.455885 + Penalty 2941.076215 = -46007.379670
  nChanged 1
		SP:Iteration 9Q (43883.920000 sec): 3 clusters
  Score: Raw -48949.849569 + Penalty 2941.076215 = -46008.773354
  nChanged 0
		SP:Iteration 10F (43884.090000 sec): 3 clusters
  Score: Raw -48949.849569 + Penalty 2941.076215 = -46008.773354
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43884.180000 sec): 2 clusters
  Score: Raw -77478.041275 + Penalty 1532.644130 = -75945.397145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43884.360000 sec): 3 clusters
  Score: Raw -77558.742721 + Penalty 3065.288260 = -74493.454461
  nChanged 85
		SP:Iteration 1F (43884.530000 sec): 3 clusters
  Score: Raw -77722.472226 + Penalty 3065.288260 = -74657.183966
  nChanged 23
		SP:Iteration 2Q (43884.710000 sec): 3 clusters
  Score: Raw -77776.597657 + Penalty 3065.288260 = -74711.309396
  nChanged 13
		SP:Iteration 3Q (43884.890000 sec): 3 clusters
  Score: Raw -77825.989415 + Penalty 3065.288260 = -74760.701155
  nChanged 10
		SP:Iteration 4Q (43885.060000 sec): 3 clusters
  Score: Raw -77844.084743 + Penalty 3065.288260 = -74778.796483
  nChanged 2
		SP:Iteration 5Q (43885.240000 sec): 3 clusters
  Score: Raw -77845.954847 + Penalty 3065.288260 = -74780.666586
  nChanged 1
		SP:Iteration 6Q (43885.410000 sec): 3 clusters
  Score: Raw -77847.025531 + Penalty 3065.288260 = -74781.737271
  nChanged 1
		SP:Iteration 7Q (43885.590000 sec): 3 clusters
  Score: Raw -77847.935374 + Penalty 3065.288260 = -74782.647114
  nChanged 1
		SP:Iteration 8Q (43885.760000 sec): 3 clusters
  Score: Raw -77848.587337 + Penalty 3065.288260 = -74783.299077
  nChanged 0
		SP:Iteration 9F (43885.940000 sec): 3 clusters
  Score: Raw -77848.587337 + Penalty 3065.288260 = -74783.299077
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43885.990000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43886.170000 sec): 3 clusters
  Score: Raw -221748.878418 + Penalty 3514.607126 = -218234.271291
  nChanged 339
		SP:Iteration 1F (43886.350000 sec): 3 clusters
  Score: Raw -222086.125556 + Penalty 3514.607126 = -218571.518430
  nChanged 91
		SP:Iteration 2F (43886.520000 sec): 3 clusters
  Score: Raw -222193.572757 + Penalty 3514.607126 = -218678.965631
  nChanged 41
		SP:Iteration 3Q (43886.700000 sec): 3 clusters
  Score: Raw -222234.388650 + Penalty 3514.607126 = -218719.781523
  nChanged 22
		SP:Iteration 4Q (43886.850000 sec): 3 clusters
  Score: Raw -222258.242072 + Penalty 3514.607126 = -218743.634946
  nChanged 13
		SP:Iteration 5Q (43887.010000 sec): 3 clusters
  Score: Raw -222270.804841 + Penalty 3514.607126 = -218756.197715
  nChanged 14
		SP:Iteration 6Q (43887.190000 sec): 3 clusters
  Score: Raw -222284.573357 + Penalty 3514.607126 = -218769.966231
  nChanged 5
		SP:Iteration 7Q (43887.360000 sec): 3 clusters
  Score: Raw -222289.924198 + Penalty 3514.607126 = -218775.317072
  nChanged 7
		SP:Iteration 8Q (43887.540000 sec): 3 clusters
  Score: Raw -222299.041275 + Penalty 3514.607126 = -218784.434149
  nChanged 5
		SP:Iteration 9Q (43887.710000 sec): 3 clusters
  Score: Raw -222305.392420 + Penalty 3514.607126 = -218790.785294
  nChanged 8
		SP:Iteration 10Q (43887.890000 sec): 3 clusters
  Score: Raw -222315.621960 + Penalty 3514.607126 = -218801.014833
  nChanged 6
		SP:Iteration 11Q (43888.070000 sec): 3 clusters
  Score: Raw -222320.460628 + Penalty 3514.607126 = -218805.853502
  nChanged 4
		SP:Iteration 12Q (43888.240000 sec): 3 clusters
  Score: Raw -222323.574776 + Penalty 3514.607126 = -218808.967649
  nChanged 3
		SP:Iteration 13Q (43888.420000 sec): 3 clusters
  Score: Raw -222325.900941 + Penalty 3514.607126 = -218811.293814
  nChanged 2
		SP:Iteration 14Q (43888.590000 sec): 3 clusters
  Score: Raw -222327.297421 + Penalty 3514.607126 = -218812.690295
  nChanged 3
		SP:Iteration 15Q (43888.770000 sec): 3 clusters
  Score: Raw -222329.239362 + Penalty 3514.607126 = -218814.632236
  nChanged 2
		SP:Iteration 16Q (43888.950000 sec): 3 clusters
  Score: Raw -222331.077392 + Penalty 3514.607126 = -218816.470265
  nChanged 4
		SP:Iteration 17Q (43889.120000 sec): 3 clusters
  Score: Raw -222334.351568 + Penalty 3514.607126 = -218819.744442
  nChanged 3
		SP:Iteration 18Q (43889.300000 sec): 3 clusters
  Score: Raw -222336.555888 + Penalty 3514.607126 = -218821.948762
  nChanged 1
		SP:Iteration 19Q (43889.470000 sec): 3 clusters
  Score: Raw -222337.334022 + Penalty 3514.607126 = -218822.726896
  nChanged 0
		SP:Iteration 20F (43889.650000 sec): 3 clusters
  Score: Raw -222337.334022 + Penalty 3514.607126 = -218822.726896
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43889.740000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43889.910000 sec): 3 clusters
  Score: Raw -26942.379174 + Penalty 2544.429763 = -24397.949411
  nChanged 10
		SP:Iteration 1F (43890.090000 sec): 3 clusters
  Score: Raw -26991.726139 + Penalty 2544.429763 = -24447.296376
  nChanged 4
		SP:Iteration 2Q (43890.270000 sec): 3 clusters
  Score: Raw -27011.830679 + Penalty 2544.429763 = -24467.400916
  nChanged 1
		SP:Iteration 3Q (43890.450000 sec): 3 clusters
  Score: Raw -27018.071953 + Penalty 2544.429763 = -24473.642191
  nChanged 0
		SP:Iteration 4F (43890.610000 sec): 3 clusters
  Score: Raw -27018.071953 + Penalty 2544.429763 = -24473.642191
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43890.730000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43890.950000 sec): 3 clusters
  Score: Raw -901880.726808 + Penalty 4236.000510 = -897644.726298
  nChanged 1901
		SP:Iteration 1F (43891.160000 sec): 3 clusters
  Score: Raw -902925.841621 + Penalty 4236.000510 = -898689.841111
  nChanged 407
		SP:Iteration 2F (43891.320000 sec): 3 clusters
  Score: Raw -903203.943732 + Penalty 4236.000510 = -898967.943222
  nChanged 303
		SP:Iteration 3F (43891.480000 sec): 3 clusters
  Score: Raw -903403.044817 + Penalty 4236.000510 = -899167.044307
  nChanged 227
		SP:Iteration 4Q (43891.680000 sec): 3 clusters
  Score: Raw -903543.785761 + Penalty 4236.000510 = -899307.785251
  nChanged 185
		SP:Iteration 5Q (43891.840000 sec): 3 clusters
  Score: Raw -903646.097189 + Penalty 4236.000510 = -899410.096679
  nChanged 131
		SP:Iteration 6Q (43892.040000 sec): 3 clusters
  Score: Raw -903719.418952 + Penalty 4236.000510 = -899483.418442
  nChanged 113
		SP:Iteration 7Q (43892.200000 sec): 3 clusters
  Score: Raw -903782.931169 + Penalty 4236.000510 = -899546.930659
  nChanged 107
		SP:Iteration 8Q (43892.410000 sec): 3 clusters
  Score: Raw -903832.827692 + Penalty 4236.000510 = -899596.827182
  nChanged 92
		SP:Iteration 9Q (43892.610000 sec): 3 clusters
  Score: Raw -903878.497292 + Penalty 4236.000510 = -899642.496782
  nChanged 88
		SP:Iteration 10Q (43892.820000 sec): 3 clusters
  Score: Raw -903927.230473 + Penalty 4236.000510 = -899691.229963
  nChanged 95
		SP:Iteration 11Q (43893.020000 sec): 3 clusters
  Score: Raw -903974.605277 + Penalty 4236.000510 = -899738.604767
  nChanged 103
		SP:Iteration 12Q (43893.220000 sec): 3 clusters
  Score: Raw -904032.908254 + Penalty 4236.000510 = -899796.907744
  nChanged 93
		SP:Iteration 13Q (43893.430000 sec): 3 clusters
  Score: Raw -904084.980278 + Penalty 4236.000510 = -899848.979768
  nChanged 104
		SP:Iteration 14Q (43893.630000 sec): 3 clusters
  Score: Raw -904143.068734 + Penalty 4236.000510 = -899907.068224
  nChanged 110
		SP:Iteration 15Q (43893.840000 sec): 3 clusters
  Score: Raw -904201.082077 + Penalty 4236.000510 = -899965.081567
  nChanged 108
		SP:Iteration 16Q (43894.040000 sec): 3 clusters
  Score: Raw -904265.335810 + Penalty 4236.000510 = -900029.335300
  nChanged 116
		SP:Iteration 17Q (43894.250000 sec): 3 clusters
  Score: Raw -904333.706512 + Penalty 4236.000510 = -900097.706002
  nChanged 121
		SP:Iteration 18Q (43894.450000 sec): 3 clusters
  Score: Raw -904406.140704 + Penalty 4236.000510 = -900170.140194
  nChanged 148
		SP:Iteration 19Q (43894.660000 sec): 3 clusters
  Score: Raw -904516.099688 + Penalty 4236.000510 = -900280.099178
  nChanged 176
		SP:Iteration 20F (43894.860000 sec): 3 clusters
  Score: Raw -904662.628354 + Penalty 4236.000510 = -900426.627844
  nChanged 203
		SP:Iteration 21Q (43895.020000 sec): 3 clusters
  Score: Raw -904859.780974 + Penalty 4236.000510 = -900623.780464
  nChanged 184
		SP:Iteration 22Q (43895.180000 sec): 3 clusters
  Score: Raw -905051.251333 + Penalty 4236.000510 = -900815.250823
  nChanged 141
		SP:Iteration 23Q (43895.340000 sec): 3 clusters
  Score: Raw -905199.224237 + Penalty 4236.000510 = -900963.223727
  nChanged 115
		SP:Iteration 24Q (43895.500000 sec): 3 clusters
  Score: Raw -905319.306382 + Penalty 4236.000510 = -901083.305872
  nChanged 101
		SP:Iteration 25Q (43895.660000 sec): 3 clusters
  Score: Raw -905420.301265 + Penalty 4236.000510 = -901184.300755
  nChanged 75
		SP:Iteration 26Q (43895.830000 sec): 3 clusters
  Score: Raw -905500.912886 + Penalty 4236.000510 = -901264.912376
  nChanged 59
		SP:Iteration 27Q (43896.020000 sec): 3 clusters
  Score: Raw -905556.521413 + Penalty 4236.000510 = -901320.520903
  nChanged 40
		SP:Iteration 28Q (43896.110000 sec): 3 clusters
  Score: Raw -905597.343993 + Penalty 4236.000510 = -901361.343483
  nChanged 44
		SP:Iteration 29Q (43896.200000 sec): 3 clusters
  Score: Raw -905647.073100 + Penalty 4236.000510 = -901411.072590
  nChanged 31
		SP:Iteration 30Q (43896.300000 sec): 3 clusters
  Score: Raw -905674.757916 + Penalty 4236.000510 = -901438.757406
  nChanged 18
		SP:Iteration 31Q (43896.390000 sec): 3 clusters
  Score: Raw -905689.378823 + Penalty 4236.000510 = -901453.378313
  nChanged 11
		SP:Iteration 32Q (43896.480000 sec): 3 clusters
  Score: Raw -905696.667761 + Penalty 4236.000510 = -901460.667251
  nChanged 8
		SP:Iteration 33Q (43896.580000 sec): 3 clusters
  Score: Raw -905701.802068 + Penalty 4236.000510 = -901465.801558
  nChanged 4
		SP:Iteration 34Q (43896.670000 sec): 3 clusters
  Score: Raw -905704.122604 + Penalty 4236.000510 = -901468.122095
  nChanged 8
		SP:Iteration 35Q (43896.760000 sec): 3 clusters
  Score: Raw -905708.864239 + Penalty 4236.000510 = -901472.863729
  nChanged 3
		SP:Iteration 36Q (43896.850000 sec): 3 clusters
  Score: Raw -905711.108108 + Penalty 4236.000510 = -901475.107598
  nChanged 3
		SP:Iteration 37Q (43896.950000 sec): 3 clusters
  Score: Raw -905712.662576 + Penalty 4236.000510 = -901476.662066
  nChanged 5
		SP:Iteration 38Q (43897.050000 sec): 3 clusters
  Score: Raw -905714.892451 + Penalty 4236.000510 = -901478.891941
  nChanged 3
		SP:Iteration 39Q (43897.140000 sec): 3 clusters
  Score: Raw -905715.897911 + Penalty 4236.000510 = -901479.897401
  nChanged 0
		SP:Iteration 40F (43897.250000 sec): 3 clusters
  Score: Raw -905715.897911 + Penalty 4236.000510 = -901479.897401
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43897.300000 sec): 2 clusters
  Score: Raw -60441.844148 + Penalty 1500.333897 = -58941.510251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43897.320000 sec): 3 clusters
  Score: Raw -60698.036431 + Penalty 3000.667794 = -57697.368637
  nChanged 87
		SP:Iteration 1F (43897.340000 sec): 3 clusters
  Score: Raw -60970.158078 + Penalty 3000.667794 = -57969.490284
  nChanged 22
		SP:Iteration 2F (43897.370000 sec): 3 clusters
  Score: Raw -61048.948987 + Penalty 3000.667794 = -58048.281193
  nChanged 17
		SP:Iteration 3Q (43897.390000 sec): 3 clusters
  Score: Raw -61100.199745 + Penalty 3000.667794 = -58099.531952
  nChanged 10
		SP:Iteration 4Q (43897.410000 sec): 3 clusters
  Score: Raw -61169.128816 + Penalty 3000.667794 = -58168.461022
  nChanged 10
		SP:Iteration 5Q (43897.430000 sec): 3 clusters
  Score: Raw -61212.841003 + Penalty 3000.667794 = -58212.173209
  nChanged 5
		SP:Iteration 6Q (43897.440000 sec): 3 clusters
  Score: Raw -61224.245660 + Penalty 3000.667794 = -58223.577866
  nChanged 3
		SP:Iteration 7Q (43897.460000 sec): 3 clusters
  Score: Raw -61228.362585 + Penalty 3000.667794 = -58227.694791
  nChanged 1
		SP:Iteration 8Q (43897.480000 sec): 3 clusters
  Score: Raw -61230.219635 + Penalty 3000.667794 = -58229.551841
  nChanged 1
		SP:Iteration 9Q (43897.490000 sec): 3 clusters
  Score: Raw -61233.040868 + Penalty 3000.667794 = -58232.373074
  nChanged 0
		SP:Iteration 10F (43897.520000 sec): 3 clusters
  Score: Raw -61233.040868 + Penalty 3000.667794 = -58232.373074
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43897.580000 sec): 2 clusters
  Score: Raw -280737.401180 + Penalty 1817.452464 = -278919.948716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43897.620000 sec): 3 clusters
  Score: Raw -280232.529968 + Penalty 3634.904927 = -276597.625041
  nChanged 468
		SP:Iteration 1F (43897.660000 sec): 3 clusters
  Score: Raw -280605.990163 + Penalty 3634.904927 = -276971.085236
  nChanged 106
		SP:Iteration 2F (43897.700000 sec): 3 clusters
  Score: Raw -280697.880323 + Penalty 3634.904927 = -277062.975396
  nChanged 45
		SP:Iteration 3Q (43897.740000 sec): 3 clusters
  Score: Raw -280737.921410 + Penalty 3634.904927 = -277103.016483
  nChanged 20
		SP:Iteration 4Q (43897.780000 sec): 3 clusters
  Score: Raw -280757.622145 + Penalty 3634.904927 = -277122.717218
  nChanged 21
		SP:Iteration 5Q (43897.820000 sec): 3 clusters
  Score: Raw -280773.805270 + Penalty 3634.904927 = -277138.900343
  nChanged 14
		SP:Iteration 6Q (43897.870000 sec): 3 clusters
  Score: Raw -280787.228568 + Penalty 3634.904927 = -277152.323641
  nChanged 11
		SP:Iteration 7Q (43897.910000 sec): 3 clusters
  Score: Raw -280797.576100 + Penalty 3634.904927 = -277162.671173
  nChanged 6
		SP:Iteration 8Q (43897.950000 sec): 3 clusters
  Score: Raw -280800.813401 + Penalty 3634.904927 = -277165.908474
  nChanged 3
		SP:Iteration 9Q (43897.990000 sec): 3 clusters
  Score: Raw -280801.931146 + Penalty 3634.904927 = -277167.026219
  nChanged 0
		SP:Iteration 10F (43898.030000 sec): 3 clusters
  Score: Raw -280801.931146 + Penalty 3634.904927 = -277167.026219
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43898.060000 sec): 2 clusters
  Score: Raw -27477.572953 + Penalty 1370.312329 = -26107.260624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43898.070000 sec): 3 clusters
  Score: Raw -27709.478513 + Penalty 2740.624658 = -24968.853855
  nChanged 31
		SP:Iteration 1F (43898.070000 sec): 3 clusters
  Score: Raw -27829.951279 + Penalty 2740.624658 = -25089.326622
  nChanged 9
		SP:Iteration 2Q (43898.080000 sec): 3 clusters
  Score: Raw -27883.255150 + Penalty 2740.624658 = -25142.630492
  nChanged 4
		SP:Iteration 3Q (43898.090000 sec): 3 clusters
  Score: Raw -27895.961701 + Penalty 2740.624658 = -25155.337043
  nChanged 3
		SP:Iteration 4Q (43898.100000 sec): 3 clusters
  Score: Raw -27915.700500 + Penalty 2740.624658 = -25175.075843
  nChanged 1
		SP:Iteration 5Q (43898.110000 sec): 3 clusters
  Score: Raw -27917.568895 + Penalty 2740.624658 = -25176.944237
  nChanged 1
		SP:Iteration 6Q (43898.110000 sec): 3 clusters
  Score: Raw -27918.291973 + Penalty 2740.624658 = -25177.667315
  nChanged 0
		SP:Iteration 7F (43898.120000 sec): 3 clusters
  Score: Raw -27918.291973 + Penalty 2740.624658 = -25177.667315
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43898.170000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43898.210000 sec): 3 clusters
  Score: Raw -218576.601148 + Penalty 3502.847050 = -215073.754098
  nChanged 320
		SP:Iteration 1F (43898.240000 sec): 3 clusters
  Score: Raw -218931.279062 + Penalty 3502.847050 = -215428.432013
  nChanged 92
		SP:Iteration 2F (43898.270000 sec): 3 clusters
  Score: Raw -219046.430420 + Penalty 3502.847050 = -215543.583370
  nChanged 49
		SP:Iteration 3Q (43898.310000 sec): 3 clusters
  Score: Raw -219113.423665 + Penalty 3502.847050 = -215610.576615
  nChanged 39
		SP:Iteration 4Q (43898.340000 sec): 3 clusters
  Score: Raw -219175.782103 + Penalty 3502.847050 = -215672.935054
  nChanged 31
		SP:Iteration 5Q (43898.370000 sec): 3 clusters
  Score: Raw -219218.066495 + Penalty 3502.847050 = -215715.219445
  nChanged 24
		SP:Iteration 6Q (43898.410000 sec): 3 clusters
  Score: Raw -219246.003533 + Penalty 3502.847050 = -215743.156484
  nChanged 12
		SP:Iteration 7Q (43898.440000 sec): 3 clusters
  Score: Raw -219269.692709 + Penalty 3502.847050 = -215766.845659
  nChanged 22
		SP:Iteration 8Q (43898.470000 sec): 3 clusters
  Score: Raw -219331.818860 + Penalty 3502.847050 = -215828.971811
  nChanged 26
		SP:Iteration 9Q (43898.510000 sec): 3 clusters
  Score: Raw -219389.436631 + Penalty 3502.847050 = -215886.589581
  nChanged 27
		SP:Iteration 10Q (43898.540000 sec): 3 clusters
  Score: Raw -219439.390057 + Penalty 3502.847050 = -215936.543007
  nChanged 28
		SP:Iteration 11Q (43898.570000 sec): 3 clusters
  Score: Raw -219494.219845 + Penalty 3502.847050 = -215991.372796
  nChanged 27
		SP:Iteration 12Q (43898.600000 sec): 3 clusters
  Score: Raw -219547.157206 + Penalty 3502.847050 = -216044.310156
  nChanged 25
		SP:Iteration 13Q (43898.630000 sec): 3 clusters
  Score: Raw -219586.587142 + Penalty 3502.847050 = -216083.740092
  nChanged 21
		SP:Iteration 14Q (43898.670000 sec): 3 clusters
  Score: Raw -219617.601303 + Penalty 3502.847050 = -216114.754253
  nChanged 18
		SP:Iteration 15Q (43898.700000 sec): 3 clusters
  Score: Raw -219641.083808 + Penalty 3502.847050 = -216138.236759
  nChanged 14
		SP:Iteration 16Q (43898.730000 sec): 3 clusters
  Score: Raw -219660.330261 + Penalty 3502.847050 = -216157.483211
  nChanged 10
		SP:Iteration 17Q (43898.770000 sec): 3 clusters
  Score: Raw -219672.502165 + Penalty 3502.847050 = -216169.655116
  nChanged 7
		SP:Iteration 18Q (43898.800000 sec): 3 clusters
  Score: Raw -219680.361040 + Penalty 3502.847050 = -216177.513991
  nChanged 2
		SP:Iteration 19Q (43898.830000 sec): 3 clusters
  Score: Raw -219681.883872 + Penalty 3502.847050 = -216179.036822
  nChanged 2
		SP:Iteration 20F (43898.870000 sec): 3 clusters
  Score: Raw -219684.590624 + Penalty 3502.847050 = -216181.743574
  nChanged 1
		SP:Iteration 21Q (43898.900000 sec): 3 clusters
  Score: Raw -219685.595277 + Penalty 3502.847050 = -216182.748228
  nChanged 2
		SP:Iteration 22Q (43898.930000 sec): 3 clusters
  Score: Raw -219689.960695 + Penalty 3502.847050 = -216187.113645
  nChanged 3
		SP:Iteration 23Q (43898.970000 sec): 3 clusters
  Score: Raw -219692.875781 + Penalty 3502.847050 = -216190.028732
  nChanged 4
		SP:Iteration 24Q (43899.000000 sec): 3 clusters
  Score: Raw -219695.848888 + Penalty 3502.847050 = -216193.001838
  nChanged 3
		SP:Iteration 25Q (43899.030000 sec): 3 clusters
  Score: Raw -219698.975463 + Penalty 3502.847050 = -216196.128414
  nChanged 0
		SP:Iteration 26F (43899.060000 sec): 3 clusters
  Score: Raw -219698.975463 + Penalty 3502.847050 = -216196.128414
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43899.090000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43899.100000 sec): 3 clusters
  Score: Raw -37358.613222 + Penalty 2681.957199 = -34676.656024
  nChanged 18
		SP:Iteration 1F (43899.110000 sec): 3 clusters
  Score: Raw -37424.253578 + Penalty 2681.957199 = -34742.296379
  nChanged 2
		SP:Iteration 2Q (43899.120000 sec): 3 clusters
  Score: Raw -37432.021394 + Penalty 2681.957199 = -34750.064195
  nChanged 1
		SP:Iteration 3Q (43899.130000 sec): 3 clusters
  Score: Raw -37435.042050 + Penalty 2681.957199 = -34753.084851
  nChanged 0
		SP:Iteration 4F (43899.130000 sec): 3 clusters
  Score: Raw -37435.042050 + Penalty 2681.957199 = -34753.084851
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43899.160000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43899.170000 sec): 3 clusters
  Score: Raw -33682.723472 + Penalty 2652.165335 = -31030.558136
  nChanged 17
		SP:Iteration 1F (43899.180000 sec): 3 clusters
  Score: Raw -33921.579326 + Penalty 2652.165335 = -31269.413991
  nChanged 6
		SP:Iteration 2Q (43899.190000 sec): 3 clusters
  Score: Raw -33945.664531 + Penalty 2652.165335 = -31293.499195
  nChanged 2
		SP:Iteration 3Q (43899.190000 sec): 3 clusters
  Score: Raw -33953.429330 + Penalty 2652.165335 = -31301.263995
  nChanged 0
		SP:Iteration 4F (43899.200000 sec): 3 clusters
  Score: Raw -33953.429330 + Penalty 2652.165335 = -31301.263995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43899.220000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43899.360000 sec): 3 clusters
  Score: Raw -35838.020610 + Penalty 2707.954415 = -33130.066195
  nChanged 18
		SP:Iteration 1F (43899.540000 sec): 3 clusters
  Score: Raw -35925.000460 + Penalty 2707.954415 = -33217.046045
  nChanged 4
		SP:Iteration 2Q (43899.710000 sec): 3 clusters
  Score: Raw -35942.025390 + Penalty 2707.954415 = -33234.070975
  nChanged 0
		SP:Iteration 3F (43899.890000 sec): 3 clusters
  Score: Raw -35942.025390 + Penalty 2707.954415 = -33234.070975
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43900.070000 sec): 2 clusters
  Score: Raw -2515298.162430 + Penalty 2359.836401 = -2512938.326030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43900.390000 sec): 3 clusters
  Score: Raw -2507757.460225 + Penalty 4719.672802 = -2503037.787423
  nChanged 5751
		SP:Iteration 1F (43900.710000 sec): 3 clusters
  Score: Raw -2510804.104274 + Penalty 4719.672802 = -2506084.431472
  nChanged 805
		SP:Iteration 2F (43900.960000 sec): 3 clusters
  Score: Raw -2511127.999063 + Penalty 4719.672802 = -2506408.326262
  nChanged 622
		SP:Iteration 3Q (43901.260000 sec): 3 clusters
  Score: Raw -2511342.704681 + Penalty 4719.672802 = -2506623.031879
  nChanged 486
		SP:Iteration 4Q (43901.540000 sec): 3 clusters
  Score: Raw -2511508.702281 + Penalty 4719.672802 = -2506789.029480
  nChanged 419
		SP:Iteration 5Q (43901.830000 sec): 3 clusters
  Score: Raw -2511644.937158 + Penalty 4719.672802 = -2506925.264356
  nChanged 374
		SP:Iteration 6Q (43902.120000 sec): 3 clusters
  Score: Raw -2511765.526638 + Penalty 4719.672802 = -2507045.853836
  nChanged 351
		SP:Iteration 7Q (43902.410000 sec): 3 clusters
  Score: Raw -2511897.861726 + Penalty 4719.672802 = -2507178.188925
  nChanged 390
		SP:Iteration 8Q (43902.700000 sec): 3 clusters
  Score: Raw -2512058.499532 + Penalty 4719.672802 = -2507338.826731
  nChanged 455
		SP:Iteration 9Q (43902.990000 sec): 3 clusters
  Score: Raw -2512258.520338 + Penalty 4719.672802 = -2507538.847537
  nChanged 486
		SP:Iteration 10Q (43903.280000 sec): 3 clusters
  Score: Raw -2512519.333597 + Penalty 4719.672802 = -2507799.660796
  nChanged 596
		SP:Iteration 11Q (43903.570000 sec): 3 clusters
  Score: Raw -2512871.444310 + Penalty 4719.672802 = -2508151.771509
  nChanged 621
		SP:Iteration 12Q (43903.870000 sec): 3 clusters
  Score: Raw -2513283.621473 + Penalty 4719.672802 = -2508563.948671
  nChanged 568
		SP:Iteration 13Q (43904.160000 sec): 3 clusters
  Score: Raw -2513693.540258 + Penalty 4719.672802 = -2508973.867456
  nChanged 579
		SP:Iteration 14Q (43904.450000 sec): 3 clusters
  Score: Raw -2514131.140282 + Penalty 4719.672802 = -2509411.467480
  nChanged 494
		SP:Iteration 15Q (43904.680000 sec): 3 clusters
  Score: Raw -2514500.574214 + Penalty 4719.672802 = -2509780.901412
  nChanged 355
		SP:Iteration 16Q (43904.960000 sec): 3 clusters
  Score: Raw -2514784.405695 + Penalty 4719.672802 = -2510064.732893
  nChanged 286
		SP:Iteration 17Q (43905.250000 sec): 3 clusters
  Score: Raw -2515006.157370 + Penalty 4719.672802 = -2510286.484568
  nChanged 209
		SP:Iteration 18Q (43905.540000 sec): 3 clusters
  Score: Raw -2515168.271476 + Penalty 4719.672802 = -2510448.598674
  nChanged 139
		SP:Iteration 19Q (43905.840000 sec): 3 clusters
  Score: Raw -2515257.557748 + Penalty 4719.672802 = -2510537.884947
  nChanged 96
		SP:Iteration 20F (43906.140000 sec): 3 clusters
  Score: Raw -2515321.586115 + Penalty 4719.672802 = -2510601.913314
  nChanged 75
		SP:Iteration 21Q (43906.430000 sec): 3 clusters
  Score: Raw -2515374.927614 + Penalty 4719.672802 = -2510655.254812
  nChanged 58
		SP:Iteration 22Q (43906.720000 sec): 3 clusters
  Score: Raw -2515415.088764 + Penalty 4719.672802 = -2510695.415963
  nChanged 49
		SP:Iteration 23Q (43906.970000 sec): 3 clusters
  Score: Raw -2515450.546294 + Penalty 4719.672802 = -2510730.873492
  nChanged 45
		SP:Iteration 24Q (43907.220000 sec): 3 clusters
  Score: Raw -2515486.163969 + Penalty 4719.672802 = -2510766.491167
  nChanged 35
		SP:Iteration 25Q (43907.520000 sec): 3 clusters
  Score: Raw -2515517.728763 + Penalty 4719.672802 = -2510798.055962
  nChanged 32
		SP:Iteration 26Q (43907.720000 sec): 3 clusters
  Score: Raw -2515538.648062 + Penalty 4719.672802 = -2510818.975260
  nChanged 15
		SP:Iteration 27Q (43907.980000 sec): 3 clusters
  Score: Raw -2515550.527471 + Penalty 4719.672802 = -2510830.854669
  nChanged 14
		SP:Iteration 28Q (43908.180000 sec): 3 clusters
  Score: Raw -2515560.353995 + Penalty 4719.672802 = -2510840.681194
  nChanged 13
		SP:Iteration 29Q (43908.500000 sec): 3 clusters
  Score: Raw -2515570.054889 + Penalty 4719.672802 = -2510850.382087
  nChanged 11
		SP:Iteration 30Q (43908.710000 sec): 3 clusters
  Score: Raw -2515579.410646 + Penalty 4719.672802 = -2510859.737844
  nChanged 11
		SP:Iteration 31Q (43908.960000 sec): 3 clusters
  Score: Raw -2515587.603078 + Penalty 4719.672802 = -2510867.930277
  nChanged 13
		SP:Iteration 32Q (43909.210000 sec): 3 clusters
  Score: Raw -2515595.817055 + Penalty 4719.672802 = -2510876.144254
  nChanged 14
		SP:Iteration 33Q (43909.460000 sec): 3 clusters
  Score: Raw -2515604.391640 + Penalty 4719.672802 = -2510884.718838
  nChanged 5
		SP:Iteration 34Q (43909.720000 sec): 3 clusters
  Score: Raw -2515608.262272 + Penalty 4719.672802 = -2510888.589470
  nChanged 6
		SP:Iteration 35Q (43910.050000 sec): 3 clusters
  Score: Raw -2515612.483959 + Penalty 4719.672802 = -2510892.811158
  nChanged 3
		SP:Iteration 36Q (43910.260000 sec): 3 clusters
  Score: Raw -2515614.222518 + Penalty 4719.672802 = -2510894.549716
  nChanged 2
		SP:Iteration 37Q (43910.510000 sec): 3 clusters
  Score: Raw -2515615.350656 + Penalty 4719.672802 = -2510895.677854
  nChanged 2
		SP:Iteration 38Q (43910.760000 sec): 3 clusters
  Score: Raw -2515616.894504 + Penalty 4719.672802 = -2510897.221703
  nChanged 0
		SP:Iteration 39F (43911.060000 sec): 3 clusters
  Score: Raw -2515616.894504 + Penalty 4719.672802 = -2510897.221703
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43912.300000 sec): 2 clusters
  Score: Raw -37597798.982876 + Penalty 3039.325224 = -37594759.657651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43914.160000 sec): 3 clusters
  Score: Raw -37459799.323664 + Penalty 6078.650449 = -37453720.673215
  nChanged 100987
		SP:Iteration 1F (43916.030000 sec): 3 clusters
  Score: Raw -37519507.161234 + Penalty 6078.650449 = -37513428.510785
  nChanged 5666
		SP:Iteration 2Q (43918.050000 sec): 3 clusters
  Score: Raw -37520723.865585 + Penalty 6078.650449 = -37514645.215137
  nChanged 6478
		SP:Iteration 3Q (43920.110000 sec): 3 clusters
  Score: Raw -37522493.287414 + Penalty 6078.650449 = -37516414.636965
  nChanged 8157
		SP:Iteration 4Q (43921.940000 sec): 3 clusters
  Score: Raw -37525473.198480 + Penalty 6078.650449 = -37519394.548031
  nChanged 11087
		SP:Iteration 5F (43923.630000 sec): 3 clusters
  Score: Raw -37531004.713114 + Penalty 6078.650449 = -37524926.062665
  nChanged 14663
		SP:Iteration 6F (43925.530000 sec): 3 clusters
  Score: Raw -37540731.635231 + Penalty 6078.650449 = -37534652.984782
  nChanged 18133
		SP:Iteration 7F (43927.300000 sec): 3 clusters
  Score: Raw -37555879.160410 + Penalty 6078.650449 = -37549800.509961
  nChanged 18061
		SP:Iteration 8F (43929.170000 sec): 3 clusters
  Score: Raw -37573032.349074 + Penalty 6078.650449 = -37566953.698625
  nChanged 13750
		SP:Iteration 9F (43931.030000 sec): 3 clusters
  Score: Raw -37586604.517316 + Penalty 6078.650449 = -37580525.866867
  nChanged 7683
		SP:Iteration 10Q (43932.990000 sec): 3 clusters
  Score: Raw -37593960.280220 + Penalty 6078.650449 = -37587881.629772
  nChanged 3073
		SP:Iteration 11Q (43934.770000 sec): 3 clusters
  Score: Raw -37596796.822229 + Penalty 6078.650449 = -37590718.171780
  nChanged 892
		SP:Iteration 12Q (43936.460000 sec): 3 clusters
  Score: Raw -37597641.868388 + Penalty 6078.650449 = -37591563.217939
  nChanged 205
		SP:Iteration 13Q (43938.150000 sec): 3 clusters
  Score: Raw -37597881.852087 + Penalty 6078.650449 = -37591803.201639
  nChanged 67
		SP:Iteration 14Q (43939.910000 sec): 3 clusters
  Score: Raw -37597983.434060 + Penalty 6078.650449 = -37591904.783611
  nChanged 29
		SP:Iteration 15Q (43941.600000 sec): 3 clusters
  Score: Raw -37598034.416733 + Penalty 6078.650449 = -37591955.766284
  nChanged 17
		SP:Iteration 16Q (43943.330000 sec): 3 clusters
  Score: Raw -37598055.415852 + Penalty 6078.650449 = -37591976.765403
  nChanged 7
		SP:Iteration 17Q (43944.910000 sec): 3 clusters
  Score: Raw -37598072.205850 + Penalty 6078.650449 = -37591993.555401
  nChanged 6
		SP:Iteration 18Q (43946.640000 sec): 3 clusters
  Score: Raw -37598082.898159 + Penalty 6078.650449 = -37592004.247711
  nChanged 5
		SP:Iteration 19Q (43948.320000 sec): 3 clusters
  Score: Raw -37598090.319744 + Penalty 6078.650449 = -37592011.669296
  nChanged 4
		SP:Iteration 20F (43950.250000 sec): 3 clusters
  Score: Raw -37598096.112695 + Penalty 6078.650449 = -37592017.462247
  nChanged 2
		SP:Iteration 21Q (43951.920000 sec): 3 clusters
  Score: Raw -37598100.142934 + Penalty 6078.650449 = -37592021.492486
  nChanged 2
		SP:Iteration 22Q (43953.630000 sec): 3 clusters
  Score: Raw -37598103.563259 + Penalty 6078.650449 = -37592024.912811
  nChanged 1
		SP:Iteration 23Q (43955.350000 sec): 3 clusters
  Score: Raw -37598105.974979 + Penalty 6078.650449 = -37592027.324530
  nChanged 2
		SP:Iteration 24Q (43957.020000 sec): 3 clusters
  Score: Raw -37598107.491890 + Penalty 6078.650449 = -37592028.841441
  nChanged 1
		SP:Iteration 25Q (43958.710000 sec): 3 clusters
  Score: Raw -37598108.337340 + Penalty 6078.650449 = -37592029.686892
  nChanged 0
		SP:Iteration 26F (43960.630000 sec): 3 clusters
  Score: Raw -37598108.337340 + Penalty 6078.650449 = -37592029.686892
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43960.890000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43961.150000 sec): 3 clusters
  Score: Raw -3595615.958618 + Penalty 4936.400600 = -3590679.558018
  nChanged 9234
		SP:Iteration 1F (43961.500000 sec): 3 clusters
  Score: Raw -3601146.220711 + Penalty 4936.400600 = -3596209.820111
  nChanged 1378
		SP:Iteration 2F (43961.830000 sec): 3 clusters
  Score: Raw -3602009.794457 + Penalty 4936.400600 = -3597073.393858
  nChanged 1407
		SP:Iteration 3F (43962.160000 sec): 3 clusters
  Score: Raw -3603171.163962 + Penalty 4936.400600 = -3598234.763362
  nChanged 1595
		SP:Iteration 4F (43962.490000 sec): 3 clusters
  Score: Raw -3604737.620426 + Penalty 4936.400600 = -3599801.219826
  nChanged 1624
		SP:Iteration 5F (43962.830000 sec): 3 clusters
  Score: Raw -3606318.475414 + Penalty 4936.400600 = -3601382.074815
  nChanged 1449
		SP:Iteration 6F (43963.160000 sec): 3 clusters
  Score: Raw -3607447.356370 + Penalty 4936.400600 = -3602510.955770
  nChanged 1078
		SP:Iteration 7F (43963.490000 sec): 3 clusters
  Score: Raw -3608070.595612 + Penalty 4936.400600 = -3603134.195013
  nChanged 756
		SP:Iteration 8Q (43963.840000 sec): 3 clusters
  Score: Raw -3608422.108481 + Penalty 4936.400600 = -3603485.707881
  nChanged 565
		SP:Iteration 9Q (43964.110000 sec): 3 clusters
  Score: Raw -3608639.868645 + Penalty 4936.400600 = -3603703.468045
  nChanged 415
		SP:Iteration 10Q (43964.470000 sec): 3 clusters
  Score: Raw -3608783.519380 + Penalty 4936.400600 = -3603847.118781
  nChanged 353
		SP:Iteration 11Q (43964.810000 sec): 3 clusters
  Score: Raw -3608894.235995 + Penalty 4936.400600 = -3603957.835395
  nChanged 319
		SP:Iteration 12Q (43965.140000 sec): 3 clusters
  Score: Raw -3608982.412515 + Penalty 4936.400600 = -3604046.011916
  nChanged 256
		SP:Iteration 13Q (43965.470000 sec): 3 clusters
  Score: Raw -3609042.091192 + Penalty 4936.400600 = -3604105.690592
  nChanged 218
		SP:Iteration 14Q (43965.790000 sec): 3 clusters
  Score: Raw -3609086.749116 + Penalty 4936.400600 = -3604150.348516
  nChanged 207
		SP:Iteration 15Q (43966.130000 sec): 3 clusters
  Score: Raw -3609129.867292 + Penalty 4936.400600 = -3604193.466693
  nChanged 219
		SP:Iteration 16Q (43966.410000 sec): 3 clusters
  Score: Raw -3609178.861730 + Penalty 4936.400600 = -3604242.461130
  nChanged 235
		SP:Iteration 17Q (43966.670000 sec): 3 clusters
  Score: Raw -3609230.790459 + Penalty 4936.400600 = -3604294.389860
  nChanged 222
		SP:Iteration 18Q (43967.050000 sec): 3 clusters
  Score: Raw -3609277.920050 + Penalty 4936.400600 = -3604341.519450
  nChanged 229
		SP:Iteration 19Q (43967.390000 sec): 3 clusters
  Score: Raw -3609327.653677 + Penalty 4936.400600 = -3604391.253077
  nChanged 220
		SP:Iteration 20F (43967.720000 sec): 3 clusters
  Score: Raw -3609371.649873 + Penalty 4936.400600 = -3604435.249274
  nChanged 222
		SP:Iteration 21Q (43968.090000 sec): 3 clusters
  Score: Raw -3609416.423475 + Penalty 4936.400600 = -3604480.022875
  nChanged 214
		SP:Iteration 22Q (43968.360000 sec): 3 clusters
  Score: Raw -3609457.255580 + Penalty 4936.400600 = -3604520.854981
  nChanged 182
		SP:Iteration 23Q (43968.740000 sec): 3 clusters
  Score: Raw -3609493.257275 + Penalty 4936.400600 = -3604556.856675
  nChanged 198
		SP:Iteration 24Q (43969.080000 sec): 3 clusters
  Score: Raw -3609534.052955 + Penalty 4936.400600 = -3604597.652355
  nChanged 221
		SP:Iteration 25Q (43969.420000 sec): 3 clusters
  Score: Raw -3609580.763524 + Penalty 4936.400600 = -3604644.362924
  nChanged 210
		SP:Iteration 26Q (43969.710000 sec): 3 clusters
  Score: Raw -3609622.011604 + Penalty 4936.400600 = -3604685.611004
  nChanged 165
		SP:Iteration 27Q (43970.050000 sec): 3 clusters
  Score: Raw -3609654.232241 + Penalty 4936.400600 = -3604717.831642
  nChanged 181
		SP:Iteration 28Q (43970.390000 sec): 3 clusters
  Score: Raw -3609688.357508 + Penalty 4936.400600 = -3604751.956909
  nChanged 168
		SP:Iteration 29Q (43970.720000 sec): 3 clusters
  Score: Raw -3609720.229689 + Penalty 4936.400600 = -3604783.829090
  nChanged 180
		SP:Iteration 30Q (43971.000000 sec): 3 clusters
  Score: Raw -3609751.234958 + Penalty 4936.400600 = -3604814.834359
  nChanged 134
		SP:Iteration 31Q (43971.330000 sec): 3 clusters
  Score: Raw -3609774.649473 + Penalty 4936.400600 = -3604838.248873
  nChanged 128
		SP:Iteration 32Q (43971.670000 sec): 3 clusters
  Score: Raw -3609797.468140 + Penalty 4936.400600 = -3604861.067540
  nChanged 130
		SP:Iteration 33Q (43972.050000 sec): 3 clusters
  Score: Raw -3609821.598507 + Penalty 4936.400600 = -3604885.197908
  nChanged 113
		SP:Iteration 34Q (43972.360000 sec): 3 clusters
  Score: Raw -3609841.247113 + Penalty 4936.400600 = -3604904.846514
  nChanged 108
		SP:Iteration 35Q (43972.700000 sec): 3 clusters
  Score: Raw -3609858.018377 + Penalty 4936.400600 = -3604921.617777
  nChanged 97
		SP:Iteration 36Q (43973.030000 sec): 3 clusters
  Score: Raw -3609873.329597 + Penalty 4936.400600 = -3604936.928997
  nChanged 87
		SP:Iteration 37Q (43973.360000 sec): 3 clusters
  Score: Raw -3609888.156141 + Penalty 4936.400600 = -3604951.755541
  nChanged 85
		SP:Iteration 38Q (43973.690000 sec): 3 clusters
  Score: Raw -3609901.142502 + Penalty 4936.400600 = -3604964.741902
  nChanged 80
		SP:Iteration 39Q (43974.070000 sec): 3 clusters
  Score: Raw -3609912.819509 + Penalty 4936.400600 = -3604976.418910
  nChanged 70
		SP:Iteration 40F (43974.290000 sec): 3 clusters
  Score: Raw -3609922.043376 + Penalty 4936.400600 = -3604985.642777
  nChanged 54
		SP:Iteration 41Q (43974.610000 sec): 3 clusters
  Score: Raw -3609929.346033 + Penalty 4936.400600 = -3604992.945433
  nChanged 40
		SP:Iteration 42Q (43974.960000 sec): 3 clusters
  Score: Raw -3609933.284590 + Penalty 4936.400600 = -3604996.883991
  nChanged 39
		SP:Iteration 43Q (43975.300000 sec): 3 clusters
  Score: Raw -3609937.512416 + Penalty 4936.400600 = -3605001.111817
  nChanged 35
		SP:Iteration 44Q (43975.600000 sec): 3 clusters
  Score: Raw -3609941.425396 + Penalty 4936.400600 = -3605005.024797
  nChanged 35
		SP:Iteration 45Q (43975.890000 sec): 3 clusters
  Score: Raw -3609944.796869 + Penalty 4936.400600 = -3605008.396269
  nChanged 39
		SP:Iteration 46Q (43976.190000 sec): 3 clusters
  Score: Raw -3609948.729504 + Penalty 4936.400600 = -3605012.328905
  nChanged 40
		SP:Iteration 47Q (43976.530000 sec): 3 clusters
  Score: Raw -3609953.100893 + Penalty 4936.400600 = -3605016.700293
  nChanged 39
		SP:Iteration 48Q (43976.920000 sec): 3 clusters
  Score: Raw -3609957.553841 + Penalty 4936.400600 = -3605021.153242
  nChanged 33
		SP:Iteration 49Q (43977.300000 sec): 3 clusters
  Score: Raw -3609961.183286 + Penalty 4936.400600 = -3605024.782686
  nChanged 24
		SP:Iteration 50Q (43977.660000 sec): 3 clusters
  Score: Raw -3609964.112692 + Penalty 4936.400600 = -3605027.712092
  nChanged 23
		SP:Iteration 51Q (43978.040000 sec): 3 clusters
  Score: Raw -3609966.349199 + Penalty 4936.400600 = -3605029.948599
  nChanged 20
		SP:Iteration 52Q (43978.390000 sec): 3 clusters
  Score: Raw -3609968.141847 + Penalty 4936.400600 = -3605031.741247
  nChanged 17
		SP:Iteration 53Q (43978.730000 sec): 3 clusters
  Score: Raw -3609969.494688 + Penalty 4936.400600 = -3605033.094088
  nChanged 12
		SP:Iteration 54Q (43979.020000 sec): 3 clusters
  Score: Raw -3609970.487944 + Penalty 4936.400600 = -3605034.087344
  nChanged 12
		SP:Iteration 55Q (43979.340000 sec): 3 clusters
  Score: Raw -3609971.356615 + Penalty 4936.400600 = -3605034.956015
  nChanged 6
		SP:Iteration 56Q (43979.720000 sec): 3 clusters
  Score: Raw -3609971.834235 + Penalty 4936.400600 = -3605035.433635
  nChanged 9
		SP:Iteration 57Q (43980.070000 sec): 3 clusters
  Score: Raw -3609972.515120 + Penalty 4936.400600 = -3605036.114520
  nChanged 7
		SP:Iteration 58Q (43980.430000 sec): 3 clusters
  Score: Raw -3609972.998773 + Penalty 4936.400600 = -3605036.598174
  nChanged 9
		SP:Iteration 59Q (43980.780000 sec): 3 clusters
  Score: Raw -3609973.594052 + Penalty 4936.400600 = -3605037.193452
  nChanged 9
		SP:Iteration 60F (43981.120000 sec): 3 clusters
  Score: Raw -3609974.375256 + Penalty 4936.400600 = -3605037.974656
  nChanged 5
		SP:Iteration 61Q (43981.330000 sec): 3 clusters
  Score: Raw -3609974.729095 + Penalty 4936.400600 = -3605038.328495
  nChanged 4
		SP:Iteration 62Q (43981.720000 sec): 3 clusters
  Score: Raw -3609974.938682 + Penalty 4936.400600 = -3605038.538082
  nChanged 3
		SP:Iteration 63Q (43982.010000 sec): 3 clusters
  Score: Raw -3609975.082377 + Penalty 4936.400600 = -3605038.681777
  nChanged 2
		SP:Iteration 64Q (43982.390000 sec): 3 clusters
  Score: Raw -3609975.185880 + Penalty 4936.400600 = -3605038.785281
  nChanged 2
		SP:Iteration 65Q (43982.690000 sec): 3 clusters
  Score: Raw -3609975.303173 + Penalty 4936.400600 = -3605038.902573
  nChanged 2
		SP:Iteration 66Q (43983.030000 sec): 3 clusters
  Score: Raw -3609975.481364 + Penalty 4936.400600 = -3605039.080764
  nChanged 2
		SP:Iteration 67Q (43983.320000 sec): 3 clusters
  Score: Raw -3609975.589355 + Penalty 4936.400600 = -3605039.188755
  nChanged 1
		SP:Iteration 68Q (43983.630000 sec): 3 clusters
  Score: Raw -3609975.679607 + Penalty 4936.400600 = -3605039.279007
  nChanged 3
		SP:Iteration 69Q (43983.930000 sec): 3 clusters
  Score: Raw -3609975.874315 + Penalty 4936.400600 = -3605039.473715
  nChanged 2
		SP:Iteration 70Q (43984.310000 sec): 3 clusters
  Score: Raw -3609976.084028 + Penalty 4936.400600 = -3605039.683428
  nChanged 3
		SP:Iteration 71Q (43984.570000 sec): 3 clusters
  Score: Raw -3609976.421652 + Penalty 4936.400600 = -3605040.021053
  nChanged 2
		SP:Iteration 72Q (43984.870000 sec): 3 clusters
  Score: Raw -3609976.488737 + Penalty 4936.400600 = -3605040.088138
  nChanged 1
		SP:Iteration 73Q (43985.170000 sec): 3 clusters
  Score: Raw -3609976.540911 + Penalty 4936.400600 = -3605040.140311
  nChanged 0
		SP:Iteration 74F (43985.510000 sec): 3 clusters
  Score: Raw -3609976.540911 + Penalty 4936.400600 = -3605040.140311
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43986.160000 sec): 2 clusters
  Score: Raw -17094367.122102 + Penalty 2845.001564 = -17091522.120538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43987.110000 sec): 3 clusters
  Score: Raw -17033114.234728 + Penalty 5690.003129 = -17027424.231599
  nChanged 45175
		SP:Iteration 1F (43988.060000 sec): 3 clusters
  Score: Raw -17058815.327108 + Penalty 5690.003129 = -17053125.323979
  nChanged 3062
		SP:Iteration 2Q (43989.130000 sec): 3 clusters
  Score: Raw -17059476.234468 + Penalty 5690.003129 = -17053786.231340
  nChanged 3097
		SP:Iteration 3Q (43990.230000 sec): 3 clusters
  Score: Raw -17060242.164110 + Penalty 5690.003129 = -17054552.160982
  nChanged 3438
		SP:Iteration 4Q (43991.280000 sec): 3 clusters
  Score: Raw -17061298.423680 + Penalty 5690.003129 = -17055608.420551
  nChanged 4090
		SP:Iteration 5Q (43992.260000 sec): 3 clusters
  Score: Raw -17062943.569033 + Penalty 5690.003129 = -17057253.565904
  nChanged 5135
		SP:Iteration 6F (43993.260000 sec): 3 clusters
  Score: Raw -17065604.446676 + Penalty 5690.003129 = -17059914.443547
  nChanged 6382
		SP:Iteration 7F (43994.230000 sec): 3 clusters
  Score: Raw -17069829.852904 + Penalty 5690.003129 = -17064139.849776
  nChanged 7489
		SP:Iteration 8F (43995.190000 sec): 3 clusters
  Score: Raw -17075988.323940 + Penalty 5690.003129 = -17070298.320811
  nChanged 7623
		SP:Iteration 9F (43996.160000 sec): 3 clusters
  Score: Raw -17083217.261485 + Penalty 5690.003129 = -17077527.258356
  nChanged 6032
		SP:Iteration 10F (43997.130000 sec): 3 clusters
  Score: Raw -17089207.711276 + Penalty 5690.003129 = -17083517.708147
  nChanged 3479
		SP:Iteration 11Q (43998.160000 sec): 3 clusters
  Score: Raw -17092595.778738 + Penalty 5690.003129 = -17086905.775609
  nChanged 1419
		SP:Iteration 12Q (43999.070000 sec): 3 clusters
  Score: Raw -17093919.455415 + Penalty 5690.003129 = -17088229.452286
  nChanged 428
		SP:Iteration 13Q (43999.970000 sec): 3 clusters
  Score: Raw -17094337.319448 + Penalty 5690.003129 = -17088647.316319
  nChanged 138
		SP:Iteration 14Q (44000.880000 sec): 3 clusters
  Score: Raw -17094505.586574 + Penalty 5690.003129 = -17088815.583445
  nChanged 77
		SP:Iteration 15Q (44001.750000 sec): 3 clusters
  Score: Raw -17094608.746986 + Penalty 5690.003129 = -17088918.743858
  nChanged 26
		SP:Iteration 16Q (44002.630000 sec): 3 clusters
  Score: Raw -17094637.988148 + Penalty 5690.003129 = -17088947.985019
  nChanged 13
		SP:Iteration 17Q (44003.570000 sec): 3 clusters
  Score: Raw -17094655.597159 + Penalty 5690.003129 = -17088965.594030
  nChanged 11
		SP:Iteration 18Q (44004.470000 sec): 3 clusters
  Score: Raw -17094677.764351 + Penalty 5690.003129 = -17088987.761222
  nChanged 10
		SP:Iteration 19Q (44005.300000 sec): 3 clusters
  Score: Raw -17094694.335340 + Penalty 5690.003129 = -17089004.332212
  nChanged 10
		SP:Iteration 20F (44006.300000 sec): 3 clusters
  Score: Raw -17094710.534250 + Penalty 5690.003129 = -17089020.531121
  nChanged 4
		SP:Iteration 21Q (44007.200000 sec): 3 clusters
  Score: Raw -17094717.546002 + Penalty 5690.003129 = -17089027.542874
  nChanged 5
		SP:Iteration 22Q (44008.110000 sec): 3 clusters
  Score: Raw -17094724.523570 + Penalty 5690.003129 = -17089034.520441
  nChanged 2
		SP:Iteration 23Q (44008.950000 sec): 3 clusters
  Score: Raw -17094726.126584 + Penalty 5690.003129 = -17089036.123455
  nChanged 2
		SP:Iteration 24Q (44009.840000 sec): 3 clusters
  Score: Raw -17094728.094621 + Penalty 5690.003129 = -17089038.091492
  nChanged 1
		SP:Iteration 25Q (44010.640000 sec): 3 clusters
  Score: Raw -17094730.623080 + Penalty 5690.003129 = -17089040.619951
  nChanged 0
		SP:Iteration 26F (44011.590000 sec): 3 clusters
  Score: Raw -17094730.623080 + Penalty 5690.003129 = -17089040.619951
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44011.670000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44011.810000 sec): 3 clusters
  Score: Raw -82604.918984 + Penalty 3110.410262 = -79494.508722
  nChanged 100
		SP:Iteration 1F (44011.820000 sec): 3 clusters
  Score: Raw -82880.251911 + Penalty 3110.410262 = -79769.841649
  nChanged 32
		SP:Iteration 2F (44011.840000 sec): 3 clusters
  Score: Raw -82962.277351 + Penalty 3110.410262 = -79851.867089
  nChanged 10
		SP:Iteration 3Q (44011.860000 sec): 3 clusters
  Score: Raw -82988.116019 + Penalty 3110.410262 = -79877.705756
  nChanged 8
		SP:Iteration 4Q (44011.880000 sec): 3 clusters
  Score: Raw -83001.521744 + Penalty 3110.410262 = -79891.111482
  nChanged 2
		SP:Iteration 5Q (44011.900000 sec): 3 clusters
  Score: Raw -83004.911046 + Penalty 3110.410262 = -79894.500783
  nChanged 1
		SP:Iteration 6Q (44011.930000 sec): 3 clusters
  Score: Raw -83005.759440 + Penalty 3110.410262 = -79895.349178
  nChanged 0
		SP:Iteration 7F (44011.950000 sec): 3 clusters
  Score: Raw -83005.759440 + Penalty 3110.410262 = -79895.349178
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44011.970000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44011.980000 sec): 3 clusters
  Score: Raw -34412.233184 + Penalty 2645.028521 = -31767.204662
  nChanged 12
		SP:Iteration 1F (44011.990000 sec): 3 clusters
  Score: Raw -34435.239576 + Penalty 2645.028521 = -31790.211054
  nChanged 1
		SP:Iteration 2Q (44012.000000 sec): 3 clusters
  Score: Raw -34437.314063 + Penalty 2645.028521 = -31792.285542
  nChanged 0
		SP:Iteration 3F (44012.000000 sec): 3 clusters
  Score: Raw -34437.314063 + Penalty 2645.028521 = -31792.285542
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44012.020000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44012.040000 sec): 3 clusters
  Score: Raw -18315.889866 + Penalty 2331.438261 = -15984.451605
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44012.060000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44012.090000 sec): 3 clusters
  Score: Raw -79078.811792 + Penalty 3061.163496 = -76017.648296
  nChanged 74
		SP:Iteration 1F (44012.110000 sec): 3 clusters
  Score: Raw -79261.283811 + Penalty 3061.163496 = -76200.120315
  nChanged 25
		SP:Iteration 2F (44012.130000 sec): 3 clusters
  Score: Raw -79326.913398 + Penalty 3061.163496 = -76265.749902
  nChanged 11
		SP:Iteration 3Q (44012.160000 sec): 3 clusters
  Score: Raw -79359.175863 + Penalty 3061.163496 = -76298.012367
  nChanged 7
		SP:Iteration 4Q (44012.180000 sec): 3 clusters
  Score: Raw -79373.885005 + Penalty 3061.163496 = -76312.721509
  nChanged 2
		SP:Iteration 5Q (44012.200000 sec): 3 clusters
  Score: Raw -79380.132683 + Penalty 3061.163496 = -76318.969187
  nChanged 0
		SP:Iteration 6F (44012.220000 sec): 3 clusters
  Score: Raw -79380.132683 + Penalty 3061.163496 = -76318.969187
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44012.260000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44012.290000 sec): 3 clusters
  Score: Raw -132147.777329 + Penalty 3295.965121 = -128851.812208
  nChanged 202
		SP:Iteration 1F (44012.310000 sec): 3 clusters
  Score: Raw -132406.088727 + Penalty 3295.965121 = -129110.123606
  nChanged 43
		SP:Iteration 2F (44012.390000 sec): 3 clusters
  Score: Raw -132462.235794 + Penalty 3295.965121 = -129166.270674
  nChanged 16
		SP:Iteration 3Q (44012.560000 sec): 3 clusters
  Score: Raw -132497.825415 + Penalty 3295.965121 = -129201.860294
  nChanged 10
		SP:Iteration 4Q (44012.740000 sec): 3 clusters
  Score: Raw -132511.338813 + Penalty 3295.965121 = -129215.373692
  nChanged 9
		SP:Iteration 5Q (44012.910000 sec): 3 clusters
  Score: Raw -132523.587121 + Penalty 3295.965121 = -129227.622001
  nChanged 4
		SP:Iteration 6Q (44013.090000 sec): 3 clusters
  Score: Raw -132527.257656 + Penalty 3295.965121 = -129231.292535
  nChanged 0
		SP:Iteration 7F (44013.210000 sec): 3 clusters
  Score: Raw -132527.257656 + Penalty 3295.965121 = -129231.292535
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44013.270000 sec): 2 clusters
  Score: Raw -21270.480461 + Penalty 1327.260817 = -19943.219644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44013.280000 sec): 3 clusters
  Score: Raw -21582.146876 + Penalty 2654.521634 = -18927.625242
  nChanged 35
		SP:Iteration 1F (44013.280000 sec): 3 clusters
  Score: Raw -21721.749885 + Penalty 2654.521634 = -19067.228250
  nChanged 3
		SP:Iteration 2Q (44013.290000 sec): 3 clusters
  Score: Raw -21729.096492 + Penalty 2654.521634 = -19074.574857
  nChanged 1
		SP:Iteration 3Q (44013.300000 sec): 3 clusters
  Score: Raw -21730.924236 + Penalty 2654.521634 = -19076.402601
  nChanged 1
		SP:Iteration 4Q (44013.300000 sec): 3 clusters
  Score: Raw -21732.797351 + Penalty 2654.521634 = -19078.275717
  nChanged 1
		SP:Iteration 5Q (44013.310000 sec): 3 clusters
  Score: Raw -21733.752666 + Penalty 2654.521634 = -19079.231032
  nChanged 1
		SP:Iteration 6Q (44013.320000 sec): 3 clusters
  Score: Raw -21737.810211 + Penalty 2654.521634 = -19083.288576
  nChanged 2
		SP:Iteration 7Q (44013.330000 sec): 3 clusters
  Score: Raw -21743.212793 + Penalty 2654.521634 = -19088.691159
  nChanged 1
		SP:Iteration 8Q (44013.340000 sec): 3 clusters
  Score: Raw -21744.421805 + Penalty 2654.521634 = -19089.900171
  nChanged 0
		SP:Iteration 9F (44013.340000 sec): 3 clusters
  Score: Raw -21744.421805 + Penalty 2654.521634 = -19089.900171
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44013.380000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44013.400000 sec): 3 clusters
  Score: Raw -134262.279607 + Penalty 3288.818959 = -130973.460648
  nChanged 187
		SP:Iteration 1F (44013.430000 sec): 3 clusters
  Score: Raw -134544.564015 + Penalty 3288.818959 = -131255.745056
  nChanged 47
		SP:Iteration 2F (44013.450000 sec): 3 clusters
  Score: Raw -134618.610980 + Penalty 3288.818959 = -131329.792021
  nChanged 24
		SP:Iteration 3Q (44013.480000 sec): 3 clusters
  Score: Raw -134661.337288 + Penalty 3288.818959 = -131372.518329
  nChanged 15
		SP:Iteration 4Q (44013.500000 sec): 3 clusters
  Score: Raw -134680.034524 + Penalty 3288.818959 = -131391.215565
  nChanged 9
		SP:Iteration 5Q (44013.520000 sec): 3 clusters
  Score: Raw -134700.336336 + Penalty 3288.818959 = -131411.517377
  nChanged 5
		SP:Iteration 6Q (44013.550000 sec): 3 clusters
  Score: Raw -134709.341691 + Penalty 3288.818959 = -131420.522732
  nChanged 6
		SP:Iteration 7Q (44013.570000 sec): 3 clusters
  Score: Raw -134718.134765 + Penalty 3288.818959 = -131429.315806
  nChanged 6
		SP:Iteration 8Q (44013.600000 sec): 3 clusters
  Score: Raw -134727.053334 + Penalty 3288.818959 = -131438.234375
  nChanged 2
		SP:Iteration 9Q (44013.620000 sec): 3 clusters
  Score: Raw -134732.628518 + Penalty 3288.818959 = -131443.809559
  nChanged 6
		SP:Iteration 10Q (44013.640000 sec): 3 clusters
  Score: Raw -134743.609139 + Penalty 3288.818959 = -131454.790179
  nChanged 3
		SP:Iteration 11Q (44013.670000 sec): 3 clusters
  Score: Raw -134748.112584 + Penalty 3288.818959 = -131459.293624
  nChanged 3
		SP:Iteration 12Q (44013.690000 sec): 3 clusters
  Score: Raw -134750.567582 + Penalty 3288.818959 = -131461.748623
  nChanged 4
		SP:Iteration 13Q (44013.720000 sec): 3 clusters
  Score: Raw -134758.568259 + Penalty 3288.818959 = -131469.749299
  nChanged 2
		SP:Iteration 14Q (44013.740000 sec): 3 clusters
  Score: Raw -134761.150881 + Penalty 3288.818959 = -131472.331921
  nChanged 2
		SP:Iteration 15Q (44013.760000 sec): 3 clusters
  Score: Raw -134762.356206 + Penalty 3288.818959 = -131473.537247
  nChanged 1
		SP:Iteration 16Q (44013.790000 sec): 3 clusters
  Score: Raw -134765.124393 + Penalty 3288.818959 = -131476.305434
  nChanged 0
		SP:Iteration 17F (44013.810000 sec): 3 clusters
  Score: Raw -134765.124393 + Penalty 3288.818959 = -131476.305434
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44013.870000 sec): 2 clusters
  Score: Raw -270670.565464 + Penalty 1823.246368 = -268847.319097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44013.910000 sec): 3 clusters
  Score: Raw -270186.497981 + Penalty 3646.492735 = -266540.005246
  nChanged 456
		SP:Iteration 1F (44013.950000 sec): 3 clusters
  Score: Raw -270621.479826 + Penalty 3646.492735 = -266974.987091
  nChanged 112
		SP:Iteration 2F (44013.990000 sec): 3 clusters
  Score: Raw -270765.328221 + Penalty 3646.492735 = -267118.835486
  nChanged 85
		SP:Iteration 3F (44014.030000 sec): 3 clusters
  Score: Raw -270882.113784 + Penalty 3646.492735 = -267235.621049
  nChanged 70
		SP:Iteration 4Q (44014.080000 sec): 3 clusters
  Score: Raw -270982.534306 + Penalty 3646.492735 = -267336.041571
  nChanged 65
		SP:Iteration 5Q (44014.120000 sec): 3 clusters
  Score: Raw -271112.655877 + Penalty 3646.492735 = -267466.163142
  nChanged 63
		SP:Iteration 6Q (44014.160000 sec): 3 clusters
  Score: Raw -271214.590864 + Penalty 3646.492735 = -267568.098129
  nChanged 53
		SP:Iteration 7Q (44014.200000 sec): 3 clusters
  Score: Raw -271293.638063 + Penalty 3646.492735 = -267647.145328
  nChanged 40
		SP:Iteration 8Q (44014.240000 sec): 3 clusters
  Score: Raw -271342.592347 + Penalty 3646.492735 = -267696.099612
  nChanged 34
		SP:Iteration 9Q (44014.280000 sec): 3 clusters
  Score: Raw -271388.557044 + Penalty 3646.492735 = -267742.064309
  nChanged 34
		SP:Iteration 10Q (44014.320000 sec): 3 clusters
  Score: Raw -271430.484738 + Penalty 3646.492735 = -267783.992003
  nChanged 22
		SP:Iteration 11Q (44014.360000 sec): 3 clusters
  Score: Raw -271456.727689 + Penalty 3646.492735 = -267810.234953
  nChanged 19
		SP:Iteration 12Q (44014.400000 sec): 3 clusters
  Score: Raw -271476.462262 + Penalty 3646.492735 = -267829.969527
  nChanged 15
		SP:Iteration 13Q (44014.440000 sec): 3 clusters
  Score: Raw -271493.419661 + Penalty 3646.492735 = -267846.926926
  nChanged 7
		SP:Iteration 14Q (44014.490000 sec): 3 clusters
  Score: Raw -271503.161609 + Penalty 3646.492735 = -267856.668873
  nChanged 8
		SP:Iteration 15Q (44014.530000 sec): 3 clusters
  Score: Raw -271511.181866 + Penalty 3646.492735 = -267864.689131
  nChanged 5
		SP:Iteration 16Q (44014.570000 sec): 3 clusters
  Score: Raw -271516.196010 + Penalty 3646.492735 = -267869.703275
  nChanged 5
		SP:Iteration 17Q (44014.610000 sec): 3 clusters
  Score: Raw -271520.334750 + Penalty 3646.492735 = -267873.842015
  nChanged 2
		SP:Iteration 18Q (44014.650000 sec): 3 clusters
  Score: Raw -271521.873690 + Penalty 3646.492735 = -267875.380955
  nChanged 1
		SP:Iteration 19Q (44014.690000 sec): 3 clusters
  Score: Raw -271523.039268 + Penalty 3646.492735 = -267876.546533
  nChanged 1
		SP:Iteration 20F (44014.730000 sec): 3 clusters
  Score: Raw -271524.942901 + Penalty 3646.492735 = -267878.450166
  nChanged 2
		SP:Iteration 21Q (44014.770000 sec): 3 clusters
  Score: Raw -271528.972230 + Penalty 3646.492735 = -267882.479495
  nChanged 4
		SP:Iteration 22Q (44014.820000 sec): 3 clusters
  Score: Raw -271537.060131 + Penalty 3646.492735 = -267890.567396
  nChanged 10
		SP:Iteration 23Q (44014.860000 sec): 3 clusters
  Score: Raw -271546.155714 + Penalty 3646.492735 = -267899.662979
  nChanged 11
		SP:Iteration 24Q (44014.900000 sec): 3 clusters
  Score: Raw -271554.913913 + Penalty 3646.492735 = -267908.421178
  nChanged 6
		SP:Iteration 25Q (44014.940000 sec): 3 clusters
  Score: Raw -271559.142608 + Penalty 3646.492735 = -267912.649873
  nChanged 3
		SP:Iteration 26Q (44014.980000 sec): 3 clusters
  Score: Raw -271562.056154 + Penalty 3646.492735 = -267915.563419
  nChanged 2
		SP:Iteration 27Q (44015.020000 sec): 3 clusters
  Score: Raw -271563.985524 + Penalty 3646.492735 = -267917.492789
  nChanged 2
		SP:Iteration 28Q (44015.060000 sec): 3 clusters
  Score: Raw -271565.840080 + Penalty 3646.492735 = -267919.347345
  nChanged 3
		SP:Iteration 29Q (44015.100000 sec): 3 clusters
  Score: Raw -271567.866730 + Penalty 3646.492735 = -267921.373995
  nChanged 0
		SP:Iteration 30F (44015.140000 sec): 3 clusters
  Score: Raw -271567.866730 + Penalty 3646.492735 = -267921.373995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44015.180000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44015.200000 sec): 3 clusters
  Score: Raw -59978.303692 + Penalty 2975.472535 = -57002.831157
  nChanged 75
		SP:Iteration 1F (44015.210000 sec): 3 clusters
  Score: Raw -60164.296869 + Penalty 2975.472535 = -57188.824334
  nChanged 22
		SP:Iteration 2F (44015.230000 sec): 3 clusters
  Score: Raw -60228.180986 + Penalty 2975.472535 = -57252.708451
  nChanged 13
		SP:Iteration 3Q (44015.240000 sec): 3 clusters
  Score: Raw -60270.395062 + Penalty 2975.472535 = -57294.922527
  nChanged 7
		SP:Iteration 4Q (44015.260000 sec): 3 clusters
  Score: Raw -60291.690129 + Penalty 2975.472535 = -57316.217594
  nChanged 1
		SP:Iteration 5Q (44015.270000 sec): 3 clusters
  Score: Raw -60296.978919 + Penalty 2975.472535 = -57321.506384
  nChanged 3
		SP:Iteration 6Q (44015.290000 sec): 3 clusters
  Score: Raw -60339.749410 + Penalty 2975.472535 = -57364.276875
  nChanged 3
		SP:Iteration 7Q (44015.300000 sec): 3 clusters
  Score: Raw -60346.895841 + Penalty 2975.472535 = -57371.423306
  nChanged 3
		SP:Iteration 8Q (44015.320000 sec): 3 clusters
  Score: Raw -60357.054425 + Penalty 2975.472535 = -57381.581890
  nChanged 3
		SP:Iteration 9Q (44015.340000 sec): 3 clusters
  Score: Raw -60361.663623 + Penalty 2975.472535 = -57386.191088
  nChanged 0
		SP:Iteration 10F (44015.350000 sec): 3 clusters
  Score: Raw -60361.663623 + Penalty 2975.472535 = -57386.191088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44015.400000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44015.420000 sec): 3 clusters
  Score: Raw -185347.093841 + Penalty 3484.225919 = -181862.867922
  nChanged 287
		SP:Iteration 1F (44015.450000 sec): 3 clusters
  Score: Raw -185744.664794 + Penalty 3484.225919 = -182260.438875
  nChanged 100
		SP:Iteration 2F (44015.480000 sec): 3 clusters
  Score: Raw -185959.215527 + Penalty 3484.225919 = -182474.989608
  nChanged 83
		SP:Iteration 3F (44015.520000 sec): 3 clusters
  Score: Raw -186146.748212 + Penalty 3484.225919 = -182662.522293
  nChanged 58
		SP:Iteration 4F (44015.550000 sec): 3 clusters
  Score: Raw -186296.104774 + Penalty 3484.225919 = -182811.878855
  nChanged 39
		SP:Iteration 5Q (44015.590000 sec): 3 clusters
  Score: Raw -186378.491380 + Penalty 3484.225919 = -182894.265461
  nChanged 35
		SP:Iteration 6Q (44015.620000 sec): 3 clusters
  Score: Raw -186450.351906 + Penalty 3484.225919 = -182966.125987
  nChanged 34
		SP:Iteration 7Q (44015.660000 sec): 3 clusters
  Score: Raw -186521.799164 + Penalty 3484.225919 = -183037.573245
  nChanged 29
		SP:Iteration 8Q (44015.690000 sec): 3 clusters
  Score: Raw -186574.466608 + Penalty 3484.225919 = -183090.240689
  nChanged 19
		SP:Iteration 9Q (44015.720000 sec): 3 clusters
  Score: Raw -186604.657157 + Penalty 3484.225919 = -183120.431238
  nChanged 12
		SP:Iteration 10Q (44015.760000 sec): 3 clusters
  Score: Raw -186619.209601 + Penalty 3484.225919 = -183134.983682
  nChanged 7
		SP:Iteration 11Q (44015.880000 sec): 3 clusters
  Score: Raw -186629.902961 + Penalty 3484.225919 = -183145.677042
  nChanged 5
		SP:Iteration 12Q (44015.900000 sec): 3 clusters
  Score: Raw -186635.686320 + Penalty 3484.225919 = -183151.460401
  nChanged 4
		SP:Iteration 13Q (44015.940000 sec): 3 clusters
  Score: Raw -186639.377672 + Penalty 3484.225919 = -183155.151753
  nChanged 1
		SP:Iteration 14Q (44015.970000 sec): 3 clusters
  Score: Raw -186640.142427 + Penalty 3484.225919 = -183155.916508
  nChanged 3
		SP:Iteration 15Q (44016.000000 sec): 3 clusters
  Score: Raw -186644.858955 + Penalty 3484.225919 = -183160.633035
  nChanged 2
		SP:Iteration 16Q (44016.030000 sec): 3 clusters
  Score: Raw -186645.901023 + Penalty 3484.225919 = -183161.675104
  nChanged 0
		SP:Iteration 17F (44016.060000 sec): 3 clusters
  Score: Raw -186645.901023 + Penalty 3484.225919 = -183161.675104
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44016.710000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44017.670000 sec): 3 clusters
  Score: Raw -19043649.735237 + Penalty 5708.960592 = -19037940.774645
  nChanged 47248
		SP:Iteration 1F (44018.680000 sec): 3 clusters
  Score: Raw -19070830.641598 + Penalty 5708.960592 = -19065121.681006
  nChanged 3442
		SP:Iteration 2Q (44019.780000 sec): 3 clusters
  Score: Raw -19071741.424595 + Penalty 5708.960592 = -19066032.464003
  nChanged 3457
		SP:Iteration 3Q (44020.880000 sec): 3 clusters
  Score: Raw -19072760.825082 + Penalty 5708.960592 = -19067051.864490
  nChanged 3598
		SP:Iteration 4Q (44021.980000 sec): 3 clusters
  Score: Raw -19074048.877821 + Penalty 5708.960592 = -19068339.917229
  nChanged 4068
		SP:Iteration 5Q (44023.080000 sec): 3 clusters
  Score: Raw -19075859.753377 + Penalty 5708.960592 = -19070150.792785
  nChanged 4650
		SP:Iteration 6Q (44024.150000 sec): 3 clusters
  Score: Raw -19078439.743208 + Penalty 5708.960592 = -19072730.782616
  nChanged 5355
		SP:Iteration 7F (44025.160000 sec): 3 clusters
  Score: Raw -19081808.633818 + Penalty 5708.960592 = -19076099.673226
  nChanged 5819
		SP:Iteration 8F (44026.240000 sec): 3 clusters
  Score: Raw -19085829.594000 + Penalty 5708.960592 = -19080120.633408
  nChanged 5772
		SP:Iteration 9F (44027.250000 sec): 3 clusters
  Score: Raw -19090009.921312 + Penalty 5708.960592 = -19084300.960720
  nChanged 5405
		SP:Iteration 10F (44028.270000 sec): 3 clusters
  Score: Raw -19093640.461834 + Penalty 5708.960592 = -19087931.501242
  nChanged 4641
		SP:Iteration 11Q (44029.340000 sec): 3 clusters
  Score: Raw -19096589.208233 + Penalty 5708.960592 = -19090880.247641
  nChanged 3885
		SP:Iteration 12Q (44030.370000 sec): 3 clusters
  Score: Raw -19098906.819937 + Penalty 5708.960592 = -19093197.859345
  nChanged 3310
		SP:Iteration 13Q (44031.400000 sec): 3 clusters
  Score: Raw -19100869.493842 + Penalty 5708.960592 = -19095160.533250
  nChanged 2970
		SP:Iteration 14Q (44032.430000 sec): 3 clusters
  Score: Raw -19102664.234422 + Penalty 5708.960592 = -19096955.273830
  nChanged 2613
		SP:Iteration 15Q (44033.430000 sec): 3 clusters
  Score: Raw -19104237.069189 + Penalty 5708.960592 = -19098528.108597
  nChanged 2195
		SP:Iteration 16Q (44034.430000 sec): 3 clusters
  Score: Raw -19105569.322490 + Penalty 5708.960592 = -19099860.361898
  nChanged 1799
		SP:Iteration 17Q (44035.420000 sec): 3 clusters
  Score: Raw -19106597.863969 + Penalty 5708.960592 = -19100888.903378
  nChanged 1342
		SP:Iteration 18Q (44036.380000 sec): 3 clusters
  Score: Raw -19107293.515042 + Penalty 5708.960592 = -19101584.554450
  nChanged 989
		SP:Iteration 19Q (44037.340000 sec): 3 clusters
  Score: Raw -19107769.333545 + Penalty 5708.960592 = -19102060.372953
  nChanged 736
		SP:Iteration 20F (44038.350000 sec): 3 clusters
  Score: Raw -19108088.372595 + Penalty 5708.960592 = -19102379.412003
  nChanged 565
		SP:Iteration 21Q (44039.320000 sec): 3 clusters
  Score: Raw -19108305.893215 + Penalty 5708.960592 = -19102596.932623
  nChanged 410
		SP:Iteration 22Q (44040.320000 sec): 3 clusters
  Score: Raw -19108445.342130 + Penalty 5708.960592 = -19102736.381538
  nChanged 308
		SP:Iteration 23Q (44041.290000 sec): 3 clusters
  Score: Raw -19108545.419342 + Penalty 5708.960592 = -19102836.458750
  nChanged 240
		SP:Iteration 24Q (44042.260000 sec): 3 clusters
  Score: Raw -19108621.187964 + Penalty 5708.960592 = -19102912.227372
  nChanged 220
		SP:Iteration 25Q (44043.180000 sec): 3 clusters
  Score: Raw -19108689.258420 + Penalty 5708.960592 = -19102980.297828
  nChanged 169
		SP:Iteration 26Q (44044.100000 sec): 3 clusters
  Score: Raw -19108742.462579 + Penalty 5708.960592 = -19103033.501987
  nChanged 137
		SP:Iteration 27Q (44044.980000 sec): 3 clusters
  Score: Raw -19108779.604095 + Penalty 5708.960592 = -19103070.643503
  nChanged 111
		SP:Iteration 28Q (44045.910000 sec): 3 clusters
  Score: Raw -19108807.902883 + Penalty 5708.960592 = -19103098.942291
  nChanged 85
		SP:Iteration 29Q (44046.790000 sec): 3 clusters
  Score: Raw -19108828.807810 + Penalty 5708.960592 = -19103119.847218
  nChanged 82
		SP:Iteration 30Q (44047.760000 sec): 3 clusters
  Score: Raw -19108849.060525 + Penalty 5708.960592 = -19103140.099933
  nChanged 66
		SP:Iteration 31Q (44048.680000 sec): 3 clusters
  Score: Raw -19108864.595164 + Penalty 5708.960592 = -19103155.634572
  nChanged 52
		SP:Iteration 32Q (44049.600000 sec): 3 clusters
  Score: Raw -19108878.189395 + Penalty 5708.960592 = -19103169.228803
  nChanged 51
		SP:Iteration 33Q (44050.520000 sec): 3 clusters
  Score: Raw -19108889.047688 + Penalty 5708.960592 = -19103180.087096
  nChanged 38
		SP:Iteration 34Q (44051.400000 sec): 3 clusters
  Score: Raw -19108897.418276 + Penalty 5708.960592 = -19103188.457684
  nChanged 29
		SP:Iteration 35Q (44052.290000 sec): 3 clusters
  Score: Raw -19108904.617249 + Penalty 5708.960592 = -19103195.656657
  nChanged 32
		SP:Iteration 36Q (44053.170000 sec): 3 clusters
  Score: Raw -19108912.447202 + Penalty 5708.960592 = -19103203.486610
  nChanged 27
		SP:Iteration 37Q (44054.090000 sec): 3 clusters
  Score: Raw -19108917.911882 + Penalty 5708.960592 = -19103208.951290
  nChanged 21
		SP:Iteration 38Q (44054.970000 sec): 3 clusters
  Score: Raw -19108922.794146 + Penalty 5708.960592 = -19103213.833555
  nChanged 21
		SP:Iteration 39Q (44055.900000 sec): 3 clusters
  Score: Raw -19108927.197904 + Penalty 5708.960592 = -19103218.237312
  nChanged 17
		SP:Iteration 40F (44056.870000 sec): 3 clusters
  Score: Raw -19108930.769201 + Penalty 5708.960592 = -19103221.808609
  nChanged 16
		SP:Iteration 41Q (44057.750000 sec): 3 clusters
  Score: Raw -19108934.034604 + Penalty 5708.960592 = -19103225.074012
  nChanged 11
		SP:Iteration 42Q (44058.670000 sec): 3 clusters
  Score: Raw -19108936.260488 + Penalty 5708.960592 = -19103227.299897
  nChanged 16
		SP:Iteration 43Q (44059.560000 sec): 3 clusters
  Score: Raw -19108939.108091 + Penalty 5708.960592 = -19103230.147499
  nChanged 17
		SP:Iteration 44Q (44060.480000 sec): 3 clusters
  Score: Raw -19108941.859101 + Penalty 5708.960592 = -19103232.898509
  nChanged 11
		SP:Iteration 45Q (44061.360000 sec): 3 clusters
  Score: Raw -19108943.763718 + Penalty 5708.960592 = -19103234.803126
  nChanged 14
		SP:Iteration 46Q (44062.280000 sec): 3 clusters
  Score: Raw -19108946.315796 + Penalty 5708.960592 = -19103237.355204
  nChanged 7
		SP:Iteration 47Q (44063.090000 sec): 3 clusters
  Score: Raw -19108947.842248 + Penalty 5708.960592 = -19103238.881656
  nChanged 5
		SP:Iteration 48Q (44063.950000 sec): 3 clusters
  Score: Raw -19108948.691387 + Penalty 5708.960592 = -19103239.730795
  nChanged 3
		SP:Iteration 49Q (44064.750000 sec): 3 clusters
  Score: Raw -19108949.266798 + Penalty 5708.960592 = -19103240.306206
  nChanged 5
		SP:Iteration 50Q (44065.660000 sec): 3 clusters
  Score: Raw -19108950.111391 + Penalty 5708.960592 = -19103241.150799
  nChanged 4
		SP:Iteration 51Q (44066.560000 sec): 3 clusters
  Score: Raw -19108950.735933 + Penalty 5708.960592 = -19103241.775341
  nChanged 5
		SP:Iteration 52Q (44067.410000 sec): 3 clusters
  Score: Raw -19108951.527743 + Penalty 5708.960592 = -19103242.567151
  nChanged 6
		SP:Iteration 53Q (44068.240000 sec): 3 clusters
  Score: Raw -19108952.886465 + Penalty 5708.960592 = -19103243.925873
  nChanged 5
		SP:Iteration 54Q (44069.140000 sec): 3 clusters
  Score: Raw -19108953.676380 + Penalty 5708.960592 = -19103244.715788
  nChanged 5
		SP:Iteration 55Q (44070.070000 sec): 3 clusters
  Score: Raw -19108954.505167 + Penalty 5708.960592 = -19103245.544575
  nChanged 3
		SP:Iteration 56Q (44070.950000 sec): 3 clusters
  Score: Raw -19108955.011964 + Penalty 5708.960592 = -19103246.051372
  nChanged 6
		SP:Iteration 57Q (44071.860000 sec): 3 clusters
  Score: Raw -19108956.010804 + Penalty 5708.960592 = -19103247.050213
  nChanged 7
		SP:Iteration 58Q (44072.730000 sec): 3 clusters
  Score: Raw -19108957.338532 + Penalty 5708.960592 = -19103248.377940
  nChanged 5
		SP:Iteration 59Q (44073.660000 sec): 3 clusters
  Score: Raw -19108958.126598 + Penalty 5708.960592 = -19103249.166006
  nChanged 3
		SP:Iteration 60F (44074.540000 sec): 3 clusters
  Score: Raw -19108958.720918 + Penalty 5708.960592 = -19103249.760326
  nChanged 1
		SP:Iteration 61Q (44075.420000 sec): 3 clusters
  Score: Raw -19108958.909053 + Penalty 5708.960592 = -19103249.948461
  nChanged 2
		SP:Iteration 62Q (44076.260000 sec): 3 clusters
  Score: Raw -19108959.298079 + Penalty 5708.960592 = -19103250.337487
  nChanged 4
		SP:Iteration 63Q (44077.100000 sec): 3 clusters
  Score: Raw -19108959.917030 + Penalty 5708.960592 = -19103250.956438
  nChanged 0
		SP:Iteration 64F (44078.060000 sec): 3 clusters
  Score: Raw -19108959.917030 + Penalty 5708.960592 = -19103250.956438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44078.140000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44078.320000 sec): 3 clusters
  Score: Raw -50643.142029 + Penalty 2829.076107 = -47814.065921
  nChanged 27
		SP:Iteration 1F (44078.490000 sec): 3 clusters
  Score: Raw -50732.582632 + Penalty 2829.076107 = -47903.506525
  nChanged 9
		SP:Iteration 2Q (44078.670000 sec): 3 clusters
  Score: Raw -50757.365930 + Penalty 2829.076107 = -47928.289822
  nChanged 5
		SP:Iteration 3Q (44078.840000 sec): 3 clusters
  Score: Raw -50769.122647 + Penalty 2829.076107 = -47940.046539
  nChanged 2
		SP:Iteration 4Q (44079.020000 sec): 3 clusters
  Score: Raw -50774.508900 + Penalty 2829.076107 = -47945.432793
  nChanged 2
		SP:Iteration 5Q (44079.200000 sec): 3 clusters
  Score: Raw -50783.342222 + Penalty 2829.076107 = -47954.266115
  nChanged 3
		SP:Iteration 6Q (44079.370000 sec): 3 clusters
  Score: Raw -50789.769591 + Penalty 2829.076107 = -47960.693484
  nChanged 0
		SP:Iteration 7F (44079.510000 sec): 3 clusters
  Score: Raw -50789.769591 + Penalty 2829.076107 = -47960.693484
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44079.540000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44079.540000 sec): 3 clusters
  Score: Raw -27374.381491 + Penalty 2570.164641 = -24804.216850
  nChanged 18
		SP:Iteration 1F (44079.550000 sec): 3 clusters
  Score: Raw -27450.124860 + Penalty 2570.164641 = -24879.960219
  nChanged 3
		SP:Iteration 2Q (44079.560000 sec): 3 clusters
  Score: Raw -27470.451064 + Penalty 2570.164641 = -24900.286423
  nChanged 1
		SP:Iteration 3Q (44079.560000 sec): 3 clusters
  Score: Raw -27475.664008 + Penalty 2570.164641 = -24905.499367
  nChanged 0
		SP:Iteration 4F (44079.570000 sec): 3 clusters
  Score: Raw -27475.664008 + Penalty 2570.164641 = -24905.499367
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44079.590000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44079.600000 sec): 3 clusters
  Score: Raw -48046.456393 + Penalty 2810.547637 = -45235.908756
  nChanged 25
		SP:Iteration 1F (44079.610000 sec): 3 clusters
  Score: Raw -48159.691242 + Penalty 2810.547637 = -45349.143605
  nChanged 6
		SP:Iteration 2Q (44079.620000 sec): 3 clusters
  Score: Raw -48180.450549 + Penalty 2810.547637 = -45369.902912
  nChanged 3
		SP:Iteration 3Q (44079.640000 sec): 3 clusters
  Score: Raw -48191.379679 + Penalty 2810.547637 = -45380.832041
  nChanged 0
		SP:Iteration 4F (44079.640000 sec): 3 clusters
  Score: Raw -48191.379679 + Penalty 2810.547637 = -45380.832041
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44079.680000 sec): 2 clusters
  Score: Raw -151204.358943 + Penalty 1691.093168 = -149513.265774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44079.720000 sec): 3 clusters
  Score: Raw -151057.494097 + Penalty 3382.186336 = -147675.307761
  nChanged 238
		SP:Iteration 1F (44079.740000 sec): 3 clusters
  Score: Raw -151410.720780 + Penalty 3382.186336 = -148028.534444
  nChanged 82
		SP:Iteration 2F (44079.780000 sec): 3 clusters
  Score: Raw -151587.608956 + Penalty 3382.186336 = -148205.422620
  nChanged 53
		SP:Iteration 3F (44079.810000 sec): 3 clusters
  Score: Raw -151721.197365 + Penalty 3382.186336 = -148339.011028
  nChanged 50
		SP:Iteration 4F (44079.840000 sec): 3 clusters
  Score: Raw -151852.582849 + Penalty 3382.186336 = -148470.396513
  nChanged 54
		SP:Iteration 5F (44079.870000 sec): 3 clusters
  Score: Raw -151991.673665 + Penalty 3382.186336 = -148609.487328
  nChanged 40
		SP:Iteration 6Q (44079.900000 sec): 3 clusters
  Score: Raw -152130.278694 + Penalty 3382.186336 = -148748.092358
  nChanged 31
		SP:Iteration 7Q (44079.930000 sec): 3 clusters
  Score: Raw -152209.554799 + Penalty 3382.186336 = -148827.368463
  nChanged 26
		SP:Iteration 8Q (44079.960000 sec): 3 clusters
  Score: Raw -152275.033141 + Penalty 3382.186336 = -148892.846805
  nChanged 17
		SP:Iteration 9Q (44080.000000 sec): 3 clusters
  Score: Raw -152315.862437 + Penalty 3382.186336 = -148933.676101
  nChanged 12
		SP:Iteration 10Q (44080.020000 sec): 3 clusters
  Score: Raw -152349.646858 + Penalty 3382.186336 = -148967.460522
  nChanged 13
		SP:Iteration 11Q (44080.060000 sec): 3 clusters
  Score: Raw -152403.884064 + Penalty 3382.186336 = -149021.697727
  nChanged 12
		SP:Iteration 12Q (44080.090000 sec): 3 clusters
  Score: Raw -152466.061473 + Penalty 3382.186336 = -149083.875136
  nChanged 14
		SP:Iteration 13Q (44080.120000 sec): 3 clusters
  Score: Raw -152550.448070 + Penalty 3382.186336 = -149168.261734
  nChanged 26
		SP:Iteration 14Q (44080.150000 sec): 3 clusters
  Score: Raw -152636.897490 + Penalty 3382.186336 = -149254.711153
  nChanged 17
		SP:Iteration 15Q (44080.180000 sec): 3 clusters
  Score: Raw -152700.691101 + Penalty 3382.186336 = -149318.504765
  nChanged 18
		SP:Iteration 16Q (44080.210000 sec): 3 clusters
  Score: Raw -152751.041901 + Penalty 3382.186336 = -149368.855565
  nChanged 13
		SP:Iteration 17Q (44080.240000 sec): 3 clusters
  Score: Raw -152777.475699 + Penalty 3382.186336 = -149395.289362
  nChanged 13
		SP:Iteration 18Q (44080.270000 sec): 3 clusters
  Score: Raw -152808.516626 + Penalty 3382.186336 = -149426.330290
  nChanged 10
		SP:Iteration 19Q (44080.300000 sec): 3 clusters
  Score: Raw -152830.822906 + Penalty 3382.186336 = -149448.636569
  nChanged 10
		SP:Iteration 20F (44080.340000 sec): 3 clusters
  Score: Raw -152872.010058 + Penalty 3382.186336 = -149489.823722
  nChanged 10
		SP:Iteration 21Q (44080.370000 sec): 3 clusters
  Score: Raw -152929.060932 + Penalty 3382.186336 = -149546.874596
  nChanged 13
		SP:Iteration 22Q (44080.400000 sec): 3 clusters
  Score: Raw -152971.426058 + Penalty 3382.186336 = -149589.239722
  nChanged 7
		SP:Iteration 23Q (44080.430000 sec): 3 clusters
  Score: Raw -152987.226331 + Penalty 3382.186336 = -149605.039995
  nChanged 5
		SP:Iteration 24Q (44080.470000 sec): 3 clusters
  Score: Raw -152998.913764 + Penalty 3382.186336 = -149616.727428
  nChanged 3
		SP:Iteration 25Q (44080.490000 sec): 3 clusters
  Score: Raw -153003.737721 + Penalty 3382.186336 = -149621.551384
  nChanged 2
		SP:Iteration 26Q (44080.530000 sec): 3 clusters
  Score: Raw -153006.553247 + Penalty 3382.186336 = -149624.366911
  nChanged 0
		SP:Iteration 27F (44080.560000 sec): 3 clusters
  Score: Raw -153006.553247 + Penalty 3382.186336 = -149624.366911
  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 3.86 GB.

 Trying to split cluster 32 (366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44080.600000 sec): 2 clusters
  Score: Raw -44876.904800 + Penalty 1463.853067 = -43413.051734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44080.620000 sec): 3 clusters
  Score: Raw -44982.354765 + Penalty 2927.706133 = -42054.648631
  nChanged 77
		SP:Iteration 1F (44080.630000 sec): 3 clusters
  Score: Raw -45174.636871 + Penalty 2927.706133 = -42246.930738
  nChanged 21
		SP:Iteration 2F (44080.640000 sec): 3 clusters
  Score: Raw -45251.243690 + Penalty 2927.706133 = -42323.537557
  nChanged 8
		SP:Iteration 3Q (44080.650000 sec): 3 clusters
  Score: Raw -45305.235368 + Penalty 2927.706133 = -42377.529235
  nChanged 7
		SP:Iteration 4Q (44080.670000 sec): 3 clusters
  Score: Raw -45330.673084 + Penalty 2927.706133 = -42402.966951
  nChanged 4
		SP:Iteration 5Q (44080.680000 sec): 3 clusters
  Score: Raw -45357.923535 + Penalty 2927.706133 = -42430.217402
  nChanged 4
		SP:Iteration 6Q (44080.700000 sec): 3 clusters
  Score: Raw -45363.226805 + Penalty 2927.706133 = -42435.520672
  nChanged 0
		SP:Iteration 7F (44080.720000 sec): 3 clusters
  Score: Raw -45363.226805 + Penalty 2927.706133 = -42435.520672
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44080.890000 sec): 2 clusters
  Score: Raw -2770033.035968 + Penalty 2403.039482 = -2767629.996486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44081.250000 sec): 3 clusters
  Score: Raw -2760765.653137 + Penalty 4806.078963 = -2755959.574174
  nChanged 7057
		SP:Iteration 1F (44081.550000 sec): 3 clusters
  Score: Raw -2764798.774262 + Penalty 4806.078963 = -2759992.695299
  nChanged 1093
		SP:Iteration 2F (44081.760000 sec): 3 clusters
  Score: Raw -2765408.134585 + Penalty 4806.078963 = -2760602.055622
  nChanged 945
		SP:Iteration 3F (44081.970000 sec): 3 clusters
  Score: Raw -2765905.258483 + Penalty 4806.078963 = -2761099.179520
  nChanged 851
		SP:Iteration 4F (44082.260000 sec): 3 clusters
  Score: Raw -2766323.893427 + Penalty 4806.078963 = -2761517.814464
  nChanged 728
		SP:Iteration 5Q (44082.600000 sec): 3 clusters
  Score: Raw -2766664.470692 + Penalty 4806.078963 = -2761858.391729
  nChanged 649
		SP:Iteration 6Q (44082.860000 sec): 3 clusters
  Score: Raw -2766954.672413 + Penalty 4806.078963 = -2762148.593450
  nChanged 601
		SP:Iteration 7Q (44083.160000 sec): 3 clusters
  Score: Raw -2767237.811894 + Penalty 4806.078963 = -2762431.732931
  nChanged 598
		SP:Iteration 8Q (44083.440000 sec): 3 clusters
  Score: Raw -2767533.391407 + Penalty 4806.078963 = -2762727.312444
  nChanged 587
		SP:Iteration 9Q (44083.740000 sec): 3 clusters
  Score: Raw -2767820.175923 + Penalty 4806.078963 = -2763014.096960
  nChanged 558
		SP:Iteration 10Q (44083.960000 sec): 3 clusters
  Score: Raw -2768087.761164 + Penalty 4806.078963 = -2763281.682201
  nChanged 510
		SP:Iteration 11Q (44084.200000 sec): 3 clusters
  Score: Raw -2768356.120125 + Penalty 4806.078963 = -2763550.041162
  nChanged 517
		SP:Iteration 12Q (44084.490000 sec): 3 clusters
  Score: Raw -2768649.994254 + Penalty 4806.078963 = -2763843.915291
  nChanged 494
		SP:Iteration 13Q (44084.800000 sec): 3 clusters
  Score: Raw -2768938.238401 + Penalty 4806.078963 = -2764132.159438
  nChanged 441
		SP:Iteration 14Q (44085.100000 sec): 3 clusters
  Score: Raw -2769199.344842 + Penalty 4806.078963 = -2764393.265879
  nChanged 371
		SP:Iteration 15Q (44085.410000 sec): 3 clusters
  Score: Raw -2769415.949176 + Penalty 4806.078963 = -2764609.870213
  nChanged 345
		SP:Iteration 16Q (44085.720000 sec): 3 clusters
  Score: Raw -2769638.217160 + Penalty 4806.078963 = -2764832.138197
  nChanged 313
		SP:Iteration 17Q (44086.030000 sec): 3 clusters
  Score: Raw -2769857.353173 + Penalty 4806.078963 = -2765051.274210
  nChanged 236
		SP:Iteration 18Q (44086.340000 sec): 3 clusters
  Score: Raw -2770029.698214 + Penalty 4806.078963 = -2765223.619251
  nChanged 180
		SP:Iteration 19Q (44086.690000 sec): 3 clusters
  Score: Raw -2770157.689581 + Penalty 4806.078963 = -2765351.610618
  nChanged 145
		SP:Iteration 20F (44087.000000 sec): 3 clusters
  Score: Raw -2770279.619813 + Penalty 4806.078963 = -2765473.540850
  nChanged 130
		SP:Iteration 21Q (44087.310000 sec): 3 clusters
  Score: Raw -2770385.478595 + Penalty 4806.078963 = -2765579.399632
  nChanged 106
		SP:Iteration 22Q (44087.620000 sec): 3 clusters
  Score: Raw -2770468.604020 + Penalty 4806.078963 = -2765662.525057
  nChanged 75
		SP:Iteration 23Q (44087.860000 sec): 3 clusters
  Score: Raw -2770531.353465 + Penalty 4806.078963 = -2765725.274502
  nChanged 69
		SP:Iteration 24Q (44088.140000 sec): 3 clusters
  Score: Raw -2770590.347108 + Penalty 4806.078963 = -2765784.268145
  nChanged 54
		SP:Iteration 25Q (44088.410000 sec): 3 clusters
  Score: Raw -2770635.787398 + Penalty 4806.078963 = -2765829.708435
  nChanged 43
		SP:Iteration 26Q (44088.640000 sec): 3 clusters
  Score: Raw -2770671.676238 + Penalty 4806.078963 = -2765865.597275
  nChanged 28
		SP:Iteration 27Q (44088.900000 sec): 3 clusters
  Score: Raw -2770695.453711 + Penalty 4806.078963 = -2765889.374748
  nChanged 24
		SP:Iteration 28Q (44089.170000 sec): 3 clusters
  Score: Raw -2770714.645096 + Penalty 4806.078963 = -2765908.566133
  nChanged 22
		SP:Iteration 29Q (44089.430000 sec): 3 clusters
  Score: Raw -2770736.566079 + Penalty 4806.078963 = -2765930.487116
  nChanged 20
		SP:Iteration 30Q (44089.690000 sec): 3 clusters
  Score: Raw -2770753.313512 + Penalty 4806.078963 = -2765947.234549
  nChanged 16
		SP:Iteration 31Q (44089.960000 sec): 3 clusters
  Score: Raw -2770769.338721 + Penalty 4806.078963 = -2765963.259758
  nChanged 14
		SP:Iteration 32Q (44090.220000 sec): 3 clusters
  Score: Raw -2770782.464005 + Penalty 4806.078963 = -2765976.385042
  nChanged 12
		SP:Iteration 33Q (44090.480000 sec): 3 clusters
  Score: Raw -2770789.992320 + Penalty 4806.078963 = -2765983.913357
  nChanged 7
		SP:Iteration 34Q (44090.740000 sec): 3 clusters
  Score: Raw -2770793.844245 + Penalty 4806.078963 = -2765987.765282
  nChanged 4
		SP:Iteration 35Q (44091.000000 sec): 3 clusters
  Score: Raw -2770797.059514 + Penalty 4806.078963 = -2765990.980551
  nChanged 4
		SP:Iteration 36Q (44091.270000 sec): 3 clusters
  Score: Raw -2770799.304648 + Penalty 4806.078963 = -2765993.225685
  nChanged 3
		SP:Iteration 37Q (44091.510000 sec): 3 clusters
  Score: Raw -2770803.557981 + Penalty 4806.078963 = -2765997.479018
  nChanged 10
		SP:Iteration 38Q (44091.770000 sec): 3 clusters
  Score: Raw -2770810.862802 + Penalty 4806.078963 = -2766004.783839
  nChanged 3
		SP:Iteration 39Q (44092.040000 sec): 3 clusters
  Score: Raw -2770813.910572 + Penalty 4806.078963 = -2766007.831609
  nChanged 4
		SP:Iteration 40F (44092.340000 sec): 3 clusters
  Score: Raw -2770816.758430 + Penalty 4806.078963 = -2766010.679467
  nChanged 2
		SP:Iteration 41Q (44092.610000 sec): 3 clusters
  Score: Raw -2770818.607432 + Penalty 4806.078963 = -2766012.528469
  nChanged 4
		SP:Iteration 42Q (44092.950000 sec): 3 clusters
  Score: Raw -2770822.529344 + Penalty 4806.078963 = -2766016.450381
  nChanged 4
		SP:Iteration 43Q (44093.200000 sec): 3 clusters
  Score: Raw -2770826.059428 + Penalty 4806.078963 = -2766019.980465
  nChanged 2
		SP:Iteration 44Q (44093.490000 sec): 3 clusters
  Score: Raw -2770830.224461 + Penalty 4806.078963 = -2766024.145498
  nChanged 2
		SP:Iteration 45Q (44093.750000 sec): 3 clusters
  Score: Raw -2770832.265654 + Penalty 4806.078963 = -2766026.186691
  nChanged 4
		SP:Iteration 46Q (44094.020000 sec): 3 clusters
  Score: Raw -2770836.575547 + Penalty 4806.078963 = -2766030.496584
  nChanged 2
		SP:Iteration 47Q (44094.280000 sec): 3 clusters
  Score: Raw -2770838.117825 + Penalty 4806.078963 = -2766032.038862
  nChanged 4
		SP:Iteration 48Q (44094.550000 sec): 3 clusters
  Score: Raw -2770842.229094 + Penalty 4806.078963 = -2766036.150131
  nChanged 6
		SP:Iteration 49Q (44094.800000 sec): 3 clusters
  Score: Raw -2770846.934322 + Penalty 4806.078963 = -2766040.855359
  nChanged 4
		SP:Iteration 50Q (44095.060000 sec): 3 clusters
  Score: Raw -2770851.767838 + Penalty 4806.078963 = -2766045.688875
  nChanged 4
		SP:Iteration 51Q (44095.350000 sec): 3 clusters
  Score: Raw -2770855.973896 + Penalty 4806.078963 = -2766049.894933
  nChanged 5
		SP:Iteration 52Q (44095.640000 sec): 3 clusters
  Score: Raw -2770860.266147 + Penalty 4806.078963 = -2766054.187184
  nChanged 4
		SP:Iteration 53Q (44095.870000 sec): 3 clusters
  Score: Raw -2770864.040923 + Penalty 4806.078963 = -2766057.961960
  nChanged 2
		SP:Iteration 54Q (44096.130000 sec): 3 clusters
  Score: Raw -2770866.177585 + Penalty 4806.078963 = -2766060.098622
  nChanged 3
		SP:Iteration 55Q (44096.400000 sec): 3 clusters
  Score: Raw -2770869.168268 + Penalty 4806.078963 = -2766063.089305
  nChanged 1
		SP:Iteration 56Q (44096.660000 sec): 3 clusters
  Score: Raw -2770870.805748 + Penalty 4806.078963 = -2766064.726785
  nChanged 0
		SP:Iteration 57F (44096.960000 sec): 3 clusters
  Score: Raw -2770870.805748 + Penalty 4806.078963 = -2766064.726785
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44097.050000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44097.230000 sec): 3 clusters
  Score: Raw -18916.985487 + Penalty 2686.385799 = -16230.599688
  nChanged 32
		SP:Iteration 1F (44097.400000 sec): 3 clusters
  Score: Raw -19133.901235 + Penalty 2686.385799 = -16447.515435
  nChanged 14
		SP:Iteration 2F (44097.580000 sec): 3 clusters
  Score: Raw -19239.057831 + Penalty 2686.385799 = -16552.672031
  nChanged 8
		SP:Iteration 3Q (44097.760000 sec): 3 clusters
  Score: Raw -19285.049306 + Penalty 2686.385799 = -16598.663506
  nChanged 3
		SP:Iteration 4Q (44097.940000 sec): 3 clusters
  Score: Raw -19299.209718 + Penalty 2686.385799 = -16612.823919
  nChanged 2
		SP:Iteration 5Q (44098.110000 sec): 3 clusters
  Score: Raw -19311.699471 + Penalty 2686.385799 = -16625.313672
  nChanged 1
		SP:Iteration 6Q (44098.290000 sec): 3 clusters
  Score: Raw -19316.607891 + Penalty 2686.385799 = -16630.222092
  nChanged 0
		SP:Iteration 7F (44098.460000 sec): 3 clusters
  Score: Raw -19316.607891 + Penalty 2686.385799 = -16630.222092
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44098.550000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44098.730000 sec): 3 clusters
  Score: Raw -25163.044117 + Penalty 2575.706598 = -22587.337519
  nChanged 13
		SP:Iteration 1F (44098.900000 sec): 3 clusters
  Score: Raw -25265.287822 + Penalty 2575.706598 = -22689.581224
  nChanged 2
		SP:Iteration 2Q (44099.080000 sec): 3 clusters
  Score: Raw -25281.605015 + Penalty 2575.706598 = -22705.898417
  nChanged 3
		SP:Iteration 3Q (44099.250000 sec): 3 clusters
  Score: Raw -25296.633395 + Penalty 2575.706598 = -22720.926797
  nChanged 3
		SP:Iteration 4Q (44099.430000 sec): 3 clusters
  Score: Raw -25335.305715 + Penalty 2575.706598 = -22759.599117
  nChanged 1
		SP:Iteration 5Q (44099.610000 sec): 3 clusters
  Score: Raw -25345.981437 + Penalty 2575.706598 = -22770.274839
  nChanged 1
		SP:Iteration 6Q (44099.780000 sec): 3 clusters
  Score: Raw -25377.310072 + Penalty 2575.706598 = -22801.603474
  nChanged 1
		SP:Iteration 7Q (44099.960000 sec): 3 clusters
  Score: Raw -25436.418789 + Penalty 2575.706598 = -22860.712191
  nChanged 0
		SP:Iteration 8F (44100.120000 sec): 3 clusters
  Score: Raw -25436.418789 + Penalty 2575.706598 = -22860.712191
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44100.190000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44100.370000 sec): 3 clusters
  Score: Raw -20218.531631 + Penalty 2544.429763 = -17674.101869
  nChanged 20
		SP:Iteration 1F (44100.540000 sec): 3 clusters
  Score: Raw -20373.706184 + Penalty 2544.429763 = -17829.276422
  nChanged 11
		SP:Iteration 2F (44100.720000 sec): 3 clusters
  Score: Raw -20473.315505 + Penalty 2544.429763 = -17928.885742
  nChanged 10
		SP:Iteration 3F (44100.890000 sec): 3 clusters
  Score: Raw -20621.518250 + Penalty 2544.429763 = -18077.088487
  nChanged 5
		SP:Iteration 4Q (44101.070000 sec): 3 clusters
  Score: Raw -20674.373648 + Penalty 2544.429763 = -18129.943885
  nChanged 1
		SP:Iteration 5Q (44101.250000 sec): 3 clusters
  Score: Raw -20694.504651 + Penalty 2544.429763 = -18150.074888
  nChanged 1
		SP:Iteration 6Q (44101.420000 sec): 3 clusters
  Score: Raw -20713.348743 + Penalty 2544.429763 = -18168.918980
  nChanged 2
		SP:Iteration 7Q (44101.600000 sec): 3 clusters
  Score: Raw -20758.988492 + Penalty 2544.429763 = -18214.558730
  nChanged 1
		SP:Iteration 8Q (44101.650000 sec): 3 clusters
  Score: Raw -20785.383503 + Penalty 2544.429763 = -18240.953740
  nChanged 0
		SP:Iteration 9F (44101.650000 sec): 3 clusters
  Score: Raw -20785.383503 + Penalty 2544.429763 = -18240.953740
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44101.680000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44101.700000 sec): 3 clusters
  Score: Raw -71986.117416 + Penalty 2992.410766 = -68993.706650
  nChanged 70
		SP:Iteration 1F (44101.730000 sec): 3 clusters
  Score: Raw -72126.124060 + Penalty 2992.410766 = -69133.713294
  nChanged 11
		SP:Iteration 2Q (44101.740000 sec): 3 clusters
  Score: Raw -72156.180922 + Penalty 2992.410766 = -69163.770156
  nChanged 4
		SP:Iteration 3Q (44101.750000 sec): 3 clusters
  Score: Raw -72175.230664 + Penalty 2992.410766 = -69182.819898
  nChanged 3
		SP:Iteration 4Q (44101.770000 sec): 3 clusters
  Score: Raw -72180.599320 + Penalty 2992.410766 = -69188.188554
  nChanged 0
		SP:Iteration 5F (44101.790000 sec): 3 clusters
  Score: Raw -72180.599320 + Penalty 2992.410766 = -69188.188554
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44102.020000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44102.330000 sec): 3 clusters
  Score: Raw -3694359.821942 + Penalty 4939.930361 = -3689419.891581
  nChanged 9317
		SP:Iteration 1F (44102.590000 sec): 3 clusters
  Score: Raw -3699326.904647 + Penalty 4939.930361 = -3694386.974286
  nChanged 1147
		SP:Iteration 2F (44102.970000 sec): 3 clusters
  Score: Raw -3699840.716491 + Penalty 4939.930361 = -3694900.786129
  nChanged 1082
		SP:Iteration 3F (44103.310000 sec): 3 clusters
  Score: Raw -3700402.765759 + Penalty 4939.930361 = -3695462.835398
  nChanged 1089
		SP:Iteration 4F (44103.650000 sec): 3 clusters
  Score: Raw -3700991.884477 + Penalty 4939.930361 = -3696051.954116
  nChanged 1090
		SP:Iteration 5F (44103.990000 sec): 3 clusters
  Score: Raw -3701567.755027 + Penalty 4939.930361 = -3696627.824666
  nChanged 1051
		SP:Iteration 6Q (44104.290000 sec): 3 clusters
  Score: Raw -3702121.648296 + Penalty 4939.930361 = -3697181.717935
  nChanged 988
		SP:Iteration 7Q (44104.620000 sec): 3 clusters
  Score: Raw -3702607.912176 + Penalty 4939.930361 = -3697667.981815
  nChanged 911
		SP:Iteration 8Q (44105.000000 sec): 3 clusters
  Score: Raw -3702997.840716 + Penalty 4939.930361 = -3698057.910355
  nChanged 779
		SP:Iteration 9Q (44105.370000 sec): 3 clusters
  Score: Raw -3703291.183041 + Penalty 4939.930361 = -3698351.252679
  nChanged 707
		SP:Iteration 10Q (44105.690000 sec): 3 clusters
  Score: Raw -3703541.161287 + Penalty 4939.930361 = -3698601.230926
  nChanged 623
		SP:Iteration 11Q (44105.980000 sec): 3 clusters
  Score: Raw -3703757.715088 + Penalty 4939.930361 = -3698817.784726
  nChanged 554
		SP:Iteration 12Q (44106.340000 sec): 3 clusters
  Score: Raw -3703933.334963 + Penalty 4939.930361 = -3698993.404602
  nChanged 452
		SP:Iteration 13Q (44106.640000 sec): 3 clusters
  Score: Raw -3704060.607872 + Penalty 4939.930361 = -3699120.677511
  nChanged 367
		SP:Iteration 14Q (44106.980000 sec): 3 clusters
  Score: Raw -3704147.283488 + Penalty 4939.930361 = -3699207.353127
  nChanged 317
		SP:Iteration 15Q (44107.370000 sec): 3 clusters
  Score: Raw -3704214.470601 + Penalty 4939.930361 = -3699274.540240
  nChanged 270
		SP:Iteration 16Q (44107.750000 sec): 3 clusters
  Score: Raw -3704279.484196 + Penalty 4939.930361 = -3699339.553835
  nChanged 278
		SP:Iteration 17Q (44108.130000 sec): 3 clusters
  Score: Raw -3704344.146036 + Penalty 4939.930361 = -3699404.215675
  nChanged 253
		SP:Iteration 18Q (44108.480000 sec): 3 clusters
  Score: Raw -3704401.189005 + Penalty 4939.930361 = -3699461.258644
  nChanged 254
		SP:Iteration 19Q (44108.820000 sec): 3 clusters
  Score: Raw -3704469.506362 + Penalty 4939.930361 = -3699529.576001
  nChanged 273
		SP:Iteration 20F (44109.230000 sec): 3 clusters
  Score: Raw -3704556.201630 + Penalty 4939.930361 = -3699616.271269
  nChanged 273
		SP:Iteration 21Q (44109.580000 sec): 3 clusters
  Score: Raw -3704643.837286 + Penalty 4939.930361 = -3699703.906925
  nChanged 262
		SP:Iteration 22Q (44109.880000 sec): 3 clusters
  Score: Raw -3704724.254540 + Penalty 4939.930361 = -3699784.324179
  nChanged 252
		SP:Iteration 23Q (44110.220000 sec): 3 clusters
  Score: Raw -3704801.128543 + Penalty 4939.930361 = -3699861.198182
  nChanged 248
		SP:Iteration 24Q (44110.600000 sec): 3 clusters
  Score: Raw -3704869.509571 + Penalty 4939.930361 = -3699929.579210
  nChanged 272
		SP:Iteration 25Q (44110.930000 sec): 3 clusters
  Score: Raw -3704932.698292 + Penalty 4939.930361 = -3699992.767930
  nChanged 243
		SP:Iteration 26Q (44111.270000 sec): 3 clusters
  Score: Raw -3704988.145007 + Penalty 4939.930361 = -3700048.214646
  nChanged 234
		SP:Iteration 27Q (44111.670000 sec): 3 clusters
  Score: Raw -3705035.689628 + Penalty 4939.930361 = -3700095.759267
  nChanged 226
		SP:Iteration 28Q (44112.000000 sec): 3 clusters
  Score: Raw -3705080.327237 + Penalty 4939.930361 = -3700140.396876
  nChanged 218
		SP:Iteration 29Q (44112.330000 sec): 3 clusters
  Score: Raw -3705121.729878 + Penalty 4939.930361 = -3700181.799517
  nChanged 208
		SP:Iteration 30Q (44112.670000 sec): 3 clusters
  Score: Raw -3705160.405415 + Penalty 4939.930361 = -3700220.475054
  nChanged 197
		SP:Iteration 31Q (44112.970000 sec): 3 clusters
  Score: Raw -3705199.449473 + Penalty 4939.930361 = -3700259.519112
  nChanged 176
		SP:Iteration 32Q (44113.230000 sec): 3 clusters
  Score: Raw -3705228.693412 + Penalty 4939.930361 = -3700288.763051
  nChanged 139
		SP:Iteration 33Q (44113.590000 sec): 3 clusters
  Score: Raw -3705249.797665 + Penalty 4939.930361 = -3700309.867304
  nChanged 146
		SP:Iteration 34Q (44113.930000 sec): 3 clusters
  Score: Raw -3705273.623321 + Penalty 4939.930361 = -3700333.692959
  nChanged 138
		SP:Iteration 35Q (44114.270000 sec): 3 clusters
  Score: Raw -3705297.676746 + Penalty 4939.930361 = -3700357.746384
  nChanged 140
		SP:Iteration 36Q (44114.610000 sec): 3 clusters
  Score: Raw -3705317.972986 + Penalty 4939.930361 = -3700378.042625
  nChanged 132
		SP:Iteration 37Q (44114.930000 sec): 3 clusters
  Score: Raw -3705337.931803 + Penalty 4939.930361 = -3700398.001442
  nChanged 121
		SP:Iteration 38Q (44115.260000 sec): 3 clusters
  Score: Raw -3705356.238544 + Penalty 4939.930361 = -3700416.308183
  nChanged 114
		SP:Iteration 39Q (44115.590000 sec): 3 clusters
  Score: Raw -3705373.417039 + Penalty 4939.930361 = -3700433.486678
  nChanged 114
		SP:Iteration 40F (44115.920000 sec): 3 clusters
  Score: Raw -3705390.376019 + Penalty 4939.930361 = -3700450.445658
  nChanged 96
		SP:Iteration 41Q (44116.250000 sec): 3 clusters
  Score: Raw -3705403.131252 + Penalty 4939.930361 = -3700463.200891
  nChanged 109
		SP:Iteration 42Q (44116.580000 sec): 3 clusters
  Score: Raw -3705418.816004 + Penalty 4939.930361 = -3700478.885643
  nChanged 109
		SP:Iteration 43Q (44116.910000 sec): 3 clusters
  Score: Raw -3705434.026419 + Penalty 4939.930361 = -3700494.096058
  nChanged 102
		SP:Iteration 44Q (44117.250000 sec): 3 clusters
  Score: Raw -3705449.251963 + Penalty 4939.930361 = -3700509.321601
  nChanged 111
		SP:Iteration 45Q (44117.580000 sec): 3 clusters
  Score: Raw -3705466.124755 + Penalty 4939.930361 = -3700526.194394
  nChanged 115
		SP:Iteration 46Q (44117.910000 sec): 3 clusters
  Score: Raw -3705484.401367 + Penalty 4939.930361 = -3700544.471006
  nChanged 118
		SP:Iteration 47Q (44118.250000 sec): 3 clusters
  Score: Raw -3705504.509949 + Penalty 4939.930361 = -3700564.579588
  nChanged 127
		SP:Iteration 48Q (44118.580000 sec): 3 clusters
  Score: Raw -3705525.872390 + Penalty 4939.930361 = -3700585.942029
  nChanged 129
		SP:Iteration 49Q (44118.910000 sec): 3 clusters
  Score: Raw -3705550.580129 + Penalty 4939.930361 = -3700610.649768
  nChanged 140
		SP:Iteration 50Q (44119.260000 sec): 3 clusters
  Score: Raw -3705575.895452 + Penalty 4939.930361 = -3700635.965091
  nChanged 138
		SP:Iteration 51Q (44119.590000 sec): 3 clusters
  Score: Raw -3705600.272133 + Penalty 4939.930361 = -3700660.341772
  nChanged 127
		SP:Iteration 52Q (44119.910000 sec): 3 clusters
  Score: Raw -3705626.544684 + Penalty 4939.930361 = -3700686.614322
  nChanged 148
		SP:Iteration 53Q (44120.250000 sec): 3 clusters
  Score: Raw -3705655.563442 + Penalty 4939.930361 = -3700715.633081
  nChanged 135
		SP:Iteration 54Q (44120.580000 sec): 3 clusters
  Score: Raw -3705682.896535 + Penalty 4939.930361 = -3700742.966174
  nChanged 127
		SP:Iteration 55Q (44120.910000 sec): 3 clusters
  Score: Raw -3705703.382436 + Penalty 4939.930361 = -3700763.452075
  nChanged 100
		SP:Iteration 56Q (44121.250000 sec): 3 clusters
  Score: Raw -3705718.931103 + Penalty 4939.930361 = -3700779.000742
  nChanged 96
		SP:Iteration 57Q (44121.580000 sec): 3 clusters
  Score: Raw -3705735.055362 + Penalty 4939.930361 = -3700795.125001
  nChanged 95
		SP:Iteration 58Q (44121.920000 sec): 3 clusters
  Score: Raw -3705750.811586 + Penalty 4939.930361 = -3700810.881225
  nChanged 96
		SP:Iteration 59Q (44122.250000 sec): 3 clusters
  Score: Raw -3705767.364236 + Penalty 4939.930361 = -3700827.433875
  nChanged 99
		SP:Iteration 60F (44122.580000 sec): 3 clusters
  Score: Raw -3705784.807735 + Penalty 4939.930361 = -3700844.877374
  nChanged 108
		SP:Iteration 61Q (44122.920000 sec): 3 clusters
  Score: Raw -3705803.554215 + Penalty 4939.930361 = -3700863.623854
  nChanged 104
		SP:Iteration 62Q (44123.250000 sec): 3 clusters
  Score: Raw -3705825.506713 + Penalty 4939.930361 = -3700885.576351
  nChanged 113
		SP:Iteration 63Q (44123.590000 sec): 3 clusters
  Score: Raw -3705848.419463 + Penalty 4939.930361 = -3700908.489102
  nChanged 120
		SP:Iteration 64Q (44123.920000 sec): 3 clusters
  Score: Raw -3705873.603259 + Penalty 4939.930361 = -3700933.672898
  nChanged 119
		SP:Iteration 65Q (44124.310000 sec): 3 clusters
  Score: Raw -3705900.153062 + Penalty 4939.930361 = -3700960.222701
  nChanged 131
		SP:Iteration 66Q (44124.640000 sec): 3 clusters
  Score: Raw -3705930.224816 + Penalty 4939.930361 = -3700990.294455
  nChanged 142
		SP:Iteration 67Q (44124.980000 sec): 3 clusters
  Score: Raw -3705966.635367 + Penalty 4939.930361 = -3701026.705006
  nChanged 142
		SP:Iteration 68Q (44125.310000 sec): 3 clusters
  Score: Raw -3706004.386932 + Penalty 4939.930361 = -3701064.456571
  nChanged 149
		SP:Iteration 69Q (44125.650000 sec): 3 clusters
  Score: Raw -3706041.754480 + Penalty 4939.930361 = -3701101.824119
  nChanged 147
		SP:Iteration 70Q (44125.940000 sec): 3 clusters
  Score: Raw -3706075.336173 + Penalty 4939.930361 = -3701135.405812
  nChanged 132
		SP:Iteration 71Q (44126.280000 sec): 3 clusters
  Score: Raw -3706105.178710 + Penalty 4939.930361 = -3701165.248348
  nChanged 131
		SP:Iteration 72Q (44126.620000 sec): 3 clusters
  Score: Raw -3706142.268926 + Penalty 4939.930361 = -3701202.338565
  nChanged 141
		SP:Iteration 73Q (44127.000000 sec): 3 clusters
  Score: Raw -3706182.199135 + Penalty 4939.930361 = -3701242.268774
  nChanged 153
		SP:Iteration 74Q (44127.330000 sec): 3 clusters
  Score: Raw -3706224.612687 + Penalty 4939.930361 = -3701284.682325
  nChanged 144
		SP:Iteration 75Q (44127.660000 sec): 3 clusters
  Score: Raw -3706267.765101 + Penalty 4939.930361 = -3701327.834740
  nChanged 137
		SP:Iteration 76Q (44128.000000 sec): 3 clusters
  Score: Raw -3706311.322235 + Penalty 4939.930361 = -3701371.391873
  nChanged 140
		SP:Iteration 77Q (44128.330000 sec): 3 clusters
  Score: Raw -3706354.504261 + Penalty 4939.930361 = -3701414.573900
  nChanged 143
		SP:Iteration 78Q (44128.660000 sec): 3 clusters
  Score: Raw -3706399.076709 + Penalty 4939.930361 = -3701459.146348
  nChanged 113
		SP:Iteration 79Q (44128.990000 sec): 3 clusters
  Score: Raw -3706435.154583 + Penalty 4939.930361 = -3701495.224222
  nChanged 128
		SP:Iteration 80F (44129.330000 sec): 3 clusters
  Score: Raw -3706480.041501 + Penalty 4939.930361 = -3701540.111139
  nChanged 125
		SP:Iteration 81Q (44129.620000 sec): 3 clusters
  Score: Raw -3706527.403224 + Penalty 4939.930361 = -3701587.472862
  nChanged 141
		SP:Iteration 82Q (44129.960000 sec): 3 clusters
  Score: Raw -3706579.239922 + Penalty 4939.930361 = -3701639.309561
  nChanged 131
		SP:Iteration 83Q (44130.290000 sec): 3 clusters
  Score: Raw -3706629.550697 + Penalty 4939.930361 = -3701689.620336
  nChanged 106
		SP:Iteration 84Q (44130.620000 sec): 3 clusters
  Score: Raw -3706665.510210 + Penalty 4939.930361 = -3701725.579849
  nChanged 104
		SP:Iteration 85Q (44130.960000 sec): 3 clusters
  Score: Raw -3706701.831549 + Penalty 4939.930361 = -3701761.901187
  nChanged 106
		SP:Iteration 86Q (44131.290000 sec): 3 clusters
  Score: Raw -3706741.940226 + Penalty 4939.930361 = -3701802.009865
  nChanged 100
		SP:Iteration 87Q (44131.620000 sec): 3 clusters
  Score: Raw -3706777.698247 + Penalty 4939.930361 = -3701837.767886
  nChanged 91
		SP:Iteration 88Q (44131.960000 sec): 3 clusters
  Score: Raw -3706811.249337 + Penalty 4939.930361 = -3701871.318976
  nChanged 89
		SP:Iteration 89Q (44132.290000 sec): 3 clusters
  Score: Raw -3706843.548882 + Penalty 4939.930361 = -3701903.618521
  nChanged 85
		SP:Iteration 90Q (44132.630000 sec): 3 clusters
  Score: Raw -3706878.110045 + Penalty 4939.930361 = -3701938.179684
  nChanged 86
		SP:Iteration 91Q (44132.960000 sec): 3 clusters
  Score: Raw -3706916.244591 + Penalty 4939.930361 = -3701976.314230
  nChanged 85
		SP:Iteration 92Q (44133.300000 sec): 3 clusters
  Score: Raw -3706950.666887 + Penalty 4939.930361 = -3702010.736526
  nChanged 79
		SP:Iteration 93Q (44133.680000 sec): 3 clusters
  Score: Raw -3706982.302548 + Penalty 4939.930361 = -3702042.372187
  nChanged 63
		SP:Iteration 94Q (44133.970000 sec): 3 clusters
  Score: Raw -3707006.920262 + Penalty 4939.930361 = -3702066.989901
  nChanged 48
		SP:Iteration 95Q (44134.260000 sec): 3 clusters
  Score: Raw -3707023.323529 + Penalty 4939.930361 = -3702083.393167
  nChanged 44
		SP:Iteration 96Q (44134.600000 sec): 3 clusters
  Score: Raw -3707039.775951 + Penalty 4939.930361 = -3702099.845589
  nChanged 43
		SP:Iteration 97Q (44134.930000 sec): 3 clusters
  Score: Raw -3707059.067418 + Penalty 4939.930361 = -3702119.137057
  nChanged 55
		SP:Iteration 98Q (44135.260000 sec): 3 clusters
  Score: Raw -3707084.154366 + Penalty 4939.930361 = -3702144.224005
  nChanged 49
		SP:Iteration 99Q (44135.590000 sec): 3 clusters
  Score: Raw -3707107.039984 + Penalty 4939.930361 = -3702167.109623
  nChanged 46
		SP:Iteration 100F (44135.930000 sec): 3 clusters
  Score: Raw -3707128.983102 + Penalty 4939.930361 = -3702189.052741
  nChanged 41
		SP:Iteration 101Q (44136.250000 sec): 3 clusters
  Score: Raw -3707149.405635 + Penalty 4939.930361 = -3702209.475274
  nChanged 44
		SP:Iteration 102Q (44136.590000 sec): 3 clusters
  Score: Raw -3707170.580244 + Penalty 4939.930361 = -3702230.649883
  nChanged 36
		SP:Iteration 103Q (44136.920000 sec): 3 clusters
  Score: Raw -3707188.353550 + Penalty 4939.930361 = -3702248.423189
  nChanged 29
		SP:Iteration 104Q (44137.260000 sec): 3 clusters
  Score: Raw -3707200.220201 + Penalty 4939.930361 = -3702260.289840
  nChanged 24
		SP:Iteration 105Q (44137.600000 sec): 3 clusters
  Score: Raw -3707211.268879 + Penalty 4939.930361 = -3702271.338518
  nChanged 23
		SP:Iteration 106Q (44137.940000 sec): 3 clusters
  Score: Raw -3707220.083307 + Penalty 4939.930361 = -3702280.152946
  nChanged 14
		SP:Iteration 107Q (44138.270000 sec): 3 clusters
  Score: Raw -3707225.175734 + Penalty 4939.930361 = -3702285.245373
  nChanged 12
		SP:Iteration 108Q (44138.610000 sec): 3 clusters
  Score: Raw -3707230.554008 + Penalty 4939.930361 = -3702290.623647
  nChanged 13
		SP:Iteration 109Q (44138.950000 sec): 3 clusters
  Score: Raw -3707235.523124 + Penalty 4939.930361 = -3702295.592763
  nChanged 8
		SP:Iteration 110Q (44139.280000 sec): 3 clusters
  Score: Raw -3707237.752420 + Penalty 4939.930361 = -3702297.822058
  nChanged 7
		SP:Iteration 111Q (44139.610000 sec): 3 clusters
  Score: Raw -3707240.124766 + Penalty 4939.930361 = -3702300.194404
  nChanged 10
		SP:Iteration 112Q (44139.950000 sec): 3 clusters
  Score: Raw -3707242.724465 + Penalty 4939.930361 = -3702302.794104
  nChanged 5
		SP:Iteration 113Q (44140.280000 sec): 3 clusters
  Score: Raw -3707243.857175 + Penalty 4939.930361 = -3702303.926814
  nChanged 5
		SP:Iteration 114Q (44140.620000 sec): 3 clusters
  Score: Raw -3707245.521629 + Penalty 4939.930361 = -3702305.591268
  nChanged 2
		SP:Iteration 115Q (44140.960000 sec): 3 clusters
  Score: Raw -3707245.740022 + Penalty 4939.930361 = -3702305.809661
  nChanged 1
		SP:Iteration 116Q (44141.300000 sec): 3 clusters
  Score: Raw -3707245.898334 + Penalty 4939.930361 = -3702305.967973
  nChanged 1
		SP:Iteration 117Q (44141.630000 sec): 3 clusters
  Score: Raw -3707246.118469 + Penalty 4939.930361 = -3702306.188108
  nChanged 2
		SP:Iteration 118Q (44141.970000 sec): 3 clusters
  Score: Raw -3707246.417887 + Penalty 4939.930361 = -3702306.487525
  nChanged 1
		SP:Iteration 119Q (44142.300000 sec): 3 clusters
  Score: Raw -3707246.577397 + Penalty 4939.930361 = -3702306.647036
  nChanged 1
		SP:Iteration 120F (44142.640000 sec): 3 clusters
  Score: Raw -3707246.808782 + Penalty 4939.930361 = -3702306.878421
  nChanged 1
		SP:Iteration 121Q (44142.970000 sec): 3 clusters
  Score: Raw -3707247.429320 + Penalty 4939.930361 = -3702307.498959
  nChanged 1
		SP:Iteration 122Q (44143.310000 sec): 3 clusters
  Score: Raw -3707247.747472 + Penalty 4939.930361 = -3702307.817111
  nChanged 0
		SP:Iteration 123F (44143.640000 sec): 3 clusters
  Score: Raw -3707247.747472 + Penalty 4939.930361 = -3702307.817111
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44143.730000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44143.910000 sec): 3 clusters
  Score: Raw -40706.840133 + Penalty 2773.129542 = -37933.710590
  nChanged 35
		SP:Iteration 1F (44144.080000 sec): 3 clusters
  Score: Raw -40848.051627 + Penalty 2773.129542 = -38074.922085
  nChanged 10
		SP:Iteration 2Q (44144.260000 sec): 3 clusters
  Score: Raw -40904.660598 + Penalty 2773.129542 = -38131.531056
  nChanged 8
		SP:Iteration 3Q (44144.440000 sec): 3 clusters
  Score: Raw -40966.259897 + Penalty 2773.129542 = -38193.130354
  nChanged 8
		SP:Iteration 4Q (44144.610000 sec): 3 clusters
  Score: Raw -41010.259943 + Penalty 2773.129542 = -38237.130401
  nChanged 6
		SP:Iteration 5Q (44144.790000 sec): 3 clusters
  Score: Raw -41051.223304 + Penalty 2773.129542 = -38278.093762
  nChanged 4
		SP:Iteration 6Q (44145.010000 sec): 3 clusters
  Score: Raw -41066.714378 + Penalty 2773.129542 = -38293.584836
  nChanged 2
		SP:Iteration 7Q (44145.180000 sec): 3 clusters
  Score: Raw -41071.690235 + Penalty 2773.129542 = -38298.560693
  nChanged 0
		SP:Iteration 8F (44145.360000 sec): 3 clusters
  Score: Raw -41071.690235 + Penalty 2773.129542 = -38298.560693
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44145.430000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44145.600000 sec): 3 clusters
  Score: Raw -110463.548261 + Penalty 3200.216281 = -107263.331979
  nChanged 121
		SP:Iteration 1F (44145.770000 sec): 3 clusters
  Score: Raw -110640.830229 + Penalty 3200.216281 = -107440.613948
  nChanged 35
		SP:Iteration 2F (44145.950000 sec): 3 clusters
  Score: Raw -110693.132250 + Penalty 3200.216281 = -107492.915969
  nChanged 17
		SP:Iteration 3Q (44146.120000 sec): 3 clusters
  Score: Raw -110734.213426 + Penalty 3200.216281 = -107533.997144
  nChanged 10
		SP:Iteration 4Q (44146.290000 sec): 3 clusters
  Score: Raw -110753.251687 + Penalty 3200.216281 = -107553.035405
  nChanged 8
		SP:Iteration 5Q (44146.470000 sec): 3 clusters
  Score: Raw -110779.429570 + Penalty 3200.216281 = -107579.213288
  nChanged 9
		SP:Iteration 6Q (44146.640000 sec): 3 clusters
  Score: Raw -110796.740213 + Penalty 3200.216281 = -107596.523931
  nChanged 6
		SP:Iteration 7Q (44146.770000 sec): 3 clusters
  Score: Raw -110804.916748 + Penalty 3200.216281 = -107604.700467
  nChanged 1
		SP:Iteration 8Q (44146.940000 sec): 3 clusters
  Score: Raw -110806.308360 + Penalty 3200.216281 = -107606.092079
  nChanged 1
		SP:Iteration 9Q (44147.120000 sec): 3 clusters
  Score: Raw -110811.206519 + Penalty 3200.216281 = -107610.990238
  nChanged 4
		SP:Iteration 10Q (44147.300000 sec): 3 clusters
  Score: Raw -110815.828926 + Penalty 3200.216281 = -107615.612645
  nChanged 2
		SP:Iteration 11Q (44147.470000 sec): 3 clusters
  Score: Raw -110819.747424 + Penalty 3200.216281 = -107619.531142
  nChanged 0
		SP:Iteration 12F (44147.650000 sec): 3 clusters
  Score: Raw -110819.747424 + Penalty 3200.216281 = -107619.531142
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 41 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44147.740000 sec): 2 clusters
  Score: Raw -68752.902964 + Penalty 1571.532781 = -67181.370182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44147.910000 sec): 3 clusters
  Score: Raw -68829.725938 + Penalty 3143.065563 = -65686.660376
  nChanged 126
		SP:Iteration 1F (44147.990000 sec): 3 clusters
  Score: Raw -69281.246883 + Penalty 3143.065563 = -66138.181320
  nChanged 61
		SP:Iteration 2F (44148.000000 sec): 3 clusters
  Score: Raw -69508.891878 + Penalty 3143.065563 = -66365.826316
  nChanged 22
		SP:Iteration 3Q (44148.030000 sec): 3 clusters
  Score: Raw -69630.576142 + Penalty 3143.065563 = -66487.510580
  nChanged 18
		SP:Iteration 4Q (44148.050000 sec): 3 clusters
  Score: Raw -69737.508631 + Penalty 3143.065563 = -66594.443069
  nChanged 14
		SP:Iteration 5Q (44148.070000 sec): 3 clusters
  Score: Raw -69821.629065 + Penalty 3143.065563 = -66678.563502
  nChanged 10
		SP:Iteration 6Q (44148.090000 sec): 3 clusters
  Score: Raw -69872.919675 + Penalty 3143.065563 = -66729.854112
  nChanged 9
		SP:Iteration 7Q (44148.120000 sec): 3 clusters
  Score: Raw -69914.976598 + Penalty 3143.065563 = -66771.911035
  nChanged 9
		SP:Iteration 8Q (44148.140000 sec): 3 clusters
  Score: Raw -69952.301521 + Penalty 3143.065563 = -66809.235958
  nChanged 8
		SP:Iteration 9Q (44148.160000 sec): 3 clusters
  Score: Raw -69996.239385 + Penalty 3143.065563 = -66853.173822
  nChanged 6
		SP:Iteration 10Q (44148.190000 sec): 3 clusters
  Score: Raw -70034.727948 + Penalty 3143.065563 = -66891.662385
  nChanged 7
		SP:Iteration 11Q (44148.210000 sec): 3 clusters
  Score: Raw -70065.207088 + Penalty 3143.065563 = -66922.141526
  nChanged 3
		SP:Iteration 12Q (44148.230000 sec): 3 clusters
  Score: Raw -70073.315795 + Penalty 3143.065563 = -66930.250232
  nChanged 3
		SP:Iteration 13Q (44148.250000 sec): 3 clusters
  Score: Raw -70081.685961 + Penalty 3143.065563 = -66938.620399
  nChanged 2
		SP:Iteration 14Q (44148.280000 sec): 3 clusters
  Score: Raw -70086.386363 + Penalty 3143.065563 = -66943.320800
  nChanged 1
		SP:Iteration 15Q (44148.300000 sec): 3 clusters
  Score: Raw -70089.545668 + Penalty 3143.065563 = -66946.480106
  nChanged 3
		SP:Iteration 16Q (44148.330000 sec): 3 clusters
  Score: Raw -70101.806902 + Penalty 3143.065563 = -66958.741340
  nChanged 3
		SP:Iteration 17Q (44148.350000 sec): 3 clusters
  Score: Raw -70113.981347 + Penalty 3143.065563 = -66970.915784
  nChanged 2
		SP:Iteration 18Q (44148.370000 sec): 3 clusters
  Score: Raw -70124.067867 + Penalty 3143.065563 = -66981.002304
  nChanged 2
		SP:Iteration 19Q (44148.390000 sec): 3 clusters
  Score: Raw -70143.780990 + Penalty 3143.065563 = -67000.715428
  nChanged 5
		SP:Iteration 20F (44148.420000 sec): 3 clusters
  Score: Raw -70173.375976 + Penalty 3143.065563 = -67030.310413
  nChanged 6
		SP:Iteration 21Q (44148.440000 sec): 3 clusters
  Score: Raw -70192.390372 + Penalty 3143.065563 = -67049.324809
  nChanged 2
		SP:Iteration 22Q (44148.460000 sec): 3 clusters
  Score: Raw -70198.219244 + Penalty 3143.065563 = -67055.153681
  nChanged 4
		SP:Iteration 23Q (44148.490000 sec): 3 clusters
  Score: Raw -70226.632038 + Penalty 3143.065563 = -67083.566475
  nChanged 5
		SP:Iteration 24Q (44148.510000 sec): 3 clusters
  Score: Raw -70260.742764 + Penalty 3143.065563 = -67117.677201
  nChanged 4
		SP:Iteration 25Q (44148.530000 sec): 3 clusters
  Score: Raw -70280.812358 + Penalty 3143.065563 = -67137.746795
  nChanged 5
		SP:Iteration 26Q (44148.560000 sec): 3 clusters
  Score: Raw -70323.067960 + Penalty 3143.065563 = -67180.002398
  nChanged 4
		SP:Iteration 27Q (44148.580000 sec): 3 clusters
  Score: Raw -70360.775228 + Penalty 3143.065563 = -67217.709665
  nChanged 3
		SP:Iteration 28Q (44148.600000 sec): 3 clusters
  Score: Raw -70374.323971 + Penalty 3143.065563 = -67231.258409
  nChanged 7
		SP:Iteration 29Q (44148.630000 sec): 3 clusters
  Score: Raw -70420.675437 + Penalty 3143.065563 = -67277.609874
  nChanged 8
		SP:Iteration 30Q (44148.650000 sec): 3 clusters
  Score: Raw -70474.056091 + Penalty 3143.065563 = -67330.990528
  nChanged 6
		SP:Iteration 31Q (44148.670000 sec): 3 clusters
  Score: Raw -70512.511779 + Penalty 3143.065563 = -67369.446217
  nChanged 5
		SP:Iteration 32Q (44148.690000 sec): 3 clusters
  Score: Raw -70548.351941 + Penalty 3143.065563 = -67405.286378
  nChanged 4
		SP:Iteration 33Q (44148.720000 sec): 3 clusters
  Score: Raw -70567.311013 + Penalty 3143.065563 = -67424.245450
  nChanged 2
		SP:Iteration 34Q (44148.740000 sec): 3 clusters
  Score: Raw -70577.329417 + Penalty 3143.065563 = -67434.263855
  nChanged 0
		SP:Iteration 35F (44148.770000 sec): 3 clusters
  Score: Raw -70577.329417 + Penalty 3143.065563 = -67434.263855
  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 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44148.800000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44148.810000 sec): 3 clusters
  Score: Raw -30109.210040 + Penalty 2642.626580 = -27466.583460
  nChanged 19
		SP:Iteration 1F (44148.810000 sec): 3 clusters
  Score: Raw -30206.370795 + Penalty 2642.626580 = -27563.744215
  nChanged 7
		SP:Iteration 2Q (44148.820000 sec): 3 clusters
  Score: Raw -30238.087235 + Penalty 2642.626580 = -27595.460655
  nChanged 0
		SP:Iteration 3F (44148.830000 sec): 3 clusters
  Score: Raw -30238.087235 + Penalty 2642.626580 = -27595.460655
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44148.860000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44148.880000 sec): 3 clusters
  Score: Raw -108767.911748 + Penalty 3222.400395 = -105545.511353
  nChanged 149
		SP:Iteration 1F (44148.910000 sec): 3 clusters
  Score: Raw -109021.455176 + Penalty 3222.400395 = -105799.054781
  nChanged 53
		SP:Iteration 2F (44148.930000 sec): 3 clusters
  Score: Raw -109124.351826 + Penalty 3222.400395 = -105901.951430
  nChanged 19
		SP:Iteration 3Q (44148.950000 sec): 3 clusters
  Score: Raw -109164.493879 + Penalty 3222.400395 = -105942.093484
  nChanged 13
		SP:Iteration 4Q (44148.980000 sec): 3 clusters
  Score: Raw -109187.353885 + Penalty 3222.400395 = -105964.953490
  nChanged 6
		SP:Iteration 5Q (44149.000000 sec): 3 clusters
  Score: Raw -109201.748217 + Penalty 3222.400395 = -105979.347822
  nChanged 8
		SP:Iteration 6Q (44149.020000 sec): 3 clusters
  Score: Raw -109220.318560 + Penalty 3222.400395 = -105997.918165
  nChanged 6
		SP:Iteration 7Q (44149.050000 sec): 3 clusters
  Score: Raw -109238.153615 + Penalty 3222.400395 = -106015.753219
  nChanged 6
		SP:Iteration 8Q (44149.070000 sec): 3 clusters
  Score: Raw -109250.929783 + Penalty 3222.400395 = -106028.529388
  nChanged 6
		SP:Iteration 9Q (44149.090000 sec): 3 clusters
  Score: Raw -109259.778280 + Penalty 3222.400395 = -106037.377885
  nChanged 2
		SP:Iteration 10Q (44149.120000 sec): 3 clusters
  Score: Raw -109266.075274 + Penalty 3222.400395 = -106043.674879
  nChanged 2
		SP:Iteration 11Q (44149.140000 sec): 3 clusters
  Score: Raw -109268.436424 + Penalty 3222.400395 = -106046.036029
  nChanged 2
		SP:Iteration 12Q (44149.170000 sec): 3 clusters
  Score: Raw -109271.283658 + Penalty 3222.400395 = -106048.883263
  nChanged 0
		SP:Iteration 13F (44149.190000 sec): 3 clusters
  Score: Raw -109271.283658 + Penalty 3222.400395 = -106048.883263
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44149.230000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44149.260000 sec): 3 clusters
  Score: Raw -162622.185101 + Penalty 3409.602454 = -159212.582648
  nChanged 261
		SP:Iteration 1F (44149.300000 sec): 3 clusters
  Score: Raw -162948.736347 + Penalty 3409.602454 = -159539.133894
  nChanged 68
		SP:Iteration 2F (44149.320000 sec): 3 clusters
  Score: Raw -163046.757782 + Penalty 3409.602454 = -159637.155328
  nChanged 27
		SP:Iteration 3Q (44149.360000 sec): 3 clusters
  Score: Raw -163087.622424 + Penalty 3409.602454 = -159678.019971
  nChanged 25
		SP:Iteration 4Q (44149.390000 sec): 3 clusters
  Score: Raw -163123.176651 + Penalty 3409.602454 = -159713.574197
  nChanged 15
		SP:Iteration 5Q (44149.420000 sec): 3 clusters
  Score: Raw -163147.005691 + Penalty 3409.602454 = -159737.403237
  nChanged 13
		SP:Iteration 6Q (44149.450000 sec): 3 clusters
  Score: Raw -163161.913086 + Penalty 3409.602454 = -159752.310633
  nChanged 10
		SP:Iteration 7Q (44149.480000 sec): 3 clusters
  Score: Raw -163172.870195 + Penalty 3409.602454 = -159763.267741
  nChanged 6
		SP:Iteration 8Q (44149.510000 sec): 3 clusters
  Score: Raw -163181.105813 + Penalty 3409.602454 = -159771.503359
  nChanged 7
		SP:Iteration 9Q (44149.540000 sec): 3 clusters
  Score: Raw -163189.100527 + Penalty 3409.602454 = -159779.498073
  nChanged 10
		SP:Iteration 10Q (44149.580000 sec): 3 clusters
  Score: Raw -163199.311460 + Penalty 3409.602454 = -159789.709006
  nChanged 4
		SP:Iteration 11Q (44149.600000 sec): 3 clusters
  Score: Raw -163204.211677 + Penalty 3409.602454 = -159794.609223
  nChanged 3
		SP:Iteration 12Q (44149.640000 sec): 3 clusters
  Score: Raw -163207.385374 + Penalty 3409.602454 = -159797.782921
  nChanged 6
		SP:Iteration 13Q (44149.670000 sec): 3 clusters
  Score: Raw -163220.214671 + Penalty 3409.602454 = -159810.612217
  nChanged 8
		SP:Iteration 14Q (44149.700000 sec): 3 clusters
  Score: Raw -163230.205975 + Penalty 3409.602454 = -159820.603521
  nChanged 5
		SP:Iteration 15Q (44149.730000 sec): 3 clusters
  Score: Raw -163235.136337 + Penalty 3409.602454 = -159825.533883
  nChanged 7
		SP:Iteration 16Q (44149.760000 sec): 3 clusters
  Score: Raw -163246.820098 + Penalty 3409.602454 = -159837.217644
  nChanged 6
		SP:Iteration 17Q (44149.790000 sec): 3 clusters
  Score: Raw -163252.347768 + Penalty 3409.602454 = -159842.745314
  nChanged 3
		SP:Iteration 18Q (44149.820000 sec): 3 clusters
  Score: Raw -163254.046688 + Penalty 3409.602454 = -159844.444234
  nChanged 1
		SP:Iteration 19Q (44149.860000 sec): 3 clusters
  Score: Raw -163254.954639 + Penalty 3409.602454 = -159845.352185
  nChanged 3
		SP:Iteration 20F (44149.890000 sec): 3 clusters
  Score: Raw -163256.863734 + Penalty 3409.602454 = -159847.261280
  nChanged 2
		SP:Iteration 21Q (44149.920000 sec): 3 clusters
  Score: Raw -163258.490135 + Penalty 3409.602454 = -159848.887681
  nChanged 0
		SP:Iteration 22F (44149.950000 sec): 3 clusters
  Score: Raw -163258.490135 + Penalty 3409.602454 = -159848.887681
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44149.980000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44150.000000 sec): 3 clusters
  Score: Raw -76351.585321 + Penalty 3063.230166 = -73288.355155
  nChanged 86
		SP:Iteration 1F (44150.020000 sec): 3 clusters
  Score: Raw -76551.850286 + Penalty 3063.230166 = -73488.620120
  nChanged 17
		SP:Iteration 2Q (44150.050000 sec): 3 clusters
  Score: Raw -76609.030817 + Penalty 3063.230166 = -73545.800651
  nChanged 10
		SP:Iteration 3Q (44150.070000 sec): 3 clusters
  Score: Raw -76645.155289 + Penalty 3063.230166 = -73581.925123
  nChanged 8
		SP:Iteration 4Q (44150.090000 sec): 3 clusters
  Score: Raw -76670.337584 + Penalty 3063.230166 = -73607.107418
  nChanged 6
		SP:Iteration 5Q (44150.120000 sec): 3 clusters
  Score: Raw -76689.585282 + Penalty 3063.230166 = -73626.355116
  nChanged 6
		SP:Iteration 6Q (44150.140000 sec): 3 clusters
  Score: Raw -76703.392389 + Penalty 3063.230166 = -73640.162223
  nChanged 4
		SP:Iteration 7Q (44150.160000 sec): 3 clusters
  Score: Raw -76712.344514 + Penalty 3063.230166 = -73649.114348
  nChanged 3
		SP:Iteration 8Q (44150.180000 sec): 3 clusters
  Score: Raw -76726.936673 + Penalty 3063.230166 = -73663.706508
  nChanged 5
		SP:Iteration 9Q (44150.210000 sec): 3 clusters
  Score: Raw -76750.794250 + Penalty 3063.230166 = -73687.564084
  nChanged 6
		SP:Iteration 10Q (44150.230000 sec): 3 clusters
  Score: Raw -76772.925372 + Penalty 3063.230166 = -73709.695206
  nChanged 4
		SP:Iteration 11Q (44150.260000 sec): 3 clusters
  Score: Raw -76785.547216 + Penalty 3063.230166 = -73722.317050
  nChanged 3
		SP:Iteration 12Q (44150.280000 sec): 3 clusters
  Score: Raw -76800.186932 + Penalty 3063.230166 = -73736.956766
  nChanged 3
		SP:Iteration 13Q (44150.300000 sec): 3 clusters
  Score: Raw -76810.222231 + Penalty 3063.230166 = -73746.992065
  nChanged 5
		SP:Iteration 14Q (44150.320000 sec): 3 clusters
  Score: Raw -76829.003554 + Penalty 3063.230166 = -73765.773388
  nChanged 4
		SP:Iteration 15Q (44150.340000 sec): 3 clusters
  Score: Raw -76843.122973 + Penalty 3063.230166 = -73779.892807
  nChanged 3
		SP:Iteration 16Q (44150.370000 sec): 3 clusters
  Score: Raw -76859.542255 + Penalty 3063.230166 = -73796.312089
  nChanged 4
		SP:Iteration 17Q (44150.390000 sec): 3 clusters
  Score: Raw -76873.220069 + Penalty 3063.230166 = -73809.989904
  nChanged 4
		SP:Iteration 18Q (44150.420000 sec): 3 clusters
  Score: Raw -76882.948732 + Penalty 3063.230166 = -73819.718566
  nChanged 2
		SP:Iteration 19Q (44150.440000 sec): 3 clusters
  Score: Raw -76902.183873 + Penalty 3063.230166 = -73838.953707
  nChanged 4
		SP:Iteration 20F (44150.460000 sec): 3 clusters
  Score: Raw -76918.706958 + Penalty 3063.230166 = -73855.476792
  nChanged 2
		SP:Iteration 21Q (44150.480000 sec): 3 clusters
  Score: Raw -76923.513518 + Penalty 3063.230166 = -73860.283352
  nChanged 1
		SP:Iteration 22Q (44150.500000 sec): 3 clusters
  Score: Raw -76924.568012 + Penalty 3063.230166 = -73861.337846
  nChanged 0
		SP:Iteration 23F (44150.530000 sec): 3 clusters
  Score: Raw -76924.568012 + Penalty 3063.230166 = -73861.337846
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44150.550000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44150.560000 sec): 3 clusters
  Score: Raw -38340.744696 + Penalty 2736.656637 = -35604.088059
  nChanged 22
		SP:Iteration 1F (44150.570000 sec): 3 clusters
  Score: Raw -38425.706707 + Penalty 2736.656637 = -35689.050070
  nChanged 3
		SP:Iteration 2Q (44150.580000 sec): 3 clusters
  Score: Raw -38434.648503 + Penalty 2736.656637 = -35697.991866
  nChanged 0
		SP:Iteration 3F (44150.580000 sec): 3 clusters
  Score: Raw -38434.648503 + Penalty 2736.656637 = -35697.991866
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44150.600000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44150.620000 sec): 3 clusters
  Score: Raw -39871.584603 + Penalty 2769.414169 = -37102.170434
  nChanged 25
		SP:Iteration 1F (44150.620000 sec): 3 clusters
  Score: Raw -39957.465253 + Penalty 2769.414169 = -37188.051084
  nChanged 6
		SP:Iteration 2Q (44150.630000 sec): 3 clusters
  Score: Raw -39974.431577 + Penalty 2769.414169 = -37205.017408
  nChanged 1
		SP:Iteration 3Q (44150.640000 sec): 3 clusters
  Score: Raw -39976.218084 + Penalty 2769.414169 = -37206.803915
  nChanged 1
		SP:Iteration 4Q (44150.640000 sec): 3 clusters
  Score: Raw -39978.610117 + Penalty 2769.414169 = -37209.195948
  nChanged 1
		SP:Iteration 5Q (44150.650000 sec): 3 clusters
  Score: Raw -39987.965106 + Penalty 2769.414169 = -37218.550937
  nChanged 2
		SP:Iteration 6Q (44150.660000 sec): 3 clusters
  Score: Raw -39997.104100 + Penalty 2769.414169 = -37227.689931
  nChanged 1
		SP:Iteration 7Q (44150.670000 sec): 3 clusters
  Score: Raw -40001.348772 + Penalty 2769.414169 = -37231.934603
  nChanged 1
		SP:Iteration 8Q (44150.680000 sec): 3 clusters
  Score: Raw -40004.682060 + Penalty 2769.414169 = -37235.267891
  nChanged 0
		SP:Iteration 9F (44150.680000 sec): 3 clusters
  Score: Raw -40004.682060 + Penalty 2769.414169 = -37235.267891
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44150.770000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44150.950000 sec): 3 clusters
  Score: Raw -404247.303914 + Penalty 3868.880883 = -400378.423031
  nChanged 850
		SP:Iteration 1F (44151.120000 sec): 3 clusters
  Score: Raw -404878.497754 + Penalty 3868.880883 = -401009.616871
  nChanged 205
		SP:Iteration 2F (44151.300000 sec): 3 clusters
  Score: Raw -405070.841953 + Penalty 3868.880883 = -401201.961070
  nChanged 135
		SP:Iteration 3F (44151.480000 sec): 3 clusters
  Score: Raw -405232.823104 + Penalty 3868.880883 = -401363.942221
  nChanged 137
		SP:Iteration 4F (44151.650000 sec): 3 clusters
  Score: Raw -405385.604388 + Penalty 3868.880883 = -401516.723505
  nChanged 124
		SP:Iteration 5F (44151.830000 sec): 3 clusters
  Score: Raw -405510.905055 + Penalty 3868.880883 = -401642.024173
  nChanged 78
		SP:Iteration 6Q (44152.000000 sec): 3 clusters
  Score: Raw -405605.901536 + Penalty 3868.880883 = -401737.020653
  nChanged 68
		SP:Iteration 7Q (44152.180000 sec): 3 clusters
  Score: Raw -405681.729259 + Penalty 3868.880883 = -401812.848376
  nChanged 58
		SP:Iteration 8Q (44152.360000 sec): 3 clusters
  Score: Raw -405749.241981 + Penalty 3868.880883 = -401880.361098
  nChanged 47
		SP:Iteration 9Q (44152.530000 sec): 3 clusters
  Score: Raw -405813.239498 + Penalty 3868.880883 = -401944.358615
  nChanged 41
		SP:Iteration 10Q (44152.710000 sec): 3 clusters
  Score: Raw -405856.762758 + Penalty 3868.880883 = -401987.881876
  nChanged 33
		SP:Iteration 11Q (44152.880000 sec): 3 clusters
  Score: Raw -405900.108326 + Penalty 3868.880883 = -402031.227443
  nChanged 37
		SP:Iteration 12Q (44153.060000 sec): 3 clusters
  Score: Raw -405951.465546 + Penalty 3868.880883 = -402082.584663
  nChanged 42
		SP:Iteration 13Q (44153.240000 sec): 3 clusters
  Score: Raw -406002.323489 + Penalty 3868.880883 = -402133.442606
  nChanged 36
		SP:Iteration 14Q (44153.410000 sec): 3 clusters
  Score: Raw -406033.012385 + Penalty 3868.880883 = -402164.131502
  nChanged 30
		SP:Iteration 15Q (44153.580000 sec): 3 clusters
  Score: Raw -406061.536282 + Penalty 3868.880883 = -402192.655399
  nChanged 23
		SP:Iteration 16Q (44153.760000 sec): 3 clusters
  Score: Raw -406088.864961 + Penalty 3868.880883 = -402219.984078
  nChanged 25
		SP:Iteration 17Q (44153.940000 sec): 3 clusters
  Score: Raw -406116.196830 + Penalty 3868.880883 = -402247.315947
  nChanged 27
		SP:Iteration 18Q (44154.110000 sec): 3 clusters
  Score: Raw -406140.295532 + Penalty 3868.880883 = -402271.414649
  nChanged 23
		SP:Iteration 19Q (44154.290000 sec): 3 clusters
  Score: Raw -406160.530372 + Penalty 3868.880883 = -402291.649489
  nChanged 23
		SP:Iteration 20F (44154.460000 sec): 3 clusters
  Score: Raw -406209.368153 + Penalty 3868.880883 = -402340.487270
  nChanged 42
		SP:Iteration 21Q (44154.640000 sec): 3 clusters
  Score: Raw -406281.200217 + Penalty 3868.880883 = -402412.319334
  nChanged 57
		SP:Iteration 22Q (44154.820000 sec): 3 clusters
  Score: Raw -406393.011307 + Penalty 3868.880883 = -402524.130424
  nChanged 62
		SP:Iteration 23Q (44154.990000 sec): 3 clusters
  Score: Raw -406487.433837 + Penalty 3868.880883 = -402618.552954
  nChanged 49
		SP:Iteration 24Q (44155.170000 sec): 3 clusters
  Score: Raw -406538.897004 + Penalty 3868.880883 = -402670.016121
  nChanged 28
		SP:Iteration 25Q (44155.340000 sec): 3 clusters
  Score: Raw -406574.606665 + Penalty 3868.880883 = -402705.725782
  nChanged 29
		SP:Iteration 26Q (44155.520000 sec): 3 clusters
  Score: Raw -406609.099620 + Penalty 3868.880883 = -402740.218737
  nChanged 26
		SP:Iteration 27Q (44155.700000 sec): 3 clusters
  Score: Raw -406639.474920 + Penalty 3868.880883 = -402770.594037
  nChanged 16
		SP:Iteration 28Q (44155.870000 sec): 3 clusters
  Score: Raw -406651.421795 + Penalty 3868.880883 = -402782.540912
  nChanged 6
		SP:Iteration 29Q (44156.050000 sec): 3 clusters
  Score: Raw -406654.284858 + Penalty 3868.880883 = -402785.403976
  nChanged 1
		SP:Iteration 30Q (44156.220000 sec): 3 clusters
  Score: Raw -406654.534041 + Penalty 3868.880883 = -402785.653158
  nChanged 0
		SP:Iteration 31F (44156.400000 sec): 3 clusters
  Score: Raw -406654.534041 + Penalty 3868.880883 = -402785.653158
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44156.490000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44156.660000 sec): 3 clusters
  Score: Raw -77859.883816 + Penalty 3054.911313 = -74804.972503
  nChanged 89
		SP:Iteration 1F (44156.840000 sec): 3 clusters
  Score: Raw -78019.017572 + Penalty 3054.911313 = -74964.106259
  nChanged 13
		SP:Iteration 2Q (44157.010000 sec): 3 clusters
  Score: Raw -78046.317847 + Penalty 3054.911313 = -74991.406534
  nChanged 3
		SP:Iteration 3Q (44157.190000 sec): 3 clusters
  Score: Raw -78052.127759 + Penalty 3054.911313 = -74997.216446
  nChanged 1
		SP:Iteration 4Q (44157.360000 sec): 3 clusters
  Score: Raw -78053.903340 + Penalty 3054.911313 = -74998.992027
  nChanged 1
		SP:Iteration 5Q (44157.540000 sec): 3 clusters
  Score: Raw -78056.507671 + Penalty 3054.911313 = -75001.596358
  nChanged 1
		SP:Iteration 6Q (44157.720000 sec): 3 clusters
  Score: Raw -78060.567147 + Penalty 3054.911313 = -75005.655835
  nChanged 2
		SP:Iteration 7Q (44157.890000 sec): 3 clusters
  Score: Raw -78066.088157 + Penalty 3054.911313 = -75011.176845
  nChanged 2
		SP:Iteration 8Q (44158.070000 sec): 3 clusters
  Score: Raw -78071.179399 + Penalty 3054.911313 = -75016.268086
  nChanged 3
		SP:Iteration 9Q (44158.240000 sec): 3 clusters
  Score: Raw -78077.397847 + Penalty 3054.911313 = -75022.486534
  nChanged 2
		SP:Iteration 10Q (44158.420000 sec): 3 clusters
  Score: Raw -78084.453128 + Penalty 3054.911313 = -75029.541815
  nChanged 0
		SP:Iteration 11F (44158.590000 sec): 3 clusters
  Score: Raw -78084.453128 + Penalty 3054.911313 = -75029.541815
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44158.680000 sec): 2 clusters
  Score: Raw -650895.497860 + Penalty 2036.313054 = -648859.184806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44158.830000 sec): 3 clusters
  Score: Raw -649249.915339 + Penalty 4072.626108 = -645177.289231
  nChanged 1332
		SP:Iteration 1F (44158.990000 sec): 3 clusters
  Score: Raw -650187.888803 + Penalty 4072.626108 = -646115.262696
  nChanged 317
		SP:Iteration 2F (44159.150000 sec): 3 clusters
  Score: Raw -650443.624565 + Penalty 4072.626108 = -646370.998457
  nChanged 209
		SP:Iteration 3F (44159.310000 sec): 3 clusters
  Score: Raw -650608.688363 + Penalty 4072.626108 = -646536.062255
  nChanged 172
		SP:Iteration 4Q (44159.470000 sec): 3 clusters
  Score: Raw -650748.230478 + Penalty 4072.626108 = -646675.604370
  nChanged 155
		SP:Iteration 5Q (44159.630000 sec): 3 clusters
  Score: Raw -650879.490345 + Penalty 4072.626108 = -646806.864237
  nChanged 149
		SP:Iteration 6Q (44159.790000 sec): 3 clusters
  Score: Raw -650993.800866 + Penalty 4072.626108 = -646921.174758
  nChanged 129
		SP:Iteration 7Q (44159.950000 sec): 3 clusters
  Score: Raw -651104.478037 + Penalty 4072.626108 = -647031.851929
  nChanged 110
		SP:Iteration 8Q (44160.110000 sec): 3 clusters
  Score: Raw -651196.348753 + Penalty 4072.626108 = -647123.722645
  nChanged 77
		SP:Iteration 9Q (44160.270000 sec): 3 clusters
  Score: Raw -651251.612131 + Penalty 4072.626108 = -647178.986023
  nChanged 65
		SP:Iteration 10Q (44160.430000 sec): 3 clusters
  Score: Raw -651304.465174 + Penalty 4072.626108 = -647231.839066
  nChanged 54
		SP:Iteration 11Q (44160.590000 sec): 3 clusters
  Score: Raw -651344.173204 + Penalty 4072.626108 = -647271.547096
  nChanged 39
		SP:Iteration 12Q (44160.750000 sec): 3 clusters
  Score: Raw -651370.718129 + Penalty 4072.626108 = -647298.092022
  nChanged 29
		SP:Iteration 13Q (44160.910000 sec): 3 clusters
  Score: Raw -651387.176040 + Penalty 4072.626108 = -647314.549932
  nChanged 19
		SP:Iteration 14Q (44161.060000 sec): 3 clusters
  Score: Raw -651396.664396 + Penalty 4072.626108 = -647324.038288
  nChanged 20
		SP:Iteration 15Q (44161.220000 sec): 3 clusters
  Score: Raw -651406.197624 + Penalty 4072.626108 = -647333.571516
  nChanged 24
		SP:Iteration 16Q (44161.400000 sec): 3 clusters
  Score: Raw -651418.367553 + Penalty 4072.626108 = -647345.741445
  nChanged 23
		SP:Iteration 17Q (44161.580000 sec): 3 clusters
  Score: Raw -651430.821419 + Penalty 4072.626108 = -647358.195311
  nChanged 17
		SP:Iteration 18Q (44161.750000 sec): 3 clusters
  Score: Raw -651439.956171 + Penalty 4072.626108 = -647367.330063
  nChanged 18
		SP:Iteration 19Q (44161.930000 sec): 3 clusters
  Score: Raw -651447.037825 + Penalty 4072.626108 = -647374.411717
  nChanged 14
		SP:Iteration 20F (44162.100000 sec): 3 clusters
  Score: Raw -651455.725569 + Penalty 4072.626108 = -647383.099461
  nChanged 17
		SP:Iteration 21Q (44162.280000 sec): 3 clusters
  Score: Raw -651462.734545 + Penalty 4072.626108 = -647390.108437
  nChanged 8
		SP:Iteration 22Q (44162.460000 sec): 3 clusters
  Score: Raw -651466.524998 + Penalty 4072.626108 = -647393.898891
  nChanged 8
		SP:Iteration 23Q (44162.650000 sec): 3 clusters
  Score: Raw -651471.388378 + Penalty 4072.626108 = -647398.762270
  nChanged 7
		SP:Iteration 24Q (44162.800000 sec): 3 clusters
  Score: Raw -651475.700964 + Penalty 4072.626108 = -647403.074857
  nChanged 11
		SP:Iteration 25Q (44162.980000 sec): 3 clusters
  Score: Raw -651480.427151 + Penalty 4072.626108 = -647407.801043
  nChanged 4
		SP:Iteration 26Q (44163.150000 sec): 3 clusters
  Score: Raw -651481.878913 + Penalty 4072.626108 = -647409.252805
  nChanged 4
		SP:Iteration 27Q (44163.330000 sec): 3 clusters
  Score: Raw -651483.441864 + Penalty 4072.626108 = -647410.815756
  nChanged 7
		SP:Iteration 28Q (44163.500000 sec): 3 clusters
  Score: Raw -651486.333538 + Penalty 4072.626108 = -647413.707430
  nChanged 3
		SP:Iteration 29Q (44163.680000 sec): 3 clusters
  Score: Raw -651487.293953 + Penalty 4072.626108 = -647414.667846
  nChanged 3
		SP:Iteration 30Q (44163.860000 sec): 3 clusters
  Score: Raw -651488.511548 + Penalty 4072.626108 = -647415.885441
  nChanged 2
		SP:Iteration 31Q (44164.030000 sec): 3 clusters
  Score: Raw -651488.933599 + Penalty 4072.626108 = -647416.307491
  nChanged 1
		SP:Iteration 32Q (44164.210000 sec): 3 clusters
  Score: Raw -651489.412477 + Penalty 4072.626108 = -647416.786369
  nChanged 4
		SP:Iteration 33Q (44164.380000 sec): 3 clusters
  Score: Raw -651490.680941 + Penalty 4072.626108 = -647418.054834
  nChanged 6
		SP:Iteration 34Q (44164.560000 sec): 3 clusters
  Score: Raw -651493.102849 + Penalty 4072.626108 = -647420.476741
  nChanged 8
		SP:Iteration 35Q (44164.730000 sec): 3 clusters
  Score: Raw -651496.716930 + Penalty 4072.626108 = -647424.090822
  nChanged 3
		SP:Iteration 36Q (44164.910000 sec): 3 clusters
  Score: Raw -651498.602616 + Penalty 4072.626108 = -647425.976508
  nChanged 1
		SP:Iteration 37Q (44165.080000 sec): 3 clusters
  Score: Raw -651498.773095 + Penalty 4072.626108 = -647426.146987
  nChanged 0
		SP:Iteration 38F (44165.260000 sec): 3 clusters
  Score: Raw -651498.773095 + Penalty 4072.626108 = -647426.146987
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44165.340000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44165.520000 sec): 3 clusters
  Score: Raw -191495.625516 + Penalty 3494.272938 = -188001.352578
  nChanged 302
		SP:Iteration 1F (44165.700000 sec): 3 clusters
  Score: Raw -191814.037700 + Penalty 3494.272938 = -188319.764762
  nChanged 73
		SP:Iteration 2F (44165.870000 sec): 3 clusters
  Score: Raw -191914.163104 + Penalty 3494.272938 = -188419.890166
  nChanged 41
		SP:Iteration 3Q (44166.050000 sec): 3 clusters
  Score: Raw -191974.067715 + Penalty 3494.272938 = -188479.794777
  nChanged 29
		SP:Iteration 4Q (44166.220000 sec): 3 clusters
  Score: Raw -192017.947850 + Penalty 3494.272938 = -188523.674912
  nChanged 16
		SP:Iteration 5Q (44166.400000 sec): 3 clusters
  Score: Raw -192048.911642 + Penalty 3494.272938 = -188554.638703
  nChanged 22
		SP:Iteration 6Q (44166.580000 sec): 3 clusters
  Score: Raw -192090.918524 + Penalty 3494.272938 = -188596.645586
  nChanged 27
		SP:Iteration 7Q (44166.750000 sec): 3 clusters
  Score: Raw -192146.573111 + Penalty 3494.272938 = -188652.300173
  nChanged 29
		SP:Iteration 8Q (44166.930000 sec): 3 clusters
  Score: Raw -192205.754610 + Penalty 3494.272938 = -188711.481672
  nChanged 24
		SP:Iteration 9Q (44167.100000 sec): 3 clusters
  Score: Raw -192238.540006 + Penalty 3494.272938 = -188744.267068
  nChanged 28
		SP:Iteration 10Q (44167.280000 sec): 3 clusters
  Score: Raw -192280.455712 + Penalty 3494.272938 = -188786.182773
  nChanged 25
		SP:Iteration 11Q (44167.460000 sec): 3 clusters
  Score: Raw -192324.471199 + Penalty 3494.272938 = -188830.198261
  nChanged 16
		SP:Iteration 12Q (44167.630000 sec): 3 clusters
  Score: Raw -192353.549529 + Penalty 3494.272938 = -188859.276591
  nChanged 14
		SP:Iteration 13Q (44167.810000 sec): 3 clusters
  Score: Raw -192369.136080 + Penalty 3494.272938 = -188874.863142
  nChanged 5
		SP:Iteration 14Q (44167.980000 sec): 3 clusters
  Score: Raw -192379.732753 + Penalty 3494.272938 = -188885.459815
  nChanged 6
		SP:Iteration 15Q (44168.160000 sec): 3 clusters
  Score: Raw -192388.436534 + Penalty 3494.272938 = -188894.163596
  nChanged 7
		SP:Iteration 16Q (44168.340000 sec): 3 clusters
  Score: Raw -192397.172989 + Penalty 3494.272938 = -188902.900051
  nChanged 5
		SP:Iteration 17Q (44168.510000 sec): 3 clusters
  Score: Raw -192403.738938 + Penalty 3494.272938 = -188909.466000
  nChanged 3
		SP:Iteration 18Q (44168.690000 sec): 3 clusters
  Score: Raw -192407.756956 + Penalty 3494.272938 = -188913.484018
  nChanged 4
		SP:Iteration 19Q (44168.860000 sec): 3 clusters
  Score: Raw -192412.668022 + Penalty 3494.272938 = -188918.395084
  nChanged 4
		SP:Iteration 20F (44169.040000 sec): 3 clusters
  Score: Raw -192416.820291 + Penalty 3494.272938 = -188922.547353
  nChanged 3
		SP:Iteration 21Q (44169.210000 sec): 3 clusters
  Score: Raw -192419.263364 + Penalty 3494.272938 = -188924.990426
  nChanged 0
		SP:Iteration 22F (44169.390000 sec): 3 clusters
  Score: Raw -192419.263364 + Penalty 3494.272938 = -188924.990426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44169.480000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44169.650000 sec): 3 clusters
  Score: Raw -20986.333075 + Penalty 2458.090221 = -18528.242854
  nChanged 11
		SP:Iteration 1F (44169.830000 sec): 3 clusters
  Score: Raw -21047.960710 + Penalty 2458.090221 = -18589.870489
  nChanged 3
		SP:Iteration 2Q (44170.000000 sec): 3 clusters
  Score: Raw -21068.083377 + Penalty 2458.090221 = -18609.993156
  nChanged 1
		SP:Iteration 3Q (44170.180000 sec): 3 clusters
  Score: Raw -21074.722949 + Penalty 2458.090221 = -18616.632728
  nChanged 1
		SP:Iteration 4Q (44170.360000 sec): 3 clusters
  Score: Raw -21086.602206 + Penalty 2458.090221 = -18628.511986
  nChanged 0
		SP:Iteration 5F (44170.530000 sec): 3 clusters
  Score: Raw -21086.602206 + Penalty 2458.090221 = -18628.511986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44170.610000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44170.750000 sec): 3 clusters
  Score: Raw -52760.322364 + Penalty 2857.977486 = -49902.344878
  nChanged 40
		SP:Iteration 1F (44170.930000 sec): 3 clusters
  Score: Raw -52892.249669 + Penalty 2857.977486 = -50034.272183
  nChanged 9
		SP:Iteration 2Q (44171.100000 sec): 3 clusters
  Score: Raw -52921.373783 + Penalty 2857.977486 = -50063.396297
  nChanged 4
		SP:Iteration 3Q (44171.280000 sec): 3 clusters
  Score: Raw -52928.982046 + Penalty 2857.977486 = -50071.004560
  nChanged 1
		SP:Iteration 4Q (44171.460000 sec): 3 clusters
  Score: Raw -52934.756113 + Penalty 2857.977486 = -50076.778627
  nChanged 0
		SP:Iteration 5F (44171.630000 sec): 3 clusters
  Score: Raw -52934.756113 + Penalty 2857.977486 = -50076.778627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44171.720000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44171.900000 sec): 3 clusters
  Score: Raw -23059.342733 + Penalty 2471.868884 = -20587.473848
  nChanged 8
		SP:Iteration 1F (44172.070000 sec): 3 clusters
  Score: Raw -23118.248691 + Penalty 2471.868884 = -20646.379806
  nChanged 2
		SP:Iteration 2Q (44172.250000 sec): 3 clusters
  Score: Raw -23141.413287 + Penalty 2471.868884 = -20669.544403
  nChanged 0
		SP:Iteration 3F (44172.420000 sec): 3 clusters
  Score: Raw -23141.413287 + Penalty 2471.868884 = -20669.544403
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44172.510000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44172.690000 sec): 3 clusters
  Score: Raw -95099.540847 + Penalty 3167.892142 = -91931.648704
  nChanged 131
		SP:Iteration 1F (44172.860000 sec): 3 clusters
  Score: Raw -95387.892471 + Penalty 3167.892142 = -92220.000329
  nChanged 37
		SP:Iteration 2F (44173.040000 sec): 3 clusters
  Score: Raw -95502.399644 + Penalty 3167.892142 = -92334.507502
  nChanged 25
		SP:Iteration 3Q (44173.220000 sec): 3 clusters
  Score: Raw -95560.931539 + Penalty 3167.892142 = -92393.039397
  nChanged 12
		SP:Iteration 4Q (44173.390000 sec): 3 clusters
  Score: Raw -95587.795014 + Penalty 3167.892142 = -92419.902872
  nChanged 7
		SP:Iteration 5Q (44173.570000 sec): 3 clusters
  Score: Raw -95601.220933 + Penalty 3167.892142 = -92433.328791
  nChanged 9
		SP:Iteration 6Q (44173.740000 sec): 3 clusters
  Score: Raw -95614.820632 + Penalty 3167.892142 = -92446.928490
  nChanged 5
		SP:Iteration 7Q (44173.920000 sec): 3 clusters
  Score: Raw -95624.655927 + Penalty 3167.892142 = -92456.763785
  nChanged 4
		SP:Iteration 8Q (44174.100000 sec): 3 clusters
  Score: Raw -95634.492832 + Penalty 3167.892142 = -92466.600690
  nChanged 3
		SP:Iteration 9Q (44174.270000 sec): 3 clusters
  Score: Raw -95639.537103 + Penalty 3167.892142 = -92471.644960
  nChanged 4
		SP:Iteration 10Q (44174.450000 sec): 3 clusters
  Score: Raw -95648.700242 + Penalty 3167.892142 = -92480.808099
  nChanged 0
		SP:Iteration 11F (44174.620000 sec): 3 clusters
  Score: Raw -95648.700242 + Penalty 3167.892142 = -92480.808099
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44174.710000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44174.880000 sec): 3 clusters
  Score: Raw -43903.351906 + Penalty 2789.512683 = -41113.839223
  nChanged 47
		SP:Iteration 1F (44175.060000 sec): 3 clusters
  Score: Raw -44009.702306 + Penalty 2789.512683 = -41220.189623
  nChanged 10
		SP:Iteration 2Q (44175.240000 sec): 3 clusters
  Score: Raw -44028.377914 + Penalty 2789.512683 = -41238.865231
  nChanged 3
		SP:Iteration 3Q (44175.400000 sec): 3 clusters
  Score: Raw -44036.272670 + Penalty 2789.512683 = -41246.759987
  nChanged 1
		SP:Iteration 4Q (44175.540000 sec): 3 clusters
  Score: Raw -44041.071355 + Penalty 2789.512683 = -41251.558672
  nChanged 0
		SP:Iteration 5F (44175.720000 sec): 3 clusters
  Score: Raw -44041.071355 + Penalty 2789.512683 = -41251.558672
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44175.810000 sec): 2 clusters
  Score: Raw -185766.631493 + Penalty 1747.136469 = -184019.495024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44175.980000 sec): 3 clusters
  Score: Raw -185510.733648 + Penalty 3494.272938 = -182016.460710
  nChanged 323
		SP:Iteration 1F (44176.160000 sec): 3 clusters
  Score: Raw -185942.113433 + Penalty 3494.272938 = -182447.840495
  nChanged 92
		SP:Iteration 2F (44176.340000 sec): 3 clusters
  Score: Raw -186137.541583 + Penalty 3494.272938 = -182643.268644
  nChanged 62
		SP:Iteration 3F (44176.510000 sec): 3 clusters
  Score: Raw -186315.748687 + Penalty 3494.272938 = -182821.475748
  nChanged 47
		SP:Iteration 4Q (44176.690000 sec): 3 clusters
  Score: Raw -186430.102251 + Penalty 3494.272938 = -182935.829313
  nChanged 42
		SP:Iteration 5Q (44176.860000 sec): 3 clusters
  Score: Raw -186545.068436 + Penalty 3494.272938 = -183050.795498
  nChanged 43
		SP:Iteration 6Q (44177.040000 sec): 3 clusters
  Score: Raw -186636.042392 + Penalty 3494.272938 = -183141.769454
  nChanged 33
		SP:Iteration 7Q (44177.220000 sec): 3 clusters
  Score: Raw -186718.955535 + Penalty 3494.272938 = -183224.682597
  nChanged 26
		SP:Iteration 8Q (44177.390000 sec): 3 clusters
  Score: Raw -186756.465015 + Penalty 3494.272938 = -183262.192077
  nChanged 16
		SP:Iteration 9Q (44177.570000 sec): 3 clusters
  Score: Raw -186769.386712 + Penalty 3494.272938 = -183275.113774
  nChanged 6
		SP:Iteration 10Q (44177.740000 sec): 3 clusters
  Score: Raw -186778.696809 + Penalty 3494.272938 = -183284.423870
  nChanged 4
		SP:Iteration 11Q (44177.920000 sec): 3 clusters
  Score: Raw -186782.392065 + Penalty 3494.272938 = -183288.119127
  nChanged 3
		SP:Iteration 12Q (44178.100000 sec): 3 clusters
  Score: Raw -186784.610037 + Penalty 3494.272938 = -183290.337099
  nChanged 2
		SP:Iteration 13Q (44178.270000 sec): 3 clusters
  Score: Raw -186786.259540 + Penalty 3494.272938 = -183291.986602
  nChanged 1
		SP:Iteration 14Q (44178.450000 sec): 3 clusters
  Score: Raw -186790.239711 + Penalty 3494.272938 = -183295.966772
  nChanged 0
		SP:Iteration 15F (44178.620000 sec): 3 clusters
  Score: Raw -186792.573516 + Penalty 3494.272938 = -183298.300577
  nChanged 1
		SP:Iteration 16Q (44178.800000 sec): 3 clusters
  Score: Raw -186800.253201 + Penalty 3494.272938 = -183305.980263
  nChanged 3
		SP:Iteration 17Q (44178.980000 sec): 3 clusters
  Score: Raw -186815.127974 + Penalty 3494.272938 = -183320.855036
  nChanged 3
		SP:Iteration 18Q (44179.150000 sec): 3 clusters
  Score: Raw -186817.855932 + Penalty 3494.272938 = -183323.582994
  nChanged 3
		SP:Iteration 19Q (44179.330000 sec): 3 clusters
  Score: Raw -186822.207634 + Penalty 3494.272938 = -183327.934696
  nChanged 4
		SP:Iteration 20F (44179.500000 sec): 3 clusters
  Score: Raw -186825.236026 + Penalty 3494.272938 = -183330.963087
  nChanged 2
		SP:Iteration 21Q (44179.680000 sec): 3 clusters
  Score: Raw -186826.426534 + Penalty 3494.272938 = -183332.153596
  nChanged 2
		SP:Iteration 22Q (44179.850000 sec): 3 clusters
  Score: Raw -186827.602151 + Penalty 3494.272938 = -183333.329213
  nChanged 1
		SP:Iteration 23Q (44180.030000 sec): 3 clusters
  Score: Raw -186828.818441 + Penalty 3494.272938 = -183334.545503
  nChanged 1
		SP:Iteration 24Q (44180.210000 sec): 3 clusters
  Score: Raw -186829.390974 + Penalty 3494.272938 = -183335.118036
  nChanged 2
		SP:Iteration 25Q (44180.380000 sec): 3 clusters
  Score: Raw -186830.606079 + Penalty 3494.272938 = -183336.333141
  nChanged 1
		SP:Iteration 26Q (44180.560000 sec): 3 clusters
  Score: Raw -186831.296454 + Penalty 3494.272938 = -183337.023516
  nChanged 1
		SP:Iteration 27Q (44180.730000 sec): 3 clusters
  Score: Raw -186832.313900 + Penalty 3494.272938 = -183338.040962
  nChanged 3
		SP:Iteration 28Q (44180.910000 sec): 3 clusters
  Score: Raw -186835.148985 + Penalty 3494.272938 = -183340.876047
  nChanged 1
		SP:Iteration 29Q (44181.090000 sec): 3 clusters
  Score: Raw -186835.931001 + Penalty 3494.272938 = -183341.658063
  nChanged 0
		SP:Iteration 30F (44181.260000 sec): 3 clusters
  Score: Raw -186835.931001 + Penalty 3494.272938 = -183341.658063
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44181.350000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44181.530000 sec): 3 clusters
  Score: Raw -46539.623153 + Penalty 2908.361063 = -43631.262090
  nChanged 98
		SP:Iteration 1F (44181.700000 sec): 3 clusters
  Score: Raw -46925.525644 + Penalty 2908.361063 = -44017.164581
  nChanged 19
		SP:Iteration 2F (44181.880000 sec): 3 clusters
  Score: Raw -47058.346732 + Penalty 2908.361063 = -44149.985669
  nChanged 14
		SP:Iteration 3Q (44182.050000 sec): 3 clusters
  Score: Raw -47185.531810 + Penalty 2908.361063 = -44277.170747
  nChanged 8
		SP:Iteration 4Q (44182.230000 sec): 3 clusters
  Score: Raw -47220.754138 + Penalty 2908.361063 = -44312.393075
  nChanged 3
		SP:Iteration 5Q (44182.410000 sec): 3 clusters
  Score: Raw -47251.176457 + Penalty 2908.361063 = -44342.815394
  nChanged 0
		SP:Iteration 6F (44182.580000 sec): 3 clusters
  Score: Raw -47251.176457 + Penalty 2908.361063 = -44342.815394
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44182.670000 sec): 2 clusters
  Score: Raw -85337.682918 + Penalty 1586.024876 = -83751.658041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44182.850000 sec): 3 clusters
  Score: Raw -85340.423227 + Penalty 3172.049753 = -82168.373474
  nChanged 143
		SP:Iteration 1F (44183.020000 sec): 3 clusters
  Score: Raw -85529.517882 + Penalty 3172.049753 = -82357.468129
  nChanged 36
		SP:Iteration 2F (44183.200000 sec): 3 clusters
  Score: Raw -85607.351308 + Penalty 3172.049753 = -82435.301556
  nChanged 19
		SP:Iteration 3Q (44183.370000 sec): 3 clusters
  Score: Raw -85650.990878 + Penalty 3172.049753 = -82478.941126
  nChanged 10
		SP:Iteration 4Q (44183.550000 sec): 3 clusters
  Score: Raw -85663.650525 + Penalty 3172.049753 = -82491.600772
  nChanged 6
		SP:Iteration 5Q (44183.730000 sec): 3 clusters
  Score: Raw -85677.696348 + Penalty 3172.049753 = -82505.646595
  nChanged 12
		SP:Iteration 6Q (44183.900000 sec): 3 clusters
  Score: Raw -85690.233620 + Penalty 3172.049753 = -82518.183868
  nChanged 4
		SP:Iteration 7Q (44184.080000 sec): 3 clusters
  Score: Raw -85694.394037 + Penalty 3172.049753 = -82522.344285
  nChanged 2
		SP:Iteration 8Q (44184.250000 sec): 3 clusters
  Score: Raw -85697.403818 + Penalty 3172.049753 = -82525.354066
  nChanged 1
		SP:Iteration 9Q (44184.430000 sec): 3 clusters
  Score: Raw -85705.774707 + Penalty 3172.049753 = -82533.724954
  nChanged 4
		SP:Iteration 10Q (44184.600000 sec): 3 clusters
  Score: Raw -85708.381400 + Penalty 3172.049753 = -82536.331647
  nChanged 3
		SP:Iteration 11Q (44184.780000 sec): 3 clusters
  Score: Raw -85712.661531 + Penalty 3172.049753 = -82540.611778
  nChanged 4
		SP:Iteration 12Q (44184.950000 sec): 3 clusters
  Score: Raw -85719.063674 + Penalty 3172.049753 = -82547.013921
  nChanged 3
		SP:Iteration 13Q (44185.130000 sec): 3 clusters
  Score: Raw -85721.466665 + Penalty 3172.049753 = -82549.416912
  nChanged 2
		SP:Iteration 14Q (44185.310000 sec): 3 clusters
  Score: Raw -85723.218789 + Penalty 3172.049753 = -82551.169036
  nChanged 4
		SP:Iteration 15Q (44185.480000 sec): 3 clusters
  Score: Raw -85726.561514 + Penalty 3172.049753 = -82554.511761
  nChanged 4
		SP:Iteration 16Q (44185.660000 sec): 3 clusters
  Score: Raw -85731.819987 + Penalty 3172.049753 = -82559.770235
  nChanged 6
		SP:Iteration 17Q (44185.830000 sec): 3 clusters
  Score: Raw -85742.935173 + Penalty 3172.049753 = -82570.885420
  nChanged 7
		SP:Iteration 18Q (44186.010000 sec): 3 clusters
  Score: Raw -85765.209151 + Penalty 3172.049753 = -82593.159398
  nChanged 5
		SP:Iteration 19Q (44186.190000 sec): 3 clusters
  Score: Raw -85781.323961 + Penalty 3172.049753 = -82609.274209
  nChanged 5
		SP:Iteration 20F (44186.360000 sec): 3 clusters
  Score: Raw -85789.234029 + Penalty 3172.049753 = -82617.184276
  nChanged 4
		SP:Iteration 21Q (44186.540000 sec): 3 clusters
  Score: Raw -85793.184920 + Penalty 3172.049753 = -82621.135167
  nChanged 2
		SP:Iteration 22Q (44186.710000 sec): 3 clusters
  Score: Raw -85794.952714 + Penalty 3172.049753 = -82622.902961
  nChanged 2
		SP:Iteration 23Q (44186.890000 sec): 3 clusters
  Score: Raw -85796.580426 + Penalty 3172.049753 = -82624.530673
  nChanged 3
		SP:Iteration 24Q (44187.070000 sec): 3 clusters
  Score: Raw -85799.739380 + Penalty 3172.049753 = -82627.689627
  nChanged 4
		SP:Iteration 25Q (44187.240000 sec): 3 clusters
  Score: Raw -85821.007764 + Penalty 3172.049753 = -82648.958011
  nChanged 5
		SP:Iteration 26Q (44187.410000 sec): 3 clusters
  Score: Raw -85830.059234 + Penalty 3172.049753 = -82658.009482
  nChanged 4
		SP:Iteration 27Q (44187.560000 sec): 3 clusters
  Score: Raw -85837.492319 + Penalty 3172.049753 = -82665.442566
  nChanged 1
		SP:Iteration 28Q (44187.770000 sec): 3 clusters
  Score: Raw -85838.057661 + Penalty 3172.049753 = -82666.007909
  nChanged 0
		SP:Iteration 29F (44187.950000 sec): 3 clusters
  Score: Raw -85838.057661 + Penalty 3172.049753 = -82666.007909
  nChanged 0
Deleting Class 41 (275 points): Lose 2767.191679 but Gain 3262.464713
Iteration 532F (44307.620000 sec): 61 clusters
  Score: Raw -91410044.483839 + Penalty 195747.882798 = -91214296.601041
  nChanged 303
Iteration 533F (44420.340000 sec): 61 clusters
  Score: Raw -91410919.278728 + Penalty 195747.882798 = -91215171.395930
  nChanged 42
Iteration 534Q (44501.280000 sec): 61 clusters
  Score: Raw -91410995.611673 + Penalty 195747.882798 = -91215247.728875
  nChanged 13
Iteration 535Q (44582.540000 sec): 61 clusters
  Score: Raw -91411015.687215 + Penalty 195747.882798 = -91215267.804417
  nChanged 4
Iteration 536Q (44660.250000 sec): 61 clusters
  Score: Raw -91411020.054952 + Penalty 195747.882798 = -91215272.172154
  nChanged 2
Iteration 537Q (44738.480000 sec): 61 clusters
  Score: Raw -91411026.344601 + Penalty 195747.882798 = -91215278.461803
  nChanged 0
Iteration 538F (44855.420000 sec): 61 clusters
  Score: Raw -91411026.344601 + Penalty 195747.882798 = -91215278.461803
  nChanged 0
Compute initial score before splitting:   Score: Raw -91411026.344601 + Penalty 195747.882798 = -91215278.461803
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 1 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44855.460000 sec): 2 clusters
  Score: Raw -47885.744919 + Penalty 1470.538108 = -46415.206812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44855.640000 sec): 3 clusters
  Score: Raw -47985.812710 + Penalty 2941.076215 = -45044.736494
  nChanged 71
		SP:Iteration 1F (44855.810000 sec): 3 clusters
  Score: Raw -48200.983919 + Penalty 2941.076215 = -45259.907704
  nChanged 28
		SP:Iteration 2F (44855.990000 sec): 3 clusters
  Score: Raw -48350.222124 + Penalty 2941.076215 = -45409.145909
  nChanged 23
		SP:Iteration 3F (44856.160000 sec): 3 clusters
  Score: Raw -48456.461102 + Penalty 2941.076215 = -45515.384886
  nChanged 13
		SP:Iteration 4Q (44856.340000 sec): 3 clusters
  Score: Raw -48534.768885 + Penalty 2941.076215 = -45593.692669
  nChanged 9
		SP:Iteration 5Q (44856.520000 sec): 3 clusters
  Score: Raw -48587.184482 + Penalty 2941.076215 = -45646.108267
  nChanged 4
		SP:Iteration 6Q (44856.690000 sec): 3 clusters
  Score: Raw -48621.446125 + Penalty 2941.076215 = -45680.369910
  nChanged 8
		SP:Iteration 7Q (44856.870000 sec): 3 clusters
  Score: Raw -48685.271187 + Penalty 2941.076215 = -45744.194972
  nChanged 9
		SP:Iteration 8Q (44857.040000 sec): 3 clusters
  Score: Raw -48728.577028 + Penalty 2941.076215 = -45787.500813
  nChanged 5
		SP:Iteration 9Q (44857.220000 sec): 3 clusters
  Score: Raw -48759.445412 + Penalty 2941.076215 = -45818.369197
  nChanged 4
		SP:Iteration 10Q (44857.400000 sec): 3 clusters
  Score: Raw -48779.667306 + Penalty 2941.076215 = -45838.591091
  nChanged 5
		SP:Iteration 11Q (44857.570000 sec): 3 clusters
  Score: Raw -48809.748123 + Penalty 2941.076215 = -45868.671908
  nChanged 4
		SP:Iteration 12Q (44857.750000 sec): 3 clusters
  Score: Raw -48834.737696 + Penalty 2941.076215 = -45893.661481
  nChanged 2
		SP:Iteration 13Q (44857.920000 sec): 3 clusters
  Score: Raw -48847.594595 + Penalty 2941.076215 = -45906.518380
  nChanged 3
		SP:Iteration 14Q (44858.100000 sec): 3 clusters
  Score: Raw -48869.427465 + Penalty 2941.076215 = -45928.351250
  nChanged 6
		SP:Iteration 15Q (44858.280000 sec): 3 clusters
  Score: Raw -48895.390437 + Penalty 2941.076215 = -45954.314222
  nChanged 2
		SP:Iteration 16Q (44858.430000 sec): 3 clusters
  Score: Raw -48906.699115 + Penalty 2941.076215 = -45965.622900
  nChanged 3
		SP:Iteration 17Q (44858.590000 sec): 3 clusters
  Score: Raw -48934.418658 + Penalty 2941.076215 = -45993.342443
  nChanged 1
		SP:Iteration 18Q (44858.770000 sec): 3 clusters
  Score: Raw -48937.795983 + Penalty 2941.076215 = -45996.719768
  nChanged 1
		SP:Iteration 19Q (44858.940000 sec): 3 clusters
  Score: Raw -48947.783764 + Penalty 2941.076215 = -46006.707549
  nChanged 0
		SP:Iteration 20F (44859.120000 sec): 3 clusters
  Score: Raw -48948.364297 + Penalty 2941.076215 = -46007.288082
  nChanged 1
		SP:Iteration 21Q (44859.300000 sec): 3 clusters
  Score: Raw -48952.711779 + Penalty 2941.076215 = -46011.635564
  nChanged 0
		SP:Iteration 22F (44859.470000 sec): 3 clusters
  Score: Raw -48952.711779 + Penalty 2941.076215 = -46011.635564
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 2 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44859.560000 sec): 2 clusters
  Score: Raw -77163.950344 + Penalty 1531.615083 = -75632.335261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44859.740000 sec): 3 clusters
  Score: Raw -77274.610003 + Penalty 3063.230166 = -74211.379837
  nChanged 89
		SP:Iteration 1F (44859.940000 sec): 3 clusters
  Score: Raw -77436.883685 + Penalty 3063.230166 = -74373.653519
  nChanged 13
		SP:Iteration 2Q (44860.000000 sec): 3 clusters
  Score: Raw -77455.592286 + Penalty 3063.230166 = -74392.362120
  nChanged 5
		SP:Iteration 3Q (44860.010000 sec): 3 clusters
  Score: Raw -77468.008741 + Penalty 3063.230166 = -74404.778575
  nChanged 5
		SP:Iteration 4Q (44860.020000 sec): 3 clusters
  Score: Raw -77480.447206 + Penalty 3063.230166 = -74417.217040
  nChanged 2
		SP:Iteration 5Q (44860.040000 sec): 3 clusters
  Score: Raw -77482.393941 + Penalty 3063.230166 = -74419.163775
  nChanged 1
		SP:Iteration 6Q (44860.060000 sec): 3 clusters
  Score: Raw -77483.814788 + Penalty 3063.230166 = -74420.584622
  nChanged 2
		SP:Iteration 7Q (44860.080000 sec): 3 clusters
  Score: Raw -77486.459552 + Penalty 3063.230166 = -74423.229386
  nChanged 1
		SP:Iteration 8Q (44860.100000 sec): 3 clusters
  Score: Raw -77487.183265 + Penalty 3063.230166 = -74423.953099
  nChanged 0
		SP:Iteration 9F (44860.130000 sec): 3 clusters
  Score: Raw -77487.183265 + Penalty 3063.230166 = -74423.953099
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 3 (1195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44860.180000 sec): 2 clusters
  Score: Raw -222072.231573 + Penalty 1757.303563 = -220314.928010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44860.210000 sec): 3 clusters
  Score: Raw -221753.620230 + Penalty 3514.607126 = -218239.013104
  nChanged 290
		SP:Iteration 1F (44860.240000 sec): 3 clusters
  Score: Raw -222017.902699 + Penalty 3514.607126 = -218503.295572
  nChanged 82
		SP:Iteration 2F (44860.270000 sec): 3 clusters
  Score: Raw -222113.838339 + Penalty 3514.607126 = -218599.231213
  nChanged 39
		SP:Iteration 3Q (44860.300000 sec): 3 clusters
  Score: Raw -222156.458214 + Penalty 3514.607126 = -218641.851087
  nChanged 19
		SP:Iteration 4Q (44860.340000 sec): 3 clusters
  Score: Raw -222177.109637 + Penalty 3514.607126 = -218662.502511
  nChanged 20
		SP:Iteration 5Q (44860.370000 sec): 3 clusters
  Score: Raw -222201.881944 + Penalty 3514.607126 = -218687.274818
  nChanged 15
		SP:Iteration 6Q (44860.400000 sec): 3 clusters
  Score: Raw -222215.758524 + Penalty 3514.607126 = -218701.151397
  nChanged 9
		SP:Iteration 7Q (44860.440000 sec): 3 clusters
  Score: Raw -222228.041519 + Penalty 3514.607126 = -218713.434392
  nChanged 13
		SP:Iteration 8Q (44860.470000 sec): 3 clusters
  Score: Raw -222244.591163 + Penalty 3514.607126 = -218729.984036
  nChanged 10
		SP:Iteration 9Q (44860.500000 sec): 3 clusters
  Score: Raw -222260.256147 + Penalty 3514.607126 = -218745.649021
  nChanged 15
		SP:Iteration 10Q (44860.530000 sec): 3 clusters
  Score: Raw -222274.587257 + Penalty 3514.607126 = -218759.980131
  nChanged 12
		SP:Iteration 11Q (44860.560000 sec): 3 clusters
  Score: Raw -222289.745633 + Penalty 3514.607126 = -218775.138507
  nChanged 11
		SP:Iteration 12Q (44860.600000 sec): 3 clusters
  Score: Raw -222302.889407 + Penalty 3514.607126 = -218788.282280
  nChanged 9
		SP:Iteration 13Q (44860.630000 sec): 3 clusters
  Score: Raw -222312.769326 + Penalty 3514.607126 = -218798.162200
  nChanged 1
		SP:Iteration 14Q (44860.660000 sec): 3 clusters
  Score: Raw -222313.295289 + Penalty 3514.607126 = -218798.688163
  nChanged 0
		SP:Iteration 15F (44860.690000 sec): 3 clusters
  Score: Raw -222313.295289 + Penalty 3514.607126 = -218798.688163
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 4 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44860.720000 sec): 2 clusters
  Score: Raw -26689.559297 + Penalty 1272.214881 = -25417.344416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44860.730000 sec): 3 clusters
  Score: Raw -27023.835920 + Penalty 2544.429763 = -24479.406158
  nChanged 14
		SP:Iteration 1F (44860.740000 sec): 3 clusters
  Score: Raw -27121.654584 + Penalty 2544.429763 = -24577.224822
  nChanged 2
		SP:Iteration 2Q (44860.750000 sec): 3 clusters
  Score: Raw -27129.231909 + Penalty 2544.429763 = -24584.802147
  nChanged 4
		SP:Iteration 3Q (44860.760000 sec): 3 clusters
  Score: Raw -27152.130197 + Penalty 2544.429763 = -24607.700434
  nChanged 1
		SP:Iteration 4Q (44860.760000 sec): 3 clusters
  Score: Raw -27158.650326 + Penalty 2544.429763 = -24614.220564
  nChanged 0
		SP:Iteration 5F (44860.770000 sec): 3 clusters
  Score: Raw -27158.650326 + Penalty 2544.429763 = -24614.220564
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 5 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44860.860000 sec): 2 clusters
  Score: Raw -904303.330274 + Penalty 2118.000255 = -902185.330019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44861.000000 sec): 3 clusters
  Score: Raw -901800.820759 + Penalty 4236.000510 = -897564.820249
  nChanged 1975
		SP:Iteration 1F (44861.180000 sec): 3 clusters
  Score: Raw -902936.715319 + Penalty 4236.000510 = -898700.714809
  nChanged 384
		SP:Iteration 2F (44861.340000 sec): 3 clusters
  Score: Raw -903158.283324 + Penalty 4236.000510 = -898922.282814
  nChanged 249
		SP:Iteration 3Q (44861.550000 sec): 3 clusters
  Score: Raw -903321.203581 + Penalty 4236.000510 = -899085.203071
  nChanged 216
		SP:Iteration 4Q (44861.750000 sec): 3 clusters
  Score: Raw -903447.040520 + Penalty 4236.000510 = -899211.040010
  nChanged 178
		SP:Iteration 5Q (44861.960000 sec): 3 clusters
  Score: Raw -903533.974475 + Penalty 4236.000510 = -899297.973965
  nChanged 153
		SP:Iteration 6Q (44862.160000 sec): 3 clusters
  Score: Raw -903617.986060 + Penalty 4236.000510 = -899381.985550
  nChanged 127
		SP:Iteration 7Q (44862.360000 sec): 3 clusters
  Score: Raw -903677.348621 + Penalty 4236.000510 = -899441.348111
  nChanged 111
		SP:Iteration 8Q (44862.570000 sec): 3 clusters
  Score: Raw -903730.770635 + Penalty 4236.000510 = -899494.770125
  nChanged 93
		SP:Iteration 9Q (44862.770000 sec): 3 clusters
  Score: Raw -903774.990346 + Penalty 4236.000510 = -899538.989836
  nChanged 90
		SP:Iteration 10Q (44862.920000 sec): 3 clusters
  Score: Raw -903819.134648 + Penalty 4236.000510 = -899583.134138
  nChanged 94
		SP:Iteration 11Q (44863.020000 sec): 3 clusters
  Score: Raw -903859.996714 + Penalty 4236.000510 = -899623.996204
  nChanged 84
		SP:Iteration 12Q (44863.120000 sec): 3 clusters
  Score: Raw -903892.699481 + Penalty 4236.000510 = -899656.698971
  nChanged 72
		SP:Iteration 13Q (44863.230000 sec): 3 clusters
  Score: Raw -903923.782606 + Penalty 4236.000510 = -899687.782096
  nChanged 69
		SP:Iteration 14Q (44863.340000 sec): 3 clusters
  Score: Raw -903953.281855 + Penalty 4236.000510 = -899717.281345
  nChanged 66
		SP:Iteration 15Q (44863.440000 sec): 3 clusters
  Score: Raw -903977.866035 + Penalty 4236.000510 = -899741.865525
  nChanged 55
		SP:Iteration 16Q (44863.550000 sec): 3 clusters
  Score: Raw -904001.084514 + Penalty 4236.000510 = -899765.084004
  nChanged 57
		SP:Iteration 17Q (44863.650000 sec): 3 clusters
  Score: Raw -904021.608911 + Penalty 4236.000510 = -899785.608401
  nChanged 50
		SP:Iteration 18Q (44863.760000 sec): 3 clusters
  Score: Raw -904039.046138 + Penalty 4236.000510 = -899803.045628
  nChanged 51
		SP:Iteration 19Q (44863.940000 sec): 3 clusters
  Score: Raw -904058.195711 + Penalty 4236.000510 = -899822.195201
  nChanged 60
		SP:Iteration 20F (44864.140000 sec): 3 clusters
  Score: Raw -904081.569168 + Penalty 4236.000510 = -899845.568658
  nChanged 49
		SP:Iteration 21Q (44864.350000 sec): 3 clusters
  Score: Raw -904103.470518 + Penalty 4236.000510 = -899867.470008
  nChanged 54
		SP:Iteration 22Q (44864.550000 sec): 3 clusters
  Score: Raw -904126.781864 + Penalty 4236.000510 = -899890.781354
  nChanged 61
		SP:Iteration 23Q (44864.760000 sec): 3 clusters
  Score: Raw -904155.917962 + Penalty 4236.000510 = -899919.917452
  nChanged 55
		SP:Iteration 24Q (44864.960000 sec): 3 clusters
  Score: Raw -904177.532879 + Penalty 4236.000510 = -899941.532369
  nChanged 41
		SP:Iteration 25Q (44865.160000 sec): 3 clusters
  Score: Raw -904194.541151 + Penalty 4236.000510 = -899958.540641
  nChanged 39
		SP:Iteration 26Q (44865.370000 sec): 3 clusters
  Score: Raw -904210.960789 + Penalty 4236.000510 = -899974.960280
  nChanged 37
		SP:Iteration 27Q (44865.510000 sec): 3 clusters
  Score: Raw -904227.554415 + Penalty 4236.000510 = -899991.553906
  nChanged 37
		SP:Iteration 28Q (44865.690000 sec): 3 clusters
  Score: Raw -904242.451985 + Penalty 4236.000510 = -900006.451475
  nChanged 33
		SP:Iteration 29Q (44865.900000 sec): 3 clusters
  Score: Raw -904257.916815 + Penalty 4236.000510 = -900021.916305
  nChanged 35
		SP:Iteration 30Q (44866.100000 sec): 3 clusters
  Score: Raw -904279.129089 + Penalty 4236.000510 = -900043.128579
  nChanged 35
		SP:Iteration 31Q (44866.300000 sec): 3 clusters
  Score: Raw -904302.563583 + Penalty 4236.000510 = -900066.563073
  nChanged 40
		SP:Iteration 32Q (44866.510000 sec): 3 clusters
  Score: Raw -904330.287000 + Penalty 4236.000510 = -900094.286490
  nChanged 47
		SP:Iteration 33Q (44866.720000 sec): 3 clusters
  Score: Raw -904374.539947 + Penalty 4236.000510 = -900138.539437
  nChanged 55
		SP:Iteration 34Q (44866.920000 sec): 3 clusters
  Score: Raw -904425.693142 + Penalty 4236.000510 = -900189.692632
  nChanged 64
		SP:Iteration 35Q (44867.120000 sec): 3 clusters
  Score: Raw -904471.500415 + Penalty 4236.000510 = -900235.499905
  nChanged 53
		SP:Iteration 36Q (44867.330000 sec): 3 clusters
  Score: Raw -904503.304846 + Penalty 4236.000510 = -900267.304336
  nChanged 51
		SP:Iteration 37Q (44867.530000 sec): 3 clusters
  Score: Raw -904531.152154 + Penalty 4236.000510 = -900295.151645
  nChanged 40
		SP:Iteration 38Q (44867.670000 sec): 3 clusters
  Score: Raw -904558.093813 + Penalty 4236.000510 = -900322.093303
  nChanged 52
		SP:Iteration 39Q (44867.770000 sec): 3 clusters
  Score: Raw -904604.935104 + Penalty 4236.000510 = -900368.934594
  nChanged 61
		SP:Iteration 40F (44867.970000 sec): 3 clusters
  Score: Raw -904657.868141 + Penalty 4236.000510 = -900421.867631
  nChanged 65
		SP:Iteration 41Q (44868.180000 sec): 3 clusters
  Score: Raw -904700.567246 + Penalty 4236.000510 = -900464.566736
  nChanged 51
		SP:Iteration 42Q (44868.380000 sec): 3 clusters
  Score: Raw -904731.689609 + Penalty 4236.000510 = -900495.689099
  nChanged 50
		SP:Iteration 43Q (44868.590000 sec): 3 clusters
  Score: Raw -904760.541373 + Penalty 4236.000510 = -900524.540863
  nChanged 47
		SP:Iteration 44Q (44868.800000 sec): 3 clusters
  Score: Raw -904792.939448 + Penalty 4236.000510 = -900556.938938
  nChanged 53
		SP:Iteration 45Q (44869.010000 sec): 3 clusters
  Score: Raw -904822.358697 + Penalty 4236.000510 = -900586.358187
  nChanged 45
		SP:Iteration 46Q (44869.210000 sec): 3 clusters
  Score: Raw -904853.204265 + Penalty 4236.000510 = -900617.203755
  nChanged 42
		SP:Iteration 47Q (44869.410000 sec): 3 clusters
  Score: Raw -904882.774902 + Penalty 4236.000510 = -900646.774392
  nChanged 40
		SP:Iteration 48Q (44869.610000 sec): 3 clusters
  Score: Raw -904907.311122 + Penalty 4236.000510 = -900671.310612
  nChanged 29
		SP:Iteration 49Q (44869.710000 sec): 3 clusters
  Score: Raw -904923.023541 + Penalty 4236.000510 = -900687.023031
  nChanged 24
		SP:Iteration 50Q (44869.800000 sec): 3 clusters
  Score: Raw -904935.368322 + Penalty 4236.000510 = -900699.367812
  nChanged 19
		SP:Iteration 51Q (44869.900000 sec): 3 clusters
  Score: Raw -904944.387770 + Penalty 4236.000510 = -900708.387260
  nChanged 11
		SP:Iteration 52Q (44870.000000 sec): 3 clusters
  Score: Raw -904951.188237 + Penalty 4236.000510 = -900715.187727
  nChanged 12
		SP:Iteration 53Q (44870.100000 sec): 3 clusters
  Score: Raw -904956.825300 + Penalty 4236.000510 = -900720.824790
  nChanged 12
		SP:Iteration 54Q (44870.210000 sec): 3 clusters
  Score: Raw -904963.434892 + Penalty 4236.000510 = -900727.434382
  nChanged 13
		SP:Iteration 55Q (44870.320000 sec): 3 clusters
  Score: Raw -904968.799983 + Penalty 4236.000510 = -900732.799473
  nChanged 7
		SP:Iteration 56Q (44870.540000 sec): 3 clusters
  Score: Raw -904971.498644 + Penalty 4236.000510 = -900735.498134
  nChanged 3
		SP:Iteration 57Q (44870.740000 sec): 3 clusters
  Score: Raw -904972.972613 + Penalty 4236.000510 = -900736.972103
  nChanged 3
		SP:Iteration 58Q (44870.940000 sec): 3 clusters
  Score: Raw -904974.715270 + Penalty 4236.000510 = -900738.714760
  nChanged 4
		SP:Iteration 59Q (44871.150000 sec): 3 clusters
  Score: Raw -904977.828378 + Penalty 4236.000510 = -900741.827868
  nChanged 2
		SP:Iteration 60F (44871.350000 sec): 3 clusters
  Score: Raw -904978.821051 + Penalty 4236.000510 = -900742.820541
  nChanged 1
		SP:Iteration 61Q (44871.560000 sec): 3 clusters
  Score: Raw -904979.479349 + Penalty 4236.000510 = -900743.478839
  nChanged 0
		SP:Iteration 62F (44871.760000 sec): 3 clusters
  Score: Raw -904979.479349 + Penalty 4236.000510 = -900743.478839
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 6 (413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44871.840000 sec): 2 clusters
  Score: Raw -58905.858732 + Penalty 1493.815003 = -57412.043729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44872.020000 sec): 3 clusters
  Score: Raw -59089.435365 + Penalty 2987.630006 = -56101.805359
  nChanged 84
		SP:Iteration 1F (44872.200000 sec): 3 clusters
  Score: Raw -59386.453974 + Penalty 2987.630006 = -56398.823968
  nChanged 49
		SP:Iteration 2F (44872.370000 sec): 3 clusters
  Score: Raw -59601.214401 + Penalty 2987.630006 = -56613.584395
  nChanged 29
		SP:Iteration 3F (44872.550000 sec): 3 clusters
  Score: Raw -59729.385555 + Penalty 2987.630006 = -56741.755549
  nChanged 16
		SP:Iteration 4Q (44872.640000 sec): 3 clusters
  Score: Raw -59789.335607 + Penalty 2987.630006 = -56801.705601
  nChanged 2
		SP:Iteration 5Q (44872.650000 sec): 3 clusters
  Score: Raw -59796.448668 + Penalty 2987.630006 = -56808.818662
  nChanged 2
		SP:Iteration 6Q (44872.660000 sec): 3 clusters
  Score: Raw -59829.845574 + Penalty 2987.630006 = -56842.215568
  nChanged 3
		SP:Iteration 7Q (44872.670000 sec): 3 clusters
  Score: Raw -59848.172073 + Penalty 2987.630006 = -56860.542067
  nChanged 4
		SP:Iteration 8Q (44872.680000 sec): 3 clusters
  Score: Raw -59857.344509 + Penalty 2987.630006 = -56869.714503
  nChanged 0
		SP:Iteration 9F (44872.700000 sec): 3 clusters
  Score: Raw -59857.344509 + Penalty 2987.630006 = -56869.714503
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 7 (1496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44872.800000 sec): 2 clusters
  Score: Raw -276134.504969 + Penalty 1813.016439 = -274321.488530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44872.990000 sec): 3 clusters
  Score: Raw -275633.660053 + Penalty 3626.032879 = -272007.627175
  nChanged 428
		SP:Iteration 1F (44873.170000 sec): 3 clusters
  Score: Raw -276005.365729 + Penalty 3626.032879 = -272379.332850
  nChanged 116
		SP:Iteration 2F (44873.340000 sec): 3 clusters
  Score: Raw -276113.510926 + Penalty 3626.032879 = -272487.478047
  nChanged 68
		SP:Iteration 3Q (44873.520000 sec): 3 clusters
  Score: Raw -276182.580419 + Penalty 3626.032879 = -272556.547540
  nChanged 34
		SP:Iteration 4Q (44873.700000 sec): 3 clusters
  Score: Raw -276219.062582 + Penalty 3626.032879 = -272593.029704
  nChanged 29
		SP:Iteration 5Q (44873.870000 sec): 3 clusters
  Score: Raw -276244.676975 + Penalty 3626.032879 = -272618.644097
  nChanged 12
		SP:Iteration 6Q (44874.050000 sec): 3 clusters
  Score: Raw -276253.709016 + Penalty 3626.032879 = -272627.676137
  nChanged 8
		SP:Iteration 7Q (44874.220000 sec): 3 clusters
  Score: Raw -276260.627611 + Penalty 3626.032879 = -272634.594733
  nChanged 9
		SP:Iteration 8Q (44874.400000 sec): 3 clusters
  Score: Raw -276271.007864 + Penalty 3626.032879 = -272644.974985
  nChanged 8
		SP:Iteration 9Q (44874.580000 sec): 3 clusters
  Score: Raw -276278.370281 + Penalty 3626.032879 = -272652.337402
  nChanged 7
		SP:Iteration 10Q (44874.750000 sec): 3 clusters
  Score: Raw -276287.544643 + Penalty 3626.032879 = -272661.511764
  nChanged 15
		SP:Iteration 11Q (44874.930000 sec): 3 clusters
  Score: Raw -276300.715184 + Penalty 3626.032879 = -272674.682305
  nChanged 8
		SP:Iteration 12Q (44875.100000 sec): 3 clusters
  Score: Raw -276306.960968 + Penalty 3626.032879 = -272680.928089
  nChanged 8
		SP:Iteration 13Q (44875.140000 sec): 3 clusters
  Score: Raw -276315.013959 + Penalty 3626.032879 = -272688.981080
  nChanged 8
		SP:Iteration 14Q (44875.180000 sec): 3 clusters
  Score: Raw -276325.772337 + Penalty 3626.032879 = -272699.739459
  nChanged 11
		SP:Iteration 15Q (44875.330000 sec): 3 clusters
  Score: Raw -276334.338767 + Penalty 3626.032879 = -272708.305889
  nChanged 6
		SP:Iteration 16Q (44875.500000 sec): 3 clusters
  Score: Raw -276338.434928 + Penalty 3626.032879 = -272712.402049
  nChanged 3
		SP:Iteration 17Q (44875.690000 sec): 3 clusters
  Score: Raw -276340.714160 + Penalty 3626.032879 = -272714.681281
  nChanged 1
		SP:Iteration 18Q (44875.730000 sec): 3 clusters
  Score: Raw -276341.510747 + Penalty 3626.032879 = -272715.477869
  nChanged 2
		SP:Iteration 19Q (44875.770000 sec): 3 clusters
  Score: Raw -276343.438167 + Penalty 3626.032879 = -272717.405288
  nChanged 0
		SP:Iteration 20F (44875.810000 sec): 3 clusters
  Score: Raw -276343.438167 + Penalty 3626.032879 = -272717.405288
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 8 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44875.840000 sec): 2 clusters
  Score: Raw -27477.572953 + Penalty 1370.312329 = -26107.260624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44875.850000 sec): 3 clusters
  Score: Raw -27657.973292 + Penalty 2740.624658 = -24917.348634
  nChanged 22
		SP:Iteration 1F (44875.860000 sec): 3 clusters
  Score: Raw -27738.199055 + Penalty 2740.624658 = -24997.574397
  nChanged 9
		SP:Iteration 2Q (44875.870000 sec): 3 clusters
  Score: Raw -27782.385170 + Penalty 2740.624658 = -25041.760512
  nChanged 4
		SP:Iteration 3Q (44875.880000 sec): 3 clusters
  Score: Raw -27798.964872 + Penalty 2740.624658 = -25058.340214
  nChanged 1
		SP:Iteration 4Q (44875.880000 sec): 3 clusters
  Score: Raw -27800.063172 + Penalty 2740.624658 = -25059.438514
  nChanged 1
		SP:Iteration 5Q (44875.890000 sec): 3 clusters
  Score: Raw -27804.149413 + Penalty 2740.624658 = -25063.524755
  nChanged 0
		SP:Iteration 6F (44875.900000 sec): 3 clusters
  Score: Raw -27804.149413 + Penalty 2740.624658 = -25063.524755
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 9 (1167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44875.940000 sec): 2 clusters
  Score: Raw -218897.591227 + Penalty 1751.423525 = -217146.167702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44875.980000 sec): 3 clusters
  Score: Raw -218600.425268 + Penalty 3502.847050 = -215097.578219
  nChanged 325
		SP:Iteration 1F (44876.010000 sec): 3 clusters
  Score: Raw -218982.391327 + Penalty 3502.847050 = -215479.544278
  nChanged 92
		SP:Iteration 2F (44876.040000 sec): 3 clusters
  Score: Raw -219140.069254 + Penalty 3502.847050 = -215637.222204
  nChanged 83
		SP:Iteration 3F (44876.080000 sec): 3 clusters
  Score: Raw -219276.823791 + Penalty 3502.847050 = -215773.976741
  nChanged 66
		SP:Iteration 4F (44876.110000 sec): 3 clusters
  Score: Raw -219390.300120 + Penalty 3502.847050 = -215887.453070
  nChanged 48
		SP:Iteration 5Q (44876.140000 sec): 3 clusters
  Score: Raw -219465.351318 + Penalty 3502.847050 = -215962.504269
  nChanged 36
		SP:Iteration 6Q (44876.180000 sec): 3 clusters
  Score: Raw -219529.801033 + Penalty 3502.847050 = -216026.953984
  nChanged 36
		SP:Iteration 7Q (44876.210000 sec): 3 clusters
  Score: Raw -219607.450078 + Penalty 3502.847050 = -216104.603028
  nChanged 32
		SP:Iteration 8Q (44876.240000 sec): 3 clusters
  Score: Raw -219662.905829 + Penalty 3502.847050 = -216160.058779
  nChanged 18
		SP:Iteration 9Q (44876.270000 sec): 3 clusters
  Score: Raw -219697.996709 + Penalty 3502.847050 = -216195.149659
  nChanged 15
		SP:Iteration 10Q (44876.310000 sec): 3 clusters
  Score: Raw -219720.318720 + Penalty 3502.847050 = -216217.471671
  nChanged 4
		SP:Iteration 11Q (44876.340000 sec): 3 clusters
  Score: Raw -219728.217943 + Penalty 3502.847050 = -216225.370894
  nChanged 4
		SP:Iteration 12Q (44876.370000 sec): 3 clusters
  Score: Raw -219737.859360 + Penalty 3502.847050 = -216235.012310
  nChanged 4
		SP:Iteration 13Q (44876.400000 sec): 3 clusters
  Score: Raw -219745.207952 + Penalty 3502.847050 = -216242.360903
  nChanged 8
		SP:Iteration 14Q (44876.440000 sec): 3 clusters
  Score: Raw -219754.690448 + Penalty 3502.847050 = -216251.843398
  nChanged 4
		SP:Iteration 15Q (44876.470000 sec): 3 clusters
  Score: Raw -219762.168182 + Penalty 3502.847050 = -216259.321133
  nChanged 4
		SP:Iteration 16Q (44876.500000 sec): 3 clusters
  Score: Raw -219772.046606 + Penalty 3502.847050 = -216269.199556
  nChanged 5
		SP:Iteration 17Q (44876.540000 sec): 3 clusters
  Score: Raw -219783.138733 + Penalty 3502.847050 = -216280.291684
  nChanged 4
		SP:Iteration 18Q (44876.570000 sec): 3 clusters
  Score: Raw -219788.043039 + Penalty 3502.847050 = -216285.195989
  nChanged 2
		SP:Iteration 19Q (44876.600000 sec): 3 clusters
  Score: Raw -219790.189707 + Penalty 3502.847050 = -216287.342657
  nChanged 1
		SP:Iteration 20F (44876.640000 sec): 3 clusters
  Score: Raw -219791.830443 + Penalty 3502.847050 = -216288.983393
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 10 (223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44876.660000 sec): 2 clusters
  Score: Raw -37158.548724 + Penalty 1340.978599 = -35817.570125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44876.670000 sec): 3 clusters
  Score: Raw -37321.737803 + Penalty 2681.957199 = -34639.780605
  nChanged 12
		SP:Iteration 1F (44876.680000 sec): 3 clusters
  Score: Raw -37382.032233 + Penalty 2681.957199 = -34700.075035
  nChanged 7
		SP:Iteration 2Q (44876.690000 sec): 3 clusters
  Score: Raw -37445.169989 + Penalty 2681.957199 = -34763.212790
  nChanged 2
		SP:Iteration 3Q (44876.700000 sec): 3 clusters
  Score: Raw -37459.537304 + Penalty 2681.957199 = -34777.580106
  nChanged 0
		SP:Iteration 4F (44876.700000 sec): 3 clusters
  Score: Raw -37459.537304 + Penalty 2681.957199 = -34777.580106
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 11 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44876.730000 sec): 2 clusters
  Score: Raw -33423.626158 + Penalty 1326.082668 = -32097.543491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44876.740000 sec): 3 clusters
  Score: Raw -33619.414204 + Penalty 2652.165335 = -30967.248868
  nChanged 16
		SP:Iteration 1F (44876.740000 sec): 3 clusters
  Score: Raw -33702.436531 + Penalty 2652.165335 = -31050.271196
  nChanged 8
		SP:Iteration 2Q (44876.750000 sec): 3 clusters
  Score: Raw -33738.171091 + Penalty 2652.165335 = -31086.005755
  nChanged 1
		SP:Iteration 3Q (44876.760000 sec): 3 clusters
  Score: Raw -33741.703753 + Penalty 2652.165335 = -31089.538418
  nChanged 0
		SP:Iteration 4F (44876.770000 sec): 3 clusters
  Score: Raw -33741.703753 + Penalty 2652.165335 = -31089.538418
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 12 (235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44876.790000 sec): 2 clusters
  Score: Raw -35590.485371 + Penalty 1353.977208 = -34236.508164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44876.800000 sec): 3 clusters
  Score: Raw -35807.744920 + Penalty 2707.954415 = -33099.790505
  nChanged 22
		SP:Iteration 1F (44876.800000 sec): 3 clusters
  Score: Raw -35897.721615 + Penalty 2707.954415 = -33189.767200
  nChanged 7
		SP:Iteration 2Q (44876.810000 sec): 3 clusters
  Score: Raw -35965.036765 + Penalty 2707.954415 = -33257.082350
  nChanged 1
		SP:Iteration 3Q (44876.820000 sec): 3 clusters
  Score: Raw -35970.905838 + Penalty 2707.954415 = -33262.951423
  nChanged 0
		SP:Iteration 4F (44876.830000 sec): 3 clusters
  Score: Raw -35970.905838 + Penalty 2707.954415 = -33262.951423
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 13 (13567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44877.000000 sec): 2 clusters
  Score: Raw -2515122.181082 + Penalty 2359.818122 = -2512762.362961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44877.290000 sec): 3 clusters
  Score: Raw -2507559.654207 + Penalty 4719.636244 = -2502840.017964
  nChanged 5765
		SP:Iteration 1F (44877.490000 sec): 3 clusters
  Score: Raw -2510702.760739 + Penalty 4719.636244 = -2505983.124496
  nChanged 765
		SP:Iteration 2F (44877.700000 sec): 3 clusters
  Score: Raw -2510981.002792 + Penalty 4719.636244 = -2506261.366549
  nChanged 586
		SP:Iteration 3Q (44878.000000 sec): 3 clusters
  Score: Raw -2511167.032241 + Penalty 4719.636244 = -2506447.395997
  nChanged 462
		SP:Iteration 4Q (44878.300000 sec): 3 clusters
  Score: Raw -2511311.428673 + Penalty 4719.636244 = -2506591.792429
  nChanged 391
		SP:Iteration 5Q (44878.500000 sec): 3 clusters
  Score: Raw -2511440.376570 + Penalty 4719.636244 = -2506720.740326
  nChanged 354
		SP:Iteration 6Q (44878.700000 sec): 3 clusters
  Score: Raw -2511545.396593 + Penalty 4719.636244 = -2506825.760349
  nChanged 319
		SP:Iteration 7Q (44878.910000 sec): 3 clusters
  Score: Raw -2511646.796129 + Penalty 4719.636244 = -2506927.159885
  nChanged 327
		SP:Iteration 8Q (44879.200000 sec): 3 clusters
  Score: Raw -2511748.753211 + Penalty 4719.636244 = -2507029.116967
  nChanged 303
		SP:Iteration 9Q (44879.530000 sec): 3 clusters
  Score: Raw -2511851.194207 + Penalty 4719.636244 = -2507131.557964
  nChanged 330
		SP:Iteration 10Q (44879.780000 sec): 3 clusters
  Score: Raw -2511982.103070 + Penalty 4719.636244 = -2507262.466826
  nChanged 379
		SP:Iteration 11Q (44880.090000 sec): 3 clusters
  Score: Raw -2512167.246458 + Penalty 4719.636244 = -2507447.610214
  nChanged 399
		SP:Iteration 12Q (44880.340000 sec): 3 clusters
  Score: Raw -2512358.227051 + Penalty 4719.636244 = -2507638.590807
  nChanged 423
		SP:Iteration 13Q (44880.710000 sec): 3 clusters
  Score: Raw -2512601.552861 + Penalty 4719.636244 = -2507881.916617
  nChanged 467
		SP:Iteration 14Q (44880.960000 sec): 3 clusters
  Score: Raw -2512900.258791 + Penalty 4719.636244 = -2508180.622547
  nChanged 527
		SP:Iteration 15Q (44881.240000 sec): 3 clusters
  Score: Raw -2513297.477985 + Penalty 4719.636244 = -2508577.841741
  nChanged 547
		SP:Iteration 16Q (44881.530000 sec): 3 clusters
  Score: Raw -2513770.986436 + Penalty 4719.636244 = -2509051.350193
  nChanged 513
		SP:Iteration 17Q (44881.810000 sec): 3 clusters
  Score: Raw -2514174.866761 + Penalty 4719.636244 = -2509455.230517
  nChanged 431
		SP:Iteration 18Q (44882.090000 sec): 3 clusters
  Score: Raw -2514481.422855 + Penalty 4719.636244 = -2509761.786611
  nChanged 354
		SP:Iteration 19Q (44882.380000 sec): 3 clusters
  Score: Raw -2514722.166871 + Penalty 4719.636244 = -2510002.530627
  nChanged 295
		SP:Iteration 20F (44882.670000 sec): 3 clusters
  Score: Raw -2514902.505703 + Penalty 4719.636244 = -2510182.869459
  nChanged 245
		SP:Iteration 21Q (44882.910000 sec): 3 clusters
  Score: Raw -2515056.513364 + Penalty 4719.636244 = -2510336.877120
  nChanged 199
		SP:Iteration 22Q (44883.200000 sec): 3 clusters
  Score: Raw -2515192.625382 + Penalty 4719.636244 = -2510472.989138
  nChanged 180
		SP:Iteration 23Q (44883.480000 sec): 3 clusters
  Score: Raw -2515291.366014 + Penalty 4719.636244 = -2510571.729771
  nChanged 142
		SP:Iteration 24Q (44883.780000 sec): 3 clusters
  Score: Raw -2515368.685035 + Penalty 4719.636244 = -2510649.048792
  nChanged 121
		SP:Iteration 25Q (44884.060000 sec): 3 clusters
  Score: Raw -2515435.583078 + Penalty 4719.636244 = -2510715.946834
  nChanged 89
		SP:Iteration 26Q (44884.360000 sec): 3 clusters
  Score: Raw -2515477.021635 + Penalty 4719.636244 = -2510757.385392
  nChanged 75
		SP:Iteration 27Q (44884.560000 sec): 3 clusters
  Score: Raw -2515511.512725 + Penalty 4719.636244 = -2510791.876481
  nChanged 64
		SP:Iteration 28Q (44884.810000 sec): 3 clusters
  Score: Raw -2515543.571106 + Penalty 4719.636244 = -2510823.934862
  nChanged 59
		SP:Iteration 29Q (44885.050000 sec): 3 clusters
  Score: Raw -2515571.189086 + Penalty 4719.636244 = -2510851.552842
  nChanged 44
		SP:Iteration 30Q (44885.320000 sec): 3 clusters
  Score: Raw -2515587.900665 + Penalty 4719.636244 = -2510868.264422
  nChanged 30
		SP:Iteration 31Q (44885.500000 sec): 3 clusters
  Score: Raw -2515598.992289 + Penalty 4719.636244 = -2510879.356045
  nChanged 32
		SP:Iteration 32Q (44885.750000 sec): 3 clusters
  Score: Raw -2515611.136177 + Penalty 4719.636244 = -2510891.499933
  nChanged 29
		SP:Iteration 33Q (44886.040000 sec): 3 clusters
  Score: Raw -2515619.931664 + Penalty 4719.636244 = -2510900.295421
  nChanged 21
		SP:Iteration 34Q (44886.210000 sec): 3 clusters
  Score: Raw -2515628.546896 + Penalty 4719.636244 = -2510908.910653
  nChanged 25
		SP:Iteration 35Q (44886.490000 sec): 3 clusters
  Score: Raw -2515637.277792 + Penalty 4719.636244 = -2510917.641549
  nChanged 18
		SP:Iteration 36Q (44886.720000 sec): 3 clusters
  Score: Raw -2515643.866956 + Penalty 4719.636244 = -2510924.230713
  nChanged 12
		SP:Iteration 37Q (44887.020000 sec): 3 clusters
  Score: Raw -2515647.175021 + Penalty 4719.636244 = -2510927.538777
  nChanged 7
		SP:Iteration 38Q (44887.270000 sec): 3 clusters
  Score: Raw -2515649.529976 + Penalty 4719.636244 = -2510929.893732
  nChanged 5
		SP:Iteration 39Q (44887.560000 sec): 3 clusters
  Score: Raw -2515650.945113 + Penalty 4719.636244 = -2510931.308870
  nChanged 6
		SP:Iteration 40F (44887.800000 sec): 3 clusters
  Score: Raw -2515653.643549 + Penalty 4719.636244 = -2510934.007305
  nChanged 6
		SP:Iteration 41Q (44888.090000 sec): 3 clusters
  Score: Raw -2515654.964967 + Penalty 4719.636244 = -2510935.328723
  nChanged 3
		SP:Iteration 42Q (44888.420000 sec): 3 clusters
  Score: Raw -2515655.990724 + Penalty 4719.636244 = -2510936.354480
  nChanged 2
		SP:Iteration 43Q (44888.630000 sec): 3 clusters
  Score: Raw -2515656.550491 + Penalty 4719.636244 = -2510936.914247
  nChanged 1
		SP:Iteration 44Q (44888.900000 sec): 3 clusters
  Score: Raw -2515656.792629 + Penalty 4719.636244 = -2510937.156385
  nChanged 0
		SP:Iteration 45F (44889.090000 sec): 3 clusters
  Score: Raw -2515656.792629 + Penalty 4719.636244 = -2510937.156385
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 14 (210100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44890.400000 sec): 2 clusters
  Score: Raw -37597626.741304 + Penalty 3039.324044 = -37594587.417260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44892.400000 sec): 3 clusters
  Score: Raw -37459673.591540 + Penalty 6078.648088 = -37453594.943452
  nChanged 101291
		SP:Iteration 1F (44894.190000 sec): 3 clusters
  Score: Raw -37518526.133484 + Penalty 6078.648088 = -37512447.485396
  nChanged 5236
		SP:Iteration 2Q (44896.110000 sec): 3 clusters
  Score: Raw -37519456.463122 + Penalty 6078.648088 = -37513377.815034
  nChanged 5504
		SP:Iteration 3Q (44898.270000 sec): 3 clusters
  Score: Raw -37520516.733086 + Penalty 6078.648088 = -37514438.084998
  nChanged 6023
		SP:Iteration 4Q (44900.420000 sec): 3 clusters
  Score: Raw -37521818.670708 + Penalty 6078.648088 = -37515740.022620
  nChanged 6602
		SP:Iteration 5Q (44902.580000 sec): 3 clusters
  Score: Raw -37523456.478239 + Penalty 6078.648088 = -37517377.830151
  nChanged 7509
		SP:Iteration 6Q (44904.700000 sec): 3 clusters
  Score: Raw -37525549.027247 + Penalty 6078.648088 = -37519470.379160
  nChanged 8318
		SP:Iteration 7Q (44906.840000 sec): 3 clusters
  Score: Raw -37528112.396422 + Penalty 6078.648088 = -37522033.748335
  nChanged 9005
		SP:Iteration 8Q (44909.010000 sec): 3 clusters
  Score: Raw -37531121.070670 + Penalty 6078.648088 = -37525042.422582
  nChanged 9545
		SP:Iteration 9Q (44911.080000 sec): 3 clusters
  Score: Raw -37534744.001101 + Penalty 6078.648088 = -37528665.353013
  nChanged 10369
		SP:Iteration 10Q (44913.150000 sec): 3 clusters
  Score: Raw -37539241.590878 + Penalty 6078.648088 = -37533162.942790
  nChanged 11266
		SP:Iteration 11F (44915.110000 sec): 3 clusters
  Score: Raw -37545128.121427 + Penalty 6078.648088 = -37539049.473339
  nChanged 12505
		SP:Iteration 12F (44917.080000 sec): 3 clusters
  Score: Raw -37553095.869312 + Penalty 6078.648088 = -37547017.221224
  nChanged 13934
		SP:Iteration 13F (44919.080000 sec): 3 clusters
  Score: Raw -37563643.325644 + Penalty 6078.648088 = -37557564.677556
  nChanged 13743
		SP:Iteration 14F (44921.070000 sec): 3 clusters
  Score: Raw -37575516.518079 + Penalty 6078.648088 = -37569437.869992
  nChanged 11624
		SP:Iteration 15F (44923.020000 sec): 3 clusters
  Score: Raw -37586391.329162 + Penalty 6078.648088 = -37580312.681074
  nChanged 7409
		SP:Iteration 16Q (44924.960000 sec): 3 clusters
  Score: Raw -37593327.270593 + Penalty 6078.648088 = -37587248.622505
  nChanged 3431
		SP:Iteration 17Q (44926.860000 sec): 3 clusters
  Score: Raw -37596345.077304 + Penalty 6078.648088 = -37590266.429216
  nChanged 1151
		SP:Iteration 18Q (44928.580000 sec): 3 clusters
  Score: Raw -37597319.143811 + Penalty 6078.648088 = -37591240.495723
  nChanged 371
		SP:Iteration 19Q (44930.310000 sec): 3 clusters
  Score: Raw -37597674.698071 + Penalty 6078.648088 = -37591596.049983
  nChanged 128
		SP:Iteration 20F (44932.190000 sec): 3 clusters
  Score: Raw -37597815.120832 + Penalty 6078.648088 = -37591736.472745
  nChanged 58
		SP:Iteration 21Q (44933.830000 sec): 3 clusters
  Score: Raw -37597888.679376 + Penalty 6078.648088 = -37591810.031288
  nChanged 36
		SP:Iteration 22Q (44935.460000 sec): 3 clusters
  Score: Raw -37597925.940425 + Penalty 6078.648088 = -37591847.292337
  nChanged 16
		SP:Iteration 23Q (44937.060000 sec): 3 clusters
  Score: Raw -37597946.144035 + Penalty 6078.648088 = -37591867.495947
  nChanged 13
		SP:Iteration 24Q (44938.760000 sec): 3 clusters
  Score: Raw -37597962.227044 + Penalty 6078.648088 = -37591883.578957
  nChanged 9
		SP:Iteration 25Q (44940.500000 sec): 3 clusters
  Score: Raw -37597974.939158 + Penalty 6078.648088 = -37591896.291070
  nChanged 8
		SP:Iteration 26Q (44942.120000 sec): 3 clusters
  Score: Raw -37597983.021275 + Penalty 6078.648088 = -37591904.373188
  nChanged 5
		SP:Iteration 27Q (44943.840000 sec): 3 clusters
  Score: Raw -37597990.814646 + Penalty 6078.648088 = -37591912.166558
  nChanged 2
		SP:Iteration 28Q (44945.570000 sec): 3 clusters
  Score: Raw -37597992.572410 + Penalty 6078.648088 = -37591913.924322
  nChanged 2
		SP:Iteration 29Q (44947.260000 sec): 3 clusters
  Score: Raw -37597994.314628 + Penalty 6078.648088 = -37591915.666540
  nChanged 1
		SP:Iteration 30Q (44949.000000 sec): 3 clusters
  Score: Raw -37597995.188955 + Penalty 6078.648088 = -37591916.540867
  nChanged 0
		SP:Iteration 31F (44950.910000 sec): 3 clusters
  Score: Raw -37597995.188955 + Penalty 6078.648088 = -37591916.540867
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 15 (21003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44951.140000 sec): 2 clusters
  Score: Raw -3607790.699391 + Penalty 2468.200300 = -3605322.499091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44951.500000 sec): 3 clusters
  Score: Raw -3595529.704457 + Penalty 4936.400600 = -3590593.303857
  nChanged 9329
		SP:Iteration 1F (44951.830000 sec): 3 clusters
  Score: Raw -3600752.612224 + Penalty 4936.400600 = -3595816.211624
  nChanged 1381
		SP:Iteration 2F (44952.160000 sec): 3 clusters
  Score: Raw -3601547.823978 + Penalty 4936.400600 = -3596611.423378
  nChanged 1374
		SP:Iteration 3F (44952.490000 sec): 3 clusters
  Score: Raw -3602550.692706 + Penalty 4936.400600 = -3597614.292106
  nChanged 1468
		SP:Iteration 4F (44952.820000 sec): 3 clusters
  Score: Raw -3603798.835469 + Penalty 4936.400600 = -3598862.434870
  nChanged 1549
		SP:Iteration 5F (44953.120000 sec): 3 clusters
  Score: Raw -3605439.166529 + Penalty 4936.400600 = -3600502.765930
  nChanged 1489
		SP:Iteration 6F (44953.430000 sec): 3 clusters
  Score: Raw -3607151.097383 + Penalty 4936.400600 = -3602214.696783
  nChanged 1328
		SP:Iteration 7F (44953.740000 sec): 3 clusters
  Score: Raw -3608551.550193 + Penalty 4936.400600 = -3603615.149593
  nChanged 999
		SP:Iteration 8Q (44954.040000 sec): 3 clusters
  Score: Raw -3609324.694705 + Penalty 4936.400600 = -3604388.294106
  nChanged 711
		SP:Iteration 9Q (44954.390000 sec): 3 clusters
  Score: Raw -3609670.279967 + Penalty 4936.400600 = -3604733.879368
  nChanged 423
		SP:Iteration 10Q (44954.700000 sec): 3 clusters
  Score: Raw -3609804.025626 + Penalty 4936.400600 = -3604867.625027
  nChanged 232
		SP:Iteration 11Q (44955.010000 sec): 3 clusters
  Score: Raw -3609868.308920 + Penalty 4936.400600 = -3604931.908321
  nChanged 170
		SP:Iteration 12Q (44955.320000 sec): 3 clusters
  Score: Raw -3609909.478536 + Penalty 4936.400600 = -3604973.077936
  nChanged 137
		SP:Iteration 13Q (44955.630000 sec): 3 clusters
  Score: Raw -3609938.237907 + Penalty 4936.400600 = -3605001.837307
  nChanged 109
		SP:Iteration 14Q (44955.950000 sec): 3 clusters
  Score: Raw -3609958.592709 + Penalty 4936.400600 = -3605022.192109
  nChanged 69
		SP:Iteration 15Q (44956.260000 sec): 3 clusters
  Score: Raw -3609967.499886 + Penalty 4936.400600 = -3605031.099287
  nChanged 42
		SP:Iteration 16Q (44956.570000 sec): 3 clusters
  Score: Raw -3609972.840718 + Penalty 4936.400600 = -3605036.440118
  nChanged 39
		SP:Iteration 17Q (44956.910000 sec): 3 clusters
  Score: Raw -3609979.272327 + Penalty 4936.400600 = -3605042.871728
  nChanged 47
		SP:Iteration 18Q (44957.260000 sec): 3 clusters
  Score: Raw -3609985.239061 + Penalty 4936.400600 = -3605048.838461
  nChanged 34
		SP:Iteration 19Q (44957.620000 sec): 3 clusters
  Score: Raw -3609988.682182 + Penalty 4936.400600 = -3605052.281582
  nChanged 31
		SP:Iteration 20F (44957.930000 sec): 3 clusters
  Score: Raw -3609992.507839 + Penalty 4936.400600 = -3605056.107239
  nChanged 32
		SP:Iteration 21Q (44958.240000 sec): 3 clusters
  Score: Raw -3609995.626055 + Penalty 4936.400600 = -3605059.225456
  nChanged 25
		SP:Iteration 22Q (44958.550000 sec): 3 clusters
  Score: Raw -3609998.297141 + Penalty 4936.400600 = -3605061.896541
  nChanged 14
		SP:Iteration 23Q (44958.860000 sec): 3 clusters
  Score: Raw -3609999.856191 + Penalty 4936.400600 = -3605063.455591
  nChanged 8
		SP:Iteration 24Q (44959.170000 sec): 3 clusters
  Score: Raw -3610000.594160 + Penalty 4936.400600 = -3605064.193560
  nChanged 13
		SP:Iteration 25Q (44959.470000 sec): 3 clusters
  Score: Raw -3610002.122060 + Penalty 4936.400600 = -3605065.721461
  nChanged 10
		SP:Iteration 26Q (44959.770000 sec): 3 clusters
  Score: Raw -3610002.954766 + Penalty 4936.400600 = -3605066.554167
  nChanged 6
		SP:Iteration 27Q (44960.110000 sec): 3 clusters
  Score: Raw -3610003.768420 + Penalty 4936.400600 = -3605067.367821
  nChanged 9
		SP:Iteration 28Q (44960.450000 sec): 3 clusters
  Score: Raw -3610004.640575 + Penalty 4936.400600 = -3605068.239975
  nChanged 9
		SP:Iteration 29Q (44960.790000 sec): 3 clusters
  Score: Raw -3610005.604172 + Penalty 4936.400600 = -3605069.203573
  nChanged 6
		SP:Iteration 30Q (44961.080000 sec): 3 clusters
  Score: Raw -3610006.306814 + Penalty 4936.400600 = -3605069.906215
  nChanged 8
		SP:Iteration 31Q (44961.430000 sec): 3 clusters
  Score: Raw -3610007.042358 + Penalty 4936.400600 = -3605070.641759
  nChanged 2
		SP:Iteration 32Q (44961.760000 sec): 3 clusters
  Score: Raw -3610007.206609 + Penalty 4936.400600 = -3605070.806010
  nChanged 3
		SP:Iteration 33Q (44962.100000 sec): 3 clusters
  Score: Raw -3610007.385735 + Penalty 4936.400600 = -3605070.985136
  nChanged 2
		SP:Iteration 34Q (44962.460000 sec): 3 clusters
  Score: Raw -3610007.455479 + Penalty 4936.400600 = -3605071.054880
  nChanged 2
		SP:Iteration 35Q (44962.810000 sec): 3 clusters
  Score: Raw -3610007.619040 + Penalty 4936.400600 = -3605071.218440
  nChanged 2
		SP:Iteration 36Q (44963.140000 sec): 3 clusters
  Score: Raw -3610007.991556 + Penalty 4936.400600 = -3605071.590956
  nChanged 5
		SP:Iteration 37Q (44963.480000 sec): 3 clusters
  Score: Raw -3610008.420512 + Penalty 4936.400600 = -3605072.019913
  nChanged 5
		SP:Iteration 38Q (44963.810000 sec): 3 clusters
  Score: Raw -3610009.087941 + Penalty 4936.400600 = -3605072.687341
  nChanged 4
		SP:Iteration 39Q (44964.140000 sec): 3 clusters
  Score: Raw -3610009.346023 + Penalty 4936.400600 = -3605072.945424
  nChanged 3
		SP:Iteration 40F (44964.470000 sec): 3 clusters
  Score: Raw -3610009.500284 + Penalty 4936.400600 = -3605073.099685
  nChanged 3
		SP:Iteration 41Q (44964.800000 sec): 3 clusters
  Score: Raw -3610009.650994 + Penalty 4936.400600 = -3605073.250394
  nChanged 3
		SP:Iteration 42Q (44965.130000 sec): 3 clusters
  Score: Raw -3610009.918204 + Penalty 4936.400600 = -3605073.517605
  nChanged 3
		SP:Iteration 43Q (44965.470000 sec): 3 clusters
  Score: Raw -3610010.259383 + Penalty 4936.400600 = -3605073.858783
  nChanged 3
		SP:Iteration 44Q (44965.800000 sec): 3 clusters
  Score: Raw -3610010.459617 + Penalty 4936.400600 = -3605074.059018
  nChanged 0
		SP:Iteration 45F (44966.130000 sec): 3 clusters
  Score: Raw -3610010.459617 + Penalty 4936.400600 = -3605074.059018
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 16 (95967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44966.750000 sec): 2 clusters
  Score: Raw -17094031.511577 + Penalty 2844.996396 = -17091186.515181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44967.770000 sec): 3 clusters
  Score: Raw -17032912.785608 + Penalty 5689.992792 = -17027222.792816
  nChanged 45274
		SP:Iteration 1F (44968.780000 sec): 3 clusters
  Score: Raw -17058959.057638 + Penalty 5689.992792 = -17053269.064846
  nChanged 3526
		SP:Iteration 2Q (44969.850000 sec): 3 clusters
  Score: Raw -17060005.058840 + Penalty 5689.992792 = -17054315.066048
  nChanged 4092
		SP:Iteration 3Q (44970.920000 sec): 3 clusters
  Score: Raw -17061530.390207 + Penalty 5689.992792 = -17055840.397415
  nChanged 5019
		SP:Iteration 4F (44971.860000 sec): 3 clusters
  Score: Raw -17064048.745217 + Penalty 5689.992792 = -17058358.752425
  nChanged 6588
		SP:Iteration 5F (44972.850000 sec): 3 clusters
  Score: Raw -17068440.320486 + Penalty 5689.992792 = -17062750.327694
  nChanged 8011
		SP:Iteration 6F (44973.790000 sec): 3 clusters
  Score: Raw -17075126.758037 + Penalty 5689.992792 = -17069436.765245
  nChanged 7835
		SP:Iteration 7F (44974.750000 sec): 3 clusters
  Score: Raw -17082351.638539 + Penalty 5689.992792 = -17076661.645747
  nChanged 5926
		SP:Iteration 8F (44975.770000 sec): 3 clusters
  Score: Raw -17087883.386245 + Penalty 5689.992792 = -17082193.393453
  nChanged 3501
		SP:Iteration 9Q (44976.760000 sec): 3 clusters
  Score: Raw -17091033.474283 + Penalty 5689.992792 = -17085343.481491
  nChanged 1872
		SP:Iteration 10Q (44977.740000 sec): 3 clusters
  Score: Raw -17092715.982384 + Penalty 5689.992792 = -17087025.989592
  nChanged 893
		SP:Iteration 11Q (44978.690000 sec): 3 clusters
  Score: Raw -17093528.907738 + Penalty 5689.992792 = -17087838.914946
  nChanged 447
		SP:Iteration 12Q (44979.600000 sec): 3 clusters
  Score: Raw -17093936.170861 + Penalty 5689.992792 = -17088246.178069
  nChanged 203
		SP:Iteration 13Q (44980.500000 sec): 3 clusters
  Score: Raw -17094123.446981 + Penalty 5689.992792 = -17088433.454189
  nChanged 129
		SP:Iteration 14Q (44981.360000 sec): 3 clusters
  Score: Raw -17094248.824237 + Penalty 5689.992792 = -17088558.831445
  nChanged 99
		SP:Iteration 15Q (44982.290000 sec): 3 clusters
  Score: Raw -17094342.722781 + Penalty 5689.992792 = -17088652.729989
  nChanged 66
		SP:Iteration 16Q (44983.190000 sec): 3 clusters
  Score: Raw -17094396.193215 + Penalty 5689.992792 = -17088706.200423
  nChanged 51
		SP:Iteration 17Q (44984.090000 sec): 3 clusters
  Score: Raw -17094432.032059 + Penalty 5689.992792 = -17088742.039267
  nChanged 34
		SP:Iteration 18Q (44984.960000 sec): 3 clusters
  Score: Raw -17094460.681218 + Penalty 5689.992792 = -17088770.688426
  nChanged 42
		SP:Iteration 19Q (44985.850000 sec): 3 clusters
  Score: Raw -17094497.030702 + Penalty 5689.992792 = -17088807.037910
  nChanged 23
		SP:Iteration 20F (44986.730000 sec): 3 clusters
  Score: Raw -17094513.165722 + Penalty 5689.992792 = -17088823.172930
  nChanged 11
		SP:Iteration 21Q (44987.620000 sec): 3 clusters
  Score: Raw -17094520.700066 + Penalty 5689.992792 = -17088830.707274
  nChanged 8
		SP:Iteration 22Q (44988.530000 sec): 3 clusters
  Score: Raw -17094526.955421 + Penalty 5689.992792 = -17088836.962629
  nChanged 10
		SP:Iteration 23Q (44989.330000 sec): 3 clusters
  Score: Raw -17094533.979567 + Penalty 5689.992792 = -17088843.986775
  nChanged 6
		SP:Iteration 24Q (44990.210000 sec): 3 clusters
  Score: Raw -17094538.492094 + Penalty 5689.992792 = -17088848.499302
  nChanged 4
		SP:Iteration 25Q (44991.080000 sec): 3 clusters
  Score: Raw -17094541.585826 + Penalty 5689.992792 = -17088851.593033
  nChanged 3
		SP:Iteration 26Q (44991.930000 sec): 3 clusters
  Score: Raw -17094543.979463 + Penalty 5689.992792 = -17088853.986671
  nChanged 8
		SP:Iteration 27Q (44992.770000 sec): 3 clusters
  Score: Raw -17094550.265094 + Penalty 5689.992792 = -17088860.272302
  nChanged 6
		SP:Iteration 28Q (44993.670000 sec): 3 clusters
  Score: Raw -17094553.701510 + Penalty 5689.992792 = -17088863.708718
  nChanged 1
		SP:Iteration 29Q (44994.540000 sec): 3 clusters
  Score: Raw -17094554.336239 + Penalty 5689.992792 = -17088864.343447
  nChanged 1
		SP:Iteration 30Q (44995.440000 sec): 3 clusters
  Score: Raw -17094555.125652 + Penalty 5689.992792 = -17088865.132860
  nChanged 2
		SP:Iteration 31Q (44996.300000 sec): 3 clusters
  Score: Raw -17094556.308230 + Penalty 5689.992792 = -17088866.315438
  nChanged 2
		SP:Iteration 32Q (44997.210000 sec): 3 clusters
  Score: Raw -17094557.235932 + Penalty 5689.992792 = -17088867.243140
  nChanged 2
		SP:Iteration 33Q (44998.070000 sec): 3 clusters
  Score: Raw -17094558.472834 + Penalty 5689.992792 = -17088868.480042
  nChanged 1
		SP:Iteration 34Q (44998.960000 sec): 3 clusters
  Score: Raw -17094558.709633 + Penalty 5689.992792 = -17088868.716841
  nChanged 0
		SP:Iteration 35F (44999.910000 sec): 3 clusters
  Score: Raw -17094558.709633 + Penalty 5689.992792 = -17088868.716841
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 17 (529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45000.000000 sec): 2 clusters
  Score: Raw -82554.524984 + Penalty 1555.205131 = -80999.319853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45000.150000 sec): 3 clusters
  Score: Raw -82538.468017 + Penalty 3110.410262 = -79428.057754
  nChanged 112
		SP:Iteration 1F (45000.310000 sec): 3 clusters
  Score: Raw -82732.639821 + Penalty 3110.410262 = -79622.229559
  nChanged 30
		SP:Iteration 2F (45000.470000 sec): 3 clusters
  Score: Raw -82799.624778 + Penalty 3110.410262 = -79689.214516
  nChanged 10
		SP:Iteration 3Q (45000.630000 sec): 3 clusters
  Score: Raw -82817.707036 + Penalty 3110.410262 = -79707.296773
  nChanged 5
		SP:Iteration 4Q (45000.790000 sec): 3 clusters
  Score: Raw -82827.247536 + Penalty 3110.410262 = -79716.837274
  nChanged 3
		SP:Iteration 5Q (45000.950000 sec): 3 clusters
  Score: Raw -82832.340562 + Penalty 3110.410262 = -79721.930300
  nChanged 3
		SP:Iteration 6Q (45001.110000 sec): 3 clusters
  Score: Raw -82836.540617 + Penalty 3110.410262 = -79726.130355
  nChanged 0
		SP:Iteration 7F (45001.270000 sec): 3 clusters
  Score: Raw -82836.540617 + Penalty 3110.410262 = -79726.130355
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 18 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45001.350000 sec): 2 clusters
  Score: Raw -34077.634947 + Penalty 1322.514261 = -32755.120686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45001.510000 sec): 3 clusters
  Score: Raw -34382.183036 + Penalty 2645.028521 = -31737.154515
  nChanged 18
		SP:Iteration 1F (45001.670000 sec): 3 clusters
  Score: Raw -34445.152239 + Penalty 2645.028521 = -31800.123717
  nChanged 5
		SP:Iteration 2Q (45001.830000 sec): 3 clusters
  Score: Raw -34466.272663 + Penalty 2645.028521 = -31821.244141
  nChanged 2
		SP:Iteration 3Q (45001.990000 sec): 3 clusters
  Score: Raw -34475.724561 + Penalty 2645.028521 = -31830.696039
  nChanged 1
		SP:Iteration 4Q (45002.190000 sec): 3 clusters
  Score: Raw -34478.114052 + Penalty 2645.028521 = -31833.085531
  nChanged 0
		SP:Iteration 5F (45002.350000 sec): 3 clusters
  Score: Raw -34478.114052 + Penalty 2645.028521 = -31833.085531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 19 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45002.420000 sec): 2 clusters
  Score: Raw -17968.201744 + Penalty 1165.719131 = -16802.482614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45002.580000 sec): 3 clusters
  Score: Raw -18348.701418 + Penalty 2331.438261 = -16017.263157
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 20 (479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45002.650000 sec): 2 clusters
  Score: Raw -79071.893783 + Penalty 1530.581748 = -77541.312035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45002.810000 sec): 3 clusters
  Score: Raw -79113.263589 + Penalty 3061.163496 = -76052.100092
  nChanged 78
		SP:Iteration 1F (45002.970000 sec): 3 clusters
  Score: Raw -79250.279989 + Penalty 3061.163496 = -76189.116493
  nChanged 20
		SP:Iteration 2Q (45003.130000 sec): 3 clusters
  Score: Raw -79294.231005 + Penalty 3061.163496 = -76233.067509
  nChanged 4
		SP:Iteration 3Q (45003.290000 sec): 3 clusters
  Score: Raw -79302.925415 + Penalty 3061.163496 = -76241.761919
  nChanged 2
		SP:Iteration 4Q (45003.450000 sec): 3 clusters
  Score: Raw -79308.441544 + Penalty 3061.163496 = -76247.278047
  nChanged 3
		SP:Iteration 5Q (45003.610000 sec): 3 clusters
  Score: Raw -79315.280639 + Penalty 3061.163496 = -76254.117143
  nChanged 0
		SP:Iteration 6F (45003.730000 sec): 3 clusters
  Score: Raw -79315.280639 + Penalty 3061.163496 = -76254.117143
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 21 (769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45003.810000 sec): 2 clusters
  Score: Raw -132279.316364 + Penalty 1647.982560 = -130631.333804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45003.970000 sec): 3 clusters
  Score: Raw -132141.789451 + Penalty 3295.965121 = -128845.824330
  nChanged 168
		SP:Iteration 1F (45004.130000 sec): 3 clusters
  Score: Raw -132349.899478 + Penalty 3295.965121 = -129053.934357
  nChanged 39
		SP:Iteration 2F (45004.290000 sec): 3 clusters
  Score: Raw -132407.136462 + Penalty 3295.965121 = -129111.171341
  nChanged 17
		SP:Iteration 3Q (45004.450000 sec): 3 clusters
  Score: Raw -132431.222106 + Penalty 3295.965121 = -129135.256986
  nChanged 11
		SP:Iteration 4Q (45004.610000 sec): 3 clusters
  Score: Raw -132446.938922 + Penalty 3295.965121 = -129150.973802
  nChanged 3
		SP:Iteration 5Q (45004.760000 sec): 3 clusters
  Score: Raw -132450.713397 + Penalty 3295.965121 = -129154.748276
  nChanged 2
		SP:Iteration 6Q (45004.920000 sec): 3 clusters
  Score: Raw -132455.612185 + Penalty 3295.965121 = -129159.647064
  nChanged 2
		SP:Iteration 7Q (45005.080000 sec): 3 clusters
  Score: Raw -132457.842707 + Penalty 3295.965121 = -129161.877586
  nChanged 3
		SP:Iteration 8Q (45005.240000 sec): 3 clusters
  Score: Raw -132463.107975 + Penalty 3295.965121 = -129167.142854
  nChanged 2
		SP:Iteration 9Q (45005.400000 sec): 3 clusters
  Score: Raw -132465.295044 + Penalty 3295.965121 = -129169.329923
  nChanged 3
		SP:Iteration 10Q (45005.560000 sec): 3 clusters
  Score: Raw -132471.351924 + Penalty 3295.965121 = -129175.386803
  nChanged 5
		SP:Iteration 11Q (45005.720000 sec): 3 clusters
  Score: Raw -132480.609247 + Penalty 3295.965121 = -129184.644126
  nChanged 7
		SP:Iteration 12Q (45005.880000 sec): 3 clusters
  Score: Raw -132490.290271 + Penalty 3295.965121 = -129194.325150
  nChanged 5
		SP:Iteration 13Q (45006.040000 sec): 3 clusters
  Score: Raw -132500.750024 + Penalty 3295.965121 = -129204.784903
  nChanged 4
		SP:Iteration 14Q (45006.200000 sec): 3 clusters
  Score: Raw -132509.994441 + Penalty 3295.965121 = -129214.029320
  nChanged 6
		SP:Iteration 15Q (45006.360000 sec): 3 clusters
  Score: Raw -132521.772211 + Penalty 3295.965121 = -129225.807090
  nChanged 4
		SP:Iteration 16Q (45006.520000 sec): 3 clusters
  Score: Raw -132526.122647 + Penalty 3295.965121 = -129230.157526
  nChanged 7
		SP:Iteration 17Q (45006.680000 sec): 3 clusters
  Score: Raw -132545.994271 + Penalty 3295.965121 = -129250.029150
  nChanged 5
		SP:Iteration 18Q (45006.840000 sec): 3 clusters
  Score: Raw -132555.573704 + Penalty 3295.965121 = -129259.608583
  nChanged 2
		SP:Iteration 19Q (45007.000000 sec): 3 clusters
  Score: Raw -132557.336561 + Penalty 3295.965121 = -129261.371440
  nChanged 0
		SP:Iteration 20F (45007.170000 sec): 3 clusters
  Score: Raw -132557.336561 + Penalty 3295.965121 = -129261.371440
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 22 (211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45007.250000 sec): 2 clusters
  Score: Raw -21270.480461 + Penalty 1327.260817 = -19943.219644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45007.420000 sec): 3 clusters
  Score: Raw -21593.154680 + Penalty 2654.521634 = -18938.633046
  nChanged 27
		SP:Iteration 1F (45007.580000 sec): 3 clusters
  Score: Raw -21674.212434 + Penalty 2654.521634 = -19019.690800
  nChanged 7
		SP:Iteration 2Q (45007.760000 sec): 3 clusters
  Score: Raw -21708.781374 + Penalty 2654.521634 = -19054.259740
  nChanged 3
		SP:Iteration 3Q (45007.930000 sec): 3 clusters
  Score: Raw -21720.956163 + Penalty 2654.521634 = -19066.434529
  nChanged 0
		SP:Iteration 4F (45008.110000 sec): 3 clusters
  Score: Raw -21720.956163 + Penalty 2654.521634 = -19066.434529
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 23 (758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45008.200000 sec): 2 clusters
  Score: Raw -134389.065357 + Penalty 1644.409480 = -132744.655877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45008.370000 sec): 3 clusters
  Score: Raw -134286.495784 + Penalty 3288.818959 = -130997.676825
  nChanged 151
		SP:Iteration 1F (45008.470000 sec): 3 clusters
  Score: Raw -134501.474175 + Penalty 3288.818959 = -131212.655216
  nChanged 46
		SP:Iteration 2F (45008.480000 sec): 3 clusters
  Score: Raw -134576.871539 + Penalty 3288.818959 = -131288.052580
  nChanged 24
		SP:Iteration 3Q (45008.500000 sec): 3 clusters
  Score: Raw -134617.545817 + Penalty 3288.818959 = -131328.726858
  nChanged 13
		SP:Iteration 4Q (45008.530000 sec): 3 clusters
  Score: Raw -134635.748343 + Penalty 3288.818959 = -131346.929384
  nChanged 9
		SP:Iteration 5Q (45008.550000 sec): 3 clusters
  Score: Raw -134653.889571 + Penalty 3288.818959 = -131365.070612
  nChanged 9
		SP:Iteration 6Q (45008.580000 sec): 3 clusters
  Score: Raw -134668.756898 + Penalty 3288.818959 = -131379.937939
  nChanged 4
		SP:Iteration 7Q (45008.600000 sec): 3 clusters
  Score: Raw -134675.450838 + Penalty 3288.818959 = -131386.631879
  nChanged 1
		SP:Iteration 8Q (45008.620000 sec): 3 clusters
  Score: Raw -134676.475501 + Penalty 3288.818959 = -131387.656542
  nChanged 1
		SP:Iteration 9Q (45008.650000 sec): 3 clusters
  Score: Raw -134680.430765 + Penalty 3288.818959 = -131391.611805
  nChanged 1
		SP:Iteration 10Q (45008.670000 sec): 3 clusters
  Score: Raw -134684.705023 + Penalty 3288.818959 = -131395.886063
  nChanged 3
		SP:Iteration 11Q (45008.690000 sec): 3 clusters
  Score: Raw -134689.305654 + Penalty 3288.818959 = -131400.486695
  nChanged 0
		SP:Iteration 12F (45008.710000 sec): 3 clusters
  Score: Raw -134689.305654 + Penalty 3288.818959 = -131400.486695
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 24 (1543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45008.770000 sec): 2 clusters
  Score: Raw -267970.568436 + Penalty 1820.687995 = -266149.880441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45008.810000 sec): 3 clusters
  Score: Raw -267490.075017 + Penalty 3641.375991 = -263848.699026
  nChanged 475
		SP:Iteration 1F (45008.850000 sec): 3 clusters
  Score: Raw -267920.454224 + Penalty 3641.375991 = -264279.078233
  nChanged 123
		SP:Iteration 2F (45008.890000 sec): 3 clusters
  Score: Raw -268027.945944 + Penalty 3641.375991 = -264386.569953
  nChanged 47
		SP:Iteration 3Q (45008.930000 sec): 3 clusters
  Score: Raw -268076.022031 + Penalty 3641.375991 = -264434.646040
  nChanged 32
		SP:Iteration 4Q (45008.970000 sec): 3 clusters
  Score: Raw -268105.115975 + Penalty 3641.375991 = -264463.739984
  nChanged 26
		SP:Iteration 5Q (45009.010000 sec): 3 clusters
  Score: Raw -268137.172320 + Penalty 3641.375991 = -264495.796329
  nChanged 29
		SP:Iteration 6Q (45009.050000 sec): 3 clusters
  Score: Raw -268166.789020 + Penalty 3641.375991 = -264525.413030
  nChanged 15
		SP:Iteration 7Q (45009.090000 sec): 3 clusters
  Score: Raw -268181.699013 + Penalty 3641.375991 = -264540.323022
  nChanged 19
		SP:Iteration 8Q (45009.130000 sec): 3 clusters
  Score: Raw -268208.002776 + Penalty 3641.375991 = -264566.626785
  nChanged 26
		SP:Iteration 9Q (45009.170000 sec): 3 clusters
  Score: Raw -268239.415221 + Penalty 3641.375991 = -264598.039231
  nChanged 31
		SP:Iteration 10Q (45009.210000 sec): 3 clusters
  Score: Raw -268272.740259 + Penalty 3641.375991 = -264631.364268
  nChanged 29
		SP:Iteration 11Q (45009.250000 sec): 3 clusters
  Score: Raw -268316.228758 + Penalty 3641.375991 = -264674.852767
  nChanged 31
		SP:Iteration 12Q (45009.290000 sec): 3 clusters
  Score: Raw -268349.739815 + Penalty 3641.375991 = -264708.363825
  nChanged 28
		SP:Iteration 13Q (45009.330000 sec): 3 clusters
  Score: Raw -268386.935988 + Penalty 3641.375991 = -264745.559997
  nChanged 32
		SP:Iteration 14Q (45009.370000 sec): 3 clusters
  Score: Raw -268428.393874 + Penalty 3641.375991 = -264787.017884
  nChanged 34
		SP:Iteration 15Q (45009.410000 sec): 3 clusters
  Score: Raw -268472.280228 + Penalty 3641.375991 = -264830.904237
  nChanged 32
		SP:Iteration 16Q (45009.450000 sec): 3 clusters
  Score: Raw -268529.743740 + Penalty 3641.375991 = -264888.367750
  nChanged 38
		SP:Iteration 17Q (45009.490000 sec): 3 clusters
  Score: Raw -268584.873371 + Penalty 3641.375991 = -264943.497381
  nChanged 37
		SP:Iteration 18Q (45009.520000 sec): 3 clusters
  Score: Raw -268650.394912 + Penalty 3641.375991 = -265009.018921
  nChanged 42
		SP:Iteration 19Q (45009.560000 sec): 3 clusters
  Score: Raw -268711.596229 + Penalty 3641.375991 = -265070.220238
  nChanged 30
		SP:Iteration 20F (45009.600000 sec): 3 clusters
  Score: Raw -268743.035603 + Penalty 3641.375991 = -265101.659612
  nChanged 21
		SP:Iteration 21Q (45009.640000 sec): 3 clusters
  Score: Raw -268765.560067 + Penalty 3641.375991 = -265124.184076
  nChanged 16
		SP:Iteration 22Q (45009.680000 sec): 3 clusters
  Score: Raw -268781.658368 + Penalty 3641.375991 = -265140.282377
  nChanged 13
		SP:Iteration 23Q (45009.720000 sec): 3 clusters
  Score: Raw -268793.974234 + Penalty 3641.375991 = -265152.598243
  nChanged 9
		SP:Iteration 24Q (45009.760000 sec): 3 clusters
  Score: Raw -268805.136211 + Penalty 3641.375991 = -265163.760220
  nChanged 5
		SP:Iteration 25Q (45009.800000 sec): 3 clusters
  Score: Raw -268809.225885 + Penalty 3641.375991 = -265167.849894
  nChanged 3
		SP:Iteration 26Q (45009.840000 sec): 3 clusters
  Score: Raw -268812.396986 + Penalty 3641.375991 = -265171.020995
  nChanged 5
		SP:Iteration 27Q (45009.880000 sec): 3 clusters
  Score: Raw -268817.789816 + Penalty 3641.375991 = -265176.413826
  nChanged 3
		SP:Iteration 28Q (45009.920000 sec): 3 clusters
  Score: Raw -268819.473226 + Penalty 3641.375991 = -265178.097235
  nChanged 1
		SP:Iteration 29Q (45009.960000 sec): 3 clusters
  Score: Raw -268820.047225 + Penalty 3641.375991 = -265178.671235
  nChanged 3
		SP:Iteration 30Q (45009.990000 sec): 3 clusters
  Score: Raw -268821.932342 + Penalty 3641.375991 = -265180.556351
  nChanged 0
		SP:Iteration 31F (45010.030000 sec): 3 clusters
  Score: Raw -268821.932342 + Penalty 3641.375991 = -265180.556351
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 25 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45010.070000 sec): 2 clusters
  Score: Raw -59902.804242 + Penalty 1487.736267 = -58415.067975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45010.090000 sec): 3 clusters
  Score: Raw -59978.100143 + Penalty 2975.472535 = -57002.627608
  nChanged 50
		SP:Iteration 1F (45010.110000 sec): 3 clusters
  Score: Raw -60120.518867 + Penalty 2975.472535 = -57145.046332
  nChanged 26
		SP:Iteration 2F (45010.120000 sec): 3 clusters
  Score: Raw -60238.553753 + Penalty 2975.472535 = -57263.081218
  nChanged 14
		SP:Iteration 3Q (45010.140000 sec): 3 clusters
  Score: Raw -60300.490158 + Penalty 2975.472535 = -57325.017623
  nChanged 14
		SP:Iteration 4Q (45010.150000 sec): 3 clusters
  Score: Raw -60345.850683 + Penalty 2975.472535 = -57370.378148
  nChanged 12
		SP:Iteration 5Q (45010.170000 sec): 3 clusters
  Score: Raw -60384.514130 + Penalty 2975.472535 = -57409.041595
  nChanged 6
		SP:Iteration 6Q (45010.180000 sec): 3 clusters
  Score: Raw -60416.154319 + Penalty 2975.472535 = -57440.681784
  nChanged 8
		SP:Iteration 7Q (45010.190000 sec): 3 clusters
  Score: Raw -60455.983993 + Penalty 2975.472535 = -57480.511458
  nChanged 11
		SP:Iteration 8Q (45010.210000 sec): 3 clusters
  Score: Raw -60558.801940 + Penalty 2975.472535 = -57583.329405
  nChanged 14
		SP:Iteration 9Q (45010.220000 sec): 3 clusters
  Score: Raw -60688.031728 + Penalty 2975.472535 = -57712.559193
  nChanged 10
		SP:Iteration 10Q (45010.240000 sec): 3 clusters
  Score: Raw -60718.626602 + Penalty 2975.472535 = -57743.154068
  nChanged 7
		SP:Iteration 11Q (45010.250000 sec): 3 clusters
  Score: Raw -60745.191168 + Penalty 2975.472535 = -57769.718633
  nChanged 3
		SP:Iteration 12Q (45010.270000 sec): 3 clusters
  Score: Raw -60757.673976 + Penalty 2975.472535 = -57782.201441
  nChanged 3
		SP:Iteration 13Q (45010.280000 sec): 3 clusters
  Score: Raw -60775.406542 + Penalty 2975.472535 = -57799.934007
  nChanged 2
		SP:Iteration 14Q (45010.300000 sec): 3 clusters
  Score: Raw -60783.527621 + Penalty 2975.472535 = -57808.055086
  nChanged 1
		SP:Iteration 15Q (45010.310000 sec): 3 clusters
  Score: Raw -60805.568756 + Penalty 2975.472535 = -57830.096222
  nChanged 1
		SP:Iteration 16Q (45010.330000 sec): 3 clusters
  Score: Raw -60807.962020 + Penalty 2975.472535 = -57832.489485
  nChanged 0
		SP:Iteration 17F (45010.350000 sec): 3 clusters
  Score: Raw -60807.962020 + Penalty 2975.472535 = -57832.489485
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 26 (1124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45010.390000 sec): 2 clusters
  Score: Raw -185637.529760 + Penalty 1742.112960 = -183895.416800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45010.430000 sec): 3 clusters
  Score: Raw -185348.486705 + Penalty 3484.225919 = -181864.260786
  nChanged 332
		SP:Iteration 1F (45010.450000 sec): 3 clusters
  Score: Raw -185703.338945 + Penalty 3484.225919 = -182219.113026
  nChanged 74
		SP:Iteration 2F (45010.490000 sec): 3 clusters
  Score: Raw -185800.146250 + Penalty 3484.225919 = -182315.920331
  nChanged 35
		SP:Iteration 3Q (45010.520000 sec): 3 clusters
  Score: Raw -185849.156813 + Penalty 3484.225919 = -182364.930894
  nChanged 24
		SP:Iteration 4Q (45010.550000 sec): 3 clusters
  Score: Raw -185876.918832 + Penalty 3484.225919 = -182392.692913
  nChanged 15
		SP:Iteration 5Q (45010.580000 sec): 3 clusters
  Score: Raw -185898.615114 + Penalty 3484.225919 = -182414.389195
  nChanged 12
		SP:Iteration 6Q (45010.610000 sec): 3 clusters
  Score: Raw -185922.597627 + Penalty 3484.225919 = -182438.371708
  nChanged 9
		SP:Iteration 7Q (45010.640000 sec): 3 clusters
  Score: Raw -185942.524598 + Penalty 3484.225919 = -182458.298679
  nChanged 18
		SP:Iteration 8Q (45010.670000 sec): 3 clusters
  Score: Raw -185973.715646 + Penalty 3484.225919 = -182489.489727
  nChanged 19
		SP:Iteration 9Q (45010.710000 sec): 3 clusters
  Score: Raw -186017.059692 + Penalty 3484.225919 = -182532.833773
  nChanged 14
		SP:Iteration 10Q (45010.740000 sec): 3 clusters
  Score: Raw -186039.544599 + Penalty 3484.225919 = -182555.318680
  nChanged 15
		SP:Iteration 11Q (45010.770000 sec): 3 clusters
  Score: Raw -186063.155138 + Penalty 3484.225919 = -182578.929218
  nChanged 18
		SP:Iteration 12Q (45010.800000 sec): 3 clusters
  Score: Raw -186094.372602 + Penalty 3484.225919 = -182610.146683
  nChanged 16
		SP:Iteration 13Q (45010.830000 sec): 3 clusters
  Score: Raw -186118.510235 + Penalty 3484.225919 = -182634.284316
  nChanged 24
		SP:Iteration 14Q (45010.860000 sec): 3 clusters
  Score: Raw -186161.169085 + Penalty 3484.225919 = -182676.943166
  nChanged 23
		SP:Iteration 15Q (45010.890000 sec): 3 clusters
  Score: Raw -186194.507537 + Penalty 3484.225919 = -182710.281618
  nChanged 20
		SP:Iteration 16Q (45010.930000 sec): 3 clusters
  Score: Raw -186224.494446 + Penalty 3484.225919 = -182740.268527
  nChanged 14
		SP:Iteration 17Q (45010.950000 sec): 3 clusters
  Score: Raw -186251.334083 + Penalty 3484.225919 = -182767.108164
  nChanged 20
		SP:Iteration 18Q (45010.990000 sec): 3 clusters
  Score: Raw -186277.765018 + Penalty 3484.225919 = -182793.539099
  nChanged 13
		SP:Iteration 19Q (45011.020000 sec): 3 clusters
  Score: Raw -186301.711005 + Penalty 3484.225919 = -182817.485086
  nChanged 19
		SP:Iteration 20F (45011.050000 sec): 3 clusters
  Score: Raw -186337.918373 + Penalty 3484.225919 = -182853.692454
  nChanged 17
		SP:Iteration 21Q (45011.080000 sec): 3 clusters
  Score: Raw -186374.348104 + Penalty 3484.225919 = -182890.122185
  nChanged 14
		SP:Iteration 22Q (45011.110000 sec): 3 clusters
  Score: Raw -186412.157717 + Penalty 3484.225919 = -182927.931798
  nChanged 20
		SP:Iteration 23Q (45011.140000 sec): 3 clusters
  Score: Raw -186452.786363 + Penalty 3484.225919 = -182968.560444
  nChanged 17
		SP:Iteration 24Q (45011.170000 sec): 3 clusters
  Score: Raw -186481.956793 + Penalty 3484.225919 = -182997.730874
  nChanged 16
		SP:Iteration 25Q (45011.210000 sec): 3 clusters
  Score: Raw -186506.039710 + Penalty 3484.225919 = -183021.813791
  nChanged 13
		SP:Iteration 26Q (45011.240000 sec): 3 clusters
  Score: Raw -186536.997822 + Penalty 3484.225919 = -183052.771902
  nChanged 17
		SP:Iteration 27Q (45011.270000 sec): 3 clusters
  Score: Raw -186573.915280 + Penalty 3484.225919 = -183089.689361
  nChanged 18
		SP:Iteration 28Q (45011.300000 sec): 3 clusters
  Score: Raw -186604.441848 + Penalty 3484.225919 = -183120.215929
  nChanged 12
		SP:Iteration 29Q (45011.330000 sec): 3 clusters
  Score: Raw -186624.276721 + Penalty 3484.225919 = -183140.050802
  nChanged 9
		SP:Iteration 30Q (45011.360000 sec): 3 clusters
  Score: Raw -186638.858498 + Penalty 3484.225919 = -183154.632579
  nChanged 4
		SP:Iteration 31Q (45011.390000 sec): 3 clusters
  Score: Raw -186646.615824 + Penalty 3484.225919 = -183162.389905
  nChanged 5
		SP:Iteration 32Q (45011.420000 sec): 3 clusters
  Score: Raw -186653.871592 + Penalty 3484.225919 = -183169.645673
  nChanged 2
		SP:Iteration 33Q (45011.450000 sec): 3 clusters
  Score: Raw -186657.289697 + Penalty 3484.225919 = -183173.063778
  nChanged 2
		SP:Iteration 34Q (45011.490000 sec): 3 clusters
  Score: Raw -186660.067915 + Penalty 3484.225919 = -183175.841995
  nChanged 0
		SP:Iteration 35F (45011.520000 sec): 3 clusters
  Score: Raw -186660.067915 + Penalty 3484.225919 = -183175.841995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 27 (99708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45012.190000 sec): 2 clusters
  Score: Raw -19107947.233807 + Penalty 2854.480296 = -19105092.753511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45013.210000 sec): 3 clusters
  Score: Raw -19043929.485669 + Penalty 5708.960592 = -19038220.525077
  nChanged 47191
		SP:Iteration 1F (45014.160000 sec): 3 clusters
  Score: Raw -19071098.214099 + Penalty 5708.960592 = -19065389.253507
  nChanged 3350
		SP:Iteration 2Q (45015.280000 sec): 3 clusters
  Score: Raw -19072099.010544 + Penalty 5708.960592 = -19066390.049952
  nChanged 3647
		SP:Iteration 3Q (45016.420000 sec): 3 clusters
  Score: Raw -19073496.510978 + Penalty 5708.960592 = -19067787.550386
  nChanged 4207
		SP:Iteration 4Q (45017.530000 sec): 3 clusters
  Score: Raw -19075427.330489 + Penalty 5708.960592 = -19069718.369897
  nChanged 4702
		SP:Iteration 5Q (45018.640000 sec): 3 clusters
  Score: Raw -19077940.408002 + Penalty 5708.960592 = -19072231.447410
  nChanged 5345
		SP:Iteration 6F (45019.660000 sec): 3 clusters
  Score: Raw -19081052.915243 + Penalty 5708.960592 = -19075343.954651
  nChanged 5635
		SP:Iteration 7F (45020.730000 sec): 3 clusters
  Score: Raw -19084679.152548 + Penalty 5708.960592 = -19078970.191956
  nChanged 5706
		SP:Iteration 8F (45021.760000 sec): 3 clusters
  Score: Raw -19088495.511276 + Penalty 5708.960592 = -19082786.550684
  nChanged 5322
		SP:Iteration 9F (45022.830000 sec): 3 clusters
  Score: Raw -19091936.810296 + Penalty 5708.960592 = -19086227.849704
  nChanged 4776
		SP:Iteration 10Q (45023.910000 sec): 3 clusters
  Score: Raw -19094971.145240 + Penalty 5708.960592 = -19089262.184648
  nChanged 4323
		SP:Iteration 11Q (45024.990000 sec): 3 clusters
  Score: Raw -19097701.325239 + Penalty 5708.960592 = -19091992.364647
  nChanged 3903
		SP:Iteration 12Q (45026.040000 sec): 3 clusters
  Score: Raw -19100190.470312 + Penalty 5708.960592 = -19094481.509721
  nChanged 3544
		SP:Iteration 13Q (45027.090000 sec): 3 clusters
  Score: Raw -19102398.479506 + Penalty 5708.960592 = -19096689.518914
  nChanged 3039
		SP:Iteration 14Q (45028.080000 sec): 3 clusters
  Score: Raw -19104241.036241 + Penalty 5708.960592 = -19098532.075649
  nChanged 2499
		SP:Iteration 15Q (45029.120000 sec): 3 clusters
  Score: Raw -19105609.411729 + Penalty 5708.960592 = -19099900.451137
  nChanged 1973
		SP:Iteration 16Q (45030.130000 sec): 3 clusters
  Score: Raw -19106607.820259 + Penalty 5708.960592 = -19100898.859668
  nChanged 1526
		SP:Iteration 17Q (45031.120000 sec): 3 clusters
  Score: Raw -19107315.598036 + Penalty 5708.960592 = -19101606.637445
  nChanged 1097
		SP:Iteration 18Q (45032.170000 sec): 3 clusters
  Score: Raw -19107769.088848 + Penalty 5708.960592 = -19102060.128256
  nChanged 795
		SP:Iteration 19Q (45033.170000 sec): 3 clusters
  Score: Raw -19108069.441795 + Penalty 5708.960592 = -19102360.481203
  nChanged 583
		SP:Iteration 20F (45034.210000 sec): 3 clusters
  Score: Raw -19108266.073053 + Penalty 5708.960592 = -19102557.112461
  nChanged 429
		SP:Iteration 21Q (45035.110000 sec): 3 clusters
  Score: Raw -19108401.128971 + Penalty 5708.960592 = -19102692.168379
  nChanged 345
		SP:Iteration 22Q (45036.020000 sec): 3 clusters
  Score: Raw -19108503.409480 + Penalty 5708.960592 = -19102794.448888
  nChanged 269
		SP:Iteration 23Q (45036.940000 sec): 3 clusters
  Score: Raw -19108576.694580 + Penalty 5708.960592 = -19102867.733988
  nChanged 214
		SP:Iteration 24Q (45037.840000 sec): 3 clusters
  Score: Raw -19108636.898638 + Penalty 5708.960592 = -19102927.938046
  nChanged 182
		SP:Iteration 25Q (45038.850000 sec): 3 clusters
  Score: Raw -19108685.706110 + Penalty 5708.960592 = -19102976.745518
  nChanged 157
		SP:Iteration 26Q (45039.840000 sec): 3 clusters
  Score: Raw -19108725.758273 + Penalty 5708.960592 = -19103016.797681
  nChanged 125
		SP:Iteration 27Q (45040.730000 sec): 3 clusters
  Score: Raw -19108753.453622 + Penalty 5708.960592 = -19103044.493030
  nChanged 101
		SP:Iteration 28Q (45041.640000 sec): 3 clusters
  Score: Raw -19108777.906175 + Penalty 5708.960592 = -19103068.945583
  nChanged 94
		SP:Iteration 29Q (45042.540000 sec): 3 clusters
  Score: Raw -19108801.638632 + Penalty 5708.960592 = -19103092.678040
  nChanged 78
		SP:Iteration 30Q (45043.410000 sec): 3 clusters
  Score: Raw -19108820.327018 + Penalty 5708.960592 = -19103111.366426
  nChanged 57
		SP:Iteration 31Q (45044.310000 sec): 3 clusters
  Score: Raw -19108835.123492 + Penalty 5708.960592 = -19103126.162900
  nChanged 58
		SP:Iteration 32Q (45045.180000 sec): 3 clusters
  Score: Raw -19108846.180515 + Penalty 5708.960592 = -19103137.219923
  nChanged 34
		SP:Iteration 33Q (45046.130000 sec): 3 clusters
  Score: Raw -19108852.749135 + Penalty 5708.960592 = -19103143.788543
  nChanged 31
		SP:Iteration 34Q (45047.070000 sec): 3 clusters
  Score: Raw -19108858.643969 + Penalty 5708.960592 = -19103149.683377
  nChanged 30
		SP:Iteration 35Q (45048.020000 sec): 3 clusters
  Score: Raw -19108865.233505 + Penalty 5708.960592 = -19103156.272913
  nChanged 30
		SP:Iteration 36Q (45048.920000 sec): 3 clusters
  Score: Raw -19108871.018358 + Penalty 5708.960592 = -19103162.057766
  nChanged 26
		SP:Iteration 37Q (45049.820000 sec): 3 clusters
  Score: Raw -19108876.494349 + Penalty 5708.960592 = -19103167.533757
  nChanged 24
		SP:Iteration 38Q (45050.700000 sec): 3 clusters
  Score: Raw -19108880.168482 + Penalty 5708.960592 = -19103171.207890
  nChanged 23
		SP:Iteration 39Q (45051.610000 sec): 3 clusters
  Score: Raw -19108883.890495 + Penalty 5708.960592 = -19103174.929904
  nChanged 17
		SP:Iteration 40F (45052.600000 sec): 3 clusters
  Score: Raw -19108886.768941 + Penalty 5708.960592 = -19103177.808349
  nChanged 22
		SP:Iteration 41Q (45053.440000 sec): 3 clusters
  Score: Raw -19108891.102141 + Penalty 5708.960592 = -19103182.141549
  nChanged 26
		SP:Iteration 42Q (45054.310000 sec): 3 clusters
  Score: Raw -19108896.631890 + Penalty 5708.960592 = -19103187.671298
  nChanged 26
		SP:Iteration 43Q (45055.300000 sec): 3 clusters
  Score: Raw -19108900.940996 + Penalty 5708.960592 = -19103191.980404
  nChanged 15
		SP:Iteration 44Q (45056.250000 sec): 3 clusters
  Score: Raw -19108904.003929 + Penalty 5708.960592 = -19103195.043337
  nChanged 20
		SP:Iteration 45Q (45057.170000 sec): 3 clusters
  Score: Raw -19108907.550125 + Penalty 5708.960592 = -19103198.589533
  nChanged 13
		SP:Iteration 46Q (45058.080000 sec): 3 clusters
  Score: Raw -19108909.667920 + Penalty 5708.960592 = -19103200.707328
  nChanged 15
		SP:Iteration 47Q (45058.990000 sec): 3 clusters
  Score: Raw -19108912.041193 + Penalty 5708.960592 = -19103203.080601
  nChanged 10
		SP:Iteration 48Q (45059.820000 sec): 3 clusters
  Score: Raw -19108913.821401 + Penalty 5708.960592 = -19103204.860809
  nChanged 5
		SP:Iteration 49Q (45060.650000 sec): 3 clusters
  Score: Raw -19108914.663091 + Penalty 5708.960592 = -19103205.702499
  nChanged 5
		SP:Iteration 50Q (45061.560000 sec): 3 clusters
  Score: Raw -19108915.341271 + Penalty 5708.960592 = -19103206.380679
  nChanged 6
		SP:Iteration 51Q (45062.460000 sec): 3 clusters
  Score: Raw -19108916.155703 + Penalty 5708.960592 = -19103207.195111
  nChanged 3
		SP:Iteration 52Q (45063.370000 sec): 3 clusters
  Score: Raw -19108916.616198 + Penalty 5708.960592 = -19103207.655606
  nChanged 2
		SP:Iteration 53Q (45064.270000 sec): 3 clusters
  Score: Raw -19108916.926706 + Penalty 5708.960592 = -19103207.966114
  nChanged 5
		SP:Iteration 54Q (45065.180000 sec): 3 clusters
  Score: Raw -19108917.686946 + Penalty 5708.960592 = -19103208.726354
  nChanged 4
		SP:Iteration 55Q (45066.040000 sec): 3 clusters
  Score: Raw -19108918.318003 + Penalty 5708.960592 = -19103209.357411
  nChanged 6
		SP:Iteration 56Q (45066.960000 sec): 3 clusters
  Score: Raw -19108919.192417 + Penalty 5708.960592 = -19103210.231825
  nChanged 4
		SP:Iteration 57Q (45067.830000 sec): 3 clusters
  Score: Raw -19108919.725124 + Penalty 5708.960592 = -19103210.764532
  nChanged 3
		SP:Iteration 58Q (45068.710000 sec): 3 clusters
  Score: Raw -19108920.148428 + Penalty 5708.960592 = -19103211.187836
  nChanged 5
		SP:Iteration 59Q (45069.630000 sec): 3 clusters
  Score: Raw -19108920.925543 + Penalty 5708.960592 = -19103211.964951
  nChanged 5
		SP:Iteration 60F (45070.590000 sec): 3 clusters
  Score: Raw -19108921.765972 + Penalty 5708.960592 = -19103212.805380
  nChanged 6
		SP:Iteration 61Q (45071.470000 sec): 3 clusters
  Score: Raw -19108922.734330 + Penalty 5708.960592 = -19103213.773738
  nChanged 5
		SP:Iteration 62Q (45072.400000 sec): 3 clusters
  Score: Raw -19108923.644366 + Penalty 5708.960592 = -19103214.683774
  nChanged 6
		SP:Iteration 63Q (45073.280000 sec): 3 clusters
  Score: Raw -19108924.550467 + Penalty 5708.960592 = -19103215.589875
  nChanged 3
		SP:Iteration 64Q (45074.200000 sec): 3 clusters
  Score: Raw -19108925.139537 + Penalty 5708.960592 = -19103216.178945
  nChanged 5
		SP:Iteration 65Q (45075.080000 sec): 3 clusters
  Score: Raw -19108925.923894 + Penalty 5708.960592 = -19103216.963302
  nChanged 1
		SP:Iteration 66Q (45076.000000 sec): 3 clusters
  Score: Raw -19108926.099282 + Penalty 5708.960592 = -19103217.138690
  nChanged 3
		SP:Iteration 67Q (45076.880000 sec): 3 clusters
  Score: Raw -19108926.545101 + Penalty 5708.960592 = -19103217.584509
  nChanged 4
		SP:Iteration 68Q (45077.800000 sec): 3 clusters
  Score: Raw -19108927.144774 + Penalty 5708.960592 = -19103218.184182
  nChanged 2
		SP:Iteration 69Q (45078.690000 sec): 3 clusters
  Score: Raw -19108927.420319 + Penalty 5708.960592 = -19103218.459727
  nChanged 2
		SP:Iteration 70Q (45079.610000 sec): 3 clusters
  Score: Raw -19108927.716015 + Penalty 5708.960592 = -19103218.755423
  nChanged 2
		SP:Iteration 71Q (45080.420000 sec): 3 clusters
  Score: Raw -19108928.052387 + Penalty 5708.960592 = -19103219.091795
  nChanged 5
		SP:Iteration 72Q (45081.260000 sec): 3 clusters
  Score: Raw -19108928.858996 + Penalty 5708.960592 = -19103219.898404
  nChanged 3
		SP:Iteration 73Q (45082.140000 sec): 3 clusters
  Score: Raw -19108929.486966 + Penalty 5708.960592 = -19103220.526374
  nChanged 3
		SP:Iteration 74Q (45083.030000 sec): 3 clusters
  Score: Raw -19108929.902757 + Penalty 5708.960592 = -19103220.942165
  nChanged 2
		SP:Iteration 75Q (45084.020000 sec): 3 clusters
  Score: Raw -19108930.132356 + Penalty 5708.960592 = -19103221.171765
  nChanged 0
		SP:Iteration 76F (45085.040000 sec): 3 clusters
  Score: Raw -19108930.132356 + Penalty 5708.960592 = -19103221.171765
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 28 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45085.110000 sec): 2 clusters
  Score: Raw -50539.404958 + Penalty 1414.538054 = -49124.866905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45085.290000 sec): 3 clusters
  Score: Raw -50649.864931 + Penalty 2829.076107 = -47820.788824
  nChanged 23
		SP:Iteration 1F (45085.460000 sec): 3 clusters
  Score: Raw -50721.532988 + Penalty 2829.076107 = -47892.456881
  nChanged 9
		SP:Iteration 2Q (45085.640000 sec): 3 clusters
  Score: Raw -50759.421866 + Penalty 2829.076107 = -47930.345759
  nChanged 5
		SP:Iteration 3Q (45085.810000 sec): 3 clusters
  Score: Raw -50775.311313 + Penalty 2829.076107 = -47946.235205
  nChanged 2
		SP:Iteration 4Q (45085.990000 sec): 3 clusters
  Score: Raw -50784.155753 + Penalty 2829.076107 = -47955.079646
  nChanged 3
		SP:Iteration 5Q (45086.160000 sec): 3 clusters
  Score: Raw -50801.480149 + Penalty 2829.076107 = -47972.404041
  nChanged 2
		SP:Iteration 6Q (45086.340000 sec): 3 clusters
  Score: Raw -50808.183012 + Penalty 2829.076107 = -47979.106905
  nChanged 0
		SP:Iteration 7F (45086.520000 sec): 3 clusters
  Score: Raw -50808.183012 + Penalty 2829.076107 = -47979.106905
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 29 (178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45086.600000 sec): 2 clusters
  Score: Raw -27062.348363 + Penalty 1285.082320 = -25777.266042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45086.780000 sec): 3 clusters
  Score: Raw -27290.112073 + Penalty 2570.164641 = -24719.947432
  nChanged 14
		SP:Iteration 1F (45086.960000 sec): 3 clusters
  Score: Raw -27367.572299 + Penalty 2570.164641 = -24797.407658
  nChanged 6
		SP:Iteration 2Q (45087.130000 sec): 3 clusters
  Score: Raw -27412.662513 + Penalty 2570.164641 = -24842.497872
  nChanged 1
		SP:Iteration 3Q (45087.310000 sec): 3 clusters
  Score: Raw -27419.385635 + Penalty 2570.164641 = -24849.220994
  nChanged 2
		SP:Iteration 4Q (45087.480000 sec): 3 clusters
  Score: Raw -27428.794870 + Penalty 2570.164641 = -24858.630229
  nChanged 0
		SP:Iteration 5F (45087.660000 sec): 3 clusters
  Score: Raw -27428.794870 + Penalty 2570.164641 = -24858.630229
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 30 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45087.750000 sec): 2 clusters
  Score: Raw -47898.940525 + Penalty 1405.273819 = -46493.666706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45087.920000 sec): 3 clusters
  Score: Raw -48007.966328 + Penalty 2810.547637 = -45197.418691
  nChanged 29
		SP:Iteration 1F (45088.100000 sec): 3 clusters
  Score: Raw -48103.234105 + Penalty 2810.547637 = -45292.686467
  nChanged 6
		SP:Iteration 2Q (45088.280000 sec): 3 clusters
  Score: Raw -48126.398019 + Penalty 2810.547637 = -45315.850382
  nChanged 6
		SP:Iteration 3Q (45088.450000 sec): 3 clusters
  Score: Raw -48152.385400 + Penalty 2810.547637 = -45341.837763
  nChanged 5
		SP:Iteration 4Q (45088.630000 sec): 3 clusters
  Score: Raw -48171.431247 + Penalty 2810.547637 = -45360.883610
  nChanged 2
		SP:Iteration 5Q (45088.800000 sec): 3 clusters
  Score: Raw -48177.096642 + Penalty 2810.547637 = -45366.549004
  nChanged 1
		SP:Iteration 6Q (45088.980000 sec): 3 clusters
  Score: Raw -48178.677488 + Penalty 2810.547637 = -45368.129851
  nChanged 2
		SP:Iteration 7Q (45089.160000 sec): 3 clusters
  Score: Raw -48185.020185 + Penalty 2810.547637 = -45374.472547
  nChanged 0
		SP:Iteration 8F (45089.330000 sec): 3 clusters
  Score: Raw -48185.020185 + Penalty 2810.547637 = -45374.472547
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 31 (519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45089.410000 sec): 2 clusters
  Score: Raw -84736.710329 + Penalty 1550.472163 = -83186.238166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45089.570000 sec): 3 clusters
  Score: Raw -84789.801785 + Penalty 3100.944326 = -81688.857459
  nChanged 98
		SP:Iteration 1F (45089.740000 sec): 3 clusters
  Score: Raw -84955.002223 + Penalty 3100.944326 = -81854.057897
  nChanged 29
		SP:Iteration 2F (45089.900000 sec): 3 clusters
  Score: Raw -85030.285439 + Penalty 3100.944326 = -81929.341113
  nChanged 22
		SP:Iteration 3Q (45090.060000 sec): 3 clusters
  Score: Raw -85078.408555 + Penalty 3100.944326 = -81977.464229
  nChanged 16
		SP:Iteration 4Q (45090.220000 sec): 3 clusters
  Score: Raw -85120.988843 + Penalty 3100.944326 = -82020.044517
  nChanged 10
		SP:Iteration 5Q (45090.380000 sec): 3 clusters
  Score: Raw -85145.373473 + Penalty 3100.944326 = -82044.429146
  nChanged 4
		SP:Iteration 6Q (45090.540000 sec): 3 clusters
  Score: Raw -85150.589851 + Penalty 3100.944326 = -82049.645525
  nChanged 1
		SP:Iteration 7Q (45090.750000 sec): 3 clusters
  Score: Raw -85151.378664 + Penalty 3100.944326 = -82050.434338
  nChanged 2
		SP:Iteration 8Q (45090.920000 sec): 3 clusters
  Score: Raw -85153.867718 + Penalty 3100.944326 = -82052.923392
  nChanged 1
		SP:Iteration 9Q (45091.100000 sec): 3 clusters
  Score: Raw -85156.530948 + Penalty 3100.944326 = -82055.586622
  nChanged 2
		SP:Iteration 10Q (45091.270000 sec): 3 clusters
  Score: Raw -85158.242171 + Penalty 3100.944326 = -82057.297845
  nChanged 1
		SP:Iteration 11Q (45091.400000 sec): 3 clusters
  Score: Raw -85160.388052 + Penalty 3100.944326 = -82059.443726
  nChanged 1
		SP:Iteration 12Q (45091.580000 sec): 3 clusters
  Score: Raw -85163.096614 + Penalty 3100.944326 = -82062.152288
  nChanged 0
		SP:Iteration 13F (45091.750000 sec): 3 clusters
  Score: Raw -85163.096614 + Penalty 3100.944326 = -82062.152288
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 32 (367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45091.840000 sec): 2 clusters
  Score: Raw -44995.334661 + Penalty 1464.529738 = -43530.804922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45092.020000 sec): 3 clusters
  Score: Raw -45167.156307 + Penalty 2929.059477 = -42238.096831
  nChanged 69
		SP:Iteration 1F (45092.190000 sec): 3 clusters
  Score: Raw -45335.766821 + Penalty 2929.059477 = -42406.707345
  nChanged 24
		SP:Iteration 2F (45092.370000 sec): 3 clusters
  Score: Raw -45411.829222 + Penalty 2929.059477 = -42482.769745
  nChanged 15
		SP:Iteration 3Q (45092.540000 sec): 3 clusters
  Score: Raw -45473.360110 + Penalty 2929.059477 = -42544.300633
  nChanged 14
		SP:Iteration 4Q (45092.720000 sec): 3 clusters
  Score: Raw -45534.248294 + Penalty 2929.059477 = -42605.188817
  nChanged 8
		SP:Iteration 5Q (45092.900000 sec): 3 clusters
  Score: Raw -45604.173257 + Penalty 2929.059477 = -42675.113781
  nChanged 14
		SP:Iteration 6Q (45093.070000 sec): 3 clusters
  Score: Raw -45670.003159 + Penalty 2929.059477 = -42740.943683
  nChanged 8
		SP:Iteration 7Q (45093.250000 sec): 3 clusters
  Score: Raw -45705.087466 + Penalty 2929.059477 = -42776.027989
  nChanged 2
		SP:Iteration 8Q (45093.420000 sec): 3 clusters
  Score: Raw -45714.336755 + Penalty 2929.059477 = -42785.277278
  nChanged 4
		SP:Iteration 9Q (45093.600000 sec): 3 clusters
  Score: Raw -45732.239399 + Penalty 2929.059477 = -42803.179922
  nChanged 3
		SP:Iteration 10Q (45093.770000 sec): 3 clusters
  Score: Raw -45739.214188 + Penalty 2929.059477 = -42810.154711
  nChanged 1
		SP:Iteration 11Q (45093.950000 sec): 3 clusters
  Score: Raw -45748.993951 + Penalty 2929.059477 = -42819.934474
  nChanged 2
		SP:Iteration 12Q (45094.120000 sec): 3 clusters
  Score: Raw -45758.607288 + Penalty 2929.059477 = -42829.547811
  nChanged 1
		SP:Iteration 13Q (45094.300000 sec): 3 clusters
  Score: Raw -45762.490023 + Penalty 2929.059477 = -42833.430546
  nChanged 1
		SP:Iteration 14Q (45094.480000 sec): 3 clusters
  Score: Raw -45772.515654 + Penalty 2929.059477 = -42843.456178
  nChanged 0
		SP:Iteration 15F (45094.650000 sec): 3 clusters
  Score: Raw -45772.515654 + Penalty 2929.059477 = -42843.456178
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 33 (16142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45094.820000 sec): 2 clusters
  Score: Raw -2768703.682065 + Penalty 2402.916603 = -2766300.765462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45095.120000 sec): 3 clusters
  Score: Raw -2759427.078931 + Penalty 4805.833206 = -2754621.245726
  nChanged 7078
		SP:Iteration 1F (45095.430000 sec): 3 clusters
  Score: Raw -2763250.958114 + Penalty 4805.833206 = -2758445.124908
  nChanged 964
		SP:Iteration 2F (45095.740000 sec): 3 clusters
  Score: Raw -2763701.063266 + Penalty 4805.833206 = -2758895.230061
  nChanged 808
		SP:Iteration 3F (45096.040000 sec): 3 clusters
  Score: Raw -2764047.661794 + Penalty 4805.833206 = -2759241.828588
  nChanged 745
		SP:Iteration 4Q (45096.350000 sec): 3 clusters
  Score: Raw -2764361.434559 + Penalty 4805.833206 = -2759555.601353
  nChanged 661
		SP:Iteration 5Q (45096.660000 sec): 3 clusters
  Score: Raw -2764634.277124 + Penalty 4805.833206 = -2759828.443918
  nChanged 646
		SP:Iteration 6Q (45096.970000 sec): 3 clusters
  Score: Raw -2764892.699379 + Penalty 4805.833206 = -2760086.866173
  nChanged 628
		SP:Iteration 7Q (45097.270000 sec): 3 clusters
  Score: Raw -2765136.296000 + Penalty 4805.833206 = -2760330.462794
  nChanged 554
		SP:Iteration 8Q (45097.580000 sec): 3 clusters
  Score: Raw -2765370.827796 + Penalty 4805.833206 = -2760564.994591
  nChanged 516
		SP:Iteration 9Q (45097.890000 sec): 3 clusters
  Score: Raw -2765607.335872 + Penalty 4805.833206 = -2760801.502667
  nChanged 542
		SP:Iteration 10Q (45098.200000 sec): 3 clusters
  Score: Raw -2765888.162316 + Penalty 4805.833206 = -2761082.329110
  nChanged 592
		SP:Iteration 11Q (45098.500000 sec): 3 clusters
  Score: Raw -2766220.465379 + Penalty 4805.833206 = -2761414.632174
  nChanged 548
		SP:Iteration 12Q (45098.810000 sec): 3 clusters
  Score: Raw -2766532.397188 + Penalty 4805.833206 = -2761726.563982
  nChanged 530
		SP:Iteration 13Q (45099.120000 sec): 3 clusters
  Score: Raw -2766845.286836 + Penalty 4805.833206 = -2762039.453630
  nChanged 502
		SP:Iteration 14Q (45099.430000 sec): 3 clusters
  Score: Raw -2767157.828461 + Penalty 4805.833206 = -2762351.995255
  nChanged 489
		SP:Iteration 15Q (45099.740000 sec): 3 clusters
  Score: Raw -2767430.195414 + Penalty 4805.833206 = -2762624.362208
  nChanged 395
		SP:Iteration 16Q (45100.050000 sec): 3 clusters
  Score: Raw -2767642.742702 + Penalty 4805.833206 = -2762836.909496
  nChanged 344
		SP:Iteration 17Q (45100.360000 sec): 3 clusters
  Score: Raw -2767813.689096 + Penalty 4805.833206 = -2763007.855890
  nChanged 312
		SP:Iteration 18Q (45100.660000 sec): 3 clusters
  Score: Raw -2767957.684980 + Penalty 4805.833206 = -2763151.851774
  nChanged 260
		SP:Iteration 19Q (45100.980000 sec): 3 clusters
  Score: Raw -2768076.913068 + Penalty 4805.833206 = -2763271.079862
  nChanged 232
		SP:Iteration 20F (45101.280000 sec): 3 clusters
  Score: Raw -2768191.161375 + Penalty 4805.833206 = -2763385.328170
  nChanged 232
		SP:Iteration 21Q (45101.590000 sec): 3 clusters
  Score: Raw -2768315.194140 + Penalty 4805.833206 = -2763509.360934
  nChanged 256
		SP:Iteration 22Q (45101.900000 sec): 3 clusters
  Score: Raw -2768443.538907 + Penalty 4805.833206 = -2763637.705701
  nChanged 235
		SP:Iteration 23Q (45102.210000 sec): 3 clusters
  Score: Raw -2768554.051796 + Penalty 4805.833206 = -2763748.218590
  nChanged 196
		SP:Iteration 24Q (45102.520000 sec): 3 clusters
  Score: Raw -2768644.320715 + Penalty 4805.833206 = -2763838.487509
  nChanged 176
		SP:Iteration 25Q (45102.820000 sec): 3 clusters
  Score: Raw -2768729.277449 + Penalty 4805.833206 = -2763923.444243
  nChanged 149
		SP:Iteration 26Q (45103.170000 sec): 3 clusters
  Score: Raw -2768808.055267 + Penalty 4805.833206 = -2764002.222061
  nChanged 144
		SP:Iteration 27Q (45103.440000 sec): 3 clusters
  Score: Raw -2768886.081189 + Penalty 4805.833206 = -2764080.247983
  nChanged 124
		SP:Iteration 28Q (45103.740000 sec): 3 clusters
  Score: Raw -2768948.236142 + Penalty 4805.833206 = -2764142.402936
  nChanged 120
		SP:Iteration 29Q (45104.050000 sec): 3 clusters
  Score: Raw -2769003.206069 + Penalty 4805.833206 = -2764197.372863
  nChanged 114
		SP:Iteration 30Q (45104.360000 sec): 3 clusters
  Score: Raw -2769059.553614 + Penalty 4805.833206 = -2764253.720408
  nChanged 117
		SP:Iteration 31Q (45104.670000 sec): 3 clusters
  Score: Raw -2769114.691103 + Penalty 4805.833206 = -2764308.857897
  nChanged 103
		SP:Iteration 32Q (45104.960000 sec): 3 clusters
  Score: Raw -2769158.386017 + Penalty 4805.833206 = -2764352.552811
  nChanged 78
		SP:Iteration 33Q (45105.240000 sec): 3 clusters
  Score: Raw -2769196.613406 + Penalty 4805.833206 = -2764390.780200
  nChanged 79
		SP:Iteration 34Q (45105.530000 sec): 3 clusters
  Score: Raw -2769229.946227 + Penalty 4805.833206 = -2764424.113021
  nChanged 59
		SP:Iteration 35Q (45105.820000 sec): 3 clusters
  Score: Raw -2769255.373207 + Penalty 4805.833206 = -2764449.540002
  nChanged 51
		SP:Iteration 36Q (45106.120000 sec): 3 clusters
  Score: Raw -2769277.763306 + Penalty 4805.833206 = -2764471.930101
  nChanged 42
		SP:Iteration 37Q (45106.390000 sec): 3 clusters
  Score: Raw -2769295.198446 + Penalty 4805.833206 = -2764489.365241
  nChanged 34
		SP:Iteration 38Q (45106.660000 sec): 3 clusters
  Score: Raw -2769309.750825 + Penalty 4805.833206 = -2764503.917619
  nChanged 19
		SP:Iteration 39Q (45106.920000 sec): 3 clusters
  Score: Raw -2769316.293685 + Penalty 4805.833206 = -2764510.460479
  nChanged 18
		SP:Iteration 40F (45107.240000 sec): 3 clusters
  Score: Raw -2769322.964529 + Penalty 4805.833206 = -2764517.131323
  nChanged 13
		SP:Iteration 41Q (45107.500000 sec): 3 clusters
  Score: Raw -2769328.276514 + Penalty 4805.833206 = -2764522.443309
  nChanged 17
		SP:Iteration 42Q (45107.810000 sec): 3 clusters
  Score: Raw -2769334.949558 + Penalty 4805.833206 = -2764529.116352
  nChanged 17
		SP:Iteration 43Q (45108.070000 sec): 3 clusters
  Score: Raw -2769341.528061 + Penalty 4805.833206 = -2764535.694856
  nChanged 15
		SP:Iteration 44Q (45108.380000 sec): 3 clusters
  Score: Raw -2769347.697921 + Penalty 4805.833206 = -2764541.864715
  nChanged 16
		SP:Iteration 45Q (45108.690000 sec): 3 clusters
  Score: Raw -2769355.900920 + Penalty 4805.833206 = -2764550.067714
  nChanged 19
		SP:Iteration 46Q (45108.920000 sec): 3 clusters
  Score: Raw -2769365.410915 + Penalty 4805.833206 = -2764559.577710
  nChanged 20
		SP:Iteration 47Q (45109.190000 sec): 3 clusters
  Score: Raw -2769374.254932 + Penalty 4805.833206 = -2764568.421727
  nChanged 13
		SP:Iteration 48Q (45109.450000 sec): 3 clusters
  Score: Raw -2769379.694200 + Penalty 4805.833206 = -2764573.860994
  nChanged 17
		SP:Iteration 49Q (45109.710000 sec): 3 clusters
  Score: Raw -2769389.289873 + Penalty 4805.833206 = -2764583.456667
  nChanged 24
		SP:Iteration 50Q (45109.970000 sec): 3 clusters
  Score: Raw -2769401.213337 + Penalty 4805.833206 = -2764595.380131
  nChanged 15
		SP:Iteration 51Q (45110.240000 sec): 3 clusters
  Score: Raw -2769406.841684 + Penalty 4805.833206 = -2764601.008478
  nChanged 16
		SP:Iteration 52Q (45110.500000 sec): 3 clusters
  Score: Raw -2769413.073923 + Penalty 4805.833206 = -2764607.240717
  nChanged 8
		SP:Iteration 53Q (45110.760000 sec): 3 clusters
  Score: Raw -2769417.501620 + Penalty 4805.833206 = -2764611.668414
  nChanged 10
		SP:Iteration 54Q (45111.030000 sec): 3 clusters
  Score: Raw -2769422.448731 + Penalty 4805.833206 = -2764616.615525
  nChanged 7
		SP:Iteration 55Q (45111.290000 sec): 3 clusters
  Score: Raw -2769426.660423 + Penalty 4805.833206 = -2764620.827218
  nChanged 14
		SP:Iteration 56Q (45111.550000 sec): 3 clusters
  Score: Raw -2769433.946489 + Penalty 4805.833206 = -2764628.113283
  nChanged 12
		SP:Iteration 57Q (45111.820000 sec): 3 clusters
  Score: Raw -2769439.527517 + Penalty 4805.833206 = -2764633.694311
  nChanged 9
		SP:Iteration 58Q (45112.080000 sec): 3 clusters
  Score: Raw -2769444.000360 + Penalty 4805.833206 = -2764638.167155
  nChanged 10
		SP:Iteration 59Q (45112.350000 sec): 3 clusters
  Score: Raw -2769449.022153 + Penalty 4805.833206 = -2764643.188947
  nChanged 10
		SP:Iteration 60F (45112.610000 sec): 3 clusters
  Score: Raw -2769453.451600 + Penalty 4805.833206 = -2764647.618395
  nChanged 8
		SP:Iteration 61Q (45112.880000 sec): 3 clusters
  Score: Raw -2769456.893899 + Penalty 4805.833206 = -2764651.060693
  nChanged 6
		SP:Iteration 62Q (45113.150000 sec): 3 clusters
  Score: Raw -2769459.838825 + Penalty 4805.833206 = -2764654.005619
  nChanged 6
		SP:Iteration 63Q (45113.410000 sec): 3 clusters
  Score: Raw -2769462.331102 + Penalty 4805.833206 = -2764656.497896
  nChanged 3
		SP:Iteration 64Q (45113.680000 sec): 3 clusters
  Score: Raw -2769463.579973 + Penalty 4805.833206 = -2764657.746768
  nChanged 3
		SP:Iteration 65Q (45113.950000 sec): 3 clusters
  Score: Raw -2769464.685028 + Penalty 4805.833206 = -2764658.851822
  nChanged 4
		SP:Iteration 66Q (45114.210000 sec): 3 clusters
  Score: Raw -2769466.113202 + Penalty 4805.833206 = -2764660.279997
  nChanged 0
		SP:Iteration 67F (45114.480000 sec): 3 clusters
  Score: Raw -2769466.113202 + Penalty 4805.833206 = -2764660.279997
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 34 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45114.570000 sec): 2 clusters
  Score: Raw -18633.464529 + Penalty 1343.192900 = -17290.271630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45114.740000 sec): 3 clusters
  Score: Raw -18909.069741 + Penalty 2686.385799 = -16222.683942
  nChanged 42
		SP:Iteration 1F (45114.920000 sec): 3 clusters
  Score: Raw -19129.179402 + Penalty 2686.385799 = -16442.793602
  nChanged 7
		SP:Iteration 2Q (45115.090000 sec): 3 clusters
  Score: Raw -19174.801682 + Penalty 2686.385799 = -16488.415882
  nChanged 2
		SP:Iteration 3Q (45115.270000 sec): 3 clusters
  Score: Raw -19189.344893 + Penalty 2686.385799 = -16502.959094
  nChanged 2
		SP:Iteration 4Q (45115.450000 sec): 3 clusters
  Score: Raw -19199.037815 + Penalty 2686.385799 = -16512.652015
  nChanged 0
		SP:Iteration 5F (45115.620000 sec): 3 clusters
  Score: Raw -19199.037815 + Penalty 2686.385799 = -16512.652015
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 35 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45115.710000 sec): 2 clusters
  Score: Raw -24853.818025 + Penalty 1287.853299 = -23565.964726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45115.890000 sec): 3 clusters
  Score: Raw -25064.064222 + Penalty 2575.706598 = -22488.357624
  nChanged 7
		SP:Iteration 1Q (45116.060000 sec): 3 clusters
  Score: Raw -25136.810691 + Penalty 2575.706598 = -22561.104093
  nChanged 4
		SP:Iteration 2Q (45116.240000 sec): 3 clusters
  Score: Raw -25157.542016 + Penalty 2575.706598 = -22581.835418
  nChanged 1
		SP:Iteration 3Q (45116.410000 sec): 3 clusters
  Score: Raw -25163.323539 + Penalty 2575.706598 = -22587.616941
  nChanged 0
		SP:Iteration 4F (45116.590000 sec): 3 clusters
  Score: Raw -25163.323539 + Penalty 2575.706598 = -22587.616941
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 36 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45116.680000 sec): 2 clusters
  Score: Raw -19835.455557 + Penalty 1272.214881 = -18563.240675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45116.850000 sec): 3 clusters
  Score: Raw -20167.816832 + Penalty 2544.429763 = -17623.387070
  nChanged 27
		SP:Iteration 1F (45117.030000 sec): 3 clusters
  Score: Raw -20430.039992 + Penalty 2544.429763 = -17885.610229
  nChanged 11
		SP:Iteration 2F (45117.210000 sec): 3 clusters
  Score: Raw -20592.157572 + Penalty 2544.429763 = -18047.727809
  nChanged 2
		SP:Iteration 3Q (45117.380000 sec): 3 clusters
  Score: Raw -20681.589661 + Penalty 2544.429763 = -18137.159898
  nChanged 3
		SP:Iteration 4Q (45117.560000 sec): 3 clusters
  Score: Raw -20715.448439 + Penalty 2544.429763 = -18171.018677
  nChanged 0
		SP:Iteration 5F (45117.730000 sec): 3 clusters
  Score: Raw -20715.448439 + Penalty 2544.429763 = -18171.018677
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 37 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45117.820000 sec): 2 clusters
  Score: Raw -71955.076620 + Penalty 1496.205383 = -70458.871237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45118.000000 sec): 3 clusters
  Score: Raw -72014.078285 + Penalty 2992.410766 = -69021.667519
  nChanged 62
		SP:Iteration 1F (45118.170000 sec): 3 clusters
  Score: Raw -72161.972391 + Penalty 2992.410766 = -69169.561625
  nChanged 10
		SP:Iteration 2Q (45118.350000 sec): 3 clusters
  Score: Raw -72186.420122 + Penalty 2992.410766 = -69194.009356
  nChanged 5
		SP:Iteration 3Q (45118.520000 sec): 3 clusters
  Score: Raw -72196.162807 + Penalty 2992.410766 = -69203.752041
  nChanged 2
		SP:Iteration 4Q (45118.700000 sec): 3 clusters
  Score: Raw -72201.775189 + Penalty 2992.410766 = -69209.364423
  nChanged 1
		SP:Iteration 5Q (45118.870000 sec): 3 clusters
  Score: Raw -72204.901175 + Penalty 2992.410766 = -69212.490409
  nChanged 0
		SP:Iteration 6F (45119.050000 sec): 3 clusters
  Score: Raw -72204.901175 + Penalty 2992.410766 = -69212.490409
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 38 (21153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45119.300000 sec): 2 clusters
  Score: Raw -3706664.256666 + Penalty 2469.965181 = -3704194.291486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45119.650000 sec): 3 clusters
  Score: Raw -3694221.510079 + Penalty 4939.930361 = -3689281.579718
  nChanged 9320
		SP:Iteration 1F (45119.990000 sec): 3 clusters
  Score: Raw -3699194.282299 + Penalty 4939.930361 = -3694254.351938
  nChanged 1180
		SP:Iteration 2F (45120.330000 sec): 3 clusters
  Score: Raw -3699708.447594 + Penalty 4939.930361 = -3694768.517233
  nChanged 1108
		SP:Iteration 3F (45120.710000 sec): 3 clusters
  Score: Raw -3700236.486384 + Penalty 4939.930361 = -3695296.556022
  nChanged 1097
		SP:Iteration 4F (45121.050000 sec): 3 clusters
  Score: Raw -3700820.745517 + Penalty 4939.930361 = -3695880.815156
  nChanged 1145
		SP:Iteration 5F (45121.390000 sec): 3 clusters
  Score: Raw -3701457.817200 + Penalty 4939.930361 = -3696517.886839
  nChanged 1175
		SP:Iteration 6F (45121.730000 sec): 3 clusters
  Score: Raw -3702150.348877 + Penalty 4939.930361 = -3697210.418516
  nChanged 1192
		SP:Iteration 7F (45122.040000 sec): 3 clusters
  Score: Raw -3702862.270885 + Penalty 4939.930361 = -3697922.340524
  nChanged 1179
		SP:Iteration 8F (45122.370000 sec): 3 clusters
  Score: Raw -3703509.817414 + Penalty 4939.930361 = -3698569.887053
  nChanged 1043
		SP:Iteration 9Q (45122.720000 sec): 3 clusters
  Score: Raw -3704063.571169 + Penalty 4939.930361 = -3699123.640807
  nChanged 912
		SP:Iteration 10Q (45123.060000 sec): 3 clusters
  Score: Raw -3704537.423766 + Penalty 4939.930361 = -3699597.493405
  nChanged 762
		SP:Iteration 11Q (45123.440000 sec): 3 clusters
  Score: Raw -3704899.589472 + Penalty 4939.930361 = -3699959.659110
  nChanged 625
		SP:Iteration 12Q (45123.790000 sec): 3 clusters
  Score: Raw -3705188.051849 + Penalty 4939.930361 = -3700248.121488
  nChanged 537
		SP:Iteration 13Q (45124.130000 sec): 3 clusters
  Score: Raw -3705436.724404 + Penalty 4939.930361 = -3700496.794042
  nChanged 510
		SP:Iteration 14Q (45124.480000 sec): 3 clusters
  Score: Raw -3705693.824965 + Penalty 4939.930361 = -3700753.894604
  nChanged 469
		SP:Iteration 15Q (45124.820000 sec): 3 clusters
  Score: Raw -3705931.504347 + Penalty 4939.930361 = -3700991.573986
  nChanged 415
		SP:Iteration 16Q (45125.160000 sec): 3 clusters
  Score: Raw -3706147.938955 + Penalty 4939.930361 = -3701208.008594
  nChanged 353
		SP:Iteration 17Q (45125.500000 sec): 3 clusters
  Score: Raw -3706326.018401 + Penalty 4939.930361 = -3701386.088040
  nChanged 283
		SP:Iteration 18Q (45125.850000 sec): 3 clusters
  Score: Raw -3706472.144999 + Penalty 4939.930361 = -3701532.214638
  nChanged 249
		SP:Iteration 19Q (45126.150000 sec): 3 clusters
  Score: Raw -3706616.152033 + Penalty 4939.930361 = -3701676.221671
  nChanged 202
		SP:Iteration 20F (45126.500000 sec): 3 clusters
  Score: Raw -3706748.143213 + Penalty 4939.930361 = -3701808.212852
  nChanged 168
		SP:Iteration 21Q (45126.840000 sec): 3 clusters
  Score: Raw -3706871.493840 + Penalty 4939.930361 = -3701931.563479
  nChanged 136
		SP:Iteration 22Q (45127.190000 sec): 3 clusters
  Score: Raw -3707058.232892 + Penalty 4939.930361 = -3702118.302531
  nChanged 101
		SP:Iteration 23Q (45127.530000 sec): 3 clusters
  Score: Raw -3707341.733762 + Penalty 4939.930361 = -3702401.803401
  nChanged 73
		SP:Iteration 24Q (45127.840000 sec): 3 clusters
  Score: Raw -3707455.886521 + Penalty 4939.930361 = -3702515.956160
  nChanged 61
		SP:Iteration 25Q (45128.140000 sec): 3 clusters
  Score: Raw -3707493.187128 + Penalty 4939.930361 = -3702553.256767
  nChanged 40
		SP:Iteration 26Q (45128.440000 sec): 3 clusters
  Score: Raw -3707516.016441 + Penalty 4939.930361 = -3702576.086080
  nChanged 34
		SP:Iteration 27Q (45128.740000 sec): 3 clusters
  Score: Raw -3707531.459952 + Penalty 4939.930361 = -3702591.529591
  nChanged 33
		SP:Iteration 28Q (45129.040000 sec): 3 clusters
  Score: Raw -3707546.227348 + Penalty 4939.930361 = -3702606.296987
  nChanged 22
		SP:Iteration 29Q (45129.350000 sec): 3 clusters
  Score: Raw -3707555.261903 + Penalty 4939.930361 = -3702615.331542
  nChanged 13
		SP:Iteration 30Q (45129.650000 sec): 3 clusters
  Score: Raw -3707559.003212 + Penalty 4939.930361 = -3702619.072850
  nChanged 12
		SP:Iteration 31Q (45129.950000 sec): 3 clusters
  Score: Raw -3707563.535041 + Penalty 4939.930361 = -3702623.604680
  nChanged 13
		SP:Iteration 32Q (45130.250000 sec): 3 clusters
  Score: Raw -3707569.254048 + Penalty 4939.930361 = -3702629.323687
  nChanged 8
		SP:Iteration 33Q (45130.550000 sec): 3 clusters
  Score: Raw -3707571.983797 + Penalty 4939.930361 = -3702632.053436
  nChanged 1
		SP:Iteration 34Q (45130.850000 sec): 3 clusters
  Score: Raw -3707572.265194 + Penalty 4939.930361 = -3702632.334833
  nChanged 2
		SP:Iteration 35Q (45131.160000 sec): 3 clusters
  Score: Raw -3707572.601229 + Penalty 4939.930361 = -3702632.670868
  nChanged 1
		SP:Iteration 36Q (45131.460000 sec): 3 clusters
  Score: Raw -3707572.834959 + Penalty 4939.930361 = -3702632.904597
  nChanged 0
		SP:Iteration 37F (45131.800000 sec): 3 clusters
  Score: Raw -3707572.834959 + Penalty 4939.930361 = -3702632.904597
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 39 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45131.870000 sec): 2 clusters
  Score: Raw -40524.365781 + Penalty 1386.564771 = -39137.801010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45132.040000 sec): 3 clusters
  Score: Raw -40696.327788 + Penalty 2773.129542 = -37923.198245
  nChanged 32
		SP:Iteration 1F (45132.220000 sec): 3 clusters
  Score: Raw -40839.430548 + Penalty 2773.129542 = -38066.301006
  nChanged 18
		SP:Iteration 2F (45132.400000 sec): 3 clusters
  Score: Raw -40971.762819 + Penalty 2773.129542 = -38198.633277
  nChanged 18
		SP:Iteration 3F (45132.570000 sec): 3 clusters
  Score: Raw -41113.811717 + Penalty 2773.129542 = -38340.682175
  nChanged 7
		SP:Iteration 4Q (45132.750000 sec): 3 clusters
  Score: Raw -41194.635497 + Penalty 2773.129542 = -38421.505954
  nChanged 3
		SP:Iteration 5Q (45132.840000 sec): 3 clusters
  Score: Raw -41213.550355 + Penalty 2773.129542 = -38440.420812
  nChanged 3
		SP:Iteration 6Q (45132.850000 sec): 3 clusters
  Score: Raw -41235.182013 + Penalty 2773.129542 = -38462.052471
  nChanged 3
		SP:Iteration 7Q (45132.860000 sec): 3 clusters
  Score: Raw -41251.487791 + Penalty 2773.129542 = -38478.358248
  nChanged 1
		SP:Iteration 8Q (45132.870000 sec): 3 clusters
  Score: Raw -41257.026751 + Penalty 2773.129542 = -38483.897209
  nChanged 0
		SP:Iteration 9F (45132.880000 sec): 3 clusters
  Score: Raw -41257.026751 + Penalty 2773.129542 = -38483.897209
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 40 (634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45132.910000 sec): 2 clusters
  Score: Raw -110512.950725 + Penalty 1600.108141 = -108912.842584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45132.940000 sec): 3 clusters
  Score: Raw -110475.328409 + Penalty 3200.216281 = -107275.112127
  nChanged 135
		SP:Iteration 1F (45132.960000 sec): 3 clusters
  Score: Raw -110682.919902 + Penalty 3200.216281 = -107482.703621
  nChanged 34
		SP:Iteration 2F (45132.980000 sec): 3 clusters
  Score: Raw -110741.237429 + Penalty 3200.216281 = -107541.021147
  nChanged 14
		SP:Iteration 3Q (45133.010000 sec): 3 clusters
  Score: Raw -110768.712758 + Penalty 3200.216281 = -107568.496477
  nChanged 11
		SP:Iteration 4Q (45133.030000 sec): 3 clusters
  Score: Raw -110786.313422 + Penalty 3200.216281 = -107586.097140
  nChanged 5
		SP:Iteration 5Q (45133.060000 sec): 3 clusters
  Score: Raw -110802.604563 + Penalty 3200.216281 = -107602.388281
  nChanged 6
		SP:Iteration 6Q (45133.080000 sec): 3 clusters
  Score: Raw -110815.115683 + Penalty 3200.216281 = -107614.899402
  nChanged 6
		SP:Iteration 7Q (45133.100000 sec): 3 clusters
  Score: Raw -110841.772002 + Penalty 3200.216281 = -107641.555720
  nChanged 9
		SP:Iteration 8Q (45133.120000 sec): 3 clusters
  Score: Raw -110858.028209 + Penalty 3200.216281 = -107657.811928
  nChanged 6
		SP:Iteration 9Q (45133.150000 sec): 3 clusters
  Score: Raw -110871.148915 + Penalty 3200.216281 = -107670.932633
  nChanged 4
		SP:Iteration 10Q (45133.170000 sec): 3 clusters
  Score: Raw -110875.071837 + Penalty 3200.216281 = -107674.855556
  nChanged 1
		SP:Iteration 11Q (45133.200000 sec): 3 clusters
  Score: Raw -110875.716029 + Penalty 3200.216281 = -107675.499748
  nChanged 1
		SP:Iteration 12Q (45133.220000 sec): 3 clusters
  Score: Raw -110877.115985 + Penalty 3200.216281 = -107676.899704
  nChanged 1
		SP:Iteration 13Q (45133.240000 sec): 3 clusters
  Score: Raw -110879.605695 + Penalty 3200.216281 = -107679.389414
  nChanged 2
		SP:Iteration 14Q (45133.260000 sec): 3 clusters
  Score: Raw -110884.384519 + Penalty 3200.216281 = -107684.168238
  nChanged 3
		SP:Iteration 15Q (45133.290000 sec): 3 clusters
  Score: Raw -110889.772167 + Penalty 3200.216281 = -107689.555885
  nChanged 3
		SP:Iteration 16Q (45133.310000 sec): 3 clusters
  Score: Raw -110899.997974 + Penalty 3200.216281 = -107699.781693
  nChanged 1
		SP:Iteration 17Q (45133.340000 sec): 3 clusters
  Score: Raw -110901.189570 + Penalty 3200.216281 = -107700.973289
  nChanged 1
		SP:Iteration 18Q (45133.360000 sec): 3 clusters
  Score: Raw -110902.421424 + Penalty 3200.216281 = -107702.205143
  nChanged 1
		SP:Iteration 19Q (45133.380000 sec): 3 clusters
  Score: Raw -110905.192557 + Penalty 3200.216281 = -107704.976276
  nChanged 3
		SP:Iteration 20F (45133.400000 sec): 3 clusters
  Score: Raw -110909.704012 + Penalty 3200.216281 = -107709.487731
  nChanged 1
		SP:Iteration 21Q (45133.430000 sec): 3 clusters
  Score: Raw -110911.559400 + Penalty 3200.216281 = -107711.343119
  nChanged 0
		SP:Iteration 22F (45133.450000 sec): 3 clusters
  Score: Raw -110911.559400 + Penalty 3200.216281 = -107711.343119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 42 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45133.480000 sec): 2 clusters
  Score: Raw -29860.487298 + Penalty 1321.313290 = -28539.174008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45133.490000 sec): 3 clusters
  Score: Raw -30062.081223 + Penalty 2642.626580 = -27419.454643
  nChanged 19
		SP:Iteration 1F (45133.500000 sec): 3 clusters
  Score: Raw -30142.891456 + Penalty 2642.626580 = -27500.264876
  nChanged 5
		SP:Iteration 2Q (45133.510000 sec): 3 clusters
  Score: Raw -30165.850541 + Penalty 2642.626580 = -27523.223961
  nChanged 2
		SP:Iteration 3Q (45133.520000 sec): 3 clusters
  Score: Raw -30173.507469 + Penalty 2642.626580 = -27530.880889
  nChanged 0
		SP:Iteration 4F (45133.520000 sec): 3 clusters
  Score: Raw -30173.507469 + Penalty 2642.626580 = -27530.880889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 43 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45133.560000 sec): 2 clusters
  Score: Raw -108819.745566 + Penalty 1611.200198 = -107208.545369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45133.580000 sec): 3 clusters
  Score: Raw -108770.263256 + Penalty 3222.400395 = -105547.862861
  nChanged 141
		SP:Iteration 1F (45133.610000 sec): 3 clusters
  Score: Raw -109011.400964 + Penalty 3222.400395 = -105789.000569
  nChanged 57
		SP:Iteration 2F (45133.630000 sec): 3 clusters
  Score: Raw -109146.306240 + Penalty 3222.400395 = -105923.905845
  nChanged 24
		SP:Iteration 3Q (45133.660000 sec): 3 clusters
  Score: Raw -109238.310718 + Penalty 3222.400395 = -106015.910323
  nChanged 23
		SP:Iteration 4Q (45133.680000 sec): 3 clusters
  Score: Raw -109291.977919 + Penalty 3222.400395 = -106069.577523
  nChanged 16
		SP:Iteration 5Q (45133.700000 sec): 3 clusters
  Score: Raw -109323.444927 + Penalty 3222.400395 = -106101.044532
  nChanged 16
		SP:Iteration 6Q (45133.730000 sec): 3 clusters
  Score: Raw -109356.885123 + Penalty 3222.400395 = -106134.484728
  nChanged 22
		SP:Iteration 7Q (45133.750000 sec): 3 clusters
  Score: Raw -109394.753338 + Penalty 3222.400395 = -106172.352943
  nChanged 16
		SP:Iteration 8Q (45133.780000 sec): 3 clusters
  Score: Raw -109427.253209 + Penalty 3222.400395 = -106204.852814
  nChanged 24
		SP:Iteration 9Q (45133.800000 sec): 3 clusters
  Score: Raw -109510.348617 + Penalty 3222.400395 = -106287.948222
  nChanged 16
		SP:Iteration 10Q (45133.820000 sec): 3 clusters
  Score: Raw -109569.851775 + Penalty 3222.400395 = -106347.451380
  nChanged 11
		SP:Iteration 11Q (45133.850000 sec): 3 clusters
  Score: Raw -109649.114510 + Penalty 3222.400395 = -106426.714115
  nChanged 13
		SP:Iteration 12Q (45133.870000 sec): 3 clusters
  Score: Raw -109718.253510 + Penalty 3222.400395 = -106495.853115
  nChanged 17
		SP:Iteration 13Q (45133.890000 sec): 3 clusters
  Score: Raw -109793.908850 + Penalty 3222.400395 = -106571.508455
  nChanged 9
		SP:Iteration 14Q (45133.920000 sec): 3 clusters
  Score: Raw -109831.795965 + Penalty 3222.400395 = -106609.395570
  nChanged 8
		SP:Iteration 15Q (45133.940000 sec): 3 clusters
  Score: Raw -109873.753214 + Penalty 3222.400395 = -106651.352819
  nChanged 7
		SP:Iteration 16Q (45133.960000 sec): 3 clusters
  Score: Raw -109914.599083 + Penalty 3222.400395 = -106692.198688
  nChanged 7
		SP:Iteration 17Q (45133.990000 sec): 3 clusters
  Score: Raw -109934.899653 + Penalty 3222.400395 = -106712.499257
  nChanged 2
		SP:Iteration 18Q (45134.020000 sec): 3 clusters
  Score: Raw -109955.209754 + Penalty 3222.400395 = -106732.809359
  nChanged 3
		SP:Iteration 19Q (45134.040000 sec): 3 clusters
  Score: Raw -109977.269852 + Penalty 3222.400395 = -106754.869457
  nChanged 7
		SP:Iteration 20F (45134.070000 sec): 3 clusters
  Score: Raw -110012.716506 + Penalty 3222.400395 = -106790.316111
  nChanged 10
		SP:Iteration 21Q (45134.100000 sec): 3 clusters
  Score: Raw -110055.969673 + Penalty 3222.400395 = -106833.569278
  nChanged 8
		SP:Iteration 22Q (45134.120000 sec): 3 clusters
  Score: Raw -110102.797862 + Penalty 3222.400395 = -106880.397467
  nChanged 3
		SP:Iteration 23Q (45134.140000 sec): 3 clusters
  Score: Raw -110112.101596 + Penalty 3222.400395 = -106889.701201
  nChanged 2
		SP:Iteration 24Q (45134.170000 sec): 3 clusters
  Score: Raw -110115.072158 + Penalty 3222.400395 = -106892.671763
  nChanged 0
		SP:Iteration 25F (45134.190000 sec): 3 clusters
  Score: Raw -110115.072158 + Penalty 3222.400395 = -106892.671763
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 44 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45134.240000 sec): 2 clusters
  Score: Raw -162844.499621 + Penalty 1704.801227 = -161139.698394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45134.270000 sec): 3 clusters
  Score: Raw -162631.454489 + Penalty 3409.602454 = -159221.852035
  nChanged 222
		SP:Iteration 1F (45134.300000 sec): 3 clusters
  Score: Raw -162911.711522 + Penalty 3409.602454 = -159502.109068
  nChanged 68
		SP:Iteration 2F (45134.330000 sec): 3 clusters
  Score: Raw -163009.449425 + Penalty 3409.602454 = -159599.846971
  nChanged 37
		SP:Iteration 3Q (45134.370000 sec): 3 clusters
  Score: Raw -163065.092916 + Penalty 3409.602454 = -159655.490462
  nChanged 18
		SP:Iteration 4Q (45134.400000 sec): 3 clusters
  Score: Raw -163100.624718 + Penalty 3409.602454 = -159691.022265
  nChanged 14
		SP:Iteration 5Q (45134.430000 sec): 3 clusters
  Score: Raw -163125.920039 + Penalty 3409.602454 = -159716.317585
  nChanged 14
		SP:Iteration 6Q (45134.460000 sec): 3 clusters
  Score: Raw -163163.919234 + Penalty 3409.602454 = -159754.316781
  nChanged 15
		SP:Iteration 7Q (45134.490000 sec): 3 clusters
  Score: Raw -163193.452410 + Penalty 3409.602454 = -159783.849956
  nChanged 18
		SP:Iteration 8Q (45134.520000 sec): 3 clusters
  Score: Raw -163216.165891 + Penalty 3409.602454 = -159806.563437
  nChanged 17
		SP:Iteration 9Q (45134.550000 sec): 3 clusters
  Score: Raw -163237.620972 + Penalty 3409.602454 = -159828.018519
  nChanged 12
		SP:Iteration 10Q (45134.590000 sec): 3 clusters
  Score: Raw -163259.297347 + Penalty 3409.602454 = -159849.694893
  nChanged 13
		SP:Iteration 11Q (45134.620000 sec): 3 clusters
  Score: Raw -163271.301065 + Penalty 3409.602454 = -159861.698611
  nChanged 8
		SP:Iteration 12Q (45134.650000 sec): 3 clusters
  Score: Raw -163284.942551 + Penalty 3409.602454 = -159875.340097
  nChanged 7
		SP:Iteration 13Q (45134.680000 sec): 3 clusters
  Score: Raw -163295.992468 + Penalty 3409.602454 = -159886.390014
  nChanged 3
		SP:Iteration 14Q (45134.710000 sec): 3 clusters
  Score: Raw -163300.024703 + Penalty 3409.602454 = -159890.422249
  nChanged 4
		SP:Iteration 15Q (45134.740000 sec): 3 clusters
  Score: Raw -163309.344996 + Penalty 3409.602454 = -159899.742542
  nChanged 4
		SP:Iteration 16Q (45134.770000 sec): 3 clusters
  Score: Raw -163315.825647 + Penalty 3409.602454 = -159906.223193
  nChanged 5
		SP:Iteration 17Q (45134.810000 sec): 3 clusters
  Score: Raw -163322.941368 + Penalty 3409.602454 = -159913.338914
  nChanged 3
		SP:Iteration 18Q (45134.840000 sec): 3 clusters
  Score: Raw -163328.105294 + Penalty 3409.602454 = -159918.502840
  nChanged 4
		SP:Iteration 19Q (45134.870000 sec): 3 clusters
  Score: Raw -163332.678352 + Penalty 3409.602454 = -159923.075898
  nChanged 2
		SP:Iteration 20F (45134.900000 sec): 3 clusters
  Score: Raw -163334.569252 + Penalty 3409.602454 = -159924.966798
  nChanged 2
		SP:Iteration 21Q (45134.930000 sec): 3 clusters
  Score: Raw -163335.979832 + Penalty 3409.602454 = -159926.377378
  nChanged 2
		SP:Iteration 22Q (45134.970000 sec): 3 clusters
  Score: Raw -163339.404354 + Penalty 3409.602454 = -159929.801901
  nChanged 2
		SP:Iteration 23Q (45134.990000 sec): 3 clusters
  Score: Raw -163341.766198 + Penalty 3409.602454 = -159932.163745
  nChanged 1
		SP:Iteration 24Q (45135.030000 sec): 3 clusters
  Score: Raw -163342.831172 + Penalty 3409.602454 = -159933.228719
  nChanged 2
		SP:Iteration 25Q (45135.060000 sec): 3 clusters
  Score: Raw -163347.207391 + Penalty 3409.602454 = -159937.604937
  nChanged 0
		SP:Iteration 26F (45135.090000 sec): 3 clusters
  Score: Raw -163347.207391 + Penalty 3409.602454 = -159937.604937
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 45 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45135.130000 sec): 2 clusters
  Score: Raw -76293.968685 + Penalty 1531.615083 = -74762.353602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45135.150000 sec): 3 clusters
  Score: Raw -76350.293961 + Penalty 3063.230166 = -73287.063795
  nChanged 71
		SP:Iteration 1F (45135.170000 sec): 3 clusters
  Score: Raw -76483.902776 + Penalty 3063.230166 = -73420.672610
  nChanged 24
		SP:Iteration 2Q (45135.200000 sec): 3 clusters
  Score: Raw -76536.182940 + Penalty 3063.230166 = -73472.952774
  nChanged 7
		SP:Iteration 3Q (45135.220000 sec): 3 clusters
  Score: Raw -76553.171262 + Penalty 3063.230166 = -73489.941096
  nChanged 5
		SP:Iteration 4Q (45135.240000 sec): 3 clusters
  Score: Raw -76565.811383 + Penalty 3063.230166 = -73502.581217
  nChanged 5
		SP:Iteration 5Q (45135.270000 sec): 3 clusters
  Score: Raw -76580.189108 + Penalty 3063.230166 = -73516.958942
  nChanged 2
		SP:Iteration 6Q (45135.290000 sec): 3 clusters
  Score: Raw -76585.606592 + Penalty 3063.230166 = -73522.376426
  nChanged 0
		SP:Iteration 7F (45135.310000 sec): 3 clusters
  Score: Raw -76585.606592 + Penalty 3063.230166 = -73522.376426
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 46 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45135.340000 sec): 2 clusters
  Score: Raw -38183.354622 + Penalty 1368.328318 = -36815.026304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45135.350000 sec): 3 clusters
  Score: Raw -38347.532917 + Penalty 2736.656637 = -35610.876280
  nChanged 25
		SP:Iteration 1F (45135.360000 sec): 3 clusters
  Score: Raw -38429.847215 + Penalty 2736.656637 = -35693.190579
  nChanged 6
		SP:Iteration 2Q (45135.370000 sec): 3 clusters
  Score: Raw -38453.358375 + Penalty 2736.656637 = -35716.701738
  nChanged 2
		SP:Iteration 3Q (45135.370000 sec): 3 clusters
  Score: Raw -38458.506345 + Penalty 2736.656637 = -35721.849708
  nChanged 0
		SP:Iteration 4F (45135.380000 sec): 3 clusters
  Score: Raw -38458.506345 + Penalty 2736.656637 = -35721.849708
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 47 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45135.410000 sec): 2 clusters
  Score: Raw -39720.101363 + Penalty 1384.707085 = -38335.394278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45135.410000 sec): 3 clusters
  Score: Raw -39896.351970 + Penalty 2769.414169 = -37126.937801
  nChanged 31
		SP:Iteration 1F (45135.420000 sec): 3 clusters
  Score: Raw -40005.916154 + Penalty 2769.414169 = -37236.501985
  nChanged 5
		SP:Iteration 2Q (45135.430000 sec): 3 clusters
  Score: Raw -40025.206067 + Penalty 2769.414169 = -37255.791898
  nChanged 2
		SP:Iteration 3Q (45135.440000 sec): 3 clusters
  Score: Raw -40042.922219 + Penalty 2769.414169 = -37273.508050
  nChanged 4
		SP:Iteration 4Q (45135.450000 sec): 3 clusters
  Score: Raw -40060.697594 + Penalty 2769.414169 = -37291.283425
  nChanged 0
		SP:Iteration 5F (45135.450000 sec): 3 clusters
  Score: Raw -40060.697594 + Penalty 2769.414169 = -37291.283425
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 48 (2441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45135.520000 sec): 2 clusters
  Score: Raw -405279.488703 + Penalty 1934.440441 = -403345.048262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45135.580000 sec): 3 clusters
  Score: Raw -404414.019157 + Penalty 3868.880883 = -400545.138274
  nChanged 805
		SP:Iteration 1F (45135.640000 sec): 3 clusters
  Score: Raw -405071.391373 + Penalty 3868.880883 = -401202.510490
  nChanged 186
		SP:Iteration 2F (45135.690000 sec): 3 clusters
  Score: Raw -405274.320754 + Penalty 3868.880883 = -401405.439871
  nChanged 148
		SP:Iteration 3F (45135.750000 sec): 3 clusters
  Score: Raw -405473.190962 + Penalty 3868.880883 = -401604.310079
  nChanged 138
		SP:Iteration 4F (45135.810000 sec): 3 clusters
  Score: Raw -405643.828818 + Penalty 3868.880883 = -401774.947936
  nChanged 130
		SP:Iteration 5F (45135.860000 sec): 3 clusters
  Score: Raw -405852.716736 + Penalty 3868.880883 = -401983.835853
  nChanged 129
		SP:Iteration 6F (45135.920000 sec): 3 clusters
  Score: Raw -406053.818766 + Penalty 3868.880883 = -402184.937883
  nChanged 114
		SP:Iteration 7Q (45135.980000 sec): 3 clusters
  Score: Raw -406191.518380 + Penalty 3868.880883 = -402322.637497
  nChanged 87
		SP:Iteration 8Q (45136.030000 sec): 3 clusters
  Score: Raw -406300.236317 + Penalty 3868.880883 = -402431.355434
  nChanged 85
		SP:Iteration 9Q (45136.090000 sec): 3 clusters
  Score: Raw -406419.863693 + Penalty 3868.880883 = -402550.982810
  nChanged 79
		SP:Iteration 10Q (45136.150000 sec): 3 clusters
  Score: Raw -406529.472280 + Penalty 3868.880883 = -402660.591397
  nChanged 60
		SP:Iteration 11Q (45136.210000 sec): 3 clusters
  Score: Raw -406594.230771 + Penalty 3868.880883 = -402725.349888
  nChanged 39
		SP:Iteration 12Q (45136.270000 sec): 3 clusters
  Score: Raw -406628.946507 + Penalty 3868.880883 = -402760.065624
  nChanged 30
		SP:Iteration 13Q (45136.320000 sec): 3 clusters
  Score: Raw -406648.944811 + Penalty 3868.880883 = -402780.063928
  nChanged 10
		SP:Iteration 14Q (45136.380000 sec): 3 clusters
  Score: Raw -406658.393154 + Penalty 3868.880883 = -402789.512271
  nChanged 9
		SP:Iteration 15Q (45136.430000 sec): 3 clusters
  Score: Raw -406666.085351 + Penalty 3868.880883 = -402797.204468
  nChanged 6
		SP:Iteration 16Q (45136.490000 sec): 3 clusters
  Score: Raw -406669.196821 + Penalty 3868.880883 = -402800.315938
  nChanged 3
		SP:Iteration 17Q (45136.550000 sec): 3 clusters
  Score: Raw -406671.724878 + Penalty 3868.880883 = -402802.843995
  nChanged 2
		SP:Iteration 18Q (45136.610000 sec): 3 clusters
  Score: Raw -406673.059789 + Penalty 3868.880883 = -402804.178906
  nChanged 1
		SP:Iteration 19Q (45136.670000 sec): 3 clusters
  Score: Raw -406674.121763 + Penalty 3868.880883 = -402805.240880
  nChanged 0
		SP:Iteration 20F (45136.720000 sec): 3 clusters
  Score: Raw -406674.121763 + Penalty 3868.880883 = -402805.240880
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 49 (473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45136.770000 sec): 2 clusters
  Score: Raw -77839.770981 + Penalty 1527.455656 = -76312.315325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45136.790000 sec): 3 clusters
  Score: Raw -77874.552516 + Penalty 3054.911313 = -74819.641204
  nChanged 81
		SP:Iteration 1F (45136.810000 sec): 3 clusters
  Score: Raw -78032.426418 + Penalty 3054.911313 = -74977.515105
  nChanged 20
		SP:Iteration 2Q (45136.830000 sec): 3 clusters
  Score: Raw -78081.434641 + Penalty 3054.911313 = -75026.523329
  nChanged 11
		SP:Iteration 3Q (45136.850000 sec): 3 clusters
  Score: Raw -78115.963174 + Penalty 3054.911313 = -75061.051861
  nChanged 8
		SP:Iteration 4Q (45136.880000 sec): 3 clusters
  Score: Raw -78140.464647 + Penalty 3054.911313 = -75085.553334
  nChanged 8
		SP:Iteration 5Q (45136.900000 sec): 3 clusters
  Score: Raw -78170.178836 + Penalty 3054.911313 = -75115.267523
  nChanged 6
		SP:Iteration 6Q (45136.920000 sec): 3 clusters
  Score: Raw -78190.852442 + Penalty 3054.911313 = -75135.941129
  nChanged 3
		SP:Iteration 7Q (45136.940000 sec): 3 clusters
  Score: Raw -78197.402336 + Penalty 3054.911313 = -75142.491023
  nChanged 4
		SP:Iteration 8Q (45136.970000 sec): 3 clusters
  Score: Raw -78205.686934 + Penalty 3054.911313 = -75150.775621
  nChanged 1
		SP:Iteration 9Q (45136.990000 sec): 3 clusters
  Score: Raw -78207.468132 + Penalty 3054.911313 = -75152.556819
  nChanged 1
		SP:Iteration 10Q (45137.010000 sec): 3 clusters
  Score: Raw -78210.790846 + Penalty 3054.911313 = -75155.879533
  nChanged 1
		SP:Iteration 11Q (45137.030000 sec): 3 clusters
  Score: Raw -78212.110653 + Penalty 3054.911313 = -75157.199341
  nChanged 0
		SP:Iteration 12F (45137.050000 sec): 3 clusters
  Score: Raw -78212.110653 + Penalty 3054.911313 = -75157.199341
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 50 (3680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45137.170000 sec): 2 clusters
  Score: Raw -650722.631003 + Penalty 2036.245672 = -648686.385331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45137.350000 sec): 3 clusters
  Score: Raw -649096.959426 + Penalty 4072.491343 = -645024.468083
  nChanged 1312
		SP:Iteration 1F (45137.530000 sec): 3 clusters
  Score: Raw -649935.961387 + Penalty 4072.491343 = -645863.470043
  nChanged 284
		SP:Iteration 2F (45137.700000 sec): 3 clusters
  Score: Raw -650134.827589 + Penalty 4072.491343 = -646062.336246
  nChanged 182
		SP:Iteration 3Q (45137.880000 sec): 3 clusters
  Score: Raw -650254.357493 + Penalty 4072.491343 = -646181.866150
  nChanged 137
		SP:Iteration 4Q (45138.050000 sec): 3 clusters
  Score: Raw -650340.278792 + Penalty 4072.491343 = -646267.787449
  nChanged 99
		SP:Iteration 5Q (45138.230000 sec): 3 clusters
  Score: Raw -650399.121655 + Penalty 4072.491343 = -646326.630312
  nChanged 87
		SP:Iteration 6Q (45138.400000 sec): 3 clusters
  Score: Raw -650457.428002 + Penalty 4072.491343 = -646384.936658
  nChanged 103
		SP:Iteration 7Q (45138.630000 sec): 3 clusters
  Score: Raw -650534.268765 + Penalty 4072.491343 = -646461.777422
  nChanged 106
		SP:Iteration 8Q (45138.800000 sec): 3 clusters
  Score: Raw -650617.059656 + Penalty 4072.491343 = -646544.568313
  nChanged 108
		SP:Iteration 9Q (45138.950000 sec): 3 clusters
  Score: Raw -650699.671926 + Penalty 4072.491343 = -646627.180582
  nChanged 100
		SP:Iteration 10Q (45139.120000 sec): 3 clusters
  Score: Raw -650761.579221 + Penalty 4072.491343 = -646689.087878
  nChanged 82
		SP:Iteration 11Q (45139.300000 sec): 3 clusters
  Score: Raw -650826.066671 + Penalty 4072.491343 = -646753.575328
  nChanged 96
		SP:Iteration 12Q (45139.470000 sec): 3 clusters
  Score: Raw -650884.703823 + Penalty 4072.491343 = -646812.212480
  nChanged 75
		SP:Iteration 13Q (45139.650000 sec): 3 clusters
  Score: Raw -650936.824017 + Penalty 4072.491343 = -646864.332674
  nChanged 75
		SP:Iteration 14Q (45139.830000 sec): 3 clusters
  Score: Raw -650995.565940 + Penalty 4072.491343 = -646923.074597
  nChanged 68
		SP:Iteration 15Q (45140.000000 sec): 3 clusters
  Score: Raw -651038.487673 + Penalty 4072.491343 = -646965.996330
  nChanged 66
		SP:Iteration 16Q (45140.180000 sec): 3 clusters
  Score: Raw -651078.814890 + Penalty 4072.491343 = -647006.323546
  nChanged 67
		SP:Iteration 17Q (45140.360000 sec): 3 clusters
  Score: Raw -651125.465854 + Penalty 4072.491343 = -647052.974511
  nChanged 73
		SP:Iteration 18Q (45140.530000 sec): 3 clusters
  Score: Raw -651175.566512 + Penalty 4072.491343 = -647103.075169
  nChanged 58
		SP:Iteration 19Q (45140.710000 sec): 3 clusters
  Score: Raw -651213.925607 + Penalty 4072.491343 = -647141.434264
  nChanged 54
		SP:Iteration 20F (45140.880000 sec): 3 clusters
  Score: Raw -651251.566048 + Penalty 4072.491343 = -647179.074705
  nChanged 44
		SP:Iteration 21Q (45141.060000 sec): 3 clusters
  Score: Raw -651277.923147 + Penalty 4072.491343 = -647205.431803
  nChanged 40
		SP:Iteration 22Q (45141.230000 sec): 3 clusters
  Score: Raw -651299.992682 + Penalty 4072.491343 = -647227.501338
  nChanged 18
		SP:Iteration 23Q (45141.410000 sec): 3 clusters
  Score: Raw -651309.130672 + Penalty 4072.491343 = -647236.639329
  nChanged 17
		SP:Iteration 24Q (45141.580000 sec): 3 clusters
  Score: Raw -651316.829497 + Penalty 4072.491343 = -647244.338154
  nChanged 16
		SP:Iteration 25Q (45141.760000 sec): 3 clusters
  Score: Raw -651324.750045 + Penalty 4072.491343 = -647252.258701
  nChanged 15
		SP:Iteration 26Q (45141.940000 sec): 3 clusters
  Score: Raw -651331.135241 + Penalty 4072.491343 = -647258.643898
  nChanged 16
		SP:Iteration 27Q (45142.110000 sec): 3 clusters
  Score: Raw -651335.986761 + Penalty 4072.491343 = -647263.495418
  nChanged 9
		SP:Iteration 28Q (45142.290000 sec): 3 clusters
  Score: Raw -651338.730128 + Penalty 4072.491343 = -647266.238784
  nChanged 11
		SP:Iteration 29Q (45142.460000 sec): 3 clusters
  Score: Raw -651343.497759 + Penalty 4072.491343 = -647271.006415
  nChanged 10
		SP:Iteration 30Q (45142.640000 sec): 3 clusters
  Score: Raw -651347.244137 + Penalty 4072.491343 = -647274.752794
  nChanged 6
		SP:Iteration 31Q (45142.820000 sec): 3 clusters
  Score: Raw -651348.541450 + Penalty 4072.491343 = -647276.050107
  nChanged 2
		SP:Iteration 32Q (45142.990000 sec): 3 clusters
  Score: Raw -651348.888274 + Penalty 4072.491343 = -647276.396930
  nChanged 1
		SP:Iteration 33Q (45143.160000 sec): 3 clusters
  Score: Raw -651349.108874 + Penalty 4072.491343 = -647276.617530
  nChanged 0
		SP:Iteration 34F (45143.340000 sec): 3 clusters
  Score: Raw -651349.108874 + Penalty 4072.491343 = -647276.617530
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 51 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45143.420000 sec): 2 clusters
  Score: Raw -191794.929634 + Penalty 1747.136469 = -190047.793165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45143.600000 sec): 3 clusters
  Score: Raw -191485.262497 + Penalty 3494.272938 = -187990.989559
  nChanged 301
		SP:Iteration 1F (45143.780000 sec): 3 clusters
  Score: Raw -191812.698559 + Penalty 3494.272938 = -188318.425621
  nChanged 90
		SP:Iteration 2F (45143.950000 sec): 3 clusters
  Score: Raw -191925.557229 + Penalty 3494.272938 = -188431.284291
  nChanged 45
		SP:Iteration 3Q (45144.130000 sec): 3 clusters
  Score: Raw -191977.325342 + Penalty 3494.272938 = -188483.052404
  nChanged 24
		SP:Iteration 4Q (45144.300000 sec): 3 clusters
  Score: Raw -192009.965891 + Penalty 3494.272938 = -188515.692953
  nChanged 26
		SP:Iteration 5Q (45144.480000 sec): 3 clusters
  Score: Raw -192041.616517 + Penalty 3494.272938 = -188547.343579
  nChanged 16
		SP:Iteration 6Q (45144.660000 sec): 3 clusters
  Score: Raw -192062.107249 + Penalty 3494.272938 = -188567.834311
  nChanged 14
		SP:Iteration 7Q (45144.830000 sec): 3 clusters
  Score: Raw -192079.786561 + Penalty 3494.272938 = -188585.513623
  nChanged 9
		SP:Iteration 8Q (45145.010000 sec): 3 clusters
  Score: Raw -192089.644327 + Penalty 3494.272938 = -188595.371389
  nChanged 9
		SP:Iteration 9Q (45145.180000 sec): 3 clusters
  Score: Raw -192099.310721 + Penalty 3494.272938 = -188605.037783
  nChanged 6
		SP:Iteration 10Q (45145.360000 sec): 3 clusters
  Score: Raw -192108.037485 + Penalty 3494.272938 = -188613.764547
  nChanged 13
		SP:Iteration 11Q (45145.540000 sec): 3 clusters
  Score: Raw -192126.442554 + Penalty 3494.272938 = -188632.169616
  nChanged 19
		SP:Iteration 12Q (45145.710000 sec): 3 clusters
  Score: Raw -192160.533113 + Penalty 3494.272938 = -188666.260175
  nChanged 20
		SP:Iteration 13Q (45145.890000 sec): 3 clusters
  Score: Raw -192200.910347 + Penalty 3494.272938 = -188706.637408
  nChanged 20
		SP:Iteration 14Q (45146.060000 sec): 3 clusters
  Score: Raw -192229.660464 + Penalty 3494.272938 = -188735.387526
  nChanged 13
		SP:Iteration 15Q (45146.240000 sec): 3 clusters
  Score: Raw -192246.236278 + Penalty 3494.272938 = -188751.963340
  nChanged 13
		SP:Iteration 16Q (45146.420000 sec): 3 clusters
  Score: Raw -192261.516195 + Penalty 3494.272938 = -188767.243257
  nChanged 15
		SP:Iteration 17Q (45146.590000 sec): 3 clusters
  Score: Raw -192284.591257 + Penalty 3494.272938 = -188790.318319
  nChanged 14
		SP:Iteration 18Q (45146.770000 sec): 3 clusters
  Score: Raw -192300.387962 + Penalty 3494.272938 = -188806.115024
  nChanged 14
		SP:Iteration 19Q (45146.940000 sec): 3 clusters
  Score: Raw -192322.064027 + Penalty 3494.272938 = -188827.791089
  nChanged 11
		SP:Iteration 20F (45147.160000 sec): 3 clusters
  Score: Raw -192342.287760 + Penalty 3494.272938 = -188848.014822
  nChanged 6
		SP:Iteration 21Q (45147.260000 sec): 3 clusters
  Score: Raw -192356.540274 + Penalty 3494.272938 = -188862.267336
  nChanged 11
		SP:Iteration 22Q (45147.440000 sec): 3 clusters
  Score: Raw -192378.885540 + Penalty 3494.272938 = -188884.612602
  nChanged 4
		SP:Iteration 23Q (45147.620000 sec): 3 clusters
  Score: Raw -192385.122072 + Penalty 3494.272938 = -188890.849134
  nChanged 1
		SP:Iteration 24Q (45147.790000 sec): 3 clusters
  Score: Raw -192386.727634 + Penalty 3494.272938 = -188892.454696
  nChanged 2
		SP:Iteration 25Q (45147.970000 sec): 3 clusters
  Score: Raw -192387.866120 + Penalty 3494.272938 = -188893.593182
  nChanged 2
		SP:Iteration 26Q (45148.140000 sec): 3 clusters
  Score: Raw -192390.006898 + Penalty 3494.272938 = -188895.733960
  nChanged 0
		SP:Iteration 27F (45148.320000 sec): 3 clusters
  Score: Raw -192390.006898 + Penalty 3494.272938 = -188895.733960
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 52 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45148.400000 sec): 2 clusters
  Score: Raw -20609.520893 + Penalty 1229.045110 = -19380.475783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45148.580000 sec): 3 clusters
  Score: Raw -20987.277501 + Penalty 2458.090221 = -18529.187280
  nChanged 10
		SP:Iteration 1F (45148.760000 sec): 3 clusters
  Score: Raw -21049.547855 + Penalty 2458.090221 = -18591.457635
  nChanged 4
		SP:Iteration 2Q (45148.930000 sec): 3 clusters
  Score: Raw -21069.383581 + Penalty 2458.090221 = -18611.293361
  nChanged 1
		SP:Iteration 3Q (45149.110000 sec): 3 clusters
  Score: Raw -21073.384848 + Penalty 2458.090221 = -18615.294627
  nChanged 0
		SP:Iteration 4F (45149.280000 sec): 3 clusters
  Score: Raw -21073.384848 + Penalty 2458.090221 = -18615.294627
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 53 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45149.370000 sec): 2 clusters
  Score: Raw -52661.678839 + Penalty 1428.988743 = -51232.690096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45149.460000 sec): 3 clusters
  Score: Raw -52786.844244 + Penalty 2857.977486 = -49928.866758
  nChanged 31
		SP:Iteration 1F (45149.470000 sec): 3 clusters
  Score: Raw -52889.709044 + Penalty 2857.977486 = -50031.731558
  nChanged 8
		SP:Iteration 2Q (45149.480000 sec): 3 clusters
  Score: Raw -52912.272902 + Penalty 2857.977486 = -50054.295416
  nChanged 4
		SP:Iteration 3Q (45149.490000 sec): 3 clusters
  Score: Raw -52925.815027 + Penalty 2857.977486 = -50067.837541
  nChanged 2
		SP:Iteration 4Q (45149.500000 sec): 3 clusters
  Score: Raw -52932.595431 + Penalty 2857.977486 = -50074.617945
  nChanged 1
		SP:Iteration 5Q (45149.520000 sec): 3 clusters
  Score: Raw -52935.490452 + Penalty 2857.977486 = -50077.512966
  nChanged 0
		SP:Iteration 6F (45149.520000 sec): 3 clusters
  Score: Raw -52935.490452 + Penalty 2857.977486 = -50077.512966
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 54 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45149.550000 sec): 2 clusters
  Score: Raw -80933.445867 + Penalty 1524.289656 = -79409.156211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45149.580000 sec): 3 clusters
  Score: Raw -80989.421700 + Penalty 3048.579312 = -77940.842388
  nChanged 82
		SP:Iteration 1F (45149.600000 sec): 3 clusters
  Score: Raw -81153.380993 + Penalty 3048.579312 = -78104.801681
  nChanged 30
		SP:Iteration 2F (45149.620000 sec): 3 clusters
  Score: Raw -81232.314831 + Penalty 3048.579312 = -78183.735520
  nChanged 16
		SP:Iteration 3Q (45149.640000 sec): 3 clusters
  Score: Raw -81264.363131 + Penalty 3048.579312 = -78215.783819
  nChanged 13
		SP:Iteration 4Q (45149.660000 sec): 3 clusters
  Score: Raw -81297.136034 + Penalty 3048.579312 = -78248.556723
  nChanged 4
		SP:Iteration 5Q (45149.680000 sec): 3 clusters
  Score: Raw -81312.611872 + Penalty 3048.579312 = -78264.032560
  nChanged 2
		SP:Iteration 6Q (45149.710000 sec): 3 clusters
  Score: Raw -81316.273591 + Penalty 3048.579312 = -78267.694279
  nChanged 0
		SP:Iteration 7F (45149.730000 sec): 3 clusters
  Score: Raw -81316.273591 + Penalty 3048.579312 = -78267.694279
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 55 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45149.750000 sec): 2 clusters
  Score: Raw -22819.289950 + Penalty 1235.934442 = -21583.355508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45149.760000 sec): 3 clusters
  Score: Raw -23073.389881 + Penalty 2471.868884 = -20601.520996
  nChanged 6
		SP:Iteration 1Q (45149.770000 sec): 3 clusters
  Score: Raw -23102.182381 + Penalty 2471.868884 = -20630.313497
  nChanged 0
		SP:Iteration 2F (45149.780000 sec): 3 clusters
  Score: Raw -23102.182381 + Penalty 2471.868884 = -20630.313497
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 56 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45149.800000 sec): 2 clusters
  Score: Raw -95110.744813 + Penalty 1583.946071 = -93526.798741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45149.830000 sec): 3 clusters
  Score: Raw -95106.637453 + Penalty 3167.892142 = -91938.745311
  nChanged 131
		SP:Iteration 1F (45149.850000 sec): 3 clusters
  Score: Raw -95394.121499 + Penalty 3167.892142 = -92226.229357
  nChanged 40
		SP:Iteration 2F (45149.880000 sec): 3 clusters
  Score: Raw -95549.647399 + Penalty 3167.892142 = -92381.755256
  nChanged 25
		SP:Iteration 3Q (45149.900000 sec): 3 clusters
  Score: Raw -95610.497322 + Penalty 3167.892142 = -92442.605180
  nChanged 15
		SP:Iteration 4Q (45149.920000 sec): 3 clusters
  Score: Raw -95646.423098 + Penalty 3167.892142 = -92478.530955
  nChanged 10
		SP:Iteration 5Q (45149.940000 sec): 3 clusters
  Score: Raw -95679.591394 + Penalty 3167.892142 = -92511.699252
  nChanged 8
		SP:Iteration 6Q (45149.960000 sec): 3 clusters
  Score: Raw -95707.193280 + Penalty 3167.892142 = -92539.301138
  nChanged 9
		SP:Iteration 7Q (45149.990000 sec): 3 clusters
  Score: Raw -95735.909053 + Penalty 3167.892142 = -92568.016911
  nChanged 9
		SP:Iteration 8Q (45150.010000 sec): 3 clusters
  Score: Raw -95752.072343 + Penalty 3167.892142 = -92584.180201
  nChanged 3
		SP:Iteration 9Q (45150.040000 sec): 3 clusters
  Score: Raw -95758.725717 + Penalty 3167.892142 = -92590.833575
  nChanged 2
		SP:Iteration 10Q (45150.060000 sec): 3 clusters
  Score: Raw -95763.496067 + Penalty 3167.892142 = -92595.603924
  nChanged 0
		SP:Iteration 11F (45150.080000 sec): 3 clusters
  Score: Raw -95763.496067 + Penalty 3167.892142 = -92595.603924
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 57 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45150.110000 sec): 2 clusters
  Score: Raw -43654.428737 + Penalty 1394.756342 = -42259.672395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45150.120000 sec): 3 clusters
  Score: Raw -43848.291416 + Penalty 2789.512683 = -41058.778733
  nChanged 43
		SP:Iteration 1F (45150.130000 sec): 3 clusters
  Score: Raw -43926.023074 + Penalty 2789.512683 = -41136.510391
  nChanged 9
		SP:Iteration 2Q (45150.140000 sec): 3 clusters
  Score: Raw -43962.486534 + Penalty 2789.512683 = -41172.973851
  nChanged 5
		SP:Iteration 3Q (45150.150000 sec): 3 clusters
  Score: Raw -43978.117693 + Penalty 2789.512683 = -41188.605010
  nChanged 5
		SP:Iteration 4Q (45150.160000 sec): 3 clusters
  Score: Raw -44013.552702 + Penalty 2789.512683 = -41224.040019
  nChanged 10
		SP:Iteration 5Q (45150.160000 sec): 3 clusters
  Score: Raw -44047.458450 + Penalty 2789.512683 = -41257.945767
  nChanged 1
		SP:Iteration 6Q (45150.170000 sec): 3 clusters
  Score: Raw -44051.306603 + Penalty 2789.512683 = -41261.793920
  nChanged 1
		SP:Iteration 7Q (45150.180000 sec): 3 clusters
  Score: Raw -44054.348919 + Penalty 2789.512683 = -41264.836236
  nChanged 1
		SP:Iteration 8Q (45150.190000 sec): 3 clusters
  Score: Raw -44056.105800 + Penalty 2789.512683 = -41266.593117
  nChanged 2
		SP:Iteration 9Q (45150.200000 sec): 3 clusters
  Score: Raw -44064.774835 + Penalty 2789.512683 = -41275.262152
  nChanged 1
		SP:Iteration 10Q (45150.200000 sec): 3 clusters
  Score: Raw -44067.040013 + Penalty 2789.512683 = -41277.527330
  nChanged 0
		SP:Iteration 11F (45150.210000 sec): 3 clusters
  Score: Raw -44067.040013 + Penalty 2789.512683 = -41277.527330
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 58 (1145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45150.260000 sec): 2 clusters
  Score: Raw -185445.836596 + Penalty 1746.703659 = -183699.132937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45150.290000 sec): 3 clusters
  Score: Raw -185163.163226 + Penalty 3493.407318 = -181669.755908
  nChanged 333
		SP:Iteration 1F (45150.350000 sec): 3 clusters
  Score: Raw -185537.962081 + Penalty 3493.407318 = -182044.554763
  nChanged 82
		SP:Iteration 2F (45150.540000 sec): 3 clusters
  Score: Raw -185655.771305 + Penalty 3493.407318 = -182162.363987
  nChanged 51
		SP:Iteration 3Q (45150.710000 sec): 3 clusters
  Score: Raw -185743.693321 + Penalty 3493.407318 = -182250.286003
  nChanged 37
		SP:Iteration 4Q (45150.890000 sec): 3 clusters
  Score: Raw -185795.483915 + Penalty 3493.407318 = -182302.076597
  nChanged 28
		SP:Iteration 5Q (45151.060000 sec): 3 clusters
  Score: Raw -185841.634801 + Penalty 3493.407318 = -182348.227483
  nChanged 26
		SP:Iteration 6Q (45151.240000 sec): 3 clusters
  Score: Raw -185865.830117 + Penalty 3493.407318 = -182372.422799
  nChanged 15
		SP:Iteration 7Q (45151.420000 sec): 3 clusters
  Score: Raw -185881.783605 + Penalty 3493.407318 = -182388.376287
  nChanged 12
		SP:Iteration 8Q (45151.590000 sec): 3 clusters
  Score: Raw -185903.518974 + Penalty 3493.407318 = -182410.111656
  nChanged 13
		SP:Iteration 9Q (45151.770000 sec): 3 clusters
  Score: Raw -185921.387249 + Penalty 3493.407318 = -182427.979930
  nChanged 16
		SP:Iteration 10Q (45151.940000 sec): 3 clusters
  Score: Raw -185943.658844 + Penalty 3493.407318 = -182450.251526
  nChanged 14
		SP:Iteration 11Q (45152.120000 sec): 3 clusters
  Score: Raw -185967.390801 + Penalty 3493.407318 = -182473.983483
  nChanged 17
		SP:Iteration 12Q (45152.300000 sec): 3 clusters
  Score: Raw -186001.861480 + Penalty 3493.407318 = -182508.454162
  nChanged 19
		SP:Iteration 13Q (45152.390000 sec): 3 clusters
  Score: Raw -186046.528831 + Penalty 3493.407318 = -182553.121513
  nChanged 19
		SP:Iteration 14Q (45152.420000 sec): 3 clusters
  Score: Raw -186082.589721 + Penalty 3493.407318 = -182589.182403
  nChanged 20
		SP:Iteration 15Q (45152.450000 sec): 3 clusters
  Score: Raw -186135.492422 + Penalty 3493.407318 = -182642.085104
  nChanged 23
		SP:Iteration 16Q (45152.480000 sec): 3 clusters
  Score: Raw -186186.441493 + Penalty 3493.407318 = -182693.034175
  nChanged 16
		SP:Iteration 17Q (45152.510000 sec): 3 clusters
  Score: Raw -186217.865503 + Penalty 3493.407318 = -182724.458184
  nChanged 15
		SP:Iteration 18Q (45152.540000 sec): 3 clusters
  Score: Raw -186243.772420 + Penalty 3493.407318 = -182750.365102
  nChanged 13
		SP:Iteration 19Q (45152.580000 sec): 3 clusters
  Score: Raw -186259.467131 + Penalty 3493.407318 = -182766.059812
  nChanged 7
		SP:Iteration 20F (45152.610000 sec): 3 clusters
  Score: Raw -186268.616147 + Penalty 3493.407318 = -182775.208829
  nChanged 6
		SP:Iteration 21Q (45152.640000 sec): 3 clusters
  Score: Raw -186276.317137 + Penalty 3493.407318 = -182782.909819
  nChanged 6
		SP:Iteration 22Q (45152.670000 sec): 3 clusters
  Score: Raw -186281.568425 + Penalty 3493.407318 = -182788.161107
  nChanged 5
		SP:Iteration 23Q (45152.700000 sec): 3 clusters
  Score: Raw -186284.802870 + Penalty 3493.407318 = -182791.395551
  nChanged 3
		SP:Iteration 24Q (45152.740000 sec): 3 clusters
  Score: Raw -186287.087827 + Penalty 3493.407318 = -182793.680509
  nChanged 2
		SP:Iteration 25Q (45152.770000 sec): 3 clusters
  Score: Raw -186288.442836 + Penalty 3493.407318 = -182795.035517
  nChanged 1
		SP:Iteration 26Q (45152.800000 sec): 3 clusters
  Score: Raw -186288.902735 + Penalty 3493.407318 = -182795.495417
  nChanged 0
		SP:Iteration 27F (45152.830000 sec): 3 clusters
  Score: Raw -186288.902735 + Penalty 3493.407318 = -182795.495417
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 59 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45152.870000 sec): 2 clusters
  Score: Raw -46006.816079 + Penalty 1454.180532 = -44552.635547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45152.880000 sec): 3 clusters
  Score: Raw -46475.935996 + Penalty 2908.361063 = -43567.574933
  nChanged 96
		SP:Iteration 1F (45152.900000 sec): 3 clusters
  Score: Raw -46816.016801 + Penalty 2908.361063 = -43907.655738
  nChanged 18
		SP:Iteration 2F (45152.910000 sec): 3 clusters
  Score: Raw -46865.651071 + Penalty 2908.361063 = -43957.290008
  nChanged 2
		SP:Iteration 3Q (45152.930000 sec): 3 clusters
  Score: Raw -46867.564157 + Penalty 2908.361063 = -43959.203094
  nChanged 1
		SP:Iteration 4Q (45152.940000 sec): 3 clusters
  Score: Raw -46868.475317 + Penalty 2908.361063 = -43960.114254
  nChanged 3
		SP:Iteration 5Q (45152.950000 sec): 3 clusters
  Score: Raw -46874.511651 + Penalty 2908.361063 = -43966.150588
  nChanged 4
		SP:Iteration 6Q (45152.960000 sec): 3 clusters
  Score: Raw -46890.558688 + Penalty 2908.361063 = -43982.197625
  nChanged 4
		SP:Iteration 7Q (45152.980000 sec): 3 clusters
  Score: Raw -46907.503941 + Penalty 2908.361063 = -43999.142878
  nChanged 3
		SP:Iteration 8Q (45153.000000 sec): 3 clusters
  Score: Raw -46916.092913 + Penalty 2908.361063 = -44007.731850
  nChanged 4
		SP:Iteration 9Q (45153.010000 sec): 3 clusters
  Score: Raw -46925.978702 + Penalty 2908.361063 = -44017.617639
  nChanged 2
		SP:Iteration 10Q (45153.020000 sec): 3 clusters
  Score: Raw -46931.284705 + Penalty 2908.361063 = -44022.923642
  nChanged 1
		SP:Iteration 11Q (45153.040000 sec): 3 clusters
  Score: Raw -46931.622492 + Penalty 2908.361063 = -44023.261429
  nChanged 0
		SP:Iteration 12F (45153.050000 sec): 3 clusters
  Score: Raw -46931.622492 + Penalty 2908.361063 = -44023.261429
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 60 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45153.090000 sec): 2 clusters
  Score: Raw -68634.958083 + Penalty 1571.093454 = -67063.864629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45153.110000 sec): 3 clusters
  Score: Raw -68753.717457 + Penalty 3142.186909 = -65611.530548
  nChanged 130
		SP:Iteration 1F (45153.140000 sec): 3 clusters
  Score: Raw -69105.655746 + Penalty 3142.186909 = -65963.468837
  nChanged 57
		SP:Iteration 2F (45153.160000 sec): 3 clusters
  Score: Raw -69356.656905 + Penalty 3142.186909 = -66214.469997
  nChanged 35
		SP:Iteration 3F (45153.180000 sec): 3 clusters
  Score: Raw -69548.410514 + Penalty 3142.186909 = -66406.223606
  nChanged 27
		SP:Iteration 4Q (45153.200000 sec): 3 clusters
  Score: Raw -69701.886769 + Penalty 3142.186909 = -66559.699861
  nChanged 16
		SP:Iteration 5Q (45153.230000 sec): 3 clusters
  Score: Raw -69805.069467 + Penalty 3142.186909 = -66662.882558
  nChanged 8
		SP:Iteration 6Q (45153.250000 sec): 3 clusters
  Score: Raw -69835.743949 + Penalty 3142.186909 = -66693.557040
  nChanged 4
		SP:Iteration 7Q (45153.270000 sec): 3 clusters
  Score: Raw -69848.815025 + Penalty 3142.186909 = -66706.628116
  nChanged 3
		SP:Iteration 8Q (45153.300000 sec): 3 clusters
  Score: Raw -69855.531835 + Penalty 3142.186909 = -66713.344926
  nChanged 2
		SP:Iteration 9Q (45153.320000 sec): 3 clusters
  Score: Raw -69869.209122 + Penalty 3142.186909 = -66727.022214
  nChanged 0
		SP:Iteration 10F (45153.340000 sec): 3 clusters
  Score: Raw -69869.209122 + Penalty 3142.186909 = -66727.022214
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.86 GB.

 Trying to split cluster 61 (599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45153.370000 sec): 2 clusters
  Score: Raw -85337.682918 + Penalty 1586.024876 = -83751.658041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45153.400000 sec): 3 clusters
  Score: Raw -85346.883518 + Penalty 3172.049753 = -82174.833765
  nChanged 130
		SP:Iteration 1F (45153.420000 sec): 3 clusters
  Score: Raw -85544.445283 + Penalty 3172.049753 = -82372.395531
  nChanged 53
		SP:Iteration 2F (45153.440000 sec): 3 clusters
  Score: Raw -85663.776464 + Penalty 3172.049753 = -82491.726711
  nChanged 34
		SP:Iteration 3F (45153.460000 sec): 3 clusters
  Score: Raw -85728.376354 + Penalty 3172.049753 = -82556.326601
  nChanged 16
		SP:Iteration 4Q (45153.480000 sec): 3 clusters
  Score: Raw -85762.945026 + Penalty 3172.049753 = -82590.895273
  nChanged 10
		SP:Iteration 5Q (45153.500000 sec): 3 clusters
  Score: Raw -85814.956787 + Penalty 3172.049753 = -82642.907034
  nChanged 12
		SP:Iteration 6Q (45153.530000 sec): 3 clusters
  Score: Raw -85854.048679 + Penalty 3172.049753 = -82681.998927
  nChanged 10
		SP:Iteration 7Q (45153.550000 sec): 3 clusters
  Score: Raw -85884.801439 + Penalty 3172.049753 = -82712.751687
  nChanged 9
		SP:Iteration 8Q (45153.570000 sec): 3 clusters
  Score: Raw -85925.399950 + Penalty 3172.049753 = -82753.350197
  nChanged 13
		SP:Iteration 9Q (45153.600000 sec): 3 clusters
  Score: Raw -85987.636543 + Penalty 3172.049753 = -82815.586790
  nChanged 17
		SP:Iteration 10Q (45153.620000 sec): 3 clusters
  Score: Raw -86035.993518 + Penalty 3172.049753 = -82863.943765
  nChanged 9
		SP:Iteration 11Q (45153.640000 sec): 3 clusters
  Score: Raw -86076.822568 + Penalty 3172.049753 = -82904.772816
  nChanged 11
		SP:Iteration 12Q (45153.660000 sec): 3 clusters
  Score: Raw -86105.226243 + Penalty 3172.049753 = -82933.176491
  nChanged 5
		SP:Iteration 13Q (45153.690000 sec): 3 clusters
  Score: Raw -86128.233839 + Penalty 3172.049753 = -82956.184086
  nChanged 10
		SP:Iteration 14Q (45153.710000 sec): 3 clusters
  Score: Raw -86163.276852 + Penalty 3172.049753 = -82991.227100
  nChanged 4
		SP:Iteration 15Q (45153.730000 sec): 3 clusters
  Score: Raw -86178.759321 + Penalty 3172.049753 = -83006.709568
  nChanged 2
		SP:Iteration 16Q (45153.760000 sec): 3 clusters
  Score: Raw -86183.640948 + Penalty 3172.049753 = -83011.591196
  nChanged 1
		SP:Iteration 17Q (45153.780000 sec): 3 clusters
  Score: Raw -86185.387131 + Penalty 3172.049753 = -83013.337378
  nChanged 0
		SP:Iteration 18F (45153.800000 sec): 3 clusters
  Score: Raw -86185.387131 + Penalty 3172.049753 = -83013.337378
  nChanged 0
------ Evaluating fit on full set of 1549918 points ------
  Score: Raw -274149420.697373 + Penalty 212095.243254 = -273937325.454119
Time taken for this iteration:45512.840000 seconds.
 20->61 Clusters: Score -273937325.454119, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 0.96 GB would take us to total of 3.85 GB.
------ Running on subset of 516639 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 10 (116 points): Lose 64.245657 but Gain 3262.464713
Iteration 0F (45577.450000 sec): 20 clusters
  Score: Raw -73562064.730913 + Penalty 61986.829553 = -73500077.901360
  nChanged 491044
Deleting Class 9 (257 points): Lose 1297.086950 but Gain 3262.464713
Iteration 1F (45613.380000 sec): 19 clusters
  Score: Raw -89948478.968362 + Penalty 58724.364839 = -89889754.603522
  nChanged 47486
Deleting Class 16 (406 points): Lose 2760.208376 but Gain 3262.464713
Iteration 2F (45647.730000 sec): 18 clusters
  Score: Raw -90393673.011958 + Penalty 55461.900126 = -90338211.111832
  nChanged 22707
Iteration 3Q (45668.990000 sec): 18 clusters
  Score: Raw -90538262.796605 + Penalty 55461.900126 = -90482800.896479
  nChanged 15125
Iteration 4Q (45691.410000 sec): 18 clusters
  Score: Raw -90572222.441364 + Penalty 55461.900126 = -90516760.541238
  nChanged 12924
Iteration 5Q (45713.490000 sec): 18 clusters
  Score: Raw -90591995.751897 + Penalty 55461.900126 = -90536533.851771
  nChanged 12039
Iteration 6Q (45735.690000 sec): 18 clusters
  Score: Raw -90604996.404846 + Penalty 55461.900126 = -90549534.504720
  nChanged 11655
Iteration 7Q (45757.800000 sec): 18 clusters
  Score: Raw -90614384.416865 + Penalty 55461.900126 = -90558922.516738
  nChanged 11940
Iteration 8Q (45780.210000 sec): 18 clusters
  Score: Raw -90623200.719746 + Penalty 55461.900126 = -90567738.819620
  nChanged 12537
Iteration 9Q (45802.140000 sec): 18 clusters
  Score: Raw -90632451.517503 + Penalty 55461.900126 = -90576989.617377
  nChanged 13508
Iteration 10Q (45823.820000 sec): 18 clusters
  Score: Raw -90642785.883432 + Penalty 55461.900126 = -90587323.983306
  nChanged 14226
Iteration 11Q (45846.010000 sec): 18 clusters
  Score: Raw -90653358.762230 + Penalty 55461.900126 = -90597896.862104
  nChanged 14879
Iteration 12Q (45868.460000 sec): 18 clusters
  Score: Raw -90663938.303449 + Penalty 55461.900126 = -90608476.403323
  nChanged 15882
Iteration 13Q (45890.250000 sec): 18 clusters
  Score: Raw -90674465.259957 + Penalty 55461.900126 = -90619003.359831
  nChanged 17135
Iteration 14Q (45912.370000 sec): 18 clusters
  Score: Raw -90686128.572251 + Penalty 55461.900126 = -90630666.672125
  nChanged 18682
Iteration 15Q (45934.490000 sec): 18 clusters
  Score: Raw -90699485.539746 + Penalty 55461.900126 = -90644023.639619
  nChanged 20108
Iteration 16Q (45956.570000 sec): 18 clusters
  Score: Raw -90714762.574095 + Penalty 55461.900126 = -90659300.673969
  nChanged 20351
Iteration 17Q (45978.420000 sec): 18 clusters
  Score: Raw -90730830.786193 + Penalty 55461.900126 = -90675368.886067
  nChanged 18452
Iteration 18Q (46000.800000 sec): 18 clusters
  Score: Raw -90745886.535831 + Penalty 55461.900126 = -90690424.635704
  nChanged 15659
Iteration 19Q (46023.080000 sec): 18 clusters
  Score: Raw -90758862.464259 + Penalty 55461.900126 = -90703400.564133
  nChanged 12613
Writing temp clu file 
Because OldScore, -90690424.635704, is greater than current (better) Score,-90703400.564133 
 Compute initial score before splitting:   Score: Raw -90758862.464259 + Penalty 55461.900126 = -90703400.564133
Memory request: 0.01 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (6752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46023.260000 sec): 2 clusters
  Score: Raw -1098446.485829 + Penalty 2186.763321 = -1096259.722508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46023.450000 sec): 3 clusters
  Score: Raw -1095205.656723 + Penalty 4373.526642 = -1090832.130081
  nChanged 2774
		SP:Iteration 1F (46023.630000 sec): 3 clusters
  Score: Raw -1098878.928499 + Penalty 4373.526642 = -1094505.401857
  nChanged 986
		SP:Iteration 2F (46023.820000 sec): 3 clusters
  Score: Raw -1101768.235562 + Penalty 4373.526642 = -1097394.708920
  nChanged 821
		SP:Iteration 3F (46024.010000 sec): 3 clusters
  Score: Raw -1103275.858915 + Penalty 4373.526642 = -1098902.332273
  nChanged 531
		SP:Iteration 4F (46024.200000 sec): 3 clusters
  Score: Raw -1104149.700274 + Penalty 4373.526642 = -1099776.173632
  nChanged 294
		SP:Iteration 5Q (46024.390000 sec): 3 clusters
  Score: Raw -1104607.959427 + Penalty 4373.526642 = -1100234.432785
  nChanged 203
		SP:Iteration 6Q (46024.580000 sec): 3 clusters
  Score: Raw -1104903.694419 + Penalty 4373.526642 = -1100530.167777
  nChanged 176
		SP:Iteration 7Q (46024.770000 sec): 3 clusters
  Score: Raw -1105158.744469 + Penalty 4373.526642 = -1100785.217827
  nChanged 156
		SP:Iteration 8Q (46024.960000 sec): 3 clusters
  Score: Raw -1105439.860608 + Penalty 4373.526642 = -1101066.333966
  nChanged 177
		SP:Iteration 9Q (46025.150000 sec): 3 clusters
  Score: Raw -1105870.212116 + Penalty 4373.526642 = -1101496.685474
  nChanged 148
		SP:Iteration 10Q (46025.340000 sec): 3 clusters
  Score: Raw -1106150.632779 + Penalty 4373.526642 = -1101777.106137
  nChanged 102
		SP:Iteration 11Q (46025.530000 sec): 3 clusters
  Score: Raw -1106297.815123 + Penalty 4373.526642 = -1101924.288481
  nChanged 60
		SP:Iteration 12Q (46025.760000 sec): 3 clusters
  Score: Raw -1106365.048415 + Penalty 4373.526642 = -1101991.521773
  nChanged 39
		SP:Iteration 13Q (46025.940000 sec): 3 clusters
  Score: Raw -1106397.501550 + Penalty 4373.526642 = -1102023.974908
  nChanged 30
		SP:Iteration 14Q (46026.130000 sec): 3 clusters
  Score: Raw -1106425.535122 + Penalty 4373.526642 = -1102052.008480
  nChanged 24
		SP:Iteration 15Q (46026.320000 sec): 3 clusters
  Score: Raw -1106449.353112 + Penalty 4373.526642 = -1102075.826470
  nChanged 12
		SP:Iteration 16Q (46026.510000 sec): 3 clusters
  Score: Raw -1106461.341369 + Penalty 4373.526642 = -1102087.814727
  nChanged 13
		SP:Iteration 17Q (46026.690000 sec): 3 clusters
  Score: Raw -1106473.456653 + Penalty 4373.526642 = -1102099.930011
  nChanged 7
		SP:Iteration 18Q (46026.880000 sec): 3 clusters
  Score: Raw -1106478.950000 + Penalty 4373.526642 = -1102105.423358
  nChanged 4
		SP:Iteration 19Q (46027.080000 sec): 3 clusters
  Score: Raw -1106481.554983 + Penalty 4373.526642 = -1102108.028341
  nChanged 3
		SP:Iteration 20F (46027.260000 sec): 3 clusters
  Score: Raw -1106562.093466 + Penalty 4373.526642 = -1102188.566824
  nChanged 25
		SP:Iteration 21Q (46027.450000 sec): 3 clusters
  Score: Raw -1106713.019016 + Penalty 4373.526642 = -1102339.492374
  nChanged 25
		SP:Iteration 22Q (46027.650000 sec): 3 clusters
  Score: Raw -1106760.515461 + Penalty 4373.526642 = -1102386.988819
  nChanged 9
		SP:Iteration 23Q (46027.830000 sec): 3 clusters
  Score: Raw -1106770.239126 + Penalty 4373.526642 = -1102396.712484
  nChanged 3
		SP:Iteration 24Q (46028.020000 sec): 3 clusters
  Score: Raw -1106772.465694 + Penalty 4373.526642 = -1102398.939052
  nChanged 1
		SP:Iteration 25Q (46028.220000 sec): 3 clusters
  Score: Raw -1106772.605289 + Penalty 4373.526642 = -1102399.078647
  nChanged 0
		SP:Iteration 26F (46028.400000 sec): 3 clusters
  Score: Raw -1106772.605289 + Penalty 4373.526642 = -1102399.078647
  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 3.87 GB.

 Trying to split cluster 2 (2081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46028.500000 sec): 2 clusters
  Score: Raw -323930.727655 + Penalty 1894.869749 = -322035.857906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46028.680000 sec): 3 clusters
  Score: Raw -323373.965045 + Penalty 3789.739498 = -319584.225547
  nChanged 729
		SP:Iteration 1F (46028.870000 sec): 3 clusters
  Score: Raw -325940.075539 + Penalty 3789.739498 = -322150.336041
  nChanged 408
		SP:Iteration 2F (46029.030000 sec): 3 clusters
  Score: Raw -328526.160730 + Penalty 3789.739498 = -324736.421232
  nChanged 200
		SP:Iteration 3F (46029.210000 sec): 3 clusters
  Score: Raw -329075.789043 + Penalty 3789.739498 = -325286.049546
  nChanged 75
		SP:Iteration 4Q (46029.400000 sec): 3 clusters
  Score: Raw -329469.486813 + Penalty 3789.739498 = -325679.747316
  nChanged 66
		SP:Iteration 5Q (46029.560000 sec): 3 clusters
  Score: Raw -330037.807500 + Penalty 3789.739498 = -326248.068002
  nChanged 74
		SP:Iteration 6Q (46029.730000 sec): 3 clusters
  Score: Raw -330685.294048 + Penalty 3789.739498 = -326895.554550
  nChanged 73
		SP:Iteration 7Q (46029.910000 sec): 3 clusters
  Score: Raw -331135.356655 + Penalty 3789.739498 = -327345.617157
  nChanged 43
		SP:Iteration 8Q (46030.080000 sec): 3 clusters
  Score: Raw -331285.514666 + Penalty 3789.739498 = -327495.775168
  nChanged 29
		SP:Iteration 9Q (46030.260000 sec): 3 clusters
  Score: Raw -331345.212518 + Penalty 3789.739498 = -327555.473020
  nChanged 14
		SP:Iteration 10Q (46030.440000 sec): 3 clusters
  Score: Raw -331367.709767 + Penalty 3789.739498 = -327577.970269
  nChanged 8
		SP:Iteration 11Q (46030.610000 sec): 3 clusters
  Score: Raw -331375.348568 + Penalty 3789.739498 = -327585.609070
  nChanged 2
		SP:Iteration 12Q (46030.830000 sec): 3 clusters
  Score: Raw -331376.755669 + Penalty 3789.739498 = -327587.016171
  nChanged 1
		SP:Iteration 13Q (46030.990000 sec): 3 clusters
  Score: Raw -331377.230329 + Penalty 3789.739498 = -327587.490832
  nChanged 1
		SP:Iteration 14Q (46031.140000 sec): 3 clusters
  Score: Raw -331378.189878 + Penalty 3789.739498 = -327588.450380
  nChanged 0
		SP:Iteration 15F (46031.300000 sec): 3 clusters
  Score: Raw -331384.036427 + Penalty 3789.739498 = -327594.296929
  nChanged 6
		SP:Iteration 16Q (46031.450000 sec): 3 clusters
  Score: Raw -331393.620218 + Penalty 3789.739498 = -327603.880720
  nChanged 4
		SP:Iteration 17Q (46031.610000 sec): 3 clusters
  Score: Raw -331400.900143 + Penalty 3789.739498 = -327611.160645
  nChanged 4
		SP:Iteration 18Q (46031.760000 sec): 3 clusters
  Score: Raw -331412.633092 + Penalty 3789.739498 = -327622.893594
  nChanged 6
		SP:Iteration 19Q (46031.920000 sec): 3 clusters
  Score: Raw -331428.329317 + Penalty 3789.739498 = -327638.589819
  nChanged 2
		SP:Iteration 20F (46032.070000 sec): 3 clusters
  Score: Raw -331434.659621 + Penalty 3789.739498 = -327644.920123
  nChanged 2
		SP:Iteration 21Q (46032.230000 sec): 3 clusters
  Score: Raw -331439.200510 + Penalty 3789.739498 = -327649.461012
  nChanged 1
		SP:Iteration 22Q (46032.380000 sec): 3 clusters
  Score: Raw -331443.139687 + Penalty 3789.739498 = -327653.400189
  nChanged 3
		SP:Iteration 23Q (46032.540000 sec): 3 clusters
  Score: Raw -331448.253851 + Penalty 3789.739498 = -327658.514353
  nChanged 3
		SP:Iteration 24Q (46032.690000 sec): 3 clusters
  Score: Raw -331453.332391 + Penalty 3789.739498 = -327663.592893
  nChanged 2
		SP:Iteration 25Q (46032.800000 sec): 3 clusters
  Score: Raw -331456.322288 + Penalty 3789.739498 = -327666.582790
  nChanged 2
		SP:Iteration 26Q (46032.980000 sec): 3 clusters
  Score: Raw -331460.904036 + Penalty 3789.739498 = -327671.164538
  nChanged 1
		SP:Iteration 27Q (46033.160000 sec): 3 clusters
  Score: Raw -331463.759060 + Penalty 3789.739498 = -327674.019562
  nChanged 2
		SP:Iteration 28Q (46033.330000 sec): 3 clusters
  Score: Raw -331468.272555 + Penalty 3789.739498 = -327678.533057
  nChanged 2
		SP:Iteration 29Q (46033.510000 sec): 3 clusters
  Score: Raw -331469.291165 + Penalty 3789.739498 = -327679.551667
  nChanged 1
		SP:Iteration 30Q (46033.690000 sec): 3 clusters
  Score: Raw -331470.325587 + Penalty 3789.739498 = -327680.586090
  nChanged 1
		SP:Iteration 31Q (46033.870000 sec): 3 clusters
  Score: Raw -331471.164691 + Penalty 3789.739498 = -327681.425193
  nChanged 0
		SP:Iteration 32F (46034.040000 sec): 3 clusters
  Score: Raw -331471.164691 + Penalty 3789.739498 = -327681.425193
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 10.
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 3 (810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46034.130000 sec): 2 clusters
  Score: Raw -124731.899088 + Penalty 1660.864493 = -123071.034595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46034.300000 sec): 3 clusters
  Score: Raw -124695.902444 + Penalty 3321.728987 = -121374.173458
  nChanged 224
		SP:Iteration 1F (46034.480000 sec): 3 clusters
  Score: Raw -125430.069677 + Penalty 3321.728987 = -122108.340690
  nChanged 97
		SP:Iteration 2F (46034.700000 sec): 3 clusters
  Score: Raw -126112.134970 + Penalty 3321.728987 = -122790.405984
  nChanged 87
		SP:Iteration 3F (46034.870000 sec): 3 clusters
  Score: Raw -126644.259854 + Penalty 3321.728987 = -123322.530867
  nChanged 59
		SP:Iteration 4F (46035.040000 sec): 3 clusters
  Score: Raw -126835.583189 + Penalty 3321.728987 = -123513.854202
  nChanged 26
		SP:Iteration 5Q (46035.210000 sec): 3 clusters
  Score: Raw -126914.624179 + Penalty 3321.728987 = -123592.895193
  nChanged 13
		SP:Iteration 6Q (46035.380000 sec): 3 clusters
  Score: Raw -126952.599367 + Penalty 3321.728987 = -123630.870380
  nChanged 12
		SP:Iteration 7Q (46035.550000 sec): 3 clusters
  Score: Raw -127003.872523 + Penalty 3321.728987 = -123682.143536
  nChanged 9
		SP:Iteration 8Q (46035.680000 sec): 3 clusters
  Score: Raw -127042.006776 + Penalty 3321.728987 = -123720.277789
  nChanged 4
		SP:Iteration 9Q (46035.850000 sec): 3 clusters
  Score: Raw -127054.329897 + Penalty 3321.728987 = -123732.600910
  nChanged 4
		SP:Iteration 10Q (46036.030000 sec): 3 clusters
  Score: Raw -127067.101437 + Penalty 3321.728987 = -123745.372450
  nChanged 0
		SP:Iteration 11F (46036.210000 sec): 3 clusters
  Score: Raw -127067.101437 + Penalty 3321.728987 = -123745.372450
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 16.
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46036.280000 sec): 2 clusters
  Score: Raw -283014.670194 + Penalty 1856.401919 = -281158.268275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46036.460000 sec): 3 clusters
  Score: Raw -282682.656738 + Penalty 3712.803838 = -278969.852900
  nChanged 633
		SP:Iteration 1F (46036.630000 sec): 3 clusters
  Score: Raw -284056.553734 + Penalty 3712.803838 = -280343.749896
  nChanged 297
		SP:Iteration 2F (46036.820000 sec): 3 clusters
  Score: Raw -285406.096071 + Penalty 3712.803838 = -281693.292233
  nChanged 194
		SP:Iteration 3F (46036.980000 sec): 3 clusters
  Score: Raw -286107.772365 + Penalty 3712.803838 = -282394.968527
  nChanged 83
		SP:Iteration 4Q (46037.160000 sec): 3 clusters
  Score: Raw -286394.499202 + Penalty 3712.803838 = -282681.695364
  nChanged 36
		SP:Iteration 5Q (46037.340000 sec): 3 clusters
  Score: Raw -286447.722689 + Penalty 3712.803838 = -282734.918851
  nChanged 14
		SP:Iteration 6Q (46037.510000 sec): 3 clusters
  Score: Raw -286464.970167 + Penalty 3712.803838 = -282752.166329
  nChanged 6
		SP:Iteration 7Q (46037.690000 sec): 3 clusters
  Score: Raw -286472.527263 + Penalty 3712.803838 = -282759.723425
  nChanged 3
		SP:Iteration 8Q (46037.860000 sec): 3 clusters
  Score: Raw -286474.563439 + Penalty 3712.803838 = -282761.759601
  nChanged 1
		SP:Iteration 9Q (46038.040000 sec): 3 clusters
  Score: Raw -286475.163884 + Penalty 3712.803838 = -282762.360046
  nChanged 0
		SP:Iteration 10F (46038.210000 sec): 3 clusters
  Score: Raw -286475.163884 + Penalty 3712.803838 = -282762.360046
  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 3.87 GB.

 Trying to split cluster 5 (882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46038.300000 sec): 2 clusters
  Score: Raw -100227.612525 + Penalty 1681.983630 = -98545.628896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46038.480000 sec): 3 clusters
  Score: Raw -100468.669027 + Penalty 3363.967260 = -97104.701767
  nChanged 305
		SP:Iteration 1F (46038.650000 sec): 3 clusters
  Score: Raw -101589.083692 + Penalty 3363.967260 = -98225.116432
  nChanged 101
		SP:Iteration 2F (46038.830000 sec): 3 clusters
  Score: Raw -102278.537411 + Penalty 3363.967260 = -98914.570152
  nChanged 41
		SP:Iteration 3Q (46039.000000 sec): 3 clusters
  Score: Raw -102573.142602 + Penalty 3363.967260 = -99209.175342
  nChanged 26
		SP:Iteration 4Q (46039.180000 sec): 3 clusters
  Score: Raw -102701.796521 + Penalty 3363.967260 = -99337.829261
  nChanged 7
		SP:Iteration 5Q (46039.360000 sec): 3 clusters
  Score: Raw -102742.045916 + Penalty 3363.967260 = -99378.078657
  nChanged 7
		SP:Iteration 6Q (46039.530000 sec): 3 clusters
  Score: Raw -102771.414295 + Penalty 3363.967260 = -99407.447035
  nChanged 5
		SP:Iteration 7Q (46039.700000 sec): 3 clusters
  Score: Raw -102807.507192 + Penalty 3363.967260 = -99443.539932
  nChanged 5
		SP:Iteration 8Q (46039.880000 sec): 3 clusters
  Score: Raw -102820.023962 + Penalty 3363.967260 = -99456.056702
  nChanged 1
		SP:Iteration 9Q (46040.060000 sec): 3 clusters
  Score: Raw -102820.524807 + Penalty 3363.967260 = -99456.557548
  nChanged 0
		SP:Iteration 10F (46040.230000 sec): 3 clusters
  Score: Raw -102826.457060 + Penalty 3363.967260 = -99462.489801
  nChanged 1
		SP:Iteration 11Q (46040.410000 sec): 3 clusters
  Score: Raw -102846.452424 + Penalty 3363.967260 = -99482.485164
  nChanged 0
		SP:Iteration 12F (46040.580000 sec): 3 clusters
  Score: Raw -102846.452424 + Penalty 3363.967260 = -99482.485164
  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 3.87 GB.

 Trying to split cluster 6 (907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46040.670000 sec): 2 clusters
  Score: Raw -124939.236758 + Penalty 1688.915328 = -123250.321430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46040.850000 sec): 3 clusters
  Score: Raw -124960.192011 + Penalty 3377.830655 = -121582.361356
  nChanged 276
		SP:Iteration 1F (46041.070000 sec): 3 clusters
  Score: Raw -125361.482318 + Penalty 3377.830655 = -121983.651663
  nChanged 72
		SP:Iteration 2F (46041.240000 sec): 3 clusters
  Score: Raw -125510.855815 + Penalty 3377.830655 = -122133.025159
  nChanged 39
		SP:Iteration 3Q (46041.410000 sec): 3 clusters
  Score: Raw -125640.103296 + Penalty 3377.830655 = -122262.272641
  nChanged 47
		SP:Iteration 4F (46041.580000 sec): 3 clusters
  Score: Raw -125784.177472 + Penalty 3377.830655 = -122406.346817
  nChanged 50
		SP:Iteration 5F (46041.750000 sec): 3 clusters
  Score: Raw -125933.946086 + Penalty 3377.830655 = -122556.115431
  nChanged 38
		SP:Iteration 6Q (46041.810000 sec): 3 clusters
  Score: Raw -126192.593494 + Penalty 3377.830655 = -122814.762839
  nChanged 48
		SP:Iteration 7F (46041.840000 sec): 3 clusters
  Score: Raw -126386.402781 + Penalty 3377.830655 = -123008.572126
  nChanged 42
		SP:Iteration 8Q (46041.870000 sec): 3 clusters
  Score: Raw -126513.136754 + Penalty 3377.830655 = -123135.306099
  nChanged 37
		SP:Iteration 9Q (46041.900000 sec): 3 clusters
  Score: Raw -126619.949791 + Penalty 3377.830655 = -123242.119136
  nChanged 25
		SP:Iteration 10Q (46041.930000 sec): 3 clusters
  Score: Raw -126711.196691 + Penalty 3377.830655 = -123333.366036
  nChanged 15
		SP:Iteration 11Q (46041.960000 sec): 3 clusters
  Score: Raw -126778.082229 + Penalty 3377.830655 = -123400.251574
  nChanged 14
		SP:Iteration 12Q (46042.000000 sec): 3 clusters
  Score: Raw -126829.707081 + Penalty 3377.830655 = -123451.876426
  nChanged 8
		SP:Iteration 13Q (46042.020000 sec): 3 clusters
  Score: Raw -126852.413458 + Penalty 3377.830655 = -123474.582803
  nChanged 8
		SP:Iteration 14Q (46042.060000 sec): 3 clusters
  Score: Raw -126877.211147 + Penalty 3377.830655 = -123499.380492
  nChanged 4
		SP:Iteration 15Q (46042.080000 sec): 3 clusters
  Score: Raw -126913.383445 + Penalty 3377.830655 = -123535.552790
  nChanged 4
		SP:Iteration 16Q (46042.120000 sec): 3 clusters
  Score: Raw -126927.217589 + Penalty 3377.830655 = -123549.386934
  nChanged 2
		SP:Iteration 17Q (46042.140000 sec): 3 clusters
  Score: Raw -126929.913261 + Penalty 3377.830655 = -123552.082606
  nChanged 2
		SP:Iteration 18Q (46042.180000 sec): 3 clusters
  Score: Raw -126932.935737 + Penalty 3377.830655 = -123555.105082
  nChanged 2
		SP:Iteration 19Q (46042.200000 sec): 3 clusters
  Score: Raw -126950.025815 + Penalty 3377.830655 = -123572.195160
  nChanged 2
		SP:Iteration 20F (46042.240000 sec): 3 clusters
  Score: Raw -127026.667768 + Penalty 3377.830655 = -123648.837113
  nChanged 11
		SP:Iteration 21Q (46042.270000 sec): 3 clusters
  Score: Raw -127142.358494 + Penalty 3377.830655 = -123764.527839
  nChanged 15
		SP:Iteration 22Q (46042.300000 sec): 3 clusters
  Score: Raw -127247.102723 + Penalty 3377.830655 = -123869.272067
  nChanged 14
		SP:Iteration 23Q (46042.330000 sec): 3 clusters
  Score: Raw -127332.681636 + Penalty 3377.830655 = -123954.850981
  nChanged 15
		SP:Iteration 24Q (46042.360000 sec): 3 clusters
  Score: Raw -127429.607971 + Penalty 3377.830655 = -124051.777316
  nChanged 19
		SP:Iteration 25Q (46042.390000 sec): 3 clusters
  Score: Raw -127497.080452 + Penalty 3377.830655 = -124119.249796
  nChanged 19
		SP:Iteration 26Q (46042.420000 sec): 3 clusters
  Score: Raw -127551.692366 + Penalty 3377.830655 = -124173.861711
  nChanged 17
		SP:Iteration 27Q (46042.450000 sec): 3 clusters
  Score: Raw -127616.508330 + Penalty 3377.830655 = -124238.677675
  nChanged 12
		SP:Iteration 28Q (46042.480000 sec): 3 clusters
  Score: Raw -127667.300436 + Penalty 3377.830655 = -124289.469781
  nChanged 13
		SP:Iteration 29Q (46042.510000 sec): 3 clusters
  Score: Raw -127719.384568 + Penalty 3377.830655 = -124341.553913
  nChanged 9
		SP:Iteration 30Q (46042.540000 sec): 3 clusters
  Score: Raw -127746.018096 + Penalty 3377.830655 = -124368.187440
  nChanged 10
		SP:Iteration 31Q (46042.570000 sec): 3 clusters
  Score: Raw -127772.236066 + Penalty 3377.830655 = -124394.405411
  nChanged 3
		SP:Iteration 32Q (46042.600000 sec): 3 clusters
  Score: Raw -127782.587608 + Penalty 3377.830655 = -124404.756953
  nChanged 3
		SP:Iteration 33Q (46042.630000 sec): 3 clusters
  Score: Raw -127802.757616 + Penalty 3377.830655 = -124424.926961
  nChanged 7
		SP:Iteration 34Q (46042.660000 sec): 3 clusters
  Score: Raw -127834.684846 + Penalty 3377.830655 = -124456.854191
  nChanged 6
		SP:Iteration 35Q (46042.690000 sec): 3 clusters
  Score: Raw -127853.360397 + Penalty 3377.830655 = -124475.529742
  nChanged 3
		SP:Iteration 36Q (46042.720000 sec): 3 clusters
  Score: Raw -127860.264144 + Penalty 3377.830655 = -124482.433488
  nChanged 5
		SP:Iteration 37Q (46042.750000 sec): 3 clusters
  Score: Raw -127876.510739 + Penalty 3377.830655 = -124498.680083
  nChanged 5
		SP:Iteration 38Q (46042.780000 sec): 3 clusters
  Score: Raw -127883.472663 + Penalty 3377.830655 = -124505.642007
  nChanged 2
		SP:Iteration 39Q (46042.810000 sec): 3 clusters
  Score: Raw -127886.967413 + Penalty 3377.830655 = -124509.136758
  nChanged 0
		SP:Iteration 40F (46042.840000 sec): 3 clusters
  Score: Raw -127894.460168 + Penalty 3377.830655 = -124516.629513
  nChanged 2
		SP:Iteration 41Q (46042.870000 sec): 3 clusters
  Score: Raw -127899.838238 + Penalty 3377.830655 = -124522.007583
  nChanged 4
		SP:Iteration 42Q (46042.900000 sec): 3 clusters
  Score: Raw -127918.031701 + Penalty 3377.830655 = -124540.201046
  nChanged 7
		SP:Iteration 43Q (46042.930000 sec): 3 clusters
  Score: Raw -127945.495283 + Penalty 3377.830655 = -124567.664628
  nChanged 6
		SP:Iteration 44Q (46042.960000 sec): 3 clusters
  Score: Raw -127966.015020 + Penalty 3377.830655 = -124588.184365
  nChanged 7
		SP:Iteration 45Q (46042.990000 sec): 3 clusters
  Score: Raw -127984.285768 + Penalty 3377.830655 = -124606.455113
  nChanged 3
		SP:Iteration 46Q (46043.020000 sec): 3 clusters
  Score: Raw -127987.849614 + Penalty 3377.830655 = -124610.018959
  nChanged 2
		SP:Iteration 47Q (46043.050000 sec): 3 clusters
  Score: Raw -127990.201884 + Penalty 3377.830655 = -124612.371229
  nChanged 2
		SP:Iteration 48Q (46043.080000 sec): 3 clusters
  Score: Raw -128017.221636 + Penalty 3377.830655 = -124639.390981
  nChanged 5
		SP:Iteration 49Q (46043.110000 sec): 3 clusters
  Score: Raw -128029.936446 + Penalty 3377.830655 = -124652.105791
  nChanged 8
		SP:Iteration 50Q (46043.140000 sec): 3 clusters
  Score: Raw -128054.146094 + Penalty 3377.830655 = -124676.315439
  nChanged 10
		SP:Iteration 51Q (46043.170000 sec): 3 clusters
  Score: Raw -128121.262600 + Penalty 3377.830655 = -124743.431945
  nChanged 9
		SP:Iteration 52Q (46043.200000 sec): 3 clusters
  Score: Raw -128159.560993 + Penalty 3377.830655 = -124781.730338
  nChanged 4
		SP:Iteration 53Q (46043.230000 sec): 3 clusters
  Score: Raw -128175.017604 + Penalty 3377.830655 = -124797.186949
  nChanged 6
		SP:Iteration 54Q (46043.260000 sec): 3 clusters
  Score: Raw -128202.416493 + Penalty 3377.830655 = -124824.585838
  nChanged 10
		SP:Iteration 55Q (46043.290000 sec): 3 clusters
  Score: Raw -128248.944846 + Penalty 3377.830655 = -124871.114191
  nChanged 11
		SP:Iteration 56Q (46043.320000 sec): 3 clusters
  Score: Raw -128300.128788 + Penalty 3377.830655 = -124922.298133
  nChanged 11
		SP:Iteration 57Q (46043.350000 sec): 3 clusters
  Score: Raw -128356.050268 + Penalty 3377.830655 = -124978.219613
  nChanged 7
		SP:Iteration 58Q (46043.380000 sec): 3 clusters
  Score: Raw -128423.906707 + Penalty 3377.830655 = -125046.076052
  nChanged 11
		SP:Iteration 59Q (46043.410000 sec): 3 clusters
  Score: Raw -128498.048166 + Penalty 3377.830655 = -125120.217510
  nChanged 6
		SP:Iteration 60F (46043.440000 sec): 3 clusters
  Score: Raw -128552.901412 + Penalty 3377.830655 = -125175.070757
  nChanged 7
		SP:Iteration 61Q (46043.470000 sec): 3 clusters
  Score: Raw -128594.189168 + Penalty 3377.830655 = -125216.358512
  nChanged 4
		SP:Iteration 62Q (46043.500000 sec): 3 clusters
  Score: Raw -128604.856714 + Penalty 3377.830655 = -125227.026059
  nChanged 2
		SP:Iteration 63Q (46043.530000 sec): 3 clusters
  Score: Raw -128624.388211 + Penalty 3377.830655 = -125246.557556
  nChanged 3
		SP:Iteration 64Q (46043.560000 sec): 3 clusters
  Score: Raw -128683.092616 + Penalty 3377.830655 = -125305.261961
  nChanged 4
		SP:Iteration 65Q (46043.590000 sec): 3 clusters
  Score: Raw -128746.498200 + Penalty 3377.830655 = -125368.667545
  nChanged 3
		SP:Iteration 66Q (46043.620000 sec): 3 clusters
  Score: Raw -128768.278663 + Penalty 3377.830655 = -125390.448007
  nChanged 3
		SP:Iteration 67Q (46043.650000 sec): 3 clusters
  Score: Raw -128783.273767 + Penalty 3377.830655 = -125405.443111
  nChanged 1
		SP:Iteration 68Q (46043.680000 sec): 3 clusters
  Score: Raw -128786.368790 + Penalty 3377.830655 = -125408.538135
  nChanged 1
		SP:Iteration 69Q (46043.710000 sec): 3 clusters
  Score: Raw -128788.769017 + Penalty 3377.830655 = -125410.938361
  nChanged 0
		SP:Iteration 70F (46043.740000 sec): 3 clusters
  Score: Raw -128789.270050 + Penalty 3377.830655 = -125411.439395
  nChanged 1
		SP:Iteration 71Q (46043.770000 sec): 3 clusters
  Score: Raw -128793.412292 + Penalty 3377.830655 = -125415.581637
  nChanged 1
		SP:Iteration 72Q (46043.800000 sec): 3 clusters
  Score: Raw -128797.893691 + Penalty 3377.830655 = -125420.063035
  nChanged 0
		SP:Iteration 73F (46043.830000 sec): 3 clusters
  Score: Raw -128797.893691 + Penalty 3377.830655 = -125420.063035
  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 3.87 GB.

 Trying to split cluster 7 (7198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46043.960000 sec): 2 clusters
  Score: Raw -1212024.850446 + Penalty 2202.626505 = -1209822.223941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46044.140000 sec): 3 clusters
  Score: Raw -1208494.764321 + Penalty 4405.253010 = -1204089.511311
  nChanged 2976
		SP:Iteration 1F (46044.330000 sec): 3 clusters
  Score: Raw -1212607.293987 + Penalty 4405.253010 = -1208202.040976
  nChanged 1049
		SP:Iteration 2F (46044.520000 sec): 3 clusters
  Score: Raw -1214370.725884 + Penalty 4405.253010 = -1209965.472874
  nChanged 654
		SP:Iteration 3F (46044.700000 sec): 3 clusters
  Score: Raw -1215127.950915 + Penalty 4405.253010 = -1210722.697905
  nChanged 380
		SP:Iteration 4F (46044.890000 sec): 3 clusters
  Score: Raw -1215678.641350 + Penalty 4405.253010 = -1211273.388340
  nChanged 311
		SP:Iteration 5Q (46045.080000 sec): 3 clusters
  Score: Raw -1216091.424609 + Penalty 4405.253010 = -1211686.171598
  nChanged 239
		SP:Iteration 6Q (46045.260000 sec): 3 clusters
  Score: Raw -1216360.104534 + Penalty 4405.253010 = -1211954.851524
  nChanged 168
		SP:Iteration 7Q (46045.450000 sec): 3 clusters
  Score: Raw -1216511.561583 + Penalty 4405.253010 = -1212106.308573
  nChanged 124
		SP:Iteration 8Q (46045.640000 sec): 3 clusters
  Score: Raw -1216640.835631 + Penalty 4405.253010 = -1212235.582620
  nChanged 103
		SP:Iteration 9Q (46045.820000 sec): 3 clusters
  Score: Raw -1216743.383974 + Penalty 4405.253010 = -1212338.130964
  nChanged 101
		SP:Iteration 10Q (46046.010000 sec): 3 clusters
  Score: Raw -1216896.113530 + Penalty 4405.253010 = -1212490.860519
  nChanged 110
		SP:Iteration 11Q (46046.200000 sec): 3 clusters
  Score: Raw -1217079.812909 + Penalty 4405.253010 = -1212674.559898
  nChanged 116
		SP:Iteration 12Q (46046.380000 sec): 3 clusters
  Score: Raw -1217272.503858 + Penalty 4405.253010 = -1212867.250848
  nChanged 109
		SP:Iteration 13Q (46046.520000 sec): 3 clusters
  Score: Raw -1217426.582875 + Penalty 4405.253010 = -1213021.329865
  nChanged 103
		SP:Iteration 14Q (46046.710000 sec): 3 clusters
  Score: Raw -1217578.941791 + Penalty 4405.253010 = -1213173.688781
  nChanged 86
		SP:Iteration 15Q (46046.900000 sec): 3 clusters
  Score: Raw -1217719.560981 + Penalty 4405.253010 = -1213314.307971
  nChanged 83
		SP:Iteration 16Q (46047.090000 sec): 3 clusters
  Score: Raw -1217877.581783 + Penalty 4405.253010 = -1213472.328773
  nChanged 58
		SP:Iteration 17Q (46047.270000 sec): 3 clusters
  Score: Raw -1217961.417242 + Penalty 4405.253010 = -1213556.164232
  nChanged 28
		SP:Iteration 18Q (46047.460000 sec): 3 clusters
  Score: Raw -1217994.403944 + Penalty 4405.253010 = -1213589.150933
  nChanged 22
		SP:Iteration 19Q (46047.650000 sec): 3 clusters
  Score: Raw -1218021.349860 + Penalty 4405.253010 = -1213616.096850
  nChanged 16
		SP:Iteration 20F (46047.830000 sec): 3 clusters
  Score: Raw -1218046.465025 + Penalty 4405.253010 = -1213641.212014
  nChanged 15
		SP:Iteration 21Q (46048.020000 sec): 3 clusters
  Score: Raw -1218063.488149 + Penalty 4405.253010 = -1213658.235139
  nChanged 12
		SP:Iteration 22Q (46048.210000 sec): 3 clusters
  Score: Raw -1218071.079904 + Penalty 4405.253010 = -1213665.826894
  nChanged 6
		SP:Iteration 23Q (46048.390000 sec): 3 clusters
  Score: Raw -1218073.538613 + Penalty 4405.253010 = -1213668.285603
  nChanged 3
		SP:Iteration 24Q (46048.580000 sec): 3 clusters
  Score: Raw -1218074.305275 + Penalty 4405.253010 = -1213669.052265
  nChanged 0
		SP:Iteration 25F (46048.770000 sec): 3 clusters
  Score: Raw -1218074.305275 + Penalty 4405.253010 = -1213669.052265
  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 3.87 GB.

 Trying to split cluster 8 (264060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46050.520000 sec): 2 clusters
  Score: Raw -46024208.172759 + Penalty 3096.015044 = -46021112.157715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46053.190000 sec): 3 clusters
  Score: Raw -45849340.306107 + Penalty 6192.030088 = -45843148.276019
  nChanged 128106
		SP:Iteration 1F (46055.700000 sec): 3 clusters
  Score: Raw -45930384.041735 + Penalty 6192.030088 = -45924192.011647
  nChanged 16220
		SP:Iteration 2F (46058.370000 sec): 3 clusters
  Score: Raw -45950611.932896 + Penalty 6192.030088 = -45944419.902808
  nChanged 29188
		SP:Iteration 3F (46060.990000 sec): 3 clusters
  Score: Raw -46006963.742243 + Penalty 6192.030088 = -46000771.712155
  nChanged 40189
		SP:Iteration 4F (46063.580000 sec): 3 clusters
  Score: Raw -46079337.748136 + Penalty 6192.030088 = -46073145.718048
  nChanged 28307
		SP:Iteration 5F (46066.150000 sec): 3 clusters
  Score: Raw -46109637.640334 + Penalty 6192.030088 = -46103445.610246
  nChanged 13137
		SP:Iteration 6Q (46068.690000 sec): 3 clusters
  Score: Raw -46117577.786628 + Penalty 6192.030088 = -46111385.756540
  nChanged 7105
		SP:Iteration 7Q (46071.190000 sec): 3 clusters
  Score: Raw -46121195.096432 + Penalty 6192.030088 = -46115003.066344
  nChanged 5192
		SP:Iteration 8Q (46073.640000 sec): 3 clusters
  Score: Raw -46123421.959587 + Penalty 6192.030088 = -46117229.929499
  nChanged 4099
		SP:Iteration 9Q (46076.050000 sec): 3 clusters
  Score: Raw -46124898.453492 + Penalty 6192.030088 = -46118706.423404
  nChanged 3266
		SP:Iteration 10Q (46078.390000 sec): 3 clusters
  Score: Raw -46125911.183126 + Penalty 6192.030088 = -46119719.153038
  nChanged 2678
		SP:Iteration 11Q (46080.750000 sec): 3 clusters
  Score: Raw -46126642.119300 + Penalty 6192.030088 = -46120450.089212
  nChanged 2223
		SP:Iteration 12Q (46083.070000 sec): 3 clusters
  Score: Raw -46127163.849755 + Penalty 6192.030088 = -46120971.819667
  nChanged 1824
		SP:Iteration 13Q (46085.340000 sec): 3 clusters
  Score: Raw -46127550.053779 + Penalty 6192.030088 = -46121358.023691
  nChanged 1519
		SP:Iteration 14Q (46087.800000 sec): 3 clusters
  Score: Raw -46127811.700368 + Penalty 6192.030088 = -46121619.670280
  nChanged 1175
		SP:Iteration 15Q (46090.170000 sec): 3 clusters
  Score: Raw -46127979.597247 + Penalty 6192.030088 = -46121787.567159
  nChanged 940
		SP:Iteration 16Q (46092.510000 sec): 3 clusters
  Score: Raw -46128088.845920 + Penalty 6192.030088 = -46121896.815832
  nChanged 777
		SP:Iteration 17Q (46094.850000 sec): 3 clusters
  Score: Raw -46128161.252788 + Penalty 6192.030088 = -46121969.222700
  nChanged 608
		SP:Iteration 18Q (46097.280000 sec): 3 clusters
  Score: Raw -46128211.393192 + Penalty 6192.030088 = -46122019.363104
  nChanged 512
		SP:Iteration 19Q (46099.750000 sec): 3 clusters
  Score: Raw -46128246.218871 + Penalty 6192.030088 = -46122054.188783
  nChanged 390
		SP:Iteration 20F (46102.400000 sec): 3 clusters
  Score: Raw -46128270.956581 + Penalty 6192.030088 = -46122078.926493
  nChanged 337
		SP:Iteration 21Q (46104.860000 sec): 3 clusters
  Score: Raw -46128287.067444 + Penalty 6192.030088 = -46122095.037356
  nChanged 288
		SP:Iteration 22Q (46107.280000 sec): 3 clusters
  Score: Raw -46128298.665861 + Penalty 6192.030088 = -46122106.635773
  nChanged 235
		SP:Iteration 23Q (46109.700000 sec): 3 clusters
  Score: Raw -46128306.627500 + Penalty 6192.030088 = -46122114.597412
  nChanged 202
		SP:Iteration 24Q (46112.070000 sec): 3 clusters
  Score: Raw -46128312.632808 + Penalty 6192.030088 = -46122120.602720
  nChanged 164
		SP:Iteration 25Q (46114.550000 sec): 3 clusters
  Score: Raw -46128316.544334 + Penalty 6192.030088 = -46122124.514246
  nChanged 115
		SP:Iteration 26Q (46117.000000 sec): 3 clusters
  Score: Raw -46128319.282372 + Penalty 6192.030088 = -46122127.252284
  nChanged 101
		SP:Iteration 27Q (46119.450000 sec): 3 clusters
  Score: Raw -46128321.415715 + Penalty 6192.030088 = -46122129.385627
  nChanged 79
		SP:Iteration 28Q (46121.880000 sec): 3 clusters
  Score: Raw -46128322.756735 + Penalty 6192.030088 = -46122130.726647
  nChanged 65
		SP:Iteration 29Q (46124.300000 sec): 3 clusters
  Score: Raw -46128323.702200 + Penalty 6192.030088 = -46122131.672112
  nChanged 46
		SP:Iteration 30Q (46126.470000 sec): 3 clusters
  Score: Raw -46128324.391386 + Penalty 6192.030088 = -46122132.361298
  nChanged 40
		SP:Iteration 31Q (46128.670000 sec): 3 clusters
  Score: Raw -46128324.956225 + Penalty 6192.030088 = -46122132.926137
  nChanged 30
		SP:Iteration 32Q (46130.830000 sec): 3 clusters
  Score: Raw -46128325.336878 + Penalty 6192.030088 = -46122133.306790
  nChanged 30
		SP:Iteration 33Q (46133.180000 sec): 3 clusters
  Score: Raw -46128325.689429 + Penalty 6192.030088 = -46122133.659341
  nChanged 23
		SP:Iteration 34Q (46135.610000 sec): 3 clusters
  Score: Raw -46128325.932242 + Penalty 6192.030088 = -46122133.902154
  nChanged 18
		SP:Iteration 35Q (46138.000000 sec): 3 clusters
  Score: Raw -46128326.125819 + Penalty 6192.030088 = -46122134.095731
  nChanged 19
		SP:Iteration 36Q (46140.360000 sec): 3 clusters
  Score: Raw -46128326.331162 + Penalty 6192.030088 = -46122134.301074
  nChanged 23
		SP:Iteration 37Q (46142.730000 sec): 3 clusters
  Score: Raw -46128326.576834 + Penalty 6192.030088 = -46122134.546746
  nChanged 17
		SP:Iteration 38Q (46145.100000 sec): 3 clusters
  Score: Raw -46128326.734075 + Penalty 6192.030088 = -46122134.703987
  nChanged 15
		SP:Iteration 39Q (46147.470000 sec): 3 clusters
  Score: Raw -46128326.857519 + Penalty 6192.030088 = -46122134.827431
  nChanged 14
		SP:Iteration 40F (46150.080000 sec): 3 clusters
  Score: Raw -46128327.006119 + Penalty 6192.030088 = -46122134.976031
  nChanged 10
		SP:Iteration 41Q (46152.500000 sec): 3 clusters
  Score: Raw -46128327.132278 + Penalty 6192.030088 = -46122135.102190
  nChanged 9
		SP:Iteration 42Q (46154.900000 sec): 3 clusters
  Score: Raw -46128327.211889 + Penalty 6192.030088 = -46122135.181801
  nChanged 8
		SP:Iteration 43Q (46157.320000 sec): 3 clusters
  Score: Raw -46128327.288405 + Penalty 6192.030088 = -46122135.258317
  nChanged 12
		SP:Iteration 44Q (46159.750000 sec): 3 clusters
  Score: Raw -46128327.368073 + Penalty 6192.030088 = -46122135.337985
  nChanged 6
		SP:Iteration 45Q (46162.200000 sec): 3 clusters
  Score: Raw -46128327.415542 + Penalty 6192.030088 = -46122135.385454
  nChanged 7
		SP:Iteration 46Q (46164.420000 sec): 3 clusters
  Score: Raw -46128327.470138 + Penalty 6192.030088 = -46122135.440050
  nChanged 6
		SP:Iteration 47Q (46166.670000 sec): 3 clusters
  Score: Raw -46128327.520720 + Penalty 6192.030088 = -46122135.490632
  nChanged 5
		SP:Iteration 48Q (46168.860000 sec): 3 clusters
  Score: Raw -46128327.574988 + Penalty 6192.030088 = -46122135.544900
  nChanged 4
		SP:Iteration 49Q (46171.210000 sec): 3 clusters
  Score: Raw -46128327.610983 + Penalty 6192.030088 = -46122135.580895
  nChanged 5
		SP:Iteration 50Q (46173.560000 sec): 3 clusters
  Score: Raw -46128327.657683 + Penalty 6192.030088 = -46122135.627595
  nChanged 5
		SP:Iteration 51Q (46175.910000 sec): 3 clusters
  Score: Raw -46128327.685888 + Penalty 6192.030088 = -46122135.655800
  nChanged 5
		SP:Iteration 52Q (46178.300000 sec): 3 clusters
  Score: Raw -46128327.727155 + Penalty 6192.030088 = -46122135.697067
  nChanged 7
		SP:Iteration 53Q (46180.660000 sec): 3 clusters
  Score: Raw -46128327.807831 + Penalty 6192.030088 = -46122135.777743
  nChanged 12
		SP:Iteration 54Q (46183.080000 sec): 3 clusters
  Score: Raw -46128327.905214 + Penalty 6192.030088 = -46122135.875126
  nChanged 6
		SP:Iteration 55Q (46185.440000 sec): 3 clusters
  Score: Raw -46128327.986525 + Penalty 6192.030088 = -46122135.956437
  nChanged 8
		SP:Iteration 56Q (46187.840000 sec): 3 clusters
  Score: Raw -46128328.024644 + Penalty 6192.030088 = -46122135.994556
  nChanged 1
		SP:Iteration 57Q (46190.260000 sec): 3 clusters
  Score: Raw -46128328.030886 + Penalty 6192.030088 = -46122136.000798
  nChanged 1
		SP:Iteration 58Q (46192.650000 sec): 3 clusters
  Score: Raw -46128328.035334 + Penalty 6192.030088 = -46122136.005246
  nChanged 0
		SP:Iteration 59F (46195.280000 sec): 3 clusters
  Score: Raw -46128328.035334 + Penalty 6192.030088 = -46122136.005246
  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 3.87 GB.

 Trying to split cluster 11 (879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46195.390000 sec): 2 clusters
  Score: Raw -122135.313327 + Penalty 1681.138655 = -120454.174672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46195.570000 sec): 3 clusters
  Score: Raw -122446.461265 + Penalty 3362.277309 = -119084.183955
  nChanged 268
		SP:Iteration 1F (46195.740000 sec): 3 clusters
  Score: Raw -123692.919898 + Penalty 3362.277309 = -120330.642589
  nChanged 135
		SP:Iteration 2F (46195.920000 sec): 3 clusters
  Score: Raw -125894.775634 + Penalty 3362.277309 = -122532.498325
  nChanged 182
		SP:Iteration 3F (46196.090000 sec): 3 clusters
  Score: Raw -128094.938176 + Penalty 3362.277309 = -124732.660867
  nChanged 30
		SP:Iteration 4Q (46196.270000 sec): 3 clusters
  Score: Raw -128799.215437 + Penalty 3362.277309 = -125436.938128
  nChanged 12
		SP:Iteration 5Q (46196.450000 sec): 3 clusters
  Score: Raw -129391.758102 + Penalty 3362.277309 = -126029.480793
  nChanged 3
		SP:Iteration 6Q (46196.620000 sec): 3 clusters
  Score: Raw -129480.791662 + Penalty 3362.277309 = -126118.514353
  nChanged 2
		SP:Iteration 7Q (46196.800000 sec): 3 clusters
  Score: Raw -129499.105513 + Penalty 3362.277309 = -126136.828204
  nChanged 1
		SP:Iteration 8Q (46196.970000 sec): 3 clusters
  Score: Raw -129503.426040 + Penalty 3362.277309 = -126141.148730
  nChanged 0
		SP:Iteration 9F (46197.150000 sec): 3 clusters
  Score: Raw -129506.093498 + Penalty 3362.277309 = -126143.816189
  nChanged 1
		SP:Iteration 10Q (46197.320000 sec): 3 clusters
  Score: Raw -129514.603649 + Penalty 3362.277309 = -126152.326340
  nChanged 1
		SP:Iteration 11Q (46197.500000 sec): 3 clusters
  Score: Raw -129530.473694 + Penalty 3362.277309 = -126168.196385
  nChanged 1
		SP:Iteration 12Q (46197.680000 sec): 3 clusters
  Score: Raw -129546.991407 + Penalty 3362.277309 = -126184.714098
  nChanged 1
		SP:Iteration 13Q (46197.850000 sec): 3 clusters
  Score: Raw -129554.521920 + Penalty 3362.277309 = -126192.244611
  nChanged 2
		SP:Iteration 14Q (46198.030000 sec): 3 clusters
  Score: Raw -129572.367459 + Penalty 3362.277309 = -126210.090150
  nChanged 2
		SP:Iteration 15Q (46198.200000 sec): 3 clusters
  Score: Raw -129595.505284 + Penalty 3362.277309 = -126233.227974
  nChanged 1
		SP:Iteration 16Q (46198.380000 sec): 3 clusters
  Score: Raw -129600.968897 + Penalty 3362.277309 = -126238.691588
  nChanged 0
		SP:Iteration 17F (46198.560000 sec): 3 clusters
  Score: Raw -129615.637523 + Penalty 3362.277309 = -126253.360214
  nChanged 2
		SP:Iteration 18Q (46198.730000 sec): 3 clusters
  Score: Raw -129643.381427 + Penalty 3362.277309 = -126281.104118
  nChanged 5
		SP:Iteration 19Q (46198.910000 sec): 3 clusters
  Score: Raw -129706.673655 + Penalty 3362.277309 = -126344.396346
  nChanged 0
		SP:Iteration 20F (46199.080000 sec): 3 clusters
  Score: Raw -129706.863611 + Penalty 3362.277309 = -126344.586302
  nChanged 1
		SP:Iteration 21Q (46199.260000 sec): 3 clusters
  Score: Raw -129713.675559 + Penalty 3362.277309 = -126351.398249
  nChanged 0
		SP:Iteration 22F (46199.440000 sec): 3 clusters
  Score: Raw -129713.675559 + Penalty 3362.277309 = -126351.398249
  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 3.87 GB.

 Trying to split cluster 12 (1936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46199.510000 sec): 2 clusters
  Score: Raw -309059.145358 + Penalty 1876.958058 = -307182.187299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46199.680000 sec): 3 clusters
  Score: Raw -308437.477270 + Penalty 3753.916117 = -304683.561153
  nChanged 625
		SP:Iteration 1F (46199.860000 sec): 3 clusters
  Score: Raw -309401.595275 + Penalty 3753.916117 = -305647.679158
  nChanged 285
		SP:Iteration 2F (46200.040000 sec): 3 clusters
  Score: Raw -310427.205595 + Penalty 3753.916117 = -306673.289478
  nChanged 265
		SP:Iteration 3F (46200.210000 sec): 3 clusters
  Score: Raw -311759.432462 + Penalty 3753.916117 = -308005.516346
  nChanged 159
		SP:Iteration 4F (46200.380000 sec): 3 clusters
  Score: Raw -312863.981638 + Penalty 3753.916117 = -309110.065521
  nChanged 82
		SP:Iteration 5Q (46200.560000 sec): 3 clusters
  Score: Raw -313393.203160 + Penalty 3753.916117 = -309639.287043
  nChanged 53
		SP:Iteration 6Q (46200.740000 sec): 3 clusters
  Score: Raw -313482.836098 + Penalty 3753.916117 = -309728.919981
  nChanged 27
		SP:Iteration 7Q (46200.910000 sec): 3 clusters
  Score: Raw -313563.199042 + Penalty 3753.916117 = -309809.282925
  nChanged 24
		SP:Iteration 8Q (46201.090000 sec): 3 clusters
  Score: Raw -313755.086709 + Penalty 3753.916117 = -310001.170592
  nChanged 18
		SP:Iteration 9Q (46201.260000 sec): 3 clusters
  Score: Raw -313873.186642 + Penalty 3753.916117 = -310119.270525
  nChanged 8
		SP:Iteration 10Q (46201.440000 sec): 3 clusters
  Score: Raw -313885.306513 + Penalty 3753.916117 = -310131.390396
  nChanged 2
		SP:Iteration 11Q (46201.620000 sec): 3 clusters
  Score: Raw -313886.895417 + Penalty 3753.916117 = -310132.979300
  nChanged 1
		SP:Iteration 12Q (46201.790000 sec): 3 clusters
  Score: Raw -313888.674356 + Penalty 3753.916117 = -310134.758239
  nChanged 2
		SP:Iteration 13Q (46201.970000 sec): 3 clusters
  Score: Raw -313891.394237 + Penalty 3753.916117 = -310137.478120
  nChanged 2
		SP:Iteration 14Q (46202.140000 sec): 3 clusters
  Score: Raw -313892.446978 + Penalty 3753.916117 = -310138.530861
  nChanged 1
		SP:Iteration 15Q (46202.320000 sec): 3 clusters
  Score: Raw -313892.847044 + Penalty 3753.916117 = -310138.930927
  nChanged 0
		SP:Iteration 16F (46202.500000 sec): 3 clusters
  Score: Raw -313892.847044 + Penalty 3753.916117 = -310138.930927
  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 3.87 GB.

 Trying to split cluster 13 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46202.600000 sec): 2 clusters
  Score: Raw -193135.728326 + Penalty 1792.640336 = -191343.087990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46202.750000 sec): 3 clusters
  Score: Raw -192893.837709 + Penalty 3585.280672 = -189308.557037
  nChanged 428
		SP:Iteration 1F (46202.920000 sec): 3 clusters
  Score: Raw -194073.410595 + Penalty 3585.280672 = -190488.129923
  nChanged 214
		SP:Iteration 2F (46203.100000 sec): 3 clusters
  Score: Raw -195608.388360 + Penalty 3585.280672 = -192023.107688
  nChanged 225
		SP:Iteration 3F (46203.280000 sec): 3 clusters
  Score: Raw -198417.916792 + Penalty 3585.280672 = -194832.636120
  nChanged 96
		SP:Iteration 4F (46203.450000 sec): 3 clusters
  Score: Raw -200627.669931 + Penalty 3585.280672 = -197042.389259
  nChanged 23
		SP:Iteration 5Q (46203.630000 sec): 3 clusters
  Score: Raw -201579.873650 + Penalty 3585.280672 = -197994.592978
  nChanged 21
		SP:Iteration 6Q (46203.800000 sec): 3 clusters
  Score: Raw -202567.636642 + Penalty 3585.280672 = -198982.355970
  nChanged 17
		SP:Iteration 7Q (46203.980000 sec): 3 clusters
  Score: Raw -203902.551123 + Penalty 3585.280672 = -200317.270451
  nChanged 6
		SP:Iteration 8Q (46204.160000 sec): 3 clusters
  Score: Raw -205907.434059 + Penalty 3585.280672 = -202322.153387
  nChanged 0
		SP:Iteration 9F (46204.330000 sec): 3 clusters
  Score: Raw -205907.434059 + Penalty 3585.280672 = -202322.153387
  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 3.87 GB.

 Trying to split cluster 14 (1274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46204.460000 sec): 2 clusters
  Score: Raw -152113.026749 + Penalty 1773.179375 = -150339.847374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46204.630000 sec): 3 clusters
  Score: Raw -152207.934753 + Penalty 3546.358751 = -148661.576002
  nChanged 467
		SP:Iteration 1F (46204.800000 sec): 3 clusters
  Score: Raw -154134.043100 + Penalty 3546.358751 = -150587.684350
  nChanged 189
		SP:Iteration 2F (46204.980000 sec): 3 clusters
  Score: Raw -155544.158994 + Penalty 3546.358751 = -151997.800243
  nChanged 75
		SP:Iteration 3F (46205.160000 sec): 3 clusters
  Score: Raw -156200.808273 + Penalty 3546.358751 = -152654.449522
  nChanged 32
		SP:Iteration 4Q (46205.330000 sec): 3 clusters
  Score: Raw -156428.589427 + Penalty 3546.358751 = -152882.230677
  nChanged 19
		SP:Iteration 5Q (46205.510000 sec): 3 clusters
  Score: Raw -156660.703449 + Penalty 3546.358751 = -153114.344698
  nChanged 19
		SP:Iteration 6Q (46205.680000 sec): 3 clusters
  Score: Raw -156807.919460 + Penalty 3546.358751 = -153261.560709
  nChanged 20
		SP:Iteration 7Q (46205.860000 sec): 3 clusters
  Score: Raw -156921.270724 + Penalty 3546.358751 = -153374.911973
  nChanged 20
		SP:Iteration 8Q (46206.040000 sec): 3 clusters
  Score: Raw -157062.299558 + Penalty 3546.358751 = -153515.940808
  nChanged 21
		SP:Iteration 9Q (46206.210000 sec): 3 clusters
  Score: Raw -157209.467121 + Penalty 3546.358751 = -153663.108370
  nChanged 15
		SP:Iteration 10Q (46206.390000 sec): 3 clusters
  Score: Raw -157484.461589 + Penalty 3546.358751 = -153938.102838
  nChanged 6
		SP:Iteration 11Q (46206.560000 sec): 3 clusters
  Score: Raw -157561.752030 + Penalty 3546.358751 = -154015.393279
  nChanged 4
		SP:Iteration 12Q (46206.740000 sec): 3 clusters
  Score: Raw -157568.238460 + Penalty 3546.358751 = -154021.879710
  nChanged 0
		SP:Iteration 13F (46206.910000 sec): 3 clusters
  Score: Raw -157585.523178 + Penalty 3546.358751 = -154039.164427
  nChanged 4
		SP:Iteration 14Q (46207.090000 sec): 3 clusters
  Score: Raw -157675.072613 + Penalty 3546.358751 = -154128.713862
  nChanged 9
		SP:Iteration 15Q (46207.260000 sec): 3 clusters
  Score: Raw -157717.989603 + Penalty 3546.358751 = -154171.630852
  nChanged 8
		SP:Iteration 16Q (46207.440000 sec): 3 clusters
  Score: Raw -157747.212811 + Penalty 3546.358751 = -154200.854060
  nChanged 4
		SP:Iteration 17Q (46207.620000 sec): 3 clusters
  Score: Raw -157753.057606 + Penalty 3546.358751 = -154206.698855
  nChanged 2
		SP:Iteration 18Q (46207.790000 sec): 3 clusters
  Score: Raw -157755.453537 + Penalty 3546.358751 = -154209.094786
  nChanged 1
		SP:Iteration 19Q (46207.970000 sec): 3 clusters
  Score: Raw -157767.439605 + Penalty 3546.358751 = -154221.080854
  nChanged 4
		SP:Iteration 20F (46208.140000 sec): 3 clusters
  Score: Raw -157776.402305 + Penalty 3546.358751 = -154230.043554
  nChanged 4
		SP:Iteration 21Q (46208.320000 sec): 3 clusters
  Score: Raw -157781.798298 + Penalty 3546.358751 = -154235.439547
  nChanged 1
		SP:Iteration 22Q (46208.500000 sec): 3 clusters
  Score: Raw -157782.159089 + Penalty 3546.358751 = -154235.800339
  nChanged 0
		SP:Iteration 23F (46208.670000 sec): 3 clusters
  Score: Raw -157782.159089 + Penalty 3546.358751 = -154235.800339
  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 3.87 GB.

 Trying to split cluster 15 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46208.760000 sec): 2 clusters
  Score: Raw -166824.955514 + Penalty 1734.495378 = -165090.460136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46208.920000 sec): 3 clusters
  Score: Raw -166579.420951 + Penalty 3468.990756 = -163110.430196
  nChanged 301
		SP:Iteration 1F (46209.080000 sec): 3 clusters
  Score: Raw -167109.608515 + Penalty 3468.990756 = -163640.617760
  nChanged 95
		SP:Iteration 2F (46209.240000 sec): 3 clusters
  Score: Raw -167574.570137 + Penalty 3468.990756 = -164105.579381
  nChanged 93
		SP:Iteration 3F (46209.420000 sec): 3 clusters
  Score: Raw -167972.631444 + Penalty 3468.990756 = -164503.640688
  nChanged 101
		SP:Iteration 4F (46209.590000 sec): 3 clusters
  Score: Raw -168551.316591 + Penalty 3468.990756 = -165082.325835
  nChanged 116
		SP:Iteration 5F (46209.770000 sec): 3 clusters
  Score: Raw -169487.149888 + Penalty 3468.990756 = -166018.159132
  nChanged 108
		SP:Iteration 6F (46209.940000 sec): 3 clusters
  Score: Raw -170902.006563 + Penalty 3468.990756 = -167433.015807
  nChanged 31
		SP:Iteration 7Q (46210.120000 sec): 3 clusters
  Score: Raw -172233.527823 + Penalty 3468.990756 = -168764.537068
  nChanged 1
		SP:Iteration 8Q (46210.290000 sec): 3 clusters
  Score: Raw -172541.988761 + Penalty 3468.990756 = -169072.998006
  nChanged 0
		SP:Iteration 9F (46210.470000 sec): 3 clusters
  Score: Raw -172541.988761 + Penalty 3468.990756 = -169072.998006
  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 3.87 GB.

 Trying to split cluster 17 (705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46210.560000 sec): 2 clusters
  Score: Raw -83235.966018 + Penalty 1626.433055 = -81609.532962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46210.730000 sec): 3 clusters
  Score: Raw -83429.054722 + Penalty 3252.866110 = -80176.188612
  nChanged 222
		SP:Iteration 1F (46210.910000 sec): 3 clusters
  Score: Raw -84527.022524 + Penalty 3252.866110 = -81274.156414
  nChanged 98
		SP:Iteration 2F (46211.080000 sec): 3 clusters
  Score: Raw -85360.477864 + Penalty 3252.866110 = -82107.611754
  nChanged 44
		SP:Iteration 3F (46211.260000 sec): 3 clusters
  Score: Raw -85681.500699 + Penalty 3252.866110 = -82428.634589
  nChanged 34
		SP:Iteration 4Q (46211.360000 sec): 3 clusters
  Score: Raw -85852.479120 + Penalty 3252.866110 = -82599.613010
  nChanged 16
		SP:Iteration 5Q (46211.380000 sec): 3 clusters
  Score: Raw -85941.835048 + Penalty 3252.866110 = -82688.968938
  nChanged 14
		SP:Iteration 6Q (46211.390000 sec): 3 clusters
  Score: Raw -86077.339235 + Penalty 3252.866110 = -82824.473125
  nChanged 12
		SP:Iteration 7Q (46211.420000 sec): 3 clusters
  Score: Raw -86242.336285 + Penalty 3252.866110 = -82989.470174
  nChanged 9
		SP:Iteration 8Q (46211.440000 sec): 3 clusters
  Score: Raw -86301.122729 + Penalty 3252.866110 = -83048.256619
  nChanged 5
		SP:Iteration 9Q (46211.460000 sec): 3 clusters
  Score: Raw -86315.835816 + Penalty 3252.866110 = -83062.969706
  nChanged 2
		SP:Iteration 10Q (46211.490000 sec): 3 clusters
  Score: Raw -86318.464512 + Penalty 3252.866110 = -83065.598402
  nChanged 0
		SP:Iteration 11F (46211.510000 sec): 3 clusters
  Score: Raw -86318.464512 + Penalty 3252.866110 = -83065.598402
  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 3.87 GB.

 Trying to split cluster 18 (3626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46211.580000 sec): 2 clusters
  Score: Raw -636347.685347 + Penalty 2032.579577 = -634315.105770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46211.680000 sec): 3 clusters
  Score: Raw -635048.297533 + Penalty 4065.159154 = -630983.138379
  nChanged 1402
		SP:Iteration 1F (46211.780000 sec): 3 clusters
  Score: Raw -638526.420890 + Penalty 4065.159154 = -634461.261736
  nChanged 560
		SP:Iteration 2F (46211.860000 sec): 3 clusters
  Score: Raw -642036.918546 + Penalty 4065.159154 = -637971.759392
  nChanged 392
		SP:Iteration 3F (46211.960000 sec): 3 clusters
  Score: Raw -642970.009770 + Penalty 4065.159154 = -638904.850616
  nChanged 245
		SP:Iteration 4F (46212.040000 sec): 3 clusters
  Score: Raw -643571.560012 + Penalty 4065.159154 = -639506.400858
  nChanged 173
		SP:Iteration 5Q (46212.130000 sec): 3 clusters
  Score: Raw -644052.563186 + Penalty 4065.159154 = -639987.404032
  nChanged 98
		SP:Iteration 6Q (46212.210000 sec): 3 clusters
  Score: Raw -644267.483408 + Penalty 4065.159154 = -640202.324254
  nChanged 66
		SP:Iteration 7Q (46212.290000 sec): 3 clusters
  Score: Raw -644358.596284 + Penalty 4065.159154 = -640293.437130
  nChanged 35
		SP:Iteration 8Q (46212.370000 sec): 3 clusters
  Score: Raw -644392.585083 + Penalty 4065.159154 = -640327.425929
  nChanged 16
		SP:Iteration 9Q (46212.460000 sec): 3 clusters
  Score: Raw -644402.038796 + Penalty 4065.159154 = -640336.879642
  nChanged 10
		SP:Iteration 10Q (46212.540000 sec): 3 clusters
  Score: Raw -644406.752820 + Penalty 4065.159154 = -640341.593666
  nChanged 5
		SP:Iteration 11Q (46212.620000 sec): 3 clusters
  Score: Raw -644409.026911 + Penalty 4065.159154 = -640343.867757
  nChanged 2
		SP:Iteration 12Q (46212.700000 sec): 3 clusters
  Score: Raw -644409.903988 + Penalty 4065.159154 = -640344.744834
  nChanged 1
		SP:Iteration 13Q (46212.780000 sec): 3 clusters
  Score: Raw -644410.572036 + Penalty 4065.159154 = -640345.412882
  nChanged 0
		SP:Iteration 14F (46212.870000 sec): 3 clusters
  Score: Raw -644410.572036 + Penalty 4065.159154 = -640345.412882
  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 3.87 GB.

 Trying to split cluster 19 (217450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46214.410000 sec): 2 clusters
  Score: Raw -40330963.506422 + Penalty 3047.851606 = -40327915.654816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46216.660000 sec): 3 clusters
  Score: Raw -40187614.789116 + Penalty 6095.703212 = -40181519.085903
  nChanged 104980
		SP:Iteration 1F (46218.830000 sec): 3 clusters
  Score: Raw -40250155.566714 + Penalty 6095.703212 = -40244059.863502
  nChanged 8231
		SP:Iteration 2Q (46221.090000 sec): 3 clusters
  Score: Raw -40254572.684087 + Penalty 6095.703212 = -40248476.980875
  nChanged 15106
		SP:Iteration 3F (46223.280000 sec): 3 clusters
  Score: Raw -40274169.643472 + Penalty 6095.703212 = -40268073.940260
  nChanged 28089
		SP:Iteration 4F (46225.360000 sec): 3 clusters
  Score: Raw -40327239.694925 + Penalty 6095.703212 = -40321143.991713
  nChanged 30143
		SP:Iteration 5F (46227.500000 sec): 3 clusters
  Score: Raw -40387488.712381 + Penalty 6095.703212 = -40381393.009169
  nChanged 18488
		SP:Iteration 6F (46229.660000 sec): 3 clusters
  Score: Raw -40417381.181120 + Penalty 6095.703212 = -40411285.477908
  nChanged 10226
		SP:Iteration 7Q (46231.740000 sec): 3 clusters
  Score: Raw -40425387.599880 + Penalty 6095.703212 = -40419291.896668
  nChanged 6399
		SP:Iteration 8Q (46233.840000 sec): 3 clusters
  Score: Raw -40429091.474350 + Penalty 6095.703212 = -40422995.771138
  nChanged 5343
		SP:Iteration 9Q (46235.940000 sec): 3 clusters
  Score: Raw -40431750.947526 + Penalty 6095.703212 = -40425655.244314
  nChanged 4664
		SP:Iteration 10Q (46237.980000 sec): 3 clusters
  Score: Raw -40433738.586899 + Penalty 6095.703212 = -40427642.883687
  nChanged 3772
		SP:Iteration 11Q (46240.070000 sec): 3 clusters
  Score: Raw -40434974.946099 + Penalty 6095.703212 = -40428879.242887
  nChanged 2852
		SP:Iteration 12Q (46242.190000 sec): 3 clusters
  Score: Raw -40435628.222371 + Penalty 6095.703212 = -40429532.519159
  nChanged 2063
		SP:Iteration 13Q (46244.120000 sec): 3 clusters
  Score: Raw -40435964.948566 + Penalty 6095.703212 = -40429869.245354
  nChanged 1489
		SP:Iteration 14Q (46246.180000 sec): 3 clusters
  Score: Raw -40436133.663516 + Penalty 6095.703212 = -40430037.960304
  nChanged 1034
		SP:Iteration 15Q (46248.270000 sec): 3 clusters
  Score: Raw -40436217.666821 + Penalty 6095.703212 = -40430121.963609
  nChanged 751
		SP:Iteration 16Q (46250.380000 sec): 3 clusters
  Score: Raw -40436263.486132 + Penalty 6095.703212 = -40430167.782920
  nChanged 528
		SP:Iteration 17Q (46252.380000 sec): 3 clusters
  Score: Raw -40436287.020013 + Penalty 6095.703212 = -40430191.316801
  nChanged 358
		SP:Iteration 18Q (46254.380000 sec): 3 clusters
  Score: Raw -40436299.333642 + Penalty 6095.703212 = -40430203.630430
  nChanged 266
		SP:Iteration 19Q (46256.380000 sec): 3 clusters
  Score: Raw -40436306.340972 + Penalty 6095.703212 = -40430210.637760
  nChanged 170
		SP:Iteration 20F (46258.480000 sec): 3 clusters
  Score: Raw -40436309.925319 + Penalty 6095.703212 = -40430214.222107
  nChanged 119
		SP:Iteration 21Q (46260.540000 sec): 3 clusters
  Score: Raw -40436312.147301 + Penalty 6095.703212 = -40430216.444089
  nChanged 83
		SP:Iteration 22Q (46262.620000 sec): 3 clusters
  Score: Raw -40436313.378321 + Penalty 6095.703212 = -40430217.675109
  nChanged 56
		SP:Iteration 23Q (46264.690000 sec): 3 clusters
  Score: Raw -40436314.012636 + Penalty 6095.703212 = -40430218.309424
  nChanged 31
		SP:Iteration 24Q (46266.740000 sec): 3 clusters
  Score: Raw -40436314.356742 + Penalty 6095.703212 = -40430218.653530
  nChanged 28
		SP:Iteration 25Q (46268.840000 sec): 3 clusters
  Score: Raw -40436314.654229 + Penalty 6095.703212 = -40430218.951017
  nChanged 17
		SP:Iteration 26Q (46270.970000 sec): 3 clusters
  Score: Raw -40436314.798521 + Penalty 6095.703212 = -40430219.095309
  nChanged 11
		SP:Iteration 27Q (46273.080000 sec): 3 clusters
  Score: Raw -40436314.912569 + Penalty 6095.703212 = -40430219.209356
  nChanged 10
		SP:Iteration 28Q (46275.210000 sec): 3 clusters
  Score: Raw -40436314.987638 + Penalty 6095.703212 = -40430219.284426
  nChanged 4
		SP:Iteration 29Q (46277.090000 sec): 3 clusters
  Score: Raw -40436315.025105 + Penalty 6095.703212 = -40430219.321893
  nChanged 5
		SP:Iteration 30Q (46278.980000 sec): 3 clusters
  Score: Raw -40436315.063585 + Penalty 6095.703212 = -40430219.360373
  nChanged 2
		SP:Iteration 31Q (46280.820000 sec): 3 clusters
  Score: Raw -40436315.078811 + Penalty 6095.703212 = -40430219.375599
  nChanged 0
		SP:Iteration 32F (46282.780000 sec): 3 clusters
  Score: Raw -40436315.078811 + Penalty 6095.703212 = -40430219.375599
  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 3.87 GB.

 Trying to split cluster 20 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46282.880000 sec): 2 clusters
  Score: Raw -21219.596866 + Penalty 1220.155270 = -19999.441597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46283.040000 sec): 3 clusters
  Score: Raw -21524.496875 + Penalty 2440.310539 = -19084.186336
  nChanged 6
		SP:Iteration 1Q (46283.200000 sec): 3 clusters
  Score: Raw -21554.705426 + Penalty 2440.310539 = -19114.394887
  nChanged 3
		SP:Iteration 2Q (46283.360000 sec): 3 clusters
  Score: Raw -21570.750220 + Penalty 2440.310539 = -19130.439681
  nChanged 1
		SP:Iteration 3Q (46283.520000 sec): 3 clusters
  Score: Raw -21574.549823 + Penalty 2440.310539 = -19134.239284
  nChanged 0
		SP:Iteration 4F (46283.680000 sec): 3 clusters
  Score: Raw -21574.549823 + Penalty 2440.310539 = -19134.239284
  nChanged 0
Iteration 20F (46345.250000 sec): 34 clusters
  Score: Raw -91131567.820653 + Penalty 107661.335539 = -91023906.485114
  nChanged 34029
Iteration 21F (46407.770000 sec): 34 clusters
  Score: Raw -91173997.095542 + Penalty 107661.335539 = -91066335.760003
  nChanged 20137
Iteration 22Q (46450.800000 sec): 34 clusters
  Score: Raw -91192310.334972 + Penalty 107661.335539 = -91084648.999434
  nChanged 18003
Iteration 23Q (46493.210000 sec): 34 clusters
  Score: Raw -91204249.990366 + Penalty 107661.335539 = -91096588.654827
  nChanged 15852
Iteration 24Q (46536.030000 sec): 34 clusters
  Score: Raw -91213275.195683 + Penalty 107661.335539 = -91105613.860145
  nChanged 13706
Iteration 25Q (46579.120000 sec): 34 clusters
  Score: Raw -91219808.365099 + Penalty 107661.335539 = -91112147.029560
  nChanged 12024
Iteration 26Q (46622.190000 sec): 34 clusters
  Score: Raw -91224768.653360 + Penalty 107661.335539 = -91117107.317821
  nChanged 10646
Iteration 27Q (46664.450000 sec): 34 clusters
  Score: Raw -91228861.353193 + Penalty 107661.335539 = -91121200.017654
  nChanged 9854
Iteration 28Q (46707.250000 sec): 34 clusters
  Score: Raw -91232393.672096 + Penalty 107661.335539 = -91124732.336557
  nChanged 9277
Iteration 29Q (46750.120000 sec): 34 clusters
  Score: Raw -91235716.357567 + Penalty 107661.335539 = -91128055.022028
  nChanged 8667
Iteration 30Q (46792.720000 sec): 34 clusters
  Score: Raw -91238753.733649 + Penalty 107661.335539 = -91131092.398110
  nChanged 8310
Iteration 31Q (46834.650000 sec): 34 clusters
  Score: Raw -91241580.518003 + Penalty 107661.335539 = -91133919.182464
  nChanged 7844
Iteration 32Q (46876.880000 sec): 34 clusters
  Score: Raw -91244173.410597 + Penalty 107661.335539 = -91136512.075058
  nChanged 7286
Iteration 33Q (46918.460000 sec): 34 clusters
  Score: Raw -91246461.621774 + Penalty 107661.335539 = -91138800.286236
  nChanged 6601
Iteration 34Q (46960.760000 sec): 34 clusters
  Score: Raw -91248359.685812 + Penalty 107661.335539 = -91140698.350273
  nChanged 5909
Iteration 35Q (47003.030000 sec): 34 clusters
  Score: Raw -91249911.118000 + Penalty 107661.335539 = -91142249.782461
  nChanged 5355
Iteration 36Q (47045.840000 sec): 34 clusters
  Score: Raw -91251250.698133 + Penalty 107661.335539 = -91143589.362594
  nChanged 4773
Iteration 37Q (47088.610000 sec): 34 clusters
  Score: Raw -91252412.346070 + Penalty 107661.335539 = -91144751.010531
  nChanged 4307
Iteration 38Q (47131.210000 sec): 34 clusters
  Score: Raw -91253688.342818 + Penalty 107661.335539 = -91146027.007280
  nChanged 3946
Iteration 39Q (47173.990000 sec): 34 clusters
  Score: Raw -91254976.827503 + Penalty 107661.335539 = -91147315.491964
  nChanged 3581
Iteration 40F (47234.950000 sec): 34 clusters
  Score: Raw -91259138.131374 + Penalty 107661.335539 = -91151476.795835
  nChanged 3632
Iteration 41Q (47277.480000 sec): 34 clusters
  Score: Raw -91264533.672465 + Penalty 107661.335539 = -91156872.336927
  nChanged 3572
Iteration 42Q (47320.520000 sec): 34 clusters
  Score: Raw -91266973.453968 + Penalty 107661.335539 = -91159312.118429
  nChanged 3300
Iteration 43Q (47363.610000 sec): 34 clusters
  Score: Raw -91267954.660004 + Penalty 107661.335539 = -91160293.324465
  nChanged 2829
Iteration 44Q (47405.670000 sec): 34 clusters
  Score: Raw -91268704.039848 + Penalty 107661.335539 = -91161042.704309
  nChanged 2550
Iteration 45Q (47447.360000 sec): 34 clusters
  Score: Raw -91269376.995759 + Penalty 107661.335539 = -91161715.660220
  nChanged 2332
Iteration 46Q (47489.010000 sec): 34 clusters
  Score: Raw -91269981.420420 + Penalty 107661.335539 = -91162320.084881
  nChanged 2077
Iteration 47Q (47530.050000 sec): 34 clusters
  Score: Raw -91270423.511485 + Penalty 107661.335539 = -91162762.175946
  nChanged 1883
Iteration 48Q (47571.370000 sec): 34 clusters
  Score: Raw -91270778.878332 + Penalty 107661.335539 = -91163117.542793
  nChanged 1635
Iteration 49Q (47613.530000 sec): 34 clusters
  Score: Raw -91271034.851978 + Penalty 107661.335539 = -91163373.516439
  nChanged 1403
Iteration 50Q (47655.420000 sec): 34 clusters
  Score: Raw -91271204.028546 + Penalty 107661.335539 = -91163542.693007
  nChanged 1173
Iteration 51Q (47697.160000 sec): 34 clusters
  Score: Raw -91271334.667894 + Penalty 107661.335539 = -91163673.332355
  nChanged 990
Iteration 52Q (47739.590000 sec): 34 clusters
  Score: Raw -91271418.310080 + Penalty 107661.335539 = -91163756.974541
  nChanged 789
Iteration 53Q (47779.840000 sec): 34 clusters
  Score: Raw -91271489.207736 + Penalty 107661.335539 = -91163827.872197
  nChanged 631
Iteration 54Q (47821.950000 sec): 34 clusters
  Score: Raw -91271528.779046 + Penalty 107661.335539 = -91163867.443507
  nChanged 497
Iteration 55Q (47863.620000 sec): 34 clusters
  Score: Raw -91271555.112101 + Penalty 107661.335539 = -91163893.776562
  nChanged 422
Iteration 56Q (47905.600000 sec): 34 clusters
  Score: Raw -91271577.852345 + Penalty 107661.335539 = -91163916.516806
  nChanged 350
Iteration 57Q (47946.270000 sec): 34 clusters
  Score: Raw -91271592.289197 + Penalty 107661.335539 = -91163930.953658
  nChanged 286
Iteration 58Q (47988.450000 sec): 34 clusters
  Score: Raw -91271604.877338 + Penalty 107661.335539 = -91163943.541799
  nChanged 261
Writing temp clu file 
Because OldScore, -91163930.953658, is greater than current (better) Score,-91163943.541799 
 Compute initial score before splitting:   Score: Raw -91271604.877338 + Penalty 107661.335539 = -91163943.541799
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (1786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47988.550000 sec): 2 clusters
  Score: Raw -303199.471649 + Penalty 1856.957973 = -301342.513676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47988.730000 sec): 3 clusters
  Score: Raw -302726.032319 + Penalty 3713.915946 = -299012.116374
  nChanged 569
		SP:Iteration 1F (47988.910000 sec): 3 clusters
  Score: Raw -304120.237155 + Penalty 3713.915946 = -300406.321209
  nChanged 246
		SP:Iteration 2F (47989.080000 sec): 3 clusters
  Score: Raw -305266.993447 + Penalty 3713.915946 = -301553.077502
  nChanged 167
		SP:Iteration 3F (47989.260000 sec): 3 clusters
  Score: Raw -305863.628686 + Penalty 3713.915946 = -302149.712740
  nChanged 105
		SP:Iteration 4F (47989.320000 sec): 3 clusters
  Score: Raw -306180.016962 + Penalty 3713.915946 = -302466.101016
  nChanged 61
		SP:Iteration 5Q (47989.360000 sec): 3 clusters
  Score: Raw -306304.625269 + Penalty 3713.915946 = -302590.709323
  nChanged 43
		SP:Iteration 6Q (47989.410000 sec): 3 clusters
  Score: Raw -306384.054880 + Penalty 3713.915946 = -302670.138934
  nChanged 42
		SP:Iteration 7Q (47989.450000 sec): 3 clusters
  Score: Raw -306447.936728 + Penalty 3713.915946 = -302734.020783
  nChanged 27
		SP:Iteration 8Q (47989.490000 sec): 3 clusters
  Score: Raw -306490.725804 + Penalty 3713.915946 = -302776.809858
  nChanged 28
		SP:Iteration 9Q (47989.570000 sec): 3 clusters
  Score: Raw -306536.170587 + Penalty 3713.915946 = -302822.254641
  nChanged 33
		SP:Iteration 10Q (47989.750000 sec): 3 clusters
  Score: Raw -306598.086639 + Penalty 3713.915946 = -302884.170694
  nChanged 35
		SP:Iteration 11Q (47989.920000 sec): 3 clusters
  Score: Raw -306671.525633 + Penalty 3713.915946 = -302957.609687
  nChanged 27
		SP:Iteration 12Q (47990.100000 sec): 3 clusters
  Score: Raw -306726.496788 + Penalty 3713.915946 = -303012.580842
  nChanged 30
		SP:Iteration 13Q (47990.280000 sec): 3 clusters
  Score: Raw -306781.324406 + Penalty 3713.915946 = -303067.408460
  nChanged 29
		SP:Iteration 14Q (47990.450000 sec): 3 clusters
  Score: Raw -306842.920586 + Penalty 3713.915946 = -303129.004640
  nChanged 21
		SP:Iteration 15Q (47990.550000 sec): 3 clusters
  Score: Raw -306885.477495 + Penalty 3713.915946 = -303171.561549
  nChanged 22
		SP:Iteration 16Q (47990.590000 sec): 3 clusters
  Score: Raw -306928.861505 + Penalty 3713.915946 = -303214.945559
  nChanged 19
		SP:Iteration 17Q (47990.630000 sec): 3 clusters
  Score: Raw -306965.110787 + Penalty 3713.915946 = -303251.194841
  nChanged 14
		SP:Iteration 18Q (47990.680000 sec): 3 clusters
  Score: Raw -307001.835968 + Penalty 3713.915946 = -303287.920022
  nChanged 11
		SP:Iteration 19Q (47990.720000 sec): 3 clusters
  Score: Raw -307023.851917 + Penalty 3713.915946 = -303309.935971
  nChanged 14
		SP:Iteration 20F (47990.760000 sec): 3 clusters
  Score: Raw -307066.873550 + Penalty 3713.915946 = -303352.957604
  nChanged 18
		SP:Iteration 21Q (47990.810000 sec): 3 clusters
  Score: Raw -307121.386271 + Penalty 3713.915946 = -303407.470326
  nChanged 15
		SP:Iteration 22Q (47990.850000 sec): 3 clusters
  Score: Raw -307155.345268 + Penalty 3713.915946 = -303441.429322
  nChanged 21
		SP:Iteration 23Q (47990.900000 sec): 3 clusters
  Score: Raw -307195.659077 + Penalty 3713.915946 = -303481.743132
  nChanged 17
		SP:Iteration 24Q (47990.940000 sec): 3 clusters
  Score: Raw -307237.430378 + Penalty 3713.915946 = -303523.514432
  nChanged 24
		SP:Iteration 25Q (47990.980000 sec): 3 clusters
  Score: Raw -307312.355248 + Penalty 3713.915946 = -303598.439302
  nChanged 17
		SP:Iteration 26Q (47991.020000 sec): 3 clusters
  Score: Raw -307392.489465 + Penalty 3713.915946 = -303678.573519
  nChanged 25
		SP:Iteration 27Q (47991.060000 sec): 3 clusters
  Score: Raw -307580.042493 + Penalty 3713.915946 = -303866.126547
  nChanged 19
		SP:Iteration 28Q (47991.100000 sec): 3 clusters
  Score: Raw -307790.311726 + Penalty 3713.915946 = -304076.395780
  nChanged 11
		SP:Iteration 29Q (47991.140000 sec): 3 clusters
  Score: Raw -307877.802380 + Penalty 3713.915946 = -304163.886435
  nChanged 2
		SP:Iteration 30Q (47991.180000 sec): 3 clusters
  Score: Raw -307884.100251 + Penalty 3713.915946 = -304170.184305
  nChanged 0
		SP:Iteration 31F (47991.220000 sec): 3 clusters
  Score: Raw -307884.100251 + Penalty 3713.915946 = -304170.184305
  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 3.87 GB.

 Trying to split cluster 2 (975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47991.280000 sec): 2 clusters
  Score: Raw -160598.326309 + Penalty 1706.844493 = -158891.481816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47991.310000 sec): 3 clusters
  Score: Raw -160434.668924 + Penalty 3413.688986 = -157020.979938
  nChanged 274
		SP:Iteration 1F (47991.330000 sec): 3 clusters
  Score: Raw -160779.867053 + Penalty 3413.688986 = -157366.178067
  nChanged 80
		SP:Iteration 2F (47991.360000 sec): 3 clusters
  Score: Raw -160934.232156 + Penalty 3413.688986 = -157520.543171
  nChanged 58
		SP:Iteration 3F (47991.390000 sec): 3 clusters
  Score: Raw -161071.001682 + Penalty 3413.688986 = -157657.312696
  nChanged 42
		SP:Iteration 4Q (47991.420000 sec): 3 clusters
  Score: Raw -161191.249472 + Penalty 3413.688986 = -157777.560486
  nChanged 45
		SP:Iteration 5Q (47991.460000 sec): 3 clusters
  Score: Raw -161309.800106 + Penalty 3413.688986 = -157896.111120
  nChanged 38
		SP:Iteration 6Q (47991.480000 sec): 3 clusters
  Score: Raw -161428.991054 + Penalty 3413.688986 = -158015.302069
  nChanged 35
		SP:Iteration 7Q (47991.520000 sec): 3 clusters
  Score: Raw -161509.833472 + Penalty 3413.688986 = -158096.144486
  nChanged 26
		SP:Iteration 8Q (47991.550000 sec): 3 clusters
  Score: Raw -161583.108177 + Penalty 3413.688986 = -158169.419191
  nChanged 17
		SP:Iteration 9Q (47991.580000 sec): 3 clusters
  Score: Raw -161611.926294 + Penalty 3413.688986 = -158198.237309
  nChanged 11
		SP:Iteration 10Q (47991.610000 sec): 3 clusters
  Score: Raw -161631.894271 + Penalty 3413.688986 = -158218.205286
  nChanged 8
		SP:Iteration 11Q (47991.640000 sec): 3 clusters
  Score: Raw -161662.886151 + Penalty 3413.688986 = -158249.197166
  nChanged 9
		SP:Iteration 12Q (47991.670000 sec): 3 clusters
  Score: Raw -161676.522077 + Penalty 3413.688986 = -158262.833091
  nChanged 4
		SP:Iteration 13Q (47991.700000 sec): 3 clusters
  Score: Raw -161686.662508 + Penalty 3413.688986 = -158272.973523
  nChanged 4
		SP:Iteration 14Q (47991.730000 sec): 3 clusters
  Score: Raw -161690.815883 + Penalty 3413.688986 = -158277.126898
  nChanged 2
		SP:Iteration 15Q (47991.760000 sec): 3 clusters
  Score: Raw -161693.731527 + Penalty 3413.688986 = -158280.042541
  nChanged 1
		SP:Iteration 16Q (47991.800000 sec): 3 clusters
  Score: Raw -161694.596072 + Penalty 3413.688986 = -158280.907087
  nChanged 1
		SP:Iteration 17Q (47991.830000 sec): 3 clusters
  Score: Raw -161695.069181 + Penalty 3413.688986 = -158281.380196
  nChanged 0
		SP:Iteration 18F (47991.860000 sec): 3 clusters
  Score: Raw -161695.069181 + Penalty 3413.688986 = -158281.380196
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 3 (290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47991.900000 sec): 2 clusters
  Score: Raw -44640.364200 + Penalty 1406.130469 = -43234.233731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47991.900000 sec): 3 clusters
  Score: Raw -44805.504085 + Penalty 2812.260938 = -41993.243148
  nChanged 42
		SP:Iteration 1F (47991.920000 sec): 3 clusters
  Score: Raw -44972.480965 + Penalty 2812.260938 = -42160.220027
  nChanged 13
		SP:Iteration 2Q (47991.930000 sec): 3 clusters
  Score: Raw -45039.623616 + Penalty 2812.260938 = -42227.362679
  nChanged 6
		SP:Iteration 3Q (47991.940000 sec): 3 clusters
  Score: Raw -45065.632471 + Penalty 2812.260938 = -42253.371533
  nChanged 1
		SP:Iteration 4Q (47991.950000 sec): 3 clusters
  Score: Raw -45068.993895 + Penalty 2812.260938 = -42256.732957
  nChanged 1
		SP:Iteration 5Q (47991.960000 sec): 3 clusters
  Score: Raw -45071.900656 + Penalty 2812.260938 = -42259.639718
  nChanged 1
		SP:Iteration 6Q (47991.980000 sec): 3 clusters
  Score: Raw -45077.755979 + Penalty 2812.260938 = -42265.495041
  nChanged 1
		SP:Iteration 7Q (47991.990000 sec): 3 clusters
  Score: Raw -45084.484577 + Penalty 2812.260938 = -42272.223639
  nChanged 2
		SP:Iteration 8Q (47992.000000 sec): 3 clusters
  Score: Raw -45094.252023 + Penalty 2812.260938 = -42281.991085
  nChanged 3
		SP:Iteration 9Q (47992.010000 sec): 3 clusters
  Score: Raw -45100.353172 + Penalty 2812.260938 = -42288.092234
  nChanged 1
		SP:Iteration 10Q (47992.020000 sec): 3 clusters
  Score: Raw -45101.969344 + Penalty 2812.260938 = -42289.708407
  nChanged 0
		SP:Iteration 11F (47992.030000 sec): 3 clusters
  Score: Raw -45101.969344 + Penalty 2812.260938 = -42289.708407
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47992.100000 sec): 2 clusters
  Score: Raw -325847.092108 + Penalty 1875.287153 = -323971.804955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47992.140000 sec): 3 clusters
  Score: Raw -325168.715258 + Penalty 3750.574306 = -321418.140952
  nChanged 605
		SP:Iteration 1F (47992.190000 sec): 3 clusters
  Score: Raw -325697.291862 + Penalty 3750.574306 = -321946.717557
  nChanged 180
		SP:Iteration 2F (47992.240000 sec): 3 clusters
  Score: Raw -326005.787593 + Penalty 3750.574306 = -322255.213287
  nChanged 168
		SP:Iteration 3F (47992.280000 sec): 3 clusters
  Score: Raw -326417.390897 + Penalty 3750.574306 = -322666.816591
  nChanged 176
		SP:Iteration 4F (47992.330000 sec): 3 clusters
  Score: Raw -327084.787908 + Penalty 3750.574306 = -323334.213603
  nChanged 194
		SP:Iteration 5F (47992.540000 sec): 3 clusters
  Score: Raw -327969.938680 + Penalty 3750.574306 = -324219.364374
  nChanged 180
		SP:Iteration 6F (47992.700000 sec): 3 clusters
  Score: Raw -328801.167330 + Penalty 3750.574306 = -325050.593025
  nChanged 129
		SP:Iteration 7F (47992.860000 sec): 3 clusters
  Score: Raw -329247.857224 + Penalty 3750.574306 = -325497.282918
  nChanged 80
		SP:Iteration 8Q (47993.020000 sec): 3 clusters
  Score: Raw -329443.592689 + Penalty 3750.574306 = -325693.018383
  nChanged 30
		SP:Iteration 9Q (47993.170000 sec): 3 clusters
  Score: Raw -329495.546465 + Penalty 3750.574306 = -325744.972159
  nChanged 15
		SP:Iteration 10Q (47993.330000 sec): 3 clusters
  Score: Raw -329520.969398 + Penalty 3750.574306 = -325770.395092
  nChanged 5
		SP:Iteration 11Q (47993.450000 sec): 3 clusters
  Score: Raw -329527.441370 + Penalty 3750.574306 = -325776.867064
  nChanged 3
		SP:Iteration 12Q (47993.620000 sec): 3 clusters
  Score: Raw -329531.161275 + Penalty 3750.574306 = -325780.586969
  nChanged 1
		SP:Iteration 13Q (47993.800000 sec): 3 clusters
  Score: Raw -329532.229500 + Penalty 3750.574306 = -325781.655194
  nChanged 0
		SP:Iteration 14F (47993.980000 sec): 3 clusters
  Score: Raw -329532.229500 + Penalty 3750.574306 = -325781.655194
  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 3.87 GB.

 Trying to split cluster 5 (787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47994.060000 sec): 2 clusters
  Score: Raw -83905.969396 + Penalty 1653.720606 = -82252.248790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47994.230000 sec): 3 clusters
  Score: Raw -84132.082779 + Penalty 3307.441211 = -80824.641568
  nChanged 237
		SP:Iteration 1F (47994.410000 sec): 3 clusters
  Score: Raw -84835.468667 + Penalty 3307.441211 = -81528.027456
  nChanged 89
		SP:Iteration 2F (47994.580000 sec): 3 clusters
  Score: Raw -85141.750729 + Penalty 3307.441211 = -81834.309518
  nChanged 42
		SP:Iteration 3F (47994.760000 sec): 3 clusters
  Score: Raw -85472.806696 + Penalty 3307.441211 = -82165.365484
  nChanged 39
		SP:Iteration 4Q (47994.940000 sec): 3 clusters
  Score: Raw -85802.267956 + Penalty 3307.441211 = -82494.826745
  nChanged 28
		SP:Iteration 5Q (47995.110000 sec): 3 clusters
  Score: Raw -85952.315871 + Penalty 3307.441211 = -82644.874660
  nChanged 10
		SP:Iteration 6Q (47995.290000 sec): 3 clusters
  Score: Raw -85974.604507 + Penalty 3307.441211 = -82667.163295
  nChanged 6
		SP:Iteration 7Q (47995.460000 sec): 3 clusters
  Score: Raw -85989.317976 + Penalty 3307.441211 = -82681.876764
  nChanged 3
		SP:Iteration 8Q (47995.640000 sec): 3 clusters
  Score: Raw -86042.004749 + Penalty 3307.441211 = -82734.563538
  nChanged 8
		SP:Iteration 9Q (47995.820000 sec): 3 clusters
  Score: Raw -86132.195451 + Penalty 3307.441211 = -82824.754240
  nChanged 23
		SP:Iteration 10Q (47995.990000 sec): 3 clusters
  Score: Raw -86248.690436 + Penalty 3307.441211 = -82941.249225
  nChanged 27
		SP:Iteration 11Q (47996.170000 sec): 3 clusters
  Score: Raw -86361.922129 + Penalty 3307.441211 = -83054.480918
  nChanged 24
		SP:Iteration 12Q (47996.340000 sec): 3 clusters
  Score: Raw -86461.065526 + Penalty 3307.441211 = -83153.624315
  nChanged 21
		SP:Iteration 13Q (47996.520000 sec): 3 clusters
  Score: Raw -86545.147202 + Penalty 3307.441211 = -83237.705991
  nChanged 19
		SP:Iteration 14Q (47996.700000 sec): 3 clusters
  Score: Raw -86608.275878 + Penalty 3307.441211 = -83300.834666
  nChanged 22
		SP:Iteration 15Q (47996.870000 sec): 3 clusters
  Score: Raw -86703.729351 + Penalty 3307.441211 = -83396.288140
  nChanged 22
		SP:Iteration 16Q (47997.050000 sec): 3 clusters
  Score: Raw -86801.035470 + Penalty 3307.441211 = -83493.594258
  nChanged 17
		SP:Iteration 17Q (47997.220000 sec): 3 clusters
  Score: Raw -86830.434338 + Penalty 3307.441211 = -83522.993126
  nChanged 7
		SP:Iteration 18Q (47997.400000 sec): 3 clusters
  Score: Raw -86838.942510 + Penalty 3307.441211 = -83531.501298
  nChanged 1
		SP:Iteration 19Q (47997.580000 sec): 3 clusters
  Score: Raw -86839.927713 + Penalty 3307.441211 = -83532.486502
  nChanged 1
		SP:Iteration 20F (47997.750000 sec): 3 clusters
  Score: Raw -86840.653960 + Penalty 3307.441211 = -83533.212749
  nChanged 1
		SP:Iteration 21Q (47997.930000 sec): 3 clusters
  Score: Raw -86841.004502 + Penalty 3307.441211 = -83533.563290
  nChanged 0
		SP:Iteration 22F (47998.100000 sec): 3 clusters
  Score: Raw -86841.004502 + Penalty 3307.441211 = -83533.563290
  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 3.87 GB.

 Trying to split cluster 6 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47998.190000 sec): 2 clusters
  Score: Raw -92498.053870 + Penalty 1579.310422 = -90918.743448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47998.370000 sec): 3 clusters
  Score: Raw -92556.001942 + Penalty 3158.620844 = -89397.381097
  nChanged 134
		SP:Iteration 1F (47998.540000 sec): 3 clusters
  Score: Raw -93023.321941 + Penalty 3158.620844 = -89864.701096
  nChanged 54
		SP:Iteration 2F (47998.720000 sec): 3 clusters
  Score: Raw -93239.704857 + Penalty 3158.620844 = -90081.084012
  nChanged 43
		SP:Iteration 3F (47998.890000 sec): 3 clusters
  Score: Raw -93337.301337 + Penalty 3158.620844 = -90178.680493
  nChanged 22
		SP:Iteration 4Q (47999.070000 sec): 3 clusters
  Score: Raw -93390.318571 + Penalty 3158.620844 = -90231.697727
  nChanged 10
		SP:Iteration 5Q (47999.240000 sec): 3 clusters
  Score: Raw -93416.069173 + Penalty 3158.620844 = -90257.448329
  nChanged 12
		SP:Iteration 6Q (47999.420000 sec): 3 clusters
  Score: Raw -93453.746319 + Penalty 3158.620844 = -90295.125475
  nChanged 3
		SP:Iteration 7Q (47999.600000 sec): 3 clusters
  Score: Raw -93459.786756 + Penalty 3158.620844 = -90301.165911
  nChanged 3
		SP:Iteration 8Q (47999.770000 sec): 3 clusters
  Score: Raw -93467.803630 + Penalty 3158.620844 = -90309.182785
  nChanged 2
		SP:Iteration 9Q (47999.950000 sec): 3 clusters
  Score: Raw -93469.962603 + Penalty 3158.620844 = -90311.341758
  nChanged 2
		SP:Iteration 10Q (48000.120000 sec): 3 clusters
  Score: Raw -93474.417042 + Penalty 3158.620844 = -90315.796197
  nChanged 3
		SP:Iteration 11Q (48000.300000 sec): 3 clusters
  Score: Raw -93478.151386 + Penalty 3158.620844 = -90319.530541
  nChanged 0
		SP:Iteration 12F (48000.470000 sec): 3 clusters
  Score: Raw -93478.151386 + Penalty 3158.620844 = -90319.530541
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (20142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48000.700000 sec): 2 clusters
  Score: Raw -3424697.461863 + Penalty 2457.819492 = -3422239.642372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48001.100000 sec): 3 clusters
  Score: Raw -3413008.232210 + Penalty 4915.638983 = -3408092.593226
  nChanged 8898
		SP:Iteration 1F (48001.440000 sec): 3 clusters
  Score: Raw -3419428.204629 + Penalty 4915.638983 = -3414512.565646
  nChanged 2038
		SP:Iteration 2F (48001.830000 sec): 3 clusters
  Score: Raw -3422320.102826 + Penalty 4915.638983 = -3417404.463843
  nChanged 2118
		SP:Iteration 3F (48002.160000 sec): 3 clusters
  Score: Raw -3424602.776462 + Penalty 4915.638983 = -3419687.137479
  nChanged 1766
		SP:Iteration 4F (48002.490000 sec): 3 clusters
  Score: Raw -3426259.208892 + Penalty 4915.638983 = -3421343.569909
  nChanged 1417
		SP:Iteration 5F (48002.830000 sec): 3 clusters
  Score: Raw -3427596.517260 + Penalty 4915.638983 = -3422680.878277
  nChanged 1181
		SP:Iteration 6F (48003.170000 sec): 3 clusters
  Score: Raw -3428685.464523 + Penalty 4915.638983 = -3423769.825540
  nChanged 918
		SP:Iteration 7Q (48003.510000 sec): 3 clusters
  Score: Raw -3429483.798822 + Penalty 4915.638983 = -3424568.159839
  nChanged 660
		SP:Iteration 8Q (48003.850000 sec): 3 clusters
  Score: Raw -3430061.253464 + Penalty 4915.638983 = -3425145.614481
  nChanged 469
		SP:Iteration 9Q (48004.190000 sec): 3 clusters
  Score: Raw -3430482.269338 + Penalty 4915.638983 = -3425566.630355
  nChanged 366
		SP:Iteration 10Q (48004.460000 sec): 3 clusters
  Score: Raw -3430830.671947 + Penalty 4915.638983 = -3425915.032964
  nChanged 235
		SP:Iteration 11Q (48004.700000 sec): 3 clusters
  Score: Raw -3431025.192984 + Penalty 4915.638983 = -3426109.554001
  nChanged 159
		SP:Iteration 12Q (48004.980000 sec): 3 clusters
  Score: Raw -3431114.094296 + Penalty 4915.638983 = -3426198.455313
  nChanged 124
		SP:Iteration 13Q (48005.210000 sec): 3 clusters
  Score: Raw -3431158.637341 + Penalty 4915.638983 = -3426242.998358
  nChanged 75
		SP:Iteration 14Q (48005.520000 sec): 3 clusters
  Score: Raw -3431178.024841 + Penalty 4915.638983 = -3426262.385858
  nChanged 37
		SP:Iteration 15Q (48005.820000 sec): 3 clusters
  Score: Raw -3431184.673239 + Penalty 4915.638983 = -3426269.034256
  nChanged 19
		SP:Iteration 16Q (48006.170000 sec): 3 clusters
  Score: Raw -3431188.447296 + Penalty 4915.638983 = -3426272.808313
  nChanged 12
		SP:Iteration 17Q (48006.510000 sec): 3 clusters
  Score: Raw -3431190.218054 + Penalty 4915.638983 = -3426274.579071
  nChanged 2
		SP:Iteration 18Q (48006.850000 sec): 3 clusters
  Score: Raw -3431190.452328 + Penalty 4915.638983 = -3426274.813345
  nChanged 1
		SP:Iteration 19Q (48007.190000 sec): 3 clusters
  Score: Raw -3431190.596164 + Penalty 4915.638983 = -3426274.957180
  nChanged 3
		SP:Iteration 20F (48007.540000 sec): 3 clusters
  Score: Raw -3431190.923741 + Penalty 4915.638983 = -3426275.284757
  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 3.87 GB.

 Trying to split cluster 8 (107956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48008.390000 sec): 2 clusters
  Score: Raw -19144900.917848 + Penalty 2874.190796 = -19142026.727053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48009.620000 sec): 3 clusters
  Score: Raw -19075565.619262 + Penalty 5748.381592 = -19069817.237670
  nChanged 50941
		SP:Iteration 1F (48010.790000 sec): 3 clusters
  Score: Raw -19104665.291466 + Penalty 5748.381592 = -19098916.909874
  nChanged 3981
		SP:Iteration 2Q (48012.010000 sec): 3 clusters
  Score: Raw -19105846.299922 + Penalty 5748.381592 = -19100097.918330
  nChanged 4666
		SP:Iteration 3Q (48013.250000 sec): 3 clusters
  Score: Raw -19107678.016350 + Penalty 5748.381592 = -19101929.634759
  nChanged 5931
		SP:Iteration 4F (48014.460000 sec): 3 clusters
  Score: Raw -19110859.709742 + Penalty 5748.381592 = -19105111.328150
  nChanged 7559
		SP:Iteration 5F (48015.550000 sec): 3 clusters
  Score: Raw -19115921.552229 + Penalty 5748.381592 = -19110173.170638
  nChanged 8646
		SP:Iteration 6F (48016.630000 sec): 3 clusters
  Score: Raw -19122131.903818 + Penalty 5748.381592 = -19116383.522226
  nChanged 8296
		SP:Iteration 7F (48017.720000 sec): 3 clusters
  Score: Raw -19128012.695908 + Penalty 5748.381592 = -19122264.314316
  nChanged 6843
		SP:Iteration 8F (48018.900000 sec): 3 clusters
  Score: Raw -19132927.345691 + Penalty 5748.381592 = -19127178.964099
  nChanged 5279
		SP:Iteration 9Q (48020.120000 sec): 3 clusters
  Score: Raw -19137029.201241 + Penalty 5748.381592 = -19131280.819649
  nChanged 3869
		SP:Iteration 10Q (48021.320000 sec): 3 clusters
  Score: Raw -19140145.175951 + Penalty 5748.381592 = -19134396.794359
  nChanged 2849
		SP:Iteration 11Q (48022.520000 sec): 3 clusters
  Score: Raw -19142349.906276 + Penalty 5748.381592 = -19136601.524684
  nChanged 2117
		SP:Iteration 12Q (48023.640000 sec): 3 clusters
  Score: Raw -19143926.399607 + Penalty 5748.381592 = -19138178.018015
  nChanged 1594
		SP:Iteration 13Q (48024.690000 sec): 3 clusters
  Score: Raw -19144945.311390 + Penalty 5748.381592 = -19139196.929798
  nChanged 1207
		SP:Iteration 14Q (48025.810000 sec): 3 clusters
  Score: Raw -19145598.211862 + Penalty 5748.381592 = -19139849.830270
  nChanged 892
		SP:Iteration 15Q (48026.850000 sec): 3 clusters
  Score: Raw -19146000.471688 + Penalty 5748.381592 = -19140252.090096
  nChanged 702
		SP:Iteration 16Q (48027.890000 sec): 3 clusters
  Score: Raw -19146261.036260 + Penalty 5748.381592 = -19140512.654668
  nChanged 614
		SP:Iteration 17Q (48028.930000 sec): 3 clusters
  Score: Raw -19146461.542927 + Penalty 5748.381592 = -19140713.161335
  nChanged 527
		SP:Iteration 18Q (48029.970000 sec): 3 clusters
  Score: Raw -19146615.242953 + Penalty 5748.381592 = -19140866.861361
  nChanged 402
		SP:Iteration 19Q (48030.960000 sec): 3 clusters
  Score: Raw -19146718.244295 + Penalty 5748.381592 = -19140969.862703
  nChanged 365
		SP:Iteration 20F (48032.130000 sec): 3 clusters
  Score: Raw -19146810.546747 + Penalty 5748.381592 = -19141062.165155
  nChanged 305
		SP:Iteration 21Q (48033.090000 sec): 3 clusters
  Score: Raw -19146876.948195 + Penalty 5748.381592 = -19141128.566603
  nChanged 228
		SP:Iteration 22Q (48034.090000 sec): 3 clusters
  Score: Raw -19146920.111714 + Penalty 5748.381592 = -19141171.730122
  nChanged 181
		SP:Iteration 23Q (48035.050000 sec): 3 clusters
  Score: Raw -19146951.350187 + Penalty 5748.381592 = -19141202.968596
  nChanged 144
		SP:Iteration 24Q (48036.050000 sec): 3 clusters
  Score: Raw -19146973.239296 + Penalty 5748.381592 = -19141224.857704
  nChanged 111
		SP:Iteration 25Q (48037.010000 sec): 3 clusters
  Score: Raw -19146988.341177 + Penalty 5748.381592 = -19141239.959585
  nChanged 103
		SP:Iteration 26Q (48038.010000 sec): 3 clusters
  Score: Raw -19147003.112325 + Penalty 5748.381592 = -19141254.730733
  nChanged 95
		SP:Iteration 27Q (48038.970000 sec): 3 clusters
  Score: Raw -19147016.292210 + Penalty 5748.381592 = -19141267.910618
  nChanged 82
		SP:Iteration 28Q (48039.970000 sec): 3 clusters
  Score: Raw -19147027.535004 + Penalty 5748.381592 = -19141279.153413
  nChanged 77
		SP:Iteration 29Q (48040.930000 sec): 3 clusters
  Score: Raw -19147038.229600 + Penalty 5748.381592 = -19141289.848009
  nChanged 54
		SP:Iteration 30Q (48041.930000 sec): 3 clusters
  Score: Raw -19147044.907115 + Penalty 5748.381592 = -19141296.525523
  nChanged 41
		SP:Iteration 31Q (48042.890000 sec): 3 clusters
  Score: Raw -19147049.261457 + Penalty 5748.381592 = -19141300.879865
  nChanged 32
		SP:Iteration 32Q (48043.820000 sec): 3 clusters
  Score: Raw -19147053.007857 + Penalty 5748.381592 = -19141304.626265
  nChanged 39
		SP:Iteration 33Q (48044.780000 sec): 3 clusters
  Score: Raw -19147057.874684 + Penalty 5748.381592 = -19141309.493092
  nChanged 34
		SP:Iteration 34Q (48045.790000 sec): 3 clusters
  Score: Raw -19147062.584081 + Penalty 5748.381592 = -19141314.202489
  nChanged 34
		SP:Iteration 35Q (48046.750000 sec): 3 clusters
  Score: Raw -19147065.992001 + Penalty 5748.381592 = -19141317.610409
  nChanged 38
		SP:Iteration 36Q (48047.760000 sec): 3 clusters
  Score: Raw -19147071.873428 + Penalty 5748.381592 = -19141323.491837
  nChanged 43
		SP:Iteration 37Q (48048.760000 sec): 3 clusters
  Score: Raw -19147077.731185 + Penalty 5748.381592 = -19141329.349594
  nChanged 48
		SP:Iteration 38Q (48049.770000 sec): 3 clusters
  Score: Raw -19147084.849183 + Penalty 5748.381592 = -19141336.467591
  nChanged 57
		SP:Iteration 39Q (48050.730000 sec): 3 clusters
  Score: Raw -19147094.650141 + Penalty 5748.381592 = -19141346.268549
  nChanged 62
		SP:Iteration 40F (48051.920000 sec): 3 clusters
  Score: Raw -19147102.905111 + Penalty 5748.381592 = -19141354.523520
  nChanged 49
		SP:Iteration 41Q (48052.850000 sec): 3 clusters
  Score: Raw -19147109.017533 + Penalty 5748.381592 = -19141360.635941
  nChanged 36
		SP:Iteration 42Q (48053.750000 sec): 3 clusters
  Score: Raw -19147112.761788 + Penalty 5748.381592 = -19141364.380196
  nChanged 33
		SP:Iteration 43Q (48054.690000 sec): 3 clusters
  Score: Raw -19147117.220478 + Penalty 5748.381592 = -19141368.838886
  nChanged 37
		SP:Iteration 44Q (48055.690000 sec): 3 clusters
  Score: Raw -19147121.108301 + Penalty 5748.381592 = -19141372.726710
  nChanged 26
		SP:Iteration 45Q (48056.700000 sec): 3 clusters
  Score: Raw -19147123.797361 + Penalty 5748.381592 = -19141375.415769
  nChanged 19
		SP:Iteration 46Q (48057.660000 sec): 3 clusters
  Score: Raw -19147125.950608 + Penalty 5748.381592 = -19141377.569017
  nChanged 22
		SP:Iteration 47Q (48058.690000 sec): 3 clusters
  Score: Raw -19147128.485520 + Penalty 5748.381592 = -19141380.103929
  nChanged 16
		SP:Iteration 48Q (48059.730000 sec): 3 clusters
  Score: Raw -19147130.185163 + Penalty 5748.381592 = -19141381.803571
  nChanged 22
		SP:Iteration 49Q (48060.760000 sec): 3 clusters
  Score: Raw -19147132.301945 + Penalty 5748.381592 = -19141383.920353
  nChanged 24
		SP:Iteration 50Q (48061.710000 sec): 3 clusters
  Score: Raw -19147134.275134 + Penalty 5748.381592 = -19141385.893542
  nChanged 19
		SP:Iteration 51Q (48062.740000 sec): 3 clusters
  Score: Raw -19147135.852795 + Penalty 5748.381592 = -19141387.471203
  nChanged 13
		SP:Iteration 52Q (48063.670000 sec): 3 clusters
  Score: Raw -19147136.741721 + Penalty 5748.381592 = -19141388.360129
  nChanged 14
		SP:Iteration 53Q (48064.670000 sec): 3 clusters
  Score: Raw -19147138.161573 + Penalty 5748.381592 = -19141389.779982
  nChanged 18
		SP:Iteration 54Q (48065.630000 sec): 3 clusters
  Score: Raw -19147139.451167 + Penalty 5748.381592 = -19141391.069575
  nChanged 9
		SP:Iteration 55Q (48066.640000 sec): 3 clusters
  Score: Raw -19147140.155130 + Penalty 5748.381592 = -19141391.773538
  nChanged 10
		SP:Iteration 56Q (48067.540000 sec): 3 clusters
  Score: Raw -19147140.946391 + Penalty 5748.381592 = -19141392.564799
  nChanged 7
		SP:Iteration 57Q (48068.540000 sec): 3 clusters
  Score: Raw -19147141.424222 + Penalty 5748.381592 = -19141393.042630
  nChanged 6
		SP:Iteration 58Q (48069.540000 sec): 3 clusters
  Score: Raw -19147141.935831 + Penalty 5748.381592 = -19141393.554239
  nChanged 6
		SP:Iteration 59Q (48070.500000 sec): 3 clusters
  Score: Raw -19147142.520233 + Penalty 5748.381592 = -19141394.138641
  nChanged 8
		SP:Iteration 60F (48071.680000 sec): 3 clusters
  Score: Raw -19147143.152427 + Penalty 5748.381592 = -19141394.770835
  nChanged 7
		SP:Iteration 61Q (48072.680000 sec): 3 clusters
  Score: Raw -19147143.671426 + Penalty 5748.381592 = -19141395.289834
  nChanged 8
		SP:Iteration 62Q (48073.570000 sec): 3 clusters
  Score: Raw -19147144.222769 + Penalty 5748.381592 = -19141395.841177
  nChanged 6
		SP:Iteration 63Q (48074.550000 sec): 3 clusters
  Score: Raw -19147144.667371 + Penalty 5748.381592 = -19141396.285779
  nChanged 4
		SP:Iteration 64Q (48075.570000 sec): 3 clusters
  Score: Raw -19147144.898469 + Penalty 5748.381592 = -19141396.516878
  nChanged 1
		SP:Iteration 65Q (48076.530000 sec): 3 clusters
  Score: Raw -19147144.997554 + Penalty 5748.381592 = -19141396.615962
  nChanged 0
		SP:Iteration 66F (48077.750000 sec): 3 clusters
  Score: Raw -19147144.997554 + Penalty 5748.381592 = -19141396.615962
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (28733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48077.980000 sec): 2 clusters
  Score: Raw -4927042.539930 + Penalty 2545.918789 = -4924496.621141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48078.430000 sec): 3 clusters
  Score: Raw -4909897.269884 + Penalty 5091.837577 = -4904805.432307
  nChanged 12892
		SP:Iteration 1F (48078.880000 sec): 3 clusters
  Score: Raw -4917250.260164 + Penalty 5091.837577 = -4912158.422586
  nChanged 1897
		SP:Iteration 2F (48079.220000 sec): 3 clusters
  Score: Raw -4918540.740268 + Penalty 5091.837577 = -4913448.902690
  nChanged 2137
		SP:Iteration 3F (48079.580000 sec): 3 clusters
  Score: Raw -4920425.534861 + Penalty 5091.837577 = -4915333.697283
  nChanged 2639
		SP:Iteration 4F (48080.010000 sec): 3 clusters
  Score: Raw -4923420.977326 + Penalty 5091.837577 = -4918329.139749
  nChanged 2760
		SP:Iteration 5F (48080.470000 sec): 3 clusters
  Score: Raw -4927059.383946 + Penalty 5091.837577 = -4921967.546369
  nChanged 2347
		SP:Iteration 6F (48080.890000 sec): 3 clusters
  Score: Raw -4930751.932405 + Penalty 5091.837577 = -4925660.094828
  nChanged 1870
		SP:Iteration 7F (48081.350000 sec): 3 clusters
  Score: Raw -4933876.249677 + Penalty 5091.837577 = -4928784.412100
  nChanged 1703
		SP:Iteration 8F (48081.770000 sec): 3 clusters
  Score: Raw -4936278.366742 + Penalty 5091.837577 = -4931186.529164
  nChanged 1367
		SP:Iteration 9Q (48082.230000 sec): 3 clusters
  Score: Raw -4937455.729777 + Penalty 5091.837577 = -4932363.892200
  nChanged 798
		SP:Iteration 10Q (48082.650000 sec): 3 clusters
  Score: Raw -4937859.776121 + Penalty 5091.837577 = -4932767.938543
  nChanged 416
		SP:Iteration 11Q (48083.070000 sec): 3 clusters
  Score: Raw -4937983.741835 + Penalty 5091.837577 = -4932891.904258
  nChanged 178
		SP:Iteration 12Q (48083.470000 sec): 3 clusters
  Score: Raw -4938018.302024 + Penalty 5091.837577 = -4932926.464447
  nChanged 97
		SP:Iteration 13Q (48083.890000 sec): 3 clusters
  Score: Raw -4938036.749231 + Penalty 5091.837577 = -4932944.911653
  nChanged 66
		SP:Iteration 14Q (48084.350000 sec): 3 clusters
  Score: Raw -4938048.404811 + Penalty 5091.837577 = -4932956.567234
  nChanged 53
		SP:Iteration 15Q (48084.760000 sec): 3 clusters
  Score: Raw -4938055.796413 + Penalty 5091.837577 = -4932963.958836
  nChanged 42
		SP:Iteration 16Q (48085.180000 sec): 3 clusters
  Score: Raw -4938060.203058 + Penalty 5091.837577 = -4932968.365481
  nChanged 19
		SP:Iteration 17Q (48085.600000 sec): 3 clusters
  Score: Raw -4938062.465058 + Penalty 5091.837577 = -4932970.627481
  nChanged 9
		SP:Iteration 18Q (48086.020000 sec): 3 clusters
  Score: Raw -4938063.410584 + Penalty 5091.837577 = -4932971.573007
  nChanged 6
		SP:Iteration 19Q (48086.440000 sec): 3 clusters
  Score: Raw -4938063.950104 + Penalty 5091.837577 = -4932972.112526
  nChanged 6
		SP:Iteration 20F (48086.900000 sec): 3 clusters
  Score: Raw -4938064.366525 + Penalty 5091.837577 = -4932972.528948
  nChanged 5
		SP:Iteration 21Q (48087.320000 sec): 3 clusters
  Score: Raw -4938064.869130 + Penalty 5091.837577 = -4932973.031553
  nChanged 3
		SP:Iteration 22Q (48087.740000 sec): 3 clusters
  Score: Raw -4938065.057925 + Penalty 5091.837577 = -4932973.220347
  nChanged 2
		SP:Iteration 23Q (48088.160000 sec): 3 clusters
  Score: Raw -4938065.148415 + Penalty 5091.837577 = -4932973.310837
  nChanged 1
		SP:Iteration 24Q (48088.580000 sec): 3 clusters
  Score: Raw -4938065.183474 + Penalty 5091.837577 = -4932973.345896
  nChanged 1
		SP:Iteration 25Q (48088.920000 sec): 3 clusters
  Score: Raw -4938065.247617 + Penalty 5091.837577 = -4932973.410040
  nChanged 1
		SP:Iteration 26Q (48089.340000 sec): 3 clusters
  Score: Raw -4938065.307342 + Penalty 5091.837577 = -4932973.469765
  nChanged 1
		SP:Iteration 27Q (48089.760000 sec): 3 clusters
  Score: Raw -4938065.385589 + Penalty 5091.837577 = -4932973.548012
  nChanged 2
		SP:Iteration 28Q (48090.180000 sec): 3 clusters
  Score: Raw -4938065.611148 + Penalty 5091.837577 = -4932973.773571
  nChanged 1
		SP:Iteration 29Q (48090.600000 sec): 3 clusters
  Score: Raw -4938065.686084 + Penalty 5091.837577 = -4932973.848507
  nChanged 0
		SP:Iteration 30F (48091.050000 sec): 3 clusters
  Score: Raw -4938065.686084 + Penalty 5091.837577 = -4932973.848507
  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 3.87 GB.

 Trying to split cluster 10 (552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48091.120000 sec): 2 clusters
  Score: Raw -82094.659542 + Penalty 1565.759915 = -80528.899626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48091.300000 sec): 3 clusters
  Score: Raw -82070.830524 + Penalty 3131.519831 = -78939.310693
  nChanged 111
		SP:Iteration 1F (48091.470000 sec): 3 clusters
  Score: Raw -82276.268447 + Penalty 3131.519831 = -79144.748616
  nChanged 28
		SP:Iteration 2F (48091.650000 sec): 3 clusters
  Score: Raw -82358.622516 + Penalty 3131.519831 = -79227.102685
  nChanged 25
		SP:Iteration 3Q (48091.820000 sec): 3 clusters
  Score: Raw -82446.953270 + Penalty 3131.519831 = -79315.433439
  nChanged 25
		SP:Iteration 4Q (48092.000000 sec): 3 clusters
  Score: Raw -82538.690570 + Penalty 3131.519831 = -79407.170739
  nChanged 30
		SP:Iteration 5F (48092.180000 sec): 3 clusters
  Score: Raw -82668.073451 + Penalty 3131.519831 = -79536.553620
  nChanged 27
		SP:Iteration 6Q (48092.350000 sec): 3 clusters
  Score: Raw -82839.166664 + Penalty 3131.519831 = -79707.646833
  nChanged 25
		SP:Iteration 7Q (48092.450000 sec): 3 clusters
  Score: Raw -82975.863407 + Penalty 3131.519831 = -79844.343576
  nChanged 24
		SP:Iteration 8Q (48092.460000 sec): 3 clusters
  Score: Raw -83092.676995 + Penalty 3131.519831 = -79961.157165
  nChanged 12
		SP:Iteration 9Q (48092.480000 sec): 3 clusters
  Score: Raw -83145.208493 + Penalty 3131.519831 = -80013.688662
  nChanged 7
		SP:Iteration 10Q (48092.500000 sec): 3 clusters
  Score: Raw -83165.318512 + Penalty 3131.519831 = -80033.798681
  nChanged 3
		SP:Iteration 11Q (48092.520000 sec): 3 clusters
  Score: Raw -83172.556448 + Penalty 3131.519831 = -80041.036618
  nChanged 0
		SP:Iteration 12F (48092.540000 sec): 3 clusters
  Score: Raw -83172.556448 + Penalty 3131.519831 = -80041.036618
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48092.580000 sec): 2 clusters
  Score: Raw -93208.571188 + Penalty 1596.958892 = -91611.612296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48092.610000 sec): 3 clusters
  Score: Raw -93352.414194 + Penalty 3193.917784 = -90158.496410
  nChanged 185
		SP:Iteration 1F (48092.630000 sec): 3 clusters
  Score: Raw -94045.025022 + Penalty 3193.917784 = -90851.107238
  nChanged 93
		SP:Iteration 2F (48092.650000 sec): 3 clusters
  Score: Raw -94658.062409 + Penalty 3193.917784 = -91464.144625
  nChanged 57
		SP:Iteration 3F (48092.680000 sec): 3 clusters
  Score: Raw -95460.963385 + Penalty 3193.917784 = -92267.045601
  nChanged 29
		SP:Iteration 4Q (48092.700000 sec): 3 clusters
  Score: Raw -95788.127576 + Penalty 3193.917784 = -92594.209792
  nChanged 14
		SP:Iteration 5Q (48092.720000 sec): 3 clusters
  Score: Raw -96338.055354 + Penalty 3193.917784 = -93144.137570
  nChanged 7
		SP:Iteration 6Q (48092.740000 sec): 3 clusters
  Score: Raw -96391.568126 + Penalty 3193.917784 = -93197.650342
  nChanged 4
		SP:Iteration 7Q (48092.770000 sec): 3 clusters
  Score: Raw -96435.016497 + Penalty 3193.917784 = -93241.098713
  nChanged 3
		SP:Iteration 8Q (48092.790000 sec): 3 clusters
  Score: Raw -96487.733886 + Penalty 3193.917784 = -93293.816102
  nChanged 7
		SP:Iteration 9Q (48092.820000 sec): 3 clusters
  Score: Raw -96640.601081 + Penalty 3193.917784 = -93446.683297
  nChanged 6
		SP:Iteration 10Q (48092.840000 sec): 3 clusters
  Score: Raw -96815.196391 + Penalty 3193.917784 = -93621.278607
  nChanged 1
		SP:Iteration 11Q (48092.860000 sec): 3 clusters
  Score: Raw -96817.504280 + Penalty 3193.917784 = -93623.586496
  nChanged 0
		SP:Iteration 12F (48092.880000 sec): 3 clusters
  Score: Raw -96817.504280 + Penalty 3193.917784 = -93623.586496
  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 3.87 GB.

 Trying to split cluster 12 (1152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48092.940000 sec): 2 clusters
  Score: Raw -189229.566072 + Penalty 1748.215201 = -187481.350872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48092.970000 sec): 3 clusters
  Score: Raw -188971.640326 + Penalty 3496.430401 = -185475.209925
  nChanged 319
		SP:Iteration 1F (48093.000000 sec): 3 clusters
  Score: Raw -189290.682756 + Penalty 3496.430401 = -185794.252355
  nChanged 72
		SP:Iteration 2F (48093.040000 sec): 3 clusters
  Score: Raw -189435.384919 + Penalty 3496.430401 = -185938.954518
  nChanged 42
		SP:Iteration 3Q (48093.070000 sec): 3 clusters
  Score: Raw -189593.588670 + Penalty 3496.430401 = -186097.158268
  nChanged 50
		SP:Iteration 4Q (48093.100000 sec): 3 clusters
  Score: Raw -189713.181643 + Penalty 3496.430401 = -186216.751242
  nChanged 69
		SP:Iteration 5F (48093.130000 sec): 3 clusters
  Score: Raw -189907.029278 + Penalty 3496.430401 = -186410.598877
  nChanged 91
		SP:Iteration 6F (48093.170000 sec): 3 clusters
  Score: Raw -190170.861894 + Penalty 3496.430401 = -186674.431492
  nChanged 95
		SP:Iteration 7F (48093.200000 sec): 3 clusters
  Score: Raw -190516.697213 + Penalty 3496.430401 = -187020.266812
  nChanged 95
		SP:Iteration 8F (48093.230000 sec): 3 clusters
  Score: Raw -190932.184924 + Penalty 3496.430401 = -187435.754523
  nChanged 63
		SP:Iteration 9F (48093.270000 sec): 3 clusters
  Score: Raw -191286.780282 + Penalty 3496.430401 = -187790.349881
  nChanged 45
		SP:Iteration 10Q (48093.300000 sec): 3 clusters
  Score: Raw -191574.993005 + Penalty 3496.430401 = -188078.562604
  nChanged 40
		SP:Iteration 11Q (48093.330000 sec): 3 clusters
  Score: Raw -191873.220694 + Penalty 3496.430401 = -188376.790293
  nChanged 28
		SP:Iteration 12Q (48093.360000 sec): 3 clusters
  Score: Raw -192018.766026 + Penalty 3496.430401 = -188522.335625
  nChanged 11
		SP:Iteration 13Q (48093.390000 sec): 3 clusters
  Score: Raw -192048.402327 + Penalty 3496.430401 = -188551.971926
  nChanged 2
		SP:Iteration 14Q (48093.430000 sec): 3 clusters
  Score: Raw -192053.052597 + Penalty 3496.430401 = -188556.622196
  nChanged 3
		SP:Iteration 15Q (48093.460000 sec): 3 clusters
  Score: Raw -192059.164205 + Penalty 3496.430401 = -188562.733804
  nChanged 1
		SP:Iteration 16Q (48093.490000 sec): 3 clusters
  Score: Raw -192061.444166 + Penalty 3496.430401 = -188565.013765
  nChanged 0
		SP:Iteration 17F (48093.520000 sec): 3 clusters
  Score: Raw -192061.444166 + Penalty 3496.430401 = -188565.013765
  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 3.87 GB.

 Trying to split cluster 13 (570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48093.570000 sec): 2 clusters
  Score: Raw -91682.970511 + Penalty 1573.717817 = -90109.252694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48093.600000 sec): 3 clusters
  Score: Raw -91696.872740 + Penalty 3147.435635 = -88549.437105
  nChanged 111
		SP:Iteration 1F (48093.620000 sec): 3 clusters
  Score: Raw -91948.477861 + Penalty 3147.435635 = -88801.042226
  nChanged 30
		SP:Iteration 2F (48093.650000 sec): 3 clusters
  Score: Raw -92095.272512 + Penalty 3147.435635 = -88947.836877
  nChanged 10
		SP:Iteration 3Q (48093.670000 sec): 3 clusters
  Score: Raw -92140.914537 + Penalty 3147.435635 = -88993.478902
  nChanged 15
		SP:Iteration 4Q (48093.690000 sec): 3 clusters
  Score: Raw -92175.164579 + Penalty 3147.435635 = -89027.728944
  nChanged 7
		SP:Iteration 5Q (48093.710000 sec): 3 clusters
  Score: Raw -92190.847285 + Penalty 3147.435635 = -89043.411650
  nChanged 3
		SP:Iteration 6Q (48093.740000 sec): 3 clusters
  Score: Raw -92197.863294 + Penalty 3147.435635 = -89050.427659
  nChanged 3
		SP:Iteration 7Q (48093.760000 sec): 3 clusters
  Score: Raw -92204.849433 + Penalty 3147.435635 = -89057.413798
  nChanged 3
		SP:Iteration 8Q (48093.780000 sec): 3 clusters
  Score: Raw -92209.487671 + Penalty 3147.435635 = -89062.052036
  nChanged 0
		SP:Iteration 9F (48093.810000 sec): 3 clusters
  Score: Raw -92209.487671 + Penalty 3147.435635 = -89062.052036
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48093.850000 sec): 2 clusters
  Score: Raw -97183.470449 + Penalty 1646.039992 = -95537.430457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48093.870000 sec): 3 clusters
  Score: Raw -97475.352904 + Penalty 3292.079984 = -94183.272921
  nChanged 242
		SP:Iteration 1F (48093.900000 sec): 3 clusters
  Score: Raw -99316.395047 + Penalty 3292.079984 = -96024.315064
  nChanged 121
		SP:Iteration 2F (48093.920000 sec): 3 clusters
  Score: Raw -100340.363535 + Penalty 3292.079984 = -97048.283552
  nChanged 36
		SP:Iteration 3Q (48093.950000 sec): 3 clusters
  Score: Raw -100540.321740 + Penalty 3292.079984 = -97248.241757
  nChanged 11
		SP:Iteration 4Q (48093.970000 sec): 3 clusters
  Score: Raw -100977.661937 + Penalty 3292.079984 = -97685.581954
  nChanged 19
		SP:Iteration 5Q (48093.990000 sec): 3 clusters
  Score: Raw -101070.435736 + Penalty 3292.079984 = -97778.355753
  nChanged 12
		SP:Iteration 6Q (48094.020000 sec): 3 clusters
  Score: Raw -101112.940922 + Penalty 3292.079984 = -97820.860938
  nChanged 7
		SP:Iteration 7Q (48094.040000 sec): 3 clusters
  Score: Raw -101137.216658 + Penalty 3292.079984 = -97845.136674
  nChanged 6
		SP:Iteration 8Q (48094.060000 sec): 3 clusters
  Score: Raw -101155.083074 + Penalty 3292.079984 = -97863.003090
  nChanged 5
		SP:Iteration 9Q (48094.090000 sec): 3 clusters
  Score: Raw -101170.485292 + Penalty 3292.079984 = -97878.405308
  nChanged 6
		SP:Iteration 10Q (48094.110000 sec): 3 clusters
  Score: Raw -101194.006031 + Penalty 3292.079984 = -97901.926048
  nChanged 6
		SP:Iteration 11Q (48094.130000 sec): 3 clusters
  Score: Raw -101214.825272 + Penalty 3292.079984 = -97922.745288
  nChanged 6
		SP:Iteration 12Q (48094.160000 sec): 3 clusters
  Score: Raw -101231.963778 + Penalty 3292.079984 = -97939.883795
  nChanged 7
		SP:Iteration 13Q (48094.180000 sec): 3 clusters
  Score: Raw -101249.572734 + Penalty 3292.079984 = -97957.492750
  nChanged 3
		SP:Iteration 14Q (48094.210000 sec): 3 clusters
  Score: Raw -101255.551516 + Penalty 3292.079984 = -97963.471533
  nChanged 5
		SP:Iteration 15Q (48094.230000 sec): 3 clusters
  Score: Raw -101268.364530 + Penalty 3292.079984 = -97976.284546
  nChanged 6
		SP:Iteration 16Q (48094.250000 sec): 3 clusters
  Score: Raw -101286.504788 + Penalty 3292.079984 = -97994.424805
  nChanged 4
		SP:Iteration 17Q (48094.270000 sec): 3 clusters
  Score: Raw -101321.052369 + Penalty 3292.079984 = -98028.972386
  nChanged 5
		SP:Iteration 18Q (48094.300000 sec): 3 clusters
  Score: Raw -101336.942259 + Penalty 3292.079984 = -98044.862276
  nChanged 8
		SP:Iteration 19Q (48094.320000 sec): 3 clusters
  Score: Raw -101363.250134 + Penalty 3292.079984 = -98071.170151
  nChanged 8
		SP:Iteration 20F (48094.350000 sec): 3 clusters
  Score: Raw -101416.981117 + Penalty 3292.079984 = -98124.901134
  nChanged 17
		SP:Iteration 21Q (48094.370000 sec): 3 clusters
  Score: Raw -101725.099190 + Penalty 3292.079984 = -98433.019206
  nChanged 8
		SP:Iteration 22Q (48094.390000 sec): 3 clusters
  Score: Raw -102200.659952 + Penalty 3292.079984 = -98908.579969
  nChanged 3
		SP:Iteration 23Q (48094.410000 sec): 3 clusters
  Score: Raw -102220.777852 + Penalty 3292.079984 = -98928.697868
  nChanged 3
		SP:Iteration 24Q (48094.440000 sec): 3 clusters
  Score: Raw -102237.692488 + Penalty 3292.079984 = -98945.612505
  nChanged 2
		SP:Iteration 25Q (48094.460000 sec): 3 clusters
  Score: Raw -102250.016049 + Penalty 3292.079984 = -98957.936065
  nChanged 3
		SP:Iteration 26Q (48094.490000 sec): 3 clusters
  Score: Raw -102255.253989 + Penalty 3292.079984 = -98963.174005
  nChanged 1
		SP:Iteration 27Q (48094.510000 sec): 3 clusters
  Score: Raw -102258.005236 + Penalty 3292.079984 = -98965.925252
  nChanged 1
		SP:Iteration 28Q (48094.530000 sec): 3 clusters
  Score: Raw -102258.911332 + Penalty 3292.079984 = -98966.831349
  nChanged 0
		SP:Iteration 29F (48094.560000 sec): 3 clusters
  Score: Raw -102272.826716 + Penalty 3292.079984 = -98980.746733
  nChanged 4
		SP:Iteration 30Q (48094.580000 sec): 3 clusters
  Score: Raw -102303.388652 + Penalty 3292.079984 = -99011.308668
  nChanged 2
		SP:Iteration 31Q (48094.600000 sec): 3 clusters
  Score: Raw -102310.063951 + Penalty 3292.079984 = -99017.983967
  nChanged 2
		SP:Iteration 32Q (48094.630000 sec): 3 clusters
  Score: Raw -102325.073383 + Penalty 3292.079984 = -99032.993400
  nChanged 1
		SP:Iteration 33Q (48094.650000 sec): 3 clusters
  Score: Raw -102332.085396 + Penalty 3292.079984 = -99040.005413
  nChanged 0
		SP:Iteration 34F (48094.670000 sec): 3 clusters
  Score: Raw -102334.588636 + Penalty 3292.079984 = -99042.508652
  nChanged 1
		SP:Iteration 35Q (48094.700000 sec): 3 clusters
  Score: Raw -102361.143162 + Penalty 3292.079984 = -99069.063179
  nChanged 3
		SP:Iteration 36Q (48094.720000 sec): 3 clusters
  Score: Raw -102374.093904 + Penalty 3292.079984 = -99082.013921
  nChanged 2
		SP:Iteration 37Q (48094.750000 sec): 3 clusters
  Score: Raw -102395.012943 + Penalty 3292.079984 = -99102.932959
  nChanged 0
		SP:Iteration 38F (48094.770000 sec): 3 clusters
  Score: Raw -102395.453853 + Penalty 3292.079984 = -99103.373869
  nChanged 1
		SP:Iteration 39Q (48094.790000 sec): 3 clusters
  Score: Raw -102439.339062 + Penalty 3292.079984 = -99147.259079
  nChanged 7
		SP:Iteration 40F (48094.810000 sec): 3 clusters
  Score: Raw -102570.489370 + Penalty 3292.079984 = -99278.409387
  nChanged 5
		SP:Iteration 41Q (48094.840000 sec): 3 clusters
  Score: Raw -102610.143434 + Penalty 3292.079984 = -99318.063451
  nChanged 2
		SP:Iteration 42Q (48094.860000 sec): 3 clusters
  Score: Raw -102616.541297 + Penalty 3292.079984 = -99324.461314
  nChanged 2
		SP:Iteration 43Q (48094.890000 sec): 3 clusters
  Score: Raw -102686.179127 + Penalty 3292.079984 = -99394.099144
  nChanged 2
		SP:Iteration 44Q (48094.910000 sec): 3 clusters
  Score: Raw -102758.895908 + Penalty 3292.079984 = -99466.815925
  nChanged 3
		SP:Iteration 45Q (48094.930000 sec): 3 clusters
  Score: Raw -102844.485940 + Penalty 3292.079984 = -99552.405956
  nChanged 3
		SP:Iteration 46Q (48094.960000 sec): 3 clusters
  Score: Raw -102945.446973 + Penalty 3292.079984 = -99653.366989
  nChanged 3
		SP:Iteration 47Q (48094.980000 sec): 3 clusters
  Score: Raw -103058.953822 + Penalty 3292.079984 = -99766.873839
  nChanged 1
		SP:Iteration 48Q (48095.000000 sec): 3 clusters
  Score: Raw -103070.427600 + Penalty 3292.079984 = -99778.347616
  nChanged 0
		SP:Iteration 49F (48095.030000 sec): 3 clusters
  Score: Raw -103070.427600 + Penalty 3292.079984 = -99778.347616
  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 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48095.080000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48095.100000 sec): 3 clusters
  Score: Raw -88272.445847 + Penalty 3127.006606 = -85145.439241
  nChanged 98
		SP:Iteration 1F (48095.130000 sec): 3 clusters
  Score: Raw -88509.876683 + Penalty 3127.006606 = -85382.870077
  nChanged 33
		SP:Iteration 2F (48095.150000 sec): 3 clusters
  Score: Raw -88972.107399 + Penalty 3127.006606 = -85845.100793
  nChanged 44
		SP:Iteration 3F (48095.170000 sec): 3 clusters
  Score: Raw -89282.064137 + Penalty 3127.006606 = -86155.057531
  nChanged 42
		SP:Iteration 4F (48095.190000 sec): 3 clusters
  Score: Raw -89396.529958 + Penalty 3127.006606 = -86269.523352
  nChanged 29
		SP:Iteration 5F (48095.220000 sec): 3 clusters
  Score: Raw -89484.303637 + Penalty 3127.006606 = -86357.297031
  nChanged 25
		SP:Iteration 6Q (48095.240000 sec): 3 clusters
  Score: Raw -89565.308478 + Penalty 3127.006606 = -86438.301872
  nChanged 10
		SP:Iteration 7Q (48095.260000 sec): 3 clusters
  Score: Raw -89603.013418 + Penalty 3127.006606 = -86476.006812
  nChanged 7
		SP:Iteration 8Q (48095.400000 sec): 3 clusters
  Score: Raw -89626.280708 + Penalty 3127.006606 = -86499.274102
  nChanged 1
		SP:Iteration 9Q (48095.580000 sec): 3 clusters
  Score: Raw -89631.912499 + Penalty 3127.006606 = -86504.905893
  nChanged 1
		SP:Iteration 10Q (48095.750000 sec): 3 clusters
  Score: Raw -89634.104682 + Penalty 3127.006606 = -86507.098076
  nChanged 1
		SP:Iteration 11Q (48095.930000 sec): 3 clusters
  Score: Raw -89636.481873 + Penalty 3127.006606 = -86509.475267
  nChanged 1
		SP:Iteration 12Q (48096.110000 sec): 3 clusters
  Score: Raw -89640.533827 + Penalty 3127.006606 = -86513.527221
  nChanged 1
		SP:Iteration 13Q (48096.280000 sec): 3 clusters
  Score: Raw -89642.443150 + Penalty 3127.006606 = -86515.436544
  nChanged 0
		SP:Iteration 14F (48096.460000 sec): 3 clusters
  Score: Raw -89642.443150 + Penalty 3127.006606 = -86515.436544
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48096.550000 sec): 2 clusters
  Score: Raw -85859.412869 + Penalty 1560.767981 = -84298.644888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48096.720000 sec): 3 clusters
  Score: Raw -85898.971337 + Penalty 3121.535962 = -82777.435375
  nChanged 112
		SP:Iteration 1F (48096.900000 sec): 3 clusters
  Score: Raw -86181.695379 + Penalty 3121.535962 = -83060.159417
  nChanged 34
		SP:Iteration 2F (48097.070000 sec): 3 clusters
  Score: Raw -86366.675209 + Penalty 3121.535962 = -83245.139246
  nChanged 25
		SP:Iteration 3Q (48097.250000 sec): 3 clusters
  Score: Raw -86790.595877 + Penalty 3121.535962 = -83669.059914
  nChanged 30
		SP:Iteration 4F (48097.430000 sec): 3 clusters
  Score: Raw -86966.414205 + Penalty 3121.535962 = -83844.878242
  nChanged 24
		SP:Iteration 5Q (48097.600000 sec): 3 clusters
  Score: Raw -87083.450843 + Penalty 3121.535962 = -83961.914881
  nChanged 20
		SP:Iteration 6Q (48097.770000 sec): 3 clusters
  Score: Raw -87182.043851 + Penalty 3121.535962 = -84060.507889
  nChanged 16
		SP:Iteration 7Q (48097.950000 sec): 3 clusters
  Score: Raw -87286.584438 + Penalty 3121.535962 = -84165.048475
  nChanged 22
		SP:Iteration 8Q (48098.130000 sec): 3 clusters
  Score: Raw -87444.325590 + Penalty 3121.535962 = -84322.789628
  nChanged 17
		SP:Iteration 9Q (48098.290000 sec): 3 clusters
  Score: Raw -87517.027857 + Penalty 3121.535962 = -84395.491894
  nChanged 8
		SP:Iteration 10Q (48098.460000 sec): 3 clusters
  Score: Raw -87557.650914 + Penalty 3121.535962 = -84436.114951
  nChanged 8
		SP:Iteration 11Q (48098.640000 sec): 3 clusters
  Score: Raw -87592.889523 + Penalty 3121.535962 = -84471.353560
  nChanged 4
		SP:Iteration 12Q (48098.810000 sec): 3 clusters
  Score: Raw -87614.235381 + Penalty 3121.535962 = -84492.699418
  nChanged 7
		SP:Iteration 13Q (48098.990000 sec): 3 clusters
  Score: Raw -87679.622750 + Penalty 3121.535962 = -84558.086788
  nChanged 5
		SP:Iteration 14Q (48099.170000 sec): 3 clusters
  Score: Raw -87720.594464 + Penalty 3121.535962 = -84599.058501
  nChanged 5
		SP:Iteration 15Q (48099.340000 sec): 3 clusters
  Score: Raw -87769.863529 + Penalty 3121.535962 = -84648.327567
  nChanged 5
		SP:Iteration 16Q (48099.510000 sec): 3 clusters
  Score: Raw -87783.514488 + Penalty 3121.535962 = -84661.978526
  nChanged 4
		SP:Iteration 17Q (48099.690000 sec): 3 clusters
  Score: Raw -87798.931875 + Penalty 3121.535962 = -84677.395913
  nChanged 10
		SP:Iteration 18Q (48099.870000 sec): 3 clusters
  Score: Raw -87837.500205 + Penalty 3121.535962 = -84715.964242
  nChanged 11
		SP:Iteration 19Q (48100.040000 sec): 3 clusters
  Score: Raw -87899.051602 + Penalty 3121.535962 = -84777.515640
  nChanged 7
		SP:Iteration 20F (48100.220000 sec): 3 clusters
  Score: Raw -87958.039704 + Penalty 3121.535962 = -84836.503742
  nChanged 4
		SP:Iteration 21Q (48100.390000 sec): 3 clusters
  Score: Raw -88007.705120 + Penalty 3121.535962 = -84886.169158
  nChanged 0
		SP:Iteration 22F (48100.570000 sec): 3 clusters
  Score: Raw -88007.705120 + Penalty 3121.535962 = -84886.169158
  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 3.87 GB.

 Trying to split cluster 17 (385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48100.660000 sec): 2 clusters
  Score: Raw -47994.749170 + Penalty 1476.404347 = -46518.344823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48100.820000 sec): 3 clusters
  Score: Raw -48142.418002 + Penalty 2952.808694 = -45189.609308
  nChanged 70
		SP:Iteration 1F (48100.980000 sec): 3 clusters
  Score: Raw -48451.955075 + Penalty 2952.808694 = -45499.146381
  nChanged 32
		SP:Iteration 2F (48101.140000 sec): 3 clusters
  Score: Raw -48729.959057 + Penalty 2952.808694 = -45777.150363
  nChanged 33
		SP:Iteration 3F (48101.320000 sec): 3 clusters
  Score: Raw -48966.865899 + Penalty 2952.808694 = -46014.057206
  nChanged 19
		SP:Iteration 4Q (48101.490000 sec): 3 clusters
  Score: Raw -49103.553851 + Penalty 2952.808694 = -46150.745157
  nChanged 16
		SP:Iteration 5Q (48101.670000 sec): 3 clusters
  Score: Raw -49172.115217 + Penalty 2952.808694 = -46219.306523
  nChanged 8
		SP:Iteration 6Q (48101.850000 sec): 3 clusters
  Score: Raw -49246.300108 + Penalty 2952.808694 = -46293.491414
  nChanged 8
		SP:Iteration 7Q (48101.850000 sec): 3 clusters
  Score: Raw -49328.838847 + Penalty 2952.808694 = -46376.030154
  nChanged 7
		SP:Iteration 8Q (48101.870000 sec): 3 clusters
  Score: Raw -49370.659810 + Penalty 2952.808694 = -46417.851116
  nChanged 2
		SP:Iteration 9Q (48101.880000 sec): 3 clusters
  Score: Raw -49403.039451 + Penalty 2952.808694 = -46450.230758
  nChanged 1
		SP:Iteration 10Q (48101.890000 sec): 3 clusters
  Score: Raw -49423.159397 + Penalty 2952.808694 = -46470.350703
  nChanged 2
		SP:Iteration 11Q (48101.900000 sec): 3 clusters
  Score: Raw -49428.130877 + Penalty 2952.808694 = -46475.322184
  nChanged 1
		SP:Iteration 12Q (48101.910000 sec): 3 clusters
  Score: Raw -49437.524763 + Penalty 2952.808694 = -46484.716069
  nChanged 1
		SP:Iteration 13Q (48101.930000 sec): 3 clusters
  Score: Raw -49468.564978 + Penalty 2952.808694 = -46515.756285
  nChanged 0
		SP:Iteration 14F (48101.950000 sec): 3 clusters
  Score: Raw -49468.564978 + Penalty 2952.808694 = -46515.756285
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 18 (1527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48102.000000 sec): 2 clusters
  Score: Raw -281383.676250 + Penalty 1818.102956 = -279565.573294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48102.160000 sec): 3 clusters
  Score: Raw -280941.980673 + Penalty 3636.205911 = -277305.774762
  nChanged 483
		SP:Iteration 1F (48102.330000 sec): 3 clusters
  Score: Raw -281367.366112 + Penalty 3636.205911 = -277731.160201
  nChanged 124
		SP:Iteration 2F (48102.510000 sec): 3 clusters
  Score: Raw -281517.897163 + Penalty 3636.205911 = -277881.691251
  nChanged 77
		SP:Iteration 3F (48102.690000 sec): 3 clusters
  Score: Raw -281596.860288 + Penalty 3636.205911 = -277960.654376
  nChanged 49
		SP:Iteration 4Q (48102.860000 sec): 3 clusters
  Score: Raw -281645.390557 + Penalty 3636.205911 = -278009.184646
  nChanged 47
		SP:Iteration 5Q (48103.040000 sec): 3 clusters
  Score: Raw -281698.958099 + Penalty 3636.205911 = -278062.752188
  nChanged 41
		SP:Iteration 6Q (48103.210000 sec): 3 clusters
  Score: Raw -281745.694770 + Penalty 3636.205911 = -278109.488859
  nChanged 27
		SP:Iteration 7Q (48103.390000 sec): 3 clusters
  Score: Raw -281776.333462 + Penalty 3636.205911 = -278140.127551
  nChanged 17
		SP:Iteration 8Q (48103.570000 sec): 3 clusters
  Score: Raw -281793.587842 + Penalty 3636.205911 = -278157.381931
  nChanged 11
		SP:Iteration 9Q (48103.740000 sec): 3 clusters
  Score: Raw -281803.937646 + Penalty 3636.205911 = -278167.731735
  nChanged 10
		SP:Iteration 10Q (48103.920000 sec): 3 clusters
  Score: Raw -281812.114961 + Penalty 3636.205911 = -278175.909050
  nChanged 5
		SP:Iteration 11Q (48104.090000 sec): 3 clusters
  Score: Raw -281816.566092 + Penalty 3636.205911 = -278180.360181
  nChanged 1
		SP:Iteration 12Q (48104.270000 sec): 3 clusters
  Score: Raw -281817.068072 + Penalty 3636.205911 = -278180.862161
  nChanged 0
		SP:Iteration 13F (48104.450000 sec): 3 clusters
  Score: Raw -281817.068072 + Penalty 3636.205911 = -278180.862161
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (17181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48104.640000 sec): 2 clusters
  Score: Raw -3162820.249625 + Penalty 2418.386731 = -3160401.862894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48104.930000 sec): 3 clusters
  Score: Raw -3152924.716143 + Penalty 4836.773463 = -3148087.942680
  nChanged 7522
		SP:Iteration 1F (48105.260000 sec): 3 clusters
  Score: Raw -3156979.492189 + Penalty 4836.773463 = -3152142.718726
  nChanged 1104
		SP:Iteration 2F (48105.640000 sec): 3 clusters
  Score: Raw -3157655.252556 + Penalty 4836.773463 = -3152818.479093
  nChanged 1133
		SP:Iteration 3F (48105.930000 sec): 3 clusters
  Score: Raw -3158517.456595 + Penalty 4836.773463 = -3153680.683132
  nChanged 1174
		SP:Iteration 4F (48106.210000 sec): 3 clusters
  Score: Raw -3159492.776613 + Penalty 4836.773463 = -3154656.003150
  nChanged 1254
		SP:Iteration 5F (48106.550000 sec): 3 clusters
  Score: Raw -3160544.690902 + Penalty 4836.773463 = -3155707.917439
  nChanged 1110
		SP:Iteration 6F (48106.880000 sec): 3 clusters
  Score: Raw -3161295.876921 + Penalty 4836.773463 = -3156459.103458
  nChanged 893
		SP:Iteration 7F (48107.170000 sec): 3 clusters
  Score: Raw -3161767.755181 + Penalty 4836.773463 = -3156930.981718
  nChanged 691
		SP:Iteration 8Q (48107.460000 sec): 3 clusters
  Score: Raw -3162076.365274 + Penalty 4836.773463 = -3157239.591811
  nChanged 531
		SP:Iteration 9Q (48107.800000 sec): 3 clusters
  Score: Raw -3162258.227893 + Penalty 4836.773463 = -3157421.454430
  nChanged 373
		SP:Iteration 10Q (48108.090000 sec): 3 clusters
  Score: Raw -3162366.769515 + Penalty 4836.773463 = -3157529.996052
  nChanged 287
		SP:Iteration 11Q (48108.470000 sec): 3 clusters
  Score: Raw -3162435.855971 + Penalty 4836.773463 = -3157599.082508
  nChanged 233
		SP:Iteration 12Q (48108.840000 sec): 3 clusters
  Score: Raw -3162487.512356 + Penalty 4836.773463 = -3157650.738893
  nChanged 201
		SP:Iteration 13Q (48109.170000 sec): 3 clusters
  Score: Raw -3162530.858434 + Penalty 4836.773463 = -3157694.084971
  nChanged 205
		SP:Iteration 14Q (48109.450000 sec): 3 clusters
  Score: Raw -3162575.762972 + Penalty 4836.773463 = -3157738.989510
  nChanged 207
		SP:Iteration 15Q (48109.770000 sec): 3 clusters
  Score: Raw -3162620.544493 + Penalty 4836.773463 = -3157783.771030
  nChanged 189
		SP:Iteration 16Q (48110.090000 sec): 3 clusters
  Score: Raw -3162659.538450 + Penalty 4836.773463 = -3157822.764987
  nChanged 162
		SP:Iteration 17Q (48110.410000 sec): 3 clusters
  Score: Raw -3162692.078363 + Penalty 4836.773463 = -3157855.304900
  nChanged 155
		SP:Iteration 18Q (48110.730000 sec): 3 clusters
  Score: Raw -3162726.329776 + Penalty 4836.773463 = -3157889.556314
  nChanged 153
		SP:Iteration 19Q (48111.060000 sec): 3 clusters
  Score: Raw -3162761.232365 + Penalty 4836.773463 = -3157924.458902
  nChanged 178
		SP:Iteration 20F (48111.330000 sec): 3 clusters
  Score: Raw -3162803.394254 + Penalty 4836.773463 = -3157966.620791
  nChanged 184
		SP:Iteration 21Q (48111.640000 sec): 3 clusters
  Score: Raw -3162849.826360 + Penalty 4836.773463 = -3158013.052897
  nChanged 176
		SP:Iteration 22Q (48112.000000 sec): 3 clusters
  Score: Raw -3162891.666752 + Penalty 4836.773463 = -3158054.893289
  nChanged 178
		SP:Iteration 23Q (48112.320000 sec): 3 clusters
  Score: Raw -3162938.567509 + Penalty 4836.773463 = -3158101.794046
  nChanged 184
		SP:Iteration 24Q (48112.640000 sec): 3 clusters
  Score: Raw -3162989.311909 + Penalty 4836.773463 = -3158152.538446
  nChanged 191
		SP:Iteration 25Q (48112.960000 sec): 3 clusters
  Score: Raw -3163043.371726 + Penalty 4836.773463 = -3158206.598263
  nChanged 187
		SP:Iteration 26Q (48113.290000 sec): 3 clusters
  Score: Raw -3163095.136610 + Penalty 4836.773463 = -3158258.363148
  nChanged 178
		SP:Iteration 27Q (48113.610000 sec): 3 clusters
  Score: Raw -3163146.609204 + Penalty 4836.773463 = -3158309.835741
  nChanged 180
		SP:Iteration 28Q (48113.930000 sec): 3 clusters
  Score: Raw -3163204.042966 + Penalty 4836.773463 = -3158367.269503
  nChanged 167
		SP:Iteration 29Q (48114.230000 sec): 3 clusters
  Score: Raw -3163263.471982 + Penalty 4836.773463 = -3158426.698519
  nChanged 162
		SP:Iteration 30Q (48114.530000 sec): 3 clusters
  Score: Raw -3163319.815024 + Penalty 4836.773463 = -3158483.041561
  nChanged 172
		SP:Iteration 31Q (48114.790000 sec): 3 clusters
  Score: Raw -3163377.825026 + Penalty 4836.773463 = -3158541.051563
  nChanged 160
		SP:Iteration 32Q (48115.100000 sec): 3 clusters
  Score: Raw -3163430.991964 + Penalty 4836.773463 = -3158594.218501
  nChanged 153
		SP:Iteration 33Q (48115.360000 sec): 3 clusters
  Score: Raw -3163484.575954 + Penalty 4836.773463 = -3158647.802491
  nChanged 145
		SP:Iteration 34Q (48115.670000 sec): 3 clusters
  Score: Raw -3163534.213439 + Penalty 4836.773463 = -3158697.439976
  nChanged 134
		SP:Iteration 35Q (48115.950000 sec): 3 clusters
  Score: Raw -3163578.379602 + Penalty 4836.773463 = -3158741.606139
  nChanged 127
		SP:Iteration 36Q (48116.280000 sec): 3 clusters
  Score: Raw -3163616.221788 + Penalty 4836.773463 = -3158779.448325
  nChanged 124
		SP:Iteration 37Q (48116.580000 sec): 3 clusters
  Score: Raw -3163648.091363 + Penalty 4836.773463 = -3158811.317900
  nChanged 117
		SP:Iteration 38Q (48116.820000 sec): 3 clusters
  Score: Raw -3163678.007949 + Penalty 4836.773463 = -3158841.234486
  nChanged 119
		SP:Iteration 39Q (48117.100000 sec): 3 clusters
  Score: Raw -3163712.372674 + Penalty 4836.773463 = -3158875.599211
  nChanged 130
		SP:Iteration 40F (48117.430000 sec): 3 clusters
  Score: Raw -3163749.045459 + Penalty 4836.773463 = -3158912.271997
  nChanged 121
		SP:Iteration 41Q (48117.710000 sec): 3 clusters
  Score: Raw -3163782.896447 + Penalty 4836.773463 = -3158946.122984
  nChanged 111
		SP:Iteration 42Q (48118.030000 sec): 3 clusters
  Score: Raw -3163816.797728 + Penalty 4836.773463 = -3158980.024265
  nChanged 112
		SP:Iteration 43Q (48118.320000 sec): 3 clusters
  Score: Raw -3163848.859140 + Penalty 4836.773463 = -3159012.085677
  nChanged 104
		SP:Iteration 44Q (48118.600000 sec): 3 clusters
  Score: Raw -3163884.282438 + Penalty 4836.773463 = -3159047.508975
  nChanged 112
		SP:Iteration 45Q (48118.930000 sec): 3 clusters
  Score: Raw -3163922.151886 + Penalty 4836.773463 = -3159085.378423
  nChanged 104
		SP:Iteration 46Q (48119.210000 sec): 3 clusters
  Score: Raw -3163952.770556 + Penalty 4836.773463 = -3159115.997093
  nChanged 106
		SP:Iteration 47Q (48119.530000 sec): 3 clusters
  Score: Raw -3163989.812886 + Penalty 4836.773463 = -3159153.039423
  nChanged 109
		SP:Iteration 48Q (48119.820000 sec): 3 clusters
  Score: Raw -3164024.685903 + Penalty 4836.773463 = -3159187.912440
  nChanged 95
		SP:Iteration 49Q (48120.140000 sec): 3 clusters
  Score: Raw -3164054.993331 + Penalty 4836.773463 = -3159218.219868
  nChanged 93
		SP:Iteration 50Q (48120.430000 sec): 3 clusters
  Score: Raw -3164083.495141 + Penalty 4836.773463 = -3159246.721678
  nChanged 87
		SP:Iteration 51Q (48120.750000 sec): 3 clusters
  Score: Raw -3164111.969210 + Penalty 4836.773463 = -3159275.195747
  nChanged 91
		SP:Iteration 52Q (48121.030000 sec): 3 clusters
  Score: Raw -3164142.706187 + Penalty 4836.773463 = -3159305.932725
  nChanged 100
		SP:Iteration 53Q (48121.360000 sec): 3 clusters
  Score: Raw -3164177.669521 + Penalty 4836.773463 = -3159340.896058
  nChanged 83
		SP:Iteration 54Q (48121.640000 sec): 3 clusters
  Score: Raw -3164207.424069 + Penalty 4836.773463 = -3159370.650606
  nChanged 88
		SP:Iteration 55Q (48121.950000 sec): 3 clusters
  Score: Raw -3164235.353719 + Penalty 4836.773463 = -3159398.580256
  nChanged 67
		SP:Iteration 56Q (48122.230000 sec): 3 clusters
  Score: Raw -3164259.112029 + Penalty 4836.773463 = -3159422.338566
  nChanged 69
		SP:Iteration 57Q (48122.570000 sec): 3 clusters
  Score: Raw -3164282.640566 + Penalty 4836.773463 = -3159445.867103
  nChanged 55
		SP:Iteration 58Q (48122.860000 sec): 3 clusters
  Score: Raw -3164300.839961 + Penalty 4836.773463 = -3159464.066498
  nChanged 49
		SP:Iteration 59Q (48123.150000 sec): 3 clusters
  Score: Raw -3164319.622441 + Penalty 4836.773463 = -3159482.848978
  nChanged 52
		SP:Iteration 60F (48123.530000 sec): 3 clusters
  Score: Raw -3164341.857025 + Penalty 4836.773463 = -3159505.083562
  nChanged 71
		SP:Iteration 61Q (48123.780000 sec): 3 clusters
  Score: Raw -3164368.649444 + Penalty 4836.773463 = -3159531.875981
  nChanged 55
		SP:Iteration 62Q (48124.070000 sec): 3 clusters
  Score: Raw -3164391.561521 + Penalty 4836.773463 = -3159554.788058
  nChanged 45
		SP:Iteration 63Q (48124.370000 sec): 3 clusters
  Score: Raw -3164409.813428 + Penalty 4836.773463 = -3159573.039965
  nChanged 43
		SP:Iteration 64Q (48124.660000 sec): 3 clusters
  Score: Raw -3164424.984781 + Penalty 4836.773463 = -3159588.211318
  nChanged 53
		SP:Iteration 65Q (48124.950000 sec): 3 clusters
  Score: Raw -3164446.252373 + Penalty 4836.773463 = -3159609.478911
  nChanged 47
		SP:Iteration 66Q (48125.230000 sec): 3 clusters
  Score: Raw -3164465.473356 + Penalty 4836.773463 = -3159628.699894
  nChanged 43
		SP:Iteration 67Q (48125.520000 sec): 3 clusters
  Score: Raw -3164482.774205 + Penalty 4836.773463 = -3159646.000742
  nChanged 40
		SP:Iteration 68Q (48125.820000 sec): 3 clusters
  Score: Raw -3164500.694850 + Penalty 4836.773463 = -3159663.921387
  nChanged 53
		SP:Iteration 69Q (48126.100000 sec): 3 clusters
  Score: Raw -3164522.468703 + Penalty 4836.773463 = -3159685.695240
  nChanged 42
		SP:Iteration 70Q (48126.390000 sec): 3 clusters
  Score: Raw -3164540.074141 + Penalty 4836.773463 = -3159703.300678
  nChanged 35
		SP:Iteration 71Q (48126.690000 sec): 3 clusters
  Score: Raw -3164559.643451 + Penalty 4836.773463 = -3159722.869988
  nChanged 39
		SP:Iteration 72Q (48126.970000 sec): 3 clusters
  Score: Raw -3164576.981227 + Penalty 4836.773463 = -3159740.207764
  nChanged 38
		SP:Iteration 73Q (48127.260000 sec): 3 clusters
  Score: Raw -3164593.012358 + Penalty 4836.773463 = -3159756.238895
  nChanged 22
		SP:Iteration 74Q (48127.540000 sec): 3 clusters
  Score: Raw -3164602.646427 + Penalty 4836.773463 = -3159765.872964
  nChanged 36
		SP:Iteration 75Q (48127.840000 sec): 3 clusters
  Score: Raw -3164620.433812 + Penalty 4836.773463 = -3159783.660349
  nChanged 25
		SP:Iteration 76Q (48128.080000 sec): 3 clusters
  Score: Raw -3164633.642528 + Penalty 4836.773463 = -3159796.869066
  nChanged 27
		SP:Iteration 77Q (48128.330000 sec): 3 clusters
  Score: Raw -3164646.834090 + Penalty 4836.773463 = -3159810.060627
  nChanged 19
		SP:Iteration 78Q (48128.580000 sec): 3 clusters
  Score: Raw -3164653.770575 + Penalty 4836.773463 = -3159816.997112
  nChanged 17
		SP:Iteration 79Q (48128.870000 sec): 3 clusters
  Score: Raw -3164660.564331 + Penalty 4836.773463 = -3159823.790868
  nChanged 12
		SP:Iteration 80F (48129.160000 sec): 3 clusters
  Score: Raw -3164664.953350 + Penalty 4836.773463 = -3159828.179887
  nChanged 13
		SP:Iteration 81Q (48129.450000 sec): 3 clusters
  Score: Raw -3164668.772433 + Penalty 4836.773463 = -3159831.998970
  nChanged 12
		SP:Iteration 82Q (48129.740000 sec): 3 clusters
  Score: Raw -3164672.282054 + Penalty 4836.773463 = -3159835.508592
  nChanged 8
		SP:Iteration 83Q (48130.020000 sec): 3 clusters
  Score: Raw -3164674.679393 + Penalty 4836.773463 = -3159837.905930
  nChanged 7
		SP:Iteration 84Q (48130.310000 sec): 3 clusters
  Score: Raw -3164676.359002 + Penalty 4836.773463 = -3159839.585539
  nChanged 6
		SP:Iteration 85Q (48130.600000 sec): 3 clusters
  Score: Raw -3164679.076389 + Penalty 4836.773463 = -3159842.302926
  nChanged 10
		SP:Iteration 86Q (48130.870000 sec): 3 clusters
  Score: Raw -3164684.334255 + Penalty 4836.773463 = -3159847.560793
  nChanged 16
		SP:Iteration 87Q (48131.100000 sec): 3 clusters
  Score: Raw -3164690.818725 + Penalty 4836.773463 = -3159854.045262
  nChanged 13
		SP:Iteration 88Q (48131.360000 sec): 3 clusters
  Score: Raw -3164694.946138 + Penalty 4836.773463 = -3159858.172675
  nChanged 8
		SP:Iteration 89Q (48131.610000 sec): 3 clusters
  Score: Raw -3164698.155385 + Penalty 4836.773463 = -3159861.381922
  nChanged 7
		SP:Iteration 90Q (48131.830000 sec): 3 clusters
  Score: Raw -3164699.876378 + Penalty 4836.773463 = -3159863.102915
  nChanged 6
		SP:Iteration 91Q (48132.120000 sec): 3 clusters
  Score: Raw -3164701.860401 + Penalty 4836.773463 = -3159865.086938
  nChanged 4
		SP:Iteration 92Q (48132.410000 sec): 3 clusters
  Score: Raw -3164702.881354 + Penalty 4836.773463 = -3159866.107891
  nChanged 2
		SP:Iteration 93Q (48132.670000 sec): 3 clusters
  Score: Raw -3164703.278388 + Penalty 4836.773463 = -3159866.504925
  nChanged 2
		SP:Iteration 94Q (48132.950000 sec): 3 clusters
  Score: Raw -3164703.746433 + Penalty 4836.773463 = -3159866.972970
  nChanged 0
		SP:Iteration 95F (48133.250000 sec): 3 clusters
  Score: Raw -3164703.746433 + Penalty 4836.773463 = -3159866.972970
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48133.310000 sec): 2 clusters
  Score: Raw -17545.737388 + Penalty 1165.719131 = -16380.018257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48133.490000 sec): 3 clusters
  Score: Raw -17857.564843 + Penalty 2331.438261 = -15526.126581
  nChanged 3
		SP:Iteration 1Q (48133.660000 sec): 3 clusters
  Score: Raw -17878.255836 + Penalty 2331.438261 = -15546.817575
  nChanged 1
		SP:Iteration 2Q (48133.840000 sec): 3 clusters
  Score: Raw -17883.171035 + Penalty 2331.438261 = -15551.732774
  nChanged 0
		SP:Iteration 3F (48134.010000 sec): 3 clusters
  Score: Raw -17883.171035 + Penalty 2331.438261 = -15551.732774
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48134.100000 sec): 2 clusters
  Score: Raw -203195.656190 + Penalty 1791.377329 = -201404.278861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48134.280000 sec): 3 clusters
  Score: Raw -203154.864927 + Penalty 3582.754657 = -199572.110270
  nChanged 470
		SP:Iteration 1F (48134.450000 sec): 3 clusters
  Score: Raw -205141.176389 + Penalty 3582.754657 = -201558.421732
  nChanged 229
		SP:Iteration 2F (48134.630000 sec): 3 clusters
  Score: Raw -206495.791208 + Penalty 3582.754657 = -202913.036551
  nChanged 110
		SP:Iteration 3F (48134.810000 sec): 3 clusters
  Score: Raw -207470.498297 + Penalty 3582.754657 = -203887.743640
  nChanged 76
		SP:Iteration 4F (48134.980000 sec): 3 clusters
  Score: Raw -208397.350202 + Penalty 3582.754657 = -204814.595545
  nChanged 47
		SP:Iteration 5Q (48135.160000 sec): 3 clusters
  Score: Raw -208845.967027 + Penalty 3582.754657 = -205263.212370
  nChanged 26
		SP:Iteration 6Q (48135.330000 sec): 3 clusters
  Score: Raw -208931.644541 + Penalty 3582.754657 = -205348.889883
  nChanged 13
		SP:Iteration 7Q (48135.510000 sec): 3 clusters
  Score: Raw -208999.856348 + Penalty 3582.754657 = -205417.101691
  nChanged 5
		SP:Iteration 8Q (48135.690000 sec): 3 clusters
  Score: Raw -209014.085195 + Penalty 3582.754657 = -205431.330538
  nChanged 3
		SP:Iteration 9Q (48135.860000 sec): 3 clusters
  Score: Raw -209025.011360 + Penalty 3582.754657 = -205442.256703
  nChanged 1
		SP:Iteration 10Q (48136.040000 sec): 3 clusters
  Score: Raw -209039.041662 + Penalty 3582.754657 = -205456.287005
  nChanged 2
		SP:Iteration 11Q (48136.210000 sec): 3 clusters
  Score: Raw -209053.129002 + Penalty 3582.754657 = -205470.374345
  nChanged 3
		SP:Iteration 12Q (48136.390000 sec): 3 clusters
  Score: Raw -209058.498100 + Penalty 3582.754657 = -205475.743443
  nChanged 2
		SP:Iteration 13Q (48136.560000 sec): 3 clusters
  Score: Raw -209064.386814 + Penalty 3582.754657 = -205481.632157
  nChanged 2
		SP:Iteration 14Q (48136.740000 sec): 3 clusters
  Score: Raw -209070.364189 + Penalty 3582.754657 = -205487.609532
  nChanged 3
		SP:Iteration 15Q (48136.910000 sec): 3 clusters
  Score: Raw -209098.318485 + Penalty 3582.754657 = -205515.563828
  nChanged 4
		SP:Iteration 16Q (48137.090000 sec): 3 clusters
  Score: Raw -209129.411861 + Penalty 3582.754657 = -205546.657204
  nChanged 5
		SP:Iteration 17Q (48137.270000 sec): 3 clusters
  Score: Raw -209142.868238 + Penalty 3582.754657 = -205560.113581
  nChanged 4
		SP:Iteration 18Q (48137.320000 sec): 3 clusters
  Score: Raw -209152.575779 + Penalty 3582.754657 = -205569.821122
  nChanged 0
		SP:Iteration 19F (48137.350000 sec): 3 clusters
  Score: Raw -209152.575779 + Penalty 3582.754657 = -205569.821122
  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 3.87 GB.

 Trying to split cluster 22 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48137.410000 sec): 2 clusters
  Score: Raw -50105.140196 + Penalty 1485.883208 = -48619.256988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48137.430000 sec): 3 clusters
  Score: Raw -50508.400145 + Penalty 2971.766415 = -47536.633730
  nChanged 106
		SP:Iteration 1F (48137.440000 sec): 3 clusters
  Score: Raw -51018.367814 + Penalty 2971.766415 = -48046.601398
  nChanged 37
		SP:Iteration 2F (48137.460000 sec): 3 clusters
  Score: Raw -51221.359083 + Penalty 2971.766415 = -48249.592667
  nChanged 15
		SP:Iteration 3Q (48137.470000 sec): 3 clusters
  Score: Raw -51340.573642 + Penalty 2971.766415 = -48368.807227
  nChanged 15
		SP:Iteration 4Q (48137.490000 sec): 3 clusters
  Score: Raw -51469.129407 + Penalty 2971.766415 = -48497.362992
  nChanged 9
		SP:Iteration 5Q (48137.500000 sec): 3 clusters
  Score: Raw -51555.519322 + Penalty 2971.766415 = -48583.752907
  nChanged 4
		SP:Iteration 6Q (48137.520000 sec): 3 clusters
  Score: Raw -51594.702755 + Penalty 2971.766415 = -48622.936340
  nChanged 7
		SP:Iteration 7Q (48137.530000 sec): 3 clusters
  Score: Raw -51639.218636 + Penalty 2971.766415 = -48667.452221
  nChanged 6
		SP:Iteration 8Q (48137.550000 sec): 3 clusters
  Score: Raw -51692.917511 + Penalty 2971.766415 = -48721.151096
  nChanged 5
		SP:Iteration 9Q (48137.560000 sec): 3 clusters
  Score: Raw -51725.138059 + Penalty 2971.766415 = -48753.371643
  nChanged 5
		SP:Iteration 10Q (48137.580000 sec): 3 clusters
  Score: Raw -51765.097142 + Penalty 2971.766415 = -48793.330726
  nChanged 8
		SP:Iteration 11Q (48137.590000 sec): 3 clusters
  Score: Raw -51810.229572 + Penalty 2971.766415 = -48838.463157
  nChanged 9
		SP:Iteration 12Q (48137.610000 sec): 3 clusters
  Score: Raw -51925.712297 + Penalty 2971.766415 = -48953.945882
  nChanged 8
		SP:Iteration 13Q (48137.620000 sec): 3 clusters
  Score: Raw -52030.263919 + Penalty 2971.766415 = -49058.497504
  nChanged 6
		SP:Iteration 14Q (48137.640000 sec): 3 clusters
  Score: Raw -52090.586377 + Penalty 2971.766415 = -49118.819962
  nChanged 3
		SP:Iteration 15Q (48137.650000 sec): 3 clusters
  Score: Raw -52105.393117 + Penalty 2971.766415 = -49133.626702
  nChanged 1
		SP:Iteration 16Q (48137.670000 sec): 3 clusters
  Score: Raw -52114.914176 + Penalty 2971.766415 = -49143.147761
  nChanged 0
		SP:Iteration 17F (48137.690000 sec): 3 clusters
  Score: Raw -52167.507997 + Penalty 2971.766415 = -49195.741582
  nChanged 14
		SP:Iteration 18Q (48137.700000 sec): 3 clusters
  Score: Raw -52428.979186 + Penalty 2971.766415 = -49457.212771
  nChanged 14
		SP:Iteration 19Q (48137.710000 sec): 3 clusters
  Score: Raw -52665.915586 + Penalty 2971.766415 = -49694.149171
  nChanged 6
		SP:Iteration 20F (48137.730000 sec): 3 clusters
  Score: Raw -52767.083699 + Penalty 2971.766415 = -49795.317284
  nChanged 3
		SP:Iteration 21Q (48137.750000 sec): 3 clusters
  Score: Raw -53072.040849 + Penalty 2971.766415 = -50100.274433
  nChanged 4
		SP:Iteration 22Q (48137.760000 sec): 3 clusters
  Score: Raw -53209.995564 + Penalty 2971.766415 = -50238.229148
  nChanged 1
		SP:Iteration 23Q (48137.780000 sec): 3 clusters
  Score: Raw -53295.186530 + Penalty 2971.766415 = -50323.420115
  nChanged 2
		SP:Iteration 24Q (48137.790000 sec): 3 clusters
  Score: Raw -53417.301643 + Penalty 2971.766415 = -50445.535228
  nChanged 2
		SP:Iteration 25Q (48137.810000 sec): 3 clusters
  Score: Raw -53484.907705 + Penalty 2971.766415 = -50513.141290
  nChanged 1
		SP:Iteration 26Q (48137.820000 sec): 3 clusters
  Score: Raw -53489.246888 + Penalty 2971.766415 = -50517.480472
  nChanged 0
		SP:Iteration 27F (48137.840000 sec): 3 clusters
  Score: Raw -53489.246888 + Penalty 2971.766415 = -50517.480472
  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 3.87 GB.

 Trying to split cluster 23 (744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48137.890000 sec): 2 clusters
  Score: Raw -103042.206021 + Penalty 1639.786177 = -101402.419844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48137.920000 sec): 3 clusters
  Score: Raw -103010.972921 + Penalty 3279.572353 = -99731.400567
  nChanged 184
		SP:Iteration 1F (48137.940000 sec): 3 clusters
  Score: Raw -103332.936103 + Penalty 3279.572353 = -100053.363750
  nChanged 67
		SP:Iteration 2F (48137.970000 sec): 3 clusters
  Score: Raw -103504.889349 + Penalty 3279.572353 = -100225.316995
  nChanged 64
		SP:Iteration 3F (48137.990000 sec): 3 clusters
  Score: Raw -103675.779197 + Penalty 3279.572353 = -100396.206844
  nChanged 47
		SP:Iteration 4F (48138.010000 sec): 3 clusters
  Score: Raw -103911.690553 + Penalty 3279.572353 = -100632.118200
  nChanged 35
		SP:Iteration 5Q (48138.040000 sec): 3 clusters
  Score: Raw -104077.302301 + Penalty 3279.572353 = -100797.729948
  nChanged 28
		SP:Iteration 6Q (48138.060000 sec): 3 clusters
  Score: Raw -104171.608542 + Penalty 3279.572353 = -100892.036188
  nChanged 19
		SP:Iteration 7Q (48138.080000 sec): 3 clusters
  Score: Raw -104254.606642 + Penalty 3279.572353 = -100975.034289
  nChanged 18
		SP:Iteration 8Q (48138.110000 sec): 3 clusters
  Score: Raw -104352.080182 + Penalty 3279.572353 = -101072.507828
  nChanged 17
		SP:Iteration 9Q (48138.130000 sec): 3 clusters
  Score: Raw -104443.698395 + Penalty 3279.572353 = -101164.126042
  nChanged 23
		SP:Iteration 10Q (48138.150000 sec): 3 clusters
  Score: Raw -104551.783518 + Penalty 3279.572353 = -101272.211165
  nChanged 17
		SP:Iteration 11Q (48138.180000 sec): 3 clusters
  Score: Raw -104618.117599 + Penalty 3279.572353 = -101338.545245
  nChanged 9
		SP:Iteration 12Q (48138.200000 sec): 3 clusters
  Score: Raw -104643.194258 + Penalty 3279.572353 = -101363.621905
  nChanged 9
		SP:Iteration 13Q (48138.220000 sec): 3 clusters
  Score: Raw -104667.143809 + Penalty 3279.572353 = -101387.571455
  nChanged 9
		SP:Iteration 14Q (48138.250000 sec): 3 clusters
  Score: Raw -104694.555571 + Penalty 3279.572353 = -101414.983217
  nChanged 13
		SP:Iteration 15Q (48138.270000 sec): 3 clusters
  Score: Raw -104753.382830 + Penalty 3279.572353 = -101473.810477
  nChanged 12
		SP:Iteration 16Q (48138.290000 sec): 3 clusters
  Score: Raw -104810.248898 + Penalty 3279.572353 = -101530.676545
  nChanged 13
		SP:Iteration 17Q (48138.320000 sec): 3 clusters
  Score: Raw -104872.294252 + Penalty 3279.572353 = -101592.721899
  nChanged 7
		SP:Iteration 18Q (48138.340000 sec): 3 clusters
  Score: Raw -104904.692653 + Penalty 3279.572353 = -101625.120300
  nChanged 11
		SP:Iteration 19Q (48138.370000 sec): 3 clusters
  Score: Raw -104944.717324 + Penalty 3279.572353 = -101665.144971
  nChanged 4
		SP:Iteration 20F (48138.390000 sec): 3 clusters
  Score: Raw -104977.281685 + Penalty 3279.572353 = -101697.709331
  nChanged 11
		SP:Iteration 21Q (48138.410000 sec): 3 clusters
  Score: Raw -105013.399188 + Penalty 3279.572353 = -101733.826835
  nChanged 4
		SP:Iteration 22Q (48138.430000 sec): 3 clusters
  Score: Raw -105026.147502 + Penalty 3279.572353 = -101746.575149
  nChanged 5
		SP:Iteration 23Q (48138.460000 sec): 3 clusters
  Score: Raw -105042.157865 + Penalty 3279.572353 = -101762.585512
  nChanged 7
		SP:Iteration 24Q (48138.480000 sec): 3 clusters
  Score: Raw -105064.562617 + Penalty 3279.572353 = -101784.990263
  nChanged 4
		SP:Iteration 25Q (48138.510000 sec): 3 clusters
  Score: Raw -105074.956729 + Penalty 3279.572353 = -101795.384376
  nChanged 1
		SP:Iteration 26Q (48138.530000 sec): 3 clusters
  Score: Raw -105076.271339 + Penalty 3279.572353 = -101796.698985
  nChanged 0
		SP:Iteration 27F (48138.550000 sec): 3 clusters
  Score: Raw -105076.271339 + Penalty 3279.572353 = -101796.698985
  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 3.87 GB.

 Trying to split cluster 24 (1737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48138.640000 sec): 2 clusters
  Score: Raw -304301.636271 + Penalty 1850.058862 = -302451.577409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48138.820000 sec): 3 clusters
  Score: Raw -303739.671026 + Penalty 3700.117724 = -300039.553302
  nChanged 559
		SP:Iteration 1F (48138.990000 sec): 3 clusters
  Score: Raw -304299.619478 + Penalty 3700.117724 = -300599.501754
  nChanged 165
		SP:Iteration 2F (48139.170000 sec): 3 clusters
  Score: Raw -304763.888098 + Penalty 3700.117724 = -301063.770374
  nChanged 162
		SP:Iteration 3F (48139.350000 sec): 3 clusters
  Score: Raw -305559.772185 + Penalty 3700.117724 = -301859.654461
  nChanged 184
		SP:Iteration 4F (48139.520000 sec): 3 clusters
  Score: Raw -306439.620929 + Penalty 3700.117724 = -302739.503205
  nChanged 156
		SP:Iteration 5F (48139.700000 sec): 3 clusters
  Score: Raw -306893.092732 + Penalty 3700.117724 = -303192.975008
  nChanged 75
		SP:Iteration 6Q (48139.870000 sec): 3 clusters
  Score: Raw -307104.851395 + Penalty 3700.117724 = -303404.733671
  nChanged 28
		SP:Iteration 7Q (48140.050000 sec): 3 clusters
  Score: Raw -307149.029575 + Penalty 3700.117724 = -303448.911851
  nChanged 13
		SP:Iteration 8Q (48140.230000 sec): 3 clusters
  Score: Raw -307164.373090 + Penalty 3700.117724 = -303464.255366
  nChanged 8
		SP:Iteration 9Q (48140.400000 sec): 3 clusters
  Score: Raw -307181.607733 + Penalty 3700.117724 = -303481.490009
  nChanged 9
		SP:Iteration 10Q (48140.570000 sec): 3 clusters
  Score: Raw -307196.420377 + Penalty 3700.117724 = -303496.302653
  nChanged 7
		SP:Iteration 11Q (48140.750000 sec): 3 clusters
  Score: Raw -307206.940460 + Penalty 3700.117724 = -303506.822736
  nChanged 6
		SP:Iteration 12Q (48140.930000 sec): 3 clusters
  Score: Raw -307215.312049 + Penalty 3700.117724 = -303515.194325
  nChanged 3
		SP:Iteration 13Q (48141.100000 sec): 3 clusters
  Score: Raw -307217.449490 + Penalty 3700.117724 = -303517.331765
  nChanged 3
		SP:Iteration 14Q (48141.280000 sec): 3 clusters
  Score: Raw -307219.361128 + Penalty 3700.117724 = -303519.243404
  nChanged 0
		SP:Iteration 15F (48141.450000 sec): 3 clusters
  Score: Raw -307219.361128 + Penalty 3700.117724 = -303519.243404
  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 3.87 GB.

 Trying to split cluster 25 (214113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48142.740000 sec): 2 clusters
  Score: Raw -38273508.225581 + Penalty 3044.016280 = -38270464.209301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48144.850000 sec): 3 clusters
  Score: Raw -38133073.396000 + Penalty 6088.032559 = -38126985.363441
  nChanged 102963
		SP:Iteration 1F (48146.980000 sec): 3 clusters
  Score: Raw -38192800.750958 + Penalty 6088.032559 = -38186712.718398
  nChanged 5180
		SP:Iteration 2Q (48149.240000 sec): 3 clusters
  Score: Raw -38193761.788034 + Penalty 6088.032559 = -38187673.755475
  nChanged 5485
		SP:Iteration 3Q (48151.480000 sec): 3 clusters
  Score: Raw -38194945.022155 + Penalty 6088.032559 = -38188856.989596
  nChanged 5933
		SP:Iteration 4Q (48153.750000 sec): 3 clusters
  Score: Raw -38196513.704166 + Penalty 6088.032559 = -38190425.671607
  nChanged 6946
		SP:Iteration 5Q (48155.900000 sec): 3 clusters
  Score: Raw -38198683.486659 + Penalty 6088.032559 = -38192595.454100
  nChanged 7956
		SP:Iteration 6Q (48158.130000 sec): 3 clusters
  Score: Raw -38201730.043196 + Penalty 6088.032559 = -38195642.010637
  nChanged 9429
		SP:Iteration 7Q (48160.320000 sec): 3 clusters
  Score: Raw -38206156.029884 + Penalty 6088.032559 = -38200067.997325
  nChanged 11151
		SP:Iteration 8F (48162.400000 sec): 3 clusters
  Score: Raw -38212387.941247 + Penalty 6088.032559 = -38206299.908687
  nChanged 13110
		SP:Iteration 9F (48164.540000 sec): 3 clusters
  Score: Raw -38221151.675116 + Penalty 6088.032559 = -38215063.642557
  nChanged 14654
		SP:Iteration 10F (48166.680000 sec): 3 clusters
  Score: Raw -38232135.759517 + Penalty 6088.032559 = -38226047.726958
  nChanged 14655
		SP:Iteration 11F (48168.770000 sec): 3 clusters
  Score: Raw -38243578.024214 + Penalty 6088.032559 = -38237489.991655
  nChanged 12933
		SP:Iteration 12F (48170.910000 sec): 3 clusters
  Score: Raw -38254136.751873 + Penalty 6088.032559 = -38248048.719314
  nChanged 10170
		SP:Iteration 13Q (48172.990000 sec): 3 clusters
  Score: Raw -38262601.654029 + Penalty 6088.032559 = -38256513.621470
  nChanged 6660
		SP:Iteration 14Q (48174.950000 sec): 3 clusters
  Score: Raw -38268202.367514 + Penalty 6088.032559 = -38262114.334955
  nChanged 3653
		SP:Iteration 15Q (48176.800000 sec): 3 clusters
  Score: Raw -38271207.369404 + Penalty 6088.032559 = -38265119.336844
  nChanged 1741
		SP:Iteration 16Q (48178.620000 sec): 3 clusters
  Score: Raw -38272573.660865 + Penalty 6088.032559 = -38266485.628305
  nChanged 890
		SP:Iteration 17Q (48180.430000 sec): 3 clusters
  Score: Raw -38273253.707123 + Penalty 6088.032559 = -38267165.674564
  nChanged 469
		SP:Iteration 18Q (48182.150000 sec): 3 clusters
  Score: Raw -38273601.484410 + Penalty 6088.032559 = -38267513.451851
  nChanged 279
		SP:Iteration 19Q (48183.910000 sec): 3 clusters
  Score: Raw -38273778.853012 + Penalty 6088.032559 = -38267690.820453
  nChanged 181
		SP:Iteration 20F (48185.970000 sec): 3 clusters
  Score: Raw -38273888.026810 + Penalty 6088.032559 = -38267799.994251
  nChanged 139
		SP:Iteration 21Q (48187.590000 sec): 3 clusters
  Score: Raw -38273965.333181 + Penalty 6088.032559 = -38267877.300622
  nChanged 135
		SP:Iteration 22Q (48189.330000 sec): 3 clusters
  Score: Raw -38274036.359237 + Penalty 6088.032559 = -38267948.326677
  nChanged 84
		SP:Iteration 23Q (48191.070000 sec): 3 clusters
  Score: Raw -38274076.985264 + Penalty 6088.032559 = -38267988.952705
  nChanged 57
		SP:Iteration 24Q (48192.790000 sec): 3 clusters
  Score: Raw -38274102.368588 + Penalty 6088.032559 = -38268014.336029
  nChanged 47
		SP:Iteration 25Q (48194.500000 sec): 3 clusters
  Score: Raw -38274123.325367 + Penalty 6088.032559 = -38268035.292808
  nChanged 40
		SP:Iteration 26Q (48196.050000 sec): 3 clusters
  Score: Raw -38274138.020575 + Penalty 6088.032559 = -38268049.988015
  nChanged 29
		SP:Iteration 27Q (48197.570000 sec): 3 clusters
  Score: Raw -38274149.189654 + Penalty 6088.032559 = -38268061.157094
  nChanged 19
		SP:Iteration 28Q (48199.290000 sec): 3 clusters
  Score: Raw -38274155.504244 + Penalty 6088.032559 = -38268067.471685
  nChanged 20
		SP:Iteration 29Q (48200.990000 sec): 3 clusters
  Score: Raw -38274163.328392 + Penalty 6088.032559 = -38268075.295833
  nChanged 15
		SP:Iteration 30Q (48202.690000 sec): 3 clusters
  Score: Raw -38274170.117963 + Penalty 6088.032559 = -38268082.085404
  nChanged 7
		SP:Iteration 31Q (48204.440000 sec): 3 clusters
  Score: Raw -38274173.441292 + Penalty 6088.032559 = -38268085.408732
  nChanged 8
		SP:Iteration 32Q (48206.170000 sec): 3 clusters
  Score: Raw -38274176.151057 + Penalty 6088.032559 = -38268088.118497
  nChanged 2
		SP:Iteration 33Q (48207.830000 sec): 3 clusters
  Score: Raw -38274176.679166 + Penalty 6088.032559 = -38268088.646607
  nChanged 3
		SP:Iteration 34Q (48209.500000 sec): 3 clusters
  Score: Raw -38274177.563007 + Penalty 6088.032559 = -38268089.530448
  nChanged 2
		SP:Iteration 35Q (48211.220000 sec): 3 clusters
  Score: Raw -38274178.282676 + Penalty 6088.032559 = -38268090.250117
  nChanged 1
		SP:Iteration 36Q (48212.980000 sec): 3 clusters
  Score: Raw -38274178.610778 + Penalty 6088.032559 = -38268090.578219
  nChanged 2
		SP:Iteration 37Q (48214.500000 sec): 3 clusters
  Score: Raw -38274178.836791 + Penalty 6088.032559 = -38268090.804232
  nChanged 0
		SP:Iteration 38F (48216.400000 sec): 3 clusters
  Score: Raw -38274178.836791 + Penalty 6088.032559 = -38268090.804232
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48216.530000 sec): 2 clusters
  Score: Raw -38862.428454 + Penalty 1363.297720 = -37499.130734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48216.700000 sec): 3 clusters
  Score: Raw -39271.618025 + Penalty 2726.595440 = -36545.022585
  nChanged 40
		SP:Iteration 1F (48216.880000 sec): 3 clusters
  Score: Raw -39414.264905 + Penalty 2726.595440 = -36687.669465
  nChanged 23
		SP:Iteration 2F (48217.060000 sec): 3 clusters
  Score: Raw -39496.166841 + Penalty 2726.595440 = -36769.571401
  nChanged 15
		SP:Iteration 3F (48217.230000 sec): 3 clusters
  Score: Raw -39560.599424 + Penalty 2726.595440 = -36834.003984
  nChanged 7
		SP:Iteration 4Q (48217.410000 sec): 3 clusters
  Score: Raw -39605.520237 + Penalty 2726.595440 = -36878.924797
  nChanged 6
		SP:Iteration 5Q (48217.580000 sec): 3 clusters
  Score: Raw -39636.577086 + Penalty 2726.595440 = -36909.981646
  nChanged 2
		SP:Iteration 6Q (48217.760000 sec): 3 clusters
  Score: Raw -39644.530559 + Penalty 2726.595440 = -36917.935119
  nChanged 0
		SP:Iteration 7F (48217.930000 sec): 3 clusters
  Score: Raw -39644.530559 + Penalty 2726.595440 = -36917.935119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (1880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48218.010000 sec): 2 clusters
  Score: Raw -300434.183591 + Penalty 1869.678710 = -298564.504881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48218.190000 sec): 3 clusters
  Score: Raw -299833.703670 + Penalty 3739.357420 = -296094.346250
  nChanged 622
		SP:Iteration 1F (48218.360000 sec): 3 clusters
  Score: Raw -300778.808614 + Penalty 3739.357420 = -297039.451194
  nChanged 256
		SP:Iteration 2F (48218.540000 sec): 3 clusters
  Score: Raw -301498.351953 + Penalty 3739.357420 = -297758.994534
  nChanged 181
		SP:Iteration 3F (48218.720000 sec): 3 clusters
  Score: Raw -301920.696892 + Penalty 3739.357420 = -298181.339473
  nChanged 104
		SP:Iteration 4F (48218.890000 sec): 3 clusters
  Score: Raw -302054.670078 + Penalty 3739.357420 = -298315.312658
  nChanged 55
		SP:Iteration 5Q (48219.060000 sec): 3 clusters
  Score: Raw -302122.527443 + Penalty 3739.357420 = -298383.170023
  nChanged 32
		SP:Iteration 6Q (48219.240000 sec): 3 clusters
  Score: Raw -302156.315253 + Penalty 3739.357420 = -298416.957833
  nChanged 18
		SP:Iteration 7Q (48219.420000 sec): 3 clusters
  Score: Raw -302177.788355 + Penalty 3739.357420 = -298438.430935
  nChanged 16
		SP:Iteration 8Q (48219.590000 sec): 3 clusters
  Score: Raw -302194.276639 + Penalty 3739.357420 = -298454.919219
  nChanged 10
		SP:Iteration 9Q (48219.770000 sec): 3 clusters
  Score: Raw -302203.462615 + Penalty 3739.357420 = -298464.105195
  nChanged 11
		SP:Iteration 10Q (48219.940000 sec): 3 clusters
  Score: Raw -302212.839806 + Penalty 3739.357420 = -298473.482387
  nChanged 5
		SP:Iteration 11Q (48220.120000 sec): 3 clusters
  Score: Raw -302217.991038 + Penalty 3739.357420 = -298478.633619
  nChanged 7
		SP:Iteration 12Q (48220.300000 sec): 3 clusters
  Score: Raw -302225.589630 + Penalty 3739.357420 = -298486.232210
  nChanged 7
		SP:Iteration 13Q (48220.470000 sec): 3 clusters
  Score: Raw -302233.283698 + Penalty 3739.357420 = -298493.926278
  nChanged 3
		SP:Iteration 14Q (48220.650000 sec): 3 clusters
  Score: Raw -302238.723528 + Penalty 3739.357420 = -298499.366108
  nChanged 7
		SP:Iteration 15Q (48220.820000 sec): 3 clusters
  Score: Raw -302245.515831 + Penalty 3739.357420 = -298506.158412
  nChanged 10
		SP:Iteration 16Q (48221.000000 sec): 3 clusters
  Score: Raw -302255.449170 + Penalty 3739.357420 = -298516.091751
  nChanged 8
		SP:Iteration 17Q (48221.180000 sec): 3 clusters
  Score: Raw -302262.622817 + Penalty 3739.357420 = -298523.265398
  nChanged 4
		SP:Iteration 18Q (48221.350000 sec): 3 clusters
  Score: Raw -302269.178190 + Penalty 3739.357420 = -298529.820770
  nChanged 5
		SP:Iteration 19Q (48221.530000 sec): 3 clusters
  Score: Raw -302274.590062 + Penalty 3739.357420 = -298535.232642
  nChanged 5
		SP:Iteration 20F (48221.700000 sec): 3 clusters
  Score: Raw -302278.469986 + Penalty 3739.357420 = -298539.112567
  nChanged 8
		SP:Iteration 21Q (48221.880000 sec): 3 clusters
  Score: Raw -302288.338197 + Penalty 3739.357420 = -298548.980777
  nChanged 12
		SP:Iteration 22Q (48222.060000 sec): 3 clusters
  Score: Raw -302300.137206 + Penalty 3739.357420 = -298560.779786
  nChanged 5
		SP:Iteration 23Q (48222.230000 sec): 3 clusters
  Score: Raw -302304.714719 + Penalty 3739.357420 = -298565.357299
  nChanged 3
		SP:Iteration 24Q (48222.410000 sec): 3 clusters
  Score: Raw -302308.817882 + Penalty 3739.357420 = -298569.460462
  nChanged 5
		SP:Iteration 25Q (48222.580000 sec): 3 clusters
  Score: Raw -302314.856481 + Penalty 3739.357420 = -298575.499061
  nChanged 4
		SP:Iteration 26Q (48222.760000 sec): 3 clusters
  Score: Raw -302320.872569 + Penalty 3739.357420 = -298581.515150
  nChanged 6
		SP:Iteration 27Q (48222.940000 sec): 3 clusters
  Score: Raw -302326.206265 + Penalty 3739.357420 = -298586.848845
  nChanged 3
		SP:Iteration 28Q (48223.110000 sec): 3 clusters
  Score: Raw -302328.659142 + Penalty 3739.357420 = -298589.301722
  nChanged 2
		SP:Iteration 29Q (48223.290000 sec): 3 clusters
  Score: Raw -302330.875513 + Penalty 3739.357420 = -298591.518093
  nChanged 2
		SP:Iteration 30Q (48223.460000 sec): 3 clusters
  Score: Raw -302332.515327 + Penalty 3739.357420 = -298593.157908
  nChanged 3
		SP:Iteration 31Q (48223.640000 sec): 3 clusters
  Score: Raw -302334.173845 + Penalty 3739.357420 = -298594.816425
  nChanged 0
		SP:Iteration 32F (48223.810000 sec): 3 clusters
  Score: Raw -302334.173845 + Penalty 3739.357420 = -298594.816425
  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 3.87 GB.

 Trying to split cluster 28 (873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48223.900000 sec): 2 clusters
  Score: Raw -124880.535842 + Penalty 1679.440018 = -123201.095825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48224.070000 sec): 3 clusters
  Score: Raw -124766.606020 + Penalty 3358.880036 = -121407.725985
  nChanged 214
		SP:Iteration 1F (48224.250000 sec): 3 clusters
  Score: Raw -125167.068631 + Penalty 3358.880036 = -121808.188596
  nChanged 81
		SP:Iteration 2F (48224.420000 sec): 3 clusters
  Score: Raw -125415.673379 + Penalty 3358.880036 = -122056.793344
  nChanged 69
		SP:Iteration 3F (48224.600000 sec): 3 clusters
  Score: Raw -125673.567470 + Penalty 3358.880036 = -122314.687435
  nChanged 49
		SP:Iteration 4F (48224.770000 sec): 3 clusters
  Score: Raw -125830.201409 + Penalty 3358.880036 = -122471.321373
  nChanged 34
		SP:Iteration 5Q (48224.950000 sec): 3 clusters
  Score: Raw -125950.800397 + Penalty 3358.880036 = -122591.920361
  nChanged 18
		SP:Iteration 6Q (48225.120000 sec): 3 clusters
  Score: Raw -125999.281195 + Penalty 3358.880036 = -122640.401159
  nChanged 21
		SP:Iteration 7Q (48225.300000 sec): 3 clusters
  Score: Raw -126062.080660 + Penalty 3358.880036 = -122703.200624
  nChanged 18
		SP:Iteration 8Q (48225.480000 sec): 3 clusters
  Score: Raw -126110.719992 + Penalty 3358.880036 = -122751.839957
  nChanged 17
		SP:Iteration 9Q (48225.650000 sec): 3 clusters
  Score: Raw -126177.420712 + Penalty 3358.880036 = -122818.540676
  nChanged 13
		SP:Iteration 10Q (48225.820000 sec): 3 clusters
  Score: Raw -126235.302353 + Penalty 3358.880036 = -122876.422317
  nChanged 12
		SP:Iteration 11Q (48225.980000 sec): 3 clusters
  Score: Raw -126288.914175 + Penalty 3358.880036 = -122930.034139
  nChanged 9
		SP:Iteration 12Q (48226.140000 sec): 3 clusters
  Score: Raw -126317.030808 + Penalty 3358.880036 = -122958.150772
  nChanged 6
		SP:Iteration 13Q (48226.300000 sec): 3 clusters
  Score: Raw -126336.542403 + Penalty 3358.880036 = -122977.662367
  nChanged 5
		SP:Iteration 14Q (48226.460000 sec): 3 clusters
  Score: Raw -126365.975844 + Penalty 3358.880036 = -123007.095808
  nChanged 4
		SP:Iteration 15Q (48226.620000 sec): 3 clusters
  Score: Raw -126377.955247 + Penalty 3358.880036 = -123019.075211
  nChanged 2
		SP:Iteration 16Q (48226.780000 sec): 3 clusters
  Score: Raw -126384.279726 + Penalty 3358.880036 = -123025.399690
  nChanged 3
		SP:Iteration 17Q (48226.950000 sec): 3 clusters
  Score: Raw -126390.307959 + Penalty 3358.880036 = -123031.427923
  nChanged 2
		SP:Iteration 18Q (48227.130000 sec): 3 clusters
  Score: Raw -126392.086793 + Penalty 3358.880036 = -123033.206757
  nChanged 0
		SP:Iteration 19F (48227.300000 sec): 3 clusters
  Score: Raw -126392.086793 + Penalty 3358.880036 = -123033.206757
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 29 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48227.390000 sec): 2 clusters
  Score: Raw -63788.728201 + Penalty 1564.408413 = -62224.319787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48227.560000 sec): 3 clusters
  Score: Raw -64196.805570 + Penalty 3128.816827 = -61067.988743
  nChanged 163
		SP:Iteration 1F (48227.740000 sec): 3 clusters
  Score: Raw -65225.808049 + Penalty 3128.816827 = -62096.991222
  nChanged 44
		SP:Iteration 2F (48227.920000 sec): 3 clusters
  Score: Raw -65726.578309 + Penalty 3128.816827 = -62597.761482
  nChanged 30
		SP:Iteration 3F (48228.090000 sec): 3 clusters
  Score: Raw -66062.650282 + Penalty 3128.816827 = -62933.833455
  nChanged 20
		SP:Iteration 4Q (48228.270000 sec): 3 clusters
  Score: Raw -66386.452663 + Penalty 3128.816827 = -63257.635836
  nChanged 16
		SP:Iteration 5Q (48228.440000 sec): 3 clusters
  Score: Raw -66759.208730 + Penalty 3128.816827 = -63630.391903
  nChanged 13
		SP:Iteration 6Q (48228.620000 sec): 3 clusters
  Score: Raw -67025.854613 + Penalty 3128.816827 = -63897.037786
  nChanged 9
		SP:Iteration 7Q (48228.800000 sec): 3 clusters
  Score: Raw -67101.312565 + Penalty 3128.816827 = -63972.495738
  nChanged 6
		SP:Iteration 8Q (48228.970000 sec): 3 clusters
  Score: Raw -67293.376042 + Penalty 3128.816827 = -64164.559215
  nChanged 6
		SP:Iteration 9Q (48229.150000 sec): 3 clusters
  Score: Raw -67380.748788 + Penalty 3128.816827 = -64251.931961
  nChanged 2
		SP:Iteration 10Q (48229.320000 sec): 3 clusters
  Score: Raw -67405.537463 + Penalty 3128.816827 = -64276.720636
  nChanged 1
		SP:Iteration 11Q (48229.500000 sec): 3 clusters
  Score: Raw -67428.425583 + Penalty 3128.816827 = -64299.608756
  nChanged 0
		SP:Iteration 12F (48229.680000 sec): 3 clusters
  Score: Raw -67476.641256 + Penalty 3128.816827 = -64347.824429
  nChanged 3
		SP:Iteration 13Q (48229.850000 sec): 3 clusters
  Score: Raw -67597.077773 + Penalty 3128.816827 = -64468.260946
  nChanged 5
		SP:Iteration 14Q (48230.030000 sec): 3 clusters
  Score: Raw -67633.174770 + Penalty 3128.816827 = -64504.357943
  nChanged 3
		SP:Iteration 15Q (48230.200000 sec): 3 clusters
  Score: Raw -67648.038330 + Penalty 3128.816827 = -64519.221503
  nChanged 3
		SP:Iteration 16Q (48230.300000 sec): 3 clusters
  Score: Raw -67663.989651 + Penalty 3128.816827 = -64535.172824
  nChanged 1
		SP:Iteration 17Q (48230.310000 sec): 3 clusters
  Score: Raw -67687.311994 + Penalty 3128.816827 = -64558.495167
  nChanged 2
		SP:Iteration 18Q (48230.320000 sec): 3 clusters
  Score: Raw -67720.841140 + Penalty 3128.816827 = -64592.024313
  nChanged 1
		SP:Iteration 19Q (48230.340000 sec): 3 clusters
  Score: Raw -67821.707050 + Penalty 3128.816827 = -64692.890223
  nChanged 1
		SP:Iteration 20F (48230.360000 sec): 3 clusters
  Score: Raw -67846.777978 + Penalty 3128.816827 = -64717.961151
  nChanged 2
		SP:Iteration 21Q (48230.380000 sec): 3 clusters
  Score: Raw -67920.090340 + Penalty 3128.816827 = -64791.273513
  nChanged 2
		SP:Iteration 22Q (48230.410000 sec): 3 clusters
  Score: Raw -67978.340093 + Penalty 3128.816827 = -64849.523266
  nChanged 4
		SP:Iteration 23Q (48230.430000 sec): 3 clusters
  Score: Raw -68069.843189 + Penalty 3128.816827 = -64941.026363
  nChanged 1
		SP:Iteration 24Q (48230.460000 sec): 3 clusters
  Score: Raw -68107.749368 + Penalty 3128.816827 = -64978.932541
  nChanged 2
		SP:Iteration 25Q (48230.480000 sec): 3 clusters
  Score: Raw -68126.481878 + Penalty 3128.816827 = -64997.665051
  nChanged 0
		SP:Iteration 26F (48230.500000 sec): 3 clusters
  Score: Raw -68129.149712 + Penalty 3128.816827 = -65000.332885
  nChanged 1
		SP:Iteration 27Q (48230.530000 sec): 3 clusters
  Score: Raw -68149.461934 + Penalty 3128.816827 = -65020.645107
  nChanged 1
		SP:Iteration 28Q (48230.550000 sec): 3 clusters
  Score: Raw -68159.171792 + Penalty 3128.816827 = -65030.354965
  nChanged 0
		SP:Iteration 29F (48230.570000 sec): 3 clusters
  Score: Raw -68159.171792 + Penalty 3128.816827 = -65030.354965
  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 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48230.620000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48230.650000 sec): 3 clusters
  Score: Raw -85451.483232 + Penalty 3126.099012 = -82325.384220
  nChanged 97
		SP:Iteration 1F (48230.670000 sec): 3 clusters
  Score: Raw -85639.992166 + Penalty 3126.099012 = -82513.893154
  nChanged 30
		SP:Iteration 2F (48230.700000 sec): 3 clusters
  Score: Raw -85713.831206 + Penalty 3126.099012 = -82587.732194
  nChanged 16
		SP:Iteration 3Q (48230.720000 sec): 3 clusters
  Score: Raw -85756.009258 + Penalty 3126.099012 = -82629.910246
  nChanged 7
		SP:Iteration 4Q (48230.740000 sec): 3 clusters
  Score: Raw -85768.848485 + Penalty 3126.099012 = -82642.749473
  nChanged 4
		SP:Iteration 5Q (48230.760000 sec): 3 clusters
  Score: Raw -85782.164697 + Penalty 3126.099012 = -82656.065685
  nChanged 3
		SP:Iteration 6Q (48230.790000 sec): 3 clusters
  Score: Raw -85791.926155 + Penalty 3126.099012 = -82665.827143
  nChanged 1
		SP:Iteration 7Q (48230.810000 sec): 3 clusters
  Score: Raw -85794.397664 + Penalty 3126.099012 = -82668.298652
  nChanged 3
		SP:Iteration 8Q (48230.840000 sec): 3 clusters
  Score: Raw -85802.167250 + Penalty 3126.099012 = -82676.068238
  nChanged 5
		SP:Iteration 9Q (48230.860000 sec): 3 clusters
  Score: Raw -85815.290497 + Penalty 3126.099012 = -82689.191485
  nChanged 3
		SP:Iteration 10Q (48230.880000 sec): 3 clusters
  Score: Raw -85823.476381 + Penalty 3126.099012 = -82697.377369
  nChanged 2
		SP:Iteration 11Q (48230.900000 sec): 3 clusters
  Score: Raw -85827.257838 + Penalty 3126.099012 = -82701.158826
  nChanged 0
		SP:Iteration 12F (48230.930000 sec): 3 clusters
  Score: Raw -85827.257838 + Penalty 3126.099012 = -82701.158826
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48230.960000 sec): 2 clusters
  Score: Raw -46162.447753 + Penalty 1532.644130 = -44629.803622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48230.980000 sec): 3 clusters
  Score: Raw -46469.139157 + Penalty 3065.288260 = -43403.850897
  nChanged 139
		SP:Iteration 1F (48231.000000 sec): 3 clusters
  Score: Raw -47091.511467 + Penalty 3065.288260 = -44026.223207
  nChanged 48
		SP:Iteration 2F (48231.030000 sec): 3 clusters
  Score: Raw -47574.638164 + Penalty 3065.288260 = -44509.349904
  nChanged 31
		SP:Iteration 3F (48231.050000 sec): 3 clusters
  Score: Raw -47913.826308 + Penalty 3065.288260 = -44848.538048
  nChanged 20
		SP:Iteration 4Q (48231.080000 sec): 3 clusters
  Score: Raw -48140.812041 + Penalty 3065.288260 = -45075.523780
  nChanged 11
		SP:Iteration 5Q (48231.100000 sec): 3 clusters
  Score: Raw -48252.250259 + Penalty 3065.288260 = -45186.961999
  nChanged 3
		SP:Iteration 6Q (48231.120000 sec): 3 clusters
  Score: Raw -48292.638036 + Penalty 3065.288260 = -45227.349776
  nChanged 7
		SP:Iteration 7Q (48231.140000 sec): 3 clusters
  Score: Raw -48354.559916 + Penalty 3065.288260 = -45289.271656
  nChanged 4
		SP:Iteration 8Q (48231.160000 sec): 3 clusters
  Score: Raw -48382.462944 + Penalty 3065.288260 = -45317.174684
  nChanged 6
		SP:Iteration 9Q (48231.190000 sec): 3 clusters
  Score: Raw -48423.170910 + Penalty 3065.288260 = -45357.882650
  nChanged 2
		SP:Iteration 10Q (48231.210000 sec): 3 clusters
  Score: Raw -48435.145612 + Penalty 3065.288260 = -45369.857352
  nChanged 0
		SP:Iteration 11F (48231.240000 sec): 3 clusters
  Score: Raw -48435.145612 + Penalty 3065.288260 = -45369.857352
  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 3.87 GB.

 Trying to split cluster 32 (2115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48231.300000 sec): 2 clusters
  Score: Raw -369563.921439 + Penalty 1898.888903 = -367665.032536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48231.360000 sec): 3 clusters
  Score: Raw -368826.160754 + Penalty 3797.777805 = -365028.382949
  nChanged 690
		SP:Iteration 1F (48231.410000 sec): 3 clusters
  Score: Raw -369487.020206 + Penalty 3797.777805 = -365689.242401
  nChanged 241
		SP:Iteration 2F (48231.460000 sec): 3 clusters
  Score: Raw -370070.250641 + Penalty 3797.777805 = -366272.472835
  nChanged 228
		SP:Iteration 3F (48231.520000 sec): 3 clusters
  Score: Raw -370723.949423 + Penalty 3797.777805 = -366926.171618
  nChanged 202
		SP:Iteration 4F (48231.570000 sec): 3 clusters
  Score: Raw -371272.087857 + Penalty 3797.777805 = -367474.310051
  nChanged 134
		SP:Iteration 5F (48231.620000 sec): 3 clusters
  Score: Raw -371629.522426 + Penalty 3797.777805 = -367831.744620
  nChanged 124
		SP:Iteration 6F (48231.670000 sec): 3 clusters
  Score: Raw -371962.417529 + Penalty 3797.777805 = -368164.639724
  nChanged 118
		SP:Iteration 7F (48231.720000 sec): 3 clusters
  Score: Raw -372321.187981 + Penalty 3797.777805 = -368523.410176
  nChanged 116
		SP:Iteration 8F (48231.770000 sec): 3 clusters
  Score: Raw -372692.924510 + Penalty 3797.777805 = -368895.146705
  nChanged 112
		SP:Iteration 9F (48231.820000 sec): 3 clusters
  Score: Raw -373121.889815 + Penalty 3797.777805 = -369324.112009
  nChanged 98
		SP:Iteration 10Q (48231.880000 sec): 3 clusters
  Score: Raw -373544.229925 + Penalty 3797.777805 = -369746.452119
  nChanged 69
		SP:Iteration 11Q (48231.920000 sec): 3 clusters
  Score: Raw -373921.043823 + Penalty 3797.777805 = -370123.266017
  nChanged 50
		SP:Iteration 12Q (48231.980000 sec): 3 clusters
  Score: Raw -374243.047142 + Penalty 3797.777805 = -370445.269337
  nChanged 32
		SP:Iteration 13Q (48232.020000 sec): 3 clusters
  Score: Raw -374442.375749 + Penalty 3797.777805 = -370644.597943
  nChanged 15
		SP:Iteration 14Q (48232.080000 sec): 3 clusters
  Score: Raw -374506.712450 + Penalty 3797.777805 = -370708.934645
  nChanged 6
		SP:Iteration 15Q (48232.130000 sec): 3 clusters
  Score: Raw -374521.278444 + Penalty 3797.777805 = -370723.500639
  nChanged 3
		SP:Iteration 16Q (48232.180000 sec): 3 clusters
  Score: Raw -374528.395559 + Penalty 3797.777805 = -370730.617754
  nChanged 1
		SP:Iteration 17Q (48232.230000 sec): 3 clusters
  Score: Raw -374531.657805 + Penalty 3797.777805 = -370733.880000
  nChanged 2
		SP:Iteration 18Q (48232.280000 sec): 3 clusters
  Score: Raw -374535.237549 + Penalty 3797.777805 = -370737.459744
  nChanged 1
		SP:Iteration 19Q (48232.330000 sec): 3 clusters
  Score: Raw -374536.374057 + Penalty 3797.777805 = -370738.596252
  nChanged 0
		SP:Iteration 20F (48232.380000 sec): 3 clusters
  Score: Raw -374536.374057 + Penalty 3797.777805 = -370738.596252
  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 3.87 GB.

 Trying to split cluster 33 (101597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48233.090000 sec): 2 clusters
  Score: Raw -19456642.959301 + Penalty 2859.134783 = -19453783.824518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48234.180000 sec): 3 clusters
  Score: Raw -19391181.058552 + Penalty 5718.269566 = -19385462.788986
  nChanged 48227
		SP:Iteration 1F (48235.220000 sec): 3 clusters
  Score: Raw -19419134.471225 + Penalty 5718.269566 = -19413416.201659
  nChanged 3627
		SP:Iteration 2Q (48236.340000 sec): 3 clusters
  Score: Raw -19420140.648516 + Penalty 5718.269566 = -19414422.378950
  nChanged 3815
		SP:Iteration 3Q (48237.450000 sec): 3 clusters
  Score: Raw -19421390.084037 + Penalty 5718.269566 = -19415671.814471
  nChanged 4530
		SP:Iteration 4Q (48238.600000 sec): 3 clusters
  Score: Raw -19423217.825471 + Penalty 5718.269566 = -19417499.555905
  nChanged 5641
		SP:Iteration 5F (48239.580000 sec): 3 clusters
  Score: Raw -19426023.900796 + Penalty 5718.269566 = -19420305.631230
  nChanged 6747
		SP:Iteration 6F (48240.590000 sec): 3 clusters
  Score: Raw -19429971.953561 + Penalty 5718.269566 = -19424253.683995
  nChanged 7249
		SP:Iteration 7F (48241.660000 sec): 3 clusters
  Score: Raw -19434387.009497 + Penalty 5718.269566 = -19428668.739931
  nChanged 6610
		SP:Iteration 8F (48242.740000 sec): 3 clusters
  Score: Raw -19438272.558753 + Penalty 5718.269566 = -19432554.289187
  nChanged 5511
		SP:Iteration 9F (48243.820000 sec): 3 clusters
  Score: Raw -19441588.615916 + Penalty 5718.269566 = -19435870.346350
  nChanged 4516
		SP:Iteration 10Q (48244.910000 sec): 3 clusters
  Score: Raw -19444388.140389 + Penalty 5718.269566 = -19438669.870823
  nChanged 3694
		SP:Iteration 11Q (48245.960000 sec): 3 clusters
  Score: Raw -19446639.333776 + Penalty 5718.269566 = -19440921.064210
  nChanged 3109
		SP:Iteration 12Q (48247.140000 sec): 3 clusters
  Score: Raw -19448467.220351 + Penalty 5718.269566 = -19442748.950785
  nChanged 2567
		SP:Iteration 13Q (48248.230000 sec): 3 clusters
  Score: Raw -19450015.064258 + Penalty 5718.269566 = -19444296.794692
  nChanged 2231
		SP:Iteration 14Q (48249.270000 sec): 3 clusters
  Score: Raw -19451378.650548 + Penalty 5718.269566 = -19445660.380982
  nChanged 1944
		SP:Iteration 15Q (48250.350000 sec): 3 clusters
  Score: Raw -19452546.858848 + Penalty 5718.269566 = -19446828.589282
  nChanged 1671
		SP:Iteration 16Q (48251.330000 sec): 3 clusters
  Score: Raw -19453579.023912 + Penalty 5718.269566 = -19447860.754346
  nChanged 1474
		SP:Iteration 17Q (48252.300000 sec): 3 clusters
  Score: Raw -19454525.281251 + Penalty 5718.269566 = -19448807.011685
  nChanged 1193
		SP:Iteration 18Q (48253.270000 sec): 3 clusters
  Score: Raw -19455334.036319 + Penalty 5718.269566 = -19449615.766753
  nChanged 898
		SP:Iteration 19Q (48254.280000 sec): 3 clusters
  Score: Raw -19455954.111235 + Penalty 5718.269566 = -19450235.841669
  nChanged 593
		SP:Iteration 20F (48255.310000 sec): 3 clusters
  Score: Raw -19456395.209093 + Penalty 5718.269566 = -19450676.939527
  nChanged 397
		SP:Iteration 21Q (48256.310000 sec): 3 clusters
  Score: Raw -19456736.678535 + Penalty 5718.269566 = -19451018.408969
  nChanged 253
		SP:Iteration 22Q (48257.260000 sec): 3 clusters
  Score: Raw -19456973.578912 + Penalty 5718.269566 = -19451255.309346
  nChanged 189
		SP:Iteration 23Q (48258.270000 sec): 3 clusters
  Score: Raw -19457176.149676 + Penalty 5718.269566 = -19451457.880110
  nChanged 129
		SP:Iteration 24Q (48259.270000 sec): 3 clusters
  Score: Raw -19457329.004775 + Penalty 5718.269566 = -19451610.735209
  nChanged 104
		SP:Iteration 25Q (48260.260000 sec): 3 clusters
  Score: Raw -19457421.622012 + Penalty 5718.269566 = -19451703.352447
  nChanged 79
		SP:Iteration 26Q (48261.270000 sec): 3 clusters
  Score: Raw -19457478.347026 + Penalty 5718.269566 = -19451760.077460
  nChanged 66
		SP:Iteration 27Q (48262.270000 sec): 3 clusters
  Score: Raw -19457518.903599 + Penalty 5718.269566 = -19451800.634033
  nChanged 49
		SP:Iteration 28Q (48263.270000 sec): 3 clusters
  Score: Raw -19457550.868695 + Penalty 5718.269566 = -19451832.599129
  nChanged 44
		SP:Iteration 29Q (48264.270000 sec): 3 clusters
  Score: Raw -19457576.960405 + Penalty 5718.269566 = -19451858.690839
  nChanged 38
		SP:Iteration 30Q (48265.280000 sec): 3 clusters
  Score: Raw -19457599.913312 + Penalty 5718.269566 = -19451881.643746
  nChanged 40
		SP:Iteration 31Q (48266.280000 sec): 3 clusters
  Score: Raw -19457628.243259 + Penalty 5718.269566 = -19451909.973693
  nChanged 50
		SP:Iteration 32Q (48267.280000 sec): 3 clusters
  Score: Raw -19457668.136162 + Penalty 5718.269566 = -19451949.866596
  nChanged 46
		SP:Iteration 33Q (48268.290000 sec): 3 clusters
  Score: Raw -19457706.433053 + Penalty 5718.269566 = -19451988.163487
  nChanged 47
		SP:Iteration 34Q (48269.290000 sec): 3 clusters
  Score: Raw -19457736.339013 + Penalty 5718.269566 = -19452018.069447
  nChanged 30
		SP:Iteration 35Q (48270.300000 sec): 3 clusters
  Score: Raw -19457751.674594 + Penalty 5718.269566 = -19452033.405028
  nChanged 28
		SP:Iteration 36Q (48271.290000 sec): 3 clusters
  Score: Raw -19457766.553549 + Penalty 5718.269566 = -19452048.283984
  nChanged 16
		SP:Iteration 37Q (48272.220000 sec): 3 clusters
  Score: Raw -19457774.459745 + Penalty 5718.269566 = -19452056.190179
  nChanged 8
		SP:Iteration 38Q (48273.140000 sec): 3 clusters
  Score: Raw -19457778.272258 + Penalty 5718.269566 = -19452060.002692
  nChanged 10
		SP:Iteration 39Q (48274.130000 sec): 3 clusters
  Score: Raw -19457782.520757 + Penalty 5718.269566 = -19452064.251191
  nChanged 8
		SP:Iteration 40F (48275.150000 sec): 3 clusters
  Score: Raw -19457787.454360 + Penalty 5718.269566 = -19452069.184794
  nChanged 16
		SP:Iteration 41Q (48276.140000 sec): 3 clusters
  Score: Raw -19457795.716354 + Penalty 5718.269566 = -19452077.446788
  nChanged 16
		SP:Iteration 42Q (48277.140000 sec): 3 clusters
  Score: Raw -19457803.487501 + Penalty 5718.269566 = -19452085.217935
  nChanged 14
		SP:Iteration 43Q (48278.150000 sec): 3 clusters
  Score: Raw -19457810.149947 + Penalty 5718.269566 = -19452091.880381
  nChanged 13
		SP:Iteration 44Q (48279.160000 sec): 3 clusters
  Score: Raw -19457816.154756 + Penalty 5718.269566 = -19452097.885190
  nChanged 13
		SP:Iteration 45Q (48280.160000 sec): 3 clusters
  Score: Raw -19457820.625757 + Penalty 5718.269566 = -19452102.356191
  nChanged 10
		SP:Iteration 46Q (48281.170000 sec): 3 clusters
  Score: Raw -19457825.599240 + Penalty 5718.269566 = -19452107.329675
  nChanged 9
		SP:Iteration 47Q (48282.080000 sec): 3 clusters
  Score: Raw -19457829.996508 + Penalty 5718.269566 = -19452111.726942
  nChanged 5
		SP:Iteration 48Q (48282.980000 sec): 3 clusters
  Score: Raw -19457832.592567 + Penalty 5718.269566 = -19452114.323001
  nChanged 5
		SP:Iteration 49Q (48283.970000 sec): 3 clusters
  Score: Raw -19457834.924044 + Penalty 5718.269566 = -19452116.654478
  nChanged 5
		SP:Iteration 50Q (48284.980000 sec): 3 clusters
  Score: Raw -19457836.691256 + Penalty 5718.269566 = -19452118.421690
  nChanged 7
		SP:Iteration 51Q (48285.910000 sec): 3 clusters
  Score: Raw -19457840.703439 + Penalty 5718.269566 = -19452122.433873
  nChanged 11
		SP:Iteration 52Q (48286.780000 sec): 3 clusters
  Score: Raw -19457845.463788 + Penalty 5718.269566 = -19452127.194222
  nChanged 4
		SP:Iteration 53Q (48287.790000 sec): 3 clusters
  Score: Raw -19457847.318451 + Penalty 5718.269566 = -19452129.048885
  nChanged 5
		SP:Iteration 54Q (48288.710000 sec): 3 clusters
  Score: Raw -19457849.870639 + Penalty 5718.269566 = -19452131.601073
  nChanged 5
		SP:Iteration 55Q (48289.670000 sec): 3 clusters
  Score: Raw -19457852.090001 + Penalty 5718.269566 = -19452133.820435
  nChanged 3
		SP:Iteration 56Q (48290.640000 sec): 3 clusters
  Score: Raw -19457853.436899 + Penalty 5718.269566 = -19452135.167333
  nChanged 1
		SP:Iteration 57Q (48291.540000 sec): 3 clusters
  Score: Raw -19457853.601066 + Penalty 5718.269566 = -19452135.331500
  nChanged 1
		SP:Iteration 58Q (48292.440000 sec): 3 clusters
  Score: Raw -19457854.222579 + Penalty 5718.269566 = -19452135.953013
  nChanged 1
		SP:Iteration 59Q (48293.400000 sec): 3 clusters
  Score: Raw -19457854.724674 + Penalty 5718.269566 = -19452136.455108
  nChanged 1
		SP:Iteration 60F (48294.530000 sec): 3 clusters
  Score: Raw -19457855.037937 + Penalty 5718.269566 = -19452136.768372
  nChanged 0
Deleting Class 45 (348 points): Lose 3066.759030 but Gain 3262.464713
Iteration 59Q (48357.540000 sec): 50 clusters
  Score: Raw -91346130.381440 + Penalty 159860.770952 = -91186269.610489
  nChanged 5935
Iteration 60F (48450.880000 sec): 50 clusters
  Score: Raw -91357560.524413 + Penalty 159860.770952 = -91197699.753462
  nChanged 5805
Iteration 61Q (48511.440000 sec): 50 clusters
  Score: Raw -91362382.879256 + Penalty 159860.770952 = -91202522.108304
  nChanged 3878
Iteration 62Q (48573.660000 sec): 50 clusters
  Score: Raw -91364028.926456 + Penalty 159860.770952 = -91204168.155505
  nChanged 3025
Iteration 63Q (48636.490000 sec): 50 clusters
  Score: Raw -91365495.012848 + Penalty 159860.770952 = -91205634.241897
  nChanged 2456
Iteration 64Q (48698.840000 sec): 50 clusters
  Score: Raw -91366176.659230 + Penalty 159860.770952 = -91206315.888278
  nChanged 2086
Iteration 65Q (48761.300000 sec): 50 clusters
  Score: Raw -91366776.671348 + Penalty 159860.770952 = -91206915.900397
  nChanged 1850
Iteration 66Q (48822.800000 sec): 50 clusters
  Score: Raw -91367201.572853 + Penalty 159860.770952 = -91207340.801901
  nChanged 1625
Iteration 67Q (48884.230000 sec): 50 clusters
  Score: Raw -91367547.387283 + Penalty 159860.770952 = -91207686.616331
  nChanged 1465
Iteration 68Q (48944.970000 sec): 50 clusters
  Score: Raw -91367836.803784 + Penalty 159860.770952 = -91207976.032832
  nChanged 1333
Iteration 69Q (49006.310000 sec): 50 clusters
  Score: Raw -91368098.652139 + Penalty 159860.770952 = -91208237.881187
  nChanged 1230
Iteration 70Q (49067.820000 sec): 50 clusters
  Score: Raw -91368382.563461 + Penalty 159860.770952 = -91208521.792509
  nChanged 1189
Iteration 71Q (49127.270000 sec): 50 clusters
  Score: Raw -91368620.827568 + Penalty 159860.770952 = -91208760.056617
  nChanged 1055
Iteration 72Q (49188.360000 sec): 50 clusters
  Score: Raw -91368788.438151 + Penalty 159860.770952 = -91208927.667199
  nChanged 912
Iteration 73Q (49249.210000 sec): 50 clusters
  Score: Raw -91368940.993528 + Penalty 159860.770952 = -91209080.222576
  nChanged 836
Iteration 74Q (49310.540000 sec): 50 clusters
  Score: Raw -91369069.726929 + Penalty 159860.770952 = -91209208.955978
  nChanged 799
Iteration 75Q (49373.000000 sec): 50 clusters
  Score: Raw -91369207.606696 + Penalty 159860.770952 = -91209346.835744
  nChanged 788
Iteration 76Q (49435.390000 sec): 50 clusters
  Score: Raw -91369350.907014 + Penalty 159860.770952 = -91209490.136062
  nChanged 756
Iteration 77Q (49497.520000 sec): 50 clusters
  Score: Raw -91369489.955306 + Penalty 159860.770952 = -91209629.184354
  nChanged 697
Iteration 78Q (49559.820000 sec): 50 clusters
  Score: Raw -91369587.190335 + Penalty 159860.770952 = -91209726.419383
  nChanged 651
Iteration 79Q (49622.210000 sec): 50 clusters
  Score: Raw -91369666.775811 + Penalty 159860.770952 = -91209806.004859
  nChanged 544
Iteration 80F (49715.530000 sec): 50 clusters
  Score: Raw -91370650.354764 + Penalty 159860.770952 = -91210789.583812
  nChanged 503
Iteration 81Q (49776.730000 sec): 50 clusters
  Score: Raw -91372167.962434 + Penalty 159860.770952 = -91212307.191482
  nChanged 401
Iteration 82Q (49838.710000 sec): 50 clusters
  Score: Raw -91372497.346990 + Penalty 159860.770952 = -91212636.576038
  nChanged 374
Iteration 83Q (49900.880000 sec): 50 clusters
  Score: Raw -91372717.666449 + Penalty 159860.770952 = -91212856.895497
  nChanged 346
Iteration 84Q (49963.540000 sec): 50 clusters
  Score: Raw -91372914.880799 + Penalty 159860.770952 = -91213054.109847
  nChanged 331
Iteration 85Q (50024.610000 sec): 50 clusters
  Score: Raw -91373579.892034 + Penalty 159860.770952 = -91213719.121082
  nChanged 303
Iteration 86Q (50087.240000 sec): 50 clusters
  Score: Raw -91373742.030854 + Penalty 159860.770952 = -91213881.259902
  nChanged 270
Iteration 87Q (50149.780000 sec): 50 clusters
  Score: Raw -91373917.318283 + Penalty 159860.770952 = -91214056.547331
  nChanged 254
Iteration 88Q (50209.550000 sec): 50 clusters
  Score: Raw -91374151.838959 + Penalty 159860.770952 = -91214291.068007
  nChanged 267
Iteration 89Q (50271.030000 sec): 50 clusters
  Score: Raw -91374310.022913 + Penalty 159860.770952 = -91214449.251961
  nChanged 279
Iteration 90Q (50332.830000 sec): 50 clusters
  Score: Raw -91374366.179573 + Penalty 159860.770952 = -91214505.408621
  nChanged 256
Iteration 91Q (50394.210000 sec): 50 clusters
  Score: Raw -91374407.365958 + Penalty 159860.770952 = -91214546.595007
  nChanged 214
Iteration 92Q (50455.660000 sec): 50 clusters
  Score: Raw -91374427.019193 + Penalty 159860.770952 = -91214566.248242
  nChanged 167
Iteration 93Q (50517.310000 sec): 50 clusters
  Score: Raw -91374435.738557 + Penalty 159860.770952 = -91214574.967605
  nChanged 132
Iteration 94Q (50576.160000 sec): 50 clusters
  Score: Raw -91374441.208949 + Penalty 159860.770952 = -91214580.437997
  nChanged 87
Iteration 95Q (50637.180000 sec): 50 clusters
  Score: Raw -91374445.450628 + Penalty 159860.770952 = -91214584.679676
  nChanged 72
Iteration 96Q (50698.600000 sec): 50 clusters
  Score: Raw -91374450.311189 + Penalty 159860.770952 = -91214589.540237
  nChanged 69
Iteration 97Q (50759.480000 sec): 50 clusters
  Score: Raw -91374453.891356 + Penalty 159860.770952 = -91214593.120404
  nChanged 53
Iteration 98Q (50820.600000 sec): 50 clusters
  Score: Raw -91374459.641791 + Penalty 159860.770952 = -91214598.870839
  nChanged 41
Writing temp clu file 
Because OldScore, -91214593.120404, is greater than current (better) Score,-91214598.870839 
 Compute initial score before splitting:   Score: Raw -91374459.641791 + Penalty 159860.770952 = -91214598.870839
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50820.770000 sec): 2 clusters
  Score: Raw -110061.637198 + Penalty 1584.363229 = -108477.273970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50820.870000 sec): 3 clusters
  Score: Raw -110054.652894 + Penalty 3168.726457 = -106885.926437
  nChanged 107
		SP:Iteration 1F (50820.890000 sec): 3 clusters
  Score: Raw -110225.414581 + Penalty 3168.726457 = -107056.688124
  nChanged 32
		SP:Iteration 2F (50820.900000 sec): 3 clusters
  Score: Raw -110318.974541 + Penalty 3168.726457 = -107150.248084
  nChanged 19
		SP:Iteration 3Q (50820.910000 sec): 3 clusters
  Score: Raw -110426.401557 + Penalty 3168.726457 = -107257.675100
  nChanged 17
		SP:Iteration 4Q (50820.940000 sec): 3 clusters
  Score: Raw -110465.764186 + Penalty 3168.726457 = -107297.037729
  nChanged 6
		SP:Iteration 5Q (50820.960000 sec): 3 clusters
  Score: Raw -110481.793939 + Penalty 3168.726457 = -107313.067481
  nChanged 4
		SP:Iteration 6Q (50820.990000 sec): 3 clusters
  Score: Raw -110489.636194 + Penalty 3168.726457 = -107320.909737
  nChanged 4
		SP:Iteration 7Q (50821.010000 sec): 3 clusters
  Score: Raw -110497.232843 + Penalty 3168.726457 = -107328.506385
  nChanged 3
		SP:Iteration 8Q (50821.030000 sec): 3 clusters
  Score: Raw -110499.776918 + Penalty 3168.726457 = -107331.050461
  nChanged 0
		SP:Iteration 9F (50821.050000 sec): 3 clusters
  Score: Raw -110499.776918 + Penalty 3168.726457 = -107331.050461
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 2 (922 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50821.090000 sec): 2 clusters
  Score: Raw -152011.456375 + Penalty 1692.983215 = -150318.473159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50821.130000 sec): 3 clusters
  Score: Raw -151887.002202 + Penalty 3385.966431 = -148501.035771
  nChanged 253
		SP:Iteration 1F (50821.160000 sec): 3 clusters
  Score: Raw -152265.237652 + Penalty 3385.966431 = -148879.271221
  nChanged 95
		SP:Iteration 2F (50821.190000 sec): 3 clusters
  Score: Raw -152498.211850 + Penalty 3385.966431 = -149112.245419
  nChanged 80
		SP:Iteration 3F (50821.220000 sec): 3 clusters
  Score: Raw -152680.178362 + Penalty 3385.966431 = -149294.211931
  nChanged 48
		SP:Iteration 4F (50821.250000 sec): 3 clusters
  Score: Raw -152792.462468 + Penalty 3385.966431 = -149406.496037
  nChanged 33
		SP:Iteration 5Q (50821.280000 sec): 3 clusters
  Score: Raw -152875.410921 + Penalty 3385.966431 = -149489.444490
  nChanged 26
		SP:Iteration 6Q (50821.310000 sec): 3 clusters
  Score: Raw -152938.488148 + Penalty 3385.966431 = -149552.521717
  nChanged 22
		SP:Iteration 7Q (50821.340000 sec): 3 clusters
  Score: Raw -153008.782128 + Penalty 3385.966431 = -149622.815697
  nChanged 19
		SP:Iteration 8Q (50821.370000 sec): 3 clusters
  Score: Raw -153089.958525 + Penalty 3385.966431 = -149703.992094
  nChanged 29
		SP:Iteration 9Q (50821.400000 sec): 3 clusters
  Score: Raw -153214.483575 + Penalty 3385.966431 = -149828.517144
  nChanged 30
		SP:Iteration 10Q (50821.430000 sec): 3 clusters
  Score: Raw -153343.039549 + Penalty 3385.966431 = -149957.073118
  nChanged 39
		SP:Iteration 11Q (50821.460000 sec): 3 clusters
  Score: Raw -153497.455317 + Penalty 3385.966431 = -150111.488887
  nChanged 27
		SP:Iteration 12Q (50821.490000 sec): 3 clusters
  Score: Raw -153592.606478 + Penalty 3385.966431 = -150206.640047
  nChanged 22
		SP:Iteration 13Q (50821.520000 sec): 3 clusters
  Score: Raw -153658.674424 + Penalty 3385.966431 = -150272.707993
  nChanged 16
		SP:Iteration 14Q (50821.550000 sec): 3 clusters
  Score: Raw -153705.287272 + Penalty 3385.966431 = -150319.320841
  nChanged 15
		SP:Iteration 15Q (50821.590000 sec): 3 clusters
  Score: Raw -153753.648923 + Penalty 3385.966431 = -150367.682492
  nChanged 13
		SP:Iteration 16Q (50821.610000 sec): 3 clusters
  Score: Raw -153795.150701 + Penalty 3385.966431 = -150409.184270
  nChanged 16
		SP:Iteration 17Q (50821.650000 sec): 3 clusters
  Score: Raw -153845.497085 + Penalty 3385.966431 = -150459.530654
  nChanged 9
		SP:Iteration 18Q (50821.670000 sec): 3 clusters
  Score: Raw -153862.171866 + Penalty 3385.966431 = -150476.205435
  nChanged 3
		SP:Iteration 19Q (50821.710000 sec): 3 clusters
  Score: Raw -153868.684693 + Penalty 3385.966431 = -150482.718262
  nChanged 2
		SP:Iteration 20F (50821.740000 sec): 3 clusters
  Score: Raw -153876.117155 + Penalty 3385.966431 = -150490.150724
  nChanged 2
		SP:Iteration 21Q (50821.770000 sec): 3 clusters
  Score: Raw -153879.653830 + Penalty 3385.966431 = -150493.687399
  nChanged 2
		SP:Iteration 22Q (50821.800000 sec): 3 clusters
  Score: Raw -153882.282074 + Penalty 3385.966431 = -150496.315643
  nChanged 1
		SP:Iteration 23Q (50821.830000 sec): 3 clusters
  Score: Raw -153883.933882 + Penalty 3385.966431 = -150497.967451
  nChanged 0
		SP:Iteration 24F (50821.860000 sec): 3 clusters
  Score: Raw -153883.933882 + Penalty 3385.966431 = -150497.967451
  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 3.87 GB.

 Trying to split cluster 3 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50821.900000 sec): 2 clusters
  Score: Raw -39386.755414 + Penalty 1376.170869 = -38010.584545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50821.910000 sec): 3 clusters
  Score: Raw -39520.511446 + Penalty 2752.341738 = -36768.169707
  nChanged 29
		SP:Iteration 1F (50821.920000 sec): 3 clusters
  Score: Raw -39626.789369 + Penalty 2752.341738 = -36874.447631
  nChanged 6
		SP:Iteration 2Q (50821.930000 sec): 3 clusters
  Score: Raw -39662.625365 + Penalty 2752.341738 = -36910.283627
  nChanged 1
		SP:Iteration 3Q (50821.930000 sec): 3 clusters
  Score: Raw -39664.221356 + Penalty 2752.341738 = -36911.879618
  nChanged 0
		SP:Iteration 4F (50821.940000 sec): 3 clusters
  Score: Raw -39664.221356 + Penalty 2752.341738 = -36911.879618
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50821.990000 sec): 2 clusters
  Score: Raw -171856.620549 + Penalty 1717.547609 = -170139.072940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50822.010000 sec): 3 clusters
  Score: Raw -171648.890381 + Penalty 3435.095218 = -168213.795163
  nChanged 247
		SP:Iteration 1F (50822.050000 sec): 3 clusters
  Score: Raw -171959.927661 + Penalty 3435.095218 = -168524.832443
  nChanged 67
		SP:Iteration 2F (50822.080000 sec): 3 clusters
  Score: Raw -172058.598134 + Penalty 3435.095218 = -168623.502916
  nChanged 36
		SP:Iteration 3Q (50822.110000 sec): 3 clusters
  Score: Raw -172124.461123 + Penalty 3435.095218 = -168689.365905
  nChanged 32
		SP:Iteration 4Q (50822.140000 sec): 3 clusters
  Score: Raw -172171.667015 + Penalty 3435.095218 = -168736.571797
  nChanged 18
		SP:Iteration 5Q (50822.170000 sec): 3 clusters
  Score: Raw -172195.057412 + Penalty 3435.095218 = -168759.962194
  nChanged 18
		SP:Iteration 6Q (50822.210000 sec): 3 clusters
  Score: Raw -172219.138444 + Penalty 3435.095218 = -168784.043227
  nChanged 9
		SP:Iteration 7Q (50822.240000 sec): 3 clusters
  Score: Raw -172229.776933 + Penalty 3435.095218 = -168794.681715
  nChanged 7
		SP:Iteration 8Q (50822.270000 sec): 3 clusters
  Score: Raw -172240.244022 + Penalty 3435.095218 = -168805.148805
  nChanged 7
		SP:Iteration 9Q (50822.300000 sec): 3 clusters
  Score: Raw -172247.464447 + Penalty 3435.095218 = -168812.369230
  nChanged 0
		SP:Iteration 10F (50822.330000 sec): 3 clusters
  Score: Raw -172247.464447 + Penalty 3435.095218 = -168812.369230
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 5 (360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50822.360000 sec): 2 clusters
  Score: Raw -40789.925989 + Penalty 1459.753800 = -39330.172189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50822.380000 sec): 3 clusters
  Score: Raw -41100.250900 + Penalty 2919.507600 = -38180.743301
  nChanged 73
		SP:Iteration 1F (50822.390000 sec): 3 clusters
  Score: Raw -41363.687636 + Penalty 2919.507600 = -38444.180037
  nChanged 39
		SP:Iteration 2F (50822.410000 sec): 3 clusters
  Score: Raw -41532.631086 + Penalty 2919.507600 = -38613.123486
  nChanged 22
		SP:Iteration 3F (50822.420000 sec): 3 clusters
  Score: Raw -41685.365060 + Penalty 2919.507600 = -38765.857461
  nChanged 12
		SP:Iteration 4Q (50822.440000 sec): 3 clusters
  Score: Raw -41772.981494 + Penalty 2919.507600 = -38853.473894
  nChanged 7
		SP:Iteration 5Q (50822.450000 sec): 3 clusters
  Score: Raw -41839.237815 + Penalty 2919.507600 = -38919.730215
  nChanged 8
		SP:Iteration 6Q (50822.460000 sec): 3 clusters
  Score: Raw -41915.432002 + Penalty 2919.507600 = -38995.924402
  nChanged 3
		SP:Iteration 7Q (50822.480000 sec): 3 clusters
  Score: Raw -41998.285631 + Penalty 2919.507600 = -39078.778031
  nChanged 2
		SP:Iteration 8Q (50822.500000 sec): 3 clusters
  Score: Raw -42013.421248 + Penalty 2919.507600 = -39093.913649
  nChanged 2
		SP:Iteration 9Q (50822.510000 sec): 3 clusters
  Score: Raw -42022.242023 + Penalty 2919.507600 = -39102.734423
  nChanged 1
		SP:Iteration 10Q (50822.520000 sec): 3 clusters
  Score: Raw -42049.722607 + Penalty 2919.507600 = -39130.215008
  nChanged 0
		SP:Iteration 11F (50822.550000 sec): 3 clusters
  Score: Raw -42050.965424 + Penalty 2919.507600 = -39131.457824
  nChanged 1
		SP:Iteration 12Q (50822.550000 sec): 3 clusters
  Score: Raw -42061.192663 + Penalty 2919.507600 = -39141.685063
  nChanged 0
		SP:Iteration 13F (50822.570000 sec): 3 clusters
  Score: Raw -42061.192663 + Penalty 2919.507600 = -39141.685063
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 6 (555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50822.610000 sec): 2 clusters
  Score: Raw -88106.262886 + Penalty 1567.104092 = -86539.158794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50822.630000 sec): 3 clusters
  Score: Raw -88233.399263 + Penalty 3134.208184 = -85099.191079
  nChanged 124
		SP:Iteration 1F (50822.650000 sec): 3 clusters
  Score: Raw -88520.925630 + Penalty 3134.208184 = -85386.717446
  nChanged 38
		SP:Iteration 2F (50822.670000 sec): 3 clusters
  Score: Raw -88638.419547 + Penalty 3134.208184 = -85504.211362
  nChanged 29
		SP:Iteration 3F (50822.700000 sec): 3 clusters
  Score: Raw -88791.488378 + Penalty 3134.208184 = -85657.280194
  nChanged 27
		SP:Iteration 4Q (50822.720000 sec): 3 clusters
  Score: Raw -88934.415731 + Penalty 3134.208184 = -85800.207547
  nChanged 17
		SP:Iteration 5Q (50822.750000 sec): 3 clusters
  Score: Raw -89012.878874 + Penalty 3134.208184 = -85878.670689
  nChanged 6
		SP:Iteration 6Q (50822.770000 sec): 3 clusters
  Score: Raw -89041.847955 + Penalty 3134.208184 = -85907.639771
  nChanged 8
		SP:Iteration 7Q (50822.790000 sec): 3 clusters
  Score: Raw -89067.944339 + Penalty 3134.208184 = -85933.736155
  nChanged 7
		SP:Iteration 8Q (50822.810000 sec): 3 clusters
  Score: Raw -89092.782675 + Penalty 3134.208184 = -85958.574491
  nChanged 6
		SP:Iteration 9Q (50822.840000 sec): 3 clusters
  Score: Raw -89108.427402 + Penalty 3134.208184 = -85974.219218
  nChanged 1
		SP:Iteration 10Q (50822.860000 sec): 3 clusters
  Score: Raw -89113.518899 + Penalty 3134.208184 = -85979.310715
  nChanged 4
		SP:Iteration 11Q (50822.880000 sec): 3 clusters
  Score: Raw -89126.236143 + Penalty 3134.208184 = -85992.027958
  nChanged 1
		SP:Iteration 12Q (50822.910000 sec): 3 clusters
  Score: Raw -89130.195261 + Penalty 3134.208184 = -85995.987077
  nChanged 2
		SP:Iteration 13Q (50822.930000 sec): 3 clusters
  Score: Raw -89141.920166 + Penalty 3134.208184 = -86007.711982
  nChanged 2
		SP:Iteration 14Q (50822.950000 sec): 3 clusters
  Score: Raw -89155.549049 + Penalty 3134.208184 = -86021.340864
  nChanged 2
		SP:Iteration 15Q (50822.970000 sec): 3 clusters
  Score: Raw -89162.639976 + Penalty 3134.208184 = -86028.431792
  nChanged 2
		SP:Iteration 16Q (50823.000000 sec): 3 clusters
  Score: Raw -89165.691782 + Penalty 3134.208184 = -86031.483598
  nChanged 0
		SP:Iteration 17F (50823.020000 sec): 3 clusters
  Score: Raw -89167.757977 + Penalty 3134.208184 = -86033.549792
  nChanged 1
		SP:Iteration 18Q (50823.040000 sec): 3 clusters
  Score: Raw -89188.601441 + Penalty 3134.208184 = -86054.393257
  nChanged 2
		SP:Iteration 19Q (50823.070000 sec): 3 clusters
  Score: Raw -89203.892308 + Penalty 3134.208184 = -86069.684124
  nChanged 4
		SP:Iteration 20F (50823.100000 sec): 3 clusters
  Score: Raw -89217.382569 + Penalty 3134.208184 = -86083.174385
  nChanged 3
		SP:Iteration 21Q (50823.120000 sec): 3 clusters
  Score: Raw -89234.011000 + Penalty 3134.208184 = -86099.802815
  nChanged 2
		SP:Iteration 22Q (50823.140000 sec): 3 clusters
  Score: Raw -89247.194019 + Penalty 3134.208184 = -86112.985834
  nChanged 2
		SP:Iteration 23Q (50823.160000 sec): 3 clusters
  Score: Raw -89250.748250 + Penalty 3134.208184 = -86116.540066
  nChanged 2
		SP:Iteration 24Q (50823.190000 sec): 3 clusters
  Score: Raw -89255.796359 + Penalty 3134.208184 = -86121.588175
  nChanged 1
		SP:Iteration 25Q (50823.210000 sec): 3 clusters
  Score: Raw -89266.227834 + Penalty 3134.208184 = -86132.019650
  nChanged 1
		SP:Iteration 26Q (50823.230000 sec): 3 clusters
  Score: Raw -89273.342806 + Penalty 3134.208184 = -86139.134621
  nChanged 3
		SP:Iteration 27Q (50823.260000 sec): 3 clusters
  Score: Raw -89279.217366 + Penalty 3134.208184 = -86145.009181
  nChanged 2
		SP:Iteration 28Q (50823.280000 sec): 3 clusters
  Score: Raw -89284.469443 + Penalty 3134.208184 = -86150.261258
  nChanged 0
		SP:Iteration 29F (50823.300000 sec): 3 clusters
  Score: Raw -89284.469443 + Penalty 3134.208184 = -86150.261258
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (3772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50823.380000 sec): 2 clusters
  Score: Raw -664939.400793 + Penalty 2042.369440 = -662897.031354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50823.460000 sec): 3 clusters
  Score: Raw -663252.153997 + Penalty 4084.738879 = -659167.415117
  nChanged 1374
		SP:Iteration 1F (50823.540000 sec): 3 clusters
  Score: Raw -664107.470702 + Penalty 4084.738879 = -660022.731823
  nChanged 287
		SP:Iteration 2F (50823.630000 sec): 3 clusters
  Score: Raw -664283.462194 + Penalty 4084.738879 = -660198.723314
  nChanged 191
		SP:Iteration 3F (50823.810000 sec): 3 clusters
  Score: Raw -664405.703092 + Penalty 4084.738879 = -660320.964212
  nChanged 140
		SP:Iteration 4Q (50823.980000 sec): 3 clusters
  Score: Raw -664497.358985 + Penalty 4084.738879 = -660412.620106
  nChanged 127
		SP:Iteration 5Q (50824.160000 sec): 3 clusters
  Score: Raw -664572.558103 + Penalty 4084.738879 = -660487.819224
  nChanged 101
		SP:Iteration 6Q (50824.330000 sec): 3 clusters
  Score: Raw -664636.221183 + Penalty 4084.738879 = -660551.482304
  nChanged 94
		SP:Iteration 7Q (50824.510000 sec): 3 clusters
  Score: Raw -664695.754559 + Penalty 4084.738879 = -660611.015679
  nChanged 87
		SP:Iteration 8Q (50824.680000 sec): 3 clusters
  Score: Raw -664744.684056 + Penalty 4084.738879 = -660659.945177
  nChanged 74
		SP:Iteration 9Q (50824.860000 sec): 3 clusters
  Score: Raw -664786.290909 + Penalty 4084.738879 = -660701.552030
  nChanged 71
		SP:Iteration 10Q (50825.040000 sec): 3 clusters
  Score: Raw -664824.024768 + Penalty 4084.738879 = -660739.285888
  nChanged 72
		SP:Iteration 11Q (50825.210000 sec): 3 clusters
  Score: Raw -664862.473504 + Penalty 4084.738879 = -660777.734625
  nChanged 67
		SP:Iteration 12Q (50825.380000 sec): 3 clusters
  Score: Raw -664896.183271 + Penalty 4084.738879 = -660811.444392
  nChanged 55
		SP:Iteration 13Q (50825.560000 sec): 3 clusters
  Score: Raw -664926.812943 + Penalty 4084.738879 = -660842.074064
  nChanged 55
		SP:Iteration 14Q (50825.740000 sec): 3 clusters
  Score: Raw -664955.401500 + Penalty 4084.738879 = -660870.662620
  nChanged 44
		SP:Iteration 15Q (50825.910000 sec): 3 clusters
  Score: Raw -664977.589437 + Penalty 4084.738879 = -660892.850558
  nChanged 42
		SP:Iteration 16Q (50826.090000 sec): 3 clusters
  Score: Raw -664999.209837 + Penalty 4084.738879 = -660914.470958
  nChanged 41
		SP:Iteration 17Q (50826.310000 sec): 3 clusters
  Score: Raw -665018.341497 + Penalty 4084.738879 = -660933.602618
  nChanged 31
		SP:Iteration 18Q (50826.480000 sec): 3 clusters
  Score: Raw -665033.131287 + Penalty 4084.738879 = -660948.392407
  nChanged 35
		SP:Iteration 19Q (50826.660000 sec): 3 clusters
  Score: Raw -665053.228645 + Penalty 4084.738879 = -660968.489766
  nChanged 21
		SP:Iteration 20F (50826.840000 sec): 3 clusters
  Score: Raw -665062.949589 + Penalty 4084.738879 = -660978.210710
  nChanged 26
		SP:Iteration 21Q (50827.010000 sec): 3 clusters
  Score: Raw -665074.284503 + Penalty 4084.738879 = -660989.545624
  nChanged 19
		SP:Iteration 22Q (50827.180000 sec): 3 clusters
  Score: Raw -665081.738252 + Penalty 4084.738879 = -660996.999372
  nChanged 17
		SP:Iteration 23Q (50827.330000 sec): 3 clusters
  Score: Raw -665089.821045 + Penalty 4084.738879 = -661005.082165
  nChanged 17
		SP:Iteration 24Q (50827.420000 sec): 3 clusters
  Score: Raw -665098.093427 + Penalty 4084.738879 = -661013.354548
  nChanged 16
		SP:Iteration 25Q (50827.510000 sec): 3 clusters
  Score: Raw -665105.698377 + Penalty 4084.738879 = -661020.959498
  nChanged 14
		SP:Iteration 26Q (50827.590000 sec): 3 clusters
  Score: Raw -665112.369007 + Penalty 4084.738879 = -661027.630128
  nChanged 18
		SP:Iteration 27Q (50827.680000 sec): 3 clusters
  Score: Raw -665121.592921 + Penalty 4084.738879 = -661036.854041
  nChanged 16
		SP:Iteration 28Q (50827.760000 sec): 3 clusters
  Score: Raw -665127.375237 + Penalty 4084.738879 = -661042.636358
  nChanged 12
		SP:Iteration 29Q (50827.850000 sec): 3 clusters
  Score: Raw -665132.871541 + Penalty 4084.738879 = -661048.132661
  nChanged 9
		SP:Iteration 30Q (50828.070000 sec): 3 clusters
  Score: Raw -665138.604663 + Penalty 4084.738879 = -661053.865783
  nChanged 15
		SP:Iteration 31Q (50828.240000 sec): 3 clusters
  Score: Raw -665147.408116 + Penalty 4084.738879 = -661062.669237
  nChanged 12
		SP:Iteration 32Q (50828.320000 sec): 3 clusters
  Score: Raw -665152.842498 + Penalty 4084.738879 = -661068.103619
  nChanged 9
		SP:Iteration 33Q (50828.410000 sec): 3 clusters
  Score: Raw -665156.892291 + Penalty 4084.738879 = -661072.153412
  nChanged 6
		SP:Iteration 34Q (50828.490000 sec): 3 clusters
  Score: Raw -665160.424987 + Penalty 4084.738879 = -661075.686108
  nChanged 3
		SP:Iteration 35Q (50828.580000 sec): 3 clusters
  Score: Raw -665161.765980 + Penalty 4084.738879 = -661077.027100
  nChanged 6
		SP:Iteration 36Q (50828.660000 sec): 3 clusters
  Score: Raw -665165.025847 + Penalty 4084.738879 = -661080.286968
  nChanged 8
		SP:Iteration 37Q (50828.750000 sec): 3 clusters
  Score: Raw -665168.407217 + Penalty 4084.738879 = -661083.668338
  nChanged 5
		SP:Iteration 38Q (50828.840000 sec): 3 clusters
  Score: Raw -665171.613170 + Penalty 4084.738879 = -661086.874290
  nChanged 6
		SP:Iteration 39Q (50828.920000 sec): 3 clusters
  Score: Raw -665174.635507 + Penalty 4084.738879 = -661089.896627
  nChanged 7
		SP:Iteration 40F (50829.040000 sec): 3 clusters
  Score: Raw -665179.495941 + Penalty 4084.738879 = -661094.757062
  nChanged 7
		SP:Iteration 41Q (50829.120000 sec): 3 clusters
  Score: Raw -665182.330917 + Penalty 4084.738879 = -661097.592038
  nChanged 6
		SP:Iteration 42Q (50829.200000 sec): 3 clusters
  Score: Raw -665186.179896 + Penalty 4084.738879 = -661101.441017
  nChanged 9
		SP:Iteration 43Q (50829.280000 sec): 3 clusters
  Score: Raw -665189.994924 + Penalty 4084.738879 = -661105.256044
  nChanged 7
		SP:Iteration 44Q (50829.360000 sec): 3 clusters
  Score: Raw -665192.133394 + Penalty 4084.738879 = -661107.394515
  nChanged 5
		SP:Iteration 45Q (50829.440000 sec): 3 clusters
  Score: Raw -665193.967825 + Penalty 4084.738879 = -661109.228945
  nChanged 5
		SP:Iteration 46Q (50829.530000 sec): 3 clusters
  Score: Raw -665195.711483 + Penalty 4084.738879 = -661110.972604
  nChanged 3
		SP:Iteration 47Q (50829.610000 sec): 3 clusters
  Score: Raw -665196.894227 + Penalty 4084.738879 = -661112.155347
  nChanged 5
		SP:Iteration 48Q (50829.700000 sec): 3 clusters
  Score: Raw -665199.034492 + Penalty 4084.738879 = -661114.295612
  nChanged 6
		SP:Iteration 49Q (50829.780000 sec): 3 clusters
  Score: Raw -665200.903402 + Penalty 4084.738879 = -661116.164522
  nChanged 4
		SP:Iteration 50Q (50829.870000 sec): 3 clusters
  Score: Raw -665202.663127 + Penalty 4084.738879 = -661117.924248
  nChanged 5
		SP:Iteration 51Q (50830.040000 sec): 3 clusters
  Score: Raw -665204.420891 + Penalty 4084.738879 = -661119.682012
  nChanged 2
		SP:Iteration 52Q (50830.160000 sec): 3 clusters
  Score: Raw -665205.087524 + Penalty 4084.738879 = -661120.348645
  nChanged 2
		SP:Iteration 53Q (50830.340000 sec): 3 clusters
  Score: Raw -665205.876057 + Penalty 4084.738879 = -661121.137177
  nChanged 0
		SP:Iteration 54F (50830.520000 sec): 3 clusters
  Score: Raw -665205.876057 + Penalty 4084.738879 = -661121.137177
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 8 (97064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50831.200000 sec): 2 clusters
  Score: Raw -17284378.122753 + Penalty 2847.815207 = -17281530.307547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50832.260000 sec): 3 clusters
  Score: Raw -17222298.366325 + Penalty 5695.630414 = -17216602.735911
  nChanged 45832
		SP:Iteration 1F (50833.250000 sec): 3 clusters
  Score: Raw -17248840.210145 + Penalty 5695.630414 = -17243144.579732
  nChanged 3546
		SP:Iteration 2Q (50834.370000 sec): 3 clusters
  Score: Raw -17249875.578819 + Penalty 5695.630414 = -17244179.948405
  nChanged 3841
		SP:Iteration 3Q (50835.480000 sec): 3 clusters
  Score: Raw -17251170.708534 + Penalty 5695.630414 = -17245475.078120
  nChanged 4133
		SP:Iteration 4Q (50836.580000 sec): 3 clusters
  Score: Raw -17252852.806532 + Penalty 5695.630414 = -17247157.176118
  nChanged 4610
		SP:Iteration 5Q (50837.600000 sec): 3 clusters
  Score: Raw -17254943.593905 + Penalty 5695.630414 = -17249247.963491
  nChanged 4891
		SP:Iteration 6F (50838.660000 sec): 3 clusters
  Score: Raw -17257339.648269 + Penalty 5695.630414 = -17251644.017856
  nChanged 5060
		SP:Iteration 7F (50839.730000 sec): 3 clusters
  Score: Raw -17259804.947729 + Penalty 5695.630414 = -17254109.317315
  nChanged 4906
		SP:Iteration 8F (50840.810000 sec): 3 clusters
  Score: Raw -17262059.556670 + Penalty 5695.630414 = -17256363.926256
  nChanged 4470
		SP:Iteration 9Q (50841.790000 sec): 3 clusters
  Score: Raw -17263950.769937 + Penalty 5695.630414 = -17258255.139524
  nChanged 3934
		SP:Iteration 10Q (50842.810000 sec): 3 clusters
  Score: Raw -17265544.296199 + Penalty 5695.630414 = -17259848.665786
  nChanged 3486
		SP:Iteration 11Q (50843.840000 sec): 3 clusters
  Score: Raw -17266880.883882 + Penalty 5695.630414 = -17261185.253469
  nChanged 3042
		SP:Iteration 12Q (50844.910000 sec): 3 clusters
  Score: Raw -17267956.238082 + Penalty 5695.630414 = -17262260.607668
  nChanged 2684
		SP:Iteration 13Q (50845.970000 sec): 3 clusters
  Score: Raw -17268890.634606 + Penalty 5695.630414 = -17263195.004193
  nChanged 2362
		SP:Iteration 14Q (50847.030000 sec): 3 clusters
  Score: Raw -17269613.586806 + Penalty 5695.630414 = -17263917.956393
  nChanged 1987
		SP:Iteration 15Q (50848.100000 sec): 3 clusters
  Score: Raw -17270147.586655 + Penalty 5695.630414 = -17264451.956242
  nChanged 1537
		SP:Iteration 16Q (50849.170000 sec): 3 clusters
  Score: Raw -17270472.591268 + Penalty 5695.630414 = -17264776.960855
  nChanged 1174
		SP:Iteration 17Q (50850.230000 sec): 3 clusters
  Score: Raw -17270693.452054 + Penalty 5695.630414 = -17264997.821640
  nChanged 898
		SP:Iteration 18Q (50851.230000 sec): 3 clusters
  Score: Raw -17270827.208360 + Penalty 5695.630414 = -17265131.577946
  nChanged 712
		SP:Iteration 19Q (50852.340000 sec): 3 clusters
  Score: Raw -17270911.840163 + Penalty 5695.630414 = -17265216.209749
  nChanged 573
		SP:Iteration 20F (50853.330000 sec): 3 clusters
  Score: Raw -17270975.773633 + Penalty 5695.630414 = -17265280.143220
  nChanged 507
		SP:Iteration 21Q (50854.440000 sec): 3 clusters
  Score: Raw -17271033.475011 + Penalty 5695.630414 = -17265337.844598
  nChanged 503
		SP:Iteration 22Q (50855.510000 sec): 3 clusters
  Score: Raw -17271087.787300 + Penalty 5695.630414 = -17265392.156886
  nChanged 513
		SP:Iteration 23Q (50856.570000 sec): 3 clusters
  Score: Raw -17271138.704537 + Penalty 5695.630414 = -17265443.074124
  nChanged 508
		SP:Iteration 24Q (50857.670000 sec): 3 clusters
  Score: Raw -17271193.298056 + Penalty 5695.630414 = -17265497.667643
  nChanged 509
		SP:Iteration 25Q (50858.790000 sec): 3 clusters
  Score: Raw -17271249.727728 + Penalty 5695.630414 = -17265554.097314
  nChanged 537
		SP:Iteration 26Q (50859.860000 sec): 3 clusters
  Score: Raw -17271310.149005 + Penalty 5695.630414 = -17265614.518592
  nChanged 557
		SP:Iteration 27Q (50860.930000 sec): 3 clusters
  Score: Raw -17271373.574759 + Penalty 5695.630414 = -17265677.944346
  nChanged 564
		SP:Iteration 28Q (50862.030000 sec): 3 clusters
  Score: Raw -17271432.846572 + Penalty 5695.630414 = -17265737.216158
  nChanged 573
		SP:Iteration 29Q (50863.080000 sec): 3 clusters
  Score: Raw -17271490.096561 + Penalty 5695.630414 = -17265794.466147
  nChanged 558
		SP:Iteration 30Q (50864.070000 sec): 3 clusters
  Score: Raw -17271547.381957 + Penalty 5695.630414 = -17265851.751543
  nChanged 564
		SP:Iteration 31Q (50865.180000 sec): 3 clusters
  Score: Raw -17271610.060383 + Penalty 5695.630414 = -17265914.429970
  nChanged 609
		SP:Iteration 32Q (50866.280000 sec): 3 clusters
  Score: Raw -17271674.807052 + Penalty 5695.630414 = -17265979.176639
  nChanged 626
		SP:Iteration 33Q (50867.350000 sec): 3 clusters
  Score: Raw -17271750.218503 + Penalty 5695.630414 = -17266054.588089
  nChanged 689
		SP:Iteration 34Q (50868.420000 sec): 3 clusters
  Score: Raw -17271835.770561 + Penalty 5695.630414 = -17266140.140147
  nChanged 724
		SP:Iteration 35Q (50869.430000 sec): 3 clusters
  Score: Raw -17271930.173650 + Penalty 5695.630414 = -17266234.543237
  nChanged 752
		SP:Iteration 36Q (50870.410000 sec): 3 clusters
  Score: Raw -17272032.932365 + Penalty 5695.630414 = -17266337.301951
  nChanged 743
		SP:Iteration 37Q (50871.430000 sec): 3 clusters
  Score: Raw -17272129.387884 + Penalty 5695.630414 = -17266433.757470
  nChanged 760
		SP:Iteration 38Q (50872.430000 sec): 3 clusters
  Score: Raw -17272240.799136 + Penalty 5695.630414 = -17266545.168723
  nChanged 862
		SP:Iteration 39Q (50873.400000 sec): 3 clusters
  Score: Raw -17272376.543039 + Penalty 5695.630414 = -17266680.912626
  nChanged 906
		SP:Iteration 40F (50874.430000 sec): 3 clusters
  Score: Raw -17272529.242065 + Penalty 5695.630414 = -17266833.611651
  nChanged 997
		SP:Iteration 41Q (50875.430000 sec): 3 clusters
  Score: Raw -17272710.333096 + Penalty 5695.630414 = -17267014.702682
  nChanged 1042
		SP:Iteration 42Q (50876.490000 sec): 3 clusters
  Score: Raw -17272906.071593 + Penalty 5695.630414 = -17267210.441179
  nChanged 1114
		SP:Iteration 43Q (50877.540000 sec): 3 clusters
  Score: Raw -17273134.909658 + Penalty 5695.630414 = -17267439.279244
  nChanged 1206
		SP:Iteration 44Q (50878.550000 sec): 3 clusters
  Score: Raw -17273406.325105 + Penalty 5695.630414 = -17267710.694692
  nChanged 1249
		SP:Iteration 45Q (50879.570000 sec): 3 clusters
  Score: Raw -17273700.804244 + Penalty 5695.630414 = -17268005.173830
  nChanged 1315
		SP:Iteration 46Q (50880.590000 sec): 3 clusters
  Score: Raw -17274038.812893 + Penalty 5695.630414 = -17268343.182479
  nChanged 1413
		SP:Iteration 47Q (50881.640000 sec): 3 clusters
  Score: Raw -17274431.141460 + Penalty 5695.630414 = -17268735.511046
  nChanged 1463
		SP:Iteration 48Q (50882.710000 sec): 3 clusters
  Score: Raw -17274844.135559 + Penalty 5695.630414 = -17269148.505145
  nChanged 1524
		SP:Iteration 49Q (50883.790000 sec): 3 clusters
  Score: Raw -17275309.741832 + Penalty 5695.630414 = -17269614.111418
  nChanged 1590
		SP:Iteration 50Q (50884.860000 sec): 3 clusters
  Score: Raw -17275850.870399 + Penalty 5695.630414 = -17270155.239985
  nChanged 1633
		SP:Iteration 51Q (50885.930000 sec): 3 clusters
  Score: Raw -17276423.679386 + Penalty 5695.630414 = -17270728.048972
  nChanged 1627
		SP:Iteration 52Q (50886.970000 sec): 3 clusters
  Score: Raw -17277008.771720 + Penalty 5695.630414 = -17271313.141306
  nChanged 1639
		SP:Iteration 53Q (50887.950000 sec): 3 clusters
  Score: Raw -17277628.286437 + Penalty 5695.630414 = -17271932.656023
  nChanged 1642
		SP:Iteration 54Q (50888.920000 sec): 3 clusters
  Score: Raw -17278274.706215 + Penalty 5695.630414 = -17272579.075801
  nChanged 1561
		SP:Iteration 55Q (50889.930000 sec): 3 clusters
  Score: Raw -17278909.420524 + Penalty 5695.630414 = -17273213.790110
  nChanged 1533
		SP:Iteration 56Q (50890.960000 sec): 3 clusters
  Score: Raw -17279571.644503 + Penalty 5695.630414 = -17273876.014089
  nChanged 1468
		SP:Iteration 57Q (50891.950000 sec): 3 clusters
  Score: Raw -17280208.234388 + Penalty 5695.630414 = -17274512.603975
  nChanged 1343
		SP:Iteration 58Q (50892.950000 sec): 3 clusters
  Score: Raw -17280781.084056 + Penalty 5695.630414 = -17275085.453643
  nChanged 1158
		SP:Iteration 59Q (50893.950000 sec): 3 clusters
  Score: Raw -17281257.393846 + Penalty 5695.630414 = -17275561.763432
  nChanged 1115
		SP:Iteration 60F (50894.990000 sec): 3 clusters
  Score: Raw -17281724.232844 + Penalty 5695.630414 = -17276028.602430
  nChanged 964
		SP:Iteration 61Q (50895.990000 sec): 3 clusters
  Score: Raw -17282124.987097 + Penalty 5695.630414 = -17276429.356684
  nChanged 857
		SP:Iteration 62Q (50896.990000 sec): 3 clusters
  Score: Raw -17282462.688609 + Penalty 5695.630414 = -17276767.058196
  nChanged 756
		SP:Iteration 63Q (50897.950000 sec): 3 clusters
  Score: Raw -17282755.007787 + Penalty 5695.630414 = -17277059.377373
  nChanged 660
		SP:Iteration 64Q (50898.830000 sec): 3 clusters
  Score: Raw -17283007.846191 + Penalty 5695.630414 = -17277312.215777
  nChanged 604
		SP:Iteration 65Q (50899.750000 sec): 3 clusters
  Score: Raw -17283222.649044 + Penalty 5695.630414 = -17277527.018630
  nChanged 510
		SP:Iteration 66Q (50900.630000 sec): 3 clusters
  Score: Raw -17283400.403513 + Penalty 5695.630414 = -17277704.773100
  nChanged 444
		SP:Iteration 67Q (50901.520000 sec): 3 clusters
  Score: Raw -17283549.295965 + Penalty 5695.630414 = -17277853.665551
  nChanged 385
		SP:Iteration 68Q (50902.410000 sec): 3 clusters
  Score: Raw -17283681.735898 + Penalty 5695.630414 = -17277986.105484
  nChanged 354
		SP:Iteration 69Q (50903.290000 sec): 3 clusters
  Score: Raw -17283804.239448 + Penalty 5695.630414 = -17278108.609034
  nChanged 315
		SP:Iteration 70Q (50904.180000 sec): 3 clusters
  Score: Raw -17283910.325481 + Penalty 5695.630414 = -17278214.695067
  nChanged 280
		SP:Iteration 71Q (50905.060000 sec): 3 clusters
  Score: Raw -17283998.958621 + Penalty 5695.630414 = -17278303.328207
  nChanged 239
		SP:Iteration 72Q (50905.910000 sec): 3 clusters
  Score: Raw -17284076.271885 + Penalty 5695.630414 = -17278380.641472
  nChanged 211
		SP:Iteration 73Q (50906.760000 sec): 3 clusters
  Score: Raw -17284141.564135 + Penalty 5695.630414 = -17278445.933721
  nChanged 179
		SP:Iteration 74Q (50907.680000 sec): 3 clusters
  Score: Raw -17284195.937798 + Penalty 5695.630414 = -17278500.307385
  nChanged 151
		SP:Iteration 75Q (50908.600000 sec): 3 clusters
  Score: Raw -17284237.464469 + Penalty 5695.630414 = -17278541.834055
  nChanged 142
		SP:Iteration 76Q (50909.550000 sec): 3 clusters
  Score: Raw -17284282.713810 + Penalty 5695.630414 = -17278587.083396
  nChanged 155
		SP:Iteration 77Q (50910.510000 sec): 3 clusters
  Score: Raw -17284335.991084 + Penalty 5695.630414 = -17278640.360671
  nChanged 135
		SP:Iteration 78Q (50911.420000 sec): 3 clusters
  Score: Raw -17284377.567796 + Penalty 5695.630414 = -17278681.937383
  nChanged 124
		SP:Iteration 79Q (50912.310000 sec): 3 clusters
  Score: Raw -17284421.298908 + Penalty 5695.630414 = -17278725.668494
  nChanged 128
		SP:Iteration 80F (50913.340000 sec): 3 clusters
  Score: Raw -17284467.338027 + Penalty 5695.630414 = -17278771.707614
  nChanged 122
		SP:Iteration 81Q (50914.260000 sec): 3 clusters
  Score: Raw -17284513.426154 + Penalty 5695.630414 = -17278817.795741
  nChanged 112
		SP:Iteration 82Q (50915.220000 sec): 3 clusters
  Score: Raw -17284552.288210 + Penalty 5695.630414 = -17278856.657797
  nChanged 90
		SP:Iteration 83Q (50916.140000 sec): 3 clusters
  Score: Raw -17284582.582309 + Penalty 5695.630414 = -17278886.951895
  nChanged 93
		SP:Iteration 84Q (50917.060000 sec): 3 clusters
  Score: Raw -17284610.464648 + Penalty 5695.630414 = -17278914.834234
  nChanged 72
		SP:Iteration 85Q (50918.020000 sec): 3 clusters
  Score: Raw -17284634.380817 + Penalty 5695.630414 = -17278938.750404
  nChanged 65
		SP:Iteration 86Q (50919.000000 sec): 3 clusters
  Score: Raw -17284655.347441 + Penalty 5695.630414 = -17278959.717028
  nChanged 59
		SP:Iteration 87Q (50919.840000 sec): 3 clusters
  Score: Raw -17284672.462916 + Penalty 5695.630414 = -17278976.832503
  nChanged 42
		SP:Iteration 88Q (50920.770000 sec): 3 clusters
  Score: Raw -17284683.655141 + Penalty 5695.630414 = -17278988.024728
  nChanged 38
		SP:Iteration 89Q (50921.680000 sec): 3 clusters
  Score: Raw -17284695.571162 + Penalty 5695.630414 = -17278999.940749
  nChanged 48
		SP:Iteration 90Q (50922.600000 sec): 3 clusters
  Score: Raw -17284709.161404 + Penalty 5695.630414 = -17279013.530990
  nChanged 38
		SP:Iteration 91Q (50923.520000 sec): 3 clusters
  Score: Raw -17284719.266101 + Penalty 5695.630414 = -17279023.635687
  nChanged 28
		SP:Iteration 92Q (50924.440000 sec): 3 clusters
  Score: Raw -17284727.724445 + Penalty 5695.630414 = -17279032.094031
  nChanged 27
		SP:Iteration 93Q (50925.350000 sec): 3 clusters
  Score: Raw -17284735.233803 + Penalty 5695.630414 = -17279039.603390
  nChanged 31
		SP:Iteration 94Q (50926.270000 sec): 3 clusters
  Score: Raw -17284743.818232 + Penalty 5695.630414 = -17279048.187818
  nChanged 24
		SP:Iteration 95Q (50927.100000 sec): 3 clusters
  Score: Raw -17284750.360360 + Penalty 5695.630414 = -17279054.729946
  nChanged 25
		SP:Iteration 96Q (50927.980000 sec): 3 clusters
  Score: Raw -17284756.874657 + Penalty 5695.630414 = -17279061.244243
  nChanged 14
		SP:Iteration 97Q (50928.900000 sec): 3 clusters
  Score: Raw -17284760.075010 + Penalty 5695.630414 = -17279064.444596
  nChanged 15
		SP:Iteration 98Q (50929.820000 sec): 3 clusters
  Score: Raw -17284763.601556 + Penalty 5695.630414 = -17279067.971142
  nChanged 11
		SP:Iteration 99Q (50930.690000 sec): 3 clusters
  Score: Raw -17284766.128969 + Penalty 5695.630414 = -17279070.498555
  nChanged 9
		SP:Iteration 100F (50931.720000 sec): 3 clusters
  Score: Raw -17284768.764646 + Penalty 5695.630414 = -17279073.134232
  nChanged 15
		SP:Iteration 101Q (50932.660000 sec): 3 clusters
  Score: Raw -17284773.239913 + Penalty 5695.630414 = -17279077.609499
  nChanged 15
		SP:Iteration 102Q (50933.540000 sec): 3 clusters
  Score: Raw -17284777.998391 + Penalty 5695.630414 = -17279082.367978
  nChanged 15
		SP:Iteration 103Q (50934.500000 sec): 3 clusters
  Score: Raw -17284782.817642 + Penalty 5695.630414 = -17279087.187228
  nChanged 10
		SP:Iteration 104Q (50935.440000 sec): 3 clusters
  Score: Raw -17284785.088570 + Penalty 5695.630414 = -17279089.458156
  nChanged 8
		SP:Iteration 105Q (50936.340000 sec): 3 clusters
  Score: Raw -17284786.911048 + Penalty 5695.630414 = -17279091.280634
  nChanged 4
		SP:Iteration 106Q (50937.260000 sec): 3 clusters
  Score: Raw -17284787.974700 + Penalty 5695.630414 = -17279092.344287
  nChanged 6
		SP:Iteration 107Q (50938.160000 sec): 3 clusters
  Score: Raw -17284789.905184 + Penalty 5695.630414 = -17279094.274770
  nChanged 6
		SP:Iteration 108Q (50939.080000 sec): 3 clusters
  Score: Raw -17284791.073686 + Penalty 5695.630414 = -17279095.443272
  nChanged 7
		SP:Iteration 109Q (50939.930000 sec): 3 clusters
  Score: Raw -17284792.998571 + Penalty 5695.630414 = -17279097.368158
  nChanged 8
		SP:Iteration 110Q (50940.800000 sec): 3 clusters
  Score: Raw -17284795.882329 + Penalty 5695.630414 = -17279100.251915
  nChanged 10
		SP:Iteration 111Q (50941.720000 sec): 3 clusters
  Score: Raw -17284798.623766 + Penalty 5695.630414 = -17279102.993353
  nChanged 6
		SP:Iteration 112Q (50942.650000 sec): 3 clusters
  Score: Raw -17284799.815338 + Penalty 5695.630414 = -17279104.184924
  nChanged 3
		SP:Iteration 113Q (50943.570000 sec): 3 clusters
  Score: Raw -17284800.637847 + Penalty 5695.630414 = -17279105.007433
  nChanged 0
		SP:Iteration 114F (50944.620000 sec): 3 clusters
  Score: Raw -17284800.637847 + Penalty 5695.630414 = -17279105.007433
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (19461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50944.850000 sec): 2 clusters
  Score: Raw -3342367.539572 + Penalty 2449.289600 = -3339918.249972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50945.240000 sec): 3 clusters
  Score: Raw -3331054.285263 + Penalty 4898.579200 = -3326155.706063
  nChanged 8615
		SP:Iteration 1F (50945.590000 sec): 3 clusters
  Score: Raw -3335651.852038 + Penalty 4898.579200 = -3330753.272838
  nChanged 1175
		SP:Iteration 2F (50945.940000 sec): 3 clusters
  Score: Raw -3336185.330882 + Penalty 4898.579200 = -3331286.751682
  nChanged 1086
		SP:Iteration 3F (50946.290000 sec): 3 clusters
  Score: Raw -3336719.404125 + Penalty 4898.579200 = -3331820.824925
  nChanged 1030
		SP:Iteration 4F (50946.640000 sec): 3 clusters
  Score: Raw -3337240.833339 + Penalty 4898.579200 = -3332342.254139
  nChanged 947
		SP:Iteration 5Q (50946.990000 sec): 3 clusters
  Score: Raw -3337688.571691 + Penalty 4898.579200 = -3332789.992491
  nChanged 862
		SP:Iteration 6Q (50947.330000 sec): 3 clusters
  Score: Raw -3338098.225375 + Penalty 4898.579200 = -3333199.646175
  nChanged 840
		SP:Iteration 7Q (50947.680000 sec): 3 clusters
  Score: Raw -3338517.111191 + Penalty 4898.579200 = -3333618.531991
  nChanged 835
		SP:Iteration 8Q (50948.030000 sec): 3 clusters
  Score: Raw -3338952.050143 + Penalty 4898.579200 = -3334053.470943
  nChanged 852
		SP:Iteration 9Q (50948.380000 sec): 3 clusters
  Score: Raw -3339405.795426 + Penalty 4898.579200 = -3334507.216226
  nChanged 831
		SP:Iteration 10Q (50948.670000 sec): 3 clusters
  Score: Raw -3339811.995334 + Penalty 4898.579200 = -3334913.416134
  nChanged 730
		SP:Iteration 11Q (50948.950000 sec): 3 clusters
  Score: Raw -3340157.038421 + Penalty 4898.579200 = -3335258.459221
  nChanged 642
		SP:Iteration 12Q (50949.250000 sec): 3 clusters
  Score: Raw -3340418.844687 + Penalty 4898.579200 = -3335520.265487
  nChanged 553
		SP:Iteration 13Q (50949.590000 sec): 3 clusters
  Score: Raw -3340606.683048 + Penalty 4898.579200 = -3335708.103848
  nChanged 436
		SP:Iteration 14Q (50949.940000 sec): 3 clusters
  Score: Raw -3340747.364785 + Penalty 4898.579200 = -3335848.785585
  nChanged 365
		SP:Iteration 15Q (50950.290000 sec): 3 clusters
  Score: Raw -3340860.485101 + Penalty 4898.579200 = -3335961.905901
  nChanged 305
		SP:Iteration 16Q (50950.640000 sec): 3 clusters
  Score: Raw -3340965.732603 + Penalty 4898.579200 = -3336067.153403
  nChanged 305
		SP:Iteration 17Q (50950.990000 sec): 3 clusters
  Score: Raw -3341075.564723 + Penalty 4898.579200 = -3336176.985523
  nChanged 321
		SP:Iteration 18Q (50951.340000 sec): 3 clusters
  Score: Raw -3341212.426836 + Penalty 4898.579200 = -3336313.847636
  nChanged 331
		SP:Iteration 19Q (50951.690000 sec): 3 clusters
  Score: Raw -3341367.293894 + Penalty 4898.579200 = -3336468.714694
  nChanged 337
		SP:Iteration 20F (50952.080000 sec): 3 clusters
  Score: Raw -3341532.135598 + Penalty 4898.579200 = -3336633.556398
  nChanged 361
		SP:Iteration 21Q (50952.380000 sec): 3 clusters
  Score: Raw -3341755.703337 + Penalty 4898.579200 = -3336857.124137
  nChanged 382
		SP:Iteration 22Q (50952.730000 sec): 3 clusters
  Score: Raw -3342018.390763 + Penalty 4898.579200 = -3337119.811563
  nChanged 393
		SP:Iteration 23Q (50953.080000 sec): 3 clusters
  Score: Raw -3342244.922197 + Penalty 4898.579200 = -3337346.342997
  nChanged 360
		SP:Iteration 24Q (50953.430000 sec): 3 clusters
  Score: Raw -3342436.528050 + Penalty 4898.579200 = -3337537.948850
  nChanged 338
		SP:Iteration 25Q (50953.780000 sec): 3 clusters
  Score: Raw -3342612.287897 + Penalty 4898.579200 = -3337713.708697
  nChanged 295
		SP:Iteration 26Q (50954.130000 sec): 3 clusters
  Score: Raw -3342748.302847 + Penalty 4898.579200 = -3337849.723647
  nChanged 294
		SP:Iteration 27Q (50954.480000 sec): 3 clusters
  Score: Raw -3342856.365977 + Penalty 4898.579200 = -3337957.786777
  nChanged 266
		SP:Iteration 28Q (50954.830000 sec): 3 clusters
  Score: Raw -3342948.182189 + Penalty 4898.579200 = -3338049.602989
  nChanged 235
		SP:Iteration 29Q (50955.180000 sec): 3 clusters
  Score: Raw -3343030.349358 + Penalty 4898.579200 = -3338131.770158
  nChanged 239
		SP:Iteration 30Q (50955.530000 sec): 3 clusters
  Score: Raw -3343105.775234 + Penalty 4898.579200 = -3338207.196034
  nChanged 211
		SP:Iteration 31Q (50955.880000 sec): 3 clusters
  Score: Raw -3343167.347744 + Penalty 4898.579200 = -3338268.768544
  nChanged 173
		SP:Iteration 32Q (50956.230000 sec): 3 clusters
  Score: Raw -3343211.852645 + Penalty 4898.579200 = -3338313.273445
  nChanged 153
		SP:Iteration 33Q (50956.580000 sec): 3 clusters
  Score: Raw -3343246.518517 + Penalty 4898.579200 = -3338347.939317
  nChanged 135
		SP:Iteration 34Q (50956.930000 sec): 3 clusters
  Score: Raw -3343273.523208 + Penalty 4898.579200 = -3338374.944009
  nChanged 104
		SP:Iteration 35Q (50957.280000 sec): 3 clusters
  Score: Raw -3343290.527540 + Penalty 4898.579200 = -3338391.948340
  nChanged 83
		SP:Iteration 36Q (50957.630000 sec): 3 clusters
  Score: Raw -3343301.952453 + Penalty 4898.579200 = -3338403.373253
  nChanged 72
		SP:Iteration 37Q (50957.980000 sec): 3 clusters
  Score: Raw -3343310.433488 + Penalty 4898.579200 = -3338411.854288
  nChanged 59
		SP:Iteration 38Q (50958.330000 sec): 3 clusters
  Score: Raw -3343319.906024 + Penalty 4898.579200 = -3338421.326824
  nChanged 42
		SP:Iteration 39Q (50958.680000 sec): 3 clusters
  Score: Raw -3343326.019522 + Penalty 4898.579200 = -3338427.440322
  nChanged 52
		SP:Iteration 40F (50959.080000 sec): 3 clusters
  Score: Raw -3343340.192436 + Penalty 4898.579200 = -3338441.613236
  nChanged 56
		SP:Iteration 41Q (50959.390000 sec): 3 clusters
  Score: Raw -3343352.541594 + Penalty 4898.579200 = -3338453.962394
  nChanged 52
		SP:Iteration 42Q (50959.730000 sec): 3 clusters
  Score: Raw -3343363.252352 + Penalty 4898.579200 = -3338464.673152
  nChanged 65
		SP:Iteration 43Q (50960.090000 sec): 3 clusters
  Score: Raw -3343375.132694 + Penalty 4898.579200 = -3338476.553494
  nChanged 64
		SP:Iteration 44Q (50960.430000 sec): 3 clusters
  Score: Raw -3343384.643031 + Penalty 4898.579200 = -3338486.063831
  nChanged 63
		SP:Iteration 45Q (50960.770000 sec): 3 clusters
  Score: Raw -3343396.259184 + Penalty 4898.579200 = -3338497.679984
  nChanged 64
		SP:Iteration 46Q (50961.110000 sec): 3 clusters
  Score: Raw -3343406.253717 + Penalty 4898.579200 = -3338507.674517
  nChanged 53
		SP:Iteration 47Q (50961.460000 sec): 3 clusters
  Score: Raw -3343414.210820 + Penalty 4898.579200 = -3338515.631620
  nChanged 44
		SP:Iteration 48Q (50961.850000 sec): 3 clusters
  Score: Raw -3343421.823855 + Penalty 4898.579200 = -3338523.244655
  nChanged 47
		SP:Iteration 49Q (50962.160000 sec): 3 clusters
  Score: Raw -3343429.177824 + Penalty 4898.579200 = -3338530.598624
  nChanged 50
		SP:Iteration 50Q (50962.500000 sec): 3 clusters
  Score: Raw -3343435.695289 + Penalty 4898.579200 = -3338537.116089
  nChanged 34
		SP:Iteration 51Q (50962.850000 sec): 3 clusters
  Score: Raw -3343440.279154 + Penalty 4898.579200 = -3338541.699954
  nChanged 38
		SP:Iteration 52Q (50963.200000 sec): 3 clusters
  Score: Raw -3343445.871736 + Penalty 4898.579200 = -3338547.292536
  nChanged 38
		SP:Iteration 53Q (50963.550000 sec): 3 clusters
  Score: Raw -3343452.838877 + Penalty 4898.579200 = -3338554.259677
  nChanged 49
		SP:Iteration 54Q (50963.890000 sec): 3 clusters
  Score: Raw -3343460.196045 + Penalty 4898.579200 = -3338561.616845
  nChanged 52
		SP:Iteration 55Q (50964.240000 sec): 3 clusters
  Score: Raw -3343469.079356 + Penalty 4898.579200 = -3338570.500156
  nChanged 62
		SP:Iteration 56Q (50964.510000 sec): 3 clusters
  Score: Raw -3343478.282234 + Penalty 4898.579200 = -3338579.703035
  nChanged 48
		SP:Iteration 57Q (50964.890000 sec): 3 clusters
  Score: Raw -3343485.617170 + Penalty 4898.579200 = -3338587.037970
  nChanged 49
		SP:Iteration 58Q (50965.240000 sec): 3 clusters
  Score: Raw -3343493.891908 + Penalty 4898.579200 = -3338595.312708
  nChanged 44
		SP:Iteration 59Q (50965.590000 sec): 3 clusters
  Score: Raw -3343500.094434 + Penalty 4898.579200 = -3338601.515234
  nChanged 35
		SP:Iteration 60F (50965.940000 sec): 3 clusters
  Score: Raw -3343503.364649 + Penalty 4898.579200 = -3338604.785449
  nChanged 27
		SP:Iteration 61Q (50966.200000 sec): 3 clusters
  Score: Raw -3343506.622923 + Penalty 4898.579200 = -3338608.043723
  nChanged 30
		SP:Iteration 62Q (50966.500000 sec): 3 clusters
  Score: Raw -3343510.992231 + Penalty 4898.579200 = -3338612.413031
  nChanged 37
		SP:Iteration 63Q (50966.800000 sec): 3 clusters
  Score: Raw -3343516.268256 + Penalty 4898.579200 = -3338617.689056
  nChanged 38
		SP:Iteration 64Q (50967.110000 sec): 3 clusters
  Score: Raw -3343522.232699 + Penalty 4898.579200 = -3338623.653499
  nChanged 39
		SP:Iteration 65Q (50967.460000 sec): 3 clusters
  Score: Raw -3343528.073993 + Penalty 4898.579200 = -3338629.494793
  nChanged 40
		SP:Iteration 66Q (50967.810000 sec): 3 clusters
  Score: Raw -3343534.357809 + Penalty 4898.579200 = -3338635.778609
  nChanged 54
		SP:Iteration 67Q (50968.090000 sec): 3 clusters
  Score: Raw -3343541.175101 + Penalty 4898.579200 = -3338642.595901
  nChanged 44
		SP:Iteration 68Q (50968.380000 sec): 3 clusters
  Score: Raw -3343546.792490 + Penalty 4898.579200 = -3338648.213290
  nChanged 48
		SP:Iteration 69Q (50968.730000 sec): 3 clusters
  Score: Raw -3343554.615369 + Penalty 4898.579200 = -3338656.036169
  nChanged 61
		SP:Iteration 70Q (50969.120000 sec): 3 clusters
  Score: Raw -3343563.248216 + Penalty 4898.579200 = -3338664.669016
  nChanged 46
		SP:Iteration 71Q (50969.380000 sec): 3 clusters
  Score: Raw -3343569.087856 + Penalty 4898.579200 = -3338670.508656
  nChanged 41
		SP:Iteration 72Q (50969.670000 sec): 3 clusters
  Score: Raw -3343573.967541 + Penalty 4898.579200 = -3338675.388341
  nChanged 41
		SP:Iteration 73Q (50969.980000 sec): 3 clusters
  Score: Raw -3343578.409727 + Penalty 4898.579200 = -3338679.830527
  nChanged 36
		SP:Iteration 74Q (50970.280000 sec): 3 clusters
  Score: Raw -3343582.127571 + Penalty 4898.579200 = -3338683.548371
  nChanged 29
		SP:Iteration 75Q (50970.630000 sec): 3 clusters
  Score: Raw -3343585.463912 + Penalty 4898.579200 = -3338686.884712
  nChanged 28
		SP:Iteration 76Q (50970.980000 sec): 3 clusters
  Score: Raw -3343588.844630 + Penalty 4898.579200 = -3338690.265430
  nChanged 25
		SP:Iteration 77Q (50971.260000 sec): 3 clusters
  Score: Raw -3343591.990636 + Penalty 4898.579200 = -3338693.411436
  nChanged 26
		SP:Iteration 78Q (50971.540000 sec): 3 clusters
  Score: Raw -3343594.848579 + Penalty 4898.579200 = -3338696.269379
  nChanged 21
		SP:Iteration 79Q (50971.830000 sec): 3 clusters
  Score: Raw -3343596.675036 + Penalty 4898.579200 = -3338698.095836
  nChanged 13
		SP:Iteration 80F (50972.080000 sec): 3 clusters
  Score: Raw -3343598.484161 + Penalty 4898.579200 = -3338699.904961
  nChanged 18
		SP:Iteration 81Q (50972.380000 sec): 3 clusters
  Score: Raw -3343600.470658 + Penalty 4898.579200 = -3338701.891458
  nChanged 22
		SP:Iteration 82Q (50972.640000 sec): 3 clusters
  Score: Raw -3343602.892227 + Penalty 4898.579200 = -3338704.313027
  nChanged 33
		SP:Iteration 83Q (50972.960000 sec): 3 clusters
  Score: Raw -3343607.210765 + Penalty 4898.579200 = -3338708.631565
  nChanged 41
		SP:Iteration 84Q (50973.260000 sec): 3 clusters
  Score: Raw -3343613.260863 + Penalty 4898.579200 = -3338714.681663
  nChanged 48
		SP:Iteration 85Q (50973.540000 sec): 3 clusters
  Score: Raw -3343619.402928 + Penalty 4898.579200 = -3338720.823728
  nChanged 47
		SP:Iteration 86Q (50973.840000 sec): 3 clusters
  Score: Raw -3343625.462157 + Penalty 4898.579200 = -3338726.882957
  nChanged 53
		SP:Iteration 87Q (50974.150000 sec): 3 clusters
  Score: Raw -3343632.665719 + Penalty 4898.579200 = -3338734.086519
  nChanged 62
		SP:Iteration 88Q (50974.460000 sec): 3 clusters
  Score: Raw -3343641.471749 + Penalty 4898.579200 = -3338742.892549
  nChanged 60
		SP:Iteration 89Q (50974.800000 sec): 3 clusters
  Score: Raw -3343649.240164 + Penalty 4898.579200 = -3338750.660964
  nChanged 58
		SP:Iteration 90Q (50975.150000 sec): 3 clusters
  Score: Raw -3343656.383983 + Penalty 4898.579200 = -3338757.804783
  nChanged 57
		SP:Iteration 91Q (50975.430000 sec): 3 clusters
  Score: Raw -3343662.401702 + Penalty 4898.579200 = -3338763.822502
  nChanged 48
		SP:Iteration 92Q (50975.720000 sec): 3 clusters
  Score: Raw -3343668.226063 + Penalty 4898.579200 = -3338769.646863
  nChanged 50
		SP:Iteration 93Q (50976.120000 sec): 3 clusters
  Score: Raw -3343675.029806 + Penalty 4898.579200 = -3338776.450606
  nChanged 48
		SP:Iteration 94Q (50976.420000 sec): 3 clusters
  Score: Raw -3343680.908671 + Penalty 4898.579200 = -3338782.329471
  nChanged 43
		SP:Iteration 95Q (50976.770000 sec): 3 clusters
  Score: Raw -3343686.790811 + Penalty 4898.579200 = -3338788.211611
  nChanged 47
		SP:Iteration 96Q (50977.120000 sec): 3 clusters
  Score: Raw -3343692.415143 + Penalty 4898.579200 = -3338793.835943
  nChanged 36
		SP:Iteration 97Q (50977.500000 sec): 3 clusters
  Score: Raw -3343695.714066 + Penalty 4898.579200 = -3338797.134866
  nChanged 32
		SP:Iteration 98Q (50977.780000 sec): 3 clusters
  Score: Raw -3343699.195898 + Penalty 4898.579200 = -3338800.616698
  nChanged 30
		SP:Iteration 99Q (50978.080000 sec): 3 clusters
  Score: Raw -3343703.611232 + Penalty 4898.579200 = -3338805.032032
  nChanged 38
		SP:Iteration 100F (50978.470000 sec): 3 clusters
  Score: Raw -3343709.562744 + Penalty 4898.579200 = -3338810.983544
  nChanged 42
		SP:Iteration 101Q (50978.820000 sec): 3 clusters
  Score: Raw -3343715.867223 + Penalty 4898.579200 = -3338817.288023
  nChanged 47
		SP:Iteration 102Q (50979.170000 sec): 3 clusters
  Score: Raw -3343721.839910 + Penalty 4898.579200 = -3338823.260710
  nChanged 47
		SP:Iteration 103Q (50979.440000 sec): 3 clusters
  Score: Raw -3343727.440896 + Penalty 4898.579200 = -3338828.861696
  nChanged 50
		SP:Iteration 104Q (50979.740000 sec): 3 clusters
  Score: Raw -3343733.348621 + Penalty 4898.579200 = -3338834.769421
  nChanged 53
		SP:Iteration 105Q (50980.020000 sec): 3 clusters
  Score: Raw -3343739.395309 + Penalty 4898.579200 = -3338840.816109
  nChanged 54
		SP:Iteration 106Q (50980.280000 sec): 3 clusters
  Score: Raw -3343746.839621 + Penalty 4898.579200 = -3338848.260421
  nChanged 59
		SP:Iteration 107Q (50980.660000 sec): 3 clusters
  Score: Raw -3343754.332065 + Penalty 4898.579200 = -3338855.752865
  nChanged 54
		SP:Iteration 108Q (50981.010000 sec): 3 clusters
  Score: Raw -3343759.966394 + Penalty 4898.579200 = -3338861.387194
  nChanged 51
		SP:Iteration 109Q (50981.340000 sec): 3 clusters
  Score: Raw -3343764.944558 + Penalty 4898.579200 = -3338866.365359
  nChanged 44
		SP:Iteration 110Q (50981.660000 sec): 3 clusters
  Score: Raw -3343769.379394 + Penalty 4898.579200 = -3338870.800194
  nChanged 46
		SP:Iteration 111Q (50982.010000 sec): 3 clusters
  Score: Raw -3343774.712548 + Penalty 4898.579200 = -3338876.133348
  nChanged 45
		SP:Iteration 112Q (50982.360000 sec): 3 clusters
  Score: Raw -3343778.862562 + Penalty 4898.579200 = -3338880.283363
  nChanged 39
		SP:Iteration 113Q (50982.710000 sec): 3 clusters
  Score: Raw -3343782.287890 + Penalty 4898.579200 = -3338883.708690
  nChanged 36
		SP:Iteration 114Q (50983.060000 sec): 3 clusters
  Score: Raw -3343786.072863 + Penalty 4898.579200 = -3338887.493663
  nChanged 46
		SP:Iteration 115Q (50983.420000 sec): 3 clusters
  Score: Raw -3343791.290377 + Penalty 4898.579200 = -3338892.711177
  nChanged 41
		SP:Iteration 116Q (50983.770000 sec): 3 clusters
  Score: Raw -3343796.305460 + Penalty 4898.579200 = -3338897.726260
  nChanged 50
		SP:Iteration 117Q (50984.120000 sec): 3 clusters
  Score: Raw -3343803.444769 + Penalty 4898.579200 = -3338904.865569
  nChanged 63
		SP:Iteration 118Q (50984.470000 sec): 3 clusters
  Score: Raw -3343811.807202 + Penalty 4898.579200 = -3338913.228002
  nChanged 66
		SP:Iteration 119Q (50984.820000 sec): 3 clusters
  Score: Raw -3343820.111426 + Penalty 4898.579200 = -3338921.532226
  nChanged 70
		SP:Iteration 120F (50985.220000 sec): 3 clusters
  Score: Raw -3343829.426441 + Penalty 4898.579200 = -3338930.847241
  nChanged 75
		SP:Iteration 121Q (50985.520000 sec): 3 clusters
  Score: Raw -3343840.926744 + Penalty 4898.579200 = -3338942.347544
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		SP:Iteration 122Q (50985.870000 sec): 3 clusters
  Score: Raw -3343854.196760 + Penalty 4898.579200 = -3338955.617560
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		SP:Iteration 123Q (50986.260000 sec): 3 clusters
  Score: Raw -3343866.922415 + Penalty 4898.579200 = -3338968.343215
  nChanged 101
		SP:Iteration 124Q (50986.570000 sec): 3 clusters
  Score: Raw -3343881.216023 + Penalty 4898.579200 = -3338982.636823
  nChanged 103
		SP:Iteration 125Q (50986.920000 sec): 3 clusters
  Score: Raw -3343896.549764 + Penalty 4898.579200 = -3338997.970564
  nChanged 103
		SP:Iteration 126Q (50987.320000 sec): 3 clusters
  Score: Raw -3343911.377625 + Penalty 4898.579200 = -3339012.798425
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		SP:Iteration 127Q (50987.670000 sec): 3 clusters
  Score: Raw -3343927.714504 + Penalty 4898.579200 = -3339029.135304
  nChanged 103
		SP:Iteration 128Q (50988.020000 sec): 3 clusters
  Score: Raw -3343942.866049 + Penalty 4898.579200 = -3339044.286849
  nChanged 114
		SP:Iteration 129Q (50988.320000 sec): 3 clusters
  Score: Raw -3343959.595836 + Penalty 4898.579200 = -3339061.016636
  nChanged 115
		SP:Iteration 130Q (50988.680000 sec): 3 clusters
  Score: Raw -3343977.022597 + Penalty 4898.579200 = -3339078.443397
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		SP:Iteration 131Q (50989.020000 sec): 3 clusters
  Score: Raw -3343998.706305 + Penalty 4898.579200 = -3339100.127105
  nChanged 132
		SP:Iteration 132Q (50989.380000 sec): 3 clusters
  Score: Raw -3344018.758015 + Penalty 4898.579200 = -3339120.178815
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		SP:Iteration 133Q (50989.770000 sec): 3 clusters
  Score: Raw -3344038.039190 + Penalty 4898.579200 = -3339139.459990
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		SP:Iteration 134Q (50990.080000 sec): 3 clusters
  Score: Raw -3344059.314457 + Penalty 4898.579200 = -3339160.735257
  nChanged 139
		SP:Iteration 135Q (50990.430000 sec): 3 clusters
  Score: Raw -3344083.408442 + Penalty 4898.579200 = -3339184.829242
  nChanged 154
		SP:Iteration 136Q (50990.820000 sec): 3 clusters
  Score: Raw -3344111.485767 + Penalty 4898.579200 = -3339212.906567
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		SP:Iteration 137Q (50991.170000 sec): 3 clusters
  Score: Raw -3344141.931853 + Penalty 4898.579200 = -3339243.352653
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		SP:Iteration 138Q (50991.520000 sec): 3 clusters
  Score: Raw -3344170.747332 + Penalty 4898.579200 = -3339272.168132
  nChanged 155
		SP:Iteration 139Q (50991.870000 sec): 3 clusters
  Score: Raw -3344200.679322 + Penalty 4898.579200 = -3339302.100122
  nChanged 157
		SP:Iteration 140F (50992.220000 sec): 3 clusters
  Score: Raw -3344228.451535 + Penalty 4898.579200 = -3339329.872335
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		SP:Iteration 141Q (50992.570000 sec): 3 clusters
  Score: Raw -3344252.518455 + Penalty 4898.579200 = -3339353.939255
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		SP:Iteration 142Q (50992.920000 sec): 3 clusters
  Score: Raw -3344277.161670 + Penalty 4898.579200 = -3339378.582470
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		SP:Iteration 143Q (50993.280000 sec): 3 clusters
  Score: Raw -3344300.046823 + Penalty 4898.579200 = -3339401.467623
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		SP:Iteration 144Q (50993.630000 sec): 3 clusters
  Score: Raw -3344320.646825 + Penalty 4898.579200 = -3339422.067625
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		SP:Iteration 145Q (50993.980000 sec): 3 clusters
  Score: Raw -3344343.848992 + Penalty 4898.579200 = -3339445.269792
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		SP:Iteration 146Q (50994.330000 sec): 3 clusters
  Score: Raw -3344370.078948 + Penalty 4898.579200 = -3339471.499748
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		SP:Iteration 147Q (50994.680000 sec): 3 clusters
  Score: Raw -3344393.424518 + Penalty 4898.579200 = -3339494.845318
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		SP:Iteration 148Q (50995.030000 sec): 3 clusters
  Score: Raw -3344417.265497 + Penalty 4898.579200 = -3339518.686297
  nChanged 127
		SP:Iteration 149Q (50995.380000 sec): 3 clusters
  Score: Raw -3344437.609227 + Penalty 4898.579200 = -3339539.030027
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		SP:Iteration 150Q (50995.740000 sec): 3 clusters
  Score: Raw -3344453.477082 + Penalty 4898.579200 = -3339554.897882
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		SP:Iteration 151Q (50996.090000 sec): 3 clusters
  Score: Raw -3344467.514728 + Penalty 4898.579200 = -3339568.935528
  nChanged 83
		SP:Iteration 152Q (50996.440000 sec): 3 clusters
  Score: Raw -3344478.218387 + Penalty 4898.579200 = -3339579.639187
  nChanged 69
		SP:Iteration 153Q (50996.790000 sec): 3 clusters
  Score: Raw -3344486.364056 + Penalty 4898.579200 = -3339587.784856
  nChanged 57
		SP:Iteration 154Q (50997.140000 sec): 3 clusters
  Score: Raw -3344493.446499 + Penalty 4898.579200 = -3339594.867299
  nChanged 55
		SP:Iteration 155Q (50997.500000 sec): 3 clusters
  Score: Raw -3344500.302091 + Penalty 4898.579200 = -3339601.722891
  nChanged 55
		SP:Iteration 156Q (50997.850000 sec): 3 clusters
  Score: Raw -3344507.406683 + Penalty 4898.579200 = -3339608.827483
  nChanged 50
		SP:Iteration 157Q (50998.200000 sec): 3 clusters
  Score: Raw -3344513.256571 + Penalty 4898.579200 = -3339614.677371
  nChanged 55
		SP:Iteration 158Q (50998.550000 sec): 3 clusters
  Score: Raw -3344518.638105 + Penalty 4898.579200 = -3339620.058905
  nChanged 58
		SP:Iteration 159Q (50998.900000 sec): 3 clusters
  Score: Raw -3344525.651084 + Penalty 4898.579200 = -3339627.071884
  nChanged 45
		SP:Iteration 160F (50999.250000 sec): 3 clusters
  Score: Raw -3344530.696474 + Penalty 4898.579200 = -3339632.117274
  nChanged 41
		SP:Iteration 161Q (50999.610000 sec): 3 clusters
  Score: Raw -3344535.624071 + Penalty 4898.579200 = -3339637.044871
  nChanged 47
		SP:Iteration 162Q (50999.950000 sec): 3 clusters
  Score: Raw -3344541.177359 + Penalty 4898.579200 = -3339642.598159
  nChanged 50
		SP:Iteration 163Q (51000.310000 sec): 3 clusters
  Score: Raw -3344547.118640 + Penalty 4898.579200 = -3339648.539440
  nChanged 55
		SP:Iteration 164Q (51000.660000 sec): 3 clusters
  Score: Raw -3344553.460209 + Penalty 4898.579200 = -3339654.881009
  nChanged 42
		SP:Iteration 165Q (51001.010000 sec): 3 clusters
  Score: Raw -3344557.824011 + Penalty 4898.579200 = -3339659.244811
  nChanged 40
		SP:Iteration 166Q (51001.360000 sec): 3 clusters
  Score: Raw -3344562.506299 + Penalty 4898.579200 = -3339663.927099
  nChanged 37
		SP:Iteration 167Q (51001.710000 sec): 3 clusters
  Score: Raw -3344566.777641 + Penalty 4898.579200 = -3339668.198441
  nChanged 31
		SP:Iteration 168Q (51002.060000 sec): 3 clusters
  Score: Raw -3344569.682079 + Penalty 4898.579200 = -3339671.102879
  nChanged 27
		SP:Iteration 169Q (51002.410000 sec): 3 clusters
  Score: Raw -3344572.308318 + Penalty 4898.579200 = -3339673.729118
  nChanged 27
		SP:Iteration 170Q (51002.770000 sec): 3 clusters
  Score: Raw -3344575.065479 + Penalty 4898.579200 = -3339676.486279
  nChanged 22
		SP:Iteration 171Q (51003.120000 sec): 3 clusters
  Score: Raw -3344577.283604 + Penalty 4898.579200 = -3339678.704404
  nChanged 29
		SP:Iteration 172Q (51003.460000 sec): 3 clusters
  Score: Raw -3344580.360690 + Penalty 4898.579200 = -3339681.781490
  nChanged 20
		SP:Iteration 173Q (51003.810000 sec): 3 clusters
  Score: Raw -3344582.124719 + Penalty 4898.579200 = -3339683.545519
  nChanged 25
		SP:Iteration 174Q (51004.070000 sec): 3 clusters
  Score: Raw -3344584.512058 + Penalty 4898.579200 = -3339685.932858
  nChanged 13
		SP:Iteration 175Q (51004.460000 sec): 3 clusters
  Score: Raw -3344585.734928 + Penalty 4898.579200 = -3339687.155728
  nChanged 8
		SP:Iteration 176Q (51004.810000 sec): 3 clusters
  Score: Raw -3344586.649412 + Penalty 4898.579200 = -3339688.070212
  nChanged 11
		SP:Iteration 177Q (51005.130000 sec): 3 clusters
  Score: Raw -3344587.474096 + Penalty 4898.579200 = -3339688.894896
  nChanged 9
		SP:Iteration 178Q (51005.470000 sec): 3 clusters
  Score: Raw -3344588.481327 + Penalty 4898.579200 = -3339689.902127
  nChanged 9
		SP:Iteration 179Q (51005.830000 sec): 3 clusters
  Score: Raw -3344589.354408 + Penalty 4898.579200 = -3339690.775208
  nChanged 13
		SP:Iteration 180F (51006.170000 sec): 3 clusters
  Score: Raw -3344590.419850 + Penalty 4898.579200 = -3339691.840650
  nChanged 9
		SP:Iteration 181Q (51006.530000 sec): 3 clusters
  Score: Raw -3344591.322938 + Penalty 4898.579200 = -3339692.743738
  nChanged 10
		SP:Iteration 182Q (51006.870000 sec): 3 clusters
  Score: Raw -3344592.043103 + Penalty 4898.579200 = -3339693.463903
  nChanged 13
		SP:Iteration 183Q (51007.120000 sec): 3 clusters
  Score: Raw -3344592.947750 + Penalty 4898.579200 = -3339694.368550
  nChanged 6
		SP:Iteration 184Q (51007.410000 sec): 3 clusters
  Score: Raw -3344593.430015 + Penalty 4898.579200 = -3339694.850815
  nChanged 9
		SP:Iteration 185Q (51007.800000 sec): 3 clusters
  Score: Raw -3344594.218103 + Penalty 4898.579200 = -3339695.638903
  nChanged 8
		SP:Iteration 186Q (51008.140000 sec): 3 clusters
  Score: Raw -3344594.930099 + Penalty 4898.579200 = -3339696.350899
  nChanged 9
		SP:Iteration 187Q (51008.510000 sec): 3 clusters
  Score: Raw -3344595.707717 + Penalty 4898.579200 = -3339697.128517
  nChanged 13
		SP:Iteration 188Q (51008.850000 sec): 3 clusters
  Score: Raw -3344596.914163 + Penalty 4898.579200 = -3339698.334963
  nChanged 10
		SP:Iteration 189Q (51009.170000 sec): 3 clusters
  Score: Raw -3344597.803835 + Penalty 4898.579200 = -3339699.224635
  nChanged 10
		SP:Iteration 190Q (51009.550000 sec): 3 clusters
  Score: Raw -3344599.004896 + Penalty 4898.579200 = -3339700.425696
  nChanged 9
		SP:Iteration 191Q (51009.900000 sec): 3 clusters
  Score: Raw -3344599.902188 + Penalty 4898.579200 = -3339701.322988
  nChanged 8
		SP:Iteration 192Q (51010.210000 sec): 3 clusters
  Score: Raw -3344600.338716 + Penalty 4898.579200 = -3339701.759516
  nChanged 3
		SP:Iteration 193Q (51010.480000 sec): 3 clusters
  Score: Raw -3344600.501179 + Penalty 4898.579200 = -3339701.921979
  nChanged 2
		SP:Iteration 194Q (51010.860000 sec): 3 clusters
  Score: Raw -3344600.695884 + Penalty 4898.579200 = -3339702.116684
  nChanged 3
		SP:Iteration 195Q (51011.110000 sec): 3 clusters
  Score: Raw -3344601.049082 + Penalty 4898.579200 = -3339702.469882
  nChanged 5
		SP:Iteration 196Q (51011.460000 sec): 3 clusters
  Score: Raw -3344601.387147 + Penalty 4898.579200 = -3339702.807947
  nChanged 6
		SP:Iteration 197Q (51011.810000 sec): 3 clusters
  Score: Raw -3344601.853031 + Penalty 4898.579200 = -3339703.273831
  nChanged 6
		SP:Iteration 198Q (51012.160000 sec): 3 clusters
  Score: Raw -3344602.076943 + Penalty 4898.579200 = -3339703.497743
  nChanged 1
		SP:Iteration 199Q (51012.470000 sec): 3 clusters
  Score: Raw -3344602.118819 + Penalty 4898.579200 = -3339703.539619
  nChanged 0
		SP:Iteration 200F (51012.750000 sec): 3 clusters
  Score: Raw -3344602.118819 + Penalty 4898.579200 = -3339703.539619
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 10 (551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51012.810000 sec): 2 clusters
  Score: Raw -81785.389752 + Penalty 1565.310233 = -80220.079519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51012.990000 sec): 3 clusters
  Score: Raw -81812.510887 + Penalty 3130.620465 = -78681.890421
  nChanged 100
		SP:Iteration 1F (51013.160000 sec): 3 clusters
  Score: Raw -82065.574291 + Penalty 3130.620465 = -78934.953825
  nChanged 42
		SP:Iteration 2F (51013.340000 sec): 3 clusters
  Score: Raw -82202.575872 + Penalty 3130.620465 = -79071.955407
  nChanged 40
		SP:Iteration 3F (51013.510000 sec): 3 clusters
  Score: Raw -82351.516351 + Penalty 3130.620465 = -79220.895886
  nChanged 35
		SP:Iteration 4F (51013.690000 sec): 3 clusters
  Score: Raw -82589.074765 + Penalty 3130.620465 = -79458.454299
  nChanged 35
		SP:Iteration 5F (51013.870000 sec): 3 clusters
  Score: Raw -82768.276913 + Penalty 3130.620465 = -79637.656448
  nChanged 25
		SP:Iteration 6Q (51014.040000 sec): 3 clusters
  Score: Raw -82872.254664 + Penalty 3130.620465 = -79741.634199
  nChanged 16
		SP:Iteration 7Q (51014.180000 sec): 3 clusters
  Score: Raw -82933.447700 + Penalty 3130.620465 = -79802.827235
  nChanged 12
		SP:Iteration 8Q (51014.190000 sec): 3 clusters
  Score: Raw -82965.733480 + Penalty 3130.620465 = -79835.113015
  nChanged 1
		SP:Iteration 9Q (51014.210000 sec): 3 clusters
  Score: Raw -82968.380831 + Penalty 3130.620465 = -79837.760366
  nChanged 2
		SP:Iteration 10Q (51014.230000 sec): 3 clusters
  Score: Raw -82973.042627 + Penalty 3130.620465 = -79842.422161
  nChanged 0
		SP:Iteration 11F (51014.260000 sec): 3 clusters
  Score: Raw -82973.042627 + Penalty 3130.620465 = -79842.422161
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51014.290000 sec): 2 clusters
  Score: Raw -76738.142255 + Penalty 1533.668925 = -75204.473330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51014.320000 sec): 3 clusters
  Score: Raw -76859.172061 + Penalty 3067.337850 = -73791.834211
  nChanged 92
		SP:Iteration 1F (51014.340000 sec): 3 clusters
  Score: Raw -77068.379768 + Penalty 3067.337850 = -74001.041918
  nChanged 30
		SP:Iteration 2F (51014.360000 sec): 3 clusters
  Score: Raw -77161.660680 + Penalty 3067.337850 = -74094.322830
  nChanged 15
		SP:Iteration 3Q (51014.390000 sec): 3 clusters
  Score: Raw -77204.325564 + Penalty 3067.337850 = -74136.987714
  nChanged 9
		SP:Iteration 4Q (51014.410000 sec): 3 clusters
  Score: Raw -77237.614941 + Penalty 3067.337850 = -74170.277092
  nChanged 8
		SP:Iteration 5Q (51014.430000 sec): 3 clusters
  Score: Raw -77270.039753 + Penalty 3067.337850 = -74202.701903
  nChanged 9
		SP:Iteration 6Q (51014.450000 sec): 3 clusters
  Score: Raw -77298.790916 + Penalty 3067.337850 = -74231.453067
  nChanged 3
		SP:Iteration 7Q (51014.480000 sec): 3 clusters
  Score: Raw -77317.024855 + Penalty 3067.337850 = -74249.687005
  nChanged 4
		SP:Iteration 8Q (51014.500000 sec): 3 clusters
  Score: Raw -77328.612225 + Penalty 3067.337850 = -74261.274375
  nChanged 3
		SP:Iteration 9Q (51014.520000 sec): 3 clusters
  Score: Raw -77338.459299 + Penalty 3067.337850 = -74271.121449
  nChanged 2
		SP:Iteration 10Q (51014.550000 sec): 3 clusters
  Score: Raw -77342.406171 + Penalty 3067.337850 = -74275.068321
  nChanged 1
		SP:Iteration 11Q (51014.570000 sec): 3 clusters
  Score: Raw -77345.150430 + Penalty 3067.337850 = -74277.812581
  nChanged 1
		SP:Iteration 12Q (51014.590000 sec): 3 clusters
  Score: Raw -77348.724626 + Penalty 3067.337850 = -74281.386776
  nChanged 2
		SP:Iteration 13Q (51014.610000 sec): 3 clusters
  Score: Raw -77352.099277 + Penalty 3067.337850 = -74284.761427
  nChanged 2
		SP:Iteration 14Q (51014.640000 sec): 3 clusters
  Score: Raw -77355.880757 + Penalty 3067.337850 = -74288.542907
  nChanged 0
		SP:Iteration 15F (51014.660000 sec): 3 clusters
  Score: Raw -77355.880757 + Penalty 3067.337850 = -74288.542907
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 12 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51014.710000 sec): 2 clusters
  Score: Raw -154306.595330 + Penalty 1690.821982 = -152615.773348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51014.740000 sec): 3 clusters
  Score: Raw -154138.124527 + Penalty 3381.643963 = -150756.480564
  nChanged 233
		SP:Iteration 1F (51014.770000 sec): 3 clusters
  Score: Raw -154439.967859 + Penalty 3381.643963 = -151058.323896
  nChanged 67
		SP:Iteration 2F (51014.800000 sec): 3 clusters
  Score: Raw -154521.722270 + Penalty 3381.643963 = -151140.078306
  nChanged 16
		SP:Iteration 3Q (51014.830000 sec): 3 clusters
  Score: Raw -154545.290083 + Penalty 3381.643963 = -151163.646120
  nChanged 7
		SP:Iteration 4Q (51014.860000 sec): 3 clusters
  Score: Raw -154552.354729 + Penalty 3381.643963 = -151170.710765
  nChanged 3
		SP:Iteration 5Q (51014.890000 sec): 3 clusters
  Score: Raw -154555.016440 + Penalty 3381.643963 = -151173.372476
  nChanged 2
		SP:Iteration 6Q (51014.920000 sec): 3 clusters
  Score: Raw -154557.866101 + Penalty 3381.643963 = -151176.222138
  nChanged 1
		SP:Iteration 7Q (51014.950000 sec): 3 clusters
  Score: Raw -154558.944175 + Penalty 3381.643963 = -151177.300212
  nChanged 2
		SP:Iteration 8Q (51014.990000 sec): 3 clusters
  Score: Raw -154561.974569 + Penalty 3381.643963 = -151180.330606
  nChanged 2
		SP:Iteration 9Q (51015.010000 sec): 3 clusters
  Score: Raw -154563.280689 + Penalty 3381.643963 = -151181.636725
  nChanged 2
		SP:Iteration 10Q (51015.050000 sec): 3 clusters
  Score: Raw -154566.618189 + Penalty 3381.643963 = -151184.974226
  nChanged 1
		SP:Iteration 11Q (51015.080000 sec): 3 clusters
  Score: Raw -154567.827511 + Penalty 3381.643963 = -151186.183548
  nChanged 0
		SP:Iteration 12F (51015.110000 sec): 3 clusters
  Score: Raw -154567.827511 + Penalty 3381.643963 = -151186.183548
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 13 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51015.150000 sec): 2 clusters
  Score: Raw -90966.002248 + Penalty 1571.093454 = -89394.908794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51015.170000 sec): 3 clusters
  Score: Raw -90929.644423 + Penalty 3142.186909 = -87787.457514
  nChanged 115
		SP:Iteration 1F (51015.190000 sec): 3 clusters
  Score: Raw -91108.667006 + Penalty 3142.186909 = -87966.480097
  nChanged 30
		SP:Iteration 2F (51015.210000 sec): 3 clusters
  Score: Raw -91185.096703 + Penalty 3142.186909 = -88042.909794
  nChanged 17
		SP:Iteration 3Q (51015.240000 sec): 3 clusters
  Score: Raw -91232.180811 + Penalty 3142.186909 = -88089.993902
  nChanged 15
		SP:Iteration 4Q (51015.260000 sec): 3 clusters
  Score: Raw -91276.752349 + Penalty 3142.186909 = -88134.565440
  nChanged 12
		SP:Iteration 5Q (51015.280000 sec): 3 clusters
  Score: Raw -91316.776174 + Penalty 3142.186909 = -88174.589265
  nChanged 10
		SP:Iteration 6Q (51015.310000 sec): 3 clusters
  Score: Raw -91335.847351 + Penalty 3142.186909 = -88193.660442
  nChanged 4
		SP:Iteration 7Q (51015.330000 sec): 3 clusters
  Score: Raw -91348.866576 + Penalty 3142.186909 = -88206.679667
  nChanged 6
		SP:Iteration 8Q (51015.350000 sec): 3 clusters
  Score: Raw -91363.887002 + Penalty 3142.186909 = -88221.700093
  nChanged 2
		SP:Iteration 9Q (51015.380000 sec): 3 clusters
  Score: Raw -91408.320670 + Penalty 3142.186909 = -88266.133762
  nChanged 5
		SP:Iteration 10Q (51015.400000 sec): 3 clusters
  Score: Raw -91416.982756 + Penalty 3142.186909 = -88274.795847
  nChanged 3
		SP:Iteration 11Q (51015.420000 sec): 3 clusters
  Score: Raw -91423.119767 + Penalty 3142.186909 = -88280.932858
  nChanged 2
		SP:Iteration 12Q (51015.450000 sec): 3 clusters
  Score: Raw -91428.493897 + Penalty 3142.186909 = -88286.306988
  nChanged 0
		SP:Iteration 13F (51015.470000 sec): 3 clusters
  Score: Raw -91428.493897 + Penalty 3142.186909 = -88286.306988
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51015.500000 sec): 2 clusters
  Score: Raw -48731.471813 + Penalty 1450.632545 = -47280.839268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51015.510000 sec): 3 clusters
  Score: Raw -48928.395088 + Penalty 2901.265091 = -46027.129997
  nChanged 68
		SP:Iteration 1F (51015.710000 sec): 3 clusters
  Score: Raw -49364.156496 + Penalty 2901.265091 = -46462.891405
  nChanged 39
		SP:Iteration 2F (51015.820000 sec): 3 clusters
  Score: Raw -49640.716064 + Penalty 2901.265091 = -46739.450973
  nChanged 27
		SP:Iteration 3F (51015.990000 sec): 3 clusters
  Score: Raw -49943.740375 + Penalty 2901.265091 = -47042.475284
  nChanged 14
		SP:Iteration 4Q (51016.170000 sec): 3 clusters
  Score: Raw -50161.677416 + Penalty 2901.265091 = -47260.412325
  nChanged 10
		SP:Iteration 5Q (51016.340000 sec): 3 clusters
  Score: Raw -50423.150920 + Penalty 2901.265091 = -47521.885829
  nChanged 4
		SP:Iteration 6Q (51016.530000 sec): 3 clusters
  Score: Raw -50476.251274 + Penalty 2901.265091 = -47574.986183
  nChanged 5
		SP:Iteration 7Q (51016.700000 sec): 3 clusters
  Score: Raw -50542.646677 + Penalty 2901.265091 = -47641.381586
  nChanged 1
		SP:Iteration 8Q (51016.880000 sec): 3 clusters
  Score: Raw -50597.703254 + Penalty 2901.265091 = -47696.438163
  nChanged 2
		SP:Iteration 9Q (51017.060000 sec): 3 clusters
  Score: Raw -50702.911309 + Penalty 2901.265091 = -47801.646218
  nChanged 1
		SP:Iteration 10Q (51017.230000 sec): 3 clusters
  Score: Raw -50938.690701 + Penalty 2901.265091 = -48037.425610
  nChanged 0
		SP:Iteration 11F (51017.410000 sec): 3 clusters
  Score: Raw -50941.931975 + Penalty 2901.265091 = -48040.666884
  nChanged 1
		SP:Iteration 12Q (51017.580000 sec): 3 clusters
  Score: Raw -50981.362208 + Penalty 2901.265091 = -48080.097117
  nChanged 1
		SP:Iteration 13Q (51017.760000 sec): 3 clusters
  Score: Raw -51079.838550 + Penalty 2901.265091 = -48178.573459
  nChanged 1
		SP:Iteration 14Q (51017.940000 sec): 3 clusters
  Score: Raw -51400.156389 + Penalty 2901.265091 = -48498.891298
  nChanged 1
		SP:Iteration 15Q (51018.110000 sec): 3 clusters
  Score: Raw -51414.568714 + Penalty 2901.265091 = -48513.303623
  nChanged 0
		SP:Iteration 16F (51018.290000 sec): 3 clusters
  Score: Raw -51414.568714 + Penalty 2901.265091 = -48513.303623
  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 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51018.380000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51018.550000 sec): 3 clusters
  Score: Raw -88237.952035 + Penalty 3127.006606 = -85110.945429
  nChanged 101
		SP:Iteration 1F (51018.730000 sec): 3 clusters
  Score: Raw -88530.936794 + Penalty 3127.006606 = -85403.930188
  nChanged 40
		SP:Iteration 2F (51018.900000 sec): 3 clusters
  Score: Raw -88788.855404 + Penalty 3127.006606 = -85661.848798
  nChanged 27
		SP:Iteration 3Q (51019.080000 sec): 3 clusters
  Score: Raw -88880.085682 + Penalty 3127.006606 = -85753.079076
  nChanged 8
		SP:Iteration 4Q (51019.300000 sec): 3 clusters
  Score: Raw -88894.358814 + Penalty 3127.006606 = -85767.352208
  nChanged 2
		SP:Iteration 5Q (51019.470000 sec): 3 clusters
  Score: Raw -88898.437238 + Penalty 3127.006606 = -85771.430632
  nChanged 4
		SP:Iteration 6Q (51019.650000 sec): 3 clusters
  Score: Raw -88908.665103 + Penalty 3127.006606 = -85781.658497
  nChanged 6
		SP:Iteration 7Q (51019.820000 sec): 3 clusters
  Score: Raw -88920.492751 + Penalty 3127.006606 = -85793.486145
  nChanged 3
		SP:Iteration 8Q (51019.990000 sec): 3 clusters
  Score: Raw -88926.574784 + Penalty 3127.006606 = -85799.568178
  nChanged 2
		SP:Iteration 9Q (51020.170000 sec): 3 clusters
  Score: Raw -88931.193735 + Penalty 3127.006606 = -85804.187129
  nChanged 2
		SP:Iteration 10Q (51020.340000 sec): 3 clusters
  Score: Raw -88938.201386 + Penalty 3127.006606 = -85811.194780
  nChanged 4
		SP:Iteration 11Q (51020.520000 sec): 3 clusters
  Score: Raw -88947.328537 + Penalty 3127.006606 = -85820.321931
  nChanged 1
		SP:Iteration 12Q (51020.690000 sec): 3 clusters
  Score: Raw -88949.130276 + Penalty 3127.006606 = -85822.123670
  nChanged 0
		SP:Iteration 13F (51020.740000 sec): 3 clusters
  Score: Raw -88949.130276 + Penalty 3127.006606 = -85822.123670
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51020.760000 sec): 2 clusters
  Score: Raw -52299.371293 + Penalty 1431.317399 = -50868.053894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51020.780000 sec): 3 clusters
  Score: Raw -52414.691841 + Penalty 2862.634797 = -49552.057044
  nChanged 41
		SP:Iteration 1F (51020.810000 sec): 3 clusters
  Score: Raw -52588.213147 + Penalty 2862.634797 = -49725.578350
  nChanged 15
		SP:Iteration 2Q (51020.850000 sec): 3 clusters
  Score: Raw -52714.867392 + Penalty 2862.634797 = -49852.232595
  nChanged 8
		SP:Iteration 3Q (51020.880000 sec): 3 clusters
  Score: Raw -53098.998520 + Penalty 2862.634797 = -50236.363722
  nChanged 20
		SP:Iteration 4F (51020.930000 sec): 3 clusters
  Score: Raw -53179.660818 + Penalty 2862.634797 = -50317.026021
  nChanged 10
		SP:Iteration 5Q (51020.970000 sec): 3 clusters
  Score: Raw -53219.725959 + Penalty 2862.634797 = -50357.091162
  nChanged 8
		SP:Iteration 6Q (51021.010000 sec): 3 clusters
  Score: Raw -53259.490365 + Penalty 2862.634797 = -50396.855568
  nChanged 3
		SP:Iteration 7Q (51021.050000 sec): 3 clusters
  Score: Raw -53281.739029 + Penalty 2862.634797 = -50419.104232
  nChanged 3
		SP:Iteration 8Q (51021.100000 sec): 3 clusters
  Score: Raw -53305.213489 + Penalty 2862.634797 = -50442.578692
  nChanged 4
		SP:Iteration 9Q (51021.140000 sec): 3 clusters
  Score: Raw -53322.632532 + Penalty 2862.634797 = -50459.997735
  nChanged 2
		SP:Iteration 10Q (51021.270000 sec): 3 clusters
  Score: Raw -53331.800505 + Penalty 2862.634797 = -50469.165708
  nChanged 1
		SP:Iteration 11Q (51021.440000 sec): 3 clusters
  Score: Raw -53335.861607 + Penalty 2862.634797 = -50473.226810
  nChanged 1
		SP:Iteration 12Q (51021.620000 sec): 3 clusters
  Score: Raw -53339.247331 + Penalty 2862.634797 = -50476.612534
  nChanged 1
		SP:Iteration 13Q (51021.800000 sec): 3 clusters
  Score: Raw -53342.270120 + Penalty 2862.634797 = -50479.635323
  nChanged 0
		SP:Iteration 14F (51021.840000 sec): 3 clusters
  Score: Raw -53342.270120 + Penalty 2862.634797 = -50479.635323
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 17 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51021.880000 sec): 2 clusters
  Score: Raw -46672.824446 + Penalty 1470.538108 = -45202.286339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51021.890000 sec): 3 clusters
  Score: Raw -46878.018959 + Penalty 2941.076215 = -43936.942744
  nChanged 83
		SP:Iteration 1F (51021.900000 sec): 3 clusters
  Score: Raw -47186.324265 + Penalty 2941.076215 = -44245.248050
  nChanged 27
		SP:Iteration 2F (51021.920000 sec): 3 clusters
  Score: Raw -47340.589858 + Penalty 2941.076215 = -44399.513643
  nChanged 8
		SP:Iteration 3Q (51021.930000 sec): 3 clusters
  Score: Raw -47366.353417 + Penalty 2941.076215 = -44425.277202
  nChanged 2
		SP:Iteration 4Q (51021.940000 sec): 3 clusters
  Score: Raw -47377.618960 + Penalty 2941.076215 = -44436.542745
  nChanged 3
		SP:Iteration 5Q (51021.960000 sec): 3 clusters
  Score: Raw -47403.795464 + Penalty 2941.076215 = -44462.719249
  nChanged 4
		SP:Iteration 6Q (51021.980000 sec): 3 clusters
  Score: Raw -47432.801044 + Penalty 2941.076215 = -44491.724829
  nChanged 5
		SP:Iteration 7Q (51021.990000 sec): 3 clusters
  Score: Raw -47472.206998 + Penalty 2941.076215 = -44531.130783
  nChanged 6
		SP:Iteration 8Q (51022.000000 sec): 3 clusters
  Score: Raw -47525.899238 + Penalty 2941.076215 = -44584.823023
  nChanged 8
		SP:Iteration 9Q (51022.020000 sec): 3 clusters
  Score: Raw -47618.543797 + Penalty 2941.076215 = -44677.467582
  nChanged 7
		SP:Iteration 10Q (51022.040000 sec): 3 clusters
  Score: Raw -47680.582218 + Penalty 2941.076215 = -44739.506003
  nChanged 7
		SP:Iteration 11Q (51022.050000 sec): 3 clusters
  Score: Raw -47728.115234 + Penalty 2941.076215 = -44787.039019
  nChanged 5
		SP:Iteration 12Q (51022.060000 sec): 3 clusters
  Score: Raw -47843.478756 + Penalty 2941.076215 = -44902.402541
  nChanged 4
		SP:Iteration 13Q (51022.080000 sec): 3 clusters
  Score: Raw -48038.729342 + Penalty 2941.076215 = -45097.653127
  nChanged 7
		SP:Iteration 14Q (51022.090000 sec): 3 clusters
  Score: Raw -48070.272854 + Penalty 2941.076215 = -45129.196638
  nChanged 1
		SP:Iteration 15Q (51022.100000 sec): 3 clusters
  Score: Raw -48079.896688 + Penalty 2941.076215 = -45138.820473
  nChanged 1
		SP:Iteration 16Q (51022.120000 sec): 3 clusters
  Score: Raw -48084.302245 + Penalty 2941.076215 = -45143.226030
  nChanged 0
		SP:Iteration 17F (51022.140000 sec): 3 clusters
  Score: Raw -48084.302245 + Penalty 2941.076215 = -45143.226030
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 18 (1558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51022.200000 sec): 2 clusters
  Score: Raw -286887.402473 + Penalty 1823.087240 = -285064.315233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51022.370000 sec): 3 clusters
  Score: Raw -286391.737432 + Penalty 3646.174480 = -282745.562952
  nChanged 477
		SP:Iteration 1F (51022.550000 sec): 3 clusters
  Score: Raw -286780.142276 + Penalty 3646.174480 = -283133.967796
  nChanged 106
		SP:Iteration 2F (51022.720000 sec): 3 clusters
  Score: Raw -286882.787062 + Penalty 3646.174480 = -283236.612582
  nChanged 59
		SP:Iteration 3Q (51022.900000 sec): 3 clusters
  Score: Raw -286956.841781 + Penalty 3646.174480 = -283310.667301
  nChanged 51
		SP:Iteration 4Q (51023.080000 sec): 3 clusters
  Score: Raw -287008.654367 + Penalty 3646.174480 = -283362.479886
  nChanged 25
		SP:Iteration 5Q (51023.250000 sec): 3 clusters
  Score: Raw -287035.886682 + Penalty 3646.174480 = -283389.712202
  nChanged 27
		SP:Iteration 6Q (51023.430000 sec): 3 clusters
  Score: Raw -287054.696672 + Penalty 3646.174480 = -283408.522192
  nChanged 13
		SP:Iteration 7Q (51023.600000 sec): 3 clusters
  Score: Raw -287061.938418 + Penalty 3646.174480 = -283415.763938
  nChanged 8
		SP:Iteration 8Q (51023.780000 sec): 3 clusters
  Score: Raw -287068.224524 + Penalty 3646.174480 = -283422.050044
  nChanged 9
		SP:Iteration 9Q (51023.960000 sec): 3 clusters
  Score: Raw -287077.200147 + Penalty 3646.174480 = -283431.025667
  nChanged 9
		SP:Iteration 10Q (51024.130000 sec): 3 clusters
  Score: Raw -287082.469902 + Penalty 3646.174480 = -283436.295421
  nChanged 6
		SP:Iteration 11Q (51024.310000 sec): 3 clusters
  Score: Raw -287087.713460 + Penalty 3646.174480 = -283441.538980
  nChanged 6
		SP:Iteration 12Q (51024.480000 sec): 3 clusters
  Score: Raw -287092.451400 + Penalty 3646.174480 = -283446.276920
  nChanged 3
		SP:Iteration 13Q (51024.660000 sec): 3 clusters
  Score: Raw -287094.217593 + Penalty 3646.174480 = -283448.043112
  nChanged 2
		SP:Iteration 14Q (51024.830000 sec): 3 clusters
  Score: Raw -287095.153401 + Penalty 3646.174480 = -283448.978921
  nChanged 1
		SP:Iteration 15Q (51025.010000 sec): 3 clusters
  Score: Raw -287095.743575 + Penalty 3646.174480 = -283449.569095
  nChanged 1
		SP:Iteration 16Q (51025.180000 sec): 3 clusters
  Score: Raw -287096.298189 + Penalty 3646.174480 = -283450.123709
  nChanged 1
		SP:Iteration 17Q (51025.360000 sec): 3 clusters
  Score: Raw -287097.131442 + Penalty 3646.174480 = -283450.956961
  nChanged 4
		SP:Iteration 18Q (51025.540000 sec): 3 clusters
  Score: Raw -287099.902894 + Penalty 3646.174480 = -283453.728414
  nChanged 3
		SP:Iteration 19Q (51025.710000 sec): 3 clusters
  Score: Raw -287100.833087 + Penalty 3646.174480 = -283454.658607
  nChanged 1
		SP:Iteration 20F (51025.890000 sec): 3 clusters
  Score: Raw -287101.745596 + Penalty 3646.174480 = -283455.571116
  nChanged 3
		SP:Iteration 21Q (51026.060000 sec): 3 clusters
  Score: Raw -287103.792424 + Penalty 3646.174480 = -283457.617944
  nChanged 4
		SP:Iteration 22Q (51026.240000 sec): 3 clusters
  Score: Raw -287106.365942 + Penalty 3646.174480 = -283460.191462
  nChanged 1
		SP:Iteration 23Q (51026.420000 sec): 3 clusters
  Score: Raw -287106.971558 + Penalty 3646.174480 = -283460.797078
  nChanged 1
		SP:Iteration 24Q (51026.590000 sec): 3 clusters
  Score: Raw -287107.942677 + Penalty 3646.174480 = -283461.768197
  nChanged 2
		SP:Iteration 25Q (51026.770000 sec): 3 clusters
  Score: Raw -287110.930759 + Penalty 3646.174480 = -283464.756279
  nChanged 1
		SP:Iteration 26Q (51026.980000 sec): 3 clusters
  Score: Raw -287112.728131 + Penalty 3646.174480 = -283466.553651
  nChanged 1
		SP:Iteration 27Q (51027.180000 sec): 3 clusters
  Score: Raw -287113.366850 + Penalty 3646.174480 = -283467.192370
  nChanged 0
		SP:Iteration 28F (51027.340000 sec): 3 clusters
  Score: Raw -287113.366850 + Penalty 3646.174480 = -283467.192370
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (15932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51027.520000 sec): 2 clusters
  Score: Raw -2931115.364924 + Penalty 2399.669066 = -2928715.695858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51027.890000 sec): 3 clusters
  Score: Raw -2922075.085637 + Penalty 4799.338132 = -2917275.747505
  nChanged 6888
		SP:Iteration 1F (51028.230000 sec): 3 clusters
  Score: Raw -2925966.238537 + Penalty 4799.338132 = -2921166.900405
  nChanged 1147
		SP:Iteration 2F (51028.530000 sec): 3 clusters
  Score: Raw -2926676.188648 + Penalty 4799.338132 = -2921876.850516
  nChanged 1114
		SP:Iteration 3F (51028.880000 sec): 3 clusters
  Score: Raw -2927438.106316 + Penalty 4799.338132 = -2922638.768184
  nChanged 1164
		SP:Iteration 4F (51029.180000 sec): 3 clusters
  Score: Raw -2928338.374643 + Penalty 4799.338132 = -2923539.036511
  nChanged 1115
		SP:Iteration 5F (51029.530000 sec): 3 clusters
  Score: Raw -2929182.819902 + Penalty 4799.338132 = -2924383.481770
  nChanged 1025
		SP:Iteration 6F (51029.840000 sec): 3 clusters
  Score: Raw -2929906.694570 + Penalty 4799.338132 = -2925107.356437
  nChanged 864
		SP:Iteration 7F (51030.190000 sec): 3 clusters
  Score: Raw -2930445.909656 + Penalty 4799.338132 = -2925646.571524
  nChanged 644
		SP:Iteration 8Q (51030.490000 sec): 3 clusters
  Score: Raw -2930807.046932 + Penalty 4799.338132 = -2926007.708800
  nChanged 459
		SP:Iteration 9Q (51030.790000 sec): 3 clusters
  Score: Raw -2931062.345003 + Penalty 4799.338132 = -2926263.006871
  nChanged 357
		SP:Iteration 10Q (51031.140000 sec): 3 clusters
  Score: Raw -2931256.417885 + Penalty 4799.338132 = -2926457.079753
  nChanged 276
		SP:Iteration 11Q (51031.490000 sec): 3 clusters
  Score: Raw -2931429.578913 + Penalty 4799.338132 = -2926630.240780
  nChanged 247
		SP:Iteration 12Q (51031.770000 sec): 3 clusters
  Score: Raw -2931619.528630 + Penalty 4799.338132 = -2926820.190497
  nChanged 233
		SP:Iteration 13Q (51032.120000 sec): 3 clusters
  Score: Raw -2931792.688472 + Penalty 4799.338132 = -2926993.350340
  nChanged 210
		SP:Iteration 14Q (51032.420000 sec): 3 clusters
  Score: Raw -2931919.237869 + Penalty 4799.338132 = -2927119.899736
  nChanged 155
		SP:Iteration 15Q (51032.770000 sec): 3 clusters
  Score: Raw -2931997.675550 + Penalty 4799.338132 = -2927198.337418
  nChanged 114
		SP:Iteration 16Q (51033.070000 sec): 3 clusters
  Score: Raw -2932042.247470 + Penalty 4799.338132 = -2927242.909337
  nChanged 90
		SP:Iteration 17Q (51033.410000 sec): 3 clusters
  Score: Raw -2932074.377053 + Penalty 4799.338132 = -2927275.038921
  nChanged 78
		SP:Iteration 18Q (51033.710000 sec): 3 clusters
  Score: Raw -2932096.880713 + Penalty 4799.338132 = -2927297.542580
  nChanged 61
		SP:Iteration 19Q (51034.060000 sec): 3 clusters
  Score: Raw -2932112.337512 + Penalty 4799.338132 = -2927312.999380
  nChanged 55
		SP:Iteration 20F (51034.360000 sec): 3 clusters
  Score: Raw -2932125.305490 + Penalty 4799.338132 = -2927325.967357
  nChanged 38
		SP:Iteration 21Q (51034.710000 sec): 3 clusters
  Score: Raw -2932133.638136 + Penalty 4799.338132 = -2927334.300004
  nChanged 39
		SP:Iteration 22Q (51035.010000 sec): 3 clusters
  Score: Raw -2932141.224179 + Penalty 4799.338132 = -2927341.886047
  nChanged 30
		SP:Iteration 23Q (51035.360000 sec): 3 clusters
  Score: Raw -2932147.273479 + Penalty 4799.338132 = -2927347.935347
  nChanged 23
		SP:Iteration 24Q (51035.660000 sec): 3 clusters
  Score: Raw -2932151.971450 + Penalty 4799.338132 = -2927352.633317
  nChanged 16
		SP:Iteration 25Q (51036.010000 sec): 3 clusters
  Score: Raw -2932155.155540 + Penalty 4799.338132 = -2927355.817408
  nChanged 14
		SP:Iteration 26Q (51036.310000 sec): 3 clusters
  Score: Raw -2932157.681923 + Penalty 4799.338132 = -2927358.343790
  nChanged 16
		SP:Iteration 27Q (51036.650000 sec): 3 clusters
  Score: Raw -2932161.024885 + Penalty 4799.338132 = -2927361.686753
  nChanged 18
		SP:Iteration 28Q (51036.950000 sec): 3 clusters
  Score: Raw -2932165.724167 + Penalty 4799.338132 = -2927366.386035
  nChanged 17
		SP:Iteration 29Q (51037.300000 sec): 3 clusters
  Score: Raw -2932170.973608 + Penalty 4799.338132 = -2927371.635476
  nChanged 23
		SP:Iteration 30Q (51037.600000 sec): 3 clusters
  Score: Raw -2932175.904282 + Penalty 4799.338132 = -2927376.566149
  nChanged 25
		SP:Iteration 31Q (51037.950000 sec): 3 clusters
  Score: Raw -2932180.248538 + Penalty 4799.338132 = -2927380.910405
  nChanged 14
		SP:Iteration 32Q (51038.250000 sec): 3 clusters
  Score: Raw -2932182.955695 + Penalty 4799.338132 = -2927383.617563
  nChanged 15
		SP:Iteration 33Q (51038.590000 sec): 3 clusters
  Score: Raw -2932185.589540 + Penalty 4799.338132 = -2927386.251407
  nChanged 10
		SP:Iteration 34Q (51038.850000 sec): 3 clusters
  Score: Raw -2932187.454851 + Penalty 4799.338132 = -2927388.116719
  nChanged 11
		SP:Iteration 35Q (51039.150000 sec): 3 clusters
  Score: Raw -2932189.308470 + Penalty 4799.338132 = -2927389.970337
  nChanged 11
		SP:Iteration 36Q (51039.540000 sec): 3 clusters
  Score: Raw -2932191.009059 + Penalty 4799.338132 = -2927391.670926
  nChanged 11
		SP:Iteration 37Q (51039.850000 sec): 3 clusters
  Score: Raw -2932192.802354 + Penalty 4799.338132 = -2927393.464222
  nChanged 7
		SP:Iteration 38Q (51040.160000 sec): 3 clusters
  Score: Raw -2932194.338448 + Penalty 4799.338132 = -2927395.000316
  nChanged 8
		SP:Iteration 39Q (51040.510000 sec): 3 clusters
  Score: Raw -2932195.825627 + Penalty 4799.338132 = -2927396.487495
  nChanged 6
		SP:Iteration 40F (51040.850000 sec): 3 clusters
  Score: Raw -2932196.662520 + Penalty 4799.338132 = -2927397.324388
  nChanged 7
		SP:Iteration 41Q (51041.160000 sec): 3 clusters
  Score: Raw -2932197.690225 + Penalty 4799.338132 = -2927398.352093
  nChanged 4
		SP:Iteration 42Q (51041.460000 sec): 3 clusters
  Score: Raw -2932198.404935 + Penalty 4799.338132 = -2927399.066803
  nChanged 3
		SP:Iteration 43Q (51041.810000 sec): 3 clusters
  Score: Raw -2932198.876679 + Penalty 4799.338132 = -2927399.538547
  nChanged 4
		SP:Iteration 44Q (51042.160000 sec): 3 clusters
  Score: Raw -2932199.661210 + Penalty 4799.338132 = -2927400.323077
  nChanged 2
		SP:Iteration 45Q (51042.460000 sec): 3 clusters
  Score: Raw -2932200.014995 + Penalty 4799.338132 = -2927400.676862
  nChanged 0
		SP:Iteration 46F (51042.810000 sec): 3 clusters
  Score: Raw -2932200.014995 + Penalty 4799.338132 = -2927400.676862
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (99 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51042.880000 sec): 2 clusters
  Score: Raw -16137.455300 + Penalty 1139.589723 = -14997.865577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51043.060000 sec): 3 clusters
  Score: Raw -16460.557457 + Penalty 2279.179446 = -14181.378012
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51043.150000 sec): 2 clusters
  Score: Raw -42744.102042 + Penalty 1403.551590 = -41340.550453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51043.320000 sec): 3 clusters
  Score: Raw -42986.159740 + Penalty 2807.103179 = -40179.056561
  nChanged 46
		SP:Iteration 1F (51043.500000 sec): 3 clusters
  Score: Raw -43204.498372 + Penalty 2807.103179 = -40397.395193
  nChanged 15
		SP:Iteration 2F (51043.670000 sec): 3 clusters
  Score: Raw -43275.933090 + Penalty 2807.103179 = -40468.829911
  nChanged 13
		SP:Iteration 3Q (51043.850000 sec): 3 clusters
  Score: Raw -43395.760582 + Penalty 2807.103179 = -40588.657403
  nChanged 11
		SP:Iteration 4Q (51044.030000 sec): 3 clusters
  Score: Raw -43464.136626 + Penalty 2807.103179 = -40657.033447
  nChanged 9
		SP:Iteration 5Q (51044.200000 sec): 3 clusters
  Score: Raw -43527.960890 + Penalty 2807.103179 = -40720.857711
  nChanged 6
		SP:Iteration 6Q (51044.370000 sec): 3 clusters
  Score: Raw -43579.942257 + Penalty 2807.103179 = -40772.839078
  nChanged 5
		SP:Iteration 7Q (51044.550000 sec): 3 clusters
  Score: Raw -43619.662671 + Penalty 2807.103179 = -40812.559492
  nChanged 2
		SP:Iteration 8Q (51044.730000 sec): 3 clusters
  Score: Raw -43694.060305 + Penalty 2807.103179 = -40886.957126
  nChanged 1
		SP:Iteration 9Q (51044.900000 sec): 3 clusters
  Score: Raw -43737.877648 + Penalty 2807.103179 = -40930.774469
  nChanged 0
		SP:Iteration 10F (51045.080000 sec): 3 clusters
  Score: Raw -43737.877648 + Penalty 2807.103179 = -40930.774469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 22 (272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51045.170000 sec): 2 clusters
  Score: Raw -35776.558677 + Penalty 1390.238912 = -34386.319765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51045.340000 sec): 3 clusters
  Score: Raw -36068.847126 + Penalty 2780.477825 = -33288.369301
  nChanged 62
		SP:Iteration 1F (51045.520000 sec): 3 clusters
  Score: Raw -36280.522312 + Penalty 2780.477825 = -33500.044487
  nChanged 17
		SP:Iteration 2F (51045.690000 sec): 3 clusters
  Score: Raw -36378.761246 + Penalty 2780.477825 = -33598.283421
  nChanged 6
		SP:Iteration 3Q (51045.870000 sec): 3 clusters
  Score: Raw -36404.962707 + Penalty 2780.477825 = -33624.484882
  nChanged 3
		SP:Iteration 4Q (51046.050000 sec): 3 clusters
  Score: Raw -36407.807064 + Penalty 2780.477825 = -33627.329239
  nChanged 2
		SP:Iteration 5Q (51046.220000 sec): 3 clusters
  Score: Raw -36410.058578 + Penalty 2780.477825 = -33629.580753
  nChanged 1
		SP:Iteration 6Q (51046.400000 sec): 3 clusters
  Score: Raw -36414.712241 + Penalty 2780.477825 = -33634.234416
  nChanged 1
		SP:Iteration 7Q (51046.570000 sec): 3 clusters
  Score: Raw -36415.803683 + Penalty 2780.477825 = -33635.325859
  nChanged 0
		SP:Iteration 8F (51046.750000 sec): 3 clusters
  Score: Raw -36415.803683 + Penalty 2780.477825 = -33635.325859
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 23 (722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51046.840000 sec): 2 clusters
  Score: Raw -100289.427227 + Penalty 1632.342234 = -98657.084993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51047.010000 sec): 3 clusters
  Score: Raw -100240.570323 + Penalty 3264.684469 = -96975.885854
  nChanged 178
		SP:Iteration 1F (51047.190000 sec): 3 clusters
  Score: Raw -100551.341260 + Penalty 3264.684469 = -97286.656791
  nChanged 55
		SP:Iteration 2F (51047.370000 sec): 3 clusters
  Score: Raw -100762.279496 + Penalty 3264.684469 = -97497.595027
  nChanged 73
		SP:Iteration 3F (51047.540000 sec): 3 clusters
  Score: Raw -101086.523729 + Penalty 3264.684469 = -97821.839260
  nChanged 63
		SP:Iteration 4F (51047.670000 sec): 3 clusters
  Score: Raw -101381.145526 + Penalty 3264.684469 = -98116.461057
  nChanged 29
		SP:Iteration 5Q (51047.850000 sec): 3 clusters
  Score: Raw -101542.114516 + Penalty 3264.684469 = -98277.430047
  nChanged 25
		SP:Iteration 6Q (51048.030000 sec): 3 clusters
  Score: Raw -101648.443955 + Penalty 3264.684469 = -98383.759486
  nChanged 22
		SP:Iteration 7Q (51048.200000 sec): 3 clusters
  Score: Raw -101775.083428 + Penalty 3264.684469 = -98510.398960
  nChanged 21
		SP:Iteration 8Q (51048.380000 sec): 3 clusters
  Score: Raw -101871.791306 + Penalty 3264.684469 = -98607.106837
  nChanged 19
		SP:Iteration 9Q (51048.550000 sec): 3 clusters
  Score: Raw -101962.543970 + Penalty 3264.684469 = -98697.859501
  nChanged 15
		SP:Iteration 10Q (51048.730000 sec): 3 clusters
  Score: Raw -102018.101724 + Penalty 3264.684469 = -98753.417255
  nChanged 16
		SP:Iteration 11Q (51048.910000 sec): 3 clusters
  Score: Raw -102082.443191 + Penalty 3264.684469 = -98817.758722
  nChanged 20
		SP:Iteration 12Q (51049.080000 sec): 3 clusters
  Score: Raw -102164.999118 + Penalty 3264.684469 = -98900.314649
  nChanged 13
		SP:Iteration 13Q (51049.260000 sec): 3 clusters
  Score: Raw -102212.292889 + Penalty 3264.684469 = -98947.608420
  nChanged 7
		SP:Iteration 14Q (51049.440000 sec): 3 clusters
  Score: Raw -102233.934632 + Penalty 3264.684469 = -98969.250164
  nChanged 3
		SP:Iteration 15Q (51049.460000 sec): 3 clusters
  Score: Raw -102239.763538 + Penalty 3264.684469 = -98975.079069
  nChanged 4
		SP:Iteration 16Q (51049.470000 sec): 3 clusters
  Score: Raw -102249.065814 + Penalty 3264.684469 = -98984.381345
  nChanged 5
		SP:Iteration 17Q (51049.500000 sec): 3 clusters
  Score: Raw -102258.718520 + Penalty 3264.684469 = -98994.034052
  nChanged 2
		SP:Iteration 18Q (51049.530000 sec): 3 clusters
  Score: Raw -102264.405352 + Penalty 3264.684469 = -98999.720883
  nChanged 0
		SP:Iteration 19F (51049.550000 sec): 3 clusters
  Score: Raw -102264.405352 + Penalty 3264.684469 = -98999.720883
  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 3.87 GB.

 Trying to split cluster 24 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51049.610000 sec): 2 clusters
  Score: Raw -371103.029082 + Penalty 1887.491492 = -369215.537590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51049.660000 sec): 3 clusters
  Score: Raw -370333.572155 + Penalty 3774.982984 = -366558.589171
  nChanged 631
		SP:Iteration 1F (51049.710000 sec): 3 clusters
  Score: Raw -370831.613488 + Penalty 3774.982984 = -367056.630504
  nChanged 179
		SP:Iteration 2F (51049.760000 sec): 3 clusters
  Score: Raw -371096.248416 + Penalty 3774.982984 = -367321.265432
  nChanged 151
		SP:Iteration 3F (51049.810000 sec): 3 clusters
  Score: Raw -371391.942787 + Penalty 3774.982984 = -367616.959803
  nChanged 171
		SP:Iteration 4F (51049.850000 sec): 3 clusters
  Score: Raw -371721.899083 + Penalty 3774.982984 = -367946.916099
  nChanged 177
		SP:Iteration 5F (51049.900000 sec): 3 clusters
  Score: Raw -372004.813058 + Penalty 3774.982984 = -368229.830074
  nChanged 120
		SP:Iteration 6F (51049.950000 sec): 3 clusters
  Score: Raw -372227.069951 + Penalty 3774.982984 = -368452.086967
  nChanged 91
		SP:Iteration 7Q (51050.000000 sec): 3 clusters
  Score: Raw -372435.776171 + Penalty 3774.982984 = -368660.793187
  nChanged 67
		SP:Iteration 8Q (51050.050000 sec): 3 clusters
  Score: Raw -372549.597536 + Penalty 3774.982984 = -368774.614552
  nChanged 48
		SP:Iteration 9Q (51050.100000 sec): 3 clusters
  Score: Raw -372631.326786 + Penalty 3774.982984 = -368856.343802
  nChanged 30
		SP:Iteration 10Q (51050.150000 sec): 3 clusters
  Score: Raw -372683.854909 + Penalty 3774.982984 = -368908.871925
  nChanged 24
		SP:Iteration 11Q (51050.190000 sec): 3 clusters
  Score: Raw -372714.833973 + Penalty 3774.982984 = -368939.850989
  nChanged 16
		SP:Iteration 12Q (51050.250000 sec): 3 clusters
  Score: Raw -372730.278255 + Penalty 3774.982984 = -368955.295271
  nChanged 10
		SP:Iteration 13Q (51050.290000 sec): 3 clusters
  Score: Raw -372739.217537 + Penalty 3774.982984 = -368964.234553
  nChanged 6
		SP:Iteration 14Q (51050.410000 sec): 3 clusters
  Score: Raw -372744.792973 + Penalty 3774.982984 = -368969.809989
  nChanged 4
		SP:Iteration 15Q (51050.460000 sec): 3 clusters
  Score: Raw -372746.727810 + Penalty 3774.982984 = -368971.744826
  nChanged 2
		SP:Iteration 16Q (51050.510000 sec): 3 clusters
  Score: Raw -372747.987617 + Penalty 3774.982984 = -368973.004633
  nChanged 0
		SP:Iteration 17F (51050.560000 sec): 3 clusters
  Score: Raw -372747.987617 + Penalty 3774.982984 = -368973.004633
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 25 (209227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51051.870000 sec): 2 clusters
  Score: Raw -37432093.439285 + Penalty 3038.291416 = -37429055.147869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51053.710000 sec): 3 clusters
  Score: Raw -37294874.395279 + Penalty 6076.582833 = -37288797.812446
  nChanged 100613
		SP:Iteration 1F (51055.600000 sec): 3 clusters
  Score: Raw -37353563.726403 + Penalty 6076.582833 = -37347487.143570
  nChanged 5753
		SP:Iteration 2Q (51057.610000 sec): 3 clusters
  Score: Raw -37354761.219479 + Penalty 6076.582833 = -37348684.636646
  nChanged 6431
		SP:Iteration 3Q (51059.650000 sec): 3 clusters
  Score: Raw -37356365.868108 + Penalty 6076.582833 = -37350289.285275
  nChanged 7444
		SP:Iteration 4Q (51061.690000 sec): 3 clusters
  Score: Raw -37358577.259127 + Penalty 6076.582833 = -37352500.676294
  nChanged 8693
		SP:Iteration 5Q (51063.690000 sec): 3 clusters
  Score: Raw -37361574.503920 + Penalty 6076.582833 = -37355497.921087
  nChanged 9829
		SP:Iteration 6Q (51065.720000 sec): 3 clusters
  Score: Raw -37365325.641012 + Penalty 6076.582833 = -37359249.058180
  nChanged 10512
		SP:Iteration 7F (51067.590000 sec): 3 clusters
  Score: Raw -37369611.188324 + Penalty 6076.582833 = -37363534.605491
  nChanged 10520
		SP:Iteration 8F (51069.460000 sec): 3 clusters
  Score: Raw -37373993.895194 + Penalty 6076.582833 = -37367917.312361
  nChanged 10272
		SP:Iteration 9Q (51071.510000 sec): 3 clusters
  Score: Raw -37378156.364690 + Penalty 6076.582833 = -37372079.781857
  nChanged 9390
		SP:Iteration 10Q (51073.530000 sec): 3 clusters
  Score: Raw -37382020.225627 + Penalty 6076.582833 = -37375943.642795
  nChanged 8682
		SP:Iteration 11Q (51075.580000 sec): 3 clusters
  Score: Raw -37386023.276898 + Penalty 6076.582833 = -37379946.694065
  nChanged 8171
		SP:Iteration 12Q (51077.620000 sec): 3 clusters
  Score: Raw -37390706.889198 + Penalty 6076.582833 = -37384630.306365
  nChanged 7841
		SP:Iteration 13Q (51079.670000 sec): 3 clusters
  Score: Raw -37396234.874593 + Penalty 6076.582833 = -37390158.291761
  nChanged 7830
		SP:Iteration 14Q (51081.690000 sec): 3 clusters
  Score: Raw -37401994.463182 + Penalty 6076.582833 = -37395917.880349
  nChanged 7043
		SP:Iteration 15Q (51083.690000 sec): 3 clusters
  Score: Raw -37406546.216645 + Penalty 6076.582833 = -37400469.633813
  nChanged 5757
		SP:Iteration 16Q (51085.670000 sec): 3 clusters
  Score: Raw -37409512.492074 + Penalty 6076.582833 = -37403435.909242
  nChanged 4474
		SP:Iteration 17Q (51087.590000 sec): 3 clusters
  Score: Raw -37411514.050104 + Penalty 6076.582833 = -37405437.467271
  nChanged 4069
		SP:Iteration 18Q (51089.450000 sec): 3 clusters
  Score: Raw -37413246.389593 + Penalty 6076.582833 = -37407169.806760
  nChanged 3908
		SP:Iteration 19Q (51091.350000 sec): 3 clusters
  Score: Raw -37414845.806610 + Penalty 6076.582833 = -37408769.223777
  nChanged 3778
		SP:Iteration 20F (51093.210000 sec): 3 clusters
  Score: Raw -37416377.490771 + Penalty 6076.582833 = -37410300.907938
  nChanged 3545
		SP:Iteration 21Q (51095.040000 sec): 3 clusters
  Score: Raw -37417830.996932 + Penalty 6076.582833 = -37411754.414099
  nChanged 3371
		SP:Iteration 22Q (51096.860000 sec): 3 clusters
  Score: Raw -37419241.933363 + Penalty 6076.582833 = -37413165.350530
  nChanged 3191
		SP:Iteration 23Q (51098.630000 sec): 3 clusters
  Score: Raw -37420628.902431 + Penalty 6076.582833 = -37414552.319598
  nChanged 3021
		SP:Iteration 24Q (51100.420000 sec): 3 clusters
  Score: Raw -37421978.030278 + Penalty 6076.582833 = -37415901.447446
  nChanged 2742
		SP:Iteration 25Q (51102.170000 sec): 3 clusters
  Score: Raw -37423228.936780 + Penalty 6076.582833 = -37417152.353947
  nChanged 2568
		SP:Iteration 26Q (51103.850000 sec): 3 clusters
  Score: Raw -37424456.467701 + Penalty 6076.582833 = -37418379.884868
  nChanged 2293
		SP:Iteration 27Q (51105.530000 sec): 3 clusters
  Score: Raw -37425585.344780 + Penalty 6076.582833 = -37419508.761947
  nChanged 2029
		SP:Iteration 28Q (51107.250000 sec): 3 clusters
  Score: Raw -37426599.981916 + Penalty 6076.582833 = -37420523.399083
  nChanged 1764
		SP:Iteration 29Q (51108.980000 sec): 3 clusters
  Score: Raw -37427495.257450 + Penalty 6076.582833 = -37421418.674618
  nChanged 1587
		SP:Iteration 30Q (51110.480000 sec): 3 clusters
  Score: Raw -37428330.400821 + Penalty 6076.582833 = -37422253.817988
  nChanged 1359
		SP:Iteration 31Q (51112.070000 sec): 3 clusters
  Score: Raw -37429039.637520 + Penalty 6076.582833 = -37422963.054687
  nChanged 1102
		SP:Iteration 32Q (51113.620000 sec): 3 clusters
  Score: Raw -37429596.421363 + Penalty 6076.582833 = -37423519.838530
  nChanged 964
		SP:Iteration 33Q (51115.170000 sec): 3 clusters
  Score: Raw -37430071.170721 + Penalty 6076.582833 = -37423994.587888
  nChanged 823
		SP:Iteration 34Q (51116.720000 sec): 3 clusters
  Score: Raw -37430485.213070 + Penalty 6076.582833 = -37424408.630237
  nChanged 686
		SP:Iteration 35Q (51118.270000 sec): 3 clusters
  Score: Raw -37430837.311270 + Penalty 6076.582833 = -37424760.728438
  nChanged 561
		SP:Iteration 36Q (51119.960000 sec): 3 clusters
  Score: Raw -37431133.466242 + Penalty 6076.582833 = -37425056.883410
  nChanged 466
		SP:Iteration 37Q (51121.590000 sec): 3 clusters
  Score: Raw -37431364.219768 + Penalty 6076.582833 = -37425287.636935
  nChanged 372
		SP:Iteration 38Q (51123.280000 sec): 3 clusters
  Score: Raw -37431544.746927 + Penalty 6076.582833 = -37425468.164095
  nChanged 335
		SP:Iteration 39Q (51124.910000 sec): 3 clusters
  Score: Raw -37431722.205452 + Penalty 6076.582833 = -37425645.622619
  nChanged 265
		SP:Iteration 40F (51126.770000 sec): 3 clusters
  Score: Raw -37431863.772466 + Penalty 6076.582833 = -37425787.189633
  nChanged 211
		SP:Iteration 41Q (51128.470000 sec): 3 clusters
  Score: Raw -37431987.531660 + Penalty 6076.582833 = -37425910.948827
  nChanged 196
		SP:Iteration 42Q (51130.040000 sec): 3 clusters
  Score: Raw -37432102.477473 + Penalty 6076.582833 = -37426025.894640
  nChanged 156
		SP:Iteration 43Q (51131.740000 sec): 3 clusters
  Score: Raw -37432199.254360 + Penalty 6076.582833 = -37426122.671528
  nChanged 120
		SP:Iteration 44Q (51133.390000 sec): 3 clusters
  Score: Raw -37432269.031528 + Penalty 6076.582833 = -37426192.448696
  nChanged 89
		SP:Iteration 45Q (51135.080000 sec): 3 clusters
  Score: Raw -37432324.783725 + Penalty 6076.582833 = -37426248.200893
  nChanged 64
		SP:Iteration 46Q (51136.730000 sec): 3 clusters
  Score: Raw -37432361.059271 + Penalty 6076.582833 = -37426284.476438
  nChanged 49
		SP:Iteration 47Q (51138.420000 sec): 3 clusters
  Score: Raw -37432389.775307 + Penalty 6076.582833 = -37426313.192474
  nChanged 31
		SP:Iteration 48Q (51140.070000 sec): 3 clusters
  Score: Raw -37432408.830363 + Penalty 6076.582833 = -37426332.247530
  nChanged 24
		SP:Iteration 49Q (51141.760000 sec): 3 clusters
  Score: Raw -37432428.437733 + Penalty 6076.582833 = -37426351.854900
  nChanged 24
		SP:Iteration 50Q (51143.410000 sec): 3 clusters
  Score: Raw -37432444.695006 + Penalty 6076.582833 = -37426368.112173
  nChanged 22
		SP:Iteration 51Q (51145.090000 sec): 3 clusters
  Score: Raw -37432456.691035 + Penalty 6076.582833 = -37426380.108202
  nChanged 17
		SP:Iteration 52Q (51146.740000 sec): 3 clusters
  Score: Raw -37432466.680030 + Penalty 6076.582833 = -37426390.097197
  nChanged 13
		SP:Iteration 53Q (51148.430000 sec): 3 clusters
  Score: Raw -37432475.434035 + Penalty 6076.582833 = -37426398.851202
  nChanged 14
		SP:Iteration 54Q (51150.070000 sec): 3 clusters
  Score: Raw -37432486.477875 + Penalty 6076.582833 = -37426409.895042
  nChanged 14
		SP:Iteration 55Q (51151.680000 sec): 3 clusters
  Score: Raw -37432495.102888 + Penalty 6076.582833 = -37426418.520055
  nChanged 11
		SP:Iteration 56Q (51153.310000 sec): 3 clusters
  Score: Raw -37432501.697379 + Penalty 6076.582833 = -37426425.114546
  nChanged 8
		SP:Iteration 57Q (51154.970000 sec): 3 clusters
  Score: Raw -37432507.869173 + Penalty 6076.582833 = -37426431.286340
  nChanged 8
		SP:Iteration 58Q (51156.650000 sec): 3 clusters
  Score: Raw -37432514.918031 + Penalty 6076.582833 = -37426438.335198
  nChanged 5
		SP:Iteration 59Q (51158.300000 sec): 3 clusters
  Score: Raw -37432519.332179 + Penalty 6076.582833 = -37426442.749347
  nChanged 5
		SP:Iteration 60F (51160.130000 sec): 3 clusters
  Score: Raw -37432525.320083 + Penalty 6076.582833 = -37426448.737251
  nChanged 12
		SP:Iteration 61Q (51161.790000 sec): 3 clusters
  Score: Raw -37432533.451656 + Penalty 6076.582833 = -37426456.868823
  nChanged 10
		SP:Iteration 62Q (51163.310000 sec): 3 clusters
  Score: Raw -37432541.638107 + Penalty 6076.582833 = -37426465.055274
  nChanged 9
		SP:Iteration 63Q (51164.830000 sec): 3 clusters
  Score: Raw -37432546.768537 + Penalty 6076.582833 = -37426470.185704
  nChanged 6
		SP:Iteration 64Q (51166.470000 sec): 3 clusters
  Score: Raw -37432549.851455 + Penalty 6076.582833 = -37426473.268622
  nChanged 3
		SP:Iteration 65Q (51168.150000 sec): 3 clusters
  Score: Raw -37432551.301075 + Penalty 6076.582833 = -37426474.718243
  nChanged 4
		SP:Iteration 66Q (51169.780000 sec): 3 clusters
  Score: Raw -37432553.611133 + Penalty 6076.582833 = -37426477.028300
  nChanged 4
		SP:Iteration 67Q (51171.470000 sec): 3 clusters
  Score: Raw -37432555.860407 + Penalty 6076.582833 = -37426479.277574
  nChanged 3
		SP:Iteration 68Q (51172.990000 sec): 3 clusters
  Score: Raw -37432557.741583 + Penalty 6076.582833 = -37426481.158750
  nChanged 3
		SP:Iteration 69Q (51174.650000 sec): 3 clusters
  Score: Raw -37432559.868470 + Penalty 6076.582833 = -37426483.285637
  nChanged 4
		SP:Iteration 70Q (51176.350000 sec): 3 clusters
  Score: Raw -37432563.063379 + Penalty 6076.582833 = -37426486.480547
  nChanged 2
		SP:Iteration 71Q (51178.010000 sec): 3 clusters
  Score: Raw -37432564.629967 + Penalty 6076.582833 = -37426488.047135
  nChanged 3
		SP:Iteration 72Q (51179.620000 sec): 3 clusters
  Score: Raw -37432566.859772 + Penalty 6076.582833 = -37426490.276939
  nChanged 6
		SP:Iteration 73Q (51181.220000 sec): 3 clusters
  Score: Raw -37432571.345429 + Penalty 6076.582833 = -37426494.762596
  nChanged 10
		SP:Iteration 74Q (51182.840000 sec): 3 clusters
  Score: Raw -37432577.177441 + Penalty 6076.582833 = -37426500.594608
  nChanged 5
		SP:Iteration 75Q (51184.410000 sec): 3 clusters
  Score: Raw -37432579.476035 + Penalty 6076.582833 = -37426502.893202
  nChanged 1
		SP:Iteration 76Q (51186.110000 sec): 3 clusters
  Score: Raw -37432579.925609 + Penalty 6076.582833 = -37426503.342777
  nChanged 2
		SP:Iteration 77Q (51187.780000 sec): 3 clusters
  Score: Raw -37432580.966411 + Penalty 6076.582833 = -37426504.383578
  nChanged 4
		SP:Iteration 78Q (51189.420000 sec): 3 clusters
  Score: Raw -37432583.190793 + Penalty 6076.582833 = -37426506.607960
  nChanged 2
		SP:Iteration 79Q (51191.110000 sec): 3 clusters
  Score: Raw -37432584.244992 + Penalty 6076.582833 = -37426507.662159
  nChanged 2
		SP:Iteration 80F (51192.930000 sec): 3 clusters
  Score: Raw -37432585.758733 + Penalty 6076.582833 = -37426509.175900
  nChanged 2
		SP:Iteration 81Q (51194.580000 sec): 3 clusters
  Score: Raw -37432587.073366 + Penalty 6076.582833 = -37426510.490533
  nChanged 4
		SP:Iteration 82Q (51196.250000 sec): 3 clusters
  Score: Raw -37432588.968538 + Penalty 6076.582833 = -37426512.385705
  nChanged 3
		SP:Iteration 83Q (51197.870000 sec): 3 clusters
  Score: Raw -37432590.953159 + Penalty 6076.582833 = -37426514.370326
  nChanged 5
		SP:Iteration 84Q (51199.550000 sec): 3 clusters
  Score: Raw -37432595.199180 + Penalty 6076.582833 = -37426518.616347
  nChanged 7
		SP:Iteration 85Q (51201.200000 sec): 3 clusters
  Score: Raw -37432600.660015 + Penalty 6076.582833 = -37426524.077182
  nChanged 4
		SP:Iteration 86Q (51202.880000 sec): 3 clusters
  Score: Raw -37432604.196144 + Penalty 6076.582833 = -37426527.613311
  nChanged 3
		SP:Iteration 87Q (51204.550000 sec): 3 clusters
  Score: Raw -37432606.994874 + Penalty 6076.582833 = -37426530.412041
  nChanged 4
		SP:Iteration 88Q (51206.170000 sec): 3 clusters
  Score: Raw -37432611.242547 + Penalty 6076.582833 = -37426534.659714
  nChanged 5
		SP:Iteration 89Q (51207.810000 sec): 3 clusters
  Score: Raw -37432614.922386 + Penalty 6076.582833 = -37426538.339553
  nChanged 3
		SP:Iteration 90Q (51209.450000 sec): 3 clusters
  Score: Raw -37432616.279495 + Penalty 6076.582833 = -37426539.696662
  nChanged 1
		SP:Iteration 91Q (51211.060000 sec): 3 clusters
  Score: Raw -37432616.993039 + Penalty 6076.582833 = -37426540.410206
  nChanged 0
		SP:Iteration 92F (51212.930000 sec): 3 clusters
  Score: Raw -37432616.993039 + Penalty 6076.582833 = -37426540.410206
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51213.030000 sec): 2 clusters
  Score: Raw -37093.048198 + Penalty 1345.387604 = -35747.660593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51213.200000 sec): 3 clusters
  Score: Raw -37424.190674 + Penalty 2690.775209 = -34733.415465
  nChanged 30
		SP:Iteration 1F (51213.380000 sec): 3 clusters
  Score: Raw -37532.011406 + Penalty 2690.775209 = -34841.236197
  nChanged 7
		SP:Iteration 2Q (51213.550000 sec): 3 clusters
  Score: Raw -37554.177882 + Penalty 2690.775209 = -34863.402673
  nChanged 4
		SP:Iteration 3Q (51213.730000 sec): 3 clusters
  Score: Raw -37568.047975 + Penalty 2690.775209 = -34877.272766
  nChanged 4
		SP:Iteration 4Q (51213.910000 sec): 3 clusters
  Score: Raw -37577.110726 + Penalty 2690.775209 = -34886.335518
  nChanged 2
		SP:Iteration 5Q (51214.080000 sec): 3 clusters
  Score: Raw -37582.936752 + Penalty 2690.775209 = -34892.161543
  nChanged 1
		SP:Iteration 6Q (51214.260000 sec): 3 clusters
  Score: Raw -37584.332974 + Penalty 2690.775209 = -34893.557765
  nChanged 1
		SP:Iteration 7Q (51214.400000 sec): 3 clusters
  Score: Raw -37586.430989 + Penalty 2690.775209 = -34895.655780
  nChanged 1
		SP:Iteration 8Q (51214.410000 sec): 3 clusters
  Score: Raw -37589.027055 + Penalty 2690.775209 = -34898.251847
  nChanged 2
		SP:Iteration 9Q (51214.410000 sec): 3 clusters
  Score: Raw -37593.554413 + Penalty 2690.775209 = -34902.779204
  nChanged 3
		SP:Iteration 10Q (51214.420000 sec): 3 clusters
  Score: Raw -37602.227211 + Penalty 2690.775209 = -34911.452002
  nChanged 3
		SP:Iteration 11Q (51214.430000 sec): 3 clusters
  Score: Raw -37610.088774 + Penalty 2690.775209 = -34919.313565
  nChanged 3
		SP:Iteration 12Q (51214.430000 sec): 3 clusters
  Score: Raw -37616.297035 + Penalty 2690.775209 = -34925.521826
  nChanged 3
		SP:Iteration 13Q (51214.450000 sec): 3 clusters
  Score: Raw -37622.752966 + Penalty 2690.775209 = -34931.977758
  nChanged 0
		SP:Iteration 14F (51214.450000 sec): 3 clusters
  Score: Raw -37622.752966 + Penalty 2690.775209 = -34931.977758
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (1205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51214.510000 sec): 2 clusters
  Score: Raw -195136.497639 + Penalty 1759.370242 = -193377.127397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51214.540000 sec): 3 clusters
  Score: Raw -194862.102252 + Penalty 3518.740484 = -191343.361768
  nChanged 318
		SP:Iteration 1F (51214.570000 sec): 3 clusters
  Score: Raw -195360.677215 + Penalty 3518.740484 = -191841.936732
  nChanged 105
		SP:Iteration 2F (51214.610000 sec): 3 clusters
  Score: Raw -195528.044405 + Penalty 3518.740484 = -192009.303921
  nChanged 67
		SP:Iteration 3F (51214.640000 sec): 3 clusters
  Score: Raw -195636.960914 + Penalty 3518.740484 = -192118.220430
  nChanged 48
		SP:Iteration 4Q (51214.670000 sec): 3 clusters
  Score: Raw -195774.493443 + Penalty 3518.740484 = -192255.752960
  nChanged 48
		SP:Iteration 5Q (51214.710000 sec): 3 clusters
  Score: Raw -195948.756593 + Penalty 3518.740484 = -192430.016109
  nChanged 60
		SP:Iteration 6Q (51214.740000 sec): 3 clusters
  Score: Raw -196167.289921 + Penalty 3518.740484 = -192648.549437
  nChanged 75
		SP:Iteration 7F (51214.770000 sec): 3 clusters
  Score: Raw -196458.900838 + Penalty 3518.740484 = -192940.160354
  nChanged 89
		SP:Iteration 8F (51214.810000 sec): 3 clusters
  Score: Raw -196865.682952 + Penalty 3518.740484 = -193346.942469
  nChanged 62
		SP:Iteration 9F (51214.840000 sec): 3 clusters
  Score: Raw -197119.358388 + Penalty 3518.740484 = -193600.617905
  nChanged 36
		SP:Iteration 10Q (51214.880000 sec): 3 clusters
  Score: Raw -197197.563501 + Penalty 3518.740484 = -193678.823018
  nChanged 11
		SP:Iteration 11Q (51214.910000 sec): 3 clusters
  Score: Raw -197224.720286 + Penalty 3518.740484 = -193705.979803
  nChanged 2
		SP:Iteration 12Q (51214.950000 sec): 3 clusters
  Score: Raw -197226.051218 + Penalty 3518.740484 = -193707.310734
  nChanged 0
		SP:Iteration 13F (51214.980000 sec): 3 clusters
  Score: Raw -197226.051218 + Penalty 3518.740484 = -193707.310734
  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 3.87 GB.

 Trying to split cluster 28 (881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51215.070000 sec): 2 clusters
  Score: Raw -126000.685597 + Penalty 1681.702291 = -124318.983306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51215.090000 sec): 3 clusters
  Score: Raw -125955.972072 + Penalty 3363.404582 = -122592.567489
  nChanged 269
		SP:Iteration 1F (51215.110000 sec): 3 clusters
  Score: Raw -126731.894972 + Penalty 3363.404582 = -123368.490389
  nChanged 107
		SP:Iteration 2F (51215.140000 sec): 3 clusters
  Score: Raw -127259.150266 + Penalty 3363.404582 = -123895.745683
  nChanged 83
		SP:Iteration 3F (51215.160000 sec): 3 clusters
  Score: Raw -127852.496828 + Penalty 3363.404582 = -124489.092246
  nChanged 57
		SP:Iteration 4F (51215.190000 sec): 3 clusters
  Score: Raw -128421.126595 + Penalty 3363.404582 = -125057.722012
  nChanged 19
		SP:Iteration 5Q (51215.210000 sec): 3 clusters
  Score: Raw -128567.031454 + Penalty 3363.404582 = -125203.626871
  nChanged 12
		SP:Iteration 6Q (51215.240000 sec): 3 clusters
  Score: Raw -128645.486392 + Penalty 3363.404582 = -125282.081810
  nChanged 8
		SP:Iteration 7Q (51215.260000 sec): 3 clusters
  Score: Raw -128689.085858 + Penalty 3363.404582 = -125325.681275
  nChanged 6
		SP:Iteration 8Q (51215.290000 sec): 3 clusters
  Score: Raw -128721.697476 + Penalty 3363.404582 = -125358.292894
  nChanged 3
		SP:Iteration 9Q (51215.310000 sec): 3 clusters
  Score: Raw -128749.546510 + Penalty 3363.404582 = -125386.141928
  nChanged 2
		SP:Iteration 10Q (51215.330000 sec): 3 clusters
  Score: Raw -128775.852387 + Penalty 3363.404582 = -125412.447804
  nChanged 2
		SP:Iteration 11Q (51215.360000 sec): 3 clusters
  Score: Raw -128783.445784 + Penalty 3363.404582 = -125420.041202
  nChanged 0
		SP:Iteration 12F (51215.380000 sec): 3 clusters
  Score: Raw -128783.445784 + Penalty 3363.404582 = -125420.041202
  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 3.87 GB.

 Trying to split cluster 29 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51215.430000 sec): 2 clusters
  Score: Raw -30124.351468 + Penalty 1396.540522 = -28727.810946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51215.440000 sec): 3 clusters
  Score: Raw -30453.153182 + Penalty 2793.081044 = -27660.072138
  nChanged 66
		SP:Iteration 1F (51215.450000 sec): 3 clusters
  Score: Raw -30816.402908 + Penalty 2793.081044 = -28023.321864
  nChanged 28
		SP:Iteration 2F (51215.460000 sec): 3 clusters
  Score: Raw -31044.705765 + Penalty 2793.081044 = -28251.624721
  nChanged 18
		SP:Iteration 3F (51215.470000 sec): 3 clusters
  Score: Raw -31344.145164 + Penalty 2793.081044 = -28551.064120
  nChanged 11
		SP:Iteration 4Q (51215.480000 sec): 3 clusters
  Score: Raw -31463.446047 + Penalty 2793.081044 = -28670.365003
  nChanged 7
		SP:Iteration 5Q (51215.490000 sec): 3 clusters
  Score: Raw -31621.135087 + Penalty 2793.081044 = -28828.054043
  nChanged 5
		SP:Iteration 6Q (51215.500000 sec): 3 clusters
  Score: Raw -31666.639473 + Penalty 2793.081044 = -28873.558429
  nChanged 1
		SP:Iteration 7Q (51215.510000 sec): 3 clusters
  Score: Raw -31681.368243 + Penalty 2793.081044 = -28888.287199
  nChanged 0
		SP:Iteration 8F (51215.520000 sec): 3 clusters
  Score: Raw -31681.368243 + Penalty 2793.081044 = -28888.287199
  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 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51215.570000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51215.600000 sec): 3 clusters
  Score: Raw -85422.427994 + Penalty 3126.099012 = -82296.328982
  nChanged 102
		SP:Iteration 1F (51215.620000 sec): 3 clusters
  Score: Raw -85626.774263 + Penalty 3126.099012 = -82500.675251
  nChanged 29
		SP:Iteration 2F (51215.640000 sec): 3 clusters
  Score: Raw -85702.424375 + Penalty 3126.099012 = -82576.325363
  nChanged 12
		SP:Iteration 3Q (51215.670000 sec): 3 clusters
  Score: Raw -85734.146916 + Penalty 3126.099012 = -82608.047904
  nChanged 5
		SP:Iteration 4Q (51215.690000 sec): 3 clusters
  Score: Raw -85745.208235 + Penalty 3126.099012 = -82619.109223
  nChanged 3
		SP:Iteration 5Q (51215.710000 sec): 3 clusters
  Score: Raw -85751.829936 + Penalty 3126.099012 = -82625.730924
  nChanged 3
		SP:Iteration 6Q (51215.730000 sec): 3 clusters
  Score: Raw -85759.569553 + Penalty 3126.099012 = -82633.470541
  nChanged 2
		SP:Iteration 7Q (51215.750000 sec): 3 clusters
  Score: Raw -85764.089125 + Penalty 3126.099012 = -82637.990113
  nChanged 2
		SP:Iteration 8Q (51215.780000 sec): 3 clusters
  Score: Raw -85767.922112 + Penalty 3126.099012 = -82641.823100
  nChanged 3
		SP:Iteration 9Q (51215.800000 sec): 3 clusters
  Score: Raw -85776.101041 + Penalty 3126.099012 = -82650.002029
  nChanged 1
		SP:Iteration 10Q (51215.830000 sec): 3 clusters
  Score: Raw -85777.298527 + Penalty 3126.099012 = -82651.199515
  nChanged 0
		SP:Iteration 11F (51215.850000 sec): 3 clusters
  Score: Raw -85777.298527 + Penalty 3126.099012 = -82651.199515
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51215.870000 sec): 2 clusters
  Score: Raw -16605.968064 + Penalty 1307.703891 = -15298.264174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51215.880000 sec): 3 clusters
  Score: Raw -16868.780138 + Penalty 2615.407781 = -14253.372357
  nChanged 25
		SP:Iteration 1F (51215.890000 sec): 3 clusters
  Score: Raw -17099.854858 + Penalty 2615.407781 = -14484.447077
  nChanged 11
		SP:Iteration 2F (51215.890000 sec): 3 clusters
  Score: Raw -17184.755830 + Penalty 2615.407781 = -14569.348049
  nChanged 7
		SP:Iteration 3Q (51215.900000 sec): 3 clusters
  Score: Raw -17238.943206 + Penalty 2615.407781 = -14623.535425
  nChanged 4
		SP:Iteration 4Q (51215.910000 sec): 3 clusters
  Score: Raw -17256.466470 + Penalty 2615.407781 = -14641.058689
  nChanged 2
		SP:Iteration 5Q (51215.920000 sec): 3 clusters
  Score: Raw -17272.896634 + Penalty 2615.407781 = -14657.488853
  nChanged 1
		SP:Iteration 6Q (51215.930000 sec): 3 clusters
  Score: Raw -17281.313431 + Penalty 2615.407781 = -14665.905650
  nChanged 0
		SP:Iteration 7F (51215.930000 sec): 3 clusters
  Score: Raw -17281.313431 + Penalty 2615.407781 = -14665.905650
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 32 (1111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51215.980000 sec): 2 clusters
  Score: Raw -208903.298364 + Penalty 1739.227916 = -207164.070449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51216.010000 sec): 3 clusters
  Score: Raw -208634.612133 + Penalty 3478.455832 = -205156.156301
  nChanged 293
		SP:Iteration 1F (51216.050000 sec): 3 clusters
  Score: Raw -208956.181462 + Penalty 3478.455832 = -205477.725631
  nChanged 81
		SP:Iteration 2F (51216.080000 sec): 3 clusters
  Score: Raw -209069.239247 + Penalty 3478.455832 = -205590.783416
  nChanged 53
		SP:Iteration 3Q (51216.110000 sec): 3 clusters
  Score: Raw -209172.506395 + Penalty 3478.455832 = -205694.050563
  nChanged 40
		SP:Iteration 4Q (51216.150000 sec): 3 clusters
  Score: Raw -209234.068784 + Penalty 3478.455832 = -205755.612952
  nChanged 26
		SP:Iteration 5Q (51216.180000 sec): 3 clusters
  Score: Raw -209273.062559 + Penalty 3478.455832 = -205794.606727
  nChanged 21
		SP:Iteration 6Q (51216.210000 sec): 3 clusters
  Score: Raw -209303.996634 + Penalty 3478.455832 = -205825.540802
  nChanged 12
		SP:Iteration 7Q (51216.240000 sec): 3 clusters
  Score: Raw -209319.330449 + Penalty 3478.455832 = -205840.874617
  nChanged 10
		SP:Iteration 8Q (51216.270000 sec): 3 clusters
  Score: Raw -209331.462243 + Penalty 3478.455832 = -205853.006411
  nChanged 14
		SP:Iteration 9Q (51216.310000 sec): 3 clusters
  Score: Raw -209349.837600 + Penalty 3478.455832 = -205871.381769
  nChanged 15
		SP:Iteration 10Q (51216.340000 sec): 3 clusters
  Score: Raw -209360.879929 + Penalty 3478.455832 = -205882.424097
  nChanged 13
		SP:Iteration 11Q (51216.370000 sec): 3 clusters
  Score: Raw -209374.980118 + Penalty 3478.455832 = -205896.524287
  nChanged 15
		SP:Iteration 12Q (51216.410000 sec): 3 clusters
  Score: Raw -209395.572940 + Penalty 3478.455832 = -205917.117108
  nChanged 13
		SP:Iteration 13Q (51216.440000 sec): 3 clusters
  Score: Raw -209413.395495 + Penalty 3478.455832 = -205934.939664
  nChanged 11
		SP:Iteration 14Q (51216.470000 sec): 3 clusters
  Score: Raw -209427.023750 + Penalty 3478.455832 = -205948.567918
  nChanged 14
		SP:Iteration 15Q (51216.500000 sec): 3 clusters
  Score: Raw -209447.187913 + Penalty 3478.455832 = -205968.732081
  nChanged 13
		SP:Iteration 16Q (51216.530000 sec): 3 clusters
  Score: Raw -209463.308273 + Penalty 3478.455832 = -205984.852442
  nChanged 6
		SP:Iteration 17Q (51216.570000 sec): 3 clusters
  Score: Raw -209469.236099 + Penalty 3478.455832 = -205990.780267
  nChanged 3
		SP:Iteration 18Q (51216.600000 sec): 3 clusters
  Score: Raw -209476.019082 + Penalty 3478.455832 = -205997.563250
  nChanged 3
		SP:Iteration 19Q (51216.630000 sec): 3 clusters
  Score: Raw -209478.737665 + Penalty 3478.455832 = -206000.281833
  nChanged 0
		SP:Iteration 20F (51216.670000 sec): 3 clusters
  Score: Raw -209478.737665 + Penalty 3478.455832 = -206000.281833
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 33 (100897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51217.380000 sec): 2 clusters
  Score: Raw -19327734.962481 + Penalty 2857.420157 = -19324877.542324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51218.370000 sec): 3 clusters
  Score: Raw -19263188.719711 + Penalty 5714.840315 = -19257473.879396
  nChanged 47619
		SP:Iteration 1F (51219.350000 sec): 3 clusters
  Score: Raw -19290288.627934 + Penalty 5714.840315 = -19284573.787619
  nChanged 3052
		SP:Iteration 2Q (51220.420000 sec): 3 clusters
  Score: Raw -19290923.128161 + Penalty 5714.840315 = -19285208.287847
  nChanged 3024
		SP:Iteration 3Q (51221.450000 sec): 3 clusters
  Score: Raw -19291580.200086 + Penalty 5714.840315 = -19285865.359771
  nChanged 3069
		SP:Iteration 4Q (51222.520000 sec): 3 clusters
  Score: Raw -19292299.463563 + Penalty 5714.840315 = -19286584.623249
  nChanged 3232
		SP:Iteration 5Q (51223.590000 sec): 3 clusters
  Score: Raw -19293181.544354 + Penalty 5714.840315 = -19287466.704039
  nChanged 3645
		SP:Iteration 6Q (51224.690000 sec): 3 clusters
  Score: Raw -19294374.202846 + Penalty 5714.840315 = -19288659.362531
  nChanged 4248
		SP:Iteration 7Q (51225.690000 sec): 3 clusters
  Score: Raw -19296077.626573 + Penalty 5714.840315 = -19290362.786258
  nChanged 4847
		SP:Iteration 8Q (51226.680000 sec): 3 clusters
  Score: Raw -19298336.305601 + Penalty 5714.840315 = -19292621.465286
  nChanged 5305
		SP:Iteration 9F (51227.610000 sec): 3 clusters
  Score: Raw -19301237.481969 + Penalty 5714.840315 = -19295522.641654
  nChanged 5696
		SP:Iteration 10F (51228.550000 sec): 3 clusters
  Score: Raw -19304678.024245 + Penalty 5714.840315 = -19298963.183930
  nChanged 5555
		SP:Iteration 11F (51229.500000 sec): 3 clusters
  Score: Raw -19308002.572536 + Penalty 5714.840315 = -19302287.732221
  nChanged 5119
		SP:Iteration 12F (51230.370000 sec): 3 clusters
  Score: Raw -19310663.013938 + Penalty 5714.840315 = -19304948.173623
  nChanged 4347
		SP:Iteration 13Q (51231.290000 sec): 3 clusters
  Score: Raw -19312452.241560 + Penalty 5714.840315 = -19306737.401245
  nChanged 3518
		SP:Iteration 14Q (51232.290000 sec): 3 clusters
  Score: Raw -19313664.354210 + Penalty 5714.840315 = -19307949.513895
  nChanged 2904
		SP:Iteration 15Q (51233.330000 sec): 3 clusters
  Score: Raw -19314582.082687 + Penalty 5714.840315 = -19308867.242372
  nChanged 2654
		SP:Iteration 16Q (51234.320000 sec): 3 clusters
  Score: Raw -19315356.578112 + Penalty 5714.840315 = -19309641.737797
  nChanged 2515
		SP:Iteration 17Q (51235.360000 sec): 3 clusters
  Score: Raw -19316091.594561 + Penalty 5714.840315 = -19310376.754246
  nChanged 2618
		SP:Iteration 18Q (51236.360000 sec): 3 clusters
  Score: Raw -19316856.957179 + Penalty 5714.840315 = -19311142.116864
  nChanged 2680
		SP:Iteration 19Q (51237.400000 sec): 3 clusters
  Score: Raw -19317677.799222 + Penalty 5714.840315 = -19311962.958907
  nChanged 2823
		SP:Iteration 20F (51238.310000 sec): 3 clusters
  Score: Raw -19318595.939738 + Penalty 5714.840315 = -19312881.099424
  nChanged 2953
		SP:Iteration 21Q (51239.280000 sec): 3 clusters
  Score: Raw -19319625.670269 + Penalty 5714.840315 = -19313910.829954
  nChanged 3024
		SP:Iteration 22Q (51240.180000 sec): 3 clusters
  Score: Raw -19320739.085336 + Penalty 5714.840315 = -19315024.245021
  nChanged 2993
		SP:Iteration 23Q (51241.050000 sec): 3 clusters
  Score: Raw -19321912.727188 + Penalty 5714.840315 = -19316197.886873
  nChanged 2882
		SP:Iteration 24Q (51242.020000 sec): 3 clusters
  Score: Raw -19323088.647474 + Penalty 5714.840315 = -19317373.807159
  nChanged 2684
		SP:Iteration 25Q (51242.970000 sec): 3 clusters
  Score: Raw -19324203.210110 + Penalty 5714.840315 = -19318488.369795
  nChanged 2368
		SP:Iteration 26Q (51243.900000 sec): 3 clusters
  Score: Raw -19325155.702372 + Penalty 5714.840315 = -19319440.862058
  nChanged 2013
		SP:Iteration 27Q (51244.880000 sec): 3 clusters
  Score: Raw -19325950.073001 + Penalty 5714.840315 = -19320235.232686
  nChanged 1665
		SP:Iteration 28Q (51245.860000 sec): 3 clusters
  Score: Raw -19326572.095375 + Penalty 5714.840315 = -19320857.255060
  nChanged 1319
		SP:Iteration 29Q (51246.730000 sec): 3 clusters
  Score: Raw -19327039.004941 + Penalty 5714.840315 = -19321324.164626
  nChanged 1086
		SP:Iteration 30Q (51247.600000 sec): 3 clusters
  Score: Raw -19327402.422597 + Penalty 5714.840315 = -19321687.582282
  nChanged 888
		SP:Iteration 31Q (51248.430000 sec): 3 clusters
  Score: Raw -19327696.043958 + Penalty 5714.840315 = -19321981.203644
  nChanged 673
		SP:Iteration 32Q (51249.270000 sec): 3 clusters
  Score: Raw -19327898.282671 + Penalty 5714.840315 = -19322183.442356
  nChanged 547
		SP:Iteration 33Q (51250.170000 sec): 3 clusters
  Score: Raw -19328063.575578 + Penalty 5714.840315 = -19322348.735263
  nChanged 434
		SP:Iteration 34Q (51251.080000 sec): 3 clusters
  Score: Raw -19328187.575720 + Penalty 5714.840315 = -19322472.735405
  nChanged 362
		SP:Iteration 35Q (51251.990000 sec): 3 clusters
  Score: Raw -19328286.057757 + Penalty 5714.840315 = -19322571.217442
  nChanged 291
		SP:Iteration 36Q (51252.890000 sec): 3 clusters
  Score: Raw -19328363.931980 + Penalty 5714.840315 = -19322649.091666
  nChanged 210
		SP:Iteration 37Q (51253.750000 sec): 3 clusters
  Score: Raw -19328419.428168 + Penalty 5714.840315 = -19322704.587853
  nChanged 196
		SP:Iteration 38Q (51254.670000 sec): 3 clusters
  Score: Raw -19328467.930781 + Penalty 5714.840315 = -19322753.090466
  nChanged 150
		SP:Iteration 39Q (51255.570000 sec): 3 clusters
  Score: Raw -19328505.532386 + Penalty 5714.840315 = -19322790.692071
  nChanged 134
		SP:Iteration 40F (51256.490000 sec): 3 clusters
  Score: Raw -19328535.328511 + Penalty 5714.840315 = -19322820.488196
  nChanged 107
		SP:Iteration 41Q (51257.400000 sec): 3 clusters
  Score: Raw -19328558.368532 + Penalty 5714.840315 = -19322843.528217
  nChanged 77
		SP:Iteration 42Q (51258.260000 sec): 3 clusters
  Score: Raw -19328574.235523 + Penalty 5714.840315 = -19322859.395208
  nChanged 71
		SP:Iteration 43Q (51259.170000 sec): 3 clusters
  Score: Raw -19328590.637617 + Penalty 5714.840315 = -19322875.797302
  nChanged 60
		SP:Iteration 44Q (51260.040000 sec): 3 clusters
  Score: Raw -19328603.417150 + Penalty 5714.840315 = -19322888.576835
  nChanged 64
		SP:Iteration 45Q (51260.910000 sec): 3 clusters
  Score: Raw -19328615.774183 + Penalty 5714.840315 = -19322900.933868
  nChanged 48
		SP:Iteration 46Q (51261.770000 sec): 3 clusters
  Score: Raw -19328624.985715 + Penalty 5714.840315 = -19322910.145401
  nChanged 47
		SP:Iteration 47Q (51262.630000 sec): 3 clusters
  Score: Raw -19328634.048337 + Penalty 5714.840315 = -19322919.208022
  nChanged 43
		SP:Iteration 48Q (51263.520000 sec): 3 clusters
  Score: Raw -19328643.114879 + Penalty 5714.840315 = -19322928.274564
  nChanged 40
		SP:Iteration 49Q (51264.380000 sec): 3 clusters
  Score: Raw -19328651.920805 + Penalty 5714.840315 = -19322937.080490
  nChanged 51
		SP:Iteration 50Q (51265.250000 sec): 3 clusters
  Score: Raw -19328662.796055 + Penalty 5714.840315 = -19322947.955740
  nChanged 47
		SP:Iteration 51Q (51266.120000 sec): 3 clusters
  Score: Raw -19328672.401052 + Penalty 5714.840315 = -19322957.560737
  nChanged 40
		SP:Iteration 52Q (51266.980000 sec): 3 clusters
  Score: Raw -19328680.715462 + Penalty 5714.840315 = -19322965.875147
  nChanged 41
		SP:Iteration 53Q (51267.850000 sec): 3 clusters
  Score: Raw -19328690.459683 + Penalty 5714.840315 = -19322975.619368
  nChanged 40
		SP:Iteration 54Q (51268.710000 sec): 3 clusters
  Score: Raw -19328698.929079 + Penalty 5714.840315 = -19322984.088764
  nChanged 37
		SP:Iteration 55Q (51269.580000 sec): 3 clusters
  Score: Raw -19328707.235629 + Penalty 5714.840315 = -19322992.395314
  nChanged 32
		SP:Iteration 56Q (51270.430000 sec): 3 clusters
  Score: Raw -19328713.888616 + Penalty 5714.840315 = -19322999.048301
  nChanged 31
		SP:Iteration 57Q (51271.320000 sec): 3 clusters
  Score: Raw -19328720.414600 + Penalty 5714.840315 = -19323005.574285
  nChanged 35
		SP:Iteration 58Q (51272.180000 sec): 3 clusters
  Score: Raw -19328727.934738 + Penalty 5714.840315 = -19323013.094423
  nChanged 36
		SP:Iteration 59Q (51273.050000 sec): 3 clusters
  Score: Raw -19328735.228928 + Penalty 5714.840315 = -19323020.388613
  nChanged 25
		SP:Iteration 60F (51274.010000 sec): 3 clusters
  Score: Raw -19328740.769499 + Penalty 5714.840315 = -19323025.929184
  nChanged 21
		SP:Iteration 61Q (51274.930000 sec): 3 clusters
  Score: Raw -19328744.643024 + Penalty 5714.840315 = -19323029.802709
  nChanged 20
		SP:Iteration 62Q (51275.780000 sec): 3 clusters
  Score: Raw -19328747.595598 + Penalty 5714.840315 = -19323032.755283
  nChanged 18
		SP:Iteration 63Q (51276.650000 sec): 3 clusters
  Score: Raw -19328750.655124 + Penalty 5714.840315 = -19323035.814809
  nChanged 15
		SP:Iteration 64Q (51277.520000 sec): 3 clusters
  Score: Raw -19328752.912929 + Penalty 5714.840315 = -19323038.072614
  nChanged 10
		SP:Iteration 65Q (51278.380000 sec): 3 clusters
  Score: Raw -19328754.834198 + Penalty 5714.840315 = -19323039.993883
  nChanged 14
		SP:Iteration 66Q (51279.250000 sec): 3 clusters
  Score: Raw -19328757.342760 + Penalty 5714.840315 = -19323042.502445
  nChanged 13
		SP:Iteration 67Q (51280.120000 sec): 3 clusters
  Score: Raw -19328759.821091 + Penalty 5714.840315 = -19323044.980776
  nChanged 12
		SP:Iteration 68Q (51281.030000 sec): 3 clusters
  Score: Raw -19328762.259305 + Penalty 5714.840315 = -19323047.418990
  nChanged 13
		SP:Iteration 69Q (51281.950000 sec): 3 clusters
  Score: Raw -19328764.553370 + Penalty 5714.840315 = -19323049.713056
  nChanged 7
		SP:Iteration 70Q (51282.840000 sec): 3 clusters
  Score: Raw -19328765.788709 + Penalty 5714.840315 = -19323050.948395
  nChanged 4
		SP:Iteration 71Q (51283.760000 sec): 3 clusters
  Score: Raw -19328766.247724 + Penalty 5714.840315 = -19323051.407409
  nChanged 3
		SP:Iteration 72Q (51284.590000 sec): 3 clusters
  Score: Raw -19328766.712289 + Penalty 5714.840315 = -19323051.871974
  nChanged 2
		SP:Iteration 73Q (51285.440000 sec): 3 clusters
  Score: Raw -19328767.084875 + Penalty 5714.840315 = -19323052.244560
  nChanged 4
		SP:Iteration 74Q (51286.350000 sec): 3 clusters
  Score: Raw -19328767.676329 + Penalty 5714.840315 = -19323052.836014
  nChanged 4
		SP:Iteration 75Q (51287.190000 sec): 3 clusters
  Score: Raw -19328768.290684 + Penalty 5714.840315 = -19323053.450369
  nChanged 3
		SP:Iteration 76Q (51288.050000 sec): 3 clusters
  Score: Raw -19328768.667249 + Penalty 5714.840315 = -19323053.826934
  nChanged 2
		SP:Iteration 77Q (51288.980000 sec): 3 clusters
  Score: Raw -19328768.900295 + Penalty 5714.840315 = -19323054.059980
  nChanged 1
		SP:Iteration 78Q (51289.910000 sec): 3 clusters
  Score: Raw -19328769.019632 + Penalty 5714.840315 = -19323054.179317
  nChanged 0
		SP:Iteration 79F (51290.890000 sec): 3 clusters
  Score: Raw -19328769.019632 + Penalty 5714.840315 = -19323054.179317
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 34 (1464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51290.950000 sec): 2 clusters
  Score: Raw -245118.395702 + Penalty 1807.654068 = -243310.741633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51291.130000 sec): 3 clusters
  Score: Raw -244663.689571 + Penalty 3615.308136 = -241048.381434
  nChanged 439
		SP:Iteration 1F (51291.300000 sec): 3 clusters
  Score: Raw -245168.936844 + Penalty 3615.308136 = -241553.628707
  nChanged 146
		SP:Iteration 2F (51291.480000 sec): 3 clusters
  Score: Raw -245521.414965 + Penalty 3615.308136 = -241906.106829
  nChanged 130
		SP:Iteration 3F (51291.660000 sec): 3 clusters
  Score: Raw -245880.598496 + Penalty 3615.308136 = -242265.290359
  nChanged 113
		SP:Iteration 4F (51291.830000 sec): 3 clusters
  Score: Raw -246150.441274 + Penalty 3615.308136 = -242535.133138
  nChanged 110
		SP:Iteration 5F (51292.010000 sec): 3 clusters
  Score: Raw -246397.043083 + Penalty 3615.308136 = -242781.734947
  nChanged 92
		SP:Iteration 6F (51292.180000 sec): 3 clusters
  Score: Raw -246667.863840 + Penalty 3615.308136 = -243052.555704
  nChanged 85
		SP:Iteration 7F (51292.400000 sec): 3 clusters
  Score: Raw -247010.675342 + Penalty 3615.308136 = -243395.367205
  nChanged 58
		SP:Iteration 8Q (51292.560000 sec): 3 clusters
  Score: Raw -247264.404590 + Penalty 3615.308136 = -243649.096454
  nChanged 48
		SP:Iteration 9Q (51292.730000 sec): 3 clusters
  Score: Raw -247399.073421 + Penalty 3615.308136 = -243783.765284
  nChanged 31
		SP:Iteration 10Q (51292.890000 sec): 3 clusters
  Score: Raw -247455.570747 + Penalty 3615.308136 = -243840.262611
  nChanged 15
		SP:Iteration 11Q (51293.050000 sec): 3 clusters
  Score: Raw -247478.333472 + Penalty 3615.308136 = -243863.025336
  nChanged 8
		SP:Iteration 12Q (51293.210000 sec): 3 clusters
  Score: Raw -247495.313696 + Penalty 3615.308136 = -243880.005559
  nChanged 8
		SP:Iteration 13Q (51293.390000 sec): 3 clusters
  Score: Raw -247521.430521 + Penalty 3615.308136 = -243906.122385
  nChanged 11
		SP:Iteration 14Q (51293.560000 sec): 3 clusters
  Score: Raw -247561.289094 + Penalty 3615.308136 = -243945.980958
  nChanged 12
		SP:Iteration 15Q (51293.740000 sec): 3 clusters
  Score: Raw -247612.744229 + Penalty 3615.308136 = -243997.436093
  nChanged 5
		SP:Iteration 16Q (51293.920000 sec): 3 clusters
  Score: Raw -247624.377067 + Penalty 3615.308136 = -244009.068931
  nChanged 4
		SP:Iteration 17Q (51294.090000 sec): 3 clusters
  Score: Raw -247630.089488 + Penalty 3615.308136 = -244014.781351
  nChanged 2
		SP:Iteration 18Q (51294.270000 sec): 3 clusters
  Score: Raw -247635.776299 + Penalty 3615.308136 = -244020.468163
  nChanged 4
		SP:Iteration 19Q (51294.440000 sec): 3 clusters
  Score: Raw -247639.541819 + Penalty 3615.308136 = -244024.233683
  nChanged 1
		SP:Iteration 20F (51294.620000 sec): 3 clusters
  Score: Raw -247650.408255 + Penalty 3615.308136 = -244035.100119
  nChanged 4
		SP:Iteration 21Q (51294.800000 sec): 3 clusters
  Score: Raw -247671.047888 + Penalty 3615.308136 = -244055.739751
  nChanged 4
		SP:Iteration 22Q (51294.970000 sec): 3 clusters
  Score: Raw -247680.786333 + Penalty 3615.308136 = -244065.478197
  nChanged 1
		SP:Iteration 23Q (51295.150000 sec): 3 clusters
  Score: Raw -247684.616283 + Penalty 3615.308136 = -244069.308146
  nChanged 4
		SP:Iteration 24Q (51295.320000 sec): 3 clusters
  Score: Raw -247696.125067 + Penalty 3615.308136 = -244080.816931
  nChanged 5
		SP:Iteration 25Q (51295.500000 sec): 3 clusters
  Score: Raw -247708.059864 + Penalty 3615.308136 = -244092.751727
  nChanged 5
		SP:Iteration 26Q (51295.680000 sec): 3 clusters
  Score: Raw -247719.954257 + Penalty 3615.308136 = -244104.646121
  nChanged 5
		SP:Iteration 27Q (51295.850000 sec): 3 clusters
  Score: Raw -247752.328711 + Penalty 3615.308136 = -244137.020575
  nChanged 5
		SP:Iteration 28Q (51296.030000 sec): 3 clusters
  Score: Raw -247782.789644 + Penalty 3615.308136 = -244167.481508
  nChanged 5
		SP:Iteration 29Q (51296.200000 sec): 3 clusters
  Score: Raw -247819.160869 + Penalty 3615.308136 = -244203.852733
  nChanged 5
		SP:Iteration 30Q (51296.380000 sec): 3 clusters
  Score: Raw -247858.451114 + Penalty 3615.308136 = -244243.142977
  nChanged 4
		SP:Iteration 31Q (51296.560000 sec): 3 clusters
  Score: Raw -247884.111672 + Penalty 3615.308136 = -244268.803535
  nChanged 2
		SP:Iteration 32Q (51296.730000 sec): 3 clusters
  Score: Raw -247892.286018 + Penalty 3615.308136 = -244276.977881
  nChanged 2
		SP:Iteration 33Q (51296.900000 sec): 3 clusters
  Score: Raw -247894.564659 + Penalty 3615.308136 = -244279.256522
  nChanged 1
		SP:Iteration 34Q (51297.080000 sec): 3 clusters
  Score: Raw -247896.271977 + Penalty 3615.308136 = -244280.963840
  nChanged 1
		SP:Iteration 35Q (51297.260000 sec): 3 clusters
  Score: Raw -247900.284474 + Penalty 3615.308136 = -244284.976338
  nChanged 2
		SP:Iteration 36Q (51297.430000 sec): 3 clusters
  Score: Raw -247908.341085 + Penalty 3615.308136 = -244293.032949
  nChanged 1
		SP:Iteration 37Q (51297.610000 sec): 3 clusters
  Score: Raw -247911.263018 + Penalty 3615.308136 = -244295.954882
  nChanged 0
		SP:Iteration 38F (51297.780000 sec): 3 clusters
  Score: Raw -247911.263018 + Penalty 3615.308136 = -244295.954882
  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 3.87 GB.

 Trying to split cluster 35 (1261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51297.890000 sec): 2 clusters
  Score: Raw -222610.967928 + Penalty 1770.635763 = -220840.332165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51297.930000 sec): 3 clusters
  Score: Raw -222268.343840 + Penalty 3541.271527 = -218727.072313
  nChanged 336
		SP:Iteration 1F (51297.960000 sec): 3 clusters
  Score: Raw -222550.429958 + Penalty 3541.271527 = -219009.158431
  nChanged 66
		SP:Iteration 2F (51297.990000 sec): 3 clusters
  Score: Raw -222618.678482 + Penalty 3541.271527 = -219077.406955
  nChanged 38
		SP:Iteration 3Q (51298.020000 sec): 3 clusters
  Score: Raw -222660.426448 + Penalty 3541.271527 = -219119.154921
  nChanged 29
		SP:Iteration 4Q (51298.050000 sec): 3 clusters
  Score: Raw -222691.262407 + Penalty 3541.271527 = -219149.990880
  nChanged 22
		SP:Iteration 5Q (51298.090000 sec): 3 clusters
  Score: Raw -222713.884275 + Penalty 3541.271527 = -219172.612748
  nChanged 12
		SP:Iteration 6Q (51298.120000 sec): 3 clusters
  Score: Raw -222728.795322 + Penalty 3541.271527 = -219187.523796
  nChanged 9
		SP:Iteration 7Q (51298.160000 sec): 3 clusters
  Score: Raw -222738.890243 + Penalty 3541.271527 = -219197.618716
  nChanged 11
		SP:Iteration 8Q (51298.190000 sec): 3 clusters
  Score: Raw -222754.770427 + Penalty 3541.271527 = -219213.498900
  nChanged 15
		SP:Iteration 9Q (51298.220000 sec): 3 clusters
  Score: Raw -222772.330314 + Penalty 3541.271527 = -219231.058787
  nChanged 10
		SP:Iteration 10Q (51298.250000 sec): 3 clusters
  Score: Raw -222781.155187 + Penalty 3541.271527 = -219239.883660
  nChanged 6
		SP:Iteration 11Q (51298.280000 sec): 3 clusters
  Score: Raw -222787.731109 + Penalty 3541.271527 = -219246.459583
  nChanged 12
		SP:Iteration 12Q (51298.320000 sec): 3 clusters
  Score: Raw -222800.560619 + Penalty 3541.271527 = -219259.289093
  nChanged 11
		SP:Iteration 13Q (51298.350000 sec): 3 clusters
  Score: Raw -222812.691105 + Penalty 3541.271527 = -219271.419578
  nChanged 5
		SP:Iteration 14Q (51298.380000 sec): 3 clusters
  Score: Raw -222817.308767 + Penalty 3541.271527 = -219276.037240
  nChanged 5
		SP:Iteration 15Q (51298.420000 sec): 3 clusters
  Score: Raw -222821.915273 + Penalty 3541.271527 = -219280.643746
  nChanged 2
		SP:Iteration 16Q (51298.450000 sec): 3 clusters
  Score: Raw -222823.288876 + Penalty 3541.271527 = -219282.017350
  nChanged 2
		SP:Iteration 17Q (51298.480000 sec): 3 clusters
  Score: Raw -222824.591518 + Penalty 3541.271527 = -219283.319991
  nChanged 1
		SP:Iteration 18Q (51298.510000 sec): 3 clusters
  Score: Raw -222826.279699 + Penalty 3541.271527 = -219285.008172
  nChanged 4
		SP:Iteration 19Q (51298.540000 sec): 3 clusters
  Score: Raw -222830.180449 + Penalty 3541.271527 = -219288.908922
  nChanged 6
		SP:Iteration 20F (51298.580000 sec): 3 clusters
  Score: Raw -222837.469895 + Penalty 3541.271527 = -219296.198368
  nChanged 5
		SP:Iteration 21Q (51298.610000 sec): 3 clusters
  Score: Raw -222842.548124 + Penalty 3541.271527 = -219301.276597
  nChanged 2
		SP:Iteration 22Q (51298.640000 sec): 3 clusters
  Score: Raw -222843.815888 + Penalty 3541.271527 = -219302.544362
  nChanged 3
		SP:Iteration 23Q (51298.670000 sec): 3 clusters
  Score: Raw -222846.384034 + Penalty 3541.271527 = -219305.112507
  nChanged 2
		SP:Iteration 24Q (51298.700000 sec): 3 clusters
  Score: Raw -222847.694553 + Penalty 3541.271527 = -219306.423027
  nChanged 0
		SP:Iteration 25F (51298.730000 sec): 3 clusters
  Score: Raw -222847.694553 + Penalty 3541.271527 = -219306.423027
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 36 (470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51298.760000 sec): 2 clusters
  Score: Raw -53236.220952 + Penalty 1525.877708 = -51710.343244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51298.780000 sec): 3 clusters
  Score: Raw -53451.696356 + Penalty 3051.755417 = -50399.940939
  nChanged 95
		SP:Iteration 1F (51298.800000 sec): 3 clusters
  Score: Raw -53699.271934 + Penalty 3051.755417 = -50647.516517
  nChanged 32
		SP:Iteration 2F (51298.830000 sec): 3 clusters
  Score: Raw -53784.262735 + Penalty 3051.755417 = -50732.507318
  nChanged 25
		SP:Iteration 3F (51298.850000 sec): 3 clusters
  Score: Raw -53856.057482 + Penalty 3051.755417 = -50804.302065
  nChanged 22
		SP:Iteration 4Q (51298.870000 sec): 3 clusters
  Score: Raw -53899.825546 + Penalty 3051.755417 = -50848.070129
  nChanged 15
		SP:Iteration 5Q (51298.900000 sec): 3 clusters
  Score: Raw -53947.297052 + Penalty 3051.755417 = -50895.541636
  nChanged 17
		SP:Iteration 6Q (51298.920000 sec): 3 clusters
  Score: Raw -54041.449287 + Penalty 3051.755417 = -50989.693871
  nChanged 14
		SP:Iteration 7Q (51298.940000 sec): 3 clusters
  Score: Raw -54237.217167 + Penalty 3051.755417 = -51185.461750
  nChanged 14
		SP:Iteration 8Q (51298.960000 sec): 3 clusters
  Score: Raw -54371.736387 + Penalty 3051.755417 = -51319.980970
  nChanged 11
		SP:Iteration 9Q (51298.980000 sec): 3 clusters
  Score: Raw -54427.535900 + Penalty 3051.755417 = -51375.780484
  nChanged 4
		SP:Iteration 10Q (51299.000000 sec): 3 clusters
  Score: Raw -54445.930580 + Penalty 3051.755417 = -51394.175163
  nChanged 1
		SP:Iteration 11Q (51299.030000 sec): 3 clusters
  Score: Raw -54481.612307 + Penalty 3051.755417 = -51429.856890
  nChanged 1
		SP:Iteration 12Q (51299.050000 sec): 3 clusters
  Score: Raw -54501.856071 + Penalty 3051.755417 = -51450.100655
  nChanged 1
		SP:Iteration 13Q (51299.070000 sec): 3 clusters
  Score: Raw -54517.689977 + Penalty 3051.755417 = -51465.934560
  nChanged 0
		SP:Iteration 14F (51299.090000 sec): 3 clusters
  Score: Raw -54518.047996 + Penalty 3051.755417 = -51466.292580
  nChanged 1
		SP:Iteration 15Q (51299.120000 sec): 3 clusters
  Score: Raw -54551.640875 + Penalty 3051.755417 = -51499.885458
  nChanged 3
		SP:Iteration 16Q (51299.140000 sec): 3 clusters
  Score: Raw -54562.047747 + Penalty 3051.755417 = -51510.292330
  nChanged 1
		SP:Iteration 17Q (51299.160000 sec): 3 clusters
  Score: Raw -54576.416542 + Penalty 3051.755417 = -51524.661126
  nChanged 1
		SP:Iteration 18Q (51299.180000 sec): 3 clusters
  Score: Raw -54585.329266 + Penalty 3051.755417 = -51533.573849
  nChanged 0
		SP:Iteration 19F (51299.200000 sec): 3 clusters
  Score: Raw -54585.329266 + Penalty 3051.755417 = -51533.573849
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 37 (16796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51299.380000 sec): 2 clusters
  Score: Raw -2870696.145345 + Penalty 2412.766218 = -2868283.379126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51299.610000 sec): 3 clusters
  Score: Raw -2861113.856296 + Penalty 4825.532437 = -2856288.323859
  nChanged 7303
		SP:Iteration 1F (51299.840000 sec): 3 clusters
  Score: Raw -2865057.452535 + Penalty 4825.532437 = -2860231.920098
  nChanged 905
		SP:Iteration 2F (51300.140000 sec): 3 clusters
  Score: Raw -2865412.677748 + Penalty 4825.532437 = -2860587.145311
  nChanged 795
		SP:Iteration 3Q (51300.530000 sec): 3 clusters
  Score: Raw -2865713.747064 + Penalty 4825.532437 = -2860888.214628
  nChanged 708
		SP:Iteration 4Q (51300.830000 sec): 3 clusters
  Score: Raw -2865978.455928 + Penalty 4825.532437 = -2861152.923491
  nChanged 617
		SP:Iteration 5Q (51301.170000 sec): 3 clusters
  Score: Raw -2866190.043196 + Penalty 4825.532437 = -2861364.510760
  nChanged 530
		SP:Iteration 6Q (51301.500000 sec): 3 clusters
  Score: Raw -2866364.534236 + Penalty 4825.532437 = -2861539.001799
  nChanged 488
		SP:Iteration 7Q (51301.810000 sec): 3 clusters
  Score: Raw -2866525.925101 + Penalty 4825.532437 = -2861700.392664
  nChanged 442
		SP:Iteration 8Q (51302.190000 sec): 3 clusters
  Score: Raw -2866669.014520 + Penalty 4825.532437 = -2861843.482084
  nChanged 453
		SP:Iteration 9Q (51302.560000 sec): 3 clusters
  Score: Raw -2866818.475056 + Penalty 4825.532437 = -2861992.942619
  nChanged 393
		SP:Iteration 10Q (51302.920000 sec): 3 clusters
  Score: Raw -2866956.299417 + Penalty 4825.532437 = -2862130.766980
  nChanged 416
		SP:Iteration 11Q (51303.280000 sec): 3 clusters
  Score: Raw -2867098.790426 + Penalty 4825.532437 = -2862273.257989
  nChanged 434
		SP:Iteration 12Q (51303.620000 sec): 3 clusters
  Score: Raw -2867263.306165 + Penalty 4825.532437 = -2862437.773729
  nChanged 486
		SP:Iteration 13Q (51303.940000 sec): 3 clusters
  Score: Raw -2867474.129870 + Penalty 4825.532437 = -2862648.597433
  nChanged 555
		SP:Iteration 14Q (51304.280000 sec): 3 clusters
  Score: Raw -2867755.543115 + Penalty 4825.532437 = -2862930.010678
  nChanged 631
		SP:Iteration 15Q (51304.620000 sec): 3 clusters
  Score: Raw -2868128.547819 + Penalty 4825.532437 = -2863303.015382
  nChanged 708
		SP:Iteration 16Q (51304.970000 sec): 3 clusters
  Score: Raw -2868605.151480 + Penalty 4825.532437 = -2863779.619043
  nChanged 702
		SP:Iteration 17Q (51305.270000 sec): 3 clusters
  Score: Raw -2869119.951320 + Penalty 4825.532437 = -2864294.418884
  nChanged 670
		SP:Iteration 18Q (51305.600000 sec): 3 clusters
  Score: Raw -2869641.914469 + Penalty 4825.532437 = -2864816.382032
  nChanged 626
		SP:Iteration 19Q (51305.900000 sec): 3 clusters
  Score: Raw -2870150.998269 + Penalty 4825.532437 = -2865325.465832
  nChanged 445
		SP:Iteration 20F (51306.240000 sec): 3 clusters
  Score: Raw -2870512.922431 + Penalty 4825.532437 = -2865687.389994
  nChanged 358
		SP:Iteration 21Q (51306.460000 sec): 3 clusters
  Score: Raw -2870814.149953 + Penalty 4825.532437 = -2865988.617516
  nChanged 275
		SP:Iteration 22Q (51306.690000 sec): 3 clusters
  Score: Raw -2871060.132136 + Penalty 4825.532437 = -2866234.599699
  nChanged 213
		SP:Iteration 23Q (51306.960000 sec): 3 clusters
  Score: Raw -2871253.451760 + Penalty 4825.532437 = -2866427.919323
  nChanged 135
		SP:Iteration 24Q (51307.260000 sec): 3 clusters
  Score: Raw -2871366.983611 + Penalty 4825.532437 = -2866541.451175
  nChanged 96
		SP:Iteration 25Q (51307.560000 sec): 3 clusters
  Score: Raw -2871435.683049 + Penalty 4825.532437 = -2866610.150612
  nChanged 77
		SP:Iteration 26Q (51307.860000 sec): 3 clusters
  Score: Raw -2871482.577717 + Penalty 4825.532437 = -2866657.045281
  nChanged 59
		SP:Iteration 27Q (51308.160000 sec): 3 clusters
  Score: Raw -2871515.145892 + Penalty 4825.532437 = -2866689.613455
  nChanged 37
		SP:Iteration 28Q (51308.460000 sec): 3 clusters
  Score: Raw -2871538.049866 + Penalty 4825.532437 = -2866712.517429
  nChanged 33
		SP:Iteration 29Q (51308.760000 sec): 3 clusters
  Score: Raw -2871552.294886 + Penalty 4825.532437 = -2866726.762449
  nChanged 19
		SP:Iteration 30Q (51309.060000 sec): 3 clusters
  Score: Raw -2871559.618747 + Penalty 4825.532437 = -2866734.086311
  nChanged 14
		SP:Iteration 31Q (51309.360000 sec): 3 clusters
  Score: Raw -2871563.954996 + Penalty 4825.532437 = -2866738.422560
  nChanged 9
		SP:Iteration 32Q (51309.650000 sec): 3 clusters
  Score: Raw -2871566.942470 + Penalty 4825.532437 = -2866741.410033
  nChanged 3
		SP:Iteration 33Q (51309.950000 sec): 3 clusters
  Score: Raw -2871567.659394 + Penalty 4825.532437 = -2866742.126957
  nChanged 1
		SP:Iteration 34Q (51310.200000 sec): 3 clusters
  Score: Raw -2871568.012549 + Penalty 4825.532437 = -2866742.480113
  nChanged 0
		SP:Iteration 35F (51310.500000 sec): 3 clusters
  Score: Raw -2871576.529722 + Penalty 4825.532437 = -2866750.997286
  nChanged 5
		SP:Iteration 36Q (51310.800000 sec): 3 clusters
  Score: Raw -2871580.835214 + Penalty 4825.532437 = -2866755.302777
  nChanged 5
		SP:Iteration 37Q (51311.100000 sec): 3 clusters
  Score: Raw -2871583.396697 + Penalty 4825.532437 = -2866757.864260
  nChanged 6
		SP:Iteration 38Q (51311.400000 sec): 3 clusters
  Score: Raw -2871585.716236 + Penalty 4825.532437 = -2866760.183799
  nChanged 4
		SP:Iteration 39Q (51311.700000 sec): 3 clusters
  Score: Raw -2871587.714154 + Penalty 4825.532437 = -2866762.181717
  nChanged 7
		SP:Iteration 40F (51312.040000 sec): 3 clusters
  Score: Raw -2871589.822947 + Penalty 4825.532437 = -2866764.290510
  nChanged 7
		SP:Iteration 41Q (51312.350000 sec): 3 clusters
  Score: Raw -2871592.224814 + Penalty 4825.532437 = -2866766.692377
  nChanged 3
		SP:Iteration 42Q (51312.650000 sec): 3 clusters
  Score: Raw -2871592.976200 + Penalty 4825.532437 = -2866767.443763
  nChanged 2
		SP:Iteration 43Q (51312.940000 sec): 3 clusters
  Score: Raw -2871593.296163 + Penalty 4825.532437 = -2866767.763727
  nChanged 1
		SP:Iteration 44Q (51313.240000 sec): 3 clusters
  Score: Raw -2871593.469483 + Penalty 4825.532437 = -2866767.937046
  nChanged 2
		SP:Iteration 45Q (51313.540000 sec): 3 clusters
  Score: Raw -2871593.915136 + Penalty 4825.532437 = -2866768.382699
  nChanged 1
		SP:Iteration 46Q (51313.840000 sec): 3 clusters
  Score: Raw -2871594.319729 + Penalty 4825.532437 = -2866768.787292
  nChanged 1
		SP:Iteration 47Q (51314.140000 sec): 3 clusters
  Score: Raw -2871594.534143 + Penalty 4825.532437 = -2866769.001706
  nChanged 2
		SP:Iteration 48Q (51314.440000 sec): 3 clusters
  Score: Raw -2871595.021932 + Penalty 4825.532437 = -2866769.489495
  nChanged 2
		SP:Iteration 49Q (51314.740000 sec): 3 clusters
  Score: Raw -2871595.523923 + Penalty 4825.532437 = -2866769.991486
  nChanged 1
		SP:Iteration 50Q (51315.040000 sec): 3 clusters
  Score: Raw -2871595.701382 + Penalty 4825.532437 = -2866770.168945
  nChanged 0
		SP:Iteration 51F (51315.380000 sec): 3 clusters
  Score: Raw -2871595.701382 + Penalty 4825.532437 = -2866770.168945
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 38 (22574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51315.640000 sec): 2 clusters
  Score: Raw -3942889.850706 + Penalty 2486.089412 = -3940403.761294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51316.040000 sec): 3 clusters
  Score: Raw -3929692.636703 + Penalty 4972.178824 = -3924720.457879
  nChanged 9997
		SP:Iteration 1F (51316.450000 sec): 3 clusters
  Score: Raw -3935387.177826 + Penalty 4972.178824 = -3930414.999002
  nChanged 1588
		SP:Iteration 2F (51316.810000 sec): 3 clusters
  Score: Raw -3936309.731541 + Penalty 4972.178824 = -3931337.552717
  nChanged 1578
		SP:Iteration 3F (51317.220000 sec): 3 clusters
  Score: Raw -3937402.096140 + Penalty 4972.178824 = -3932429.917316
  nChanged 1682
		SP:Iteration 4F (51317.580000 sec): 3 clusters
  Score: Raw -3938680.766137 + Penalty 4972.178824 = -3933708.587313
  nChanged 1693
		SP:Iteration 5F (51317.990000 sec): 3 clusters
  Score: Raw -3939981.592935 + Penalty 4972.178824 = -3935009.414111
  nChanged 1485
		SP:Iteration 6F (51318.350000 sec): 3 clusters
  Score: Raw -3941133.112492 + Penalty 4972.178824 = -3936160.933668
  nChanged 1169
		SP:Iteration 7F (51318.760000 sec): 3 clusters
  Score: Raw -3942029.040688 + Penalty 4972.178824 = -3937056.861864
  nChanged 823
		SP:Iteration 8Q (51319.130000 sec): 3 clusters
  Score: Raw -3942663.286416 + Penalty 4972.178824 = -3937691.107592
  nChanged 577
		SP:Iteration 9Q (51319.540000 sec): 3 clusters
  Score: Raw -3943063.466481 + Penalty 4972.178824 = -3938091.287657
  nChanged 366
		SP:Iteration 10Q (51319.910000 sec): 3 clusters
  Score: Raw -3943301.876323 + Penalty 4972.178824 = -3938329.697499
  nChanged 239
		SP:Iteration 11Q (51320.310000 sec): 3 clusters
  Score: Raw -3943439.317247 + Penalty 4972.178824 = -3938467.138423
  nChanged 172
		SP:Iteration 12Q (51320.690000 sec): 3 clusters
  Score: Raw -3943541.182184 + Penalty 4972.178824 = -3938569.003360
  nChanged 127
		SP:Iteration 13Q (51321.090000 sec): 3 clusters
  Score: Raw -3943622.804354 + Penalty 4972.178824 = -3938650.625530
  nChanged 114
		SP:Iteration 14Q (51321.460000 sec): 3 clusters
  Score: Raw -3943686.504160 + Penalty 4972.178824 = -3938714.325336
  nChanged 95
		SP:Iteration 15Q (51321.870000 sec): 3 clusters
  Score: Raw -3943732.041995 + Penalty 4972.178824 = -3938759.863171
  nChanged 62
		SP:Iteration 16Q (51322.240000 sec): 3 clusters
  Score: Raw -3943758.422201 + Penalty 4972.178824 = -3938786.243377
  nChanged 47
		SP:Iteration 17Q (51322.650000 sec): 3 clusters
  Score: Raw -3943776.587473 + Penalty 4972.178824 = -3938804.408649
  nChanged 42
		SP:Iteration 18Q (51323.020000 sec): 3 clusters
  Score: Raw -3943794.074944 + Penalty 4972.178824 = -3938821.896120
  nChanged 45
		SP:Iteration 19Q (51323.430000 sec): 3 clusters
  Score: Raw -3943812.668949 + Penalty 4972.178824 = -3938840.490126
  nChanged 33
		SP:Iteration 20F (51323.790000 sec): 3 clusters
  Score: Raw -3943826.756901 + Penalty 4972.178824 = -3938854.578077
  nChanged 19
		SP:Iteration 21Q (51324.210000 sec): 3 clusters
  Score: Raw -3943834.078187 + Penalty 4972.178824 = -3938861.899363
  nChanged 13
		SP:Iteration 22Q (51324.570000 sec): 3 clusters
  Score: Raw -3943838.913911 + Penalty 4972.178824 = -3938866.735087
  nChanged 12
		SP:Iteration 23Q (51324.980000 sec): 3 clusters
  Score: Raw -3943842.379869 + Penalty 4972.178824 = -3938870.201045
  nChanged 11
		SP:Iteration 24Q (51325.350000 sec): 3 clusters
  Score: Raw -3943845.123383 + Penalty 4972.178824 = -3938872.944560
  nChanged 5
		SP:Iteration 25Q (51325.710000 sec): 3 clusters
  Score: Raw -3943846.249718 + Penalty 4972.178824 = -3938874.070895
  nChanged 4
		SP:Iteration 26Q (51326.090000 sec): 3 clusters
  Score: Raw -3943847.346558 + Penalty 4972.178824 = -3938875.167734
  nChanged 5
		SP:Iteration 27Q (51326.450000 sec): 3 clusters
  Score: Raw -3943849.710819 + Penalty 4972.178824 = -3938877.531995
  nChanged 4
		SP:Iteration 28Q (51326.850000 sec): 3 clusters
  Score: Raw -3943850.996254 + Penalty 4972.178824 = -3938878.817430
  nChanged 4
		SP:Iteration 29Q (51327.220000 sec): 3 clusters
  Score: Raw -3943852.399091 + Penalty 4972.178824 = -3938880.220267
  nChanged 2
		SP:Iteration 30Q (51327.590000 sec): 3 clusters
  Score: Raw -3943852.767764 + Penalty 4972.178824 = -3938880.588940
  nChanged 2
		SP:Iteration 31Q (51327.950000 sec): 3 clusters
  Score: Raw -3943853.339915 + Penalty 4972.178824 = -3938881.161091
  nChanged 2
		SP:Iteration 32Q (51328.320000 sec): 3 clusters
  Score: Raw -3943853.681532 + Penalty 4972.178824 = -3938881.502709
  nChanged 0
		SP:Iteration 33F (51328.730000 sec): 3 clusters
  Score: Raw -3943853.681532 + Penalty 4972.178824 = -3938881.502709
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 39 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51328.880000 sec): 2 clusters
  Score: Raw -20566.375424 + Penalty 1229.045110 = -19337.330314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51329.010000 sec): 3 clusters
  Score: Raw -20906.572077 + Penalty 2458.090221 = -18448.481856
  nChanged 6
		SP:Iteration 1Q (51329.190000 sec): 3 clusters
  Score: Raw -20954.260071 + Penalty 2458.090221 = -18496.169850
  nChanged 1
		SP:Iteration 2Q (51329.370000 sec): 3 clusters
  Score: Raw -20960.723099 + Penalty 2458.090221 = -18502.632878
  nChanged 1
		SP:Iteration 3Q (51329.540000 sec): 3 clusters
  Score: Raw -20967.416977 + Penalty 2458.090221 = -18509.326757
  nChanged 0
		SP:Iteration 4F (51329.720000 sec): 3 clusters
  Score: Raw -20967.416977 + Penalty 2458.090221 = -18509.326757
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 40 (403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51329.810000 sec): 2 clusters
  Score: Raw -66270.750166 + Penalty 1487.736267 = -64783.013899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51329.980000 sec): 3 clusters
  Score: Raw -66315.922359 + Penalty 2975.472535 = -63340.449824
  nChanged 69
		SP:Iteration 1F (51330.160000 sec): 3 clusters
  Score: Raw -66473.504044 + Penalty 2975.472535 = -63498.031509
  nChanged 20
		SP:Iteration 2Q (51330.330000 sec): 3 clusters
  Score: Raw -66531.750435 + Penalty 2975.472535 = -63556.277900
  nChanged 6
		SP:Iteration 3Q (51330.510000 sec): 3 clusters
  Score: Raw -66556.102871 + Penalty 2975.472535 = -63580.630337
  nChanged 7
		SP:Iteration 4Q (51330.680000 sec): 3 clusters
  Score: Raw -66576.677488 + Penalty 2975.472535 = -63601.204954
  nChanged 2
		SP:Iteration 5Q (51330.860000 sec): 3 clusters
  Score: Raw -66580.981334 + Penalty 2975.472535 = -63605.508799
  nChanged 2
		SP:Iteration 6Q (51331.020000 sec): 3 clusters
  Score: Raw -66591.273135 + Penalty 2975.472535 = -63615.800601
  nChanged 4
		SP:Iteration 7Q (51331.190000 sec): 3 clusters
  Score: Raw -66599.071015 + Penalty 2975.472535 = -63623.598480
  nChanged 1
		SP:Iteration 8Q (51331.350000 sec): 3 clusters
  Score: Raw -66606.392800 + Penalty 2975.472535 = -63630.920266
  nChanged 1
		SP:Iteration 9Q (51331.510000 sec): 3 clusters
  Score: Raw -66608.178537 + Penalty 2975.472535 = -63632.706002
  nChanged 0
		SP:Iteration 10F (51331.680000 sec): 3 clusters
  Score: Raw -66608.178537 + Penalty 2975.472535 = -63632.706002
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 41 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51331.760000 sec): 2 clusters
  Score: Raw -71923.074066 + Penalty 1555.673498 = -70367.400568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51331.920000 sec): 3 clusters
  Score: Raw -72132.634177 + Penalty 3111.346995 = -69021.287181
  nChanged 138
		SP:Iteration 1F (51332.090000 sec): 3 clusters
  Score: Raw -72515.432934 + Penalty 3111.346995 = -69404.085938
  nChanged 45
		SP:Iteration 2F (51332.250000 sec): 3 clusters
  Score: Raw -72673.348541 + Penalty 3111.346995 = -69562.001546
  nChanged 20
		SP:Iteration 3Q (51332.410000 sec): 3 clusters
  Score: Raw -72742.524712 + Penalty 3111.346995 = -69631.177717
  nChanged 19
		SP:Iteration 4Q (51332.590000 sec): 3 clusters
  Score: Raw -72822.242735 + Penalty 3111.346995 = -69710.895740
  nChanged 14
		SP:Iteration 5Q (51332.610000 sec): 3 clusters
  Score: Raw -72887.661905 + Penalty 3111.346995 = -69776.314909
  nChanged 15
		SP:Iteration 6Q (51332.630000 sec): 3 clusters
  Score: Raw -72989.940484 + Penalty 3111.346995 = -69878.593489
  nChanged 12
		SP:Iteration 7Q (51332.660000 sec): 3 clusters
  Score: Raw -73095.658655 + Penalty 3111.346995 = -69984.311660
  nChanged 13
		SP:Iteration 8Q (51332.680000 sec): 3 clusters
  Score: Raw -73222.533194 + Penalty 3111.346995 = -70111.186198
  nChanged 9
		SP:Iteration 9Q (51332.710000 sec): 3 clusters
  Score: Raw -73309.034603 + Penalty 3111.346995 = -70197.687608
  nChanged 4
		SP:Iteration 10Q (51332.730000 sec): 3 clusters
  Score: Raw -73373.851650 + Penalty 3111.346995 = -70262.504655
  nChanged 6
		SP:Iteration 11Q (51332.750000 sec): 3 clusters
  Score: Raw -73392.792362 + Penalty 3111.346995 = -70281.445367
  nChanged 5
		SP:Iteration 12Q (51332.770000 sec): 3 clusters
  Score: Raw -73402.649823 + Penalty 3111.346995 = -70291.302828
  nChanged 4
		SP:Iteration 13Q (51332.800000 sec): 3 clusters
  Score: Raw -73413.187751 + Penalty 3111.346995 = -70301.840756
  nChanged 2
		SP:Iteration 14Q (51332.820000 sec): 3 clusters
  Score: Raw -73416.348500 + Penalty 3111.346995 = -70305.001505
  nChanged 1
		SP:Iteration 15Q (51332.840000 sec): 3 clusters
  Score: Raw -73417.174511 + Penalty 3111.346995 = -70305.827516
  nChanged 0
		SP:Iteration 16F (51332.980000 sec): 3 clusters
  Score: Raw -73420.928089 + Penalty 3111.346995 = -70309.581094
  nChanged 1
		SP:Iteration 17Q (51333.000000 sec): 3 clusters
  Score: Raw -73426.991328 + Penalty 3111.346995 = -70315.644333
  nChanged 0
		SP:Iteration 18F (51333.010000 sec): 3 clusters
  Score: Raw -73426.991328 + Penalty 3111.346995 = -70315.644333
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 42 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51333.040000 sec): 2 clusters
  Score: Raw -41605.268508 + Penalty 1372.280593 = -40232.987915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51333.050000 sec): 3 clusters
  Score: Raw -41816.951588 + Penalty 2744.561186 = -39072.390402
  nChanged 22
		SP:Iteration 1F (51333.050000 sec): 3 clusters
  Score: Raw -41904.787918 + Penalty 2744.561186 = -39160.226731
  nChanged 5
		SP:Iteration 2Q (51333.060000 sec): 3 clusters
  Score: Raw -41921.986198 + Penalty 2744.561186 = -39177.425012
  nChanged 1
		SP:Iteration 3Q (51333.070000 sec): 3 clusters
  Score: Raw -41925.013965 + Penalty 2744.561186 = -39180.452778
  nChanged 0
		SP:Iteration 4F (51333.080000 sec): 3 clusters
  Score: Raw -41925.013965 + Penalty 2744.561186 = -39180.452778
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 43 (2532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51333.150000 sec): 2 clusters
  Score: Raw -407486.397935 + Penalty 1943.517666 = -405542.880269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51333.210000 sec): 3 clusters
  Score: Raw -406572.273644 + Penalty 3887.035332 = -402685.238311
  nChanged 851
		SP:Iteration 1F (51333.270000 sec): 3 clusters
  Score: Raw -407590.754299 + Penalty 3887.035332 = -403703.718967
  nChanged 301
		SP:Iteration 2F (51333.330000 sec): 3 clusters
  Score: Raw -408262.226633 + Penalty 3887.035332 = -404375.191300
  nChanged 220
		SP:Iteration 3F (51333.390000 sec): 3 clusters
  Score: Raw -408776.996113 + Penalty 3887.035332 = -404889.960780
  nChanged 190
		SP:Iteration 4F (51333.450000 sec): 3 clusters
  Score: Raw -409054.154688 + Penalty 3887.035332 = -405167.119356
  nChanged 111
		SP:Iteration 5Q (51333.510000 sec): 3 clusters
  Score: Raw -409187.132233 + Penalty 3887.035332 = -405300.096900
  nChanged 69
		SP:Iteration 6Q (51333.560000 sec): 3 clusters
  Score: Raw -409271.762784 + Penalty 3887.035332 = -405384.727451
  nChanged 64
		SP:Iteration 7Q (51333.620000 sec): 3 clusters
  Score: Raw -409375.933104 + Penalty 3887.035332 = -405488.897772
  nChanged 53
		SP:Iteration 8Q (51333.680000 sec): 3 clusters
  Score: Raw -409514.281708 + Penalty 3887.035332 = -405627.246375
  nChanged 57
		SP:Iteration 9Q (51333.730000 sec): 3 clusters
  Score: Raw -409571.284802 + Penalty 3887.035332 = -405684.249469
  nChanged 42
		SP:Iteration 10Q (51333.790000 sec): 3 clusters
  Score: Raw -409605.691972 + Penalty 3887.035332 = -405718.656640
  nChanged 20
		SP:Iteration 11Q (51333.850000 sec): 3 clusters
  Score: Raw -409619.578265 + Penalty 3887.035332 = -405732.542932
  nChanged 9
		SP:Iteration 12Q (51333.910000 sec): 3 clusters
  Score: Raw -409625.920912 + Penalty 3887.035332 = -405738.885579
  nChanged 4
		SP:Iteration 13Q (51333.970000 sec): 3 clusters
  Score: Raw -409628.673211 + Penalty 3887.035332 = -405741.637879
  nChanged 2
		SP:Iteration 14Q (51334.030000 sec): 3 clusters
  Score: Raw -409629.654941 + Penalty 3887.035332 = -405742.619609
  nChanged 0
		SP:Iteration 15F (51334.090000 sec): 3 clusters
  Score: Raw -409629.654941 + Penalty 3887.035332 = -405742.619609
  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 3.87 GB.

 Trying to split cluster 44 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51334.130000 sec): 2 clusters
  Score: Raw -23286.729302 + Penalty 1253.948960 = -22032.780342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51334.140000 sec): 3 clusters
  Score: Raw -24038.239905 + Penalty 2507.897919 = -21530.341985
  nChanged 23
		SP:Iteration 1F (51334.150000 sec): 3 clusters
  Score: Raw -24216.057315 + Penalty 2507.897919 = -21708.159395
  nChanged 5
		SP:Iteration 2Q (51334.160000 sec): 3 clusters
  Score: Raw -24247.687884 + Penalty 2507.897919 = -21739.789964
  nChanged 0
		SP:Iteration 3F (51334.170000 sec): 3 clusters
  Score: Raw -24247.687884 + Penalty 2507.897919 = -21739.789964
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 46 (984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51334.210000 sec): 2 clusters
  Score: Raw -170454.922655 + Penalty 1709.123222 = -168745.799432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51334.240000 sec): 3 clusters
  Score: Raw -170274.931821 + Penalty 3418.246445 = -166856.685376
  nChanged 229
		SP:Iteration 1F (51334.270000 sec): 3 clusters
  Score: Raw -170534.712400 + Penalty 3418.246445 = -167116.465955
  nChanged 67
		SP:Iteration 2F (51334.310000 sec): 3 clusters
  Score: Raw -170621.820817 + Penalty 3418.246445 = -167203.574372
  nChanged 26
		SP:Iteration 3Q (51334.330000 sec): 3 clusters
  Score: Raw -170655.826391 + Penalty 3418.246445 = -167237.579946
  nChanged 15
		SP:Iteration 4Q (51334.370000 sec): 3 clusters
  Score: Raw -170672.884496 + Penalty 3418.246445 = -167254.638051
  nChanged 15
		SP:Iteration 5Q (51334.400000 sec): 3 clusters
  Score: Raw -170692.347039 + Penalty 3418.246445 = -167274.100594
  nChanged 11
		SP:Iteration 6Q (51334.500000 sec): 3 clusters
  Score: Raw -170717.309875 + Penalty 3418.246445 = -167299.063430
  nChanged 11
		SP:Iteration 7Q (51334.530000 sec): 3 clusters
  Score: Raw -170731.112473 + Penalty 3418.246445 = -167312.866028
  nChanged 5
		SP:Iteration 8Q (51334.560000 sec): 3 clusters
  Score: Raw -170735.897463 + Penalty 3418.246445 = -167317.651018
  nChanged 2
		SP:Iteration 9Q (51334.590000 sec): 3 clusters
  Score: Raw -170738.689309 + Penalty 3418.246445 = -167320.442864
  nChanged 2
		SP:Iteration 10Q (51334.620000 sec): 3 clusters
  Score: Raw -170741.518280 + Penalty 3418.246445 = -167323.271835
  nChanged 0
		SP:Iteration 11F (51334.770000 sec): 3 clusters
  Score: Raw -170741.518280 + Penalty 3418.246445 = -167323.271835
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 47 (551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51334.850000 sec): 2 clusters
  Score: Raw -88826.669862 + Penalty 1565.310233 = -87261.359629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51335.030000 sec): 3 clusters
  Score: Raw -88876.363720 + Penalty 3130.620465 = -85745.743255
  nChanged 121
		SP:Iteration 1F (51335.200000 sec): 3 clusters
  Score: Raw -89244.549723 + Penalty 3130.620465 = -86113.929257
  nChanged 47
		SP:Iteration 2F (51335.380000 sec): 3 clusters
  Score: Raw -89468.053834 + Penalty 3130.620465 = -86337.433369
  nChanged 22
		SP:Iteration 3Q (51335.550000 sec): 3 clusters
  Score: Raw -89550.224255 + Penalty 3130.620465 = -86419.603790
  nChanged 13
		SP:Iteration 4Q (51335.730000 sec): 3 clusters
  Score: Raw -89591.700807 + Penalty 3130.620465 = -86461.080341
  nChanged 9
		SP:Iteration 5Q (51335.910000 sec): 3 clusters
  Score: Raw -89614.079713 + Penalty 3130.620465 = -86483.459247
  nChanged 4
		SP:Iteration 6Q (51336.080000 sec): 3 clusters
  Score: Raw -89630.972382 + Penalty 3130.620465 = -86500.351916
  nChanged 2
		SP:Iteration 7Q (51336.260000 sec): 3 clusters
  Score: Raw -89639.309644 + Penalty 3130.620465 = -86508.689178
  nChanged 2
		SP:Iteration 8Q (51336.430000 sec): 3 clusters
  Score: Raw -89646.681633 + Penalty 3130.620465 = -86516.061168
  nChanged 3
		SP:Iteration 9Q (51336.610000 sec): 3 clusters
  Score: Raw -89654.407295 + Penalty 3130.620465 = -86523.786829
  nChanged 1
		SP:Iteration 10Q (51336.790000 sec): 3 clusters
  Score: Raw -89657.441832 + Penalty 3130.620465 = -86526.821367
  nChanged 1
		SP:Iteration 11Q (51336.960000 sec): 3 clusters
  Score: Raw -89658.802492 + Penalty 3130.620465 = -86528.182026
  nChanged 0
		SP:Iteration 12F (51337.140000 sec): 3 clusters
  Score: Raw -89658.802492 + Penalty 3130.620465 = -86528.182026
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 48 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51337.230000 sec): 2 clusters
  Score: Raw -43731.544597 + Penalty 1438.174978 = -42293.369619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51337.400000 sec): 3 clusters
  Score: Raw -44029.925897 + Penalty 2876.349957 = -41153.575941
  nChanged 66
		SP:Iteration 1F (51337.580000 sec): 3 clusters
  Score: Raw -44437.802234 + Penalty 2876.349957 = -41561.452278
  nChanged 30
		SP:Iteration 2F (51337.750000 sec): 3 clusters
  Score: Raw -44817.383018 + Penalty 2876.349957 = -41941.033062
  nChanged 32
		SP:Iteration 3F (51337.930000 sec): 3 clusters
  Score: Raw -45096.478585 + Penalty 2876.349957 = -42220.128629
  nChanged 17
		SP:Iteration 4F (51338.110000 sec): 3 clusters
  Score: Raw -45304.528610 + Penalty 2876.349957 = -42428.178653
  nChanged 7
		SP:Iteration 5Q (51338.280000 sec): 3 clusters
  Score: Raw -45394.197107 + Penalty 2876.349957 = -42517.847151
  nChanged 3
		SP:Iteration 6Q (51338.460000 sec): 3 clusters
  Score: Raw -45432.311648 + Penalty 2876.349957 = -42555.961691
  nChanged 1
		SP:Iteration 7Q (51338.630000 sec): 3 clusters
  Score: Raw -45444.590046 + Penalty 2876.349957 = -42568.240089
  nChanged 0
		SP:Iteration 8F (51338.810000 sec): 3 clusters
  Score: Raw -45444.590046 + Penalty 2876.349957 = -42568.240089
  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 3.87 GB.

 Trying to split cluster 49 (297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51338.890000 sec): 2 clusters
  Score: Raw -31811.249664 + Penalty 1412.045570 = -30399.204094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51339.070000 sec): 3 clusters
  Score: Raw -32029.637095 + Penalty 2824.091141 = -29205.545954
  nChanged 44
		SP:Iteration 1F (51339.250000 sec): 3 clusters
  Score: Raw -32198.799859 + Penalty 2824.091141 = -29374.708718
  nChanged 26
		SP:Iteration 2F (51339.420000 sec): 3 clusters
  Score: Raw -32307.147745 + Penalty 2824.091141 = -29483.056605
  nChanged 11
		SP:Iteration 3Q (51339.590000 sec): 3 clusters
  Score: Raw -32383.619345 + Penalty 2824.091141 = -29559.528204
  nChanged 1
		SP:Iteration 4Q (51339.750000 sec): 3 clusters
  Score: Raw -32391.695979 + Penalty 2824.091141 = -29567.604838
  nChanged 1
		SP:Iteration 5Q (51339.920000 sec): 3 clusters
  Score: Raw -32395.365439 + Penalty 2824.091141 = -29571.274298
  nChanged 1
		SP:Iteration 6Q (51340.100000 sec): 3 clusters
  Score: Raw -32397.548685 + Penalty 2824.091141 = -29573.457545
  nChanged 0
		SP:Iteration 7F (51340.270000 sec): 3 clusters
  Score: Raw -32397.548685 + Penalty 2824.091141 = -29573.457545
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 50 (1573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (51340.330000 sec): 2 clusters
  Score: Raw -272839.367617 + Penalty 1825.463496 = -271013.904121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (51340.490000 sec): 3 clusters
  Score: Raw -272355.806803 + Penalty 3650.926992 = -268704.879811
  nChanged 456
		SP:Iteration 1F (51340.670000 sec): 3 clusters
  Score: Raw -272739.126255 + Penalty 3650.926992 = -269088.199263
  nChanged 109
		SP:Iteration 2F (51340.850000 sec): 3 clusters
  Score: Raw -272853.815965 + Penalty 3650.926992 = -269202.888973
  nChanged 69
		SP:Iteration 3Q (51341.020000 sec): 3 clusters
  Score: Raw -272936.390912 + Penalty 3650.926992 = -269285.463920
  nChanged 57
		SP:Iteration 4Q (51341.200000 sec): 3 clusters
  Score: Raw -273002.235561 + Penalty 3650.926992 = -269351.308569
  nChanged 47
		SP:Iteration 5Q (51341.370000 sec): 3 clusters
  Score: Raw -273047.740372 + Penalty 3650.926992 = -269396.813380
  nChanged 51
		SP:Iteration 6Q (51341.580000 sec): 3 clusters
  Score: Raw -273103.911555 + Penalty 3650.926992 = -269452.984563
  nChanged 53
		SP:Iteration 7Q (51341.770000 sec): 3 clusters
  Score: Raw -273180.286838 + Penalty 3650.926992 = -269529.359847
  nChanged 54
		SP:Iteration 8Q (51341.950000 sec): 3 clusters
  Score: Raw -273234.647496 + Penalty 3650.926992 = -269583.720504
  nChanged 28
		SP:Iteration 9Q (51342.120000 sec): 3 clusters
  Score: Raw -273280.734020 + Penalty 3650.926992 = -269629.807028
  nChanged 38
		SP:Iteration 10Q (51342.300000 sec): 3 clusters
  Score: Raw -273322.841881 + Penalty 3650.926992 = -269671.914889
  nChanged 23
		SP:Iteration 11Q (51342.470000 sec): 3 clusters
  Score: Raw -273347.614262 + Penalty 3650.926992 = -269696.687270
  nChanged 14
		SP:Iteration 12Q (51342.630000 sec): 3 clusters
  Score: Raw -273362.378831 + Penalty 3650.926992 = -269711.451839
  nChanged 6
		SP:Iteration 13Q (51342.790000 sec): 3 clusters
  Score: Raw -273368.155087 + Penalty 3650.926992 = -269717.228095
  nChanged 4
		SP:Iteration 14Q (51342.950000 sec): 3 clusters
  Score: Raw -273370.794622 + Penalty 3650.926992 = -269719.867630
  nChanged 4
		SP:Iteration 15Q (51343.120000 sec): 3 clusters
  Score: Raw -273373.300976 + Penalty 3650.926992 = -269722.373984
  nChanged 4
		SP:Iteration 16Q (51343.280000 sec): 3 clusters
  Score: Raw -273376.132392 + Penalty 3650.926992 = -269725.205400
  nChanged 6
		SP:Iteration 17Q (51343.450000 sec): 3 clusters
  Score: Raw -273388.128978 + Penalty 3650.926992 = -269737.201986
  nChanged 6
		SP:Iteration 18Q (51343.610000 sec): 3 clusters
  Score: Raw -273392.564130 + Penalty 3650.926992 = -269741.637138
  nChanged 1
		SP:Iteration 19Q (51343.770000 sec): 3 clusters
  Score: Raw -273393.310972 + Penalty 3650.926992 = -269742.383980
  nChanged 1
		SP:Iteration 20F (51343.940000 sec): 3 clusters
  Score: Raw -273394.581576 + Penalty 3650.926992 = -269743.654584
  nChanged 1
		SP:Iteration 21Q (51343.980000 sec): 3 clusters
  Score: Raw -273395.669682 + Penalty 3650.926992 = -269744.742690
  nChanged 1
		SP:Iteration 22Q (51344.020000 sec): 3 clusters
  Score: Raw -273397.575065 + Penalty 3650.926992 = -269746.648073
  nChanged 2
		SP:Iteration 23Q (51344.070000 sec): 3 clusters
  Score: Raw -273398.474422 + Penalty 3650.926992 = -269747.547431
  nChanged 2
		SP:Iteration 24Q (51344.110000 sec): 3 clusters
  Score: Raw -273399.651799 + Penalty 3650.926992 = -269748.724807
  nChanged 1
		SP:Iteration 25Q (51344.150000 sec): 3 clusters
  Score: Raw -273400.455844 + Penalty 3650.926992 = -269749.528852
  nChanged 0
		SP:Iteration 26F (51344.190000 sec): 3 clusters
  Score: Raw -273400.455844 + Penalty 3650.926992 = -269749.528852
  nChanged 0
Deleting Class 45 (380 points): Lose 2934.879884 but Gain 3262.464713
Iteration 99Q (51417.750000 sec): 58 clusters
  Score: Raw -91391784.722475 + Penalty 185960.488658 = -91205824.233817
  nChanged 928
Iteration 100F (51521.420000 sec): 58 clusters
  Score: Raw -91395644.609752 + Penalty 185960.488658 = -91209684.121094
  nChanged 963
Iteration 101Q (51593.460000 sec): 58 clusters
  Score: Raw -91397512.308844 + Penalty 185960.488658 = -91211551.820186
  nChanged 838
Iteration 102Q (51665.900000 sec): 58 clusters
  Score: Raw -91397992.214371 + Penalty 185960.488658 = -91212031.725712
  nChanged 755
Iteration 103Q (51738.180000 sec): 58 clusters
  Score: Raw -91398265.378514 + Penalty 185960.488658 = -91212304.889856
  nChanged 654
Iteration 104Q (51809.750000 sec): 58 clusters
  Score: Raw -91398428.969384 + Penalty 185960.488658 = -91212468.480726
  nChanged 605
Iteration 105Q (51881.920000 sec): 58 clusters
  Score: Raw -91398580.491041 + Penalty 185960.488658 = -91212620.002383
  nChanged 552
Iteration 106Q (51953.710000 sec): 58 clusters
  Score: Raw -91398678.818849 + Penalty 185960.488658 = -91212718.330191
  nChanged 521
Iteration 107Q (52025.830000 sec): 58 clusters
  Score: Raw -91398768.887792 + Penalty 185960.488658 = -91212808.399134
  nChanged 465
Iteration 108Q (52098.370000 sec): 58 clusters
  Score: Raw -91398868.316375 + Penalty 185960.488658 = -91212907.827717
  nChanged 436
Iteration 109Q (52170.080000 sec): 58 clusters
  Score: Raw -91398941.918922 + Penalty 185960.488658 = -91212981.430264
  nChanged 402
Iteration 110Q (52241.980000 sec): 58 clusters
  Score: Raw -91399016.650859 + Penalty 185960.488658 = -91213056.162201
  nChanged 368
Iteration 111Q (52314.420000 sec): 58 clusters
  Score: Raw -91399077.186649 + Penalty 185960.488658 = -91213116.697991
  nChanged 382
Iteration 112Q (52386.420000 sec): 58 clusters
  Score: Raw -91399138.463322 + Penalty 185960.488658 = -91213177.974664
  nChanged 352
Iteration 113Q (52457.490000 sec): 58 clusters
  Score: Raw -91399202.053054 + Penalty 185960.488658 = -91213241.564396
  nChanged 380
Iteration 114Q (52528.880000 sec): 58 clusters
  Score: Raw -91399270.233466 + Penalty 185960.488658 = -91213309.744808
  nChanged 404
Iteration 115Q (52600.270000 sec): 58 clusters
  Score: Raw -91399325.806534 + Penalty 185960.488658 = -91213365.317876
  nChanged 385
Iteration 116Q (52671.370000 sec): 58 clusters
  Score: Raw -91399387.854833 + Penalty 185960.488658 = -91213427.366175
  nChanged 363
Iteration 117Q (52742.050000 sec): 58 clusters
  Score: Raw -91399448.390291 + Penalty 185960.488658 = -91213487.901633
  nChanged 362
Iteration 118Q (52813.730000 sec): 58 clusters
  Score: Raw -91399508.133008 + Penalty 185960.488658 = -91213547.644350
  nChanged 361
Iteration 119Q (52884.320000 sec): 58 clusters
  Score: Raw -91399565.858764 + Penalty 185960.488658 = -91213605.370106
  nChanged 328
Iteration 120F (52992.300000 sec): 58 clusters
  Score: Raw -91400134.569775 + Penalty 185960.488658 = -91214174.081117
  nChanged 341
Iteration 121Q (53064.840000 sec): 58 clusters
  Score: Raw -91400591.902047 + Penalty 185960.488658 = -91214631.413389
  nChanged 318
Iteration 122Q (53137.210000 sec): 58 clusters
  Score: Raw -91400773.591278 + Penalty 185960.488658 = -91214813.102620
  nChanged 327
Iteration 123Q (53208.800000 sec): 58 clusters
  Score: Raw -91400845.008759 + Penalty 185960.488658 = -91214884.520101
  nChanged 285
Iteration 124Q (53281.300000 sec): 58 clusters
  Score: Raw -91400893.739019 + Penalty 185960.488658 = -91214933.250361
  nChanged 245
Iteration 125Q (53353.650000 sec): 58 clusters
  Score: Raw -91400932.571713 + Penalty 185960.488658 = -91214972.083055
  nChanged 240
Iteration 126Q (53426.720000 sec): 58 clusters
  Score: Raw -91400967.014253 + Penalty 185960.488658 = -91215006.525595
  nChanged 200
Iteration 127Q (53499.580000 sec): 58 clusters
  Score: Raw -91400991.865622 + Penalty 185960.488658 = -91215031.376963
  nChanged 172
Iteration 128Q (53571.490000 sec): 58 clusters
  Score: Raw -91401009.499207 + Penalty 185960.488658 = -91215049.010549
  nChanged 134
Iteration 129Q (53642.860000 sec): 58 clusters
  Score: Raw -91401016.887113 + Penalty 185960.488658 = -91215056.398455
  nChanged 107
Iteration 130Q (53714.860000 sec): 58 clusters
  Score: Raw -91401023.415241 + Penalty 185960.488658 = -91215062.926582
  nChanged 115
Iteration 131Q (53786.730000 sec): 58 clusters
  Score: Raw -91401031.275523 + Penalty 185960.488658 = -91215070.786865
  nChanged 108
Iteration 132Q (53858.910000 sec): 58 clusters
  Score: Raw -91401037.750900 + Penalty 185960.488658 = -91215077.262242
  nChanged 86
Iteration 133Q (53930.340000 sec): 58 clusters
  Score: Raw -91401042.061126 + Penalty 185960.488658 = -91215081.572468
  nChanged 69
Iteration 134Q (54000.790000 sec): 58 clusters
  Score: Raw -91401045.234089 + Penalty 185960.488658 = -91215084.745431
  nChanged 55
Iteration 135Q (54073.250000 sec): 58 clusters
  Score: Raw -91401048.569379 + Penalty 185960.488658 = -91215088.080721
  nChanged 58
Iteration 136Q (54145.570000 sec): 58 clusters
  Score: Raw -91401051.283665 + Penalty 185960.488658 = -91215090.795007
  nChanged 61
Iteration 137Q (54217.830000 sec): 58 clusters
  Score: Raw -91401054.199987 + Penalty 185960.488658 = -91215093.711328
  nChanged 67
Iteration 138Q (54290.120000 sec): 58 clusters
  Score: Raw -91401057.637680 + Penalty 185960.488658 = -91215097.149022
  nChanged 63
Writing temp clu file 
Because OldScore, -91215093.711328, is greater than current (better) Score,-91215097.149022 
 Compute initial score before splitting:   Score: Raw -91401057.637680 + Penalty 185960.488658 = -91215097.149022
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54290.230000 sec): 2 clusters
  Score: Raw -111511.046573 + Penalty 1587.675465 = -109923.371109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54290.400000 sec): 3 clusters
  Score: Raw -111487.115745 + Penalty 3175.350930 = -108311.764816
  nChanged 106
		SP:Iteration 1F (54290.570000 sec): 3 clusters
  Score: Raw -111762.930226 + Penalty 3175.350930 = -108587.579296
  nChanged 43
		SP:Iteration 2F (54290.620000 sec): 3 clusters
  Score: Raw -111907.414012 + Penalty 3175.350930 = -108732.063083
  nChanged 28
		SP:Iteration 3Q (54290.640000 sec): 3 clusters
  Score: Raw -111984.919833 + Penalty 3175.350930 = -108809.568904
  nChanged 16
		SP:Iteration 4Q (54290.650000 sec): 3 clusters
  Score: Raw -112018.166373 + Penalty 3175.350930 = -108842.815443
  nChanged 8
		SP:Iteration 5Q (54290.670000 sec): 3 clusters
  Score: Raw -112035.799664 + Penalty 3175.350930 = -108860.448734
  nChanged 4
		SP:Iteration 6Q (54290.700000 sec): 3 clusters
  Score: Raw -112041.735807 + Penalty 3175.350930 = -108866.384877
  nChanged 4
		SP:Iteration 7Q (54290.720000 sec): 3 clusters
  Score: Raw -112047.469648 + Penalty 3175.350930 = -108872.118718
  nChanged 3
		SP:Iteration 8Q (54290.740000 sec): 3 clusters
  Score: Raw -112052.969601 + Penalty 3175.350930 = -108877.618672
  nChanged 2
		SP:Iteration 9Q (54290.760000 sec): 3 clusters
  Score: Raw -112059.296664 + Penalty 3175.350930 = -108883.945735
  nChanged 1
		SP:Iteration 10Q (54290.790000 sec): 3 clusters
  Score: Raw -112061.462815 + Penalty 3175.350930 = -108886.111886
  nChanged 1
		SP:Iteration 11Q (54290.810000 sec): 3 clusters
  Score: Raw -112064.498194 + Penalty 3175.350930 = -108889.147264
  nChanged 1
		SP:Iteration 12Q (54290.830000 sec): 3 clusters
  Score: Raw -112068.668735 + Penalty 3175.350930 = -108893.317805
  nChanged 0
		SP:Iteration 13F (54290.860000 sec): 3 clusters
  Score: Raw -112068.668735 + Penalty 3175.350930 = -108893.317805
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 2 (908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54290.900000 sec): 2 clusters
  Score: Raw -149644.015603 + Penalty 1689.188606 = -147954.826997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54290.930000 sec): 3 clusters
  Score: Raw -149527.292986 + Penalty 3378.377212 = -146148.915774
  nChanged 237
		SP:Iteration 1F (54290.960000 sec): 3 clusters
  Score: Raw -149921.726041 + Penalty 3378.377212 = -146543.348829
  nChanged 96
		SP:Iteration 2F (54290.990000 sec): 3 clusters
  Score: Raw -150178.346022 + Penalty 3378.377212 = -146799.968810
  nChanged 79
		SP:Iteration 3F (54291.020000 sec): 3 clusters
  Score: Raw -150442.496486 + Penalty 3378.377212 = -147064.119275
  nChanged 52
		SP:Iteration 4F (54291.050000 sec): 3 clusters
  Score: Raw -150648.405761 + Penalty 3378.377212 = -147270.028550
  nChanged 40
		SP:Iteration 5Q (54291.080000 sec): 3 clusters
  Score: Raw -150815.749139 + Penalty 3378.377212 = -147437.371928
  nChanged 36
		SP:Iteration 6Q (54291.120000 sec): 3 clusters
  Score: Raw -150951.748068 + Penalty 3378.377212 = -147573.370856
  nChanged 29
		SP:Iteration 7Q (54291.140000 sec): 3 clusters
  Score: Raw -151087.421261 + Penalty 3378.377212 = -147709.044049
  nChanged 27
		SP:Iteration 8Q (54291.180000 sec): 3 clusters
  Score: Raw -151207.102954 + Penalty 3378.377212 = -147828.725742
  nChanged 28
		SP:Iteration 9Q (54291.200000 sec): 3 clusters
  Score: Raw -151315.130498 + Penalty 3378.377212 = -147936.753286
  nChanged 18
		SP:Iteration 10Q (54291.230000 sec): 3 clusters
  Score: Raw -151382.916169 + Penalty 3378.377212 = -148004.538958
  nChanged 12
		SP:Iteration 11Q (54291.260000 sec): 3 clusters
  Score: Raw -151419.950783 + Penalty 3378.377212 = -148041.573571
  nChanged 9
		SP:Iteration 12Q (54291.290000 sec): 3 clusters
  Score: Raw -151440.620130 + Penalty 3378.377212 = -148062.242918
  nChanged 6
		SP:Iteration 13Q (54291.320000 sec): 3 clusters
  Score: Raw -151451.308046 + Penalty 3378.377212 = -148072.930834
  nChanged 6
		SP:Iteration 14Q (54291.350000 sec): 3 clusters
  Score: Raw -151464.289765 + Penalty 3378.377212 = -148085.912553
  nChanged 3
		SP:Iteration 15Q (54291.380000 sec): 3 clusters
  Score: Raw -151471.295431 + Penalty 3378.377212 = -148092.918219
  nChanged 4
		SP:Iteration 16Q (54291.410000 sec): 3 clusters
  Score: Raw -151482.046463 + Penalty 3378.377212 = -148103.669251
  nChanged 3
		SP:Iteration 17Q (54291.440000 sec): 3 clusters
  Score: Raw -151488.378214 + Penalty 3378.377212 = -148110.001002
  nChanged 3
		SP:Iteration 18Q (54291.470000 sec): 3 clusters
  Score: Raw -151495.974381 + Penalty 3378.377212 = -148117.597169
  nChanged 2
		SP:Iteration 19Q (54291.500000 sec): 3 clusters
  Score: Raw -151500.157828 + Penalty 3378.377212 = -148121.780616
  nChanged 5
		SP:Iteration 20F (54291.530000 sec): 3 clusters
  Score: Raw -151510.805183 + Penalty 3378.377212 = -148132.427972
  nChanged 4
		SP:Iteration 21Q (54291.560000 sec): 3 clusters
  Score: Raw -151524.172573 + Penalty 3378.377212 = -148145.795362
  nChanged 3
		SP:Iteration 22Q (54291.590000 sec): 3 clusters
  Score: Raw -151529.716801 + Penalty 3378.377212 = -148151.339589
  nChanged 5
		SP:Iteration 23Q (54291.620000 sec): 3 clusters
  Score: Raw -151541.440083 + Penalty 3378.377212 = -148163.062871
  nChanged 6
		SP:Iteration 24Q (54291.650000 sec): 3 clusters
  Score: Raw -151558.132727 + Penalty 3378.377212 = -148179.755515
  nChanged 3
		SP:Iteration 25Q (54291.680000 sec): 3 clusters
  Score: Raw -151565.451586 + Penalty 3378.377212 = -148187.074374
  nChanged 3
		SP:Iteration 26Q (54291.710000 sec): 3 clusters
  Score: Raw -151572.773583 + Penalty 3378.377212 = -148194.396371
  nChanged 3
		SP:Iteration 27Q (54291.740000 sec): 3 clusters
  Score: Raw -151583.629656 + Penalty 3378.377212 = -148205.252445
  nChanged 3
		SP:Iteration 28Q (54291.770000 sec): 3 clusters
  Score: Raw -151589.956515 + Penalty 3378.377212 = -148211.579303
  nChanged 1
		SP:Iteration 29Q (54291.800000 sec): 3 clusters
  Score: Raw -151591.904610 + Penalty 3378.377212 = -148213.527398
  nChanged 0
		SP:Iteration 30F (54291.830000 sec): 3 clusters
  Score: Raw -151591.904610 + Penalty 3378.377212 = -148213.527398
  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 3.87 GB.

 Trying to split cluster 3 (258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54291.880000 sec): 2 clusters
  Score: Raw -39531.145242 + Penalty 1377.133977 = -38154.011265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54291.890000 sec): 3 clusters
  Score: Raw -39697.097631 + Penalty 2754.267954 = -36942.829677
  nChanged 25
		SP:Iteration 1F (54291.900000 sec): 3 clusters
  Score: Raw -39786.425720 + Penalty 2754.267954 = -37032.157766
  nChanged 8
		SP:Iteration 2Q (54291.910000 sec): 3 clusters
  Score: Raw -39820.263563 + Penalty 2754.267954 = -37065.995609
  nChanged 4
		SP:Iteration 3Q (54291.920000 sec): 3 clusters
  Score: Raw -39833.425969 + Penalty 2754.267954 = -37079.158015
  nChanged 1
		SP:Iteration 4Q (54291.920000 sec): 3 clusters
  Score: Raw -39836.359199 + Penalty 2754.267954 = -37082.091245
  nChanged 0
		SP:Iteration 5F (54291.930000 sec): 3 clusters
  Score: Raw -39836.359199 + Penalty 2754.267954 = -37082.091245
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54291.980000 sec): 2 clusters
  Score: Raw -171849.672254 + Penalty 1717.547609 = -170132.124646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54292.010000 sec): 3 clusters
  Score: Raw -171620.305522 + Penalty 3435.095218 = -168185.210305
  nChanged 246
		SP:Iteration 1F (54292.040000 sec): 3 clusters
  Score: Raw -171919.032211 + Penalty 3435.095218 = -168483.936993
  nChanged 70
		SP:Iteration 2F (54292.070000 sec): 3 clusters
  Score: Raw -172033.859343 + Penalty 3435.095218 = -168598.764126
  nChanged 44
		SP:Iteration 3Q (54292.100000 sec): 3 clusters
  Score: Raw -172083.152495 + Penalty 3435.095218 = -168648.057278
  nChanged 22
		SP:Iteration 4Q (54292.130000 sec): 3 clusters
  Score: Raw -172117.810483 + Penalty 3435.095218 = -168682.715265
  nChanged 18
		SP:Iteration 5Q (54292.160000 sec): 3 clusters
  Score: Raw -172148.260784 + Penalty 3435.095218 = -168713.165567
  nChanged 16
		SP:Iteration 6Q (54292.200000 sec): 3 clusters
  Score: Raw -172167.153747 + Penalty 3435.095218 = -168732.058529
  nChanged 11
		SP:Iteration 7Q (54292.230000 sec): 3 clusters
  Score: Raw -172175.955430 + Penalty 3435.095218 = -168740.860212
  nChanged 7
		SP:Iteration 8Q (54292.260000 sec): 3 clusters
  Score: Raw -172183.569295 + Penalty 3435.095218 = -168748.474078
  nChanged 7
		SP:Iteration 9Q (54292.290000 sec): 3 clusters
  Score: Raw -172194.175519 + Penalty 3435.095218 = -168759.080301
  nChanged 8
		SP:Iteration 10Q (54292.320000 sec): 3 clusters
  Score: Raw -172201.852662 + Penalty 3435.095218 = -168766.757445
  nChanged 7
		SP:Iteration 11Q (54292.350000 sec): 3 clusters
  Score: Raw -172209.132306 + Penalty 3435.095218 = -168774.037089
  nChanged 7
		SP:Iteration 12Q (54292.380000 sec): 3 clusters
  Score: Raw -172215.621901 + Penalty 3435.095218 = -168780.526684
  nChanged 5
		SP:Iteration 13Q (54292.420000 sec): 3 clusters
  Score: Raw -172220.747821 + Penalty 3435.095218 = -168785.652603
  nChanged 4
		SP:Iteration 14Q (54292.520000 sec): 3 clusters
  Score: Raw -172226.506507 + Penalty 3435.095218 = -168791.411289
  nChanged 7
		SP:Iteration 15Q (54292.550000 sec): 3 clusters
  Score: Raw -172234.058231 + Penalty 3435.095218 = -168798.963013
  nChanged 5
		SP:Iteration 16Q (54292.580000 sec): 3 clusters
  Score: Raw -172245.719725 + Penalty 3435.095218 = -168810.624507
  nChanged 7
		SP:Iteration 17Q (54292.610000 sec): 3 clusters
  Score: Raw -172260.531997 + Penalty 3435.095218 = -168825.436779
  nChanged 7
		SP:Iteration 18Q (54292.640000 sec): 3 clusters
  Score: Raw -172266.820424 + Penalty 3435.095218 = -168831.725206
  nChanged 3
		SP:Iteration 19Q (54292.680000 sec): 3 clusters
  Score: Raw -172270.947336 + Penalty 3435.095218 = -168835.852119
  nChanged 5
		SP:Iteration 20F (54292.700000 sec): 3 clusters
  Score: Raw -172277.443481 + Penalty 3435.095218 = -168842.348264
  nChanged 4
		SP:Iteration 21Q (54292.740000 sec): 3 clusters
  Score: Raw -172280.604405 + Penalty 3435.095218 = -168845.509188
  nChanged 4
		SP:Iteration 22Q (54292.770000 sec): 3 clusters
  Score: Raw -172282.176218 + Penalty 3435.095218 = -168847.081000
  nChanged 1
		SP:Iteration 23Q (54292.800000 sec): 3 clusters
  Score: Raw -172282.564800 + Penalty 3435.095218 = -168847.469582
  nChanged 0
		SP:Iteration 24F (54292.830000 sec): 3 clusters
  Score: Raw -172282.564800 + Penalty 3435.095218 = -168847.469582
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 5 (356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54292.870000 sec): 2 clusters
  Score: Raw -40353.598105 + Penalty 1456.982821 = -38896.615283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54292.880000 sec): 3 clusters
  Score: Raw -40646.300385 + Penalty 2913.965643 = -37732.334743
  nChanged 68
		SP:Iteration 1F (54292.900000 sec): 3 clusters
  Score: Raw -40758.697841 + Penalty 2913.965643 = -37844.732198
  nChanged 22
		SP:Iteration 2F (54292.910000 sec): 3 clusters
  Score: Raw -40825.031766 + Penalty 2913.965643 = -37911.066124
  nChanged 24
		SP:Iteration 3F (54292.930000 sec): 3 clusters
  Score: Raw -40896.024159 + Penalty 2913.965643 = -37982.058516
  nChanged 24
		SP:Iteration 4F (54292.940000 sec): 3 clusters
  Score: Raw -40997.643354 + Penalty 2913.965643 = -38083.677712
  nChanged 18
		SP:Iteration 5F (54292.960000 sec): 3 clusters
  Score: Raw -41050.436300 + Penalty 2913.965643 = -38136.470658
  nChanged 15
		SP:Iteration 6Q (54292.970000 sec): 3 clusters
  Score: Raw -41096.302057 + Penalty 2913.965643 = -38182.336415
  nChanged 6
		SP:Iteration 7Q (54292.980000 sec): 3 clusters
  Score: Raw -41136.663465 + Penalty 2913.965643 = -38222.697822
  nChanged 2
		SP:Iteration 8Q (54293.000000 sec): 3 clusters
  Score: Raw -41145.837753 + Penalty 2913.965643 = -38231.872110
  nChanged 1
		SP:Iteration 9Q (54293.010000 sec): 3 clusters
  Score: Raw -41157.043341 + Penalty 2913.965643 = -38243.077699
  nChanged 0
		SP:Iteration 10F (54293.020000 sec): 3 clusters
  Score: Raw -41157.043341 + Penalty 2913.965643 = -38243.077699
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 6 (557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54293.060000 sec): 2 clusters
  Score: Raw -88378.381472 + Penalty 1567.996180 = -86810.385293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54293.080000 sec): 3 clusters
  Score: Raw -88434.767431 + Penalty 3135.992359 = -85298.775072
  nChanged 124
		SP:Iteration 1F (54293.110000 sec): 3 clusters
  Score: Raw -88850.871762 + Penalty 3135.992359 = -85714.879403
  nChanged 53
		SP:Iteration 2F (54293.130000 sec): 3 clusters
  Score: Raw -89017.612794 + Penalty 3135.992359 = -85881.620435
  nChanged 24
		SP:Iteration 3Q (54293.150000 sec): 3 clusters
  Score: Raw -89078.549164 + Penalty 3135.992359 = -85942.556805
  nChanged 15
		SP:Iteration 4Q (54293.180000 sec): 3 clusters
  Score: Raw -89137.895275 + Penalty 3135.992359 = -86001.902916
  nChanged 10
		SP:Iteration 5Q (54293.200000 sec): 3 clusters
  Score: Raw -89162.959830 + Penalty 3135.992359 = -86026.967471
  nChanged 8
		SP:Iteration 6Q (54293.220000 sec): 3 clusters
  Score: Raw -89170.007677 + Penalty 3135.992359 = -86034.015318
  nChanged 3
		SP:Iteration 7Q (54293.240000 sec): 3 clusters
  Score: Raw -89174.532630 + Penalty 3135.992359 = -86038.540271
  nChanged 3
		SP:Iteration 8Q (54293.270000 sec): 3 clusters
  Score: Raw -89179.755743 + Penalty 3135.992359 = -86043.763384
  nChanged 4
		SP:Iteration 9Q (54293.290000 sec): 3 clusters
  Score: Raw -89187.524157 + Penalty 3135.992359 = -86051.531798
  nChanged 7
		SP:Iteration 10Q (54293.310000 sec): 3 clusters
  Score: Raw -89197.101760 + Penalty 3135.992359 = -86061.109401
  nChanged 4
		SP:Iteration 11Q (54293.330000 sec): 3 clusters
  Score: Raw -89203.480854 + Penalty 3135.992359 = -86067.488495
  nChanged 2
		SP:Iteration 12Q (54293.360000 sec): 3 clusters
  Score: Raw -89204.502039 + Penalty 3135.992359 = -86068.509680
  nChanged 0
		SP:Iteration 13F (54293.380000 sec): 3 clusters
  Score: Raw -89204.502039 + Penalty 3135.992359 = -86068.509680
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (3754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54293.450000 sec): 2 clusters
  Score: Raw -661972.647045 + Penalty 2041.183150 = -659931.463895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54293.630000 sec): 3 clusters
  Score: Raw -660291.718766 + Penalty 4082.366300 = -656209.352466
  nChanged 1374
		SP:Iteration 1F (54293.800000 sec): 3 clusters
  Score: Raw -661147.360278 + Penalty 4082.366300 = -657064.993979
  nChanged 271
		SP:Iteration 2F (54293.980000 sec): 3 clusters
  Score: Raw -661316.961037 + Penalty 4082.366300 = -657234.594737
  nChanged 154
		SP:Iteration 3Q (54294.150000 sec): 3 clusters
  Score: Raw -661411.211647 + Penalty 4082.366300 = -657328.845348
  nChanged 127
		SP:Iteration 4Q (54294.320000 sec): 3 clusters
  Score: Raw -661484.098725 + Penalty 4082.366300 = -657401.732426
  nChanged 102
		SP:Iteration 5Q (54294.420000 sec): 3 clusters
  Score: Raw -661539.232420 + Penalty 4082.366300 = -657456.866120
  nChanged 81
		SP:Iteration 6Q (54294.590000 sec): 3 clusters
  Score: Raw -661578.701189 + Penalty 4082.366300 = -657496.334889
  nChanged 79
		SP:Iteration 7Q (54294.770000 sec): 3 clusters
  Score: Raw -661623.615137 + Penalty 4082.366300 = -657541.248837
  nChanged 57
		SP:Iteration 8Q (54294.940000 sec): 3 clusters
  Score: Raw -661657.872472 + Penalty 4082.366300 = -657575.506173
  nChanged 53
		SP:Iteration 9Q (54295.110000 sec): 3 clusters
  Score: Raw -661682.676761 + Penalty 4082.366300 = -657600.310462
  nChanged 53
		SP:Iteration 10Q (54295.290000 sec): 3 clusters
  Score: Raw -661709.796666 + Penalty 4082.366300 = -657627.430367
  nChanged 40
		SP:Iteration 11Q (54295.470000 sec): 3 clusters
  Score: Raw -661728.337103 + Penalty 4082.366300 = -657645.970803
  nChanged 30
		SP:Iteration 12Q (54295.640000 sec): 3 clusters
  Score: Raw -661739.668370 + Penalty 4082.366300 = -657657.302071
  nChanged 25
		SP:Iteration 13Q (54295.810000 sec): 3 clusters
  Score: Raw -661749.933607 + Penalty 4082.366300 = -657667.567307
  nChanged 22
		SP:Iteration 14Q (54295.990000 sec): 3 clusters
  Score: Raw -661757.491918 + Penalty 4082.366300 = -657675.125619
  nChanged 13
		SP:Iteration 15Q (54296.160000 sec): 3 clusters
  Score: Raw -661762.577047 + Penalty 4082.366300 = -657680.210748
  nChanged 10
		SP:Iteration 16Q (54296.330000 sec): 3 clusters
  Score: Raw -661766.696042 + Penalty 4082.366300 = -657684.329742
  nChanged 13
		SP:Iteration 17Q (54296.500000 sec): 3 clusters
  Score: Raw -661772.784082 + Penalty 4082.366300 = -657690.417782
  nChanged 14
		SP:Iteration 18Q (54296.660000 sec): 3 clusters
  Score: Raw -661777.195574 + Penalty 4082.366300 = -657694.829274
  nChanged 13
		SP:Iteration 19Q (54296.830000 sec): 3 clusters
  Score: Raw -661781.170882 + Penalty 4082.366300 = -657698.804582
  nChanged 14
		SP:Iteration 20F (54297.010000 sec): 3 clusters
  Score: Raw -661785.979044 + Penalty 4082.366300 = -657703.612745
  nChanged 15
		SP:Iteration 21Q (54297.200000 sec): 3 clusters
  Score: Raw -661792.023336 + Penalty 4082.366300 = -657709.657036
  nChanged 11
		SP:Iteration 22Q (54297.400000 sec): 3 clusters
  Score: Raw -661796.181043 + Penalty 4082.366300 = -657713.814743
  nChanged 14
		SP:Iteration 23Q (54297.570000 sec): 3 clusters
  Score: Raw -661800.972280 + Penalty 4082.366300 = -657718.605981
  nChanged 9
		SP:Iteration 24Q (54297.750000 sec): 3 clusters
  Score: Raw -661803.510135 + Penalty 4082.366300 = -657721.143835
  nChanged 8
		SP:Iteration 25Q (54297.920000 sec): 3 clusters
  Score: Raw -661807.234088 + Penalty 4082.366300 = -657724.867789
  nChanged 11
		SP:Iteration 26Q (54298.100000 sec): 3 clusters
  Score: Raw -661811.645173 + Penalty 4082.366300 = -657729.278873
  nChanged 13
		SP:Iteration 27Q (54298.270000 sec): 3 clusters
  Score: Raw -661816.372651 + Penalty 4082.366300 = -657734.006351
  nChanged 14
		SP:Iteration 28Q (54298.450000 sec): 3 clusters
  Score: Raw -661822.442315 + Penalty 4082.366300 = -657740.076015
  nChanged 13
		SP:Iteration 29Q (54298.620000 sec): 3 clusters
  Score: Raw -661826.514239 + Penalty 4082.366300 = -657744.147940
  nChanged 6
		SP:Iteration 30Q (54298.790000 sec): 3 clusters
  Score: Raw -661828.244769 + Penalty 4082.366300 = -657745.878469
  nChanged 7
		SP:Iteration 31Q (54298.970000 sec): 3 clusters
  Score: Raw -661830.593719 + Penalty 4082.366300 = -657748.227419
  nChanged 8
		SP:Iteration 32Q (54299.140000 sec): 3 clusters
  Score: Raw -661834.406743 + Penalty 4082.366300 = -657752.040444
  nChanged 5
		SP:Iteration 33Q (54299.310000 sec): 3 clusters
  Score: Raw -661835.711188 + Penalty 4082.366300 = -657753.344888
  nChanged 1
		SP:Iteration 34Q (54299.490000 sec): 3 clusters
  Score: Raw -661835.884164 + Penalty 4082.366300 = -657753.517864
  nChanged 0
		SP:Iteration 35F (54299.660000 sec): 3 clusters
  Score: Raw -661835.884164 + Penalty 4082.366300 = -657753.517864
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 8 (95504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54300.430000 sec): 2 clusters
  Score: Raw -17013661.593918 + Penalty 2843.797006 = -17010817.796912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54301.470000 sec): 3 clusters
  Score: Raw -16952642.653597 + Penalty 5687.594012 = -16946955.059585
  nChanged 44882
		SP:Iteration 1F (54302.510000 sec): 3 clusters
  Score: Raw -16978294.724780 + Penalty 5687.594012 = -16972607.130769
  nChanged 3003
		SP:Iteration 2Q (54303.600000 sec): 3 clusters
  Score: Raw -16978960.444710 + Penalty 5687.594012 = -16973272.850699
  nChanged 3073
		SP:Iteration 3Q (54304.690000 sec): 3 clusters
  Score: Raw -16979716.226676 + Penalty 5687.594012 = -16974028.632664
  nChanged 3301
		SP:Iteration 4Q (54305.690000 sec): 3 clusters
  Score: Raw -16980644.352286 + Penalty 5687.594012 = -16974956.758274
  nChanged 3639
		SP:Iteration 5Q (54306.780000 sec): 3 clusters
  Score: Raw -16981785.782405 + Penalty 5687.594012 = -16976098.188393
  nChanged 4137
		SP:Iteration 6Q (54307.820000 sec): 3 clusters
  Score: Raw -16983324.330245 + Penalty 5687.594012 = -16977636.736233
  nChanged 4659
		SP:Iteration 7Q (54308.910000 sec): 3 clusters
  Score: Raw -16985286.441898 + Penalty 5687.594012 = -16979598.847887
  nChanged 5134
		SP:Iteration 8F (54309.950000 sec): 3 clusters
  Score: Raw -16987711.068352 + Penalty 5687.594012 = -16982023.474341
  nChanged 5364
		SP:Iteration 9F (54310.960000 sec): 3 clusters
  Score: Raw -16990510.450408 + Penalty 5687.594012 = -16984822.856397
  nChanged 5417
		SP:Iteration 10F (54311.970000 sec): 3 clusters
  Score: Raw -16993760.128187 + Penalty 5687.594012 = -16988072.534176
  nChanged 5299
		SP:Iteration 11F (54312.990000 sec): 3 clusters
  Score: Raw -16997503.199459 + Penalty 5687.594012 = -16991815.605448
  nChanged 4833
		SP:Iteration 12F (54314.030000 sec): 3 clusters
  Score: Raw -17001511.352781 + Penalty 5687.594012 = -16995823.758770
  nChanged 4039
		SP:Iteration 13Q (54315.120000 sec): 3 clusters
  Score: Raw -17005179.004171 + Penalty 5687.594012 = -16999491.410160
  nChanged 2988
		SP:Iteration 14Q (54316.160000 sec): 3 clusters
  Score: Raw -17007924.199689 + Penalty 5687.594012 = -17002236.605678
  nChanged 2041
		SP:Iteration 15Q (54317.160000 sec): 3 clusters
  Score: Raw -17009738.839036 + Penalty 5687.594012 = -17004051.245025
  nChanged 1433
		SP:Iteration 16Q (54318.070000 sec): 3 clusters
  Score: Raw -17010911.696715 + Penalty 5687.594012 = -17005224.102703
  nChanged 1036
		SP:Iteration 17Q (54318.920000 sec): 3 clusters
  Score: Raw -17011599.011064 + Penalty 5687.594012 = -17005911.417052
  nChanged 750
		SP:Iteration 18Q (54319.750000 sec): 3 clusters
  Score: Raw -17012030.586813 + Penalty 5687.594012 = -17006342.992801
  nChanged 597
		SP:Iteration 19Q (54320.600000 sec): 3 clusters
  Score: Raw -17012364.927041 + Penalty 5687.594012 = -17006677.333029
  nChanged 507
		SP:Iteration 20F (54321.670000 sec): 3 clusters
  Score: Raw -17012647.563751 + Penalty 5687.594012 = -17006959.969739
  nChanged 446
		SP:Iteration 21Q (54322.590000 sec): 3 clusters
  Score: Raw -17012876.851901 + Penalty 5687.594012 = -17007189.257889
  nChanged 363
		SP:Iteration 22Q (54323.520000 sec): 3 clusters
  Score: Raw -17013041.618008 + Penalty 5687.594012 = -17007354.023997
  nChanged 290
		SP:Iteration 23Q (54324.410000 sec): 3 clusters
  Score: Raw -17013167.000680 + Penalty 5687.594012 = -17007479.406668
  nChanged 233
		SP:Iteration 24Q (54325.190000 sec): 3 clusters
  Score: Raw -17013266.757627 + Penalty 5687.594012 = -17007579.163616
  nChanged 211
		SP:Iteration 25Q (54326.020000 sec): 3 clusters
  Score: Raw -17013358.495775 + Penalty 5687.594012 = -17007670.901763
  nChanged 187
		SP:Iteration 26Q (54326.860000 sec): 3 clusters
  Score: Raw -17013447.107327 + Penalty 5687.594012 = -17007759.513315
  nChanged 179
		SP:Iteration 27Q (54327.750000 sec): 3 clusters
  Score: Raw -17013527.405928 + Penalty 5687.594012 = -17007839.811916
  nChanged 147
		SP:Iteration 28Q (54328.600000 sec): 3 clusters
  Score: Raw -17013592.240879 + Penalty 5687.594012 = -17007904.646867
  nChanged 134
		SP:Iteration 29Q (54329.500000 sec): 3 clusters
  Score: Raw -17013645.312205 + Penalty 5687.594012 = -17007957.718194
  nChanged 107
		SP:Iteration 30Q (54330.280000 sec): 3 clusters
  Score: Raw -17013691.797052 + Penalty 5687.594012 = -17008004.203041
  nChanged 99
		SP:Iteration 31Q (54331.090000 sec): 3 clusters
  Score: Raw -17013736.596588 + Penalty 5687.594012 = -17008049.002576
  nChanged 102
		SP:Iteration 32Q (54331.980000 sec): 3 clusters
  Score: Raw -17013777.798684 + Penalty 5687.594012 = -17008090.204673
  nChanged 86
		SP:Iteration 33Q (54332.860000 sec): 3 clusters
  Score: Raw -17013818.649025 + Penalty 5687.594012 = -17008131.055013
  nChanged 83
		SP:Iteration 34Q (54333.750000 sec): 3 clusters
  Score: Raw -17013861.984290 + Penalty 5687.594012 = -17008174.390279
  nChanged 73
		SP:Iteration 35Q (54334.560000 sec): 3 clusters
  Score: Raw -17013898.674382 + Penalty 5687.594012 = -17008211.080370
  nChanged 71
		SP:Iteration 36Q (54335.450000 sec): 3 clusters
  Score: Raw -17013936.951204 + Penalty 5687.594012 = -17008249.357193
  nChanged 57
		SP:Iteration 37Q (54336.260000 sec): 3 clusters
  Score: Raw -17013965.104434 + Penalty 5687.594012 = -17008277.510422
  nChanged 37
		SP:Iteration 38Q (54337.000000 sec): 3 clusters
  Score: Raw -17013981.136622 + Penalty 5687.594012 = -17008293.542610
  nChanged 29
		SP:Iteration 39Q (54337.770000 sec): 3 clusters
  Score: Raw -17013994.216702 + Penalty 5687.594012 = -17008306.622691
  nChanged 20
		SP:Iteration 40F (54338.680000 sec): 3 clusters
  Score: Raw -17014001.372335 + Penalty 5687.594012 = -17008313.778323
  nChanged 16
		SP:Iteration 41Q (54339.450000 sec): 3 clusters
  Score: Raw -17014007.838911 + Penalty 5687.594012 = -17008320.244899
  nChanged 16
		SP:Iteration 42Q (54340.210000 sec): 3 clusters
  Score: Raw -17014015.065790 + Penalty 5687.594012 = -17008327.471778
  nChanged 19
		SP:Iteration 43Q (54340.960000 sec): 3 clusters
  Score: Raw -17014023.996515 + Penalty 5687.594012 = -17008336.402504
  nChanged 17
		SP:Iteration 44Q (54341.760000 sec): 3 clusters
  Score: Raw -17014034.905613 + Penalty 5687.594012 = -17008347.311601
  nChanged 22
		SP:Iteration 45Q (54342.570000 sec): 3 clusters
  Score: Raw -17014045.074837 + Penalty 5687.594012 = -17008357.480825
  nChanged 9
		SP:Iteration 46Q (54343.420000 sec): 3 clusters
  Score: Raw -17014048.871044 + Penalty 5687.594012 = -17008361.277033
  nChanged 7
		SP:Iteration 47Q (54344.270000 sec): 3 clusters
  Score: Raw -17014053.018599 + Penalty 5687.594012 = -17008365.424588
  nChanged 6
		SP:Iteration 48Q (54345.090000 sec): 3 clusters
  Score: Raw -17014056.730620 + Penalty 5687.594012 = -17008369.136608
  nChanged 8
		SP:Iteration 49Q (54345.910000 sec): 3 clusters
  Score: Raw -17014059.551794 + Penalty 5687.594012 = -17008371.957782
  nChanged 3
		SP:Iteration 50Q (54346.720000 sec): 3 clusters
  Score: Raw -17014060.624973 + Penalty 5687.594012 = -17008373.030961
  nChanged 3
		SP:Iteration 51Q (54347.530000 sec): 3 clusters
  Score: Raw -17014061.920798 + Penalty 5687.594012 = -17008374.326787
  nChanged 1
		SP:Iteration 52Q (54348.330000 sec): 3 clusters
  Score: Raw -17014062.196669 + Penalty 5687.594012 = -17008374.602658
  nChanged 0
		SP:Iteration 53F (54349.330000 sec): 3 clusters
  Score: Raw -17014062.196669 + Penalty 5687.594012 = -17008374.602658
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (20126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54349.560000 sec): 2 clusters
  Score: Raw -3463000.649459 + Penalty 2457.622412 = -3460543.027047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54349.970000 sec): 3 clusters
  Score: Raw -3451438.463415 + Penalty 4915.244824 = -3446523.218591
  nChanged 8811
		SP:Iteration 1F (54350.300000 sec): 3 clusters
  Score: Raw -3456551.102749 + Penalty 4915.244824 = -3451635.857925
  nChanged 1519
		SP:Iteration 2F (54350.690000 sec): 3 clusters
  Score: Raw -3457895.193389 + Penalty 4915.244824 = -3452979.948565
  nChanged 1834
		SP:Iteration 3F (54351.040000 sec): 3 clusters
  Score: Raw -3459963.321601 + Penalty 4915.244824 = -3455048.076777
  nChanged 1795
		SP:Iteration 4F (54351.380000 sec): 3 clusters
  Score: Raw -3461816.221874 + Penalty 4915.244824 = -3456900.977050
  nChanged 1424
		SP:Iteration 5F (54351.720000 sec): 3 clusters
  Score: Raw -3462830.960240 + Penalty 4915.244824 = -3457915.715416
  nChanged 935
		SP:Iteration 6Q (54352.070000 sec): 3 clusters
  Score: Raw -3463253.071799 + Penalty 4915.244824 = -3458337.826975
  nChanged 587
		SP:Iteration 7Q (54352.410000 sec): 3 clusters
  Score: Raw -3463441.054847 + Penalty 4915.244824 = -3458525.810023
  nChanged 373
		SP:Iteration 8Q (54352.750000 sec): 3 clusters
  Score: Raw -3463540.680231 + Penalty 4915.244824 = -3458625.435407
  nChanged 258
		SP:Iteration 9Q (54353.100000 sec): 3 clusters
  Score: Raw -3463604.130500 + Penalty 4915.244824 = -3458688.885676
  nChanged 221
		SP:Iteration 10Q (54353.410000 sec): 3 clusters
  Score: Raw -3463656.275963 + Penalty 4915.244824 = -3458741.031139
  nChanged 199
		SP:Iteration 11Q (54353.770000 sec): 3 clusters
  Score: Raw -3463702.559507 + Penalty 4915.244824 = -3458787.314683
  nChanged 176
		SP:Iteration 12Q (54354.110000 sec): 3 clusters
  Score: Raw -3463741.630341 + Penalty 4915.244824 = -3458826.385517
  nChanged 149
		SP:Iteration 13Q (54354.490000 sec): 3 clusters
  Score: Raw -3463769.955380 + Penalty 4915.244824 = -3458854.710556
  nChanged 115
		SP:Iteration 14Q (54354.760000 sec): 3 clusters
  Score: Raw -3463791.802966 + Penalty 4915.244824 = -3458876.558142
  nChanged 105
		SP:Iteration 15Q (54355.170000 sec): 3 clusters
  Score: Raw -3463809.734140 + Penalty 4915.244824 = -3458894.489315
  nChanged 101
		SP:Iteration 16Q (54355.480000 sec): 3 clusters
  Score: Raw -3463824.901481 + Penalty 4915.244824 = -3458909.656657
  nChanged 81
		SP:Iteration 17Q (54355.810000 sec): 3 clusters
  Score: Raw -3463838.004386 + Penalty 4915.244824 = -3458922.759562
  nChanged 95
		SP:Iteration 18Q (54356.190000 sec): 3 clusters
  Score: Raw -3463852.619032 + Penalty 4915.244824 = -3458937.374208
  nChanged 83
		SP:Iteration 19Q (54356.570000 sec): 3 clusters
  Score: Raw -3463863.004040 + Penalty 4915.244824 = -3458947.759216
  nChanged 64
		SP:Iteration 20F (54356.850000 sec): 3 clusters
  Score: Raw -3463869.195037 + Penalty 4915.244824 = -3458953.950213
  nChanged 51
		SP:Iteration 21Q (54357.240000 sec): 3 clusters
  Score: Raw -3463874.975674 + Penalty 4915.244824 = -3458959.730850
  nChanged 58
		SP:Iteration 22Q (54357.570000 sec): 3 clusters
  Score: Raw -3463882.072896 + Penalty 4915.244824 = -3458966.828072
  nChanged 59
		SP:Iteration 23Q (54357.900000 sec): 3 clusters
  Score: Raw -3463888.414532 + Penalty 4915.244824 = -3458973.169708
  nChanged 54
		SP:Iteration 24Q (54358.170000 sec): 3 clusters
  Score: Raw -3463894.208542 + Penalty 4915.244824 = -3458978.963718
  nChanged 52
		SP:Iteration 25Q (54358.530000 sec): 3 clusters
  Score: Raw -3463900.189676 + Penalty 4915.244824 = -3458984.944852
  nChanged 60
		SP:Iteration 26Q (54358.920000 sec): 3 clusters
  Score: Raw -3463906.918665 + Penalty 4915.244824 = -3458991.673841
  nChanged 58
		SP:Iteration 27Q (54359.260000 sec): 3 clusters
  Score: Raw -3463913.537667 + Penalty 4915.244824 = -3458998.292843
  nChanged 59
		SP:Iteration 28Q (54359.590000 sec): 3 clusters
  Score: Raw -3463919.785815 + Penalty 4915.244824 = -3459004.540991
  nChanged 41
		SP:Iteration 29Q (54359.930000 sec): 3 clusters
  Score: Raw -3463924.230020 + Penalty 4915.244824 = -3459008.985196
  nChanged 39
		SP:Iteration 30Q (54360.270000 sec): 3 clusters
  Score: Raw -3463928.427862 + Penalty 4915.244824 = -3459013.183038
  nChanged 45
		SP:Iteration 31Q (54360.620000 sec): 3 clusters
  Score: Raw -3463934.244119 + Penalty 4915.244824 = -3459018.999295
  nChanged 59
		SP:Iteration 32Q (54360.960000 sec): 3 clusters
  Score: Raw -3463941.584568 + Penalty 4915.244824 = -3459026.339744
  nChanged 60
		SP:Iteration 33Q (54361.240000 sec): 3 clusters
  Score: Raw -3463948.574097 + Penalty 4915.244824 = -3459033.329273
  nChanged 46
		SP:Iteration 34Q (54361.640000 sec): 3 clusters
  Score: Raw -3463953.451378 + Penalty 4915.244824 = -3459038.206553
  nChanged 52
		SP:Iteration 35Q (54361.980000 sec): 3 clusters
  Score: Raw -3463958.613171 + Penalty 4915.244824 = -3459043.368346
  nChanged 46
		SP:Iteration 36Q (54362.290000 sec): 3 clusters
  Score: Raw -3463962.933084 + Penalty 4915.244824 = -3459047.688260
  nChanged 38
		SP:Iteration 37Q (54362.630000 sec): 3 clusters
  Score: Raw -3463966.551132 + Penalty 4915.244824 = -3459051.306308
  nChanged 44
		SP:Iteration 38Q (54362.960000 sec): 3 clusters
  Score: Raw -3463971.131479 + Penalty 4915.244824 = -3459055.886655
  nChanged 52
		SP:Iteration 39Q (54363.300000 sec): 3 clusters
  Score: Raw -3463977.310297 + Penalty 4915.244824 = -3459062.065473
  nChanged 58
		SP:Iteration 40F (54363.660000 sec): 3 clusters
  Score: Raw -3463983.774558 + Penalty 4915.244824 = -3459068.529733
  nChanged 57
		SP:Iteration 41Q (54363.980000 sec): 3 clusters
  Score: Raw -3463990.277142 + Penalty 4915.244824 = -3459075.032318
  nChanged 56
		SP:Iteration 42Q (54364.380000 sec): 3 clusters
  Score: Raw -3463996.745434 + Penalty 4915.244824 = -3459081.500610
  nChanged 63
		SP:Iteration 43Q (54364.640000 sec): 3 clusters
  Score: Raw -3464004.541818 + Penalty 4915.244824 = -3459089.296994
  nChanged 70
		SP:Iteration 44Q (54365.060000 sec): 3 clusters
  Score: Raw -3464014.024545 + Penalty 4915.244824 = -3459098.779721
  nChanged 90
		SP:Iteration 45Q (54365.400000 sec): 3 clusters
  Score: Raw -3464027.209592 + Penalty 4915.244824 = -3459111.964768
  nChanged 87
		SP:Iteration 46Q (54365.700000 sec): 3 clusters
  Score: Raw -3464039.562154 + Penalty 4915.244824 = -3459124.317330
  nChanged 99
		SP:Iteration 47Q (54366.050000 sec): 3 clusters
  Score: Raw -3464054.703175 + Penalty 4915.244824 = -3459139.458351
  nChanged 125
		SP:Iteration 48Q (54366.390000 sec): 3 clusters
  Score: Raw -3464073.493074 + Penalty 4915.244824 = -3459158.248250
  nChanged 103
		SP:Iteration 49Q (54366.730000 sec): 3 clusters
  Score: Raw -3464087.664291 + Penalty 4915.244824 = -3459172.419467
  nChanged 93
		SP:Iteration 50Q (54367.080000 sec): 3 clusters
  Score: Raw -3464101.243602 + Penalty 4915.244824 = -3459185.998778
  nChanged 92
		SP:Iteration 51Q (54367.330000 sec): 3 clusters
  Score: Raw -3464114.755986 + Penalty 4915.244824 = -3459199.511162
  nChanged 97
		SP:Iteration 52Q (54367.630000 sec): 3 clusters
  Score: Raw -3464129.976906 + Penalty 4915.244824 = -3459214.732082
  nChanged 106
		SP:Iteration 53Q (54367.900000 sec): 3 clusters
  Score: Raw -3464147.112999 + Penalty 4915.244824 = -3459231.868175
  nChanged 115
		SP:Iteration 54Q (54368.280000 sec): 3 clusters
  Score: Raw -3464164.441414 + Penalty 4915.244824 = -3459249.196590
  nChanged 117
		SP:Iteration 55Q (54368.610000 sec): 3 clusters
  Score: Raw -3464181.242708 + Penalty 4915.244824 = -3459265.997884
  nChanged 126
		SP:Iteration 56Q (54368.950000 sec): 3 clusters
  Score: Raw -3464200.175113 + Penalty 4915.244824 = -3459284.930289
  nChanged 122
		SP:Iteration 57Q (54369.290000 sec): 3 clusters
  Score: Raw -3464218.920296 + Penalty 4915.244824 = -3459303.675472
  nChanged 127
		SP:Iteration 58Q (54369.630000 sec): 3 clusters
  Score: Raw -3464241.024324 + Penalty 4915.244824 = -3459325.779500
  nChanged 161
		SP:Iteration 59Q (54369.970000 sec): 3 clusters
  Score: Raw -3464274.328066 + Penalty 4915.244824 = -3459359.083242
  nChanged 184
		SP:Iteration 60F (54370.300000 sec): 3 clusters
  Score: Raw -3464312.744931 + Penalty 4915.244824 = -3459397.500107
  nChanged 186
		SP:Iteration 61Q (54370.680000 sec): 3 clusters
  Score: Raw -3464348.028582 + Penalty 4915.244824 = -3459432.783758
  nChanged 168
		SP:Iteration 62Q (54371.000000 sec): 3 clusters
  Score: Raw -3464379.519683 + Penalty 4915.244824 = -3459464.274859
  nChanged 155
		SP:Iteration 63Q (54371.350000 sec): 3 clusters
  Score: Raw -3464408.670085 + Penalty 4915.244824 = -3459493.425261
  nChanged 172
		SP:Iteration 64Q (54371.730000 sec): 3 clusters
  Score: Raw -3464440.521337 + Penalty 4915.244824 = -3459525.276513
  nChanged 177
		SP:Iteration 65Q (54372.080000 sec): 3 clusters
  Score: Raw -3464473.548939 + Penalty 4915.244824 = -3459558.304115
  nChanged 177
		SP:Iteration 66Q (54372.420000 sec): 3 clusters
  Score: Raw -3464508.292013 + Penalty 4915.244824 = -3459593.047189
  nChanged 176
		SP:Iteration 67Q (54372.700000 sec): 3 clusters
  Score: Raw -3464542.867007 + Penalty 4915.244824 = -3459627.622183
  nChanged 190
		SP:Iteration 68Q (54373.070000 sec): 3 clusters
  Score: Raw -3464581.334915 + Penalty 4915.244824 = -3459666.090091
  nChanged 190
		SP:Iteration 69Q (54373.450000 sec): 3 clusters
  Score: Raw -3464620.409900 + Penalty 4915.244824 = -3459705.165076
  nChanged 181
		SP:Iteration 70Q (54373.790000 sec): 3 clusters
  Score: Raw -3464657.444784 + Penalty 4915.244824 = -3459742.199960
  nChanged 169
		SP:Iteration 71Q (54374.180000 sec): 3 clusters
  Score: Raw -3464691.448566 + Penalty 4915.244824 = -3459776.203742
  nChanged 156
		SP:Iteration 72Q (54374.520000 sec): 3 clusters
  Score: Raw -3464719.167692 + Penalty 4915.244824 = -3459803.922868
  nChanged 147
		SP:Iteration 73Q (54374.840000 sec): 3 clusters
  Score: Raw -3464745.970155 + Penalty 4915.244824 = -3459830.725331
  nChanged 135
		SP:Iteration 74Q (54375.160000 sec): 3 clusters
  Score: Raw -3464769.093201 + Penalty 4915.244824 = -3459853.848377
  nChanged 124
		SP:Iteration 75Q (54375.480000 sec): 3 clusters
  Score: Raw -3464788.441922 + Penalty 4915.244824 = -3459873.197098
  nChanged 105
		SP:Iteration 76Q (54375.830000 sec): 3 clusters
  Score: Raw -3464803.791547 + Penalty 4915.244824 = -3459888.546723
  nChanged 87
		SP:Iteration 77Q (54376.170000 sec): 3 clusters
  Score: Raw -3464815.586255 + Penalty 4915.244824 = -3459900.341431
  nChanged 74
		SP:Iteration 78Q (54376.520000 sec): 3 clusters
  Score: Raw -3464824.880922 + Penalty 4915.244824 = -3459909.636098
  nChanged 70
		SP:Iteration 79Q (54376.860000 sec): 3 clusters
  Score: Raw -3464833.470965 + Penalty 4915.244824 = -3459918.226141
  nChanged 67
		SP:Iteration 80F (54377.200000 sec): 3 clusters
  Score: Raw -3464840.791067 + Penalty 4915.244824 = -3459925.546243
  nChanged 59
		SP:Iteration 81Q (54377.540000 sec): 3 clusters
  Score: Raw -3464847.518792 + Penalty 4915.244824 = -3459932.273968
  nChanged 63
		SP:Iteration 82Q (54377.880000 sec): 3 clusters
  Score: Raw -3464854.618812 + Penalty 4915.244824 = -3459939.373988
  nChanged 62
		SP:Iteration 83Q (54378.160000 sec): 3 clusters
  Score: Raw -3464861.236674 + Penalty 4915.244824 = -3459945.991850
  nChanged 59
		SP:Iteration 84Q (54378.450000 sec): 3 clusters
  Score: Raw -3464867.591949 + Penalty 4915.244824 = -3459952.347125
  nChanged 58
		SP:Iteration 85Q (54378.780000 sec): 3 clusters
  Score: Raw -3464874.699969 + Penalty 4915.244824 = -3459959.455145
  nChanged 57
		SP:Iteration 86Q (54379.060000 sec): 3 clusters
  Score: Raw -3464881.960514 + Penalty 4915.244824 = -3459966.715690
  nChanged 46
		SP:Iteration 87Q (54379.350000 sec): 3 clusters
  Score: Raw -3464886.946411 + Penalty 4915.244824 = -3459971.701587
  nChanged 46
		SP:Iteration 88Q (54379.710000 sec): 3 clusters
  Score: Raw -3464892.345317 + Penalty 4915.244824 = -3459977.100493
  nChanged 53
		SP:Iteration 89Q (54380.060000 sec): 3 clusters
  Score: Raw -3464898.070895 + Penalty 4915.244824 = -3459982.826070
  nChanged 47
		SP:Iteration 90Q (54380.350000 sec): 3 clusters
  Score: Raw -3464902.926270 + Penalty 4915.244824 = -3459987.681446
  nChanged 39
		SP:Iteration 91Q (54380.690000 sec): 3 clusters
  Score: Raw -3464906.571294 + Penalty 4915.244824 = -3459991.326470
  nChanged 31
		SP:Iteration 92Q (54380.940000 sec): 3 clusters
  Score: Raw -3464909.924118 + Penalty 4915.244824 = -3459994.679294
  nChanged 38
		SP:Iteration 93Q (54381.240000 sec): 3 clusters
  Score: Raw -3464913.519024 + Penalty 4915.244824 = -3459998.274200
  nChanged 34
		SP:Iteration 94Q (54381.580000 sec): 3 clusters
  Score: Raw -3464917.273000 + Penalty 4915.244824 = -3460002.028176
  nChanged 30
		SP:Iteration 95Q (54381.920000 sec): 3 clusters
  Score: Raw -3464920.498003 + Penalty 4915.244824 = -3460005.253178
  nChanged 20
		SP:Iteration 96Q (54382.260000 sec): 3 clusters
  Score: Raw -3464922.088584 + Penalty 4915.244824 = -3460006.843760
  nChanged 16
		SP:Iteration 97Q (54382.640000 sec): 3 clusters
  Score: Raw -3464923.883391 + Penalty 4915.244824 = -3460008.638567
  nChanged 22
		SP:Iteration 98Q (54383.030000 sec): 3 clusters
  Score: Raw -3464926.396703 + Penalty 4915.244824 = -3460011.151879
  nChanged 29
		SP:Iteration 99Q (54383.370000 sec): 3 clusters
  Score: Raw -3464929.754490 + Penalty 4915.244824 = -3460014.509666
  nChanged 27
		SP:Iteration 100F (54383.690000 sec): 3 clusters
  Score: Raw -3464932.868697 + Penalty 4915.244824 = -3460017.623873
  nChanged 28
		SP:Iteration 101Q (54384.000000 sec): 3 clusters
  Score: Raw -3464935.908858 + Penalty 4915.244824 = -3460020.664034
  nChanged 24
		SP:Iteration 102Q (54384.340000 sec): 3 clusters
  Score: Raw -3464938.319870 + Penalty 4915.244824 = -3460023.075046
  nChanged 17
		SP:Iteration 103Q (54384.680000 sec): 3 clusters
  Score: Raw -3464940.135772 + Penalty 4915.244824 = -3460024.890948
  nChanged 14
		SP:Iteration 104Q (54385.020000 sec): 3 clusters
  Score: Raw -3464941.369264 + Penalty 4915.244824 = -3460026.124440
  nChanged 11
		SP:Iteration 105Q (54385.370000 sec): 3 clusters
  Score: Raw -3464942.203959 + Penalty 4915.244824 = -3460026.959135
  nChanged 10
		SP:Iteration 106Q (54385.710000 sec): 3 clusters
  Score: Raw -3464942.982747 + Penalty 4915.244824 = -3460027.737923
  nChanged 9
		SP:Iteration 107Q (54386.060000 sec): 3 clusters
  Score: Raw -3464943.627984 + Penalty 4915.244824 = -3460028.383160
  nChanged 7
		SP:Iteration 108Q (54386.400000 sec): 3 clusters
  Score: Raw -3464944.157923 + Penalty 4915.244824 = -3460028.913099
  nChanged 5
		SP:Iteration 109Q (54386.740000 sec): 3 clusters
  Score: Raw -3464944.472951 + Penalty 4915.244824 = -3460029.228127
  nChanged 6
		SP:Iteration 110Q (54387.060000 sec): 3 clusters
  Score: Raw -3464944.929801 + Penalty 4915.244824 = -3460029.684977
  nChanged 3
		SP:Iteration 111Q (54387.340000 sec): 3 clusters
  Score: Raw -3464945.211419 + Penalty 4915.244824 = -3460029.966595
  nChanged 3
		SP:Iteration 112Q (54387.580000 sec): 3 clusters
  Score: Raw -3464945.337994 + Penalty 4915.244824 = -3460030.093170
  nChanged 1
		SP:Iteration 113Q (54387.910000 sec): 3 clusters
  Score: Raw -3464945.390674 + Penalty 4915.244824 = -3460030.145850
  nChanged 1
		SP:Iteration 114Q (54388.260000 sec): 3 clusters
  Score: Raw -3464945.447715 + Penalty 4915.244824 = -3460030.202891
  nChanged 1
		SP:Iteration 115Q (54388.600000 sec): 3 clusters
  Score: Raw -3464945.507119 + Penalty 4915.244824 = -3460030.262295
  nChanged 0
		SP:Iteration 116F (54388.940000 sec): 3 clusters
  Score: Raw -3464945.507119 + Penalty 4915.244824 = -3460030.262295
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 10 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54389.040000 sec): 2 clusters
  Score: Raw -71945.495482 + Penalty 1533.668925 = -70411.826557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54389.210000 sec): 3 clusters
  Score: Raw -71996.059485 + Penalty 3067.337850 = -68928.721635
  nChanged 101
		SP:Iteration 1F (54389.390000 sec): 3 clusters
  Score: Raw -72206.352315 + Penalty 3067.337850 = -69139.014465
  nChanged 25
		SP:Iteration 2F (54389.560000 sec): 3 clusters
  Score: Raw -72259.388896 + Penalty 3067.337850 = -69192.051046
  nChanged 11
		SP:Iteration 3Q (54389.740000 sec): 3 clusters
  Score: Raw -72281.675806 + Penalty 3067.337850 = -69214.337956
  nChanged 3
		SP:Iteration 4Q (54389.910000 sec): 3 clusters
  Score: Raw -72291.371815 + Penalty 3067.337850 = -69224.033965
  nChanged 3
		SP:Iteration 5Q (54390.090000 sec): 3 clusters
  Score: Raw -72299.766355 + Penalty 3067.337850 = -69232.428505
  nChanged 2
		SP:Iteration 6Q (54390.260000 sec): 3 clusters
  Score: Raw -72311.335561 + Penalty 3067.337850 = -69243.997711
  nChanged 5
		SP:Iteration 7Q (54390.440000 sec): 3 clusters
  Score: Raw -72318.162668 + Penalty 3067.337850 = -69250.824818
  nChanged 2
		SP:Iteration 8Q (54390.620000 sec): 3 clusters
  Score: Raw -72320.439648 + Penalty 3067.337850 = -69253.101798
  nChanged 0
		SP:Iteration 9F (54390.790000 sec): 3 clusters
  Score: Raw -72320.439648 + Penalty 3067.337850 = -69253.101798
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54390.880000 sec): 2 clusters
  Score: Raw -76738.142255 + Penalty 1533.668925 = -75204.473330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54391.060000 sec): 3 clusters
  Score: Raw -76867.248667 + Penalty 3067.337850 = -73799.910818
  nChanged 101
		SP:Iteration 1F (54391.230000 sec): 3 clusters
  Score: Raw -77094.218294 + Penalty 3067.337850 = -74026.880444
  nChanged 28
		SP:Iteration 2F (54391.410000 sec): 3 clusters
  Score: Raw -77188.597476 + Penalty 3067.337850 = -74121.259626
  nChanged 19
		SP:Iteration 3Q (54391.590000 sec): 3 clusters
  Score: Raw -77240.124533 + Penalty 3067.337850 = -74172.786683
  nChanged 9
		SP:Iteration 4Q (54391.760000 sec): 3 clusters
  Score: Raw -77264.114282 + Penalty 3067.337850 = -74196.776432
  nChanged 7
		SP:Iteration 5Q (54391.940000 sec): 3 clusters
  Score: Raw -77290.397946 + Penalty 3067.337850 = -74223.060096
  nChanged 5
		SP:Iteration 6Q (54392.110000 sec): 3 clusters
  Score: Raw -77306.677195 + Penalty 3067.337850 = -74239.339345
  nChanged 3
		SP:Iteration 7Q (54392.290000 sec): 3 clusters
  Score: Raw -77311.413717 + Penalty 3067.337850 = -74244.075867
  nChanged 0
		SP:Iteration 8F (54392.470000 sec): 3 clusters
  Score: Raw -77311.413717 + Penalty 3067.337850 = -74244.075867
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 12 (910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54392.550000 sec): 2 clusters
  Score: Raw -153641.724991 + Penalty 1689.734261 = -151951.990730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54392.730000 sec): 3 clusters
  Score: Raw -153439.383773 + Penalty 3379.468521 = -150059.915252
  nChanged 222
		SP:Iteration 1F (54392.910000 sec): 3 clusters
  Score: Raw -153692.185509 + Penalty 3379.468521 = -150312.716988
  nChanged 65
		SP:Iteration 2F (54393.080000 sec): 3 clusters
  Score: Raw -153815.434715 + Penalty 3379.468521 = -150435.966194
  nChanged 49
		SP:Iteration 3F (54393.260000 sec): 3 clusters
  Score: Raw -153910.000796 + Penalty 3379.468521 = -150530.532274
  nChanged 39
		SP:Iteration 4Q (54393.430000 sec): 3 clusters
  Score: Raw -153987.617846 + Penalty 3379.468521 = -150608.149325
  nChanged 30
		SP:Iteration 5Q (54393.610000 sec): 3 clusters
  Score: Raw -154058.032760 + Penalty 3379.468521 = -150678.564238
  nChanged 21
		SP:Iteration 6Q (54393.790000 sec): 3 clusters
  Score: Raw -154106.406512 + Penalty 3379.468521 = -150726.937991
  nChanged 24
		SP:Iteration 7Q (54393.960000 sec): 3 clusters
  Score: Raw -154168.245654 + Penalty 3379.468521 = -150788.777132
  nChanged 19
		SP:Iteration 8Q (54394.140000 sec): 3 clusters
  Score: Raw -154211.174153 + Penalty 3379.468521 = -150831.705632
  nChanged 18
		SP:Iteration 9Q (54394.310000 sec): 3 clusters
  Score: Raw -154250.795518 + Penalty 3379.468521 = -150871.326997
  nChanged 14
		SP:Iteration 10Q (54394.490000 sec): 3 clusters
  Score: Raw -154297.229401 + Penalty 3379.468521 = -150917.760880
  nChanged 20
		SP:Iteration 11Q (54394.660000 sec): 3 clusters
  Score: Raw -154354.695990 + Penalty 3379.468521 = -150975.227468
  nChanged 16
		SP:Iteration 12Q (54394.840000 sec): 3 clusters
  Score: Raw -154397.946628 + Penalty 3379.468521 = -151018.478106
  nChanged 13
		SP:Iteration 13Q (54395.010000 sec): 3 clusters
  Score: Raw -154424.775845 + Penalty 3379.468521 = -151045.307323
  nChanged 7
		SP:Iteration 14Q (54395.190000 sec): 3 clusters
  Score: Raw -154448.676311 + Penalty 3379.468521 = -151069.207790
  nChanged 10
		SP:Iteration 15Q (54395.370000 sec): 3 clusters
  Score: Raw -154482.507049 + Penalty 3379.468521 = -151103.038528
  nChanged 11
		SP:Iteration 16Q (54395.540000 sec): 3 clusters
  Score: Raw -154518.205375 + Penalty 3379.468521 = -151138.736853
  nChanged 12
		SP:Iteration 17Q (54395.720000 sec): 3 clusters
  Score: Raw -154576.338110 + Penalty 3379.468521 = -151196.869589
  nChanged 13
		SP:Iteration 18Q (54395.890000 sec): 3 clusters
  Score: Raw -154618.777905 + Penalty 3379.468521 = -151239.309384
  nChanged 13
		SP:Iteration 19Q (54396.070000 sec): 3 clusters
  Score: Raw -154645.855534 + Penalty 3379.468521 = -151266.387012
  nChanged 13
		SP:Iteration 20F (54396.250000 sec): 3 clusters
  Score: Raw -154675.355611 + Penalty 3379.468521 = -151295.887089
  nChanged 11
		SP:Iteration 21Q (54396.420000 sec): 3 clusters
  Score: Raw -154698.300961 + Penalty 3379.468521 = -151318.832440
  nChanged 6
		SP:Iteration 22Q (54396.600000 sec): 3 clusters
  Score: Raw -154707.267164 + Penalty 3379.468521 = -151327.798642
  nChanged 2
		SP:Iteration 23Q (54396.770000 sec): 3 clusters
  Score: Raw -154711.719017 + Penalty 3379.468521 = -151332.250495
  nChanged 2
		SP:Iteration 24Q (54396.950000 sec): 3 clusters
  Score: Raw -154715.413496 + Penalty 3379.468521 = -151335.944975
  nChanged 0
		SP:Iteration 25F (54397.130000 sec): 3 clusters
  Score: Raw -154715.413496 + Penalty 3379.468521 = -151335.944975
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 13 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54397.210000 sec): 2 clusters
  Score: Raw -90803.672999 + Penalty 1570.653348 = -89233.019652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54397.390000 sec): 3 clusters
  Score: Raw -90806.862969 + Penalty 3141.306696 = -87665.556274
  nChanged 104
		SP:Iteration 1F (54397.570000 sec): 3 clusters
  Score: Raw -91015.145252 + Penalty 3141.306696 = -87873.838556
  nChanged 33
		SP:Iteration 2F (54397.740000 sec): 3 clusters
  Score: Raw -91085.747665 + Penalty 3141.306696 = -87944.440970
  nChanged 10
		SP:Iteration 3Q (54397.920000 sec): 3 clusters
  Score: Raw -91105.796216 + Penalty 3141.306696 = -87964.489520
  nChanged 5
		SP:Iteration 4Q (54398.090000 sec): 3 clusters
  Score: Raw -91129.118398 + Penalty 3141.306696 = -87987.811702
  nChanged 8
		SP:Iteration 5Q (54398.260000 sec): 3 clusters
  Score: Raw -91143.134595 + Penalty 3141.306696 = -88001.827899
  nChanged 4
		SP:Iteration 6Q (54398.440000 sec): 3 clusters
  Score: Raw -91151.809594 + Penalty 3141.306696 = -88010.502898
  nChanged 2
		SP:Iteration 7Q (54398.610000 sec): 3 clusters
  Score: Raw -91155.392174 + Penalty 3141.306696 = -88014.085478
  nChanged 0
		SP:Iteration 8F (54398.790000 sec): 3 clusters
  Score: Raw -91155.392174 + Penalty 3141.306696 = -88014.085478
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54398.880000 sec): 2 clusters
  Score: Raw -15906.793680 + Penalty 1174.577215 = -14732.216465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54399.050000 sec): 3 clusters
  Score: Raw -16222.647554 + Penalty 2349.154430 = -13873.493124
  nChanged 2
		SP:Iteration 1Q (54399.230000 sec): 3 clusters
  Score: Raw -16242.121666 + Penalty 2349.154430 = -13892.967235
  nChanged 1
		SP:Iteration 2Q (54399.410000 sec): 3 clusters
  Score: Raw -16248.197722 + Penalty 2349.154430 = -13899.043292
  nChanged 0
		SP:Iteration 3F (54399.580000 sec): 3 clusters
  Score: Raw -16248.197722 + Penalty 2349.154430 = -13899.043292
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54399.670000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54399.850000 sec): 3 clusters
  Score: Raw -88258.773157 + Penalty 3127.006606 = -85131.766551
  nChanged 110
		SP:Iteration 1F (54400.020000 sec): 3 clusters
  Score: Raw -88582.951201 + Penalty 3127.006606 = -85455.944595
  nChanged 38
		SP:Iteration 2F (54400.200000 sec): 3 clusters
  Score: Raw -88679.491693 + Penalty 3127.006606 = -85552.485087
  nChanged 30
		SP:Iteration 3F (54400.370000 sec): 3 clusters
  Score: Raw -88766.133467 + Penalty 3127.006606 = -85639.126861
  nChanged 18
		SP:Iteration 4Q (54400.550000 sec): 3 clusters
  Score: Raw -88819.859802 + Penalty 3127.006606 = -85692.853196
  nChanged 14
		SP:Iteration 5Q (54400.720000 sec): 3 clusters
  Score: Raw -88855.752879 + Penalty 3127.006606 = -85728.746273
  nChanged 6
		SP:Iteration 6Q (54400.900000 sec): 3 clusters
  Score: Raw -88869.167185 + Penalty 3127.006606 = -85742.160579
  nChanged 6
		SP:Iteration 7Q (54401.070000 sec): 3 clusters
  Score: Raw -88882.919175 + Penalty 3127.006606 = -85755.912569
  nChanged 9
		SP:Iteration 8Q (54401.250000 sec): 3 clusters
  Score: Raw -88905.946044 + Penalty 3127.006606 = -85778.939438
  nChanged 8
		SP:Iteration 9Q (54401.430000 sec): 3 clusters
  Score: Raw -88939.903179 + Penalty 3127.006606 = -85812.896573
  nChanged 7
		SP:Iteration 10Q (54401.600000 sec): 3 clusters
  Score: Raw -89004.717690 + Penalty 3127.006606 = -85877.711084
  nChanged 6
		SP:Iteration 11Q (54401.780000 sec): 3 clusters
  Score: Raw -89152.958448 + Penalty 3127.006606 = -86025.951842
  nChanged 9
		SP:Iteration 12Q (54401.950000 sec): 3 clusters
  Score: Raw -89472.507052 + Penalty 3127.006606 = -86345.500446
  nChanged 22
		SP:Iteration 13Q (54402.130000 sec): 3 clusters
  Score: Raw -89537.267775 + Penalty 3127.006606 = -86410.261169
  nChanged 14
		SP:Iteration 14Q (54402.310000 sec): 3 clusters
  Score: Raw -89574.011722 + Penalty 3127.006606 = -86447.005116
  nChanged 4
		SP:Iteration 15Q (54402.480000 sec): 3 clusters
  Score: Raw -89588.125288 + Penalty 3127.006606 = -86461.118682
  nChanged 6
		SP:Iteration 16Q (54402.660000 sec): 3 clusters
  Score: Raw -89622.819451 + Penalty 3127.006606 = -86495.812845
  nChanged 3
		SP:Iteration 17Q (54402.830000 sec): 3 clusters
  Score: Raw -89630.785260 + Penalty 3127.006606 = -86503.778654
  nChanged 4
		SP:Iteration 18Q (54403.010000 sec): 3 clusters
  Score: Raw -89645.180510 + Penalty 3127.006606 = -86518.173904
  nChanged 4
		SP:Iteration 19Q (54403.190000 sec): 3 clusters
  Score: Raw -89666.965341 + Penalty 3127.006606 = -86539.958735
  nChanged 4
		SP:Iteration 20F (54403.360000 sec): 3 clusters
  Score: Raw -89677.103150 + Penalty 3127.006606 = -86550.096544
  nChanged 1
		SP:Iteration 21Q (54403.540000 sec): 3 clusters
  Score: Raw -89681.408647 + Penalty 3127.006606 = -86554.402041
  nChanged 1
		SP:Iteration 22Q (54403.710000 sec): 3 clusters
  Score: Raw -89683.950585 + Penalty 3127.006606 = -86556.943979
  nChanged 0
		SP:Iteration 23F (54403.890000 sec): 3 clusters
  Score: Raw -89683.950585 + Penalty 3127.006606 = -86556.943979
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54403.980000 sec): 2 clusters
  Score: Raw -52299.371293 + Penalty 1431.317399 = -50868.053894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54404.150000 sec): 3 clusters
  Score: Raw -52425.477654 + Penalty 2862.634797 = -49562.842857
  nChanged 48
		SP:Iteration 1F (54404.330000 sec): 3 clusters
  Score: Raw -52602.989020 + Penalty 2862.634797 = -49740.354223
  nChanged 14
		SP:Iteration 2Q (54404.430000 sec): 3 clusters
  Score: Raw -52778.017782 + Penalty 2862.634797 = -49915.382985
  nChanged 10
		SP:Iteration 3Q (54404.430000 sec): 3 clusters
  Score: Raw -53133.277825 + Penalty 2862.634797 = -50270.643028
  nChanged 23
		SP:Iteration 4F (54404.450000 sec): 3 clusters
  Score: Raw -53230.907555 + Penalty 2862.634797 = -50368.272758
  nChanged 6
		SP:Iteration 5Q (54404.450000 sec): 3 clusters
  Score: Raw -53253.290624 + Penalty 2862.634797 = -50390.655827
  nChanged 3
		SP:Iteration 6Q (54404.460000 sec): 3 clusters
  Score: Raw -53263.563062 + Penalty 2862.634797 = -50400.928265
  nChanged 1
		SP:Iteration 7Q (54404.470000 sec): 3 clusters
  Score: Raw -53269.016293 + Penalty 2862.634797 = -50406.381496
  nChanged 1
		SP:Iteration 8Q (54404.490000 sec): 3 clusters
  Score: Raw -53273.253196 + Penalty 2862.634797 = -50410.618399
  nChanged 0
		SP:Iteration 9F (54404.500000 sec): 3 clusters
  Score: Raw -53273.253196 + Penalty 2862.634797 = -50410.618399
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 17 (333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54404.530000 sec): 2 clusters
  Score: Raw -41306.447906 + Penalty 1440.419338 = -39866.028569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54404.530000 sec): 3 clusters
  Score: Raw -41427.363741 + Penalty 2880.838675 = -38546.525066
  nChanged 49
		SP:Iteration 1F (54404.550000 sec): 3 clusters
  Score: Raw -41593.029682 + Penalty 2880.838675 = -38712.191007
  nChanged 18
		SP:Iteration 2F (54404.560000 sec): 3 clusters
  Score: Raw -41672.800523 + Penalty 2880.838675 = -38791.961848
  nChanged 11
		SP:Iteration 3Q (54404.570000 sec): 3 clusters
  Score: Raw -41762.353918 + Penalty 2880.838675 = -38881.515243
  nChanged 9
		SP:Iteration 4Q (54404.580000 sec): 3 clusters
  Score: Raw -41799.313014 + Penalty 2880.838675 = -38918.474339
  nChanged 7
		SP:Iteration 5Q (54404.590000 sec): 3 clusters
  Score: Raw -41824.619349 + Penalty 2880.838675 = -38943.780674
  nChanged 8
		SP:Iteration 6Q (54404.610000 sec): 3 clusters
  Score: Raw -41860.935928 + Penalty 2880.838675 = -38980.097253
  nChanged 2
		SP:Iteration 7Q (54404.620000 sec): 3 clusters
  Score: Raw -41883.246043 + Penalty 2880.838675 = -39002.407368
  nChanged 3
		SP:Iteration 8Q (54404.630000 sec): 3 clusters
  Score: Raw -41891.975188 + Penalty 2880.838675 = -39011.136513
  nChanged 2
		SP:Iteration 9Q (54404.640000 sec): 3 clusters
  Score: Raw -41899.584735 + Penalty 2880.838675 = -39018.746060
  nChanged 1
		SP:Iteration 10Q (54404.650000 sec): 3 clusters
  Score: Raw -41902.297871 + Penalty 2880.838675 = -39021.459196
  nChanged 0
		SP:Iteration 11F (54404.670000 sec): 3 clusters
  Score: Raw -41902.297871 + Penalty 2880.838675 = -39021.459196
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 18 (1569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54404.730000 sec): 2 clusters
  Score: Raw -288812.179619 + Penalty 1824.832051 = -286987.347568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54404.770000 sec): 3 clusters
  Score: Raw -288275.844386 + Penalty 3649.664101 = -284626.180285
  nChanged 473
		SP:Iteration 1F (54404.810000 sec): 3 clusters
  Score: Raw -288699.001490 + Penalty 3649.664101 = -285049.337389
  nChanged 130
		SP:Iteration 2F (54404.850000 sec): 3 clusters
  Score: Raw -288824.874184 + Penalty 3649.664101 = -285175.210083
  nChanged 70
		SP:Iteration 3Q (54404.890000 sec): 3 clusters
  Score: Raw -288909.415743 + Penalty 3649.664101 = -285259.751642
  nChanged 54
		SP:Iteration 4Q (54404.930000 sec): 3 clusters
  Score: Raw -288976.796452 + Penalty 3649.664101 = -285327.132351
  nChanged 41
		SP:Iteration 5Q (54404.980000 sec): 3 clusters
  Score: Raw -289012.196805 + Penalty 3649.664101 = -285362.532704
  nChanged 32
		SP:Iteration 6Q (54405.020000 sec): 3 clusters
  Score: Raw -289039.551119 + Penalty 3649.664101 = -285389.887018
  nChanged 22
		SP:Iteration 7Q (54405.060000 sec): 3 clusters
  Score: Raw -289052.874326 + Penalty 3649.664101 = -285403.210225
  nChanged 20
		SP:Iteration 8Q (54405.100000 sec): 3 clusters
  Score: Raw -289069.456454 + Penalty 3649.664101 = -285419.792353
  nChanged 21
		SP:Iteration 9Q (54405.140000 sec): 3 clusters
  Score: Raw -289095.957360 + Penalty 3649.664101 = -285446.293259
  nChanged 22
		SP:Iteration 10Q (54405.190000 sec): 3 clusters
  Score: Raw -289117.796602 + Penalty 3649.664101 = -285468.132501
  nChanged 22
		SP:Iteration 11Q (54405.230000 sec): 3 clusters
  Score: Raw -289138.738820 + Penalty 3649.664101 = -285489.074718
  nChanged 21
		SP:Iteration 12Q (54405.270000 sec): 3 clusters
  Score: Raw -289155.215974 + Penalty 3649.664101 = -285505.551873
  nChanged 13
		SP:Iteration 13Q (54405.310000 sec): 3 clusters
  Score: Raw -289165.450569 + Penalty 3649.664101 = -285515.786468
  nChanged 9
		SP:Iteration 14Q (54405.350000 sec): 3 clusters
  Score: Raw -289173.078837 + Penalty 3649.664101 = -285523.414736
  nChanged 4
		SP:Iteration 15Q (54405.390000 sec): 3 clusters
  Score: Raw -289178.412171 + Penalty 3649.664101 = -285528.748069
  nChanged 3
		SP:Iteration 16Q (54405.430000 sec): 3 clusters
  Score: Raw -289179.685630 + Penalty 3649.664101 = -285530.021528
  nChanged 1
		SP:Iteration 17Q (54405.470000 sec): 3 clusters
  Score: Raw -289181.368575 + Penalty 3649.664101 = -285531.704474
  nChanged 1
		SP:Iteration 18Q (54405.520000 sec): 3 clusters
  Score: Raw -289182.272489 + Penalty 3649.664101 = -285532.608387
  nChanged 1
		SP:Iteration 19Q (54405.560000 sec): 3 clusters
  Score: Raw -289183.667871 + Penalty 3649.664101 = -285534.003770
  nChanged 3
		SP:Iteration 20F (54405.600000 sec): 3 clusters
  Score: Raw -289186.375588 + Penalty 3649.664101 = -285536.711487
  nChanged 1
		SP:Iteration 21Q (54405.650000 sec): 3 clusters
  Score: Raw -289187.939290 + Penalty 3649.664101 = -285538.275188
  nChanged 1
		SP:Iteration 22Q (54405.690000 sec): 3 clusters
  Score: Raw -289188.487476 + Penalty 3649.664101 = -285538.823375
  nChanged 2
		SP:Iteration 23Q (54405.730000 sec): 3 clusters
  Score: Raw -289190.059359 + Penalty 3649.664101 = -285540.395258
  nChanged 2
		SP:Iteration 24Q (54405.770000 sec): 3 clusters
  Score: Raw -289191.577311 + Penalty 3649.664101 = -285541.913210
  nChanged 4
		SP:Iteration 25Q (54405.810000 sec): 3 clusters
  Score: Raw -289193.873387 + Penalty 3649.664101 = -285544.209285
  nChanged 1
		SP:Iteration 26Q (54405.850000 sec): 3 clusters
  Score: Raw -289194.372874 + Penalty 3649.664101 = -285544.708773
  nChanged 0
		SP:Iteration 27F (54405.890000 sec): 3 clusters
  Score: Raw -289194.372874 + Penalty 3649.664101 = -285544.708773
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (14822 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54406.060000 sec): 2 clusters
  Score: Raw -2742778.298923 + Penalty 2381.759225 = -2740396.539698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54406.380000 sec): 3 clusters
  Score: Raw -2734433.887099 + Penalty 4763.518450 = -2729670.368649
  nChanged 6337
		SP:Iteration 1F (54406.690000 sec): 3 clusters
  Score: Raw -2737781.746803 + Penalty 4763.518450 = -2733018.228353
  nChanged 882
		SP:Iteration 2F (54407.010000 sec): 3 clusters
  Score: Raw -2738163.465417 + Penalty 4763.518450 = -2733399.946967
  nChanged 745
		SP:Iteration 3F (54407.330000 sec): 3 clusters
  Score: Raw -2738471.704878 + Penalty 4763.518450 = -2733708.186428
  nChanged 618
		SP:Iteration 4Q (54407.640000 sec): 3 clusters
  Score: Raw -2738704.109938 + Penalty 4763.518450 = -2733940.591489
  nChanged 546
		SP:Iteration 5Q (54407.960000 sec): 3 clusters
  Score: Raw -2738913.537041 + Penalty 4763.518450 = -2734150.018591
  nChanged 512
		SP:Iteration 6Q (54408.250000 sec): 3 clusters
  Score: Raw -2739149.051458 + Penalty 4763.518450 = -2734385.533008
  nChanged 532
		SP:Iteration 7Q (54408.550000 sec): 3 clusters
  Score: Raw -2739413.175121 + Penalty 4763.518450 = -2734649.656671
  nChanged 592
		SP:Iteration 8Q (54408.870000 sec): 3 clusters
  Score: Raw -2739720.819707 + Penalty 4763.518450 = -2734957.301257
  nChanged 622
		SP:Iteration 9Q (54409.180000 sec): 3 clusters
  Score: Raw -2740076.406212 + Penalty 4763.518450 = -2735312.887762
  nChanged 616
		SP:Iteration 10Q (54409.500000 sec): 3 clusters
  Score: Raw -2740412.123381 + Penalty 4763.518450 = -2735648.604931
  nChanged 582
		SP:Iteration 11Q (54409.770000 sec): 3 clusters
  Score: Raw -2740770.517872 + Penalty 4763.518450 = -2736006.999422
  nChanged 568
		SP:Iteration 12Q (54410.040000 sec): 3 clusters
  Score: Raw -2741108.719906 + Penalty 4763.518450 = -2736345.201456
  nChanged 462
		SP:Iteration 13Q (54410.310000 sec): 3 clusters
  Score: Raw -2741337.410415 + Penalty 4763.518450 = -2736573.891965
  nChanged 369
		SP:Iteration 14Q (54410.590000 sec): 3 clusters
  Score: Raw -2741518.036223 + Penalty 4763.518450 = -2736754.517773
  nChanged 309
		SP:Iteration 15Q (54410.860000 sec): 3 clusters
  Score: Raw -2741674.116036 + Penalty 4763.518450 = -2736910.597586
  nChanged 286
		SP:Iteration 16Q (54411.130000 sec): 3 clusters
  Score: Raw -2741807.537249 + Penalty 4763.518450 = -2737044.018799
  nChanged 245
		SP:Iteration 17Q (54411.410000 sec): 3 clusters
  Score: Raw -2741916.137148 + Penalty 4763.518450 = -2737152.618699
  nChanged 218
		SP:Iteration 18Q (54411.680000 sec): 3 clusters
  Score: Raw -2742004.098375 + Penalty 4763.518450 = -2737240.579925
  nChanged 199
		SP:Iteration 19Q (54411.950000 sec): 3 clusters
  Score: Raw -2742079.858308 + Penalty 4763.518450 = -2737316.339858
  nChanged 175
		SP:Iteration 20F (54412.260000 sec): 3 clusters
  Score: Raw -2742149.859313 + Penalty 4763.518450 = -2737386.340863
  nChanged 153
		SP:Iteration 21Q (54412.580000 sec): 3 clusters
  Score: Raw -2742208.223074 + Penalty 4763.518450 = -2737444.704624
  nChanged 147
		SP:Iteration 22Q (54412.850000 sec): 3 clusters
  Score: Raw -2742271.112740 + Penalty 4763.518450 = -2737507.594291
  nChanged 129
		SP:Iteration 23Q (54413.050000 sec): 3 clusters
  Score: Raw -2742325.351892 + Penalty 4763.518450 = -2737561.833442
  nChanged 154
		SP:Iteration 24Q (54413.360000 sec): 3 clusters
  Score: Raw -2742388.809727 + Penalty 4763.518450 = -2737625.291277
  nChanged 133
		SP:Iteration 25Q (54413.630000 sec): 3 clusters
  Score: Raw -2742441.930160 + Penalty 4763.518450 = -2737678.411710
  nChanged 123
		SP:Iteration 26Q (54413.900000 sec): 3 clusters
  Score: Raw -2742498.972873 + Penalty 4763.518450 = -2737735.454423
  nChanged 108
		SP:Iteration 27Q (54414.180000 sec): 3 clusters
  Score: Raw -2742546.603167 + Penalty 4763.518450 = -2737783.084717
  nChanged 92
		SP:Iteration 28Q (54414.410000 sec): 3 clusters
  Score: Raw -2742582.647409 + Penalty 4763.518450 = -2737819.128959
  nChanged 75
		SP:Iteration 29Q (54414.690000 sec): 3 clusters
  Score: Raw -2742609.930964 + Penalty 4763.518450 = -2737846.412515
  nChanged 61
		SP:Iteration 30Q (54414.960000 sec): 3 clusters
  Score: Raw -2742631.077821 + Penalty 4763.518450 = -2737867.559371
  nChanged 64
		SP:Iteration 31Q (54415.230000 sec): 3 clusters
  Score: Raw -2742653.328321 + Penalty 4763.518450 = -2737889.809871
  nChanged 56
		SP:Iteration 32Q (54415.510000 sec): 3 clusters
  Score: Raw -2742674.410997 + Penalty 4763.518450 = -2737910.892547
  nChanged 57
		SP:Iteration 33Q (54415.780000 sec): 3 clusters
  Score: Raw -2742694.102837 + Penalty 4763.518450 = -2737930.584387
  nChanged 48
		SP:Iteration 34Q (54416.050000 sec): 3 clusters
  Score: Raw -2742714.607669 + Penalty 4763.518450 = -2737951.089219
  nChanged 51
		SP:Iteration 35Q (54416.330000 sec): 3 clusters
  Score: Raw -2742733.294383 + Penalty 4763.518450 = -2737969.775933
  nChanged 58
		SP:Iteration 36Q (54416.600000 sec): 3 clusters
  Score: Raw -2742754.030687 + Penalty 4763.518450 = -2737990.512237
  nChanged 56
		SP:Iteration 37Q (54416.880000 sec): 3 clusters
  Score: Raw -2742772.842616 + Penalty 4763.518450 = -2738009.324166
  nChanged 48
		SP:Iteration 38Q (54417.150000 sec): 3 clusters
  Score: Raw -2742794.678323 + Penalty 4763.518450 = -2738031.159873
  nChanged 55
		SP:Iteration 39Q (54417.430000 sec): 3 clusters
  Score: Raw -2742818.591436 + Penalty 4763.518450 = -2738055.072986
  nChanged 49
		SP:Iteration 40F (54417.750000 sec): 3 clusters
  Score: Raw -2742836.346551 + Penalty 4763.518450 = -2738072.828102
  nChanged 44
		SP:Iteration 41Q (54418.020000 sec): 3 clusters
  Score: Raw -2742852.216760 + Penalty 4763.518450 = -2738088.698310
  nChanged 37
		SP:Iteration 42Q (54418.290000 sec): 3 clusters
  Score: Raw -2742866.014312 + Penalty 4763.518450 = -2738102.495862
  nChanged 31
		SP:Iteration 43Q (54418.570000 sec): 3 clusters
  Score: Raw -2742879.104882 + Penalty 4763.518450 = -2738115.586432
  nChanged 32
		SP:Iteration 44Q (54418.850000 sec): 3 clusters
  Score: Raw -2742891.202189 + Penalty 4763.518450 = -2738127.683739
  nChanged 34
		SP:Iteration 45Q (54419.120000 sec): 3 clusters
  Score: Raw -2742904.626258 + Penalty 4763.518450 = -2738141.107808
  nChanged 24
		SP:Iteration 46Q (54419.390000 sec): 3 clusters
  Score: Raw -2742912.112843 + Penalty 4763.518450 = -2738148.594393
  nChanged 14
		SP:Iteration 47Q (54419.670000 sec): 3 clusters
  Score: Raw -2742916.468354 + Penalty 4763.518450 = -2738152.949904
  nChanged 12
		SP:Iteration 48Q (54419.940000 sec): 3 clusters
  Score: Raw -2742921.557577 + Penalty 4763.518450 = -2738158.039127
  nChanged 14
		SP:Iteration 49Q (54420.220000 sec): 3 clusters
  Score: Raw -2742926.034387 + Penalty 4763.518450 = -2738162.515937
  nChanged 13
		SP:Iteration 50Q (54420.490000 sec): 3 clusters
  Score: Raw -2742930.249847 + Penalty 4763.518450 = -2738166.731397
  nChanged 11
		SP:Iteration 51Q (54420.770000 sec): 3 clusters
  Score: Raw -2742934.789063 + Penalty 4763.518450 = -2738171.270613
  nChanged 9
		SP:Iteration 52Q (54421.040000 sec): 3 clusters
  Score: Raw -2742938.428943 + Penalty 4763.518450 = -2738174.910493
  nChanged 6
		SP:Iteration 53Q (54421.310000 sec): 3 clusters
  Score: Raw -2742941.071801 + Penalty 4763.518450 = -2738177.553352
  nChanged 9
		SP:Iteration 54Q (54421.580000 sec): 3 clusters
  Score: Raw -2742945.474077 + Penalty 4763.518450 = -2738181.955627
  nChanged 17
		SP:Iteration 55Q (54421.850000 sec): 3 clusters
  Score: Raw -2742951.786119 + Penalty 4763.518450 = -2738188.267669
  nChanged 14
		SP:Iteration 56Q (54422.130000 sec): 3 clusters
  Score: Raw -2742957.217017 + Penalty 4763.518450 = -2738193.698567
  nChanged 17
		SP:Iteration 57Q (54422.400000 sec): 3 clusters
  Score: Raw -2742963.468893 + Penalty 4763.518450 = -2738199.950443
  nChanged 14
		SP:Iteration 58Q (54422.670000 sec): 3 clusters
  Score: Raw -2742969.196831 + Penalty 4763.518450 = -2738205.678381
  nChanged 8
		SP:Iteration 59Q (54422.940000 sec): 3 clusters
  Score: Raw -2742971.954386 + Penalty 4763.518450 = -2738208.435936
  nChanged 9
		SP:Iteration 60F (54423.260000 sec): 3 clusters
  Score: Raw -2742976.628458 + Penalty 4763.518450 = -2738213.110008
  nChanged 16
		SP:Iteration 61Q (54423.520000 sec): 3 clusters
  Score: Raw -2742982.563574 + Penalty 4763.518450 = -2738219.045124
  nChanged 12
		SP:Iteration 62Q (54423.790000 sec): 3 clusters
  Score: Raw -2742986.941719 + Penalty 4763.518450 = -2738223.423269
  nChanged 9
		SP:Iteration 63Q (54424.060000 sec): 3 clusters
  Score: Raw -2742990.914820 + Penalty 4763.518450 = -2738227.396370
  nChanged 14
		SP:Iteration 64Q (54424.250000 sec): 3 clusters
  Score: Raw -2742996.491264 + Penalty 4763.518450 = -2738232.972814
  nChanged 12
		SP:Iteration 65Q (54424.550000 sec): 3 clusters
  Score: Raw -2743001.546595 + Penalty 4763.518450 = -2738238.028145
  nChanged 9
		SP:Iteration 66Q (54424.820000 sec): 3 clusters
  Score: Raw -2743003.881002 + Penalty 4763.518450 = -2738240.362552
  nChanged 4
		SP:Iteration 67Q (54424.990000 sec): 3 clusters
  Score: Raw -2743004.881946 + Penalty 4763.518450 = -2738241.363496
  nChanged 0
		SP:Iteration 68F (54425.310000 sec): 3 clusters
  Score: Raw -2743004.881946 + Penalty 4763.518450 = -2738241.363496
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (96 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54425.360000 sec): 2 clusters
  Score: Raw -15764.480293 + Penalty 1131.958351 = -14632.521941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54425.540000 sec): 3 clusters
  Score: Raw -16148.452770 + Penalty 2263.916703 = -13884.536067
  nChanged 1
		SP:Iteration 1Q (54425.720000 sec): 3 clusters
  Score: Raw -16158.177514 + Penalty 2263.916703 = -13894.260811
  nChanged 0
		SP:Iteration 2F (54425.890000 sec): 3 clusters
  Score: Raw -16158.177514 + Penalty 2263.916703 = -13894.260811
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54425.980000 sec): 2 clusters
  Score: Raw -43495.401561 + Penalty 1407.834943 = -42087.566618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54426.160000 sec): 3 clusters
  Score: Raw -43715.413707 + Penalty 2815.669886 = -40899.743821
  nChanged 39
		SP:Iteration 1F (54426.330000 sec): 3 clusters
  Score: Raw -43833.468385 + Penalty 2815.669886 = -41017.798499
  nChanged 13
		SP:Iteration 2Q (54426.510000 sec): 3 clusters
  Score: Raw -43903.184168 + Penalty 2815.669886 = -41087.514282
  nChanged 9
		SP:Iteration 3Q (54426.680000 sec): 3 clusters
  Score: Raw -43951.690904 + Penalty 2815.669886 = -41136.021018
  nChanged 6
		SP:Iteration 4Q (54426.860000 sec): 3 clusters
  Score: Raw -43970.122691 + Penalty 2815.669886 = -41154.452805
  nChanged 1
		SP:Iteration 5Q (54427.040000 sec): 3 clusters
  Score: Raw -43973.733748 + Penalty 2815.669886 = -41158.063862
  nChanged 2
		SP:Iteration 6Q (54427.210000 sec): 3 clusters
  Score: Raw -43980.372365 + Penalty 2815.669886 = -41164.702479
  nChanged 3
		SP:Iteration 7Q (54427.390000 sec): 3 clusters
  Score: Raw -44001.450085 + Penalty 2815.669886 = -41185.780199
  nChanged 2
		SP:Iteration 8Q (54427.560000 sec): 3 clusters
  Score: Raw -44006.506672 + Penalty 2815.669886 = -41190.836786
  nChanged 0
		SP:Iteration 9F (54427.740000 sec): 3 clusters
  Score: Raw -44006.506672 + Penalty 2815.669886 = -41190.836786
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 22 (267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54427.820000 sec): 2 clusters
  Score: Raw -35142.740897 + Penalty 1385.637667 = -33757.103230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54428.000000 sec): 3 clusters
  Score: Raw -35438.983220 + Penalty 2771.275335 = -32667.707886
  nChanged 49
		SP:Iteration 1F (54428.180000 sec): 3 clusters
  Score: Raw -35649.385740 + Penalty 2771.275335 = -32878.110406
  nChanged 24
		SP:Iteration 2F (54428.350000 sec): 3 clusters
  Score: Raw -35784.574203 + Penalty 2771.275335 = -33013.298868
  nChanged 7
		SP:Iteration 3Q (54428.530000 sec): 3 clusters
  Score: Raw -35822.637964 + Penalty 2771.275335 = -33051.362630
  nChanged 4
		SP:Iteration 4Q (54428.700000 sec): 3 clusters
  Score: Raw -35900.509791 + Penalty 2771.275335 = -33129.234457
  nChanged 3
		SP:Iteration 5Q (54428.880000 sec): 3 clusters
  Score: Raw -35932.409235 + Penalty 2771.275335 = -33161.133900
  nChanged 0
		SP:Iteration 6F (54429.060000 sec): 3 clusters
  Score: Raw -35932.409235 + Penalty 2771.275335 = -33161.133900
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 23 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54429.140000 sec): 2 clusters
  Score: Raw -60107.602304 + Penalty 1488.350890 = -58619.251414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54429.320000 sec): 3 clusters
  Score: Raw -60218.424319 + Penalty 2976.701779 = -57241.722539
  nChanged 73
		SP:Iteration 1F (54429.490000 sec): 3 clusters
  Score: Raw -60416.883061 + Penalty 2976.701779 = -57440.181282
  nChanged 20
		SP:Iteration 2Q (54429.660000 sec): 3 clusters
  Score: Raw -60496.948425 + Penalty 2976.701779 = -57520.246645
  nChanged 10
		SP:Iteration 3Q (54429.840000 sec): 3 clusters
  Score: Raw -60534.118910 + Penalty 2976.701779 = -57557.417130
  nChanged 8
		SP:Iteration 4Q (54430.020000 sec): 3 clusters
  Score: Raw -60559.901430 + Penalty 2976.701779 = -57583.199651
  nChanged 4
		SP:Iteration 5Q (54430.190000 sec): 3 clusters
  Score: Raw -60574.109637 + Penalty 2976.701779 = -57597.407858
  nChanged 3
		SP:Iteration 6Q (54430.370000 sec): 3 clusters
  Score: Raw -60581.702038 + Penalty 2976.701779 = -57605.000259
  nChanged 1
		SP:Iteration 7Q (54430.540000 sec): 3 clusters
  Score: Raw -60582.611894 + Penalty 2976.701779 = -57605.910114
  nChanged 0
		SP:Iteration 8F (54430.720000 sec): 3 clusters
  Score: Raw -60582.611894 + Penalty 2976.701779 = -57605.910114
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 24 (2068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54430.800000 sec): 2 clusters
  Score: Raw -380259.280159 + Penalty 1893.315634 = -378365.964525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54430.980000 sec): 3 clusters
  Score: Raw -379497.667965 + Penalty 3786.631269 = -375711.036696
  nChanged 626
		SP:Iteration 1F (54431.150000 sec): 3 clusters
  Score: Raw -380055.458763 + Penalty 3786.631269 = -376268.827494
  nChanged 186
		SP:Iteration 2F (54431.370000 sec): 3 clusters
  Score: Raw -380320.321956 + Penalty 3786.631269 = -376533.690687
  nChanged 143
		SP:Iteration 3F (54431.520000 sec): 3 clusters
  Score: Raw -380530.180123 + Penalty 3786.631269 = -376743.548854
  nChanged 149
		SP:Iteration 4F (54431.700000 sec): 3 clusters
  Score: Raw -380748.367191 + Penalty 3786.631269 = -376961.735922
  nChanged 108
		SP:Iteration 5F (54431.870000 sec): 3 clusters
  Score: Raw -380919.281245 + Penalty 3786.631269 = -377132.649976
  nChanged 105
		SP:Iteration 6F (54432.050000 sec): 3 clusters
  Score: Raw -381119.560748 + Penalty 3786.631269 = -377332.929479
  nChanged 104
		SP:Iteration 7F (54432.220000 sec): 3 clusters
  Score: Raw -381302.390195 + Penalty 3786.631269 = -377515.758926
  nChanged 88
		SP:Iteration 8Q (54432.400000 sec): 3 clusters
  Score: Raw -381459.079061 + Penalty 3786.631269 = -377672.447792
  nChanged 80
		SP:Iteration 9Q (54432.580000 sec): 3 clusters
  Score: Raw -381592.800339 + Penalty 3786.631269 = -377806.169071
  nChanged 46
		SP:Iteration 10Q (54432.750000 sec): 3 clusters
  Score: Raw -381681.471882 + Penalty 3786.631269 = -377894.840613
  nChanged 50
		SP:Iteration 11Q (54432.930000 sec): 3 clusters
  Score: Raw -381775.220550 + Penalty 3786.631269 = -377988.589281
  nChanged 27
		SP:Iteration 12Q (54433.100000 sec): 3 clusters
  Score: Raw -381815.867970 + Penalty 3786.631269 = -378029.236701
  nChanged 18
		SP:Iteration 13Q (54433.280000 sec): 3 clusters
  Score: Raw -381836.315641 + Penalty 3786.631269 = -378049.684372
  nChanged 9
		SP:Iteration 14Q (54433.460000 sec): 3 clusters
  Score: Raw -381847.550613 + Penalty 3786.631269 = -378060.919344
  nChanged 10
		SP:Iteration 15Q (54433.630000 sec): 3 clusters
  Score: Raw -381858.655775 + Penalty 3786.631269 = -378072.024506
  nChanged 8
		SP:Iteration 16Q (54433.810000 sec): 3 clusters
  Score: Raw -381866.349554 + Penalty 3786.631269 = -378079.718285
  nChanged 1
		SP:Iteration 17Q (54433.980000 sec): 3 clusters
  Score: Raw -381868.026488 + Penalty 3786.631269 = -378081.395220
  nChanged 0
		SP:Iteration 18F (54434.160000 sec): 3 clusters
  Score: Raw -381868.026488 + Penalty 3786.631269 = -378081.395220
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 25 (209732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54435.420000 sec): 2 clusters
  Score: Raw -37528601.829032 + Penalty 3038.889279 = -37525562.939753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54437.480000 sec): 3 clusters
  Score: Raw -37390878.019983 + Penalty 6077.778559 = -37384800.241424
  nChanged 100859
		SP:Iteration 1F (54439.580000 sec): 3 clusters
  Score: Raw -37449796.225111 + Penalty 6077.778559 = -37443718.446552
  nChanged 6048
		SP:Iteration 2Q (54441.800000 sec): 3 clusters
  Score: Raw -37451289.902983 + Penalty 6077.778559 = -37445212.124424
  nChanged 7939
		SP:Iteration 3Q (54444.030000 sec): 3 clusters
  Score: Raw -37453960.563471 + Penalty 6077.778559 = -37447882.784913
  nChanged 10840
		SP:Iteration 4F (54446.110000 sec): 3 clusters
  Score: Raw -37459207.736035 + Penalty 6077.778559 = -37453129.957476
  nChanged 15165
		SP:Iteration 5F (54448.250000 sec): 3 clusters
  Score: Raw -37469345.218090 + Penalty 6077.778559 = -37463267.439531
  nChanged 19051
		SP:Iteration 6F (54450.360000 sec): 3 clusters
  Score: Raw -37485691.015896 + Penalty 6077.778559 = -37479613.237337
  nChanged 19092
		SP:Iteration 7F (54452.470000 sec): 3 clusters
  Score: Raw -37504594.290778 + Penalty 6077.778559 = -37498516.512219
  nChanged 14030
		SP:Iteration 8F (54454.520000 sec): 3 clusters
  Score: Raw -37519111.650882 + Penalty 6077.778559 = -37513033.872323
  nChanged 6769
		SP:Iteration 9Q (54456.550000 sec): 3 clusters
  Score: Raw -37525934.588824 + Penalty 6077.778559 = -37519856.810265
  nChanged 2225
		SP:Iteration 10Q (54458.420000 sec): 3 clusters
  Score: Raw -37528057.063658 + Penalty 6077.778559 = -37521979.285099
  nChanged 542
		SP:Iteration 11Q (54460.190000 sec): 3 clusters
  Score: Raw -37528619.680259 + Penalty 6077.778559 = -37522541.901700
  nChanged 127
		SP:Iteration 12Q (54461.860000 sec): 3 clusters
  Score: Raw -37528770.204491 + Penalty 6077.778559 = -37522692.425932
  nChanged 58
		SP:Iteration 13Q (54463.550000 sec): 3 clusters
  Score: Raw -37528853.735537 + Penalty 6077.778559 = -37522775.956978
  nChanged 26
		SP:Iteration 14Q (54465.220000 sec): 3 clusters
  Score: Raw -37528902.497917 + Penalty 6077.778559 = -37522824.719358
  nChanged 16
		SP:Iteration 15Q (54466.930000 sec): 3 clusters
  Score: Raw -37528925.578424 + Penalty 6077.778559 = -37522847.799865
  nChanged 5
		SP:Iteration 16Q (54468.620000 sec): 3 clusters
  Score: Raw -37528933.962371 + Penalty 6077.778559 = -37522856.183812
  nChanged 4
		SP:Iteration 17Q (54470.320000 sec): 3 clusters
  Score: Raw -37528942.378373 + Penalty 6077.778559 = -37522864.599814
  nChanged 5
		SP:Iteration 18Q (54472.000000 sec): 3 clusters
  Score: Raw -37528951.299658 + Penalty 6077.778559 = -37522873.521099
  nChanged 3
		SP:Iteration 19Q (54473.710000 sec): 3 clusters
  Score: Raw -37528956.085939 + Penalty 6077.778559 = -37522878.307380
  nChanged 2
		SP:Iteration 20F (54475.740000 sec): 3 clusters
  Score: Raw -37528959.061041 + Penalty 6077.778559 = -37522881.282482
  nChanged 2
		SP:Iteration 21Q (54477.360000 sec): 3 clusters
  Score: Raw -37528960.825746 + Penalty 6077.778559 = -37522883.047187
  nChanged 0
		SP:Iteration 22F (54479.350000 sec): 3 clusters
  Score: Raw -37528960.825746 + Penalty 6077.778559 = -37522883.047187
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54479.440000 sec): 2 clusters
  Score: Raw -37093.048198 + Penalty 1345.387604 = -35747.660593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54479.440000 sec): 3 clusters
  Score: Raw -37419.119803 + Penalty 2690.775209 = -34728.344594
  nChanged 35
		SP:Iteration 1F (54479.450000 sec): 3 clusters
  Score: Raw -37545.649462 + Penalty 2690.775209 = -34854.874253
  nChanged 17
		SP:Iteration 2F (54479.460000 sec): 3 clusters
  Score: Raw -37635.148426 + Penalty 2690.775209 = -34944.373218
  nChanged 9
		SP:Iteration 3Q (54479.470000 sec): 3 clusters
  Score: Raw -37685.032669 + Penalty 2690.775209 = -34994.257461
  nChanged 7
		SP:Iteration 4Q (54479.480000 sec): 3 clusters
  Score: Raw -37716.558713 + Penalty 2690.775209 = -35025.783504
  nChanged 2
		SP:Iteration 5Q (54479.480000 sec): 3 clusters
  Score: Raw -37724.929254 + Penalty 2690.775209 = -35034.154046
  nChanged 2
		SP:Iteration 6Q (54479.490000 sec): 3 clusters
  Score: Raw -37742.738954 + Penalty 2690.775209 = -35051.963746
  nChanged 4
		SP:Iteration 7Q (54479.500000 sec): 3 clusters
  Score: Raw -37767.737146 + Penalty 2690.775209 = -35076.961937
  nChanged 1
		SP:Iteration 8Q (54479.510000 sec): 3 clusters
  Score: Raw -37774.904730 + Penalty 2690.775209 = -35084.129521
  nChanged 0
		SP:Iteration 9F (54479.520000 sec): 3 clusters
  Score: Raw -37774.904730 + Penalty 2690.775209 = -35084.129521
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54479.560000 sec): 2 clusters
  Score: Raw -105850.932522 + Penalty 1602.056305 = -104248.876217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54479.570000 sec): 3 clusters
  Score: Raw -105806.173239 + Penalty 3204.112609 = -102602.060629
  nChanged 116
		SP:Iteration 1F (54479.590000 sec): 3 clusters
  Score: Raw -105999.985564 + Penalty 3204.112609 = -102795.872954
  nChanged 38
		SP:Iteration 2F (54479.610000 sec): 3 clusters
  Score: Raw -106113.749737 + Penalty 3204.112609 = -102909.637128
  nChanged 24
		SP:Iteration 3Q (54479.640000 sec): 3 clusters
  Score: Raw -106212.766753 + Penalty 3204.112609 = -103008.654144
  nChanged 22
		SP:Iteration 4Q (54479.660000 sec): 3 clusters
  Score: Raw -106280.004696 + Penalty 3204.112609 = -103075.892087
  nChanged 15
		SP:Iteration 5Q (54479.680000 sec): 3 clusters
  Score: Raw -106323.201842 + Penalty 3204.112609 = -103119.089233
  nChanged 18
		SP:Iteration 6Q (54479.700000 sec): 3 clusters
  Score: Raw -106372.009551 + Penalty 3204.112609 = -103167.896942
  nChanged 14
		SP:Iteration 7Q (54479.730000 sec): 3 clusters
  Score: Raw -106414.835177 + Penalty 3204.112609 = -103210.722568
  nChanged 16
		SP:Iteration 8Q (54479.750000 sec): 3 clusters
  Score: Raw -106443.460724 + Penalty 3204.112609 = -103239.348114
  nChanged 15
		SP:Iteration 9Q (54479.780000 sec): 3 clusters
  Score: Raw -106471.891814 + Penalty 3204.112609 = -103267.779205
  nChanged 8
		SP:Iteration 10Q (54479.800000 sec): 3 clusters
  Score: Raw -106489.537706 + Penalty 3204.112609 = -103285.425097
  nChanged 6
		SP:Iteration 11Q (54479.820000 sec): 3 clusters
  Score: Raw -106500.079563 + Penalty 3204.112609 = -103295.966953
  nChanged 3
		SP:Iteration 12Q (54479.850000 sec): 3 clusters
  Score: Raw -106504.619652 + Penalty 3204.112609 = -103300.507043
  nChanged 0
		SP:Iteration 13F (54479.870000 sec): 3 clusters
  Score: Raw -106504.619652 + Penalty 3204.112609 = -103300.507043
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 28 (353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54479.900000 sec): 2 clusters
  Score: Raw -51255.550524 + Penalty 1454.884078 = -49800.666446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54479.920000 sec): 3 clusters
  Score: Raw -51386.682304 + Penalty 2909.768156 = -48476.914148
  nChanged 57
		SP:Iteration 1F (54479.930000 sec): 3 clusters
  Score: Raw -51580.830903 + Penalty 2909.768156 = -48671.062746
  nChanged 17
		SP:Iteration 2Q (54479.940000 sec): 3 clusters
  Score: Raw -51661.764114 + Penalty 2909.768156 = -48751.995957
  nChanged 9
		SP:Iteration 3Q (54479.960000 sec): 3 clusters
  Score: Raw -51699.381249 + Penalty 2909.768156 = -48789.613092
  nChanged 7
		SP:Iteration 4Q (54479.970000 sec): 3 clusters
  Score: Raw -51731.960845 + Penalty 2909.768156 = -48822.192689
  nChanged 4
		SP:Iteration 5Q (54479.990000 sec): 3 clusters
  Score: Raw -51751.043326 + Penalty 2909.768156 = -48841.275170
  nChanged 5
		SP:Iteration 6Q (54480.000000 sec): 3 clusters
  Score: Raw -51804.716393 + Penalty 2909.768156 = -48894.948236
  nChanged 7
		SP:Iteration 7Q (54480.020000 sec): 3 clusters
  Score: Raw -51864.571215 + Penalty 2909.768156 = -48954.803059
  nChanged 7
		SP:Iteration 8Q (54480.030000 sec): 3 clusters
  Score: Raw -51918.823343 + Penalty 2909.768156 = -49009.055187
  nChanged 3
		SP:Iteration 9Q (54480.050000 sec): 3 clusters
  Score: Raw -51946.555822 + Penalty 2909.768156 = -49036.787666
  nChanged 0
		SP:Iteration 10F (54480.060000 sec): 3 clusters
  Score: Raw -51946.555822 + Penalty 2909.768156 = -49036.787666
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 29 (126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54480.080000 sec): 2 clusters
  Score: Raw -13397.185908 + Penalty 1199.397913 = -12197.787995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54480.090000 sec): 3 clusters
  Score: Raw -13967.824072 + Penalty 2398.795826 = -11569.028247
  nChanged 10
		SP:Iteration 1F (54480.100000 sec): 3 clusters
  Score: Raw -14053.079484 + Penalty 2398.795826 = -11654.283658
  nChanged 2
		SP:Iteration 2Q (54480.100000 sec): 3 clusters
  Score: Raw -14069.084828 + Penalty 2398.795826 = -11670.289002
  nChanged 0
		SP:Iteration 3F (54480.110000 sec): 3 clusters
  Score: Raw -14069.084828 + Penalty 2398.795826 = -11670.289002
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54480.140000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54480.170000 sec): 3 clusters
  Score: Raw -85416.718283 + Penalty 3126.099012 = -82290.619271
  nChanged 96
		SP:Iteration 1F (54480.190000 sec): 3 clusters
  Score: Raw -85596.299705 + Penalty 3126.099012 = -82470.200693
  nChanged 29
		SP:Iteration 2F (54480.220000 sec): 3 clusters
  Score: Raw -85662.358834 + Penalty 3126.099012 = -82536.259823
  nChanged 12
		SP:Iteration 3Q (54480.240000 sec): 3 clusters
  Score: Raw -85699.804254 + Penalty 3126.099012 = -82573.705242
  nChanged 15
		SP:Iteration 4Q (54480.260000 sec): 3 clusters
  Score: Raw -85732.489173 + Penalty 3126.099012 = -82606.390161
  nChanged 11
		SP:Iteration 5Q (54480.280000 sec): 3 clusters
  Score: Raw -85762.189733 + Penalty 3126.099012 = -82636.090721
  nChanged 7
		SP:Iteration 6Q (54480.300000 sec): 3 clusters
  Score: Raw -85776.696585 + Penalty 3126.099012 = -82650.597573
  nChanged 6
		SP:Iteration 7Q (54480.330000 sec): 3 clusters
  Score: Raw -85794.370215 + Penalty 3126.099012 = -82668.271203
  nChanged 9
		SP:Iteration 8Q (54480.350000 sec): 3 clusters
  Score: Raw -85814.257229 + Penalty 3126.099012 = -82688.158218
  nChanged 2
		SP:Iteration 9Q (54480.380000 sec): 3 clusters
  Score: Raw -85818.895119 + Penalty 3126.099012 = -82692.796107
  nChanged 2
		SP:Iteration 10Q (54480.400000 sec): 3 clusters
  Score: Raw -85822.409531 + Penalty 3126.099012 = -82696.310519
  nChanged 1
		SP:Iteration 11Q (54480.420000 sec): 3 clusters
  Score: Raw -85824.131101 + Penalty 3126.099012 = -82698.032089
  nChanged 1
		SP:Iteration 12Q (54480.440000 sec): 3 clusters
  Score: Raw -85825.332396 + Penalty 3126.099012 = -82699.233384
  nChanged 0
		SP:Iteration 13F (54480.470000 sec): 3 clusters
  Score: Raw -85825.332396 + Penalty 3126.099012 = -82699.233384
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54480.490000 sec): 2 clusters
  Score: Raw -17343.133282 + Penalty 1326.082668 = -16017.050614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54480.500000 sec): 3 clusters
  Score: Raw -17609.185862 + Penalty 2652.165335 = -14957.020527
  nChanged 23
		SP:Iteration 1F (54480.510000 sec): 3 clusters
  Score: Raw -17724.163745 + Penalty 2652.165335 = -15071.998410
  nChanged 6
		SP:Iteration 2Q (54480.520000 sec): 3 clusters
  Score: Raw -17757.335338 + Penalty 2652.165335 = -15105.170003
  nChanged 3
		SP:Iteration 3Q (54480.520000 sec): 3 clusters
  Score: Raw -17774.431600 + Penalty 2652.165335 = -15122.266265
  nChanged 1
		SP:Iteration 4Q (54480.530000 sec): 3 clusters
  Score: Raw -17778.614736 + Penalty 2652.165335 = -15126.449401
  nChanged 0
		SP:Iteration 5F (54480.540000 sec): 3 clusters
  Score: Raw -17778.614736 + Penalty 2652.165335 = -15126.449401
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 32 (1117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54480.580000 sec): 2 clusters
  Score: Raw -209996.890790 + Penalty 1740.563646 = -208256.327144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54480.620000 sec): 3 clusters
  Score: Raw -209734.188613 + Penalty 3481.127292 = -206253.061321
  nChanged 302
		SP:Iteration 1F (54480.650000 sec): 3 clusters
  Score: Raw -210098.013084 + Penalty 3481.127292 = -206616.885792
  nChanged 96
		SP:Iteration 2F (54480.680000 sec): 3 clusters
  Score: Raw -210255.229092 + Penalty 3481.127292 = -206774.101799
  nChanged 44
		SP:Iteration 3Q (54480.720000 sec): 3 clusters
  Score: Raw -210311.609108 + Penalty 3481.127292 = -206830.481816
  nChanged 21
		SP:Iteration 4Q (54480.750000 sec): 3 clusters
  Score: Raw -210329.100062 + Penalty 3481.127292 = -206847.972769
  nChanged 14
		SP:Iteration 5Q (54480.780000 sec): 3 clusters
  Score: Raw -210346.096190 + Penalty 3481.127292 = -206864.968897
  nChanged 7
		SP:Iteration 6Q (54480.810000 sec): 3 clusters
  Score: Raw -210353.604079 + Penalty 3481.127292 = -206872.476787
  nChanged 10
		SP:Iteration 7Q (54480.840000 sec): 3 clusters
  Score: Raw -210367.188465 + Penalty 3481.127292 = -206886.061173
  nChanged 8
		SP:Iteration 8Q (54480.880000 sec): 3 clusters
  Score: Raw -210380.158680 + Penalty 3481.127292 = -206899.031388
  nChanged 8
		SP:Iteration 9Q (54480.910000 sec): 3 clusters
  Score: Raw -210386.318546 + Penalty 3481.127292 = -206905.191254
  nChanged 5
		SP:Iteration 10Q (54480.940000 sec): 3 clusters
  Score: Raw -210390.877659 + Penalty 3481.127292 = -206909.750367
  nChanged 7
		SP:Iteration 11Q (54480.980000 sec): 3 clusters
  Score: Raw -210396.681883 + Penalty 3481.127292 = -206915.554590
  nChanged 7
		SP:Iteration 12Q (54481.010000 sec): 3 clusters
  Score: Raw -210404.664899 + Penalty 3481.127292 = -206923.537607
  nChanged 7
		SP:Iteration 13Q (54481.040000 sec): 3 clusters
  Score: Raw -210412.143299 + Penalty 3481.127292 = -206931.016006
  nChanged 7
		SP:Iteration 14Q (54481.070000 sec): 3 clusters
  Score: Raw -210420.750577 + Penalty 3481.127292 = -206939.623284
  nChanged 10
		SP:Iteration 15Q (54481.100000 sec): 3 clusters
  Score: Raw -210435.672199 + Penalty 3481.127292 = -206954.544907
  nChanged 8
		SP:Iteration 16Q (54481.140000 sec): 3 clusters
  Score: Raw -210442.881048 + Penalty 3481.127292 = -206961.753756
  nChanged 2
		SP:Iteration 17Q (54481.170000 sec): 3 clusters
  Score: Raw -210444.429488 + Penalty 3481.127292 = -206963.302196
  nChanged 3
		SP:Iteration 18Q (54481.200000 sec): 3 clusters
  Score: Raw -210447.874897 + Penalty 3481.127292 = -206966.747605
  nChanged 2
		SP:Iteration 19Q (54481.240000 sec): 3 clusters
  Score: Raw -210449.587642 + Penalty 3481.127292 = -206968.460349
  nChanged 2
		SP:Iteration 20F (54481.270000 sec): 3 clusters
  Score: Raw -210450.700635 + Penalty 3481.127292 = -206969.573343
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 33 (99640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54481.980000 sec): 2 clusters
  Score: Raw -19094715.699250 + Penalty 2854.311104 = -19091861.388146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54482.890000 sec): 3 clusters
  Score: Raw -19031024.367042 + Penalty 5708.622209 = -19025315.744833
  nChanged 46857
		SP:Iteration 1F (54483.810000 sec): 3 clusters
  Score: Raw -19057845.884986 + Penalty 5708.622209 = -19052137.262777
  nChanged 3105
		SP:Iteration 2Q (54484.850000 sec): 3 clusters
  Score: Raw -19058565.211992 + Penalty 5708.622209 = -19052856.589783
  nChanged 3233
		SP:Iteration 3Q (54485.890000 sec): 3 clusters
  Score: Raw -19059450.305713 + Penalty 5708.622209 = -19053741.683504
  nChanged 3947
		SP:Iteration 4Q (54486.900000 sec): 3 clusters
  Score: Raw -19060870.519972 + Penalty 5708.622209 = -19055161.897763
  nChanged 5124
		SP:Iteration 5F (54487.850000 sec): 3 clusters
  Score: Raw -19063429.704956 + Penalty 5708.622209 = -19057721.082747
  nChanged 7047
		SP:Iteration 6F (54488.820000 sec): 3 clusters
  Score: Raw -19068161.951466 + Penalty 5708.622209 = -19062453.329257
  nChanged 8721
		SP:Iteration 7F (54489.790000 sec): 3 clusters
  Score: Raw -19075450.776805 + Penalty 5708.622209 = -19069742.154596
  nChanged 8685
		SP:Iteration 8F (54490.740000 sec): 3 clusters
  Score: Raw -19083719.933372 + Penalty 5708.622209 = -19078011.311163
  nChanged 6431
		SP:Iteration 9F (54491.700000 sec): 3 clusters
  Score: Raw -19090205.168691 + Penalty 5708.622209 = -19084496.546482
  nChanged 3243
		SP:Iteration 10Q (54492.720000 sec): 3 clusters
  Score: Raw -19093400.622024 + Penalty 5708.622209 = -19087691.999815
  nChanged 1085
		SP:Iteration 11Q (54493.640000 sec): 3 clusters
  Score: Raw -19094477.907377 + Penalty 5708.622209 = -19088769.285168
  nChanged 255
		SP:Iteration 12Q (54494.510000 sec): 3 clusters
  Score: Raw -19094790.438632 + Penalty 5708.622209 = -19089081.816423
  nChanged 69
		SP:Iteration 13Q (54495.370000 sec): 3 clusters
  Score: Raw -19094901.779388 + Penalty 5708.622209 = -19089193.157179
  nChanged 28
		SP:Iteration 14Q (54496.260000 sec): 3 clusters
  Score: Raw -19094944.012524 + Penalty 5708.622209 = -19089235.390315
  nChanged 13
		SP:Iteration 15Q (54497.150000 sec): 3 clusters
  Score: Raw -19094970.005462 + Penalty 5708.622209 = -19089261.383253
  nChanged 9
		SP:Iteration 16Q (54498.040000 sec): 3 clusters
  Score: Raw -19094987.974340 + Penalty 5708.622209 = -19089279.352131
  nChanged 4
		SP:Iteration 17Q (54498.820000 sec): 3 clusters
  Score: Raw -19094993.410657 + Penalty 5708.622209 = -19089284.788448
  nChanged 5
		SP:Iteration 18Q (54499.650000 sec): 3 clusters
  Score: Raw -19095000.179094 + Penalty 5708.622209 = -19089291.556886
  nChanged 2
		SP:Iteration 19Q (54500.420000 sec): 3 clusters
  Score: Raw -19095003.494563 + Penalty 5708.622209 = -19089294.872355
  nChanged 3
		SP:Iteration 20F (54501.280000 sec): 3 clusters
  Score: Raw -19095008.824312 + Penalty 5708.622209 = -19089300.202103
  nChanged 7
		SP:Iteration 21Q (54502.110000 sec): 3 clusters
  Score: Raw -19095020.166449 + Penalty 5708.622209 = -19089311.544240
  nChanged 5
		SP:Iteration 22Q (54502.970000 sec): 3 clusters
  Score: Raw -19095025.733164 + Penalty 5708.622209 = -19089317.110955
  nChanged 0
		SP:Iteration 23F (54503.920000 sec): 3 clusters
  Score: Raw -19095025.733164 + Penalty 5708.622209 = -19089317.110955
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 34 (387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54503.990000 sec): 2 clusters
  Score: Raw -65326.444701 + Penalty 1477.689324 = -63848.755377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54504.160000 sec): 3 clusters
  Score: Raw -65375.461316 + Penalty 2955.378648 = -62420.082668
  nChanged 54
		SP:Iteration 1F (54504.340000 sec): 3 clusters
  Score: Raw -65505.791870 + Penalty 2955.378648 = -62550.413223
  nChanged 14
		SP:Iteration 2Q (54504.510000 sec): 3 clusters
  Score: Raw -65535.277107 + Penalty 2955.378648 = -62579.898460
  nChanged 9
		SP:Iteration 3Q (54504.690000 sec): 3 clusters
  Score: Raw -65558.859634 + Penalty 2955.378648 = -62603.480986
  nChanged 5
		SP:Iteration 4Q (54504.870000 sec): 3 clusters
  Score: Raw -65576.399658 + Penalty 2955.378648 = -62621.021010
  nChanged 1
		SP:Iteration 5Q (54505.040000 sec): 3 clusters
  Score: Raw -65577.952644 + Penalty 2955.378648 = -62622.573996
  nChanged 1
		SP:Iteration 6Q (54505.210000 sec): 3 clusters
  Score: Raw -65579.869203 + Penalty 2955.378648 = -62624.490555
  nChanged 0
		SP:Iteration 7F (54505.390000 sec): 3 clusters
  Score: Raw -65579.869203 + Penalty 2955.378648 = -62624.490555
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 35 (1253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54505.480000 sec): 2 clusters
  Score: Raw -221272.600460 + Penalty 1769.057397 = -219503.543063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54505.650000 sec): 3 clusters
  Score: Raw -220874.911717 + Penalty 3538.114794 = -217336.796924
  nChanged 358
		SP:Iteration 1F (54505.830000 sec): 3 clusters
  Score: Raw -221201.569213 + Penalty 3538.114794 = -217663.454420
  nChanged 78
		SP:Iteration 2F (54506.010000 sec): 3 clusters
  Score: Raw -221298.869336 + Penalty 3538.114794 = -217760.754543
  nChanged 55
		SP:Iteration 3Q (54506.180000 sec): 3 clusters
  Score: Raw -221374.030120 + Penalty 3538.114794 = -217835.915326
  nChanged 37
		SP:Iteration 4Q (54506.360000 sec): 3 clusters
  Score: Raw -221413.048177 + Penalty 3538.114794 = -217874.933383
  nChanged 19
		SP:Iteration 5Q (54506.530000 sec): 3 clusters
  Score: Raw -221433.895221 + Penalty 3538.114794 = -217895.780427
  nChanged 8
		SP:Iteration 6Q (54506.710000 sec): 3 clusters
  Score: Raw -221443.713882 + Penalty 3538.114794 = -217905.599089
  nChanged 10
		SP:Iteration 7Q (54506.890000 sec): 3 clusters
  Score: Raw -221456.508279 + Penalty 3538.114794 = -217918.393485
  nChanged 11
		SP:Iteration 8Q (54507.060000 sec): 3 clusters
  Score: Raw -221465.472195 + Penalty 3538.114794 = -217927.357402
  nChanged 8
		SP:Iteration 9Q (54507.240000 sec): 3 clusters
  Score: Raw -221471.833255 + Penalty 3538.114794 = -217933.718461
  nChanged 5
		SP:Iteration 10Q (54507.410000 sec): 3 clusters
  Score: Raw -221475.304775 + Penalty 3538.114794 = -217937.189981
  nChanged 4
		SP:Iteration 11Q (54507.590000 sec): 3 clusters
  Score: Raw -221478.434911 + Penalty 3538.114794 = -217940.320117
  nChanged 4
		SP:Iteration 12Q (54507.770000 sec): 3 clusters
  Score: Raw -221481.716236 + Penalty 3538.114794 = -217943.601442
  nChanged 2
		SP:Iteration 13Q (54507.940000 sec): 3 clusters
  Score: Raw -221482.911691 + Penalty 3538.114794 = -217944.796897
  nChanged 1
		SP:Iteration 14Q (54508.120000 sec): 3 clusters
  Score: Raw -221484.458888 + Penalty 3538.114794 = -217946.344094
  nChanged 0
		SP:Iteration 15F (54508.290000 sec): 3 clusters
  Score: Raw -221484.458888 + Penalty 3538.114794 = -217946.344094
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 36 (474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54508.380000 sec): 2 clusters
  Score: Raw -53846.903176 + Penalty 1527.979416 = -52318.923760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54508.550000 sec): 3 clusters
  Score: Raw -54079.062295 + Penalty 3055.958832 = -51023.103463
  nChanged 101
		SP:Iteration 1F (54508.730000 sec): 3 clusters
  Score: Raw -54522.960813 + Penalty 3055.958832 = -51467.001981
  nChanged 58
		SP:Iteration 2F (54508.910000 sec): 3 clusters
  Score: Raw -54893.889909 + Penalty 3055.958832 = -51837.931078
  nChanged 30
		SP:Iteration 3F (54509.080000 sec): 3 clusters
  Score: Raw -55101.168059 + Penalty 3055.958832 = -52045.209227
  nChanged 25
		SP:Iteration 4F (54509.260000 sec): 3 clusters
  Score: Raw -55385.906746 + Penalty 3055.958832 = -52329.947914
  nChanged 12
		SP:Iteration 5Q (54509.430000 sec): 3 clusters
  Score: Raw -55501.244779 + Penalty 3055.958832 = -52445.285948
  nChanged 10
		SP:Iteration 6Q (54509.610000 sec): 3 clusters
  Score: Raw -55555.014105 + Penalty 3055.958832 = -52499.055273
  nChanged 2
		SP:Iteration 7Q (54509.790000 sec): 3 clusters
  Score: Raw -55570.654116 + Penalty 3055.958832 = -52514.695284
  nChanged 1
		SP:Iteration 8Q (54509.960000 sec): 3 clusters
  Score: Raw -55573.349133 + Penalty 3055.958832 = -52517.390302
  nChanged 0
		SP:Iteration 9F (54510.140000 sec): 3 clusters
  Score: Raw -55573.349133 + Penalty 3055.958832 = -52517.390302
  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 3.87 GB.

 Trying to split cluster 37 (16987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54510.330000 sec): 2 clusters
  Score: Raw -2908179.581049 + Penalty 2415.570499 = -2905764.010550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54510.630000 sec): 3 clusters
  Score: Raw -2898529.661958 + Penalty 4831.140998 = -2893698.520960
  nChanged 7341
		SP:Iteration 1F (54510.910000 sec): 3 clusters
  Score: Raw -2902296.693875 + Penalty 4831.140998 = -2897465.552877
  nChanged 1013
		SP:Iteration 2F (54511.200000 sec): 3 clusters
  Score: Raw -2902695.071040 + Penalty 4831.140998 = -2897863.930042
  nChanged 791
		SP:Iteration 3Q (54511.490000 sec): 3 clusters
  Score: Raw -2903002.699046 + Penalty 4831.140998 = -2898171.558048
  nChanged 708
		SP:Iteration 4Q (54511.820000 sec): 3 clusters
  Score: Raw -2903301.676548 + Penalty 4831.140998 = -2898470.535550
  nChanged 704
		SP:Iteration 5Q (54512.110000 sec): 3 clusters
  Score: Raw -2903607.690878 + Penalty 4831.140998 = -2898776.549881
  nChanged 700
		SP:Iteration 6Q (54512.400000 sec): 3 clusters
  Score: Raw -2903927.073590 + Penalty 4831.140998 = -2899095.932592
  nChanged 692
		SP:Iteration 7Q (54512.680000 sec): 3 clusters
  Score: Raw -2904251.579090 + Penalty 4831.140998 = -2899420.438092
  nChanged 710
		SP:Iteration 8Q (54512.970000 sec): 3 clusters
  Score: Raw -2904595.026623 + Penalty 4831.140998 = -2899763.885625
  nChanged 696
		SP:Iteration 9Q (54513.260000 sec): 3 clusters
  Score: Raw -2904948.345414 + Penalty 4831.140998 = -2900117.204417
  nChanged 740
		SP:Iteration 10Q (54513.540000 sec): 3 clusters
  Score: Raw -2905349.941544 + Penalty 4831.140998 = -2900518.800547
  nChanged 759
		SP:Iteration 11Q (54513.840000 sec): 3 clusters
  Score: Raw -2905793.578531 + Penalty 4831.140998 = -2900962.437533
  nChanged 740
		SP:Iteration 12Q (54514.120000 sec): 3 clusters
  Score: Raw -2906279.585384 + Penalty 4831.140998 = -2901448.444386
  nChanged 739
		SP:Iteration 13Q (54514.460000 sec): 3 clusters
  Score: Raw -2906810.356249 + Penalty 4831.140998 = -2901979.215251
  nChanged 648
		SP:Iteration 14Q (54514.740000 sec): 3 clusters
  Score: Raw -2907292.423831 + Penalty 4831.140998 = -2902461.282833
  nChanged 575
		SP:Iteration 15Q (54515.040000 sec): 3 clusters
  Score: Raw -2907732.648531 + Penalty 4831.140998 = -2902901.507533
  nChanged 422
		SP:Iteration 16Q (54515.320000 sec): 3 clusters
  Score: Raw -2908062.546869 + Penalty 4831.140998 = -2903231.405871
  nChanged 308
		SP:Iteration 17Q (54515.660000 sec): 3 clusters
  Score: Raw -2908324.001377 + Penalty 4831.140998 = -2903492.860379
  nChanged 209
		SP:Iteration 18Q (54515.950000 sec): 3 clusters
  Score: Raw -2908514.640217 + Penalty 4831.140998 = -2903683.499219
  nChanged 165
		SP:Iteration 19Q (54516.280000 sec): 3 clusters
  Score: Raw -2908690.905424 + Penalty 4831.140998 = -2903859.764426
  nChanged 125
		SP:Iteration 20F (54516.580000 sec): 3 clusters
  Score: Raw -2908804.677215 + Penalty 4831.140998 = -2903973.536217
  nChanged 80
		SP:Iteration 21Q (54516.910000 sec): 3 clusters
  Score: Raw -2908865.572984 + Penalty 4831.140998 = -2904034.431986
  nChanged 55
		SP:Iteration 22Q (54517.160000 sec): 3 clusters
  Score: Raw -2908897.583370 + Penalty 4831.140998 = -2904066.442372
  nChanged 33
		SP:Iteration 23Q (54517.410000 sec): 3 clusters
  Score: Raw -2908911.919461 + Penalty 4831.140998 = -2904080.778463
  nChanged 25
		SP:Iteration 24Q (54517.660000 sec): 3 clusters
  Score: Raw -2908924.020710 + Penalty 4831.140998 = -2904092.879713
  nChanged 23
		SP:Iteration 25Q (54517.950000 sec): 3 clusters
  Score: Raw -2908936.140621 + Penalty 4831.140998 = -2904104.999623
  nChanged 10
		SP:Iteration 26Q (54518.240000 sec): 3 clusters
  Score: Raw -2908940.462246 + Penalty 4831.140998 = -2904109.321248
  nChanged 9
		SP:Iteration 27Q (54518.530000 sec): 3 clusters
  Score: Raw -2908943.853419 + Penalty 4831.140998 = -2904112.712421
  nChanged 11
		SP:Iteration 28Q (54518.740000 sec): 3 clusters
  Score: Raw -2908949.295067 + Penalty 4831.140998 = -2904118.154069
  nChanged 15
		SP:Iteration 29Q (54518.950000 sec): 3 clusters
  Score: Raw -2908953.852301 + Penalty 4831.140998 = -2904122.711303
  nChanged 5
		SP:Iteration 30Q (54519.190000 sec): 3 clusters
  Score: Raw -2908955.841871 + Penalty 4831.140998 = -2904124.700873
  nChanged 7
		SP:Iteration 31Q (54519.460000 sec): 3 clusters
  Score: Raw -2908958.129260 + Penalty 4831.140998 = -2904126.988263
  nChanged 5
		SP:Iteration 32Q (54519.760000 sec): 3 clusters
  Score: Raw -2908960.379842 + Penalty 4831.140998 = -2904129.238844
  nChanged 4
		SP:Iteration 33Q (54520.040000 sec): 3 clusters
  Score: Raw -2908961.735772 + Penalty 4831.140998 = -2904130.594775
  nChanged 3
		SP:Iteration 34Q (54520.340000 sec): 3 clusters
  Score: Raw -2908962.591448 + Penalty 4831.140998 = -2904131.450451
  nChanged 3
		SP:Iteration 35Q (54520.630000 sec): 3 clusters
  Score: Raw -2908963.354732 + Penalty 4831.140998 = -2904132.213734
  nChanged 2
		SP:Iteration 36Q (54520.880000 sec): 3 clusters
  Score: Raw -2908963.733811 + Penalty 4831.140998 = -2904132.592813
  nChanged 0
		SP:Iteration 37F (54521.170000 sec): 3 clusters
  Score: Raw -2908963.733811 + Penalty 4831.140998 = -2904132.592813
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 38 (21406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54521.370000 sec): 2 clusters
  Score: Raw -3743674.262681 + Penalty 2472.913781 = -3741201.348900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54521.780000 sec): 3 clusters
  Score: Raw -3731113.458493 + Penalty 4945.827562 = -3726167.630931
  nChanged 9511
		SP:Iteration 1F (54522.190000 sec): 3 clusters
  Score: Raw -3736436.966863 + Penalty 4945.827562 = -3731491.139301
  nChanged 1321
		SP:Iteration 2F (54522.460000 sec): 3 clusters
  Score: Raw -3737283.199050 + Penalty 4945.827562 = -3732337.371488
  nChanged 1348
		SP:Iteration 3F (54522.850000 sec): 3 clusters
  Score: Raw -3738141.257860 + Penalty 4945.827562 = -3733195.430298
  nChanged 1340
		SP:Iteration 4F (54523.200000 sec): 3 clusters
  Score: Raw -3738935.472300 + Penalty 4945.827562 = -3733989.644739
  nChanged 1277
		SP:Iteration 5F (54523.570000 sec): 3 clusters
  Score: Raw -3739643.515977 + Penalty 4945.827562 = -3734697.688416
  nChanged 1190
		SP:Iteration 6F (54523.930000 sec): 3 clusters
  Score: Raw -3740275.329450 + Penalty 4945.827562 = -3735329.501888
  nChanged 1116
		SP:Iteration 7F (54524.260000 sec): 3 clusters
  Score: Raw -3740895.469802 + Penalty 4945.827562 = -3735949.642240
  nChanged 987
		SP:Iteration 8Q (54524.540000 sec): 3 clusters
  Score: Raw -3741412.042162 + Penalty 4945.827562 = -3736466.214600
  nChanged 841
		SP:Iteration 9Q (54524.920000 sec): 3 clusters
  Score: Raw -3741862.187595 + Penalty 4945.827562 = -3736916.360034
  nChanged 688
		SP:Iteration 10Q (54525.200000 sec): 3 clusters
  Score: Raw -3742217.014574 + Penalty 4945.827562 = -3737271.187013
  nChanged 591
		SP:Iteration 11Q (54525.600000 sec): 3 clusters
  Score: Raw -3742498.400526 + Penalty 4945.827562 = -3737552.572964
  nChanged 512
		SP:Iteration 12Q (54525.940000 sec): 3 clusters
  Score: Raw -3742723.565260 + Penalty 4945.827562 = -3737777.737699
  nChanged 484
		SP:Iteration 13Q (54526.300000 sec): 3 clusters
  Score: Raw -3742934.017043 + Penalty 4945.827562 = -3737988.189481
  nChanged 447
		SP:Iteration 14Q (54526.630000 sec): 3 clusters
  Score: Raw -3743123.752748 + Penalty 4945.827562 = -3738177.925186
  nChanged 441
		SP:Iteration 15Q (54526.990000 sec): 3 clusters
  Score: Raw -3743329.368351 + Penalty 4945.827562 = -3738383.540790
  nChanged 473
		SP:Iteration 16Q (54527.400000 sec): 3 clusters
  Score: Raw -3743561.494568 + Penalty 4945.827562 = -3738615.667006
  nChanged 469
		SP:Iteration 17Q (54527.640000 sec): 3 clusters
  Score: Raw -3743809.033164 + Penalty 4945.827562 = -3738863.205602
  nChanged 445
		SP:Iteration 18Q (54528.040000 sec): 3 clusters
  Score: Raw -3744042.405742 + Penalty 4945.827562 = -3739096.578180
  nChanged 367
		SP:Iteration 19Q (54528.420000 sec): 3 clusters
  Score: Raw -3744212.980709 + Penalty 4945.827562 = -3739267.153148
  nChanged 274
		SP:Iteration 20F (54528.810000 sec): 3 clusters
  Score: Raw -3744331.751709 + Penalty 4945.827562 = -3739385.924147
  nChanged 198
		SP:Iteration 21Q (54529.170000 sec): 3 clusters
  Score: Raw -3744410.051558 + Penalty 4945.827562 = -3739464.223996
  nChanged 146
		SP:Iteration 22Q (54529.540000 sec): 3 clusters
  Score: Raw -3744465.686599 + Penalty 4945.827562 = -3739519.859038
  nChanged 117
		SP:Iteration 23Q (54529.910000 sec): 3 clusters
  Score: Raw -3744509.985766 + Penalty 4945.827562 = -3739564.158204
  nChanged 106
		SP:Iteration 24Q (54530.290000 sec): 3 clusters
  Score: Raw -3744553.419099 + Penalty 4945.827562 = -3739607.591538
  nChanged 75
		SP:Iteration 25Q (54530.650000 sec): 3 clusters
  Score: Raw -3744579.520679 + Penalty 4945.827562 = -3739633.693117
  nChanged 64
		SP:Iteration 26Q (54531.070000 sec): 3 clusters
  Score: Raw -3744598.461361 + Penalty 4945.827562 = -3739652.633800
  nChanged 47
		SP:Iteration 27Q (54531.430000 sec): 3 clusters
  Score: Raw -3744612.155028 + Penalty 4945.827562 = -3739666.327467
  nChanged 31
		SP:Iteration 28Q (54531.810000 sec): 3 clusters
  Score: Raw -3744621.086097 + Penalty 4945.827562 = -3739675.258535
  nChanged 26
		SP:Iteration 29Q (54532.190000 sec): 3 clusters
  Score: Raw -3744629.996154 + Penalty 4945.827562 = -3739684.168592
  nChanged 22
		SP:Iteration 30Q (54532.520000 sec): 3 clusters
  Score: Raw -3744638.009120 + Penalty 4945.827562 = -3739692.181558
  nChanged 20
		SP:Iteration 31Q (54532.850000 sec): 3 clusters
  Score: Raw -3744642.984717 + Penalty 4945.827562 = -3739697.157155
  nChanged 13
		SP:Iteration 32Q (54533.270000 sec): 3 clusters
  Score: Raw -3744647.976315 + Penalty 4945.827562 = -3739702.148753
  nChanged 16
		SP:Iteration 33Q (54533.530000 sec): 3 clusters
  Score: Raw -3744653.243490 + Penalty 4945.827562 = -3739707.415928
  nChanged 18
		SP:Iteration 34Q (54533.930000 sec): 3 clusters
  Score: Raw -3744659.460129 + Penalty 4945.827562 = -3739713.632568
  nChanged 12
		SP:Iteration 35Q (54534.370000 sec): 3 clusters
  Score: Raw -3744663.027620 + Penalty 4945.827562 = -3739717.200059
  nChanged 8
		SP:Iteration 36Q (54534.710000 sec): 3 clusters
  Score: Raw -3744666.519913 + Penalty 4945.827562 = -3739720.692351
  nChanged 11
		SP:Iteration 37Q (54535.080000 sec): 3 clusters
  Score: Raw -3744669.153311 + Penalty 4945.827562 = -3739723.325749
  nChanged 2
		SP:Iteration 38Q (54535.460000 sec): 3 clusters
  Score: Raw -3744669.680911 + Penalty 4945.827562 = -3739723.853350
  nChanged 2
		SP:Iteration 39Q (54535.800000 sec): 3 clusters
  Score: Raw -3744670.042639 + Penalty 4945.827562 = -3739724.215077
  nChanged 1
		SP:Iteration 40F (54536.170000 sec): 3 clusters
  Score: Raw -3744670.161062 + Penalty 4945.827562 = -3739724.333500
  nChanged 1
		SP:Iteration 41Q (54536.510000 sec): 3 clusters
  Score: Raw -3744670.444845 + Penalty 4945.827562 = -3739724.617283
  nChanged 3
		SP:Iteration 42Q (54536.890000 sec): 3 clusters
  Score: Raw -3744671.712056 + Penalty 4945.827562 = -3739725.884495
  nChanged 2
		SP:Iteration 43Q (54537.290000 sec): 3 clusters
  Score: Raw -3744672.182003 + Penalty 4945.827562 = -3739726.354441
  nChanged 3
		SP:Iteration 44Q (54537.530000 sec): 3 clusters
  Score: Raw -3744673.372925 + Penalty 4945.827562 = -3739727.545363
  nChanged 3
		SP:Iteration 45Q (54537.830000 sec): 3 clusters
  Score: Raw -3744674.053246 + Penalty 4945.827562 = -3739728.225684
  nChanged 3
		SP:Iteration 46Q (54538.210000 sec): 3 clusters
  Score: Raw -3744674.529971 + Penalty 4945.827562 = -3739728.702409
  nChanged 1
		SP:Iteration 47Q (54538.550000 sec): 3 clusters
  Score: Raw -3744674.724509 + Penalty 4945.827562 = -3739728.896948
  nChanged 1
		SP:Iteration 48Q (54538.930000 sec): 3 clusters
  Score: Raw -3744674.845409 + Penalty 4945.827562 = -3739729.017847
  nChanged 1
		SP:Iteration 49Q (54539.260000 sec): 3 clusters
  Score: Raw -3744675.057690 + Penalty 4945.827562 = -3739729.230129
  nChanged 1
		SP:Iteration 50Q (54539.640000 sec): 3 clusters
  Score: Raw -3744675.377961 + Penalty 4945.827562 = -3739729.550400
  nChanged 1
		SP:Iteration 51Q (54539.970000 sec): 3 clusters
  Score: Raw -3744675.611657 + Penalty 4945.827562 = -3739729.784096
  nChanged 1
		SP:Iteration 52Q (54540.350000 sec): 3 clusters
  Score: Raw -3744675.867656 + Penalty 4945.827562 = -3739730.040094
  nChanged 0
		SP:Iteration 53F (54540.760000 sec): 3 clusters
  Score: Raw -3744675.867656 + Penalty 4945.827562 = -3739730.040094
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 39 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54540.840000 sec): 2 clusters
  Score: Raw -20566.375424 + Penalty 1229.045110 = -19337.330314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54541.020000 sec): 3 clusters
  Score: Raw -20896.408223 + Penalty 2458.090221 = -18438.318002
  nChanged 1
		SP:Iteration 1Q (54541.190000 sec): 3 clusters
  Score: Raw -20899.974273 + Penalty 2458.090221 = -18441.884053
  nChanged 1
		SP:Iteration 2Q (54541.370000 sec): 3 clusters
  Score: Raw -20905.614136 + Penalty 2458.090221 = -18447.523915
  nChanged 1
		SP:Iteration 3Q (54541.540000 sec): 3 clusters
  Score: Raw -20910.545268 + Penalty 2458.090221 = -18452.455048
  nChanged 0
		SP:Iteration 4F (54541.720000 sec): 3 clusters
  Score: Raw -20910.545268 + Penalty 2458.090221 = -18452.455048
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 40 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54541.810000 sec): 2 clusters
  Score: Raw -66434.522386 + Penalty 1488.350890 = -64946.171496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54541.980000 sec): 3 clusters
  Score: Raw -66520.854361 + Penalty 2976.701779 = -63544.152581
  nChanged 51
		SP:Iteration 1F (54542.160000 sec): 3 clusters
  Score: Raw -66660.116142 + Penalty 2976.701779 = -63683.414363
  nChanged 17
		SP:Iteration 2Q (54542.340000 sec): 3 clusters
  Score: Raw -66706.286507 + Penalty 2976.701779 = -63729.584728
  nChanged 9
		SP:Iteration 3Q (54542.510000 sec): 3 clusters
  Score: Raw -66735.437793 + Penalty 2976.701779 = -63758.736013
  nChanged 8
		SP:Iteration 4Q (54542.690000 sec): 3 clusters
  Score: Raw -66755.972154 + Penalty 2976.701779 = -63779.270374
  nChanged 1
		SP:Iteration 5Q (54542.860000 sec): 3 clusters
  Score: Raw -66759.836713 + Penalty 2976.701779 = -63783.134934
  nChanged 1
		SP:Iteration 6Q (54543.040000 sec): 3 clusters
  Score: Raw -66766.845920 + Penalty 2976.701779 = -63790.144140
  nChanged 1
		SP:Iteration 7Q (54543.210000 sec): 3 clusters
  Score: Raw -66767.333219 + Penalty 2976.701779 = -63790.631440
  nChanged 1
		SP:Iteration 8Q (54543.390000 sec): 3 clusters
  Score: Raw -66771.781848 + Penalty 2976.701779 = -63795.080068
  nChanged 2
		SP:Iteration 9Q (54543.560000 sec): 3 clusters
  Score: Raw -66775.772993 + Penalty 2976.701779 = -63799.071214
  nChanged 0
		SP:Iteration 10F (54543.740000 sec): 3 clusters
  Score: Raw -66775.772993 + Penalty 2976.701779 = -63799.071214
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 41 (519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54543.830000 sec): 2 clusters
  Score: Raw -70613.302002 + Penalty 1550.472163 = -69062.829839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54544.000000 sec): 3 clusters
  Score: Raw -70775.784366 + Penalty 3100.944326 = -67674.840040
  nChanged 126
		SP:Iteration 1F (54544.180000 sec): 3 clusters
  Score: Raw -71246.321284 + Penalty 3100.944326 = -68145.376957
  nChanged 54
		SP:Iteration 2F (54544.360000 sec): 3 clusters
  Score: Raw -71567.524495 + Penalty 3100.944326 = -68466.580169
  nChanged 31
		SP:Iteration 3F (54544.530000 sec): 3 clusters
  Score: Raw -71715.885530 + Penalty 3100.944326 = -68614.941204
  nChanged 31
		SP:Iteration 4F (54544.710000 sec): 3 clusters
  Score: Raw -71879.039527 + Penalty 3100.944326 = -68778.095201
  nChanged 31
		SP:Iteration 5F (54544.880000 sec): 3 clusters
  Score: Raw -72144.690887 + Penalty 3100.944326 = -69043.746561
  nChanged 25
		SP:Iteration 6Q (54545.060000 sec): 3 clusters
  Score: Raw -72541.887077 + Penalty 3100.944326 = -69440.942751
  nChanged 26
		SP:Iteration 7F (54545.240000 sec): 3 clusters
  Score: Raw -73241.687064 + Penalty 3100.944326 = -70140.742738
  nChanged 19
		SP:Iteration 8Q (54545.410000 sec): 3 clusters
  Score: Raw -73594.323246 + Penalty 3100.944326 = -70493.378920
  nChanged 10
		SP:Iteration 9Q (54545.590000 sec): 3 clusters
  Score: Raw -73729.473180 + Penalty 3100.944326 = -70628.528854
  nChanged 4
		SP:Iteration 10Q (54545.760000 sec): 3 clusters
  Score: Raw -73779.916731 + Penalty 3100.944326 = -70678.972405
  nChanged 3
		SP:Iteration 11Q (54545.940000 sec): 3 clusters
  Score: Raw -73813.066567 + Penalty 3100.944326 = -70712.122241
  nChanged 3
		SP:Iteration 12Q (54546.120000 sec): 3 clusters
  Score: Raw -73850.746199 + Penalty 3100.944326 = -70749.801873
  nChanged 1
		SP:Iteration 13Q (54546.290000 sec): 3 clusters
  Score: Raw -73857.283618 + Penalty 3100.944326 = -70756.339292
  nChanged 1
		SP:Iteration 14Q (54546.470000 sec): 3 clusters
  Score: Raw -73859.856811 + Penalty 3100.944326 = -70758.912484
  nChanged 0
		SP:Iteration 15F (54546.640000 sec): 3 clusters
  Score: Raw -73859.856811 + Penalty 3100.944326 = -70758.912484
  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 3.87 GB.

 Trying to split cluster 42 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54546.730000 sec): 2 clusters
  Score: Raw -41605.268508 + Penalty 1372.280593 = -40232.987915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54546.910000 sec): 3 clusters
  Score: Raw -41794.369213 + Penalty 2744.561186 = -39049.808027
  nChanged 18
		SP:Iteration 1F (54547.080000 sec): 3 clusters
  Score: Raw -41851.436973 + Penalty 2744.561186 = -39106.875787
  nChanged 4
		SP:Iteration 2Q (54547.260000 sec): 3 clusters
  Score: Raw -41863.808196 + Penalty 2744.561186 = -39119.247010
  nChanged 3
		SP:Iteration 3Q (54547.440000 sec): 3 clusters
  Score: Raw -41874.586908 + Penalty 2744.561186 = -39130.025721
  nChanged 1
		SP:Iteration 4Q (54547.610000 sec): 3 clusters
  Score: Raw -41880.549476 + Penalty 2744.561186 = -39135.988289
  nChanged 2
		SP:Iteration 5Q (54547.790000 sec): 3 clusters
  Score: Raw -41886.434940 + Penalty 2744.561186 = -39141.873753
  nChanged 1
		SP:Iteration 6Q (54547.960000 sec): 3 clusters
  Score: Raw -41890.933524 + Penalty 2744.561186 = -39146.372337
  nChanged 1
		SP:Iteration 7Q (54548.140000 sec): 3 clusters
  Score: Raw -41899.025241 + Penalty 2744.561186 = -39154.464055
  nChanged 2
		SP:Iteration 8Q (54548.320000 sec): 3 clusters
  Score: Raw -41910.637172 + Penalty 2744.561186 = -39166.075985
  nChanged 1
		SP:Iteration 9Q (54548.490000 sec): 3 clusters
  Score: Raw -41913.017248 + Penalty 2744.561186 = -39168.456062
  nChanged 0
		SP:Iteration 10F (54548.670000 sec): 3 clusters
  Score: Raw -41913.017248 + Penalty 2744.561186 = -39168.456062
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 43 (2168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54548.740000 sec): 2 clusters
  Score: Raw -356843.271985 + Penalty 1905.026970 = -354938.245015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54548.920000 sec): 3 clusters
  Score: Raw -356040.491108 + Penalty 3810.053940 = -352230.437168
  nChanged 745
		SP:Iteration 1F (54549.100000 sec): 3 clusters
  Score: Raw -356616.234144 + Penalty 3810.053940 = -352806.180204
  nChanged 185
		SP:Iteration 2F (54549.270000 sec): 3 clusters
  Score: Raw -356834.332538 + Penalty 3810.053940 = -353024.278599
  nChanged 135
		SP:Iteration 3F (54549.450000 sec): 3 clusters
  Score: Raw -356975.430723 + Penalty 3810.053940 = -353165.376783
  nChanged 93
		SP:Iteration 4Q (54549.620000 sec): 3 clusters
  Score: Raw -357059.614883 + Penalty 3810.053940 = -353249.560943
  nChanged 77
		SP:Iteration 5Q (54549.800000 sec): 3 clusters
  Score: Raw -357142.769854 + Penalty 3810.053940 = -353332.715914
  nChanged 67
		SP:Iteration 6Q (54549.980000 sec): 3 clusters
  Score: Raw -357219.643899 + Penalty 3810.053940 = -353409.589959
  nChanged 61
		SP:Iteration 7Q (54550.150000 sec): 3 clusters
  Score: Raw -357297.221329 + Penalty 3810.053940 = -353487.167389
  nChanged 68
		SP:Iteration 8Q (54550.330000 sec): 3 clusters
  Score: Raw -357374.442391 + Penalty 3810.053940 = -353564.388451
  nChanged 56
		SP:Iteration 9Q (54550.500000 sec): 3 clusters
  Score: Raw -357443.436070 + Penalty 3810.053940 = -353633.382130
  nChanged 60
		SP:Iteration 10Q (54550.680000 sec): 3 clusters
  Score: Raw -357517.609816 + Penalty 3810.053940 = -353707.555876
  nChanged 51
		SP:Iteration 11Q (54550.860000 sec): 3 clusters
  Score: Raw -357605.344701 + Penalty 3810.053940 = -353795.290761
  nChanged 57
		SP:Iteration 12Q (54551.030000 sec): 3 clusters
  Score: Raw -357706.109471 + Penalty 3810.053940 = -353896.055532
  nChanged 55
		SP:Iteration 13Q (54551.210000 sec): 3 clusters
  Score: Raw -357802.091451 + Penalty 3810.053940 = -353992.037511
  nChanged 64
		SP:Iteration 14Q (54551.390000 sec): 3 clusters
  Score: Raw -357899.038572 + Penalty 3810.053940 = -354088.984633
  nChanged 55
		SP:Iteration 15Q (54551.560000 sec): 3 clusters
  Score: Raw -357964.780336 + Penalty 3810.053940 = -354154.726396
  nChanged 43
		SP:Iteration 16Q (54551.740000 sec): 3 clusters
  Score: Raw -358012.812539 + Penalty 3810.053940 = -354202.758599
  nChanged 34
		SP:Iteration 17Q (54551.910000 sec): 3 clusters
  Score: Raw -358035.220925 + Penalty 3810.053940 = -354225.166985
  nChanged 22
		SP:Iteration 18Q (54552.090000 sec): 3 clusters
  Score: Raw -358055.393081 + Penalty 3810.053940 = -354245.339142
  nChanged 26
		SP:Iteration 19Q (54552.270000 sec): 3 clusters
  Score: Raw -358077.405152 + Penalty 3810.053940 = -354267.351212
  nChanged 16
		SP:Iteration 20F (54552.440000 sec): 3 clusters
  Score: Raw -358095.008145 + Penalty 3810.053940 = -354284.954205
  nChanged 10
		SP:Iteration 21Q (54552.620000 sec): 3 clusters
  Score: Raw -358104.647163 + Penalty 3810.053940 = -354294.593223
  nChanged 11
		SP:Iteration 22Q (54552.790000 sec): 3 clusters
  Score: Raw -358112.756989 + Penalty 3810.053940 = -354302.703049
  nChanged 7
		SP:Iteration 23Q (54552.970000 sec): 3 clusters
  Score: Raw -358118.363551 + Penalty 3810.053940 = -354308.309612
  nChanged 6
		SP:Iteration 24Q (54553.150000 sec): 3 clusters
  Score: Raw -358120.314864 + Penalty 3810.053940 = -354310.260925
  nChanged 4
		SP:Iteration 25Q (54553.320000 sec): 3 clusters
  Score: Raw -358122.156176 + Penalty 3810.053940 = -354312.102236
  nChanged 4
		SP:Iteration 26Q (54553.500000 sec): 3 clusters
  Score: Raw -358123.868992 + Penalty 3810.053940 = -354313.815052
  nChanged 4
		SP:Iteration 27Q (54553.670000 sec): 3 clusters
  Score: Raw -358126.267166 + Penalty 3810.053940 = -354316.213226
  nChanged 2
		SP:Iteration 28Q (54553.850000 sec): 3 clusters
  Score: Raw -358127.819766 + Penalty 3810.053940 = -354317.765826
  nChanged 2
		SP:Iteration 29Q (54553.990000 sec): 3 clusters
  Score: Raw -358129.275044 + Penalty 3810.053940 = -354319.221104
  nChanged 0
		SP:Iteration 30F (54554.050000 sec): 3 clusters
  Score: Raw -358129.275044 + Penalty 3810.053940 = -354319.221104
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 44 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54554.070000 sec): 2 clusters
  Score: Raw -23286.729302 + Penalty 1253.948960 = -22032.780342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54554.080000 sec): 3 clusters
  Score: Raw -24067.083016 + Penalty 2507.897919 = -21559.185097
  nChanged 27
		SP:Iteration 1F (54554.090000 sec): 3 clusters
  Score: Raw -24281.852609 + Penalty 2507.897919 = -21773.954690
  nChanged 5
		SP:Iteration 2Q (54554.100000 sec): 3 clusters
  Score: Raw -24357.319296 + Penalty 2507.897919 = -21849.421377
  nChanged 1
		SP:Iteration 3Q (54554.110000 sec): 3 clusters
  Score: Raw -24369.560164 + Penalty 2507.897919 = -21861.662245
  nChanged 1
		SP:Iteration 4Q (54554.110000 sec): 3 clusters
  Score: Raw -24376.388319 + Penalty 2507.897919 = -21868.490400
  nChanged 0
		SP:Iteration 5F (54554.120000 sec): 3 clusters
  Score: Raw -24376.388319 + Penalty 2507.897919 = -21868.490400
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 46 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54554.210000 sec): 2 clusters
  Score: Raw -177460.280522 + Penalty 1719.247077 = -175741.033445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54554.270000 sec): 3 clusters
  Score: Raw -177244.831962 + Penalty 3438.494154 = -173806.337808
  nChanged 255
		SP:Iteration 1F (54554.300000 sec): 3 clusters
  Score: Raw -177526.754687 + Penalty 3438.494154 = -174088.260533
  nChanged 56
		SP:Iteration 2F (54554.330000 sec): 3 clusters
  Score: Raw -177601.015732 + Penalty 3438.494154 = -174162.521578
  nChanged 35
		SP:Iteration 3Q (54554.370000 sec): 3 clusters
  Score: Raw -177643.285302 + Penalty 3438.494154 = -174204.791148
  nChanged 27
		SP:Iteration 4Q (54554.400000 sec): 3 clusters
  Score: Raw -177669.957833 + Penalty 3438.494154 = -174231.463679
  nChanged 12
		SP:Iteration 5Q (54554.430000 sec): 3 clusters
  Score: Raw -177681.780722 + Penalty 3438.494154 = -174243.286568
  nChanged 3
		SP:Iteration 6Q (54554.460000 sec): 3 clusters
  Score: Raw -177685.718009 + Penalty 3438.494154 = -174247.223855
  nChanged 1
		SP:Iteration 7Q (54554.510000 sec): 3 clusters
  Score: Raw -177686.906065 + Penalty 3438.494154 = -174248.411911
  nChanged 0
		SP:Iteration 8F (54554.540000 sec): 3 clusters
  Score: Raw -177686.906065 + Penalty 3438.494154 = -174248.411911
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 47 (536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54554.570000 sec): 2 clusters
  Score: Raw -86315.596766 + Penalty 1558.465272 = -84757.131494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54554.590000 sec): 3 clusters
  Score: Raw -86358.564303 + Penalty 3116.930544 = -83241.633759
  nChanged 106
		SP:Iteration 1F (54554.620000 sec): 3 clusters
  Score: Raw -86574.445207 + Penalty 3116.930544 = -83457.514663
  nChanged 28
		SP:Iteration 2F (54554.640000 sec): 3 clusters
  Score: Raw -86654.244765 + Penalty 3116.930544 = -83537.314221
  nChanged 15
		SP:Iteration 3Q (54554.670000 sec): 3 clusters
  Score: Raw -86709.566278 + Penalty 3116.930544 = -83592.635734
  nChanged 7
		SP:Iteration 4Q (54554.690000 sec): 3 clusters
  Score: Raw -86746.074324 + Penalty 3116.930544 = -83629.143780
  nChanged 5
		SP:Iteration 5Q (54554.710000 sec): 3 clusters
  Score: Raw -86776.463443 + Penalty 3116.930544 = -83659.532899
  nChanged 2
		SP:Iteration 6Q (54554.730000 sec): 3 clusters
  Score: Raw -86781.014062 + Penalty 3116.930544 = -83664.083518
  nChanged 1
		SP:Iteration 7Q (54554.760000 sec): 3 clusters
  Score: Raw -86783.134442 + Penalty 3116.930544 = -83666.203898
  nChanged 2
		SP:Iteration 8Q (54554.780000 sec): 3 clusters
  Score: Raw -86792.644035 + Penalty 3116.930544 = -83675.713491
  nChanged 1
		SP:Iteration 9Q (54554.800000 sec): 3 clusters
  Score: Raw -86795.523123 + Penalty 3116.930544 = -83678.592579
  nChanged 1
		SP:Iteration 10Q (54554.830000 sec): 3 clusters
  Score: Raw -86796.976465 + Penalty 3116.930544 = -83680.045921
  nChanged 1
		SP:Iteration 11Q (54554.850000 sec): 3 clusters
  Score: Raw -86802.287407 + Penalty 3116.930544 = -83685.356864
  nChanged 3
		SP:Iteration 12Q (54554.870000 sec): 3 clusters
  Score: Raw -86807.189205 + Penalty 3116.930544 = -83690.258661
  nChanged 2
		SP:Iteration 13Q (54554.890000 sec): 3 clusters
  Score: Raw -86812.829128 + Penalty 3116.930544 = -83695.898584
  nChanged 2
		SP:Iteration 14Q (54554.920000 sec): 3 clusters
  Score: Raw -86817.675010 + Penalty 3116.930544 = -83700.744466
  nChanged 2
		SP:Iteration 15Q (54554.940000 sec): 3 clusters
  Score: Raw -86823.249794 + Penalty 3116.930544 = -83706.319250
  nChanged 3
		SP:Iteration 16Q (54554.970000 sec): 3 clusters
  Score: Raw -86831.377807 + Penalty 3116.930544 = -83714.447263
  nChanged 2
		SP:Iteration 17Q (54554.990000 sec): 3 clusters
  Score: Raw -86834.157717 + Penalty 3116.930544 = -83717.227174
  nChanged 0
		SP:Iteration 18F (54555.010000 sec): 3 clusters
  Score: Raw -86834.157717 + Penalty 3116.930544 = -83717.227174
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 48 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54555.030000 sec): 2 clusters
  Score: Raw -28029.887951 + Penalty 1311.490224 = -26718.397728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54555.040000 sec): 3 clusters
  Score: Raw -28350.316486 + Penalty 2622.980447 = -25727.336039
  nChanged 26
		SP:Iteration 1F (54555.050000 sec): 3 clusters
  Score: Raw -28507.960495 + Penalty 2622.980447 = -25884.980048
  nChanged 14
		SP:Iteration 2F (54555.190000 sec): 3 clusters
  Score: Raw -28694.977157 + Penalty 2622.980447 = -26071.996710
  nChanged 14
		SP:Iteration 3F (54555.360000 sec): 3 clusters
  Score: Raw -28769.448273 + Penalty 2622.980447 = -26146.467826
  nChanged 10
		SP:Iteration 4F (54555.540000 sec): 3 clusters
  Score: Raw -28876.045865 + Penalty 2622.980447 = -26253.065418
  nChanged 4
		SP:Iteration 5Q (54555.710000 sec): 3 clusters
  Score: Raw -28908.901002 + Penalty 2622.980447 = -26285.920555
  nChanged 4
		SP:Iteration 6Q (54555.890000 sec): 3 clusters
  Score: Raw -29088.973955 + Penalty 2622.980447 = -26465.993508
  nChanged 4
		SP:Iteration 7Q (54556.070000 sec): 3 clusters
  Score: Raw -29264.406986 + Penalty 2622.980447 = -26641.426539
  nChanged 3
		SP:Iteration 8Q (54556.240000 sec): 3 clusters
  Score: Raw -29303.196212 + Penalty 2622.980447 = -26680.215764
  nChanged 1
		SP:Iteration 9Q (54556.420000 sec): 3 clusters
  Score: Raw -29326.498657 + Penalty 2622.980447 = -26703.518210
  nChanged 1
		SP:Iteration 10Q (54556.590000 sec): 3 clusters
  Score: Raw -29401.114957 + Penalty 2622.980447 = -26778.134509
  nChanged 0
		SP:Iteration 11F (54556.770000 sec): 3 clusters
  Score: Raw -29401.114957 + Penalty 2622.980447 = -26778.134509
  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 3.87 GB.

 Trying to split cluster 49 (290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54556.850000 sec): 2 clusters
  Score: Raw -30987.373006 + Penalty 1406.130469 = -29581.242538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54557.030000 sec): 3 clusters
  Score: Raw -31158.335919 + Penalty 2812.260938 = -28346.074981
  nChanged 46
		SP:Iteration 1F (54557.210000 sec): 3 clusters
  Score: Raw -31283.768042 + Penalty 2812.260938 = -28471.507104
  nChanged 10
		SP:Iteration 2Q (54557.380000 sec): 3 clusters
  Score: Raw -31322.385100 + Penalty 2812.260938 = -28510.124162
  nChanged 7
		SP:Iteration 3Q (54557.560000 sec): 3 clusters
  Score: Raw -31345.019495 + Penalty 2812.260938 = -28532.758557
  nChanged 2
		SP:Iteration 4Q (54557.730000 sec): 3 clusters
  Score: Raw -31349.955670 + Penalty 2812.260938 = -28537.694733
  nChanged 2
		SP:Iteration 5Q (54557.910000 sec): 3 clusters
  Score: Raw -31355.421374 + Penalty 2812.260938 = -28543.160437
  nChanged 2
		SP:Iteration 6Q (54558.090000 sec): 3 clusters
  Score: Raw -31360.114552 + Penalty 2812.260938 = -28547.853614
  nChanged 1
		SP:Iteration 7Q (54558.260000 sec): 3 clusters
  Score: Raw -31361.951298 + Penalty 2812.260938 = -28549.690360
  nChanged 0
		SP:Iteration 8F (54558.440000 sec): 3 clusters
  Score: Raw -31361.951298 + Penalty 2812.260938 = -28549.690360
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 50 (1571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54558.530000 sec): 2 clusters
  Score: Raw -272441.817801 + Penalty 1825.147974 = -270616.669827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54558.700000 sec): 3 clusters
  Score: Raw -271923.721282 + Penalty 3650.295949 = -268273.425334
  nChanged 487
		SP:Iteration 1F (54558.880000 sec): 3 clusters
  Score: Raw -272377.490103 + Penalty 3650.295949 = -268727.194155
  nChanged 127
		SP:Iteration 2F (54559.050000 sec): 3 clusters
  Score: Raw -272521.855622 + Penalty 3650.295949 = -268871.559673
  nChanged 74
		SP:Iteration 3Q (54559.230000 sec): 3 clusters
  Score: Raw -272620.414372 + Penalty 3650.295949 = -268970.118423
  nChanged 61
		SP:Iteration 4Q (54559.410000 sec): 3 clusters
  Score: Raw -272683.482739 + Penalty 3650.295949 = -269033.186790
  nChanged 28
		SP:Iteration 5Q (54559.540000 sec): 3 clusters
  Score: Raw -272706.069686 + Penalty 3650.295949 = -269055.773737
  nChanged 19
		SP:Iteration 6Q (54559.710000 sec): 3 clusters
  Score: Raw -272724.122112 + Penalty 3650.295949 = -269073.826163
  nChanged 11
		SP:Iteration 7Q (54559.890000 sec): 3 clusters
  Score: Raw -272735.923680 + Penalty 3650.295949 = -269085.627731
  nChanged 10
		SP:Iteration 8Q (54560.070000 sec): 3 clusters
  Score: Raw -272744.283115 + Penalty 3650.295949 = -269093.987166
  nChanged 10
		SP:Iteration 9Q (54560.240000 sec): 3 clusters
  Score: Raw -272753.009493 + Penalty 3650.295949 = -269102.713545
  nChanged 7
		SP:Iteration 10Q (54560.420000 sec): 3 clusters
  Score: Raw -272760.134529 + Penalty 3650.295949 = -269109.838581
  nChanged 7
		SP:Iteration 11Q (54560.590000 sec): 3 clusters
  Score: Raw -272767.231024 + Penalty 3650.295949 = -269116.935076
  nChanged 8
		SP:Iteration 12Q (54560.770000 sec): 3 clusters
  Score: Raw -272773.407700 + Penalty 3650.295949 = -269123.111751
  nChanged 11
		SP:Iteration 13Q (54560.950000 sec): 3 clusters
  Score: Raw -272783.295223 + Penalty 3650.295949 = -269132.999275
  nChanged 9
		SP:Iteration 14Q (54561.120000 sec): 3 clusters
  Score: Raw -272791.255249 + Penalty 3650.295949 = -269140.959300
  nChanged 6
		SP:Iteration 15Q (54561.300000 sec): 3 clusters
  Score: Raw -272796.542812 + Penalty 3650.295949 = -269146.246863
  nChanged 6
		SP:Iteration 16Q (54561.470000 sec): 3 clusters
  Score: Raw -272802.285208 + Penalty 3650.295949 = -269151.989260
  nChanged 6
		SP:Iteration 17Q (54561.650000 sec): 3 clusters
  Score: Raw -272806.860948 + Penalty 3650.295949 = -269156.564999
  nChanged 6
		SP:Iteration 18Q (54561.830000 sec): 3 clusters
  Score: Raw -272811.294906 + Penalty 3650.295949 = -269160.998958
  nChanged 5
		SP:Iteration 19Q (54561.930000 sec): 3 clusters
  Score: Raw -272816.598496 + Penalty 3650.295949 = -269166.302548
  nChanged 5
		SP:Iteration 20F (54561.970000 sec): 3 clusters
  Score: Raw -272820.306418 + Penalty 3650.295949 = -269170.010470
  nChanged 3
		SP:Iteration 21Q (54562.010000 sec): 3 clusters
  Score: Raw -272821.761785 + Penalty 3650.295949 = -269171.465836
  nChanged 1
		SP:Iteration 22Q (54562.050000 sec): 3 clusters
  Score: Raw -272823.253348 + Penalty 3650.295949 = -269172.957399
  nChanged 2
		SP:Iteration 23Q (54562.100000 sec): 3 clusters
  Score: Raw -272824.383886 + Penalty 3650.295949 = -269174.087937
  nChanged 0
		SP:Iteration 24F (54562.140000 sec): 3 clusters
  Score: Raw -272824.383886 + Penalty 3650.295949 = -269174.087937
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 51 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54562.170000 sec): 2 clusters
  Score: Raw -35726.477212 + Penalty 1351.857536 = -34374.619675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54562.170000 sec): 3 clusters
  Score: Raw -35868.088888 + Penalty 2703.715073 = -33164.373815
  nChanged 14
		SP:Iteration 1F (54562.180000 sec): 3 clusters
  Score: Raw -35914.845881 + Penalty 2703.715073 = -33211.130808
  nChanged 2
		SP:Iteration 2Q (54562.190000 sec): 3 clusters
  Score: Raw -35921.899977 + Penalty 2703.715073 = -33218.184904
  nChanged 2
		SP:Iteration 3Q (54562.200000 sec): 3 clusters
  Score: Raw -35935.191549 + Penalty 2703.715073 = -33231.476476
  nChanged 1
		SP:Iteration 4Q (54562.210000 sec): 3 clusters
  Score: Raw -35939.223050 + Penalty 2703.715073 = -33235.507977
  nChanged 1
		SP:Iteration 5Q (54562.210000 sec): 3 clusters
  Score: Raw -35942.702186 + Penalty 2703.715073 = -33238.987113
  nChanged 0
		SP:Iteration 6F (54562.220000 sec): 3 clusters
  Score: Raw -35942.702186 + Penalty 2703.715073 = -33238.987113
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 52 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54562.250000 sec): 2 clusters
  Score: Raw -55988.555341 + Penalty 1492.006976 = -54496.548365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54562.270000 sec): 3 clusters
  Score: Raw -56128.126680 + Penalty 2984.013951 = -53144.112729
  nChanged 75
		SP:Iteration 1F (54562.280000 sec): 3 clusters
  Score: Raw -56295.264025 + Penalty 2984.013951 = -53311.250073
  nChanged 16
		SP:Iteration 2Q (54562.300000 sec): 3 clusters
  Score: Raw -56332.992036 + Penalty 2984.013951 = -53348.978085
  nChanged 10
		SP:Iteration 3Q (54562.310000 sec): 3 clusters
  Score: Raw -56357.075736 + Penalty 2984.013951 = -53373.061785
  nChanged 7
		SP:Iteration 4Q (54562.330000 sec): 3 clusters
  Score: Raw -56390.600408 + Penalty 2984.013951 = -53406.586457
  nChanged 4
		SP:Iteration 5Q (54562.350000 sec): 3 clusters
  Score: Raw -56401.960109 + Penalty 2984.013951 = -53417.946158
  nChanged 4
		SP:Iteration 6Q (54562.360000 sec): 3 clusters
  Score: Raw -56410.205658 + Penalty 2984.013951 = -53426.191706
  nChanged 2
		SP:Iteration 7Q (54562.380000 sec): 3 clusters
  Score: Raw -56414.439850 + Penalty 2984.013951 = -53430.425899
  nChanged 3
		SP:Iteration 8Q (54562.390000 sec): 3 clusters
  Score: Raw -56420.190803 + Penalty 2984.013951 = -53436.176852
  nChanged 2
		SP:Iteration 9Q (54562.410000 sec): 3 clusters
  Score: Raw -56422.885995 + Penalty 2984.013951 = -53438.872044
  nChanged 2
		SP:Iteration 10Q (54562.420000 sec): 3 clusters
  Score: Raw -56426.547138 + Penalty 2984.013951 = -53442.533187
  nChanged 2
		SP:Iteration 11Q (54562.440000 sec): 3 clusters
  Score: Raw -56429.504601 + Penalty 2984.013951 = -53445.490649
  nChanged 2
		SP:Iteration 12Q (54562.450000 sec): 3 clusters
  Score: Raw -56435.584379 + Penalty 2984.013951 = -53451.570428
  nChanged 0
		SP:Iteration 13F (54562.470000 sec): 3 clusters
  Score: Raw -56435.584379 + Penalty 2984.013951 = -53451.570428
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 53 (777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54562.510000 sec): 2 clusters
  Score: Raw -127470.115824 + Penalty 1650.549207 = -125819.566617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54562.530000 sec): 3 clusters
  Score: Raw -127387.449990 + Penalty 3301.098414 = -124086.351576
  nChanged 156
		SP:Iteration 1F (54562.550000 sec): 3 clusters
  Score: Raw -127599.810802 + Penalty 3301.098414 = -124298.712388
  nChanged 47
		SP:Iteration 2F (54562.580000 sec): 3 clusters
  Score: Raw -127692.979729 + Penalty 3301.098414 = -124391.881316
  nChanged 30
		SP:Iteration 3Q (54562.600000 sec): 3 clusters
  Score: Raw -127746.825773 + Penalty 3301.098414 = -124445.727359
  nChanged 18
		SP:Iteration 4Q (54562.630000 sec): 3 clusters
  Score: Raw -127778.011405 + Penalty 3301.098414 = -124476.912992
  nChanged 6
		SP:Iteration 5Q (54562.770000 sec): 3 clusters
  Score: Raw -127791.839870 + Penalty 3301.098414 = -124490.741456
  nChanged 8
		SP:Iteration 6Q (54562.940000 sec): 3 clusters
  Score: Raw -127806.710925 + Penalty 3301.098414 = -124505.612512
  nChanged 9
		SP:Iteration 7Q (54563.120000 sec): 3 clusters
  Score: Raw -127824.733990 + Penalty 3301.098414 = -124523.635576
  nChanged 7
		SP:Iteration 8Q (54563.290000 sec): 3 clusters
  Score: Raw -127853.899011 + Penalty 3301.098414 = -124552.800597
  nChanged 11
		SP:Iteration 9Q (54563.470000 sec): 3 clusters
  Score: Raw -127881.795450 + Penalty 3301.098414 = -124580.697036
  nChanged 4
		SP:Iteration 10Q (54563.650000 sec): 3 clusters
  Score: Raw -127888.913454 + Penalty 3301.098414 = -124587.815040
  nChanged 4
		SP:Iteration 11Q (54563.820000 sec): 3 clusters
  Score: Raw -127897.244384 + Penalty 3301.098414 = -124596.145970
  nChanged 2
		SP:Iteration 12Q (54564.000000 sec): 3 clusters
  Score: Raw -127906.689068 + Penalty 3301.098414 = -124605.590655
  nChanged 2
		SP:Iteration 13Q (54564.170000 sec): 3 clusters
  Score: Raw -127911.060906 + Penalty 3301.098414 = -124609.962493
  nChanged 2
		SP:Iteration 14Q (54564.350000 sec): 3 clusters
  Score: Raw -127916.529398 + Penalty 3301.098414 = -124615.430984
  nChanged 3
		SP:Iteration 15Q (54564.530000 sec): 3 clusters
  Score: Raw -127928.266561 + Penalty 3301.098414 = -124627.168147
  nChanged 4
		SP:Iteration 16Q (54564.700000 sec): 3 clusters
  Score: Raw -127958.695692 + Penalty 3301.098414 = -124657.597278
  nChanged 9
		SP:Iteration 17Q (54564.880000 sec): 3 clusters
  Score: Raw -128016.646347 + Penalty 3301.098414 = -124715.547934
  nChanged 10
		SP:Iteration 18Q (54565.050000 sec): 3 clusters
  Score: Raw -128051.991245 + Penalty 3301.098414 = -124750.892831
  nChanged 8
		SP:Iteration 19Q (54565.230000 sec): 3 clusters
  Score: Raw -128073.608117 + Penalty 3301.098414 = -124772.509703
  nChanged 13
		SP:Iteration 20F (54565.400000 sec): 3 clusters
  Score: Raw -128106.301489 + Penalty 3301.098414 = -124805.203076
  nChanged 8
		SP:Iteration 21Q (54565.580000 sec): 3 clusters
  Score: Raw -128124.526142 + Penalty 3301.098414 = -124823.427728
  nChanged 11
		SP:Iteration 22Q (54565.750000 sec): 3 clusters
  Score: Raw -128143.395879 + Penalty 3301.098414 = -124842.297466
  nChanged 11
		SP:Iteration 23Q (54565.930000 sec): 3 clusters
  Score: Raw -128160.513785 + Penalty 3301.098414 = -124859.415372
  nChanged 8
		SP:Iteration 24Q (54566.110000 sec): 3 clusters
  Score: Raw -128177.105686 + Penalty 3301.098414 = -124876.007272
  nChanged 8
		SP:Iteration 25Q (54566.280000 sec): 3 clusters
  Score: Raw -128192.238304 + Penalty 3301.098414 = -124891.139891
  nChanged 5
		SP:Iteration 26Q (54566.460000 sec): 3 clusters
  Score: Raw -128200.629679 + Penalty 3301.098414 = -124899.531265
  nChanged 3
		SP:Iteration 27Q (54566.630000 sec): 3 clusters
  Score: Raw -128208.498363 + Penalty 3301.098414 = -124907.399949
  nChanged 3
		SP:Iteration 28Q (54566.800000 sec): 3 clusters
  Score: Raw -128214.174309 + Penalty 3301.098414 = -124913.075896
  nChanged 4
		SP:Iteration 29Q (54566.990000 sec): 3 clusters
  Score: Raw -128221.986084 + Penalty 3301.098414 = -124920.887670
  nChanged 1
		SP:Iteration 30Q (54567.160000 sec): 3 clusters
  Score: Raw -128222.947131 + Penalty 3301.098414 = -124921.848718
  nChanged 1
		SP:Iteration 31Q (54567.340000 sec): 3 clusters
  Score: Raw -128224.156553 + Penalty 3301.098414 = -124923.058139
  nChanged 0
		SP:Iteration 32F (54567.510000 sec): 3 clusters
  Score: Raw -128224.156553 + Penalty 3301.098414 = -124923.058139
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 54 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54567.600000 sec): 2 clusters
  Score: Raw -79964.904003 + Penalty 1561.225968 = -78403.678035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54567.620000 sec): 3 clusters
  Score: Raw -80053.146753 + Penalty 3122.451937 = -76930.694817
  nChanged 124
		SP:Iteration 1F (54567.630000 sec): 3 clusters
  Score: Raw -80468.615509 + Penalty 3122.451937 = -77346.163573
  nChanged 53
		SP:Iteration 2F (54567.650000 sec): 3 clusters
  Score: Raw -80721.763345 + Penalty 3122.451937 = -77599.311408
  nChanged 34
		SP:Iteration 3F (54567.670000 sec): 3 clusters
  Score: Raw -80911.661254 + Penalty 3122.451937 = -77789.209317
  nChanged 19
		SP:Iteration 4Q (54567.690000 sec): 3 clusters
  Score: Raw -81052.181009 + Penalty 3122.451937 = -77929.729072
  nChanged 17
		SP:Iteration 5Q (54567.710000 sec): 3 clusters
  Score: Raw -81170.778113 + Penalty 3122.451937 = -78048.326176
  nChanged 11
		SP:Iteration 6Q (54567.730000 sec): 3 clusters
  Score: Raw -81217.368916 + Penalty 3122.451937 = -78094.916979
  nChanged 5
		SP:Iteration 7Q (54567.760000 sec): 3 clusters
  Score: Raw -81247.278987 + Penalty 3122.451937 = -78124.827050
  nChanged 6
		SP:Iteration 8Q (54567.780000 sec): 3 clusters
  Score: Raw -81276.758555 + Penalty 3122.451937 = -78154.306618
  nChanged 1
		SP:Iteration 9Q (54567.800000 sec): 3 clusters
  Score: Raw -81282.814659 + Penalty 3122.451937 = -78160.362722
  nChanged 2
		SP:Iteration 10Q (54567.830000 sec): 3 clusters
  Score: Raw -81289.508749 + Penalty 3122.451937 = -78167.056812
  nChanged 1
		SP:Iteration 11Q (54567.850000 sec): 3 clusters
  Score: Raw -81292.303588 + Penalty 3122.451937 = -78169.851652
  nChanged 0
		SP:Iteration 12F (54567.870000 sec): 3 clusters
  Score: Raw -81292.303588 + Penalty 3122.451937 = -78169.851652
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 55 (170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54567.890000 sec): 2 clusters
  Score: Raw -19876.752419 + Penalty 1273.678012 = -18603.074406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54567.900000 sec): 3 clusters
  Score: Raw -20380.757449 + Penalty 2547.356025 = -17833.401424
  nChanged 23
		SP:Iteration 1F (54567.910000 sec): 3 clusters
  Score: Raw -20520.584128 + Penalty 2547.356025 = -17973.228104
  nChanged 4
		SP:Iteration 2Q (54567.920000 sec): 3 clusters
  Score: Raw -20536.547093 + Penalty 2547.356025 = -17989.191068
  nChanged 4
		SP:Iteration 3Q (54567.930000 sec): 3 clusters
  Score: Raw -20572.209313 + Penalty 2547.356025 = -18024.853289
  nChanged 2
		SP:Iteration 4Q (54567.930000 sec): 3 clusters
  Score: Raw -20584.501875 + Penalty 2547.356025 = -18037.145850
  nChanged 0
		SP:Iteration 5F (54567.940000 sec): 3 clusters
  Score: Raw -20584.501875 + Penalty 2547.356025 = -18037.145850
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 56 (3691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54568.060000 sec): 2 clusters
  Score: Raw -647911.106597 + Penalty 2036.985870 = -645874.120726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54568.240000 sec): 3 clusters
  Score: Raw -646365.525546 + Penalty 4073.971741 = -642291.553806
  nChanged 1326
		SP:Iteration 1F (54568.410000 sec): 3 clusters
  Score: Raw -647323.398928 + Penalty 4073.971741 = -643249.427187
  nChanged 343
		SP:Iteration 2F (54568.590000 sec): 3 clusters
  Score: Raw -647681.315031 + Penalty 4073.971741 = -643607.343290
  nChanged 279
		SP:Iteration 3F (54568.770000 sec): 3 clusters
  Score: Raw -647965.476404 + Penalty 4073.971741 = -643891.504663
  nChanged 225
		SP:Iteration 4F (54568.940000 sec): 3 clusters
  Score: Raw -648207.361316 + Penalty 4073.971741 = -644133.389575
  nChanged 206
		SP:Iteration 5F (54569.110000 sec): 3 clusters
  Score: Raw -648393.631791 + Penalty 4073.971741 = -644319.660051
  nChanged 134
		SP:Iteration 6Q (54569.290000 sec): 3 clusters
  Score: Raw -648504.504409 + Penalty 4073.971741 = -644430.532668
  nChanged 106
		SP:Iteration 7Q (54569.470000 sec): 3 clusters
  Score: Raw -648581.917854 + Penalty 4073.971741 = -644507.946114
  nChanged 82
		SP:Iteration 8Q (54569.650000 sec): 3 clusters
  Score: Raw -648632.453270 + Penalty 4073.971741 = -644558.481530
  nChanged 53
		SP:Iteration 9Q (54569.820000 sec): 3 clusters
  Score: Raw -648662.634450 + Penalty 4073.971741 = -644588.662709
  nChanged 33
		SP:Iteration 10Q (54569.990000 sec): 3 clusters
  Score: Raw -648677.381923 + Penalty 4073.971741 = -644603.410182
  nChanged 17
		SP:Iteration 11Q (54570.170000 sec): 3 clusters
  Score: Raw -648684.780853 + Penalty 4073.971741 = -644610.809112
  nChanged 9
		SP:Iteration 12Q (54570.350000 sec): 3 clusters
  Score: Raw -648688.207494 + Penalty 4073.971741 = -644614.235753
  nChanged 3
		SP:Iteration 13Q (54570.520000 sec): 3 clusters
  Score: Raw -648688.877572 + Penalty 4073.971741 = -644614.905832
  nChanged 3
		SP:Iteration 14Q (54570.700000 sec): 3 clusters
  Score: Raw -648690.416036 + Penalty 4073.971741 = -644616.444295
  nChanged 4
		SP:Iteration 15Q (54570.920000 sec): 3 clusters
  Score: Raw -648692.675369 + Penalty 4073.971741 = -644618.703628
  nChanged 2
		SP:Iteration 16Q (54571.090000 sec): 3 clusters
  Score: Raw -648694.248481 + Penalty 4073.971741 = -644620.276741
  nChanged 1
		SP:Iteration 17Q (54571.270000 sec): 3 clusters
  Score: Raw -648694.478366 + Penalty 4073.971741 = -644620.506625
  nChanged 2
		SP:Iteration 18Q (54571.440000 sec): 3 clusters
  Score: Raw -648695.255303 + Penalty 4073.971741 = -644621.283563
  nChanged 0
		SP:Iteration 19F (54571.620000 sec): 3 clusters
  Score: Raw -648695.255303 + Penalty 4073.971741 = -644621.283563
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 57 (1248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54571.710000 sec): 2 clusters
  Score: Raw -200829.113551 + Penalty 1768.065792 = -199061.047759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54571.880000 sec): 3 clusters
  Score: Raw -200553.997119 + Penalty 3536.131584 = -197017.865535
  nChanged 326
		SP:Iteration 1F (54572.060000 sec): 3 clusters
  Score: Raw -200891.472943 + Penalty 3536.131584 = -197355.341359
  nChanged 99
		SP:Iteration 2F (54572.230000 sec): 3 clusters
  Score: Raw -201057.531437 + Penalty 3536.131584 = -197521.399852
  nChanged 70
		SP:Iteration 3F (54572.410000 sec): 3 clusters
  Score: Raw -201182.264411 + Penalty 3536.131584 = -197646.132827
  nChanged 63
		SP:Iteration 4F (54572.590000 sec): 3 clusters
  Score: Raw -201278.592888 + Penalty 3536.131584 = -197742.461303
  nChanged 33
		SP:Iteration 5Q (54572.760000 sec): 3 clusters
  Score: Raw -201347.544239 + Penalty 3536.131584 = -197811.412655
  nChanged 45
		SP:Iteration 6Q (54572.930000 sec): 3 clusters
  Score: Raw -201417.301284 + Penalty 3536.131584 = -197881.169699
  nChanged 38
		SP:Iteration 7Q (54573.110000 sec): 3 clusters
  Score: Raw -201503.494947 + Penalty 3536.131584 = -197967.363363
  nChanged 36
		SP:Iteration 8Q (54573.290000 sec): 3 clusters
  Score: Raw -201578.411989 + Penalty 3536.131584 = -198042.280405
  nChanged 24
		SP:Iteration 9Q (54573.460000 sec): 3 clusters
  Score: Raw -201622.289351 + Penalty 3536.131584 = -198086.157766
  nChanged 29
		SP:Iteration 10Q (54573.640000 sec): 3 clusters
  Score: Raw -201666.362700 + Penalty 3536.131584 = -198130.231115
  nChanged 21
		SP:Iteration 11Q (54573.810000 sec): 3 clusters
  Score: Raw -201705.505022 + Penalty 3536.131584 = -198169.373437
  nChanged 18
		SP:Iteration 12Q (54573.990000 sec): 3 clusters
  Score: Raw -201746.686796 + Penalty 3536.131584 = -198210.555212
  nChanged 23
		SP:Iteration 13Q (54574.170000 sec): 3 clusters
  Score: Raw -201792.698310 + Penalty 3536.131584 = -198256.566726
  nChanged 13
		SP:Iteration 14Q (54574.340000 sec): 3 clusters
  Score: Raw -201825.039212 + Penalty 3536.131584 = -198288.907627
  nChanged 15
		SP:Iteration 15Q (54574.520000 sec): 3 clusters
  Score: Raw -201859.006513 + Penalty 3536.131584 = -198322.874929
  nChanged 18
		SP:Iteration 16Q (54574.690000 sec): 3 clusters
  Score: Raw -201879.399052 + Penalty 3536.131584 = -198343.267468
  nChanged 8
		SP:Iteration 17Q (54574.870000 sec): 3 clusters
  Score: Raw -201890.203360 + Penalty 3536.131584 = -198354.071776
  nChanged 5
		SP:Iteration 18Q (54575.050000 sec): 3 clusters
  Score: Raw -201893.691079 + Penalty 3536.131584 = -198357.559495
  nChanged 3
		SP:Iteration 19Q (54575.220000 sec): 3 clusters
  Score: Raw -201899.696855 + Penalty 3536.131584 = -198363.565270
  nChanged 4
		SP:Iteration 20F (54575.400000 sec): 3 clusters
  Score: Raw -201906.493041 + Penalty 3536.131584 = -198370.361457
  nChanged 4
		SP:Iteration 21Q (54575.570000 sec): 3 clusters
  Score: Raw -201914.773926 + Penalty 3536.131584 = -198378.642342
  nChanged 4
		SP:Iteration 22Q (54575.750000 sec): 3 clusters
  Score: Raw -201920.466432 + Penalty 3536.131584 = -198384.334848
  nChanged 6
		SP:Iteration 23Q (54575.930000 sec): 3 clusters
  Score: Raw -201927.142316 + Penalty 3536.131584 = -198391.010732
  nChanged 4
		SP:Iteration 24Q (54576.100000 sec): 3 clusters
  Score: Raw -201935.991265 + Penalty 3536.131584 = -198399.859681
  nChanged 5
		SP:Iteration 25Q (54576.280000 sec): 3 clusters
  Score: Raw -201941.207174 + Penalty 3536.131584 = -198405.075590
  nChanged 4
		SP:Iteration 26Q (54576.450000 sec): 3 clusters
  Score: Raw -201944.247683 + Penalty 3536.131584 = -198408.116099
  nChanged 2
		SP:Iteration 27Q (54576.630000 sec): 3 clusters
  Score: Raw -201945.813288 + Penalty 3536.131584 = -198409.681704
  nChanged 0
		SP:Iteration 28F (54576.810000 sec): 3 clusters
  Score: Raw -201945.813288 + Penalty 3536.131584 = -198409.681704
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 58 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (54576.890000 sec): 2 clusters
  Score: Raw -18337.636059 + Penalty 1220.155270 = -17117.480790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (54577.070000 sec): 3 clusters
  Score: Raw -18619.410352 + Penalty 2440.310539 = -16179.099813
  nChanged 3
		SP:Iteration 1Q (54577.240000 sec): 3 clusters
  Score: Raw -18646.804622 + Penalty 2440.310539 = -16206.494083
  nChanged 1
		SP:Iteration 2Q (54577.420000 sec): 3 clusters
  Score: Raw -18650.306752 + Penalty 2440.310539 = -16209.996213
  nChanged 1
		SP:Iteration 3Q (54577.590000 sec): 3 clusters
  Score: Raw -18657.245090 + Penalty 2440.310539 = -16216.934551
  nChanged 0
		SP:Iteration 4F (54577.770000 sec): 3 clusters
  Score: Raw -18657.245090 + Penalty 2440.310539 = -16216.934551
  nChanged 0
Deleting Class 61 (49 points): Lose 1015.851200 but Gain 3262.464713
Iteration 139Q (54653.690000 sec): 61 clusters
  Score: Raw -91408531.327870 + Penalty 195747.882798 = -91212783.445072
  nChanged 151
Deleting Class 2 (397 points): Lose 3158.317109 but Gain 3262.464713
Iteration 140F (54763.070000 sec): 60 clusters
  Score: Raw -91406725.635761 + Penalty 192485.418085 = -91214240.217677
  nChanged 521
Deleting Class 36 (129 points): Lose 3214.216950 but Gain 3262.464713
Iteration 141Q (54837.690000 sec): 59 clusters
  Score: Raw -91405665.922609 + Penalty 189222.953371 = -91216442.969238
  nChanged 228
Iteration 142Q (54911.310000 sec): 59 clusters
  Score: Raw -91407543.986588 + Penalty 189222.953371 = -91218321.033216
  nChanged 87
Iteration 143Q (54983.740000 sec): 59 clusters
  Score: Raw -91407762.273868 + Penalty 189222.953371 = -91218539.320497
  nChanged 75
Iteration 144Q (55056.080000 sec): 59 clusters
  Score: Raw -91407845.803939 + Penalty 189222.953371 = -91218622.850567
  nChanged 74
Iteration 145Q (55129.580000 sec): 59 clusters
  Score: Raw -91407882.040660 + Penalty 189222.953371 = -91218659.087288
  nChanged 61
Iteration 146Q (55202.030000 sec): 59 clusters
  Score: Raw -91407906.097927 + Penalty 189222.953371 = -91218683.144555
  nChanged 45
Iteration 147Q (55274.610000 sec): 59 clusters
  Score: Raw -91407925.901552 + Penalty 189222.953371 = -91218702.948180
  nChanged 29
Iteration 148Q (55348.260000 sec): 59 clusters
  Score: Raw -91407930.839678 + Penalty 189222.953371 = -91218707.886306
  nChanged 32
Iteration 149Q (55420.180000 sec): 59 clusters
  Score: Raw -91407934.210359 + Penalty 189222.953371 = -91218711.256988
  nChanged 32
Iteration 150Q (55491.360000 sec): 59 clusters
  Score: Raw -91407941.536860 + Penalty 189222.953371 = -91218718.583489
  nChanged 30
Iteration 151Q (55563.550000 sec): 59 clusters
  Score: Raw -91407950.068499 + Penalty 189222.953371 = -91218727.115128
  nChanged 37
Iteration 152Q (55635.570000 sec): 59 clusters
  Score: Raw -91407958.798057 + Penalty 189222.953371 = -91218735.844686
  nChanged 40
Iteration 153Q (55708.050000 sec): 59 clusters
  Score: Raw -91407963.151367 + Penalty 189222.953371 = -91218740.197996
  nChanged 30
Iteration 154Q (55777.360000 sec): 59 clusters
  Score: Raw -91407965.283315 + Penalty 189222.953371 = -91218742.329943
  nChanged 19
Iteration 155Q (55850.100000 sec): 59 clusters
  Score: Raw -91407966.282635 + Penalty 189222.953371 = -91218743.329264
  nChanged 17
Iteration 156Q (55923.370000 sec): 59 clusters
  Score: Raw -91407967.138980 + Penalty 189222.953371 = -91218744.185609
  nChanged 12
Iteration 157Q (55996.190000 sec): 59 clusters
  Score: Raw -91407967.939176 + Penalty 189222.953371 = -91218744.985804
  nChanged 17
Iteration 158Q (56068.570000 sec): 59 clusters
  Score: Raw -91407968.860727 + Penalty 189222.953371 = -91218745.907356
  nChanged 18
Iteration 159Q (56142.200000 sec): 59 clusters
  Score: Raw -91407969.471324 + Penalty 189222.953371 = -91218746.517952
  nChanged 12
Iteration 160F (56253.230000 sec): 59 clusters
  Score: Raw -91408282.997311 + Penalty 189222.953371 = -91219060.043940
  nChanged 25
Iteration 161Q (56325.240000 sec): 59 clusters
  Score: Raw -91408646.897658 + Penalty 189222.953371 = -91219423.944287
  nChanged 21
Iteration 162Q (56397.930000 sec): 59 clusters
  Score: Raw -91408890.741020 + Penalty 189222.953371 = -91219667.787648
  nChanged 15
Iteration 163Q (56471.160000 sec): 59 clusters
  Score: Raw -91409013.561685 + Penalty 189222.953371 = -91219790.608313
  nChanged 15
Iteration 164Q (56544.360000 sec): 59 clusters
  Score: Raw -91409050.766660 + Penalty 189222.953371 = -91219827.813289
  nChanged 7
Iteration 165Q (56617.400000 sec): 59 clusters
  Score: Raw -91409054.989451 + Penalty 189222.953371 = -91219832.036080
  nChanged 5
Iteration 166Q (56691.060000 sec): 59 clusters
  Score: Raw -91409106.299416 + Penalty 189222.953371 = -91219883.346044
  nChanged 3
Iteration 167Q (56764.700000 sec): 59 clusters
  Score: Raw -91409160.400637 + Penalty 189222.953371 = -91219937.447265
  nChanged 2
Iteration 168Q (56837.910000 sec): 59 clusters
  Score: Raw -91409160.435781 + Penalty 189222.953371 = -91219937.482410
  nChanged 3
Iteration 169Q (56911.920000 sec): 59 clusters
  Score: Raw -91409160.459830 + Penalty 189222.953371 = -91219937.506458
  nChanged 7
Iteration 170Q (56985.210000 sec): 59 clusters
  Score: Raw -91409160.521824 + Penalty 189222.953371 = -91219937.568452
  nChanged 3
Iteration 171Q (57057.520000 sec): 59 clusters
  Score: Raw -91409160.569270 + Penalty 189222.953371 = -91219937.615898
  nChanged 0
Iteration 172F (57167.520000 sec): 59 clusters
  Score: Raw -91421725.033009 + Penalty 189222.953371 = -91232502.079637
  nChanged 295
Iteration 173Q (57238.730000 sec): 59 clusters
  Score: Raw -91444635.792306 + Penalty 189222.953371 = -91255412.838935
  nChanged 37
Iteration 174Q (57311.670000 sec): 59 clusters
  Score: Raw -91445075.947965 + Penalty 189222.953371 = -91255852.994594
  nChanged 8
Iteration 175Q (57384.180000 sec): 59 clusters
  Score: Raw -91445242.584237 + Penalty 189222.953371 = -91256019.630865
  nChanged 4
Iteration 176Q (57456.400000 sec): 59 clusters
  Score: Raw -91445407.925393 + Penalty 189222.953371 = -91256184.972021
  nChanged 4
Iteration 177Q (57529.940000 sec): 59 clusters
  Score: Raw -91445427.311739 + Penalty 189222.953371 = -91256204.358367
  nChanged 4
Iteration 178Q (57601.730000 sec): 59 clusters
  Score: Raw -91445438.987246 + Penalty 189222.953371 = -91256216.033874
  nChanged 7
Writing temp clu file 
Because OldScore, -91256204.358367, is greater than current (better) Score,-91256216.033874 
 Compute initial score before splitting:   Score: Raw -91445438.987246 + Penalty 189222.953371 = -91256216.033874
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57601.860000 sec): 2 clusters
  Score: Raw -111511.046573 + Penalty 1587.675465 = -109923.371109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57602.030000 sec): 3 clusters
  Score: Raw -111484.655453 + Penalty 3175.350930 = -108309.304524
  nChanged 119
		SP:Iteration 1F (57602.200000 sec): 3 clusters
  Score: Raw -111698.293001 + Penalty 3175.350930 = -108522.942071
  nChanged 30
		SP:Iteration 2Q (57602.380000 sec): 3 clusters
  Score: Raw -111765.909351 + Penalty 3175.350930 = -108590.558421
  nChanged 18
		SP:Iteration 3Q (57602.560000 sec): 3 clusters
  Score: Raw -111797.791506 + Penalty 3175.350930 = -108622.440577
  nChanged 7
		SP:Iteration 4Q (57602.730000 sec): 3 clusters
  Score: Raw -111808.442437 + Penalty 3175.350930 = -108633.091508
  nChanged 9
		SP:Iteration 5Q (57602.910000 sec): 3 clusters
  Score: Raw -111822.974213 + Penalty 3175.350930 = -108647.623283
  nChanged 4
		SP:Iteration 6Q (57603.080000 sec): 3 clusters
  Score: Raw -111828.929076 + Penalty 3175.350930 = -108653.578146
  nChanged 2
		SP:Iteration 7Q (57603.260000 sec): 3 clusters
  Score: Raw -111836.280071 + Penalty 3175.350930 = -108660.929141
  nChanged 1
		SP:Iteration 8Q (57603.440000 sec): 3 clusters
  Score: Raw -111838.645686 + Penalty 3175.350930 = -108663.294756
  nChanged 0
		SP:Iteration 9F (57603.610000 sec): 3 clusters
  Score: Raw -111838.645686 + Penalty 3175.350930 = -108663.294756
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 3 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57603.700000 sec): 2 clusters
  Score: Raw -39795.050187 + Penalty 1379.049044 = -38416.001142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57603.880000 sec): 3 clusters
  Score: Raw -39981.507600 + Penalty 2758.098089 = -37223.409511
  nChanged 34
		SP:Iteration 1F (57604.050000 sec): 3 clusters
  Score: Raw -40145.402674 + Penalty 2758.098089 = -37387.304585
  nChanged 11
		SP:Iteration 2Q (57604.230000 sec): 3 clusters
  Score: Raw -40198.400570 + Penalty 2758.098089 = -37440.302481
  nChanged 5
		SP:Iteration 3Q (57604.400000 sec): 3 clusters
  Score: Raw -40219.949316 + Penalty 2758.098089 = -37461.851227
  nChanged 0
		SP:Iteration 4F (57604.580000 sec): 3 clusters
  Score: Raw -40219.949316 + Penalty 2758.098089 = -37461.851227
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57604.670000 sec): 2 clusters
  Score: Raw -172002.437545 + Penalty 1717.791104 = -170284.646441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57604.840000 sec): 3 clusters
  Score: Raw -171762.529105 + Penalty 3435.582208 = -168326.946896
  nChanged 256
		SP:Iteration 1F (57605.020000 sec): 3 clusters
  Score: Raw -172048.246215 + Penalty 3435.582208 = -168612.664006
  nChanged 68
		SP:Iteration 2F (57605.200000 sec): 3 clusters
  Score: Raw -172151.916533 + Penalty 3435.582208 = -168716.334324
  nChanged 35
		SP:Iteration 3Q (57605.370000 sec): 3 clusters
  Score: Raw -172210.931218 + Penalty 3435.582208 = -168775.349009
  nChanged 29
		SP:Iteration 4Q (57605.550000 sec): 3 clusters
  Score: Raw -172256.588365 + Penalty 3435.582208 = -168821.006156
  nChanged 23
		SP:Iteration 5Q (57605.720000 sec): 3 clusters
  Score: Raw -172298.849414 + Penalty 3435.582208 = -168863.267205
  nChanged 20
		SP:Iteration 6Q (57605.900000 sec): 3 clusters
  Score: Raw -172326.182273 + Penalty 3435.582208 = -168890.600064
  nChanged 17
		SP:Iteration 7Q (57606.080000 sec): 3 clusters
  Score: Raw -172357.426222 + Penalty 3435.582208 = -168921.844014
  nChanged 14
		SP:Iteration 8Q (57606.250000 sec): 3 clusters
  Score: Raw -172375.348348 + Penalty 3435.582208 = -168939.766139
  nChanged 10
		SP:Iteration 9Q (57606.420000 sec): 3 clusters
  Score: Raw -172385.091583 + Penalty 3435.582208 = -168949.509374
  nChanged 8
		SP:Iteration 10Q (57606.600000 sec): 3 clusters
  Score: Raw -172394.019750 + Penalty 3435.582208 = -168958.437542
  nChanged 9
		SP:Iteration 11Q (57606.780000 sec): 3 clusters
  Score: Raw -172407.514462 + Penalty 3435.582208 = -168971.932253
  nChanged 3
		SP:Iteration 12Q (57606.950000 sec): 3 clusters
  Score: Raw -172409.899625 + Penalty 3435.582208 = -168974.317416
  nChanged 2
		SP:Iteration 13Q (57607.130000 sec): 3 clusters
  Score: Raw -172410.706820 + Penalty 3435.582208 = -168975.124612
  nChanged 2
		SP:Iteration 14Q (57607.300000 sec): 3 clusters
  Score: Raw -172412.282512 + Penalty 3435.582208 = -168976.700304
  nChanged 1
		SP:Iteration 15Q (57607.480000 sec): 3 clusters
  Score: Raw -172413.394674 + Penalty 3435.582208 = -168977.812465
  nChanged 1
		SP:Iteration 16Q (57607.660000 sec): 3 clusters
  Score: Raw -172413.983027 + Penalty 3435.582208 = -168978.400819
  nChanged 1
		SP:Iteration 17Q (57607.830000 sec): 3 clusters
  Score: Raw -172415.675978 + Penalty 3435.582208 = -168980.093769
  nChanged 0
		SP:Iteration 18F (57608.010000 sec): 3 clusters
  Score: Raw -172415.675978 + Penalty 3435.582208 = -168980.093769
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 5 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57608.100000 sec): 2 clusters
  Score: Raw -40563.281674 + Penalty 1458.372181 = -39104.909493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57608.270000 sec): 3 clusters
  Score: Raw -40743.842715 + Penalty 2916.744361 = -37827.098354
  nChanged 69
		SP:Iteration 1F (57608.450000 sec): 3 clusters
  Score: Raw -40868.498713 + Penalty 2916.744361 = -37951.754352
  nChanged 17
		SP:Iteration 2Q (57608.620000 sec): 3 clusters
  Score: Raw -40901.194487 + Penalty 2916.744361 = -37984.450126
  nChanged 11
		SP:Iteration 3Q (57608.800000 sec): 3 clusters
  Score: Raw -40920.462131 + Penalty 2916.744361 = -38003.717769
  nChanged 8
		SP:Iteration 4Q (57608.980000 sec): 3 clusters
  Score: Raw -40938.700091 + Penalty 2916.744361 = -38021.955730
  nChanged 14
		SP:Iteration 5Q (57609.150000 sec): 3 clusters
  Score: Raw -40981.047071 + Penalty 2916.744361 = -38064.302710
  nChanged 14
		SP:Iteration 6Q (57609.330000 sec): 3 clusters
  Score: Raw -41011.863103 + Penalty 2916.744361 = -38095.118742
  nChanged 8
		SP:Iteration 7Q (57609.500000 sec): 3 clusters
  Score: Raw -41027.590183 + Penalty 2916.744361 = -38110.845822
  nChanged 9
		SP:Iteration 8Q (57609.680000 sec): 3 clusters
  Score: Raw -41060.737108 + Penalty 2916.744361 = -38143.992747
  nChanged 11
		SP:Iteration 9Q (57609.860000 sec): 3 clusters
  Score: Raw -41092.321197 + Penalty 2916.744361 = -38175.576836
  nChanged 9
		SP:Iteration 10Q (57610.030000 sec): 3 clusters
  Score: Raw -41138.662708 + Penalty 2916.744361 = -38221.918347
  nChanged 6
		SP:Iteration 11Q (57610.210000 sec): 3 clusters
  Score: Raw -41227.386965 + Penalty 2916.744361 = -38310.642604
  nChanged 9
		SP:Iteration 12Q (57610.380000 sec): 3 clusters
  Score: Raw -41317.590397 + Penalty 2916.744361 = -38400.846036
  nChanged 5
		SP:Iteration 13Q (57610.560000 sec): 3 clusters
  Score: Raw -41339.713987 + Penalty 2916.744361 = -38422.969626
  nChanged 5
		SP:Iteration 14Q (57610.740000 sec): 3 clusters
  Score: Raw -41376.769891 + Penalty 2916.744361 = -38460.025529
  nChanged 2
		SP:Iteration 15Q (57610.910000 sec): 3 clusters
  Score: Raw -41443.986058 + Penalty 2916.744361 = -38527.241697
  nChanged 1
		SP:Iteration 16Q (57611.090000 sec): 3 clusters
  Score: Raw -41489.438509 + Penalty 2916.744361 = -38572.694147
  nChanged 1
		SP:Iteration 17Q (57611.260000 sec): 3 clusters
  Score: Raw -41520.150117 + Penalty 2916.744361 = -38603.405756
  nChanged 4
		SP:Iteration 18Q (57611.440000 sec): 3 clusters
  Score: Raw -41572.550414 + Penalty 2916.744361 = -38655.806053
  nChanged 3
		SP:Iteration 19Q (57611.610000 sec): 3 clusters
  Score: Raw -41650.284684 + Penalty 2916.744361 = -38733.540323
  nChanged 5
		SP:Iteration 20F (57611.790000 sec): 3 clusters
  Score: Raw -41738.294461 + Penalty 2916.744361 = -38821.550100
  nChanged 12
		SP:Iteration 21Q (57611.970000 sec): 3 clusters
  Score: Raw -42009.239009 + Penalty 2916.744361 = -39092.494648
  nChanged 8
		SP:Iteration 22Q (57612.150000 sec): 3 clusters
  Score: Raw -42116.382584 + Penalty 2916.744361 = -39199.638223
  nChanged 8
		SP:Iteration 23Q (57612.320000 sec): 3 clusters
  Score: Raw -42181.338603 + Penalty 2916.744361 = -39264.594242
  nChanged 3
		SP:Iteration 24Q (57612.500000 sec): 3 clusters
  Score: Raw -42227.086228 + Penalty 2916.744361 = -39310.341866
  nChanged 1
		SP:Iteration 25Q (57612.670000 sec): 3 clusters
  Score: Raw -42230.633758 + Penalty 2916.744361 = -39313.889397
  nChanged 0
		SP:Iteration 26F (57612.850000 sec): 3 clusters
  Score: Raw -42230.633758 + Penalty 2916.744361 = -39313.889397
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 2.
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 6 (560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57612.990000 sec): 2 clusters
  Score: Raw -88901.932693 + Penalty 1569.328322 = -87332.604370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57613.120000 sec): 3 clusters
  Score: Raw -88937.941295 + Penalty 3138.656645 = -85799.284650
  nChanged 133
		SP:Iteration 1F (57613.300000 sec): 3 clusters
  Score: Raw -89240.281785 + Penalty 3138.656645 = -86101.625141
  nChanged 36
		SP:Iteration 2F (57613.470000 sec): 3 clusters
  Score: Raw -89335.577024 + Penalty 3138.656645 = -86196.920379
  nChanged 26
		SP:Iteration 3Q (57613.650000 sec): 3 clusters
  Score: Raw -89382.429288 + Penalty 3138.656645 = -86243.772644
  nChanged 16
		SP:Iteration 4Q (57613.830000 sec): 3 clusters
  Score: Raw -89413.990596 + Penalty 3138.656645 = -86275.333951
  nChanged 11
		SP:Iteration 5Q (57614.000000 sec): 3 clusters
  Score: Raw -89438.591805 + Penalty 3138.656645 = -86299.935160
  nChanged 4
		SP:Iteration 6Q (57614.180000 sec): 3 clusters
  Score: Raw -89448.710699 + Penalty 3138.656645 = -86310.054054
  nChanged 2
		SP:Iteration 7Q (57614.350000 sec): 3 clusters
  Score: Raw -89459.330470 + Penalty 3138.656645 = -86320.673826
  nChanged 3
		SP:Iteration 8Q (57614.530000 sec): 3 clusters
  Score: Raw -89465.550323 + Penalty 3138.656645 = -86326.893679
  nChanged 2
		SP:Iteration 9Q (57614.710000 sec): 3 clusters
  Score: Raw -89467.911916 + Penalty 3138.656645 = -86329.255271
  nChanged 1
		SP:Iteration 10Q (57614.880000 sec): 3 clusters
  Score: Raw -89469.533947 + Penalty 3138.656645 = -86330.877302
  nChanged 2
		SP:Iteration 11Q (57615.060000 sec): 3 clusters
  Score: Raw -89472.205915 + Penalty 3138.656645 = -86333.549270
  nChanged 3
		SP:Iteration 12Q (57615.080000 sec): 3 clusters
  Score: Raw -89475.407517 + Penalty 3138.656645 = -86336.750872
  nChanged 0
		SP:Iteration 13F (57615.090000 sec): 3 clusters
  Score: Raw -89475.407517 + Penalty 3138.656645 = -86336.750872
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (3752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57615.250000 sec): 2 clusters
  Score: Raw -661612.558399 + Penalty 2041.050989 = -659571.507410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57615.300000 sec): 3 clusters
  Score: Raw -659972.867380 + Penalty 4082.101978 = -655890.765402
  nChanged 1309
		SP:Iteration 1F (57615.410000 sec): 3 clusters
  Score: Raw -660754.158360 + Penalty 4082.101978 = -656672.056382
  nChanged 252
		SP:Iteration 2F (57615.500000 sec): 3 clusters
  Score: Raw -660910.334890 + Penalty 4082.101978 = -656828.232912
  nChanged 157
		SP:Iteration 3Q (57615.590000 sec): 3 clusters
  Score: Raw -661009.972584 + Penalty 4082.101978 = -656927.870606
  nChanged 120
		SP:Iteration 4Q (57615.800000 sec): 3 clusters
  Score: Raw -661080.782838 + Penalty 4082.101978 = -656998.680860
  nChanged 91
		SP:Iteration 5Q (57615.970000 sec): 3 clusters
  Score: Raw -661124.935523 + Penalty 4082.101978 = -657042.833545
  nChanged 65
		SP:Iteration 6Q (57616.120000 sec): 3 clusters
  Score: Raw -661160.155282 + Penalty 4082.101978 = -657078.053304
  nChanged 78
		SP:Iteration 7Q (57616.210000 sec): 3 clusters
  Score: Raw -661204.560005 + Penalty 4082.101978 = -657122.458027
  nChanged 80
		SP:Iteration 8Q (57616.420000 sec): 3 clusters
  Score: Raw -661239.996856 + Penalty 4082.101978 = -657157.894878
  nChanged 60
		SP:Iteration 9Q (57616.490000 sec): 3 clusters
  Score: Raw -661268.717139 + Penalty 4082.101978 = -657186.615162
  nChanged 45
		SP:Iteration 10Q (57616.580000 sec): 3 clusters
  Score: Raw -661287.183702 + Penalty 4082.101978 = -657205.081724
  nChanged 43
		SP:Iteration 11Q (57616.670000 sec): 3 clusters
  Score: Raw -661307.861383 + Penalty 4082.101978 = -657225.759405
  nChanged 43
		SP:Iteration 12Q (57616.760000 sec): 3 clusters
  Score: Raw -661327.478625 + Penalty 4082.101978 = -657245.376647
  nChanged 43
		SP:Iteration 13Q (57616.960000 sec): 3 clusters
  Score: Raw -661346.904379 + Penalty 4082.101978 = -657264.802401
  nChanged 34
		SP:Iteration 14Q (57617.130000 sec): 3 clusters
  Score: Raw -661362.445139 + Penalty 4082.101978 = -657280.343161
  nChanged 36
		SP:Iteration 15Q (57617.300000 sec): 3 clusters
  Score: Raw -661376.405765 + Penalty 4082.101978 = -657294.303787
  nChanged 34
		SP:Iteration 16Q (57617.480000 sec): 3 clusters
  Score: Raw -661391.122121 + Penalty 4082.101978 = -657309.020143
  nChanged 31
		SP:Iteration 17Q (57617.650000 sec): 3 clusters
  Score: Raw -661404.110032 + Penalty 4082.101978 = -657322.008054
  nChanged 29
		SP:Iteration 18Q (57617.830000 sec): 3 clusters
  Score: Raw -661417.129686 + Penalty 4082.101978 = -657335.027708
  nChanged 34
		SP:Iteration 19Q (57618.040000 sec): 3 clusters
  Score: Raw -661434.691442 + Penalty 4082.101978 = -657352.589464
  nChanged 36
		SP:Iteration 20F (57618.220000 sec): 3 clusters
  Score: Raw -661449.041467 + Penalty 4082.101978 = -657366.939489
  nChanged 21
		SP:Iteration 21Q (57618.370000 sec): 3 clusters
  Score: Raw -661458.470578 + Penalty 4082.101978 = -657376.368601
  nChanged 30
		SP:Iteration 22Q (57618.540000 sec): 3 clusters
  Score: Raw -661473.872092 + Penalty 4082.101978 = -657391.770114
  nChanged 37
		SP:Iteration 23Q (57618.710000 sec): 3 clusters
  Score: Raw -661492.760199 + Penalty 4082.101978 = -657410.658221
  nChanged 34
		SP:Iteration 24Q (57618.890000 sec): 3 clusters
  Score: Raw -661507.735060 + Penalty 4082.101978 = -657425.633083
  nChanged 32
		SP:Iteration 25Q (57619.060000 sec): 3 clusters
  Score: Raw -661524.214183 + Penalty 4082.101978 = -657442.112206
  nChanged 38
		SP:Iteration 26Q (57619.240000 sec): 3 clusters
  Score: Raw -661542.653163 + Penalty 4082.101978 = -657460.551185
  nChanged 38
		SP:Iteration 27Q (57619.410000 sec): 3 clusters
  Score: Raw -661560.022535 + Penalty 4082.101978 = -657477.920557
  nChanged 38
		SP:Iteration 28Q (57619.590000 sec): 3 clusters
  Score: Raw -661578.640302 + Penalty 4082.101978 = -657496.538324
  nChanged 40
		SP:Iteration 29Q (57619.760000 sec): 3 clusters
  Score: Raw -661601.278162 + Penalty 4082.101978 = -657519.176184
  nChanged 38
		SP:Iteration 30Q (57619.930000 sec): 3 clusters
  Score: Raw -661623.026021 + Penalty 4082.101978 = -657540.924043
  nChanged 42
		SP:Iteration 31Q (57620.110000 sec): 3 clusters
  Score: Raw -661642.953139 + Penalty 4082.101978 = -657560.851161
  nChanged 32
		SP:Iteration 32Q (57620.290000 sec): 3 clusters
  Score: Raw -661662.053673 + Penalty 4082.101978 = -657579.951695
  nChanged 24
		SP:Iteration 33Q (57620.460000 sec): 3 clusters
  Score: Raw -661677.912766 + Penalty 4082.101978 = -657595.810788
  nChanged 39
		SP:Iteration 34Q (57620.630000 sec): 3 clusters
  Score: Raw -661700.795016 + Penalty 4082.101978 = -657618.693039
  nChanged 33
		SP:Iteration 35Q (57620.830000 sec): 3 clusters
  Score: Raw -661720.718071 + Penalty 4082.101978 = -657638.616093
  nChanged 36
		SP:Iteration 36Q (57620.920000 sec): 3 clusters
  Score: Raw -661745.600427 + Penalty 4082.101978 = -657663.498449
  nChanged 41
		SP:Iteration 37Q (57621.120000 sec): 3 clusters
  Score: Raw -661771.696651 + Penalty 4082.101978 = -657689.594673
  nChanged 36
		SP:Iteration 38Q (57621.290000 sec): 3 clusters
  Score: Raw -661795.687711 + Penalty 4082.101978 = -657713.585733
  nChanged 30
		SP:Iteration 39Q (57621.470000 sec): 3 clusters
  Score: Raw -661817.249913 + Penalty 4082.101978 = -657735.147935
  nChanged 25
		SP:Iteration 40F (57621.640000 sec): 3 clusters
  Score: Raw -661832.907791 + Penalty 4082.101978 = -657750.805813
  nChanged 19
		SP:Iteration 41Q (57621.810000 sec): 3 clusters
  Score: Raw -661844.822183 + Penalty 4082.101978 = -657762.720205
  nChanged 21
		SP:Iteration 42Q (57621.990000 sec): 3 clusters
  Score: Raw -661863.187699 + Penalty 4082.101978 = -657781.085721
  nChanged 15
		SP:Iteration 43Q (57622.170000 sec): 3 clusters
  Score: Raw -661874.186655 + Penalty 4082.101978 = -657792.084677
  nChanged 10
		SP:Iteration 44Q (57622.340000 sec): 3 clusters
  Score: Raw -661880.100178 + Penalty 4082.101978 = -657797.998200
  nChanged 6
		SP:Iteration 45Q (57622.510000 sec): 3 clusters
  Score: Raw -661883.162036 + Penalty 4082.101978 = -657801.060058
  nChanged 5
		SP:Iteration 46Q (57622.690000 sec): 3 clusters
  Score: Raw -661885.505503 + Penalty 4082.101978 = -657803.403525
  nChanged 7
		SP:Iteration 47Q (57622.860000 sec): 3 clusters
  Score: Raw -661889.490662 + Penalty 4082.101978 = -657807.388685
  nChanged 3
		SP:Iteration 48Q (57623.040000 sec): 3 clusters
  Score: Raw -661891.797787 + Penalty 4082.101978 = -657809.695809
  nChanged 4
		SP:Iteration 49Q (57623.210000 sec): 3 clusters
  Score: Raw -661894.359066 + Penalty 4082.101978 = -657812.257088
  nChanged 6
		SP:Iteration 50Q (57623.390000 sec): 3 clusters
  Score: Raw -661897.876980 + Penalty 4082.101978 = -657815.775003
  nChanged 9
		SP:Iteration 51Q (57623.560000 sec): 3 clusters
  Score: Raw -661902.375786 + Penalty 4082.101978 = -657820.273809
  nChanged 6
		SP:Iteration 52Q (57623.740000 sec): 3 clusters
  Score: Raw -661906.896671 + Penalty 4082.101978 = -657824.794693
  nChanged 4
		SP:Iteration 53Q (57623.910000 sec): 3 clusters
  Score: Raw -661909.726646 + Penalty 4082.101978 = -657827.624668
  nChanged 5
		SP:Iteration 54Q (57624.090000 sec): 3 clusters
  Score: Raw -661911.838208 + Penalty 4082.101978 = -657829.736230
  nChanged 2
		SP:Iteration 55Q (57624.260000 sec): 3 clusters
  Score: Raw -661912.655008 + Penalty 4082.101978 = -657830.553030
  nChanged 1
		SP:Iteration 56Q (57624.440000 sec): 3 clusters
  Score: Raw -661912.919678 + Penalty 4082.101978 = -657830.817701
  nChanged 0
		SP:Iteration 57F (57624.610000 sec): 3 clusters
  Score: Raw -661912.919678 + Penalty 4082.101978 = -657830.817701
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 8 (95416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57625.310000 sec): 2 clusters
  Score: Raw -16998418.647273 + Penalty 2843.568386 = -16995575.078886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57626.370000 sec): 3 clusters
  Score: Raw -16937684.567473 + Penalty 5687.136773 = -16931997.430700
  nChanged 45005
		SP:Iteration 1F (57627.350000 sec): 3 clusters
  Score: Raw -16963276.953123 + Penalty 5687.136773 = -16957589.816350
  nChanged 3056
		SP:Iteration 2Q (57628.400000 sec): 3 clusters
  Score: Raw -16963984.133782 + Penalty 5687.136773 = -16958296.997009
  nChanged 3117
		SP:Iteration 3Q (57629.480000 sec): 3 clusters
  Score: Raw -16964759.885563 + Penalty 5687.136773 = -16959072.748790
  nChanged 3360
		SP:Iteration 4Q (57630.520000 sec): 3 clusters
  Score: Raw -16965732.868253 + Penalty 5687.136773 = -16960045.731480
  nChanged 3817
		SP:Iteration 5Q (57631.610000 sec): 3 clusters
  Score: Raw -16967077.631863 + Penalty 5687.136773 = -16961390.495090
  nChanged 4695
		SP:Iteration 6Q (57632.660000 sec): 3 clusters
  Score: Raw -16969148.599000 + Penalty 5687.136773 = -16963461.462227
  nChanged 5596
		SP:Iteration 7F (57633.660000 sec): 3 clusters
  Score: Raw -16972225.336782 + Penalty 5687.136773 = -16966538.200009
  nChanged 6538
		SP:Iteration 8F (57634.680000 sec): 3 clusters
  Score: Raw -16976579.297859 + Penalty 5687.136773 = -16970892.161086
  nChanged 6853
		SP:Iteration 9F (57635.700000 sec): 3 clusters
  Score: Raw -16981852.873213 + Penalty 5687.136773 = -16976165.736440
  nChanged 6209
		SP:Iteration 10F (57636.650000 sec): 3 clusters
  Score: Raw -16987180.514886 + Penalty 5687.136773 = -16981493.378113
  nChanged 4839
		SP:Iteration 11F (57637.700000 sec): 3 clusters
  Score: Raw -16991578.934370 + Penalty 5687.136773 = -16985891.797597
  nChanged 3207
		SP:Iteration 12Q (57638.660000 sec): 3 clusters
  Score: Raw -16994516.498881 + Penalty 5687.136773 = -16988829.362108
  nChanged 1921
		SP:Iteration 13Q (57639.560000 sec): 3 clusters
  Score: Raw -16996305.907925 + Penalty 5687.136773 = -16990618.771152
  nChanged 1117
		SP:Iteration 14Q (57640.420000 sec): 3 clusters
  Score: Raw -16997323.013481 + Penalty 5687.136773 = -16991635.876708
  nChanged 656
		SP:Iteration 15Q (57641.240000 sec): 3 clusters
  Score: Raw -16997908.028024 + Penalty 5687.136773 = -16992220.891251
  nChanged 438
		SP:Iteration 16Q (57642.060000 sec): 3 clusters
  Score: Raw -16998259.957040 + Penalty 5687.136773 = -16992572.820268
  nChanged 262
		SP:Iteration 17Q (57642.810000 sec): 3 clusters
  Score: Raw -16998433.207636 + Penalty 5687.136773 = -16992746.070863
  nChanged 166
		SP:Iteration 18Q (57643.600000 sec): 3 clusters
  Score: Raw -16998528.025060 + Penalty 5687.136773 = -16992840.888287
  nChanged 106
		SP:Iteration 19Q (57644.430000 sec): 3 clusters
  Score: Raw -16998591.875919 + Penalty 5687.136773 = -16992904.739146
  nChanged 83
		SP:Iteration 20F (57645.420000 sec): 3 clusters
  Score: Raw -16998636.761149 + Penalty 5687.136773 = -16992949.624376
  nChanged 66
		SP:Iteration 21Q (57646.270000 sec): 3 clusters
  Score: Raw -16998670.443903 + Penalty 5687.136773 = -16992983.307130
  nChanged 63
		SP:Iteration 22Q (57647.140000 sec): 3 clusters
  Score: Raw -16998703.157188 + Penalty 5687.136773 = -16993016.020415
  nChanged 41
		SP:Iteration 23Q (57648.000000 sec): 3 clusters
  Score: Raw -16998725.224564 + Penalty 5687.136773 = -16993038.087791
  nChanged 30
		SP:Iteration 24Q (57648.890000 sec): 3 clusters
  Score: Raw -16998739.720502 + Penalty 5687.136773 = -16993052.583730
  nChanged 26
		SP:Iteration 25Q (57649.750000 sec): 3 clusters
  Score: Raw -16998749.706415 + Penalty 5687.136773 = -16993062.569643
  nChanged 19
		SP:Iteration 26Q (57650.660000 sec): 3 clusters
  Score: Raw -16998759.516048 + Penalty 5687.136773 = -16993072.379275
  nChanged 15
		SP:Iteration 27Q (57651.420000 sec): 3 clusters
  Score: Raw -16998765.591599 + Penalty 5687.136773 = -16993078.454826
  nChanged 16
		SP:Iteration 28Q (57652.320000 sec): 3 clusters
  Score: Raw -16998774.765048 + Penalty 5687.136773 = -16993087.628275
  nChanged 24
		SP:Iteration 29Q (57653.220000 sec): 3 clusters
  Score: Raw -16998787.110791 + Penalty 5687.136773 = -16993099.974019
  nChanged 21
		SP:Iteration 30Q (57654.010000 sec): 3 clusters
  Score: Raw -16998798.010368 + Penalty 5687.136773 = -16993110.873595
  nChanged 19
		SP:Iteration 31Q (57654.820000 sec): 3 clusters
  Score: Raw -16998805.516653 + Penalty 5687.136773 = -16993118.379880
  nChanged 12
		SP:Iteration 32Q (57655.590000 sec): 3 clusters
  Score: Raw -16998810.935893 + Penalty 5687.136773 = -16993123.799120
  nChanged 9
		SP:Iteration 33Q (57656.410000 sec): 3 clusters
  Score: Raw -16998815.207115 + Penalty 5687.136773 = -16993128.070342
  nChanged 10
		SP:Iteration 34Q (57657.270000 sec): 3 clusters
  Score: Raw -16998820.164214 + Penalty 5687.136773 = -16993133.027441
  nChanged 11
		SP:Iteration 35Q (57658.120000 sec): 3 clusters
  Score: Raw -16998826.008530 + Penalty 5687.136773 = -16993138.871757
  nChanged 12
		SP:Iteration 36Q (57658.970000 sec): 3 clusters
  Score: Raw -16998831.770481 + Penalty 5687.136773 = -16993144.633708
  nChanged 6
		SP:Iteration 37Q (57659.790000 sec): 3 clusters
  Score: Raw -16998835.252143 + Penalty 5687.136773 = -16993148.115370
  nChanged 8
		SP:Iteration 38Q (57660.610000 sec): 3 clusters
  Score: Raw -16998839.966620 + Penalty 5687.136773 = -16993152.829847
  nChanged 6
		SP:Iteration 39Q (57661.410000 sec): 3 clusters
  Score: Raw -16998842.852891 + Penalty 5687.136773 = -16993155.716118
  nChanged 6
		SP:Iteration 40F (57662.400000 sec): 3 clusters
  Score: Raw -16998846.243479 + Penalty 5687.136773 = -16993159.106706
  nChanged 7
		SP:Iteration 41Q (57663.240000 sec): 3 clusters
  Score: Raw -16998848.482179 + Penalty 5687.136773 = -16993161.345406
  nChanged 3
		SP:Iteration 42Q (57664.100000 sec): 3 clusters
  Score: Raw -16998849.202558 + Penalty 5687.136773 = -16993162.065785
  nChanged 1
		SP:Iteration 43Q (57664.950000 sec): 3 clusters
  Score: Raw -16998849.980012 + Penalty 5687.136773 = -16993162.843239
  nChanged 2
		SP:Iteration 44Q (57665.770000 sec): 3 clusters
  Score: Raw -16998850.684335 + Penalty 5687.136773 = -16993163.547562
  nChanged 2
		SP:Iteration 45Q (57666.540000 sec): 3 clusters
  Score: Raw -16998851.697516 + Penalty 5687.136773 = -16993164.560743
  nChanged 1
		SP:Iteration 46Q (57667.330000 sec): 3 clusters
  Score: Raw -16998852.144647 + Penalty 5687.136773 = -16993165.007875
  nChanged 2
		SP:Iteration 47Q (57668.130000 sec): 3 clusters
  Score: Raw -16998852.719896 + Penalty 5687.136773 = -16993165.583123
  nChanged 2
		SP:Iteration 48Q (57668.950000 sec): 3 clusters
  Score: Raw -16998853.641175 + Penalty 5687.136773 = -16993166.504402
  nChanged 2
		SP:Iteration 49Q (57669.810000 sec): 3 clusters
  Score: Raw -16998855.640116 + Penalty 5687.136773 = -16993168.503343
  nChanged 5
		SP:Iteration 50Q (57670.670000 sec): 3 clusters
  Score: Raw -16998858.378751 + Penalty 5687.136773 = -16993171.241978
  nChanged 4
		SP:Iteration 51Q (57671.470000 sec): 3 clusters
  Score: Raw -16998860.285493 + Penalty 5687.136773 = -16993173.148720
  nChanged 4
		SP:Iteration 52Q (57672.280000 sec): 3 clusters
  Score: Raw -16998861.865031 + Penalty 5687.136773 = -16993174.728258
  nChanged 3
		SP:Iteration 53Q (57673.100000 sec): 3 clusters
  Score: Raw -16998862.881824 + Penalty 5687.136773 = -16993175.745051
  nChanged 3
		SP:Iteration 54Q (57673.910000 sec): 3 clusters
  Score: Raw -16998864.069483 + Penalty 5687.136773 = -16993176.932710
  nChanged 3
		SP:Iteration 55Q (57674.730000 sec): 3 clusters
  Score: Raw -16998865.045289 + Penalty 5687.136773 = -16993177.908516
  nChanged 1
		SP:Iteration 56Q (57675.520000 sec): 3 clusters
  Score: Raw -16998865.213283 + Penalty 5687.136773 = -16993178.076510
  nChanged 0
		SP:Iteration 57F (57676.520000 sec): 3 clusters
  Score: Raw -16998865.213283 + Penalty 5687.136773 = -16993178.076510
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (20145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57676.730000 sec): 2 clusters
  Score: Raw -3466572.086595 + Penalty 2457.856427 = -3464114.230168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57677.040000 sec): 3 clusters
  Score: Raw -3454814.841125 + Penalty 4915.712853 = -3449899.128272
  nChanged 8851
		SP:Iteration 1F (57677.360000 sec): 3 clusters
  Score: Raw -3459723.278549 + Penalty 4915.712853 = -3454807.565696
  nChanged 1165
		SP:Iteration 2F (57677.670000 sec): 3 clusters
  Score: Raw -3460234.705287 + Penalty 4915.712853 = -3455318.992433
  nChanged 1008
		SP:Iteration 3F (57678.030000 sec): 3 clusters
  Score: Raw -3460689.093197 + Penalty 4915.712853 = -3455773.380344
  nChanged 934
		SP:Iteration 4Q (57678.370000 sec): 3 clusters
  Score: Raw -3461119.669175 + Penalty 4915.712853 = -3456203.956321
  nChanged 928
		SP:Iteration 5Q (57678.710000 sec): 3 clusters
  Score: Raw -3461618.062615 + Penalty 4915.712853 = -3456702.349761
  nChanged 930
		SP:Iteration 6Q (57679.090000 sec): 3 clusters
  Score: Raw -3462160.856490 + Penalty 4915.712853 = -3457245.143636
  nChanged 965
		SP:Iteration 7Q (57679.430000 sec): 3 clusters
  Score: Raw -3462771.512201 + Penalty 4915.712853 = -3457855.799348
  nChanged 1003
		SP:Iteration 8Q (57679.700000 sec): 3 clusters
  Score: Raw -3463516.182176 + Penalty 4915.712853 = -3458600.469322
  nChanged 1068
		SP:Iteration 9F (57680.070000 sec): 3 clusters
  Score: Raw -3464420.637987 + Penalty 4915.712853 = -3459504.925134
  nChanged 1057
		SP:Iteration 10F (57680.400000 sec): 3 clusters
  Score: Raw -3465232.439850 + Penalty 4915.712853 = -3460316.726997
  nChanged 895
		SP:Iteration 11Q (57680.730000 sec): 3 clusters
  Score: Raw -3465851.184866 + Penalty 4915.712853 = -3460935.472013
  nChanged 789
		SP:Iteration 12Q (57681.060000 sec): 3 clusters
  Score: Raw -3466351.422486 + Penalty 4915.712853 = -3461435.709633
  nChanged 648
		SP:Iteration 13Q (57681.330000 sec): 3 clusters
  Score: Raw -3466742.988337 + Penalty 4915.712853 = -3461827.275484
  nChanged 586
		SP:Iteration 14Q (57681.690000 sec): 3 clusters
  Score: Raw -3467091.871949 + Penalty 4915.712853 = -3462176.159096
  nChanged 511
		SP:Iteration 15Q (57682.070000 sec): 3 clusters
  Score: Raw -3467405.101707 + Penalty 4915.712853 = -3462489.388854
  nChanged 488
		SP:Iteration 16Q (57682.410000 sec): 3 clusters
  Score: Raw -3467691.615948 + Penalty 4915.712853 = -3462775.903095
  nChanged 423
		SP:Iteration 17Q (57682.750000 sec): 3 clusters
  Score: Raw -3467913.368613 + Penalty 4915.712853 = -3462997.655760
  nChanged 350
		SP:Iteration 18Q (57683.090000 sec): 3 clusters
  Score: Raw -3468061.413992 + Penalty 4915.712853 = -3463145.701138
  nChanged 299
		SP:Iteration 19Q (57683.430000 sec): 3 clusters
  Score: Raw -3468187.115838 + Penalty 4915.712853 = -3463271.402985
  nChanged 240
		SP:Iteration 20F (57683.710000 sec): 3 clusters
  Score: Raw -3468280.456155 + Penalty 4915.712853 = -3463364.743301
  nChanged 211
		SP:Iteration 21Q (57684.010000 sec): 3 clusters
  Score: Raw -3468344.574934 + Penalty 4915.712853 = -3463428.862081
  nChanged 159
		SP:Iteration 22Q (57684.330000 sec): 3 clusters
  Score: Raw -3468392.194106 + Penalty 4915.712853 = -3463476.481253
  nChanged 135
		SP:Iteration 23Q (57684.580000 sec): 3 clusters
  Score: Raw -3468419.972586 + Penalty 4915.712853 = -3463504.259733
  nChanged 109
		SP:Iteration 24Q (57684.870000 sec): 3 clusters
  Score: Raw -3468437.145488 + Penalty 4915.712853 = -3463521.432635
  nChanged 85
		SP:Iteration 25Q (57685.190000 sec): 3 clusters
  Score: Raw -3468450.367193 + Penalty 4915.712853 = -3463534.654339
  nChanged 69
		SP:Iteration 26Q (57685.450000 sec): 3 clusters
  Score: Raw -3468460.580251 + Penalty 4915.712853 = -3463544.867397
  nChanged 55
		SP:Iteration 27Q (57685.770000 sec): 3 clusters
  Score: Raw -3468468.146193 + Penalty 4915.712853 = -3463552.433340
  nChanged 41
		SP:Iteration 28Q (57686.110000 sec): 3 clusters
  Score: Raw -3468472.505791 + Penalty 4915.712853 = -3463556.792937
  nChanged 33
		SP:Iteration 29Q (57686.450000 sec): 3 clusters
  Score: Raw -3468476.615496 + Penalty 4915.712853 = -3463560.902643
  nChanged 37
		SP:Iteration 30Q (57686.750000 sec): 3 clusters
  Score: Raw -3468481.763102 + Penalty 4915.712853 = -3463566.050249
  nChanged 37
		SP:Iteration 31Q (57687.050000 sec): 3 clusters
  Score: Raw -3468487.105702 + Penalty 4915.712853 = -3463571.392849
  nChanged 27
		SP:Iteration 32Q (57687.400000 sec): 3 clusters
  Score: Raw -3468491.127895 + Penalty 4915.712853 = -3463575.415042
  nChanged 31
		SP:Iteration 33Q (57687.740000 sec): 3 clusters
  Score: Raw -3468495.018842 + Penalty 4915.712853 = -3463579.305988
  nChanged 28
		SP:Iteration 34Q (57688.080000 sec): 3 clusters
  Score: Raw -3468498.514090 + Penalty 4915.712853 = -3463582.801237
  nChanged 24
		SP:Iteration 35Q (57688.410000 sec): 3 clusters
  Score: Raw -3468501.668732 + Penalty 4915.712853 = -3463585.955878
  nChanged 24
		SP:Iteration 36Q (57688.760000 sec): 3 clusters
  Score: Raw -3468504.365868 + Penalty 4915.712853 = -3463588.653014
  nChanged 26
		SP:Iteration 37Q (57689.100000 sec): 3 clusters
  Score: Raw -3468507.338585 + Penalty 4915.712853 = -3463591.625732
  nChanged 24
		SP:Iteration 38Q (57689.480000 sec): 3 clusters
  Score: Raw -3468510.416266 + Penalty 4915.712853 = -3463594.703413
  nChanged 22
		SP:Iteration 39Q (57689.740000 sec): 3 clusters
  Score: Raw -3468512.652735 + Penalty 4915.712853 = -3463596.939882
  nChanged 18
		SP:Iteration 40F (57690.120000 sec): 3 clusters
  Score: Raw -3468514.939244 + Penalty 4915.712853 = -3463599.226391
  nChanged 16
		SP:Iteration 41Q (57690.460000 sec): 3 clusters
  Score: Raw -3468516.552785 + Penalty 4915.712853 = -3463600.839932
  nChanged 18
		SP:Iteration 42Q (57690.810000 sec): 3 clusters
  Score: Raw -3468518.413677 + Penalty 4915.712853 = -3463602.700824
  nChanged 14
		SP:Iteration 43Q (57691.140000 sec): 3 clusters
  Score: Raw -3468519.957637 + Penalty 4915.712853 = -3463604.244784
  nChanged 15
		SP:Iteration 44Q (57691.490000 sec): 3 clusters
  Score: Raw -3468521.528668 + Penalty 4915.712853 = -3463605.815815
  nChanged 10
		SP:Iteration 45Q (57691.830000 sec): 3 clusters
  Score: Raw -3468522.444962 + Penalty 4915.712853 = -3463606.732109
  nChanged 8
		SP:Iteration 46Q (57692.090000 sec): 3 clusters
  Score: Raw -3468522.993844 + Penalty 4915.712853 = -3463607.280991
  nChanged 4
		SP:Iteration 47Q (57692.430000 sec): 3 clusters
  Score: Raw -3468523.323660 + Penalty 4915.712853 = -3463607.610807
  nChanged 6
		SP:Iteration 48Q (57692.740000 sec): 3 clusters
  Score: Raw -3468523.971847 + Penalty 4915.712853 = -3463608.258994
  nChanged 2
		SP:Iteration 49Q (57693.070000 sec): 3 clusters
  Score: Raw -3468524.081201 + Penalty 4915.712853 = -3463608.368347
  nChanged 0
		SP:Iteration 50F (57693.420000 sec): 3 clusters
  Score: Raw -3468524.081201 + Penalty 4915.712853 = -3463608.368347
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 10 (480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57693.510000 sec): 2 clusters
  Score: Raw -71147.180337 + Penalty 1531.098954 = -69616.081384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57693.680000 sec): 3 clusters
  Score: Raw -71238.601242 + Penalty 3062.197908 = -68176.403335
  nChanged 84
		SP:Iteration 1F (57693.860000 sec): 3 clusters
  Score: Raw -71387.119373 + Penalty 3062.197908 = -68324.921465
  nChanged 28
		SP:Iteration 2F (57694.040000 sec): 3 clusters
  Score: Raw -71452.448632 + Penalty 3062.197908 = -68390.250724
  nChanged 19
		SP:Iteration 3Q (57694.210000 sec): 3 clusters
  Score: Raw -71499.751213 + Penalty 3062.197908 = -68437.553306
  nChanged 17
		SP:Iteration 4Q (57694.390000 sec): 3 clusters
  Score: Raw -71538.308415 + Penalty 3062.197908 = -68476.110508
  nChanged 19
		SP:Iteration 5Q (57694.560000 sec): 3 clusters
  Score: Raw -71630.119136 + Penalty 3062.197908 = -68567.921229
  nChanged 14
		SP:Iteration 6Q (57694.780000 sec): 3 clusters
  Score: Raw -71673.259976 + Penalty 3062.197908 = -68611.062068
  nChanged 17
		SP:Iteration 7Q (57694.960000 sec): 3 clusters
  Score: Raw -71731.603081 + Penalty 3062.197908 = -68669.405173
  nChanged 11
		SP:Iteration 8Q (57695.130000 sec): 3 clusters
  Score: Raw -71792.724893 + Penalty 3062.197908 = -68730.526986
  nChanged 12
		SP:Iteration 9Q (57695.260000 sec): 3 clusters
  Score: Raw -71874.348139 + Penalty 3062.197908 = -68812.150232
  nChanged 10
		SP:Iteration 10Q (57695.440000 sec): 3 clusters
  Score: Raw -71917.166408 + Penalty 3062.197908 = -68854.968500
  nChanged 7
		SP:Iteration 11Q (57695.620000 sec): 3 clusters
  Score: Raw -71960.961469 + Penalty 3062.197908 = -68898.763562
  nChanged 6
		SP:Iteration 12Q (57695.790000 sec): 3 clusters
  Score: Raw -71994.768231 + Penalty 3062.197908 = -68932.570324
  nChanged 6
		SP:Iteration 13Q (57695.960000 sec): 3 clusters
  Score: Raw -72019.616703 + Penalty 3062.197908 = -68957.418795
  nChanged 7
		SP:Iteration 14Q (57696.140000 sec): 3 clusters
  Score: Raw -72046.958688 + Penalty 3062.197908 = -68984.760780
  nChanged 3
		SP:Iteration 15Q (57696.300000 sec): 3 clusters
  Score: Raw -72065.588858 + Penalty 3062.197908 = -69003.390950
  nChanged 2
		SP:Iteration 16Q (57696.480000 sec): 3 clusters
  Score: Raw -72076.754824 + Penalty 3062.197908 = -69014.556916
  nChanged 1
		SP:Iteration 17Q (57696.660000 sec): 3 clusters
  Score: Raw -72083.056079 + Penalty 3062.197908 = -69020.858172
  nChanged 1
		SP:Iteration 18Q (57696.830000 sec): 3 clusters
  Score: Raw -72085.455733 + Penalty 3062.197908 = -69023.257825
  nChanged 0
		SP:Iteration 19F (57697.010000 sec): 3 clusters
  Score: Raw -72085.455733 + Penalty 3062.197908 = -69023.257825
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57697.100000 sec): 2 clusters
  Score: Raw -76738.142255 + Penalty 1533.668925 = -75204.473330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57697.270000 sec): 3 clusters
  Score: Raw -76872.261871 + Penalty 3067.337850 = -73804.924021
  nChanged 107
		SP:Iteration 1F (57697.450000 sec): 3 clusters
  Score: Raw -77103.253371 + Penalty 3067.337850 = -74035.915521
  nChanged 35
		SP:Iteration 2F (57697.620000 sec): 3 clusters
  Score: Raw -77210.074539 + Penalty 3067.337850 = -74142.736689
  nChanged 13
		SP:Iteration 3Q (57697.800000 sec): 3 clusters
  Score: Raw -77263.648750 + Penalty 3067.337850 = -74196.310900
  nChanged 13
		SP:Iteration 4Q (57697.980000 sec): 3 clusters
  Score: Raw -77314.705025 + Penalty 3067.337850 = -74247.367175
  nChanged 7
		SP:Iteration 5Q (57698.150000 sec): 3 clusters
  Score: Raw -77334.163288 + Penalty 3067.337850 = -74266.825438
  nChanged 3
		SP:Iteration 6Q (57698.330000 sec): 3 clusters
  Score: Raw -77340.295816 + Penalty 3067.337850 = -74272.957966
  nChanged 0
		SP:Iteration 7F (57698.500000 sec): 3 clusters
  Score: Raw -77340.295816 + Penalty 3067.337850 = -74272.957966
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 12 (944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57698.590000 sec): 2 clusters
  Score: Raw -159235.494632 + Penalty 1698.831289 = -157536.663343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57698.770000 sec): 3 clusters
  Score: Raw -159051.500738 + Penalty 3397.662578 = -155653.838160
  nChanged 219
		SP:Iteration 1F (57698.940000 sec): 3 clusters
  Score: Raw -159328.437443 + Penalty 3397.662578 = -155930.774865
  nChanged 42
		SP:Iteration 2Q (57699.120000 sec): 3 clusters
  Score: Raw -159396.847098 + Penalty 3397.662578 = -155999.184519
  nChanged 30
		SP:Iteration 3Q (57699.290000 sec): 3 clusters
  Score: Raw -159441.977632 + Penalty 3397.662578 = -156044.315054
  nChanged 16
		SP:Iteration 4Q (57699.460000 sec): 3 clusters
  Score: Raw -159467.517853 + Penalty 3397.662578 = -156069.855274
  nChanged 12
		SP:Iteration 5Q (57699.640000 sec): 3 clusters
  Score: Raw -159486.971486 + Penalty 3397.662578 = -156089.308907
  nChanged 11
		SP:Iteration 6Q (57699.820000 sec): 3 clusters
  Score: Raw -159504.998233 + Penalty 3397.662578 = -156107.335655
  nChanged 13
		SP:Iteration 7Q (57699.990000 sec): 3 clusters
  Score: Raw -159525.374616 + Penalty 3397.662578 = -156127.712038
  nChanged 8
		SP:Iteration 8Q (57700.170000 sec): 3 clusters
  Score: Raw -159533.771097 + Penalty 3397.662578 = -156136.108519
  nChanged 6
		SP:Iteration 9Q (57700.340000 sec): 3 clusters
  Score: Raw -159539.425678 + Penalty 3397.662578 = -156141.763100
  nChanged 5
		SP:Iteration 10Q (57700.520000 sec): 3 clusters
  Score: Raw -159547.397358 + Penalty 3397.662578 = -156149.734779
  nChanged 8
		SP:Iteration 11Q (57700.700000 sec): 3 clusters
  Score: Raw -159581.345242 + Penalty 3397.662578 = -156183.682664
  nChanged 13
		SP:Iteration 12Q (57700.870000 sec): 3 clusters
  Score: Raw -159630.211705 + Penalty 3397.662578 = -156232.549127
  nChanged 14
		SP:Iteration 13Q (57701.050000 sec): 3 clusters
  Score: Raw -159654.932498 + Penalty 3397.662578 = -156257.269920
  nChanged 7
		SP:Iteration 14Q (57701.220000 sec): 3 clusters
  Score: Raw -159665.885414 + Penalty 3397.662578 = -156268.222835
  nChanged 7
		SP:Iteration 15Q (57701.400000 sec): 3 clusters
  Score: Raw -159679.464979 + Penalty 3397.662578 = -156281.802400
  nChanged 11
		SP:Iteration 16Q (57701.570000 sec): 3 clusters
  Score: Raw -159700.833629 + Penalty 3397.662578 = -156303.171050
  nChanged 15
		SP:Iteration 17Q (57701.710000 sec): 3 clusters
  Score: Raw -159726.003083 + Penalty 3397.662578 = -156328.340504
  nChanged 11
		SP:Iteration 18Q (57701.730000 sec): 3 clusters
  Score: Raw -159740.462859 + Penalty 3397.662578 = -156342.800280
  nChanged 7
		SP:Iteration 19Q (57701.760000 sec): 3 clusters
  Score: Raw -159752.888693 + Penalty 3397.662578 = -156355.226115
  nChanged 12
		SP:Iteration 20F (57701.790000 sec): 3 clusters
  Score: Raw -159780.375276 + Penalty 3397.662578 = -156382.712698
  nChanged 14
		SP:Iteration 21Q (57701.820000 sec): 3 clusters
  Score: Raw -159818.790027 + Penalty 3397.662578 = -156421.127449
  nChanged 17
		SP:Iteration 22Q (57701.850000 sec): 3 clusters
  Score: Raw -159861.125638 + Penalty 3397.662578 = -156463.463060
  nChanged 14
		SP:Iteration 23Q (57701.880000 sec): 3 clusters
  Score: Raw -159894.312967 + Penalty 3397.662578 = -156496.650388
  nChanged 15
		SP:Iteration 24Q (57701.910000 sec): 3 clusters
  Score: Raw -159938.492370 + Penalty 3397.662578 = -156540.829792
  nChanged 18
		SP:Iteration 25Q (57701.940000 sec): 3 clusters
  Score: Raw -159988.939344 + Penalty 3397.662578 = -156591.276765
  nChanged 22
		SP:Iteration 26Q (57701.970000 sec): 3 clusters
  Score: Raw -160033.893432 + Penalty 3397.662578 = -156636.230853
  nChanged 24
		SP:Iteration 27Q (57702.000000 sec): 3 clusters
  Score: Raw -160102.617108 + Penalty 3397.662578 = -156704.954529
  nChanged 26
		SP:Iteration 28Q (57702.030000 sec): 3 clusters
  Score: Raw -160184.042542 + Penalty 3397.662578 = -156786.379963
  nChanged 23
		SP:Iteration 29Q (57702.060000 sec): 3 clusters
  Score: Raw -160260.310258 + Penalty 3397.662578 = -156862.647680
  nChanged 29
		SP:Iteration 30Q (57702.090000 sec): 3 clusters
  Score: Raw -160355.669488 + Penalty 3397.662578 = -156958.006909
  nChanged 23
		SP:Iteration 31Q (57702.120000 sec): 3 clusters
  Score: Raw -160468.640261 + Penalty 3397.662578 = -157070.977682
  nChanged 22
		SP:Iteration 32Q (57702.150000 sec): 3 clusters
  Score: Raw -160551.836855 + Penalty 3397.662578 = -157154.174277
  nChanged 13
		SP:Iteration 33Q (57702.180000 sec): 3 clusters
  Score: Raw -160594.131194 + Penalty 3397.662578 = -157196.468616
  nChanged 11
		SP:Iteration 34Q (57702.210000 sec): 3 clusters
  Score: Raw -160614.868928 + Penalty 3397.662578 = -157217.206350
  nChanged 7
		SP:Iteration 35Q (57702.240000 sec): 3 clusters
  Score: Raw -160630.274086 + Penalty 3397.662578 = -157232.611508
  nChanged 3
		SP:Iteration 36Q (57702.270000 sec): 3 clusters
  Score: Raw -160638.926363 + Penalty 3397.662578 = -157241.263785
  nChanged 2
		SP:Iteration 37Q (57702.300000 sec): 3 clusters
  Score: Raw -160642.047432 + Penalty 3397.662578 = -157244.384854
  nChanged 1
		SP:Iteration 38Q (57702.330000 sec): 3 clusters
  Score: Raw -160644.216486 + Penalty 3397.662578 = -157246.553908
  nChanged 1
		SP:Iteration 39Q (57702.360000 sec): 3 clusters
  Score: Raw -160645.351107 + Penalty 3397.662578 = -157247.688529
  nChanged 1
		SP:Iteration 40F (57702.400000 sec): 3 clusters
  Score: Raw -160647.656037 + Penalty 3397.662578 = -157249.993458
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 13 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57702.430000 sec): 2 clusters
  Score: Raw -90803.672999 + Penalty 1570.653348 = -89233.019652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57702.450000 sec): 3 clusters
  Score: Raw -90814.831314 + Penalty 3141.306696 = -87673.524618
  nChanged 107
		SP:Iteration 1F (57702.480000 sec): 3 clusters
  Score: Raw -90996.791151 + Penalty 3141.306696 = -87855.484455
  nChanged 25
		SP:Iteration 2Q (57702.500000 sec): 3 clusters
  Score: Raw -91087.357239 + Penalty 3141.306696 = -87946.050543
  nChanged 16
		SP:Iteration 3Q (57702.520000 sec): 3 clusters
  Score: Raw -91152.499867 + Penalty 3141.306696 = -88011.193171
  nChanged 11
		SP:Iteration 4Q (57702.540000 sec): 3 clusters
  Score: Raw -91202.633767 + Penalty 3141.306696 = -88061.327071
  nChanged 13
		SP:Iteration 5Q (57702.570000 sec): 3 clusters
  Score: Raw -91225.927293 + Penalty 3141.306696 = -88084.620597
  nChanged 3
		SP:Iteration 6Q (57702.590000 sec): 3 clusters
  Score: Raw -91233.013460 + Penalty 3141.306696 = -88091.706764
  nChanged 4
		SP:Iteration 7Q (57702.610000 sec): 3 clusters
  Score: Raw -91240.184853 + Penalty 3141.306696 = -88098.878157
  nChanged 1
		SP:Iteration 8Q (57702.640000 sec): 3 clusters
  Score: Raw -91241.503428 + Penalty 3141.306696 = -88100.196733
  nChanged 1
		SP:Iteration 9Q (57702.660000 sec): 3 clusters
  Score: Raw -91242.999920 + Penalty 3141.306696 = -88101.693225
  nChanged 2
		SP:Iteration 10Q (57702.680000 sec): 3 clusters
  Score: Raw -91246.018425 + Penalty 3141.306696 = -88104.711729
  nChanged 1
		SP:Iteration 11Q (57702.780000 sec): 3 clusters
  Score: Raw -91249.901336 + Penalty 3141.306696 = -88108.594640
  nChanged 1
		SP:Iteration 12Q (57702.910000 sec): 3 clusters
  Score: Raw -91250.390478 + Penalty 3141.306696 = -88109.083783
  nChanged 0
		SP:Iteration 13F (57703.090000 sec): 3 clusters
  Score: Raw -91250.390478 + Penalty 3141.306696 = -88109.083783
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57703.180000 sec): 2 clusters
  Score: Raw -15906.793680 + Penalty 1174.577215 = -14732.216465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57703.350000 sec): 3 clusters
  Score: Raw -16239.935676 + Penalty 2349.154430 = -13890.781246
  nChanged 2
		SP:Iteration 1Q (57703.530000 sec): 3 clusters
  Score: Raw -16251.855796 + Penalty 2349.154430 = -13902.701365
  nChanged 0
		SP:Iteration 2F (57703.700000 sec): 3 clusters
  Score: Raw -16251.855796 + Penalty 2349.154430 = -13902.701365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57703.790000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57703.840000 sec): 3 clusters
  Score: Raw -88288.072346 + Penalty 3127.006606 = -85161.065740
  nChanged 116
		SP:Iteration 1F (57703.850000 sec): 3 clusters
  Score: Raw -88589.929507 + Penalty 3127.006606 = -85462.922901
  nChanged 23
		SP:Iteration 2Q (57703.870000 sec): 3 clusters
  Score: Raw -88718.109985 + Penalty 3127.006606 = -85591.103379
  nChanged 14
		SP:Iteration 3Q (57703.880000 sec): 3 clusters
  Score: Raw -88964.961063 + Penalty 3127.006606 = -85837.954457
  nChanged 24
		SP:Iteration 4Q (57703.900000 sec): 3 clusters
  Score: Raw -89192.839809 + Penalty 3127.006606 = -86065.833203
  nChanged 31
		SP:Iteration 5F (57703.920000 sec): 3 clusters
  Score: Raw -89271.769218 + Penalty 3127.006606 = -86144.762612
  nChanged 33
		SP:Iteration 6F (57703.950000 sec): 3 clusters
  Score: Raw -89365.726140 + Penalty 3127.006606 = -86238.719534
  nChanged 28
		SP:Iteration 7F (57703.970000 sec): 3 clusters
  Score: Raw -89447.472605 + Penalty 3127.006606 = -86320.465999
  nChanged 24
		SP:Iteration 8Q (57703.990000 sec): 3 clusters
  Score: Raw -89509.728761 + Penalty 3127.006606 = -86382.722155
  nChanged 14
		SP:Iteration 9Q (57704.010000 sec): 3 clusters
  Score: Raw -89544.949897 + Penalty 3127.006606 = -86417.943291
  nChanged 8
		SP:Iteration 10Q (57704.020000 sec): 3 clusters
  Score: Raw -89570.985762 + Penalty 3127.006606 = -86443.979156
  nChanged 7
		SP:Iteration 11Q (57704.040000 sec): 3 clusters
  Score: Raw -89590.121793 + Penalty 3127.006606 = -86463.115187
  nChanged 3
		SP:Iteration 12Q (57704.050000 sec): 3 clusters
  Score: Raw -89608.869473 + Penalty 3127.006606 = -86481.862867
  nChanged 2
		SP:Iteration 13Q (57704.070000 sec): 3 clusters
  Score: Raw -89616.339232 + Penalty 3127.006606 = -86489.332626
  nChanged 0
		SP:Iteration 14F (57704.090000 sec): 3 clusters
  Score: Raw -89616.339232 + Penalty 3127.006606 = -86489.332626
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57704.120000 sec): 2 clusters
  Score: Raw -52299.371293 + Penalty 1431.317399 = -50868.053894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57704.130000 sec): 3 clusters
  Score: Raw -52393.415305 + Penalty 2862.634797 = -49530.780508
  nChanged 44
		SP:Iteration 1F (57704.140000 sec): 3 clusters
  Score: Raw -52586.982870 + Penalty 2862.634797 = -49724.348073
  nChanged 12
		SP:Iteration 2Q (57704.160000 sec): 3 clusters
  Score: Raw -52744.606879 + Penalty 2862.634797 = -49881.972082
  nChanged 12
		SP:Iteration 3Q (57704.160000 sec): 3 clusters
  Score: Raw -53086.463927 + Penalty 2862.634797 = -50223.829130
  nChanged 22
		SP:Iteration 4F (57704.180000 sec): 3 clusters
  Score: Raw -53178.607853 + Penalty 2862.634797 = -50315.973056
  nChanged 10
		SP:Iteration 5Q (57704.190000 sec): 3 clusters
  Score: Raw -53222.624118 + Penalty 2862.634797 = -50359.989321
  nChanged 9
		SP:Iteration 6Q (57704.200000 sec): 3 clusters
  Score: Raw -53264.650548 + Penalty 2862.634797 = -50402.015751
  nChanged 3
		SP:Iteration 7Q (57704.210000 sec): 3 clusters
  Score: Raw -53276.643532 + Penalty 2862.634797 = -50414.008735
  nChanged 1
		SP:Iteration 8Q (57704.220000 sec): 3 clusters
  Score: Raw -53279.630194 + Penalty 2862.634797 = -50416.995397
  nChanged 2
		SP:Iteration 9Q (57704.230000 sec): 3 clusters
  Score: Raw -53286.540692 + Penalty 2862.634797 = -50423.905895
  nChanged 1
		SP:Iteration 10Q (57704.240000 sec): 3 clusters
  Score: Raw -53293.841000 + Penalty 2862.634797 = -50431.206203
  nChanged 0
		SP:Iteration 11F (57704.260000 sec): 3 clusters
  Score: Raw -53293.841000 + Penalty 2862.634797 = -50431.206203
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 17 (325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57704.280000 sec): 2 clusters
  Score: Raw -40138.970829 + Penalty 1434.388645 = -38704.582184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57704.290000 sec): 3 clusters
  Score: Raw -40326.137248 + Penalty 2868.777290 = -37457.359957
  nChanged 46
		SP:Iteration 1F (57704.300000 sec): 3 clusters
  Score: Raw -40524.165181 + Penalty 2868.777290 = -37655.387890
  nChanged 19
		SP:Iteration 2F (57704.320000 sec): 3 clusters
  Score: Raw -40717.172921 + Penalty 2868.777290 = -37848.395631
  nChanged 17
		SP:Iteration 3F (57704.330000 sec): 3 clusters
  Score: Raw -40830.383545 + Penalty 2868.777290 = -37961.606254
  nChanged 14
		SP:Iteration 4Q (57704.340000 sec): 3 clusters
  Score: Raw -40973.306663 + Penalty 2868.777290 = -38104.529372
  nChanged 12
		SP:Iteration 5Q (57704.360000 sec): 3 clusters
  Score: Raw -41208.741062 + Penalty 2868.777290 = -38339.963771
  nChanged 12
		SP:Iteration 6Q (57704.360000 sec): 3 clusters
  Score: Raw -41277.804370 + Penalty 2868.777290 = -38409.027080
  nChanged 9
		SP:Iteration 7Q (57704.380000 sec): 3 clusters
  Score: Raw -41398.626073 + Penalty 2868.777290 = -38529.848782
  nChanged 6
		SP:Iteration 8Q (57704.390000 sec): 3 clusters
  Score: Raw -41441.238152 + Penalty 2868.777290 = -38572.460861
  nChanged 2
		SP:Iteration 9Q (57704.400000 sec): 3 clusters
  Score: Raw -41463.669356 + Penalty 2868.777290 = -38594.892066
  nChanged 1
		SP:Iteration 10Q (57704.410000 sec): 3 clusters
  Score: Raw -41468.562363 + Penalty 2868.777290 = -38599.785073
  nChanged 1
		SP:Iteration 11Q (57704.420000 sec): 3 clusters
  Score: Raw -41480.124621 + Penalty 2868.777290 = -38611.347331
  nChanged 0
		SP:Iteration 12F (57704.430000 sec): 3 clusters
  Score: Raw -41482.853136 + Penalty 2868.777290 = -38614.075846
  nChanged 2
		SP:Iteration 13Q (57704.450000 sec): 3 clusters
  Score: Raw -41527.112596 + Penalty 2868.777290 = -38658.335305
  nChanged 2
		SP:Iteration 14Q (57704.460000 sec): 3 clusters
  Score: Raw -41583.854779 + Penalty 2868.777290 = -38715.077489
  nChanged 3
		SP:Iteration 15Q (57704.470000 sec): 3 clusters
  Score: Raw -41644.690438 + Penalty 2868.777290 = -38775.913148
  nChanged 3
		SP:Iteration 16Q (57704.480000 sec): 3 clusters
  Score: Raw -41675.757308 + Penalty 2868.777290 = -38806.980017
  nChanged 1
		SP:Iteration 17Q (57704.490000 sec): 3 clusters
  Score: Raw -41681.134225 + Penalty 2868.777290 = -38812.356935
  nChanged 1
		SP:Iteration 18Q (57704.500000 sec): 3 clusters
  Score: Raw -41684.029857 + Penalty 2868.777290 = -38815.252567
  nChanged 0
		SP:Iteration 19F (57704.510000 sec): 3 clusters
  Score: Raw -41684.029857 + Penalty 2868.777290 = -38815.252567
  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 3.87 GB.

 Trying to split cluster 18 (1569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57704.580000 sec): 2 clusters
  Score: Raw -288836.970072 + Penalty 1824.832051 = -287012.138021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57704.620000 sec): 3 clusters
  Score: Raw -288351.165851 + Penalty 3649.664101 = -284701.501750
  nChanged 448
		SP:Iteration 1F (57704.660000 sec): 3 clusters
  Score: Raw -288743.125961 + Penalty 3649.664101 = -285093.461860
  nChanged 110
		SP:Iteration 2F (57704.700000 sec): 3 clusters
  Score: Raw -288843.217032 + Penalty 3649.664101 = -285193.552931
  nChanged 50
		SP:Iteration 3Q (57704.740000 sec): 3 clusters
  Score: Raw -288884.919782 + Penalty 3649.664101 = -285235.255681
  nChanged 36
		SP:Iteration 4Q (57704.780000 sec): 3 clusters
  Score: Raw -288913.426599 + Penalty 3649.664101 = -285263.762498
  nChanged 24
		SP:Iteration 5Q (57704.820000 sec): 3 clusters
  Score: Raw -288933.553134 + Penalty 3649.664101 = -285283.889032
  nChanged 20
		SP:Iteration 6Q (57704.860000 sec): 3 clusters
  Score: Raw -288945.271759 + Penalty 3649.664101 = -285295.607658
  nChanged 14
		SP:Iteration 7Q (57704.910000 sec): 3 clusters
  Score: Raw -288954.750707 + Penalty 3649.664101 = -285305.086605
  nChanged 11
		SP:Iteration 8Q (57704.950000 sec): 3 clusters
  Score: Raw -288963.979368 + Penalty 3649.664101 = -285314.315267
  nChanged 9
		SP:Iteration 9Q (57704.990000 sec): 3 clusters
  Score: Raw -288970.136793 + Penalty 3649.664101 = -285320.472692
  nChanged 3
		SP:Iteration 10Q (57705.030000 sec): 3 clusters
  Score: Raw -288971.859614 + Penalty 3649.664101 = -285322.195512
  nChanged 1
		SP:Iteration 11Q (57705.070000 sec): 3 clusters
  Score: Raw -288971.948292 + Penalty 3649.664101 = -285322.284190
  nChanged 2
		SP:Iteration 12Q (57705.110000 sec): 3 clusters
  Score: Raw -288972.666924 + Penalty 3649.664101 = -285323.002823
  nChanged 1
		SP:Iteration 13Q (57705.150000 sec): 3 clusters
  Score: Raw -288974.288984 + Penalty 3649.664101 = -285324.624882
  nChanged 1
		SP:Iteration 14Q (57705.190000 sec): 3 clusters
  Score: Raw -288974.822571 + Penalty 3649.664101 = -285325.158470
  nChanged 0
		SP:Iteration 15F (57705.230000 sec): 3 clusters
  Score: Raw -288974.822571 + Penalty 3649.664101 = -285325.158470
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (14775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57705.470000 sec): 2 clusters
  Score: Raw -2734796.914571 + Penalty 2380.971577 = -2732415.942994
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57705.740000 sec): 3 clusters
  Score: Raw -2726513.250242 + Penalty 4761.943154 = -2721751.307088
  nChanged 6210
		SP:Iteration 1F (57706.040000 sec): 3 clusters
  Score: Raw -2729791.860771 + Penalty 4761.943154 = -2725029.917617
  nChanged 899
		SP:Iteration 2F (57706.350000 sec): 3 clusters
  Score: Raw -2730157.362301 + Penalty 4761.943154 = -2725395.419148
  nChanged 709
		SP:Iteration 3Q (57706.660000 sec): 3 clusters
  Score: Raw -2730439.810758 + Penalty 4761.943154 = -2725677.867604
  nChanged 609
		SP:Iteration 4Q (57707.020000 sec): 3 clusters
  Score: Raw -2730664.649160 + Penalty 4761.943154 = -2725902.706006
  nChanged 573
		SP:Iteration 5Q (57707.280000 sec): 3 clusters
  Score: Raw -2730889.494293 + Penalty 4761.943154 = -2726127.551139
  nChanged 542
		SP:Iteration 6Q (57707.520000 sec): 3 clusters
  Score: Raw -2731109.711160 + Penalty 4761.943154 = -2726347.768007
  nChanged 556
		SP:Iteration 7Q (57707.860000 sec): 3 clusters
  Score: Raw -2731354.193512 + Penalty 4761.943154 = -2726592.250358
  nChanged 590
		SP:Iteration 8Q (57708.170000 sec): 3 clusters
  Score: Raw -2731636.173512 + Penalty 4761.943154 = -2726874.230358
  nChanged 610
		SP:Iteration 9Q (57708.470000 sec): 3 clusters
  Score: Raw -2731956.744819 + Penalty 4761.943154 = -2727194.801665
  nChanged 617
		SP:Iteration 10Q (57708.780000 sec): 3 clusters
  Score: Raw -2732305.925718 + Penalty 4761.943154 = -2727543.982564
  nChanged 638
		SP:Iteration 11Q (57709.090000 sec): 3 clusters
  Score: Raw -2732714.556317 + Penalty 4761.943154 = -2727952.613163
  nChanged 676
		SP:Iteration 12Q (57709.340000 sec): 3 clusters
  Score: Raw -2733182.870857 + Penalty 4761.943154 = -2728420.927703
  nChanged 590
		SP:Iteration 13Q (57709.550000 sec): 3 clusters
  Score: Raw -2733621.016044 + Penalty 4761.943154 = -2728859.072890
  nChanged 509
		SP:Iteration 14Q (57709.860000 sec): 3 clusters
  Score: Raw -2734041.693697 + Penalty 4761.943154 = -2729279.750543
  nChanged 382
		SP:Iteration 15Q (57710.180000 sec): 3 clusters
  Score: Raw -2734377.981037 + Penalty 4761.943154 = -2729616.037883
  nChanged 254
		SP:Iteration 16Q (57710.450000 sec): 3 clusters
  Score: Raw -2734599.328860 + Penalty 4761.943154 = -2729837.385706
  nChanged 154
		SP:Iteration 17Q (57710.720000 sec): 3 clusters
  Score: Raw -2734735.815135 + Penalty 4761.943154 = -2729973.871981
  nChanged 107
		SP:Iteration 18Q (57711.000000 sec): 3 clusters
  Score: Raw -2734835.771786 + Penalty 4761.943154 = -2730073.828633
  nChanged 65
		SP:Iteration 19Q (57711.260000 sec): 3 clusters
  Score: Raw -2734903.899395 + Penalty 4761.943154 = -2730141.956241
  nChanged 44
		SP:Iteration 20F (57711.540000 sec): 3 clusters
  Score: Raw -2734941.584159 + Penalty 4761.943154 = -2730179.641005
  nChanged 29
		SP:Iteration 21Q (57711.820000 sec): 3 clusters
  Score: Raw -2734975.588896 + Penalty 4761.943154 = -2730213.645742
  nChanged 29
		SP:Iteration 22Q (57712.090000 sec): 3 clusters
  Score: Raw -2735008.384134 + Penalty 4761.943154 = -2730246.440980
  nChanged 16
		SP:Iteration 23Q (57712.360000 sec): 3 clusters
  Score: Raw -2735025.202413 + Penalty 4761.943154 = -2730263.259259
  nChanged 11
		SP:Iteration 24Q (57712.640000 sec): 3 clusters
  Score: Raw -2735037.052068 + Penalty 4761.943154 = -2730275.108914
  nChanged 9
		SP:Iteration 25Q (57712.910000 sec): 3 clusters
  Score: Raw -2735044.942298 + Penalty 4761.943154 = -2730282.999144
  nChanged 7
		SP:Iteration 26Q (57713.190000 sec): 3 clusters
  Score: Raw -2735052.330337 + Penalty 4761.943154 = -2730290.387183
  nChanged 9
		SP:Iteration 27Q (57713.460000 sec): 3 clusters
  Score: Raw -2735063.463280 + Penalty 4761.943154 = -2730301.520126
  nChanged 6
		SP:Iteration 28Q (57713.770000 sec): 3 clusters
  Score: Raw -2735069.435759 + Penalty 4761.943154 = -2730307.492605
  nChanged 7
		SP:Iteration 29Q (57714.010000 sec): 3 clusters
  Score: Raw -2735078.170716 + Penalty 4761.943154 = -2730316.227562
  nChanged 8
		SP:Iteration 30Q (57714.210000 sec): 3 clusters
  Score: Raw -2735088.868123 + Penalty 4761.943154 = -2730326.924970
  nChanged 8
		SP:Iteration 31Q (57714.400000 sec): 3 clusters
  Score: Raw -2735104.709364 + Penalty 4761.943154 = -2730342.766210
  nChanged 7
		SP:Iteration 32Q (57714.630000 sec): 3 clusters
  Score: Raw -2735112.997151 + Penalty 4761.943154 = -2730351.053997
  nChanged 6
		SP:Iteration 33Q (57714.880000 sec): 3 clusters
  Score: Raw -2735119.005530 + Penalty 4761.943154 = -2730357.062376
  nChanged 1
		SP:Iteration 34Q (57715.180000 sec): 3 clusters
  Score: Raw -2735120.965734 + Penalty 4761.943154 = -2730359.022580
  nChanged 2
		SP:Iteration 35Q (57715.450000 sec): 3 clusters
  Score: Raw -2735124.829902 + Penalty 4761.943154 = -2730362.886748
  nChanged 4
		SP:Iteration 36Q (57715.730000 sec): 3 clusters
  Score: Raw -2735130.850030 + Penalty 4761.943154 = -2730368.906876
  nChanged 4
		SP:Iteration 37Q (57716.000000 sec): 3 clusters
  Score: Raw -2735136.312415 + Penalty 4761.943154 = -2730374.369261
  nChanged 7
		SP:Iteration 38Q (57716.280000 sec): 3 clusters
  Score: Raw -2735144.623448 + Penalty 4761.943154 = -2730382.680295
  nChanged 7
		SP:Iteration 39Q (57716.550000 sec): 3 clusters
  Score: Raw -2735150.923416 + Penalty 4761.943154 = -2730388.980262
  nChanged 5
		SP:Iteration 40F (57716.860000 sec): 3 clusters
  Score: Raw -2735157.650998 + Penalty 4761.943154 = -2730395.707845
  nChanged 9
		SP:Iteration 41Q (57717.140000 sec): 3 clusters
  Score: Raw -2735167.019378 + Penalty 4761.943154 = -2730405.076224
  nChanged 3
		SP:Iteration 42Q (57717.410000 sec): 3 clusters
  Score: Raw -2735171.437893 + Penalty 4761.943154 = -2730409.494739
  nChanged 1
		SP:Iteration 43Q (57717.690000 sec): 3 clusters
  Score: Raw -2735172.680143 + Penalty 4761.943154 = -2730410.736989
  nChanged 0
		SP:Iteration 44F (57718.010000 sec): 3 clusters
  Score: Raw -2735172.680143 + Penalty 4761.943154 = -2730410.736989
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (96 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57718.090000 sec): 2 clusters
  Score: Raw -15764.480293 + Penalty 1131.958351 = -14632.521941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57718.260000 sec): 3 clusters
  Score: Raw -16375.379849 + Penalty 2263.916703 = -14111.463146
  nChanged 1
		SP:Iteration 1Q (57718.440000 sec): 3 clusters
  Score: Raw -16390.041604 + Penalty 2263.916703 = -14126.124901
  nChanged 0
		SP:Iteration 2F (57718.620000 sec): 3 clusters
  Score: Raw -16390.041604 + Penalty 2263.916703 = -14126.124901
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57718.700000 sec): 2 clusters
  Score: Raw -42676.092577 + Penalty 1402.685969 = -41273.406608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57718.880000 sec): 3 clusters
  Score: Raw -42849.538600 + Penalty 2805.371938 = -40044.166662
  nChanged 45
		SP:Iteration 1F (57719.060000 sec): 3 clusters
  Score: Raw -43046.828327 + Penalty 2805.371938 = -40241.456388
  nChanged 15
		SP:Iteration 2F (57719.230000 sec): 3 clusters
  Score: Raw -43125.521062 + Penalty 2805.371938 = -40320.149124
  nChanged 12
		SP:Iteration 3Q (57719.410000 sec): 3 clusters
  Score: Raw -43172.654224 + Penalty 2805.371938 = -40367.282286
  nChanged 7
		SP:Iteration 4Q (57719.500000 sec): 3 clusters
  Score: Raw -43197.736907 + Penalty 2805.371938 = -40392.364969
  nChanged 2
		SP:Iteration 5Q (57719.510000 sec): 3 clusters
  Score: Raw -43213.339355 + Penalty 2805.371938 = -40407.967417
  nChanged 0
		SP:Iteration 6F (57719.520000 sec): 3 clusters
  Score: Raw -43213.339355 + Penalty 2805.371938 = -40407.967417
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 22 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57719.540000 sec): 2 clusters
  Score: Raw -32053.340320 + Penalty 1363.297720 = -30690.042600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57719.550000 sec): 3 clusters
  Score: Raw -32407.279611 + Penalty 2726.595440 = -29680.684172
  nChanged 45
		SP:Iteration 1F (57719.560000 sec): 3 clusters
  Score: Raw -32562.327246 + Penalty 2726.595440 = -29835.731807
  nChanged 12
		SP:Iteration 2Q (57719.570000 sec): 3 clusters
  Score: Raw -32635.097770 + Penalty 2726.595440 = -29908.502331
  nChanged 6
		SP:Iteration 3Q (57719.570000 sec): 3 clusters
  Score: Raw -32642.955871 + Penalty 2726.595440 = -29916.360431
  nChanged 2
		SP:Iteration 4Q (57719.580000 sec): 3 clusters
  Score: Raw -32645.004517 + Penalty 2726.595440 = -29918.409077
  nChanged 1
		SP:Iteration 5Q (57719.590000 sec): 3 clusters
  Score: Raw -32646.575465 + Penalty 2726.595440 = -29919.980026
  nChanged 1
		SP:Iteration 6Q (57719.600000 sec): 3 clusters
  Score: Raw -32649.323058 + Penalty 2726.595440 = -29922.727618
  nChanged 2
		SP:Iteration 7Q (57719.610000 sec): 3 clusters
  Score: Raw -32652.598208 + Penalty 2726.595440 = -29926.002768
  nChanged 0
		SP:Iteration 8F (57719.610000 sec): 3 clusters
  Score: Raw -32652.598208 + Penalty 2726.595440 = -29926.002768
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 23 (406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57719.640000 sec): 2 clusters
  Score: Raw -60361.539459 + Penalty 1489.575584 = -58871.963875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57719.660000 sec): 3 clusters
  Score: Raw -60487.962109 + Penalty 2979.151167 = -57508.810942
  nChanged 58
		SP:Iteration 1F (57719.690000 sec): 3 clusters
  Score: Raw -60642.912707 + Penalty 2979.151167 = -57663.761540
  nChanged 19
		SP:Iteration 2Q (57719.700000 sec): 3 clusters
  Score: Raw -60716.333405 + Penalty 2979.151167 = -57737.182238
  nChanged 11
		SP:Iteration 3Q (57719.720000 sec): 3 clusters
  Score: Raw -60759.872478 + Penalty 2979.151167 = -57780.721311
  nChanged 4
		SP:Iteration 4Q (57719.730000 sec): 3 clusters
  Score: Raw -60774.205608 + Penalty 2979.151167 = -57795.054440
  nChanged 2
		SP:Iteration 5Q (57719.750000 sec): 3 clusters
  Score: Raw -60779.351699 + Penalty 2979.151167 = -57800.200532
  nChanged 0
		SP:Iteration 6F (57719.770000 sec): 3 clusters
  Score: Raw -60779.351699 + Penalty 2979.151167 = -57800.200532
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 24 (2070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57719.830000 sec): 2 clusters
  Score: Raw -380635.368512 + Penalty 1893.555364 = -378741.813148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57719.880000 sec): 3 clusters
  Score: Raw -379827.056703 + Penalty 3787.110728 = -376039.945976
  nChanged 680
		SP:Iteration 1F (57719.930000 sec): 3 clusters
  Score: Raw -380293.241431 + Penalty 3787.110728 = -376506.130703
  nChanged 156
		SP:Iteration 2F (57719.980000 sec): 3 clusters
  Score: Raw -380465.471343 + Penalty 3787.110728 = -376678.360615
  nChanged 113
		SP:Iteration 3F (57720.030000 sec): 3 clusters
  Score: Raw -380706.623613 + Penalty 3787.110728 = -376919.512885
  nChanged 135
		SP:Iteration 4F (57720.080000 sec): 3 clusters
  Score: Raw -380971.982400 + Penalty 3787.110728 = -377184.871672
  nChanged 165
		SP:Iteration 5F (57720.120000 sec): 3 clusters
  Score: Raw -381279.605262 + Penalty 3787.110728 = -377492.494534
  nChanged 157
		SP:Iteration 6F (57720.170000 sec): 3 clusters
  Score: Raw -381575.917510 + Penalty 3787.110728 = -377788.806783
  nChanged 130
		SP:Iteration 7F (57720.220000 sec): 3 clusters
  Score: Raw -381830.092901 + Penalty 3787.110728 = -378042.982173
  nChanged 104
		SP:Iteration 8F (57720.270000 sec): 3 clusters
  Score: Raw -382004.638102 + Penalty 3787.110728 = -378217.527374
  nChanged 57
		SP:Iteration 9Q (57720.320000 sec): 3 clusters
  Score: Raw -382110.771275 + Penalty 3787.110728 = -378323.660548
  nChanged 39
		SP:Iteration 10Q (57720.370000 sec): 3 clusters
  Score: Raw -382192.244945 + Penalty 3787.110728 = -378405.134218
  nChanged 29
		SP:Iteration 11Q (57720.410000 sec): 3 clusters
  Score: Raw -382231.716751 + Penalty 3787.110728 = -378444.606024
  nChanged 15
		SP:Iteration 12Q (57720.470000 sec): 3 clusters
  Score: Raw -382249.292564 + Penalty 3787.110728 = -378462.181837
  nChanged 13
		SP:Iteration 13Q (57720.510000 sec): 3 clusters
  Score: Raw -382266.988935 + Penalty 3787.110728 = -378479.878207
  nChanged 11
		SP:Iteration 14Q (57720.560000 sec): 3 clusters
  Score: Raw -382276.805728 + Penalty 3787.110728 = -378489.695000
  nChanged 5
		SP:Iteration 15Q (57720.610000 sec): 3 clusters
  Score: Raw -382281.487411 + Penalty 3787.110728 = -378494.376683
  nChanged 5
		SP:Iteration 16Q (57720.670000 sec): 3 clusters
  Score: Raw -382287.647896 + Penalty 3787.110728 = -378500.537168
  nChanged 3
		SP:Iteration 17Q (57720.720000 sec): 3 clusters
  Score: Raw -382289.980254 + Penalty 3787.110728 = -378502.869526
  nChanged 2
		SP:Iteration 18Q (57720.760000 sec): 3 clusters
  Score: Raw -382291.686160 + Penalty 3787.110728 = -378504.575432
  nChanged 1
		SP:Iteration 19Q (57720.810000 sec): 3 clusters
  Score: Raw -382292.771806 + Penalty 3787.110728 = -378505.661079
  nChanged 1
		SP:Iteration 20F (57720.860000 sec): 3 clusters
  Score: Raw -382293.377956 + Penalty 3787.110728 = -378506.267229
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 25 (209811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57722.150000 sec): 2 clusters
  Score: Raw -37542895.794549 + Penalty 3038.982676 = -37539856.811872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57724.190000 sec): 3 clusters
  Score: Raw -37404854.651824 + Penalty 6077.965353 = -37398776.686471
  nChanged 101246
		SP:Iteration 1F (57726.290000 sec): 3 clusters
  Score: Raw -37463852.495348 + Penalty 6077.965353 = -37457774.529995
  nChanged 5364
		SP:Iteration 2Q (57728.460000 sec): 3 clusters
  Score: Raw -37464902.208399 + Penalty 6077.965353 = -37458824.243046
  nChanged 6295
		SP:Iteration 3Q (57730.620000 sec): 3 clusters
  Score: Raw -37466537.044190 + Penalty 6077.965353 = -37460459.078837
  nChanged 7964
		SP:Iteration 4Q (57732.890000 sec): 3 clusters
  Score: Raw -37469274.122796 + Penalty 6077.965353 = -37463196.157444
  nChanged 10300
		SP:Iteration 5Q (57735.020000 sec): 3 clusters
  Score: Raw -37473913.540531 + Penalty 6077.965353 = -37467835.575178
  nChanged 13094
		SP:Iteration 6F (57737.100000 sec): 3 clusters
  Score: Raw -37481368.880345 + Penalty 6077.965353 = -37475290.914992
  nChanged 15352
		SP:Iteration 7F (57739.250000 sec): 3 clusters
  Score: Raw -37491916.187721 + Penalty 6077.965353 = -37485838.222369
  nChanged 16276
		SP:Iteration 8F (57741.440000 sec): 3 clusters
  Score: Raw -37504900.926846 + Penalty 6077.965353 = -37498822.961494
  nChanged 14985
		SP:Iteration 9F (57743.520000 sec): 3 clusters
  Score: Raw -37518181.327186 + Penalty 6077.965353 = -37512103.361834
  nChanged 11801
		SP:Iteration 10F (57745.560000 sec): 3 clusters
  Score: Raw -37529099.056058 + Penalty 6077.965353 = -37523021.090705
  nChanged 7751
		SP:Iteration 11Q (57747.630000 sec): 3 clusters
  Score: Raw -37536233.743570 + Penalty 6077.965353 = -37530155.778217
  nChanged 4305
		SP:Iteration 12Q (57749.560000 sec): 3 clusters
  Score: Raw -37540087.152035 + Penalty 6077.965353 = -37534009.186683
  nChanged 2127
		SP:Iteration 13Q (57751.360000 sec): 3 clusters
  Score: Raw -37541889.188119 + Penalty 6077.965353 = -37535811.222767
  nChanged 880
		SP:Iteration 14Q (57753.240000 sec): 3 clusters
  Score: Raw -37542616.772338 + Penalty 6077.965353 = -37536538.806985
  nChanged 354
		SP:Iteration 15Q (57755.060000 sec): 3 clusters
  Score: Raw -37542913.821797 + Penalty 6077.965353 = -37536835.856444
  nChanged 137
		SP:Iteration 16Q (57756.880000 sec): 3 clusters
  Score: Raw -37543036.743687 + Penalty 6077.965353 = -37536958.778335
  nChanged 80
		SP:Iteration 17Q (57758.690000 sec): 3 clusters
  Score: Raw -37543116.453053 + Penalty 6077.965353 = -37537038.487700
  nChanged 52
		SP:Iteration 18Q (57760.460000 sec): 3 clusters
  Score: Raw -37543166.333235 + Penalty 6077.965353 = -37537088.367882
  nChanged 41
		SP:Iteration 19Q (57762.290000 sec): 3 clusters
  Score: Raw -37543208.110033 + Penalty 6077.965353 = -37537130.144680
  nChanged 36
		SP:Iteration 20F (57764.410000 sec): 3 clusters
  Score: Raw -37543252.178395 + Penalty 6077.965353 = -37537174.213043
  nChanged 24
		SP:Iteration 21Q (57766.220000 sec): 3 clusters
  Score: Raw -37543275.442319 + Penalty 6077.965353 = -37537197.476966
  nChanged 12
		SP:Iteration 22Q (57767.960000 sec): 3 clusters
  Score: Raw -37543287.804622 + Penalty 6077.965353 = -37537209.839269
  nChanged 12
		SP:Iteration 23Q (57769.770000 sec): 3 clusters
  Score: Raw -37543299.950705 + Penalty 6077.965353 = -37537221.985352
  nChanged 4
		SP:Iteration 24Q (57771.570000 sec): 3 clusters
  Score: Raw -37543303.383784 + Penalty 6077.965353 = -37537225.418431
  nChanged 2
		SP:Iteration 25Q (57773.380000 sec): 3 clusters
  Score: Raw -37543304.698073 + Penalty 6077.965353 = -37537226.732721
  nChanged 3
		SP:Iteration 26Q (57775.170000 sec): 3 clusters
  Score: Raw -37543307.506070 + Penalty 6077.965353 = -37537229.540717
  nChanged 1
		SP:Iteration 27Q (57776.990000 sec): 3 clusters
  Score: Raw -37543309.961673 + Penalty 6077.965353 = -37537231.996320
  nChanged 5
		SP:Iteration 28Q (57778.800000 sec): 3 clusters
  Score: Raw -37543317.625411 + Penalty 6077.965353 = -37537239.660058
  nChanged 8
		SP:Iteration 29Q (57780.450000 sec): 3 clusters
  Score: Raw -37543324.168142 + Penalty 6077.965353 = -37537246.202789
  nChanged 5
		SP:Iteration 30Q (57782.090000 sec): 3 clusters
  Score: Raw -37543326.657894 + Penalty 6077.965353 = -37537248.692541
  nChanged 4
		SP:Iteration 31Q (57783.930000 sec): 3 clusters
  Score: Raw -37543330.113435 + Penalty 6077.965353 = -37537252.148082
  nChanged 3
		SP:Iteration 32Q (57785.650000 sec): 3 clusters
  Score: Raw -37543332.126976 + Penalty 6077.965353 = -37537254.161623
  nChanged 1
		SP:Iteration 33Q (57787.370000 sec): 3 clusters
  Score: Raw -37543333.582304 + Penalty 6077.965353 = -37537255.616952
  nChanged 2
		SP:Iteration 34Q (57789.130000 sec): 3 clusters
  Score: Raw -37543335.437014 + Penalty 6077.965353 = -37537257.471661
  nChanged 2
		SP:Iteration 35Q (57790.950000 sec): 3 clusters
  Score: Raw -37543336.703673 + Penalty 6077.965353 = -37537258.738320
  nChanged 3
		SP:Iteration 36Q (57792.800000 sec): 3 clusters
  Score: Raw -37543338.359356 + Penalty 6077.965353 = -37537260.394003
  nChanged 3
		SP:Iteration 37Q (57794.660000 sec): 3 clusters
  Score: Raw -37543339.786715 + Penalty 6077.965353 = -37537261.821363
  nChanged 0
		SP:Iteration 38F (57796.610000 sec): 3 clusters
  Score: Raw -37543339.786715 + Penalty 6077.965353 = -37537261.821363
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57796.750000 sec): 2 clusters
  Score: Raw -37093.048198 + Penalty 1345.387604 = -35747.660593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57796.920000 sec): 3 clusters
  Score: Raw -37480.832291 + Penalty 2690.775209 = -34790.057082
  nChanged 27
		SP:Iteration 1F (57797.100000 sec): 3 clusters
  Score: Raw -37579.788690 + Penalty 2690.775209 = -34889.013481
  nChanged 14
		SP:Iteration 2F (57797.280000 sec): 3 clusters
  Score: Raw -37660.821738 + Penalty 2690.775209 = -34970.046529
  nChanged 5
		SP:Iteration 3Q (57797.450000 sec): 3 clusters
  Score: Raw -37705.251578 + Penalty 2690.775209 = -35014.476370
  nChanged 2
		SP:Iteration 4Q (57797.630000 sec): 3 clusters
  Score: Raw -37721.571381 + Penalty 2690.775209 = -35030.796172
  nChanged 1
		SP:Iteration 5Q (57797.800000 sec): 3 clusters
  Score: Raw -37728.620961 + Penalty 2690.775209 = -35037.845752
  nChanged 0
		SP:Iteration 6F (57797.980000 sec): 3 clusters
  Score: Raw -37728.620961 + Penalty 2690.775209 = -35037.845752
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57798.050000 sec): 2 clusters
  Score: Raw -106022.137618 + Penalty 1602.444108 = -104419.693510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57798.220000 sec): 3 clusters
  Score: Raw -105955.169084 + Penalty 3204.888215 = -102750.280868
  nChanged 132
		SP:Iteration 1F (57798.390000 sec): 3 clusters
  Score: Raw -106190.499046 + Penalty 3204.888215 = -102985.610831
  nChanged 45
		SP:Iteration 2F (57798.560000 sec): 3 clusters
  Score: Raw -106285.655891 + Penalty 3204.888215 = -103080.767676
  nChanged 25
		SP:Iteration 3Q (57798.740000 sec): 3 clusters
  Score: Raw -106338.949137 + Penalty 3204.888215 = -103134.060921
  nChanged 17
		SP:Iteration 4Q (57798.860000 sec): 3 clusters
  Score: Raw -106385.424067 + Penalty 3204.888215 = -103180.535852
  nChanged 12
		SP:Iteration 5Q (57799.030000 sec): 3 clusters
  Score: Raw -106433.065030 + Penalty 3204.888215 = -103228.176815
  nChanged 13
		SP:Iteration 6Q (57799.210000 sec): 3 clusters
  Score: Raw -106499.447711 + Penalty 3204.888215 = -103294.559495
  nChanged 14
		SP:Iteration 7Q (57799.380000 sec): 3 clusters
  Score: Raw -106561.501411 + Penalty 3204.888215 = -103356.613196
  nChanged 12
		SP:Iteration 8Q (57799.560000 sec): 3 clusters
  Score: Raw -106604.802700 + Penalty 3204.888215 = -103399.914484
  nChanged 8
		SP:Iteration 9Q (57799.730000 sec): 3 clusters
  Score: Raw -106636.763857 + Penalty 3204.888215 = -103431.875642
  nChanged 12
		SP:Iteration 10Q (57799.910000 sec): 3 clusters
  Score: Raw -106668.079031 + Penalty 3204.888215 = -103463.190816
  nChanged 8
		SP:Iteration 11Q (57800.080000 sec): 3 clusters
  Score: Raw -106696.045255 + Penalty 3204.888215 = -103491.157040
  nChanged 6
		SP:Iteration 12Q (57800.260000 sec): 3 clusters
  Score: Raw -106709.591517 + Penalty 3204.888215 = -103504.703302
  nChanged 1
		SP:Iteration 13Q (57800.440000 sec): 3 clusters
  Score: Raw -106710.820502 + Penalty 3204.888215 = -103505.932287
  nChanged 0
		SP:Iteration 14F (57800.610000 sec): 3 clusters
  Score: Raw -106712.220787 + Penalty 3204.888215 = -103507.332572
  nChanged 1
		SP:Iteration 15Q (57800.790000 sec): 3 clusters
  Score: Raw -106717.069566 + Penalty 3204.888215 = -103512.181350
  nChanged 0
		SP:Iteration 16F (57800.960000 sec): 3 clusters
  Score: Raw -106717.069566 + Penalty 3204.888215 = -103512.181350
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 28 (354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57801.050000 sec): 2 clusters
  Score: Raw -51373.311557 + Penalty 1455.585634 = -49917.725922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57801.230000 sec): 3 clusters
  Score: Raw -51497.425094 + Penalty 2911.171269 = -48586.253826
  nChanged 68
		SP:Iteration 1F (57801.400000 sec): 3 clusters
  Score: Raw -51713.524857 + Penalty 2911.171269 = -48802.353588
  nChanged 19
		SP:Iteration 2F (57801.580000 sec): 3 clusters
  Score: Raw -51809.372576 + Penalty 2911.171269 = -48898.201308
  nChanged 15
		SP:Iteration 3Q (57801.760000 sec): 3 clusters
  Score: Raw -51939.294535 + Penalty 2911.171269 = -49028.123266
  nChanged 12
		SP:Iteration 4Q (57801.930000 sec): 3 clusters
  Score: Raw -52008.446689 + Penalty 2911.171269 = -49097.275420
  nChanged 17
		SP:Iteration 5Q (57802.110000 sec): 3 clusters
  Score: Raw -52117.795838 + Penalty 2911.171269 = -49206.624569
  nChanged 12
		SP:Iteration 6Q (57802.280000 sec): 3 clusters
  Score: Raw -52174.302586 + Penalty 2911.171269 = -49263.131317
  nChanged 8
		SP:Iteration 7Q (57802.440000 sec): 3 clusters
  Score: Raw -52223.832899 + Penalty 2911.171269 = -49312.661631
  nChanged 5
		SP:Iteration 8Q (57802.610000 sec): 3 clusters
  Score: Raw -52247.026108 + Penalty 2911.171269 = -49335.854839
  nChanged 5
		SP:Iteration 9Q (57802.770000 sec): 3 clusters
  Score: Raw -52265.055711 + Penalty 2911.171269 = -49353.884442
  nChanged 1
		SP:Iteration 10Q (57802.980000 sec): 3 clusters
  Score: Raw -52267.575369 + Penalty 2911.171269 = -49356.404100
  nChanged 1
		SP:Iteration 11Q (57803.000000 sec): 3 clusters
  Score: Raw -52270.233598 + Penalty 2911.171269 = -49359.062329
  nChanged 0
		SP:Iteration 12F (57803.010000 sec): 3 clusters
  Score: Raw -52270.708579 + Penalty 2911.171269 = -49359.537310
  nChanged 1
		SP:Iteration 13Q (57803.020000 sec): 3 clusters
  Score: Raw -52275.670386 + Penalty 2911.171269 = -49364.499118
  nChanged 2
		SP:Iteration 14Q (57803.030000 sec): 3 clusters
  Score: Raw -52286.500672 + Penalty 2911.171269 = -49375.329403
  nChanged 5
		SP:Iteration 15Q (57803.040000 sec): 3 clusters
  Score: Raw -52312.157737 + Penalty 2911.171269 = -49400.986468
  nChanged 4
		SP:Iteration 16Q (57803.050000 sec): 3 clusters
  Score: Raw -52336.194607 + Penalty 2911.171269 = -49425.023338
  nChanged 5
		SP:Iteration 17Q (57803.060000 sec): 3 clusters
  Score: Raw -52377.195822 + Penalty 2911.171269 = -49466.024553
  nChanged 1
		SP:Iteration 18Q (57803.060000 sec): 3 clusters
  Score: Raw -52386.023973 + Penalty 2911.171269 = -49474.852704
  nChanged 1
		SP:Iteration 19Q (57803.080000 sec): 3 clusters
  Score: Raw -52395.869008 + Penalty 2911.171269 = -49484.697739
  nChanged 1
		SP:Iteration 20F (57803.090000 sec): 3 clusters
  Score: Raw -52401.172606 + Penalty 2911.171269 = -49490.001337
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 29 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57803.130000 sec): 2 clusters
  Score: Raw -51657.672258 + Penalty 1522.156309 = -50135.515948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57803.150000 sec): 3 clusters
  Score: Raw -52282.593157 + Penalty 3044.312619 = -49238.280538
  nChanged 138
		SP:Iteration 1F (57803.170000 sec): 3 clusters
  Score: Raw -52871.489757 + Penalty 3044.312619 = -49827.177138
  nChanged 68
		SP:Iteration 2F (57803.190000 sec): 3 clusters
  Score: Raw -53460.756892 + Penalty 3044.312619 = -50416.444273
  nChanged 21
		SP:Iteration 3Q (57803.220000 sec): 3 clusters
  Score: Raw -53754.919423 + Penalty 3044.312619 = -50710.606804
  nChanged 9
		SP:Iteration 4Q (57803.230000 sec): 3 clusters
  Score: Raw -54062.202167 + Penalty 3044.312619 = -51017.889548
  nChanged 9
		SP:Iteration 5Q (57803.250000 sec): 3 clusters
  Score: Raw -54269.299703 + Penalty 3044.312619 = -51224.987084
  nChanged 10
		SP:Iteration 6Q (57803.270000 sec): 3 clusters
  Score: Raw -54542.273652 + Penalty 3044.312619 = -51497.961033
  nChanged 6
		SP:Iteration 7Q (57803.280000 sec): 3 clusters
  Score: Raw -54622.408089 + Penalty 3044.312619 = -51578.095470
  nChanged 6
		SP:Iteration 8Q (57803.300000 sec): 3 clusters
  Score: Raw -54720.766492 + Penalty 3044.312619 = -51676.453873
  nChanged 4
		SP:Iteration 9Q (57803.320000 sec): 3 clusters
  Score: Raw -54804.467673 + Penalty 3044.312619 = -51760.155054
  nChanged 4
		SP:Iteration 10Q (57803.330000 sec): 3 clusters
  Score: Raw -54859.681201 + Penalty 3044.312619 = -51815.368582
  nChanged 1
		SP:Iteration 11Q (57803.340000 sec): 3 clusters
  Score: Raw -54876.543029 + Penalty 3044.312619 = -51832.230410
  nChanged 0
		SP:Iteration 12F (57803.360000 sec): 3 clusters
  Score: Raw -54933.065276 + Penalty 3044.312619 = -51888.752657
  nChanged 6
		SP:Iteration 13Q (57803.380000 sec): 3 clusters
  Score: Raw -55402.302439 + Penalty 3044.312619 = -52357.989820
  nChanged 5
		SP:Iteration 14Q (57803.400000 sec): 3 clusters
  Score: Raw -55811.700489 + Penalty 3044.312619 = -52767.387870
  nChanged 3
		SP:Iteration 15Q (57803.420000 sec): 3 clusters
  Score: Raw -55951.436013 + Penalty 3044.312619 = -52907.123394
  nChanged 1
		SP:Iteration 16Q (57803.450000 sec): 3 clusters
  Score: Raw -56034.549478 + Penalty 3044.312619 = -52990.236859
  nChanged 1
		SP:Iteration 17Q (57803.460000 sec): 3 clusters
  Score: Raw -56187.787050 + Penalty 3044.312619 = -53143.474431
  nChanged 0
		SP:Iteration 18F (57803.480000 sec): 3 clusters
  Score: Raw -56228.088673 + Penalty 3044.312619 = -53183.776054
  nChanged 3
		SP:Iteration 19Q (57803.500000 sec): 3 clusters
  Score: Raw -56600.511252 + Penalty 3044.312619 = -53556.198633
  nChanged 2
		SP:Iteration 20F (57803.530000 sec): 3 clusters
  Score: Raw -56798.102872 + Penalty 3044.312619 = -53753.790254
  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 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57803.580000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57803.600000 sec): 3 clusters
  Score: Raw -85444.889119 + Penalty 3126.099012 = -82318.790107
  nChanged 88
		SP:Iteration 1F (57803.700000 sec): 3 clusters
  Score: Raw -85622.604808 + Penalty 3126.099012 = -82496.505796
  nChanged 22
		SP:Iteration 2Q (57803.920000 sec): 3 clusters
  Score: Raw -85677.368521 + Penalty 3126.099012 = -82551.269509
  nChanged 15
		SP:Iteration 3Q (57804.050000 sec): 3 clusters
  Score: Raw -85720.820165 + Penalty 3126.099012 = -82594.721153
  nChanged 5
		SP:Iteration 4Q (57804.220000 sec): 3 clusters
  Score: Raw -85735.904825 + Penalty 3126.099012 = -82609.805813
  nChanged 4
		SP:Iteration 5Q (57804.350000 sec): 3 clusters
  Score: Raw -85746.685593 + Penalty 3126.099012 = -82620.586581
  nChanged 2
		SP:Iteration 6Q (57804.530000 sec): 3 clusters
  Score: Raw -85750.264748 + Penalty 3126.099012 = -82624.165736
  nChanged 2
		SP:Iteration 7Q (57804.700000 sec): 3 clusters
  Score: Raw -85752.685535 + Penalty 3126.099012 = -82626.586523
  nChanged 1
		SP:Iteration 8Q (57804.880000 sec): 3 clusters
  Score: Raw -85754.248853 + Penalty 3126.099012 = -82628.149841
  nChanged 0
		SP:Iteration 9F (57804.900000 sec): 3 clusters
  Score: Raw -85754.248853 + Penalty 3126.099012 = -82628.149841
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57804.920000 sec): 2 clusters
  Score: Raw -18522.270693 + Penalty 1351.857536 = -17170.413157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57804.940000 sec): 3 clusters
  Score: Raw -18772.108925 + Penalty 2703.715073 = -16068.393852
  nChanged 35
		SP:Iteration 1F (57804.940000 sec): 3 clusters
  Score: Raw -18948.129841 + Penalty 2703.715073 = -16244.414768
  nChanged 14
		SP:Iteration 2F (57804.960000 sec): 3 clusters
  Score: Raw -19046.724346 + Penalty 2703.715073 = -16343.009273
  nChanged 10
		SP:Iteration 3Q (57804.960000 sec): 3 clusters
  Score: Raw -19112.997063 + Penalty 2703.715073 = -16409.281990
  nChanged 4
		SP:Iteration 4Q (57804.970000 sec): 3 clusters
  Score: Raw -19135.898472 + Penalty 2703.715073 = -16432.183399
  nChanged 2
		SP:Iteration 5Q (57804.980000 sec): 3 clusters
  Score: Raw -19148.996171 + Penalty 2703.715073 = -16445.281098
  nChanged 3
		SP:Iteration 6Q (57804.990000 sec): 3 clusters
  Score: Raw -19178.331236 + Penalty 2703.715073 = -16474.616163
  nChanged 4
		SP:Iteration 7Q (57805.000000 sec): 3 clusters
  Score: Raw -19200.045549 + Penalty 2703.715073 = -16496.330476
  nChanged 4
		SP:Iteration 8Q (57805.010000 sec): 3 clusters
  Score: Raw -19237.004532 + Penalty 2703.715073 = -16533.289459
  nChanged 1
		SP:Iteration 9Q (57805.150000 sec): 3 clusters
  Score: Raw -19242.302553 + Penalty 2703.715073 = -16538.587480
  nChanged 0
		SP:Iteration 10F (57805.320000 sec): 3 clusters
  Score: Raw -19242.302553 + Penalty 2703.715073 = -16538.587480
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 32 (1117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57805.410000 sec): 2 clusters
  Score: Raw -209996.890790 + Penalty 1740.563646 = -208256.327144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57805.590000 sec): 3 clusters
  Score: Raw -209697.274087 + Penalty 3481.127292 = -206216.146794
  nChanged 277
		SP:Iteration 1F (57805.760000 sec): 3 clusters
  Score: Raw -210022.924632 + Penalty 3481.127292 = -206541.797340
  nChanged 93
		SP:Iteration 2F (57805.940000 sec): 3 clusters
  Score: Raw -210181.226640 + Penalty 3481.127292 = -206700.099348
  nChanged 69
		SP:Iteration 3F (57806.120000 sec): 3 clusters
  Score: Raw -210281.965895 + Penalty 3481.127292 = -206800.838602
  nChanged 39
		SP:Iteration 4Q (57806.290000 sec): 3 clusters
  Score: Raw -210329.183774 + Penalty 3481.127292 = -206848.056482
  nChanged 22
		SP:Iteration 5Q (57806.470000 sec): 3 clusters
  Score: Raw -210369.292482 + Penalty 3481.127292 = -206888.165189
  nChanged 20
		SP:Iteration 6Q (57806.640000 sec): 3 clusters
  Score: Raw -210397.506126 + Penalty 3481.127292 = -206916.378834
  nChanged 19
		SP:Iteration 7Q (57806.820000 sec): 3 clusters
  Score: Raw -210418.169834 + Penalty 3481.127292 = -206937.042542
  nChanged 11
		SP:Iteration 8Q (57807.000000 sec): 3 clusters
  Score: Raw -210428.699017 + Penalty 3481.127292 = -206947.571725
  nChanged 5
		SP:Iteration 9Q (57807.170000 sec): 3 clusters
  Score: Raw -210437.132805 + Penalty 3481.127292 = -206956.005512
  nChanged 5
		SP:Iteration 10Q (57807.350000 sec): 3 clusters
  Score: Raw -210442.481014 + Penalty 3481.127292 = -206961.353721
  nChanged 5
		SP:Iteration 11Q (57807.520000 sec): 3 clusters
  Score: Raw -210446.462266 + Penalty 3481.127292 = -206965.334973
  nChanged 1
		SP:Iteration 12Q (57807.700000 sec): 3 clusters
  Score: Raw -210447.142952 + Penalty 3481.127292 = -206966.015659
  nChanged 2
		SP:Iteration 13Q (57807.840000 sec): 3 clusters
  Score: Raw -210449.142351 + Penalty 3481.127292 = -206968.015058
  nChanged 0
		SP:Iteration 14F (57807.870000 sec): 3 clusters
  Score: Raw -210449.424897 + Penalty 3481.127292 = -206968.297605
  nChanged 1
		SP:Iteration 15Q (57807.920000 sec): 3 clusters
  Score: Raw -210458.046914 + Penalty 3481.127292 = -206976.919622
  nChanged 3
		SP:Iteration 16Q (57808.100000 sec): 3 clusters
  Score: Raw -210459.265889 + Penalty 3481.127292 = -206978.138597
  nChanged 2
		SP:Iteration 17Q (57808.270000 sec): 3 clusters
  Score: Raw -210460.781714 + Penalty 3481.127292 = -206979.654422
  nChanged 1
		SP:Iteration 18Q (57808.450000 sec): 3 clusters
  Score: Raw -210466.027998 + Penalty 3481.127292 = -206984.900706
  nChanged 2
		SP:Iteration 19Q (57808.620000 sec): 3 clusters
  Score: Raw -210467.921489 + Penalty 3481.127292 = -206986.794196
  nChanged 1
		SP:Iteration 20F (57808.800000 sec): 3 clusters
  Score: Raw -210468.145968 + Penalty 3481.127292 = -206987.018676
  nChanged 1
		SP:Iteration 21Q (57808.980000 sec): 3 clusters
  Score: Raw -210468.462310 + Penalty 3481.127292 = -206987.335017
  nChanged 2
		SP:Iteration 22Q (57809.150000 sec): 3 clusters
  Score: Raw -210471.253980 + Penalty 3481.127292 = -206990.126687
  nChanged 5
		SP:Iteration 23Q (57809.330000 sec): 3 clusters
  Score: Raw -210478.112826 + Penalty 3481.127292 = -206996.985533
  nChanged 6
		SP:Iteration 24Q (57809.500000 sec): 3 clusters
  Score: Raw -210484.982911 + Penalty 3481.127292 = -207003.855619
  nChanged 1
		SP:Iteration 25Q (57809.680000 sec): 3 clusters
  Score: Raw -210485.523699 + Penalty 3481.127292 = -207004.396406
  nChanged 0
		SP:Iteration 26F (57809.860000 sec): 3 clusters
  Score: Raw -210485.523699 + Penalty 3481.127292 = -207004.396406
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 33 (99546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57810.660000 sec): 2 clusters
  Score: Raw -19077360.273320 + Penalty 2854.077032 = -19074506.196288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57811.770000 sec): 3 clusters
  Score: Raw -19013709.306315 + Penalty 5708.154063 = -19008001.152252
  nChanged 47216
		SP:Iteration 1F (57812.920000 sec): 3 clusters
  Score: Raw -19040264.643027 + Penalty 5708.154063 = -19034556.488964
  nChanged 3437
		SP:Iteration 2Q (57814.060000 sec): 3 clusters
  Score: Raw -19041105.683376 + Penalty 5708.154063 = -19035397.529312
  nChanged 3551
		SP:Iteration 3Q (57815.230000 sec): 3 clusters
  Score: Raw -19042087.824914 + Penalty 5708.154063 = -19036379.670850
  nChanged 3854
		SP:Iteration 4Q (57816.360000 sec): 3 clusters
  Score: Raw -19043301.334284 + Penalty 5708.154063 = -19037593.180221
  nChanged 4216
		SP:Iteration 5Q (57817.440000 sec): 3 clusters
  Score: Raw -19044899.321952 + Penalty 5708.154063 = -19039191.167888
  nChanged 4722
		SP:Iteration 6Q (57818.570000 sec): 3 clusters
  Score: Raw -19046955.880624 + Penalty 5708.154063 = -19041247.726560
  nChanged 5189
		SP:Iteration 7F (57819.650000 sec): 3 clusters
  Score: Raw -19049586.791041 + Penalty 5708.154063 = -19043878.636978
  nChanged 5467
		SP:Iteration 8F (57820.730000 sec): 3 clusters
  Score: Raw -19052616.147081 + Penalty 5708.154063 = -19046907.993017
  nChanged 5398
		SP:Iteration 9F (57821.820000 sec): 3 clusters
  Score: Raw -19055664.358821 + Penalty 5708.154063 = -19049956.204757
  nChanged 5148
		SP:Iteration 10F (57822.910000 sec): 3 clusters
  Score: Raw -19058208.476240 + Penalty 5708.154063 = -19052500.322177
  nChanged 4498
		SP:Iteration 11Q (57823.950000 sec): 3 clusters
  Score: Raw -19060147.115716 + Penalty 5708.154063 = -19054438.961652
  nChanged 3801
		SP:Iteration 12Q (57825.080000 sec): 3 clusters
  Score: Raw -19061583.296155 + Penalty 5708.154063 = -19055875.142092
  nChanged 3225
		SP:Iteration 13Q (57826.220000 sec): 3 clusters
  Score: Raw -19062674.426895 + Penalty 5708.154063 = -19056966.272831
  nChanged 2824
		SP:Iteration 14Q (57827.310000 sec): 3 clusters
  Score: Raw -19063518.667728 + Penalty 5708.154063 = -19057810.513664
  nChanged 2507
		SP:Iteration 15Q (57828.400000 sec): 3 clusters
  Score: Raw -19064245.249463 + Penalty 5708.154063 = -19058537.095400
  nChanged 2514
		SP:Iteration 16Q (57829.480000 sec): 3 clusters
  Score: Raw -19064983.625077 + Penalty 5708.154063 = -19059275.471013
  nChanged 2641
		SP:Iteration 17Q (57830.500000 sec): 3 clusters
  Score: Raw -19065790.891006 + Penalty 5708.154063 = -19060082.736942
  nChanged 2761
		SP:Iteration 18Q (57831.600000 sec): 3 clusters
  Score: Raw -19066671.177140 + Penalty 5708.154063 = -19060963.023076
  nChanged 2915
		SP:Iteration 19Q (57832.700000 sec): 3 clusters
  Score: Raw -19067663.891310 + Penalty 5708.154063 = -19061955.737246
  nChanged 3083
		SP:Iteration 20F (57833.800000 sec): 3 clusters
  Score: Raw -19068790.846276 + Penalty 5708.154063 = -19063082.692213
  nChanged 3175
		SP:Iteration 21Q (57834.870000 sec): 3 clusters
  Score: Raw -19070031.072268 + Penalty 5708.154063 = -19064322.918205
  nChanged 3099
		SP:Iteration 22Q (57835.930000 sec): 3 clusters
  Score: Raw -19071320.193473 + Penalty 5708.154063 = -19065612.039409
  nChanged 3032
		SP:Iteration 23Q (57836.960000 sec): 3 clusters
  Score: Raw -19072603.269847 + Penalty 5708.154063 = -19066895.115783
  nChanged 2763
		SP:Iteration 24Q (57838.030000 sec): 3 clusters
  Score: Raw -19073778.422629 + Penalty 5708.154063 = -19068070.268565
  nChanged 2383
		SP:Iteration 25Q (57839.020000 sec): 3 clusters
  Score: Raw -19074772.814339 + Penalty 5708.154063 = -19069064.660276
  nChanged 2026
		SP:Iteration 26Q (57840.020000 sec): 3 clusters
  Score: Raw -19075605.399192 + Penalty 5708.154063 = -19069897.245129
  nChanged 1630
		SP:Iteration 27Q (57841.010000 sec): 3 clusters
  Score: Raw -19076222.670500 + Penalty 5708.154063 = -19070514.516437
  nChanged 1277
		SP:Iteration 28Q (57842.020000 sec): 3 clusters
  Score: Raw -19076683.471018 + Penalty 5708.154063 = -19070975.316954
  nChanged 1035
		SP:Iteration 29Q (57843.020000 sec): 3 clusters
  Score: Raw -19077048.867224 + Penalty 5708.154063 = -19071340.713160
  nChanged 820
		SP:Iteration 30Q (57844.020000 sec): 3 clusters
  Score: Raw -19077322.224563 + Penalty 5708.154063 = -19071614.070500
  nChanged 634
		SP:Iteration 31Q (57845.020000 sec): 3 clusters
  Score: Raw -19077523.452558 + Penalty 5708.154063 = -19071815.298494
  nChanged 477
		SP:Iteration 32Q (57846.000000 sec): 3 clusters
  Score: Raw -19077668.584255 + Penalty 5708.154063 = -19071960.430191
  nChanged 403
		SP:Iteration 33Q (57846.980000 sec): 3 clusters
  Score: Raw -19077787.567974 + Penalty 5708.154063 = -19072079.413910
  nChanged 311
		SP:Iteration 34Q (57847.920000 sec): 3 clusters
  Score: Raw -19077876.850040 + Penalty 5708.154063 = -19072168.695977
  nChanged 244
		SP:Iteration 35Q (57848.930000 sec): 3 clusters
  Score: Raw -19077949.318711 + Penalty 5708.154063 = -19072241.164647
  nChanged 213
		SP:Iteration 36Q (57849.940000 sec): 3 clusters
  Score: Raw -19078009.100673 + Penalty 5708.154063 = -19072300.946610
  nChanged 176
		SP:Iteration 37Q (57850.950000 sec): 3 clusters
  Score: Raw -19078055.774470 + Penalty 5708.154063 = -19072347.620407
  nChanged 140
		SP:Iteration 38Q (57851.920000 sec): 3 clusters
  Score: Raw -19078089.983432 + Penalty 5708.154063 = -19072381.829369
  nChanged 110
		SP:Iteration 39Q (57852.840000 sec): 3 clusters
  Score: Raw -19078116.407415 + Penalty 5708.154063 = -19072408.253351
  nChanged 100
		SP:Iteration 40F (57853.890000 sec): 3 clusters
  Score: Raw -19078140.406755 + Penalty 5708.154063 = -19072432.252691
  nChanged 77
		SP:Iteration 41Q (57854.860000 sec): 3 clusters
  Score: Raw -19078156.676227 + Penalty 5708.154063 = -19072448.522163
  nChanged 67
		SP:Iteration 42Q (57855.830000 sec): 3 clusters
  Score: Raw -19078170.750985 + Penalty 5708.154063 = -19072462.596922
  nChanged 52
		SP:Iteration 43Q (57856.800000 sec): 3 clusters
  Score: Raw -19078183.633630 + Penalty 5708.154063 = -19072475.479567
  nChanged 66
		SP:Iteration 44Q (57857.730000 sec): 3 clusters
  Score: Raw -19078199.029527 + Penalty 5708.154063 = -19072490.875464
  nChanged 58
		SP:Iteration 45Q (57858.650000 sec): 3 clusters
  Score: Raw -19078212.983624 + Penalty 5708.154063 = -19072504.829561
  nChanged 51
		SP:Iteration 46Q (57859.630000 sec): 3 clusters
  Score: Raw -19078225.001543 + Penalty 5708.154063 = -19072516.847479
  nChanged 55
		SP:Iteration 47Q (57860.590000 sec): 3 clusters
  Score: Raw -19078236.956998 + Penalty 5708.154063 = -19072528.802934
  nChanged 36
		SP:Iteration 48Q (57861.560000 sec): 3 clusters
  Score: Raw -19078244.080263 + Penalty 5708.154063 = -19072535.926200
  nChanged 26
		SP:Iteration 49Q (57862.530000 sec): 3 clusters
  Score: Raw -19078250.141143 + Penalty 5708.154063 = -19072541.987080
  nChanged 28
		SP:Iteration 50Q (57863.500000 sec): 3 clusters
  Score: Raw -19078255.487054 + Penalty 5708.154063 = -19072547.332991
  nChanged 21
		SP:Iteration 51Q (57864.470000 sec): 3 clusters
  Score: Raw -19078260.386697 + Penalty 5708.154063 = -19072552.232634
  nChanged 24
		SP:Iteration 52Q (57865.440000 sec): 3 clusters
  Score: Raw -19078265.571112 + Penalty 5708.154063 = -19072557.417048
  nChanged 27
		SP:Iteration 53Q (57866.410000 sec): 3 clusters
  Score: Raw -19078271.863765 + Penalty 5708.154063 = -19072563.709702
  nChanged 36
		SP:Iteration 54Q (57867.380000 sec): 3 clusters
  Score: Raw -19078281.425784 + Penalty 5708.154063 = -19072573.271720
  nChanged 34
		SP:Iteration 55Q (57868.350000 sec): 3 clusters
  Score: Raw -19078289.216625 + Penalty 5708.154063 = -19072581.062562
  nChanged 32
		SP:Iteration 56Q (57869.260000 sec): 3 clusters
  Score: Raw -19078297.869533 + Penalty 5708.154063 = -19072589.715470
  nChanged 28
		SP:Iteration 57Q (57870.170000 sec): 3 clusters
  Score: Raw -19078304.971908 + Penalty 5708.154063 = -19072596.817845
  nChanged 26
		SP:Iteration 58Q (57871.160000 sec): 3 clusters
  Score: Raw -19078310.183005 + Penalty 5708.154063 = -19072602.028942
  nChanged 18
		SP:Iteration 59Q (57872.130000 sec): 3 clusters
  Score: Raw -19078313.766940 + Penalty 5708.154063 = -19072605.612876
  nChanged 8
		SP:Iteration 60F (57873.180000 sec): 3 clusters
  Score: Raw -19078315.626805 + Penalty 5708.154063 = -19072607.472742
  nChanged 9
		SP:Iteration 61Q (57874.110000 sec): 3 clusters
  Score: Raw -19078317.815090 + Penalty 5708.154063 = -19072609.661027
  nChanged 13
		SP:Iteration 62Q (57875.030000 sec): 3 clusters
  Score: Raw -19078320.248501 + Penalty 5708.154063 = -19072612.094437
  nChanged 11
		SP:Iteration 63Q (57876.040000 sec): 3 clusters
  Score: Raw -19078322.552237 + Penalty 5708.154063 = -19072614.398173
  nChanged 15
		SP:Iteration 64Q (57877.010000 sec): 3 clusters
  Score: Raw -19078325.529373 + Penalty 5708.154063 = -19072617.375310
  nChanged 7
		SP:Iteration 65Q (57877.940000 sec): 3 clusters
  Score: Raw -19078327.056999 + Penalty 5708.154063 = -19072618.902936
  nChanged 5
		SP:Iteration 66Q (57878.910000 sec): 3 clusters
  Score: Raw -19078327.986102 + Penalty 5708.154063 = -19072619.832038
  nChanged 6
		SP:Iteration 67Q (57879.850000 sec): 3 clusters
  Score: Raw -19078328.994448 + Penalty 5708.154063 = -19072620.840384
  nChanged 4
		SP:Iteration 68Q (57880.820000 sec): 3 clusters
  Score: Raw -19078329.677977 + Penalty 5708.154063 = -19072621.523914
  nChanged 3
		SP:Iteration 69Q (57881.800000 sec): 3 clusters
  Score: Raw -19078330.105630 + Penalty 5708.154063 = -19072621.951567
  nChanged 2
		SP:Iteration 70Q (57882.720000 sec): 3 clusters
  Score: Raw -19078330.340024 + Penalty 5708.154063 = -19072622.185961
  nChanged 2
		SP:Iteration 71Q (57883.650000 sec): 3 clusters
  Score: Raw -19078330.594127 + Penalty 5708.154063 = -19072622.440064
  nChanged 0
		SP:Iteration 72F (57884.710000 sec): 3 clusters
  Score: Raw -19078330.594127 + Penalty 5708.154063 = -19072622.440064
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 34 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57884.780000 sec): 2 clusters
  Score: Raw -65153.944693 + Penalty 1477.047668 = -63676.897026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57884.960000 sec): 3 clusters
  Score: Raw -65219.988664 + Penalty 2954.095335 = -62265.893329
  nChanged 50
		SP:Iteration 1F (57885.140000 sec): 3 clusters
  Score: Raw -65346.195181 + Penalty 2954.095335 = -62392.099845
  nChanged 12
		SP:Iteration 2Q (57885.310000 sec): 3 clusters
  Score: Raw -65382.685107 + Penalty 2954.095335 = -62428.589772
  nChanged 4
		SP:Iteration 3Q (57885.480000 sec): 3 clusters
  Score: Raw -65400.556995 + Penalty 2954.095335 = -62446.461659
  nChanged 2
		SP:Iteration 4Q (57885.660000 sec): 3 clusters
  Score: Raw -65404.804946 + Penalty 2954.095335 = -62450.709611
  nChanged 0
		SP:Iteration 5F (57885.840000 sec): 3 clusters
  Score: Raw -65404.804946 + Penalty 2954.095335 = -62450.709611
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 35 (1253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57885.920000 sec): 2 clusters
  Score: Raw -221272.600460 + Penalty 1769.057397 = -219503.543063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57886.100000 sec): 3 clusters
  Score: Raw -220893.472463 + Penalty 3538.114794 = -217355.357669
  nChanged 326
		SP:Iteration 1F (57886.280000 sec): 3 clusters
  Score: Raw -221192.187795 + Penalty 3538.114794 = -217654.073001
  nChanged 79
		SP:Iteration 2F (57886.450000 sec): 3 clusters
  Score: Raw -221302.209249 + Penalty 3538.114794 = -217764.094456
  nChanged 53
		SP:Iteration 3Q (57886.630000 sec): 3 clusters
  Score: Raw -221389.808378 + Penalty 3538.114794 = -217851.693585
  nChanged 50
		SP:Iteration 4Q (57886.800000 sec): 3 clusters
  Score: Raw -221459.530187 + Penalty 3538.114794 = -217921.415393
  nChanged 36
		SP:Iteration 5Q (57886.980000 sec): 3 clusters
  Score: Raw -221506.937331 + Penalty 3538.114794 = -217968.822538
  nChanged 24
		SP:Iteration 6Q (57887.160000 sec): 3 clusters
  Score: Raw -221536.230164 + Penalty 3538.114794 = -217998.115371
  nChanged 12
		SP:Iteration 7Q (57887.330000 sec): 3 clusters
  Score: Raw -221550.276374 + Penalty 3538.114794 = -218012.161580
  nChanged 19
		SP:Iteration 8Q (57887.510000 sec): 3 clusters
  Score: Raw -221571.876454 + Penalty 3538.114794 = -218033.761660
  nChanged 14
		SP:Iteration 9Q (57887.680000 sec): 3 clusters
  Score: Raw -221588.110833 + Penalty 3538.114794 = -218049.996039
  nChanged 11
		SP:Iteration 10Q (57887.860000 sec): 3 clusters
  Score: Raw -221602.214292 + Penalty 3538.114794 = -218064.099498
  nChanged 19
		SP:Iteration 11Q (57888.040000 sec): 3 clusters
  Score: Raw -221621.365442 + Penalty 3538.114794 = -218083.250648
  nChanged 15
		SP:Iteration 12Q (57888.210000 sec): 3 clusters
  Score: Raw -221637.507041 + Penalty 3538.114794 = -218099.392247
  nChanged 10
		SP:Iteration 13Q (57888.390000 sec): 3 clusters
  Score: Raw -221651.690492 + Penalty 3538.114794 = -218113.575699
  nChanged 14
		SP:Iteration 14Q (57888.560000 sec): 3 clusters
  Score: Raw -221668.274744 + Penalty 3538.114794 = -218130.159951
  nChanged 11
		SP:Iteration 15Q (57888.740000 sec): 3 clusters
  Score: Raw -221679.151156 + Penalty 3538.114794 = -218141.036362
  nChanged 3
		SP:Iteration 16Q (57888.910000 sec): 3 clusters
  Score: Raw -221683.174712 + Penalty 3538.114794 = -218145.059918
  nChanged 5
		SP:Iteration 17Q (57889.090000 sec): 3 clusters
  Score: Raw -221687.306514 + Penalty 3538.114794 = -218149.191721
  nChanged 5
		SP:Iteration 18Q (57889.260000 sec): 3 clusters
  Score: Raw -221703.910696 + Penalty 3538.114794 = -218165.795903
  nChanged 13
		SP:Iteration 19Q (57889.440000 sec): 3 clusters
  Score: Raw -221729.046425 + Penalty 3538.114794 = -218190.931631
  nChanged 10
		SP:Iteration 20F (57889.620000 sec): 3 clusters
  Score: Raw -221741.034817 + Penalty 3538.114794 = -218202.920023
  nChanged 7
		SP:Iteration 21Q (57889.790000 sec): 3 clusters
  Score: Raw -221750.863618 + Penalty 3538.114794 = -218212.748824
  nChanged 7
		SP:Iteration 22Q (57889.970000 sec): 3 clusters
  Score: Raw -221760.963081 + Penalty 3538.114794 = -218222.848288
  nChanged 3
		SP:Iteration 23Q (57890.140000 sec): 3 clusters
  Score: Raw -221763.146328 + Penalty 3538.114794 = -218225.031535
  nChanged 1
		SP:Iteration 24Q (57890.320000 sec): 3 clusters
  Score: Raw -221763.782858 + Penalty 3538.114794 = -218225.668064
  nChanged 1
		SP:Iteration 25Q (57890.500000 sec): 3 clusters
  Score: Raw -221764.867460 + Penalty 3538.114794 = -218226.752666
  nChanged 1
		SP:Iteration 26Q (57890.670000 sec): 3 clusters
  Score: Raw -221767.045688 + Penalty 3538.114794 = -218228.930894
  nChanged 0
		SP:Iteration 27F (57890.850000 sec): 3 clusters
  Score: Raw -221767.045688 + Penalty 3538.114794 = -218228.930894
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 37 (17020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57891.060000 sec): 2 clusters
  Score: Raw -2913852.373859 + Penalty 2416.051812 = -2911436.322047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57891.350000 sec): 3 clusters
  Score: Raw -2904131.523466 + Penalty 4832.103623 = -2899299.419843
  nChanged 7386
		SP:Iteration 1F (57891.640000 sec): 3 clusters
  Score: Raw -2908037.552088 + Penalty 4832.103623 = -2903205.448464
  nChanged 1007
		SP:Iteration 2F (57891.930000 sec): 3 clusters
  Score: Raw -2908440.644767 + Penalty 4832.103623 = -2903608.541143
  nChanged 812
		SP:Iteration 3Q (57892.270000 sec): 3 clusters
  Score: Raw -2908757.492480 + Penalty 4832.103623 = -2903925.388857
  nChanged 709
		SP:Iteration 4Q (57892.600000 sec): 3 clusters
  Score: Raw -2909057.651717 + Penalty 4832.103623 = -2904225.548094
  nChanged 623
		SP:Iteration 5Q (57892.900000 sec): 3 clusters
  Score: Raw -2909318.037115 + Penalty 4832.103623 = -2904485.933491
  nChanged 605
		SP:Iteration 6Q (57893.230000 sec): 3 clusters
  Score: Raw -2909564.821092 + Penalty 4832.103623 = -2904732.717468
  nChanged 594
		SP:Iteration 7Q (57893.560000 sec): 3 clusters
  Score: Raw -2909824.547401 + Penalty 4832.103623 = -2904992.443778
  nChanged 591
		SP:Iteration 8Q (57893.850000 sec): 3 clusters
  Score: Raw -2910100.340103 + Penalty 4832.103623 = -2905268.236479
  nChanged 605
		SP:Iteration 9Q (57894.190000 sec): 3 clusters
  Score: Raw -2910382.200075 + Penalty 4832.103623 = -2905550.096452
  nChanged 625
		SP:Iteration 10Q (57894.520000 sec): 3 clusters
  Score: Raw -2910711.603296 + Penalty 4832.103623 = -2905879.499673
  nChanged 738
		SP:Iteration 11Q (57894.860000 sec): 3 clusters
  Score: Raw -2911142.884157 + Penalty 4832.103623 = -2906310.780534
  nChanged 738
		SP:Iteration 12Q (57895.190000 sec): 3 clusters
  Score: Raw -2911624.065348 + Penalty 4832.103623 = -2906791.961724
  nChanged 791
		SP:Iteration 13Q (57895.530000 sec): 3 clusters
  Score: Raw -2912196.296799 + Penalty 4832.103623 = -2907364.193176
  nChanged 694
		SP:Iteration 14Q (57895.860000 sec): 3 clusters
  Score: Raw -2912730.329145 + Penalty 4832.103623 = -2907898.225521
  nChanged 546
		SP:Iteration 15Q (57896.200000 sec): 3 clusters
  Score: Raw -2913176.349714 + Penalty 4832.103623 = -2908344.246091
  nChanged 381
		SP:Iteration 16Q (57896.500000 sec): 3 clusters
  Score: Raw -2913505.754393 + Penalty 4832.103623 = -2908673.650770
  nChanged 257
		SP:Iteration 17Q (57896.740000 sec): 3 clusters
  Score: Raw -2913732.198687 + Penalty 4832.103623 = -2908900.095063
  nChanged 165
		SP:Iteration 18Q (57896.970000 sec): 3 clusters
  Score: Raw -2913888.139129 + Penalty 4832.103623 = -2909056.035505
  nChanged 100
		SP:Iteration 19Q (57897.190000 sec): 3 clusters
  Score: Raw -2913989.732190 + Penalty 4832.103623 = -2909157.628567
  nChanged 53
		SP:Iteration 20F (57897.480000 sec): 3 clusters
  Score: Raw -2914054.048622 + Penalty 4832.103623 = -2909221.944999
  nChanged 36
		SP:Iteration 21Q (57897.780000 sec): 3 clusters
  Score: Raw -2914094.179494 + Penalty 4832.103623 = -2909262.075870
  nChanged 27
		SP:Iteration 22Q (57898.070000 sec): 3 clusters
  Score: Raw -2914124.974538 + Penalty 4832.103623 = -2909292.870915
  nChanged 16
		SP:Iteration 23Q (57898.360000 sec): 3 clusters
  Score: Raw -2914139.474824 + Penalty 4832.103623 = -2909307.371201
  nChanged 14
		SP:Iteration 24Q (57898.660000 sec): 3 clusters
  Score: Raw -2914153.781541 + Penalty 4832.103623 = -2909321.677918
  nChanged 12
		SP:Iteration 25Q (57898.950000 sec): 3 clusters
  Score: Raw -2914166.290427 + Penalty 4832.103623 = -2909334.186803
  nChanged 7
		SP:Iteration 26Q (57899.200000 sec): 3 clusters
  Score: Raw -2914173.297864 + Penalty 4832.103623 = -2909341.194241
  nChanged 7
		SP:Iteration 27Q (57899.500000 sec): 3 clusters
  Score: Raw -2914180.864291 + Penalty 4832.103623 = -2909348.760667
  nChanged 7
		SP:Iteration 28Q (57899.790000 sec): 3 clusters
  Score: Raw -2914188.440626 + Penalty 4832.103623 = -2909356.337002
  nChanged 3
		SP:Iteration 29Q (57900.060000 sec): 3 clusters
  Score: Raw -2914195.785979 + Penalty 4832.103623 = -2909363.682356
  nChanged 6
		SP:Iteration 30Q (57900.300000 sec): 3 clusters
  Score: Raw -2914201.268214 + Penalty 4832.103623 = -2909369.164590
  nChanged 2
		SP:Iteration 31Q (57900.550000 sec): 3 clusters
  Score: Raw -2914202.755156 + Penalty 4832.103623 = -2909370.651532
  nChanged 1
		SP:Iteration 32Q (57900.810000 sec): 3 clusters
  Score: Raw -2914203.626001 + Penalty 4832.103623 = -2909371.522377
  nChanged 3
		SP:Iteration 33Q (57901.100000 sec): 3 clusters
  Score: Raw -2914206.327220 + Penalty 4832.103623 = -2909374.223596
  nChanged 2
		SP:Iteration 34Q (57901.390000 sec): 3 clusters
  Score: Raw -2914208.157175 + Penalty 4832.103623 = -2909376.053551
  nChanged 3
		SP:Iteration 35Q (57901.640000 sec): 3 clusters
  Score: Raw -2914210.714619 + Penalty 4832.103623 = -2909378.610995
  nChanged 3
		SP:Iteration 36Q (57901.930000 sec): 3 clusters
  Score: Raw -2914212.555911 + Penalty 4832.103623 = -2909380.452288
  nChanged 0
		SP:Iteration 37F (57902.220000 sec): 3 clusters
  Score: Raw -2914212.555911 + Penalty 4832.103623 = -2909380.452288
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 38 (21332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57902.420000 sec): 2 clusters
  Score: Raw -3730818.956527 + Penalty 2472.054966 = -3728346.901562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57902.810000 sec): 3 clusters
  Score: Raw -3718397.683726 + Penalty 4944.109932 = -3713453.573794
  nChanged 9283
		SP:Iteration 1F (57903.110000 sec): 3 clusters
  Score: Raw -3723847.846356 + Penalty 4944.109932 = -3718903.736424
  nChanged 1407
		SP:Iteration 2F (57903.410000 sec): 3 clusters
  Score: Raw -3724693.303898 + Penalty 4944.109932 = -3719749.193966
  nChanged 1376
		SP:Iteration 3F (57903.710000 sec): 3 clusters
  Score: Raw -3725596.201689 + Penalty 4944.109932 = -3720652.091757
  nChanged 1447
		SP:Iteration 4F (57904.010000 sec): 3 clusters
  Score: Raw -3726663.435095 + Penalty 4944.109932 = -3721719.325163
  nChanged 1501
		SP:Iteration 5F (57904.310000 sec): 3 clusters
  Score: Raw -3727756.988791 + Penalty 4944.109932 = -3722812.878860
  nChanged 1464
		SP:Iteration 6F (57904.610000 sec): 3 clusters
  Score: Raw -3728781.476760 + Penalty 4944.109932 = -3723837.366829
  nChanged 1238
		SP:Iteration 7F (57904.910000 sec): 3 clusters
  Score: Raw -3729587.046579 + Penalty 4944.109932 = -3724642.936648
  nChanged 984
		SP:Iteration 8Q (57905.210000 sec): 3 clusters
  Score: Raw -3730203.325254 + Penalty 4944.109932 = -3725259.215322
  nChanged 776
		SP:Iteration 9Q (57905.520000 sec): 3 clusters
  Score: Raw -3730657.413845 + Penalty 4944.109932 = -3725713.303914
  nChanged 611
		SP:Iteration 10Q (57905.860000 sec): 3 clusters
  Score: Raw -3730982.306345 + Penalty 4944.109932 = -3726038.196414
  nChanged 438
		SP:Iteration 11Q (57906.200000 sec): 3 clusters
  Score: Raw -3731198.792411 + Penalty 4944.109932 = -3726254.682479
  nChanged 322
		SP:Iteration 12Q (57906.580000 sec): 3 clusters
  Score: Raw -3731347.014233 + Penalty 4944.109932 = -3726402.904302
  nChanged 252
		SP:Iteration 13Q (57906.960000 sec): 3 clusters
  Score: Raw -3731455.752213 + Penalty 4944.109932 = -3726511.642282
  nChanged 180
		SP:Iteration 14Q (57907.330000 sec): 3 clusters
  Score: Raw -3731538.444782 + Penalty 4944.109932 = -3726594.334850
  nChanged 139
		SP:Iteration 15Q (57907.660000 sec): 3 clusters
  Score: Raw -3731591.514899 + Penalty 4944.109932 = -3726647.404968
  nChanged 100
		SP:Iteration 16Q (57908.000000 sec): 3 clusters
  Score: Raw -3731624.345980 + Penalty 4944.109932 = -3726680.236049
  nChanged 83
		SP:Iteration 17Q (57908.320000 sec): 3 clusters
  Score: Raw -3731654.165196 + Penalty 4944.109932 = -3726710.055264
  nChanged 66
		SP:Iteration 18Q (57908.650000 sec): 3 clusters
  Score: Raw -3731675.664895 + Penalty 4944.109932 = -3726731.554963
  nChanged 50
		SP:Iteration 19Q (57908.980000 sec): 3 clusters
  Score: Raw -3731688.997303 + Penalty 4944.109932 = -3726744.887371
  nChanged 28
		SP:Iteration 20F (57909.310000 sec): 3 clusters
  Score: Raw -3731698.163592 + Penalty 4944.109932 = -3726754.053661
  nChanged 37
		SP:Iteration 21Q (57909.640000 sec): 3 clusters
  Score: Raw -3731709.891504 + Penalty 4944.109932 = -3726765.781572
  nChanged 21
		SP:Iteration 22Q (57910.010000 sec): 3 clusters
  Score: Raw -3731717.202758 + Penalty 4944.109932 = -3726773.092826
  nChanged 20
		SP:Iteration 23Q (57910.310000 sec): 3 clusters
  Score: Raw -3731724.727045 + Penalty 4944.109932 = -3726780.617114
  nChanged 23
		SP:Iteration 24Q (57910.630000 sec): 3 clusters
  Score: Raw -3731734.948644 + Penalty 4944.109932 = -3726790.838712
  nChanged 21
		SP:Iteration 25Q (57910.960000 sec): 3 clusters
  Score: Raw -3731741.654379 + Penalty 4944.109932 = -3726797.544447
  nChanged 21
		SP:Iteration 26Q (57911.290000 sec): 3 clusters
  Score: Raw -3731748.003804 + Penalty 4944.109932 = -3726803.893873
  nChanged 20
		SP:Iteration 27Q (57911.630000 sec): 3 clusters
  Score: Raw -3731754.814512 + Penalty 4944.109932 = -3726810.704581
  nChanged 14
		SP:Iteration 28Q (57911.960000 sec): 3 clusters
  Score: Raw -3731759.270232 + Penalty 4944.109932 = -3726815.160300
  nChanged 11
		SP:Iteration 29Q (57912.290000 sec): 3 clusters
  Score: Raw -3731762.505022 + Penalty 4944.109932 = -3726818.395091
  nChanged 10
		SP:Iteration 30Q (57912.620000 sec): 3 clusters
  Score: Raw -3731766.335879 + Penalty 4944.109932 = -3726822.225947
  nChanged 10
		SP:Iteration 31Q (57912.950000 sec): 3 clusters
  Score: Raw -3731769.830654 + Penalty 4944.109932 = -3726825.720722
  nChanged 14
		SP:Iteration 32Q (57913.280000 sec): 3 clusters
  Score: Raw -3731774.495606 + Penalty 4944.109932 = -3726830.385675
  nChanged 5
		SP:Iteration 33Q (57913.610000 sec): 3 clusters
  Score: Raw -3731776.271297 + Penalty 4944.109932 = -3726832.161366
  nChanged 3
		SP:Iteration 34Q (57913.930000 sec): 3 clusters
  Score: Raw -3731776.830148 + Penalty 4944.109932 = -3726832.720217
  nChanged 0
		SP:Iteration 35F (57914.260000 sec): 3 clusters
  Score: Raw -3731776.830148 + Penalty 4944.109932 = -3726832.720217
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 39 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57914.350000 sec): 2 clusters
  Score: Raw -20566.375424 + Penalty 1229.045110 = -19337.330314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57914.530000 sec): 3 clusters
  Score: Raw -20856.037255 + Penalty 2458.090221 = -18397.947035
  nChanged 6
		SP:Iteration 1Q (57914.700000 sec): 3 clusters
  Score: Raw -20906.249801 + Penalty 2458.090221 = -18448.159581
  nChanged 0
		SP:Iteration 2F (57914.880000 sec): 3 clusters
  Score: Raw -20906.249801 + Penalty 2458.090221 = -18448.159581
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 40 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57914.970000 sec): 2 clusters
  Score: Raw -66434.522386 + Penalty 1488.350890 = -64946.171496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57915.140000 sec): 3 clusters
  Score: Raw -66499.745744 + Penalty 2976.701779 = -63523.043965
  nChanged 51
		SP:Iteration 1F (57915.320000 sec): 3 clusters
  Score: Raw -66637.233400 + Penalty 2976.701779 = -63660.531621
  nChanged 17
		SP:Iteration 2Q (57915.490000 sec): 3 clusters
  Score: Raw -66680.229441 + Penalty 2976.701779 = -63703.527662
  nChanged 5
		SP:Iteration 3Q (57915.670000 sec): 3 clusters
  Score: Raw -66694.110310 + Penalty 2976.701779 = -63717.408530
  nChanged 1
		SP:Iteration 4Q (57915.850000 sec): 3 clusters
  Score: Raw -66696.965817 + Penalty 2976.701779 = -63720.264037
  nChanged 0
		SP:Iteration 5F (57916.020000 sec): 3 clusters
  Score: Raw -66696.965817 + Penalty 2976.701779 = -63720.264037
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 41 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57916.110000 sec): 2 clusters
  Score: Raw -34904.531740 + Penalty 1355.030288 = -33549.501452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57916.290000 sec): 3 clusters
  Score: Raw -35230.876073 + Penalty 2710.060575 = -32520.815497
  nChanged 31
		SP:Iteration 1F (57916.460000 sec): 3 clusters
  Score: Raw -35394.710688 + Penalty 2710.060575 = -32684.650113
  nChanged 14
		SP:Iteration 2F (57916.640000 sec): 3 clusters
  Score: Raw -35542.665600 + Penalty 2710.060575 = -32832.605025
  nChanged 11
		SP:Iteration 3Q (57916.810000 sec): 3 clusters
  Score: Raw -35641.333222 + Penalty 2710.060575 = -32931.272646
  nChanged 11
		SP:Iteration 4Q (57916.990000 sec): 3 clusters
  Score: Raw -35731.443730 + Penalty 2710.060575 = -33021.383155
  nChanged 4
		SP:Iteration 5Q (57917.170000 sec): 3 clusters
  Score: Raw -35767.410140 + Penalty 2710.060575 = -33057.349565
  nChanged 3
		SP:Iteration 6Q (57917.340000 sec): 3 clusters
  Score: Raw -35805.045706 + Penalty 2710.060575 = -33094.985131
  nChanged 1
		SP:Iteration 7Q (57917.470000 sec): 3 clusters
  Score: Raw -35822.650516 + Penalty 2710.060575 = -33112.589941
  nChanged 1
		SP:Iteration 8Q (57917.650000 sec): 3 clusters
  Score: Raw -35841.998463 + Penalty 2710.060575 = -33131.937888
  nChanged 2
		SP:Iteration 9Q (57917.820000 sec): 3 clusters
  Score: Raw -35862.412066 + Penalty 2710.060575 = -33152.351491
  nChanged 0
		SP:Iteration 10F (57918.000000 sec): 3 clusters
  Score: Raw -35862.412066 + Penalty 2710.060575 = -33152.351491
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 42 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57918.090000 sec): 2 clusters
  Score: Raw -41605.268508 + Penalty 1372.280593 = -40232.987915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57918.260000 sec): 3 clusters
  Score: Raw -41774.664249 + Penalty 2744.561186 = -39030.103063
  nChanged 31
		SP:Iteration 1F (57918.440000 sec): 3 clusters
  Score: Raw -41862.498332 + Penalty 2744.561186 = -39117.937145
  nChanged 3
		SP:Iteration 2Q (57918.610000 sec): 3 clusters
  Score: Raw -41875.683029 + Penalty 2744.561186 = -39131.121842
  nChanged 3
		SP:Iteration 3Q (57918.790000 sec): 3 clusters
  Score: Raw -41890.372586 + Penalty 2744.561186 = -39145.811399
  nChanged 1
		SP:Iteration 4Q (57918.970000 sec): 3 clusters
  Score: Raw -41893.321271 + Penalty 2744.561186 = -39148.760085
  nChanged 0
		SP:Iteration 5F (57919.140000 sec): 3 clusters
  Score: Raw -41893.321271 + Penalty 2744.561186 = -39148.760085
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 43 (2221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57919.220000 sec): 2 clusters
  Score: Raw -366094.203794 + Penalty 1911.016780 = -364183.187014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57919.390000 sec): 3 clusters
  Score: Raw -365275.702307 + Penalty 3822.033561 = -361453.668747
  nChanged 753
		SP:Iteration 1F (57919.570000 sec): 3 clusters
  Score: Raw -365921.587121 + Penalty 3822.033561 = -362099.553561
  nChanged 216
		SP:Iteration 2F (57919.750000 sec): 3 clusters
  Score: Raw -366185.352008 + Penalty 3822.033561 = -362363.318448
  nChanged 136
		SP:Iteration 3F (57919.920000 sec): 3 clusters
  Score: Raw -366401.461209 + Penalty 3822.033561 = -362579.427648
  nChanged 129
		SP:Iteration 4F (57920.100000 sec): 3 clusters
  Score: Raw -366603.547483 + Penalty 3822.033561 = -362781.513922
  nChanged 134
		SP:Iteration 5F (57920.270000 sec): 3 clusters
  Score: Raw -366835.578476 + Penalty 3822.033561 = -363013.544916
  nChanged 130
		SP:Iteration 6F (57920.450000 sec): 3 clusters
  Score: Raw -367038.839677 + Penalty 3822.033561 = -363216.806116
  nChanged 108
		SP:Iteration 7Q (57920.630000 sec): 3 clusters
  Score: Raw -367201.583552 + Penalty 3822.033561 = -363379.549992
  nChanged 84
		SP:Iteration 8Q (57920.800000 sec): 3 clusters
  Score: Raw -367280.357328 + Penalty 3822.033561 = -363458.323768
  nChanged 44
		SP:Iteration 9Q (57920.980000 sec): 3 clusters
  Score: Raw -367325.257988 + Penalty 3822.033561 = -363503.224427
  nChanged 26
		SP:Iteration 10Q (57921.150000 sec): 3 clusters
  Score: Raw -367351.498184 + Penalty 3822.033561 = -363529.464623
  nChanged 17
		SP:Iteration 11Q (57921.330000 sec): 3 clusters
  Score: Raw -367370.676508 + Penalty 3822.033561 = -363548.642947
  nChanged 18
		SP:Iteration 12Q (57921.510000 sec): 3 clusters
  Score: Raw -367388.652889 + Penalty 3822.033561 = -363566.619328
  nChanged 8
		SP:Iteration 13Q (57921.680000 sec): 3 clusters
  Score: Raw -367394.235113 + Penalty 3822.033561 = -363572.201552
  nChanged 9
		SP:Iteration 14Q (57921.860000 sec): 3 clusters
  Score: Raw -367399.837090 + Penalty 3822.033561 = -363577.803529
  nChanged 6
		SP:Iteration 15Q (57922.030000 sec): 3 clusters
  Score: Raw -367403.206043 + Penalty 3822.033561 = -363581.172482
  nChanged 4
		SP:Iteration 16Q (57922.210000 sec): 3 clusters
  Score: Raw -367404.917420 + Penalty 3822.033561 = -363582.883859
  nChanged 4
		SP:Iteration 17Q (57922.380000 sec): 3 clusters
  Score: Raw -367407.341515 + Penalty 3822.033561 = -363585.307954
  nChanged 3
		SP:Iteration 18Q (57922.560000 sec): 3 clusters
  Score: Raw -367408.877039 + Penalty 3822.033561 = -363586.843479
  nChanged 1
		SP:Iteration 19Q (57922.730000 sec): 3 clusters
  Score: Raw -367409.439586 + Penalty 3822.033561 = -363587.406026
  nChanged 2
		SP:Iteration 20F (57922.910000 sec): 3 clusters
  Score: Raw -367410.096247 + Penalty 3822.033561 = -363588.062687
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 44 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57923.000000 sec): 2 clusters
  Score: Raw -23172.298606 + Penalty 1252.364290 = -21919.934316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57923.170000 sec): 3 clusters
  Score: Raw -23861.776881 + Penalty 2504.728580 = -21357.048301
  nChanged 21
		SP:Iteration 1F (57923.350000 sec): 3 clusters
  Score: Raw -24016.773287 + Penalty 2504.728580 = -21512.044707
  nChanged 2
		SP:Iteration 2Q (57923.570000 sec): 3 clusters
  Score: Raw -24047.991012 + Penalty 2504.728580 = -21543.262432
  nChanged 0
		SP:Iteration 3F (57923.750000 sec): 3 clusters
  Score: Raw -24047.991012 + Penalty 2504.728580 = -21543.262432
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 45 (911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57923.810000 sec): 2 clusters
  Score: Raw -150014.106918 + Penalty 1690.006639 = -148324.100280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57923.970000 sec): 3 clusters
  Score: Raw -149858.538601 + Penalty 3380.013277 = -146478.525324
  nChanged 246
		SP:Iteration 1F (57924.150000 sec): 3 clusters
  Score: Raw -150225.650222 + Penalty 3380.013277 = -146845.636945
  nChanged 91
		SP:Iteration 2F (57924.320000 sec): 3 clusters
  Score: Raw -150495.027604 + Penalty 3380.013277 = -147115.014327
  nChanged 84
		SP:Iteration 3F (57924.490000 sec): 3 clusters
  Score: Raw -150710.160040 + Penalty 3380.013277 = -147330.146763
  nChanged 58
		SP:Iteration 4F (57924.660000 sec): 3 clusters
  Score: Raw -150942.819745 + Penalty 3380.013277 = -147562.806468
  nChanged 49
		SP:Iteration 5F (57924.830000 sec): 3 clusters
  Score: Raw -151128.196805 + Penalty 3380.013277 = -147748.183528
  nChanged 40
		SP:Iteration 6Q (57924.950000 sec): 3 clusters
  Score: Raw -151301.487320 + Penalty 3380.013277 = -147921.474043
  nChanged 28
		SP:Iteration 7Q (57925.130000 sec): 3 clusters
  Score: Raw -151413.757600 + Penalty 3380.013277 = -148033.744323
  nChanged 21
		SP:Iteration 8Q (57925.310000 sec): 3 clusters
  Score: Raw -151475.577970 + Penalty 3380.013277 = -148095.564693
  nChanged 17
		SP:Iteration 9Q (57925.480000 sec): 3 clusters
  Score: Raw -151533.121534 + Penalty 3380.013277 = -148153.108257
  nChanged 12
		SP:Iteration 10Q (57925.650000 sec): 3 clusters
  Score: Raw -151568.348202 + Penalty 3380.013277 = -148188.334925
  nChanged 12
		SP:Iteration 11Q (57925.830000 sec): 3 clusters
  Score: Raw -151611.989965 + Penalty 3380.013277 = -148231.976688
  nChanged 13
		SP:Iteration 12Q (57926.010000 sec): 3 clusters
  Score: Raw -151660.169276 + Penalty 3380.013277 = -148280.155999
  nChanged 16
		SP:Iteration 13Q (57926.230000 sec): 3 clusters
  Score: Raw -151715.750244 + Penalty 3380.013277 = -148335.736967
  nChanged 17
		SP:Iteration 14Q (57926.390000 sec): 3 clusters
  Score: Raw -151768.347667 + Penalty 3380.013277 = -148388.334390
  nChanged 9
		SP:Iteration 15Q (57926.570000 sec): 3 clusters
  Score: Raw -151789.815481 + Penalty 3380.013277 = -148409.802204
  nChanged 10
		SP:Iteration 16Q (57926.730000 sec): 3 clusters
  Score: Raw -151826.457328 + Penalty 3380.013277 = -148446.444051
  nChanged 10
		SP:Iteration 17Q (57926.900000 sec): 3 clusters
  Score: Raw -151850.923479 + Penalty 3380.013277 = -148470.910202
  nChanged 7
		SP:Iteration 18Q (57927.070000 sec): 3 clusters
  Score: Raw -151870.239986 + Penalty 3380.013277 = -148490.226709
  nChanged 7
		SP:Iteration 19Q (57927.240000 sec): 3 clusters
  Score: Raw -151892.741843 + Penalty 3380.013277 = -148512.728566
  nChanged 7
		SP:Iteration 20F (57927.410000 sec): 3 clusters
  Score: Raw -151911.874265 + Penalty 3380.013277 = -148531.860988
  nChanged 7
		SP:Iteration 21Q (57927.580000 sec): 3 clusters
  Score: Raw -151928.841062 + Penalty 3380.013277 = -148548.827785
  nChanged 4
		SP:Iteration 22Q (57927.650000 sec): 3 clusters
  Score: Raw -151942.453284 + Penalty 3380.013277 = -148562.440007
  nChanged 3
		SP:Iteration 23Q (57927.670000 sec): 3 clusters
  Score: Raw -151949.842607 + Penalty 3380.013277 = -148569.829330
  nChanged 5
		SP:Iteration 24Q (57927.700000 sec): 3 clusters
  Score: Raw -151961.416548 + Penalty 3380.013277 = -148581.403271
  nChanged 3
		SP:Iteration 25Q (57927.730000 sec): 3 clusters
  Score: Raw -151966.367120 + Penalty 3380.013277 = -148586.353843
  nChanged 0
		SP:Iteration 26F (57927.760000 sec): 3 clusters
  Score: Raw -151966.367120 + Penalty 3380.013277 = -148586.353843
  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 3.87 GB.

 Trying to split cluster 46 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57927.840000 sec): 2 clusters
  Score: Raw -177460.280522 + Penalty 1719.247077 = -175741.033445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57928.010000 sec): 3 clusters
  Score: Raw -177225.248621 + Penalty 3438.494154 = -173786.754466
  nChanged 263
		SP:Iteration 1F (57928.190000 sec): 3 clusters
  Score: Raw -177526.328238 + Penalty 3438.494154 = -174087.834084
  nChanged 69
		SP:Iteration 2F (57928.370000 sec): 3 clusters
  Score: Raw -177636.760079 + Penalty 3438.494154 = -174198.265925
  nChanged 36
		SP:Iteration 3Q (57928.540000 sec): 3 clusters
  Score: Raw -177683.138752 + Penalty 3438.494154 = -174244.644598
  nChanged 21
		SP:Iteration 4Q (57928.720000 sec): 3 clusters
  Score: Raw -177713.158841 + Penalty 3438.494154 = -174274.664687
  nChanged 15
		SP:Iteration 5Q (57928.890000 sec): 3 clusters
  Score: Raw -177733.310258 + Penalty 3438.494154 = -174294.816104
  nChanged 11
		SP:Iteration 6Q (57929.070000 sec): 3 clusters
  Score: Raw -177752.725646 + Penalty 3438.494154 = -174314.231491
  nChanged 8
		SP:Iteration 7Q (57929.240000 sec): 3 clusters
  Score: Raw -177770.613219 + Penalty 3438.494154 = -174332.119065
  nChanged 10
		SP:Iteration 8Q (57929.380000 sec): 3 clusters
  Score: Raw -177783.166216 + Penalty 3438.494154 = -174344.672062
  nChanged 5
		SP:Iteration 9Q (57929.550000 sec): 3 clusters
  Score: Raw -177793.137113 + Penalty 3438.494154 = -174354.642958
  nChanged 5
		SP:Iteration 10Q (57929.690000 sec): 3 clusters
  Score: Raw -177808.350227 + Penalty 3438.494154 = -174369.856072
  nChanged 2
		SP:Iteration 11Q (57929.860000 sec): 3 clusters
  Score: Raw -177814.145856 + Penalty 3438.494154 = -174375.651702
  nChanged 4
		SP:Iteration 12Q (57930.000000 sec): 3 clusters
  Score: Raw -177821.464557 + Penalty 3438.494154 = -174382.970403
  nChanged 5
		SP:Iteration 13Q (57930.020000 sec): 3 clusters
  Score: Raw -177825.224341 + Penalty 3438.494154 = -174386.730187
  nChanged 4
		SP:Iteration 14Q (57930.060000 sec): 3 clusters
  Score: Raw -177828.175717 + Penalty 3438.494154 = -174389.681563
  nChanged 6
		SP:Iteration 15Q (57930.090000 sec): 3 clusters
  Score: Raw -177841.417948 + Penalty 3438.494154 = -174402.923794
  nChanged 14
		SP:Iteration 16Q (57930.120000 sec): 3 clusters
  Score: Raw -177856.265892 + Penalty 3438.494154 = -174417.771738
  nChanged 7
		SP:Iteration 17Q (57930.150000 sec): 3 clusters
  Score: Raw -177864.538224 + Penalty 3438.494154 = -174426.044070
  nChanged 8
		SP:Iteration 18Q (57930.190000 sec): 3 clusters
  Score: Raw -177876.504538 + Penalty 3438.494154 = -174438.010383
  nChanged 11
		SP:Iteration 19Q (57930.220000 sec): 3 clusters
  Score: Raw -177890.133999 + Penalty 3438.494154 = -174451.639845
  nChanged 12
		SP:Iteration 20F (57930.250000 sec): 3 clusters
  Score: Raw -177908.687189 + Penalty 3438.494154 = -174470.193034
  nChanged 14
		SP:Iteration 21Q (57930.280000 sec): 3 clusters
  Score: Raw -177924.498285 + Penalty 3438.494154 = -174486.004130
  nChanged 7
		SP:Iteration 22Q (57930.310000 sec): 3 clusters
  Score: Raw -177932.926843 + Penalty 3438.494154 = -174494.432689
  nChanged 4
		SP:Iteration 23Q (57930.350000 sec): 3 clusters
  Score: Raw -177938.320970 + Penalty 3438.494154 = -174499.826816
  nChanged 6
		SP:Iteration 24Q (57930.380000 sec): 3 clusters
  Score: Raw -177944.132813 + Penalty 3438.494154 = -174505.638658
  nChanged 5
		SP:Iteration 25Q (57930.410000 sec): 3 clusters
  Score: Raw -177950.851595 + Penalty 3438.494154 = -174512.357441
  nChanged 1
		SP:Iteration 26Q (57930.440000 sec): 3 clusters
  Score: Raw -177951.486294 + Penalty 3438.494154 = -174512.992140
  nChanged 0
		SP:Iteration 27F (57930.470000 sec): 3 clusters
  Score: Raw -177951.486294 + Penalty 3438.494154 = -174512.992140
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 47 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57930.510000 sec): 2 clusters
  Score: Raw -80709.473384 + Penalty 1542.212830 = -79167.260554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57930.530000 sec): 3 clusters
  Score: Raw -80742.828812 + Penalty 3084.425659 = -77658.403153
  nChanged 100
		SP:Iteration 1F (57930.560000 sec): 3 clusters
  Score: Raw -81028.130711 + Penalty 3084.425659 = -77943.705051
  nChanged 28
		SP:Iteration 2F (57930.580000 sec): 3 clusters
  Score: Raw -81138.337825 + Penalty 3084.425659 = -78053.912166
  nChanged 16
		SP:Iteration 3Q (57930.600000 sec): 3 clusters
  Score: Raw -81177.161962 + Penalty 3084.425659 = -78092.736302
  nChanged 10
		SP:Iteration 4Q (57930.630000 sec): 3 clusters
  Score: Raw -81196.364117 + Penalty 3084.425659 = -78111.938457
  nChanged 6
		SP:Iteration 5Q (57930.650000 sec): 3 clusters
  Score: Raw -81206.221959 + Penalty 3084.425659 = -78121.796299
  nChanged 6
		SP:Iteration 6Q (57930.670000 sec): 3 clusters
  Score: Raw -81217.551717 + Penalty 3084.425659 = -78133.126057
  nChanged 2
		SP:Iteration 7Q (57930.690000 sec): 3 clusters
  Score: Raw -81222.673723 + Penalty 3084.425659 = -78138.248064
  nChanged 2
		SP:Iteration 8Q (57930.720000 sec): 3 clusters
  Score: Raw -81225.272108 + Penalty 3084.425659 = -78140.846449
  nChanged 1
		SP:Iteration 9Q (57930.740000 sec): 3 clusters
  Score: Raw -81226.289246 + Penalty 3084.425659 = -78141.863587
  nChanged 0
		SP:Iteration 10F (57930.770000 sec): 3 clusters
  Score: Raw -81226.289246 + Penalty 3084.425659 = -78141.863587
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 48 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57930.790000 sec): 2 clusters
  Score: Raw -24954.831584 + Penalty 1267.772972 = -23687.058612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57930.800000 sec): 3 clusters
  Score: Raw -25402.207069 + Penalty 2535.545943 = -22866.661126
  nChanged 14
		SP:Iteration 1F (57930.810000 sec): 3 clusters
  Score: Raw -25481.084081 + Penalty 2535.545943 = -22945.538138
  nChanged 5
		SP:Iteration 2Q (57930.810000 sec): 3 clusters
  Score: Raw -25511.507699 + Penalty 2535.545943 = -22975.961756
  nChanged 2
		SP:Iteration 3Q (57930.820000 sec): 3 clusters
  Score: Raw -25526.494560 + Penalty 2535.545943 = -22990.948617
  nChanged 1
		SP:Iteration 4Q (57930.830000 sec): 3 clusters
  Score: Raw -25529.558319 + Penalty 2535.545943 = -22994.012376
  nChanged 0
		SP:Iteration 5F (57930.840000 sec): 3 clusters
  Score: Raw -25529.558319 + Penalty 2535.545943 = -22994.012376
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 49 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57930.860000 sec): 2 clusters
  Score: Raw -31274.446554 + Penalty 1408.682807 = -29865.763747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57930.870000 sec): 3 clusters
  Score: Raw -31474.119242 + Penalty 2817.365614 = -28656.753628
  nChanged 48
		SP:Iteration 1F (57930.880000 sec): 3 clusters
  Score: Raw -31603.907791 + Penalty 2817.365614 = -28786.542177
  nChanged 9
		SP:Iteration 2Q (57930.890000 sec): 3 clusters
  Score: Raw -31647.588205 + Penalty 2817.365614 = -28830.222590
  nChanged 3
		SP:Iteration 3Q (57930.910000 sec): 3 clusters
  Score: Raw -31655.563627 + Penalty 2817.365614 = -28838.198013
  nChanged 2
		SP:Iteration 4Q (57930.910000 sec): 3 clusters
  Score: Raw -31659.653576 + Penalty 2817.365614 = -28842.287962
  nChanged 1
		SP:Iteration 5Q (57930.920000 sec): 3 clusters
  Score: Raw -31661.732327 + Penalty 2817.365614 = -28844.366713
  nChanged 1
		SP:Iteration 6Q (57930.940000 sec): 3 clusters
  Score: Raw -31663.969660 + Penalty 2817.365614 = -28846.604046
  nChanged 0
		SP:Iteration 7F (57930.950000 sec): 3 clusters
  Score: Raw -31663.969660 + Penalty 2817.365614 = -28846.604046
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 50 (1569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57931.000000 sec): 2 clusters
  Score: Raw -272021.633388 + Penalty 1824.832051 = -270196.801337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57931.040000 sec): 3 clusters
  Score: Raw -271559.412882 + Penalty 3649.664101 = -267909.748780
  nChanged 447
		SP:Iteration 1F (57931.200000 sec): 3 clusters
  Score: Raw -271916.182399 + Penalty 3649.664101 = -268266.518297
  nChanged 93
		SP:Iteration 2F (57931.380000 sec): 3 clusters
  Score: Raw -272024.547028 + Penalty 3649.664101 = -268374.882927
  nChanged 62
		SP:Iteration 3Q (57931.550000 sec): 3 clusters
  Score: Raw -272088.660258 + Penalty 3649.664101 = -268438.996157
  nChanged 40
		SP:Iteration 4Q (57931.730000 sec): 3 clusters
  Score: Raw -272119.527835 + Penalty 3649.664101 = -268469.863733
  nChanged 27
		SP:Iteration 5Q (57931.910000 sec): 3 clusters
  Score: Raw -272151.267306 + Penalty 3649.664101 = -268501.603204
  nChanged 24
		SP:Iteration 6Q (57932.080000 sec): 3 clusters
  Score: Raw -272177.019614 + Penalty 3649.664101 = -268527.355513
  nChanged 22
		SP:Iteration 7Q (57932.250000 sec): 3 clusters
  Score: Raw -272200.615954 + Penalty 3649.664101 = -268550.951853
  nChanged 23
		SP:Iteration 8Q (57932.430000 sec): 3 clusters
  Score: Raw -272221.760185 + Penalty 3649.664101 = -268572.096084
  nChanged 18
		SP:Iteration 9Q (57932.610000 sec): 3 clusters
  Score: Raw -272234.833039 + Penalty 3649.664101 = -268585.168937
  nChanged 8
		SP:Iteration 10Q (57932.650000 sec): 3 clusters
  Score: Raw -272240.418245 + Penalty 3649.664101 = -268590.754144
  nChanged 8
		SP:Iteration 11Q (57932.690000 sec): 3 clusters
  Score: Raw -272248.210072 + Penalty 3649.664101 = -268598.545970
  nChanged 11
		SP:Iteration 12Q (57932.730000 sec): 3 clusters
  Score: Raw -272256.368559 + Penalty 3649.664101 = -268606.704458
  nChanged 11
		SP:Iteration 13Q (57932.770000 sec): 3 clusters
  Score: Raw -272265.630472 + Penalty 3649.664101 = -268615.966371
  nChanged 11
		SP:Iteration 14Q (57932.810000 sec): 3 clusters
  Score: Raw -272275.763345 + Penalty 3649.664101 = -268626.099243
  nChanged 11
		SP:Iteration 15Q (57932.860000 sec): 3 clusters
  Score: Raw -272282.729040 + Penalty 3649.664101 = -268633.064939
  nChanged 6
		SP:Iteration 16Q (57932.900000 sec): 3 clusters
  Score: Raw -272286.847981 + Penalty 3649.664101 = -268637.183879
  nChanged 3
		SP:Iteration 17Q (57932.940000 sec): 3 clusters
  Score: Raw -272288.461985 + Penalty 3649.664101 = -268638.797883
  nChanged 1
		SP:Iteration 18Q (57932.980000 sec): 3 clusters
  Score: Raw -272288.710942 + Penalty 3649.664101 = -268639.046840
  nChanged 2
		SP:Iteration 19Q (57933.030000 sec): 3 clusters
  Score: Raw -272290.744807 + Penalty 3649.664101 = -268641.080705
  nChanged 1
		SP:Iteration 20F (57933.070000 sec): 3 clusters
  Score: Raw -272290.984136 + Penalty 3649.664101 = -268641.320035
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 51 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57933.110000 sec): 2 clusters
  Score: Raw -35726.477212 + Penalty 1351.857536 = -34374.619675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57933.110000 sec): 3 clusters
  Score: Raw -35884.593492 + Penalty 2703.715073 = -33180.878419
  nChanged 17
		SP:Iteration 1F (57933.120000 sec): 3 clusters
  Score: Raw -35958.438167 + Penalty 2703.715073 = -33254.723094
  nChanged 3
		SP:Iteration 2Q (57933.130000 sec): 3 clusters
  Score: Raw -35973.968920 + Penalty 2703.715073 = -33270.253847
  nChanged 1
		SP:Iteration 3Q (57933.140000 sec): 3 clusters
  Score: Raw -35976.510954 + Penalty 2703.715073 = -33272.795881
  nChanged 0
		SP:Iteration 4F (57933.150000 sec): 3 clusters
  Score: Raw -35976.510954 + Penalty 2703.715073 = -33272.795881
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 52 (414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57933.170000 sec): 2 clusters
  Score: Raw -56529.414490 + Penalty 1494.414762 = -55034.999728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57933.190000 sec): 3 clusters
  Score: Raw -56652.047529 + Penalty 2988.829523 = -53663.218006
  nChanged 71
		SP:Iteration 1F (57933.200000 sec): 3 clusters
  Score: Raw -56788.309404 + Penalty 2988.829523 = -53799.479881
  nChanged 15
		SP:Iteration 2Q (57933.220000 sec): 3 clusters
  Score: Raw -56834.956692 + Penalty 2988.829523 = -53846.127169
  nChanged 3
		SP:Iteration 3Q (57933.230000 sec): 3 clusters
  Score: Raw -56837.756268 + Penalty 2988.829523 = -53848.926745
  nChanged 2
		SP:Iteration 4Q (57933.250000 sec): 3 clusters
  Score: Raw -56840.142916 + Penalty 2988.829523 = -53851.313393
  nChanged 3
		SP:Iteration 5Q (57933.270000 sec): 3 clusters
  Score: Raw -56846.723663 + Penalty 2988.829523 = -53857.894140
  nChanged 2
		SP:Iteration 6Q (57933.280000 sec): 3 clusters
  Score: Raw -56851.697410 + Penalty 2988.829523 = -53862.867887
  nChanged 2
		SP:Iteration 7Q (57933.300000 sec): 3 clusters
  Score: Raw -56862.591320 + Penalty 2988.829523 = -53873.761797
  nChanged 3
		SP:Iteration 8Q (57933.310000 sec): 3 clusters
  Score: Raw -56866.879724 + Penalty 2988.829523 = -53878.050201
  nChanged 1
		SP:Iteration 9Q (57933.330000 sec): 3 clusters
  Score: Raw -56868.282061 + Penalty 2988.829523 = -53879.452538
  nChanged 1
		SP:Iteration 10Q (57933.350000 sec): 3 clusters
  Score: Raw -56870.319378 + Penalty 2988.829523 = -53881.489855
  nChanged 0
		SP:Iteration 11F (57933.360000 sec): 3 clusters
  Score: Raw -56870.319378 + Penalty 2988.829523 = -53881.489855
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 53 (783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57933.400000 sec): 2 clusters
  Score: Raw -128473.703896 + Penalty 1652.456909 = -126821.246988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57933.420000 sec): 3 clusters
  Score: Raw -128352.412689 + Penalty 3304.913817 = -125047.498871
  nChanged 184
		SP:Iteration 1F (57933.450000 sec): 3 clusters
  Score: Raw -128590.069789 + Penalty 3304.913817 = -125285.155972
  nChanged 44
		SP:Iteration 2F (57933.470000 sec): 3 clusters
  Score: Raw -128655.683019 + Penalty 3304.913817 = -125350.769201
  nChanged 26
		SP:Iteration 3Q (57933.490000 sec): 3 clusters
  Score: Raw -128706.965971 + Penalty 3304.913817 = -125402.052154
  nChanged 20
		SP:Iteration 4Q (57933.520000 sec): 3 clusters
  Score: Raw -128740.472850 + Penalty 3304.913817 = -125435.559033
  nChanged 10
		SP:Iteration 5Q (57933.550000 sec): 3 clusters
  Score: Raw -128758.118254 + Penalty 3304.913817 = -125453.204437
  nChanged 3
		SP:Iteration 6Q (57933.570000 sec): 3 clusters
  Score: Raw -128762.958456 + Penalty 3304.913817 = -125458.044638
  nChanged 4
		SP:Iteration 7Q (57933.600000 sec): 3 clusters
  Score: Raw -128766.364458 + Penalty 3304.913817 = -125461.450641
  nChanged 0
		SP:Iteration 8F (57933.620000 sec): 3 clusters
  Score: Raw -128766.364458 + Penalty 3304.913817 = -125461.450641
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 54 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57933.660000 sec): 2 clusters
  Score: Raw -79964.904003 + Penalty 1561.225968 = -78403.678035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57933.680000 sec): 3 clusters
  Score: Raw -80006.905854 + Penalty 3122.451937 = -76884.453917
  nChanged 115
		SP:Iteration 1F (57933.710000 sec): 3 clusters
  Score: Raw -80265.322171 + Penalty 3122.451937 = -77142.870234
  nChanged 33
		SP:Iteration 2F (57933.730000 sec): 3 clusters
  Score: Raw -80364.214757 + Penalty 3122.451937 = -77241.762820
  nChanged 17
		SP:Iteration 3Q (57933.750000 sec): 3 clusters
  Score: Raw -80413.083651 + Penalty 3122.451937 = -77290.631714
  nChanged 11
		SP:Iteration 4Q (57933.780000 sec): 3 clusters
  Score: Raw -80443.677706 + Penalty 3122.451937 = -77321.225769
  nChanged 7
		SP:Iteration 5Q (57933.800000 sec): 3 clusters
  Score: Raw -80450.183740 + Penalty 3122.451937 = -77327.731803
  nChanged 3
		SP:Iteration 6Q (57933.820000 sec): 3 clusters
  Score: Raw -80453.412204 + Penalty 3122.451937 = -77330.960267
  nChanged 2
		SP:Iteration 7Q (57933.850000 sec): 3 clusters
  Score: Raw -80455.195691 + Penalty 3122.451937 = -77332.743754
  nChanged 0
		SP:Iteration 8F (57933.870000 sec): 3 clusters
  Score: Raw -80455.195691 + Penalty 3122.451937 = -77332.743754
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 55 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57933.890000 sec): 2 clusters
  Score: Raw -19523.024255 + Penalty 1263.250050 = -18259.774205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57933.900000 sec): 3 clusters
  Score: Raw -20085.534354 + Penalty 2526.500100 = -17559.034255
  nChanged 32
		SP:Iteration 1F (57933.910000 sec): 3 clusters
  Score: Raw -20338.164894 + Penalty 2526.500100 = -17811.664794
  nChanged 10
		SP:Iteration 2F (57934.040000 sec): 3 clusters
  Score: Raw -20448.793830 + Penalty 2526.500100 = -17922.293731
  nChanged 2
		SP:Iteration 3Q (57934.220000 sec): 3 clusters
  Score: Raw -20493.968074 + Penalty 2526.500100 = -17967.467975
  nChanged 1
		SP:Iteration 4Q (57934.400000 sec): 3 clusters
  Score: Raw -20520.205361 + Penalty 2526.500100 = -17993.705262
  nChanged 0
		SP:Iteration 5F (57934.570000 sec): 3 clusters
  Score: Raw -20520.205361 + Penalty 2526.500100 = -17993.705262
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 56 (3771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57934.690000 sec): 2 clusters
  Score: Raw -662944.066815 + Penalty 2042.303683 = -660901.763132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57934.860000 sec): 3 clusters
  Score: Raw -661218.579809 + Penalty 4084.607367 = -657133.972442
  nChanged 1354
		SP:Iteration 1F (57935.040000 sec): 3 clusters
  Score: Raw -662048.725256 + Penalty 4084.607367 = -657964.117889
  nChanged 336
		SP:Iteration 2F (57935.130000 sec): 3 clusters
  Score: Raw -662332.213640 + Penalty 4084.607367 = -658247.606274
  nChanged 241
		SP:Iteration 3F (57935.210000 sec): 3 clusters
  Score: Raw -662528.775210 + Penalty 4084.607367 = -658444.167843
  nChanged 197
		SP:Iteration 4F (57935.300000 sec): 3 clusters
  Score: Raw -662711.985770 + Penalty 4084.607367 = -658627.378403
  nChanged 172
		SP:Iteration 5Q (57935.500000 sec): 3 clusters
  Score: Raw -662883.664706 + Penalty 4084.607367 = -658799.057339
  nChanged 176
		SP:Iteration 6Q (57935.680000 sec): 3 clusters
  Score: Raw -663064.626354 + Penalty 4084.607367 = -658980.018987
  nChanged 183
		SP:Iteration 7Q (57935.850000 sec): 3 clusters
  Score: Raw -663223.574072 + Penalty 4084.607367 = -659138.966705
  nChanged 147
		SP:Iteration 8Q (57936.030000 sec): 3 clusters
  Score: Raw -663360.186740 + Penalty 4084.607367 = -659275.579373
  nChanged 140
		SP:Iteration 9Q (57936.200000 sec): 3 clusters
  Score: Raw -663482.518916 + Penalty 4084.607367 = -659397.911550
  nChanged 121
		SP:Iteration 10Q (57936.380000 sec): 3 clusters
  Score: Raw -663576.090813 + Penalty 4084.607367 = -659491.483446
  nChanged 83
		SP:Iteration 11Q (57936.550000 sec): 3 clusters
  Score: Raw -663634.536410 + Penalty 4084.607367 = -659549.929043
  nChanged 58
		SP:Iteration 12Q (57936.720000 sec): 3 clusters
  Score: Raw -663668.941081 + Penalty 4084.607367 = -659584.333714
  nChanged 42
		SP:Iteration 13Q (57936.900000 sec): 3 clusters
  Score: Raw -663693.259621 + Penalty 4084.607367 = -659608.652255
  nChanged 29
		SP:Iteration 14Q (57937.070000 sec): 3 clusters
  Score: Raw -663712.173199 + Penalty 4084.607367 = -659627.565832
  nChanged 28
		SP:Iteration 15Q (57937.240000 sec): 3 clusters
  Score: Raw -663733.300462 + Penalty 4084.607367 = -659648.693095
  nChanged 26
		SP:Iteration 16Q (57937.420000 sec): 3 clusters
  Score: Raw -663750.875650 + Penalty 4084.607367 = -659666.268283
  nChanged 26
		SP:Iteration 17Q (57937.590000 sec): 3 clusters
  Score: Raw -663767.365822 + Penalty 4084.607367 = -659682.758455
  nChanged 18
		SP:Iteration 18Q (57937.770000 sec): 3 clusters
  Score: Raw -663780.676685 + Penalty 4084.607367 = -659696.069318
  nChanged 21
		SP:Iteration 19Q (57937.940000 sec): 3 clusters
  Score: Raw -663792.418872 + Penalty 4084.607367 = -659707.811506
  nChanged 18
		SP:Iteration 20F (57938.120000 sec): 3 clusters
  Score: Raw -663802.014453 + Penalty 4084.607367 = -659717.407086
  nChanged 16
		SP:Iteration 21Q (57938.290000 sec): 3 clusters
  Score: Raw -663813.359044 + Penalty 4084.607367 = -659728.751678
  nChanged 25
		SP:Iteration 22Q (57938.460000 sec): 3 clusters
  Score: Raw -663830.297624 + Penalty 4084.607367 = -659745.690258
  nChanged 21
		SP:Iteration 23Q (57938.640000 sec): 3 clusters
  Score: Raw -663844.218483 + Penalty 4084.607367 = -659759.611116
  nChanged 18
		SP:Iteration 24Q (57938.810000 sec): 3 clusters
  Score: Raw -663853.004324 + Penalty 4084.607367 = -659768.396957
  nChanged 11
		SP:Iteration 25Q (57938.990000 sec): 3 clusters
  Score: Raw -663857.042378 + Penalty 4084.607367 = -659772.435011
  nChanged 8
		SP:Iteration 26Q (57939.160000 sec): 3 clusters
  Score: Raw -663861.485909 + Penalty 4084.607367 = -659776.878542
  nChanged 4
		SP:Iteration 27Q (57939.340000 sec): 3 clusters
  Score: Raw -663863.521467 + Penalty 4084.607367 = -659778.914100
  nChanged 1
		SP:Iteration 28Q (57939.510000 sec): 3 clusters
  Score: Raw -663863.827625 + Penalty 4084.607367 = -659779.220258
  nChanged 0
		SP:Iteration 29F (57939.680000 sec): 3 clusters
  Score: Raw -663863.827625 + Penalty 4084.607367 = -659779.220258
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 57 (1243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57939.760000 sec): 2 clusters
  Score: Raw -200793.478654 + Penalty 1767.070207 = -199026.408447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57939.940000 sec): 3 clusters
  Score: Raw -200503.320103 + Penalty 3534.140413 = -196969.179690
  nChanged 379
		SP:Iteration 1F (57940.110000 sec): 3 clusters
  Score: Raw -201054.127297 + Penalty 3534.140413 = -197519.986884
  nChanged 117
		SP:Iteration 2F (57940.290000 sec): 3 clusters
  Score: Raw -201366.961629 + Penalty 3534.140413 = -197832.821215
  nChanged 104
		SP:Iteration 3F (57940.460000 sec): 3 clusters
  Score: Raw -201695.137209 + Penalty 3534.140413 = -198160.996795
  nChanged 92
		SP:Iteration 4F (57940.640000 sec): 3 clusters
  Score: Raw -202012.047118 + Penalty 3534.140413 = -198477.906705
  nChanged 79
		SP:Iteration 5F (57940.690000 sec): 3 clusters
  Score: Raw -202277.356982 + Penalty 3534.140413 = -198743.216569
  nChanged 70
		SP:Iteration 6F (57940.720000 sec): 3 clusters
  Score: Raw -202437.806262 + Penalty 3534.140413 = -198903.665849
  nChanged 32
		SP:Iteration 7Q (57940.760000 sec): 3 clusters
  Score: Raw -202499.274682 + Penalty 3534.140413 = -198965.134269
  nChanged 25
		SP:Iteration 8Q (57940.790000 sec): 3 clusters
  Score: Raw -202545.683830 + Penalty 3534.140413 = -199011.543417
  nChanged 12
		SP:Iteration 9Q (57940.820000 sec): 3 clusters
  Score: Raw -202567.448225 + Penalty 3534.140413 = -199033.307811
  nChanged 9
		SP:Iteration 10Q (57940.850000 sec): 3 clusters
  Score: Raw -202578.787497 + Penalty 3534.140413 = -199044.647083
  nChanged 8
		SP:Iteration 11Q (57940.890000 sec): 3 clusters
  Score: Raw -202590.805799 + Penalty 3534.140413 = -199056.665386
  nChanged 4
		SP:Iteration 12Q (57940.920000 sec): 3 clusters
  Score: Raw -202593.794191 + Penalty 3534.140413 = -199059.653778
  nChanged 1
		SP:Iteration 13Q (57940.950000 sec): 3 clusters
  Score: Raw -202594.833861 + Penalty 3534.140413 = -199060.693448
  nChanged 0
		SP:Iteration 14F (57940.980000 sec): 3 clusters
  Score: Raw -202594.833861 + Penalty 3534.140413 = -199060.693448
  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 3.87 GB.

 Trying to split cluster 58 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57941.030000 sec): 2 clusters
  Score: Raw -21644.510683 + Penalty 1260.188283 = -20384.322400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57941.040000 sec): 3 clusters
  Score: Raw -21863.800557 + Penalty 2520.376565 = -19343.423992
  nChanged 6
		SP:Iteration 1Q (57941.050000 sec): 3 clusters
  Score: Raw -21914.799705 + Penalty 2520.376565 = -19394.423140
  nChanged 3
		SP:Iteration 2Q (57941.060000 sec): 3 clusters
  Score: Raw -21942.555667 + Penalty 2520.376565 = -19422.179101
  nChanged 1
		SP:Iteration 3Q (57941.060000 sec): 3 clusters
  Score: Raw -21949.799418 + Penalty 2520.376565 = -19429.422853
  nChanged 0
		SP:Iteration 4F (57941.070000 sec): 3 clusters
  Score: Raw -21949.799418 + Penalty 2520.376565 = -19429.422853
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 59 (471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57941.110000 sec): 2 clusters
  Score: Raw -55562.385139 + Penalty 1526.404807 = -54035.980331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57941.130000 sec): 3 clusters
  Score: Raw -55717.391082 + Penalty 3052.809615 = -52664.581468
  nChanged 106
		SP:Iteration 1F (57941.150000 sec): 3 clusters
  Score: Raw -55939.668925 + Penalty 3052.809615 = -52886.859311
  nChanged 47
		SP:Iteration 2F (57941.180000 sec): 3 clusters
  Score: Raw -56108.704467 + Penalty 3052.809615 = -53055.894853
  nChanged 26
		SP:Iteration 3F (57941.200000 sec): 3 clusters
  Score: Raw -56241.836419 + Penalty 3052.809615 = -53189.026805
  nChanged 25
		SP:Iteration 4F (57941.220000 sec): 3 clusters
  Score: Raw -56329.034511 + Penalty 3052.809615 = -53276.224897
  nChanged 16
		SP:Iteration 5Q (57941.240000 sec): 3 clusters
  Score: Raw -56389.595487 + Penalty 3052.809615 = -53336.785872
  nChanged 16
		SP:Iteration 6Q (57941.270000 sec): 3 clusters
  Score: Raw -56438.565703 + Penalty 3052.809615 = -53385.756088
  nChanged 5
		SP:Iteration 7Q (57941.290000 sec): 3 clusters
  Score: Raw -56462.130637 + Penalty 3052.809615 = -53409.321022
  nChanged 3
		SP:Iteration 8Q (57941.310000 sec): 3 clusters
  Score: Raw -56482.859047 + Penalty 3052.809615 = -53430.049432
  nChanged 3
		SP:Iteration 9Q (57941.340000 sec): 3 clusters
  Score: Raw -56512.242411 + Penalty 3052.809615 = -53459.432796
  nChanged 2
		SP:Iteration 10Q (57941.360000 sec): 3 clusters
  Score: Raw -56517.154935 + Penalty 3052.809615 = -53464.345320
  nChanged 0
		SP:Iteration 11F (57941.380000 sec): 3 clusters
  Score: Raw -56517.154935 + Penalty 3052.809615 = -53464.345320
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 60 (354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (57941.410000 sec): 2 clusters
  Score: Raw -48991.969696 + Penalty 1455.585634 = -47536.384061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (57941.420000 sec): 3 clusters
  Score: Raw -49206.230103 + Penalty 2911.171269 = -46295.058834
  nChanged 74
		SP:Iteration 1F (57941.440000 sec): 3 clusters
  Score: Raw -49487.238115 + Penalty 2911.171269 = -46576.066846
  nChanged 24
		SP:Iteration 2F (57941.450000 sec): 3 clusters
  Score: Raw -49658.326939 + Penalty 2911.171269 = -46747.155670
  nChanged 16
		SP:Iteration 3Q (57941.460000 sec): 3 clusters
  Score: Raw -49711.213619 + Penalty 2911.171269 = -46800.042351
  nChanged 4
		SP:Iteration 4Q (57941.480000 sec): 3 clusters
  Score: Raw -49725.399635 + Penalty 2911.171269 = -46814.228366
  nChanged 0
		SP:Iteration 5F (57941.620000 sec): 3 clusters
  Score: Raw -49725.399635 + Penalty 2911.171269 = -46814.228366
  nChanged 0
Deleting Class 5 (124 points): Lose 2197.513096 but Gain 3262.464713
Iteration 179Q (58020.640000 sec): 63 clusters
  Score: Raw -91455580.376379 + Penalty 202272.812225 = -91253307.564155
  nChanged 258
Deleting Class 45 (408 points): Lose 3171.769054 but Gain 3262.464713
Iteration 180F (58134.070000 sec): 62 clusters
  Score: Raw -91471487.065716 + Penalty 199010.347511 = -91272476.718204
  nChanged 905
Iteration 181Q (58209.180000 sec): 62 clusters
  Score: Raw -91478903.735005 + Penalty 199010.347511 = -91279893.387494
  nChanged 296
Iteration 182Q (58284.310000 sec): 62 clusters
  Score: Raw -91480747.230145 + Penalty 199010.347511 = -91281736.882633
  nChanged 260
Iteration 183Q (58359.750000 sec): 62 clusters
  Score: Raw -91481129.855152 + Penalty 199010.347511 = -91282119.507641
  nChanged 228
Iteration 184Q (58436.450000 sec): 62 clusters
  Score: Raw -91481399.871089 + Penalty 199010.347511 = -91282389.523577
  nChanged 241
Iteration 185Q (58513.740000 sec): 62 clusters
  Score: Raw -91481976.379026 + Penalty 199010.347511 = -91282966.031514
  nChanged 210
Iteration 186Q (58589.510000 sec): 62 clusters
  Score: Raw -91482059.363637 + Penalty 199010.347511 = -91283049.016126
  nChanged 184
Iteration 187Q (58666.880000 sec): 62 clusters
  Score: Raw -91482085.744731 + Penalty 199010.347511 = -91283075.397219
  nChanged 178
Iteration 188Q (58742.720000 sec): 62 clusters
  Score: Raw -91482106.678465 + Penalty 199010.347511 = -91283096.330954
  nChanged 148
Iteration 189Q (58815.370000 sec): 62 clusters
  Score: Raw -91482122.984504 + Penalty 199010.347511 = -91283112.636993
  nChanged 116
Iteration 190Q (58890.830000 sec): 62 clusters
  Score: Raw -91482136.076360 + Penalty 199010.347511 = -91283125.728849
  nChanged 113
Iteration 191Q (58965.770000 sec): 62 clusters
  Score: Raw -91482152.698280 + Penalty 199010.347511 = -91283142.350769
  nChanged 104
Iteration 192Q (59041.220000 sec): 62 clusters
  Score: Raw -91482167.245637 + Penalty 199010.347511 = -91283156.898126
  nChanged 115
Iteration 193Q (59119.210000 sec): 62 clusters
  Score: Raw -91482182.866494 + Penalty 199010.347511 = -91283172.518982
  nChanged 88
Iteration 194Q (59194.890000 sec): 62 clusters
  Score: Raw -91482194.078165 + Penalty 199010.347511 = -91283183.730654
  nChanged 80
Iteration 195Q (59267.820000 sec): 62 clusters
  Score: Raw -91482206.700815 + Penalty 199010.347511 = -91283196.353304
  nChanged 92
Iteration 196Q (59343.430000 sec): 62 clusters
  Score: Raw -91482215.068903 + Penalty 199010.347511 = -91283204.721391
  nChanged 64
Iteration 197Q (59418.790000 sec): 62 clusters
  Score: Raw -91482222.192211 + Penalty 199010.347511 = -91283211.844700
  nChanged 40
Iteration 198Q (59495.130000 sec): 62 clusters
  Score: Raw -91482225.163554 + Penalty 199010.347511 = -91283214.816043
  nChanged 40
Iteration 199Q (59570.470000 sec): 62 clusters
  Score: Raw -91482228.840230 + Penalty 199010.347511 = -91283218.492719
  nChanged 60
Iteration 200F (59686.330000 sec): 62 clusters
  Score: Raw -91483551.697618 + Penalty 199010.347511 = -91284541.350107
  nChanged 79
Iteration 201Q (59762.880000 sec): 62 clusters
  Score: Raw -91484242.990347 + Penalty 199010.347511 = -91285232.642836
  nChanged 52
Iteration 202Q (59839.670000 sec): 62 clusters
  Score: Raw -91484292.349280 + Penalty 199010.347511 = -91285282.001769
  nChanged 38
Iteration 203Q (59915.410000 sec): 62 clusters
  Score: Raw -91484325.600596 + Penalty 199010.347511 = -91285315.253085
  nChanged 39
Iteration 204Q (59991.080000 sec): 62 clusters
  Score: Raw -91484344.418166 + Penalty 199010.347511 = -91285334.070655
  nChanged 44
Iteration 205Q (60067.470000 sec): 62 clusters
  Score: Raw -91484354.756921 + Penalty 199010.347511 = -91285344.409410
  nChanged 56
Iteration 206Q (60144.440000 sec): 62 clusters
  Score: Raw -91484366.422669 + Penalty 199010.347511 = -91285356.075157
  nChanged 53
Iteration 207Q (60221.500000 sec): 62 clusters
  Score: Raw -91484370.387919 + Penalty 199010.347511 = -91285360.040407
  nChanged 35
Iteration 208Q (60299.110000 sec): 62 clusters
  Score: Raw -91484374.388046 + Penalty 199010.347511 = -91285364.040535
  nChanged 39
Iteration 209Q (60375.910000 sec): 62 clusters
  Score: Raw -91484379.438170 + Penalty 199010.347511 = -91285369.090658
  nChanged 32
Iteration 210Q (60452.430000 sec): 62 clusters
  Score: Raw -91484386.083900 + Penalty 199010.347511 = -91285375.736389
  nChanged 36
Iteration 211Q (60528.670000 sec): 62 clusters
  Score: Raw -91484395.774303 + Penalty 199010.347511 = -91285385.426792
  nChanged 35
Iteration 212Q (60606.080000 sec): 62 clusters
  Score: Raw -91484402.476148 + Penalty 199010.347511 = -91285392.128637
  nChanged 28
Iteration 213Q (60683.170000 sec): 62 clusters
  Score: Raw -91484407.594404 + Penalty 199010.347511 = -91285397.246892
  nChanged 21
Iteration 214Q (60759.480000 sec): 62 clusters
  Score: Raw -91484412.067775 + Penalty 199010.347511 = -91285401.720264
  nChanged 20
Iteration 215Q (60837.080000 sec): 62 clusters
  Score: Raw -91484414.208116 + Penalty 199010.347511 = -91285403.860604
  nChanged 15
Iteration 216Q (60912.510000 sec): 62 clusters
  Score: Raw -91484415.926049 + Penalty 199010.347511 = -91285405.578537
  nChanged 12
Iteration 217Q (60989.970000 sec): 62 clusters
  Score: Raw -91484416.394556 + Penalty 199010.347511 = -91285406.047044
  nChanged 8
Iteration 218Q (61068.100000 sec): 62 clusters
  Score: Raw -91484417.546372 + Penalty 199010.347511 = -91285407.198861
  nChanged 17
Writing temp clu file 
Because OldScore, -91285406.047044, is greater than current (better) Score,-91285407.198861 
 Compute initial score before splitting:   Score: Raw -91484417.546372 + Penalty 199010.347511 = -91285407.198861
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61068.220000 sec): 2 clusters
  Score: Raw -111511.046573 + Penalty 1587.675465 = -109923.371109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61068.400000 sec): 3 clusters
  Score: Raw -111520.198795 + Penalty 3175.350930 = -108344.847865
  nChanged 108
		SP:Iteration 1F (61068.490000 sec): 3 clusters
  Score: Raw -111738.692931 + Penalty 3175.350930 = -108563.342001
  nChanged 34
		SP:Iteration 2F (61068.510000 sec): 3 clusters
  Score: Raw -111829.795147 + Penalty 3175.350930 = -108654.444218
  nChanged 19
		SP:Iteration 3Q (61068.520000 sec): 3 clusters
  Score: Raw -111898.666403 + Penalty 3175.350930 = -108723.315474
  nChanged 12
		SP:Iteration 4Q (61068.540000 sec): 3 clusters
  Score: Raw -111923.839700 + Penalty 3175.350930 = -108748.488770
  nChanged 11
		SP:Iteration 5Q (61068.570000 sec): 3 clusters
  Score: Raw -111952.846241 + Penalty 3175.350930 = -108777.495311
  nChanged 8
		SP:Iteration 6Q (61068.590000 sec): 3 clusters
  Score: Raw -111972.082452 + Penalty 3175.350930 = -108796.731522
  nChanged 9
		SP:Iteration 7Q (61068.610000 sec): 3 clusters
  Score: Raw -111992.107742 + Penalty 3175.350930 = -108816.756812
  nChanged 10
		SP:Iteration 8Q (61068.630000 sec): 3 clusters
  Score: Raw -112015.814815 + Penalty 3175.350930 = -108840.463885
  nChanged 7
		SP:Iteration 9Q (61068.660000 sec): 3 clusters
  Score: Raw -112037.941828 + Penalty 3175.350930 = -108862.590898
  nChanged 7
		SP:Iteration 10Q (61068.680000 sec): 3 clusters
  Score: Raw -112058.087005 + Penalty 3175.350930 = -108882.736076
  nChanged 4
		SP:Iteration 11Q (61068.710000 sec): 3 clusters
  Score: Raw -112065.248158 + Penalty 3175.350930 = -108889.897228
  nChanged 2
		SP:Iteration 12Q (61068.730000 sec): 3 clusters
  Score: Raw -112071.928417 + Penalty 3175.350930 = -108896.577487
  nChanged 2
		SP:Iteration 13Q (61068.750000 sec): 3 clusters
  Score: Raw -112075.889537 + Penalty 3175.350930 = -108900.538607
  nChanged 0
		SP:Iteration 14F (61068.770000 sec): 3 clusters
  Score: Raw -112075.889537 + Penalty 3175.350930 = -108900.538607
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 2 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61068.810000 sec): 2 clusters
  Score: Raw -34228.560871 + Penalty 1395.650036 = -32832.910835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61068.810000 sec): 3 clusters
  Score: Raw -34470.292735 + Penalty 2791.300072 = -31678.992663
  nChanged 41
		SP:Iteration 1F (61068.820000 sec): 3 clusters
  Score: Raw -34607.895101 + Penalty 2791.300072 = -31816.595028
  nChanged 18
		SP:Iteration 2F (61068.830000 sec): 3 clusters
  Score: Raw -34703.830605 + Penalty 2791.300072 = -31912.530532
  nChanged 9
		SP:Iteration 3Q (61068.840000 sec): 3 clusters
  Score: Raw -34765.566150 + Penalty 2791.300072 = -31974.266078
  nChanged 9
		SP:Iteration 4Q (61068.850000 sec): 3 clusters
  Score: Raw -34817.330511 + Penalty 2791.300072 = -32026.030438
  nChanged 0
		SP:Iteration 5F (61068.850000 sec): 3 clusters
  Score: Raw -34817.330511 + Penalty 2791.300072 = -32026.030438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 3 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61068.880000 sec): 2 clusters
  Score: Raw -39795.050187 + Penalty 1379.049044 = -38416.001142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61068.890000 sec): 3 clusters
  Score: Raw -39929.827472 + Penalty 2758.098089 = -37171.729383
  nChanged 27
		SP:Iteration 1F (61068.890000 sec): 3 clusters
  Score: Raw -40034.878081 + Penalty 2758.098089 = -37276.779992
  nChanged 6
		SP:Iteration 2Q (61068.900000 sec): 3 clusters
  Score: Raw -40067.866968 + Penalty 2758.098089 = -37309.768879
  nChanged 9
		SP:Iteration 3Q (61068.910000 sec): 3 clusters
  Score: Raw -40109.864228 + Penalty 2758.098089 = -37351.766139
  nChanged 2
		SP:Iteration 4Q (61068.920000 sec): 3 clusters
  Score: Raw -40123.662952 + Penalty 2758.098089 = -37365.564863
  nChanged 0
		SP:Iteration 5F (61068.930000 sec): 3 clusters
  Score: Raw -40123.662952 + Penalty 2758.098089 = -37365.564863
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61068.970000 sec): 2 clusters
  Score: Raw -171831.847637 + Penalty 1717.547609 = -170114.300028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61069.000000 sec): 3 clusters
  Score: Raw -171615.801750 + Penalty 3435.095218 = -168180.706532
  nChanged 270
		SP:Iteration 1F (61069.030000 sec): 3 clusters
  Score: Raw -171924.122335 + Penalty 3435.095218 = -168489.027117
  nChanged 74
		SP:Iteration 2F (61069.070000 sec): 3 clusters
  Score: Raw -172018.379624 + Penalty 3435.095218 = -168583.284407
  nChanged 25
		SP:Iteration 3Q (61069.100000 sec): 3 clusters
  Score: Raw -172051.906796 + Penalty 3435.095218 = -168616.811579
  nChanged 15
		SP:Iteration 4Q (61069.130000 sec): 3 clusters
  Score: Raw -172077.224661 + Penalty 3435.095218 = -168642.129443
  nChanged 18
		SP:Iteration 5Q (61069.160000 sec): 3 clusters
  Score: Raw -172101.593478 + Penalty 3435.095218 = -168666.498260
  nChanged 18
		SP:Iteration 6Q (61069.190000 sec): 3 clusters
  Score: Raw -172132.184939 + Penalty 3435.095218 = -168697.089722
  nChanged 11
		SP:Iteration 7Q (61069.230000 sec): 3 clusters
  Score: Raw -172147.189340 + Penalty 3435.095218 = -168712.094122
  nChanged 6
		SP:Iteration 8Q (61069.260000 sec): 3 clusters
  Score: Raw -172156.235641 + Penalty 3435.095218 = -168721.140423
  nChanged 4
		SP:Iteration 9Q (61069.290000 sec): 3 clusters
  Score: Raw -172161.097326 + Penalty 3435.095218 = -168726.002108
  nChanged 4
		SP:Iteration 10Q (61069.320000 sec): 3 clusters
  Score: Raw -172169.849885 + Penalty 3435.095218 = -168734.754667
  nChanged 7
		SP:Iteration 11Q (61069.350000 sec): 3 clusters
  Score: Raw -172183.924971 + Penalty 3435.095218 = -168748.829753
  nChanged 8
		SP:Iteration 12Q (61069.390000 sec): 3 clusters
  Score: Raw -172198.095991 + Penalty 3435.095218 = -168763.000773
  nChanged 4
		SP:Iteration 13Q (61069.420000 sec): 3 clusters
  Score: Raw -172208.417460 + Penalty 3435.095218 = -168773.322242
  nChanged 3
		SP:Iteration 14Q (61069.450000 sec): 3 clusters
  Score: Raw -172212.838344 + Penalty 3435.095218 = -168777.743127
  nChanged 3
		SP:Iteration 15Q (61069.480000 sec): 3 clusters
  Score: Raw -172216.026919 + Penalty 3435.095218 = -168780.931701
  nChanged 2
		SP:Iteration 16Q (61069.510000 sec): 3 clusters
  Score: Raw -172219.123292 + Penalty 3435.095218 = -168784.028074
  nChanged 4
		SP:Iteration 17Q (61069.550000 sec): 3 clusters
  Score: Raw -172223.611331 + Penalty 3435.095218 = -168788.516114
  nChanged 4
		SP:Iteration 18Q (61069.580000 sec): 3 clusters
  Score: Raw -172226.040760 + Penalty 3435.095218 = -168790.945542
  nChanged 5
		SP:Iteration 19Q (61069.650000 sec): 3 clusters
  Score: Raw -172235.480397 + Penalty 3435.095218 = -168800.385179
  nChanged 4
		SP:Iteration 20F (61069.830000 sec): 3 clusters
  Score: Raw -172253.924123 + Penalty 3435.095218 = -168818.828905
  nChanged 10
		SP:Iteration 21Q (61070.010000 sec): 3 clusters
  Score: Raw -172274.399982 + Penalty 3435.095218 = -168839.304764
  nChanged 9
		SP:Iteration 22Q (61070.180000 sec): 3 clusters
  Score: Raw -172285.489621 + Penalty 3435.095218 = -168850.394403
  nChanged 5
		SP:Iteration 23Q (61070.360000 sec): 3 clusters
  Score: Raw -172291.259930 + Penalty 3435.095218 = -168856.164713
  nChanged 3
		SP:Iteration 24Q (61070.530000 sec): 3 clusters
  Score: Raw -172293.622400 + Penalty 3435.095218 = -168858.527183
  nChanged 3
		SP:Iteration 25Q (61070.710000 sec): 3 clusters
  Score: Raw -172298.209478 + Penalty 3435.095218 = -168863.114261
  nChanged 4
		SP:Iteration 26Q (61070.890000 sec): 3 clusters
  Score: Raw -172301.809542 + Penalty 3435.095218 = -168866.714324
  nChanged 5
		SP:Iteration 27Q (61071.060000 sec): 3 clusters
  Score: Raw -172308.726796 + Penalty 3435.095218 = -168873.631578
  nChanged 8
		SP:Iteration 28Q (61071.240000 sec): 3 clusters
  Score: Raw -172316.163397 + Penalty 3435.095218 = -168881.068180
  nChanged 6
		SP:Iteration 29Q (61071.410000 sec): 3 clusters
  Score: Raw -172321.881039 + Penalty 3435.095218 = -168886.785821
  nChanged 5
		SP:Iteration 30Q (61071.590000 sec): 3 clusters
  Score: Raw -172326.599189 + Penalty 3435.095218 = -168891.503971
  nChanged 4
		SP:Iteration 31Q (61071.770000 sec): 3 clusters
  Score: Raw -172330.351149 + Penalty 3435.095218 = -168895.255932
  nChanged 1
		SP:Iteration 32Q (61071.940000 sec): 3 clusters
  Score: Raw -172331.998122 + Penalty 3435.095218 = -168896.902904
  nChanged 3
		SP:Iteration 33Q (61072.120000 sec): 3 clusters
  Score: Raw -172336.563971 + Penalty 3435.095218 = -168901.468753
  nChanged 1
		SP:Iteration 34Q (61072.290000 sec): 3 clusters
  Score: Raw -172337.087488 + Penalty 3435.095218 = -168901.992270
  nChanged 1
		SP:Iteration 35Q (61072.470000 sec): 3 clusters
  Score: Raw -172338.138016 + Penalty 3435.095218 = -168903.042799
  nChanged 0
		SP:Iteration 36F (61072.650000 sec): 3 clusters
  Score: Raw -172338.138016 + Penalty 3435.095218 = -168903.042799
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 6 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61072.730000 sec): 2 clusters
  Score: Raw -89498.807559 + Penalty 1571.093454 = -87927.714104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61072.910000 sec): 3 clusters
  Score: Raw -89665.052560 + Penalty 3142.186909 = -86522.865651
  nChanged 147
		SP:Iteration 1F (61073.080000 sec): 3 clusters
  Score: Raw -90172.353538 + Penalty 3142.186909 = -87030.166629
  nChanged 68
		SP:Iteration 2F (61073.260000 sec): 3 clusters
  Score: Raw -90474.483058 + Penalty 3142.186909 = -87332.296149
  nChanged 47
		SP:Iteration 3F (61073.430000 sec): 3 clusters
  Score: Raw -90716.208546 + Penalty 3142.186909 = -87574.021637
  nChanged 24
		SP:Iteration 4Q (61073.610000 sec): 3 clusters
  Score: Raw -90847.379767 + Penalty 3142.186909 = -87705.192858
  nChanged 13
		SP:Iteration 5Q (61073.790000 sec): 3 clusters
  Score: Raw -90912.755684 + Penalty 3142.186909 = -87770.568775
  nChanged 5
		SP:Iteration 6Q (61073.960000 sec): 3 clusters
  Score: Raw -90922.317511 + Penalty 3142.186909 = -87780.130602
  nChanged 3
		SP:Iteration 7Q (61074.140000 sec): 3 clusters
  Score: Raw -90927.779794 + Penalty 3142.186909 = -87785.592885
  nChanged 3
		SP:Iteration 8Q (61074.310000 sec): 3 clusters
  Score: Raw -90938.313209 + Penalty 3142.186909 = -87796.126301
  nChanged 7
		SP:Iteration 9Q (61074.490000 sec): 3 clusters
  Score: Raw -90962.728685 + Penalty 3142.186909 = -87820.541777
  nChanged 5
		SP:Iteration 10Q (61074.670000 sec): 3 clusters
  Score: Raw -90971.731717 + Penalty 3142.186909 = -87829.544808
  nChanged 3
		SP:Iteration 11Q (61074.840000 sec): 3 clusters
  Score: Raw -90986.035876 + Penalty 3142.186909 = -87843.848967
  nChanged 3
		SP:Iteration 12Q (61075.020000 sec): 3 clusters
  Score: Raw -90995.403318 + Penalty 3142.186909 = -87853.216409
  nChanged 3
		SP:Iteration 13Q (61075.190000 sec): 3 clusters
  Score: Raw -91002.352595 + Penalty 3142.186909 = -87860.165686
  nChanged 1
		SP:Iteration 14Q (61075.370000 sec): 3 clusters
  Score: Raw -91010.272876 + Penalty 3142.186909 = -87868.085968
  nChanged 2
		SP:Iteration 15Q (61075.550000 sec): 3 clusters
  Score: Raw -91016.944918 + Penalty 3142.186909 = -87874.758009
  nChanged 3
		SP:Iteration 16Q (61075.720000 sec): 3 clusters
  Score: Raw -91022.021819 + Penalty 3142.186909 = -87879.834910
  nChanged 5
		SP:Iteration 17Q (61075.900000 sec): 3 clusters
  Score: Raw -91032.315561 + Penalty 3142.186909 = -87890.128652
  nChanged 5
		SP:Iteration 18Q (61076.070000 sec): 3 clusters
  Score: Raw -91040.038823 + Penalty 3142.186909 = -87897.851914
  nChanged 3
		SP:Iteration 19Q (61076.250000 sec): 3 clusters
  Score: Raw -91053.722054 + Penalty 3142.186909 = -87911.535145
  nChanged 4
		SP:Iteration 20F (61076.430000 sec): 3 clusters
  Score: Raw -91079.777877 + Penalty 3142.186909 = -87937.590969
  nChanged 5
		SP:Iteration 21Q (61076.600000 sec): 3 clusters
  Score: Raw -91119.656226 + Penalty 3142.186909 = -87977.469317
  nChanged 4
		SP:Iteration 22Q (61076.770000 sec): 3 clusters
  Score: Raw -91130.408968 + Penalty 3142.186909 = -87988.222059
  nChanged 1
		SP:Iteration 23Q (61076.950000 sec): 3 clusters
  Score: Raw -91146.312768 + Penalty 3142.186909 = -88004.125860
  nChanged 2
		SP:Iteration 24Q (61077.130000 sec): 3 clusters
  Score: Raw -91149.402047 + Penalty 3142.186909 = -88007.215138
  nChanged 1
		SP:Iteration 25Q (61077.300000 sec): 3 clusters
  Score: Raw -91151.095567 + Penalty 3142.186909 = -88008.908659
  nChanged 2
		SP:Iteration 26Q (61077.480000 sec): 3 clusters
  Score: Raw -91153.444887 + Penalty 3142.186909 = -88011.257978
  nChanged 0
		SP:Iteration 27F (61077.650000 sec): 3 clusters
  Score: Raw -91153.444887 + Penalty 3142.186909 = -88011.257978
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 5.
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61077.780000 sec): 2 clusters
  Score: Raw -660244.541272 + Penalty 2040.521640 = -658204.019632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61077.950000 sec): 3 clusters
  Score: Raw -658509.391925 + Penalty 4081.043279 = -654428.348645
  nChanged 1397
		SP:Iteration 1F (61078.130000 sec): 3 clusters
  Score: Raw -659280.217755 + Penalty 4081.043279 = -655199.174475
  nChanged 285
		SP:Iteration 2F (61078.300000 sec): 3 clusters
  Score: Raw -659462.017148 + Penalty 4081.043279 = -655380.973868
  nChanged 188
		SP:Iteration 3F (61078.480000 sec): 3 clusters
  Score: Raw -659580.767598 + Penalty 4081.043279 = -655499.724318
  nChanged 134
		SP:Iteration 4Q (61078.650000 sec): 3 clusters
  Score: Raw -659653.195654 + Penalty 4081.043279 = -655572.152374
  nChanged 98
		SP:Iteration 5Q (61078.830000 sec): 3 clusters
  Score: Raw -659707.637892 + Penalty 4081.043279 = -655626.594613
  nChanged 92
		SP:Iteration 6Q (61079.000000 sec): 3 clusters
  Score: Raw -659762.487322 + Penalty 4081.043279 = -655681.444043
  nChanged 69
		SP:Iteration 7Q (61079.170000 sec): 3 clusters
  Score: Raw -659796.438133 + Penalty 4081.043279 = -655715.394854
  nChanged 62
		SP:Iteration 8Q (61079.350000 sec): 3 clusters
  Score: Raw -659822.841409 + Penalty 4081.043279 = -655741.798129
  nChanged 42
		SP:Iteration 9Q (61079.520000 sec): 3 clusters
  Score: Raw -659844.154584 + Penalty 4081.043279 = -655763.111305
  nChanged 45
		SP:Iteration 10Q (61079.690000 sec): 3 clusters
  Score: Raw -659863.654365 + Penalty 4081.043279 = -655782.611086
  nChanged 37
		SP:Iteration 11Q (61079.870000 sec): 3 clusters
  Score: Raw -659882.695613 + Penalty 4081.043279 = -655801.652333
  nChanged 39
		SP:Iteration 12Q (61080.040000 sec): 3 clusters
  Score: Raw -659898.726373 + Penalty 4081.043279 = -655817.683094
  nChanged 32
		SP:Iteration 13Q (61080.220000 sec): 3 clusters
  Score: Raw -659909.011633 + Penalty 4081.043279 = -655827.968353
  nChanged 26
		SP:Iteration 14Q (61080.390000 sec): 3 clusters
  Score: Raw -659916.850363 + Penalty 4081.043279 = -655835.807083
  nChanged 16
		SP:Iteration 15Q (61080.610000 sec): 3 clusters
  Score: Raw -659922.485908 + Penalty 4081.043279 = -655841.442629
  nChanged 19
		SP:Iteration 16Q (61080.780000 sec): 3 clusters
  Score: Raw -659934.018866 + Penalty 4081.043279 = -655852.975587
  nChanged 28
		SP:Iteration 17Q (61080.960000 sec): 3 clusters
  Score: Raw -659950.519711 + Penalty 4081.043279 = -655869.476431
  nChanged 37
		SP:Iteration 18Q (61081.140000 sec): 3 clusters
  Score: Raw -659970.306342 + Penalty 4081.043279 = -655889.263062
  nChanged 42
		SP:Iteration 19Q (61081.310000 sec): 3 clusters
  Score: Raw -659992.392605 + Penalty 4081.043279 = -655911.349325
  nChanged 47
		SP:Iteration 20F (61081.480000 sec): 3 clusters
  Score: Raw -660013.756910 + Penalty 4081.043279 = -655932.713630
  nChanged 45
		SP:Iteration 21Q (61081.660000 sec): 3 clusters
  Score: Raw -660035.375111 + Penalty 4081.043279 = -655954.331831
  nChanged 36
		SP:Iteration 22Q (61081.830000 sec): 3 clusters
  Score: Raw -660048.912593 + Penalty 4081.043279 = -655967.869313
  nChanged 23
		SP:Iteration 23Q (61082.000000 sec): 3 clusters
  Score: Raw -660058.369998 + Penalty 4081.043279 = -655977.326718
  nChanged 19
		SP:Iteration 24Q (61082.180000 sec): 3 clusters
  Score: Raw -660065.058098 + Penalty 4081.043279 = -655984.014818
  nChanged 16
		SP:Iteration 25Q (61082.360000 sec): 3 clusters
  Score: Raw -660071.907154 + Penalty 4081.043279 = -655990.863875
  nChanged 16
		SP:Iteration 26Q (61082.530000 sec): 3 clusters
  Score: Raw -660077.214370 + Penalty 4081.043279 = -655996.171090
  nChanged 13
		SP:Iteration 27Q (61082.690000 sec): 3 clusters
  Score: Raw -660082.253755 + Penalty 4081.043279 = -656001.210476
  nChanged 14
		SP:Iteration 28Q (61082.850000 sec): 3 clusters
  Score: Raw -660088.542074 + Penalty 4081.043279 = -656007.498794
  nChanged 13
		SP:Iteration 29Q (61082.940000 sec): 3 clusters
  Score: Raw -660092.794347 + Penalty 4081.043279 = -656011.751067
  nChanged 18
		SP:Iteration 30Q (61083.120000 sec): 3 clusters
  Score: Raw -660100.088862 + Penalty 4081.043279 = -656019.045583
  nChanged 17
		SP:Iteration 31Q (61083.290000 sec): 3 clusters
  Score: Raw -660109.529760 + Penalty 4081.043279 = -656028.486481
  nChanged 20
		SP:Iteration 32Q (61083.460000 sec): 3 clusters
  Score: Raw -660117.582027 + Penalty 4081.043279 = -656036.538747
  nChanged 19
		SP:Iteration 33Q (61083.640000 sec): 3 clusters
  Score: Raw -660125.531298 + Penalty 4081.043279 = -656044.488019
  nChanged 23
		SP:Iteration 34Q (61083.810000 sec): 3 clusters
  Score: Raw -660134.115766 + Penalty 4081.043279 = -656053.072486
  nChanged 26
		SP:Iteration 35Q (61083.990000 sec): 3 clusters
  Score: Raw -660143.197021 + Penalty 4081.043279 = -656062.153742
  nChanged 14
		SP:Iteration 36Q (61084.160000 sec): 3 clusters
  Score: Raw -660147.886218 + Penalty 4081.043279 = -656066.842939
  nChanged 15
		SP:Iteration 37Q (61084.340000 sec): 3 clusters
  Score: Raw -660152.689706 + Penalty 4081.043279 = -656071.646426
  nChanged 13
		SP:Iteration 38Q (61084.510000 sec): 3 clusters
  Score: Raw -660157.572662 + Penalty 4081.043279 = -656076.529383
  nChanged 19
		SP:Iteration 39Q (61084.680000 sec): 3 clusters
  Score: Raw -660164.017092 + Penalty 4081.043279 = -656082.973813
  nChanged 17
		SP:Iteration 40F (61084.850000 sec): 3 clusters
  Score: Raw -660170.554661 + Penalty 4081.043279 = -656089.511382
  nChanged 16
		SP:Iteration 41Q (61085.020000 sec): 3 clusters
  Score: Raw -660177.693791 + Penalty 4081.043279 = -656096.650512
  nChanged 21
		SP:Iteration 42Q (61085.200000 sec): 3 clusters
  Score: Raw -660186.027105 + Penalty 4081.043279 = -656104.983825
  nChanged 20
		SP:Iteration 43Q (61085.370000 sec): 3 clusters
  Score: Raw -660193.664710 + Penalty 4081.043279 = -656112.621431
  nChanged 23
		SP:Iteration 44Q (61085.550000 sec): 3 clusters
  Score: Raw -660201.937769 + Penalty 4081.043279 = -656120.894490
  nChanged 21
		SP:Iteration 45Q (61085.680000 sec): 3 clusters
  Score: Raw -660210.765865 + Penalty 4081.043279 = -656129.722585
  nChanged 21
		SP:Iteration 46Q (61085.860000 sec): 3 clusters
  Score: Raw -660217.891796 + Penalty 4081.043279 = -656136.848517
  nChanged 13
		SP:Iteration 47Q (61086.060000 sec): 3 clusters
  Score: Raw -660222.808801 + Penalty 4081.043279 = -656141.765521
  nChanged 19
		SP:Iteration 48Q (61086.250000 sec): 3 clusters
  Score: Raw -660230.378458 + Penalty 4081.043279 = -656149.335179
  nChanged 13
		SP:Iteration 49Q (61086.420000 sec): 3 clusters
  Score: Raw -660234.856145 + Penalty 4081.043279 = -656153.812866
  nChanged 16
		SP:Iteration 50Q (61086.600000 sec): 3 clusters
  Score: Raw -660239.611938 + Penalty 4081.043279 = -656158.568659
  nChanged 11
		SP:Iteration 51Q (61086.770000 sec): 3 clusters
  Score: Raw -660243.015594 + Penalty 4081.043279 = -656161.972314
  nChanged 12
		SP:Iteration 52Q (61086.940000 sec): 3 clusters
  Score: Raw -660248.838857 + Penalty 4081.043279 = -656167.795577
  nChanged 12
		SP:Iteration 53Q (61087.120000 sec): 3 clusters
  Score: Raw -660252.269198 + Penalty 4081.043279 = -656171.225918
  nChanged 15
		SP:Iteration 54Q (61087.290000 sec): 3 clusters
  Score: Raw -660257.683399 + Penalty 4081.043279 = -656176.640120
  nChanged 11
		SP:Iteration 55Q (61087.460000 sec): 3 clusters
  Score: Raw -660261.354387 + Penalty 4081.043279 = -656180.311107
  nChanged 9
		SP:Iteration 56Q (61087.640000 sec): 3 clusters
  Score: Raw -660265.697218 + Penalty 4081.043279 = -656184.653938
  nChanged 12
		SP:Iteration 57Q (61087.810000 sec): 3 clusters
  Score: Raw -660269.443376 + Penalty 4081.043279 = -656188.400097
  nChanged 10
		SP:Iteration 58Q (61088.020000 sec): 3 clusters
  Score: Raw -660272.045553 + Penalty 4081.043279 = -656191.002274
  nChanged 4
		SP:Iteration 59Q (61088.190000 sec): 3 clusters
  Score: Raw -660273.008939 + Penalty 4081.043279 = -656191.965659
  nChanged 1
		SP:Iteration 60F (61088.320000 sec): 3 clusters
  Score: Raw -660273.085401 + Penalty 4081.043279 = -656192.042121
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 8 (95310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61089.000000 sec): 2 clusters
  Score: Raw -16980293.767606 + Penalty 2843.292724 = -16977450.474882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61090.080000 sec): 3 clusters
  Score: Raw -16919185.487180 + Penalty 5686.585448 = -16913498.901732
  nChanged 45111
		SP:Iteration 1F (61091.050000 sec): 3 clusters
  Score: Raw -16944780.148868 + Penalty 5686.585448 = -16939093.563420
  nChanged 2935
		SP:Iteration 2Q (61091.970000 sec): 3 clusters
  Score: Raw -16945412.532164 + Penalty 5686.585448 = -16939725.946716
  nChanged 2906
		SP:Iteration 3Q (61093.110000 sec): 3 clusters
  Score: Raw -16946095.574501 + Penalty 5686.585448 = -16940408.989054
  nChanged 3067
		SP:Iteration 4Q (61094.030000 sec): 3 clusters
  Score: Raw -16946905.901275 + Penalty 5686.585448 = -16941219.315827
  nChanged 3227
		SP:Iteration 5Q (61095.090000 sec): 3 clusters
  Score: Raw -16947908.152826 + Penalty 5686.585448 = -16942221.567378
  nChanged 3608
		SP:Iteration 6Q (61096.170000 sec): 3 clusters
  Score: Raw -16949257.704400 + Penalty 5686.585448 = -16943571.118952
  nChanged 4140
		SP:Iteration 7Q (61097.270000 sec): 3 clusters
  Score: Raw -16951084.225474 + Penalty 5686.585448 = -16945397.640026
  nChanged 4553
		SP:Iteration 8Q (61098.370000 sec): 3 clusters
  Score: Raw -16953337.238318 + Penalty 5686.585448 = -16947650.652870
  nChanged 4688
		SP:Iteration 9Q (61099.390000 sec): 3 clusters
  Score: Raw -16955755.379349 + Penalty 5686.585448 = -16950068.793901
  nChanged 4738
		SP:Iteration 10Q (61100.320000 sec): 3 clusters
  Score: Raw -16958235.152744 + Penalty 5686.585448 = -16952548.567296
  nChanged 4594
		SP:Iteration 11Q (61101.250000 sec): 3 clusters
  Score: Raw -16960487.320029 + Penalty 5686.585448 = -16954800.734582
  nChanged 4133
		SP:Iteration 12Q (61102.250000 sec): 3 clusters
  Score: Raw -16962394.289121 + Penalty 5686.585448 = -16956707.703673
  nChanged 3599
		SP:Iteration 13Q (61103.260000 sec): 3 clusters
  Score: Raw -16963902.295288 + Penalty 5686.585448 = -16958215.709840
  nChanged 3058
		SP:Iteration 14Q (61104.270000 sec): 3 clusters
  Score: Raw -16965013.782095 + Penalty 5686.585448 = -16959327.196648
  nChanged 2525
		SP:Iteration 15Q (61105.240000 sec): 3 clusters
  Score: Raw -16965787.080554 + Penalty 5686.585448 = -16960100.495106
  nChanged 2037
		SP:Iteration 16Q (61106.310000 sec): 3 clusters
  Score: Raw -16966307.379405 + Penalty 5686.585448 = -16960620.793957
  nChanged 1564
		SP:Iteration 17Q (61107.370000 sec): 3 clusters
  Score: Raw -16966634.793268 + Penalty 5686.585448 = -16960948.207821
  nChanged 1248
		SP:Iteration 18Q (61108.430000 sec): 3 clusters
  Score: Raw -16966893.428337 + Penalty 5686.585448 = -16961206.842889
  nChanged 1133
		SP:Iteration 19Q (61109.490000 sec): 3 clusters
  Score: Raw -16967137.201537 + Penalty 5686.585448 = -16961450.616089
  nChanged 1095
		SP:Iteration 20F (61110.500000 sec): 3 clusters
  Score: Raw -16967361.252650 + Penalty 5686.585448 = -16961674.667202
  nChanged 1014
		SP:Iteration 21Q (61111.520000 sec): 3 clusters
  Score: Raw -16967566.268617 + Penalty 5686.585448 = -16961879.683169
  nChanged 1007
		SP:Iteration 22Q (61112.540000 sec): 3 clusters
  Score: Raw -16967766.714377 + Penalty 5686.585448 = -16962080.128929
  nChanged 993
		SP:Iteration 23Q (61113.550000 sec): 3 clusters
  Score: Raw -16967971.321990 + Penalty 5686.585448 = -16962284.736543
  nChanged 1055
		SP:Iteration 24Q (61114.570000 sec): 3 clusters
  Score: Raw -16968191.627239 + Penalty 5686.585448 = -16962505.041791
  nChanged 1051
		SP:Iteration 25Q (61115.590000 sec): 3 clusters
  Score: Raw -16968405.470608 + Penalty 5686.585448 = -16962718.885160
  nChanged 1063
		SP:Iteration 26Q (61116.580000 sec): 3 clusters
  Score: Raw -16968628.187701 + Penalty 5686.585448 = -16962941.602253
  nChanged 1094
		SP:Iteration 27Q (61117.590000 sec): 3 clusters
  Score: Raw -16968860.022391 + Penalty 5686.585448 = -16963173.436944
  nChanged 1170
		SP:Iteration 28Q (61118.620000 sec): 3 clusters
  Score: Raw -16969128.316349 + Penalty 5686.585448 = -16963441.730901
  nChanged 1253
		SP:Iteration 29Q (61119.520000 sec): 3 clusters
  Score: Raw -16969438.193047 + Penalty 5686.585448 = -16963751.607599
  nChanged 1330
		SP:Iteration 30Q (61120.450000 sec): 3 clusters
  Score: Raw -16969789.630611 + Penalty 5686.585448 = -16964103.045164
  nChanged 1406
		SP:Iteration 31Q (61121.450000 sec): 3 clusters
  Score: Raw -16970193.058321 + Penalty 5686.585448 = -16964506.472873
  nChanged 1475
		SP:Iteration 32Q (61122.440000 sec): 3 clusters
  Score: Raw -16970654.660754 + Penalty 5686.585448 = -16964968.075306
  nChanged 1611
		SP:Iteration 33Q (61123.470000 sec): 3 clusters
  Score: Raw -16971219.617692 + Penalty 5686.585448 = -16965533.032244
  nChanged 1725
		SP:Iteration 34Q (61124.460000 sec): 3 clusters
  Score: Raw -16971873.999103 + Penalty 5686.585448 = -16966187.413655
  nChanged 1821
		SP:Iteration 35Q (61125.450000 sec): 3 clusters
  Score: Raw -16972644.911945 + Penalty 5686.585448 = -16966958.326497
  nChanged 1922
		SP:Iteration 36Q (61126.350000 sec): 3 clusters
  Score: Raw -16973560.172438 + Penalty 5686.585448 = -16967873.586990
  nChanged 1964
		SP:Iteration 37Q (61127.330000 sec): 3 clusters
  Score: Raw -16974603.918399 + Penalty 5686.585448 = -16968917.332951
  nChanged 1912
		SP:Iteration 38Q (61128.270000 sec): 3 clusters
  Score: Raw -16975709.238075 + Penalty 5686.585448 = -16970022.652627
  nChanged 1789
		SP:Iteration 39Q (61129.180000 sec): 3 clusters
  Score: Raw -16976829.261067 + Penalty 5686.585448 = -16971142.675619
  nChanged 1626
		SP:Iteration 40F (61130.200000 sec): 3 clusters
  Score: Raw -16977901.210003 + Penalty 5686.585448 = -16972214.624555
  nChanged 1306
		SP:Iteration 41Q (61131.080000 sec): 3 clusters
  Score: Raw -16978797.603536 + Penalty 5686.585448 = -16973111.018088
  nChanged 1018
		SP:Iteration 42Q (61131.960000 sec): 3 clusters
  Score: Raw -16979534.671647 + Penalty 5686.585448 = -16973848.086199
  nChanged 730
		SP:Iteration 43Q (61132.760000 sec): 3 clusters
  Score: Raw -16980054.351287 + Penalty 5686.585448 = -16974367.765839
  nChanged 487
		SP:Iteration 44Q (61133.580000 sec): 3 clusters
  Score: Raw -16980382.909954 + Penalty 5686.585448 = -16974696.324506
  nChanged 363
		SP:Iteration 45Q (61134.470000 sec): 3 clusters
  Score: Raw -16980624.763158 + Penalty 5686.585448 = -16974938.177710
  nChanged 265
		SP:Iteration 46Q (61135.360000 sec): 3 clusters
  Score: Raw -16980777.703745 + Penalty 5686.585448 = -16975091.118297
  nChanged 205
		SP:Iteration 47Q (61136.260000 sec): 3 clusters
  Score: Raw -16980898.404912 + Penalty 5686.585448 = -16975211.819464
  nChanged 160
		SP:Iteration 48Q (61137.130000 sec): 3 clusters
  Score: Raw -16980988.980121 + Penalty 5686.585448 = -16975302.394673
  nChanged 140
		SP:Iteration 49Q (61138.000000 sec): 3 clusters
  Score: Raw -16981062.490149 + Penalty 5686.585448 = -16975375.904702
  nChanged 107
		SP:Iteration 50Q (61138.860000 sec): 3 clusters
  Score: Raw -16981118.316547 + Penalty 5686.585448 = -16975431.731099
  nChanged 69
		SP:Iteration 51Q (61139.720000 sec): 3 clusters
  Score: Raw -16981148.333426 + Penalty 5686.585448 = -16975461.747978
  nChanged 57
		SP:Iteration 52Q (61140.550000 sec): 3 clusters
  Score: Raw -16981171.751884 + Penalty 5686.585448 = -16975485.166436
  nChanged 53
		SP:Iteration 53Q (61141.340000 sec): 3 clusters
  Score: Raw -16981190.640929 + Penalty 5686.585448 = -16975504.055481
  nChanged 39
		SP:Iteration 54Q (61142.230000 sec): 3 clusters
  Score: Raw -16981204.563993 + Penalty 5686.585448 = -16975517.978546
  nChanged 34
		SP:Iteration 55Q (61143.090000 sec): 3 clusters
  Score: Raw -16981218.011322 + Penalty 5686.585448 = -16975531.425874
  nChanged 40
		SP:Iteration 56Q (61143.970000 sec): 3 clusters
  Score: Raw -16981234.185078 + Penalty 5686.585448 = -16975547.599630
  nChanged 36
		SP:Iteration 57Q (61144.770000 sec): 3 clusters
  Score: Raw -16981246.549221 + Penalty 5686.585448 = -16975559.963773
  nChanged 28
		SP:Iteration 58Q (61145.680000 sec): 3 clusters
  Score: Raw -16981257.957569 + Penalty 5686.585448 = -16975571.372121
  nChanged 26
		SP:Iteration 59Q (61146.460000 sec): 3 clusters
  Score: Raw -16981268.758732 + Penalty 5686.585448 = -16975582.173284
  nChanged 24
		SP:Iteration 60F (61147.450000 sec): 3 clusters
  Score: Raw -16981277.915716 + Penalty 5686.585448 = -16975591.330269
  nChanged 23
		SP:Iteration 61Q (61148.240000 sec): 3 clusters
  Score: Raw -16981286.274420 + Penalty 5686.585448 = -16975599.688972
  nChanged 21
		SP:Iteration 62Q (61149.040000 sec): 3 clusters
  Score: Raw -16981293.710810 + Penalty 5686.585448 = -16975607.125362
  nChanged 21
		SP:Iteration 63Q (61149.960000 sec): 3 clusters
  Score: Raw -16981300.797815 + Penalty 5686.585448 = -16975614.212367
  nChanged 21
		SP:Iteration 64Q (61150.830000 sec): 3 clusters
  Score: Raw -16981307.314946 + Penalty 5686.585448 = -16975620.729498
  nChanged 18
		SP:Iteration 65Q (61151.670000 sec): 3 clusters
  Score: Raw -16981315.939921 + Penalty 5686.585448 = -16975629.354473
  nChanged 33
		SP:Iteration 66Q (61152.440000 sec): 3 clusters
  Score: Raw -16981329.449386 + Penalty 5686.585448 = -16975642.863938
  nChanged 26
		SP:Iteration 67Q (61153.270000 sec): 3 clusters
  Score: Raw -16981339.056424 + Penalty 5686.585448 = -16975652.470976
  nChanged 26
		SP:Iteration 68Q (61154.140000 sec): 3 clusters
  Score: Raw -16981347.807071 + Penalty 5686.585448 = -16975661.221623
  nChanged 23
		SP:Iteration 69Q (61155.010000 sec): 3 clusters
  Score: Raw -16981354.679532 + Penalty 5686.585448 = -16975668.094084
  nChanged 11
		SP:Iteration 70Q (61155.780000 sec): 3 clusters
  Score: Raw -16981357.902809 + Penalty 5686.585448 = -16975671.317361
  nChanged 10
		SP:Iteration 71Q (61156.670000 sec): 3 clusters
  Score: Raw -16981360.389879 + Penalty 5686.585448 = -16975673.804431
  nChanged 9
		SP:Iteration 72Q (61157.500000 sec): 3 clusters
  Score: Raw -16981362.817725 + Penalty 5686.585448 = -16975676.232277
  nChanged 12
		SP:Iteration 73Q (61158.390000 sec): 3 clusters
  Score: Raw -16981366.064023 + Penalty 5686.585448 = -16975679.478575
  nChanged 6
		SP:Iteration 74Q (61159.290000 sec): 3 clusters
  Score: Raw -16981367.732388 + Penalty 5686.585448 = -16975681.146940
  nChanged 4
		SP:Iteration 75Q (61160.090000 sec): 3 clusters
  Score: Raw -16981368.625016 + Penalty 5686.585448 = -16975682.039568
  nChanged 3
		SP:Iteration 76Q (61160.960000 sec): 3 clusters
  Score: Raw -16981369.190182 + Penalty 5686.585448 = -16975682.604734
  nChanged 2
		SP:Iteration 77Q (61161.860000 sec): 3 clusters
  Score: Raw -16981369.539621 + Penalty 5686.585448 = -16975682.954173
  nChanged 2
		SP:Iteration 78Q (61162.770000 sec): 3 clusters
  Score: Raw -16981370.267991 + Penalty 5686.585448 = -16975683.682543
  nChanged 2
		SP:Iteration 79Q (61163.580000 sec): 3 clusters
  Score: Raw -16981370.849275 + Penalty 5686.585448 = -16975684.263827
  nChanged 3
		SP:Iteration 80F (61164.550000 sec): 3 clusters
  Score: Raw -16981371.849099 + Penalty 5686.585448 = -16975685.263651
  nChanged 6
		SP:Iteration 81Q (61165.360000 sec): 3 clusters
  Score: Raw -16981373.123646 + Penalty 5686.585448 = -16975686.538198
  nChanged 5
		SP:Iteration 82Q (61166.200000 sec): 3 clusters
  Score: Raw -16981374.687470 + Penalty 5686.585448 = -16975688.102022
  nChanged 8
		SP:Iteration 83Q (61167.060000 sec): 3 clusters
  Score: Raw -16981376.716731 + Penalty 5686.585448 = -16975690.131283
  nChanged 4
		SP:Iteration 84Q (61167.920000 sec): 3 clusters
  Score: Raw -16981378.219349 + Penalty 5686.585448 = -16975691.633901
  nChanged 6
		SP:Iteration 85Q (61168.820000 sec): 3 clusters
  Score: Raw -16981379.571347 + Penalty 5686.585448 = -16975692.985899
  nChanged 6
		SP:Iteration 86Q (61169.680000 sec): 3 clusters
  Score: Raw -16981380.905413 + Penalty 5686.585448 = -16975694.319965
  nChanged 2
		SP:Iteration 87Q (61170.530000 sec): 3 clusters
  Score: Raw -16981381.580923 + Penalty 5686.585448 = -16975694.995475
  nChanged 5
		SP:Iteration 88Q (61171.370000 sec): 3 clusters
  Score: Raw -16981382.770495 + Penalty 5686.585448 = -16975696.185047
  nChanged 6
		SP:Iteration 89Q (61172.280000 sec): 3 clusters
  Score: Raw -16981384.277918 + Penalty 5686.585448 = -16975697.692470
  nChanged 3
		SP:Iteration 90Q (61173.140000 sec): 3 clusters
  Score: Raw -16981384.975195 + Penalty 5686.585448 = -16975698.389747
  nChanged 3
		SP:Iteration 91Q (61174.010000 sec): 3 clusters
  Score: Raw -16981385.910428 + Penalty 5686.585448 = -16975699.324980
  nChanged 6
		SP:Iteration 92Q (61174.910000 sec): 3 clusters
  Score: Raw -16981387.706659 + Penalty 5686.585448 = -16975701.121211
  nChanged 6
		SP:Iteration 93Q (61175.710000 sec): 3 clusters
  Score: Raw -16981388.958961 + Penalty 5686.585448 = -16975702.373513
  nChanged 1
		SP:Iteration 94Q (61176.610000 sec): 3 clusters
  Score: Raw -16981389.065917 + Penalty 5686.585448 = -16975702.480469
  nChanged 0
		SP:Iteration 95F (61177.660000 sec): 3 clusters
  Score: Raw -16981389.065917 + Penalty 5686.585448 = -16975702.480469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (20187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61177.900000 sec): 2 clusters
  Score: Raw -3474667.480911 + Penalty 2458.372940 = -3472209.107971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61178.280000 sec): 3 clusters
  Score: Raw -3462842.562762 + Penalty 4916.745879 = -3457925.816882
  nChanged 8940
		SP:Iteration 1F (61178.630000 sec): 3 clusters
  Score: Raw -3467851.039517 + Penalty 4916.745879 = -3462934.293637
  nChanged 1275
		SP:Iteration 2F (61178.980000 sec): 3 clusters
  Score: Raw -3468575.949311 + Penalty 4916.745879 = -3463659.203432
  nChanged 1285
		SP:Iteration 3F (61179.320000 sec): 3 clusters
  Score: Raw -3469495.990073 + Penalty 4916.745879 = -3464579.244193
  nChanged 1421
		SP:Iteration 4F (61179.670000 sec): 3 clusters
  Score: Raw -3470835.531263 + Penalty 4916.745879 = -3465918.785384
  nChanged 1647
		SP:Iteration 5F (61180.010000 sec): 3 clusters
  Score: Raw -3472605.424591 + Penalty 4916.745879 = -3467688.678712
  nChanged 1612
		SP:Iteration 6F (61180.360000 sec): 3 clusters
  Score: Raw -3474144.535980 + Penalty 4916.745879 = -3469227.790100
  nChanged 1286
		SP:Iteration 7F (61180.710000 sec): 3 clusters
  Score: Raw -3475055.408725 + Penalty 4916.745879 = -3470138.662846
  nChanged 874
		SP:Iteration 8Q (61181.060000 sec): 3 clusters
  Score: Raw -3475457.150205 + Penalty 4916.745879 = -3470540.404325
  nChanged 547
		SP:Iteration 9Q (61181.400000 sec): 3 clusters
  Score: Raw -3475641.522804 + Penalty 4916.745879 = -3470724.776924
  nChanged 393
		SP:Iteration 10Q (61181.710000 sec): 3 clusters
  Score: Raw -3475751.110508 + Penalty 4916.745879 = -3470834.364629
  nChanged 296
		SP:Iteration 11Q (61182.060000 sec): 3 clusters
  Score: Raw -3475836.572438 + Penalty 4916.745879 = -3470919.826558
  nChanged 277
		SP:Iteration 12Q (61182.400000 sec): 3 clusters
  Score: Raw -3475912.790580 + Penalty 4916.745879 = -3470996.044700
  nChanged 262
		SP:Iteration 13Q (61182.750000 sec): 3 clusters
  Score: Raw -3475973.814652 + Penalty 4916.745879 = -3471057.068772
  nChanged 213
		SP:Iteration 14Q (61183.100000 sec): 3 clusters
  Score: Raw -3476024.500569 + Penalty 4916.745879 = -3471107.754689
  nChanged 217
		SP:Iteration 15Q (61183.490000 sec): 3 clusters
  Score: Raw -3476074.549532 + Penalty 4916.745879 = -3471157.803652
  nChanged 221
		SP:Iteration 16Q (61183.790000 sec): 3 clusters
  Score: Raw -3476122.563152 + Penalty 4916.745879 = -3471205.817272
  nChanged 210
		SP:Iteration 17Q (61184.140000 sec): 3 clusters
  Score: Raw -3476166.966323 + Penalty 4916.745879 = -3471250.220443
  nChanged 198
		SP:Iteration 18Q (61184.480000 sec): 3 clusters
  Score: Raw -3476208.781975 + Penalty 4916.745879 = -3471292.036096
  nChanged 201
		SP:Iteration 19Q (61184.830000 sec): 3 clusters
  Score: Raw -3476252.756387 + Penalty 4916.745879 = -3471336.010507
  nChanged 195
		SP:Iteration 20F (61185.220000 sec): 3 clusters
  Score: Raw -3476293.610296 + Penalty 4916.745879 = -3471376.864417
  nChanged 170
		SP:Iteration 21Q (61185.560000 sec): 3 clusters
  Score: Raw -3476323.102567 + Penalty 4916.745879 = -3471406.356688
  nChanged 147
		SP:Iteration 22Q (61185.910000 sec): 3 clusters
  Score: Raw -3476346.028369 + Penalty 4916.745879 = -3471429.282490
  nChanged 124
		SP:Iteration 23Q (61186.250000 sec): 3 clusters
  Score: Raw -3476365.526081 + Penalty 4916.745879 = -3471448.780201
  nChanged 120
		SP:Iteration 24Q (61186.610000 sec): 3 clusters
  Score: Raw -3476384.913593 + Penalty 4916.745879 = -3471468.167713
  nChanged 106
		SP:Iteration 25Q (61186.960000 sec): 3 clusters
  Score: Raw -3476399.828804 + Penalty 4916.745879 = -3471483.082924
  nChanged 89
		SP:Iteration 26Q (61187.310000 sec): 3 clusters
  Score: Raw -3476412.332443 + Penalty 4916.745879 = -3471495.586564
  nChanged 84
		SP:Iteration 27Q (61187.650000 sec): 3 clusters
  Score: Raw -3476422.874304 + Penalty 4916.745879 = -3471506.128424
  nChanged 83
		SP:Iteration 28Q (61188.010000 sec): 3 clusters
  Score: Raw -3476432.106719 + Penalty 4916.745879 = -3471515.360839
  nChanged 60
		SP:Iteration 29Q (61188.350000 sec): 3 clusters
  Score: Raw -3476438.951369 + Penalty 4916.745879 = -3471522.205489
  nChanged 63
		SP:Iteration 30Q (61188.700000 sec): 3 clusters
  Score: Raw -3476446.206418 + Penalty 4916.745879 = -3471529.460539
  nChanged 70
		SP:Iteration 31Q (61189.050000 sec): 3 clusters
  Score: Raw -3476453.896537 + Penalty 4916.745879 = -3471537.150657
  nChanged 65
		SP:Iteration 32Q (61189.400000 sec): 3 clusters
  Score: Raw -3476461.521192 + Penalty 4916.745879 = -3471544.775313
  nChanged 60
		SP:Iteration 33Q (61189.750000 sec): 3 clusters
  Score: Raw -3476467.807885 + Penalty 4916.745879 = -3471551.062006
  nChanged 56
		SP:Iteration 34Q (61190.100000 sec): 3 clusters
  Score: Raw -3476474.854458 + Penalty 4916.745879 = -3471558.108579
  nChanged 56
		SP:Iteration 35Q (61190.450000 sec): 3 clusters
  Score: Raw -3476481.542324 + Penalty 4916.745879 = -3471564.796444
  nChanged 56
		SP:Iteration 36Q (61190.800000 sec): 3 clusters
  Score: Raw -3476488.509326 + Penalty 4916.745879 = -3471571.763447
  nChanged 43
		SP:Iteration 37Q (61191.140000 sec): 3 clusters
  Score: Raw -3476493.653367 + Penalty 4916.745879 = -3471576.907488
  nChanged 42
		SP:Iteration 38Q (61191.490000 sec): 3 clusters
  Score: Raw -3476498.792492 + Penalty 4916.745879 = -3471582.046613
  nChanged 42
		SP:Iteration 39Q (61191.850000 sec): 3 clusters
  Score: Raw -3476503.590479 + Penalty 4916.745879 = -3471586.844599
  nChanged 34
		SP:Iteration 40F (61192.240000 sec): 3 clusters
  Score: Raw -3476507.878936 + Penalty 4916.745879 = -3471591.133057
  nChanged 36
		SP:Iteration 41Q (61192.590000 sec): 3 clusters
  Score: Raw -3476512.629059 + Penalty 4916.745879 = -3471595.883180
  nChanged 41
		SP:Iteration 42Q (61192.940000 sec): 3 clusters
  Score: Raw -3476517.423354 + Penalty 4916.745879 = -3471600.677475
  nChanged 40
		SP:Iteration 43Q (61193.290000 sec): 3 clusters
  Score: Raw -3476522.080073 + Penalty 4916.745879 = -3471605.334193
  nChanged 36
		SP:Iteration 44Q (61193.640000 sec): 3 clusters
  Score: Raw -3476526.437046 + Penalty 4916.745879 = -3471609.691167
  nChanged 31
		SP:Iteration 45Q (61193.990000 sec): 3 clusters
  Score: Raw -3476530.211907 + Penalty 4916.745879 = -3471613.466027
  nChanged 20
		SP:Iteration 46Q (61194.330000 sec): 3 clusters
  Score: Raw -3476531.867726 + Penalty 4916.745879 = -3471615.121847
  nChanged 15
		SP:Iteration 47Q (61194.690000 sec): 3 clusters
  Score: Raw -3476533.166238 + Penalty 4916.745879 = -3471616.420358
  nChanged 11
		SP:Iteration 48Q (61195.030000 sec): 3 clusters
  Score: Raw -3476534.245428 + Penalty 4916.745879 = -3471617.499549
  nChanged 13
		SP:Iteration 49Q (61195.380000 sec): 3 clusters
  Score: Raw -3476535.911196 + Penalty 4916.745879 = -3471619.165317
  nChanged 17
		SP:Iteration 50Q (61195.730000 sec): 3 clusters
  Score: Raw -3476538.007222 + Penalty 4916.745879 = -3471621.261343
  nChanged 17
		SP:Iteration 51Q (61196.090000 sec): 3 clusters
  Score: Raw -3476539.677900 + Penalty 4916.745879 = -3471622.932021
  nChanged 14
		SP:Iteration 52Q (61196.430000 sec): 3 clusters
  Score: Raw -3476541.276766 + Penalty 4916.745879 = -3471624.530887
  nChanged 10
		SP:Iteration 53Q (61196.780000 sec): 3 clusters
  Score: Raw -3476542.144768 + Penalty 4916.745879 = -3471625.398889
  nChanged 9
		SP:Iteration 54Q (61197.130000 sec): 3 clusters
  Score: Raw -3476543.151520 + Penalty 4916.745879 = -3471626.405641
  nChanged 9
		SP:Iteration 55Q (61197.490000 sec): 3 clusters
  Score: Raw -3476543.985734 + Penalty 4916.745879 = -3471627.239854
  nChanged 9
		SP:Iteration 56Q (61197.830000 sec): 3 clusters
  Score: Raw -3476544.706842 + Penalty 4916.745879 = -3471627.960962
  nChanged 10
		SP:Iteration 57Q (61198.180000 sec): 3 clusters
  Score: Raw -3476545.536454 + Penalty 4916.745879 = -3471628.790574
  nChanged 8
		SP:Iteration 58Q (61198.530000 sec): 3 clusters
  Score: Raw -3476546.130379 + Penalty 4916.745879 = -3471629.384499
  nChanged 5
		SP:Iteration 59Q (61198.880000 sec): 3 clusters
  Score: Raw -3476546.635900 + Penalty 4916.745879 = -3471629.890020
  nChanged 5
		SP:Iteration 60F (61199.270000 sec): 3 clusters
  Score: Raw -3476547.183903 + Penalty 4916.745879 = -3471630.438024
  nChanged 5
		SP:Iteration 61Q (61199.630000 sec): 3 clusters
  Score: Raw -3476547.535140 + Penalty 4916.745879 = -3471630.789261
  nChanged 3
		SP:Iteration 62Q (61199.950000 sec): 3 clusters
  Score: Raw -3476547.764855 + Penalty 4916.745879 = -3471631.018976
  nChanged 3
		SP:Iteration 63Q (61200.290000 sec): 3 clusters
  Score: Raw -3476547.986486 + Penalty 4916.745879 = -3471631.240606
  nChanged 4
		SP:Iteration 64Q (61200.630000 sec): 3 clusters
  Score: Raw -3476548.516748 + Penalty 4916.745879 = -3471631.770868
  nChanged 3
		SP:Iteration 65Q (61200.980000 sec): 3 clusters
  Score: Raw -3476548.684374 + Penalty 4916.745879 = -3471631.938494
  nChanged 3
		SP:Iteration 66Q (61201.330000 sec): 3 clusters
  Score: Raw -3476548.920786 + Penalty 4916.745879 = -3471632.174907
  nChanged 3
		SP:Iteration 67Q (61201.670000 sec): 3 clusters
  Score: Raw -3476549.086960 + Penalty 4916.745879 = -3471632.341081
  nChanged 2
		SP:Iteration 68Q (61202.020000 sec): 3 clusters
  Score: Raw -3476549.320822 + Penalty 4916.745879 = -3471632.574942
  nChanged 3
		SP:Iteration 69Q (61202.370000 sec): 3 clusters
  Score: Raw -3476549.520510 + Penalty 4916.745879 = -3471632.774631
  nChanged 0
		SP:Iteration 70F (61202.740000 sec): 3 clusters
  Score: Raw -3476549.520510 + Penalty 4916.745879 = -3471632.774631
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 10 (463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61202.840000 sec): 2 clusters
  Score: Raw -68743.540757 + Penalty 1522.156309 = -67221.384448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61202.850000 sec): 3 clusters
  Score: Raw -68826.731493 + Penalty 3044.312619 = -65782.418874
  nChanged 82
		SP:Iteration 1F (61202.860000 sec): 3 clusters
  Score: Raw -69044.484321 + Penalty 3044.312619 = -66000.171702
  nChanged 34
		SP:Iteration 2F (61202.870000 sec): 3 clusters
  Score: Raw -69145.420658 + Penalty 3044.312619 = -66101.108039
  nChanged 9
		SP:Iteration 3Q (61202.890000 sec): 3 clusters
  Score: Raw -69181.186096 + Penalty 3044.312619 = -66136.873477
  nChanged 6
		SP:Iteration 4Q (61202.910000 sec): 3 clusters
  Score: Raw -69203.442623 + Penalty 3044.312619 = -66159.130004
  nChanged 4
		SP:Iteration 5Q (61202.930000 sec): 3 clusters
  Score: Raw -69218.914729 + Penalty 3044.312619 = -66174.602110
  nChanged 2
		SP:Iteration 6Q (61202.960000 sec): 3 clusters
  Score: Raw -69225.581893 + Penalty 3044.312619 = -66181.269274
  nChanged 1
		SP:Iteration 7Q (61202.980000 sec): 3 clusters
  Score: Raw -69227.369044 + Penalty 3044.312619 = -66183.056425
  nChanged 1
		SP:Iteration 8Q (61203.000000 sec): 3 clusters
  Score: Raw -69229.799100 + Penalty 3044.312619 = -66185.486481
  nChanged 0
		SP:Iteration 9F (61203.030000 sec): 3 clusters
  Score: Raw -69229.799100 + Penalty 3044.312619 = -66185.486481
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61203.050000 sec): 2 clusters
  Score: Raw -76738.142255 + Penalty 1533.668925 = -75204.473330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61203.080000 sec): 3 clusters
  Score: Raw -76880.761775 + Penalty 3067.337850 = -73813.423925
  nChanged 98
		SP:Iteration 1F (61203.100000 sec): 3 clusters
  Score: Raw -77086.753891 + Penalty 3067.337850 = -74019.416041
  nChanged 28
		SP:Iteration 2F (61203.130000 sec): 3 clusters
  Score: Raw -77161.852287 + Penalty 3067.337850 = -74094.514437
  nChanged 18
		SP:Iteration 3Q (61203.150000 sec): 3 clusters
  Score: Raw -77229.328501 + Penalty 3067.337850 = -74161.990651
  nChanged 10
		SP:Iteration 4Q (61203.170000 sec): 3 clusters
  Score: Raw -77259.403092 + Penalty 3067.337850 = -74192.065242
  nChanged 4
		SP:Iteration 5Q (61203.190000 sec): 3 clusters
  Score: Raw -77276.213297 + Penalty 3067.337850 = -74208.875447
  nChanged 4
		SP:Iteration 6Q (61203.200000 sec): 3 clusters
  Score: Raw -77287.851968 + Penalty 3067.337850 = -74220.514118
  nChanged 2
		SP:Iteration 7Q (61203.220000 sec): 3 clusters
  Score: Raw -77292.143604 + Penalty 3067.337850 = -74224.805754
  nChanged 1
		SP:Iteration 8Q (61203.230000 sec): 3 clusters
  Score: Raw -77294.477309 + Penalty 3067.337850 = -74227.139459
  nChanged 1
		SP:Iteration 9Q (61203.250000 sec): 3 clusters
  Score: Raw -77296.593656 + Penalty 3067.337850 = -74229.255806
  nChanged 1
		SP:Iteration 10Q (61203.270000 sec): 3 clusters
  Score: Raw -77301.091858 + Penalty 3067.337850 = -74233.754008
  nChanged 1
		SP:Iteration 11Q (61203.280000 sec): 3 clusters
  Score: Raw -77304.074849 + Penalty 3067.337850 = -74236.736999
  nChanged 3
		SP:Iteration 12Q (61203.290000 sec): 3 clusters
  Score: Raw -77315.742031 + Penalty 3067.337850 = -74248.404181
  nChanged 3
		SP:Iteration 13Q (61203.310000 sec): 3 clusters
  Score: Raw -77324.670411 + Penalty 3067.337850 = -74257.332561
  nChanged 2
		SP:Iteration 14Q (61203.330000 sec): 3 clusters
  Score: Raw -77329.809319 + Penalty 3067.337850 = -74262.471469
  nChanged 0
		SP:Iteration 15F (61203.350000 sec): 3 clusters
  Score: Raw -77329.809319 + Penalty 3067.337850 = -74262.471469
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 12 (939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61203.390000 sec): 2 clusters
  Score: Raw -158411.400017 + Penalty 1697.514239 = -156713.885778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61203.420000 sec): 3 clusters
  Score: Raw -158221.566257 + Penalty 3395.028478 = -154826.537779
  nChanged 213
		SP:Iteration 1F (61203.450000 sec): 3 clusters
  Score: Raw -158531.640222 + Penalty 3395.028478 = -155136.611744
  nChanged 65
		SP:Iteration 2F (61203.480000 sec): 3 clusters
  Score: Raw -158684.516396 + Penalty 3395.028478 = -155289.487919
  nChanged 57
		SP:Iteration 3F (61203.510000 sec): 3 clusters
  Score: Raw -158864.463076 + Penalty 3395.028478 = -155469.434598
  nChanged 60
		SP:Iteration 4F (61203.540000 sec): 3 clusters
  Score: Raw -159038.121129 + Penalty 3395.028478 = -155643.092652
  nChanged 62
		SP:Iteration 5F (61203.570000 sec): 3 clusters
  Score: Raw -159293.540046 + Penalty 3395.028478 = -155898.511569
  nChanged 73
		SP:Iteration 6F (61203.600000 sec): 3 clusters
  Score: Raw -159586.642874 + Penalty 3395.028478 = -156191.614396
  nChanged 38
		SP:Iteration 7Q (61203.630000 sec): 3 clusters
  Score: Raw -159707.852435 + Penalty 3395.028478 = -156312.823957
  nChanged 28
		SP:Iteration 8Q (61203.660000 sec): 3 clusters
  Score: Raw -159805.668267 + Penalty 3395.028478 = -156410.639790
  nChanged 16
		SP:Iteration 9Q (61203.690000 sec): 3 clusters
  Score: Raw -159846.657863 + Penalty 3395.028478 = -156451.629386
  nChanged 6
		SP:Iteration 10Q (61203.730000 sec): 3 clusters
  Score: Raw -159858.084299 + Penalty 3395.028478 = -156463.055821
  nChanged 2
		SP:Iteration 11Q (61203.750000 sec): 3 clusters
  Score: Raw -159860.925119 + Penalty 3395.028478 = -156465.896641
  nChanged 1
		SP:Iteration 12Q (61203.790000 sec): 3 clusters
  Score: Raw -159862.039849 + Penalty 3395.028478 = -156467.011371
  nChanged 1
		SP:Iteration 13Q (61203.820000 sec): 3 clusters
  Score: Raw -159864.274565 + Penalty 3395.028478 = -156469.246088
  nChanged 2
		SP:Iteration 14Q (61203.850000 sec): 3 clusters
  Score: Raw -159866.899881 + Penalty 3395.028478 = -156471.871404
  nChanged 1
		SP:Iteration 15Q (61203.880000 sec): 3 clusters
  Score: Raw -159877.870323 + Penalty 3395.028478 = -156482.841845
  nChanged 3
		SP:Iteration 16Q (61203.910000 sec): 3 clusters
  Score: Raw -159886.787220 + Penalty 3395.028478 = -156491.758742
  nChanged 3
		SP:Iteration 17Q (61203.940000 sec): 3 clusters
  Score: Raw -159891.638731 + Penalty 3395.028478 = -156496.610253
  nChanged 1
		SP:Iteration 18Q (61203.970000 sec): 3 clusters
  Score: Raw -159892.542179 + Penalty 3395.028478 = -156497.513701
  nChanged 0
		SP:Iteration 19F (61204.000000 sec): 3 clusters
  Score: Raw -159892.542179 + Penalty 3395.028478 = -156497.513701
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 13 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61204.030000 sec): 2 clusters
  Score: Raw -90803.672999 + Penalty 1570.653348 = -89233.019652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61204.050000 sec): 3 clusters
  Score: Raw -90781.500247 + Penalty 3141.306696 = -87640.193551
  nChanged 102
		SP:Iteration 1F (61204.080000 sec): 3 clusters
  Score: Raw -90965.879193 + Penalty 3141.306696 = -87824.572497
  nChanged 25
		SP:Iteration 2Q (61204.100000 sec): 3 clusters
  Score: Raw -91047.514521 + Penalty 3141.306696 = -87906.207826
  nChanged 28
		SP:Iteration 3Q (61204.120000 sec): 3 clusters
  Score: Raw -91155.277359 + Penalty 3141.306696 = -88013.970663
  nChanged 16
		SP:Iteration 4Q (61204.150000 sec): 3 clusters
  Score: Raw -91234.612242 + Penalty 3141.306696 = -88093.305547
  nChanged 15
		SP:Iteration 5Q (61204.170000 sec): 3 clusters
  Score: Raw -91280.932704 + Penalty 3141.306696 = -88139.626008
  nChanged 11
		SP:Iteration 6Q (61204.190000 sec): 3 clusters
  Score: Raw -91306.862474 + Penalty 3141.306696 = -88165.555778
  nChanged 8
		SP:Iteration 7Q (61204.220000 sec): 3 clusters
  Score: Raw -91322.231348 + Penalty 3141.306696 = -88180.924652
  nChanged 4
		SP:Iteration 8Q (61204.240000 sec): 3 clusters
  Score: Raw -91331.067294 + Penalty 3141.306696 = -88189.760599
  nChanged 2
		SP:Iteration 9Q (61204.260000 sec): 3 clusters
  Score: Raw -91335.813523 + Penalty 3141.306696 = -88194.506827
  nChanged 3
		SP:Iteration 10Q (61204.290000 sec): 3 clusters
  Score: Raw -91342.924061 + Penalty 3141.306696 = -88201.617365
  nChanged 2
		SP:Iteration 11Q (61204.310000 sec): 3 clusters
  Score: Raw -91347.288623 + Penalty 3141.306696 = -88205.981927
  nChanged 2
		SP:Iteration 12Q (61204.330000 sec): 3 clusters
  Score: Raw -91351.399668 + Penalty 3141.306696 = -88210.092972
  nChanged 1
		SP:Iteration 13Q (61204.350000 sec): 3 clusters
  Score: Raw -91353.031178 + Penalty 3141.306696 = -88211.724483
  nChanged 1
		SP:Iteration 14Q (61204.380000 sec): 3 clusters
  Score: Raw -91354.135212 + Penalty 3141.306696 = -88212.828517
  nChanged 2
		SP:Iteration 15Q (61204.400000 sec): 3 clusters
  Score: Raw -91356.651499 + Penalty 3141.306696 = -88215.344803
  nChanged 1
		SP:Iteration 16Q (61204.430000 sec): 3 clusters
  Score: Raw -91359.622494 + Penalty 3141.306696 = -88218.315798
  nChanged 0
		SP:Iteration 17F (61204.450000 sec): 3 clusters
  Score: Raw -91359.622494 + Penalty 3141.306696 = -88218.315798
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61204.470000 sec): 2 clusters
  Score: Raw -15906.793680 + Penalty 1174.577215 = -14732.216465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61204.480000 sec): 3 clusters
  Score: Raw -16260.568467 + Penalty 2349.154430 = -13911.414036
  nChanged 4
		SP:Iteration 1Q (61204.490000 sec): 3 clusters
  Score: Raw -16296.659835 + Penalty 2349.154430 = -13947.505404
  nChanged 0
		SP:Iteration 2F (61204.490000 sec): 3 clusters
  Score: Raw -16296.659835 + Penalty 2349.154430 = -13947.505404
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61204.520000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61204.550000 sec): 3 clusters
  Score: Raw -88289.818418 + Penalty 3127.006606 = -85162.811812
  nChanged 106
		SP:Iteration 1F (61204.570000 sec): 3 clusters
  Score: Raw -88502.210709 + Penalty 3127.006606 = -85375.204103
  nChanged 32
		SP:Iteration 2F (61204.590000 sec): 3 clusters
  Score: Raw -88589.668323 + Penalty 3127.006606 = -85462.661717
  nChanged 16
		SP:Iteration 3Q (61204.610000 sec): 3 clusters
  Score: Raw -88653.331821 + Penalty 3127.006606 = -85526.325215
  nChanged 14
		SP:Iteration 4Q (61204.640000 sec): 3 clusters
  Score: Raw -88826.790770 + Penalty 3127.006606 = -85699.784164
  nChanged 25
		SP:Iteration 5Q (61204.660000 sec): 3 clusters
  Score: Raw -89303.831855 + Penalty 3127.006606 = -86176.825249
  nChanged 51
		SP:Iteration 6F (61204.690000 sec): 3 clusters
  Score: Raw -89445.477872 + Penalty 3127.006606 = -86318.471266
  nChanged 33
		SP:Iteration 7F (61204.710000 sec): 3 clusters
  Score: Raw -89553.387141 + Penalty 3127.006606 = -86426.380535
  nChanged 15
		SP:Iteration 8Q (61204.730000 sec): 3 clusters
  Score: Raw -89611.235961 + Penalty 3127.006606 = -86484.229355
  nChanged 14
		SP:Iteration 9Q (61204.750000 sec): 3 clusters
  Score: Raw -89659.640162 + Penalty 3127.006606 = -86532.633556
  nChanged 7
		SP:Iteration 10Q (61204.780000 sec): 3 clusters
  Score: Raw -89689.271880 + Penalty 3127.006606 = -86562.265274
  nChanged 6
		SP:Iteration 11Q (61204.800000 sec): 3 clusters
  Score: Raw -89710.709560 + Penalty 3127.006606 = -86583.702954
  nChanged 1
		SP:Iteration 12Q (61204.830000 sec): 3 clusters
  Score: Raw -89713.301969 + Penalty 3127.006606 = -86586.295363
  nChanged 0
		SP:Iteration 13F (61204.850000 sec): 3 clusters
  Score: Raw -89713.301969 + Penalty 3127.006606 = -86586.295363
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61204.870000 sec): 2 clusters
  Score: Raw -52299.371293 + Penalty 1431.317399 = -50868.053894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61204.890000 sec): 3 clusters
  Score: Raw -52419.873080 + Penalty 2862.634797 = -49557.238283
  nChanged 37
		SP:Iteration 1F (61204.890000 sec): 3 clusters
  Score: Raw -52534.276108 + Penalty 2862.634797 = -49671.641311
  nChanged 9
		SP:Iteration 2Q (61204.910000 sec): 3 clusters
  Score: Raw -52581.535522 + Penalty 2862.634797 = -49718.900725
  nChanged 1
		SP:Iteration 3Q (61204.920000 sec): 3 clusters
  Score: Raw -52584.826670 + Penalty 2862.634797 = -49722.191873
  nChanged 1
		SP:Iteration 4Q (61204.930000 sec): 3 clusters
  Score: Raw -52588.501111 + Penalty 2862.634797 = -49725.866314
  nChanged 0
		SP:Iteration 5F (61204.940000 sec): 3 clusters
  Score: Raw -52588.501111 + Penalty 2862.634797 = -49725.866314
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 17 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61204.960000 sec): 2 clusters
  Score: Raw -30426.703430 + Penalty 1351.857536 = -29074.845894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61204.970000 sec): 3 clusters
  Score: Raw -30613.123572 + Penalty 2703.715073 = -27909.408499
  nChanged 37
		SP:Iteration 1F (61204.980000 sec): 3 clusters
  Score: Raw -30740.039006 + Penalty 2703.715073 = -28036.323933
  nChanged 9
		SP:Iteration 2Q (61204.990000 sec): 3 clusters
  Score: Raw -30770.110548 + Penalty 2703.715073 = -28066.395475
  nChanged 3
		SP:Iteration 3Q (61204.990000 sec): 3 clusters
  Score: Raw -30776.020247 + Penalty 2703.715073 = -28072.305174
  nChanged 2
		SP:Iteration 4Q (61205.000000 sec): 3 clusters
  Score: Raw -30780.028306 + Penalty 2703.715073 = -28076.313233
  nChanged 0
		SP:Iteration 5F (61205.010000 sec): 3 clusters
  Score: Raw -30780.028306 + Penalty 2703.715073 = -28076.313233
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 18 (1570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61205.060000 sec): 2 clusters
  Score: Raw -289004.812763 + Penalty 1824.990063 = -287179.822700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61205.100000 sec): 3 clusters
  Score: Raw -288477.932766 + Penalty 3649.980126 = -284827.952640
  nChanged 460
		SP:Iteration 1F (61205.140000 sec): 3 clusters
  Score: Raw -288890.597207 + Penalty 3649.980126 = -285240.617082
  nChanged 127
		SP:Iteration 2F (61205.180000 sec): 3 clusters
  Score: Raw -288993.010711 + Penalty 3649.980126 = -285343.030585
  nChanged 56
		SP:Iteration 3Q (61205.230000 sec): 3 clusters
  Score: Raw -289045.240365 + Penalty 3649.980126 = -285395.260239
  nChanged 43
		SP:Iteration 4Q (61205.270000 sec): 3 clusters
  Score: Raw -289083.685924 + Penalty 3649.980126 = -285433.705798
  nChanged 28
		SP:Iteration 5Q (61205.310000 sec): 3 clusters
  Score: Raw -289111.125013 + Penalty 3649.980126 = -285461.144888
  nChanged 21
		SP:Iteration 6Q (61205.350000 sec): 3 clusters
  Score: Raw -289127.333528 + Penalty 3649.980126 = -285477.353402
  nChanged 14
		SP:Iteration 7Q (61205.390000 sec): 3 clusters
  Score: Raw -289135.936352 + Penalty 3649.980126 = -285485.956227
  nChanged 14
		SP:Iteration 8Q (61205.430000 sec): 3 clusters
  Score: Raw -289143.820446 + Penalty 3649.980126 = -285493.840320
  nChanged 12
		SP:Iteration 9Q (61205.470000 sec): 3 clusters
  Score: Raw -289152.749776 + Penalty 3649.980126 = -285502.769650
  nChanged 11
		SP:Iteration 10Q (61205.510000 sec): 3 clusters
  Score: Raw -289165.605821 + Penalty 3649.980126 = -285515.625695
  nChanged 8
		SP:Iteration 11Q (61205.550000 sec): 3 clusters
  Score: Raw -289170.236112 + Penalty 3649.980126 = -285520.255986
  nChanged 4
		SP:Iteration 12Q (61205.590000 sec): 3 clusters
  Score: Raw -289172.069068 + Penalty 3649.980126 = -285522.088942
  nChanged 2
		SP:Iteration 13Q (61205.630000 sec): 3 clusters
  Score: Raw -289173.217475 + Penalty 3649.980126 = -285523.237349
  nChanged 1
		SP:Iteration 14Q (61205.670000 sec): 3 clusters
  Score: Raw -289173.933849 + Penalty 3649.980126 = -285523.953723
  nChanged 1
		SP:Iteration 15Q (61205.710000 sec): 3 clusters
  Score: Raw -289174.416332 + Penalty 3649.980126 = -285524.436207
  nChanged 0
		SP:Iteration 16F (61205.750000 sec): 3 clusters
  Score: Raw -289174.416332 + Penalty 3649.980126 = -285524.436207
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (14723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61205.930000 sec): 2 clusters
  Score: Raw -2725589.678835 + Penalty 2380.097212 = -2723209.581624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61206.230000 sec): 3 clusters
  Score: Raw -2717307.504688 + Penalty 4760.194423 = -2712547.310265
  nChanged 6302
		SP:Iteration 1F (61206.500000 sec): 3 clusters
  Score: Raw -2720670.516515 + Penalty 4760.194423 = -2715910.322092
  nChanged 853
		SP:Iteration 2F (61206.770000 sec): 3 clusters
  Score: Raw -2721046.200059 + Penalty 4760.194423 = -2716286.005635
  nChanged 750
		SP:Iteration 3F (61207.050000 sec): 3 clusters
  Score: Raw -2721420.541749 + Penalty 4760.194423 = -2716660.347326
  nChanged 750
		SP:Iteration 4F (61207.330000 sec): 3 clusters
  Score: Raw -2721851.300381 + Penalty 4760.194423 = -2717091.105957
  nChanged 728
		SP:Iteration 5Q (61207.600000 sec): 3 clusters
  Score: Raw -2722314.269319 + Penalty 4760.194423 = -2717554.074896
  nChanged 747
		SP:Iteration 6F (61207.870000 sec): 3 clusters
  Score: Raw -2722785.947611 + Penalty 4760.194423 = -2718025.753188
  nChanged 699
		SP:Iteration 7Q (61208.090000 sec): 3 clusters
  Score: Raw -2723263.203995 + Penalty 4760.194423 = -2718503.009571
  nChanged 652
		SP:Iteration 8Q (61208.400000 sec): 3 clusters
  Score: Raw -2723672.099386 + Penalty 4760.194423 = -2718911.904963
  nChanged 563
		SP:Iteration 9Q (61208.680000 sec): 3 clusters
  Score: Raw -2724015.702886 + Penalty 4760.194423 = -2719255.508463
  nChanged 510
		SP:Iteration 10Q (61208.960000 sec): 3 clusters
  Score: Raw -2724288.362013 + Penalty 4760.194423 = -2719528.167590
  nChanged 399
		SP:Iteration 11Q (61209.230000 sec): 3 clusters
  Score: Raw -2724502.203580 + Penalty 4760.194423 = -2719742.009157
  nChanged 351
		SP:Iteration 12Q (61209.510000 sec): 3 clusters
  Score: Raw -2724676.800995 + Penalty 4760.194423 = -2719916.606572
  nChanged 275
		SP:Iteration 13Q (61209.790000 sec): 3 clusters
  Score: Raw -2724816.196273 + Penalty 4760.194423 = -2720056.001850
  nChanged 244
		SP:Iteration 14Q (61210.060000 sec): 3 clusters
  Score: Raw -2724934.129508 + Penalty 4760.194423 = -2720173.935085
  nChanged 222
		SP:Iteration 15Q (61210.340000 sec): 3 clusters
  Score: Raw -2725045.643058 + Penalty 4760.194423 = -2720285.448635
  nChanged 202
		SP:Iteration 16Q (61210.540000 sec): 3 clusters
  Score: Raw -2725144.409432 + Penalty 4760.194423 = -2720384.215008
  nChanged 162
		SP:Iteration 17Q (61210.820000 sec): 3 clusters
  Score: Raw -2725217.593622 + Penalty 4760.194423 = -2720457.399199
  nChanged 134
		SP:Iteration 18Q (61211.100000 sec): 3 clusters
  Score: Raw -2725278.533689 + Penalty 4760.194423 = -2720518.339266
  nChanged 141
		SP:Iteration 19Q (61211.370000 sec): 3 clusters
  Score: Raw -2725348.639791 + Penalty 4760.194423 = -2720588.445368
  nChanged 146
		SP:Iteration 20F (61211.640000 sec): 3 clusters
  Score: Raw -2725422.786425 + Penalty 4760.194423 = -2720662.592002
  nChanged 142
		SP:Iteration 21Q (61211.920000 sec): 3 clusters
  Score: Raw -2725491.704028 + Penalty 4760.194423 = -2720731.509605
  nChanged 114
		SP:Iteration 22Q (61212.200000 sec): 3 clusters
  Score: Raw -2725545.428152 + Penalty 4760.194423 = -2720785.233729
  nChanged 97
		SP:Iteration 23Q (61212.500000 sec): 3 clusters
  Score: Raw -2725592.919371 + Penalty 4760.194423 = -2720832.724948
  nChanged 89
		SP:Iteration 24Q (61212.790000 sec): 3 clusters
  Score: Raw -2725637.915084 + Penalty 4760.194423 = -2720877.720661
  nChanged 89
		SP:Iteration 25Q (61213.070000 sec): 3 clusters
  Score: Raw -2725685.426731 + Penalty 4760.194423 = -2720925.232307
  nChanged 80
		SP:Iteration 26Q (61213.340000 sec): 3 clusters
  Score: Raw -2725719.426323 + Penalty 4760.194423 = -2720959.231900
  nChanged 44
		SP:Iteration 27Q (61213.620000 sec): 3 clusters
  Score: Raw -2725735.412928 + Penalty 4760.194423 = -2720975.218505
  nChanged 33
		SP:Iteration 28Q (61213.900000 sec): 3 clusters
  Score: Raw -2725748.055541 + Penalty 4760.194423 = -2720987.861118
  nChanged 22
		SP:Iteration 29Q (61214.170000 sec): 3 clusters
  Score: Raw -2725757.895804 + Penalty 4760.194423 = -2720997.701381
  nChanged 25
		SP:Iteration 30Q (61214.450000 sec): 3 clusters
  Score: Raw -2725768.872014 + Penalty 4760.194423 = -2721008.677591
  nChanged 21
		SP:Iteration 31Q (61214.720000 sec): 3 clusters
  Score: Raw -2725777.550253 + Penalty 4760.194423 = -2721017.355830
  nChanged 15
		SP:Iteration 32Q (61215.000000 sec): 3 clusters
  Score: Raw -2725785.809922 + Penalty 4760.194423 = -2721025.615498
  nChanged 15
		SP:Iteration 33Q (61215.270000 sec): 3 clusters
  Score: Raw -2725792.769161 + Penalty 4760.194423 = -2721032.574738
  nChanged 14
		SP:Iteration 34Q (61215.550000 sec): 3 clusters
  Score: Raw -2725800.453933 + Penalty 4760.194423 = -2721040.259509
  nChanged 17
		SP:Iteration 35Q (61215.820000 sec): 3 clusters
  Score: Raw -2725808.517169 + Penalty 4760.194423 = -2721048.322745
  nChanged 19
		SP:Iteration 36Q (61216.100000 sec): 3 clusters
  Score: Raw -2725817.841736 + Penalty 4760.194423 = -2721057.647312
  nChanged 17
		SP:Iteration 37Q (61216.380000 sec): 3 clusters
  Score: Raw -2725824.303530 + Penalty 4760.194423 = -2721064.109106
  nChanged 14
		SP:Iteration 38Q (61216.650000 sec): 3 clusters
  Score: Raw -2725830.342837 + Penalty 4760.194423 = -2721070.148414
  nChanged 8
		SP:Iteration 39Q (61216.930000 sec): 3 clusters
  Score: Raw -2725833.299123 + Penalty 4760.194423 = -2721073.104700
  nChanged 5
		SP:Iteration 40F (61217.200000 sec): 3 clusters
  Score: Raw -2725835.312868 + Penalty 4760.194423 = -2721075.118445
  nChanged 5
		SP:Iteration 41Q (61217.480000 sec): 3 clusters
  Score: Raw -2725837.102208 + Penalty 4760.194423 = -2721076.907785
  nChanged 2
		SP:Iteration 42Q (61217.800000 sec): 3 clusters
  Score: Raw -2725838.122186 + Penalty 4760.194423 = -2721077.927763
  nChanged 4
		SP:Iteration 43Q (61218.040000 sec): 3 clusters
  Score: Raw -2725839.775477 + Penalty 4760.194423 = -2721079.581053
  nChanged 5
		SP:Iteration 44Q (61218.280000 sec): 3 clusters
  Score: Raw -2725841.803815 + Penalty 4760.194423 = -2721081.609392
  nChanged 2
		SP:Iteration 45Q (61218.560000 sec): 3 clusters
  Score: Raw -2725842.466416 + Penalty 4760.194423 = -2721082.271993
  nChanged 1
		SP:Iteration 46Q (61218.790000 sec): 3 clusters
  Score: Raw -2725842.654239 + Penalty 4760.194423 = -2721082.459816
  nChanged 0
		SP:Iteration 47F (61219.070000 sec): 3 clusters
  Score: Raw -2725842.654239 + Penalty 4760.194423 = -2721082.459816
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (96 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61219.120000 sec): 2 clusters
  Score: Raw -15764.480293 + Penalty 1131.958351 = -14632.521941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61219.300000 sec): 3 clusters
  Score: Raw -16191.452054 + Penalty 2263.916703 = -13927.535351
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61219.390000 sec): 2 clusters
  Score: Raw -42498.585113 + Penalty 1401.817317 = -41096.767797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61219.560000 sec): 3 clusters
  Score: Raw -42752.886970 + Penalty 2803.634633 = -39949.252337
  nChanged 40
		SP:Iteration 1F (61219.740000 sec): 3 clusters
  Score: Raw -42935.359141 + Penalty 2803.634633 = -40131.724508
  nChanged 8
		SP:Iteration 2Q (61219.920000 sec): 3 clusters
  Score: Raw -42958.994550 + Penalty 2803.634633 = -40155.359916
  nChanged 3
		SP:Iteration 3Q (61220.090000 sec): 3 clusters
  Score: Raw -42968.643750 + Penalty 2803.634633 = -40165.009116
  nChanged 5
		SP:Iteration 4Q (61220.270000 sec): 3 clusters
  Score: Raw -42979.524210 + Penalty 2803.634633 = -40175.889577
  nChanged 1
		SP:Iteration 5Q (61220.440000 sec): 3 clusters
  Score: Raw -42982.715105 + Penalty 2803.634633 = -40179.080472
  nChanged 1
		SP:Iteration 6Q (61220.620000 sec): 3 clusters
  Score: Raw -42984.589366 + Penalty 2803.634633 = -40180.954733
  nChanged 1
		SP:Iteration 7Q (61220.790000 sec): 3 clusters
  Score: Raw -42988.410794 + Penalty 2803.634633 = -40184.776160
  nChanged 0
		SP:Iteration 8F (61220.960000 sec): 3 clusters
  Score: Raw -42988.410794 + Penalty 2803.634633 = -40184.776160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 22 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61221.050000 sec): 2 clusters
  Score: Raw -31274.552807 + Penalty 1357.123127 = -29917.429679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61221.230000 sec): 3 clusters
  Score: Raw -31644.591178 + Penalty 2714.246254 = -28930.344924
  nChanged 39
		SP:Iteration 1F (61221.400000 sec): 3 clusters
  Score: Raw -31774.681925 + Penalty 2714.246254 = -29060.435671
  nChanged 10
		SP:Iteration 2Q (61221.580000 sec): 3 clusters
  Score: Raw -31822.276342 + Penalty 2714.246254 = -29108.030088
  nChanged 4
		SP:Iteration 3Q (61221.760000 sec): 3 clusters
  Score: Raw -31838.039483 + Penalty 2714.246254 = -29123.793228
  nChanged 1
		SP:Iteration 4Q (61221.930000 sec): 3 clusters
  Score: Raw -31841.511892 + Penalty 2714.246254 = -29127.265638
  nChanged 0
		SP:Iteration 5F (61222.110000 sec): 3 clusters
  Score: Raw -31841.511892 + Penalty 2714.246254 = -29127.265638
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 23 (401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61222.200000 sec): 2 clusters
  Score: Raw -59722.561158 + Penalty 1486.502434 = -58236.058724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61222.370000 sec): 3 clusters
  Score: Raw -59842.064357 + Penalty 2973.004868 = -56869.059489
  nChanged 71
		SP:Iteration 1F (61222.550000 sec): 3 clusters
  Score: Raw -60024.896890 + Penalty 2973.004868 = -57051.892022
  nChanged 26
		SP:Iteration 2F (61222.720000 sec): 3 clusters
  Score: Raw -60108.002157 + Penalty 2973.004868 = -57134.997289
  nChanged 12
		SP:Iteration 3Q (61222.900000 sec): 3 clusters
  Score: Raw -60160.178170 + Penalty 2973.004868 = -57187.173303
  nChanged 6
		SP:Iteration 4Q (61223.080000 sec): 3 clusters
  Score: Raw -60176.853106 + Penalty 2973.004868 = -57203.848238
  nChanged 3
		SP:Iteration 5Q (61223.250000 sec): 3 clusters
  Score: Raw -60186.456445 + Penalty 2973.004868 = -57213.451577
  nChanged 0
		SP:Iteration 6F (61223.430000 sec): 3 clusters
  Score: Raw -60186.456445 + Penalty 2973.004868 = -57213.451577
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 24 (2083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61223.510000 sec): 2 clusters
  Score: Raw -383065.212959 + Penalty 1895.107981 = -381170.104978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61223.690000 sec): 3 clusters
  Score: Raw -382313.045050 + Penalty 3790.215963 = -378522.829087
  nChanged 664
		SP:Iteration 1F (61223.860000 sec): 3 clusters
  Score: Raw -382846.710621 + Penalty 3790.215963 = -379056.494658
  nChanged 172
		SP:Iteration 2F (61224.040000 sec): 3 clusters
  Score: Raw -383037.648773 + Penalty 3790.215963 = -379247.432810
  nChanged 106
		SP:Iteration 3F (61224.210000 sec): 3 clusters
  Score: Raw -383179.690457 + Penalty 3790.215963 = -379389.474495
  nChanged 111
		SP:Iteration 4F (61224.390000 sec): 3 clusters
  Score: Raw -383340.980006 + Penalty 3790.215963 = -379550.764043
  nChanged 128
		SP:Iteration 5F (61224.560000 sec): 3 clusters
  Score: Raw -383562.590522 + Penalty 3790.215963 = -379772.374559
  nChanged 147
		SP:Iteration 6F (61224.740000 sec): 3 clusters
  Score: Raw -383844.407710 + Penalty 3790.215963 = -380054.191747
  nChanged 176
		SP:Iteration 7F (61224.920000 sec): 3 clusters
  Score: Raw -384205.824235 + Penalty 3790.215963 = -380415.608272
  nChanged 157
		SP:Iteration 8F (61225.090000 sec): 3 clusters
  Score: Raw -384494.768345 + Penalty 3790.215963 = -380704.552382
  nChanged 103
		SP:Iteration 9Q (61225.270000 sec): 3 clusters
  Score: Raw -384664.125102 + Penalty 3790.215963 = -380873.909139
  nChanged 49
		SP:Iteration 10Q (61225.440000 sec): 3 clusters
  Score: Raw -384725.147278 + Penalty 3790.215963 = -380934.931315
  nChanged 15
		SP:Iteration 11Q (61225.620000 sec): 3 clusters
  Score: Raw -384744.423505 + Penalty 3790.215963 = -380954.207542
  nChanged 7
		SP:Iteration 12Q (61225.800000 sec): 3 clusters
  Score: Raw -384750.962442 + Penalty 3790.215963 = -380960.746479
  nChanged 4
		SP:Iteration 13Q (61225.970000 sec): 3 clusters
  Score: Raw -384753.861261 + Penalty 3790.215963 = -380963.645299
  nChanged 1
		SP:Iteration 14Q (61226.150000 sec): 3 clusters
  Score: Raw -384755.000971 + Penalty 3790.215963 = -380964.785008
  nChanged 0
		SP:Iteration 15F (61226.320000 sec): 3 clusters
  Score: Raw -384755.000971 + Penalty 3790.215963 = -380964.785008
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 25 (209036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61227.580000 sec): 2 clusters
  Score: Raw -37406541.509199 + Penalty 3038.064918 = -37403503.444281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61229.700000 sec): 3 clusters
  Score: Raw -37269253.895691 + Penalty 6076.129835 = -37263177.765855
  nChanged 100903
		SP:Iteration 1F (61231.820000 sec): 3 clusters
  Score: Raw -37329026.230626 + Penalty 6076.129835 = -37322950.100791
  nChanged 7753
		SP:Iteration 2Q (61233.950000 sec): 3 clusters
  Score: Raw -37331425.899799 + Penalty 6076.129835 = -37325349.769963
  nChanged 9297
		SP:Iteration 3Q (61236.120000 sec): 3 clusters
  Score: Raw -37334927.287030 + Penalty 6076.129835 = -37328851.157195
  nChanged 10980
		SP:Iteration 4F (61238.150000 sec): 3 clusters
  Score: Raw -37339550.902674 + Penalty 6076.129835 = -37333474.772839
  nChanged 12046
		SP:Iteration 5F (61240.320000 sec): 3 clusters
  Score: Raw -37345017.610992 + Penalty 6076.129835 = -37338941.481157
  nChanged 12260
		SP:Iteration 6F (61242.450000 sec): 3 clusters
  Score: Raw -37350908.281769 + Penalty 6076.129835 = -37344832.151933
  nChanged 12091
		SP:Iteration 7F (61244.490000 sec): 3 clusters
  Score: Raw -37357161.686218 + Penalty 6076.129835 = -37351085.556382
  nChanged 11273
		SP:Iteration 8F (61246.630000 sec): 3 clusters
  Score: Raw -37363840.161068 + Penalty 6076.129835 = -37357764.031233
  nChanged 10444
		SP:Iteration 9Q (61248.860000 sec): 3 clusters
  Score: Raw -37371166.405259 + Penalty 6076.129835 = -37365090.275423
  nChanged 9396
		SP:Iteration 10Q (61251.020000 sec): 3 clusters
  Score: Raw -37378648.522944 + Penalty 6076.129835 = -37372572.393109
  nChanged 7962
		SP:Iteration 11Q (61253.120000 sec): 3 clusters
  Score: Raw -37385321.979374 + Penalty 6076.129835 = -37379245.849539
  nChanged 6273
		SP:Iteration 12Q (61255.170000 sec): 3 clusters
  Score: Raw -37390253.162074 + Penalty 6076.129835 = -37384177.032239
  nChanged 4848
		SP:Iteration 13Q (61257.180000 sec): 3 clusters
  Score: Raw -37393637.944306 + Penalty 6076.129835 = -37387561.814470
  nChanged 3574
		SP:Iteration 14Q (61259.100000 sec): 3 clusters
  Score: Raw -37395830.428184 + Penalty 6076.129835 = -37389754.298348
  nChanged 3028
		SP:Iteration 15Q (61261.020000 sec): 3 clusters
  Score: Raw -37397558.787371 + Penalty 6076.129835 = -37391482.657536
  nChanged 2681
		SP:Iteration 16Q (61262.930000 sec): 3 clusters
  Score: Raw -37399014.957762 + Penalty 6076.129835 = -37392938.827926
  nChanged 2442
		SP:Iteration 17Q (61264.800000 sec): 3 clusters
  Score: Raw -37400355.724849 + Penalty 6076.129835 = -37394279.595014
  nChanged 2159
		SP:Iteration 18Q (61266.640000 sec): 3 clusters
  Score: Raw -37401553.951669 + Penalty 6076.129835 = -37395477.821833
  nChanged 1814
		SP:Iteration 19Q (61268.420000 sec): 3 clusters
  Score: Raw -37402564.865081 + Penalty 6076.129835 = -37396488.735246
  nChanged 1523
		SP:Iteration 20F (61270.530000 sec): 3 clusters
  Score: Raw -37403417.575288 + Penalty 6076.129835 = -37397341.445453
  nChanged 1302
		SP:Iteration 21Q (61272.360000 sec): 3 clusters
  Score: Raw -37404185.294452 + Penalty 6076.129835 = -37398109.164616
  nChanged 1135
		SP:Iteration 22Q (61274.160000 sec): 3 clusters
  Score: Raw -37404864.168160 + Penalty 6076.129835 = -37398788.038324
  nChanged 862
		SP:Iteration 23Q (61275.940000 sec): 3 clusters
  Score: Raw -37405357.234522 + Penalty 6076.129835 = -37399281.104687
  nChanged 629
		SP:Iteration 24Q (61277.740000 sec): 3 clusters
  Score: Raw -37405714.424775 + Penalty 6076.129835 = -37399638.294939
  nChanged 477
		SP:Iteration 25Q (61279.580000 sec): 3 clusters
  Score: Raw -37405992.167820 + Penalty 6076.129835 = -37399916.037985
  nChanged 389
		SP:Iteration 26Q (61281.300000 sec): 3 clusters
  Score: Raw -37406223.585805 + Penalty 6076.129835 = -37400147.455970
  nChanged 302
		SP:Iteration 27Q (61283.080000 sec): 3 clusters
  Score: Raw -37406420.987191 + Penalty 6076.129835 = -37400344.857356
  nChanged 217
		SP:Iteration 28Q (61284.900000 sec): 3 clusters
  Score: Raw -37406553.362336 + Penalty 6076.129835 = -37400477.232501
  nChanged 156
		SP:Iteration 29Q (61286.720000 sec): 3 clusters
  Score: Raw -37406648.577072 + Penalty 6076.129835 = -37400572.447237
  nChanged 110
		SP:Iteration 30Q (61288.530000 sec): 3 clusters
  Score: Raw -37406719.061160 + Penalty 6076.129835 = -37400642.931325
  nChanged 80
		SP:Iteration 31Q (61290.280000 sec): 3 clusters
  Score: Raw -37406772.049062 + Penalty 6076.129835 = -37400695.919226
  nChanged 63
		SP:Iteration 32Q (61292.120000 sec): 3 clusters
  Score: Raw -37406813.765650 + Penalty 6076.129835 = -37400737.635815
  nChanged 43
		SP:Iteration 33Q (61293.920000 sec): 3 clusters
  Score: Raw -37406845.385406 + Penalty 6076.129835 = -37400769.255570
  nChanged 46
		SP:Iteration 34Q (61295.690000 sec): 3 clusters
  Score: Raw -37406880.529415 + Penalty 6076.129835 = -37400804.399580
  nChanged 32
		SP:Iteration 35Q (61297.480000 sec): 3 clusters
  Score: Raw -37406902.513608 + Penalty 6076.129835 = -37400826.383773
  nChanged 22
		SP:Iteration 36Q (61299.320000 sec): 3 clusters
  Score: Raw -37406918.978210 + Penalty 6076.129835 = -37400842.848375
  nChanged 21
		SP:Iteration 37Q (61301.160000 sec): 3 clusters
  Score: Raw -37406931.491005 + Penalty 6076.129835 = -37400855.361169
  nChanged 19
		SP:Iteration 38Q (61302.900000 sec): 3 clusters
  Score: Raw -37406943.930209 + Penalty 6076.129835 = -37400867.800374
  nChanged 11
		SP:Iteration 39Q (61304.730000 sec): 3 clusters
  Score: Raw -37406953.439301 + Penalty 6076.129835 = -37400877.309466
  nChanged 17
		SP:Iteration 40F (61306.820000 sec): 3 clusters
  Score: Raw -37406964.293621 + Penalty 6076.129835 = -37400888.163786
  nChanged 11
		SP:Iteration 41Q (61308.670000 sec): 3 clusters
  Score: Raw -37406971.404174 + Penalty 6076.129835 = -37400895.274339
  nChanged 5
		SP:Iteration 42Q (61310.490000 sec): 3 clusters
  Score: Raw -37406974.077238 + Penalty 6076.129835 = -37400897.947403
  nChanged 5
		SP:Iteration 43Q (61312.320000 sec): 3 clusters
  Score: Raw -37406978.236904 + Penalty 6076.129835 = -37400902.107068
  nChanged 5
		SP:Iteration 44Q (61314.100000 sec): 3 clusters
  Score: Raw -37406982.744806 + Penalty 6076.129835 = -37400906.614970
  nChanged 7
		SP:Iteration 45Q (61315.860000 sec): 3 clusters
  Score: Raw -37406986.404567 + Penalty 6076.129835 = -37400910.274731
  nChanged 3
		SP:Iteration 46Q (61317.680000 sec): 3 clusters
  Score: Raw -37406988.022014 + Penalty 6076.129835 = -37400911.892179
  nChanged 1
		SP:Iteration 47Q (61319.450000 sec): 3 clusters
  Score: Raw -37406988.461875 + Penalty 6076.129835 = -37400912.332040
  nChanged 1
		SP:Iteration 48Q (61321.170000 sec): 3 clusters
  Score: Raw -37406989.031123 + Penalty 6076.129835 = -37400912.901287
  nChanged 2
		SP:Iteration 49Q (61322.990000 sec): 3 clusters
  Score: Raw -37406990.038334 + Penalty 6076.129835 = -37400913.908498
  nChanged 1
		SP:Iteration 50Q (61324.780000 sec): 3 clusters
  Score: Raw -37406990.294861 + Penalty 6076.129835 = -37400914.165025
  nChanged 0
		SP:Iteration 51F (61326.810000 sec): 3 clusters
  Score: Raw -37406990.294861 + Penalty 6076.129835 = -37400914.165025
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61326.910000 sec): 2 clusters
  Score: Raw -37093.048198 + Penalty 1345.387604 = -35747.660593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61327.090000 sec): 3 clusters
  Score: Raw -37464.141006 + Penalty 2690.775209 = -34773.365798
  nChanged 30
		SP:Iteration 1F (61327.260000 sec): 3 clusters
  Score: Raw -37591.655541 + Penalty 2690.775209 = -34900.880333
  nChanged 14
		SP:Iteration 2F (61327.440000 sec): 3 clusters
  Score: Raw -37659.112567 + Penalty 2690.775209 = -34968.337359
  nChanged 9
		SP:Iteration 3Q (61327.610000 sec): 3 clusters
  Score: Raw -37713.657677 + Penalty 2690.775209 = -35022.882468
  nChanged 3
		SP:Iteration 4Q (61327.790000 sec): 3 clusters
  Score: Raw -37719.143745 + Penalty 2690.775209 = -35028.368536
  nChanged 1
		SP:Iteration 5Q (61327.970000 sec): 3 clusters
  Score: Raw -37722.375880 + Penalty 2690.775209 = -35031.600671
  nChanged 1
		SP:Iteration 6Q (61328.140000 sec): 3 clusters
  Score: Raw -37725.261172 + Penalty 2690.775209 = -35034.485963
  nChanged 1
		SP:Iteration 7Q (61328.320000 sec): 3 clusters
  Score: Raw -37727.301641 + Penalty 2690.775209 = -35036.526432
  nChanged 1
		SP:Iteration 8Q (61328.490000 sec): 3 clusters
  Score: Raw -37736.202925 + Penalty 2690.775209 = -35045.427717
  nChanged 0
		SP:Iteration 9F (61328.670000 sec): 3 clusters
  Score: Raw -37736.202925 + Penalty 2690.775209 = -35045.427717
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61328.720000 sec): 2 clusters
  Score: Raw -106197.919039 + Penalty 1602.831305 = -104595.087734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61328.730000 sec): 3 clusters
  Score: Raw -106143.665283 + Penalty 3205.662611 = -102938.002672
  nChanged 131
		SP:Iteration 1F (61328.750000 sec): 3 clusters
  Score: Raw -106354.564247 + Penalty 3205.662611 = -103148.901636
  nChanged 30
		SP:Iteration 2Q (61328.780000 sec): 3 clusters
  Score: Raw -106450.581455 + Penalty 3205.662611 = -103244.918845
  nChanged 19
		SP:Iteration 3Q (61328.800000 sec): 3 clusters
  Score: Raw -106535.524404 + Penalty 3205.662611 = -103329.861793
  nChanged 19
		SP:Iteration 4Q (61328.820000 sec): 3 clusters
  Score: Raw -106608.900270 + Penalty 3205.662611 = -103403.237660
  nChanged 13
		SP:Iteration 5Q (61328.850000 sec): 3 clusters
  Score: Raw -106640.619366 + Penalty 3205.662611 = -103434.956755
  nChanged 6
		SP:Iteration 6Q (61328.870000 sec): 3 clusters
  Score: Raw -106661.832400 + Penalty 3205.662611 = -103456.169789
  nChanged 20
		SP:Iteration 7Q (61328.890000 sec): 3 clusters
  Score: Raw -106723.959820 + Penalty 3205.662611 = -103518.297209
  nChanged 18
		SP:Iteration 8Q (61328.910000 sec): 3 clusters
  Score: Raw -106753.304271 + Penalty 3205.662611 = -103547.641660
  nChanged 10
		SP:Iteration 9Q (61328.940000 sec): 3 clusters
  Score: Raw -106771.168830 + Penalty 3205.662611 = -103565.506219
  nChanged 3
		SP:Iteration 10Q (61328.960000 sec): 3 clusters
  Score: Raw -106774.939041 + Penalty 3205.662611 = -103569.276430
  nChanged 2
		SP:Iteration 11Q (61328.980000 sec): 3 clusters
  Score: Raw -106779.102721 + Penalty 3205.662611 = -103573.440111
  nChanged 1
		SP:Iteration 12Q (61329.010000 sec): 3 clusters
  Score: Raw -106780.194371 + Penalty 3205.662611 = -103574.531761
  nChanged 0
		SP:Iteration 13F (61329.030000 sec): 3 clusters
  Score: Raw -106780.194371 + Penalty 3205.662611 = -103574.531761
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 28 (354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61329.060000 sec): 2 clusters
  Score: Raw -51373.311557 + Penalty 1455.585634 = -49917.725922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61329.070000 sec): 3 clusters
  Score: Raw -51549.041787 + Penalty 2911.171269 = -48637.870518
  nChanged 55
		SP:Iteration 1F (61329.090000 sec): 3 clusters
  Score: Raw -51780.826507 + Penalty 2911.171269 = -48869.655238
  nChanged 21
		SP:Iteration 2F (61329.100000 sec): 3 clusters
  Score: Raw -51910.451249 + Penalty 2911.171269 = -48999.279980
  nChanged 16
		SP:Iteration 3Q (61329.120000 sec): 3 clusters
  Score: Raw -52033.243028 + Penalty 2911.171269 = -49122.071759
  nChanged 15
		SP:Iteration 4Q (61329.130000 sec): 3 clusters
  Score: Raw -52122.535017 + Penalty 2911.171269 = -49211.363748
  nChanged 9
		SP:Iteration 5Q (61329.140000 sec): 3 clusters
  Score: Raw -52181.017747 + Penalty 2911.171269 = -49269.846478
  nChanged 3
		SP:Iteration 6Q (61329.160000 sec): 3 clusters
  Score: Raw -52193.118569 + Penalty 2911.171269 = -49281.947300
  nChanged 2
		SP:Iteration 7Q (61329.170000 sec): 3 clusters
  Score: Raw -52205.986108 + Penalty 2911.171269 = -49294.814839
  nChanged 5
		SP:Iteration 8Q (61329.190000 sec): 3 clusters
  Score: Raw -52228.337811 + Penalty 2911.171269 = -49317.166542
  nChanged 2
		SP:Iteration 9Q (61329.200000 sec): 3 clusters
  Score: Raw -52237.409756 + Penalty 2911.171269 = -49326.238487
  nChanged 3
		SP:Iteration 10Q (61329.210000 sec): 3 clusters
  Score: Raw -52270.251450 + Penalty 2911.171269 = -49359.080181
  nChanged 5
		SP:Iteration 11Q (61329.230000 sec): 3 clusters
  Score: Raw -52291.847373 + Penalty 2911.171269 = -49380.676104
  nChanged 2
		SP:Iteration 12Q (61329.240000 sec): 3 clusters
  Score: Raw -52295.576503 + Penalty 2911.171269 = -49384.405234
  nChanged 1
		SP:Iteration 13Q (61329.260000 sec): 3 clusters
  Score: Raw -52300.255289 + Penalty 2911.171269 = -49389.084020
  nChanged 1
		SP:Iteration 14Q (61329.270000 sec): 3 clusters
  Score: Raw -52308.926333 + Penalty 2911.171269 = -49397.755064
  nChanged 1
		SP:Iteration 15Q (61329.290000 sec): 3 clusters
  Score: Raw -52316.011101 + Penalty 2911.171269 = -49404.839832
  nChanged 1
		SP:Iteration 16Q (61329.300000 sec): 3 clusters
  Score: Raw -52329.788162 + Penalty 2911.171269 = -49418.616893
  nChanged 0
		SP:Iteration 17F (61329.320000 sec): 3 clusters
  Score: Raw -52329.788162 + Penalty 2911.171269 = -49418.616893
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 29 (434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61329.350000 sec): 2 clusters
  Score: Raw -61021.314061 + Penalty 1506.115044 = -59515.199016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61329.370000 sec): 3 clusters
  Score: Raw -61214.251974 + Penalty 3012.230089 = -58202.021885
  nChanged 102
		SP:Iteration 1F (61329.390000 sec): 3 clusters
  Score: Raw -61576.432165 + Penalty 3012.230089 = -58564.202076
  nChanged 27
		SP:Iteration 2F (61329.410000 sec): 3 clusters
  Score: Raw -61698.008796 + Penalty 3012.230089 = -58685.778707
  nChanged 20
		SP:Iteration 3Q (61329.430000 sec): 3 clusters
  Score: Raw -61799.906361 + Penalty 3012.230089 = -58787.676272
  nChanged 19
		SP:Iteration 4Q (61329.450000 sec): 3 clusters
  Score: Raw -61896.915898 + Penalty 3012.230089 = -58884.685809
  nChanged 15
		SP:Iteration 5Q (61329.480000 sec): 3 clusters
  Score: Raw -61995.573590 + Penalty 3012.230089 = -58983.343501
  nChanged 14
		SP:Iteration 6Q (61329.500000 sec): 3 clusters
  Score: Raw -62125.819971 + Penalty 3012.230089 = -59113.589883
  nChanged 15
		SP:Iteration 7Q (61329.520000 sec): 3 clusters
  Score: Raw -62199.820030 + Penalty 3012.230089 = -59187.589942
  nChanged 12
		SP:Iteration 8Q (61329.540000 sec): 3 clusters
  Score: Raw -62261.514536 + Penalty 3012.230089 = -59249.284447
  nChanged 7
		SP:Iteration 9Q (61329.560000 sec): 3 clusters
  Score: Raw -62276.722020 + Penalty 3012.230089 = -59264.491931
  nChanged 3
		SP:Iteration 10Q (61329.590000 sec): 3 clusters
  Score: Raw -62289.319545 + Penalty 3012.230089 = -59277.089456
  nChanged 2
		SP:Iteration 11Q (61329.610000 sec): 3 clusters
  Score: Raw -62298.301253 + Penalty 3012.230089 = -59286.071164
  nChanged 1
		SP:Iteration 12Q (61329.630000 sec): 3 clusters
  Score: Raw -62303.470312 + Penalty 3012.230089 = -59291.240223
  nChanged 2
		SP:Iteration 13Q (61329.650000 sec): 3 clusters
  Score: Raw -62315.230625 + Penalty 3012.230089 = -59303.000536
  nChanged 3
		SP:Iteration 14Q (61329.670000 sec): 3 clusters
  Score: Raw -62330.327325 + Penalty 3012.230089 = -59318.097236
  nChanged 3
		SP:Iteration 15Q (61329.690000 sec): 3 clusters
  Score: Raw -62342.700920 + Penalty 3012.230089 = -59330.470831
  nChanged 1
		SP:Iteration 16Q (61329.720000 sec): 3 clusters
  Score: Raw -62346.398986 + Penalty 3012.230089 = -59334.168897
  nChanged 1
		SP:Iteration 17Q (61329.740000 sec): 3 clusters
  Score: Raw -62350.590367 + Penalty 3012.230089 = -59338.360278
  nChanged 0
		SP:Iteration 18F (61329.760000 sec): 3 clusters
  Score: Raw -62355.849478 + Penalty 3012.230089 = -59343.619389
  nChanged 2
		SP:Iteration 19Q (61329.780000 sec): 3 clusters
  Score: Raw -62368.789195 + Penalty 3012.230089 = -59356.559106
  nChanged 2
		SP:Iteration 20F (61329.810000 sec): 3 clusters
  Score: Raw -62375.157229 + Penalty 3012.230089 = -59362.927140
  nChanged 2
		SP:Iteration 21Q (61329.830000 sec): 3 clusters
  Score: Raw -62384.044684 + Penalty 3012.230089 = -59371.814595
  nChanged 1
		SP:Iteration 22Q (61329.850000 sec): 3 clusters
  Score: Raw -62388.646073 + Penalty 3012.230089 = -59376.415984
  nChanged 0
		SP:Iteration 23F (61329.870000 sec): 3 clusters
  Score: Raw -62388.646073 + Penalty 3012.230089 = -59376.415984
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61329.900000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61329.920000 sec): 3 clusters
  Score: Raw -85422.152817 + Penalty 3126.099012 = -82296.053805
  nChanged 106
		SP:Iteration 1F (61329.950000 sec): 3 clusters
  Score: Raw -85621.144999 + Penalty 3126.099012 = -82495.045987
  nChanged 25
		SP:Iteration 2Q (61329.970000 sec): 3 clusters
  Score: Raw -85668.390235 + Penalty 3126.099012 = -82542.291223
  nChanged 13
		SP:Iteration 3Q (61329.990000 sec): 3 clusters
  Score: Raw -85706.993070 + Penalty 3126.099012 = -82580.894058
  nChanged 11
		SP:Iteration 4Q (61330.010000 sec): 3 clusters
  Score: Raw -85739.159076 + Penalty 3126.099012 = -82613.060064
  nChanged 8
		SP:Iteration 5Q (61330.030000 sec): 3 clusters
  Score: Raw -85759.111752 + Penalty 3126.099012 = -82633.012740
  nChanged 4
		SP:Iteration 6Q (61330.050000 sec): 3 clusters
  Score: Raw -85769.144707 + Penalty 3126.099012 = -82643.045695
  nChanged 2
		SP:Iteration 7Q (61330.070000 sec): 3 clusters
  Score: Raw -85775.720485 + Penalty 3126.099012 = -82649.621473
  nChanged 3
		SP:Iteration 8Q (61330.100000 sec): 3 clusters
  Score: Raw -85781.542581 + Penalty 3126.099012 = -82655.443569
  nChanged 4
		SP:Iteration 9Q (61330.120000 sec): 3 clusters
  Score: Raw -85792.910244 + Penalty 3126.099012 = -82666.811233
  nChanged 3
		SP:Iteration 10Q (61330.140000 sec): 3 clusters
  Score: Raw -85799.154951 + Penalty 3126.099012 = -82673.055939
  nChanged 2
		SP:Iteration 11Q (61330.170000 sec): 3 clusters
  Score: Raw -85802.094346 + Penalty 3126.099012 = -82675.995334
  nChanged 1
		SP:Iteration 12Q (61330.190000 sec): 3 clusters
  Score: Raw -85804.890244 + Penalty 3126.099012 = -82678.791232
  nChanged 0
		SP:Iteration 13F (61330.210000 sec): 3 clusters
  Score: Raw -85804.890244 + Penalty 3126.099012 = -82678.791232
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61330.230000 sec): 2 clusters
  Score: Raw -24083.199166 + Penalty 1413.710006 = -22669.489159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61330.250000 sec): 3 clusters
  Score: Raw -24446.169471 + Penalty 2827.420012 = -21618.749458
  nChanged 63
		SP:Iteration 1F (61330.250000 sec): 3 clusters
  Score: Raw -24694.686099 + Penalty 2827.420012 = -21867.266087
  nChanged 14
		SP:Iteration 2Q (61330.270000 sec): 3 clusters
  Score: Raw -24754.186409 + Penalty 2827.420012 = -21926.766397
  nChanged 8
		SP:Iteration 3Q (61330.280000 sec): 3 clusters
  Score: Raw -24797.860154 + Penalty 2827.420012 = -21970.440142
  nChanged 3
		SP:Iteration 4Q (61330.290000 sec): 3 clusters
  Score: Raw -24816.496088 + Penalty 2827.420012 = -21989.076075
  nChanged 0
		SP:Iteration 5F (61330.300000 sec): 3 clusters
  Score: Raw -24816.496088 + Penalty 2827.420012 = -21989.076075
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 32 (1117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61330.340000 sec): 2 clusters
  Score: Raw -209996.890790 + Penalty 1740.563646 = -208256.327144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61330.370000 sec): 3 clusters
  Score: Raw -209715.408423 + Penalty 3481.127292 = -206234.281131
  nChanged 322
		SP:Iteration 1F (61330.400000 sec): 3 clusters
  Score: Raw -210044.612373 + Penalty 3481.127292 = -206563.485081
  nChanged 62
		SP:Iteration 2F (61330.430000 sec): 3 clusters
  Score: Raw -210114.937113 + Penalty 3481.127292 = -206633.809821
  nChanged 29
		SP:Iteration 3Q (61330.460000 sec): 3 clusters
  Score: Raw -210152.406416 + Penalty 3481.127292 = -206671.279124
  nChanged 19
		SP:Iteration 4Q (61330.490000 sec): 3 clusters
  Score: Raw -210178.099434 + Penalty 3481.127292 = -206696.972142
  nChanged 14
		SP:Iteration 5Q (61330.530000 sec): 3 clusters
  Score: Raw -210203.741213 + Penalty 3481.127292 = -206722.613920
  nChanged 15
		SP:Iteration 6Q (61330.560000 sec): 3 clusters
  Score: Raw -210217.671377 + Penalty 3481.127292 = -206736.544084
  nChanged 9
		SP:Iteration 7Q (61330.590000 sec): 3 clusters
  Score: Raw -210230.174940 + Penalty 3481.127292 = -206749.047648
  nChanged 10
		SP:Iteration 8Q (61330.620000 sec): 3 clusters
  Score: Raw -210247.612197 + Penalty 3481.127292 = -206766.484905
  nChanged 17
		SP:Iteration 9Q (61330.650000 sec): 3 clusters
  Score: Raw -210272.460725 + Penalty 3481.127292 = -206791.333432
  nChanged 15
		SP:Iteration 10Q (61330.680000 sec): 3 clusters
  Score: Raw -210295.033790 + Penalty 3481.127292 = -206813.906498
  nChanged 11
		SP:Iteration 11Q (61330.710000 sec): 3 clusters
  Score: Raw -210307.343105 + Penalty 3481.127292 = -206826.215813
  nChanged 12
		SP:Iteration 12Q (61330.750000 sec): 3 clusters
  Score: Raw -210320.037936 + Penalty 3481.127292 = -206838.910644
  nChanged 12
		SP:Iteration 13Q (61330.780000 sec): 3 clusters
  Score: Raw -210335.331483 + Penalty 3481.127292 = -206854.204190
  nChanged 11
		SP:Iteration 14Q (61330.810000 sec): 3 clusters
  Score: Raw -210350.534297 + Penalty 3481.127292 = -206869.407005
  nChanged 10
		SP:Iteration 15Q (61330.840000 sec): 3 clusters
  Score: Raw -210368.301637 + Penalty 3481.127292 = -206887.174345
  nChanged 7
		SP:Iteration 16Q (61330.870000 sec): 3 clusters
  Score: Raw -210373.597686 + Penalty 3481.127292 = -206892.470393
  nChanged 5
		SP:Iteration 17Q (61330.900000 sec): 3 clusters
  Score: Raw -210382.669171 + Penalty 3481.127292 = -206901.541879
  nChanged 8
		SP:Iteration 18Q (61330.930000 sec): 3 clusters
  Score: Raw -210390.649617 + Penalty 3481.127292 = -206909.522325
  nChanged 7
		SP:Iteration 19Q (61330.970000 sec): 3 clusters
  Score: Raw -210396.780036 + Penalty 3481.127292 = -206915.652743
  nChanged 9
		SP:Iteration 20F (61331.000000 sec): 3 clusters
  Score: Raw -210408.398934 + Penalty 3481.127292 = -206927.271642
  nChanged 8
		SP:Iteration 21Q (61331.030000 sec): 3 clusters
  Score: Raw -210428.878242 + Penalty 3481.127292 = -206947.750950
  nChanged 16
		SP:Iteration 22Q (61331.060000 sec): 3 clusters
  Score: Raw -210445.102746 + Penalty 3481.127292 = -206963.975454
  nChanged 8
		SP:Iteration 23Q (61331.090000 sec): 3 clusters
  Score: Raw -210454.830279 + Penalty 3481.127292 = -206973.702986
  nChanged 8
		SP:Iteration 24Q (61331.120000 sec): 3 clusters
  Score: Raw -210469.064999 + Penalty 3481.127292 = -206987.937707
  nChanged 11
		SP:Iteration 25Q (61331.270000 sec): 3 clusters
  Score: Raw -210483.193056 + Penalty 3481.127292 = -207002.065764
  nChanged 11
		SP:Iteration 26Q (61331.440000 sec): 3 clusters
  Score: Raw -210495.099811 + Penalty 3481.127292 = -207013.972518
  nChanged 7
		SP:Iteration 27Q (61331.610000 sec): 3 clusters
  Score: Raw -210502.354843 + Penalty 3481.127292 = -207021.227551
  nChanged 8
		SP:Iteration 28Q (61331.710000 sec): 3 clusters
  Score: Raw -210509.712157 + Penalty 3481.127292 = -207028.584865
  nChanged 7
		SP:Iteration 29Q (61331.730000 sec): 3 clusters
  Score: Raw -210518.146038 + Penalty 3481.127292 = -207037.018746
  nChanged 3
		SP:Iteration 30Q (61331.770000 sec): 3 clusters
  Score: Raw -210519.718722 + Penalty 3481.127292 = -207038.591430
  nChanged 1
		SP:Iteration 31Q (61331.800000 sec): 3 clusters
  Score: Raw -210520.368094 + Penalty 3481.127292 = -207039.240802
  nChanged 2
		SP:Iteration 32Q (61331.830000 sec): 3 clusters
  Score: Raw -210521.411138 + Penalty 3481.127292 = -207040.283846
  nChanged 1
		SP:Iteration 33Q (61331.860000 sec): 3 clusters
  Score: Raw -210522.111487 + Penalty 3481.127292 = -207040.984195
  nChanged 1
		SP:Iteration 34Q (61331.890000 sec): 3 clusters
  Score: Raw -210523.332748 + Penalty 3481.127292 = -207042.205456
  nChanged 2
		SP:Iteration 35Q (61331.920000 sec): 3 clusters
  Score: Raw -210525.789347 + Penalty 3481.127292 = -207044.662055
  nChanged 1
		SP:Iteration 36Q (61331.950000 sec): 3 clusters
  Score: Raw -210526.773917 + Penalty 3481.127292 = -207045.646625
  nChanged 1
		SP:Iteration 37Q (61331.990000 sec): 3 clusters
  Score: Raw -210527.526492 + Penalty 3481.127292 = -207046.399199
  nChanged 0
		SP:Iteration 38F (61332.020000 sec): 3 clusters
  Score: Raw -210527.526492 + Penalty 3481.127292 = -207046.399199
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 33 (99506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61332.650000 sec): 2 clusters
  Score: Raw -19069925.135790 + Penalty 2853.977359 = -19067071.158431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61333.610000 sec): 3 clusters
  Score: Raw -19006092.637421 + Penalty 5707.954719 = -19000384.682702
  nChanged 47023
		SP:Iteration 1F (61334.670000 sec): 3 clusters
  Score: Raw -19033419.471833 + Penalty 5707.954719 = -19027711.517114
  nChanged 3995
		SP:Iteration 2Q (61335.670000 sec): 3 clusters
  Score: Raw -19035013.608822 + Penalty 5707.954719 = -19029305.654103
  nChanged 4915
		SP:Iteration 3Q (61336.640000 sec): 3 clusters
  Score: Raw -19037642.740210 + Penalty 5707.954719 = -19031934.785492
  nChanged 6009
		SP:Iteration 4F (61337.690000 sec): 3 clusters
  Score: Raw -19041479.217270 + Penalty 5707.954719 = -19035771.262552
  nChanged 6725
		SP:Iteration 5F (61338.690000 sec): 3 clusters
  Score: Raw -19046060.534482 + Penalty 5707.954719 = -19040352.579763
  nChanged 6873
		SP:Iteration 6F (61339.620000 sec): 3 clusters
  Score: Raw -19050286.834951 + Penalty 5707.954719 = -19044578.880233
  nChanged 5727
		SP:Iteration 7F (61340.660000 sec): 3 clusters
  Score: Raw -19053200.406277 + Penalty 5707.954719 = -19047492.451559
  nChanged 4668
		SP:Iteration 8Q (61341.690000 sec): 3 clusters
  Score: Raw -19055165.809593 + Penalty 5707.954719 = -19049457.854874
  nChanged 3659
		SP:Iteration 9Q (61342.740000 sec): 3 clusters
  Score: Raw -19056476.876047 + Penalty 5707.954719 = -19050768.921329
  nChanged 2986
		SP:Iteration 10Q (61343.750000 sec): 3 clusters
  Score: Raw -19057473.416233 + Penalty 5707.954719 = -19051765.461514
  nChanged 2779
		SP:Iteration 11Q (61344.730000 sec): 3 clusters
  Score: Raw -19058404.467328 + Penalty 5707.954719 = -19052696.512609
  nChanged 2766
		SP:Iteration 12Q (61345.740000 sec): 3 clusters
  Score: Raw -19059354.679036 + Penalty 5707.954719 = -19053646.724317
  nChanged 2864
		SP:Iteration 13Q (61346.750000 sec): 3 clusters
  Score: Raw -19060373.535060 + Penalty 5707.954719 = -19054665.580341
  nChanged 2982
		SP:Iteration 14Q (61347.750000 sec): 3 clusters
  Score: Raw -19061495.814156 + Penalty 5707.954719 = -19055787.859437
  nChanged 3118
		SP:Iteration 15Q (61348.720000 sec): 3 clusters
  Score: Raw -19062749.462687 + Penalty 5707.954719 = -19057041.507968
  nChanged 3031
		SP:Iteration 16Q (61349.690000 sec): 3 clusters
  Score: Raw -19064035.921245 + Penalty 5707.954719 = -19058327.966526
  nChanged 2957
		SP:Iteration 17Q (61350.670000 sec): 3 clusters
  Score: Raw -19065318.979858 + Penalty 5707.954719 = -19059611.025139
  nChanged 2662
		SP:Iteration 18Q (61351.530000 sec): 3 clusters
  Score: Raw -19066462.322092 + Penalty 5707.954719 = -19060754.367373
  nChanged 2290
		SP:Iteration 19Q (61352.430000 sec): 3 clusters
  Score: Raw -19067445.140147 + Penalty 5707.954719 = -19061737.185429
  nChanged 1950
		SP:Iteration 20F (61353.390000 sec): 3 clusters
  Score: Raw -19068244.153751 + Penalty 5707.954719 = -19062536.199033
  nChanged 1580
		SP:Iteration 21Q (61354.320000 sec): 3 clusters
  Score: Raw -19068850.296419 + Penalty 5707.954719 = -19063142.341700
  nChanged 1223
		SP:Iteration 22Q (61355.250000 sec): 3 clusters
  Score: Raw -19069289.450787 + Penalty 5707.954719 = -19063581.496069
  nChanged 996
		SP:Iteration 23Q (61356.190000 sec): 3 clusters
  Score: Raw -19069638.172766 + Penalty 5707.954719 = -19063930.218048
  nChanged 797
		SP:Iteration 24Q (61357.130000 sec): 3 clusters
  Score: Raw -19069906.341998 + Penalty 5707.954719 = -19064198.387279
  nChanged 613
		SP:Iteration 25Q (61358.000000 sec): 3 clusters
  Score: Raw -19070101.250728 + Penalty 5707.954719 = -19064393.296010
  nChanged 471
		SP:Iteration 26Q (61358.870000 sec): 3 clusters
  Score: Raw -19070243.110241 + Penalty 5707.954719 = -19064535.155522
  nChanged 368
		SP:Iteration 27Q (61359.760000 sec): 3 clusters
  Score: Raw -19070351.804217 + Penalty 5707.954719 = -19064643.849499
  nChanged 304
		SP:Iteration 28Q (61360.610000 sec): 3 clusters
  Score: Raw -19070436.387365 + Penalty 5707.954719 = -19064728.432646
  nChanged 254
		SP:Iteration 29Q (61361.510000 sec): 3 clusters
  Score: Raw -19070511.225030 + Penalty 5707.954719 = -19064803.270311
  nChanged 222
		SP:Iteration 30Q (61362.380000 sec): 3 clusters
  Score: Raw -19070571.757160 + Penalty 5707.954719 = -19064863.802441
  nChanged 161
		SP:Iteration 31Q (61363.240000 sec): 3 clusters
  Score: Raw -19070612.339056 + Penalty 5707.954719 = -19064904.384338
  nChanged 126
		SP:Iteration 32Q (61364.070000 sec): 3 clusters
  Score: Raw -19070645.135554 + Penalty 5707.954719 = -19064937.180836
  nChanged 108
		SP:Iteration 33Q (61364.910000 sec): 3 clusters
  Score: Raw -19070672.213762 + Penalty 5707.954719 = -19064964.259043
  nChanged 85
		SP:Iteration 34Q (61365.740000 sec): 3 clusters
  Score: Raw -19070690.703250 + Penalty 5707.954719 = -19064982.748531
  nChanged 60
		SP:Iteration 35Q (61366.600000 sec): 3 clusters
  Score: Raw -19070702.762295 + Penalty 5707.954719 = -19064994.807577
  nChanged 52
		SP:Iteration 36Q (61367.430000 sec): 3 clusters
  Score: Raw -19070713.200434 + Penalty 5707.954719 = -19065005.245716
  nChanged 51
		SP:Iteration 37Q (61368.270000 sec): 3 clusters
  Score: Raw -19070724.373693 + Penalty 5707.954719 = -19065016.418974
  nChanged 52
		SP:Iteration 38Q (61369.130000 sec): 3 clusters
  Score: Raw -19070736.812491 + Penalty 5707.954719 = -19065028.857772
  nChanged 50
		SP:Iteration 39Q (61370.030000 sec): 3 clusters
  Score: Raw -19070747.451846 + Penalty 5707.954719 = -19065039.497127
  nChanged 39
		SP:Iteration 40F (61370.910000 sec): 3 clusters
  Score: Raw -19070756.293700 + Penalty 5707.954719 = -19065048.338982
  nChanged 43
		SP:Iteration 41Q (61371.710000 sec): 3 clusters
  Score: Raw -19070765.627545 + Penalty 5707.954719 = -19065057.672826
  nChanged 36
		SP:Iteration 42Q (61372.610000 sec): 3 clusters
  Score: Raw -19070772.844743 + Penalty 5707.954719 = -19065064.890025
  nChanged 36
		SP:Iteration 43Q (61373.470000 sec): 3 clusters
  Score: Raw -19070781.477805 + Penalty 5707.954719 = -19065073.523087
  nChanged 35
		SP:Iteration 44Q (61374.370000 sec): 3 clusters
  Score: Raw -19070789.643724 + Penalty 5707.954719 = -19065081.689005
  nChanged 37
		SP:Iteration 45Q (61375.270000 sec): 3 clusters
  Score: Raw -19070799.648633 + Penalty 5707.954719 = -19065091.693915
  nChanged 43
		SP:Iteration 46Q (61376.130000 sec): 3 clusters
  Score: Raw -19070810.917492 + Penalty 5707.954719 = -19065102.962773
  nChanged 44
		SP:Iteration 47Q (61377.020000 sec): 3 clusters
  Score: Raw -19070823.111453 + Penalty 5707.954719 = -19065115.156735
  nChanged 50
		SP:Iteration 48Q (61377.880000 sec): 3 clusters
  Score: Raw -19070833.591905 + Penalty 5707.954719 = -19065125.637186
  nChanged 45
		SP:Iteration 49Q (61378.750000 sec): 3 clusters
  Score: Raw -19070844.006621 + Penalty 5707.954719 = -19065136.051903
  nChanged 36
		SP:Iteration 50Q (61379.630000 sec): 3 clusters
  Score: Raw -19070851.567383 + Penalty 5707.954719 = -19065143.612665
  nChanged 25
		SP:Iteration 51Q (61380.490000 sec): 3 clusters
  Score: Raw -19070856.057831 + Penalty 5707.954719 = -19065148.103112
  nChanged 17
		SP:Iteration 52Q (61381.340000 sec): 3 clusters
  Score: Raw -19070859.166363 + Penalty 5707.954719 = -19065151.211644
  nChanged 16
		SP:Iteration 53Q (61382.250000 sec): 3 clusters
  Score: Raw -19070862.311623 + Penalty 5707.954719 = -19065154.356905
  nChanged 21
		SP:Iteration 54Q (61383.110000 sec): 3 clusters
  Score: Raw -19070866.628181 + Penalty 5707.954719 = -19065158.673463
  nChanged 16
		SP:Iteration 55Q (61384.010000 sec): 3 clusters
  Score: Raw -19070870.234675 + Penalty 5707.954719 = -19065162.279957
  nChanged 20
		SP:Iteration 56Q (61384.830000 sec): 3 clusters
  Score: Raw -19070874.318667 + Penalty 5707.954719 = -19065166.363949
  nChanged 15
		SP:Iteration 57Q (61385.650000 sec): 3 clusters
  Score: Raw -19070877.180125 + Penalty 5707.954719 = -19065169.225407
  nChanged 14
		SP:Iteration 58Q (61386.470000 sec): 3 clusters
  Score: Raw -19070880.131710 + Penalty 5707.954719 = -19065172.176991
  nChanged 14
		SP:Iteration 59Q (61387.370000 sec): 3 clusters
  Score: Raw -19070883.579956 + Penalty 5707.954719 = -19065175.625238
  nChanged 19
		SP:Iteration 60F (61388.350000 sec): 3 clusters
  Score: Raw -19070887.333045 + Penalty 5707.954719 = -19065179.378327
  nChanged 12
		SP:Iteration 61Q (61389.210000 sec): 3 clusters
  Score: Raw -19070889.389900 + Penalty 5707.954719 = -19065181.435182
  nChanged 8
		SP:Iteration 62Q (61390.080000 sec): 3 clusters
  Score: Raw -19070890.735756 + Penalty 5707.954719 = -19065182.781037
  nChanged 7
		SP:Iteration 63Q (61390.970000 sec): 3 clusters
  Score: Raw -19070892.021176 + Penalty 5707.954719 = -19065184.066457
  nChanged 7
		SP:Iteration 64Q (61391.860000 sec): 3 clusters
  Score: Raw -19070893.132268 + Penalty 5707.954719 = -19065185.177549
  nChanged 2
		SP:Iteration 65Q (61392.740000 sec): 3 clusters
  Score: Raw -19070893.482083 + Penalty 5707.954719 = -19065185.527365
  nChanged 0
		SP:Iteration 66F (61393.730000 sec): 3 clusters
  Score: Raw -19070893.482083 + Penalty 5707.954719 = -19065185.527365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 34 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61393.790000 sec): 2 clusters
  Score: Raw -65153.944693 + Penalty 1477.047668 = -63676.897026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61393.970000 sec): 3 clusters
  Score: Raw -65201.964026 + Penalty 2954.095335 = -62247.868691
  nChanged 49
		SP:Iteration 1F (61394.150000 sec): 3 clusters
  Score: Raw -65315.919829 + Penalty 2954.095335 = -62361.824494
  nChanged 10
		SP:Iteration 2Q (61394.270000 sec): 3 clusters
  Score: Raw -65343.798853 + Penalty 2954.095335 = -62389.703518
  nChanged 5
		SP:Iteration 3Q (61394.450000 sec): 3 clusters
  Score: Raw -65351.208894 + Penalty 2954.095335 = -62397.113559
  nChanged 5
		SP:Iteration 4Q (61394.630000 sec): 3 clusters
  Score: Raw -65363.865509 + Penalty 2954.095335 = -62409.770174
  nChanged 1
		SP:Iteration 5Q (61394.800000 sec): 3 clusters
  Score: Raw -65365.271502 + Penalty 2954.095335 = -62411.176167
  nChanged 1
		SP:Iteration 6Q (61394.980000 sec): 3 clusters
  Score: Raw -65367.800129 + Penalty 2954.095335 = -62413.704793
  nChanged 1
		SP:Iteration 7Q (61395.150000 sec): 3 clusters
  Score: Raw -65369.557140 + Penalty 2954.095335 = -62415.461805
  nChanged 0
		SP:Iteration 8F (61395.310000 sec): 3 clusters
  Score: Raw -65369.557140 + Penalty 2954.095335 = -62415.461805
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 35 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61395.410000 sec): 2 clusters
  Score: Raw -217538.958770 + Penalty 1764.664367 = -215774.294403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61395.550000 sec): 3 clusters
  Score: Raw -217178.613546 + Penalty 3529.328735 = -213649.284812
  nChanged 351
		SP:Iteration 1F (61395.730000 sec): 3 clusters
  Score: Raw -217503.626420 + Penalty 3529.328735 = -213974.297686
  nChanged 85
		SP:Iteration 2F (61395.900000 sec): 3 clusters
  Score: Raw -217614.568819 + Penalty 3529.328735 = -214085.240084
  nChanged 43
		SP:Iteration 3Q (61396.080000 sec): 3 clusters
  Score: Raw -217664.620199 + Penalty 3529.328735 = -214135.291465
  nChanged 28
		SP:Iteration 4Q (61396.250000 sec): 3 clusters
  Score: Raw -217701.538963 + Penalty 3529.328735 = -214172.210228
  nChanged 26
		SP:Iteration 5Q (61396.430000 sec): 3 clusters
  Score: Raw -217729.451908 + Penalty 3529.328735 = -214200.123173
  nChanged 16
		SP:Iteration 6Q (61396.610000 sec): 3 clusters
  Score: Raw -217744.856199 + Penalty 3529.328735 = -214215.527465
  nChanged 10
		SP:Iteration 7Q (61396.780000 sec): 3 clusters
  Score: Raw -217755.020384 + Penalty 3529.328735 = -214225.691649
  nChanged 7
		SP:Iteration 8Q (61396.960000 sec): 3 clusters
  Score: Raw -217761.987235 + Penalty 3529.328735 = -214232.658500
  nChanged 6
		SP:Iteration 9Q (61397.130000 sec): 3 clusters
  Score: Raw -217765.670137 + Penalty 3529.328735 = -214236.341403
  nChanged 3
		SP:Iteration 10Q (61397.310000 sec): 3 clusters
  Score: Raw -217769.691228 + Penalty 3529.328735 = -214240.362494
  nChanged 1
		SP:Iteration 11Q (61397.490000 sec): 3 clusters
  Score: Raw -217770.267555 + Penalty 3529.328735 = -214240.938821
  nChanged 2
		SP:Iteration 12Q (61397.660000 sec): 3 clusters
  Score: Raw -217771.724859 + Penalty 3529.328735 = -214242.396124
  nChanged 0
		SP:Iteration 13F (61397.840000 sec): 3 clusters
  Score: Raw -217771.724859 + Penalty 3529.328735 = -214242.396124
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 36 (121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61397.930000 sec): 2 clusters
  Score: Raw -15800.858255 + Penalty 1189.356055 = -14611.502200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61398.100000 sec): 3 clusters
  Score: Raw -16138.481594 + Penalty 2378.712111 = -13759.769484
  nChanged 10
		SP:Iteration 1F (61398.280000 sec): 3 clusters
  Score: Raw -16195.587372 + Penalty 2378.712111 = -13816.875262
  nChanged 1
		SP:Iteration 2Q (61398.450000 sec): 3 clusters
  Score: Raw -16198.483147 + Penalty 2378.712111 = -13819.771036
  nChanged 0
		SP:Iteration 3F (61398.630000 sec): 3 clusters
  Score: Raw -16198.483147 + Penalty 2378.712111 = -13819.771036
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 37 (17027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61398.830000 sec): 2 clusters
  Score: Raw -2915449.050844 + Penalty 2416.153788 = -2913032.897055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61399.170000 sec): 3 clusters
  Score: Raw -2905714.849312 + Penalty 4832.307577 = -2900882.541735
  nChanged 7364
		SP:Iteration 1F (61399.500000 sec): 3 clusters
  Score: Raw -2909727.031120 + Penalty 4832.307577 = -2904894.723543
  nChanged 982
		SP:Iteration 2F (61399.830000 sec): 3 clusters
  Score: Raw -2910143.608845 + Penalty 4832.307577 = -2905311.301268
  nChanged 836
		SP:Iteration 3Q (61400.160000 sec): 3 clusters
  Score: Raw -2910562.092481 + Penalty 4832.307577 = -2905729.784904
  nChanged 734
		SP:Iteration 4Q (61400.490000 sec): 3 clusters
  Score: Raw -2910928.194196 + Penalty 4832.307577 = -2906095.886619
  nChanged 691
		SP:Iteration 5Q (61400.820000 sec): 3 clusters
  Score: Raw -2911252.196220 + Penalty 4832.307577 = -2906419.888644
  nChanged 667
		SP:Iteration 6Q (61401.150000 sec): 3 clusters
  Score: Raw -2911567.885993 + Penalty 4832.307577 = -2906735.578416
  nChanged 652
		SP:Iteration 7Q (61401.480000 sec): 3 clusters
  Score: Raw -2911854.000233 + Penalty 4832.307577 = -2907021.692656
  nChanged 623
		SP:Iteration 8Q (61401.810000 sec): 3 clusters
  Score: Raw -2912100.570326 + Penalty 4832.307577 = -2907268.262749
  nChanged 555
		SP:Iteration 9Q (61402.140000 sec): 3 clusters
  Score: Raw -2912329.676722 + Penalty 4832.307577 = -2907497.369146
  nChanged 538
		SP:Iteration 10Q (61402.470000 sec): 3 clusters
  Score: Raw -2912574.420730 + Penalty 4832.307577 = -2907742.113154
  nChanged 552
		SP:Iteration 11Q (61402.800000 sec): 3 clusters
  Score: Raw -2912808.640567 + Penalty 4832.307577 = -2907976.332991
  nChanged 521
		SP:Iteration 12Q (61403.130000 sec): 3 clusters
  Score: Raw -2913042.203670 + Penalty 4832.307577 = -2908209.896093
  nChanged 460
		SP:Iteration 13Q (61403.460000 sec): 3 clusters
  Score: Raw -2913244.829149 + Penalty 4832.307577 = -2908412.521572
  nChanged 424
		SP:Iteration 14Q (61403.790000 sec): 3 clusters
  Score: Raw -2913415.171629 + Penalty 4832.307577 = -2908582.864052
  nChanged 356
		SP:Iteration 15Q (61404.130000 sec): 3 clusters
  Score: Raw -2913557.349838 + Penalty 4832.307577 = -2908725.042262
  nChanged 348
		SP:Iteration 16Q (61404.460000 sec): 3 clusters
  Score: Raw -2913719.291529 + Penalty 4832.307577 = -2908886.983953
  nChanged 341
		SP:Iteration 17Q (61404.750000 sec): 3 clusters
  Score: Raw -2913885.637594 + Penalty 4832.307577 = -2909053.330018
  nChanged 391
		SP:Iteration 18Q (61405.080000 sec): 3 clusters
  Score: Raw -2914073.159824 + Penalty 4832.307577 = -2909240.852247
  nChanged 344
		SP:Iteration 19Q (61405.420000 sec): 3 clusters
  Score: Raw -2914241.959495 + Penalty 4832.307577 = -2909409.651918
  nChanged 334
		SP:Iteration 20F (61405.730000 sec): 3 clusters
  Score: Raw -2914401.041661 + Penalty 4832.307577 = -2909568.734084
  nChanged 287
		SP:Iteration 21Q (61406.050000 sec): 3 clusters
  Score: Raw -2914544.916903 + Penalty 4832.307577 = -2909712.609327
  nChanged 264
		SP:Iteration 22Q (61406.390000 sec): 3 clusters
  Score: Raw -2914663.300972 + Penalty 4832.307577 = -2909830.993395
  nChanged 216
		SP:Iteration 23Q (61406.720000 sec): 3 clusters
  Score: Raw -2914763.896393 + Penalty 4832.307577 = -2909931.588816
  nChanged 203
		SP:Iteration 24Q (61407.060000 sec): 3 clusters
  Score: Raw -2914853.074713 + Penalty 4832.307577 = -2910020.767136
  nChanged 187
		SP:Iteration 25Q (61407.350000 sec): 3 clusters
  Score: Raw -2914951.355966 + Penalty 4832.307577 = -2910119.048389
  nChanged 168
		SP:Iteration 26Q (61407.640000 sec): 3 clusters
  Score: Raw -2915045.516567 + Penalty 4832.307577 = -2910213.208991
  nChanged 154
		SP:Iteration 27Q (61407.880000 sec): 3 clusters
  Score: Raw -2915122.202234 + Penalty 4832.307577 = -2910289.894657
  nChanged 139
		SP:Iteration 28Q (61408.180000 sec): 3 clusters
  Score: Raw -2915191.853071 + Penalty 4832.307577 = -2910359.545494
  nChanged 120
		SP:Iteration 29Q (61408.480000 sec): 3 clusters
  Score: Raw -2915255.817921 + Penalty 4832.307577 = -2910423.510345
  nChanged 117
		SP:Iteration 30Q (61408.770000 sec): 3 clusters
  Score: Raw -2915322.624733 + Penalty 4832.307577 = -2910490.317156
  nChanged 106
		SP:Iteration 31Q (61409.100000 sec): 3 clusters
  Score: Raw -2915388.132032 + Penalty 4832.307577 = -2910555.824455
  nChanged 90
		SP:Iteration 32Q (61409.350000 sec): 3 clusters
  Score: Raw -2915435.992446 + Penalty 4832.307577 = -2910603.684869
  nChanged 71
		SP:Iteration 33Q (61409.650000 sec): 3 clusters
  Score: Raw -2915481.066951 + Penalty 4832.307577 = -2910648.759374
  nChanged 58
		SP:Iteration 34Q (61409.940000 sec): 3 clusters
  Score: Raw -2915514.346928 + Penalty 4832.307577 = -2910682.039351
  nChanged 53
		SP:Iteration 35Q (61410.230000 sec): 3 clusters
  Score: Raw -2915545.315626 + Penalty 4832.307577 = -2910713.008049
  nChanged 40
		SP:Iteration 36Q (61410.520000 sec): 3 clusters
  Score: Raw -2915570.342538 + Penalty 4832.307577 = -2910738.034961
  nChanged 42
		SP:Iteration 37Q (61410.740000 sec): 3 clusters
  Score: Raw -2915596.078399 + Penalty 4832.307577 = -2910763.770822
  nChanged 36
		SP:Iteration 38Q (61411.070000 sec): 3 clusters
  Score: Raw -2915618.948428 + Penalty 4832.307577 = -2910786.640852
  nChanged 29
		SP:Iteration 39Q (61411.330000 sec): 3 clusters
  Score: Raw -2915639.237585 + Penalty 4832.307577 = -2910806.930008
  nChanged 22
		SP:Iteration 40F (61411.710000 sec): 3 clusters
  Score: Raw -2915653.998498 + Penalty 4832.307577 = -2910821.690921
  nChanged 20
		SP:Iteration 41Q (61411.960000 sec): 3 clusters
  Score: Raw -2915668.782124 + Penalty 4832.307577 = -2910836.474548
  nChanged 15
		SP:Iteration 42Q (61412.260000 sec): 3 clusters
  Score: Raw -2915678.579810 + Penalty 4832.307577 = -2910846.272233
  nChanged 14
		SP:Iteration 43Q (61412.550000 sec): 3 clusters
  Score: Raw -2915688.075242 + Penalty 4832.307577 = -2910855.767665
  nChanged 18
		SP:Iteration 44Q (61412.840000 sec): 3 clusters
  Score: Raw -2915700.887034 + Penalty 4832.307577 = -2910868.579457
  nChanged 20
		SP:Iteration 45Q (61413.140000 sec): 3 clusters
  Score: Raw -2915717.108904 + Penalty 4832.307577 = -2910884.801328
  nChanged 15
		SP:Iteration 46Q (61413.470000 sec): 3 clusters
  Score: Raw -2915726.351018 + Penalty 4832.307577 = -2910894.043441
  nChanged 11
		SP:Iteration 47Q (61413.760000 sec): 3 clusters
  Score: Raw -2915731.888968 + Penalty 4832.307577 = -2910899.581392
  nChanged 9
		SP:Iteration 48Q (61414.050000 sec): 3 clusters
  Score: Raw -2915737.603162 + Penalty 4832.307577 = -2910905.295586
  nChanged 10
		SP:Iteration 49Q (61414.300000 sec): 3 clusters
  Score: Raw -2915746.174514 + Penalty 4832.307577 = -2910913.866937
  nChanged 5
		SP:Iteration 50Q (61414.590000 sec): 3 clusters
  Score: Raw -2915749.746232 + Penalty 4832.307577 = -2910917.438655
  nChanged 7
		SP:Iteration 51Q (61414.880000 sec): 3 clusters
  Score: Raw -2915757.581085 + Penalty 4832.307577 = -2910925.273508
  nChanged 8
		SP:Iteration 52Q (61415.170000 sec): 3 clusters
  Score: Raw -2915764.490124 + Penalty 4832.307577 = -2910932.182547
  nChanged 6
		SP:Iteration 53Q (61415.460000 sec): 3 clusters
  Score: Raw -2915769.720787 + Penalty 4832.307577 = -2910937.413211
  nChanged 5
		SP:Iteration 54Q (61415.750000 sec): 3 clusters
  Score: Raw -2915774.257164 + Penalty 4832.307577 = -2910941.949588
  nChanged 2
		SP:Iteration 55Q (61416.040000 sec): 3 clusters
  Score: Raw -2915775.289295 + Penalty 4832.307577 = -2910942.981718
  nChanged 3
		SP:Iteration 56Q (61416.330000 sec): 3 clusters
  Score: Raw -2915776.985907 + Penalty 4832.307577 = -2910944.678330
  nChanged 1
		SP:Iteration 57Q (61416.640000 sec): 3 clusters
  Score: Raw -2915777.425012 + Penalty 4832.307577 = -2910945.117435
  nChanged 2
		SP:Iteration 58Q (61416.950000 sec): 3 clusters
  Score: Raw -2915778.353837 + Penalty 4832.307577 = -2910946.046260
  nChanged 1
		SP:Iteration 59Q (61417.200000 sec): 3 clusters
  Score: Raw -2915778.912615 + Penalty 4832.307577 = -2910946.605038
  nChanged 3
		SP:Iteration 60F (61417.540000 sec): 3 clusters
  Score: Raw -2915780.451770 + Penalty 4832.307577 = -2910948.144193
  nChanged 2
		SP:Iteration 61Q (61417.840000 sec): 3 clusters
  Score: Raw -2915781.848944 + Penalty 4832.307577 = -2910949.541368
  nChanged 2
		SP:Iteration 62Q (61418.130000 sec): 3 clusters
  Score: Raw -2915783.001225 + Penalty 4832.307577 = -2910950.693648
  nChanged 4
		SP:Iteration 63Q (61418.420000 sec): 3 clusters
  Score: Raw -2915785.835917 + Penalty 4832.307577 = -2910953.528341
  nChanged 5
		SP:Iteration 64Q (61418.720000 sec): 3 clusters
  Score: Raw -2915788.997563 + Penalty 4832.307577 = -2910956.689986
  nChanged 3
		SP:Iteration 65Q (61418.920000 sec): 3 clusters
  Score: Raw -2915791.026019 + Penalty 4832.307577 = -2910958.718442
  nChanged 1
		SP:Iteration 66Q (61419.210000 sec): 3 clusters
  Score: Raw -2915792.148892 + Penalty 4832.307577 = -2910959.841315
  nChanged 1
		SP:Iteration 67Q (61419.470000 sec): 3 clusters
  Score: Raw -2915792.686126 + Penalty 4832.307577 = -2910960.378549
  nChanged 3
		SP:Iteration 68Q (61419.760000 sec): 3 clusters
  Score: Raw -2915794.189288 + Penalty 4832.307577 = -2910961.881711
  nChanged 1
		SP:Iteration 69Q (61420.010000 sec): 3 clusters
  Score: Raw -2915794.406449 + Penalty 4832.307577 = -2910962.098872
  nChanged 0
		SP:Iteration 70F (61420.340000 sec): 3 clusters
  Score: Raw -2915794.406449 + Penalty 4832.307577 = -2910962.098872
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 38 (21304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61420.590000 sec): 2 clusters
  Score: Raw -3733990.828733 + Penalty 2471.729232 = -3731519.099501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61421.000000 sec): 3 clusters
  Score: Raw -3721479.329304 + Penalty 4943.458463 = -3716535.870840
  nChanged 9481
		SP:Iteration 1F (61421.370000 sec): 3 clusters
  Score: Raw -3726624.512003 + Penalty 4943.458463 = -3721681.053540
  nChanged 1131
		SP:Iteration 2F (61421.740000 sec): 3 clusters
  Score: Raw -3727051.667980 + Penalty 4943.458463 = -3722108.209517
  nChanged 931
		SP:Iteration 3Q (61422.100000 sec): 3 clusters
  Score: Raw -3727380.843755 + Penalty 4943.458463 = -3722437.385291
  nChanged 843
		SP:Iteration 4Q (61422.470000 sec): 3 clusters
  Score: Raw -3727689.172144 + Penalty 4943.458463 = -3722745.713681
  nChanged 793
		SP:Iteration 5Q (61422.880000 sec): 3 clusters
  Score: Raw -3728018.500170 + Penalty 4943.458463 = -3723075.041706
  nChanged 800
		SP:Iteration 6Q (61423.290000 sec): 3 clusters
  Score: Raw -3728360.382108 + Penalty 4943.458463 = -3723416.923645
  nChanged 858
		SP:Iteration 7Q (61423.710000 sec): 3 clusters
  Score: Raw -3728783.678378 + Penalty 4943.458463 = -3723840.219915
  nChanged 953
		SP:Iteration 8Q (61424.110000 sec): 3 clusters
  Score: Raw -3729327.640576 + Penalty 4943.458463 = -3724384.182113
  nChanged 1083
		SP:Iteration 9F (61424.520000 sec): 3 clusters
  Score: Raw -3730034.918825 + Penalty 4943.458463 = -3725091.460362
  nChanged 1119
		SP:Iteration 10F (61424.880000 sec): 3 clusters
  Score: Raw -3730766.096582 + Penalty 4943.458463 = -3725822.638119
  nChanged 1039
		SP:Iteration 11Q (61425.170000 sec): 3 clusters
  Score: Raw -3731530.670664 + Penalty 4943.458463 = -3726587.212201
  nChanged 956
		SP:Iteration 12Q (61425.550000 sec): 3 clusters
  Score: Raw -3732211.959180 + Penalty 4943.458463 = -3727268.500717
  nChanged 780
		SP:Iteration 13Q (61425.960000 sec): 3 clusters
  Score: Raw -3732712.166311 + Penalty 4943.458463 = -3727768.707848
  nChanged 590
		SP:Iteration 14Q (61426.240000 sec): 3 clusters
  Score: Raw -3733060.598911 + Penalty 4943.458463 = -3728117.140448
  nChanged 495
		SP:Iteration 15Q (61426.570000 sec): 3 clusters
  Score: Raw -3733333.300782 + Penalty 4943.458463 = -3728389.842319
  nChanged 398
		SP:Iteration 16Q (61426.900000 sec): 3 clusters
  Score: Raw -3733544.387878 + Penalty 4943.458463 = -3728600.929415
  nChanged 312
		SP:Iteration 17Q (61427.230000 sec): 3 clusters
  Score: Raw -3733692.226961 + Penalty 4943.458463 = -3728748.768498
  nChanged 256
		SP:Iteration 18Q (61427.550000 sec): 3 clusters
  Score: Raw -3733796.397001 + Penalty 4943.458463 = -3728852.938538
  nChanged 197
		SP:Iteration 19Q (61427.880000 sec): 3 clusters
  Score: Raw -3733875.571321 + Penalty 4943.458463 = -3728932.112857
  nChanged 174
		SP:Iteration 20F (61428.250000 sec): 3 clusters
  Score: Raw -3733942.701176 + Penalty 4943.458463 = -3728999.242713
  nChanged 160
		SP:Iteration 21Q (61428.590000 sec): 3 clusters
  Score: Raw -3733998.656847 + Penalty 4943.458463 = -3729055.198383
  nChanged 123
		SP:Iteration 22Q (61428.910000 sec): 3 clusters
  Score: Raw -3734040.329147 + Penalty 4943.458463 = -3729096.870684
  nChanged 112
		SP:Iteration 23Q (61429.250000 sec): 3 clusters
  Score: Raw -3734075.075011 + Penalty 4943.458463 = -3729131.616548
  nChanged 90
		SP:Iteration 24Q (61429.570000 sec): 3 clusters
  Score: Raw -3734094.649631 + Penalty 4943.458463 = -3729151.191167
  nChanged 59
		SP:Iteration 25Q (61429.900000 sec): 3 clusters
  Score: Raw -3734110.089824 + Penalty 4943.458463 = -3729166.631361
  nChanged 66
		SP:Iteration 26Q (61430.230000 sec): 3 clusters
  Score: Raw -3734132.866795 + Penalty 4943.458463 = -3729189.408331
  nChanged 68
		SP:Iteration 27Q (61430.560000 sec): 3 clusters
  Score: Raw -3734157.805344 + Penalty 4943.458463 = -3729214.346881
  nChanged 88
		SP:Iteration 28Q (61430.890000 sec): 3 clusters
  Score: Raw -3734191.217791 + Penalty 4943.458463 = -3729247.759328
  nChanged 70
		SP:Iteration 29Q (61431.220000 sec): 3 clusters
  Score: Raw -3734214.511923 + Penalty 4943.458463 = -3729271.053460
  nChanged 54
		SP:Iteration 30Q (61431.550000 sec): 3 clusters
  Score: Raw -3734233.112449 + Penalty 4943.458463 = -3729289.653986
  nChanged 52
		SP:Iteration 31Q (61431.880000 sec): 3 clusters
  Score: Raw -3734251.446161 + Penalty 4943.458463 = -3729307.987698
  nChanged 57
		SP:Iteration 32Q (61432.210000 sec): 3 clusters
  Score: Raw -3734268.433920 + Penalty 4943.458463 = -3729324.975457
  nChanged 44
		SP:Iteration 33Q (61432.550000 sec): 3 clusters
  Score: Raw -3734281.455919 + Penalty 4943.458463 = -3729337.997456
  nChanged 38
		SP:Iteration 34Q (61432.880000 sec): 3 clusters
  Score: Raw -3734291.491639 + Penalty 4943.458463 = -3729348.033175
  nChanged 28
		SP:Iteration 35Q (61433.210000 sec): 3 clusters
  Score: Raw -3734298.186424 + Penalty 4943.458463 = -3729354.727961
  nChanged 22
		SP:Iteration 36Q (61433.540000 sec): 3 clusters
  Score: Raw -3734304.062884 + Penalty 4943.458463 = -3729360.604421
  nChanged 25
		SP:Iteration 37Q (61433.870000 sec): 3 clusters
  Score: Raw -3734311.298079 + Penalty 4943.458463 = -3729367.839615
  nChanged 30
		SP:Iteration 38Q (61434.200000 sec): 3 clusters
  Score: Raw -3734321.139688 + Penalty 4943.458463 = -3729377.681225
  nChanged 34
		SP:Iteration 39Q (61434.530000 sec): 3 clusters
  Score: Raw -3734335.288351 + Penalty 4943.458463 = -3729391.829888
  nChanged 36
		SP:Iteration 40F (61434.900000 sec): 3 clusters
  Score: Raw -3734346.707247 + Penalty 4943.458463 = -3729403.248784
  nChanged 41
		SP:Iteration 41Q (61435.230000 sec): 3 clusters
  Score: Raw -3734361.010774 + Penalty 4943.458463 = -3729417.552311
  nChanged 44
		SP:Iteration 42Q (61435.560000 sec): 3 clusters
  Score: Raw -3734376.904871 + Penalty 4943.458463 = -3729433.446408
  nChanged 47
		SP:Iteration 43Q (61435.890000 sec): 3 clusters
  Score: Raw -3734392.900828 + Penalty 4943.458463 = -3729449.442365
  nChanged 30
		SP:Iteration 44Q (61436.220000 sec): 3 clusters
  Score: Raw -3734404.118312 + Penalty 4943.458463 = -3729460.659848
  nChanged 31
		SP:Iteration 45Q (61436.560000 sec): 3 clusters
  Score: Raw -3734415.839215 + Penalty 4943.458463 = -3729472.380752
  nChanged 31
		SP:Iteration 46Q (61436.890000 sec): 3 clusters
  Score: Raw -3734427.152716 + Penalty 4943.458463 = -3729483.694253
  nChanged 29
		SP:Iteration 47Q (61437.220000 sec): 3 clusters
  Score: Raw -3734439.760600 + Penalty 4943.458463 = -3729496.302137
  nChanged 29
		SP:Iteration 48Q (61437.540000 sec): 3 clusters
  Score: Raw -3734449.342958 + Penalty 4943.458463 = -3729505.884494
  nChanged 27
		SP:Iteration 49Q (61437.880000 sec): 3 clusters
  Score: Raw -3734457.064118 + Penalty 4943.458463 = -3729513.605655
  nChanged 19
		SP:Iteration 50Q (61438.200000 sec): 3 clusters
  Score: Raw -3734461.935386 + Penalty 4943.458463 = -3729518.476923
  nChanged 13
		SP:Iteration 51Q (61438.530000 sec): 3 clusters
  Score: Raw -3734465.955536 + Penalty 4943.458463 = -3729522.497073
  nChanged 15
		SP:Iteration 52Q (61438.860000 sec): 3 clusters
  Score: Raw -3734471.123269 + Penalty 4943.458463 = -3729527.664805
  nChanged 13
		SP:Iteration 53Q (61439.190000 sec): 3 clusters
  Score: Raw -3734475.791038 + Penalty 4943.458463 = -3729532.332574
  nChanged 20
		SP:Iteration 54Q (61439.520000 sec): 3 clusters
  Score: Raw -3734483.387322 + Penalty 4943.458463 = -3729539.928859
  nChanged 16
		SP:Iteration 55Q (61439.840000 sec): 3 clusters
  Score: Raw -3734488.679851 + Penalty 4943.458463 = -3729545.221388
  nChanged 19
		SP:Iteration 56Q (61440.170000 sec): 3 clusters
  Score: Raw -3734493.286084 + Penalty 4943.458463 = -3729549.827620
  nChanged 15
		SP:Iteration 57Q (61440.500000 sec): 3 clusters
  Score: Raw -3734498.078826 + Penalty 4943.458463 = -3729554.620363
  nChanged 12
		SP:Iteration 58Q (61440.870000 sec): 3 clusters
  Score: Raw -3734501.308562 + Penalty 4943.458463 = -3729557.850098
  nChanged 9
		SP:Iteration 59Q (61441.160000 sec): 3 clusters
  Score: Raw -3734505.127311 + Penalty 4943.458463 = -3729561.668848
  nChanged 9
		SP:Iteration 60F (61441.530000 sec): 3 clusters
  Score: Raw -3734507.006737 + Penalty 4943.458463 = -3729563.548274
  nChanged 6
		SP:Iteration 61Q (61441.870000 sec): 3 clusters
  Score: Raw -3734508.430516 + Penalty 4943.458463 = -3729564.972052
  nChanged 5
		SP:Iteration 62Q (61442.210000 sec): 3 clusters
  Score: Raw -3734509.451709 + Penalty 4943.458463 = -3729565.993246
  nChanged 2
		SP:Iteration 63Q (61442.540000 sec): 3 clusters
  Score: Raw -3734509.929295 + Penalty 4943.458463 = -3729566.470832
  nChanged 2
		SP:Iteration 64Q (61442.860000 sec): 3 clusters
  Score: Raw -3734510.370267 + Penalty 4943.458463 = -3729566.911804
  nChanged 2
		SP:Iteration 65Q (61443.190000 sec): 3 clusters
  Score: Raw -3734510.887647 + Penalty 4943.458463 = -3729567.429183
  nChanged 5
		SP:Iteration 66Q (61443.530000 sec): 3 clusters
  Score: Raw -3734513.041997 + Penalty 4943.458463 = -3729569.583533
  nChanged 8
		SP:Iteration 67Q (61443.860000 sec): 3 clusters
  Score: Raw -3734515.467639 + Penalty 4943.458463 = -3729572.009176
  nChanged 7
		SP:Iteration 68Q (61444.190000 sec): 3 clusters
  Score: Raw -3734517.710309 + Penalty 4943.458463 = -3729574.251846
  nChanged 14
		SP:Iteration 69Q (61444.530000 sec): 3 clusters
  Score: Raw -3734521.307064 + Penalty 4943.458463 = -3729577.848601
  nChanged 13
		SP:Iteration 70Q (61444.860000 sec): 3 clusters
  Score: Raw -3734525.319019 + Penalty 4943.458463 = -3729581.860556
  nChanged 9
		SP:Iteration 71Q (61445.240000 sec): 3 clusters
  Score: Raw -3734528.001109 + Penalty 4943.458463 = -3729584.542646
  nChanged 10
		SP:Iteration 72Q (61445.570000 sec): 3 clusters
  Score: Raw -3734530.969637 + Penalty 4943.458463 = -3729587.511174
  nChanged 11
		SP:Iteration 73Q (61445.960000 sec): 3 clusters
  Score: Raw -3734534.081542 + Penalty 4943.458463 = -3729590.623079
  nChanged 7
		SP:Iteration 74Q (61446.300000 sec): 3 clusters
  Score: Raw -3734536.879704 + Penalty 4943.458463 = -3729593.421241
  nChanged 9
		SP:Iteration 75Q (61446.640000 sec): 3 clusters
  Score: Raw -3734539.807189 + Penalty 4943.458463 = -3729596.348726
  nChanged 6
		SP:Iteration 76Q (61446.970000 sec): 3 clusters
  Score: Raw -3734541.575819 + Penalty 4943.458463 = -3729598.117356
  nChanged 4
		SP:Iteration 77Q (61447.310000 sec): 3 clusters
  Score: Raw -3734542.468886 + Penalty 4943.458463 = -3729599.010423
  nChanged 2
		SP:Iteration 78Q (61447.640000 sec): 3 clusters
  Score: Raw -3734543.234382 + Penalty 4943.458463 = -3729599.775919
  nChanged 1
		SP:Iteration 79Q (61447.990000 sec): 3 clusters
  Score: Raw -3734543.530602 + Penalty 4943.458463 = -3729600.072138
  nChanged 2
		SP:Iteration 80F (61448.370000 sec): 3 clusters
  Score: Raw -3734544.030284 + Penalty 4943.458463 = -3729600.571821
  nChanged 1
		SP:Iteration 81Q (61448.710000 sec): 3 clusters
  Score: Raw -3734544.513220 + Penalty 4943.458463 = -3729601.054757
  nChanged 0
		SP:Iteration 82F (61449.090000 sec): 3 clusters
  Score: Raw -3734544.513220 + Penalty 4943.458463 = -3729601.054757
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 39 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61449.140000 sec): 2 clusters
  Score: Raw -20566.375424 + Penalty 1229.045110 = -19337.330314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61449.150000 sec): 3 clusters
  Score: Raw -20873.095304 + Penalty 2458.090221 = -18415.005084
  nChanged 9
		SP:Iteration 1F (61449.150000 sec): 3 clusters
  Score: Raw -20929.856831 + Penalty 2458.090221 = -18471.766610
  nChanged 2
		SP:Iteration 2Q (61449.160000 sec): 3 clusters
  Score: Raw -20942.377258 + Penalty 2458.090221 = -18484.287037
  nChanged 0
		SP:Iteration 3F (61449.170000 sec): 3 clusters
  Score: Raw -20942.377258 + Penalty 2458.090221 = -18484.287037
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 40 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61449.200000 sec): 2 clusters
  Score: Raw -66434.522386 + Penalty 1488.350890 = -64946.171496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61449.220000 sec): 3 clusters
  Score: Raw -66511.066078 + Penalty 2976.701779 = -63534.364298
  nChanged 61
		SP:Iteration 1F (61449.240000 sec): 3 clusters
  Score: Raw -66664.166035 + Penalty 2976.701779 = -63687.464256
  nChanged 11
		SP:Iteration 2Q (61449.270000 sec): 3 clusters
  Score: Raw -66694.207158 + Penalty 2976.701779 = -63717.505378
  nChanged 5
		SP:Iteration 3Q (61449.290000 sec): 3 clusters
  Score: Raw -66709.759615 + Penalty 2976.701779 = -63733.057835
  nChanged 2
		SP:Iteration 4Q (61449.310000 sec): 3 clusters
  Score: Raw -66715.427630 + Penalty 2976.701779 = -63738.725851
  nChanged 0
		SP:Iteration 5F (61449.330000 sec): 3 clusters
  Score: Raw -66715.427630 + Penalty 2976.701779 = -63738.725851
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 41 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61449.350000 sec): 2 clusters
  Score: Raw -34904.531740 + Penalty 1355.030288 = -33549.501452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61449.350000 sec): 3 clusters
  Score: Raw -35251.624686 + Penalty 2710.060575 = -32541.564111
  nChanged 25
		SP:Iteration 1F (61449.360000 sec): 3 clusters
  Score: Raw -35363.154148 + Penalty 2710.060575 = -32653.093573
  nChanged 6
		SP:Iteration 2Q (61449.370000 sec): 3 clusters
  Score: Raw -35400.529893 + Penalty 2710.060575 = -32690.469318
  nChanged 3
		SP:Iteration 3Q (61449.380000 sec): 3 clusters
  Score: Raw -35418.494996 + Penalty 2710.060575 = -32708.434420
  nChanged 3
		SP:Iteration 4Q (61449.390000 sec): 3 clusters
  Score: Raw -35465.688081 + Penalty 2710.060575 = -32755.627506
  nChanged 2
		SP:Iteration 5Q (61449.390000 sec): 3 clusters
  Score: Raw -35474.852751 + Penalty 2710.060575 = -32764.792176
  nChanged 3
		SP:Iteration 6Q (61449.400000 sec): 3 clusters
  Score: Raw -35482.112910 + Penalty 2710.060575 = -32772.052335
  nChanged 3
		SP:Iteration 7Q (61449.410000 sec): 3 clusters
  Score: Raw -35498.554980 + Penalty 2710.060575 = -32788.494404
  nChanged 2
		SP:Iteration 8Q (61449.420000 sec): 3 clusters
  Score: Raw -35512.242799 + Penalty 2710.060575 = -32802.182224
  nChanged 1
		SP:Iteration 9Q (61449.430000 sec): 3 clusters
  Score: Raw -35517.543903 + Penalty 2710.060575 = -32807.483327
  nChanged 3
		SP:Iteration 10Q (61449.430000 sec): 3 clusters
  Score: Raw -35528.969824 + Penalty 2710.060575 = -32818.909249
  nChanged 0
		SP:Iteration 11F (61449.440000 sec): 3 clusters
  Score: Raw -35528.969824 + Penalty 2710.060575 = -32818.909249
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 42 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61449.460000 sec): 2 clusters
  Score: Raw -41605.268508 + Penalty 1372.280593 = -40232.987915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61449.470000 sec): 3 clusters
  Score: Raw -41794.017657 + Penalty 2744.561186 = -39049.456471
  nChanged 20
		SP:Iteration 1F (61449.480000 sec): 3 clusters
  Score: Raw -41859.242843 + Penalty 2744.561186 = -39114.681656
  nChanged 7
		SP:Iteration 2Q (61449.490000 sec): 3 clusters
  Score: Raw -41895.570665 + Penalty 2744.561186 = -39151.009478
  nChanged 2
		SP:Iteration 3Q (61449.490000 sec): 3 clusters
  Score: Raw -41902.330543 + Penalty 2744.561186 = -39157.769357
  nChanged 1
		SP:Iteration 4Q (61449.500000 sec): 3 clusters
  Score: Raw -41910.000650 + Penalty 2744.561186 = -39165.439464
  nChanged 1
		SP:Iteration 5Q (61449.510000 sec): 3 clusters
  Score: Raw -41915.392485 + Penalty 2744.561186 = -39170.831298
  nChanged 0
		SP:Iteration 6F (61449.520000 sec): 3 clusters
  Score: Raw -41915.392485 + Penalty 2744.561186 = -39170.831298
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 43 (2239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61449.580000 sec): 2 clusters
  Score: Raw -369529.875632 + Penalty 1913.018585 = -367616.857047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61449.640000 sec): 3 clusters
  Score: Raw -368656.593462 + Penalty 3826.037170 = -364830.556292
  nChanged 746
		SP:Iteration 1F (61449.690000 sec): 3 clusters
  Score: Raw -369234.609688 + Penalty 3826.037170 = -365408.572518
  nChanged 201
		SP:Iteration 2F (61449.750000 sec): 3 clusters
  Score: Raw -369445.437428 + Penalty 3826.037170 = -365619.400258
  nChanged 141
		SP:Iteration 3F (61449.810000 sec): 3 clusters
  Score: Raw -369639.890942 + Penalty 3826.037170 = -365813.853772
  nChanged 119
		SP:Iteration 4F (61449.870000 sec): 3 clusters
  Score: Raw -369839.813679 + Penalty 3826.037170 = -366013.776509
  nChanged 126
		SP:Iteration 5F (61449.920000 sec): 3 clusters
  Score: Raw -370072.650967 + Penalty 3826.037170 = -366246.613797
  nChanged 109
		SP:Iteration 6Q (61449.980000 sec): 3 clusters
  Score: Raw -370249.965872 + Penalty 3826.037170 = -366423.928702
  nChanged 96
		SP:Iteration 7Q (61450.040000 sec): 3 clusters
  Score: Raw -370384.346459 + Penalty 3826.037170 = -366558.309289
  nChanged 87
		SP:Iteration 8Q (61450.090000 sec): 3 clusters
  Score: Raw -370506.841787 + Penalty 3826.037170 = -366680.804617
  nChanged 73
		SP:Iteration 9Q (61450.150000 sec): 3 clusters
  Score: Raw -370590.864181 + Penalty 3826.037170 = -366764.827011
  nChanged 65
		SP:Iteration 10Q (61450.210000 sec): 3 clusters
  Score: Raw -370675.988108 + Penalty 3826.037170 = -366849.950938
  nChanged 55
		SP:Iteration 11Q (61450.270000 sec): 3 clusters
  Score: Raw -370754.129838 + Penalty 3826.037170 = -366928.092668
  nChanged 41
		SP:Iteration 12Q (61450.320000 sec): 3 clusters
  Score: Raw -370792.402744 + Penalty 3826.037170 = -366966.365574
  nChanged 28
		SP:Iteration 13Q (61450.380000 sec): 3 clusters
  Score: Raw -370821.324612 + Penalty 3826.037170 = -366995.287442
  nChanged 23
		SP:Iteration 14Q (61450.430000 sec): 3 clusters
  Score: Raw -370837.395145 + Penalty 3826.037170 = -367011.357975
  nChanged 10
		SP:Iteration 15Q (61450.490000 sec): 3 clusters
  Score: Raw -370844.186731 + Penalty 3826.037170 = -367018.149561
  nChanged 10
		SP:Iteration 16Q (61450.550000 sec): 3 clusters
  Score: Raw -370848.864346 + Penalty 3826.037170 = -367022.827176
  nChanged 3
		SP:Iteration 17Q (61450.600000 sec): 3 clusters
  Score: Raw -370850.857212 + Penalty 3826.037170 = -367024.820042
  nChanged 3
		SP:Iteration 18Q (61450.660000 sec): 3 clusters
  Score: Raw -370853.159832 + Penalty 3826.037170 = -367027.122662
  nChanged 1
		SP:Iteration 19Q (61450.720000 sec): 3 clusters
  Score: Raw -370853.422251 + Penalty 3826.037170 = -367027.385081
  nChanged 2
		SP:Iteration 20F (61450.770000 sec): 3 clusters
  Score: Raw -370858.468310 + Penalty 3826.037170 = -367032.431140
  nChanged 3
		SP:Iteration 21Q (61450.830000 sec): 3 clusters
  Score: Raw -370863.126652 + Penalty 3826.037170 = -367037.089483
  nChanged 4
		SP:Iteration 22Q (61450.890000 sec): 3 clusters
  Score: Raw -370865.063194 + Penalty 3826.037170 = -367039.026024
  nChanged 2
		SP:Iteration 23Q (61450.950000 sec): 3 clusters
  Score: Raw -370866.307048 + Penalty 3826.037170 = -367040.269879
  nChanged 3
		SP:Iteration 24Q (61451.000000 sec): 3 clusters
  Score: Raw -370868.968945 + Penalty 3826.037170 = -367042.931775
  nChanged 2
		SP:Iteration 25Q (61451.060000 sec): 3 clusters
  Score: Raw -370869.546581 + Penalty 3826.037170 = -367043.509411
  nChanged 0
		SP:Iteration 26F (61451.110000 sec): 3 clusters
  Score: Raw -370869.546581 + Penalty 3826.037170 = -367043.509411
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 44 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61451.140000 sec): 2 clusters
  Score: Raw -23172.298606 + Penalty 1252.364290 = -21919.934316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61451.150000 sec): 3 clusters
  Score: Raw -23853.059065 + Penalty 2504.728580 = -21348.330485
  nChanged 10
		SP:Iteration 1F (61451.160000 sec): 3 clusters
  Score: Raw -23960.349400 + Penalty 2504.728580 = -21455.620820
  nChanged 5
		SP:Iteration 2Q (61451.170000 sec): 3 clusters
  Score: Raw -23993.236259 + Penalty 2504.728580 = -21488.507679
  nChanged 3
		SP:Iteration 3Q (61451.170000 sec): 3 clusters
  Score: Raw -24029.310878 + Penalty 2504.728580 = -21524.582299
  nChanged 2
		SP:Iteration 4Q (61451.180000 sec): 3 clusters
  Score: Raw -24046.015565 + Penalty 2504.728580 = -21541.286986
  nChanged 0
		SP:Iteration 5F (61451.190000 sec): 3 clusters
  Score: Raw -24046.015565 + Penalty 2504.728580 = -21541.286986
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 46 (1030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61451.230000 sec): 2 clusters
  Score: Raw -178287.005237 + Penalty 1720.453892 = -176566.551345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61451.270000 sec): 3 clusters
  Score: Raw -178020.298108 + Penalty 3440.907784 = -174579.390324
  nChanged 258
		SP:Iteration 1F (61451.300000 sec): 3 clusters
  Score: Raw -178302.923554 + Penalty 3440.907784 = -174862.015770
  nChanged 71
		SP:Iteration 2F (61451.330000 sec): 3 clusters
  Score: Raw -178398.559716 + Penalty 3440.907784 = -174957.651932
  nChanged 36
		SP:Iteration 3Q (61451.360000 sec): 3 clusters
  Score: Raw -178452.280683 + Penalty 3440.907784 = -175011.372899
  nChanged 20
		SP:Iteration 4Q (61451.390000 sec): 3 clusters
  Score: Raw -178481.504750 + Penalty 3440.907784 = -175040.596966
  nChanged 15
		SP:Iteration 5Q (61451.420000 sec): 3 clusters
  Score: Raw -178497.862195 + Penalty 3440.907784 = -175056.954411
  nChanged 5
		SP:Iteration 6Q (61451.450000 sec): 3 clusters
  Score: Raw -178502.157744 + Penalty 3440.907784 = -175061.249960
  nChanged 2
		SP:Iteration 7Q (61451.490000 sec): 3 clusters
  Score: Raw -178504.479123 + Penalty 3440.907784 = -175063.571339
  nChanged 2
		SP:Iteration 8Q (61451.520000 sec): 3 clusters
  Score: Raw -178507.701553 + Penalty 3440.907784 = -175066.793768
  nChanged 1
		SP:Iteration 9Q (61451.550000 sec): 3 clusters
  Score: Raw -178510.199014 + Penalty 3440.907784 = -175069.291229
  nChanged 2
		SP:Iteration 10Q (61451.580000 sec): 3 clusters
  Score: Raw -178512.239322 + Penalty 3440.907784 = -175071.331538
  nChanged 1
		SP:Iteration 11Q (61451.610000 sec): 3 clusters
  Score: Raw -178512.542243 + Penalty 3440.907784 = -175071.634459
  nChanged 1
		SP:Iteration 12Q (61451.640000 sec): 3 clusters
  Score: Raw -178513.401584 + Penalty 3440.907784 = -175072.493800
  nChanged 0
		SP:Iteration 13F (61451.670000 sec): 3 clusters
  Score: Raw -178513.401584 + Penalty 3440.907784 = -175072.493800
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 47 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61451.710000 sec): 2 clusters
  Score: Raw -80693.474151 + Penalty 1542.212830 = -79151.261321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61451.730000 sec): 3 clusters
  Score: Raw -80764.876638 + Penalty 3084.425659 = -77680.450978
  nChanged 104
		SP:Iteration 1F (61451.750000 sec): 3 clusters
  Score: Raw -80945.189274 + Penalty 3084.425659 = -77860.763614
  nChanged 25
		SP:Iteration 2Q (61451.770000 sec): 3 clusters
  Score: Raw -81018.368525 + Penalty 3084.425659 = -77933.942866
  nChanged 17
		SP:Iteration 3Q (61451.790000 sec): 3 clusters
  Score: Raw -81075.279860 + Penalty 3084.425659 = -77990.854201
  nChanged 8
		SP:Iteration 4Q (61451.820000 sec): 3 clusters
  Score: Raw -81091.797992 + Penalty 3084.425659 = -78007.372333
  nChanged 6
		SP:Iteration 5Q (61451.840000 sec): 3 clusters
  Score: Raw -81108.514487 + Penalty 3084.425659 = -78024.088827
  nChanged 5
		SP:Iteration 6Q (61451.860000 sec): 3 clusters
  Score: Raw -81120.455672 + Penalty 3084.425659 = -78036.030013
  nChanged 2
		SP:Iteration 7Q (61451.890000 sec): 3 clusters
  Score: Raw -81131.725279 + Penalty 3084.425659 = -78047.299620
  nChanged 1
		SP:Iteration 8Q (61451.910000 sec): 3 clusters
  Score: Raw -81134.746374 + Penalty 3084.425659 = -78050.320715
  nChanged 0
		SP:Iteration 9F (61451.930000 sec): 3 clusters
  Score: Raw -81134.746374 + Penalty 3084.425659 = -78050.320715
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 48 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61451.950000 sec): 2 clusters
  Score: Raw -24954.831584 + Penalty 1267.772972 = -23687.058612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61451.960000 sec): 3 clusters
  Score: Raw -25454.401693 + Penalty 2535.545943 = -22918.855750
  nChanged 21
		SP:Iteration 1F (61451.970000 sec): 3 clusters
  Score: Raw -25682.077801 + Penalty 2535.545943 = -23146.531858
  nChanged 15
		SP:Iteration 2F (61451.970000 sec): 3 clusters
  Score: Raw -25862.090064 + Penalty 2535.545943 = -23326.544121
  nChanged 2
		SP:Iteration 3Q (61451.980000 sec): 3 clusters
  Score: Raw -25902.644288 + Penalty 2535.545943 = -23367.098345
  nChanged 0
		SP:Iteration 4F (61451.990000 sec): 3 clusters
  Score: Raw -25902.644288 + Penalty 2535.545943 = -23367.098345
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 49 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61452.010000 sec): 2 clusters
  Score: Raw -32710.498023 + Penalty 1421.064746 = -31289.433277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61452.020000 sec): 3 clusters
  Score: Raw -32862.489892 + Penalty 2842.129492 = -30020.360400
  nChanged 38
		SP:Iteration 1F (61452.030000 sec): 3 clusters
  Score: Raw -32973.430445 + Penalty 2842.129492 = -30131.300952
  nChanged 10
		SP:Iteration 2Q (61452.050000 sec): 3 clusters
  Score: Raw -33020.997464 + Penalty 2842.129492 = -30178.867972
  nChanged 13
		SP:Iteration 3Q (61452.060000 sec): 3 clusters
  Score: Raw -33073.676116 + Penalty 2842.129492 = -30231.546624
  nChanged 10
		SP:Iteration 4Q (61452.070000 sec): 3 clusters
  Score: Raw -33100.789254 + Penalty 2842.129492 = -30258.659762
  nChanged 1
		SP:Iteration 5Q (61452.080000 sec): 3 clusters
  Score: Raw -33101.930915 + Penalty 2842.129492 = -30259.801423
  nChanged 1
		SP:Iteration 6Q (61452.090000 sec): 3 clusters
  Score: Raw -33103.917223 + Penalty 2842.129492 = -30261.787731
  nChanged 1
		SP:Iteration 7Q (61452.100000 sec): 3 clusters
  Score: Raw -33104.658821 + Penalty 2842.129492 = -30262.529329
  nChanged 0
		SP:Iteration 8F (61452.120000 sec): 3 clusters
  Score: Raw -33104.658821 + Penalty 2842.129492 = -30262.529329
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 50 (1569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61452.200000 sec): 2 clusters
  Score: Raw -271979.537272 + Penalty 1824.832051 = -270154.705221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61452.240000 sec): 3 clusters
  Score: Raw -271448.508828 + Penalty 3649.664101 = -267798.844726
  nChanged 463
		SP:Iteration 1F (61452.280000 sec): 3 clusters
  Score: Raw -271855.654608 + Penalty 3649.664101 = -268205.990507
  nChanged 136
		SP:Iteration 2F (61452.330000 sec): 3 clusters
  Score: Raw -272011.536490 + Penalty 3649.664101 = -268361.872388
  nChanged 77
		SP:Iteration 3Q (61452.370000 sec): 3 clusters
  Score: Raw -272115.068479 + Penalty 3649.664101 = -268465.404378
  nChanged 72
		SP:Iteration 4Q (61452.410000 sec): 3 clusters
  Score: Raw -272227.261957 + Penalty 3649.664101 = -268577.597856
  nChanged 60
		SP:Iteration 5Q (61452.450000 sec): 3 clusters
  Score: Raw -272307.096575 + Penalty 3649.664101 = -268657.432473
  nChanged 46
		SP:Iteration 6Q (61452.490000 sec): 3 clusters
  Score: Raw -272374.120108 + Penalty 3649.664101 = -268724.456007
  nChanged 44
		SP:Iteration 7Q (61452.530000 sec): 3 clusters
  Score: Raw -272442.447368 + Penalty 3649.664101 = -268792.783267
  nChanged 38
		SP:Iteration 8Q (61452.570000 sec): 3 clusters
  Score: Raw -272494.996737 + Penalty 3649.664101 = -268845.332635
  nChanged 35
		SP:Iteration 9Q (61452.730000 sec): 3 clusters
  Score: Raw -272538.334981 + Penalty 3649.664101 = -268888.670880
  nChanged 33
		SP:Iteration 10Q (61452.910000 sec): 3 clusters
  Score: Raw -272571.647971 + Penalty 3649.664101 = -268921.983870
  nChanged 19
		SP:Iteration 11Q (61453.080000 sec): 3 clusters
  Score: Raw -272589.223891 + Penalty 3649.664101 = -268939.559790
  nChanged 11
		SP:Iteration 12Q (61453.260000 sec): 3 clusters
  Score: Raw -272601.718708 + Penalty 3649.664101 = -268952.054607
  nChanged 16
		SP:Iteration 13Q (61453.430000 sec): 3 clusters
  Score: Raw -272621.998931 + Penalty 3649.664101 = -268972.334829
  nChanged 23
		SP:Iteration 14Q (61453.610000 sec): 3 clusters
  Score: Raw -272650.554105 + Penalty 3649.664101 = -269000.890003
  nChanged 16
		SP:Iteration 15Q (61453.790000 sec): 3 clusters
  Score: Raw -272670.923003 + Penalty 3649.664101 = -269021.258902
  nChanged 18
		SP:Iteration 16Q (61453.960000 sec): 3 clusters
  Score: Raw -272688.295485 + Penalty 3649.664101 = -269038.631384
  nChanged 18
		SP:Iteration 17Q (61454.140000 sec): 3 clusters
  Score: Raw -272710.087333 + Penalty 3649.664101 = -269060.423232
  nChanged 15
		SP:Iteration 18Q (61454.310000 sec): 3 clusters
  Score: Raw -272731.841568 + Penalty 3649.664101 = -269082.177466
  nChanged 17
		SP:Iteration 19Q (61454.490000 sec): 3 clusters
  Score: Raw -272763.324686 + Penalty 3649.664101 = -269113.660585
  nChanged 21
		SP:Iteration 20F (61454.670000 sec): 3 clusters
  Score: Raw -272793.537547 + Penalty 3649.664101 = -269143.873446
  nChanged 22
		SP:Iteration 21Q (61454.840000 sec): 3 clusters
  Score: Raw -272826.105141 + Penalty 3649.664101 = -269176.441039
  nChanged 16
		SP:Iteration 22Q (61455.020000 sec): 3 clusters
  Score: Raw -272841.797107 + Penalty 3649.664101 = -269192.133006
  nChanged 15
		SP:Iteration 23Q (61455.190000 sec): 3 clusters
  Score: Raw -272858.880540 + Penalty 3649.664101 = -269209.216439
  nChanged 14
		SP:Iteration 24Q (61455.370000 sec): 3 clusters
  Score: Raw -272876.283734 + Penalty 3649.664101 = -269226.619633
  nChanged 15
		SP:Iteration 25Q (61455.550000 sec): 3 clusters
  Score: Raw -272894.487046 + Penalty 3649.664101 = -269244.822944
  nChanged 19
		SP:Iteration 26Q (61455.720000 sec): 3 clusters
  Score: Raw -272919.733532 + Penalty 3649.664101 = -269270.069430
  nChanged 24
		SP:Iteration 27Q (61455.890000 sec): 3 clusters
  Score: Raw -272951.727730 + Penalty 3649.664101 = -269302.063629
  nChanged 23
		SP:Iteration 28Q (61456.070000 sec): 3 clusters
  Score: Raw -272986.171993 + Penalty 3649.664101 = -269336.507892
  nChanged 23
		SP:Iteration 29Q (61456.250000 sec): 3 clusters
  Score: Raw -273011.692499 + Penalty 3649.664101 = -269362.028398
  nChanged 12
		SP:Iteration 30Q (61456.420000 sec): 3 clusters
  Score: Raw -273023.348588 + Penalty 3649.664101 = -269373.684487
  nChanged 12
		SP:Iteration 31Q (61456.600000 sec): 3 clusters
  Score: Raw -273035.396252 + Penalty 3649.664101 = -269385.732151
  nChanged 13
		SP:Iteration 32Q (61456.770000 sec): 3 clusters
  Score: Raw -273049.835696 + Penalty 3649.664101 = -269400.171595
  nChanged 14
		SP:Iteration 33Q (61456.950000 sec): 3 clusters
  Score: Raw -273065.222993 + Penalty 3649.664101 = -269415.558892
  nChanged 11
		SP:Iteration 34Q (61457.130000 sec): 3 clusters
  Score: Raw -273079.036112 + Penalty 3649.664101 = -269429.372011
  nChanged 8
		SP:Iteration 35Q (61457.300000 sec): 3 clusters
  Score: Raw -273085.489705 + Penalty 3649.664101 = -269435.825604
  nChanged 4
		SP:Iteration 36Q (61457.480000 sec): 3 clusters
  Score: Raw -273087.578712 + Penalty 3649.664101 = -269437.914610
  nChanged 4
		SP:Iteration 37Q (61457.650000 sec): 3 clusters
  Score: Raw -273090.400334 + Penalty 3649.664101 = -269440.736232
  nChanged 3
		SP:Iteration 38Q (61457.830000 sec): 3 clusters
  Score: Raw -273091.719556 + Penalty 3649.664101 = -269442.055455
  nChanged 0
		SP:Iteration 39F (61458.010000 sec): 3 clusters
  Score: Raw -273091.719556 + Penalty 3649.664101 = -269442.055455
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 51 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61458.090000 sec): 2 clusters
  Score: Raw -35726.477212 + Penalty 1351.857536 = -34374.619675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61458.270000 sec): 3 clusters
  Score: Raw -35923.929693 + Penalty 2703.715073 = -33220.214620
  nChanged 22
		SP:Iteration 1F (61458.450000 sec): 3 clusters
  Score: Raw -36020.313114 + Penalty 2703.715073 = -33316.598041
  nChanged 6
		SP:Iteration 2Q (61458.620000 sec): 3 clusters
  Score: Raw -36059.804122 + Penalty 2703.715073 = -33356.089049
  nChanged 1
		SP:Iteration 3Q (61458.800000 sec): 3 clusters
  Score: Raw -36072.626280 + Penalty 2703.715073 = -33368.911207
  nChanged 2
		SP:Iteration 4Q (61458.970000 sec): 3 clusters
  Score: Raw -36090.851248 + Penalty 2703.715073 = -33387.136175
  nChanged 2
		SP:Iteration 5Q (61459.150000 sec): 3 clusters
  Score: Raw -36104.561480 + Penalty 2703.715073 = -33400.846407
  nChanged 2
		SP:Iteration 6Q (61459.330000 sec): 3 clusters
  Score: Raw -36110.680394 + Penalty 2703.715073 = -33406.965321
  nChanged 0
		SP:Iteration 7F (61459.500000 sec): 3 clusters
  Score: Raw -36110.680394 + Penalty 2703.715073 = -33406.965321
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 52 (398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61459.590000 sec): 2 clusters
  Score: Raw -54361.459472 + Penalty 1484.640097 = -52876.819375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61459.770000 sec): 3 clusters
  Score: Raw -54485.682913 + Penalty 2969.280195 = -51516.402718
  nChanged 60
		SP:Iteration 1F (61459.940000 sec): 3 clusters
  Score: Raw -54611.475942 + Penalty 2969.280195 = -51642.195747
  nChanged 14
		SP:Iteration 2Q (61460.120000 sec): 3 clusters
  Score: Raw -54640.998565 + Penalty 2969.280195 = -51671.718371
  nChanged 6
		SP:Iteration 3Q (61460.290000 sec): 3 clusters
  Score: Raw -54658.089565 + Penalty 2969.280195 = -51688.809370
  nChanged 3
		SP:Iteration 4Q (61460.470000 sec): 3 clusters
  Score: Raw -54666.842500 + Penalty 2969.280195 = -51697.562306
  nChanged 4
		SP:Iteration 5Q (61460.650000 sec): 3 clusters
  Score: Raw -54675.340242 + Penalty 2969.280195 = -51706.060047
  nChanged 1
		SP:Iteration 6Q (61460.820000 sec): 3 clusters
  Score: Raw -54676.980007 + Penalty 2969.280195 = -51707.699812
  nChanged 0
		SP:Iteration 7F (61461.000000 sec): 3 clusters
  Score: Raw -54676.980007 + Penalty 2969.280195 = -51707.699812
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 53 (786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61461.090000 sec): 2 clusters
  Score: Raw -129022.528712 + Penalty 1653.405285 = -127369.123428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61461.260000 sec): 3 clusters
  Score: Raw -128878.246199 + Penalty 3306.810569 = -125571.435630
  nChanged 177
		SP:Iteration 1F (61461.440000 sec): 3 clusters
  Score: Raw -129153.446439 + Penalty 3306.810569 = -125846.635870
  nChanged 50
		SP:Iteration 2F (61461.610000 sec): 3 clusters
  Score: Raw -129226.677993 + Penalty 3306.810569 = -125919.867424
  nChanged 21
		SP:Iteration 3Q (61461.790000 sec): 3 clusters
  Score: Raw -129258.905835 + Penalty 3306.810569 = -125952.095266
  nChanged 10
		SP:Iteration 4Q (61461.960000 sec): 3 clusters
  Score: Raw -129280.200616 + Penalty 3306.810569 = -125973.390047
  nChanged 7
		SP:Iteration 5Q (61462.140000 sec): 3 clusters
  Score: Raw -129289.748736 + Penalty 3306.810569 = -125982.938167
  nChanged 6
		SP:Iteration 6Q (61462.310000 sec): 3 clusters
  Score: Raw -129301.708573 + Penalty 3306.810569 = -125994.898004
  nChanged 6
		SP:Iteration 7Q (61462.490000 sec): 3 clusters
  Score: Raw -129309.899020 + Penalty 3306.810569 = -126003.088451
  nChanged 2
		SP:Iteration 8Q (61462.670000 sec): 3 clusters
  Score: Raw -129312.657913 + Penalty 3306.810569 = -126005.847344
  nChanged 2
		SP:Iteration 9Q (61462.840000 sec): 3 clusters
  Score: Raw -129314.529089 + Penalty 3306.810569 = -126007.718520
  nChanged 1
		SP:Iteration 10Q (61463.020000 sec): 3 clusters
  Score: Raw -129315.800714 + Penalty 3306.810569 = -126008.990145
  nChanged 0
		SP:Iteration 11F (61463.190000 sec): 3 clusters
  Score: Raw -129315.800714 + Penalty 3306.810569 = -126008.990145
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 54 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61463.280000 sec): 2 clusters
  Score: Raw -79964.904003 + Penalty 1561.225968 = -78403.678035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61463.460000 sec): 3 clusters
  Score: Raw -80006.969155 + Penalty 3122.451937 = -76884.517218
  nChanged 90
		SP:Iteration 1F (61463.630000 sec): 3 clusters
  Score: Raw -80198.863600 + Penalty 3122.451937 = -77076.411663
  nChanged 33
		SP:Iteration 2F (61463.810000 sec): 3 clusters
  Score: Raw -80299.107319 + Penalty 3122.451937 = -77176.655383
  nChanged 19
		SP:Iteration 3Q (61463.950000 sec): 3 clusters
  Score: Raw -80364.782498 + Penalty 3122.451937 = -77242.330561
  nChanged 10
		SP:Iteration 4Q (61463.960000 sec): 3 clusters
  Score: Raw -80397.531936 + Penalty 3122.451937 = -77275.079999
  nChanged 8
		SP:Iteration 5Q (61463.970000 sec): 3 clusters
  Score: Raw -80419.644874 + Penalty 3122.451937 = -77297.192937
  nChanged 4
		SP:Iteration 6Q (61463.990000 sec): 3 clusters
  Score: Raw -80431.713134 + Penalty 3122.451937 = -77309.261197
  nChanged 4
		SP:Iteration 7Q (61464.010000 sec): 3 clusters
  Score: Raw -80442.915681 + Penalty 3122.451937 = -77320.463745
  nChanged 3
		SP:Iteration 8Q (61464.030000 sec): 3 clusters
  Score: Raw -80448.102659 + Penalty 3122.451937 = -77325.650722
  nChanged 2
		SP:Iteration 9Q (61464.060000 sec): 3 clusters
  Score: Raw -80453.607763 + Penalty 3122.451937 = -77331.155827
  nChanged 3
		SP:Iteration 10Q (61464.080000 sec): 3 clusters
  Score: Raw -80463.898231 + Penalty 3122.451937 = -77341.446295
  nChanged 5
		SP:Iteration 11Q (61464.100000 sec): 3 clusters
  Score: Raw -80474.240716 + Penalty 3122.451937 = -77351.788780
  nChanged 2
		SP:Iteration 12Q (61464.130000 sec): 3 clusters
  Score: Raw -80476.668281 + Penalty 3122.451937 = -77354.216344
  nChanged 3
		SP:Iteration 13Q (61464.150000 sec): 3 clusters
  Score: Raw -80482.342044 + Penalty 3122.451937 = -77359.890108
  nChanged 2
		SP:Iteration 14Q (61464.170000 sec): 3 clusters
  Score: Raw -80492.599239 + Penalty 3122.451937 = -77370.147302
  nChanged 3
		SP:Iteration 15Q (61464.200000 sec): 3 clusters
  Score: Raw -80495.688533 + Penalty 3122.451937 = -77373.236597
  nChanged 0
		SP:Iteration 16F (61464.220000 sec): 3 clusters
  Score: Raw -80495.688533 + Penalty 3122.451937 = -77373.236597
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 55 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61464.240000 sec): 2 clusters
  Score: Raw -19523.024255 + Penalty 1263.250050 = -18259.774205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61464.250000 sec): 3 clusters
  Score: Raw -19988.021342 + Penalty 2526.500100 = -17461.521242
  nChanged 17
		SP:Iteration 1F (61464.250000 sec): 3 clusters
  Score: Raw -20090.330940 + Penalty 2526.500100 = -17563.830840
  nChanged 5
		SP:Iteration 2Q (61464.260000 sec): 3 clusters
  Score: Raw -20145.494045 + Penalty 2526.500100 = -17618.993945
  nChanged 2
		SP:Iteration 3Q (61464.270000 sec): 3 clusters
  Score: Raw -20158.133806 + Penalty 2526.500100 = -17631.633707
  nChanged 1
		SP:Iteration 4Q (61464.280000 sec): 3 clusters
  Score: Raw -20161.292895 + Penalty 2526.500100 = -17634.792796
  nChanged 2
		SP:Iteration 5Q (61464.290000 sec): 3 clusters
  Score: Raw -20172.743830 + Penalty 2526.500100 = -17646.243731
  nChanged 2
		SP:Iteration 6Q (61464.290000 sec): 3 clusters
  Score: Raw -20192.504560 + Penalty 2526.500100 = -17666.004461
  nChanged 2
		SP:Iteration 7Q (61464.300000 sec): 3 clusters
  Score: Raw -20215.988820 + Penalty 2526.500100 = -17689.488721
  nChanged 2
		SP:Iteration 8Q (61464.310000 sec): 3 clusters
  Score: Raw -20245.727847 + Penalty 2526.500100 = -17719.227747
  nChanged 0
		SP:Iteration 9F (61464.320000 sec): 3 clusters
  Score: Raw -20245.727847 + Penalty 2526.500100 = -17719.227747
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 56 (3771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61464.400000 sec): 2 clusters
  Score: Raw -664268.234374 + Penalty 2042.303683 = -662225.930690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61464.580000 sec): 3 clusters
  Score: Raw -662600.135565 + Penalty 4084.607367 = -658515.528198
  nChanged 1369
		SP:Iteration 1F (61464.750000 sec): 3 clusters
  Score: Raw -663534.337642 + Penalty 4084.607367 = -659449.730275
  nChanged 355
		SP:Iteration 2F (61464.920000 sec): 3 clusters
  Score: Raw -663871.597913 + Penalty 4084.607367 = -659786.990547
  nChanged 282
		SP:Iteration 3F (61465.100000 sec): 3 clusters
  Score: Raw -664183.784771 + Penalty 4084.607367 = -660099.177405
  nChanged 225
		SP:Iteration 4F (61465.270000 sec): 3 clusters
  Score: Raw -664419.107632 + Penalty 4084.607367 = -660334.500266
  nChanged 202
		SP:Iteration 5F (61465.440000 sec): 3 clusters
  Score: Raw -664623.945251 + Penalty 4084.607367 = -660539.337884
  nChanged 159
		SP:Iteration 6Q (61465.620000 sec): 3 clusters
  Score: Raw -664756.581418 + Penalty 4084.607367 = -660671.974051
  nChanged 97
		SP:Iteration 7Q (61465.760000 sec): 3 clusters
  Score: Raw -664825.927705 + Penalty 4084.607367 = -660741.320338
  nChanged 78
		SP:Iteration 8Q (61465.860000 sec): 3 clusters
  Score: Raw -664873.110830 + Penalty 4084.607367 = -660788.503464
  nChanged 48
		SP:Iteration 9Q (61465.950000 sec): 3 clusters
  Score: Raw -664904.461878 + Penalty 4084.607367 = -660819.854511
  nChanged 44
		SP:Iteration 10Q (61466.110000 sec): 3 clusters
  Score: Raw -664925.135817 + Penalty 4084.607367 = -660840.528451
  nChanged 28
		SP:Iteration 11Q (61466.290000 sec): 3 clusters
  Score: Raw -664940.133789 + Penalty 4084.607367 = -660855.526422
  nChanged 14
		SP:Iteration 12Q (61466.460000 sec): 3 clusters
  Score: Raw -664945.671112 + Penalty 4084.607367 = -660861.063745
  nChanged 8
		SP:Iteration 13Q (61466.630000 sec): 3 clusters
  Score: Raw -664949.125912 + Penalty 4084.607367 = -660864.518546
  nChanged 4
		SP:Iteration 14Q (61466.810000 sec): 3 clusters
  Score: Raw -664950.378403 + Penalty 4084.607367 = -660865.771037
  nChanged 2
		SP:Iteration 15Q (61466.980000 sec): 3 clusters
  Score: Raw -664951.039602 + Penalty 4084.607367 = -660866.432235
  nChanged 0
		SP:Iteration 16F (61467.160000 sec): 3 clusters
  Score: Raw -664951.039602 + Penalty 4084.607367 = -660866.432235
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 57 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61467.250000 sec): 2 clusters
  Score: Raw -116618.666013 + Penalty 1631.654301 = -114987.011712
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61467.420000 sec): 3 clusters
  Score: Raw -116554.475067 + Penalty 3263.308601 = -113291.166466
  nChanged 173
		SP:Iteration 1F (61467.600000 sec): 3 clusters
  Score: Raw -116857.780824 + Penalty 3263.308601 = -113594.472223
  nChanged 50
		SP:Iteration 2F (61467.780000 sec): 3 clusters
  Score: Raw -116981.306744 + Penalty 3263.308601 = -113717.998143
  nChanged 30
		SP:Iteration 3Q (61467.950000 sec): 3 clusters
  Score: Raw -117054.018420 + Penalty 3263.308601 = -113790.709819
  nChanged 18
		SP:Iteration 4Q (61468.120000 sec): 3 clusters
  Score: Raw -117087.001258 + Penalty 3263.308601 = -113823.692656
  nChanged 10
		SP:Iteration 5Q (61468.300000 sec): 3 clusters
  Score: Raw -117106.764958 + Penalty 3263.308601 = -113843.456357
  nChanged 10
		SP:Iteration 6Q (61468.490000 sec): 3 clusters
  Score: Raw -117119.749698 + Penalty 3263.308601 = -113856.441097
  nChanged 6
		SP:Iteration 7Q (61468.650000 sec): 3 clusters
  Score: Raw -117127.121472 + Penalty 3263.308601 = -113863.812871
  nChanged 2
		SP:Iteration 8Q (61468.830000 sec): 3 clusters
  Score: Raw -117129.398883 + Penalty 3263.308601 = -113866.090282
  nChanged 2
		SP:Iteration 9Q (61469.000000 sec): 3 clusters
  Score: Raw -117133.063385 + Penalty 3263.308601 = -113869.754784
  nChanged 4
		SP:Iteration 10Q (61469.180000 sec): 3 clusters
  Score: Raw -117140.811909 + Penalty 3263.308601 = -113877.503308
  nChanged 3
		SP:Iteration 11Q (61469.360000 sec): 3 clusters
  Score: Raw -117145.746576 + Penalty 3263.308601 = -113882.437975
  nChanged 1
		SP:Iteration 12Q (61469.530000 sec): 3 clusters
  Score: Raw -117146.144358 + Penalty 3263.308601 = -113882.835757
  nChanged 3
		SP:Iteration 13Q (61469.710000 sec): 3 clusters
  Score: Raw -117149.662650 + Penalty 3263.308601 = -113886.354049
  nChanged 1
		SP:Iteration 14Q (61469.880000 sec): 3 clusters
  Score: Raw -117150.236180 + Penalty 3263.308601 = -113886.927579
  nChanged 0
		SP:Iteration 15F (61470.060000 sec): 3 clusters
  Score: Raw -117150.236180 + Penalty 3263.308601 = -113886.927579
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 58 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61470.150000 sec): 2 clusters
  Score: Raw -21644.510683 + Penalty 1260.188283 = -20384.322400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61470.320000 sec): 3 clusters
  Score: Raw -21828.078418 + Penalty 2520.376565 = -19307.701853
  nChanged 8
		SP:Iteration 1Q (61470.500000 sec): 3 clusters
  Score: Raw -21871.034148 + Penalty 2520.376565 = -19350.657583
  nChanged 7
		SP:Iteration 2Q (61470.680000 sec): 3 clusters
  Score: Raw -21933.743477 + Penalty 2520.376565 = -19413.366912
  nChanged 1
		SP:Iteration 3Q (61470.850000 sec): 3 clusters
  Score: Raw -21941.117971 + Penalty 2520.376565 = -19420.741406
  nChanged 0
		SP:Iteration 4F (61471.030000 sec): 3 clusters
  Score: Raw -21941.117971 + Penalty 2520.376565 = -19420.741406
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 59 (477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61471.120000 sec): 2 clusters
  Score: Raw -56021.172645 + Penalty 1529.544090 = -54491.628555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61471.290000 sec): 3 clusters
  Score: Raw -56130.238271 + Penalty 3059.088179 = -53071.150092
  nChanged 89
		SP:Iteration 1F (61471.460000 sec): 3 clusters
  Score: Raw -56295.271781 + Penalty 3059.088179 = -53236.183602
  nChanged 31
		SP:Iteration 2F (61471.620000 sec): 3 clusters
  Score: Raw -56369.948885 + Penalty 3059.088179 = -53310.860706
  nChanged 24
		SP:Iteration 3F (61471.780000 sec): 3 clusters
  Score: Raw -56423.288599 + Penalty 3059.088179 = -53364.200420
  nChanged 15
		SP:Iteration 4Q (61471.940000 sec): 3 clusters
  Score: Raw -56516.286832 + Penalty 3059.088179 = -53457.198652
  nChanged 16
		SP:Iteration 5Q (61472.110000 sec): 3 clusters
  Score: Raw -56576.957998 + Penalty 3059.088179 = -53517.869818
  nChanged 8
		SP:Iteration 6Q (61472.270000 sec): 3 clusters
  Score: Raw -56596.285088 + Penalty 3059.088179 = -53537.196909
  nChanged 7
		SP:Iteration 7Q (61472.440000 sec): 3 clusters
  Score: Raw -56640.366561 + Penalty 3059.088179 = -53581.278382
  nChanged 15
		SP:Iteration 8Q (61472.640000 sec): 3 clusters
  Score: Raw -56687.435233 + Penalty 3059.088179 = -53628.347053
  nChanged 11
		SP:Iteration 9Q (61472.660000 sec): 3 clusters
  Score: Raw -56714.444839 + Penalty 3059.088179 = -53655.356660
  nChanged 6
		SP:Iteration 10Q (61472.680000 sec): 3 clusters
  Score: Raw -56741.344575 + Penalty 3059.088179 = -53682.256395
  nChanged 7
		SP:Iteration 11Q (61472.690000 sec): 3 clusters
  Score: Raw -56757.941338 + Penalty 3059.088179 = -53698.853159
  nChanged 6
		SP:Iteration 12Q (61472.710000 sec): 3 clusters
  Score: Raw -56775.364607 + Penalty 3059.088179 = -53716.276427
  nChanged 4
		SP:Iteration 13Q (61472.720000 sec): 3 clusters
  Score: Raw -56782.303002 + Penalty 3059.088179 = -53723.214823
  nChanged 2
		SP:Iteration 14Q (61472.740000 sec): 3 clusters
  Score: Raw -56802.512939 + Penalty 3059.088179 = -53743.424760
  nChanged 4
		SP:Iteration 15Q (61472.750000 sec): 3 clusters
  Score: Raw -56834.830668 + Penalty 3059.088179 = -53775.742489
  nChanged 1
		SP:Iteration 16Q (61472.770000 sec): 3 clusters
  Score: Raw -56844.372971 + Penalty 3059.088179 = -53785.284791
  nChanged 2
		SP:Iteration 17Q (61472.780000 sec): 3 clusters
  Score: Raw -56853.302128 + Penalty 3059.088179 = -53794.213948
  nChanged 0
		SP:Iteration 18F (61472.800000 sec): 3 clusters
  Score: Raw -56853.302128 + Penalty 3059.088179 = -53794.213948
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 60 (380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61472.840000 sec): 2 clusters
  Score: Raw -52807.309753 + Penalty 1473.162471 = -51334.147282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61472.850000 sec): 3 clusters
  Score: Raw -53093.688008 + Penalty 2946.324941 = -50147.363067
  nChanged 91
		SP:Iteration 1F (61472.860000 sec): 3 clusters
  Score: Raw -53447.554752 + Penalty 2946.324941 = -50501.229811
  nChanged 40
		SP:Iteration 2F (61472.880000 sec): 3 clusters
  Score: Raw -53715.233530 + Penalty 2946.324941 = -50768.908588
  nChanged 10
		SP:Iteration 3Q (61472.900000 sec): 3 clusters
  Score: Raw -53757.986386 + Penalty 2946.324941 = -50811.661444
  nChanged 1
		SP:Iteration 4Q (61472.910000 sec): 3 clusters
  Score: Raw -53760.780588 + Penalty 2946.324941 = -50814.455647
  nChanged 0
		SP:Iteration 5F (61472.930000 sec): 3 clusters
  Score: Raw -53760.780588 + Penalty 2946.324941 = -50814.455647
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 61 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61472.950000 sec): 2 clusters
  Score: Raw -25203.060369 + Penalty 1359.198453 = -23843.861916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61472.960000 sec): 3 clusters
  Score: Raw -25657.686942 + Penalty 2718.396906 = -22939.290036
  nChanged 55
		SP:Iteration 1F (61472.960000 sec): 3 clusters
  Score: Raw -26015.601621 + Penalty 2718.396906 = -23297.204715
  nChanged 18
		SP:Iteration 2F (61472.970000 sec): 3 clusters
  Score: Raw -26253.044180 + Penalty 2718.396906 = -23534.647274
  nChanged 9
		SP:Iteration 3Q (61472.980000 sec): 3 clusters
  Score: Raw -26384.878515 + Penalty 2718.396906 = -23666.481609
  nChanged 8
		SP:Iteration 4Q (61472.990000 sec): 3 clusters
  Score: Raw -26474.797977 + Penalty 2718.396906 = -23756.401071
  nChanged 2
		SP:Iteration 5Q (61473.000000 sec): 3 clusters
  Score: Raw -26490.871737 + Penalty 2718.396906 = -23772.474831
  nChanged 0
		SP:Iteration 6F (61473.000000 sec): 3 clusters
  Score: Raw -26490.871737 + Penalty 2718.396906 = -23772.474831
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 62 (911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61473.050000 sec): 2 clusters
  Score: Raw -149917.410196 + Penalty 1690.006639 = -148227.403557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61473.080000 sec): 3 clusters
  Score: Raw -149800.829707 + Penalty 3380.013277 = -146420.816430
  nChanged 249
		SP:Iteration 1F (61473.110000 sec): 3 clusters
  Score: Raw -150237.759726 + Penalty 3380.013277 = -146857.746449
  nChanged 99
		SP:Iteration 2F (61473.140000 sec): 3 clusters
  Score: Raw -150541.350992 + Penalty 3380.013277 = -147161.337715
  nChanged 85
		SP:Iteration 3F (61473.170000 sec): 3 clusters
  Score: Raw -150827.166285 + Penalty 3380.013277 = -147447.153008
  nChanged 59
		SP:Iteration 4F (61473.200000 sec): 3 clusters
  Score: Raw -151053.417571 + Penalty 3380.013277 = -147673.404294
  nChanged 37
		SP:Iteration 5Q (61473.230000 sec): 3 clusters
  Score: Raw -151190.237803 + Penalty 3380.013277 = -147810.224526
  nChanged 24
		SP:Iteration 6Q (61473.260000 sec): 3 clusters
  Score: Raw -151238.855923 + Penalty 3380.013277 = -147858.842646
  nChanged 15
		SP:Iteration 7Q (61473.290000 sec): 3 clusters
  Score: Raw -151265.014660 + Penalty 3380.013277 = -147885.001383
  nChanged 8
		SP:Iteration 8Q (61473.320000 sec): 3 clusters
  Score: Raw -151278.804721 + Penalty 3380.013277 = -147898.791444
  nChanged 6
		SP:Iteration 9Q (61473.350000 sec): 3 clusters
  Score: Raw -151285.907021 + Penalty 3380.013277 = -147905.893744
  nChanged 4
		SP:Iteration 10Q (61473.380000 sec): 3 clusters
  Score: Raw -151294.986884 + Penalty 3380.013277 = -147914.973607
  nChanged 6
		SP:Iteration 11Q (61473.410000 sec): 3 clusters
  Score: Raw -151308.780055 + Penalty 3380.013277 = -147928.766778
  nChanged 8
		SP:Iteration 12Q (61473.440000 sec): 3 clusters
  Score: Raw -151331.259111 + Penalty 3380.013277 = -147951.245834
  nChanged 7
		SP:Iteration 13Q (61473.470000 sec): 3 clusters
  Score: Raw -151346.177840 + Penalty 3380.013277 = -147966.164563
  nChanged 8
		SP:Iteration 14Q (61473.500000 sec): 3 clusters
  Score: Raw -151366.773346 + Penalty 3380.013277 = -147986.760069
  nChanged 8
		SP:Iteration 15Q (61473.530000 sec): 3 clusters
  Score: Raw -151387.569326 + Penalty 3380.013277 = -148007.556049
  nChanged 8
		SP:Iteration 16Q (61473.560000 sec): 3 clusters
  Score: Raw -151412.943210 + Penalty 3380.013277 = -148032.929933
  nChanged 11
		SP:Iteration 17Q (61473.590000 sec): 3 clusters
  Score: Raw -151438.816603 + Penalty 3380.013277 = -148058.803326
  nChanged 9
		SP:Iteration 18Q (61473.620000 sec): 3 clusters
  Score: Raw -151461.316550 + Penalty 3380.013277 = -148081.303273
  nChanged 6
		SP:Iteration 19Q (61473.650000 sec): 3 clusters
  Score: Raw -151475.304993 + Penalty 3380.013277 = -148095.291716
  nChanged 9
		SP:Iteration 20F (61473.680000 sec): 3 clusters
  Score: Raw -151496.234446 + Penalty 3380.013277 = -148116.221169
  nChanged 13
		SP:Iteration 21Q (61473.710000 sec): 3 clusters
  Score: Raw -151529.538843 + Penalty 3380.013277 = -148149.525566
  nChanged 9
		SP:Iteration 22Q (61473.740000 sec): 3 clusters
  Score: Raw -151549.010230 + Penalty 3380.013277 = -148168.996953
  nChanged 10
		SP:Iteration 23Q (61473.770000 sec): 3 clusters
  Score: Raw -151576.559537 + Penalty 3380.013277 = -148196.546260
  nChanged 11
		SP:Iteration 24Q (61473.800000 sec): 3 clusters
  Score: Raw -151609.733165 + Penalty 3380.013277 = -148229.719888
  nChanged 12
		SP:Iteration 25Q (61473.830000 sec): 3 clusters
  Score: Raw -151639.199695 + Penalty 3380.013277 = -148259.186418
  nChanged 10
		SP:Iteration 26Q (61473.860000 sec): 3 clusters
  Score: Raw -151659.839975 + Penalty 3380.013277 = -148279.826698
  nChanged 3
		SP:Iteration 27Q (61473.890000 sec): 3 clusters
  Score: Raw -151663.498613 + Penalty 3380.013277 = -148283.485335
  nChanged 2
		SP:Iteration 28Q (61473.920000 sec): 3 clusters
  Score: Raw -151665.804732 + Penalty 3380.013277 = -148285.791455
  nChanged 1
		SP:Iteration 29Q (61473.950000 sec): 3 clusters
  Score: Raw -151667.471364 + Penalty 3380.013277 = -148287.458087
  nChanged 3
		SP:Iteration 30Q (61473.980000 sec): 3 clusters
  Score: Raw -151672.427935 + Penalty 3380.013277 = -148292.414658
  nChanged 0
		SP:Iteration 31F (61474.010000 sec): 3 clusters
  Score: Raw -151672.427935 + Penalty 3380.013277 = -148292.414658
  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 3.87 GB.

 Trying to split cluster 63 (1450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61474.110000 sec): 2 clusters
  Score: Raw -245492.835882 + Penalty 1805.271071 = -243687.564810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61474.280000 sec): 3 clusters
  Score: Raw -245042.000831 + Penalty 3610.542142 = -241431.458688
  nChanged 424
		SP:Iteration 1F (61474.460000 sec): 3 clusters
  Score: Raw -245446.917688 + Penalty 3610.542142 = -241836.375546
  nChanged 109
		SP:Iteration 2F (61474.640000 sec): 3 clusters
  Score: Raw -245595.672197 + Penalty 3610.542142 = -241985.130055
  nChanged 92
		SP:Iteration 3F (61474.810000 sec): 3 clusters
  Score: Raw -245740.070521 + Penalty 3610.542142 = -242129.528378
  nChanged 57
		SP:Iteration 4Q (61474.990000 sec): 3 clusters
  Score: Raw -245831.916858 + Penalty 3610.542142 = -242221.374716
  nChanged 54
		SP:Iteration 5Q (61475.160000 sec): 3 clusters
  Score: Raw -245908.000025 + Penalty 3610.542142 = -242297.457883
  nChanged 34
		SP:Iteration 6Q (61475.340000 sec): 3 clusters
  Score: Raw -245951.159019 + Penalty 3610.542142 = -242340.616876
  nChanged 21
		SP:Iteration 7Q (61475.520000 sec): 3 clusters
  Score: Raw -245978.901030 + Penalty 3610.542142 = -242368.358887
  nChanged 20
		SP:Iteration 8Q (61475.690000 sec): 3 clusters
  Score: Raw -246004.030499 + Penalty 3610.542142 = -242393.488356
  nChanged 21
		SP:Iteration 9Q (61475.860000 sec): 3 clusters
  Score: Raw -246030.705905 + Penalty 3610.542142 = -242420.163763
  nChanged 17
		SP:Iteration 10Q (61475.900000 sec): 3 clusters
  Score: Raw -246051.004155 + Penalty 3610.542142 = -242440.462013
  nChanged 9
		SP:Iteration 11Q (61475.940000 sec): 3 clusters
  Score: Raw -246059.264690 + Penalty 3610.542142 = -242448.722548
  nChanged 5
		SP:Iteration 12Q (61475.980000 sec): 3 clusters
  Score: Raw -246065.739285 + Penalty 3610.542142 = -242455.197143
  nChanged 8
		SP:Iteration 13Q (61476.020000 sec): 3 clusters
  Score: Raw -246071.769146 + Penalty 3610.542142 = -242461.227003
  nChanged 4
		SP:Iteration 14Q (61476.060000 sec): 3 clusters
  Score: Raw -246076.345380 + Penalty 3610.542142 = -242465.803238
  nChanged 2
		SP:Iteration 15Q (61476.100000 sec): 3 clusters
  Score: Raw -246077.928988 + Penalty 3610.542142 = -242467.386846
  nChanged 2
		SP:Iteration 16Q (61476.140000 sec): 3 clusters
  Score: Raw -246080.188300 + Penalty 3610.542142 = -242469.646158
  nChanged 2
		SP:Iteration 17Q (61476.180000 sec): 3 clusters
  Score: Raw -246082.164932 + Penalty 3610.542142 = -242471.622790
  nChanged 3
		SP:Iteration 18Q (61476.230000 sec): 3 clusters
  Score: Raw -246083.880054 + Penalty 3610.542142 = -242473.337911
  nChanged 2
		SP:Iteration 19Q (61476.270000 sec): 3 clusters
  Score: Raw -246085.490645 + Penalty 3610.542142 = -242474.948502
  nChanged 2
		SP:Iteration 20F (61476.310000 sec): 3 clusters
  Score: Raw -246087.069568 + Penalty 3610.542142 = -242476.527426
  nChanged 2
		SP:Iteration 21Q (61476.350000 sec): 3 clusters
  Score: Raw -246087.895160 + Penalty 3610.542142 = -242477.353018
  nChanged 1
		SP:Iteration 22Q (61476.390000 sec): 3 clusters
  Score: Raw -246089.302936 + Penalty 3610.542142 = -242478.760793
  nChanged 1
		SP:Iteration 23Q (61476.430000 sec): 3 clusters
  Score: Raw -246090.003264 + Penalty 3610.542142 = -242479.461122
  nChanged 0
		SP:Iteration 24F (61476.470000 sec): 3 clusters
  Score: Raw -246090.003264 + Penalty 3610.542142 = -242479.461122
  nChanged 0
Deleting Class 45 (496 points): Lose 3110.179042 but Gain 3262.464713
Iteration 219Q (61555.330000 sec): 63 clusters
  Score: Raw -91484944.479307 + Penalty 202272.812225 = -91282671.667082
  nChanged 523
Iteration 220F (61673.070000 sec): 63 clusters
  Score: Raw -91486637.700914 + Penalty 202272.812225 = -91284364.888690
  nChanged 110
Iteration 221Q (61751.610000 sec): 63 clusters
  Score: Raw -91487503.528664 + Penalty 202272.812225 = -91285230.716439
  nChanged 52
Iteration 222Q (61829.590000 sec): 63 clusters
  Score: Raw -91487806.970525 + Penalty 202272.812225 = -91285534.158301
  nChanged 31
Iteration 223Q (61908.380000 sec): 63 clusters
  Score: Raw -91487950.133912 + Penalty 202272.812225 = -91285677.321688
  nChanged 25
Iteration 224Q (61985.690000 sec): 63 clusters
  Score: Raw -91488031.559242 + Penalty 202272.812225 = -91285758.747017
  nChanged 12
Iteration 225Q (62063.740000 sec): 63 clusters
  Score: Raw -91488109.284379 + Penalty 202272.812225 = -91285836.472155
  nChanged 10
Iteration 226Q (62142.220000 sec): 63 clusters
  Score: Raw -91488122.314944 + Penalty 202272.812225 = -91285849.502719
  nChanged 6
Iteration 227Q (62220.660000 sec): 63 clusters
  Score: Raw -91488150.345103 + Penalty 202272.812225 = -91285877.532878
  nChanged 5
Iteration 228Q (62298.430000 sec): 63 clusters
  Score: Raw -91488152.086041 + Penalty 202272.812225 = -91285879.273816
  nChanged 3
Iteration 229Q (62376.080000 sec): 63 clusters
  Score: Raw -91488152.128744 + Penalty 202272.812225 = -91285879.316519
  nChanged 0
Iteration 230F (62487.550000 sec): 63 clusters
  Score: Raw -91488563.456356 + Penalty 202272.812225 = -91286290.644132
  nChanged 22
Iteration 231Q (62564.300000 sec): 63 clusters
  Score: Raw -91488816.728942 + Penalty 202272.812225 = -91286543.916717
  nChanged 6
Iteration 232Q (62641.340000 sec): 63 clusters
  Score: Raw -91488944.160757 + Penalty 202272.812225 = -91286671.348532
  nChanged 6
Iteration 233Q (62717.800000 sec): 63 clusters
  Score: Raw -91489232.858226 + Penalty 202272.812225 = -91286960.046002
  nChanged 2
Iteration 234Q (62794.500000 sec): 63 clusters
  Score: Raw -91489990.136425 + Penalty 202272.812225 = -91287717.324200
  nChanged 3
Iteration 235Q (62871.350000 sec): 63 clusters
  Score: Raw -91490015.455759 + Penalty 202272.812225 = -91287742.643534
  nChanged 0
Iteration 236F (62990.240000 sec): 63 clusters
  Score: Raw -91490103.407094 + Penalty 202272.812225 = -91287830.594870
  nChanged 4
Iteration 237Q (63067.500000 sec): 63 clusters
  Score: Raw -91490193.701615 + Penalty 202272.812225 = -91287920.889390
  nChanged 1
Iteration 238Q (63145.520000 sec): 63 clusters
  Score: Raw -91490203.255993 + Penalty 202272.812225 = -91287930.443768
  nChanged 0
Iteration 239F (63259.310000 sec): 63 clusters
  Score: Raw -91490203.255993 + Penalty 202272.812225 = -91287930.443768
  nChanged 0
Compute initial score before splitting:   Score: Raw -91490203.255993 + Penalty 202272.812225 = -91287930.443768
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63259.320000 sec): 2 clusters
  Score: Raw -111511.046573 + Penalty 1587.675465 = -109923.371109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63259.510000 sec): 3 clusters
  Score: Raw -111465.737397 + Penalty 3175.350930 = -108290.386468
  nChanged 107
		SP:Iteration 1F (63259.670000 sec): 3 clusters
  Score: Raw -111701.123486 + Penalty 3175.350930 = -108525.772557
  nChanged 45
		SP:Iteration 2F (63259.850000 sec): 3 clusters
  Score: Raw -111803.901869 + Penalty 3175.350930 = -108628.550940
  nChanged 26
		SP:Iteration 3Q (63260.030000 sec): 3 clusters
  Score: Raw -111890.637929 + Penalty 3175.350930 = -108715.286999
  nChanged 25
		SP:Iteration 4Q (63260.200000 sec): 3 clusters
  Score: Raw -111947.603455 + Penalty 3175.350930 = -108772.252525
  nChanged 7
		SP:Iteration 5Q (63260.370000 sec): 3 clusters
  Score: Raw -111957.978042 + Penalty 3175.350930 = -108782.627112
  nChanged 5
		SP:Iteration 6Q (63260.550000 sec): 3 clusters
  Score: Raw -111964.388448 + Penalty 3175.350930 = -108789.037518
  nChanged 3
		SP:Iteration 7Q (63260.730000 sec): 3 clusters
  Score: Raw -111968.422591 + Penalty 3175.350930 = -108793.071661
  nChanged 4
		SP:Iteration 8Q (63260.900000 sec): 3 clusters
  Score: Raw -111976.335930 + Penalty 3175.350930 = -108800.985000
  nChanged 2
		SP:Iteration 9Q (63261.080000 sec): 3 clusters
  Score: Raw -111983.227280 + Penalty 3175.350930 = -108807.876350
  nChanged 4
		SP:Iteration 10Q (63261.250000 sec): 3 clusters
  Score: Raw -111992.540851 + Penalty 3175.350930 = -108817.189921
  nChanged 3
		SP:Iteration 11Q (63261.430000 sec): 3 clusters
  Score: Raw -111999.835025 + Penalty 3175.350930 = -108824.484095
  nChanged 4
		SP:Iteration 12Q (63261.610000 sec): 3 clusters
  Score: Raw -112007.908511 + Penalty 3175.350930 = -108832.557581
  nChanged 2
		SP:Iteration 13Q (63261.780000 sec): 3 clusters
  Score: Raw -112016.905625 + Penalty 3175.350930 = -108841.554695
  nChanged 3
		SP:Iteration 14Q (63261.960000 sec): 3 clusters
  Score: Raw -112022.423718 + Penalty 3175.350930 = -108847.072788
  nChanged 2
		SP:Iteration 15Q (63262.130000 sec): 3 clusters
  Score: Raw -112032.760375 + Penalty 3175.350930 = -108857.409446
  nChanged 2
		SP:Iteration 16Q (63262.310000 sec): 3 clusters
  Score: Raw -112039.495209 + Penalty 3175.350930 = -108864.144280
  nChanged 1
		SP:Iteration 17Q (63262.490000 sec): 3 clusters
  Score: Raw -112040.639931 + Penalty 3175.350930 = -108865.289002
  nChanged 0
		SP:Iteration 18F (63262.660000 sec): 3 clusters
  Score: Raw -112040.639931 + Penalty 3175.350930 = -108865.289002
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 2 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63262.750000 sec): 2 clusters
  Score: Raw -34232.392664 + Penalty 1395.650036 = -32836.742628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63262.930000 sec): 3 clusters
  Score: Raw -34447.252487 + Penalty 2791.300072 = -31655.952414
  nChanged 35
		SP:Iteration 1F (63263.100000 sec): 3 clusters
  Score: Raw -34581.159657 + Penalty 2791.300072 = -31789.859584
  nChanged 16
		SP:Iteration 2F (63263.280000 sec): 3 clusters
  Score: Raw -34634.877925 + Penalty 2791.300072 = -31843.577852
  nChanged 7
		SP:Iteration 3Q (63263.450000 sec): 3 clusters
  Score: Raw -34658.825321 + Penalty 2791.300072 = -31867.525249
  nChanged 8
		SP:Iteration 4Q (63263.630000 sec): 3 clusters
  Score: Raw -34673.651360 + Penalty 2791.300072 = -31882.351288
  nChanged 4
		SP:Iteration 5Q (63263.810000 sec): 3 clusters
  Score: Raw -34686.199310 + Penalty 2791.300072 = -31894.899237
  nChanged 2
		SP:Iteration 6Q (63263.980000 sec): 3 clusters
  Score: Raw -34693.582565 + Penalty 2791.300072 = -31902.282493
  nChanged 3
		SP:Iteration 7Q (63264.160000 sec): 3 clusters
  Score: Raw -34700.340360 + Penalty 2791.300072 = -31909.040287
  nChanged 3
		SP:Iteration 8Q (63264.330000 sec): 3 clusters
  Score: Raw -34714.289002 + Penalty 2791.300072 = -31922.988929
  nChanged 2
		SP:Iteration 9Q (63264.510000 sec): 3 clusters
  Score: Raw -34718.403212 + Penalty 2791.300072 = -31927.103140
  nChanged 2
		SP:Iteration 10Q (63264.690000 sec): 3 clusters
  Score: Raw -34720.630761 + Penalty 2791.300072 = -31929.330689
  nChanged 1
		SP:Iteration 11Q (63264.860000 sec): 3 clusters
  Score: Raw -34725.035605 + Penalty 2791.300072 = -31933.735533
  nChanged 2
		SP:Iteration 12Q (63265.040000 sec): 3 clusters
  Score: Raw -34729.864863 + Penalty 2791.300072 = -31938.564791
  nChanged 1
		SP:Iteration 13Q (63265.210000 sec): 3 clusters
  Score: Raw -34739.750396 + Penalty 2791.300072 = -31948.450323
  nChanged 1
		SP:Iteration 14Q (63265.390000 sec): 3 clusters
  Score: Raw -34745.789790 + Penalty 2791.300072 = -31954.489717
  nChanged 0
		SP:Iteration 15F (63265.570000 sec): 3 clusters
  Score: Raw -34745.789790 + Penalty 2791.300072 = -31954.489717
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 3 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63265.650000 sec): 2 clusters
  Score: Raw -39795.050187 + Penalty 1379.049044 = -38416.001142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63265.830000 sec): 3 clusters
  Score: Raw -39967.918373 + Penalty 2758.098089 = -37209.820284
  nChanged 31
		SP:Iteration 1F (63266.010000 sec): 3 clusters
  Score: Raw -40104.986943 + Penalty 2758.098089 = -37346.888854
  nChanged 10
		SP:Iteration 2Q (63266.180000 sec): 3 clusters
  Score: Raw -40153.667428 + Penalty 2758.098089 = -37395.569339
  nChanged 5
		SP:Iteration 3Q (63266.360000 sec): 3 clusters
  Score: Raw -40178.656567 + Penalty 2758.098089 = -37420.558478
  nChanged 0
		SP:Iteration 4F (63266.530000 sec): 3 clusters
  Score: Raw -40178.656567 + Penalty 2758.098089 = -37420.558478
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63266.620000 sec): 2 clusters
  Score: Raw -171657.408359 + Penalty 1717.303874 = -169940.104485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63266.800000 sec): 3 clusters
  Score: Raw -171394.881016 + Penalty 3434.607748 = -167960.273267
  nChanged 284
		SP:Iteration 1F (63266.970000 sec): 3 clusters
  Score: Raw -171758.485437 + Penalty 3434.607748 = -168323.877688
  nChanged 82
		SP:Iteration 2F (63267.150000 sec): 3 clusters
  Score: Raw -171878.014071 + Penalty 3434.607748 = -168443.406323
  nChanged 43
		SP:Iteration 3Q (63267.330000 sec): 3 clusters
  Score: Raw -171954.441619 + Penalty 3434.607748 = -168519.833871
  nChanged 33
		SP:Iteration 4Q (63267.500000 sec): 3 clusters
  Score: Raw -172017.426079 + Penalty 3434.607748 = -168582.818330
  nChanged 21
		SP:Iteration 5Q (63267.670000 sec): 3 clusters
  Score: Raw -172055.190836 + Penalty 3434.607748 = -168620.583087
  nChanged 15
		SP:Iteration 6Q (63267.850000 sec): 3 clusters
  Score: Raw -172072.375975 + Penalty 3434.607748 = -168637.768226
  nChanged 8
		SP:Iteration 7Q (63268.030000 sec): 3 clusters
  Score: Raw -172080.451073 + Penalty 3434.607748 = -168645.843324
  nChanged 5
		SP:Iteration 8Q (63268.200000 sec): 3 clusters
  Score: Raw -172088.498894 + Penalty 3434.607748 = -168653.891145
  nChanged 4
		SP:Iteration 9Q (63268.380000 sec): 3 clusters
  Score: Raw -172093.864414 + Penalty 3434.607748 = -168659.256665
  nChanged 4
		SP:Iteration 10Q (63268.550000 sec): 3 clusters
  Score: Raw -172097.012130 + Penalty 3434.607748 = -168662.404382
  nChanged 2
		SP:Iteration 11Q (63268.730000 sec): 3 clusters
  Score: Raw -172097.813056 + Penalty 3434.607748 = -168663.205307
  nChanged 2
		SP:Iteration 12Q (63268.910000 sec): 3 clusters
  Score: Raw -172105.737392 + Penalty 3434.607748 = -168671.129644
  nChanged 4
		SP:Iteration 13Q (63269.080000 sec): 3 clusters
  Score: Raw -172111.943143 + Penalty 3434.607748 = -168677.335394
  nChanged 3
		SP:Iteration 14Q (63269.260000 sec): 3 clusters
  Score: Raw -172116.743655 + Penalty 3434.607748 = -168682.135906
  nChanged 0
		SP:Iteration 15F (63269.430000 sec): 3 clusters
  Score: Raw -172116.743655 + Penalty 3434.607748 = -168682.135906
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 5 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63269.520000 sec): 2 clusters
  Score: Raw -38023.663419 + Penalty 1357.123127 = -36666.540292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63269.700000 sec): 3 clusters
  Score: Raw -38277.270971 + Penalty 2714.246254 = -35563.024717
  nChanged 37
		SP:Iteration 1F (63269.870000 sec): 3 clusters
  Score: Raw -38424.233463 + Penalty 2714.246254 = -35709.987209
  nChanged 12
		SP:Iteration 2F (63270.050000 sec): 3 clusters
  Score: Raw -38486.513100 + Penalty 2714.246254 = -35772.266846
  nChanged 4
		SP:Iteration 3Q (63270.230000 sec): 3 clusters
  Score: Raw -38499.308133 + Penalty 2714.246254 = -35785.061879
  nChanged 1
		SP:Iteration 4Q (63270.400000 sec): 3 clusters
  Score: Raw -38502.809908 + Penalty 2714.246254 = -35788.563654
  nChanged 3
		SP:Iteration 5Q (63270.580000 sec): 3 clusters
  Score: Raw -38512.595221 + Penalty 2714.246254 = -35798.348967
  nChanged 1
		SP:Iteration 6Q (63270.750000 sec): 3 clusters
  Score: Raw -38517.045632 + Penalty 2714.246254 = -35802.799378
  nChanged 1
		SP:Iteration 7Q (63270.930000 sec): 3 clusters
  Score: Raw -38521.380304 + Penalty 2714.246254 = -35807.134050
  nChanged 1
		SP:Iteration 8Q (63271.110000 sec): 3 clusters
  Score: Raw -38523.665925 + Penalty 2714.246254 = -35809.419671
  nChanged 2
		SP:Iteration 9Q (63271.280000 sec): 3 clusters
  Score: Raw -38557.479730 + Penalty 2714.246254 = -35843.233476
  nChanged 0
		SP:Iteration 10F (63271.460000 sec): 3 clusters
  Score: Raw -38557.479730 + Penalty 2714.246254 = -35843.233476
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 6 (421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63271.550000 sec): 2 clusters
  Score: Raw -68665.028106 + Penalty 1498.572943 = -67166.455163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63271.720000 sec): 3 clusters
  Score: Raw -68727.290604 + Penalty 2997.145886 = -65730.144718
  nChanged 79
		SP:Iteration 1F (63271.900000 sec): 3 clusters
  Score: Raw -68956.763891 + Penalty 2997.145886 = -65959.618005
  nChanged 28
		SP:Iteration 2F (63272.070000 sec): 3 clusters
  Score: Raw -69037.919370 + Penalty 2997.145886 = -66040.773485
  nChanged 10
		SP:Iteration 3Q (63272.250000 sec): 3 clusters
  Score: Raw -69069.662893 + Penalty 2997.145886 = -66072.517007
  nChanged 6
		SP:Iteration 4Q (63272.430000 sec): 3 clusters
  Score: Raw -69087.591959 + Penalty 2997.145886 = -66090.446073
  nChanged 5
		SP:Iteration 5Q (63272.600000 sec): 3 clusters
  Score: Raw -69108.222423 + Penalty 2997.145886 = -66111.076538
  nChanged 3
		SP:Iteration 6Q (63272.770000 sec): 3 clusters
  Score: Raw -69118.222738 + Penalty 2997.145886 = -66121.076852
  nChanged 2
		SP:Iteration 7Q (63272.950000 sec): 3 clusters
  Score: Raw -69135.666793 + Penalty 2997.145886 = -66138.520908
  nChanged 2
		SP:Iteration 8Q (63273.130000 sec): 3 clusters
  Score: Raw -69138.478993 + Penalty 2997.145886 = -66141.333107
  nChanged 0
		SP:Iteration 9F (63273.300000 sec): 3 clusters
  Score: Raw -69138.478993 + Penalty 2997.145886 = -66141.333107
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63273.390000 sec): 2 clusters
  Score: Raw -660244.541272 + Penalty 2040.521640 = -658204.019632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63273.570000 sec): 3 clusters
  Score: Raw -658517.779886 + Penalty 4081.043279 = -654436.736606
  nChanged 1385
		SP:Iteration 1F (63273.750000 sec): 3 clusters
  Score: Raw -659295.781207 + Penalty 4081.043279 = -655214.737928
  nChanged 242
		SP:Iteration 2F (63273.920000 sec): 3 clusters
  Score: Raw -659446.791613 + Penalty 4081.043279 = -655365.748334
  nChanged 150
		SP:Iteration 3Q (63274.090000 sec): 3 clusters
  Score: Raw -659523.388222 + Penalty 4081.043279 = -655442.344942
  nChanged 90
		SP:Iteration 4Q (63274.270000 sec): 3 clusters
  Score: Raw -659576.213714 + Penalty 4081.043279 = -655495.170435
  nChanged 93
		SP:Iteration 5Q (63274.440000 sec): 3 clusters
  Score: Raw -659625.099791 + Penalty 4081.043279 = -655544.056512
  nChanged 72
		SP:Iteration 6Q (63274.610000 sec): 3 clusters
  Score: Raw -659659.993231 + Penalty 4081.043279 = -655578.949952
  nChanged 61
		SP:Iteration 7Q (63274.790000 sec): 3 clusters
  Score: Raw -659688.738331 + Penalty 4081.043279 = -655607.695052
  nChanged 57
		SP:Iteration 8Q (63274.970000 sec): 3 clusters
  Score: Raw -659717.448163 + Penalty 4081.043279 = -655636.404884
  nChanged 48
		SP:Iteration 9Q (63275.140000 sec): 3 clusters
  Score: Raw -659742.165603 + Penalty 4081.043279 = -655661.122324
  nChanged 48
		SP:Iteration 10Q (63275.320000 sec): 3 clusters
  Score: Raw -659763.998114 + Penalty 4081.043279 = -655682.954835
  nChanged 42
		SP:Iteration 11Q (63275.490000 sec): 3 clusters
  Score: Raw -659785.722063 + Penalty 4081.043279 = -655704.678783
  nChanged 35
		SP:Iteration 12Q (63275.670000 sec): 3 clusters
  Score: Raw -659803.010959 + Penalty 4081.043279 = -655721.967680
  nChanged 40
		SP:Iteration 13Q (63275.840000 sec): 3 clusters
  Score: Raw -659824.352543 + Penalty 4081.043279 = -655743.309263
  nChanged 38
		SP:Iteration 14Q (63276.010000 sec): 3 clusters
  Score: Raw -659841.600970 + Penalty 4081.043279 = -655760.557690
  nChanged 25
		SP:Iteration 15Q (63276.190000 sec): 3 clusters
  Score: Raw -659851.553103 + Penalty 4081.043279 = -655770.509824
  nChanged 29
		SP:Iteration 16Q (63276.360000 sec): 3 clusters
  Score: Raw -659866.682758 + Penalty 4081.043279 = -655785.639479
  nChanged 33
		SP:Iteration 17Q (63276.540000 sec): 3 clusters
  Score: Raw -659881.363106 + Penalty 4081.043279 = -655800.319827
  nChanged 42
		SP:Iteration 18Q (63276.710000 sec): 3 clusters
  Score: Raw -659903.137482 + Penalty 4081.043279 = -655822.094203
  nChanged 44
		SP:Iteration 19Q (63276.880000 sec): 3 clusters
  Score: Raw -659924.413591 + Penalty 4081.043279 = -655843.370312
  nChanged 42
		SP:Iteration 20F (63277.050000 sec): 3 clusters
  Score: Raw -659944.628764 + Penalty 4081.043279 = -655863.585484
  nChanged 40
		SP:Iteration 21Q (63277.220000 sec): 3 clusters
  Score: Raw -659960.879251 + Penalty 4081.043279 = -655879.835971
  nChanged 34
		SP:Iteration 22Q (63277.400000 sec): 3 clusters
  Score: Raw -659974.233736 + Penalty 4081.043279 = -655893.190457
  nChanged 27
		SP:Iteration 23Q (63277.570000 sec): 3 clusters
  Score: Raw -659984.381244 + Penalty 4081.043279 = -655903.337965
  nChanged 27
		SP:Iteration 24Q (63277.750000 sec): 3 clusters
  Score: Raw -659996.632124 + Penalty 4081.043279 = -655915.588844
  nChanged 25
		SP:Iteration 25Q (63277.920000 sec): 3 clusters
  Score: Raw -660007.501531 + Penalty 4081.043279 = -655926.458252
  nChanged 22
		SP:Iteration 26Q (63278.090000 sec): 3 clusters
  Score: Raw -660017.049386 + Penalty 4081.043279 = -655936.006107
  nChanged 18
		SP:Iteration 27Q (63278.270000 sec): 3 clusters
  Score: Raw -660025.648486 + Penalty 4081.043279 = -655944.605207
  nChanged 16
		SP:Iteration 28Q (63278.440000 sec): 3 clusters
  Score: Raw -660033.946095 + Penalty 4081.043279 = -655952.902815
  nChanged 21
		SP:Iteration 29Q (63278.620000 sec): 3 clusters
  Score: Raw -660042.347491 + Penalty 4081.043279 = -655961.304211
  nChanged 14
		SP:Iteration 30Q (63278.790000 sec): 3 clusters
  Score: Raw -660046.959303 + Penalty 4081.043279 = -655965.916023
  nChanged 12
		SP:Iteration 31Q (63278.970000 sec): 3 clusters
  Score: Raw -660051.040358 + Penalty 4081.043279 = -655969.997078
  nChanged 8
		SP:Iteration 32Q (63279.140000 sec): 3 clusters
  Score: Raw -660054.622919 + Penalty 4081.043279 = -655973.579639
  nChanged 7
		SP:Iteration 33Q (63279.310000 sec): 3 clusters
  Score: Raw -660058.424759 + Penalty 4081.043279 = -655977.381479
  nChanged 8
		SP:Iteration 34Q (63279.490000 sec): 3 clusters
  Score: Raw -660064.634579 + Penalty 4081.043279 = -655983.591300
  nChanged 15
		SP:Iteration 35Q (63279.660000 sec): 3 clusters
  Score: Raw -660068.137471 + Penalty 4081.043279 = -655987.094192
  nChanged 5
		SP:Iteration 36Q (63279.840000 sec): 3 clusters
  Score: Raw -660069.448484 + Penalty 4081.043279 = -655988.405204
  nChanged 6
		SP:Iteration 37Q (63280.010000 sec): 3 clusters
  Score: Raw -660071.997416 + Penalty 4081.043279 = -655990.954137
  nChanged 7
		SP:Iteration 38Q (63280.190000 sec): 3 clusters
  Score: Raw -660075.984809 + Penalty 4081.043279 = -655994.941530
  nChanged 12
		SP:Iteration 39Q (63280.360000 sec): 3 clusters
  Score: Raw -660081.875681 + Penalty 4081.043279 = -656000.832401
  nChanged 10
		SP:Iteration 40F (63280.530000 sec): 3 clusters
  Score: Raw -660087.374445 + Penalty 4081.043279 = -656006.331166
  nChanged 12
		SP:Iteration 41Q (63280.710000 sec): 3 clusters
  Score: Raw -660093.712003 + Penalty 4081.043279 = -656012.668724
  nChanged 11
		SP:Iteration 42Q (63280.880000 sec): 3 clusters
  Score: Raw -660101.391968 + Penalty 4081.043279 = -656020.348689
  nChanged 14
		SP:Iteration 43Q (63280.970000 sec): 3 clusters
  Score: Raw -660107.772285 + Penalty 4081.043279 = -656026.729005
  nChanged 9
		SP:Iteration 44Q (63281.070000 sec): 3 clusters
  Score: Raw -660110.914270 + Penalty 4081.043279 = -656029.870990
  nChanged 6
		SP:Iteration 45Q (63281.280000 sec): 3 clusters
  Score: Raw -660113.011136 + Penalty 4081.043279 = -656031.967857
  nChanged 7
		SP:Iteration 46Q (63281.450000 sec): 3 clusters
  Score: Raw -660116.147384 + Penalty 4081.043279 = -656035.104104
  nChanged 10
		SP:Iteration 47Q (63281.630000 sec): 3 clusters
  Score: Raw -660119.676460 + Penalty 4081.043279 = -656038.633181
  nChanged 10
		SP:Iteration 48Q (63281.780000 sec): 3 clusters
  Score: Raw -660123.210214 + Penalty 4081.043279 = -656042.166934
  nChanged 7
		SP:Iteration 49Q (63281.950000 sec): 3 clusters
  Score: Raw -660126.229039 + Penalty 4081.043279 = -656045.185760
  nChanged 9
		SP:Iteration 50Q (63282.130000 sec): 3 clusters
  Score: Raw -660129.444143 + Penalty 4081.043279 = -656048.400863
  nChanged 6
		SP:Iteration 51Q (63282.300000 sec): 3 clusters
  Score: Raw -660131.825387 + Penalty 4081.043279 = -656050.782108
  nChanged 10
		SP:Iteration 52Q (63282.480000 sec): 3 clusters
  Score: Raw -660134.780606 + Penalty 4081.043279 = -656053.737326
  nChanged 6
		SP:Iteration 53Q (63282.650000 sec): 3 clusters
  Score: Raw -660137.181407 + Penalty 4081.043279 = -656056.138128
  nChanged 6
		SP:Iteration 54Q (63282.830000 sec): 3 clusters
  Score: Raw -660140.994510 + Penalty 4081.043279 = -656059.951231
  nChanged 12
		SP:Iteration 55Q (63283.000000 sec): 3 clusters
  Score: Raw -660147.346562 + Penalty 4081.043279 = -656066.303282
  nChanged 11
		SP:Iteration 56Q (63283.150000 sec): 3 clusters
  Score: Raw -660152.578768 + Penalty 4081.043279 = -656071.535488
  nChanged 9
		SP:Iteration 57Q (63283.350000 sec): 3 clusters
  Score: Raw -660157.318935 + Penalty 4081.043279 = -656076.275655
  nChanged 8
		SP:Iteration 58Q (63283.530000 sec): 3 clusters
  Score: Raw -660161.342107 + Penalty 4081.043279 = -656080.298827
  nChanged 11
		SP:Iteration 59Q (63283.670000 sec): 3 clusters
  Score: Raw -660166.605720 + Penalty 4081.043279 = -656085.562441
  nChanged 14
		SP:Iteration 60F (63283.840000 sec): 3 clusters
  Score: Raw -660172.684878 + Penalty 4081.043279 = -656091.641599
  nChanged 11
		SP:Iteration 61Q (63284.020000 sec): 3 clusters
  Score: Raw -660176.979785 + Penalty 4081.043279 = -656095.936506
  nChanged 15
		SP:Iteration 62Q (63284.190000 sec): 3 clusters
  Score: Raw -660183.453063 + Penalty 4081.043279 = -656102.409784
  nChanged 14
		SP:Iteration 63Q (63284.370000 sec): 3 clusters
  Score: Raw -660190.074407 + Penalty 4081.043279 = -656109.031128
  nChanged 10
		SP:Iteration 64Q (63284.540000 sec): 3 clusters
  Score: Raw -660194.804491 + Penalty 4081.043279 = -656113.761212
  nChanged 10
		SP:Iteration 65Q (63284.710000 sec): 3 clusters
  Score: Raw -660200.414040 + Penalty 4081.043279 = -656119.370760
  nChanged 18
		SP:Iteration 66Q (63284.890000 sec): 3 clusters
  Score: Raw -660208.313783 + Penalty 4081.043279 = -656127.270503
  nChanged 13
		SP:Iteration 67Q (63285.060000 sec): 3 clusters
  Score: Raw -660216.907609 + Penalty 4081.043279 = -656135.864330
  nChanged 18
		SP:Iteration 68Q (63285.240000 sec): 3 clusters
  Score: Raw -660226.084949 + Penalty 4081.043279 = -656145.041670
  nChanged 16
		SP:Iteration 69Q (63285.410000 sec): 3 clusters
  Score: Raw -660233.859631 + Penalty 4081.043279 = -656152.816352
  nChanged 14
		SP:Iteration 70Q (63285.590000 sec): 3 clusters
  Score: Raw -660241.754472 + Penalty 4081.043279 = -656160.711193
  nChanged 14
		SP:Iteration 71Q (63285.760000 sec): 3 clusters
  Score: Raw -660248.294152 + Penalty 4081.043279 = -656167.250872
  nChanged 11
		SP:Iteration 72Q (63285.930000 sec): 3 clusters
  Score: Raw -660253.189993 + Penalty 4081.043279 = -656172.146713
  nChanged 7
		SP:Iteration 73Q (63286.110000 sec): 3 clusters
  Score: Raw -660256.543412 + Penalty 4081.043279 = -656175.500133
  nChanged 9
		SP:Iteration 74Q (63286.280000 sec): 3 clusters
  Score: Raw -660262.153166 + Penalty 4081.043279 = -656181.109886
  nChanged 12
		SP:Iteration 75Q (63286.460000 sec): 3 clusters
  Score: Raw -660267.238872 + Penalty 4081.043279 = -656186.195593
  nChanged 13
		SP:Iteration 76Q (63286.630000 sec): 3 clusters
  Score: Raw -660274.515444 + Penalty 4081.043279 = -656193.472165
  nChanged 12
		SP:Iteration 77Q (63286.810000 sec): 3 clusters
  Score: Raw -660279.672853 + Penalty 4081.043279 = -656198.629574
  nChanged 16
		SP:Iteration 78Q (63286.980000 sec): 3 clusters
  Score: Raw -660285.639543 + Penalty 4081.043279 = -656204.596263
  nChanged 11
		SP:Iteration 79Q (63287.150000 sec): 3 clusters
  Score: Raw -660289.365169 + Penalty 4081.043279 = -656208.321889
  nChanged 8
		SP:Iteration 80F (63287.330000 sec): 3 clusters
  Score: Raw -660292.429481 + Penalty 4081.043279 = -656211.386201
  nChanged 5
		SP:Iteration 81Q (63287.500000 sec): 3 clusters
  Score: Raw -660295.805512 + Penalty 4081.043279 = -656214.762232
  nChanged 7
		SP:Iteration 82Q (63287.680000 sec): 3 clusters
  Score: Raw -660298.680672 + Penalty 4081.043279 = -656217.637392
  nChanged 6
		SP:Iteration 83Q (63287.850000 sec): 3 clusters
  Score: Raw -660300.581834 + Penalty 4081.043279 = -656219.538554
  nChanged 3
		SP:Iteration 84Q (63288.030000 sec): 3 clusters
  Score: Raw -660301.990121 + Penalty 4081.043279 = -656220.946841
  nChanged 2
		SP:Iteration 85Q (63288.200000 sec): 3 clusters
  Score: Raw -660302.508953 + Penalty 4081.043279 = -656221.465673
  nChanged 0
		SP:Iteration 86F (63288.370000 sec): 3 clusters
  Score: Raw -660302.508953 + Penalty 4081.043279 = -656221.465673
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 8 (95291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63289.120000 sec): 2 clusters
  Score: Raw -16977065.185343 + Penalty 2843.243280 = -16974221.942062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63290.150000 sec): 3 clusters
  Score: Raw -16916025.951525 + Penalty 5686.486561 = -16910339.464965
  nChanged 45060
		SP:Iteration 1F (63291.190000 sec): 3 clusters
  Score: Raw -16941962.167810 + Penalty 5686.486561 = -16936275.681249
  nChanged 3207
		SP:Iteration 2Q (63292.270000 sec): 3 clusters
  Score: Raw -16942827.848596 + Penalty 5686.486561 = -16937141.362036
  nChanged 3579
		SP:Iteration 3Q (63293.350000 sec): 3 clusters
  Score: Raw -16944038.893327 + Penalty 5686.486561 = -16938352.406766
  nChanged 4359
		SP:Iteration 4Q (63294.380000 sec): 3 clusters
  Score: Raw -16945977.302184 + Penalty 5686.486561 = -16940290.815623
  nChanged 5650
		SP:Iteration 5F (63295.370000 sec): 3 clusters
  Score: Raw -16949299.877875 + Penalty 5686.486561 = -16943613.391314
  nChanged 7396
		SP:Iteration 6F (63296.370000 sec): 3 clusters
  Score: Raw -16954894.389065 + Penalty 5686.486561 = -16949207.902504
  nChanged 8339
		SP:Iteration 7F (63297.380000 sec): 3 clusters
  Score: Raw -16962477.783940 + Penalty 5686.486561 = -16956791.297379
  nChanged 7228
		SP:Iteration 8F (63298.400000 sec): 3 clusters
  Score: Raw -16969488.092018 + Penalty 5686.486561 = -16963801.605457
  nChanged 4634
		SP:Iteration 9Q (63299.470000 sec): 3 clusters
  Score: Raw -16974016.116513 + Penalty 5686.486561 = -16968329.629953
  nChanged 2175
		SP:Iteration 10Q (63300.460000 sec): 3 clusters
  Score: Raw -16976074.632205 + Penalty 5686.486561 = -16970388.145645
  nChanged 816
		SP:Iteration 11Q (63301.410000 sec): 3 clusters
  Score: Raw -16976840.733255 + Penalty 5686.486561 = -16971154.246694
  nChanged 264
		SP:Iteration 12Q (63302.320000 sec): 3 clusters
  Score: Raw -16977103.533750 + Penalty 5686.486561 = -16971417.047189
  nChanged 99
		SP:Iteration 13Q (63303.220000 sec): 3 clusters
  Score: Raw -16977218.382681 + Penalty 5686.486561 = -16971531.896121
  nChanged 56
		SP:Iteration 14Q (63304.140000 sec): 3 clusters
  Score: Raw -16977288.892012 + Penalty 5686.486561 = -16971602.405451
  nChanged 36
		SP:Iteration 15Q (63305.000000 sec): 3 clusters
  Score: Raw -16977333.112628 + Penalty 5686.486561 = -16971646.626067
  nChanged 22
		SP:Iteration 16Q (63305.860000 sec): 3 clusters
  Score: Raw -16977362.930244 + Penalty 5686.486561 = -16971676.443683
  nChanged 16
		SP:Iteration 17Q (63306.730000 sec): 3 clusters
  Score: Raw -16977381.770981 + Penalty 5686.486561 = -16971695.284420
  nChanged 6
		SP:Iteration 18Q (63307.590000 sec): 3 clusters
  Score: Raw -16977390.458305 + Penalty 5686.486561 = -16971703.971744
  nChanged 3
		SP:Iteration 19Q (63308.450000 sec): 3 clusters
  Score: Raw -16977392.500720 + Penalty 5686.486561 = -16971706.014159
  nChanged 0
		SP:Iteration 20F (63309.460000 sec): 3 clusters
  Score: Raw -16977392.500720 + Penalty 5686.486561 = -16971706.014159
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (20189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63309.660000 sec): 2 clusters
  Score: Raw -3475004.029218 + Penalty 2458.397509 = -3472545.631709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63310.000000 sec): 3 clusters
  Score: Raw -3463174.122638 + Penalty 4916.795018 = -3458257.327620
  nChanged 8961
		SP:Iteration 1F (63310.340000 sec): 3 clusters
  Score: Raw -3468144.060458 + Penalty 4916.795018 = -3463227.265441
  nChanged 1099
		SP:Iteration 2F (63310.680000 sec): 3 clusters
  Score: Raw -3468599.040967 + Penalty 4916.795018 = -3463682.245950
  nChanged 974
		SP:Iteration 3Q (63311.030000 sec): 3 clusters
  Score: Raw -3469014.420412 + Penalty 4916.795018 = -3464097.625394
  nChanged 934
		SP:Iteration 4Q (63311.370000 sec): 3 clusters
  Score: Raw -3469467.244483 + Penalty 4916.795018 = -3464550.449465
  nChanged 1001
		SP:Iteration 5Q (63311.720000 sec): 3 clusters
  Score: Raw -3470118.189751 + Penalty 4916.795018 = -3465201.394733
  nChanged 1159
		SP:Iteration 6F (63312.060000 sec): 3 clusters
  Score: Raw -3471096.268504 + Penalty 4916.795018 = -3466179.473487
  nChanged 1366
		SP:Iteration 7F (63312.410000 sec): 3 clusters
  Score: Raw -3472349.949413 + Penalty 4916.795018 = -3467433.154395
  nChanged 1399
		SP:Iteration 8F (63312.760000 sec): 3 clusters
  Score: Raw -3473530.290360 + Penalty 4916.795018 = -3468613.495342
  nChanged 1225
		SP:Iteration 9F (63313.100000 sec): 3 clusters
  Score: Raw -3474418.057892 + Penalty 4916.795018 = -3469501.262874
  nChanged 949
		SP:Iteration 10Q (63313.450000 sec): 3 clusters
  Score: Raw -3474937.073036 + Penalty 4916.795018 = -3470020.278018
  nChanged 703
		SP:Iteration 11Q (63313.800000 sec): 3 clusters
  Score: Raw -3475237.688455 + Penalty 4916.795018 = -3470320.893438
  nChanged 529
		SP:Iteration 12Q (63314.140000 sec): 3 clusters
  Score: Raw -3475409.835879 + Penalty 4916.795018 = -3470493.040862
  nChanged 366
		SP:Iteration 13Q (63314.490000 sec): 3 clusters
  Score: Raw -3475518.540631 + Penalty 4916.795018 = -3470601.745613
  nChanged 269
		SP:Iteration 14Q (63314.840000 sec): 3 clusters
  Score: Raw -3475589.659434 + Penalty 4916.795018 = -3470672.864416
  nChanged 223
		SP:Iteration 15Q (63315.180000 sec): 3 clusters
  Score: Raw -3475649.576155 + Penalty 4916.795018 = -3470732.781138
  nChanged 218
		SP:Iteration 16Q (63315.530000 sec): 3 clusters
  Score: Raw -3475706.719901 + Penalty 4916.795018 = -3470789.924883
  nChanged 182
		SP:Iteration 17Q (63315.880000 sec): 3 clusters
  Score: Raw -3475748.512513 + Penalty 4916.795018 = -3470831.717495
  nChanged 177
		SP:Iteration 18Q (63316.230000 sec): 3 clusters
  Score: Raw -3475792.039423 + Penalty 4916.795018 = -3470875.244405
  nChanged 170
		SP:Iteration 19Q (63316.580000 sec): 3 clusters
  Score: Raw -3475825.547725 + Penalty 4916.795018 = -3470908.752708
  nChanged 151
		SP:Iteration 20F (63316.920000 sec): 3 clusters
  Score: Raw -3475854.975777 + Penalty 4916.795018 = -3470938.180759
  nChanged 144
		SP:Iteration 21Q (63317.270000 sec): 3 clusters
  Score: Raw -3475883.824576 + Penalty 4916.795018 = -3470967.029558
  nChanged 151
		SP:Iteration 22Q (63317.620000 sec): 3 clusters
  Score: Raw -3475916.656635 + Penalty 4916.795018 = -3470999.861618
  nChanged 155
		SP:Iteration 23Q (63317.960000 sec): 3 clusters
  Score: Raw -3475951.452115 + Penalty 4916.795018 = -3471034.657098
  nChanged 150
		SP:Iteration 24Q (63318.310000 sec): 3 clusters
  Score: Raw -3475978.480420 + Penalty 4916.795018 = -3471061.685403
  nChanged 123
		SP:Iteration 25Q (63318.660000 sec): 3 clusters
  Score: Raw -3475997.988738 + Penalty 4916.795018 = -3471081.193720
  nChanged 127
		SP:Iteration 26Q (63319.010000 sec): 3 clusters
  Score: Raw -3476019.162696 + Penalty 4916.795018 = -3471102.367679
  nChanged 126
		SP:Iteration 27Q (63319.350000 sec): 3 clusters
  Score: Raw -3476040.509230 + Penalty 4916.795018 = -3471123.714213
  nChanged 146
		SP:Iteration 28Q (63319.700000 sec): 3 clusters
  Score: Raw -3476066.491464 + Penalty 4916.795018 = -3471149.696446
  nChanged 142
		SP:Iteration 29Q (63320.090000 sec): 3 clusters
  Score: Raw -3476091.962506 + Penalty 4916.795018 = -3471175.167489
  nChanged 155
		SP:Iteration 30Q (63320.440000 sec): 3 clusters
  Score: Raw -3476121.293540 + Penalty 4916.795018 = -3471204.498522
  nChanged 163
		SP:Iteration 31Q (63320.790000 sec): 3 clusters
  Score: Raw -3476153.404770 + Penalty 4916.795018 = -3471236.609752
  nChanged 188
		SP:Iteration 32Q (63321.140000 sec): 3 clusters
  Score: Raw -3476192.031491 + Penalty 4916.795018 = -3471275.236473
  nChanged 179
		SP:Iteration 33Q (63321.480000 sec): 3 clusters
  Score: Raw -3476231.073396 + Penalty 4916.795018 = -3471314.278378
  nChanged 188
		SP:Iteration 34Q (63321.830000 sec): 3 clusters
  Score: Raw -3476270.083977 + Penalty 4916.795018 = -3471353.288960
  nChanged 180
		SP:Iteration 35Q (63322.180000 sec): 3 clusters
  Score: Raw -3476307.444581 + Penalty 4916.795018 = -3471390.649563
  nChanged 213
		SP:Iteration 36Q (63322.530000 sec): 3 clusters
  Score: Raw -3476348.925927 + Penalty 4916.795018 = -3471432.130909
  nChanged 202
		SP:Iteration 37Q (63322.880000 sec): 3 clusters
  Score: Raw -3476390.563078 + Penalty 4916.795018 = -3471473.768061
  nChanged 197
		SP:Iteration 38Q (63323.220000 sec): 3 clusters
  Score: Raw -3476430.550815 + Penalty 4916.795018 = -3471513.755798
  nChanged 203
		SP:Iteration 39Q (63323.570000 sec): 3 clusters
  Score: Raw -3476476.903280 + Penalty 4916.795018 = -3471560.108262
  nChanged 231
		SP:Iteration 40F (63323.920000 sec): 3 clusters
  Score: Raw -3476528.111147 + Penalty 4916.795018 = -3471611.316129
  nChanged 188
		SP:Iteration 41Q (63324.270000 sec): 3 clusters
  Score: Raw -3476564.535625 + Penalty 4916.795018 = -3471647.740608
  nChanged 179
		SP:Iteration 42Q (63324.620000 sec): 3 clusters
  Score: Raw -3476600.779339 + Penalty 4916.795018 = -3471683.984321
  nChanged 170
		SP:Iteration 43Q (63324.960000 sec): 3 clusters
  Score: Raw -3476635.243855 + Penalty 4916.795018 = -3471718.448837
  nChanged 163
		SP:Iteration 44Q (63325.310000 sec): 3 clusters
  Score: Raw -3476665.517300 + Penalty 4916.795018 = -3471748.722282
  nChanged 133
		SP:Iteration 45Q (63325.660000 sec): 3 clusters
  Score: Raw -3476686.755230 + Penalty 4916.795018 = -3471769.960213
  nChanged 116
		SP:Iteration 46Q (63326.010000 sec): 3 clusters
  Score: Raw -3476706.843291 + Penalty 4916.795018 = -3471790.048273
  nChanged 112
		SP:Iteration 47Q (63326.400000 sec): 3 clusters
  Score: Raw -3476723.129814 + Penalty 4916.795018 = -3471806.334796
  nChanged 91
		SP:Iteration 48Q (63326.750000 sec): 3 clusters
  Score: Raw -3476736.306183 + Penalty 4916.795018 = -3471819.511166
  nChanged 92
		SP:Iteration 49Q (63327.100000 sec): 3 clusters
  Score: Raw -3476748.290113 + Penalty 4916.795018 = -3471831.495095
  nChanged 82
		SP:Iteration 50Q (63327.450000 sec): 3 clusters
  Score: Raw -3476758.099773 + Penalty 4916.795018 = -3471841.304755
  nChanged 71
		SP:Iteration 51Q (63327.800000 sec): 3 clusters
  Score: Raw -3476766.391015 + Penalty 4916.795018 = -3471849.595997
  nChanged 74
		SP:Iteration 52Q (63328.190000 sec): 3 clusters
  Score: Raw -3476775.605611 + Penalty 4916.795018 = -3471858.810593
  nChanged 73
		SP:Iteration 53Q (63328.540000 sec): 3 clusters
  Score: Raw -3476783.923513 + Penalty 4916.795018 = -3471867.128496
  nChanged 67
		SP:Iteration 54Q (63328.870000 sec): 3 clusters
  Score: Raw -3476791.504551 + Penalty 4916.795018 = -3471874.709533
  nChanged 63
		SP:Iteration 55Q (63329.220000 sec): 3 clusters
  Score: Raw -3476799.214917 + Penalty 4916.795018 = -3471882.419900
  nChanged 60
		SP:Iteration 56Q (63329.570000 sec): 3 clusters
  Score: Raw -3476806.441894 + Penalty 4916.795018 = -3471889.646877
  nChanged 52
		SP:Iteration 57Q (63329.920000 sec): 3 clusters
  Score: Raw -3476812.544863 + Penalty 4916.795018 = -3471895.749845
  nChanged 54
		SP:Iteration 58Q (63330.260000 sec): 3 clusters
  Score: Raw -3476818.700321 + Penalty 4916.795018 = -3471901.905303
  nChanged 43
		SP:Iteration 59Q (63330.610000 sec): 3 clusters
  Score: Raw -3476823.845528 + Penalty 4916.795018 = -3471907.050510
  nChanged 46
		SP:Iteration 60F (63330.960000 sec): 3 clusters
  Score: Raw -3476829.298483 + Penalty 4916.795018 = -3471912.503466
  nChanged 42
		SP:Iteration 61Q (63331.310000 sec): 3 clusters
  Score: Raw -3476834.681853 + Penalty 4916.795018 = -3471917.886836
  nChanged 44
		SP:Iteration 62Q (63331.660000 sec): 3 clusters
  Score: Raw -3476839.948213 + Penalty 4916.795018 = -3471923.153195
  nChanged 39
		SP:Iteration 63Q (63332.010000 sec): 3 clusters
  Score: Raw -3476844.438767 + Penalty 4916.795018 = -3471927.643750
  nChanged 35
		SP:Iteration 64Q (63332.360000 sec): 3 clusters
  Score: Raw -3476848.418500 + Penalty 4916.795018 = -3471931.623482
  nChanged 31
		SP:Iteration 65Q (63332.700000 sec): 3 clusters
  Score: Raw -3476852.170690 + Penalty 4916.795018 = -3471935.375673
  nChanged 33
		SP:Iteration 66Q (63333.060000 sec): 3 clusters
  Score: Raw -3476856.254764 + Penalty 4916.795018 = -3471939.459746
  nChanged 33
		SP:Iteration 67Q (63333.410000 sec): 3 clusters
  Score: Raw -3476860.449561 + Penalty 4916.795018 = -3471943.654544
  nChanged 38
		SP:Iteration 68Q (63333.760000 sec): 3 clusters
  Score: Raw -3476865.635477 + Penalty 4916.795018 = -3471948.840459
  nChanged 33
		SP:Iteration 69Q (63334.100000 sec): 3 clusters
  Score: Raw -3476869.333628 + Penalty 4916.795018 = -3471952.538610
  nChanged 28
		SP:Iteration 70Q (63334.460000 sec): 3 clusters
  Score: Raw -3476871.937624 + Penalty 4916.795018 = -3471955.142606
  nChanged 13
		SP:Iteration 71Q (63334.800000 sec): 3 clusters
  Score: Raw -3476873.319747 + Penalty 4916.795018 = -3471956.524730
  nChanged 13
		SP:Iteration 72Q (63335.150000 sec): 3 clusters
  Score: Raw -3476874.311833 + Penalty 4916.795018 = -3471957.516815
  nChanged 12
		SP:Iteration 73Q (63335.500000 sec): 3 clusters
  Score: Raw -3476875.235939 + Penalty 4916.795018 = -3471958.440921
  nChanged 11
		SP:Iteration 74Q (63335.850000 sec): 3 clusters
  Score: Raw -3476876.229979 + Penalty 4916.795018 = -3471959.434961
  nChanged 8
		SP:Iteration 75Q (63336.200000 sec): 3 clusters
  Score: Raw -3476876.872127 + Penalty 4916.795018 = -3471960.077109
  nChanged 7
		SP:Iteration 76Q (63336.550000 sec): 3 clusters
  Score: Raw -3476877.548833 + Penalty 4916.795018 = -3471960.753815
  nChanged 6
		SP:Iteration 77Q (63336.900000 sec): 3 clusters
  Score: Raw -3476878.147854 + Penalty 4916.795018 = -3471961.352837
  nChanged 10
		SP:Iteration 78Q (63337.240000 sec): 3 clusters
  Score: Raw -3476878.863772 + Penalty 4916.795018 = -3471962.068755
  nChanged 7
		SP:Iteration 79Q (63337.590000 sec): 3 clusters
  Score: Raw -3476879.517374 + Penalty 4916.795018 = -3471962.722356
  nChanged 7
		SP:Iteration 80F (63337.940000 sec): 3 clusters
  Score: Raw -3476880.021307 + Penalty 4916.795018 = -3471963.226290
  nChanged 5
		SP:Iteration 81Q (63338.290000 sec): 3 clusters
  Score: Raw -3476880.283906 + Penalty 4916.795018 = -3471963.488889
  nChanged 3
		SP:Iteration 82Q (63338.640000 sec): 3 clusters
  Score: Raw -3476880.483487 + Penalty 4916.795018 = -3471963.688469
  nChanged 1
		SP:Iteration 83Q (63338.970000 sec): 3 clusters
  Score: Raw -3476880.636829 + Penalty 4916.795018 = -3471963.841811
  nChanged 3
		SP:Iteration 84Q (63339.240000 sec): 3 clusters
  Score: Raw -3476880.860952 + Penalty 4916.795018 = -3471964.065934
  nChanged 1
		SP:Iteration 85Q (63339.560000 sec): 3 clusters
  Score: Raw -3476880.952582 + Penalty 4916.795018 = -3471964.157564
  nChanged 2
		SP:Iteration 86Q (63339.910000 sec): 3 clusters
  Score: Raw -3476881.206419 + Penalty 4916.795018 = -3471964.411401
  nChanged 8
		SP:Iteration 87Q (63340.260000 sec): 3 clusters
  Score: Raw -3476882.313409 + Penalty 4916.795018 = -3471965.518391
  nChanged 10
		SP:Iteration 88Q (63340.600000 sec): 3 clusters
  Score: Raw -3476883.379135 + Penalty 4916.795018 = -3471966.584118
  nChanged 6
		SP:Iteration 89Q (63340.950000 sec): 3 clusters
  Score: Raw -3476883.981072 + Penalty 4916.795018 = -3471967.186054
  nChanged 1
		SP:Iteration 90Q (63341.300000 sec): 3 clusters
  Score: Raw -3476884.059944 + Penalty 4916.795018 = -3471967.264927
  nChanged 1
		SP:Iteration 91Q (63341.650000 sec): 3 clusters
  Score: Raw -3476884.116868 + Penalty 4916.795018 = -3471967.321850
  nChanged 1
		SP:Iteration 92Q (63341.950000 sec): 3 clusters
  Score: Raw -3476884.137031 + Penalty 4916.795018 = -3471967.342013
  nChanged 1
		SP:Iteration 93Q (63342.340000 sec): 3 clusters
  Score: Raw -3476884.354536 + Penalty 4916.795018 = -3471967.559519
  nChanged 1
		SP:Iteration 94Q (63342.690000 sec): 3 clusters
  Score: Raw -3476884.446619 + Penalty 4916.795018 = -3471967.651601
  nChanged 0
		SP:Iteration 95F (63343.040000 sec): 3 clusters
  Score: Raw -3476884.446619 + Penalty 4916.795018 = -3471967.651601
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 10 (408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63343.140000 sec): 2 clusters
  Score: Raw -60510.759284 + Penalty 1490.794259 = -59019.965025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63343.320000 sec): 3 clusters
  Score: Raw -60606.226786 + Penalty 2981.588519 = -57624.638268
  nChanged 59
		SP:Iteration 1F (63343.500000 sec): 3 clusters
  Score: Raw -60774.865837 + Penalty 2981.588519 = -57793.277319
  nChanged 22
		SP:Iteration 2F (63343.670000 sec): 3 clusters
  Score: Raw -60824.648029 + Penalty 2981.588519 = -57843.059510
  nChanged 9
		SP:Iteration 3Q (63343.850000 sec): 3 clusters
  Score: Raw -60856.648866 + Penalty 2981.588519 = -57875.060347
  nChanged 9
		SP:Iteration 4Q (63344.020000 sec): 3 clusters
  Score: Raw -60872.061990 + Penalty 2981.588519 = -57890.473471
  nChanged 7
		SP:Iteration 5Q (63344.200000 sec): 3 clusters
  Score: Raw -60901.206975 + Penalty 2981.588519 = -57919.618456
  nChanged 5
		SP:Iteration 6Q (63344.370000 sec): 3 clusters
  Score: Raw -60912.321799 + Penalty 2981.588519 = -57930.733281
  nChanged 4
		SP:Iteration 7Q (63344.550000 sec): 3 clusters
  Score: Raw -60929.819965 + Penalty 2981.588519 = -57948.231446
  nChanged 4
		SP:Iteration 8Q (63344.720000 sec): 3 clusters
  Score: Raw -60938.274046 + Penalty 2981.588519 = -57956.685528
  nChanged 0
		SP:Iteration 9F (63344.900000 sec): 3 clusters
  Score: Raw -60938.274046 + Penalty 2981.588519 = -57956.685528
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63344.970000 sec): 2 clusters
  Score: Raw -76738.142255 + Penalty 1533.668925 = -75204.473330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63345.100000 sec): 3 clusters
  Score: Raw -76841.161832 + Penalty 3067.337850 = -73773.823982
  nChanged 87
		SP:Iteration 1F (63345.280000 sec): 3 clusters
  Score: Raw -77030.932320 + Penalty 3067.337850 = -73963.594470
  nChanged 29
		SP:Iteration 2F (63345.450000 sec): 3 clusters
  Score: Raw -77116.088235 + Penalty 3067.337850 = -74048.750386
  nChanged 14
		SP:Iteration 3Q (63345.630000 sec): 3 clusters
  Score: Raw -77164.920976 + Penalty 3067.337850 = -74097.583126
  nChanged 8
		SP:Iteration 4Q (63345.800000 sec): 3 clusters
  Score: Raw -77188.478141 + Penalty 3067.337850 = -74121.140291
  nChanged 4
		SP:Iteration 5Q (63345.980000 sec): 3 clusters
  Score: Raw -77206.404753 + Penalty 3067.337850 = -74139.066903
  nChanged 4
		SP:Iteration 6Q (63346.160000 sec): 3 clusters
  Score: Raw -77220.500456 + Penalty 3067.337850 = -74153.162607
  nChanged 7
		SP:Iteration 7Q (63346.330000 sec): 3 clusters
  Score: Raw -77255.031276 + Penalty 3067.337850 = -74187.693426
  nChanged 6
		SP:Iteration 8Q (63346.510000 sec): 3 clusters
  Score: Raw -77267.556008 + Penalty 3067.337850 = -74200.218158
  nChanged 3
		SP:Iteration 9Q (63346.680000 sec): 3 clusters
  Score: Raw -77275.289179 + Penalty 3067.337850 = -74207.951329
  nChanged 2
		SP:Iteration 10Q (63346.860000 sec): 3 clusters
  Score: Raw -77277.743449 + Penalty 3067.337850 = -74210.405599
  nChanged 0
		SP:Iteration 11F (63347.040000 sec): 3 clusters
  Score: Raw -77277.743449 + Penalty 3067.337850 = -74210.405599
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 12 (939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63347.120000 sec): 2 clusters
  Score: Raw -158411.400017 + Penalty 1697.514239 = -156713.885778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63347.300000 sec): 3 clusters
  Score: Raw -158202.110191 + Penalty 3395.028478 = -154807.081713
  nChanged 228
		SP:Iteration 1F (63347.480000 sec): 3 clusters
  Score: Raw -158500.923205 + Penalty 3395.028478 = -155105.894727
  nChanged 60
		SP:Iteration 2F (63347.650000 sec): 3 clusters
  Score: Raw -158600.399255 + Penalty 3395.028478 = -155205.370777
  nChanged 30
		SP:Iteration 3Q (63347.830000 sec): 3 clusters
  Score: Raw -158649.638351 + Penalty 3395.028478 = -155254.609873
  nChanged 21
		SP:Iteration 4Q (63348.000000 sec): 3 clusters
  Score: Raw -158679.822033 + Penalty 3395.028478 = -155284.793556
  nChanged 19
		SP:Iteration 5Q (63348.160000 sec): 3 clusters
  Score: Raw -158706.188571 + Penalty 3395.028478 = -155311.160093
  nChanged 13
		SP:Iteration 6Q (63348.330000 sec): 3 clusters
  Score: Raw -158735.627932 + Penalty 3395.028478 = -155340.599454
  nChanged 20
		SP:Iteration 7Q (63348.490000 sec): 3 clusters
  Score: Raw -158767.886988 + Penalty 3395.028478 = -155372.858510
  nChanged 18
		SP:Iteration 8Q (63348.660000 sec): 3 clusters
  Score: Raw -158805.044939 + Penalty 3395.028478 = -155410.016461
  nChanged 14
		SP:Iteration 9Q (63348.830000 sec): 3 clusters
  Score: Raw -158842.110294 + Penalty 3395.028478 = -155447.081817
  nChanged 15
		SP:Iteration 10Q (63349.000000 sec): 3 clusters
  Score: Raw -158873.022406 + Penalty 3395.028478 = -155477.993928
  nChanged 10
		SP:Iteration 11Q (63349.180000 sec): 3 clusters
  Score: Raw -158889.184032 + Penalty 3395.028478 = -155494.155555
  nChanged 11
		SP:Iteration 12Q (63349.350000 sec): 3 clusters
  Score: Raw -158907.070150 + Penalty 3395.028478 = -155512.041672
  nChanged 12
		SP:Iteration 13Q (63349.530000 sec): 3 clusters
  Score: Raw -158929.903336 + Penalty 3395.028478 = -155534.874858
  nChanged 15
		SP:Iteration 14Q (63349.700000 sec): 3 clusters
  Score: Raw -158965.933841 + Penalty 3395.028478 = -155570.905363
  nChanged 14
		SP:Iteration 15Q (63349.880000 sec): 3 clusters
  Score: Raw -158990.437789 + Penalty 3395.028478 = -155595.409311
  nChanged 10
		SP:Iteration 16Q (63350.060000 sec): 3 clusters
  Score: Raw -159026.791969 + Penalty 3395.028478 = -155631.763491
  nChanged 16
		SP:Iteration 17Q (63350.230000 sec): 3 clusters
  Score: Raw -159081.817460 + Penalty 3395.028478 = -155686.788983
  nChanged 13
		SP:Iteration 18Q (63350.410000 sec): 3 clusters
  Score: Raw -159117.563757 + Penalty 3395.028478 = -155722.535279
  nChanged 18
		SP:Iteration 19Q (63350.580000 sec): 3 clusters
  Score: Raw -159167.969944 + Penalty 3395.028478 = -155772.941467
  nChanged 18
		SP:Iteration 20F (63350.760000 sec): 3 clusters
  Score: Raw -159234.962041 + Penalty 3395.028478 = -155839.933563
  nChanged 16
		SP:Iteration 21Q (63350.940000 sec): 3 clusters
  Score: Raw -159289.099125 + Penalty 3395.028478 = -155894.070648
  nChanged 16
		SP:Iteration 22Q (63351.110000 sec): 3 clusters
  Score: Raw -159330.122500 + Penalty 3395.028478 = -155935.094022
  nChanged 19
		SP:Iteration 23Q (63351.290000 sec): 3 clusters
  Score: Raw -159381.012745 + Penalty 3395.028478 = -155985.984268
  nChanged 24
		SP:Iteration 24Q (63351.460000 sec): 3 clusters
  Score: Raw -159450.536381 + Penalty 3395.028478 = -156055.507904
  nChanged 33
		SP:Iteration 25Q (63351.640000 sec): 3 clusters
  Score: Raw -159579.150779 + Penalty 3395.028478 = -156184.122301
  nChanged 39
		SP:Iteration 26Q (63351.820000 sec): 3 clusters
  Score: Raw -159701.815652 + Penalty 3395.028478 = -156306.787174
  nChanged 26
		SP:Iteration 27Q (63351.990000 sec): 3 clusters
  Score: Raw -159765.131825 + Penalty 3395.028478 = -156370.103348
  nChanged 15
		SP:Iteration 28Q (63352.170000 sec): 3 clusters
  Score: Raw -159798.573796 + Penalty 3395.028478 = -156403.545319
  nChanged 9
		SP:Iteration 29Q (63352.340000 sec): 3 clusters
  Score: Raw -159813.075531 + Penalty 3395.028478 = -156418.047053
  nChanged 8
		SP:Iteration 30Q (63352.520000 sec): 3 clusters
  Score: Raw -159830.983744 + Penalty 3395.028478 = -156435.955266
  nChanged 3
		SP:Iteration 31Q (63352.690000 sec): 3 clusters
  Score: Raw -159836.748773 + Penalty 3395.028478 = -156441.720295
  nChanged 4
		SP:Iteration 32Q (63352.860000 sec): 3 clusters
  Score: Raw -159841.909035 + Penalty 3395.028478 = -156446.880557
  nChanged 3
		SP:Iteration 33Q (63353.030000 sec): 3 clusters
  Score: Raw -159849.044882 + Penalty 3395.028478 = -156454.016405
  nChanged 3
		SP:Iteration 34Q (63353.210000 sec): 3 clusters
  Score: Raw -159854.936568 + Penalty 3395.028478 = -156459.908090
  nChanged 4
		SP:Iteration 35Q (63353.390000 sec): 3 clusters
  Score: Raw -159873.665592 + Penalty 3395.028478 = -156478.637115
  nChanged 0
		SP:Iteration 36F (63353.560000 sec): 3 clusters
  Score: Raw -159874.133826 + Penalty 3395.028478 = -156479.105348
  nChanged 1
		SP:Iteration 37Q (63353.740000 sec): 3 clusters
  Score: Raw -159880.506630 + Penalty 3395.028478 = -156485.478152
  nChanged 1
		SP:Iteration 38Q (63353.910000 sec): 3 clusters
  Score: Raw -159883.008548 + Penalty 3395.028478 = -156487.980070
  nChanged 0
		SP:Iteration 39F (63354.090000 sec): 3 clusters
  Score: Raw -159883.008548 + Penalty 3395.028478 = -156487.980070
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 13 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63354.180000 sec): 2 clusters
  Score: Raw -90803.672999 + Penalty 1570.653348 = -89233.019652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63354.350000 sec): 3 clusters
  Score: Raw -90829.700441 + Penalty 3141.306696 = -87688.393746
  nChanged 105
		SP:Iteration 1F (63354.530000 sec): 3 clusters
  Score: Raw -91023.952075 + Penalty 3141.306696 = -87882.645380
  nChanged 23
		SP:Iteration 2Q (63354.710000 sec): 3 clusters
  Score: Raw -91076.811813 + Penalty 3141.306696 = -87935.505118
  nChanged 10
		SP:Iteration 3Q (63354.880000 sec): 3 clusters
  Score: Raw -91106.255980 + Penalty 3141.306696 = -87964.949284
  nChanged 8
		SP:Iteration 4Q (63355.060000 sec): 3 clusters
  Score: Raw -91129.594144 + Penalty 3141.306696 = -87988.287449
  nChanged 5
		SP:Iteration 5Q (63355.230000 sec): 3 clusters
  Score: Raw -91144.403070 + Penalty 3141.306696 = -88003.096375
  nChanged 7
		SP:Iteration 6Q (63355.410000 sec): 3 clusters
  Score: Raw -91160.882902 + Penalty 3141.306696 = -88019.576206
  nChanged 6
		SP:Iteration 7Q (63355.590000 sec): 3 clusters
  Score: Raw -91173.482219 + Penalty 3141.306696 = -88032.175524
  nChanged 1
		SP:Iteration 8Q (63355.760000 sec): 3 clusters
  Score: Raw -91177.620814 + Penalty 3141.306696 = -88036.314118
  nChanged 1
		SP:Iteration 9Q (63355.940000 sec): 3 clusters
  Score: Raw -91186.898402 + Penalty 3141.306696 = -88045.591706
  nChanged 2
		SP:Iteration 10Q (63356.110000 sec): 3 clusters
  Score: Raw -91190.113643 + Penalty 3141.306696 = -88048.806948
  nChanged 1
		SP:Iteration 11Q (63356.290000 sec): 3 clusters
  Score: Raw -91192.502457 + Penalty 3141.306696 = -88051.195761
  nChanged 0
		SP:Iteration 12F (63356.460000 sec): 3 clusters
  Score: Raw -91192.502457 + Penalty 3141.306696 = -88051.195761
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63356.550000 sec): 2 clusters
  Score: Raw -15906.793680 + Penalty 1174.577215 = -14732.216465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63356.730000 sec): 3 clusters
  Score: Raw -16327.290257 + Penalty 2349.154430 = -13978.135827
  nChanged 1
		SP:Iteration 1Q (63356.900000 sec): 3 clusters
  Score: Raw -16339.746504 + Penalty 2349.154430 = -13990.592074
  nChanged 0
		SP:Iteration 2F (63357.080000 sec): 3 clusters
  Score: Raw -16339.746504 + Penalty 2349.154430 = -13990.592074
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63357.170000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63357.340000 sec): 3 clusters
  Score: Raw -88350.823970 + Penalty 3127.006606 = -85223.817364
  nChanged 96
		SP:Iteration 1F (63357.520000 sec): 3 clusters
  Score: Raw -88676.555848 + Penalty 3127.006606 = -85549.549242
  nChanged 33
		SP:Iteration 2F (63357.690000 sec): 3 clusters
  Score: Raw -88925.343003 + Penalty 3127.006606 = -85798.336397
  nChanged 33
		SP:Iteration 3F (63357.870000 sec): 3 clusters
  Score: Raw -89350.062477 + Penalty 3127.006606 = -86223.055871
  nChanged 40
		SP:Iteration 4F (63358.050000 sec): 3 clusters
  Score: Raw -89462.794097 + Penalty 3127.006606 = -86335.787491
  nChanged 19
		SP:Iteration 5Q (63358.220000 sec): 3 clusters
  Score: Raw -89523.343383 + Penalty 3127.006606 = -86396.336777
  nChanged 16
		SP:Iteration 6Q (63358.400000 sec): 3 clusters
  Score: Raw -89576.722463 + Penalty 3127.006606 = -86449.715857
  nChanged 13
		SP:Iteration 7Q (63358.570000 sec): 3 clusters
  Score: Raw -89629.343332 + Penalty 3127.006606 = -86502.336726
  nChanged 7
		SP:Iteration 8Q (63358.750000 sec): 3 clusters
  Score: Raw -89654.259938 + Penalty 3127.006606 = -86527.253332
  nChanged 2
		SP:Iteration 9Q (63358.930000 sec): 3 clusters
  Score: Raw -89659.297468 + Penalty 3127.006606 = -86532.290862
  nChanged 0
		SP:Iteration 10F (63359.100000 sec): 3 clusters
  Score: Raw -89659.297468 + Penalty 3127.006606 = -86532.290862
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63359.190000 sec): 2 clusters
  Score: Raw -52299.371293 + Penalty 1431.317399 = -50868.053894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63359.360000 sec): 3 clusters
  Score: Raw -52394.199940 + Penalty 2862.634797 = -49531.565143
  nChanged 34
		SP:Iteration 1F (63359.540000 sec): 3 clusters
  Score: Raw -52503.235938 + Penalty 2862.634797 = -49640.601141
  nChanged 9
		SP:Iteration 2Q (63359.710000 sec): 3 clusters
  Score: Raw -52627.552575 + Penalty 2862.634797 = -49764.917778
  nChanged 7
		SP:Iteration 3Q (63359.890000 sec): 3 clusters
  Score: Raw -53019.645396 + Penalty 2862.634797 = -50157.010599
  nChanged 31
		SP:Iteration 4F (63360.070000 sec): 3 clusters
  Score: Raw -53148.506995 + Penalty 2862.634797 = -50285.872198
  nChanged 14
		SP:Iteration 5Q (63360.240000 sec): 3 clusters
  Score: Raw -53241.056726 + Penalty 2862.634797 = -50378.421929
  nChanged 6
		SP:Iteration 6Q (63360.420000 sec): 3 clusters
  Score: Raw -53267.794910 + Penalty 2862.634797 = -50405.160113
  nChanged 2
		SP:Iteration 7Q (63360.590000 sec): 3 clusters
  Score: Raw -53275.303037 + Penalty 2862.634797 = -50412.668240
  nChanged 1
		SP:Iteration 8Q (63360.770000 sec): 3 clusters
  Score: Raw -53278.229463 + Penalty 2862.634797 = -50415.594665
  nChanged 1
		SP:Iteration 9Q (63360.940000 sec): 3 clusters
  Score: Raw -53283.505457 + Penalty 2862.634797 = -50420.870660
  nChanged 0
		SP:Iteration 10F (63361.120000 sec): 3 clusters
  Score: Raw -53283.505457 + Penalty 2862.634797 = -50420.870660
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 17 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63361.210000 sec): 2 clusters
  Score: Raw -30572.851141 + Penalty 1352.919637 = -29219.931504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63361.380000 sec): 3 clusters
  Score: Raw -30772.889415 + Penalty 2705.839273 = -28067.050142
  nChanged 28
		SP:Iteration 1F (63361.550000 sec): 3 clusters
  Score: Raw -30866.462074 + Penalty 2705.839273 = -28160.622801
  nChanged 5
		SP:Iteration 2Q (63361.710000 sec): 3 clusters
  Score: Raw -30898.525696 + Penalty 2705.839273 = -28192.686422
  nChanged 0
		SP:Iteration 3F (63361.880000 sec): 3 clusters
  Score: Raw -30898.525696 + Penalty 2705.839273 = -28192.686422
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 18 (1569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63361.960000 sec): 2 clusters
  Score: Raw -288820.971064 + Penalty 1824.832051 = -286996.139013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63362.130000 sec): 3 clusters
  Score: Raw -288317.772377 + Penalty 3649.664101 = -284668.108276
  nChanged 464
		SP:Iteration 1F (63362.310000 sec): 3 clusters
  Score: Raw -288735.671898 + Penalty 3649.664101 = -285086.007797
  nChanged 138
		SP:Iteration 2F (63362.490000 sec): 3 clusters
  Score: Raw -288881.731742 + Penalty 3649.664101 = -285232.067641
  nChanged 54
		SP:Iteration 3Q (63362.660000 sec): 3 clusters
  Score: Raw -288941.337371 + Penalty 3649.664101 = -285291.673270
  nChanged 39
		SP:Iteration 4Q (63362.840000 sec): 3 clusters
  Score: Raw -288974.621731 + Penalty 3649.664101 = -285324.957630
  nChanged 26
		SP:Iteration 5Q (63363.010000 sec): 3 clusters
  Score: Raw -288996.634076 + Penalty 3649.664101 = -285346.969975
  nChanged 19
		SP:Iteration 6Q (63363.190000 sec): 3 clusters
  Score: Raw -289012.770629 + Penalty 3649.664101 = -285363.106528
  nChanged 10
		SP:Iteration 7Q (63363.370000 sec): 3 clusters
  Score: Raw -289019.833028 + Penalty 3649.664101 = -285370.168926
  nChanged 8
		SP:Iteration 8Q (63363.540000 sec): 3 clusters
  Score: Raw -289027.164036 + Penalty 3649.664101 = -285377.499935
  nChanged 7
		SP:Iteration 9Q (63363.720000 sec): 3 clusters
  Score: Raw -289035.867423 + Penalty 3649.664101 = -285386.203322
  nChanged 11
		SP:Iteration 10Q (63363.890000 sec): 3 clusters
  Score: Raw -289048.029304 + Penalty 3649.664101 = -285398.365203
  nChanged 11
		SP:Iteration 11Q (63364.070000 sec): 3 clusters
  Score: Raw -289057.064855 + Penalty 3649.664101 = -285407.400753
  nChanged 11
		SP:Iteration 12Q (63364.250000 sec): 3 clusters
  Score: Raw -289064.480950 + Penalty 3649.664101 = -285414.816848
  nChanged 7
		SP:Iteration 13Q (63364.420000 sec): 3 clusters
  Score: Raw -289072.247719 + Penalty 3649.664101 = -285422.583618
  nChanged 7
		SP:Iteration 14Q (63364.590000 sec): 3 clusters
  Score: Raw -289078.227442 + Penalty 3649.664101 = -285428.563340
  nChanged 3
		SP:Iteration 15Q (63364.770000 sec): 3 clusters
  Score: Raw -289079.648128 + Penalty 3649.664101 = -285429.984027
  nChanged 4
		SP:Iteration 16Q (63364.950000 sec): 3 clusters
  Score: Raw -289081.307546 + Penalty 3649.664101 = -285431.643445
  nChanged 2
		SP:Iteration 17Q (63365.120000 sec): 3 clusters
  Score: Raw -289082.054270 + Penalty 3649.664101 = -285432.390169
  nChanged 3
		SP:Iteration 18Q (63365.300000 sec): 3 clusters
  Score: Raw -289083.567335 + Penalty 3649.664101 = -285433.903233
  nChanged 4
		SP:Iteration 19Q (63365.470000 sec): 3 clusters
  Score: Raw -289085.510180 + Penalty 3649.664101 = -285435.846078
  nChanged 4
		SP:Iteration 20F (63365.650000 sec): 3 clusters
  Score: Raw -289087.405695 + Penalty 3649.664101 = -285437.741594
  nChanged 2
		SP:Iteration 21Q (63365.830000 sec): 3 clusters
  Score: Raw -289088.639861 + Penalty 3649.664101 = -285438.975760
  nChanged 0
		SP:Iteration 22F (63366.000000 sec): 3 clusters
  Score: Raw -289088.639861 + Penalty 3649.664101 = -285438.975760
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (14722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63366.200000 sec): 2 clusters
  Score: Raw -2725405.145228 + Penalty 2380.080367 = -2723025.064862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63366.520000 sec): 3 clusters
  Score: Raw -2717075.993806 + Penalty 4760.160733 = -2712315.833073
  nChanged 6326
		SP:Iteration 1F (63366.790000 sec): 3 clusters
  Score: Raw -2720491.192966 + Penalty 4760.160733 = -2715731.032232
  nChanged 909
		SP:Iteration 2F (63367.070000 sec): 3 clusters
  Score: Raw -2720864.699323 + Penalty 4760.160733 = -2716104.538589
  nChanged 728
		SP:Iteration 3Q (63367.380000 sec): 3 clusters
  Score: Raw -2721176.801723 + Penalty 4760.160733 = -2716416.640990
  nChanged 678
		SP:Iteration 4Q (63367.660000 sec): 3 clusters
  Score: Raw -2721487.921686 + Penalty 4760.160733 = -2716727.760953
  nChanged 662
		SP:Iteration 5Q (63367.930000 sec): 3 clusters
  Score: Raw -2721829.942778 + Penalty 4760.160733 = -2717069.782044
  nChanged 648
		SP:Iteration 6Q (63368.200000 sec): 3 clusters
  Score: Raw -2722188.295716 + Penalty 4760.160733 = -2717428.134982
  nChanged 682
		SP:Iteration 7Q (63368.470000 sec): 3 clusters
  Score: Raw -2722610.344105 + Penalty 4760.160733 = -2717850.183371
  nChanged 730
		SP:Iteration 8Q (63368.750000 sec): 3 clusters
  Score: Raw -2723130.407962 + Penalty 4760.160733 = -2718370.247229
  nChanged 731
		SP:Iteration 9Q (63369.020000 sec): 3 clusters
  Score: Raw -2723723.043814 + Penalty 4760.160733 = -2718962.883081
  nChanged 672
		SP:Iteration 10Q (63369.300000 sec): 3 clusters
  Score: Raw -2724278.984018 + Penalty 4760.160733 = -2719518.823285
  nChanged 525
		SP:Iteration 11Q (63369.570000 sec): 3 clusters
  Score: Raw -2724738.364455 + Penalty 4760.160733 = -2719978.203721
  nChanged 404
		SP:Iteration 12Q (63369.850000 sec): 3 clusters
  Score: Raw -2725087.882431 + Penalty 4760.160733 = -2720327.721698
  nChanged 302
		SP:Iteration 13Q (63370.130000 sec): 3 clusters
  Score: Raw -2725348.539919 + Penalty 4760.160733 = -2720588.379186
  nChanged 230
		SP:Iteration 14Q (63370.400000 sec): 3 clusters
  Score: Raw -2725540.752981 + Penalty 4760.160733 = -2720780.592247
  nChanged 185
		SP:Iteration 15Q (63370.680000 sec): 3 clusters
  Score: Raw -2725699.933783 + Penalty 4760.160733 = -2720939.773049
  nChanged 132
		SP:Iteration 16Q (63370.950000 sec): 3 clusters
  Score: Raw -2725825.642728 + Penalty 4760.160733 = -2721065.481995
  nChanged 122
		SP:Iteration 17Q (63371.250000 sec): 3 clusters
  Score: Raw -2725964.009597 + Penalty 4760.160733 = -2721203.848864
  nChanged 123
		SP:Iteration 18Q (63371.530000 sec): 3 clusters
  Score: Raw -2726101.440550 + Penalty 4760.160733 = -2721341.279817
  nChanged 116
		SP:Iteration 19Q (63371.800000 sec): 3 clusters
  Score: Raw -2726230.160043 + Penalty 4760.160733 = -2721469.999310
  nChanged 109
		SP:Iteration 20F (63372.080000 sec): 3 clusters
  Score: Raw -2726362.750939 + Penalty 4760.160733 = -2721602.590206
  nChanged 92
		SP:Iteration 21Q (63372.390000 sec): 3 clusters
  Score: Raw -2726473.807635 + Penalty 4760.160733 = -2721713.646902
  nChanged 86
		SP:Iteration 22Q (63372.660000 sec): 3 clusters
  Score: Raw -2726584.871840 + Penalty 4760.160733 = -2721824.711107
  nChanged 84
		SP:Iteration 23Q (63372.930000 sec): 3 clusters
  Score: Raw -2726698.393917 + Penalty 4760.160733 = -2721938.233184
  nChanged 68
		SP:Iteration 24Q (63373.200000 sec): 3 clusters
  Score: Raw -2726767.661913 + Penalty 4760.160733 = -2722007.501180
  nChanged 59
		SP:Iteration 25Q (63373.470000 sec): 3 clusters
  Score: Raw -2726821.831936 + Penalty 4760.160733 = -2722061.671203
  nChanged 49
		SP:Iteration 26Q (63373.740000 sec): 3 clusters
  Score: Raw -2726852.751991 + Penalty 4760.160733 = -2722092.591258
  nChanged 28
		SP:Iteration 27Q (63373.970000 sec): 3 clusters
  Score: Raw -2726869.792829 + Penalty 4760.160733 = -2722109.632095
  nChanged 20
		SP:Iteration 28Q (63374.210000 sec): 3 clusters
  Score: Raw -2726881.535196 + Penalty 4760.160733 = -2722121.374462
  nChanged 23
		SP:Iteration 29Q (63374.490000 sec): 3 clusters
  Score: Raw -2726900.936725 + Penalty 4760.160733 = -2722140.775992
  nChanged 18
		SP:Iteration 30Q (63374.760000 sec): 3 clusters
  Score: Raw -2726915.656060 + Penalty 4760.160733 = -2722155.495327
  nChanged 23
		SP:Iteration 31Q (63374.990000 sec): 3 clusters
  Score: Raw -2726929.564545 + Penalty 4760.160733 = -2722169.403812
  nChanged 19
		SP:Iteration 32Q (63375.230000 sec): 3 clusters
  Score: Raw -2726941.206149 + Penalty 4760.160733 = -2722181.045416
  nChanged 10
		SP:Iteration 33Q (63375.460000 sec): 3 clusters
  Score: Raw -2726948.086272 + Penalty 4760.160733 = -2722187.925539
  nChanged 6
		SP:Iteration 34Q (63375.690000 sec): 3 clusters
  Score: Raw -2726951.448598 + Penalty 4760.160733 = -2722191.287865
  nChanged 3
		SP:Iteration 35Q (63375.920000 sec): 3 clusters
  Score: Raw -2726952.437098 + Penalty 4760.160733 = -2722192.276365
  nChanged 1
		SP:Iteration 36Q (63376.160000 sec): 3 clusters
  Score: Raw -2726952.758460 + Penalty 4760.160733 = -2722192.597727
  nChanged 0
		SP:Iteration 37F (63376.430000 sec): 3 clusters
  Score: Raw -2726964.502043 + Penalty 4760.160733 = -2722204.341310
  nChanged 12
		SP:Iteration 38Q (63376.710000 sec): 3 clusters
  Score: Raw -2726978.760977 + Penalty 4760.160733 = -2722218.600244
  nChanged 13
		SP:Iteration 39Q (63376.940000 sec): 3 clusters
  Score: Raw -2726987.444036 + Penalty 4760.160733 = -2722227.283303
  nChanged 11
		SP:Iteration 40F (63377.220000 sec): 3 clusters
  Score: Raw -2726995.481590 + Penalty 4760.160733 = -2722235.320856
  nChanged 8
		SP:Iteration 41Q (63377.490000 sec): 3 clusters
  Score: Raw -2726999.874378 + Penalty 4760.160733 = -2722239.713645
  nChanged 5
		SP:Iteration 42Q (63377.770000 sec): 3 clusters
  Score: Raw -2727002.123131 + Penalty 4760.160733 = -2722241.962398
  nChanged 2
		SP:Iteration 43Q (63378.050000 sec): 3 clusters
  Score: Raw -2727002.979197 + Penalty 4760.160733 = -2722242.818464
  nChanged 2
		SP:Iteration 44Q (63378.280000 sec): 3 clusters
  Score: Raw -2727003.931124 + Penalty 4760.160733 = -2722243.770391
  nChanged 1
		SP:Iteration 45Q (63378.510000 sec): 3 clusters
  Score: Raw -2727004.176535 + Penalty 4760.160733 = -2722244.015801
  nChanged 1
		SP:Iteration 46Q (63378.790000 sec): 3 clusters
  Score: Raw -2727005.217828 + Penalty 4760.160733 = -2722245.057095
  nChanged 2
		SP:Iteration 47Q (63379.060000 sec): 3 clusters
  Score: Raw -2727006.343632 + Penalty 4760.160733 = -2722246.182899
  nChanged 2
		SP:Iteration 48Q (63379.340000 sec): 3 clusters
  Score: Raw -2727007.480603 + Penalty 4760.160733 = -2722247.319870
  nChanged 4
		SP:Iteration 49Q (63379.610000 sec): 3 clusters
  Score: Raw -2727008.885794 + Penalty 4760.160733 = -2722248.725061
  nChanged 1
		SP:Iteration 50Q (63379.810000 sec): 3 clusters
  Score: Raw -2727009.572063 + Penalty 4760.160733 = -2722249.411330
  nChanged 1
		SP:Iteration 51Q (63380.110000 sec): 3 clusters
  Score: Raw -2727009.801800 + Penalty 4760.160733 = -2722249.641067
  nChanged 1
		SP:Iteration 52Q (63380.310000 sec): 3 clusters
  Score: Raw -2727009.950833 + Penalty 4760.160733 = -2722249.790100
  nChanged 1
		SP:Iteration 53Q (63380.550000 sec): 3 clusters
  Score: Raw -2727010.244417 + Penalty 4760.160733 = -2722250.083684
  nChanged 0
		SP:Iteration 54F (63380.820000 sec): 3 clusters
  Score: Raw -2727010.244417 + Penalty 4760.160733 = -2722250.083684
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (96 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63380.900000 sec): 2 clusters
  Score: Raw -15764.480293 + Penalty 1131.958351 = -14632.521941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63381.080000 sec): 3 clusters
  Score: Raw -16173.298870 + Penalty 2263.916703 = -13909.382167
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63381.170000 sec): 2 clusters
  Score: Raw -42498.585113 + Penalty 1401.817317 = -41096.767797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63381.340000 sec): 3 clusters
  Score: Raw -42706.173619 + Penalty 2803.634633 = -39902.538985
  nChanged 50
		SP:Iteration 1F (63381.520000 sec): 3 clusters
  Score: Raw -42884.735468 + Penalty 2803.634633 = -40081.100834
  nChanged 14
		SP:Iteration 2Q (63381.690000 sec): 3 clusters
  Score: Raw -42972.874771 + Penalty 2803.634633 = -40169.240137
  nChanged 10
		SP:Iteration 3Q (63381.870000 sec): 3 clusters
  Score: Raw -43013.961981 + Penalty 2803.634633 = -40210.327347
  nChanged 8
		SP:Iteration 4Q (63382.050000 sec): 3 clusters
  Score: Raw -43095.885953 + Penalty 2803.634633 = -40292.251319
  nChanged 4
		SP:Iteration 5Q (63382.220000 sec): 3 clusters
  Score: Raw -43123.566529 + Penalty 2803.634633 = -40319.931896
  nChanged 3
		SP:Iteration 6Q (63382.400000 sec): 3 clusters
  Score: Raw -43134.722096 + Penalty 2803.634633 = -40331.087462
  nChanged 2
		SP:Iteration 7Q (63382.570000 sec): 3 clusters
  Score: Raw -43137.791544 + Penalty 2803.634633 = -40334.156911
  nChanged 1
		SP:Iteration 8Q (63382.750000 sec): 3 clusters
  Score: Raw -43141.073522 + Penalty 2803.634633 = -40337.438888
  nChanged 0
		SP:Iteration 9F (63382.930000 sec): 3 clusters
  Score: Raw -43141.073522 + Penalty 2803.634633 = -40337.438888
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 22 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63383.010000 sec): 2 clusters
  Score: Raw -30166.244306 + Penalty 1348.643669 = -28817.600637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63383.190000 sec): 3 clusters
  Score: Raw -30527.241798 + Penalty 2697.287337 = -27829.954461
  nChanged 30
		SP:Iteration 1F (63383.370000 sec): 3 clusters
  Score: Raw -30644.223194 + Penalty 2697.287337 = -27946.935856
  nChanged 9
		SP:Iteration 2Q (63383.540000 sec): 3 clusters
  Score: Raw -30692.859630 + Penalty 2697.287337 = -27995.572293
  nChanged 6
		SP:Iteration 3Q (63383.720000 sec): 3 clusters
  Score: Raw -30722.049944 + Penalty 2697.287337 = -28024.762607
  nChanged 3
		SP:Iteration 4Q (63383.890000 sec): 3 clusters
  Score: Raw -30759.537548 + Penalty 2697.287337 = -28062.250210
  nChanged 3
		SP:Iteration 5Q (63383.900000 sec): 3 clusters
  Score: Raw -30767.243126 + Penalty 2697.287337 = -28069.955789
  nChanged 1
		SP:Iteration 6Q (63383.910000 sec): 3 clusters
  Score: Raw -30768.733136 + Penalty 2697.287337 = -28071.445799
  nChanged 0
		SP:Iteration 7F (63383.920000 sec): 3 clusters
  Score: Raw -30768.733136 + Penalty 2697.287337 = -28071.445799
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 23 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63383.950000 sec): 2 clusters
  Score: Raw -59104.912386 + Penalty 1484.016198 = -57620.896188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63383.960000 sec): 3 clusters
  Score: Raw -59201.072814 + Penalty 2968.032395 = -56233.040418
  nChanged 58
		SP:Iteration 1F (63383.980000 sec): 3 clusters
  Score: Raw -59332.120687 + Penalty 2968.032395 = -56364.088292
  nChanged 16
		SP:Iteration 2Q (63383.990000 sec): 3 clusters
  Score: Raw -59366.775366 + Penalty 2968.032395 = -56398.742971
  nChanged 7
		SP:Iteration 3Q (63384.010000 sec): 3 clusters
  Score: Raw -59403.664094 + Penalty 2968.032395 = -56435.631699
  nChanged 6
		SP:Iteration 4Q (63384.020000 sec): 3 clusters
  Score: Raw -59413.733967 + Penalty 2968.032395 = -56445.701572
  nChanged 0
		SP:Iteration 5F (63384.040000 sec): 3 clusters
  Score: Raw -59413.733967 + Penalty 2968.032395 = -56445.701572
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 24 (2083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63384.150000 sec): 2 clusters
  Score: Raw -383065.212959 + Penalty 1895.107981 = -381170.104978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63384.210000 sec): 3 clusters
  Score: Raw -382338.735311 + Penalty 3790.215963 = -378548.519348
  nChanged 652
		SP:Iteration 1F (63384.250000 sec): 3 clusters
  Score: Raw -382810.502560 + Penalty 3790.215963 = -379020.286597
  nChanged 160
		SP:Iteration 2F (63384.300000 sec): 3 clusters
  Score: Raw -382993.279958 + Penalty 3790.215963 = -379203.063996
  nChanged 115
		SP:Iteration 3F (63384.350000 sec): 3 clusters
  Score: Raw -383141.304996 + Penalty 3790.215963 = -379351.089033
  nChanged 85
		SP:Iteration 4Q (63384.400000 sec): 3 clusters
  Score: Raw -383229.790474 + Penalty 3790.215963 = -379439.574511
  nChanged 53
		SP:Iteration 5Q (63384.550000 sec): 3 clusters
  Score: Raw -383278.156094 + Penalty 3790.215963 = -379487.940131
  nChanged 46
		SP:Iteration 6Q (63384.730000 sec): 3 clusters
  Score: Raw -383314.222217 + Penalty 3790.215963 = -379524.006254
  nChanged 36
		SP:Iteration 7Q (63384.910000 sec): 3 clusters
  Score: Raw -383340.012000 + Penalty 3790.215963 = -379549.796037
  nChanged 39
		SP:Iteration 8Q (63385.100000 sec): 3 clusters
  Score: Raw -383368.490677 + Penalty 3790.215963 = -379578.274714
  nChanged 42
		SP:Iteration 9Q (63385.260000 sec): 3 clusters
  Score: Raw -383400.000705 + Penalty 3790.215963 = -379609.784742
  nChanged 48
		SP:Iteration 10Q (63385.440000 sec): 3 clusters
  Score: Raw -383438.911129 + Penalty 3790.215963 = -379648.695166
  nChanged 55
		SP:Iteration 11Q (63385.610000 sec): 3 clusters
  Score: Raw -383482.995424 + Penalty 3790.215963 = -379692.779461
  nChanged 54
		SP:Iteration 12Q (63385.790000 sec): 3 clusters
  Score: Raw -383527.791829 + Penalty 3790.215963 = -379737.575866
  nChanged 48
		SP:Iteration 13Q (63385.960000 sec): 3 clusters
  Score: Raw -383570.396117 + Penalty 3790.215963 = -379780.180155
  nChanged 59
		SP:Iteration 14Q (63386.140000 sec): 3 clusters
  Score: Raw -383647.452335 + Penalty 3790.215963 = -379857.236372
  nChanged 67
		SP:Iteration 15Q (63386.320000 sec): 3 clusters
  Score: Raw -383739.480558 + Penalty 3790.215963 = -379949.264596
  nChanged 82
		SP:Iteration 16Q (63386.490000 sec): 3 clusters
  Score: Raw -383866.479558 + Penalty 3790.215963 = -380076.263595
  nChanged 95
		SP:Iteration 17Q (63386.660000 sec): 3 clusters
  Score: Raw -384018.453317 + Penalty 3790.215963 = -380228.237354
  nChanged 86
		SP:Iteration 18Q (63386.840000 sec): 3 clusters
  Score: Raw -384161.426734 + Penalty 3790.215963 = -380371.210771
  nChanged 71
		SP:Iteration 19Q (63387.020000 sec): 3 clusters
  Score: Raw -384282.001914 + Penalty 3790.215963 = -380491.785952
  nChanged 52
		SP:Iteration 20F (63387.190000 sec): 3 clusters
  Score: Raw -384366.370313 + Penalty 3790.215963 = -380576.154350
  nChanged 31
		SP:Iteration 21Q (63387.370000 sec): 3 clusters
  Score: Raw -384419.948106 + Penalty 3790.215963 = -380629.732144
  nChanged 21
		SP:Iteration 22Q (63387.540000 sec): 3 clusters
  Score: Raw -384458.555223 + Penalty 3790.215963 = -380668.339260
  nChanged 15
		SP:Iteration 23Q (63387.720000 sec): 3 clusters
  Score: Raw -384495.697916 + Penalty 3790.215963 = -380705.481953
  nChanged 16
		SP:Iteration 24Q (63387.900000 sec): 3 clusters
  Score: Raw -384529.683252 + Penalty 3790.215963 = -380739.467289
  nChanged 20
		SP:Iteration 25Q (63388.070000 sec): 3 clusters
  Score: Raw -384572.733321 + Penalty 3790.215963 = -380782.517358
  nChanged 19
		SP:Iteration 26Q (63388.250000 sec): 3 clusters
  Score: Raw -384611.635615 + Penalty 3790.215963 = -380821.419652
  nChanged 18
		SP:Iteration 27Q (63388.420000 sec): 3 clusters
  Score: Raw -384639.194000 + Penalty 3790.215963 = -380848.978037
  nChanged 12
		SP:Iteration 28Q (63388.610000 sec): 3 clusters
  Score: Raw -384657.642365 + Penalty 3790.215963 = -380867.426402
  nChanged 10
		SP:Iteration 29Q (63388.780000 sec): 3 clusters
  Score: Raw -384671.646847 + Penalty 3790.215963 = -380881.430884
  nChanged 9
		SP:Iteration 30Q (63388.960000 sec): 3 clusters
  Score: Raw -384683.388399 + Penalty 3790.215963 = -380893.172436
  nChanged 6
		SP:Iteration 31Q (63389.130000 sec): 3 clusters
  Score: Raw -384690.458896 + Penalty 3790.215963 = -380900.242933
  nChanged 3
		SP:Iteration 32Q (63389.310000 sec): 3 clusters
  Score: Raw -384693.840824 + Penalty 3790.215963 = -380903.624861
  nChanged 1
		SP:Iteration 33Q (63389.480000 sec): 3 clusters
  Score: Raw -384694.769467 + Penalty 3790.215963 = -380904.553504
  nChanged 1
		SP:Iteration 34Q (63389.660000 sec): 3 clusters
  Score: Raw -384695.431634 + Penalty 3790.215963 = -380905.215671
  nChanged 0
		SP:Iteration 35F (63389.840000 sec): 3 clusters
  Score: Raw -384695.431634 + Penalty 3790.215963 = -380905.215671
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 25 (209017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63391.070000 sec): 2 clusters
  Score: Raw -37403197.953630 + Penalty 3038.042375 = -37400159.911255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63393.150000 sec): 3 clusters
  Score: Raw -37265917.129099 + Penalty 6076.084750 = -37259841.044349
  nChanged 100689
		SP:Iteration 1F (63395.260000 sec): 3 clusters
  Score: Raw -37324808.941857 + Penalty 6076.084750 = -37318732.857107
  nChanged 5287
		SP:Iteration 2Q (63397.440000 sec): 3 clusters
  Score: Raw -37325827.994618 + Penalty 6076.084750 = -37319751.909868
  nChanged 5543
		SP:Iteration 3Q (63399.550000 sec): 3 clusters
  Score: Raw -37327006.607098 + Penalty 6076.084750 = -37320930.522348
  nChanged 5927
		SP:Iteration 4Q (63401.720000 sec): 3 clusters
  Score: Raw -37328498.217032 + Penalty 6076.084750 = -37322422.132282
  nChanged 6607
		SP:Iteration 5Q (63403.930000 sec): 3 clusters
  Score: Raw -37330479.854987 + Penalty 6076.084750 = -37324403.770236
  nChanged 7570
		SP:Iteration 6Q (63406.070000 sec): 3 clusters
  Score: Raw -37333177.623585 + Penalty 6076.084750 = -37327101.538834
  nChanged 8684
		SP:Iteration 7Q (63408.140000 sec): 3 clusters
  Score: Raw -37337110.123100 + Penalty 6076.084750 = -37331034.038350
  nChanged 10473
		SP:Iteration 8F (63410.220000 sec): 3 clusters
  Score: Raw -37342947.724915 + Penalty 6076.084750 = -37336871.640165
  nChanged 12350
		SP:Iteration 9F (63412.310000 sec): 3 clusters
  Score: Raw -37351198.273868 + Penalty 6076.084750 = -37345122.189118
  nChanged 13687
		SP:Iteration 10F (63414.330000 sec): 3 clusters
  Score: Raw -37361733.911517 + Penalty 6076.084750 = -37355657.826767
  nChanged 13420
		SP:Iteration 11F (63416.350000 sec): 3 clusters
  Score: Raw -37372672.581462 + Penalty 6076.084750 = -37366596.496712
  nChanged 11460
		SP:Iteration 12F (63418.400000 sec): 3 clusters
  Score: Raw -37382061.384618 + Penalty 6076.084750 = -37375985.299868
  nChanged 8910
		SP:Iteration 13Q (63420.380000 sec): 3 clusters
  Score: Raw -37389261.201832 + Penalty 6076.084750 = -37383185.117082
  nChanged 6635
		SP:Iteration 14Q (63422.230000 sec): 3 clusters
  Score: Raw -37394522.674626 + Penalty 6076.084750 = -37388446.589876
  nChanged 4828
		SP:Iteration 15Q (63424.120000 sec): 3 clusters
  Score: Raw -37398298.921487 + Penalty 6076.084750 = -37392222.836737
  nChanged 3158
		SP:Iteration 16Q (63425.900000 sec): 3 clusters
  Score: Raw -37400699.696292 + Penalty 6076.084750 = -37394623.611542
  nChanged 1820
		SP:Iteration 17Q (63427.760000 sec): 3 clusters
  Score: Raw -37402035.096237 + Penalty 6076.084750 = -37395959.011487
  nChanged 990
		SP:Iteration 18Q (63429.570000 sec): 3 clusters
  Score: Raw -37402749.347692 + Penalty 6076.084750 = -37396673.262942
  nChanged 498
		SP:Iteration 19Q (63431.350000 sec): 3 clusters
  Score: Raw -37403107.038901 + Penalty 6076.084750 = -37397030.954150
  nChanged 277
		SP:Iteration 20F (63433.440000 sec): 3 clusters
  Score: Raw -37403317.806573 + Penalty 6076.084750 = -37397241.721823
  nChanged 168
		SP:Iteration 21Q (63435.180000 sec): 3 clusters
  Score: Raw -37403450.423240 + Penalty 6076.084750 = -37397374.338490
  nChanged 112
		SP:Iteration 22Q (63437.000000 sec): 3 clusters
  Score: Raw -37403534.960847 + Penalty 6076.084750 = -37397458.876097
  nChanged 79
		SP:Iteration 23Q (63438.820000 sec): 3 clusters
  Score: Raw -37403592.486413 + Penalty 6076.084750 = -37397516.401662
  nChanged 54
		SP:Iteration 24Q (63440.430000 sec): 3 clusters
  Score: Raw -37403629.828612 + Penalty 6076.084750 = -37397553.743862
  nChanged 40
		SP:Iteration 25Q (63442.140000 sec): 3 clusters
  Score: Raw -37403656.420729 + Penalty 6076.084750 = -37397580.335978
  nChanged 32
		SP:Iteration 26Q (63443.910000 sec): 3 clusters
  Score: Raw -37403675.540613 + Penalty 6076.084750 = -37397599.455863
  nChanged 18
		SP:Iteration 27Q (63445.670000 sec): 3 clusters
  Score: Raw -37403689.714179 + Penalty 6076.084750 = -37397613.629429
  nChanged 13
		SP:Iteration 28Q (63447.480000 sec): 3 clusters
  Score: Raw -37403698.038355 + Penalty 6076.084750 = -37397621.953605
  nChanged 8
		SP:Iteration 29Q (63449.280000 sec): 3 clusters
  Score: Raw -37403702.108290 + Penalty 6076.084750 = -37397626.023540
  nChanged 4
		SP:Iteration 30Q (63451.150000 sec): 3 clusters
  Score: Raw -37403704.523224 + Penalty 6076.084750 = -37397628.438474
  nChanged 7
		SP:Iteration 31Q (63452.870000 sec): 3 clusters
  Score: Raw -37403709.880084 + Penalty 6076.084750 = -37397633.795334
  nChanged 11
		SP:Iteration 32Q (63454.680000 sec): 3 clusters
  Score: Raw -37403715.983015 + Penalty 6076.084750 = -37397639.898265
  nChanged 7
		SP:Iteration 33Q (63456.480000 sec): 3 clusters
  Score: Raw -37403720.622304 + Penalty 6076.084750 = -37397644.537554
  nChanged 3
		SP:Iteration 34Q (63458.270000 sec): 3 clusters
  Score: Raw -37403721.728613 + Penalty 6076.084750 = -37397645.643863
  nChanged 3
		SP:Iteration 35Q (63460.070000 sec): 3 clusters
  Score: Raw -37403723.166021 + Penalty 6076.084750 = -37397647.081271
  nChanged 2
		SP:Iteration 36Q (63461.880000 sec): 3 clusters
  Score: Raw -37403724.352839 + Penalty 6076.084750 = -37397648.268089
  nChanged 2
		SP:Iteration 37Q (63463.660000 sec): 3 clusters
  Score: Raw -37403725.408482 + Penalty 6076.084750 = -37397649.323731
  nChanged 2
		SP:Iteration 38Q (63465.410000 sec): 3 clusters
  Score: Raw -37403726.343042 + Penalty 6076.084750 = -37397650.258292
  nChanged 0
		SP:Iteration 39F (63467.470000 sec): 3 clusters
  Score: Raw -37403726.343042 + Penalty 6076.084750 = -37397650.258292
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63467.580000 sec): 2 clusters
  Score: Raw -36807.423277 + Penalty 1343.192900 = -35464.230377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63467.750000 sec): 3 clusters
  Score: Raw -37092.994043 + Penalty 2686.385799 = -34406.608244
  nChanged 29
		SP:Iteration 1F (63467.930000 sec): 3 clusters
  Score: Raw -37219.442045 + Penalty 2686.385799 = -34533.056246
  nChanged 6
		SP:Iteration 2Q (63468.100000 sec): 3 clusters
  Score: Raw -37235.863973 + Penalty 2686.385799 = -34549.478173
  nChanged 2
		SP:Iteration 3Q (63468.280000 sec): 3 clusters
  Score: Raw -37238.536460 + Penalty 2686.385799 = -34552.150661
  nChanged 1
		SP:Iteration 4Q (63468.450000 sec): 3 clusters
  Score: Raw -37239.176919 + Penalty 2686.385799 = -34552.791119
  nChanged 0
		SP:Iteration 5F (63468.630000 sec): 3 clusters
  Score: Raw -37239.176919 + Penalty 2686.385799 = -34552.791119
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63468.720000 sec): 2 clusters
  Score: Raw -106361.454920 + Penalty 1603.217899 = -104758.237021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63468.890000 sec): 3 clusters
  Score: Raw -106309.831722 + Penalty 3206.435799 = -103103.395924
  nChanged 135
		SP:Iteration 1F (63469.070000 sec): 3 clusters
  Score: Raw -106556.615666 + Penalty 3206.435799 = -103350.179867
  nChanged 29
		SP:Iteration 2Q (63469.250000 sec): 3 clusters
  Score: Raw -106608.281078 + Penalty 3206.435799 = -103401.845279
  nChanged 12
		SP:Iteration 3Q (63469.420000 sec): 3 clusters
  Score: Raw -106638.044377 + Penalty 3206.435799 = -103431.608578
  nChanged 9
		SP:Iteration 4Q (63469.600000 sec): 3 clusters
  Score: Raw -106662.479763 + Penalty 3206.435799 = -103456.043965
  nChanged 7
		SP:Iteration 5Q (63469.770000 sec): 3 clusters
  Score: Raw -106675.472591 + Penalty 3206.435799 = -103469.036793
  nChanged 8
		SP:Iteration 6Q (63469.950000 sec): 3 clusters
  Score: Raw -106687.777126 + Penalty 3206.435799 = -103481.341328
  nChanged 3
		SP:Iteration 7Q (63470.130000 sec): 3 clusters
  Score: Raw -106690.401790 + Penalty 3206.435799 = -103483.965992
  nChanged 0
		SP:Iteration 8F (63470.300000 sec): 3 clusters
  Score: Raw -106690.401790 + Penalty 3206.435799 = -103483.965992
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 28 (354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63470.390000 sec): 2 clusters
  Score: Raw -51373.311557 + Penalty 1455.585634 = -49917.725922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63470.570000 sec): 3 clusters
  Score: Raw -51522.242045 + Penalty 2911.171269 = -48611.070776
  nChanged 51
		SP:Iteration 1F (63470.740000 sec): 3 clusters
  Score: Raw -51724.378298 + Penalty 2911.171269 = -48813.207029
  nChanged 20
		SP:Iteration 2F (63470.920000 sec): 3 clusters
  Score: Raw -51830.920186 + Penalty 2911.171269 = -48919.748917
  nChanged 14
		SP:Iteration 3Q (63471.090000 sec): 3 clusters
  Score: Raw -51887.209450 + Penalty 2911.171269 = -48976.038181
  nChanged 10
		SP:Iteration 4Q (63471.270000 sec): 3 clusters
  Score: Raw -51926.649910 + Penalty 2911.171269 = -49015.478641
  nChanged 5
		SP:Iteration 5Q (63471.450000 sec): 3 clusters
  Score: Raw -51947.473282 + Penalty 2911.171269 = -49036.302013
  nChanged 8
		SP:Iteration 6Q (63471.620000 sec): 3 clusters
  Score: Raw -51977.855814 + Penalty 2911.171269 = -49066.684545
  nChanged 3
		SP:Iteration 7Q (63471.800000 sec): 3 clusters
  Score: Raw -51984.389024 + Penalty 2911.171269 = -49073.217755
  nChanged 0
		SP:Iteration 8F (63471.970000 sec): 3 clusters
  Score: Raw -51984.389024 + Penalty 2911.171269 = -49073.217755
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 29 (503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63472.020000 sec): 2 clusters
  Score: Raw -71910.755200 + Penalty 1542.706362 = -70368.048837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63472.030000 sec): 3 clusters
  Score: Raw -72014.897686 + Penalty 3085.412724 = -68929.484961
  nChanged 115
		SP:Iteration 1F (63472.050000 sec): 3 clusters
  Score: Raw -72509.926823 + Penalty 3085.412724 = -69424.514099
  nChanged 48
		SP:Iteration 2F (63472.060000 sec): 3 clusters
  Score: Raw -72834.902516 + Penalty 3085.412724 = -69749.489791
  nChanged 31
		SP:Iteration 3F (63472.080000 sec): 3 clusters
  Score: Raw -73017.145397 + Penalty 3085.412724 = -69931.732673
  nChanged 15
		SP:Iteration 4Q (63472.100000 sec): 3 clusters
  Score: Raw -73102.428589 + Penalty 3085.412724 = -70017.015865
  nChanged 16
		SP:Iteration 5Q (63472.130000 sec): 3 clusters
  Score: Raw -73211.489915 + Penalty 3085.412724 = -70126.077190
  nChanged 13
		SP:Iteration 6Q (63472.140000 sec): 3 clusters
  Score: Raw -73373.929849 + Penalty 3085.412724 = -70288.517124
  nChanged 15
		SP:Iteration 7Q (63472.160000 sec): 3 clusters
  Score: Raw -73494.393280 + Penalty 3085.412724 = -70408.980555
  nChanged 9
		SP:Iteration 8Q (63472.170000 sec): 3 clusters
  Score: Raw -73600.640436 + Penalty 3085.412724 = -70515.227712
  nChanged 6
		SP:Iteration 9Q (63472.190000 sec): 3 clusters
  Score: Raw -73653.886511 + Penalty 3085.412724 = -70568.473787
  nChanged 3
		SP:Iteration 10Q (63472.200000 sec): 3 clusters
  Score: Raw -73674.564789 + Penalty 3085.412724 = -70589.152065
  nChanged 4
		SP:Iteration 11Q (63472.220000 sec): 3 clusters
  Score: Raw -73731.847936 + Penalty 3085.412724 = -70646.435212
  nChanged 4
		SP:Iteration 12Q (63472.250000 sec): 3 clusters
  Score: Raw -73852.847326 + Penalty 3085.412724 = -70767.434602
  nChanged 2
		SP:Iteration 13Q (63472.270000 sec): 3 clusters
  Score: Raw -73857.461940 + Penalty 3085.412724 = -70772.049216
  nChanged 2
		SP:Iteration 14Q (63472.290000 sec): 3 clusters
  Score: Raw -73861.673381 + Penalty 3085.412724 = -70776.260656
  nChanged 1
		SP:Iteration 15Q (63472.310000 sec): 3 clusters
  Score: Raw -73864.262516 + Penalty 3085.412724 = -70778.849792
  nChanged 2
		SP:Iteration 16Q (63472.330000 sec): 3 clusters
  Score: Raw -73872.271045 + Penalty 3085.412724 = -70786.858321
  nChanged 0
		SP:Iteration 17F (63472.350000 sec): 3 clusters
  Score: Raw -73872.271045 + Penalty 3085.412724 = -70786.858321
  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 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63472.420000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63472.600000 sec): 3 clusters
  Score: Raw -85408.551888 + Penalty 3126.099012 = -82282.452876
  nChanged 110
		SP:Iteration 1F (63472.770000 sec): 3 clusters
  Score: Raw -85605.855428 + Penalty 3126.099012 = -82479.756416
  nChanged 27
		SP:Iteration 2Q (63472.900000 sec): 3 clusters
  Score: Raw -85661.563966 + Penalty 3126.099012 = -82535.464954
  nChanged 9
		SP:Iteration 3Q (63472.910000 sec): 3 clusters
  Score: Raw -85686.010517 + Penalty 3126.099012 = -82559.911505
  nChanged 9
		SP:Iteration 4Q (63472.930000 sec): 3 clusters
  Score: Raw -85717.467873 + Penalty 3126.099012 = -82591.368861
  nChanged 7
		SP:Iteration 5Q (63472.940000 sec): 3 clusters
  Score: Raw -85741.830912 + Penalty 3126.099012 = -82615.731900
  nChanged 10
		SP:Iteration 6Q (63472.960000 sec): 3 clusters
  Score: Raw -85771.548183 + Penalty 3126.099012 = -82645.449171
  nChanged 6
		SP:Iteration 7Q (63472.980000 sec): 3 clusters
  Score: Raw -85784.475045 + Penalty 3126.099012 = -82658.376033
  nChanged 3
		SP:Iteration 8Q (63473.000000 sec): 3 clusters
  Score: Raw -85791.711535 + Penalty 3126.099012 = -82665.612523
  nChanged 3
		SP:Iteration 9Q (63473.030000 sec): 3 clusters
  Score: Raw -85795.675048 + Penalty 3126.099012 = -82669.576036
  nChanged 1
		SP:Iteration 10Q (63473.050000 sec): 3 clusters
  Score: Raw -85796.780182 + Penalty 3126.099012 = -82670.681170
  nChanged 1
		SP:Iteration 11Q (63473.070000 sec): 3 clusters
  Score: Raw -85798.662895 + Penalty 3126.099012 = -82672.563883
  nChanged 4
		SP:Iteration 12Q (63473.090000 sec): 3 clusters
  Score: Raw -85805.834475 + Penalty 3126.099012 = -82679.735463
  nChanged 4
		SP:Iteration 13Q (63473.120000 sec): 3 clusters
  Score: Raw -85818.846285 + Penalty 3126.099012 = -82692.747273
  nChanged 2
		SP:Iteration 14Q (63473.140000 sec): 3 clusters
  Score: Raw -85822.064929 + Penalty 3126.099012 = -82695.965917
  nChanged 1
		SP:Iteration 15Q (63473.170000 sec): 3 clusters
  Score: Raw -85823.829407 + Penalty 3126.099012 = -82697.730395
  nChanged 0
		SP:Iteration 16F (63473.190000 sec): 3 clusters
  Score: Raw -85823.829407 + Penalty 3126.099012 = -82697.730395
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63473.210000 sec): 2 clusters
  Score: Raw -24083.199166 + Penalty 1413.710006 = -22669.489159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63473.220000 sec): 3 clusters
  Score: Raw -24370.452960 + Penalty 2827.420012 = -21543.032948
  nChanged 63
		SP:Iteration 1F (63473.230000 sec): 3 clusters
  Score: Raw -24633.239617 + Penalty 2827.420012 = -21805.819605
  nChanged 18
		SP:Iteration 2F (63473.240000 sec): 3 clusters
  Score: Raw -24709.481600 + Penalty 2827.420012 = -21882.061587
  nChanged 11
		SP:Iteration 3Q (63473.250000 sec): 3 clusters
  Score: Raw -24750.453441 + Penalty 2827.420012 = -21923.033428
  nChanged 4
		SP:Iteration 4Q (63473.270000 sec): 3 clusters
  Score: Raw -24766.958698 + Penalty 2827.420012 = -21939.538685
  nChanged 1
		SP:Iteration 5Q (63473.280000 sec): 3 clusters
  Score: Raw -24785.988588 + Penalty 2827.420012 = -21958.568575
  nChanged 1
		SP:Iteration 6Q (63473.290000 sec): 3 clusters
  Score: Raw -24803.970375 + Penalty 2827.420012 = -21976.550362
  nChanged 2
		SP:Iteration 7Q (63473.290000 sec): 3 clusters
  Score: Raw -24827.722334 + Penalty 2827.420012 = -22000.302322
  nChanged 6
		SP:Iteration 8Q (63473.310000 sec): 3 clusters
  Score: Raw -24909.423707 + Penalty 2827.420012 = -22082.003694
  nChanged 11
		SP:Iteration 9Q (63473.320000 sec): 3 clusters
  Score: Raw -25031.105332 + Penalty 2827.420012 = -22203.685320
  nChanged 7
		SP:Iteration 10Q (63473.330000 sec): 3 clusters
  Score: Raw -25097.356993 + Penalty 2827.420012 = -22269.936981
  nChanged 7
		SP:Iteration 11Q (63473.340000 sec): 3 clusters
  Score: Raw -25183.068614 + Penalty 2827.420012 = -22355.648601
  nChanged 6
		SP:Iteration 12Q (63473.350000 sec): 3 clusters
  Score: Raw -25263.518915 + Penalty 2827.420012 = -22436.098902
  nChanged 11
		SP:Iteration 13Q (63473.360000 sec): 3 clusters
  Score: Raw -25359.038872 + Penalty 2827.420012 = -22531.618860
  nChanged 6
		SP:Iteration 14Q (63473.380000 sec): 3 clusters
  Score: Raw -25412.116372 + Penalty 2827.420012 = -22584.696360
  nChanged 1
		SP:Iteration 15Q (63473.380000 sec): 3 clusters
  Score: Raw -25414.498363 + Penalty 2827.420012 = -22587.078351
  nChanged 0
		SP:Iteration 16F (63473.390000 sec): 3 clusters
  Score: Raw -25441.661078 + Penalty 2827.420012 = -22614.241065
  nChanged 5
		SP:Iteration 17Q (63473.400000 sec): 3 clusters
  Score: Raw -25517.494463 + Penalty 2827.420012 = -22690.074450
  nChanged 6
		SP:Iteration 18Q (63473.420000 sec): 3 clusters
  Score: Raw -25569.318836 + Penalty 2827.420012 = -22741.898823
  nChanged 2
		SP:Iteration 19Q (63473.420000 sec): 3 clusters
  Score: Raw -25600.739521 + Penalty 2827.420012 = -22773.319509
  nChanged 5
		SP:Iteration 20F (63473.440000 sec): 3 clusters
  Score: Raw -25705.320427 + Penalty 2827.420012 = -22877.900414
  nChanged 4
		SP:Iteration 21Q (63473.440000 sec): 3 clusters
  Score: Raw -25767.201459 + Penalty 2827.420012 = -22939.781446
  nChanged 3
		SP:Iteration 22Q (63473.450000 sec): 3 clusters
  Score: Raw -25784.585345 + Penalty 2827.420012 = -22957.165333
  nChanged 1
		SP:Iteration 23Q (63473.460000 sec): 3 clusters
  Score: Raw -25793.066390 + Penalty 2827.420012 = -22965.646377
  nChanged 0
		SP:Iteration 24F (63473.480000 sec): 3 clusters
  Score: Raw -25793.066390 + Penalty 2827.420012 = -22965.646377
  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 3.87 GB.

 Trying to split cluster 32 (1117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63473.580000 sec): 2 clusters
  Score: Raw -209996.890790 + Penalty 1740.563646 = -208256.327144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63473.760000 sec): 3 clusters
  Score: Raw -209696.925911 + Penalty 3481.127292 = -206215.798618
  nChanged 298
		SP:Iteration 1F (63473.930000 sec): 3 clusters
  Score: Raw -210012.744429 + Penalty 3481.127292 = -206531.617137
  nChanged 82
		SP:Iteration 2F (63474.110000 sec): 3 clusters
  Score: Raw -210104.353005 + Penalty 3481.127292 = -206623.225713
  nChanged 27
		SP:Iteration 3Q (63474.280000 sec): 3 clusters
  Score: Raw -210143.375098 + Penalty 3481.127292 = -206662.247805
  nChanged 22
		SP:Iteration 4Q (63474.460000 sec): 3 clusters
  Score: Raw -210168.491145 + Penalty 3481.127292 = -206687.363853
  nChanged 17
		SP:Iteration 5Q (63474.640000 sec): 3 clusters
  Score: Raw -210188.869134 + Penalty 3481.127292 = -206707.741842
  nChanged 9
		SP:Iteration 6Q (63474.810000 sec): 3 clusters
  Score: Raw -210202.215830 + Penalty 3481.127292 = -206721.088537
  nChanged 9
		SP:Iteration 7Q (63474.990000 sec): 3 clusters
  Score: Raw -210209.292219 + Penalty 3481.127292 = -206728.164927
  nChanged 4
		SP:Iteration 8Q (63475.160000 sec): 3 clusters
  Score: Raw -210212.275827 + Penalty 3481.127292 = -206731.148535
  nChanged 2
		SP:Iteration 9Q (63475.330000 sec): 3 clusters
  Score: Raw -210213.898447 + Penalty 3481.127292 = -206732.771155
  nChanged 2
		SP:Iteration 10Q (63475.510000 sec): 3 clusters
  Score: Raw -210216.586494 + Penalty 3481.127292 = -206735.459202
  nChanged 4
		SP:Iteration 11Q (63475.680000 sec): 3 clusters
  Score: Raw -210220.250115 + Penalty 3481.127292 = -206739.122823
  nChanged 0
		SP:Iteration 12F (63475.860000 sec): 3 clusters
  Score: Raw -210220.250115 + Penalty 3481.127292 = -206739.122823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 33 (99505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63476.560000 sec): 2 clusters
  Score: Raw -19069740.833616 + Penalty 2853.974867 = -19066886.858749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63477.580000 sec): 3 clusters
  Score: Raw -19006099.152700 + Penalty 5707.949734 = -19000391.202966
  nChanged 47064
		SP:Iteration 1F (63478.610000 sec): 3 clusters
  Score: Raw -19033367.568826 + Penalty 5707.949734 = -19027659.619092
  nChanged 3796
		SP:Iteration 2Q (63479.640000 sec): 3 clusters
  Score: Raw -19034558.905160 + Penalty 5707.949734 = -19028850.955426
  nChanged 4137
		SP:Iteration 3Q (63480.620000 sec): 3 clusters
  Score: Raw -19036104.734542 + Penalty 5707.949734 = -19030396.784809
  nChanged 4875
		SP:Iteration 4Q (63481.620000 sec): 3 clusters
  Score: Raw -19038204.300375 + Penalty 5707.949734 = -19032496.350641
  nChanged 5643
		SP:Iteration 5F (63482.510000 sec): 3 clusters
  Score: Raw -19041065.663902 + Penalty 5707.949734 = -19035357.714168
  nChanged 6373
		SP:Iteration 6F (63483.410000 sec): 3 clusters
  Score: Raw -19044690.515806 + Penalty 5707.949734 = -19038982.566072
  nChanged 6618
		SP:Iteration 7F (63484.340000 sec): 3 clusters
  Score: Raw -19048471.847379 + Penalty 5707.949734 = -19042763.897645
  nChanged 5940
		SP:Iteration 8F (63485.370000 sec): 3 clusters
  Score: Raw -19051820.078138 + Penalty 5707.949734 = -19046112.128404
  nChanged 4924
		SP:Iteration 9Q (63486.450000 sec): 3 clusters
  Score: Raw -19054563.465786 + Penalty 5707.949734 = -19048855.516052
  nChanged 4131
		SP:Iteration 10Q (63487.500000 sec): 3 clusters
  Score: Raw -19056837.710562 + Penalty 5707.949734 = -19051129.760829
  nChanged 3405
		SP:Iteration 11Q (63488.550000 sec): 3 clusters
  Score: Raw -19058605.468529 + Penalty 5707.949734 = -19052897.518795
  nChanged 2768
		SP:Iteration 12Q (63489.610000 sec): 3 clusters
  Score: Raw -19060036.925321 + Penalty 5707.949734 = -19054328.975587
  nChanged 2445
		SP:Iteration 13Q (63490.710000 sec): 3 clusters
  Score: Raw -19061305.912120 + Penalty 5707.949734 = -19055597.962386
  nChanged 2114
		SP:Iteration 14Q (63491.660000 sec): 3 clusters
  Score: Raw -19062453.332166 + Penalty 5707.949734 = -19056745.382432
  nChanged 1957
		SP:Iteration 15Q (63492.630000 sec): 3 clusters
  Score: Raw -19063514.546294 + Penalty 5707.949734 = -19057806.596560
  nChanged 1731
		SP:Iteration 16Q (63493.650000 sec): 3 clusters
  Score: Raw -19064460.050552 + Penalty 5707.949734 = -19058752.100818
  nChanged 1514
		SP:Iteration 17Q (63494.580000 sec): 3 clusters
  Score: Raw -19065298.453155 + Penalty 5707.949734 = -19059590.503421
  nChanged 1342
		SP:Iteration 18Q (63495.520000 sec): 3 clusters
  Score: Raw -19066011.266117 + Penalty 5707.949734 = -19060303.316383
  nChanged 1205
		SP:Iteration 19Q (63496.460000 sec): 3 clusters
  Score: Raw -19066656.448311 + Penalty 5707.949734 = -19060948.498577
  nChanged 1061
		SP:Iteration 20F (63497.360000 sec): 3 clusters
  Score: Raw -19067211.879995 + Penalty 5707.949734 = -19061503.930261
  nChanged 923
		SP:Iteration 21Q (63498.190000 sec): 3 clusters
  Score: Raw -19067716.233596 + Penalty 5707.949734 = -19062008.283862
  nChanged 811
		SP:Iteration 22Q (63499.010000 sec): 3 clusters
  Score: Raw -19068172.656666 + Penalty 5707.949734 = -19062464.706932
  nChanged 690
		SP:Iteration 23Q (63499.840000 sec): 3 clusters
  Score: Raw -19068575.606538 + Penalty 5707.949734 = -19062867.656804
  nChanged 595
		SP:Iteration 24Q (63500.640000 sec): 3 clusters
  Score: Raw -19068921.112813 + Penalty 5707.949734 = -19063213.163079
  nChanged 477
		SP:Iteration 25Q (63501.470000 sec): 3 clusters
  Score: Raw -19069199.275310 + Penalty 5707.949734 = -19063491.325576
  nChanged 360
		SP:Iteration 26Q (63502.280000 sec): 3 clusters
  Score: Raw -19069417.842950 + Penalty 5707.949734 = -19063709.893216
  nChanged 286
		SP:Iteration 27Q (63503.180000 sec): 3 clusters
  Score: Raw -19069581.824397 + Penalty 5707.949734 = -19063873.874663
  nChanged 224
		SP:Iteration 28Q (63504.030000 sec): 3 clusters
  Score: Raw -19069712.481164 + Penalty 5707.949734 = -19064004.531431
  nChanged 162
		SP:Iteration 29Q (63504.930000 sec): 3 clusters
  Score: Raw -19069801.645226 + Penalty 5707.949734 = -19064093.695492
  nChanged 126
		SP:Iteration 30Q (63505.740000 sec): 3 clusters
  Score: Raw -19069880.061761 + Penalty 5707.949734 = -19064172.112027
  nChanged 96
		SP:Iteration 31Q (63506.610000 sec): 3 clusters
  Score: Raw -19069935.324772 + Penalty 5707.949734 = -19064227.375038
  nChanged 90
		SP:Iteration 32Q (63507.430000 sec): 3 clusters
  Score: Raw -19069984.166037 + Penalty 5707.949734 = -19064276.216303
  nChanged 65
		SP:Iteration 33Q (63508.240000 sec): 3 clusters
  Score: Raw -19070016.784771 + Penalty 5707.949734 = -19064308.835038
  nChanged 56
		SP:Iteration 34Q (63509.120000 sec): 3 clusters
  Score: Raw -19070045.486439 + Penalty 5707.949734 = -19064337.536705
  nChanged 47
		SP:Iteration 35Q (63509.990000 sec): 3 clusters
  Score: Raw -19070071.482919 + Penalty 5707.949734 = -19064363.533185
  nChanged 46
		SP:Iteration 36Q (63510.900000 sec): 3 clusters
  Score: Raw -19070095.073276 + Penalty 5707.949734 = -19064387.123542
  nChanged 30
		SP:Iteration 37Q (63511.750000 sec): 3 clusters
  Score: Raw -19070113.218853 + Penalty 5707.949734 = -19064405.269119
  nChanged 32
		SP:Iteration 38Q (63512.650000 sec): 3 clusters
  Score: Raw -19070128.765202 + Penalty 5707.949734 = -19064420.815468
  nChanged 27
		SP:Iteration 39Q (63513.510000 sec): 3 clusters
  Score: Raw -19070140.664194 + Penalty 5707.949734 = -19064432.714460
  nChanged 19
		SP:Iteration 40F (63514.500000 sec): 3 clusters
  Score: Raw -19070149.186198 + Penalty 5707.949734 = -19064441.236464
  nChanged 16
		SP:Iteration 41Q (63515.360000 sec): 3 clusters
  Score: Raw -19070157.765577 + Penalty 5707.949734 = -19064449.815843
  nChanged 14
		SP:Iteration 42Q (63516.220000 sec): 3 clusters
  Score: Raw -19070167.211534 + Penalty 5707.949734 = -19064459.261801
  nChanged 12
		SP:Iteration 43Q (63517.120000 sec): 3 clusters
  Score: Raw -19070173.411318 + Penalty 5707.949734 = -19064465.461584
  nChanged 9
		SP:Iteration 44Q (63517.980000 sec): 3 clusters
  Score: Raw -19070178.368955 + Penalty 5707.949734 = -19064470.419222
  nChanged 8
		SP:Iteration 45Q (63518.780000 sec): 3 clusters
  Score: Raw -19070181.986318 + Penalty 5707.949734 = -19064474.036584
  nChanged 11
		SP:Iteration 46Q (63519.620000 sec): 3 clusters
  Score: Raw -19070189.315824 + Penalty 5707.949734 = -19064481.366090
  nChanged 11
		SP:Iteration 47Q (63520.520000 sec): 3 clusters
  Score: Raw -19070195.550157 + Penalty 5707.949734 = -19064487.600423
  nChanged 9
		SP:Iteration 48Q (63521.330000 sec): 3 clusters
  Score: Raw -19070200.946622 + Penalty 5707.949734 = -19064492.996888
  nChanged 7
		SP:Iteration 49Q (63522.210000 sec): 3 clusters
  Score: Raw -19070204.509848 + Penalty 5707.949734 = -19064496.560114
  nChanged 6
		SP:Iteration 50Q (63523.070000 sec): 3 clusters
  Score: Raw -19070207.692799 + Penalty 5707.949734 = -19064499.743065
  nChanged 7
		SP:Iteration 51Q (63523.910000 sec): 3 clusters
  Score: Raw -19070211.693487 + Penalty 5707.949734 = -19064503.743753
  nChanged 9
		SP:Iteration 52Q (63524.790000 sec): 3 clusters
  Score: Raw -19070216.763232 + Penalty 5707.949734 = -19064508.813498
  nChanged 8
		SP:Iteration 53Q (63525.650000 sec): 3 clusters
  Score: Raw -19070220.718295 + Penalty 5707.949734 = -19064512.768561
  nChanged 2
		SP:Iteration 54Q (63526.530000 sec): 3 clusters
  Score: Raw -19070221.639184 + Penalty 5707.949734 = -19064513.689450
  nChanged 2
		SP:Iteration 55Q (63527.430000 sec): 3 clusters
  Score: Raw -19070222.795855 + Penalty 5707.949734 = -19064514.846122
  nChanged 2
		SP:Iteration 56Q (63528.300000 sec): 3 clusters
  Score: Raw -19070224.206186 + Penalty 5707.949734 = -19064516.256452
  nChanged 2
		SP:Iteration 57Q (63529.210000 sec): 3 clusters
  Score: Raw -19070225.055937 + Penalty 5707.949734 = -19064517.106203
  nChanged 1
		SP:Iteration 58Q (63530.070000 sec): 3 clusters
  Score: Raw -19070225.563335 + Penalty 5707.949734 = -19064517.613601
  nChanged 3
		SP:Iteration 59Q (63530.970000 sec): 3 clusters
  Score: Raw -19070226.805941 + Penalty 5707.949734 = -19064518.856207
  nChanged 2
		SP:Iteration 60F (63531.840000 sec): 3 clusters
  Score: Raw -19070227.625257 + Penalty 5707.949734 = -19064519.675523
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 34 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63531.930000 sec): 2 clusters
  Score: Raw -65153.944693 + Penalty 1477.047668 = -63676.897026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63532.100000 sec): 3 clusters
  Score: Raw -65216.690176 + Penalty 2954.095335 = -62262.594841
  nChanged 53
		SP:Iteration 1F (63532.280000 sec): 3 clusters
  Score: Raw -65349.077564 + Penalty 2954.095335 = -62394.982228
  nChanged 14
		SP:Iteration 2Q (63532.460000 sec): 3 clusters
  Score: Raw -65387.246109 + Penalty 2954.095335 = -62433.150773
  nChanged 4
		SP:Iteration 3Q (63532.630000 sec): 3 clusters
  Score: Raw -65396.743307 + Penalty 2954.095335 = -62442.647972
  nChanged 1
		SP:Iteration 4Q (63532.810000 sec): 3 clusters
  Score: Raw -65399.990531 + Penalty 2954.095335 = -62445.895195
  nChanged 2
		SP:Iteration 5Q (63532.980000 sec): 3 clusters
  Score: Raw -65405.970053 + Penalty 2954.095335 = -62451.874717
  nChanged 0
		SP:Iteration 6F (63533.160000 sec): 3 clusters
  Score: Raw -65405.970053 + Penalty 2954.095335 = -62451.874717
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 35 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63533.250000 sec): 2 clusters
  Score: Raw -217538.958770 + Penalty 1764.664367 = -215774.294403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63533.420000 sec): 3 clusters
  Score: Raw -217194.990443 + Penalty 3529.328735 = -213665.661708
  nChanged 343
		SP:Iteration 1F (63533.600000 sec): 3 clusters
  Score: Raw -217516.795884 + Penalty 3529.328735 = -213987.467149
  nChanged 91
		SP:Iteration 2F (63533.780000 sec): 3 clusters
  Score: Raw -217625.784227 + Penalty 3529.328735 = -214096.455492
  nChanged 47
		SP:Iteration 3Q (63533.950000 sec): 3 clusters
  Score: Raw -217689.178695 + Penalty 3529.328735 = -214159.849960
  nChanged 33
		SP:Iteration 4Q (63534.130000 sec): 3 clusters
  Score: Raw -217728.071898 + Penalty 3529.328735 = -214198.743163
  nChanged 30
		SP:Iteration 5Q (63534.300000 sec): 3 clusters
  Score: Raw -217769.791158 + Penalty 3529.328735 = -214240.462424
  nChanged 20
		SP:Iteration 6Q (63534.480000 sec): 3 clusters
  Score: Raw -217788.120267 + Penalty 3529.328735 = -214258.791532
  nChanged 6
		SP:Iteration 7Q (63534.660000 sec): 3 clusters
  Score: Raw -217798.245686 + Penalty 3529.328735 = -214268.916951
  nChanged 7
		SP:Iteration 8Q (63534.830000 sec): 3 clusters
  Score: Raw -217805.112739 + Penalty 3529.328735 = -214275.784004
  nChanged 5
		SP:Iteration 9Q (63535.010000 sec): 3 clusters
  Score: Raw -217810.180879 + Penalty 3529.328735 = -214280.852144
  nChanged 6
		SP:Iteration 10Q (63535.180000 sec): 3 clusters
  Score: Raw -217819.560398 + Penalty 3529.328735 = -214290.231664
  nChanged 6
		SP:Iteration 11Q (63535.360000 sec): 3 clusters
  Score: Raw -217824.295001 + Penalty 3529.328735 = -214294.966267
  nChanged 5
		SP:Iteration 12Q (63535.540000 sec): 3 clusters
  Score: Raw -217833.510099 + Penalty 3529.328735 = -214304.181364
  nChanged 9
		SP:Iteration 13Q (63535.710000 sec): 3 clusters
  Score: Raw -217843.888020 + Penalty 3529.328735 = -214314.559285
  nChanged 7
		SP:Iteration 14Q (63535.890000 sec): 3 clusters
  Score: Raw -217850.640333 + Penalty 3529.328735 = -214321.311598
  nChanged 1
		SP:Iteration 15Q (63536.100000 sec): 3 clusters
  Score: Raw -217851.650902 + Penalty 3529.328735 = -214322.322167
  nChanged 1
		SP:Iteration 16Q (63536.270000 sec): 3 clusters
  Score: Raw -217852.029367 + Penalty 3529.328735 = -214322.700633
  nChanged 0
		SP:Iteration 17F (63536.440000 sec): 3 clusters
  Score: Raw -217852.029367 + Penalty 3529.328735 = -214322.700633
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 36 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63536.510000 sec): 2 clusters
  Score: Raw -16195.844102 + Penalty 1195.429828 = -15000.414274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63536.680000 sec): 3 clusters
  Score: Raw -16608.014560 + Penalty 2390.859657 = -14217.154903
  nChanged 5
		SP:Iteration 1Q (63536.860000 sec): 3 clusters
  Score: Raw -16649.187379 + Penalty 2390.859657 = -14258.327722
  nChanged 3
		SP:Iteration 2Q (63537.040000 sec): 3 clusters
  Score: Raw -16659.921710 + Penalty 2390.859657 = -14269.062053
  nChanged 1
		SP:Iteration 3Q (63537.210000 sec): 3 clusters
  Score: Raw -16663.131204 + Penalty 2390.859657 = -14272.271547
  nChanged 1
		SP:Iteration 4Q (63537.390000 sec): 3 clusters
  Score: Raw -16666.509892 + Penalty 2390.859657 = -14275.650236
  nChanged 1
		SP:Iteration 5Q (63537.560000 sec): 3 clusters
  Score: Raw -16669.222778 + Penalty 2390.859657 = -14278.363121
  nChanged 0
		SP:Iteration 6F (63537.740000 sec): 3 clusters
  Score: Raw -16669.222778 + Penalty 2390.859657 = -14278.363121
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 37 (17040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63537.900000 sec): 2 clusters
  Score: Raw -2917772.736347 + Penalty 2416.343062 = -2915356.393285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63538.230000 sec): 3 clusters
  Score: Raw -2908092.281706 + Penalty 4832.686125 = -2903259.595581
  nChanged 7378
		SP:Iteration 1F (63538.560000 sec): 3 clusters
  Score: Raw -2912013.022653 + Penalty 4832.686125 = -2907180.336528
  nChanged 1004
		SP:Iteration 2F (63538.850000 sec): 3 clusters
  Score: Raw -2912450.242242 + Penalty 4832.686125 = -2907617.556117
  nChanged 838
		SP:Iteration 3Q (63539.180000 sec): 3 clusters
  Score: Raw -2912831.917609 + Penalty 4832.686125 = -2907999.231484
  nChanged 731
		SP:Iteration 4Q (63539.560000 sec): 3 clusters
  Score: Raw -2913165.929882 + Penalty 4832.686125 = -2908333.243757
  nChanged 670
		SP:Iteration 5Q (63539.940000 sec): 3 clusters
  Score: Raw -2913479.796048 + Penalty 4832.686125 = -2908647.109923
  nChanged 625
		SP:Iteration 6Q (63540.320000 sec): 3 clusters
  Score: Raw -2913781.583594 + Penalty 4832.686125 = -2908948.897469
  nChanged 655
		SP:Iteration 7Q (63540.690000 sec): 3 clusters
  Score: Raw -2914108.047533 + Penalty 4832.686125 = -2909275.361408
  nChanged 698
		SP:Iteration 8Q (63541.070000 sec): 3 clusters
  Score: Raw -2914482.180118 + Penalty 4832.686125 = -2909649.493993
  nChanged 724
		SP:Iteration 9Q (63541.410000 sec): 3 clusters
  Score: Raw -2914909.669445 + Penalty 4832.686125 = -2910076.983320
  nChanged 803
		SP:Iteration 10Q (63541.760000 sec): 3 clusters
  Score: Raw -2915441.194797 + Penalty 4832.686125 = -2910608.508672
  nChanged 795
		SP:Iteration 11Q (63542.000000 sec): 3 clusters
  Score: Raw -2916003.851941 + Penalty 4832.686125 = -2911171.165816
  nChanged 728
		SP:Iteration 12Q (63542.240000 sec): 3 clusters
  Score: Raw -2916532.842590 + Penalty 4832.686125 = -2911700.156465
  nChanged 583
		SP:Iteration 13Q (63542.570000 sec): 3 clusters
  Score: Raw -2916939.140786 + Penalty 4832.686125 = -2912106.454661
  nChanged 433
		SP:Iteration 14Q (63542.890000 sec): 3 clusters
  Score: Raw -2917269.836436 + Penalty 4832.686125 = -2912437.150311
  nChanged 307
		SP:Iteration 15Q (63543.230000 sec): 3 clusters
  Score: Raw -2917501.008013 + Penalty 4832.686125 = -2912668.321888
  nChanged 191
		SP:Iteration 16Q (63543.570000 sec): 3 clusters
  Score: Raw -2917647.074882 + Penalty 4832.686125 = -2912814.388757
  nChanged 144
		SP:Iteration 17Q (63543.860000 sec): 3 clusters
  Score: Raw -2917759.084111 + Penalty 4832.686125 = -2912926.397986
  nChanged 95
		SP:Iteration 18Q (63544.160000 sec): 3 clusters
  Score: Raw -2917839.937696 + Penalty 4832.686125 = -2913007.251571
  nChanged 79
		SP:Iteration 19Q (63544.450000 sec): 3 clusters
  Score: Raw -2917912.225605 + Penalty 4832.686125 = -2913079.539480
  nChanged 63
		SP:Iteration 20F (63544.790000 sec): 3 clusters
  Score: Raw -2917967.799870 + Penalty 4832.686125 = -2913135.113745
  nChanged 51
		SP:Iteration 21Q (63545.080000 sec): 3 clusters
  Score: Raw -2918015.315011 + Penalty 4832.686125 = -2913182.628886
  nChanged 40
		SP:Iteration 22Q (63545.380000 sec): 3 clusters
  Score: Raw -2918051.124217 + Penalty 4832.686125 = -2913218.438092
  nChanged 32
		SP:Iteration 23Q (63545.670000 sec): 3 clusters
  Score: Raw -2918083.834004 + Penalty 4832.686125 = -2913251.147879
  nChanged 29
		SP:Iteration 24Q (63545.970000 sec): 3 clusters
  Score: Raw -2918109.698976 + Penalty 4832.686125 = -2913277.012851
  nChanged 19
		SP:Iteration 25Q (63546.260000 sec): 3 clusters
  Score: Raw -2918128.944882 + Penalty 4832.686125 = -2913296.258757
  nChanged 12
		SP:Iteration 26Q (63546.550000 sec): 3 clusters
  Score: Raw -2918136.599539 + Penalty 4832.686125 = -2913303.913414
  nChanged 3
		SP:Iteration 27Q (63546.840000 sec): 3 clusters
  Score: Raw -2918139.515824 + Penalty 4832.686125 = -2913306.829699
  nChanged 6
		SP:Iteration 28Q (63547.130000 sec): 3 clusters
  Score: Raw -2918143.270695 + Penalty 4832.686125 = -2913310.584570
  nChanged 4
		SP:Iteration 29Q (63547.430000 sec): 3 clusters
  Score: Raw -2918147.947431 + Penalty 4832.686125 = -2913315.261306
  nChanged 9
		SP:Iteration 30Q (63547.720000 sec): 3 clusters
  Score: Raw -2918156.543648 + Penalty 4832.686125 = -2913323.857523
  nChanged 5
		SP:Iteration 31Q (63548.010000 sec): 3 clusters
  Score: Raw -2918162.033997 + Penalty 4832.686125 = -2913329.347872
  nChanged 7
		SP:Iteration 32Q (63548.310000 sec): 3 clusters
  Score: Raw -2918168.986824 + Penalty 4832.686125 = -2913336.300699
  nChanged 6
		SP:Iteration 33Q (63548.600000 sec): 3 clusters
  Score: Raw -2918173.482609 + Penalty 4832.686125 = -2913340.796484
  nChanged 1
		SP:Iteration 34Q (63548.890000 sec): 3 clusters
  Score: Raw -2918174.071829 + Penalty 4832.686125 = -2913341.385704
  nChanged 0
		SP:Iteration 35F (63549.230000 sec): 3 clusters
  Score: Raw -2918174.071829 + Penalty 4832.686125 = -2913341.385704
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 38 (21321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63549.450000 sec): 2 clusters
  Score: Raw -3737031.792248 + Penalty 2471.927050 = -3734559.865198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63549.830000 sec): 3 clusters
  Score: Raw -3724685.497934 + Penalty 4943.854100 = -3719741.643834
  nChanged 9375
		SP:Iteration 1F (63550.210000 sec): 3 clusters
  Score: Raw -3729844.964686 + Penalty 4943.854100 = -3724901.110586
  nChanged 1198
		SP:Iteration 2F (63550.580000 sec): 3 clusters
  Score: Raw -3730396.797327 + Penalty 4943.854100 = -3725452.943227
  nChanged 1183
		SP:Iteration 3F (63550.960000 sec): 3 clusters
  Score: Raw -3730998.467341 + Penalty 4943.854100 = -3726054.613241
  nChanged 1258
		SP:Iteration 4F (63551.340000 sec): 3 clusters
  Score: Raw -3731699.542013 + Penalty 4943.854100 = -3726755.687913
  nChanged 1330
		SP:Iteration 5F (63551.720000 sec): 3 clusters
  Score: Raw -3732518.487839 + Penalty 4943.854100 = -3727574.633739
  nChanged 1320
		SP:Iteration 6F (63552.100000 sec): 3 clusters
  Score: Raw -3733441.332865 + Penalty 4943.854100 = -3728497.478765
  nChanged 1283
		SP:Iteration 7F (63552.470000 sec): 3 clusters
  Score: Raw -3734376.938004 + Penalty 4943.854100 = -3729433.083904
  nChanged 1122
		SP:Iteration 8F (63552.850000 sec): 3 clusters
  Score: Raw -3735204.514683 + Penalty 4943.854100 = -3730260.660583
  nChanged 856
		SP:Iteration 9Q (63553.310000 sec): 3 clusters
  Score: Raw -3735846.251316 + Penalty 4943.854100 = -3730902.397216
  nChanged 613
		SP:Iteration 10Q (63553.680000 sec): 3 clusters
  Score: Raw -3736352.040053 + Penalty 4943.854100 = -3731408.185953
  nChanged 455
		SP:Iteration 11Q (63554.010000 sec): 3 clusters
  Score: Raw -3736747.199794 + Penalty 4943.854100 = -3731803.345695
  nChanged 292
		SP:Iteration 12Q (63554.420000 sec): 3 clusters
  Score: Raw -3737041.228988 + Penalty 4943.854100 = -3732097.374888
  nChanged 220
		SP:Iteration 13Q (63554.750000 sec): 3 clusters
  Score: Raw -3737294.802514 + Penalty 4943.854100 = -3732350.948414
  nChanged 175
		SP:Iteration 14Q (63555.080000 sec): 3 clusters
  Score: Raw -3737483.071878 + Penalty 4943.854100 = -3732539.217778
  nChanged 124
		SP:Iteration 15Q (63555.420000 sec): 3 clusters
  Score: Raw -3737606.088393 + Penalty 4943.854100 = -3732662.234293
  nChanged 96
		SP:Iteration 16Q (63555.730000 sec): 3 clusters
  Score: Raw -3737675.564728 + Penalty 4943.854100 = -3732731.710629
  nChanged 71
		SP:Iteration 17Q (63555.980000 sec): 3 clusters
  Score: Raw -3737724.232634 + Penalty 4943.854100 = -3732780.378534
  nChanged 48
		SP:Iteration 18Q (63556.360000 sec): 3 clusters
  Score: Raw -3737746.460778 + Penalty 4943.854100 = -3732802.606679
  nChanged 30
		SP:Iteration 19Q (63556.690000 sec): 3 clusters
  Score: Raw -3737758.439690 + Penalty 4943.854100 = -3732814.585590
  nChanged 25
		SP:Iteration 20F (63557.040000 sec): 3 clusters
  Score: Raw -3737767.144981 + Penalty 4943.854100 = -3732823.290881
  nChanged 16
		SP:Iteration 21Q (63557.310000 sec): 3 clusters
  Score: Raw -3737773.137846 + Penalty 4943.854100 = -3732829.283746
  nChanged 14
		SP:Iteration 22Q (63557.630000 sec): 3 clusters
  Score: Raw -3737777.563504 + Penalty 4943.854100 = -3732833.709405
  nChanged 9
		SP:Iteration 23Q (63558.010000 sec): 3 clusters
  Score: Raw -3737780.901912 + Penalty 4943.854100 = -3732837.047813
  nChanged 6
		SP:Iteration 24Q (63558.350000 sec): 3 clusters
  Score: Raw -3737782.471293 + Penalty 4943.854100 = -3732838.617194
  nChanged 6
		SP:Iteration 25Q (63558.680000 sec): 3 clusters
  Score: Raw -3737785.165329 + Penalty 4943.854100 = -3732841.311229
  nChanged 5
		SP:Iteration 26Q (63559.020000 sec): 3 clusters
  Score: Raw -3737787.168749 + Penalty 4943.854100 = -3732843.314649
  nChanged 4
		SP:Iteration 27Q (63559.350000 sec): 3 clusters
  Score: Raw -3737789.267014 + Penalty 4943.854100 = -3732845.412914
  nChanged 7
		SP:Iteration 28Q (63559.680000 sec): 3 clusters
  Score: Raw -3737791.167562 + Penalty 4943.854100 = -3732847.313462
  nChanged 0
		SP:Iteration 29F (63560.070000 sec): 3 clusters
  Score: Raw -3737791.167562 + Penalty 4943.854100 = -3732847.313462
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 39 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63560.140000 sec): 2 clusters
  Score: Raw -20566.375424 + Penalty 1229.045110 = -19337.330314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63560.270000 sec): 3 clusters
  Score: Raw -20852.300606 + Penalty 2458.090221 = -18394.210386
  nChanged 9
		SP:Iteration 1F (63560.270000 sec): 3 clusters
  Score: Raw -20908.002019 + Penalty 2458.090221 = -18449.911799
  nChanged 3
		SP:Iteration 2Q (63560.280000 sec): 3 clusters
  Score: Raw -20948.863155 + Penalty 2458.090221 = -18490.772935
  nChanged 1
		SP:Iteration 3Q (63560.290000 sec): 3 clusters
  Score: Raw -20952.990130 + Penalty 2458.090221 = -18494.899910
  nChanged 1
		SP:Iteration 4Q (63560.290000 sec): 3 clusters
  Score: Raw -20956.948312 + Penalty 2458.090221 = -18498.858092
  nChanged 0
		SP:Iteration 5F (63560.300000 sec): 3 clusters
  Score: Raw -20956.948312 + Penalty 2458.090221 = -18498.858092
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 40 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63560.330000 sec): 2 clusters
  Score: Raw -66434.522386 + Penalty 1488.350890 = -64946.171496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63560.350000 sec): 3 clusters
  Score: Raw -66522.794119 + Penalty 2976.701779 = -63546.092339
  nChanged 46
		SP:Iteration 1F (63560.370000 sec): 3 clusters
  Score: Raw -66623.650139 + Penalty 2976.701779 = -63646.948359
  nChanged 7
		SP:Iteration 2Q (63560.380000 sec): 3 clusters
  Score: Raw -66646.859922 + Penalty 2976.701779 = -63670.158143
  nChanged 6
		SP:Iteration 3Q (63560.400000 sec): 3 clusters
  Score: Raw -66662.560326 + Penalty 2976.701779 = -63685.858546
  nChanged 2
		SP:Iteration 4Q (63560.410000 sec): 3 clusters
  Score: Raw -66670.349250 + Penalty 2976.701779 = -63693.647470
  nChanged 2
		SP:Iteration 5Q (63560.430000 sec): 3 clusters
  Score: Raw -66687.107908 + Penalty 2976.701779 = -63710.406128
  nChanged 5
		SP:Iteration 6Q (63560.450000 sec): 3 clusters
  Score: Raw -66703.655700 + Penalty 2976.701779 = -63726.953921
  nChanged 4
		SP:Iteration 7Q (63560.460000 sec): 3 clusters
  Score: Raw -66721.567490 + Penalty 2976.701779 = -63744.865710
  nChanged 3
		SP:Iteration 8Q (63560.470000 sec): 3 clusters
  Score: Raw -66747.590627 + Penalty 2976.701779 = -63770.888847
  nChanged 3
		SP:Iteration 9Q (63560.490000 sec): 3 clusters
  Score: Raw -66762.753858 + Penalty 2976.701779 = -63786.052079
  nChanged 4
		SP:Iteration 10Q (63560.510000 sec): 3 clusters
  Score: Raw -66777.868640 + Penalty 2976.701779 = -63801.166860
  nChanged 5
		SP:Iteration 11Q (63560.520000 sec): 3 clusters
  Score: Raw -66788.228973 + Penalty 2976.701779 = -63811.527194
  nChanged 1
		SP:Iteration 12Q (63560.540000 sec): 3 clusters
  Score: Raw -66790.700440 + Penalty 2976.701779 = -63813.998661
  nChanged 1
		SP:Iteration 13Q (63560.550000 sec): 3 clusters
  Score: Raw -66793.840265 + Penalty 2976.701779 = -63817.138485
  nChanged 0
		SP:Iteration 14F (63560.570000 sec): 3 clusters
  Score: Raw -66793.840265 + Penalty 2976.701779 = -63817.138485
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 41 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63560.590000 sec): 2 clusters
  Score: Raw -34904.531740 + Penalty 1355.030288 = -33549.501452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63560.600000 sec): 3 clusters
  Score: Raw -35216.012630 + Penalty 2710.060575 = -32505.952054
  nChanged 27
		SP:Iteration 1F (63560.610000 sec): 3 clusters
  Score: Raw -35370.706848 + Penalty 2710.060575 = -32660.646273
  nChanged 6
		SP:Iteration 2Q (63560.610000 sec): 3 clusters
  Score: Raw -35407.166993 + Penalty 2710.060575 = -32697.106418
  nChanged 2
		SP:Iteration 3Q (63560.620000 sec): 3 clusters
  Score: Raw -35415.759821 + Penalty 2710.060575 = -32705.699245
  nChanged 1
		SP:Iteration 4Q (63560.640000 sec): 3 clusters
  Score: Raw -35424.906162 + Penalty 2710.060575 = -32714.845586
  nChanged 2
		SP:Iteration 5Q (63560.650000 sec): 3 clusters
  Score: Raw -35438.651161 + Penalty 2710.060575 = -32728.590586
  nChanged 0
		SP:Iteration 6F (63560.650000 sec): 3 clusters
  Score: Raw -35438.651161 + Penalty 2710.060575 = -32728.590586
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 42 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63560.670000 sec): 2 clusters
  Score: Raw -41605.268508 + Penalty 1372.280593 = -40232.987915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63560.680000 sec): 3 clusters
  Score: Raw -41773.967233 + Penalty 2744.561186 = -39029.406046
  nChanged 28
		SP:Iteration 1F (63560.690000 sec): 3 clusters
  Score: Raw -41869.380365 + Penalty 2744.561186 = -39124.819179
  nChanged 3
		SP:Iteration 2Q (63560.700000 sec): 3 clusters
  Score: Raw -41885.635007 + Penalty 2744.561186 = -39141.073820
  nChanged 1
		SP:Iteration 3Q (63560.710000 sec): 3 clusters
  Score: Raw -41890.198309 + Penalty 2744.561186 = -39145.637122
  nChanged 1
		SP:Iteration 4Q (63560.710000 sec): 3 clusters
  Score: Raw -41900.197084 + Penalty 2744.561186 = -39155.635897
  nChanged 1
		SP:Iteration 5Q (63560.720000 sec): 3 clusters
  Score: Raw -41906.723272 + Penalty 2744.561186 = -39162.162086
  nChanged 1
		SP:Iteration 6Q (63560.730000 sec): 3 clusters
  Score: Raw -41909.819545 + Penalty 2744.561186 = -39165.258359
  nChanged 0
		SP:Iteration 7F (63560.740000 sec): 3 clusters
  Score: Raw -41909.819545 + Penalty 2744.561186 = -39165.258359
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 43 (2239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63560.800000 sec): 2 clusters
  Score: Raw -369529.875632 + Penalty 1913.018585 = -367616.857047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63560.870000 sec): 3 clusters
  Score: Raw -368705.001430 + Penalty 3826.037170 = -364878.964260
  nChanged 737
		SP:Iteration 1F (63560.920000 sec): 3 clusters
  Score: Raw -369313.372048 + Penalty 3826.037170 = -365487.334878
  nChanged 196
		SP:Iteration 2F (63560.980000 sec): 3 clusters
  Score: Raw -369515.355172 + Penalty 3826.037170 = -365689.318002
  nChanged 131
		SP:Iteration 3F (63561.040000 sec): 3 clusters
  Score: Raw -369655.860209 + Penalty 3826.037170 = -365829.823039
  nChanged 94
		SP:Iteration 4Q (63561.090000 sec): 3 clusters
  Score: Raw -369755.488577 + Penalty 3826.037170 = -365929.451407
  nChanged 86
		SP:Iteration 5Q (63561.150000 sec): 3 clusters
  Score: Raw -369842.712110 + Penalty 3826.037170 = -366016.674940
  nChanged 71
		SP:Iteration 6Q (63561.210000 sec): 3 clusters
  Score: Raw -369911.015496 + Penalty 3826.037170 = -366084.978326
  nChanged 60
		SP:Iteration 7Q (63561.270000 sec): 3 clusters
  Score: Raw -369964.563920 + Penalty 3826.037170 = -366138.526751
  nChanged 54
		SP:Iteration 8Q (63561.320000 sec): 3 clusters
  Score: Raw -370016.097060 + Penalty 3826.037170 = -366190.059890
  nChanged 39
		SP:Iteration 9Q (63561.410000 sec): 3 clusters
  Score: Raw -370047.542932 + Penalty 3826.037170 = -366221.505762
  nChanged 38
		SP:Iteration 10Q (63561.470000 sec): 3 clusters
  Score: Raw -370087.719079 + Penalty 3826.037170 = -366261.681910
  nChanged 34
		SP:Iteration 11Q (63561.530000 sec): 3 clusters
  Score: Raw -370116.363420 + Penalty 3826.037170 = -366290.326250
  nChanged 32
		SP:Iteration 12Q (63561.590000 sec): 3 clusters
  Score: Raw -370140.829816 + Penalty 3826.037170 = -366314.792646
  nChanged 16
		SP:Iteration 13Q (63561.640000 sec): 3 clusters
  Score: Raw -370153.156421 + Penalty 3826.037170 = -366327.119251
  nChanged 12
		SP:Iteration 14Q (63561.700000 sec): 3 clusters
  Score: Raw -370160.700204 + Penalty 3826.037170 = -366334.663034
  nChanged 6
		SP:Iteration 15Q (63561.750000 sec): 3 clusters
  Score: Raw -370163.449301 + Penalty 3826.037170 = -366337.412132
  nChanged 3
		SP:Iteration 16Q (63561.810000 sec): 3 clusters
  Score: Raw -370166.385080 + Penalty 3826.037170 = -366340.347910
  nChanged 3
		SP:Iteration 17Q (63561.870000 sec): 3 clusters
  Score: Raw -370167.386877 + Penalty 3826.037170 = -366341.349707
  nChanged 4
		SP:Iteration 18Q (63561.930000 sec): 3 clusters
  Score: Raw -370169.323182 + Penalty 3826.037170 = -366343.286012
  nChanged 3
		SP:Iteration 19Q (63561.990000 sec): 3 clusters
  Score: Raw -370171.387591 + Penalty 3826.037170 = -366345.350421
  nChanged 3
		SP:Iteration 20F (63562.040000 sec): 3 clusters
  Score: Raw -370173.220404 + Penalty 3826.037170 = -366347.183234
  nChanged 4
		SP:Iteration 21Q (63562.100000 sec): 3 clusters
  Score: Raw -370175.399607 + Penalty 3826.037170 = -366349.362438
  nChanged 2
		SP:Iteration 22Q (63562.160000 sec): 3 clusters
  Score: Raw -370176.942741 + Penalty 3826.037170 = -366350.905571
  nChanged 1
		SP:Iteration 23Q (63562.210000 sec): 3 clusters
  Score: Raw -370178.284190 + Penalty 3826.037170 = -366352.247021
  nChanged 1
		SP:Iteration 24Q (63562.270000 sec): 3 clusters
  Score: Raw -370178.815464 + Penalty 3826.037170 = -366352.778294
  nChanged 1
		SP:Iteration 25Q (63562.330000 sec): 3 clusters
  Score: Raw -370179.083501 + Penalty 3826.037170 = -366353.046331
  nChanged 0
		SP:Iteration 26F (63562.390000 sec): 3 clusters
  Score: Raw -370179.083501 + Penalty 3826.037170 = -366353.046331
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 44 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63562.450000 sec): 2 clusters
  Score: Raw -23172.298606 + Penalty 1252.364290 = -21919.934316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63562.630000 sec): 3 clusters
  Score: Raw -23825.449725 + Penalty 2504.728580 = -21320.721145
  nChanged 20
		SP:Iteration 1F (63562.810000 sec): 3 clusters
  Score: Raw -23964.497750 + Penalty 2504.728580 = -21459.769170
  nChanged 3
		SP:Iteration 2Q (63562.980000 sec): 3 clusters
  Score: Raw -23978.700758 + Penalty 2504.728580 = -21473.972178
  nChanged 2
		SP:Iteration 3Q (63563.160000 sec): 3 clusters
  Score: Raw -23995.834776 + Penalty 2504.728580 = -21491.106197
  nChanged 1
		SP:Iteration 4Q (63563.330000 sec): 3 clusters
  Score: Raw -23997.939111 + Penalty 2504.728580 = -21493.210531
  nChanged 0
		SP:Iteration 5F (63563.510000 sec): 3 clusters
  Score: Raw -23997.939111 + Penalty 2504.728580 = -21493.210531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 46 (1030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63563.600000 sec): 2 clusters
  Score: Raw -178287.005237 + Penalty 1720.453892 = -176566.551345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63563.770000 sec): 3 clusters
  Score: Raw -178026.465633 + Penalty 3440.907784 = -174585.557849
  nChanged 257
		SP:Iteration 1F (63563.950000 sec): 3 clusters
  Score: Raw -178315.226876 + Penalty 3440.907784 = -174874.319091
  nChanged 58
		SP:Iteration 2F (63564.130000 sec): 3 clusters
  Score: Raw -178391.673032 + Penalty 3440.907784 = -174950.765248
  nChanged 31
		SP:Iteration 3Q (63564.300000 sec): 3 clusters
  Score: Raw -178431.881868 + Penalty 3440.907784 = -174990.974084
  nChanged 15
		SP:Iteration 4Q (63564.480000 sec): 3 clusters
  Score: Raw -178457.533714 + Penalty 3440.907784 = -175016.625930
  nChanged 11
		SP:Iteration 5Q (63564.650000 sec): 3 clusters
  Score: Raw -178472.391083 + Penalty 3440.907784 = -175031.483298
  nChanged 10
		SP:Iteration 6Q (63564.830000 sec): 3 clusters
  Score: Raw -178484.027363 + Penalty 3440.907784 = -175043.119579
  nChanged 6
		SP:Iteration 7Q (63565.010000 sec): 3 clusters
  Score: Raw -178492.421196 + Penalty 3440.907784 = -175051.513412
  nChanged 7
		SP:Iteration 8Q (63565.180000 sec): 3 clusters
  Score: Raw -178500.289410 + Penalty 3440.907784 = -175059.381626
  nChanged 4
		SP:Iteration 9Q (63565.360000 sec): 3 clusters
  Score: Raw -178504.574453 + Penalty 3440.907784 = -175063.666668
  nChanged 4
		SP:Iteration 10Q (63565.530000 sec): 3 clusters
  Score: Raw -178509.661310 + Penalty 3440.907784 = -175068.753526
  nChanged 2
		SP:Iteration 11Q (63565.710000 sec): 3 clusters
  Score: Raw -178511.696969 + Penalty 3440.907784 = -175070.789185
  nChanged 2
		SP:Iteration 12Q (63565.880000 sec): 3 clusters
  Score: Raw -178513.602286 + Penalty 3440.907784 = -175072.694502
  nChanged 3
		SP:Iteration 13Q (63566.060000 sec): 3 clusters
  Score: Raw -178517.349465 + Penalty 3440.907784 = -175076.441680
  nChanged 3
		SP:Iteration 14Q (63566.230000 sec): 3 clusters
  Score: Raw -178519.986054 + Penalty 3440.907784 = -175079.078270
  nChanged 2
		SP:Iteration 15Q (63566.410000 sec): 3 clusters
  Score: Raw -178521.319985 + Penalty 3440.907784 = -175080.412201
  nChanged 1
		SP:Iteration 16Q (63566.590000 sec): 3 clusters
  Score: Raw -178521.639062 + Penalty 3440.907784 = -175080.731278
  nChanged 0
		SP:Iteration 17F (63566.760000 sec): 3 clusters
  Score: Raw -178521.639062 + Penalty 3440.907784 = -175080.731278
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 47 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63566.850000 sec): 2 clusters
  Score: Raw -80693.474151 + Penalty 1542.212830 = -79151.261321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63567.030000 sec): 3 clusters
  Score: Raw -80770.179477 + Penalty 3084.425659 = -77685.753817
  nChanged 117
		SP:Iteration 1F (63567.200000 sec): 3 clusters
  Score: Raw -81039.343764 + Penalty 3084.425659 = -77954.918105
  nChanged 33
		SP:Iteration 2F (63567.380000 sec): 3 clusters
  Score: Raw -81151.933464 + Penalty 3084.425659 = -78067.507804
  nChanged 15
		SP:Iteration 3Q (63567.550000 sec): 3 clusters
  Score: Raw -81189.907265 + Penalty 3084.425659 = -78105.481606
  nChanged 4
		SP:Iteration 4Q (63567.730000 sec): 3 clusters
  Score: Raw -81202.180749 + Penalty 3084.425659 = -78117.755090
  nChanged 2
		SP:Iteration 5Q (63567.910000 sec): 3 clusters
  Score: Raw -81205.057878 + Penalty 3084.425659 = -78120.632219
  nChanged 0
		SP:Iteration 6F (63568.080000 sec): 3 clusters
  Score: Raw -81205.057878 + Penalty 3084.425659 = -78120.632219
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 48 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63568.170000 sec): 2 clusters
  Score: Raw -24954.831584 + Penalty 1267.772972 = -23687.058612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63568.350000 sec): 3 clusters
  Score: Raw -25427.000099 + Penalty 2535.545943 = -22891.454156
  nChanged 16
		SP:Iteration 1F (63568.520000 sec): 3 clusters
  Score: Raw -25511.636244 + Penalty 2535.545943 = -22976.090301
  nChanged 5
		SP:Iteration 2Q (63568.700000 sec): 3 clusters
  Score: Raw -25554.861152 + Penalty 2535.545943 = -23019.315209
  nChanged 1
		SP:Iteration 3Q (63568.870000 sec): 3 clusters
  Score: Raw -25559.091001 + Penalty 2535.545943 = -23023.545058
  nChanged 0
		SP:Iteration 4F (63569.050000 sec): 3 clusters
  Score: Raw -25559.091001 + Penalty 2535.545943 = -23023.545058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 49 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63569.140000 sec): 2 clusters
  Score: Raw -32710.498023 + Penalty 1421.064746 = -31289.433277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63569.310000 sec): 3 clusters
  Score: Raw -32870.079335 + Penalty 2842.129492 = -30027.949843
  nChanged 57
		SP:Iteration 1F (63569.490000 sec): 3 clusters
  Score: Raw -33052.049065 + Penalty 2842.129492 = -30209.919573
  nChanged 16
		SP:Iteration 2F (63569.670000 sec): 3 clusters
  Score: Raw -33114.417936 + Penalty 2842.129492 = -30272.288444
  nChanged 9
		SP:Iteration 3Q (63569.840000 sec): 3 clusters
  Score: Raw -33156.821716 + Penalty 2842.129492 = -30314.692223
  nChanged 8
		SP:Iteration 4Q (63570.020000 sec): 3 clusters
  Score: Raw -33195.100450 + Penalty 2842.129492 = -30352.970958
  nChanged 5
		SP:Iteration 5Q (63570.190000 sec): 3 clusters
  Score: Raw -33208.041924 + Penalty 2842.129492 = -30365.912432
  nChanged 4
		SP:Iteration 6Q (63570.370000 sec): 3 clusters
  Score: Raw -33216.090814 + Penalty 2842.129492 = -30373.961322
  nChanged 0
		SP:Iteration 7F (63570.550000 sec): 3 clusters
  Score: Raw -33216.090814 + Penalty 2842.129492 = -30373.961322
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 50 (1548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63570.630000 sec): 2 clusters
  Score: Raw -268631.278777 + Penalty 1821.490325 = -266809.788451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63570.810000 sec): 3 clusters
  Score: Raw -268211.772385 + Penalty 3642.980651 = -264568.791734
  nChanged 478
		SP:Iteration 1F (63570.990000 sec): 3 clusters
  Score: Raw -268755.821097 + Penalty 3642.980651 = -265112.840447
  nChanged 131
		SP:Iteration 2F (63571.160000 sec): 3 clusters
  Score: Raw -268940.544639 + Penalty 3642.980651 = -265297.563989
  nChanged 83
		SP:Iteration 3F (63571.340000 sec): 3 clusters
  Score: Raw -269072.510834 + Penalty 3642.980651 = -265429.530183
  nChanged 70
		SP:Iteration 4Q (63571.510000 sec): 3 clusters
  Score: Raw -269179.421698 + Penalty 3642.980651 = -265536.441048
  nChanged 49
		SP:Iteration 5Q (63571.690000 sec): 3 clusters
  Score: Raw -269245.008524 + Penalty 3642.980651 = -265602.027873
  nChanged 30
		SP:Iteration 6Q (63571.860000 sec): 3 clusters
  Score: Raw -269289.929467 + Penalty 3642.980651 = -265646.948816
  nChanged 31
		SP:Iteration 7Q (63572.040000 sec): 3 clusters
  Score: Raw -269331.969713 + Penalty 3642.980651 = -265688.989062
  nChanged 22
		SP:Iteration 8Q (63572.210000 sec): 3 clusters
  Score: Raw -269357.819343 + Penalty 3642.980651 = -265714.838692
  nChanged 19
		SP:Iteration 9Q (63572.390000 sec): 3 clusters
  Score: Raw -269383.673861 + Penalty 3642.980651 = -265740.693211
  nChanged 22
		SP:Iteration 10Q (63572.570000 sec): 3 clusters
  Score: Raw -269409.890425 + Penalty 3642.980651 = -265766.909774
  nChanged 16
		SP:Iteration 11Q (63572.740000 sec): 3 clusters
  Score: Raw -269430.422448 + Penalty 3642.980651 = -265787.441797
  nChanged 23
		SP:Iteration 12Q (63572.920000 sec): 3 clusters
  Score: Raw -269454.062481 + Penalty 3642.980651 = -265811.081830
  nChanged 21
		SP:Iteration 13Q (63573.090000 sec): 3 clusters
  Score: Raw -269477.955930 + Penalty 3642.980651 = -265834.975279
  nChanged 15
		SP:Iteration 14Q (63573.270000 sec): 3 clusters
  Score: Raw -269493.662141 + Penalty 3642.980651 = -265850.681490
  nChanged 9
		SP:Iteration 15Q (63573.450000 sec): 3 clusters
  Score: Raw -269500.058780 + Penalty 3642.980651 = -265857.078129
  nChanged 9
		SP:Iteration 16Q (63573.620000 sec): 3 clusters
  Score: Raw -269507.268536 + Penalty 3642.980651 = -265864.287885
  nChanged 10
		SP:Iteration 17Q (63573.800000 sec): 3 clusters
  Score: Raw -269518.367306 + Penalty 3642.980651 = -265875.386656
  nChanged 14
		SP:Iteration 18Q (63573.970000 sec): 3 clusters
  Score: Raw -269536.402477 + Penalty 3642.980651 = -265893.421827
  nChanged 17
		SP:Iteration 19Q (63574.150000 sec): 3 clusters
  Score: Raw -269558.117271 + Penalty 3642.980651 = -265915.136620
  nChanged 20
		SP:Iteration 20F (63574.330000 sec): 3 clusters
  Score: Raw -269581.606807 + Penalty 3642.980651 = -265938.626157
  nChanged 16
		SP:Iteration 21Q (63574.500000 sec): 3 clusters
  Score: Raw -269598.538182 + Penalty 3642.980651 = -265955.557531
  nChanged 12
		SP:Iteration 22Q (63574.680000 sec): 3 clusters
  Score: Raw -269610.221019 + Penalty 3642.980651 = -265967.240368
  nChanged 9
		SP:Iteration 23Q (63574.850000 sec): 3 clusters
  Score: Raw -269618.570859 + Penalty 3642.980651 = -265975.590208
  nChanged 8
		SP:Iteration 24Q (63575.030000 sec): 3 clusters
  Score: Raw -269626.363690 + Penalty 3642.980651 = -265983.383039
  nChanged 14
		SP:Iteration 25Q (63575.210000 sec): 3 clusters
  Score: Raw -269637.620151 + Penalty 3642.980651 = -265994.639500
  nChanged 11
		SP:Iteration 26Q (63575.380000 sec): 3 clusters
  Score: Raw -269652.859515 + Penalty 3642.980651 = -266009.878865
  nChanged 10
		SP:Iteration 27Q (63575.560000 sec): 3 clusters
  Score: Raw -269663.397505 + Penalty 3642.980651 = -266020.416854
  nChanged 9
		SP:Iteration 28Q (63575.730000 sec): 3 clusters
  Score: Raw -269673.324105 + Penalty 3642.980651 = -266030.343454
  nChanged 8
		SP:Iteration 29Q (63575.910000 sec): 3 clusters
  Score: Raw -269681.568371 + Penalty 3642.980651 = -266038.587720
  nChanged 14
		SP:Iteration 30Q (63576.090000 sec): 3 clusters
  Score: Raw -269695.586392 + Penalty 3642.980651 = -266052.605741
  nChanged 11
		SP:Iteration 31Q (63576.260000 sec): 3 clusters
  Score: Raw -269707.837242 + Penalty 3642.980651 = -266064.856591
  nChanged 10
		SP:Iteration 32Q (63576.440000 sec): 3 clusters
  Score: Raw -269716.819376 + Penalty 3642.980651 = -266073.838725
  nChanged 10
		SP:Iteration 33Q (63576.610000 sec): 3 clusters
  Score: Raw -269723.135508 + Penalty 3642.980651 = -266080.154857
  nChanged 9
		SP:Iteration 34Q (63576.790000 sec): 3 clusters
  Score: Raw -269728.086911 + Penalty 3642.980651 = -266085.106260
  nChanged 4
		SP:Iteration 35Q (63576.970000 sec): 3 clusters
  Score: Raw -269730.618003 + Penalty 3642.980651 = -266087.637352
  nChanged 3
		SP:Iteration 36Q (63577.140000 sec): 3 clusters
  Score: Raw -269736.677362 + Penalty 3642.980651 = -266093.696711
  nChanged 4
		SP:Iteration 37Q (63577.320000 sec): 3 clusters
  Score: Raw -269738.161970 + Penalty 3642.980651 = -266095.181320
  nChanged 1
		SP:Iteration 38Q (63577.500000 sec): 3 clusters
  Score: Raw -269739.821167 + Penalty 3642.980651 = -266096.840516
  nChanged 0
		SP:Iteration 39F (63577.670000 sec): 3 clusters
  Score: Raw -269739.821167 + Penalty 3642.980651 = -266096.840516
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 51 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63577.760000 sec): 2 clusters
  Score: Raw -35726.477212 + Penalty 1351.857536 = -34374.619675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63577.930000 sec): 3 clusters
  Score: Raw -35933.278288 + Penalty 2703.715073 = -33229.563215
  nChanged 21
		SP:Iteration 1F (63578.110000 sec): 3 clusters
  Score: Raw -36098.554713 + Penalty 2703.715073 = -33394.839640
  nChanged 7
		SP:Iteration 2Q (63578.330000 sec): 3 clusters
  Score: Raw -36138.871418 + Penalty 2703.715073 = -33435.156345
  nChanged 2
		SP:Iteration 3Q (63578.500000 sec): 3 clusters
  Score: Raw -36154.402847 + Penalty 2703.715073 = -33450.687774
  nChanged 1
		SP:Iteration 4Q (63578.680000 sec): 3 clusters
  Score: Raw -36159.411129 + Penalty 2703.715073 = -33455.696056
  nChanged 1
		SP:Iteration 5Q (63578.860000 sec): 3 clusters
  Score: Raw -36163.201924 + Penalty 2703.715073 = -33459.486851
  nChanged 0
		SP:Iteration 6F (63579.030000 sec): 3 clusters
  Score: Raw -36163.201924 + Penalty 2703.715073 = -33459.486851
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 52 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63579.100000 sec): 2 clusters
  Score: Raw -54640.216622 + Penalty 1485.883208 = -53154.333415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63579.280000 sec): 3 clusters
  Score: Raw -54737.669883 + Penalty 2971.766415 = -51765.903467
  nChanged 60
		SP:Iteration 1F (63579.460000 sec): 3 clusters
  Score: Raw -54857.240644 + Penalty 2971.766415 = -51885.474229
  nChanged 15
		SP:Iteration 2Q (63579.640000 sec): 3 clusters
  Score: Raw -54889.994862 + Penalty 2971.766415 = -51918.228447
  nChanged 9
		SP:Iteration 3Q (63579.690000 sec): 3 clusters
  Score: Raw -54919.432529 + Penalty 2971.766415 = -51947.666113
  nChanged 7
		SP:Iteration 4Q (63579.700000 sec): 3 clusters
  Score: Raw -54942.385557 + Penalty 2971.766415 = -51970.619142
  nChanged 4
		SP:Iteration 5Q (63579.720000 sec): 3 clusters
  Score: Raw -54952.610991 + Penalty 2971.766415 = -51980.844576
  nChanged 5
		SP:Iteration 6Q (63579.760000 sec): 3 clusters
  Score: Raw -54959.977400 + Penalty 2971.766415 = -51988.210984
  nChanged 4
		SP:Iteration 7Q (63579.810000 sec): 3 clusters
  Score: Raw -54970.340323 + Penalty 2971.766415 = -51998.573908
  nChanged 1
		SP:Iteration 8Q (63579.860000 sec): 3 clusters
  Score: Raw -54976.735247 + Penalty 2971.766415 = -52004.968832
  nChanged 0
		SP:Iteration 9F (63579.900000 sec): 3 clusters
  Score: Raw -54976.735247 + Penalty 2971.766415 = -52004.968832
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 53 (786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63579.960000 sec): 2 clusters
  Score: Raw -129022.528712 + Penalty 1653.405285 = -127369.123428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63579.980000 sec): 3 clusters
  Score: Raw -128906.163439 + Penalty 3306.810569 = -125599.352870
  nChanged 185
		SP:Iteration 1F (63580.000000 sec): 3 clusters
  Score: Raw -129186.370218 + Penalty 3306.810569 = -125879.559649
  nChanged 40
		SP:Iteration 2F (63580.030000 sec): 3 clusters
  Score: Raw -129251.467798 + Penalty 3306.810569 = -125944.657229
  nChanged 20
		SP:Iteration 3Q (63580.060000 sec): 3 clusters
  Score: Raw -129288.261577 + Penalty 3306.810569 = -125981.451008
  nChanged 11
		SP:Iteration 4Q (63580.080000 sec): 3 clusters
  Score: Raw -129302.881037 + Penalty 3306.810569 = -125996.070468
  nChanged 10
		SP:Iteration 5Q (63580.110000 sec): 3 clusters
  Score: Raw -129317.855370 + Penalty 3306.810569 = -126011.044801
  nChanged 8
		SP:Iteration 6Q (63580.130000 sec): 3 clusters
  Score: Raw -129329.847720 + Penalty 3306.810569 = -126023.037151
  nChanged 4
		SP:Iteration 7Q (63580.160000 sec): 3 clusters
  Score: Raw -129336.377927 + Penalty 3306.810569 = -126029.567358
  nChanged 4
		SP:Iteration 8Q (63580.180000 sec): 3 clusters
  Score: Raw -129342.103704 + Penalty 3306.810569 = -126035.293135
  nChanged 4
		SP:Iteration 9Q (63580.210000 sec): 3 clusters
  Score: Raw -129353.457814 + Penalty 3306.810569 = -126046.647245
  nChanged 7
		SP:Iteration 10Q (63580.240000 sec): 3 clusters
  Score: Raw -129365.749163 + Penalty 3306.810569 = -126058.938594
  nChanged 5
		SP:Iteration 11Q (63580.260000 sec): 3 clusters
  Score: Raw -129383.330110 + Penalty 3306.810569 = -126076.519541
  nChanged 13
		SP:Iteration 12Q (63580.290000 sec): 3 clusters
  Score: Raw -129421.894511 + Penalty 3306.810569 = -126115.083942
  nChanged 13
		SP:Iteration 13Q (63580.310000 sec): 3 clusters
  Score: Raw -129449.608518 + Penalty 3306.810569 = -126142.797949
  nChanged 9
		SP:Iteration 14Q (63580.340000 sec): 3 clusters
  Score: Raw -129464.718352 + Penalty 3306.810569 = -126157.907783
  nChanged 9
		SP:Iteration 15Q (63580.360000 sec): 3 clusters
  Score: Raw -129498.942200 + Penalty 3306.810569 = -126192.131631
  nChanged 13
		SP:Iteration 16Q (63580.390000 sec): 3 clusters
  Score: Raw -129537.828225 + Penalty 3306.810569 = -126231.017656
  nChanged 12
		SP:Iteration 17Q (63580.420000 sec): 3 clusters
  Score: Raw -129578.440559 + Penalty 3306.810569 = -126271.629990
  nChanged 7
		SP:Iteration 18Q (63580.440000 sec): 3 clusters
  Score: Raw -129612.475959 + Penalty 3306.810569 = -126305.665390
  nChanged 14
		SP:Iteration 19Q (63580.470000 sec): 3 clusters
  Score: Raw -129648.340980 + Penalty 3306.810569 = -126341.530411
  nChanged 10
		SP:Iteration 20F (63580.490000 sec): 3 clusters
  Score: Raw -129673.733039 + Penalty 3306.810569 = -126366.922470
  nChanged 11
		SP:Iteration 21Q (63580.520000 sec): 3 clusters
  Score: Raw -129696.683770 + Penalty 3306.810569 = -126389.873201
  nChanged 11
		SP:Iteration 22Q (63580.540000 sec): 3 clusters
  Score: Raw -129712.835142 + Penalty 3306.810569 = -126406.024573
  nChanged 6
		SP:Iteration 23Q (63580.570000 sec): 3 clusters
  Score: Raw -129727.534225 + Penalty 3306.810569 = -126420.723656
  nChanged 7
		SP:Iteration 24Q (63580.590000 sec): 3 clusters
  Score: Raw -129742.024965 + Penalty 3306.810569 = -126435.214396
  nChanged 4
		SP:Iteration 25Q (63580.620000 sec): 3 clusters
  Score: Raw -129746.522954 + Penalty 3306.810569 = -126439.712385
  nChanged 3
		SP:Iteration 26Q (63580.640000 sec): 3 clusters
  Score: Raw -129749.310489 + Penalty 3306.810569 = -126442.499920
  nChanged 0
		SP:Iteration 27F (63580.670000 sec): 3 clusters
  Score: Raw -129749.310489 + Penalty 3306.810569 = -126442.499920
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 54 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63580.700000 sec): 2 clusters
  Score: Raw -79964.904003 + Penalty 1561.225968 = -78403.678035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63580.730000 sec): 3 clusters
  Score: Raw -79969.206365 + Penalty 3122.451937 = -76846.754428
  nChanged 112
		SP:Iteration 1F (63580.750000 sec): 3 clusters
  Score: Raw -80179.519755 + Penalty 3122.451937 = -77057.067818
  nChanged 39
		SP:Iteration 2F (63580.780000 sec): 3 clusters
  Score: Raw -80287.927816 + Penalty 3122.451937 = -77165.475880
  nChanged 17
		SP:Iteration 3Q (63580.800000 sec): 3 clusters
  Score: Raw -80347.227362 + Penalty 3122.451937 = -77224.775426
  nChanged 11
		SP:Iteration 4Q (63580.820000 sec): 3 clusters
  Score: Raw -80381.835538 + Penalty 3122.451937 = -77259.383602
  nChanged 9
		SP:Iteration 5Q (63580.850000 sec): 3 clusters
  Score: Raw -80412.630192 + Penalty 3122.451937 = -77290.178255
  nChanged 5
		SP:Iteration 6Q (63580.870000 sec): 3 clusters
  Score: Raw -80425.286685 + Penalty 3122.451937 = -77302.834748
  nChanged 2
		SP:Iteration 7Q (63580.900000 sec): 3 clusters
  Score: Raw -80428.930848 + Penalty 3122.451937 = -77306.478912
  nChanged 2
		SP:Iteration 8Q (63580.920000 sec): 3 clusters
  Score: Raw -80438.752373 + Penalty 3122.451937 = -77316.300436
  nChanged 2
		SP:Iteration 9Q (63580.950000 sec): 3 clusters
  Score: Raw -80450.194326 + Penalty 3122.451937 = -77327.742390
  nChanged 2
		SP:Iteration 10Q (63580.970000 sec): 3 clusters
  Score: Raw -80457.091735 + Penalty 3122.451937 = -77334.639799
  nChanged 0
		SP:Iteration 11F (63581.000000 sec): 3 clusters
  Score: Raw -80457.091735 + Penalty 3122.451937 = -77334.639799
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 55 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63581.020000 sec): 2 clusters
  Score: Raw -19523.024255 + Penalty 1263.250050 = -18259.774205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63581.030000 sec): 3 clusters
  Score: Raw -20143.987172 + Penalty 2526.500100 = -17617.487073
  nChanged 28
		SP:Iteration 1F (63581.040000 sec): 3 clusters
  Score: Raw -20392.776877 + Penalty 2526.500100 = -17866.276778
  nChanged 8
		SP:Iteration 2Q (63581.040000 sec): 3 clusters
  Score: Raw -20442.818891 + Penalty 2526.500100 = -17916.318792
  nChanged 2
		SP:Iteration 3Q (63581.050000 sec): 3 clusters
  Score: Raw -20453.753169 + Penalty 2526.500100 = -17927.253069
  nChanged 3
		SP:Iteration 4Q (63581.060000 sec): 3 clusters
  Score: Raw -20474.373063 + Penalty 2526.500100 = -17947.872964
  nChanged 1
		SP:Iteration 5Q (63581.070000 sec): 3 clusters
  Score: Raw -20505.891656 + Penalty 2526.500100 = -17979.391556
  nChanged 1
		SP:Iteration 6Q (63581.080000 sec): 3 clusters
  Score: Raw -20527.425591 + Penalty 2526.500100 = -18000.925491
  nChanged 0
		SP:Iteration 7F (63581.090000 sec): 3 clusters
  Score: Raw -20527.425591 + Penalty 2526.500100 = -18000.925491
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 56 (3771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63581.160000 sec): 2 clusters
  Score: Raw -664268.234374 + Penalty 2042.303683 = -662225.930690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63581.260000 sec): 3 clusters
  Score: Raw -662633.816802 + Penalty 4084.607367 = -658549.209435
  nChanged 1377
		SP:Iteration 1F (63581.340000 sec): 3 clusters
  Score: Raw -663453.383330 + Penalty 4084.607367 = -659368.775963
  nChanged 284
		SP:Iteration 2F (63581.420000 sec): 3 clusters
  Score: Raw -663664.901932 + Penalty 4084.607367 = -659580.294565
  nChanged 226
		SP:Iteration 3F (63581.510000 sec): 3 clusters
  Score: Raw -663864.252167 + Penalty 4084.607367 = -659779.644800
  nChanged 195
		SP:Iteration 4F (63581.590000 sec): 3 clusters
  Score: Raw -664051.756239 + Penalty 4084.607367 = -659967.148872
  nChanged 192
		SP:Iteration 5F (63581.680000 sec): 3 clusters
  Score: Raw -664277.335131 + Penalty 4084.607367 = -660192.727765
  nChanged 207
		SP:Iteration 6F (63581.760000 sec): 3 clusters
  Score: Raw -664506.848438 + Penalty 4084.607367 = -660422.241072
  nChanged 163
		SP:Iteration 7Q (63581.840000 sec): 3 clusters
  Score: Raw -664666.546572 + Penalty 4084.607367 = -660581.939206
  nChanged 140
		SP:Iteration 8Q (63581.980000 sec): 3 clusters
  Score: Raw -664773.016249 + Penalty 4084.607367 = -660688.408882
  nChanged 115
		SP:Iteration 9Q (63582.070000 sec): 3 clusters
  Score: Raw -664867.702327 + Penalty 4084.607367 = -660783.094960
  nChanged 103
		SP:Iteration 10Q (63582.150000 sec): 3 clusters
  Score: Raw -664941.582050 + Penalty 4084.607367 = -660856.974684
  nChanged 72
		SP:Iteration 11Q (63582.240000 sec): 3 clusters
  Score: Raw -664985.935908 + Penalty 4084.607367 = -660901.328541
  nChanged 48
		SP:Iteration 12Q (63582.320000 sec): 3 clusters
  Score: Raw -665010.634162 + Penalty 4084.607367 = -660926.026795
  nChanged 35
		SP:Iteration 13Q (63582.400000 sec): 3 clusters
  Score: Raw -665026.584260 + Penalty 4084.607367 = -660941.976894
  nChanged 26
		SP:Iteration 14Q (63582.490000 sec): 3 clusters
  Score: Raw -665039.123159 + Penalty 4084.607367 = -660954.515792
  nChanged 25
		SP:Iteration 15Q (63582.580000 sec): 3 clusters
  Score: Raw -665054.473343 + Penalty 4084.607367 = -660969.865977
  nChanged 23
		SP:Iteration 16Q (63582.780000 sec): 3 clusters
  Score: Raw -665064.380702 + Penalty 4084.607367 = -660979.773335
  nChanged 14
		SP:Iteration 17Q (63583.000000 sec): 3 clusters
  Score: Raw -665071.333284 + Penalty 4084.607367 = -660986.725918
  nChanged 9
		SP:Iteration 18Q (63583.080000 sec): 3 clusters
  Score: Raw -665075.530642 + Penalty 4084.607367 = -660990.923275
  nChanged 4
		SP:Iteration 19Q (63583.160000 sec): 3 clusters
  Score: Raw -665078.223175 + Penalty 4084.607367 = -660993.615809
  nChanged 4
		SP:Iteration 20F (63583.250000 sec): 3 clusters
  Score: Raw -665081.065259 + Penalty 4084.607367 = -660996.457892
  nChanged 6
		SP:Iteration 21Q (63583.330000 sec): 3 clusters
  Score: Raw -665083.154224 + Penalty 4084.607367 = -660998.546857
  nChanged 4
		SP:Iteration 22Q (63583.420000 sec): 3 clusters
  Score: Raw -665084.361957 + Penalty 4084.607367 = -660999.754590
  nChanged 2
		SP:Iteration 23Q (63583.500000 sec): 3 clusters
  Score: Raw -665084.913439 + Penalty 4084.607367 = -661000.306072
  nChanged 1
		SP:Iteration 24Q (63583.720000 sec): 3 clusters
  Score: Raw -665085.608567 + Penalty 4084.607367 = -661001.001200
  nChanged 1
		SP:Iteration 25Q (63583.900000 sec): 3 clusters
  Score: Raw -665085.874134 + Penalty 4084.607367 = -661001.266768
  nChanged 0
		SP:Iteration 26F (63584.080000 sec): 3 clusters
  Score: Raw -665085.874134 + Penalty 4084.607367 = -661001.266768
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 57 (719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63584.160000 sec): 2 clusters
  Score: Raw -116458.906236 + Penalty 1631.309617 = -114827.596619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63584.340000 sec): 3 clusters
  Score: Raw -116370.984332 + Penalty 3262.619233 = -113108.365099
  nChanged 159
		SP:Iteration 1F (63584.510000 sec): 3 clusters
  Score: Raw -116657.400285 + Penalty 3262.619233 = -113394.781052
  nChanged 55
		SP:Iteration 2F (63584.690000 sec): 3 clusters
  Score: Raw -116768.365253 + Penalty 3262.619233 = -113505.746019
  nChanged 30
		SP:Iteration 3Q (63584.860000 sec): 3 clusters
  Score: Raw -116838.220931 + Penalty 3262.619233 = -113575.601698
  nChanged 23
		SP:Iteration 4Q (63585.040000 sec): 3 clusters
  Score: Raw -116879.830020 + Penalty 3262.619233 = -113617.210787
  nChanged 14
		SP:Iteration 5Q (63585.220000 sec): 3 clusters
  Score: Raw -116900.683457 + Penalty 3262.619233 = -113638.064224
  nChanged 17
		SP:Iteration 6Q (63585.390000 sec): 3 clusters
  Score: Raw -116938.255300 + Penalty 3262.619233 = -113675.636066
  nChanged 10
		SP:Iteration 7Q (63585.570000 sec): 3 clusters
  Score: Raw -116965.570573 + Penalty 3262.619233 = -113702.951339
  nChanged 9
		SP:Iteration 8Q (63585.740000 sec): 3 clusters
  Score: Raw -116986.790463 + Penalty 3262.619233 = -113724.171229
  nChanged 9
		SP:Iteration 9Q (63585.920000 sec): 3 clusters
  Score: Raw -117002.414607 + Penalty 3262.619233 = -113739.795373
  nChanged 7
		SP:Iteration 10Q (63586.100000 sec): 3 clusters
  Score: Raw -117009.040087 + Penalty 3262.619233 = -113746.420853
  nChanged 4
		SP:Iteration 11Q (63586.270000 sec): 3 clusters
  Score: Raw -117016.087789 + Penalty 3262.619233 = -113753.468556
  nChanged 2
		SP:Iteration 12Q (63586.450000 sec): 3 clusters
  Score: Raw -117020.998337 + Penalty 3262.619233 = -113758.379103
  nChanged 3
		SP:Iteration 13Q (63586.620000 sec): 3 clusters
  Score: Raw -117024.866797 + Penalty 3262.619233 = -113762.247563
  nChanged 2
		SP:Iteration 14Q (63586.800000 sec): 3 clusters
  Score: Raw -117029.910028 + Penalty 3262.619233 = -113767.290795
  nChanged 2
		SP:Iteration 15Q (63586.980000 sec): 3 clusters
  Score: Raw -117032.223172 + Penalty 3262.619233 = -113769.603938
  nChanged 1
		SP:Iteration 16Q (63587.150000 sec): 3 clusters
  Score: Raw -117038.571310 + Penalty 3262.619233 = -113775.952077
  nChanged 3
		SP:Iteration 17Q (63587.330000 sec): 3 clusters
  Score: Raw -117046.602225 + Penalty 3262.619233 = -113783.982991
  nChanged 4
		SP:Iteration 18Q (63587.500000 sec): 3 clusters
  Score: Raw -117055.094976 + Penalty 3262.619233 = -113792.475743
  nChanged 5
		SP:Iteration 19Q (63587.680000 sec): 3 clusters
  Score: Raw -117063.744479 + Penalty 3262.619233 = -113801.125246
  nChanged 2
		SP:Iteration 20F (63587.860000 sec): 3 clusters
  Score: Raw -117065.405955 + Penalty 3262.619233 = -113802.786722
  nChanged 2
		SP:Iteration 21Q (63588.030000 sec): 3 clusters
  Score: Raw -117067.756916 + Penalty 3262.619233 = -113805.137682
  nChanged 1
		SP:Iteration 22Q (63588.210000 sec): 3 clusters
  Score: Raw -117069.305348 + Penalty 3262.619233 = -113806.686115
  nChanged 1
		SP:Iteration 23Q (63588.380000 sec): 3 clusters
  Score: Raw -117071.173430 + Penalty 3262.619233 = -113808.554197
  nChanged 2
		SP:Iteration 24Q (63588.560000 sec): 3 clusters
  Score: Raw -117073.234449 + Penalty 3262.619233 = -113810.615216
  nChanged 2
		SP:Iteration 25Q (63588.740000 sec): 3 clusters
  Score: Raw -117082.639117 + Penalty 3262.619233 = -113820.019883
  nChanged 2
		SP:Iteration 26Q (63588.910000 sec): 3 clusters
  Score: Raw -117086.653885 + Penalty 3262.619233 = -113824.034652
  nChanged 3
		SP:Iteration 27Q (63589.090000 sec): 3 clusters
  Score: Raw -117090.178593 + Penalty 3262.619233 = -113827.559359
  nChanged 1
		SP:Iteration 28Q (63589.260000 sec): 3 clusters
  Score: Raw -117091.424910 + Penalty 3262.619233 = -113828.805677
  nChanged 0
		SP:Iteration 29F (63589.440000 sec): 3 clusters
  Score: Raw -117091.424910 + Penalty 3262.619233 = -113828.805677
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 58 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63589.530000 sec): 2 clusters
  Score: Raw -21644.510683 + Penalty 1260.188283 = -20384.322400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63589.700000 sec): 3 clusters
  Score: Raw -21907.511538 + Penalty 2520.376565 = -19387.134973
  nChanged 13
		SP:Iteration 1F (63589.880000 sec): 3 clusters
  Score: Raw -22003.464206 + Penalty 2520.376565 = -19483.087641
  nChanged 3
		SP:Iteration 2Q (63590.050000 sec): 3 clusters
  Score: Raw -22027.633716 + Penalty 2520.376565 = -19507.257151
  nChanged 1
		SP:Iteration 3Q (63590.230000 sec): 3 clusters
  Score: Raw -22033.222662 + Penalty 2520.376565 = -19512.846097
  nChanged 1
		SP:Iteration 4Q (63590.400000 sec): 3 clusters
  Score: Raw -22073.715265 + Penalty 2520.376565 = -19553.338700
  nChanged 0
		SP:Iteration 5F (63590.580000 sec): 3 clusters
  Score: Raw -22073.715265 + Penalty 2520.376565 = -19553.338700
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 59 (477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63590.670000 sec): 2 clusters
  Score: Raw -56021.172645 + Penalty 1529.544090 = -54491.628555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63590.840000 sec): 3 clusters
  Score: Raw -56159.843745 + Penalty 3059.088179 = -53100.755566
  nChanged 94
		SP:Iteration 1F (63591.020000 sec): 3 clusters
  Score: Raw -56415.960003 + Penalty 3059.088179 = -53356.871824
  nChanged 41
		SP:Iteration 2F (63591.200000 sec): 3 clusters
  Score: Raw -56530.483369 + Penalty 3059.088179 = -53471.395190
  nChanged 20
		SP:Iteration 3Q (63591.370000 sec): 3 clusters
  Score: Raw -56614.892044 + Penalty 3059.088179 = -53555.803865
  nChanged 13
		SP:Iteration 4Q (63591.550000 sec): 3 clusters
  Score: Raw -56664.185839 + Penalty 3059.088179 = -53605.097660
  nChanged 9
		SP:Iteration 5Q (63591.720000 sec): 3 clusters
  Score: Raw -56697.488113 + Penalty 3059.088179 = -53638.399934
  nChanged 8
		SP:Iteration 6Q (63591.900000 sec): 3 clusters
  Score: Raw -56712.822487 + Penalty 3059.088179 = -53653.734307
  nChanged 2
		SP:Iteration 7Q (63592.080000 sec): 3 clusters
  Score: Raw -56716.451820 + Penalty 3059.088179 = -53657.363641
  nChanged 1
		SP:Iteration 8Q (63592.250000 sec): 3 clusters
  Score: Raw -56717.866267 + Penalty 3059.088179 = -53658.778088
  nChanged 2
		SP:Iteration 9Q (63592.430000 sec): 3 clusters
  Score: Raw -56723.819638 + Penalty 3059.088179 = -53664.731458
  nChanged 3
		SP:Iteration 10Q (63592.600000 sec): 3 clusters
  Score: Raw -56729.748018 + Penalty 3059.088179 = -53670.659838
  nChanged 4
		SP:Iteration 11Q (63592.780000 sec): 3 clusters
  Score: Raw -56741.208169 + Penalty 3059.088179 = -53682.119989
  nChanged 3
		SP:Iteration 12Q (63592.960000 sec): 3 clusters
  Score: Raw -56761.741786 + Penalty 3059.088179 = -53702.653606
  nChanged 3
		SP:Iteration 13Q (63593.130000 sec): 3 clusters
  Score: Raw -56766.972049 + Penalty 3059.088179 = -53707.883869
  nChanged 1
		SP:Iteration 14Q (63593.310000 sec): 3 clusters
  Score: Raw -56768.666721 + Penalty 3059.088179 = -53709.578541
  nChanged 0
		SP:Iteration 15F (63593.480000 sec): 3 clusters
  Score: Raw -56768.666721 + Penalty 3059.088179 = -53709.578541
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 60 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63593.570000 sec): 2 clusters
  Score: Raw -52713.417721 + Penalty 1472.508979 = -51240.908742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63593.750000 sec): 3 clusters
  Score: Raw -52988.632840 + Penalty 2945.017958 = -50043.614882
  nChanged 84
		SP:Iteration 1F (63593.920000 sec): 3 clusters
  Score: Raw -53281.890605 + Penalty 2945.017958 = -50336.872647
  nChanged 27
		SP:Iteration 2F (63594.100000 sec): 3 clusters
  Score: Raw -53467.751222 + Penalty 2945.017958 = -50522.733264
  nChanged 8
		SP:Iteration 3Q (63594.280000 sec): 3 clusters
  Score: Raw -53512.974916 + Penalty 2945.017958 = -50567.956958
  nChanged 10
		SP:Iteration 4Q (63594.450000 sec): 3 clusters
  Score: Raw -53570.370154 + Penalty 2945.017958 = -50625.352196
  nChanged 11
		SP:Iteration 5Q (63594.630000 sec): 3 clusters
  Score: Raw -53647.578914 + Penalty 2945.017958 = -50702.560957
  nChanged 14
		SP:Iteration 6Q (63594.800000 sec): 3 clusters
  Score: Raw -53689.248983 + Penalty 2945.017958 = -50744.231025
  nChanged 7
		SP:Iteration 7Q (63594.980000 sec): 3 clusters
  Score: Raw -53710.674659 + Penalty 2945.017958 = -50765.656701
  nChanged 5
		SP:Iteration 8Q (63595.150000 sec): 3 clusters
  Score: Raw -53723.475799 + Penalty 2945.017958 = -50778.457841
  nChanged 2
		SP:Iteration 9Q (63595.330000 sec): 3 clusters
  Score: Raw -53726.609430 + Penalty 2945.017958 = -50781.591472
  nChanged 0
		SP:Iteration 10F (63595.500000 sec): 3 clusters
  Score: Raw -53726.609430 + Penalty 2945.017958 = -50781.591472
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 61 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63595.590000 sec): 2 clusters
  Score: Raw -17935.181338 + Penalty 1280.866922 = -16654.314417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63595.770000 sec): 3 clusters
  Score: Raw -18285.299297 + Penalty 2561.733843 = -15723.565454
  nChanged 25
		SP:Iteration 1F (63595.940000 sec): 3 clusters
  Score: Raw -18403.285690 + Penalty 2561.733843 = -15841.551847
  nChanged 6
		SP:Iteration 2Q (63596.120000 sec): 3 clusters
  Score: Raw -18456.956198 + Penalty 2561.733843 = -15895.222355
  nChanged 4
		SP:Iteration 3Q (63596.300000 sec): 3 clusters
  Score: Raw -18494.844511 + Penalty 2561.733843 = -15933.110668
  nChanged 3
		SP:Iteration 4Q (63596.470000 sec): 3 clusters
  Score: Raw -18502.263435 + Penalty 2561.733843 = -15940.529592
  nChanged 2
		SP:Iteration 5Q (63596.650000 sec): 3 clusters
  Score: Raw -18517.586780 + Penalty 2561.733843 = -15955.852937
  nChanged 2
		SP:Iteration 6Q (63596.820000 sec): 3 clusters
  Score: Raw -18533.310910 + Penalty 2561.733843 = -15971.577067
  nChanged 2
		SP:Iteration 7Q (63597.000000 sec): 3 clusters
  Score: Raw -18551.990037 + Penalty 2561.733843 = -15990.256193
  nChanged 0
		SP:Iteration 8F (63597.180000 sec): 3 clusters
  Score: Raw -18552.140263 + Penalty 2561.733843 = -15990.406420
  nChanged 1
		SP:Iteration 9Q (63597.350000 sec): 3 clusters
  Score: Raw -18586.995052 + Penalty 2561.733843 = -16025.261209
  nChanged 1
		SP:Iteration 10Q (63597.530000 sec): 3 clusters
  Score: Raw -18606.888346 + Penalty 2561.733843 = -16045.154503
  nChanged 0
		SP:Iteration 11F (63597.700000 sec): 3 clusters
  Score: Raw -18606.888346 + Penalty 2561.733843 = -16045.154503
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 62 (903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63597.790000 sec): 2 clusters
  Score: Raw -148621.521068 + Penalty 1687.819193 = -146933.701875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63597.970000 sec): 3 clusters
  Score: Raw -148507.957399 + Penalty 3375.638386 = -145132.319012
  nChanged 243
		SP:Iteration 1F (63598.140000 sec): 3 clusters
  Score: Raw -148961.344433 + Penalty 3375.638386 = -145585.706046
  nChanged 104
		SP:Iteration 2F (63598.320000 sec): 3 clusters
  Score: Raw -149352.573333 + Penalty 3375.638386 = -145976.934946
  nChanged 76
		SP:Iteration 3F (63598.500000 sec): 3 clusters
  Score: Raw -149673.216577 + Penalty 3375.638386 = -146297.578191
  nChanged 54
		SP:Iteration 4F (63598.670000 sec): 3 clusters
  Score: Raw -149888.584430 + Penalty 3375.638386 = -146512.946044
  nChanged 25
		SP:Iteration 5Q (63598.850000 sec): 3 clusters
  Score: Raw -149988.935160 + Penalty 3375.638386 = -146613.296773
  nChanged 20
		SP:Iteration 6Q (63599.020000 sec): 3 clusters
  Score: Raw -150060.585124 + Penalty 3375.638386 = -146684.946737
  nChanged 19
		SP:Iteration 7Q (63599.200000 sec): 3 clusters
  Score: Raw -150113.750094 + Penalty 3375.638386 = -146738.111708
  nChanged 13
		SP:Iteration 8Q (63599.380000 sec): 3 clusters
  Score: Raw -150146.778810 + Penalty 3375.638386 = -146771.140423
  nChanged 10
		SP:Iteration 9Q (63599.550000 sec): 3 clusters
  Score: Raw -150171.360682 + Penalty 3375.638386 = -146795.722296
  nChanged 7
		SP:Iteration 10Q (63599.730000 sec): 3 clusters
  Score: Raw -150185.216918 + Penalty 3375.638386 = -146809.578531
  nChanged 13
		SP:Iteration 11Q (63599.900000 sec): 3 clusters
  Score: Raw -150214.215896 + Penalty 3375.638386 = -146838.577510
  nChanged 11
		SP:Iteration 12Q (63600.080000 sec): 3 clusters
  Score: Raw -150238.113340 + Penalty 3375.638386 = -146862.474954
  nChanged 9
		SP:Iteration 13Q (63600.260000 sec): 3 clusters
  Score: Raw -150269.257006 + Penalty 3375.638386 = -146893.618620
  nChanged 10
		SP:Iteration 14Q (63600.430000 sec): 3 clusters
  Score: Raw -150302.575939 + Penalty 3375.638386 = -146926.937552
  nChanged 10
		SP:Iteration 15Q (63600.610000 sec): 3 clusters
  Score: Raw -150326.470879 + Penalty 3375.638386 = -146950.832493
  nChanged 7
		SP:Iteration 16Q (63600.780000 sec): 3 clusters
  Score: Raw -150341.454373 + Penalty 3375.638386 = -146965.815986
  nChanged 6
		SP:Iteration 17Q (63600.960000 sec): 3 clusters
  Score: Raw -150352.875318 + Penalty 3375.638386 = -146977.236931
  nChanged 5
		SP:Iteration 18Q (63601.130000 sec): 3 clusters
  Score: Raw -150361.189641 + Penalty 3375.638386 = -146985.551255
  nChanged 3
		SP:Iteration 19Q (63601.300000 sec): 3 clusters
  Score: Raw -150366.073299 + Penalty 3375.638386 = -146990.434913
  nChanged 1
		SP:Iteration 20F (63601.460000 sec): 3 clusters
  Score: Raw -150367.545546 + Penalty 3375.638386 = -146991.907160
  nChanged 3
		SP:Iteration 21Q (63601.620000 sec): 3 clusters
  Score: Raw -150372.604510 + Penalty 3375.638386 = -146996.966123
  nChanged 2
		SP:Iteration 22Q (63601.780000 sec): 3 clusters
  Score: Raw -150375.708737 + Penalty 3375.638386 = -147000.070351
  nChanged 0
		SP:Iteration 23F (63601.950000 sec): 3 clusters
  Score: Raw -150375.708737 + Penalty 3375.638386 = -147000.070351
  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 3.87 GB.

 Trying to split cluster 63 (1457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (63602.020000 sec): 2 clusters
  Score: Raw -246698.226417 + Penalty 1806.465432 = -244891.760985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (63602.190000 sec): 3 clusters
  Score: Raw -246275.105047 + Penalty 3612.930864 = -242662.174183
  nChanged 437
		SP:Iteration 1F (63602.350000 sec): 3 clusters
  Score: Raw -246728.376989 + Penalty 3612.930864 = -243115.446125
  nChanged 123
		SP:Iteration 2F (63602.510000 sec): 3 clusters
  Score: Raw -246920.729457 + Penalty 3612.930864 = -243307.798593
  nChanged 85
		SP:Iteration 3F (63602.680000 sec): 3 clusters
  Score: Raw -247045.464682 + Penalty 3612.930864 = -243432.533818
  nChanged 62
		SP:Iteration 4Q (63602.840000 sec): 3 clusters
  Score: Raw -247137.734607 + Penalty 3612.930864 = -243524.803743
  nChanged 55
		SP:Iteration 5Q (63603.000000 sec): 3 clusters
  Score: Raw -247220.288238 + Penalty 3612.930864 = -243607.357374
  nChanged 55
		SP:Iteration 6Q (63603.170000 sec): 3 clusters
  Score: Raw -247320.949677 + Penalty 3612.930864 = -243708.018813
  nChanged 53
		SP:Iteration 7Q (63603.330000 sec): 3 clusters
  Score: Raw -247434.215880 + Penalty 3612.930864 = -243821.285017
  nChanged 54
		SP:Iteration 8Q (63603.500000 sec): 3 clusters
  Score: Raw -247530.574162 + Penalty 3612.930864 = -243917.643298
  nChanged 47
		SP:Iteration 9Q (63603.660000 sec): 3 clusters
  Score: Raw -247618.672473 + Penalty 3612.930864 = -244005.741609
  nChanged 40
		SP:Iteration 10Q (63603.820000 sec): 3 clusters
  Score: Raw -247703.745049 + Penalty 3612.930864 = -244090.814185
  nChanged 24
		SP:Iteration 11Q (63604.000000 sec): 3 clusters
  Score: Raw -247759.188433 + Penalty 3612.930864 = -244146.257569
  nChanged 18
		SP:Iteration 12Q (63604.180000 sec): 3 clusters
  Score: Raw -247786.488818 + Penalty 3612.930864 = -244173.557954
  nChanged 14
		SP:Iteration 13Q (63604.350000 sec): 3 clusters
  Score: Raw -247802.963714 + Penalty 3612.930864 = -244190.032851
  nChanged 11
		SP:Iteration 14Q (63604.520000 sec): 3 clusters
  Score: Raw -247814.769996 + Penalty 3612.930864 = -244201.839132
  nChanged 4
		SP:Iteration 15Q (63604.700000 sec): 3 clusters
  Score: Raw -247818.999117 + Penalty 3612.930864 = -244206.068254
  nChanged 4
		SP:Iteration 16Q (63604.880000 sec): 3 clusters
  Score: Raw -247827.176950 + Penalty 3612.930864 = -244214.246087
  nChanged 7
		SP:Iteration 17Q (63605.050000 sec): 3 clusters
  Score: Raw -247849.364549 + Penalty 3612.930864 = -244236.433685
  nChanged 8
		SP:Iteration 18Q (63605.230000 sec): 3 clusters
  Score: Raw -247859.154602 + Penalty 3612.930864 = -244246.223738
  nChanged 6
		SP:Iteration 19Q (63605.390000 sec): 3 clusters
  Score: Raw -247867.690109 + Penalty 3612.930864 = -244254.759245
  nChanged 3
		SP:Iteration 20F (63605.560000 sec): 3 clusters
  Score: Raw -247871.028983 + Penalty 3612.930864 = -244258.098119
  nChanged 0
Deleting Class 62 (494 points): Lose 3075.748717 but Gain 3262.464713
Iteration 240F (63730.840000 sec): 65 clusters
  Score: Raw -91492686.428290 + Penalty 208797.741651 = -91283888.686638
  nChanged 446
Iteration 241F (63846.910000 sec): 65 clusters
  Score: Raw -91493840.050764 + Penalty 208797.741651 = -91285042.309112
  nChanged 32
Iteration 242Q (63925.200000 sec): 65 clusters
  Score: Raw -91493863.079068 + Penalty 208797.741651 = -91285065.337417
  nChanged 6
Iteration 243Q (64005.690000 sec): 65 clusters
  Score: Raw -91493868.537537 + Penalty 208797.741651 = -91285070.795886
  nChanged 4
Iteration 244Q (64086.380000 sec): 65 clusters
  Score: Raw -91493871.435316 + Penalty 208797.741651 = -91285073.693665
  nChanged 3
Iteration 245Q (64165.130000 sec): 65 clusters
  Score: Raw -91493871.503154 + Penalty 208797.741651 = -91285073.761503
  nChanged 2
Iteration 246Q (64245.350000 sec): 65 clusters
  Score: Raw -91493871.515361 + Penalty 208797.741651 = -91285073.773710
  nChanged 1
Iteration 247Q (64325.600000 sec): 65 clusters
  Score: Raw -91493871.518985 + Penalty 208797.741651 = -91285073.777334
  nChanged 2
Iteration 248Q (64406.390000 sec): 65 clusters
  Score: Raw -91493871.533320 + Penalty 208797.741651 = -91285073.791669
  nChanged 1
Iteration 249Q (64486.740000 sec): 65 clusters
  Score: Raw -91493871.536120 + Penalty 208797.741651 = -91285073.794468
  nChanged 1
Iteration 250Q (64567.510000 sec): 65 clusters
  Score: Raw -91493871.544642 + Penalty 208797.741651 = -91285073.802991
  nChanged 1
Iteration 251Q (64647.300000 sec): 65 clusters
  Score: Raw -91493871.548935 + Penalty 208797.741651 = -91285073.807284
  nChanged 0
Iteration 252F (64769.060000 sec): 65 clusters
  Score: Raw -91493871.548935 + Penalty 208797.741651 = -91285073.807284
  nChanged 0
Compute initial score before splitting:   Score: Raw -91493871.548935 + Penalty 208797.741651 = -91285073.807284
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64769.080000 sec): 2 clusters
  Score: Raw -111511.046573 + Penalty 1587.675465 = -109923.371109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64769.090000 sec): 3 clusters
  Score: Raw -111486.503890 + Penalty 3175.350930 = -108311.152960
  nChanged 124
		SP:Iteration 1F (64769.110000 sec): 3 clusters
  Score: Raw -111704.920437 + Penalty 3175.350930 = -108529.569507
  nChanged 36
		SP:Iteration 2F (64769.130000 sec): 3 clusters
  Score: Raw -111781.602399 + Penalty 3175.350930 = -108606.251469
  nChanged 13
		SP:Iteration 3Q (64769.150000 sec): 3 clusters
  Score: Raw -111809.124284 + Penalty 3175.350930 = -108633.773355
  nChanged 5
		SP:Iteration 4Q (64769.170000 sec): 3 clusters
  Score: Raw -111821.367160 + Penalty 3175.350930 = -108646.016230
  nChanged 5
		SP:Iteration 5Q (64769.190000 sec): 3 clusters
  Score: Raw -111831.714632 + Penalty 3175.350930 = -108656.363703
  nChanged 4
		SP:Iteration 6Q (64769.220000 sec): 3 clusters
  Score: Raw -111835.334097 + Penalty 3175.350930 = -108659.983167
  nChanged 3
		SP:Iteration 7Q (64769.240000 sec): 3 clusters
  Score: Raw -111839.915226 + Penalty 3175.350930 = -108664.564297
  nChanged 2
		SP:Iteration 8Q (64769.260000 sec): 3 clusters
  Score: Raw -111842.452633 + Penalty 3175.350930 = -108667.101704
  nChanged 1
		SP:Iteration 9Q (64769.290000 sec): 3 clusters
  Score: Raw -111844.954150 + Penalty 3175.350930 = -108669.603221
  nChanged 1
		SP:Iteration 10Q (64769.310000 sec): 3 clusters
  Score: Raw -111848.267551 + Penalty 3175.350930 = -108672.916622
  nChanged 1
		SP:Iteration 11Q (64769.330000 sec): 3 clusters
  Score: Raw -111853.112006 + Penalty 3175.350930 = -108677.761077
  nChanged 1
		SP:Iteration 12Q (64769.360000 sec): 3 clusters
  Score: Raw -111855.056976 + Penalty 3175.350930 = -108679.706046
  nChanged 1
		SP:Iteration 13Q (64769.380000 sec): 3 clusters
  Score: Raw -111855.970120 + Penalty 3175.350930 = -108680.619190
  nChanged 2
		SP:Iteration 14Q (64769.400000 sec): 3 clusters
  Score: Raw -111859.457938 + Penalty 3175.350930 = -108684.107008
  nChanged 1
		SP:Iteration 15Q (64769.430000 sec): 3 clusters
  Score: Raw -111860.266351 + Penalty 3175.350930 = -108684.915421
  nChanged 0
		SP:Iteration 16F (64769.450000 sec): 3 clusters
  Score: Raw -111860.266351 + Penalty 3175.350930 = -108684.915421
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 2 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64769.470000 sec): 2 clusters
  Score: Raw -34232.392664 + Penalty 1395.650036 = -32836.742628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64769.490000 sec): 3 clusters
  Score: Raw -34444.291576 + Penalty 2791.300072 = -31652.991503
  nChanged 43
		SP:Iteration 1F (64769.500000 sec): 3 clusters
  Score: Raw -34600.280592 + Penalty 2791.300072 = -31808.980519
  nChanged 18
		SP:Iteration 2F (64769.500000 sec): 3 clusters
  Score: Raw -34685.754335 + Penalty 2791.300072 = -31894.454263
  nChanged 6
		SP:Iteration 3Q (64769.510000 sec): 3 clusters
  Score: Raw -34700.848546 + Penalty 2791.300072 = -31909.548473
  nChanged 0
		SP:Iteration 4F (64769.520000 sec): 3 clusters
  Score: Raw -34700.848546 + Penalty 2791.300072 = -31909.548473
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 3 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64769.550000 sec): 2 clusters
  Score: Raw -39795.050187 + Penalty 1379.049044 = -38416.001142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64769.560000 sec): 3 clusters
  Score: Raw -39971.105443 + Penalty 2758.098089 = -37213.007354
  nChanged 26
		SP:Iteration 1F (64769.560000 sec): 3 clusters
  Score: Raw -40092.221040 + Penalty 2758.098089 = -37334.122951
  nChanged 9
		SP:Iteration 2Q (64769.570000 sec): 3 clusters
  Score: Raw -40128.467733 + Penalty 2758.098089 = -37370.369644
  nChanged 1
		SP:Iteration 3Q (64769.580000 sec): 3 clusters
  Score: Raw -40131.491654 + Penalty 2758.098089 = -37373.393565
  nChanged 0
		SP:Iteration 4F (64769.590000 sec): 3 clusters
  Score: Raw -40131.491654 + Penalty 2758.098089 = -37373.393565
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64769.630000 sec): 2 clusters
  Score: Raw -171657.408359 + Penalty 1717.303874 = -169940.104485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64769.660000 sec): 3 clusters
  Score: Raw -171406.730513 + Penalty 3434.607748 = -167972.122764
  nChanged 260
		SP:Iteration 1F (64769.700000 sec): 3 clusters
  Score: Raw -171661.451045 + Penalty 3434.607748 = -168226.843296
  nChanged 69
		SP:Iteration 2F (64769.730000 sec): 3 clusters
  Score: Raw -171761.486205 + Penalty 3434.607748 = -168326.878457
  nChanged 41
		SP:Iteration 3Q (64769.760000 sec): 3 clusters
  Score: Raw -171818.456953 + Penalty 3434.607748 = -168383.849205
  nChanged 21
		SP:Iteration 4Q (64769.790000 sec): 3 clusters
  Score: Raw -171853.323599 + Penalty 3434.607748 = -168418.715850
  nChanged 19
		SP:Iteration 5Q (64769.820000 sec): 3 clusters
  Score: Raw -171887.515325 + Penalty 3434.607748 = -168452.907577
  nChanged 15
		SP:Iteration 6Q (64769.850000 sec): 3 clusters
  Score: Raw -171921.811062 + Penalty 3434.607748 = -168487.203313
  nChanged 16
		SP:Iteration 7Q (64769.880000 sec): 3 clusters
  Score: Raw -171959.244654 + Penalty 3434.607748 = -168524.636906
  nChanged 18
		SP:Iteration 8Q (64769.920000 sec): 3 clusters
  Score: Raw -171985.203406 + Penalty 3434.607748 = -168550.595657
  nChanged 16
		SP:Iteration 9Q (64769.950000 sec): 3 clusters
  Score: Raw -172013.655707 + Penalty 3434.607748 = -168579.047958
  nChanged 15
		SP:Iteration 10Q (64769.980000 sec): 3 clusters
  Score: Raw -172040.419207 + Penalty 3434.607748 = -168605.811458
  nChanged 16
		SP:Iteration 11Q (64770.010000 sec): 3 clusters
  Score: Raw -172060.727519 + Penalty 3434.607748 = -168626.119771
  nChanged 10
		SP:Iteration 12Q (64770.040000 sec): 3 clusters
  Score: Raw -172075.135465 + Penalty 3434.607748 = -168640.527717
  nChanged 9
		SP:Iteration 13Q (64770.080000 sec): 3 clusters
  Score: Raw -172086.190694 + Penalty 3434.607748 = -168651.582946
  nChanged 11
		SP:Iteration 14Q (64770.110000 sec): 3 clusters
  Score: Raw -172099.137836 + Penalty 3434.607748 = -168664.530088
  nChanged 7
		SP:Iteration 15Q (64770.140000 sec): 3 clusters
  Score: Raw -172108.525894 + Penalty 3434.607748 = -168673.918146
  nChanged 4
		SP:Iteration 16Q (64770.170000 sec): 3 clusters
  Score: Raw -172112.128443 + Penalty 3434.607748 = -168677.520695
  nChanged 7
		SP:Iteration 17Q (64770.200000 sec): 3 clusters
  Score: Raw -172119.641428 + Penalty 3434.607748 = -168685.033679
  nChanged 5
		SP:Iteration 18Q (64770.230000 sec): 3 clusters
  Score: Raw -172123.821615 + Penalty 3434.607748 = -168689.213867
  nChanged 2
		SP:Iteration 19Q (64770.260000 sec): 3 clusters
  Score: Raw -172125.033290 + Penalty 3434.607748 = -168690.425541
  nChanged 2
		SP:Iteration 20F (64770.300000 sec): 3 clusters
  Score: Raw -172130.235042 + Penalty 3434.607748 = -168695.627294
  nChanged 1
		SP:Iteration 21Q (64770.330000 sec): 3 clusters
  Score: Raw -172131.214562 + Penalty 3434.607748 = -168696.606814
  nChanged 0
		SP:Iteration 22F (64770.360000 sec): 3 clusters
  Score: Raw -172131.214562 + Penalty 3434.607748 = -168696.606814
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 5 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64770.390000 sec): 2 clusters
  Score: Raw -38023.663419 + Penalty 1357.123127 = -36666.540292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64770.400000 sec): 3 clusters
  Score: Raw -38297.192339 + Penalty 2714.246254 = -35582.946085
  nChanged 35
		SP:Iteration 1F (64770.400000 sec): 3 clusters
  Score: Raw -38483.192251 + Penalty 2714.246254 = -35768.945997
  nChanged 16
		SP:Iteration 2F (64770.410000 sec): 3 clusters
  Score: Raw -38612.018547 + Penalty 2714.246254 = -35897.772293
  nChanged 6
		SP:Iteration 3Q (64770.420000 sec): 3 clusters
  Score: Raw -38635.908793 + Penalty 2714.246254 = -35921.662539
  nChanged 5
		SP:Iteration 4Q (64770.430000 sec): 3 clusters
  Score: Raw -38656.224315 + Penalty 2714.246254 = -35941.978061
  nChanged 2
		SP:Iteration 5Q (64770.440000 sec): 3 clusters
  Score: Raw -38664.477364 + Penalty 2714.246254 = -35950.231110
  nChanged 0
		SP:Iteration 6F (64770.440000 sec): 3 clusters
  Score: Raw -38664.477364 + Penalty 2714.246254 = -35950.231110
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 6 (421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64770.470000 sec): 2 clusters
  Score: Raw -68665.028106 + Penalty 1498.572943 = -67166.455163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64770.500000 sec): 3 clusters
  Score: Raw -68735.884691 + Penalty 2997.145886 = -65738.738805
  nChanged 66
		SP:Iteration 1F (64770.520000 sec): 3 clusters
  Score: Raw -68876.839673 + Penalty 2997.145886 = -65879.693788
  nChanged 18
		SP:Iteration 2Q (64770.530000 sec): 3 clusters
  Score: Raw -68918.592556 + Penalty 2997.145886 = -65921.446671
  nChanged 8
		SP:Iteration 3Q (64770.550000 sec): 3 clusters
  Score: Raw -68945.425974 + Penalty 2997.145886 = -65948.280089
  nChanged 6
		SP:Iteration 4Q (64770.560000 sec): 3 clusters
  Score: Raw -68955.236014 + Penalty 2997.145886 = -65958.090128
  nChanged 2
		SP:Iteration 5Q (64770.580000 sec): 3 clusters
  Score: Raw -68957.415620 + Penalty 2997.145886 = -65960.269734
  nChanged 0
		SP:Iteration 6F (64770.600000 sec): 3 clusters
  Score: Raw -68957.415620 + Penalty 2997.145886 = -65960.269734
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64770.700000 sec): 2 clusters
  Score: Raw -660244.541272 + Penalty 2040.521640 = -658204.019632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64770.870000 sec): 3 clusters
  Score: Raw -658610.103523 + Penalty 4081.043279 = -654529.060244
  nChanged 1319
		SP:Iteration 1F (64771.040000 sec): 3 clusters
  Score: Raw -659416.553620 + Penalty 4081.043279 = -655335.510341
  nChanged 276
		SP:Iteration 2F (64771.220000 sec): 3 clusters
  Score: Raw -659581.738345 + Penalty 4081.043279 = -655500.695066
  nChanged 160
		SP:Iteration 3Q (64771.390000 sec): 3 clusters
  Score: Raw -659676.189730 + Penalty 4081.043279 = -655595.146450
  nChanged 107
		SP:Iteration 4Q (64771.570000 sec): 3 clusters
  Score: Raw -659728.707864 + Penalty 4081.043279 = -655647.664584
  nChanged 73
		SP:Iteration 5Q (64771.740000 sec): 3 clusters
  Score: Raw -659763.536854 + Penalty 4081.043279 = -655682.493574
  nChanged 51
		SP:Iteration 6Q (64771.910000 sec): 3 clusters
  Score: Raw -659782.478458 + Penalty 4081.043279 = -655701.435178
  nChanged 32
		SP:Iteration 7Q (64772.090000 sec): 3 clusters
  Score: Raw -659797.413326 + Penalty 4081.043279 = -655716.370047
  nChanged 40
		SP:Iteration 8Q (64772.260000 sec): 3 clusters
  Score: Raw -659817.465180 + Penalty 4081.043279 = -655736.421900
  nChanged 41
		SP:Iteration 9Q (64772.440000 sec): 3 clusters
  Score: Raw -659835.640894 + Penalty 4081.043279 = -655754.597615
  nChanged 29
		SP:Iteration 10Q (64772.610000 sec): 3 clusters
  Score: Raw -659846.293078 + Penalty 4081.043279 = -655765.249799
  nChanged 30
		SP:Iteration 11Q (64772.790000 sec): 3 clusters
  Score: Raw -659857.700721 + Penalty 4081.043279 = -655776.657441
  nChanged 22
		SP:Iteration 12Q (64772.960000 sec): 3 clusters
  Score: Raw -659867.852225 + Penalty 4081.043279 = -655786.808946
  nChanged 26
		SP:Iteration 13Q (64773.140000 sec): 3 clusters
  Score: Raw -659879.037208 + Penalty 4081.043279 = -655797.993929
  nChanged 32
		SP:Iteration 14Q (64773.310000 sec): 3 clusters
  Score: Raw -659891.281385 + Penalty 4081.043279 = -655810.238106
  nChanged 24
		SP:Iteration 15Q (64773.480000 sec): 3 clusters
  Score: Raw -659897.954582 + Penalty 4081.043279 = -655816.911302
  nChanged 22
		SP:Iteration 16Q (64773.660000 sec): 3 clusters
  Score: Raw -659904.064290 + Penalty 4081.043279 = -655823.021011
  nChanged 15
		SP:Iteration 17Q (64773.830000 sec): 3 clusters
  Score: Raw -659909.545650 + Penalty 4081.043279 = -655828.502371
  nChanged 21
		SP:Iteration 18Q (64774.010000 sec): 3 clusters
  Score: Raw -659916.463357 + Penalty 4081.043279 = -655835.420077
  nChanged 16
		SP:Iteration 19Q (64774.180000 sec): 3 clusters
  Score: Raw -659922.540901 + Penalty 4081.043279 = -655841.497621
  nChanged 18
		SP:Iteration 20F (64774.360000 sec): 3 clusters
  Score: Raw -659929.506657 + Penalty 4081.043279 = -655848.463378
  nChanged 19
		SP:Iteration 21Q (64774.530000 sec): 3 clusters
  Score: Raw -659935.713651 + Penalty 4081.043279 = -655854.670371
  nChanged 13
		SP:Iteration 22Q (64774.700000 sec): 3 clusters
  Score: Raw -659940.851745 + Penalty 4081.043279 = -655859.808466
  nChanged 16
		SP:Iteration 23Q (64774.880000 sec): 3 clusters
  Score: Raw -659945.411253 + Penalty 4081.043279 = -655864.367974
  nChanged 14
		SP:Iteration 24Q (64775.050000 sec): 3 clusters
  Score: Raw -659949.043686 + Penalty 4081.043279 = -655868.000406
  nChanged 12
		SP:Iteration 25Q (64775.230000 sec): 3 clusters
  Score: Raw -659952.186014 + Penalty 4081.043279 = -655871.142735
  nChanged 10
		SP:Iteration 26Q (64775.400000 sec): 3 clusters
  Score: Raw -659956.575938 + Penalty 4081.043279 = -655875.532659
  nChanged 9
		SP:Iteration 27Q (64775.580000 sec): 3 clusters
  Score: Raw -659959.743621 + Penalty 4081.043279 = -655878.700341
  nChanged 5
		SP:Iteration 28Q (64775.750000 sec): 3 clusters
  Score: Raw -659962.472291 + Penalty 4081.043279 = -655881.429012
  nChanged 7
		SP:Iteration 29Q (64775.920000 sec): 3 clusters
  Score: Raw -659965.723790 + Penalty 4081.043279 = -655884.680510
  nChanged 9
		SP:Iteration 30Q (64776.100000 sec): 3 clusters
  Score: Raw -659969.560388 + Penalty 4081.043279 = -655888.517108
  nChanged 12
		SP:Iteration 31Q (64776.270000 sec): 3 clusters
  Score: Raw -659975.529233 + Penalty 4081.043279 = -655894.485954
  nChanged 22
		SP:Iteration 32Q (64776.440000 sec): 3 clusters
  Score: Raw -659985.074140 + Penalty 4081.043279 = -655904.030861
  nChanged 24
		SP:Iteration 33Q (64776.620000 sec): 3 clusters
  Score: Raw -659994.772162 + Penalty 4081.043279 = -655913.728883
  nChanged 29
		SP:Iteration 34Q (64776.800000 sec): 3 clusters
  Score: Raw -660009.166213 + Penalty 4081.043279 = -655928.122934
  nChanged 21
		SP:Iteration 35Q (64776.970000 sec): 3 clusters
  Score: Raw -660016.398617 + Penalty 4081.043279 = -655935.355338
  nChanged 19
		SP:Iteration 36Q (64777.140000 sec): 3 clusters
  Score: Raw -660024.506773 + Penalty 4081.043279 = -655943.463494
  nChanged 19
		SP:Iteration 37Q (64777.320000 sec): 3 clusters
  Score: Raw -660034.058555 + Penalty 4081.043279 = -655953.015276
  nChanged 21
		SP:Iteration 38Q (64777.490000 sec): 3 clusters
  Score: Raw -660041.660894 + Penalty 4081.043279 = -655960.617615
  nChanged 17
		SP:Iteration 39Q (64777.670000 sec): 3 clusters
  Score: Raw -660048.693561 + Penalty 4081.043279 = -655967.650282
  nChanged 19
		SP:Iteration 40F (64777.840000 sec): 3 clusters
  Score: Raw -660054.335959 + Penalty 4081.043279 = -655973.292679
  nChanged 14
		SP:Iteration 41Q (64778.020000 sec): 3 clusters
  Score: Raw -660058.362430 + Penalty 4081.043279 = -655977.319150
  nChanged 15
		SP:Iteration 42Q (64778.190000 sec): 3 clusters
  Score: Raw -660063.151985 + Penalty 4081.043279 = -655982.108705
  nChanged 18
		SP:Iteration 43Q (64778.360000 sec): 3 clusters
  Score: Raw -660071.082925 + Penalty 4081.043279 = -655990.039645
  nChanged 18
		SP:Iteration 44Q (64778.540000 sec): 3 clusters
  Score: Raw -660077.821041 + Penalty 4081.043279 = -655996.777762
  nChanged 12
		SP:Iteration 45Q (64778.710000 sec): 3 clusters
  Score: Raw -660081.305177 + Penalty 4081.043279 = -656000.261897
  nChanged 12
		SP:Iteration 46Q (64778.890000 sec): 3 clusters
  Score: Raw -660085.840718 + Penalty 4081.043279 = -656004.797439
  nChanged 11
		SP:Iteration 47Q (64779.060000 sec): 3 clusters
  Score: Raw -660091.096649 + Penalty 4081.043279 = -656010.053370
  nChanged 8
		SP:Iteration 48Q (64779.240000 sec): 3 clusters
  Score: Raw -660093.630419 + Penalty 4081.043279 = -656012.587139
  nChanged 4
		SP:Iteration 49Q (64779.410000 sec): 3 clusters
  Score: Raw -660094.943260 + Penalty 4081.043279 = -656013.899980
  nChanged 2
		SP:Iteration 50Q (64779.580000 sec): 3 clusters
  Score: Raw -660095.495064 + Penalty 4081.043279 = -656014.451785
  nChanged 5
		SP:Iteration 51Q (64779.760000 sec): 3 clusters
  Score: Raw -660097.024220 + Penalty 4081.043279 = -656015.980940
  nChanged 2
		SP:Iteration 52Q (64779.930000 sec): 3 clusters
  Score: Raw -660097.787811 + Penalty 4081.043279 = -656016.744531
  nChanged 3
		SP:Iteration 53Q (64780.110000 sec): 3 clusters
  Score: Raw -660098.991319 + Penalty 4081.043279 = -656017.948040
  nChanged 6
		SP:Iteration 54Q (64780.280000 sec): 3 clusters
  Score: Raw -660100.673110 + Penalty 4081.043279 = -656019.629831
  nChanged 5
		SP:Iteration 55Q (64780.460000 sec): 3 clusters
  Score: Raw -660101.847541 + Penalty 4081.043279 = -656020.804261
  nChanged 4
		SP:Iteration 56Q (64780.630000 sec): 3 clusters
  Score: Raw -660103.587911 + Penalty 4081.043279 = -656022.544632
  nChanged 7
		SP:Iteration 57Q (64780.800000 sec): 3 clusters
  Score: Raw -660105.366964 + Penalty 4081.043279 = -656024.323685
  nChanged 6
		SP:Iteration 58Q (64780.980000 sec): 3 clusters
  Score: Raw -660107.272548 + Penalty 4081.043279 = -656026.229269
  nChanged 5
		SP:Iteration 59Q (64781.160000 sec): 3 clusters
  Score: Raw -660109.464842 + Penalty 4081.043279 = -656028.421563
  nChanged 7
		SP:Iteration 60F (64781.330000 sec): 3 clusters
  Score: Raw -660111.462787 + Penalty 4081.043279 = -656030.419508
  nChanged 7
		SP:Iteration 61Q (64781.500000 sec): 3 clusters
  Score: Raw -660113.881026 + Penalty 4081.043279 = -656032.837746
  nChanged 6
		SP:Iteration 62Q (64781.680000 sec): 3 clusters
  Score: Raw -660115.569641 + Penalty 4081.043279 = -656034.526361
  nChanged 3
		SP:Iteration 63Q (64781.850000 sec): 3 clusters
  Score: Raw -660116.155943 + Penalty 4081.043279 = -656035.112664
  nChanged 5
		SP:Iteration 64Q (64782.030000 sec): 3 clusters
  Score: Raw -660117.311584 + Penalty 4081.043279 = -656036.268304
  nChanged 4
		SP:Iteration 65Q (64782.200000 sec): 3 clusters
  Score: Raw -660118.657158 + Penalty 4081.043279 = -656037.613879
  nChanged 1
		SP:Iteration 66Q (64782.380000 sec): 3 clusters
  Score: Raw -660119.095283 + Penalty 4081.043279 = -656038.052004
  nChanged 1
		SP:Iteration 67Q (64782.550000 sec): 3 clusters
  Score: Raw -660119.277521 + Penalty 4081.043279 = -656038.234241
  nChanged 0
		SP:Iteration 68F (64782.720000 sec): 3 clusters
  Score: Raw -660119.277521 + Penalty 4081.043279 = -656038.234241
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 8 (95284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64783.500000 sec): 2 clusters
  Score: Raw -16975885.070395 + Penalty 2843.225062 = -16973041.845333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64784.610000 sec): 3 clusters
  Score: Raw -16915281.278650 + Penalty 5686.450124 = -16909594.828526
  nChanged 44880
		SP:Iteration 1F (64785.570000 sec): 3 clusters
  Score: Raw -16940491.824770 + Penalty 5686.450124 = -16934805.374646
  nChanged 3188
		SP:Iteration 2Q (64786.600000 sec): 3 clusters
  Score: Raw -16941244.295007 + Penalty 5686.450124 = -16935557.844883
  nChanged 3207
		SP:Iteration 3Q (64787.610000 sec): 3 clusters
  Score: Raw -16942012.155553 + Penalty 5686.450124 = -16936325.705430
  nChanged 3182
		SP:Iteration 4Q (64788.730000 sec): 3 clusters
  Score: Raw -16942831.822715 + Penalty 5686.450124 = -16937145.372591
  nChanged 3266
		SP:Iteration 5Q (64789.870000 sec): 3 clusters
  Score: Raw -16943708.288928 + Penalty 5686.450124 = -16938021.838805
  nChanged 3327
		SP:Iteration 6Q (64790.950000 sec): 3 clusters
  Score: Raw -16944678.215367 + Penalty 5686.450124 = -16938991.765244
  nChanged 3384
		SP:Iteration 7Q (64792.030000 sec): 3 clusters
  Score: Raw -16945725.382422 + Penalty 5686.450124 = -16940038.932299
  nChanged 3469
		SP:Iteration 8Q (64793.090000 sec): 3 clusters
  Score: Raw -16946873.308751 + Penalty 5686.450124 = -16941186.858628
  nChanged 3540
		SP:Iteration 9Q (64794.210000 sec): 3 clusters
  Score: Raw -16948128.282181 + Penalty 5686.450124 = -16942441.832057
  nChanged 3660
		SP:Iteration 10Q (64795.340000 sec): 3 clusters
  Score: Raw -16949479.199400 + Penalty 5686.450124 = -16943792.749277
  nChanged 3703
		SP:Iteration 11Q (64796.490000 sec): 3 clusters
  Score: Raw -16950906.560266 + Penalty 5686.450124 = -16945220.110143
  nChanged 3725
		SP:Iteration 12Q (64797.620000 sec): 3 clusters
  Score: Raw -16952423.495556 + Penalty 5686.450124 = -16946737.045433
  nChanged 3754
		SP:Iteration 13Q (64798.700000 sec): 3 clusters
  Score: Raw -16954141.690634 + Penalty 5686.450124 = -16948455.240510
  nChanged 3872
		SP:Iteration 14Q (64799.820000 sec): 3 clusters
  Score: Raw -16956020.856684 + Penalty 5686.450124 = -16950334.406560
  nChanged 3826
		SP:Iteration 15Q (64800.950000 sec): 3 clusters
  Score: Raw -16957890.493024 + Penalty 5686.450124 = -16952204.042900
  nChanged 3531
		SP:Iteration 16Q (64801.960000 sec): 3 clusters
  Score: Raw -16959516.147239 + Penalty 5686.450124 = -16953829.697116
  nChanged 3100
		SP:Iteration 17Q (64802.940000 sec): 3 clusters
  Score: Raw -16960646.813715 + Penalty 5686.450124 = -16954960.363591
  nChanged 2371
		SP:Iteration 18Q (64803.910000 sec): 3 clusters
  Score: Raw -16961332.856606 + Penalty 5686.450124 = -16955646.406482
  nChanged 1828
		SP:Iteration 19Q (64804.870000 sec): 3 clusters
  Score: Raw -16961835.570563 + Penalty 5686.450124 = -16956149.120439
  nChanged 1622
		SP:Iteration 20F (64805.920000 sec): 3 clusters
  Score: Raw -16962287.643082 + Penalty 5686.450124 = -16956601.192958
  nChanged 1594
		SP:Iteration 21Q (64806.960000 sec): 3 clusters
  Score: Raw -16962756.038603 + Penalty 5686.450124 = -16957069.588479
  nChanged 1710
		SP:Iteration 22Q (64808.050000 sec): 3 clusters
  Score: Raw -16963289.586473 + Penalty 5686.450124 = -16957603.136350
  nChanged 1775
		SP:Iteration 23Q (64809.110000 sec): 3 clusters
  Score: Raw -16963867.953679 + Penalty 5686.450124 = -16958181.503556
  nChanged 1782
		SP:Iteration 24Q (64810.180000 sec): 3 clusters
  Score: Raw -16964479.339076 + Penalty 5686.450124 = -16958792.888952
  nChanged 1798
		SP:Iteration 25Q (64811.140000 sec): 3 clusters
  Score: Raw -16965141.988404 + Penalty 5686.450124 = -16959455.538280
  nChanged 1909
		SP:Iteration 26Q (64812.100000 sec): 3 clusters
  Score: Raw -16965922.691675 + Penalty 5686.450124 = -16960236.241551
  nChanged 1945
		SP:Iteration 27Q (64813.070000 sec): 3 clusters
  Score: Raw -16966802.021018 + Penalty 5686.450124 = -16961115.570894
  nChanged 2034
		SP:Iteration 28Q (64814.060000 sec): 3 clusters
  Score: Raw -16967814.303248 + Penalty 5686.450124 = -16962127.853125
  nChanged 1969
		SP:Iteration 29Q (64815.010000 sec): 3 clusters
  Score: Raw -16968860.434648 + Penalty 5686.450124 = -16963173.984524
  nChanged 1925
		SP:Iteration 30Q (64815.980000 sec): 3 clusters
  Score: Raw -16970012.695394 + Penalty 5686.450124 = -16964326.245271
  nChanged 1824
		SP:Iteration 31Q (64816.960000 sec): 3 clusters
  Score: Raw -16971178.033016 + Penalty 5686.450124 = -16965491.582893
  nChanged 1638
		SP:Iteration 32Q (64817.940000 sec): 3 clusters
  Score: Raw -16972302.905961 + Penalty 5686.450124 = -16966616.455838
  nChanged 1456
		SP:Iteration 33Q (64818.880000 sec): 3 clusters
  Score: Raw -16973339.432177 + Penalty 5686.450124 = -16967652.982053
  nChanged 1164
		SP:Iteration 34Q (64819.770000 sec): 3 clusters
  Score: Raw -16974215.387050 + Penalty 5686.450124 = -16968528.936927
  nChanged 926
		SP:Iteration 35Q (64820.660000 sec): 3 clusters
  Score: Raw -16974938.614885 + Penalty 5686.450124 = -16969252.164762
  nChanged 625
		SP:Iteration 36Q (64821.560000 sec): 3 clusters
  Score: Raw -16975423.662341 + Penalty 5686.450124 = -16969737.212217
  nChanged 358
		SP:Iteration 37Q (64822.410000 sec): 3 clusters
  Score: Raw -16975705.535723 + Penalty 5686.450124 = -16970019.085599
  nChanged 244
		SP:Iteration 38Q (64823.220000 sec): 3 clusters
  Score: Raw -16975890.239376 + Penalty 5686.450124 = -16970203.789252
  nChanged 148
		SP:Iteration 39Q (64824.060000 sec): 3 clusters
  Score: Raw -16976026.389757 + Penalty 5686.450124 = -16970339.939633
  nChanged 105
		SP:Iteration 40F (64825.140000 sec): 3 clusters
  Score: Raw -16976121.112990 + Penalty 5686.450124 = -16970434.662866
  nChanged 72
		SP:Iteration 41Q (64825.960000 sec): 3 clusters
  Score: Raw -16976185.880932 + Penalty 5686.450124 = -16970499.430809
  nChanged 58
		SP:Iteration 42Q (64826.760000 sec): 3 clusters
  Score: Raw -16976239.847715 + Penalty 5686.450124 = -16970553.397591
  nChanged 44
		SP:Iteration 43Q (64827.660000 sec): 3 clusters
  Score: Raw -16976277.741038 + Penalty 5686.450124 = -16970591.290914
  nChanged 27
		SP:Iteration 44Q (64828.500000 sec): 3 clusters
  Score: Raw -16976301.078492 + Penalty 5686.450124 = -16970614.628368
  nChanged 16
		SP:Iteration 45Q (64829.310000 sec): 3 clusters
  Score: Raw -16976315.060255 + Penalty 5686.450124 = -16970628.610132
  nChanged 14
		SP:Iteration 46Q (64830.160000 sec): 3 clusters
  Score: Raw -16976326.077037 + Penalty 5686.450124 = -16970639.626914
  nChanged 7
		SP:Iteration 47Q (64831.010000 sec): 3 clusters
  Score: Raw -16976331.219071 + Penalty 5686.450124 = -16970644.768948
  nChanged 4
		SP:Iteration 48Q (64831.860000 sec): 3 clusters
  Score: Raw -16976333.490921 + Penalty 5686.450124 = -16970647.040798
  nChanged 3
		SP:Iteration 49Q (64832.690000 sec): 3 clusters
  Score: Raw -16976335.920861 + Penalty 5686.450124 = -16970649.470738
  nChanged 2
		SP:Iteration 50Q (64833.570000 sec): 3 clusters
  Score: Raw -16976337.434386 + Penalty 5686.450124 = -16970650.984263
  nChanged 2
		SP:Iteration 51Q (64834.380000 sec): 3 clusters
  Score: Raw -16976338.241044 + Penalty 5686.450124 = -16970651.790920
  nChanged 3
		SP:Iteration 52Q (64835.190000 sec): 3 clusters
  Score: Raw -16976340.109102 + Penalty 5686.450124 = -16970653.658979
  nChanged 4
		SP:Iteration 53Q (64836.000000 sec): 3 clusters
  Score: Raw -16976342.622914 + Penalty 5686.450124 = -16970656.172790
  nChanged 2
		SP:Iteration 54Q (64836.800000 sec): 3 clusters
  Score: Raw -16976344.082779 + Penalty 5686.450124 = -16970657.632655
  nChanged 2
		SP:Iteration 55Q (64837.610000 sec): 3 clusters
  Score: Raw -16976345.566664 + Penalty 5686.450124 = -16970659.116541
  nChanged 2
		SP:Iteration 56Q (64838.430000 sec): 3 clusters
  Score: Raw -16976348.017835 + Penalty 5686.450124 = -16970661.567712
  nChanged 4
		SP:Iteration 57Q (64839.240000 sec): 3 clusters
  Score: Raw -16976350.571679 + Penalty 5686.450124 = -16970664.121555
  nChanged 4
		SP:Iteration 58Q (64840.050000 sec): 3 clusters
  Score: Raw -16976353.343160 + Penalty 5686.450124 = -16970666.893036
  nChanged 4
		SP:Iteration 59Q (64840.860000 sec): 3 clusters
  Score: Raw -16976356.333505 + Penalty 5686.450124 = -16970669.883381
  nChanged 0
		SP:Iteration 60F (64841.860000 sec): 3 clusters
  Score: Raw -16976356.333505 + Penalty 5686.450124 = -16970669.883381
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (20190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64842.050000 sec): 2 clusters
  Score: Raw -3475169.253478 + Penalty 2458.409792 = -3472710.843686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64842.400000 sec): 3 clusters
  Score: Raw -3463479.058585 + Penalty 4916.819585 = -3458562.239001
  nChanged 8817
		SP:Iteration 1F (64842.740000 sec): 3 clusters
  Score: Raw -3468288.866874 + Penalty 4916.819585 = -3463372.047289
  nChanged 1061
		SP:Iteration 2F (64843.010000 sec): 3 clusters
  Score: Raw -3468734.819658 + Penalty 4916.819585 = -3463818.000073
  nChanged 955
		SP:Iteration 3Q (64843.380000 sec): 3 clusters
  Score: Raw -3469201.527443 + Penalty 4916.819585 = -3464284.707858
  nChanged 992
		SP:Iteration 4Q (64843.720000 sec): 3 clusters
  Score: Raw -3469838.598923 + Penalty 4916.819585 = -3464921.779338
  nChanged 1121
		SP:Iteration 5F (64844.060000 sec): 3 clusters
  Score: Raw -3470675.449261 + Penalty 4916.819585 = -3465758.629676
  nChanged 1252
		SP:Iteration 6F (64844.400000 sec): 3 clusters
  Score: Raw -3471832.949207 + Penalty 4916.819585 = -3466916.129622
  nChanged 1413
		SP:Iteration 7F (64844.740000 sec): 3 clusters
  Score: Raw -3473190.115842 + Penalty 4916.819585 = -3468273.296257
  nChanged 1437
		SP:Iteration 8F (64845.080000 sec): 3 clusters
  Score: Raw -3474563.009009 + Penalty 4916.819585 = -3469646.189424
  nChanged 1221
		SP:Iteration 9F (64845.460000 sec): 3 clusters
  Score: Raw -3475550.470160 + Penalty 4916.819585 = -3470633.650575
  nChanged 938
		SP:Iteration 10Q (64845.810000 sec): 3 clusters
  Score: Raw -3476152.206124 + Penalty 4916.819585 = -3471235.386539
  nChanged 697
		SP:Iteration 11Q (64846.150000 sec): 3 clusters
  Score: Raw -3476502.446180 + Penalty 4916.819585 = -3471585.626595
  nChanged 475
		SP:Iteration 12Q (64846.490000 sec): 3 clusters
  Score: Raw -3476700.090764 + Penalty 4916.819585 = -3471783.271180
  nChanged 352
		SP:Iteration 13Q (64846.820000 sec): 3 clusters
  Score: Raw -3476812.382608 + Penalty 4916.819585 = -3471895.563023
  nChanged 247
		SP:Iteration 14Q (64847.130000 sec): 3 clusters
  Score: Raw -3476878.216166 + Penalty 4916.819585 = -3471961.396581
  nChanged 179
		SP:Iteration 15Q (64847.480000 sec): 3 clusters
  Score: Raw -3476915.815036 + Penalty 4916.819585 = -3471998.995451
  nChanged 135
		SP:Iteration 16Q (64847.820000 sec): 3 clusters
  Score: Raw -3476938.895925 + Penalty 4916.819585 = -3472022.076340
  nChanged 102
		SP:Iteration 17Q (64848.160000 sec): 3 clusters
  Score: Raw -3476955.188026 + Penalty 4916.819585 = -3472038.368441
  nChanged 84
		SP:Iteration 18Q (64848.510000 sec): 3 clusters
  Score: Raw -3476967.052132 + Penalty 4916.819585 = -3472050.232547
  nChanged 67
		SP:Iteration 19Q (64848.850000 sec): 3 clusters
  Score: Raw -3476975.745864 + Penalty 4916.819585 = -3472058.926279
  nChanged 63
		SP:Iteration 20F (64849.190000 sec): 3 clusters
  Score: Raw -3476983.926904 + Penalty 4916.819585 = -3472067.107319
  nChanged 60
		SP:Iteration 21Q (64849.530000 sec): 3 clusters
  Score: Raw -3476990.791067 + Penalty 4916.819585 = -3472073.971482
  nChanged 45
		SP:Iteration 22Q (64849.870000 sec): 3 clusters
  Score: Raw -3476995.726441 + Penalty 4916.819585 = -3472078.906856
  nChanged 39
		SP:Iteration 23Q (64850.210000 sec): 3 clusters
  Score: Raw -3477000.154674 + Penalty 4916.819585 = -3472083.335089
  nChanged 38
		SP:Iteration 24Q (64850.560000 sec): 3 clusters
  Score: Raw -3477004.811448 + Penalty 4916.819585 = -3472087.991863
  nChanged 36
		SP:Iteration 25Q (64850.900000 sec): 3 clusters
  Score: Raw -3477008.557831 + Penalty 4916.819585 = -3472091.738246
  nChanged 37
		SP:Iteration 26Q (64851.240000 sec): 3 clusters
  Score: Raw -3477013.431594 + Penalty 4916.819585 = -3472096.612009
  nChanged 28
		SP:Iteration 27Q (64851.590000 sec): 3 clusters
  Score: Raw -3477016.255912 + Penalty 4916.819585 = -3472099.436327
  nChanged 23
		SP:Iteration 28Q (64851.930000 sec): 3 clusters
  Score: Raw -3477018.249265 + Penalty 4916.819585 = -3472101.429680
  nChanged 17
		SP:Iteration 29Q (64852.270000 sec): 3 clusters
  Score: Raw -3477019.821917 + Penalty 4916.819585 = -3472103.002333
  nChanged 16
		SP:Iteration 30Q (64852.610000 sec): 3 clusters
  Score: Raw -3477021.370206 + Penalty 4916.819585 = -3472104.550621
  nChanged 20
		SP:Iteration 31Q (64852.960000 sec): 3 clusters
  Score: Raw -3477023.620339 + Penalty 4916.819585 = -3472106.800754
  nChanged 18
		SP:Iteration 32Q (64853.300000 sec): 3 clusters
  Score: Raw -3477024.954894 + Penalty 4916.819585 = -3472108.135309
  nChanged 10
		SP:Iteration 33Q (64853.650000 sec): 3 clusters
  Score: Raw -3477025.833377 + Penalty 4916.819585 = -3472109.013792
  nChanged 12
		SP:Iteration 34Q (64853.990000 sec): 3 clusters
  Score: Raw -3477027.013798 + Penalty 4916.819585 = -3472110.194213
  nChanged 15
		SP:Iteration 35Q (64854.330000 sec): 3 clusters
  Score: Raw -3477028.253007 + Penalty 4916.819585 = -3472111.433422
  nChanged 13
		SP:Iteration 36Q (64854.680000 sec): 3 clusters
  Score: Raw -3477029.583700 + Penalty 4916.819585 = -3472112.764115
  nChanged 9
		SP:Iteration 37Q (64855.020000 sec): 3 clusters
  Score: Raw -3477030.371036 + Penalty 4916.819585 = -3472113.551451
  nChanged 6
		SP:Iteration 38Q (64855.370000 sec): 3 clusters
  Score: Raw -3477030.811432 + Penalty 4916.819585 = -3472113.991847
  nChanged 7
		SP:Iteration 39Q (64855.710000 sec): 3 clusters
  Score: Raw -3477031.418115 + Penalty 4916.819585 = -3472114.598531
  nChanged 8
		SP:Iteration 40F (64856.050000 sec): 3 clusters
  Score: Raw -3477031.931699 + Penalty 4916.819585 = -3472115.112115
  nChanged 4
		SP:Iteration 41Q (64856.400000 sec): 3 clusters
  Score: Raw -3477032.294548 + Penalty 4916.819585 = -3472115.474964
  nChanged 5
		SP:Iteration 42Q (64856.740000 sec): 3 clusters
  Score: Raw -3477032.612006 + Penalty 4916.819585 = -3472115.792421
  nChanged 3
		SP:Iteration 43Q (64857.090000 sec): 3 clusters
  Score: Raw -3477032.833034 + Penalty 4916.819585 = -3472116.013449
  nChanged 2
		SP:Iteration 44Q (64857.430000 sec): 3 clusters
  Score: Raw -3477032.949097 + Penalty 4916.819585 = -3472116.129513
  nChanged 4
		SP:Iteration 45Q (64857.770000 sec): 3 clusters
  Score: Raw -3477033.239803 + Penalty 4916.819585 = -3472116.420218
  nChanged 2
		SP:Iteration 46Q (64858.120000 sec): 3 clusters
  Score: Raw -3477033.312125 + Penalty 4916.819585 = -3472116.492540
  nChanged 1
		SP:Iteration 47Q (64858.460000 sec): 3 clusters
  Score: Raw -3477033.374877 + Penalty 4916.819585 = -3472116.555292
  nChanged 1
		SP:Iteration 48Q (64858.800000 sec): 3 clusters
  Score: Raw -3477033.405003 + Penalty 4916.819585 = -3472116.585418
  nChanged 0
		SP:Iteration 49F (64859.140000 sec): 3 clusters
  Score: Raw -3477033.405003 + Penalty 4916.819585 = -3472116.585418
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 10 (408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64859.240000 sec): 2 clusters
  Score: Raw -60510.759284 + Penalty 1490.794259 = -59019.965025
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64859.410000 sec): 3 clusters
  Score: Raw -60595.722195 + Penalty 2981.588519 = -57614.133676
  nChanged 67
		SP:Iteration 1F (64859.590000 sec): 3 clusters
  Score: Raw -60776.585006 + Penalty 2981.588519 = -57794.996488
  nChanged 21
		SP:Iteration 2F (64859.760000 sec): 3 clusters
  Score: Raw -60849.755188 + Penalty 2981.588519 = -57868.166670
  nChanged 9
		SP:Iteration 3Q (64859.940000 sec): 3 clusters
  Score: Raw -60875.737985 + Penalty 2981.588519 = -57894.149467
  nChanged 6
		SP:Iteration 4Q (64860.120000 sec): 3 clusters
  Score: Raw -60895.875905 + Penalty 2981.588519 = -57914.287387
  nChanged 7
		SP:Iteration 5Q (64860.270000 sec): 3 clusters
  Score: Raw -60908.109565 + Penalty 2981.588519 = -57926.521047
  nChanged 7
		SP:Iteration 6Q (64860.420000 sec): 3 clusters
  Score: Raw -60921.485152 + Penalty 2981.588519 = -57939.896633
  nChanged 1
		SP:Iteration 7Q (64860.600000 sec): 3 clusters
  Score: Raw -60925.119885 + Penalty 2981.588519 = -57943.531367
  nChanged 0
		SP:Iteration 8F (64860.770000 sec): 3 clusters
  Score: Raw -60925.119885 + Penalty 2981.588519 = -57943.531367
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64860.860000 sec): 2 clusters
  Score: Raw -76738.142255 + Penalty 1533.668925 = -75204.473330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64861.040000 sec): 3 clusters
  Score: Raw -76856.065975 + Penalty 3067.337850 = -73788.728126
  nChanged 90
		SP:Iteration 1F (64861.210000 sec): 3 clusters
  Score: Raw -77041.470206 + Penalty 3067.337850 = -73974.132356
  nChanged 23
		SP:Iteration 2Q (64861.390000 sec): 3 clusters
  Score: Raw -77106.014231 + Penalty 3067.337850 = -74038.676381
  nChanged 14
		SP:Iteration 3Q (64861.560000 sec): 3 clusters
  Score: Raw -77133.990141 + Penalty 3067.337850 = -74066.652291
  nChanged 9
		SP:Iteration 4Q (64861.740000 sec): 3 clusters
  Score: Raw -77156.182495 + Penalty 3067.337850 = -74088.844645
  nChanged 4
		SP:Iteration 5Q (64861.920000 sec): 3 clusters
  Score: Raw -77165.658629 + Penalty 3067.337850 = -74098.320780
  nChanged 2
		SP:Iteration 6Q (64862.090000 sec): 3 clusters
  Score: Raw -77172.811296 + Penalty 3067.337850 = -74105.473446
  nChanged 3
		SP:Iteration 7Q (64862.270000 sec): 3 clusters
  Score: Raw -77179.446165 + Penalty 3067.337850 = -74112.108315
  nChanged 0
		SP:Iteration 8F (64862.440000 sec): 3 clusters
  Score: Raw -77179.446165 + Penalty 3067.337850 = -74112.108315
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 12 (939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64862.530000 sec): 2 clusters
  Score: Raw -158411.400017 + Penalty 1697.514239 = -156713.885778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64862.710000 sec): 3 clusters
  Score: Raw -158191.089209 + Penalty 3395.028478 = -154796.060731
  nChanged 244
		SP:Iteration 1F (64862.880000 sec): 3 clusters
  Score: Raw -158497.922004 + Penalty 3395.028478 = -155102.893527
  nChanged 64
		SP:Iteration 2F (64863.060000 sec): 3 clusters
  Score: Raw -158595.785788 + Penalty 3395.028478 = -155200.757310
  nChanged 35
		SP:Iteration 3Q (64863.240000 sec): 3 clusters
  Score: Raw -158648.230342 + Penalty 3395.028478 = -155253.201864
  nChanged 19
		SP:Iteration 4Q (64863.410000 sec): 3 clusters
  Score: Raw -158675.234036 + Penalty 3395.028478 = -155280.205559
  nChanged 11
		SP:Iteration 5Q (64863.590000 sec): 3 clusters
  Score: Raw -158691.523410 + Penalty 3395.028478 = -155296.494932
  nChanged 8
		SP:Iteration 6Q (64863.760000 sec): 3 clusters
  Score: Raw -158705.282407 + Penalty 3395.028478 = -155310.253929
  nChanged 7
		SP:Iteration 7Q (64863.940000 sec): 3 clusters
  Score: Raw -158715.172722 + Penalty 3395.028478 = -155320.144244
  nChanged 7
		SP:Iteration 8Q (64864.120000 sec): 3 clusters
  Score: Raw -158725.053818 + Penalty 3395.028478 = -155330.025341
  nChanged 8
		SP:Iteration 9Q (64864.290000 sec): 3 clusters
  Score: Raw -158735.648481 + Penalty 3395.028478 = -155340.620004
  nChanged 4
		SP:Iteration 10Q (64864.470000 sec): 3 clusters
  Score: Raw -158739.972070 + Penalty 3395.028478 = -155344.943593
  nChanged 2
		SP:Iteration 11Q (64864.640000 sec): 3 clusters
  Score: Raw -158742.881140 + Penalty 3395.028478 = -155347.852662
  nChanged 1
		SP:Iteration 12Q (64864.820000 sec): 3 clusters
  Score: Raw -158745.716353 + Penalty 3395.028478 = -155350.687876
  nChanged 2
		SP:Iteration 13Q (64864.990000 sec): 3 clusters
  Score: Raw -158747.836352 + Penalty 3395.028478 = -155352.807874
  nChanged 1
		SP:Iteration 14Q (64865.170000 sec): 3 clusters
  Score: Raw -158751.524933 + Penalty 3395.028478 = -155356.496455
  nChanged 0
		SP:Iteration 15F (64865.340000 sec): 3 clusters
  Score: Raw -158751.524933 + Penalty 3395.028478 = -155356.496455
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 13 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64865.430000 sec): 2 clusters
  Score: Raw -90803.672999 + Penalty 1570.653348 = -89233.019652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64865.610000 sec): 3 clusters
  Score: Raw -90761.920593 + Penalty 3141.306696 = -87620.613898
  nChanged 100
		SP:Iteration 1F (64865.780000 sec): 3 clusters
  Score: Raw -90949.232730 + Penalty 3141.306696 = -87807.926034
  nChanged 27
		SP:Iteration 2Q (64865.960000 sec): 3 clusters
  Score: Raw -91005.369042 + Penalty 3141.306696 = -87864.062346
  nChanged 12
		SP:Iteration 3Q (64866.140000 sec): 3 clusters
  Score: Raw -91040.422249 + Penalty 3141.306696 = -87899.115554
  nChanged 10
		SP:Iteration 4Q (64866.310000 sec): 3 clusters
  Score: Raw -91063.525176 + Penalty 3141.306696 = -87922.218480
  nChanged 11
		SP:Iteration 5Q (64866.490000 sec): 3 clusters
  Score: Raw -91083.556146 + Penalty 3141.306696 = -87942.249451
  nChanged 7
		SP:Iteration 6Q (64866.660000 sec): 3 clusters
  Score: Raw -91100.323177 + Penalty 3141.306696 = -87959.016481
  nChanged 3
		SP:Iteration 7Q (64866.840000 sec): 3 clusters
  Score: Raw -91106.009139 + Penalty 3141.306696 = -87964.702444
  nChanged 2
		SP:Iteration 8Q (64867.020000 sec): 3 clusters
  Score: Raw -91111.147056 + Penalty 3141.306696 = -87969.840360
  nChanged 3
		SP:Iteration 9Q (64867.190000 sec): 3 clusters
  Score: Raw -91118.522117 + Penalty 3141.306696 = -87977.215422
  nChanged 1
		SP:Iteration 10Q (64867.370000 sec): 3 clusters
  Score: Raw -91119.786832 + Penalty 3141.306696 = -87978.480136
  nChanged 1
		SP:Iteration 11Q (64867.540000 sec): 3 clusters
  Score: Raw -91124.630076 + Penalty 3141.306696 = -87983.323380
  nChanged 1
		SP:Iteration 12Q (64867.720000 sec): 3 clusters
  Score: Raw -91128.140051 + Penalty 3141.306696 = -87986.833355
  nChanged 0
		SP:Iteration 13F (64867.900000 sec): 3 clusters
  Score: Raw -91128.140051 + Penalty 3141.306696 = -87986.833355
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64867.980000 sec): 2 clusters
  Score: Raw -15906.793680 + Penalty 1174.577215 = -14732.216465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64868.160000 sec): 3 clusters
  Score: Raw -16291.071158 + Penalty 2349.154430 = -13941.916727
  nChanged 2
		SP:Iteration 1Q (64868.340000 sec): 3 clusters
  Score: Raw -16308.570635 + Penalty 2349.154430 = -13959.416205
  nChanged 0
		SP:Iteration 2F (64868.430000 sec): 3 clusters
  Score: Raw -16308.570635 + Penalty 2349.154430 = -13959.416205
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64868.460000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64868.480000 sec): 3 clusters
  Score: Raw -88276.614607 + Penalty 3127.006606 = -85149.608001
  nChanged 109
		SP:Iteration 1F (64868.510000 sec): 3 clusters
  Score: Raw -88538.488603 + Penalty 3127.006606 = -85411.481997
  nChanged 30
		SP:Iteration 2F (64868.530000 sec): 3 clusters
  Score: Raw -88710.066212 + Penalty 3127.006606 = -85583.059606
  nChanged 30
		SP:Iteration 3F (64868.560000 sec): 3 clusters
  Score: Raw -88918.125480 + Penalty 3127.006606 = -85791.118874
  nChanged 33
		SP:Iteration 4F (64868.580000 sec): 3 clusters
  Score: Raw -89283.506289 + Penalty 3127.006606 = -86156.499683
  nChanged 48
		SP:Iteration 5F (64868.600000 sec): 3 clusters
  Score: Raw -89442.024383 + Penalty 3127.006606 = -86315.017777
  nChanged 26
		SP:Iteration 6Q (64868.620000 sec): 3 clusters
  Score: Raw -89527.739594 + Penalty 3127.006606 = -86400.732988
  nChanged 14
		SP:Iteration 7Q (64868.650000 sec): 3 clusters
  Score: Raw -89572.946397 + Penalty 3127.006606 = -86445.939791
  nChanged 12
		SP:Iteration 8Q (64868.670000 sec): 3 clusters
  Score: Raw -89611.434076 + Penalty 3127.006606 = -86484.427470
  nChanged 7
		SP:Iteration 9Q (64868.690000 sec): 3 clusters
  Score: Raw -89642.941023 + Penalty 3127.006606 = -86515.934417
  nChanged 1
		SP:Iteration 10Q (64868.700000 sec): 3 clusters
  Score: Raw -89645.454145 + Penalty 3127.006606 = -86518.447539
  nChanged 0
		SP:Iteration 11F (64868.720000 sec): 3 clusters
  Score: Raw -89645.454145 + Penalty 3127.006606 = -86518.447539
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64868.740000 sec): 2 clusters
  Score: Raw -52299.371293 + Penalty 1431.317399 = -50868.053894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64868.760000 sec): 3 clusters
  Score: Raw -52418.228096 + Penalty 2862.634797 = -49555.593299
  nChanged 36
		SP:Iteration 1F (64868.780000 sec): 3 clusters
  Score: Raw -52533.271333 + Penalty 2862.634797 = -49670.636535
  nChanged 13
		SP:Iteration 2Q (64868.780000 sec): 3 clusters
  Score: Raw -52573.406347 + Penalty 2862.634797 = -49710.771550
  nChanged 9
		SP:Iteration 3Q (64868.800000 sec): 3 clusters
  Score: Raw -52609.087233 + Penalty 2862.634797 = -49746.452436
  nChanged 4
		SP:Iteration 4Q (64868.810000 sec): 3 clusters
  Score: Raw -52624.388152 + Penalty 2862.634797 = -49761.753355
  nChanged 3
		SP:Iteration 5Q (64868.820000 sec): 3 clusters
  Score: Raw -52635.148812 + Penalty 2862.634797 = -49772.514015
  nChanged 0
		SP:Iteration 6F (64868.830000 sec): 3 clusters
  Score: Raw -52635.148812 + Penalty 2862.634797 = -49772.514015
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 17 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64868.850000 sec): 2 clusters
  Score: Raw -30435.983482 + Penalty 1351.857536 = -29084.125945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64868.860000 sec): 3 clusters
  Score: Raw -30642.305851 + Penalty 2703.715073 = -27938.590778
  nChanged 16
		SP:Iteration 1F (64868.870000 sec): 3 clusters
  Score: Raw -30691.307615 + Penalty 2703.715073 = -27987.592542
  nChanged 5
		SP:Iteration 2Q (64868.880000 sec): 3 clusters
  Score: Raw -30708.297519 + Penalty 2703.715073 = -28004.582446
  nChanged 2
		SP:Iteration 3Q (64868.880000 sec): 3 clusters
  Score: Raw -30712.449742 + Penalty 2703.715073 = -28008.734669
  nChanged 0
		SP:Iteration 4F (64868.890000 sec): 3 clusters
  Score: Raw -30712.449742 + Penalty 2703.715073 = -28008.734669
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 18 (1572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64868.950000 sec): 2 clusters
  Score: Raw -289323.236776 + Penalty 1825.305785 = -287497.930991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64869.000000 sec): 3 clusters
  Score: Raw -288838.422701 + Penalty 3650.611571 = -285187.811130
  nChanged 468
		SP:Iteration 1F (64869.040000 sec): 3 clusters
  Score: Raw -289240.414166 + Penalty 3650.611571 = -285589.802596
  nChanged 117
		SP:Iteration 2F (64869.080000 sec): 3 clusters
  Score: Raw -289352.361174 + Penalty 3650.611571 = -285701.749603
  nChanged 66
		SP:Iteration 3Q (64869.120000 sec): 3 clusters
  Score: Raw -289399.724647 + Penalty 3650.611571 = -285749.113076
  nChanged 41
		SP:Iteration 4Q (64869.160000 sec): 3 clusters
  Score: Raw -289430.394703 + Penalty 3650.611571 = -285779.783133
  nChanged 32
		SP:Iteration 5Q (64869.200000 sec): 3 clusters
  Score: Raw -289459.912913 + Penalty 3650.611571 = -285809.301342
  nChanged 26
		SP:Iteration 6Q (64869.240000 sec): 3 clusters
  Score: Raw -289483.194330 + Penalty 3650.611571 = -285832.582760
  nChanged 16
		SP:Iteration 7Q (64869.290000 sec): 3 clusters
  Score: Raw -289504.847551 + Penalty 3650.611571 = -285854.235981
  nChanged 15
		SP:Iteration 8Q (64869.330000 sec): 3 clusters
  Score: Raw -289515.710985 + Penalty 3650.611571 = -285865.099414
  nChanged 13
		SP:Iteration 9Q (64869.370000 sec): 3 clusters
  Score: Raw -289525.132448 + Penalty 3650.611571 = -285874.520877
  nChanged 4
		SP:Iteration 10Q (64869.410000 sec): 3 clusters
  Score: Raw -289526.872677 + Penalty 3650.611571 = -285876.261106
  nChanged 6
		SP:Iteration 11Q (64869.460000 sec): 3 clusters
  Score: Raw -289531.033529 + Penalty 3650.611571 = -285880.421958
  nChanged 6
		SP:Iteration 12Q (64869.500000 sec): 3 clusters
  Score: Raw -289538.115385 + Penalty 3650.611571 = -285887.503814
  nChanged 6
		SP:Iteration 13Q (64869.540000 sec): 3 clusters
  Score: Raw -289541.429501 + Penalty 3650.611571 = -285890.817931
  nChanged 4
		SP:Iteration 14Q (64869.580000 sec): 3 clusters
  Score: Raw -289543.386962 + Penalty 3650.611571 = -285892.775391
  nChanged 3
		SP:Iteration 15Q (64869.620000 sec): 3 clusters
  Score: Raw -289544.612877 + Penalty 3650.611571 = -285894.001306
  nChanged 3
		SP:Iteration 16Q (64869.660000 sec): 3 clusters
  Score: Raw -289546.590589 + Penalty 3650.611571 = -285895.979018
  nChanged 1
		SP:Iteration 17Q (64869.710000 sec): 3 clusters
  Score: Raw -289547.169956 + Penalty 3650.611571 = -285896.558385
  nChanged 0
		SP:Iteration 18F (64869.750000 sec): 3 clusters
  Score: Raw -289547.169956 + Penalty 3650.611571 = -285896.558385
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (14722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64869.980000 sec): 2 clusters
  Score: Raw -2725405.145228 + Penalty 2380.080367 = -2723025.064862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64870.190000 sec): 3 clusters
  Score: Raw -2717117.620195 + Penalty 4760.160733 = -2712357.459462
  nChanged 6364
		SP:Iteration 1F (64870.440000 sec): 3 clusters
  Score: Raw -2720512.424770 + Penalty 4760.160733 = -2715752.264036
  nChanged 893
		SP:Iteration 2F (64870.710000 sec): 3 clusters
  Score: Raw -2720880.475993 + Penalty 4760.160733 = -2716120.315260
  nChanged 733
		SP:Iteration 3Q (64870.980000 sec): 3 clusters
  Score: Raw -2721180.394643 + Penalty 4760.160733 = -2716420.233910
  nChanged 648
		SP:Iteration 4Q (64871.250000 sec): 3 clusters
  Score: Raw -2721441.961827 + Penalty 4760.160733 = -2716681.801094
  nChanged 608
		SP:Iteration 5Q (64871.520000 sec): 3 clusters
  Score: Raw -2721696.250217 + Penalty 4760.160733 = -2716936.089484
  nChanged 587
		SP:Iteration 6Q (64871.790000 sec): 3 clusters
  Score: Raw -2721968.287406 + Penalty 4760.160733 = -2717208.126673
  nChanged 601
		SP:Iteration 7Q (64872.060000 sec): 3 clusters
  Score: Raw -2722300.150255 + Penalty 4760.160733 = -2717539.989521
  nChanged 592
		SP:Iteration 8Q (64872.340000 sec): 3 clusters
  Score: Raw -2722633.828683 + Penalty 4760.160733 = -2717873.667949
  nChanged 589
		SP:Iteration 9Q (64872.600000 sec): 3 clusters
  Score: Raw -2723006.353617 + Penalty 4760.160733 = -2718246.192883
  nChanged 624
		SP:Iteration 10Q (64872.910000 sec): 3 clusters
  Score: Raw -2723430.598040 + Penalty 4760.160733 = -2718670.437306
  nChanged 593
		SP:Iteration 11Q (64873.180000 sec): 3 clusters
  Score: Raw -2723880.120098 + Penalty 4760.160733 = -2719119.959365
  nChanged 590
		SP:Iteration 12Q (64873.500000 sec): 3 clusters
  Score: Raw -2724345.458589 + Penalty 4760.160733 = -2719585.297856
  nChanged 488
		SP:Iteration 13Q (64873.780000 sec): 3 clusters
  Score: Raw -2724750.918931 + Penalty 4760.160733 = -2719990.758198
  nChanged 415
		SP:Iteration 14Q (64874.050000 sec): 3 clusters
  Score: Raw -2725095.097638 + Penalty 4760.160733 = -2720334.936905
  nChanged 351
		SP:Iteration 15Q (64874.320000 sec): 3 clusters
  Score: Raw -2725381.245278 + Penalty 4760.160733 = -2720621.084544
  nChanged 294
		SP:Iteration 16Q (64874.600000 sec): 3 clusters
  Score: Raw -2725623.828872 + Penalty 4760.160733 = -2720863.668139
  nChanged 239
		SP:Iteration 17Q (64874.880000 sec): 3 clusters
  Score: Raw -2725807.475934 + Penalty 4760.160733 = -2721047.315201
  nChanged 206
		SP:Iteration 18Q (64875.150000 sec): 3 clusters
  Score: Raw -2725975.433148 + Penalty 4760.160733 = -2721215.272415
  nChanged 174
		SP:Iteration 19Q (64875.420000 sec): 3 clusters
  Score: Raw -2726142.859592 + Penalty 4760.160733 = -2721382.698859
  nChanged 164
		SP:Iteration 20F (64875.700000 sec): 3 clusters
  Score: Raw -2726307.716842 + Penalty 4760.160733 = -2721547.556109
  nChanged 138
		SP:Iteration 21Q (64875.970000 sec): 3 clusters
  Score: Raw -2726426.333779 + Penalty 4760.160733 = -2721666.173046
  nChanged 126
		SP:Iteration 22Q (64876.200000 sec): 3 clusters
  Score: Raw -2726530.902201 + Penalty 4760.160733 = -2721770.741467
  nChanged 106
		SP:Iteration 23Q (64876.430000 sec): 3 clusters
  Score: Raw -2726620.231421 + Penalty 4760.160733 = -2721860.070687
  nChanged 102
		SP:Iteration 24Q (64876.710000 sec): 3 clusters
  Score: Raw -2726706.146459 + Penalty 4760.160733 = -2721945.985726
  nChanged 81
		SP:Iteration 25Q (64876.980000 sec): 3 clusters
  Score: Raw -2726763.523323 + Penalty 4760.160733 = -2722003.362590
  nChanged 73
		SP:Iteration 26Q (64877.250000 sec): 3 clusters
  Score: Raw -2726825.598526 + Penalty 4760.160733 = -2722065.437792
  nChanged 57
		SP:Iteration 27Q (64877.520000 sec): 3 clusters
  Score: Raw -2726867.765406 + Penalty 4760.160733 = -2722107.604673
  nChanged 47
		SP:Iteration 28Q (64877.800000 sec): 3 clusters
  Score: Raw -2726898.655732 + Penalty 4760.160733 = -2722138.494998
  nChanged 42
		SP:Iteration 29Q (64878.070000 sec): 3 clusters
  Score: Raw -2726932.414135 + Penalty 4760.160733 = -2722172.253402
  nChanged 35
		SP:Iteration 30Q (64878.340000 sec): 3 clusters
  Score: Raw -2726956.440335 + Penalty 4760.160733 = -2722196.279602
  nChanged 30
		SP:Iteration 31Q (64878.610000 sec): 3 clusters
  Score: Raw -2726971.341313 + Penalty 4760.160733 = -2722211.180580
  nChanged 23
		SP:Iteration 32Q (64878.880000 sec): 3 clusters
  Score: Raw -2726981.029921 + Penalty 4760.160733 = -2722220.869188
  nChanged 13
		SP:Iteration 33Q (64879.150000 sec): 3 clusters
  Score: Raw -2726986.713628 + Penalty 4760.160733 = -2722226.552894
  nChanged 7
		SP:Iteration 34Q (64879.420000 sec): 3 clusters
  Score: Raw -2726990.312380 + Penalty 4760.160733 = -2722230.151647
  nChanged 7
		SP:Iteration 35Q (64879.700000 sec): 3 clusters
  Score: Raw -2726993.572007 + Penalty 4760.160733 = -2722233.411274
  nChanged 6
		SP:Iteration 36Q (64879.930000 sec): 3 clusters
  Score: Raw -2726996.099081 + Penalty 4760.160733 = -2722235.938347
  nChanged 2
		SP:Iteration 37Q (64880.160000 sec): 3 clusters
  Score: Raw -2726996.707041 + Penalty 4760.160733 = -2722236.546308
  nChanged 2
		SP:Iteration 38Q (64880.440000 sec): 3 clusters
  Score: Raw -2726997.458802 + Penalty 4760.160733 = -2722237.298069
  nChanged 1
		SP:Iteration 39Q (64880.710000 sec): 3 clusters
  Score: Raw -2726997.821270 + Penalty 4760.160733 = -2722237.660537
  nChanged 2
		SP:Iteration 40F (64880.990000 sec): 3 clusters
  Score: Raw -2727007.932294 + Penalty 4760.160733 = -2722247.771561
  nChanged 4
		SP:Iteration 41Q (64881.270000 sec): 3 clusters
  Score: Raw -2727009.862999 + Penalty 4760.160733 = -2722249.702266
  nChanged 0
		SP:Iteration 42F (64881.540000 sec): 3 clusters
  Score: Raw -2727009.862999 + Penalty 4760.160733 = -2722249.702266
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (96 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64881.640000 sec): 2 clusters
  Score: Raw -15764.480293 + Penalty 1131.958351 = -14632.521941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64881.700000 sec): 3 clusters
  Score: Raw -16096.711906 + Penalty 2263.916703 = -13832.795203
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64881.730000 sec): 2 clusters
  Score: Raw -42498.585113 + Penalty 1401.817317 = -41096.767797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64881.740000 sec): 3 clusters
  Score: Raw -42744.003056 + Penalty 2803.634633 = -39940.368422
  nChanged 52
		SP:Iteration 1F (64881.740000 sec): 3 clusters
  Score: Raw -42962.162373 + Penalty 2803.634633 = -40158.527740
  nChanged 16
		SP:Iteration 2F (64881.750000 sec): 3 clusters
  Score: Raw -43036.052621 + Penalty 2803.634633 = -40232.417988
  nChanged 4
		SP:Iteration 3Q (64881.760000 sec): 3 clusters
  Score: Raw -43053.758404 + Penalty 2803.634633 = -40250.123770
  nChanged 4
		SP:Iteration 4Q (64881.770000 sec): 3 clusters
  Score: Raw -43071.214893 + Penalty 2803.634633 = -40267.580259
  nChanged 2
		SP:Iteration 5Q (64881.780000 sec): 3 clusters
  Score: Raw -43085.938506 + Penalty 2803.634633 = -40282.303873
  nChanged 1
		SP:Iteration 6Q (64881.780000 sec): 3 clusters
  Score: Raw -43089.763019 + Penalty 2803.634633 = -40286.128386
  nChanged 1
		SP:Iteration 7Q (64881.800000 sec): 3 clusters
  Score: Raw -43094.959105 + Penalty 2803.634633 = -40291.324471
  nChanged 0
		SP:Iteration 8F (64881.810000 sec): 3 clusters
  Score: Raw -43094.959105 + Penalty 2803.634633 = -40291.324471
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 22 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64881.830000 sec): 2 clusters
  Score: Raw -30166.244306 + Penalty 1348.643669 = -28817.600637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64881.840000 sec): 3 clusters
  Score: Raw -30587.217927 + Penalty 2697.287337 = -27889.930590
  nChanged 32
		SP:Iteration 1F (64881.840000 sec): 3 clusters
  Score: Raw -30729.452498 + Penalty 2697.287337 = -28032.165161
  nChanged 12
		SP:Iteration 2F (64881.850000 sec): 3 clusters
  Score: Raw -30779.214942 + Penalty 2697.287337 = -28081.927605
  nChanged 3
		SP:Iteration 3Q (64881.860000 sec): 3 clusters
  Score: Raw -30797.328522 + Penalty 2697.287337 = -28100.041185
  nChanged 2
		SP:Iteration 4Q (64881.870000 sec): 3 clusters
  Score: Raw -30805.330278 + Penalty 2697.287337 = -28108.042940
  nChanged 1
		SP:Iteration 5Q (64881.880000 sec): 3 clusters
  Score: Raw -30808.420269 + Penalty 2697.287337 = -28111.132932
  nChanged 1
		SP:Iteration 6Q (64881.880000 sec): 3 clusters
  Score: Raw -30811.236516 + Penalty 2697.287337 = -28113.949179
  nChanged 1
		SP:Iteration 7Q (64881.890000 sec): 3 clusters
  Score: Raw -30830.505379 + Penalty 2697.287337 = -28133.218042
  nChanged 1
		SP:Iteration 8Q (64881.900000 sec): 3 clusters
  Score: Raw -30843.468510 + Penalty 2697.287337 = -28146.181173
  nChanged 3
		SP:Iteration 9Q (64881.910000 sec): 3 clusters
  Score: Raw -30856.494777 + Penalty 2697.287337 = -28159.207440
  nChanged 2
		SP:Iteration 10Q (64881.920000 sec): 3 clusters
  Score: Raw -30871.361880 + Penalty 2697.287337 = -28174.074543
  nChanged 0
		SP:Iteration 11F (64881.920000 sec): 3 clusters
  Score: Raw -30871.361880 + Penalty 2697.287337 = -28174.074543
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 23 (396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64881.950000 sec): 2 clusters
  Score: Raw -58966.305687 + Penalty 1483.390724 = -57482.914963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64881.970000 sec): 3 clusters
  Score: Raw -59074.474809 + Penalty 2966.781449 = -56107.693360
  nChanged 67
		SP:Iteration 1F (64881.980000 sec): 3 clusters
  Score: Raw -59262.838565 + Penalty 2966.781449 = -56296.057116
  nChanged 18
		SP:Iteration 2Q (64882.000000 sec): 3 clusters
  Score: Raw -59348.701555 + Penalty 2966.781449 = -56381.920106
  nChanged 11
		SP:Iteration 3Q (64882.020000 sec): 3 clusters
  Score: Raw -59378.813714 + Penalty 2966.781449 = -56412.032266
  nChanged 9
		SP:Iteration 4Q (64882.030000 sec): 3 clusters
  Score: Raw -59405.940804 + Penalty 2966.781449 = -56439.159355
  nChanged 3
		SP:Iteration 5Q (64882.050000 sec): 3 clusters
  Score: Raw -59419.554177 + Penalty 2966.781449 = -56452.772728
  nChanged 2
		SP:Iteration 6Q (64882.060000 sec): 3 clusters
  Score: Raw -59422.256562 + Penalty 2966.781449 = -56455.475113
  nChanged 1
		SP:Iteration 7Q (64882.080000 sec): 3 clusters
  Score: Raw -59425.044675 + Penalty 2966.781449 = -56458.263226
  nChanged 0
		SP:Iteration 8F (64882.090000 sec): 3 clusters
  Score: Raw -59425.044675 + Penalty 2966.781449 = -56458.263226
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 24 (2083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64882.160000 sec): 2 clusters
  Score: Raw -383065.212959 + Penalty 1895.107981 = -381170.104978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64882.210000 sec): 3 clusters
  Score: Raw -382269.791595 + Penalty 3790.215963 = -378479.575632
  nChanged 693
		SP:Iteration 1F (64882.260000 sec): 3 clusters
  Score: Raw -382850.728536 + Penalty 3790.215963 = -379060.512574
  nChanged 169
		SP:Iteration 2F (64882.310000 sec): 3 clusters
  Score: Raw -383015.197878 + Penalty 3790.215963 = -379224.981915
  nChanged 96
		SP:Iteration 3Q (64882.360000 sec): 3 clusters
  Score: Raw -383155.992719 + Penalty 3790.215963 = -379365.776756
  nChanged 71
		SP:Iteration 4Q (64882.410000 sec): 3 clusters
  Score: Raw -383284.806897 + Penalty 3790.215963 = -379494.590934
  nChanged 71
		SP:Iteration 5Q (64882.460000 sec): 3 clusters
  Score: Raw -383389.963454 + Penalty 3790.215963 = -379599.747492
  nChanged 99
		SP:Iteration 6Q (64882.510000 sec): 3 clusters
  Score: Raw -383503.197322 + Penalty 3790.215963 = -379712.981359
  nChanged 121
		SP:Iteration 7F (64882.560000 sec): 3 clusters
  Score: Raw -383641.420720 + Penalty 3790.215963 = -379851.204757
  nChanged 125
		SP:Iteration 8F (64882.610000 sec): 3 clusters
  Score: Raw -383804.450471 + Penalty 3790.215963 = -380014.234508
  nChanged 125
		SP:Iteration 9F (64882.660000 sec): 3 clusters
  Score: Raw -383979.087610 + Penalty 3790.215963 = -380188.871647
  nChanged 115
		SP:Iteration 10F (64882.720000 sec): 3 clusters
  Score: Raw -384145.802083 + Penalty 3790.215963 = -380355.586120
  nChanged 84
		SP:Iteration 11Q (64882.770000 sec): 3 clusters
  Score: Raw -384271.238430 + Penalty 3790.215963 = -380481.022467
  nChanged 56
		SP:Iteration 12Q (64882.820000 sec): 3 clusters
  Score: Raw -384337.082297 + Penalty 3790.215963 = -380546.866334
  nChanged 23
		SP:Iteration 13Q (64882.870000 sec): 3 clusters
  Score: Raw -384367.262927 + Penalty 3790.215963 = -380577.046964
  nChanged 18
		SP:Iteration 14Q (64882.920000 sec): 3 clusters
  Score: Raw -384402.763488 + Penalty 3790.215963 = -380612.547525
  nChanged 19
		SP:Iteration 15Q (64882.970000 sec): 3 clusters
  Score: Raw -384442.952323 + Penalty 3790.215963 = -380652.736360
  nChanged 21
		SP:Iteration 16Q (64883.020000 sec): 3 clusters
  Score: Raw -384503.718809 + Penalty 3790.215963 = -380713.502846
  nChanged 25
		SP:Iteration 17Q (64883.070000 sec): 3 clusters
  Score: Raw -384558.000385 + Penalty 3790.215963 = -380767.784422
  nChanged 27
		SP:Iteration 18Q (64883.120000 sec): 3 clusters
  Score: Raw -384614.107005 + Penalty 3790.215963 = -380823.891042
  nChanged 28
		SP:Iteration 19Q (64883.170000 sec): 3 clusters
  Score: Raw -384665.349347 + Penalty 3790.215963 = -380875.133384
  nChanged 22
		SP:Iteration 20F (64883.220000 sec): 3 clusters
  Score: Raw -384690.418119 + Penalty 3790.215963 = -380900.202156
  nChanged 12
		SP:Iteration 21Q (64883.270000 sec): 3 clusters
  Score: Raw -384709.680298 + Penalty 3790.215963 = -380919.464335
  nChanged 14
		SP:Iteration 22Q (64883.320000 sec): 3 clusters
  Score: Raw -384724.361261 + Penalty 3790.215963 = -380934.145299
  nChanged 8
		SP:Iteration 23Q (64883.370000 sec): 3 clusters
  Score: Raw -384732.578833 + Penalty 3790.215963 = -380942.362870
  nChanged 5
		SP:Iteration 24Q (64883.420000 sec): 3 clusters
  Score: Raw -384737.182141 + Penalty 3790.215963 = -380946.966178
  nChanged 5
		SP:Iteration 25Q (64883.470000 sec): 3 clusters
  Score: Raw -384742.402727 + Penalty 3790.215963 = -380952.186764
  nChanged 5
		SP:Iteration 26Q (64883.520000 sec): 3 clusters
  Score: Raw -384746.786378 + Penalty 3790.215963 = -380956.570415
  nChanged 3
		SP:Iteration 27Q (64883.570000 sec): 3 clusters
  Score: Raw -384748.852942 + Penalty 3790.215963 = -380958.636980
  nChanged 1
		SP:Iteration 28Q (64883.620000 sec): 3 clusters
  Score: Raw -384749.439347 + Penalty 3790.215963 = -380959.223384
  nChanged 0
		SP:Iteration 29F (64883.670000 sec): 3 clusters
  Score: Raw -384749.439347 + Penalty 3790.215963 = -380959.223384
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 25 (209018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64884.980000 sec): 2 clusters
  Score: Raw -37403373.413273 + Penalty 3038.043562 = -37400335.369711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64887.050000 sec): 3 clusters
  Score: Raw -37266379.831070 + Penalty 6076.087123 = -37260303.743946
  nChanged 100632
		SP:Iteration 1F (64889.160000 sec): 3 clusters
  Score: Raw -37324731.540071 + Penalty 6076.087123 = -37318655.452948
  nChanged 5078
		SP:Iteration 2Q (64891.260000 sec): 3 clusters
  Score: Raw -37325623.553093 + Penalty 6076.087123 = -37319547.465969
  nChanged 5331
		SP:Iteration 3Q (64893.480000 sec): 3 clusters
  Score: Raw -37326649.850400 + Penalty 6076.087123 = -37320573.763277
  nChanged 5603
		SP:Iteration 4Q (64895.690000 sec): 3 clusters
  Score: Raw -37327891.402931 + Penalty 6076.087123 = -37321815.315808
  nChanged 6210
		SP:Iteration 5Q (64897.860000 sec): 3 clusters
  Score: Raw -37329588.209796 + Penalty 6076.087123 = -37323512.122673
  nChanged 7486
		SP:Iteration 6Q (64899.820000 sec): 3 clusters
  Score: Raw -37332329.080167 + Penalty 6076.087123 = -37326252.993044
  nChanged 9627
		SP:Iteration 7Q (64901.920000 sec): 3 clusters
  Score: Raw -37337034.737697 + Penalty 6076.087123 = -37330958.650573
  nChanged 11969
		SP:Iteration 8F (64904.050000 sec): 3 clusters
  Score: Raw -37344559.913277 + Penalty 6076.087123 = -37338483.826154
  nChanged 13725
		SP:Iteration 9F (64906.070000 sec): 3 clusters
  Score: Raw -37354959.113948 + Penalty 6076.087123 = -37348883.026825
  nChanged 13742
		SP:Iteration 10F (64908.170000 sec): 3 clusters
  Score: Raw -37366558.232159 + Penalty 6076.087123 = -37360482.145036
  nChanged 11636
		SP:Iteration 11F (64910.270000 sec): 3 clusters
  Score: Raw -37376380.282054 + Penalty 6076.087123 = -37370304.194931
  nChanged 8739
		SP:Iteration 12Q (64912.330000 sec): 3 clusters
  Score: Raw -37383081.641398 + Penalty 6076.087123 = -37377005.554275
  nChanged 6389
		SP:Iteration 13Q (64914.320000 sec): 3 clusters
  Score: Raw -37387576.546854 + Penalty 6076.087123 = -37381500.459731
  nChanged 5000
		SP:Iteration 14Q (64916.290000 sec): 3 clusters
  Score: Raw -37390994.231111 + Penalty 6076.087123 = -37384918.143987
  nChanged 4190
		SP:Iteration 15Q (64918.180000 sec): 3 clusters
  Score: Raw -37393899.388741 + Penalty 6076.087123 = -37387823.301617
  nChanged 3533
		SP:Iteration 16Q (64919.890000 sec): 3 clusters
  Score: Raw -37396430.618813 + Penalty 6076.087123 = -37390354.531690
  nChanged 2921
		SP:Iteration 17Q (64921.580000 sec): 3 clusters
  Score: Raw -37398584.356695 + Penalty 6076.087123 = -37392508.269572
  nChanged 2265
		SP:Iteration 18Q (64923.330000 sec): 3 clusters
  Score: Raw -37400287.490515 + Penalty 6076.087123 = -37394211.403392
  nChanged 1703
		SP:Iteration 19Q (64925.180000 sec): 3 clusters
  Score: Raw -37401591.126692 + Penalty 6076.087123 = -37395515.039569
  nChanged 1162
		SP:Iteration 20F (64927.220000 sec): 3 clusters
  Score: Raw -37402479.256762 + Penalty 6076.087123 = -37396403.169639
  nChanged 691
		SP:Iteration 21Q (64929.090000 sec): 3 clusters
  Score: Raw -37403029.825552 + Penalty 6076.087123 = -37396953.738429
  nChanged 352
		SP:Iteration 22Q (64930.950000 sec): 3 clusters
  Score: Raw -37403308.173535 + Penalty 6076.087123 = -37397232.086412
  nChanged 195
		SP:Iteration 23Q (64932.780000 sec): 3 clusters
  Score: Raw -37403474.860068 + Penalty 6076.087123 = -37397398.772945
  nChanged 115
		SP:Iteration 24Q (64934.540000 sec): 3 clusters
  Score: Raw -37403577.178475 + Penalty 6076.087123 = -37397501.091352
  nChanged 73
		SP:Iteration 25Q (64936.300000 sec): 3 clusters
  Score: Raw -37403635.017775 + Penalty 6076.087123 = -37397558.930652
  nChanged 44
		SP:Iteration 26Q (64938.100000 sec): 3 clusters
  Score: Raw -37403672.215168 + Penalty 6076.087123 = -37397596.128045
  nChanged 22
		SP:Iteration 27Q (64939.890000 sec): 3 clusters
  Score: Raw -37403692.249240 + Penalty 6076.087123 = -37397616.162117
  nChanged 18
		SP:Iteration 28Q (64941.720000 sec): 3 clusters
  Score: Raw -37403708.247581 + Penalty 6076.087123 = -37397632.160458
  nChanged 18
		SP:Iteration 29Q (64943.490000 sec): 3 clusters
  Score: Raw -37403722.361753 + Penalty 6076.087123 = -37397646.274630
  nChanged 14
		SP:Iteration 30Q (64945.290000 sec): 3 clusters
  Score: Raw -37403732.777981 + Penalty 6076.087123 = -37397656.690858
  nChanged 6
		SP:Iteration 31Q (64947.080000 sec): 3 clusters
  Score: Raw -37403738.532019 + Penalty 6076.087123 = -37397662.444896
  nChanged 12
		SP:Iteration 32Q (64948.870000 sec): 3 clusters
  Score: Raw -37403750.103873 + Penalty 6076.087123 = -37397674.016750
  nChanged 5
		SP:Iteration 33Q (64950.670000 sec): 3 clusters
  Score: Raw -37403754.960763 + Penalty 6076.087123 = -37397678.873640
  nChanged 3
		SP:Iteration 34Q (64952.460000 sec): 3 clusters
  Score: Raw -37403756.865542 + Penalty 6076.087123 = -37397680.778418
  nChanged 3
		SP:Iteration 35Q (64954.260000 sec): 3 clusters
  Score: Raw -37403758.583740 + Penalty 6076.087123 = -37397682.496617
  nChanged 1
		SP:Iteration 36Q (64955.920000 sec): 3 clusters
  Score: Raw -37403760.258654 + Penalty 6076.087123 = -37397684.171531
  nChanged 2
		SP:Iteration 37Q (64957.620000 sec): 3 clusters
  Score: Raw -37403761.204571 + Penalty 6076.087123 = -37397685.117448
  nChanged 2
		SP:Iteration 38Q (64959.360000 sec): 3 clusters
  Score: Raw -37403763.361780 + Penalty 6076.087123 = -37397687.274657
  nChanged 1
		SP:Iteration 39Q (64961.140000 sec): 3 clusters
  Score: Raw -37403765.226924 + Penalty 6076.087123 = -37397689.139801
  nChanged 2
		SP:Iteration 40F (64963.210000 sec): 3 clusters
  Score: Raw -37403766.482684 + Penalty 6076.087123 = -37397690.395560
  nChanged 2
		SP:Iteration 41Q (64964.930000 sec): 3 clusters
  Score: Raw -37403768.002589 + Penalty 6076.087123 = -37397691.915465
  nChanged 1
		SP:Iteration 42Q (64966.690000 sec): 3 clusters
  Score: Raw -37403768.540409 + Penalty 6076.087123 = -37397692.453285
  nChanged 0
		SP:Iteration 43F (64968.750000 sec): 3 clusters
  Score: Raw -37403768.540409 + Penalty 6076.087123 = -37397692.453285
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64968.870000 sec): 2 clusters
  Score: Raw -36807.423277 + Penalty 1343.192900 = -35464.230377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64969.040000 sec): 3 clusters
  Score: Raw -37128.728444 + Penalty 2686.385799 = -34442.342644
  nChanged 27
		SP:Iteration 1F (64969.220000 sec): 3 clusters
  Score: Raw -37258.209449 + Penalty 2686.385799 = -34571.823650
  nChanged 8
		SP:Iteration 2Q (64969.390000 sec): 3 clusters
  Score: Raw -37293.111293 + Penalty 2686.385799 = -34606.725493
  nChanged 6
		SP:Iteration 3Q (64969.570000 sec): 3 clusters
  Score: Raw -37314.153698 + Penalty 2686.385799 = -34627.767899
  nChanged 2
		SP:Iteration 4Q (64969.750000 sec): 3 clusters
  Score: Raw -37319.017494 + Penalty 2686.385799 = -34632.631694
  nChanged 2
		SP:Iteration 5Q (64969.920000 sec): 3 clusters
  Score: Raw -37328.908955 + Penalty 2686.385799 = -34642.523155
  nChanged 2
		SP:Iteration 6Q (64970.100000 sec): 3 clusters
  Score: Raw -37341.887476 + Penalty 2686.385799 = -34655.501677
  nChanged 0
		SP:Iteration 7F (64970.270000 sec): 3 clusters
  Score: Raw -37341.887476 + Penalty 2686.385799 = -34655.501677
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64970.360000 sec): 2 clusters
  Score: Raw -106865.451390 + Penalty 1604.374079 = -105261.077312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64970.540000 sec): 3 clusters
  Score: Raw -106804.312524 + Penalty 3208.748157 = -103595.564367
  nChanged 128
		SP:Iteration 1F (64970.670000 sec): 3 clusters
  Score: Raw -107022.916262 + Penalty 3208.748157 = -103814.168105
  nChanged 37
		SP:Iteration 2F (64970.690000 sec): 3 clusters
  Score: Raw -107087.109690 + Penalty 3208.748157 = -103878.361533
  nChanged 11
		SP:Iteration 3Q (64970.710000 sec): 3 clusters
  Score: Raw -107100.372553 + Penalty 3208.748157 = -103891.624396
  nChanged 7
		SP:Iteration 4Q (64970.740000 sec): 3 clusters
  Score: Raw -107112.440422 + Penalty 3208.748157 = -103903.692265
  nChanged 7
		SP:Iteration 5Q (64970.760000 sec): 3 clusters
  Score: Raw -107138.342630 + Penalty 3208.748157 = -103929.594473
  nChanged 6
		SP:Iteration 6Q (64970.780000 sec): 3 clusters
  Score: Raw -107151.916277 + Penalty 3208.748157 = -103943.168120
  nChanged 5
		SP:Iteration 7Q (64970.810000 sec): 3 clusters
  Score: Raw -107158.545960 + Penalty 3208.748157 = -103949.797803
  nChanged 3
		SP:Iteration 8Q (64970.830000 sec): 3 clusters
  Score: Raw -107163.929650 + Penalty 3208.748157 = -103955.181493
  nChanged 3
		SP:Iteration 9Q (64970.850000 sec): 3 clusters
  Score: Raw -107170.810294 + Penalty 3208.748157 = -103962.062137
  nChanged 3
		SP:Iteration 10Q (64970.880000 sec): 3 clusters
  Score: Raw -107176.217780 + Penalty 3208.748157 = -103967.469623
  nChanged 1
		SP:Iteration 11Q (64970.900000 sec): 3 clusters
  Score: Raw -107177.351190 + Penalty 3208.748157 = -103968.603033
  nChanged 0
		SP:Iteration 12F (64970.930000 sec): 3 clusters
  Score: Raw -107177.351190 + Penalty 3208.748157 = -103968.603033
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 28 (354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64970.960000 sec): 2 clusters
  Score: Raw -51373.311557 + Penalty 1455.585634 = -49917.725922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64970.970000 sec): 3 clusters
  Score: Raw -51504.282042 + Penalty 2911.171269 = -48593.110773
  nChanged 70
		SP:Iteration 1F (64970.980000 sec): 3 clusters
  Score: Raw -51855.196765 + Penalty 2911.171269 = -48944.025496
  nChanged 21
		SP:Iteration 2F (64971.000000 sec): 3 clusters
  Score: Raw -52029.802495 + Penalty 2911.171269 = -49118.631226
  nChanged 9
		SP:Iteration 3Q (64971.010000 sec): 3 clusters
  Score: Raw -52065.673857 + Penalty 2911.171269 = -49154.502588
  nChanged 6
		SP:Iteration 4Q (64971.030000 sec): 3 clusters
  Score: Raw -52090.570790 + Penalty 2911.171269 = -49179.399521
  nChanged 2
		SP:Iteration 5Q (64971.040000 sec): 3 clusters
  Score: Raw -52093.930631 + Penalty 2911.171269 = -49182.759362
  nChanged 1
		SP:Iteration 6Q (64971.050000 sec): 3 clusters
  Score: Raw -52095.336965 + Penalty 2911.171269 = -49184.165696
  nChanged 1
		SP:Iteration 7Q (64971.070000 sec): 3 clusters
  Score: Raw -52100.979758 + Penalty 2911.171269 = -49189.808489
  nChanged 0
		SP:Iteration 8F (64971.090000 sec): 3 clusters
  Score: Raw -52100.979758 + Penalty 2911.171269 = -49189.808489
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 29 (264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64971.120000 sec): 2 clusters
  Score: Raw -38421.851845 + Penalty 1382.835378 = -37039.016467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64971.130000 sec): 3 clusters
  Score: Raw -38562.183574 + Penalty 2765.670755 = -35796.512819
  nChanged 32
		SP:Iteration 1F (64971.140000 sec): 3 clusters
  Score: Raw -38705.073171 + Penalty 2765.670755 = -35939.402416
  nChanged 4
		SP:Iteration 2Q (64971.140000 sec): 3 clusters
  Score: Raw -38755.830596 + Penalty 2765.670755 = -35990.159841
  nChanged 3
		SP:Iteration 3Q (64971.150000 sec): 3 clusters
  Score: Raw -38797.296193 + Penalty 2765.670755 = -36031.625438
  nChanged 3
		SP:Iteration 4Q (64971.160000 sec): 3 clusters
  Score: Raw -38806.579923 + Penalty 2765.670755 = -36040.909168
  nChanged 0
		SP:Iteration 5F (64971.170000 sec): 3 clusters
  Score: Raw -38806.579923 + Penalty 2765.670755 = -36040.909168
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64971.200000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64971.220000 sec): 3 clusters
  Score: Raw -85388.442399 + Penalty 3126.099012 = -82262.343387
  nChanged 99
		SP:Iteration 1F (64971.240000 sec): 3 clusters
  Score: Raw -85576.302181 + Penalty 3126.099012 = -82450.203169
  nChanged 25
		SP:Iteration 2Q (64971.270000 sec): 3 clusters
  Score: Raw -85632.294177 + Penalty 3126.099012 = -82506.195165
  nChanged 13
		SP:Iteration 3Q (64971.290000 sec): 3 clusters
  Score: Raw -85666.876477 + Penalty 3126.099012 = -82540.777465
  nChanged 9
		SP:Iteration 4Q (64971.310000 sec): 3 clusters
  Score: Raw -85691.420498 + Penalty 3126.099012 = -82565.321486
  nChanged 8
		SP:Iteration 5Q (64971.340000 sec): 3 clusters
  Score: Raw -85710.844021 + Penalty 3126.099012 = -82584.745009
  nChanged 4
		SP:Iteration 6Q (64971.360000 sec): 3 clusters
  Score: Raw -85717.654236 + Penalty 3126.099012 = -82591.555224
  nChanged 5
		SP:Iteration 7Q (64971.380000 sec): 3 clusters
  Score: Raw -85731.522623 + Penalty 3126.099012 = -82605.423611
  nChanged 1
		SP:Iteration 8Q (64971.410000 sec): 3 clusters
  Score: Raw -85732.920935 + Penalty 3126.099012 = -82606.821923
  nChanged 0
		SP:Iteration 9F (64971.430000 sec): 3 clusters
  Score: Raw -85732.920935 + Penalty 3126.099012 = -82606.821923
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64971.450000 sec): 2 clusters
  Score: Raw -13318.816461 + Penalty 1253.948960 = -12064.867501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64971.460000 sec): 3 clusters
  Score: Raw -13635.254994 + Penalty 2507.897919 = -11127.357075
  nChanged 11
		SP:Iteration 1F (64971.470000 sec): 3 clusters
  Score: Raw -13701.598180 + Penalty 2507.897919 = -11193.700261
  nChanged 3
		SP:Iteration 2Q (64971.480000 sec): 3 clusters
  Score: Raw -13719.445586 + Penalty 2507.897919 = -11211.547666
  nChanged 0
		SP:Iteration 3F (64971.480000 sec): 3 clusters
  Score: Raw -13719.445586 + Penalty 2507.897919 = -11211.547666
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 32 (1117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64971.530000 sec): 2 clusters
  Score: Raw -209996.890790 + Penalty 1740.563646 = -208256.327144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64971.560000 sec): 3 clusters
  Score: Raw -209723.748848 + Penalty 3481.127292 = -206242.621556
  nChanged 299
		SP:Iteration 1F (64971.600000 sec): 3 clusters
  Score: Raw -210032.439847 + Penalty 3481.127292 = -206551.312554
  nChanged 62
		SP:Iteration 2F (64971.630000 sec): 3 clusters
  Score: Raw -210112.059962 + Penalty 3481.127292 = -206630.932670
  nChanged 39
		SP:Iteration 3Q (64971.660000 sec): 3 clusters
  Score: Raw -210161.092711 + Penalty 3481.127292 = -206679.965419
  nChanged 23
		SP:Iteration 4Q (64971.700000 sec): 3 clusters
  Score: Raw -210181.640084 + Penalty 3481.127292 = -206700.512791
  nChanged 12
		SP:Iteration 5Q (64971.730000 sec): 3 clusters
  Score: Raw -210195.340032 + Penalty 3481.127292 = -206714.212740
  nChanged 10
		SP:Iteration 6Q (64971.760000 sec): 3 clusters
  Score: Raw -210208.803281 + Penalty 3481.127292 = -206727.675989
  nChanged 10
		SP:Iteration 7Q (64971.790000 sec): 3 clusters
  Score: Raw -210218.019171 + Penalty 3481.127292 = -206736.891879
  nChanged 6
		SP:Iteration 8Q (64971.820000 sec): 3 clusters
  Score: Raw -210227.973057 + Penalty 3481.127292 = -206746.845765
  nChanged 5
		SP:Iteration 9Q (64971.860000 sec): 3 clusters
  Score: Raw -210237.740471 + Penalty 3481.127292 = -206756.613178
  nChanged 6
		SP:Iteration 10Q (64971.890000 sec): 3 clusters
  Score: Raw -210248.246711 + Penalty 3481.127292 = -206767.119419
  nChanged 7
		SP:Iteration 11Q (64971.920000 sec): 3 clusters
  Score: Raw -210253.425907 + Penalty 3481.127292 = -206772.298615
  nChanged 3
		SP:Iteration 12Q (64971.960000 sec): 3 clusters
  Score: Raw -210255.718882 + Penalty 3481.127292 = -206774.591590
  nChanged 2
		SP:Iteration 13Q (64971.990000 sec): 3 clusters
  Score: Raw -210257.714505 + Penalty 3481.127292 = -206776.587212
  nChanged 2
		SP:Iteration 14Q (64972.020000 sec): 3 clusters
  Score: Raw -210260.300367 + Penalty 3481.127292 = -206779.173074
  nChanged 2
		SP:Iteration 15Q (64972.060000 sec): 3 clusters
  Score: Raw -210265.006250 + Penalty 3481.127292 = -206783.878958
  nChanged 5
		SP:Iteration 16Q (64972.090000 sec): 3 clusters
  Score: Raw -210268.482101 + Penalty 3481.127292 = -206787.354809
  nChanged 4
		SP:Iteration 17Q (64972.120000 sec): 3 clusters
  Score: Raw -210272.160714 + Penalty 3481.127292 = -206791.033422
  nChanged 2
		SP:Iteration 18Q (64972.150000 sec): 3 clusters
  Score: Raw -210273.806614 + Penalty 3481.127292 = -206792.679322
  nChanged 1
		SP:Iteration 19Q (64972.180000 sec): 3 clusters
  Score: Raw -210274.249265 + Penalty 3481.127292 = -206793.121973
  nChanged 0
		SP:Iteration 20F (64972.220000 sec): 3 clusters
  Score: Raw -210274.249265 + Penalty 3481.127292 = -206793.121973
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 33 (99504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (64972.900000 sec): 2 clusters
  Score: Raw -19069556.439510 + Penalty 2853.972375 = -19066702.467136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (64973.840000 sec): 3 clusters
  Score: Raw -19005845.298287 + Penalty 5707.944749 = -19000137.353538
  nChanged 46943
		SP:Iteration 1F (64974.800000 sec): 3 clusters
  Score: Raw -19032471.080021 + Penalty 5707.944749 = -19026763.135272
  nChanged 3476
		SP:Iteration 2Q (64975.840000 sec): 3 clusters
  Score: Raw -19033368.946084 + Penalty 5707.944749 = -19027661.001335
  nChanged 3713
		SP:Iteration 3Q (64976.880000 sec): 3 clusters
  Score: Raw -19034528.595608 + Penalty 5707.944749 = -19028820.650859
  nChanged 4391
		SP:Iteration 4Q (64977.920000 sec): 3 clusters
  Score: Raw -19036284.023614 + Penalty 5707.944749 = -19030576.078865
  nChanged 5429
		SP:Iteration 5F (64978.870000 sec): 3 clusters
  Score: Raw -19038879.558357 + Penalty 5707.944749 = -19033171.613608
  nChanged 6252
		SP:Iteration 6F (64979.830000 sec): 3 clusters
  Score: Raw -19042250.160537 + Penalty 5707.944749 = -19036542.215788
  nChanged 6647
		SP:Iteration 7F (64980.790000 sec): 3 clusters
  Score: Raw -19046123.251968 + Penalty 5707.944749 = -19040415.307219
  nChanged 6306
		SP:Iteration 8F (64981.690000 sec): 3 clusters
  Score: Raw -19049937.749214 + Penalty 5707.944749 = -19044229.804465
  nChanged 5658
		SP:Iteration 9F (64982.550000 sec): 3 clusters
  Score: Raw -19053543.474506 + Penalty 5707.944749 = -19047835.529757
  nChanged 4909
		SP:Iteration 10Q (64983.500000 sec): 3 clusters
  Score: Raw -19056914.941954 + Penalty 5707.944749 = -19051206.997204
  nChanged 4158
		SP:Iteration 11Q (64984.460000 sec): 3 clusters
  Score: Raw -19059852.381209 + Penalty 5707.944749 = -19054144.436460
  nChanged 3410
		SP:Iteration 12Q (64985.430000 sec): 3 clusters
  Score: Raw -19062279.994189 + Penalty 5707.944749 = -19056572.049440
  nChanged 2841
		SP:Iteration 13Q (64986.430000 sec): 3 clusters
  Score: Raw -19064326.024943 + Penalty 5707.944749 = -19058618.080194
  nChanged 2282
		SP:Iteration 14Q (64987.440000 sec): 3 clusters
  Score: Raw -19065976.957558 + Penalty 5707.944749 = -19060269.012809
  nChanged 1795
		SP:Iteration 15Q (64988.410000 sec): 3 clusters
  Score: Raw -19067292.009017 + Penalty 5707.944749 = -19061584.064268
  nChanged 1287
		SP:Iteration 16Q (64989.370000 sec): 3 clusters
  Score: Raw -19068225.439595 + Penalty 5707.944749 = -19062517.494846
  nChanged 867
		SP:Iteration 17Q (64990.230000 sec): 3 clusters
  Score: Raw -19068860.203758 + Penalty 5707.944749 = -19063152.259009
  nChanged 555
		SP:Iteration 18Q (64991.090000 sec): 3 clusters
  Score: Raw -19069281.473244 + Penalty 5707.944749 = -19063573.528494
  nChanged 305
		SP:Iteration 19Q (64991.930000 sec): 3 clusters
  Score: Raw -19069521.807085 + Penalty 5707.944749 = -19063813.862336
  nChanged 193
		SP:Iteration 20F (64992.840000 sec): 3 clusters
  Score: Raw -19069712.326509 + Penalty 5707.944749 = -19064004.381760
  nChanged 128
		SP:Iteration 21Q (64993.770000 sec): 3 clusters
  Score: Raw -19069890.530105 + Penalty 5707.944749 = -19064182.585356
  nChanged 93
		SP:Iteration 22Q (64994.600000 sec): 3 clusters
  Score: Raw -19070048.842657 + Penalty 5707.944749 = -19064340.897908
  nChanged 64
		SP:Iteration 23Q (64995.430000 sec): 3 clusters
  Score: Raw -19070138.373324 + Penalty 5707.944749 = -19064430.428574
  nChanged 66
		SP:Iteration 24Q (64996.240000 sec): 3 clusters
  Score: Raw -19070217.890728 + Penalty 5707.944749 = -19064509.945979
  nChanged 67
		SP:Iteration 25Q (64997.030000 sec): 3 clusters
  Score: Raw -19070278.433842 + Penalty 5707.944749 = -19064570.489093
  nChanged 40
		SP:Iteration 26Q (64997.930000 sec): 3 clusters
  Score: Raw -19070313.678738 + Penalty 5707.944749 = -19064605.733989
  nChanged 29
		SP:Iteration 27Q (64998.780000 sec): 3 clusters
  Score: Raw -19070336.541220 + Penalty 5707.944749 = -19064628.596471
  nChanged 20
		SP:Iteration 28Q (64999.680000 sec): 3 clusters
  Score: Raw -19070352.043087 + Penalty 5707.944749 = -19064644.098338
  nChanged 18
		SP:Iteration 29Q (65000.530000 sec): 3 clusters
  Score: Raw -19070363.442832 + Penalty 5707.944749 = -19064655.498082
  nChanged 13
		SP:Iteration 30Q (65001.430000 sec): 3 clusters
  Score: Raw -19070372.924556 + Penalty 5707.944749 = -19064664.979807
  nChanged 14
		SP:Iteration 31Q (65002.330000 sec): 3 clusters
  Score: Raw -19070383.294356 + Penalty 5707.944749 = -19064675.349607
  nChanged 17
		SP:Iteration 32Q (65003.220000 sec): 3 clusters
  Score: Raw -19070397.633900 + Penalty 5707.944749 = -19064689.689151
  nChanged 23
		SP:Iteration 33Q (65004.120000 sec): 3 clusters
  Score: Raw -19070413.918409 + Penalty 5707.944749 = -19064705.973660
  nChanged 21
		SP:Iteration 34Q (65005.020000 sec): 3 clusters
  Score: Raw -19070429.746683 + Penalty 5707.944749 = -19064721.801934
  nChanged 16
		SP:Iteration 35Q (65005.880000 sec): 3 clusters
  Score: Raw -19070439.630545 + Penalty 5707.944749 = -19064731.685796
  nChanged 11
		SP:Iteration 36Q (65006.730000 sec): 3 clusters
  Score: Raw -19070446.467319 + Penalty 5707.944749 = -19064738.522570
  nChanged 11
		SP:Iteration 37Q (65007.590000 sec): 3 clusters
  Score: Raw -19070453.717902 + Penalty 5707.944749 = -19064745.773153
  nChanged 11
		SP:Iteration 38Q (65008.480000 sec): 3 clusters
  Score: Raw -19070460.079424 + Penalty 5707.944749 = -19064752.134675
  nChanged 11
		SP:Iteration 39Q (65009.370000 sec): 3 clusters
  Score: Raw -19070466.331533 + Penalty 5707.944749 = -19064758.386784
  nChanged 10
		SP:Iteration 40F (65010.350000 sec): 3 clusters
  Score: Raw -19070471.696761 + Penalty 5707.944749 = -19064763.752012
  nChanged 8
		SP:Iteration 41Q (65011.250000 sec): 3 clusters
  Score: Raw -19070475.788989 + Penalty 5707.944749 = -19064767.844240
  nChanged 5
		SP:Iteration 42Q (65012.100000 sec): 3 clusters
  Score: Raw -19070478.379569 + Penalty 5707.944749 = -19064770.434819
  nChanged 3
		SP:Iteration 43Q (65012.950000 sec): 3 clusters
  Score: Raw -19070479.592695 + Penalty 5707.944749 = -19064771.647946
  nChanged 1
		SP:Iteration 44Q (65013.810000 sec): 3 clusters
  Score: Raw -19070480.141871 + Penalty 5707.944749 = -19064772.197121
  nChanged 2
		SP:Iteration 45Q (65014.610000 sec): 3 clusters
  Score: Raw -19070481.262738 + Penalty 5707.944749 = -19064773.317989
  nChanged 2
		SP:Iteration 46Q (65015.480000 sec): 3 clusters
  Score: Raw -19070482.835877 + Penalty 5707.944749 = -19064774.891128
  nChanged 2
		SP:Iteration 47Q (65016.380000 sec): 3 clusters
  Score: Raw -19070483.837119 + Penalty 5707.944749 = -19064775.892370
  nChanged 1
		SP:Iteration 48Q (65017.270000 sec): 3 clusters
  Score: Raw -19070484.050523 + Penalty 5707.944749 = -19064776.105774
  nChanged 0
		SP:Iteration 49F (65018.150000 sec): 3 clusters
  Score: Raw -19070484.050523 + Penalty 5707.944749 = -19064776.105774
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 34 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65018.260000 sec): 2 clusters
  Score: Raw -65153.944693 + Penalty 1477.047668 = -63676.897026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65018.440000 sec): 3 clusters
  Score: Raw -65210.943501 + Penalty 2954.095335 = -62256.848165
  nChanged 54
		SP:Iteration 1F (65018.620000 sec): 3 clusters
  Score: Raw -65352.847246 + Penalty 2954.095335 = -62398.751911
  nChanged 13
		SP:Iteration 2Q (65018.790000 sec): 3 clusters
  Score: Raw -65400.678080 + Penalty 2954.095335 = -62446.582745
  nChanged 4
		SP:Iteration 3Q (65018.960000 sec): 3 clusters
  Score: Raw -65409.058611 + Penalty 2954.095335 = -62454.963276
  nChanged 1
		SP:Iteration 4Q (65019.140000 sec): 3 clusters
  Score: Raw -65411.786894 + Penalty 2954.095335 = -62457.691559
  nChanged 0
		SP:Iteration 5F (65019.320000 sec): 3 clusters
  Score: Raw -65411.786894 + Penalty 2954.095335 = -62457.691559
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 35 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65019.370000 sec): 2 clusters
  Score: Raw -217538.958770 + Penalty 1764.664367 = -215774.294403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65019.540000 sec): 3 clusters
  Score: Raw -217182.241400 + Penalty 3529.328735 = -213652.912666
  nChanged 341
		SP:Iteration 1F (65019.720000 sec): 3 clusters
  Score: Raw -217555.618446 + Penalty 3529.328735 = -214026.289711
  nChanged 86
		SP:Iteration 2F (65019.900000 sec): 3 clusters
  Score: Raw -217661.625134 + Penalty 3529.328735 = -214132.296400
  nChanged 42
		SP:Iteration 3Q (65020.070000 sec): 3 clusters
  Score: Raw -217718.830254 + Penalty 3529.328735 = -214189.501519
  nChanged 35
		SP:Iteration 4Q (65020.250000 sec): 3 clusters
  Score: Raw -217780.336962 + Penalty 3529.328735 = -214251.008228
  nChanged 32
		SP:Iteration 5Q (65020.420000 sec): 3 clusters
  Score: Raw -217823.643294 + Penalty 3529.328735 = -214294.314560
  nChanged 25
		SP:Iteration 6Q (65020.600000 sec): 3 clusters
  Score: Raw -217857.248283 + Penalty 3529.328735 = -214327.919548
  nChanged 21
		SP:Iteration 7Q (65020.780000 sec): 3 clusters
  Score: Raw -217894.244569 + Penalty 3529.328735 = -214364.915834
  nChanged 17
		SP:Iteration 8Q (65020.950000 sec): 3 clusters
  Score: Raw -217921.459274 + Penalty 3529.328735 = -214392.130539
  nChanged 15
		SP:Iteration 9Q (65021.130000 sec): 3 clusters
  Score: Raw -217941.822601 + Penalty 3529.328735 = -214412.493867
  nChanged 9
		SP:Iteration 10Q (65021.300000 sec): 3 clusters
  Score: Raw -217951.139727 + Penalty 3529.328735 = -214421.810993
  nChanged 6
		SP:Iteration 11Q (65021.480000 sec): 3 clusters
  Score: Raw -217959.104482 + Penalty 3529.328735 = -214429.775748
  nChanged 3
		SP:Iteration 12Q (65021.660000 sec): 3 clusters
  Score: Raw -217962.440034 + Penalty 3529.328735 = -214433.111299
  nChanged 1
		SP:Iteration 13Q (65021.790000 sec): 3 clusters
  Score: Raw -217963.836194 + Penalty 3529.328735 = -214434.507460
  nChanged 1
		SP:Iteration 14Q (65021.820000 sec): 3 clusters
  Score: Raw -217966.001879 + Penalty 3529.328735 = -214436.673145
  nChanged 1
		SP:Iteration 15Q (65021.850000 sec): 3 clusters
  Score: Raw -217967.622546 + Penalty 3529.328735 = -214438.293811
  nChanged 2
		SP:Iteration 16Q (65022.000000 sec): 3 clusters
  Score: Raw -217971.379159 + Penalty 3529.328735 = -214442.050425
  nChanged 4
		SP:Iteration 17Q (65022.180000 sec): 3 clusters
  Score: Raw -217976.321044 + Penalty 3529.328735 = -214446.992310
  nChanged 2
		SP:Iteration 18Q (65022.360000 sec): 3 clusters
  Score: Raw -217978.844725 + Penalty 3529.328735 = -214449.515991
  nChanged 2
		SP:Iteration 19Q (65022.530000 sec): 3 clusters
  Score: Raw -217982.094006 + Penalty 3529.328735 = -214452.765271
  nChanged 4
		SP:Iteration 20F (65022.700000 sec): 3 clusters
  Score: Raw -217987.475742 + Penalty 3529.328735 = -214458.147008
  nChanged 5
		SP:Iteration 21Q (65022.880000 sec): 3 clusters
  Score: Raw -217994.531553 + Penalty 3529.328735 = -214465.202819
  nChanged 2
		SP:Iteration 22Q (65023.060000 sec): 3 clusters
  Score: Raw -217998.098070 + Penalty 3529.328735 = -214468.769335
  nChanged 2
		SP:Iteration 23Q (65023.230000 sec): 3 clusters
  Score: Raw -217999.545661 + Penalty 3529.328735 = -214470.216926
  nChanged 0
		SP:Iteration 24F (65023.410000 sec): 3 clusters
  Score: Raw -217999.545661 + Penalty 3529.328735 = -214470.216926
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 36 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65023.500000 sec): 2 clusters
  Score: Raw -16195.844102 + Penalty 1195.429828 = -15000.414274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65023.670000 sec): 3 clusters
  Score: Raw -16616.443101 + Penalty 2390.859657 = -14225.583445
  nChanged 8
		SP:Iteration 1F (65023.850000 sec): 3 clusters
  Score: Raw -16659.448943 + Penalty 2390.859657 = -14268.589286
  nChanged 1
		SP:Iteration 2Q (65024.020000 sec): 3 clusters
  Score: Raw -16662.861352 + Penalty 2390.859657 = -14272.001695
  nChanged 0
		SP:Iteration 3F (65024.200000 sec): 3 clusters
  Score: Raw -16662.861352 + Penalty 2390.859657 = -14272.001695
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 37 (17042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65024.410000 sec): 2 clusters
  Score: Raw -2918149.927527 + Penalty 2416.372169 = -2915733.555359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65024.700000 sec): 3 clusters
  Score: Raw -2908545.530597 + Penalty 4832.744338 = -2903712.786259
  nChanged 7312
		SP:Iteration 1F (65024.990000 sec): 3 clusters
  Score: Raw -2912359.307172 + Penalty 4832.744338 = -2907526.562834
  nChanged 878
		SP:Iteration 2F (65025.280000 sec): 3 clusters
  Score: Raw -2912646.169182 + Penalty 4832.744338 = -2907813.424844
  nChanged 688
		SP:Iteration 3Q (65025.560000 sec): 3 clusters
  Score: Raw -2912865.116815 + Penalty 4832.744338 = -2908032.372478
  nChanged 578
		SP:Iteration 4Q (65025.850000 sec): 3 clusters
  Score: Raw -2913032.539433 + Penalty 4832.744338 = -2908199.795096
  nChanged 484
		SP:Iteration 5Q (65026.130000 sec): 3 clusters
  Score: Raw -2913168.281090 + Penalty 4832.744338 = -2908335.536752
  nChanged 444
		SP:Iteration 6Q (65026.390000 sec): 3 clusters
  Score: Raw -2913297.344791 + Penalty 4832.744338 = -2908464.600453
  nChanged 467
		SP:Iteration 7Q (65026.680000 sec): 3 clusters
  Score: Raw -2913430.687766 + Penalty 4832.744338 = -2908597.943429
  nChanged 420
		SP:Iteration 8Q (65027.010000 sec): 3 clusters
  Score: Raw -2913559.231495 + Penalty 4832.744338 = -2908726.487157
  nChanged 442
		SP:Iteration 9Q (65027.350000 sec): 3 clusters
  Score: Raw -2913715.255940 + Penalty 4832.744338 = -2908882.511602
  nChanged 516
		SP:Iteration 10Q (65027.630000 sec): 3 clusters
  Score: Raw -2913926.075514 + Penalty 4832.744338 = -2909093.331176
  nChanged 580
		SP:Iteration 11Q (65027.920000 sec): 3 clusters
  Score: Raw -2914205.123311 + Penalty 4832.744338 = -2909372.378973
  nChanged 670
		SP:Iteration 12Q (65028.210000 sec): 3 clusters
  Score: Raw -2914605.179550 + Penalty 4832.744338 = -2909772.435213
  nChanged 775
		SP:Iteration 13Q (65028.540000 sec): 3 clusters
  Score: Raw -2915146.083028 + Penalty 4832.744338 = -2910313.338690
  nChanged 867
		SP:Iteration 14F (65028.880000 sec): 3 clusters
  Score: Raw -2915773.891557 + Penalty 4832.744338 = -2910941.147219
  nChanged 813
		SP:Iteration 15Q (65029.190000 sec): 3 clusters
  Score: Raw -2916363.824332 + Penalty 4832.744338 = -2911531.079995
  nChanged 727
		SP:Iteration 16Q (65029.460000 sec): 3 clusters
  Score: Raw -2916928.827959 + Penalty 4832.744338 = -2912096.083622
  nChanged 598
		SP:Iteration 17Q (65029.790000 sec): 3 clusters
  Score: Raw -2917376.450848 + Penalty 4832.744338 = -2912543.706510
  nChanged 428
		SP:Iteration 18Q (65030.090000 sec): 3 clusters
  Score: Raw -2917697.098672 + Penalty 4832.744338 = -2912864.354335
  nChanged 336
		SP:Iteration 19Q (65030.370000 sec): 3 clusters
  Score: Raw -2917942.142637 + Penalty 4832.744338 = -2913109.398299
  nChanged 231
		SP:Iteration 20F (65030.710000 sec): 3 clusters
  Score: Raw -2918099.928074 + Penalty 4832.744338 = -2913267.183736
  nChanged 157
		SP:Iteration 21Q (65031.000000 sec): 3 clusters
  Score: Raw -2918213.472514 + Penalty 4832.744338 = -2913380.728176
  nChanged 96
		SP:Iteration 22Q (65031.290000 sec): 3 clusters
  Score: Raw -2918283.645901 + Penalty 4832.744338 = -2913450.901564
  nChanged 64
		SP:Iteration 23Q (65031.590000 sec): 3 clusters
  Score: Raw -2918333.024963 + Penalty 4832.744338 = -2913500.280625
  nChanged 42
		SP:Iteration 24Q (65031.880000 sec): 3 clusters
  Score: Raw -2918372.886738 + Penalty 4832.744338 = -2913540.142401
  nChanged 41
		SP:Iteration 25Q (65032.140000 sec): 3 clusters
  Score: Raw -2918410.657125 + Penalty 4832.744338 = -2913577.912787
  nChanged 32
		SP:Iteration 26Q (65032.360000 sec): 3 clusters
  Score: Raw -2918437.567939 + Penalty 4832.744338 = -2913604.823601
  nChanged 21
		SP:Iteration 27Q (65032.650000 sec): 3 clusters
  Score: Raw -2918450.674976 + Penalty 4832.744338 = -2913617.930639
  nChanged 16
		SP:Iteration 28Q (65032.940000 sec): 3 clusters
  Score: Raw -2918465.361620 + Penalty 4832.744338 = -2913632.617282
  nChanged 11
		SP:Iteration 29Q (65033.170000 sec): 3 clusters
  Score: Raw -2918473.737263 + Penalty 4832.744338 = -2913640.992926
  nChanged 13
		SP:Iteration 30Q (65033.390000 sec): 3 clusters
  Score: Raw -2918484.232752 + Penalty 4832.744338 = -2913651.488415
  nChanged 8
		SP:Iteration 31Q (65033.590000 sec): 3 clusters
  Score: Raw -2918490.585750 + Penalty 4832.744338 = -2913657.841413
  nChanged 10
		SP:Iteration 32Q (65033.870000 sec): 3 clusters
  Score: Raw -2918497.045418 + Penalty 4832.744338 = -2913664.301081
  nChanged 6
		SP:Iteration 33Q (65034.120000 sec): 3 clusters
  Score: Raw -2918502.768553 + Penalty 4832.744338 = -2913670.024215
  nChanged 4
		SP:Iteration 34Q (65034.410000 sec): 3 clusters
  Score: Raw -2918506.397195 + Penalty 4832.744338 = -2913673.652858
  nChanged 3
		SP:Iteration 35Q (65034.700000 sec): 3 clusters
  Score: Raw -2918508.202333 + Penalty 4832.744338 = -2913675.457995
  nChanged 0
		SP:Iteration 36F (65034.990000 sec): 3 clusters
  Score: Raw -2918508.202333 + Penalty 4832.744338 = -2913675.457995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 38 (21322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65035.190000 sec): 2 clusters
  Score: Raw -3737210.624015 + Penalty 2471.938681 = -3734738.685334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65035.560000 sec): 3 clusters
  Score: Raw -3724851.418391 + Penalty 4943.877363 = -3719907.541028
  nChanged 9406
		SP:Iteration 1F (65035.880000 sec): 3 clusters
  Score: Raw -3729854.835012 + Penalty 4943.877363 = -3724910.957650
  nChanged 1155
		SP:Iteration 2F (65036.250000 sec): 3 clusters
  Score: Raw -3730336.070862 + Penalty 4943.877363 = -3725392.193500
  nChanged 1077
		SP:Iteration 3F (65036.620000 sec): 3 clusters
  Score: Raw -3730803.282787 + Penalty 4943.877363 = -3725859.405424
  nChanged 982
		SP:Iteration 4Q (65036.990000 sec): 3 clusters
  Score: Raw -3731270.004847 + Penalty 4943.877363 = -3726326.127485
  nChanged 966
		SP:Iteration 5Q (65037.310000 sec): 3 clusters
  Score: Raw -3731755.888033 + Penalty 4943.877363 = -3726812.010671
  nChanged 959
		SP:Iteration 6Q (65037.640000 sec): 3 clusters
  Score: Raw -3732293.604626 + Penalty 4943.877363 = -3727349.727263
  nChanged 1029
		SP:Iteration 7Q (65037.970000 sec): 3 clusters
  Score: Raw -3732927.954437 + Penalty 4943.877363 = -3727984.077074
  nChanged 1080
		SP:Iteration 8F (65038.290000 sec): 3 clusters
  Score: Raw -3733592.083006 + Penalty 4943.877363 = -3728648.205644
  nChanged 1045
		SP:Iteration 9Q (65038.620000 sec): 3 clusters
  Score: Raw -3734286.747272 + Penalty 4943.877363 = -3729342.869909
  nChanged 972
		SP:Iteration 10Q (65038.950000 sec): 3 clusters
  Score: Raw -3734916.694495 + Penalty 4943.877363 = -3729972.817132
  nChanged 898
		SP:Iteration 11Q (65039.270000 sec): 3 clusters
  Score: Raw -3735466.819662 + Penalty 4943.877363 = -3730522.942300
  nChanged 753
		SP:Iteration 12Q (65039.600000 sec): 3 clusters
  Score: Raw -3735896.244594 + Penalty 4943.877363 = -3730952.367232
  nChanged 596
		SP:Iteration 13Q (65039.930000 sec): 3 clusters
  Score: Raw -3736187.707399 + Penalty 4943.877363 = -3731243.830036
  nChanged 468
		SP:Iteration 14Q (65040.260000 sec): 3 clusters
  Score: Raw -3736391.798561 + Penalty 4943.877363 = -3731447.921199
  nChanged 371
		SP:Iteration 15Q (65040.590000 sec): 3 clusters
  Score: Raw -3736532.332616 + Penalty 4943.877363 = -3731588.455253
  nChanged 312
		SP:Iteration 16Q (65040.920000 sec): 3 clusters
  Score: Raw -3736640.350991 + Penalty 4943.877363 = -3731696.473628
  nChanged 266
		SP:Iteration 17Q (65041.250000 sec): 3 clusters
  Score: Raw -3736732.358668 + Penalty 4943.877363 = -3731788.481305
  nChanged 246
		SP:Iteration 18Q (65041.570000 sec): 3 clusters
  Score: Raw -3736807.539424 + Penalty 4943.877363 = -3731863.662062
  nChanged 211
		SP:Iteration 19Q (65041.900000 sec): 3 clusters
  Score: Raw -3736867.935923 + Penalty 4943.877363 = -3731924.058560
  nChanged 179
		SP:Iteration 20F (65042.230000 sec): 3 clusters
  Score: Raw -3736924.015571 + Penalty 4943.877363 = -3731980.138208
  nChanged 163
		SP:Iteration 21Q (65042.560000 sec): 3 clusters
  Score: Raw -3736968.445061 + Penalty 4943.877363 = -3732024.567699
  nChanged 135
		SP:Iteration 22Q (65042.890000 sec): 3 clusters
  Score: Raw -3736999.486387 + Penalty 4943.877363 = -3732055.609024
  nChanged 121
		SP:Iteration 23Q (65043.210000 sec): 3 clusters
  Score: Raw -3737031.850457 + Penalty 4943.877363 = -3732087.973094
  nChanged 119
		SP:Iteration 24Q (65043.550000 sec): 3 clusters
  Score: Raw -3737060.563976 + Penalty 4943.877363 = -3732116.686613
  nChanged 94
		SP:Iteration 25Q (65043.870000 sec): 3 clusters
  Score: Raw -3737083.604524 + Penalty 4943.877363 = -3732139.727161
  nChanged 99
		SP:Iteration 26Q (65044.200000 sec): 3 clusters
  Score: Raw -3737107.733670 + Penalty 4943.877363 = -3732163.856308
  nChanged 84
		SP:Iteration 27Q (65044.530000 sec): 3 clusters
  Score: Raw -3737128.282092 + Penalty 4943.877363 = -3732184.404729
  nChanged 72
		SP:Iteration 28Q (65044.860000 sec): 3 clusters
  Score: Raw -3737145.022864 + Penalty 4943.877363 = -3732201.145501
  nChanged 70
		SP:Iteration 29Q (65045.190000 sec): 3 clusters
  Score: Raw -3737162.527630 + Penalty 4943.877363 = -3732218.650268
  nChanged 77
		SP:Iteration 30Q (65045.520000 sec): 3 clusters
  Score: Raw -3737184.911240 + Penalty 4943.877363 = -3732241.033877
  nChanged 72
		SP:Iteration 31Q (65045.850000 sec): 3 clusters
  Score: Raw -3737205.392630 + Penalty 4943.877363 = -3732261.515268
  nChanged 80
		SP:Iteration 32Q (65046.180000 sec): 3 clusters
  Score: Raw -3737226.733327 + Penalty 4943.877363 = -3732282.855964
  nChanged 70
		SP:Iteration 33Q (65046.510000 sec): 3 clusters
  Score: Raw -3737243.629962 + Penalty 4943.877363 = -3732299.752599
  nChanged 56
		SP:Iteration 34Q (65046.840000 sec): 3 clusters
  Score: Raw -3737257.282573 + Penalty 4943.877363 = -3732313.405211
  nChanged 64
		SP:Iteration 35Q (65047.170000 sec): 3 clusters
  Score: Raw -3737272.724941 + Penalty 4943.877363 = -3732328.847579
  nChanged 50
		SP:Iteration 36Q (65047.500000 sec): 3 clusters
  Score: Raw -3737281.751705 + Penalty 4943.877363 = -3732337.874343
  nChanged 41
		SP:Iteration 37Q (65047.790000 sec): 3 clusters
  Score: Raw -3737289.791779 + Penalty 4943.877363 = -3732345.914416
  nChanged 42
		SP:Iteration 38Q (65048.120000 sec): 3 clusters
  Score: Raw -3737299.172476 + Penalty 4943.877363 = -3732355.295114
  nChanged 38
		SP:Iteration 39Q (65048.410000 sec): 3 clusters
  Score: Raw -3737307.549848 + Penalty 4943.877363 = -3732363.672485
  nChanged 42
		SP:Iteration 40F (65048.780000 sec): 3 clusters
  Score: Raw -3737315.411152 + Penalty 4943.877363 = -3732371.533789
  nChanged 31
		SP:Iteration 41Q (65049.070000 sec): 3 clusters
  Score: Raw -3737322.185608 + Penalty 4943.877363 = -3732378.308245
  nChanged 38
		SP:Iteration 42Q (65049.400000 sec): 3 clusters
  Score: Raw -3737330.840670 + Penalty 4943.877363 = -3732386.963308
  nChanged 41
		SP:Iteration 43Q (65049.730000 sec): 3 clusters
  Score: Raw -3737341.928134 + Penalty 4943.877363 = -3732398.050771
  nChanged 45
		SP:Iteration 44Q (65050.060000 sec): 3 clusters
  Score: Raw -3737353.608010 + Penalty 4943.877363 = -3732409.730648
  nChanged 38
		SP:Iteration 45Q (65050.390000 sec): 3 clusters
  Score: Raw -3737362.530658 + Penalty 4943.877363 = -3732418.653295
  nChanged 43
		SP:Iteration 46Q (65050.720000 sec): 3 clusters
  Score: Raw -3737373.116524 + Penalty 4943.877363 = -3732429.239162
  nChanged 38
		SP:Iteration 47Q (65051.050000 sec): 3 clusters
  Score: Raw -3737382.193956 + Penalty 4943.877363 = -3732438.316593
  nChanged 40
		SP:Iteration 48Q (65051.380000 sec): 3 clusters
  Score: Raw -3737393.567846 + Penalty 4943.877363 = -3732449.690484
  nChanged 39
		SP:Iteration 49Q (65051.710000 sec): 3 clusters
  Score: Raw -3737403.465907 + Penalty 4943.877363 = -3732459.588545
  nChanged 35
		SP:Iteration 50Q (65052.040000 sec): 3 clusters
  Score: Raw -3737411.902484 + Penalty 4943.877363 = -3732468.025121
  nChanged 41
		SP:Iteration 51Q (65052.370000 sec): 3 clusters
  Score: Raw -3737423.493406 + Penalty 4943.877363 = -3732479.616043
  nChanged 47
		SP:Iteration 52Q (65052.700000 sec): 3 clusters
  Score: Raw -3737436.298530 + Penalty 4943.877363 = -3732492.421168
  nChanged 43
		SP:Iteration 53Q (65053.040000 sec): 3 clusters
  Score: Raw -3737447.564334 + Penalty 4943.877363 = -3732503.686972
  nChanged 45
		SP:Iteration 54Q (65053.360000 sec): 3 clusters
  Score: Raw -3737457.998217 + Penalty 4943.877363 = -3732514.120855
  nChanged 31
		SP:Iteration 55Q (65053.700000 sec): 3 clusters
  Score: Raw -3737465.807084 + Penalty 4943.877363 = -3732521.929721
  nChanged 31
		SP:Iteration 56Q (65054.030000 sec): 3 clusters
  Score: Raw -3737474.467946 + Penalty 4943.877363 = -3732530.590584
  nChanged 29
		SP:Iteration 57Q (65054.340000 sec): 3 clusters
  Score: Raw -3737482.440535 + Penalty 4943.877363 = -3732538.563173
  nChanged 32
		SP:Iteration 58Q (65054.670000 sec): 3 clusters
  Score: Raw -3737490.965998 + Penalty 4943.877363 = -3732547.088635
  nChanged 17
		SP:Iteration 59Q (65055.000000 sec): 3 clusters
  Score: Raw -3737494.990408 + Penalty 4943.877363 = -3732551.113045
  nChanged 23
		SP:Iteration 60F (65055.380000 sec): 3 clusters
  Score: Raw -3737499.871729 + Penalty 4943.877363 = -3732555.994366
  nChanged 19
		SP:Iteration 61Q (65055.670000 sec): 3 clusters
  Score: Raw -3737504.876464 + Penalty 4943.877363 = -3732560.999102
  nChanged 20
		SP:Iteration 62Q (65056.000000 sec): 3 clusters
  Score: Raw -3737510.217234 + Penalty 4943.877363 = -3732566.339871
  nChanged 16
		SP:Iteration 63Q (65056.330000 sec): 3 clusters
  Score: Raw -3737513.686830 + Penalty 4943.877363 = -3732569.809467
  nChanged 13
		SP:Iteration 64Q (65056.660000 sec): 3 clusters
  Score: Raw -3737516.684058 + Penalty 4943.877363 = -3732572.806696
  nChanged 9
		SP:Iteration 65Q (65057.000000 sec): 3 clusters
  Score: Raw -3737519.219773 + Penalty 4943.877363 = -3732575.342411
  nChanged 14
		SP:Iteration 66Q (65057.330000 sec): 3 clusters
  Score: Raw -3737523.201389 + Penalty 4943.877363 = -3732579.324027
  nChanged 13
		SP:Iteration 67Q (65057.660000 sec): 3 clusters
  Score: Raw -3737526.765108 + Penalty 4943.877363 = -3732582.887746
  nChanged 13
		SP:Iteration 68Q (65057.990000 sec): 3 clusters
  Score: Raw -3737529.773331 + Penalty 4943.877363 = -3732585.895968
  nChanged 10
		SP:Iteration 69Q (65058.320000 sec): 3 clusters
  Score: Raw -3737532.457912 + Penalty 4943.877363 = -3732588.580549
  nChanged 11
		SP:Iteration 70Q (65058.650000 sec): 3 clusters
  Score: Raw -3737534.957505 + Penalty 4943.877363 = -3732591.080142
  nChanged 3
		SP:Iteration 71Q (65058.980000 sec): 3 clusters
  Score: Raw -3737535.595043 + Penalty 4943.877363 = -3732591.717681
  nChanged 3
		SP:Iteration 72Q (65059.310000 sec): 3 clusters
  Score: Raw -3737535.986792 + Penalty 4943.877363 = -3732592.109430
  nChanged 2
		SP:Iteration 73Q (65059.640000 sec): 3 clusters
  Score: Raw -3737536.312398 + Penalty 4943.877363 = -3732592.435036
  nChanged 1
		SP:Iteration 74Q (65059.980000 sec): 3 clusters
  Score: Raw -3737536.521424 + Penalty 4943.877363 = -3732592.644062
  nChanged 3
		SP:Iteration 75Q (65060.300000 sec): 3 clusters
  Score: Raw -3737537.436573 + Penalty 4943.877363 = -3732593.559210
  nChanged 5
		SP:Iteration 76Q (65060.640000 sec): 3 clusters
  Score: Raw -3737539.269052 + Penalty 4943.877363 = -3732595.391690
  nChanged 10
		SP:Iteration 77Q (65060.960000 sec): 3 clusters
  Score: Raw -3737542.402533 + Penalty 4943.877363 = -3732598.525170
  nChanged 6
		SP:Iteration 78Q (65061.300000 sec): 3 clusters
  Score: Raw -3737543.915449 + Penalty 4943.877363 = -3732600.038086
  nChanged 8
		SP:Iteration 79Q (65061.630000 sec): 3 clusters
  Score: Raw -3737545.915713 + Penalty 4943.877363 = -3732602.038350
  nChanged 8
		SP:Iteration 80F (65062.000000 sec): 3 clusters
  Score: Raw -3737548.005723 + Penalty 4943.877363 = -3732604.128360
  nChanged 7
		SP:Iteration 81Q (65062.290000 sec): 3 clusters
  Score: Raw -3737549.819204 + Penalty 4943.877363 = -3732605.941842
  nChanged 9
		SP:Iteration 82Q (65062.620000 sec): 3 clusters
  Score: Raw -3737552.179033 + Penalty 4943.877363 = -3732608.301670
  nChanged 8
		SP:Iteration 83Q (65062.950000 sec): 3 clusters
  Score: Raw -3737555.244831 + Penalty 4943.877363 = -3732611.367468
  nChanged 14
		SP:Iteration 84Q (65063.280000 sec): 3 clusters
  Score: Raw -3737559.649285 + Penalty 4943.877363 = -3732615.771922
  nChanged 14
		SP:Iteration 85Q (65063.610000 sec): 3 clusters
  Score: Raw -3737564.328393 + Penalty 4943.877363 = -3732620.451030
  nChanged 13
		SP:Iteration 86Q (65063.940000 sec): 3 clusters
  Score: Raw -3737567.529815 + Penalty 4943.877363 = -3732623.652452
  nChanged 11
		SP:Iteration 87Q (65064.270000 sec): 3 clusters
  Score: Raw -3737570.886663 + Penalty 4943.877363 = -3732627.009301
  nChanged 14
		SP:Iteration 88Q (65064.560000 sec): 3 clusters
  Score: Raw -3737575.103279 + Penalty 4943.877363 = -3732631.225916
  nChanged 14
		SP:Iteration 89Q (65064.840000 sec): 3 clusters
  Score: Raw -3737580.045588 + Penalty 4943.877363 = -3732636.168226
  nChanged 15
		SP:Iteration 90Q (65065.120000 sec): 3 clusters
  Score: Raw -3737584.409114 + Penalty 4943.877363 = -3732640.531751
  nChanged 10
		SP:Iteration 91Q (65065.380000 sec): 3 clusters
  Score: Raw -3737588.068380 + Penalty 4943.877363 = -3732644.191017
  nChanged 7
		SP:Iteration 92Q (65065.710000 sec): 3 clusters
  Score: Raw -3737590.265622 + Penalty 4943.877363 = -3732646.388259
  nChanged 5
		SP:Iteration 93Q (65066.040000 sec): 3 clusters
  Score: Raw -3737591.025570 + Penalty 4943.877363 = -3732647.148207
  nChanged 5
		SP:Iteration 94Q (65066.370000 sec): 3 clusters
  Score: Raw -3737591.885257 + Penalty 4943.877363 = -3732648.007894
  nChanged 2
		SP:Iteration 95Q (65066.700000 sec): 3 clusters
  Score: Raw -3737592.315880 + Penalty 4943.877363 = -3732648.438518
  nChanged 1
		SP:Iteration 96Q (65067.000000 sec): 3 clusters
  Score: Raw -3737592.393434 + Penalty 4943.877363 = -3732648.516071
  nChanged 1
		SP:Iteration 97Q (65067.360000 sec): 3 clusters
  Score: Raw -3737592.547849 + Penalty 4943.877363 = -3732648.670487
  nChanged 0
		SP:Iteration 98F (65067.730000 sec): 3 clusters
  Score: Raw -3737592.547849 + Penalty 4943.877363 = -3732648.670487
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 39 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65067.820000 sec): 2 clusters
  Score: Raw -20566.375424 + Penalty 1229.045110 = -19337.330314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65068.000000 sec): 3 clusters
  Score: Raw -20885.503355 + Penalty 2458.090221 = -18427.413134
  nChanged 6
		SP:Iteration 1Q (65068.170000 sec): 3 clusters
  Score: Raw -20971.262344 + Penalty 2458.090221 = -18513.172124
  nChanged 3
		SP:Iteration 2Q (65068.350000 sec): 3 clusters
  Score: Raw -20993.118297 + Penalty 2458.090221 = -18535.028077
  nChanged 0
		SP:Iteration 3F (65068.520000 sec): 3 clusters
  Score: Raw -20993.118297 + Penalty 2458.090221 = -18535.028077
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 40 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65068.610000 sec): 2 clusters
  Score: Raw -66434.522386 + Penalty 1488.350890 = -64946.171496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65068.790000 sec): 3 clusters
  Score: Raw -66460.682883 + Penalty 2976.701779 = -63483.981103
  nChanged 56
		SP:Iteration 1F (65068.960000 sec): 3 clusters
  Score: Raw -66583.467458 + Penalty 2976.701779 = -63606.765679
  nChanged 20
		SP:Iteration 2Q (65069.140000 sec): 3 clusters
  Score: Raw -66640.368990 + Penalty 2976.701779 = -63663.667210
  nChanged 7
		SP:Iteration 3Q (65069.320000 sec): 3 clusters
  Score: Raw -66663.042482 + Penalty 2976.701779 = -63686.340703
  nChanged 3
		SP:Iteration 4Q (65069.490000 sec): 3 clusters
  Score: Raw -66671.660542 + Penalty 2976.701779 = -63694.958762
  nChanged 0
		SP:Iteration 5F (65069.590000 sec): 3 clusters
  Score: Raw -66671.660542 + Penalty 2976.701779 = -63694.958762
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 41 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65069.620000 sec): 2 clusters
  Score: Raw -34904.531740 + Penalty 1355.030288 = -33549.501452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65069.620000 sec): 3 clusters
  Score: Raw -35264.406482 + Penalty 2710.060575 = -32554.345906
  nChanged 33
		SP:Iteration 1F (65069.640000 sec): 3 clusters
  Score: Raw -35411.493399 + Penalty 2710.060575 = -32701.432824
  nChanged 9
		SP:Iteration 2Q (65069.640000 sec): 3 clusters
  Score: Raw -35468.260815 + Penalty 2710.060575 = -32758.200239
  nChanged 2
		SP:Iteration 3Q (65069.650000 sec): 3 clusters
  Score: Raw -35476.265494 + Penalty 2710.060575 = -32766.204919
  nChanged 2
		SP:Iteration 4Q (65069.660000 sec): 3 clusters
  Score: Raw -35480.129069 + Penalty 2710.060575 = -32770.068494
  nChanged 1
		SP:Iteration 5Q (65069.670000 sec): 3 clusters
  Score: Raw -35481.916038 + Penalty 2710.060575 = -32771.855463
  nChanged 1
		SP:Iteration 6Q (65069.680000 sec): 3 clusters
  Score: Raw -35485.487007 + Penalty 2710.060575 = -32775.426432
  nChanged 0
		SP:Iteration 7F (65069.680000 sec): 3 clusters
  Score: Raw -35485.487007 + Penalty 2710.060575 = -32775.426432
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 42 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65069.700000 sec): 2 clusters
  Score: Raw -41605.268508 + Penalty 1372.280593 = -40232.987915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65069.710000 sec): 3 clusters
  Score: Raw -41765.586282 + Penalty 2744.561186 = -39021.025096
  nChanged 26
		SP:Iteration 1F (65069.720000 sec): 3 clusters
  Score: Raw -41863.542862 + Penalty 2744.561186 = -39118.981675
  nChanged 2
		SP:Iteration 2Q (65069.730000 sec): 3 clusters
  Score: Raw -41873.311298 + Penalty 2744.561186 = -39128.750112
  nChanged 2
		SP:Iteration 3Q (65069.740000 sec): 3 clusters
  Score: Raw -41881.403948 + Penalty 2744.561186 = -39136.842761
  nChanged 1
		SP:Iteration 4Q (65069.740000 sec): 3 clusters
  Score: Raw -41885.300553 + Penalty 2744.561186 = -39140.739366
  nChanged 0
		SP:Iteration 5F (65069.750000 sec): 3 clusters
  Score: Raw -41885.300553 + Penalty 2744.561186 = -39140.739366
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 43 (2239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65069.820000 sec): 2 clusters
  Score: Raw -369529.875632 + Penalty 1913.018585 = -367616.857047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65069.880000 sec): 3 clusters
  Score: Raw -368695.734232 + Penalty 3826.037170 = -364869.697062
  nChanged 718
		SP:Iteration 1F (65069.930000 sec): 3 clusters
  Score: Raw -369250.032317 + Penalty 3826.037170 = -365423.995147
  nChanged 192
		SP:Iteration 2F (65069.990000 sec): 3 clusters
  Score: Raw -369442.834857 + Penalty 3826.037170 = -365616.797687
  nChanged 122
		SP:Iteration 3F (65070.050000 sec): 3 clusters
  Score: Raw -369582.591312 + Penalty 3826.037170 = -365756.554142
  nChanged 107
		SP:Iteration 4Q (65070.100000 sec): 3 clusters
  Score: Raw -369715.154200 + Penalty 3826.037170 = -365889.117030
  nChanged 114
		SP:Iteration 5F (65070.160000 sec): 3 clusters
  Score: Raw -369835.365065 + Penalty 3826.037170 = -366009.327895
  nChanged 78
		SP:Iteration 6Q (65070.220000 sec): 3 clusters
  Score: Raw -369909.854172 + Penalty 3826.037170 = -366083.817002
  nChanged 57
		SP:Iteration 7Q (65070.280000 sec): 3 clusters
  Score: Raw -369962.936448 + Penalty 3826.037170 = -366136.899278
  nChanged 43
		SP:Iteration 8Q (65070.340000 sec): 3 clusters
  Score: Raw -369999.833808 + Penalty 3826.037170 = -366173.796638
  nChanged 29
		SP:Iteration 9Q (65070.390000 sec): 3 clusters
  Score: Raw -370023.235417 + Penalty 3826.037170 = -366197.198247
  nChanged 26
		SP:Iteration 10Q (65070.450000 sec): 3 clusters
  Score: Raw -370047.224855 + Penalty 3826.037170 = -366221.187685
  nChanged 24
		SP:Iteration 11Q (65070.510000 sec): 3 clusters
  Score: Raw -370067.366020 + Penalty 3826.037170 = -366241.328850
  nChanged 24
		SP:Iteration 12Q (65070.640000 sec): 3 clusters
  Score: Raw -370087.398902 + Penalty 3826.037170 = -366261.361733
  nChanged 18
		SP:Iteration 13Q (65070.820000 sec): 3 clusters
  Score: Raw -370104.084720 + Penalty 3826.037170 = -366278.047550
  nChanged 15
		SP:Iteration 14Q (65070.990000 sec): 3 clusters
  Score: Raw -370112.169506 + Penalty 3826.037170 = -366286.132336
  nChanged 9
		SP:Iteration 15Q (65071.170000 sec): 3 clusters
  Score: Raw -370116.663329 + Penalty 3826.037170 = -366290.626159
  nChanged 4
		SP:Iteration 16Q (65071.340000 sec): 3 clusters
  Score: Raw -370120.227068 + Penalty 3826.037170 = -366294.189898
  nChanged 5
		SP:Iteration 17Q (65071.470000 sec): 3 clusters
  Score: Raw -370123.398947 + Penalty 3826.037170 = -366297.361777
  nChanged 6
		SP:Iteration 18Q (65071.650000 sec): 3 clusters
  Score: Raw -370126.875927 + Penalty 3826.037170 = -366300.838757
  nChanged 6
		SP:Iteration 19Q (65071.820000 sec): 3 clusters
  Score: Raw -370130.825552 + Penalty 3826.037170 = -366304.788383
  nChanged 4
		SP:Iteration 20F (65072.000000 sec): 3 clusters
  Score: Raw -370134.307334 + Penalty 3826.037170 = -366308.270165
  nChanged 4
		SP:Iteration 21Q (65072.180000 sec): 3 clusters
  Score: Raw -370137.315689 + Penalty 3826.037170 = -366311.278519
  nChanged 1
		SP:Iteration 22Q (65072.350000 sec): 3 clusters
  Score: Raw -370137.594908 + Penalty 3826.037170 = -366311.557738
  nChanged 1
		SP:Iteration 23Q (65072.530000 sec): 3 clusters
  Score: Raw -370137.788682 + Penalty 3826.037170 = -366311.751512
  nChanged 0
		SP:Iteration 24F (65072.700000 sec): 3 clusters
  Score: Raw -370137.788682 + Penalty 3826.037170 = -366311.751512
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 44 (156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65072.790000 sec): 2 clusters
  Score: Raw -23172.298606 + Penalty 1252.364290 = -21919.934316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65072.960000 sec): 3 clusters
  Score: Raw -24001.134070 + Penalty 2504.728580 = -21496.405491
  nChanged 32
		SP:Iteration 1F (65073.140000 sec): 3 clusters
  Score: Raw -24303.530381 + Penalty 2504.728580 = -21798.801801
  nChanged 9
		SP:Iteration 2F (65073.320000 sec): 3 clusters
  Score: Raw -24436.304253 + Penalty 2504.728580 = -21931.575673
  nChanged 3
		SP:Iteration 3Q (65073.490000 sec): 3 clusters
  Score: Raw -24497.296933 + Penalty 2504.728580 = -21992.568353
  nChanged 0
		SP:Iteration 4F (65073.670000 sec): 3 clusters
  Score: Raw -24497.296933 + Penalty 2504.728580 = -21992.568353
  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 3.87 GB.

 Trying to split cluster 45 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65073.760000 sec): 2 clusters
  Score: Raw -35797.453686 + Penalty 1358.162961 = -34439.290725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65073.930000 sec): 3 clusters
  Score: Raw -35984.647071 + Penalty 2716.325922 = -33268.321150
  nChanged 20
		SP:Iteration 1F (65074.110000 sec): 3 clusters
  Score: Raw -36067.820204 + Penalty 2716.325922 = -33351.494282
  nChanged 8
		SP:Iteration 2Q (65074.280000 sec): 3 clusters
  Score: Raw -36113.089667 + Penalty 2716.325922 = -33396.763746
  nChanged 9
		SP:Iteration 3Q (65074.460000 sec): 3 clusters
  Score: Raw -36296.302609 + Penalty 2716.325922 = -33579.976687
  nChanged 12
		SP:Iteration 4F (65074.640000 sec): 3 clusters
  Score: Raw -36368.599668 + Penalty 2716.325922 = -33652.273747
  nChanged 4
		SP:Iteration 5Q (65074.810000 sec): 3 clusters
  Score: Raw -36400.963618 + Penalty 2716.325922 = -33684.637696
  nChanged 3
		SP:Iteration 6Q (65074.990000 sec): 3 clusters
  Score: Raw -36453.890354 + Penalty 2716.325922 = -33737.564432
  nChanged 4
		SP:Iteration 7Q (65075.160000 sec): 3 clusters
  Score: Raw -36516.089366 + Penalty 2716.325922 = -33799.763444
  nChanged 2
		SP:Iteration 8Q (65075.340000 sec): 3 clusters
  Score: Raw -36531.529810 + Penalty 2716.325922 = -33815.203888
  nChanged 3
		SP:Iteration 9Q (65075.520000 sec): 3 clusters
  Score: Raw -36554.257399 + Penalty 2716.325922 = -33837.931478
  nChanged 1
		SP:Iteration 10Q (65075.690000 sec): 3 clusters
  Score: Raw -36573.653760 + Penalty 2716.325922 = -33857.327838
  nChanged 1
		SP:Iteration 11Q (65075.870000 sec): 3 clusters
  Score: Raw -36580.429754 + Penalty 2716.325922 = -33864.103832
  nChanged 0
		SP:Iteration 12F (65076.030000 sec): 3 clusters
  Score: Raw -36580.429754 + Penalty 2716.325922 = -33864.103832
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 46 (1030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65076.090000 sec): 2 clusters
  Score: Raw -178287.005237 + Penalty 1720.453892 = -176566.551345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65076.260000 sec): 3 clusters
  Score: Raw -178049.429517 + Penalty 3440.907784 = -174608.521733
  nChanged 245
		SP:Iteration 1F (65076.440000 sec): 3 clusters
  Score: Raw -178311.592867 + Penalty 3440.907784 = -174870.685083
  nChanged 64
		SP:Iteration 2F (65076.620000 sec): 3 clusters
  Score: Raw -178440.062763 + Penalty 3440.907784 = -174999.154979
  nChanged 46
		SP:Iteration 3Q (65076.790000 sec): 3 clusters
  Score: Raw -178516.610105 + Penalty 3440.907784 = -175075.702321
  nChanged 30
		SP:Iteration 4Q (65076.970000 sec): 3 clusters
  Score: Raw -178560.829101 + Penalty 3440.907784 = -175119.921317
  nChanged 25
		SP:Iteration 5Q (65077.140000 sec): 3 clusters
  Score: Raw -178606.958806 + Penalty 3440.907784 = -175166.051021
  nChanged 28
		SP:Iteration 6Q (65077.320000 sec): 3 clusters
  Score: Raw -178661.429474 + Penalty 3440.907784 = -175220.521690
  nChanged 28
		SP:Iteration 7Q (65077.500000 sec): 3 clusters
  Score: Raw -178709.941326 + Penalty 3440.907784 = -175269.033542
  nChanged 17
		SP:Iteration 8Q (65077.670000 sec): 3 clusters
  Score: Raw -178733.560055 + Penalty 3440.907784 = -175292.652271
  nChanged 18
		SP:Iteration 9Q (65077.850000 sec): 3 clusters
  Score: Raw -178759.667385 + Penalty 3440.907784 = -175318.759601
  nChanged 13
		SP:Iteration 10Q (65078.020000 sec): 3 clusters
  Score: Raw -178775.359165 + Penalty 3440.907784 = -175334.451381
  nChanged 11
		SP:Iteration 11Q (65078.200000 sec): 3 clusters
  Score: Raw -178789.515158 + Penalty 3440.907784 = -175348.607374
  nChanged 8
		SP:Iteration 12Q (65078.370000 sec): 3 clusters
  Score: Raw -178802.200773 + Penalty 3440.907784 = -175361.292989
  nChanged 6
		SP:Iteration 13Q (65078.550000 sec): 3 clusters
  Score: Raw -178809.645987 + Penalty 3440.907784 = -175368.738202
  nChanged 5
		SP:Iteration 14Q (65078.720000 sec): 3 clusters
  Score: Raw -178818.304356 + Penalty 3440.907784 = -175377.396572
  nChanged 4
		SP:Iteration 15Q (65078.900000 sec): 3 clusters
  Score: Raw -178823.695700 + Penalty 3440.907784 = -175382.787915
  nChanged 5
		SP:Iteration 16Q (65079.080000 sec): 3 clusters
  Score: Raw -178834.501619 + Penalty 3440.907784 = -175393.593835
  nChanged 4
		SP:Iteration 17Q (65079.250000 sec): 3 clusters
  Score: Raw -178838.053301 + Penalty 3440.907784 = -175397.145517
  nChanged 3
		SP:Iteration 18Q (65079.430000 sec): 3 clusters
  Score: Raw -178840.626093 + Penalty 3440.907784 = -175399.718309
  nChanged 2
		SP:Iteration 19Q (65079.600000 sec): 3 clusters
  Score: Raw -178842.222543 + Penalty 3440.907784 = -175401.314759
  nChanged 2
		SP:Iteration 20F (65079.780000 sec): 3 clusters
  Score: Raw -178844.179937 + Penalty 3440.907784 = -175403.272153
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 47 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65079.870000 sec): 2 clusters
  Score: Raw -80693.474151 + Penalty 1542.212830 = -79151.261321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65080.040000 sec): 3 clusters
  Score: Raw -80767.919245 + Penalty 3084.425659 = -77683.493585
  nChanged 95
		SP:Iteration 1F (65080.220000 sec): 3 clusters
  Score: Raw -81039.544950 + Penalty 3084.425659 = -77955.119291
  nChanged 39
		SP:Iteration 2F (65080.400000 sec): 3 clusters
  Score: Raw -81160.407462 + Penalty 3084.425659 = -78075.981803
  nChanged 20
		SP:Iteration 3Q (65080.570000 sec): 3 clusters
  Score: Raw -81241.685021 + Penalty 3084.425659 = -78157.259361
  nChanged 15
		SP:Iteration 4Q (65080.750000 sec): 3 clusters
  Score: Raw -81284.901913 + Penalty 3084.425659 = -78200.476253
  nChanged 7
		SP:Iteration 5Q (65080.920000 sec): 3 clusters
  Score: Raw -81311.842823 + Penalty 3084.425659 = -78227.417164
  nChanged 9
		SP:Iteration 6Q (65081.100000 sec): 3 clusters
  Score: Raw -81343.169709 + Penalty 3084.425659 = -78258.744050
  nChanged 11
		SP:Iteration 7Q (65081.280000 sec): 3 clusters
  Score: Raw -81382.292523 + Penalty 3084.425659 = -78297.866864
  nChanged 6
		SP:Iteration 8Q (65081.450000 sec): 3 clusters
  Score: Raw -81403.440511 + Penalty 3084.425659 = -78319.014852
  nChanged 4
		SP:Iteration 9Q (65081.630000 sec): 3 clusters
  Score: Raw -81412.457033 + Penalty 3084.425659 = -78328.031373
  nChanged 3
		SP:Iteration 10Q (65081.810000 sec): 3 clusters
  Score: Raw -81422.212933 + Penalty 3084.425659 = -78337.787273
  nChanged 2
		SP:Iteration 11Q (65081.980000 sec): 3 clusters
  Score: Raw -81430.325603 + Penalty 3084.425659 = -78345.899944
  nChanged 1
		SP:Iteration 12Q (65082.150000 sec): 3 clusters
  Score: Raw -81432.735124 + Penalty 3084.425659 = -78348.309464
  nChanged 0
		SP:Iteration 13F (65082.330000 sec): 3 clusters
  Score: Raw -81432.735124 + Penalty 3084.425659 = -78348.309464
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 48 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65082.420000 sec): 2 clusters
  Score: Raw -24954.831584 + Penalty 1267.772972 = -23687.058612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65082.590000 sec): 3 clusters
  Score: Raw -25417.578515 + Penalty 2535.545943 = -22882.032572
  nChanged 10
		SP:Iteration 1F (65082.770000 sec): 3 clusters
  Score: Raw -25538.867689 + Penalty 2535.545943 = -23003.321746
  nChanged 4
		SP:Iteration 2Q (65082.950000 sec): 3 clusters
  Score: Raw -25601.072142 + Penalty 2535.545943 = -23065.526199
  nChanged 1
		SP:Iteration 3Q (65083.120000 sec): 3 clusters
  Score: Raw -25624.970171 + Penalty 2535.545943 = -23089.424228
  nChanged 1
		SP:Iteration 4Q (65083.300000 sec): 3 clusters
  Score: Raw -25625.664175 + Penalty 2535.545943 = -23090.118232
  nChanged 0
		SP:Iteration 5F (65083.470000 sec): 3 clusters
  Score: Raw -25625.664175 + Penalty 2535.545943 = -23090.118232
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 49 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65083.560000 sec): 2 clusters
  Score: Raw -32612.776435 + Penalty 1420.258241 = -31192.518194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65083.740000 sec): 3 clusters
  Score: Raw -32777.748544 + Penalty 2840.516483 = -29937.232061
  nChanged 45
		SP:Iteration 1F (65083.910000 sec): 3 clusters
  Score: Raw -32916.154672 + Penalty 2840.516483 = -30075.638190
  nChanged 13
		SP:Iteration 2Q (65084.090000 sec): 3 clusters
  Score: Raw -32969.018676 + Penalty 2840.516483 = -30128.502193
  nChanged 7
		SP:Iteration 3Q (65084.270000 sec): 3 clusters
  Score: Raw -32989.591674 + Penalty 2840.516483 = -30149.075191
  nChanged 5
		SP:Iteration 4Q (65084.440000 sec): 3 clusters
  Score: Raw -33012.237245 + Penalty 2840.516483 = -30171.720762
  nChanged 2
		SP:Iteration 5Q (65084.620000 sec): 3 clusters
  Score: Raw -33020.087510 + Penalty 2840.516483 = -30179.571027
  nChanged 0
		SP:Iteration 6F (65084.790000 sec): 3 clusters
  Score: Raw -33020.087510 + Penalty 2840.516483 = -30179.571027
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 50 (1550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65084.880000 sec): 2 clusters
  Score: Raw -268951.238052 + Penalty 1821.810532 = -267129.427520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65085.050000 sec): 3 clusters
  Score: Raw -268455.760493 + Penalty 3643.621064 = -264812.139429
  nChanged 447
		SP:Iteration 1F (65085.230000 sec): 3 clusters
  Score: Raw -268798.997972 + Penalty 3643.621064 = -265155.376908
  nChanged 113
		SP:Iteration 2F (65085.410000 sec): 3 clusters
  Score: Raw -268934.751859 + Penalty 3643.621064 = -265291.130795
  nChanged 79
		SP:Iteration 3F (65085.580000 sec): 3 clusters
  Score: Raw -269021.886848 + Penalty 3643.621064 = -265378.265784
  nChanged 58
		SP:Iteration 4Q (65085.760000 sec): 3 clusters
  Score: Raw -269090.390807 + Penalty 3643.621064 = -265446.769743
  nChanged 54
		SP:Iteration 5Q (65085.930000 sec): 3 clusters
  Score: Raw -269188.735315 + Penalty 3643.621064 = -265545.114251
  nChanged 65
		SP:Iteration 6Q (65086.100000 sec): 3 clusters
  Score: Raw -269291.352106 + Penalty 3643.621064 = -265647.731042
  nChanged 75
		SP:Iteration 7Q (65086.260000 sec): 3 clusters
  Score: Raw -269406.396543 + Penalty 3643.621064 = -265762.775479
  nChanged 67
		SP:Iteration 8Q (65086.420000 sec): 3 clusters
  Score: Raw -269494.067031 + Penalty 3643.621064 = -265850.445967
  nChanged 53
		SP:Iteration 9Q (65086.580000 sec): 3 clusters
  Score: Raw -269573.989104 + Penalty 3643.621064 = -265930.368040
  nChanged 41
		SP:Iteration 10Q (65086.740000 sec): 3 clusters
  Score: Raw -269652.472149 + Penalty 3643.621064 = -266008.851085
  nChanged 48
		SP:Iteration 11Q (65086.910000 sec): 3 clusters
  Score: Raw -269738.028518 + Penalty 3643.621064 = -266094.407454
  nChanged 44
		SP:Iteration 12Q (65087.080000 sec): 3 clusters
  Score: Raw -269797.578588 + Penalty 3643.621064 = -266153.957524
  nChanged 30
		SP:Iteration 13Q (65087.260000 sec): 3 clusters
  Score: Raw -269839.506360 + Penalty 3643.621064 = -266195.885296
  nChanged 23
		SP:Iteration 14Q (65087.430000 sec): 3 clusters
  Score: Raw -269867.041099 + Penalty 3643.621064 = -266223.420035
  nChanged 24
		SP:Iteration 15Q (65087.610000 sec): 3 clusters
  Score: Raw -269898.624436 + Penalty 3643.621064 = -266255.003372
  nChanged 17
		SP:Iteration 16Q (65087.790000 sec): 3 clusters
  Score: Raw -269929.433881 + Penalty 3643.621064 = -266285.812817
  nChanged 11
		SP:Iteration 17Q (65087.960000 sec): 3 clusters
  Score: Raw -269942.425598 + Penalty 3643.621064 = -266298.804534
  nChanged 9
		SP:Iteration 18Q (65088.140000 sec): 3 clusters
  Score: Raw -269955.536404 + Penalty 3643.621064 = -266311.915340
  nChanged 11
		SP:Iteration 19Q (65088.310000 sec): 3 clusters
  Score: Raw -269969.714672 + Penalty 3643.621064 = -266326.093608
  nChanged 15
		SP:Iteration 20F (65088.350000 sec): 3 clusters
  Score: Raw -269990.810384 + Penalty 3643.621064 = -266347.189319
  nChanged 15
		SP:Iteration 21Q (65088.390000 sec): 3 clusters
  Score: Raw -270010.424937 + Penalty 3643.621064 = -266366.803873
  nChanged 7
		SP:Iteration 22Q (65088.430000 sec): 3 clusters
  Score: Raw -270016.528694 + Penalty 3643.621064 = -266372.907630
  nChanged 6
		SP:Iteration 23Q (65088.470000 sec): 3 clusters
  Score: Raw -270019.806115 + Penalty 3643.621064 = -266376.185051
  nChanged 5
		SP:Iteration 24Q (65088.510000 sec): 3 clusters
  Score: Raw -270026.713070 + Penalty 3643.621064 = -266383.092006
  nChanged 4
		SP:Iteration 25Q (65088.560000 sec): 3 clusters
  Score: Raw -270029.015683 + Penalty 3643.621064 = -266385.394619
  nChanged 2
		SP:Iteration 26Q (65088.600000 sec): 3 clusters
  Score: Raw -270030.244258 + Penalty 3643.621064 = -266386.623194
  nChanged 3
		SP:Iteration 27Q (65088.640000 sec): 3 clusters
  Score: Raw -270032.800107 + Penalty 3643.621064 = -266389.179043
  nChanged 2
		SP:Iteration 28Q (65088.680000 sec): 3 clusters
  Score: Raw -270033.490134 + Penalty 3643.621064 = -266389.869069
  nChanged 0
		SP:Iteration 29F (65088.720000 sec): 3 clusters
  Score: Raw -270033.490134 + Penalty 3643.621064 = -266389.869069
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 51 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65088.750000 sec): 2 clusters
  Score: Raw -35726.477212 + Penalty 1351.857536 = -34374.619675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65088.770000 sec): 3 clusters
  Score: Raw -35904.306191 + Penalty 2703.715073 = -33200.591118
  nChanged 13
		SP:Iteration 1F (65088.770000 sec): 3 clusters
  Score: Raw -35956.626036 + Penalty 2703.715073 = -33252.910963
  nChanged 5
		SP:Iteration 2Q (65088.780000 sec): 3 clusters
  Score: Raw -35974.477608 + Penalty 2703.715073 = -33270.762535
  nChanged 2
		SP:Iteration 3Q (65088.790000 sec): 3 clusters
  Score: Raw -35979.574553 + Penalty 2703.715073 = -33275.859480
  nChanged 0
		SP:Iteration 4F (65088.790000 sec): 3 clusters
  Score: Raw -35979.574553 + Penalty 2703.715073 = -33275.859480
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 52 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65088.830000 sec): 2 clusters
  Score: Raw -54640.216622 + Penalty 1485.883208 = -53154.333415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65088.850000 sec): 3 clusters
  Score: Raw -54742.263443 + Penalty 2971.766415 = -51770.497028
  nChanged 78
		SP:Iteration 1F (65088.860000 sec): 3 clusters
  Score: Raw -54871.998035 + Penalty 2971.766415 = -51900.231620
  nChanged 18
		SP:Iteration 2Q (65088.880000 sec): 3 clusters
  Score: Raw -54917.542186 + Penalty 2971.766415 = -51945.775770
  nChanged 12
		SP:Iteration 3Q (65088.890000 sec): 3 clusters
  Score: Raw -54947.232913 + Penalty 2971.766415 = -51975.466498
  nChanged 4
		SP:Iteration 4Q (65088.910000 sec): 3 clusters
  Score: Raw -54953.466783 + Penalty 2971.766415 = -51981.700368
  nChanged 4
		SP:Iteration 5Q (65088.920000 sec): 3 clusters
  Score: Raw -54969.637758 + Penalty 2971.766415 = -51997.871342
  nChanged 7
		SP:Iteration 6Q (65088.940000 sec): 3 clusters
  Score: Raw -54985.665912 + Penalty 2971.766415 = -52013.899496
  nChanged 10
		SP:Iteration 7Q (65088.950000 sec): 3 clusters
  Score: Raw -55003.502480 + Penalty 2971.766415 = -52031.736064
  nChanged 7
		SP:Iteration 8Q (65088.970000 sec): 3 clusters
  Score: Raw -55028.965223 + Penalty 2971.766415 = -52057.198808
  nChanged 6
		SP:Iteration 9Q (65088.980000 sec): 3 clusters
  Score: Raw -55040.289277 + Penalty 2971.766415 = -52068.522862
  nChanged 8
		SP:Iteration 10Q (65089.000000 sec): 3 clusters
  Score: Raw -55076.161769 + Penalty 2971.766415 = -52104.395354
  nChanged 9
		SP:Iteration 11Q (65089.010000 sec): 3 clusters
  Score: Raw -55102.488087 + Penalty 2971.766415 = -52130.721671
  nChanged 4
		SP:Iteration 12Q (65089.030000 sec): 3 clusters
  Score: Raw -55114.532211 + Penalty 2971.766415 = -52142.765796
  nChanged 4
		SP:Iteration 13Q (65089.050000 sec): 3 clusters
  Score: Raw -55119.129771 + Penalty 2971.766415 = -52147.363355
  nChanged 2
		SP:Iteration 14Q (65089.060000 sec): 3 clusters
  Score: Raw -55134.185750 + Penalty 2971.766415 = -52162.419334
  nChanged 2
		SP:Iteration 15Q (65089.070000 sec): 3 clusters
  Score: Raw -55143.379764 + Penalty 2971.766415 = -52171.613348
  nChanged 1
		SP:Iteration 16Q (65089.090000 sec): 3 clusters
  Score: Raw -55154.571159 + Penalty 2971.766415 = -52182.804744
  nChanged 0
		SP:Iteration 17F (65089.110000 sec): 3 clusters
  Score: Raw -55154.571159 + Penalty 2971.766415 = -52182.804744
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 53 (786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65089.140000 sec): 2 clusters
  Score: Raw -129022.528712 + Penalty 1653.405285 = -127369.123428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65089.170000 sec): 3 clusters
  Score: Raw -128904.761982 + Penalty 3306.810569 = -125597.951413
  nChanged 181
		SP:Iteration 1F (65089.190000 sec): 3 clusters
  Score: Raw -129153.010695 + Penalty 3306.810569 = -125846.200126
  nChanged 52
		SP:Iteration 2F (65089.210000 sec): 3 clusters
  Score: Raw -129232.357386 + Penalty 3306.810569 = -125925.546817
  nChanged 18
		SP:Iteration 3Q (65089.240000 sec): 3 clusters
  Score: Raw -129258.633545 + Penalty 3306.810569 = -125951.822976
  nChanged 12
		SP:Iteration 4Q (65089.260000 sec): 3 clusters
  Score: Raw -129286.070335 + Penalty 3306.810569 = -125979.259765
  nChanged 13
		SP:Iteration 5Q (65089.280000 sec): 3 clusters
  Score: Raw -129306.704700 + Penalty 3306.810569 = -125999.894131
  nChanged 7
		SP:Iteration 6Q (65089.310000 sec): 3 clusters
  Score: Raw -129316.314906 + Penalty 3306.810569 = -126009.504337
  nChanged 3
		SP:Iteration 7Q (65089.330000 sec): 3 clusters
  Score: Raw -129322.375858 + Penalty 3306.810569 = -126015.565288
  nChanged 3
		SP:Iteration 8Q (65089.350000 sec): 3 clusters
  Score: Raw -129328.598106 + Penalty 3306.810569 = -126021.787537
  nChanged 3
		SP:Iteration 9Q (65089.380000 sec): 3 clusters
  Score: Raw -129334.588096 + Penalty 3306.810569 = -126027.777527
  nChanged 3
		SP:Iteration 10Q (65089.400000 sec): 3 clusters
  Score: Raw -129339.519907 + Penalty 3306.810569 = -126032.709338
  nChanged 2
		SP:Iteration 11Q (65089.420000 sec): 3 clusters
  Score: Raw -129343.097979 + Penalty 3306.810569 = -126036.287410
  nChanged 0
		SP:Iteration 12F (65089.450000 sec): 3 clusters
  Score: Raw -129343.097979 + Penalty 3306.810569 = -126036.287410
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 54 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65089.480000 sec): 2 clusters
  Score: Raw -79964.904003 + Penalty 1561.225968 = -78403.678035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65089.510000 sec): 3 clusters
  Score: Raw -80062.751744 + Penalty 3122.451937 = -76940.299807
  nChanged 109
		SP:Iteration 1F (65089.530000 sec): 3 clusters
  Score: Raw -80354.149485 + Penalty 3122.451937 = -77231.697548
  nChanged 43
		SP:Iteration 2F (65089.550000 sec): 3 clusters
  Score: Raw -80520.199258 + Penalty 3122.451937 = -77397.747321
  nChanged 26
		SP:Iteration 3Q (65089.570000 sec): 3 clusters
  Score: Raw -80607.381522 + Penalty 3122.451937 = -77484.929586
  nChanged 14
		SP:Iteration 4Q (65089.600000 sec): 3 clusters
  Score: Raw -80664.894480 + Penalty 3122.451937 = -77542.442543
  nChanged 10
		SP:Iteration 5Q (65089.620000 sec): 3 clusters
  Score: Raw -80699.821524 + Penalty 3122.451937 = -77577.369587
  nChanged 5
		SP:Iteration 6Q (65089.640000 sec): 3 clusters
  Score: Raw -80714.916609 + Penalty 3122.451937 = -77592.464672
  nChanged 5
		SP:Iteration 7Q (65089.670000 sec): 3 clusters
  Score: Raw -80730.423413 + Penalty 3122.451937 = -77607.971476
  nChanged 2
		SP:Iteration 8Q (65089.690000 sec): 3 clusters
  Score: Raw -80736.823741 + Penalty 3122.451937 = -77614.371805
  nChanged 2
		SP:Iteration 9Q (65089.710000 sec): 3 clusters
  Score: Raw -80745.842167 + Penalty 3122.451937 = -77623.390230
  nChanged 2
		SP:Iteration 10Q (65089.730000 sec): 3 clusters
  Score: Raw -80751.526318 + Penalty 3122.451937 = -77629.074382
  nChanged 1
		SP:Iteration 11Q (65089.760000 sec): 3 clusters
  Score: Raw -80753.646007 + Penalty 3122.451937 = -77631.194070
  nChanged 1
		SP:Iteration 12Q (65089.780000 sec): 3 clusters
  Score: Raw -80758.694520 + Penalty 3122.451937 = -77636.242583
  nChanged 0
		SP:Iteration 13F (65089.800000 sec): 3 clusters
  Score: Raw -80758.694520 + Penalty 3122.451937 = -77636.242583
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 55 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65089.830000 sec): 2 clusters
  Score: Raw -19523.024255 + Penalty 1263.250050 = -18259.774205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65089.840000 sec): 3 clusters
  Score: Raw -20052.500605 + Penalty 2526.500100 = -17526.000505
  nChanged 22
		SP:Iteration 1F (65089.850000 sec): 3 clusters
  Score: Raw -20153.408875 + Penalty 2526.500100 = -17626.908776
  nChanged 6
		SP:Iteration 2Q (65089.850000 sec): 3 clusters
  Score: Raw -20212.265093 + Penalty 2526.500100 = -17685.764993
  nChanged 4
		SP:Iteration 3Q (65089.860000 sec): 3 clusters
  Score: Raw -20258.175116 + Penalty 2526.500100 = -17731.675017
  nChanged 1
		SP:Iteration 4Q (65089.870000 sec): 3 clusters
  Score: Raw -20270.610553 + Penalty 2526.500100 = -17744.110454
  nChanged 1
		SP:Iteration 5Q (65089.880000 sec): 3 clusters
  Score: Raw -20293.986430 + Penalty 2526.500100 = -17767.486330
  nChanged 1
		SP:Iteration 6Q (65089.880000 sec): 3 clusters
  Score: Raw -20328.713066 + Penalty 2526.500100 = -17802.212966
  nChanged 1
		SP:Iteration 7Q (65089.890000 sec): 3 clusters
  Score: Raw -20343.330166 + Penalty 2526.500100 = -17816.830067
  nChanged 0
		SP:Iteration 8F (65089.900000 sec): 3 clusters
  Score: Raw -20343.330166 + Penalty 2526.500100 = -17816.830067
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 56 (3771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65089.980000 sec): 2 clusters
  Score: Raw -664268.234374 + Penalty 2042.303683 = -662225.930690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65090.150000 sec): 3 clusters
  Score: Raw -662590.241302 + Penalty 4084.607367 = -658505.633936
  nChanged 1363
		SP:Iteration 1F (65090.330000 sec): 3 clusters
  Score: Raw -663444.116415 + Penalty 4084.607367 = -659359.509048
  nChanged 301
		SP:Iteration 2F (65090.500000 sec): 3 clusters
  Score: Raw -663648.460322 + Penalty 4084.607367 = -659563.852955
  nChanged 197
		SP:Iteration 3F (65090.670000 sec): 3 clusters
  Score: Raw -663788.472107 + Penalty 4084.607367 = -659703.864740
  nChanged 154
		SP:Iteration 4Q (65090.850000 sec): 3 clusters
  Score: Raw -663886.397561 + Penalty 4084.607367 = -659801.790194
  nChanged 130
		SP:Iteration 5Q (65091.020000 sec): 3 clusters
  Score: Raw -663965.473298 + Penalty 4084.607367 = -659880.865931
  nChanged 109
		SP:Iteration 6Q (65091.190000 sec): 3 clusters
  Score: Raw -664029.669356 + Penalty 4084.607367 = -659945.061990
  nChanged 106
		SP:Iteration 7Q (65091.370000 sec): 3 clusters
  Score: Raw -664092.835060 + Penalty 4084.607367 = -660008.227693
  nChanged 94
		SP:Iteration 8Q (65091.540000 sec): 3 clusters
  Score: Raw -664148.464410 + Penalty 4084.607367 = -660063.857044
  nChanged 84
		SP:Iteration 9Q (65091.720000 sec): 3 clusters
  Score: Raw -664200.416517 + Penalty 4084.607367 = -660115.809150
  nChanged 93
		SP:Iteration 10Q (65091.890000 sec): 3 clusters
  Score: Raw -664254.542544 + Penalty 4084.607367 = -660169.935177
  nChanged 93
		SP:Iteration 11Q (65092.070000 sec): 3 clusters
  Score: Raw -664309.893299 + Penalty 4084.607367 = -660225.285932
  nChanged 82
		SP:Iteration 12Q (65092.240000 sec): 3 clusters
  Score: Raw -664357.050158 + Penalty 4084.607367 = -660272.442791
  nChanged 78
		SP:Iteration 13Q (65092.410000 sec): 3 clusters
  Score: Raw -664403.230333 + Penalty 4084.607367 = -660318.622967
  nChanged 71
		SP:Iteration 14Q (65092.590000 sec): 3 clusters
  Score: Raw -664448.743406 + Penalty 4084.607367 = -660364.136039
  nChanged 77
		SP:Iteration 15Q (65092.760000 sec): 3 clusters
  Score: Raw -664515.326256 + Penalty 4084.607367 = -660430.718889
  nChanged 92
		SP:Iteration 16Q (65092.930000 sec): 3 clusters
  Score: Raw -664588.021166 + Penalty 4084.607367 = -660503.413799
  nChanged 76
		SP:Iteration 17Q (65093.110000 sec): 3 clusters
  Score: Raw -664643.657376 + Penalty 4084.607367 = -660559.050009
  nChanged 63
		SP:Iteration 18Q (65093.280000 sec): 3 clusters
  Score: Raw -664685.313044 + Penalty 4084.607367 = -660600.705677
  nChanged 56
		SP:Iteration 19Q (65093.460000 sec): 3 clusters
  Score: Raw -664723.641978 + Penalty 4084.607367 = -660639.034612
  nChanged 41
		SP:Iteration 20F (65093.630000 sec): 3 clusters
  Score: Raw -664753.133718 + Penalty 4084.607367 = -660668.526351
  nChanged 36
		SP:Iteration 21Q (65093.810000 sec): 3 clusters
  Score: Raw -664772.383852 + Penalty 4084.607367 = -660687.776485
  nChanged 28
		SP:Iteration 22Q (65093.980000 sec): 3 clusters
  Score: Raw -664791.790882 + Penalty 4084.607367 = -660707.183515
  nChanged 22
		SP:Iteration 23Q (65094.150000 sec): 3 clusters
  Score: Raw -664806.512235 + Penalty 4084.607367 = -660721.904868
  nChanged 18
		SP:Iteration 24Q (65094.330000 sec): 3 clusters
  Score: Raw -664816.469853 + Penalty 4084.607367 = -660731.862487
  nChanged 15
		SP:Iteration 25Q (65094.500000 sec): 3 clusters
  Score: Raw -664826.054779 + Penalty 4084.607367 = -660741.447412
  nChanged 13
		SP:Iteration 26Q (65094.680000 sec): 3 clusters
  Score: Raw -664832.295131 + Penalty 4084.607367 = -660747.687765
  nChanged 8
		SP:Iteration 27Q (65094.850000 sec): 3 clusters
  Score: Raw -664837.248589 + Penalty 4084.607367 = -660752.641223
  nChanged 6
		SP:Iteration 28Q (65095.030000 sec): 3 clusters
  Score: Raw -664839.838339 + Penalty 4084.607367 = -660755.230972
  nChanged 3
		SP:Iteration 29Q (65095.200000 sec): 3 clusters
  Score: Raw -664842.397703 + Penalty 4084.607367 = -660757.790337
  nChanged 2
		SP:Iteration 30Q (65095.370000 sec): 3 clusters
  Score: Raw -664843.920346 + Penalty 4084.607367 = -660759.312979
  nChanged 1
		SP:Iteration 31Q (65095.550000 sec): 3 clusters
  Score: Raw -664844.306108 + Penalty 4084.607367 = -660759.698742
  nChanged 2
		SP:Iteration 32Q (65095.720000 sec): 3 clusters
  Score: Raw -664845.226558 + Penalty 4084.607367 = -660760.619192
  nChanged 2
		SP:Iteration 33Q (65095.900000 sec): 3 clusters
  Score: Raw -664846.231558 + Penalty 4084.607367 = -660761.624192
  nChanged 3
		SP:Iteration 34Q (65096.070000 sec): 3 clusters
  Score: Raw -664847.799957 + Penalty 4084.607367 = -660763.192590
  nChanged 4
		SP:Iteration 35Q (65096.250000 sec): 3 clusters
  Score: Raw -664850.024143 + Penalty 4084.607367 = -660765.416776
  nChanged 6
		SP:Iteration 36Q (65096.420000 sec): 3 clusters
  Score: Raw -664854.205478 + Penalty 4084.607367 = -660769.598111
  nChanged 7
		SP:Iteration 37Q (65096.590000 sec): 3 clusters
  Score: Raw -664856.917252 + Penalty 4084.607367 = -660772.309886
  nChanged 3
		SP:Iteration 38Q (65096.770000 sec): 3 clusters
  Score: Raw -664858.586081 + Penalty 4084.607367 = -660773.978714
  nChanged 2
		SP:Iteration 39Q (65096.940000 sec): 3 clusters
  Score: Raw -664859.579808 + Penalty 4084.607367 = -660774.972441
  nChanged 4
		SP:Iteration 40F (65097.120000 sec): 3 clusters
  Score: Raw -664861.355917 + Penalty 4084.607367 = -660776.748550
  nChanged 6
		SP:Iteration 41Q (65097.290000 sec): 3 clusters
  Score: Raw -664864.967854 + Penalty 4084.607367 = -660780.360488
  nChanged 5
		SP:Iteration 42Q (65097.470000 sec): 3 clusters
  Score: Raw -664869.177870 + Penalty 4084.607367 = -660784.570504
  nChanged 12
		SP:Iteration 43Q (65097.640000 sec): 3 clusters
  Score: Raw -664877.105444 + Penalty 4084.607367 = -660792.498077
  nChanged 12
		SP:Iteration 44Q (65097.810000 sec): 3 clusters
  Score: Raw -664882.935083 + Penalty 4084.607367 = -660798.327717
  nChanged 4
		SP:Iteration 45Q (65097.990000 sec): 3 clusters
  Score: Raw -664884.450810 + Penalty 4084.607367 = -660799.843443
  nChanged 6
		SP:Iteration 46Q (65098.160000 sec): 3 clusters
  Score: Raw -664886.459513 + Penalty 4084.607367 = -660801.852147
  nChanged 5
		SP:Iteration 47Q (65098.340000 sec): 3 clusters
  Score: Raw -664888.677350 + Penalty 4084.607367 = -660804.069983
  nChanged 8
		SP:Iteration 48Q (65098.510000 sec): 3 clusters
  Score: Raw -664893.270183 + Penalty 4084.607367 = -660808.662816
  nChanged 5
		SP:Iteration 49Q (65098.690000 sec): 3 clusters
  Score: Raw -664895.771103 + Penalty 4084.607367 = -660811.163736
  nChanged 6
		SP:Iteration 50Q (65098.860000 sec): 3 clusters
  Score: Raw -664898.015348 + Penalty 4084.607367 = -660813.407981
  nChanged 3
		SP:Iteration 51Q (65099.030000 sec): 3 clusters
  Score: Raw -664899.176689 + Penalty 4084.607367 = -660814.569322
  nChanged 1
		SP:Iteration 52Q (65099.210000 sec): 3 clusters
  Score: Raw -664899.636993 + Penalty 4084.607367 = -660815.029626
  nChanged 1
		SP:Iteration 53Q (65099.380000 sec): 3 clusters
  Score: Raw -664899.958484 + Penalty 4084.607367 = -660815.351118
  nChanged 0
		SP:Iteration 54F (65099.560000 sec): 3 clusters
  Score: Raw -664899.958484 + Penalty 4084.607367 = -660815.351118
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 57 (719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65099.640000 sec): 2 clusters
  Score: Raw -116458.906236 + Penalty 1631.309617 = -114827.596619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65099.820000 sec): 3 clusters
  Score: Raw -116388.049270 + Penalty 3262.619233 = -113125.430037
  nChanged 177
		SP:Iteration 1F (65099.990000 sec): 3 clusters
  Score: Raw -116686.963036 + Penalty 3262.619233 = -113424.343803
  nChanged 57
		SP:Iteration 2F (65100.170000 sec): 3 clusters
  Score: Raw -116812.488053 + Penalty 3262.619233 = -113549.868819
  nChanged 31
		SP:Iteration 3Q (65100.350000 sec): 3 clusters
  Score: Raw -116915.504751 + Penalty 3262.619233 = -113652.885518
  nChanged 21
		SP:Iteration 4Q (65100.520000 sec): 3 clusters
  Score: Raw -116966.146461 + Penalty 3262.619233 = -113703.527228
  nChanged 13
		SP:Iteration 5Q (65100.700000 sec): 3 clusters
  Score: Raw -116995.775478 + Penalty 3262.619233 = -113733.156244
  nChanged 11
		SP:Iteration 6Q (65100.870000 sec): 3 clusters
  Score: Raw -117020.494441 + Penalty 3262.619233 = -113757.875208
  nChanged 9
		SP:Iteration 7Q (65101.050000 sec): 3 clusters
  Score: Raw -117035.793378 + Penalty 3262.619233 = -113773.174145
  nChanged 6
		SP:Iteration 8Q (65101.140000 sec): 3 clusters
  Score: Raw -117048.480757 + Penalty 3262.619233 = -113785.861523
  nChanged 8
		SP:Iteration 9Q (65101.160000 sec): 3 clusters
  Score: Raw -117060.427763 + Penalty 3262.619233 = -113797.808529
  nChanged 2
		SP:Iteration 10Q (65101.170000 sec): 3 clusters
  Score: Raw -117064.905575 + Penalty 3262.619233 = -113802.286341
  nChanged 1
		SP:Iteration 11Q (65101.200000 sec): 3 clusters
  Score: Raw -117065.866875 + Penalty 3262.619233 = -113803.247641
  nChanged 0
		SP:Iteration 12F (65101.220000 sec): 3 clusters
  Score: Raw -117065.866875 + Penalty 3262.619233 = -113803.247641
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 58 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65101.250000 sec): 2 clusters
  Score: Raw -21644.510683 + Penalty 1260.188283 = -20384.322400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65101.260000 sec): 3 clusters
  Score: Raw -21898.806480 + Penalty 2520.376565 = -19378.429915
  nChanged 11
		SP:Iteration 1F (65101.270000 sec): 3 clusters
  Score: Raw -21967.046072 + Penalty 2520.376565 = -19446.669507
  nChanged 4
		SP:Iteration 2Q (65101.280000 sec): 3 clusters
  Score: Raw -22010.926345 + Penalty 2520.376565 = -19490.549780
  nChanged 2
		SP:Iteration 3Q (65101.290000 sec): 3 clusters
  Score: Raw -22022.516426 + Penalty 2520.376565 = -19502.139861
  nChanged 0
		SP:Iteration 4F (65101.290000 sec): 3 clusters
  Score: Raw -22022.516426 + Penalty 2520.376565 = -19502.139861
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 59 (477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65101.320000 sec): 2 clusters
  Score: Raw -56021.172645 + Penalty 1529.544090 = -54491.628555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65101.350000 sec): 3 clusters
  Score: Raw -56150.858349 + Penalty 3059.088179 = -53091.770170
  nChanged 114
		SP:Iteration 1F (65101.370000 sec): 3 clusters
  Score: Raw -56420.970691 + Penalty 3059.088179 = -53361.882512
  nChanged 35
		SP:Iteration 2F (65101.390000 sec): 3 clusters
  Score: Raw -56529.408020 + Penalty 3059.088179 = -53470.319841
  nChanged 35
		SP:Iteration 3F (65101.410000 sec): 3 clusters
  Score: Raw -56623.930148 + Penalty 3059.088179 = -53564.841968
  nChanged 25
		SP:Iteration 4F (65101.440000 sec): 3 clusters
  Score: Raw -56709.621658 + Penalty 3059.088179 = -53650.533478
  nChanged 14
		SP:Iteration 5Q (65101.460000 sec): 3 clusters
  Score: Raw -56747.062522 + Penalty 3059.088179 = -53687.974343
  nChanged 9
		SP:Iteration 6Q (65101.480000 sec): 3 clusters
  Score: Raw -56787.653208 + Penalty 3059.088179 = -53728.565029
  nChanged 4
		SP:Iteration 7Q (65101.510000 sec): 3 clusters
  Score: Raw -56796.364750 + Penalty 3059.088179 = -53737.276571
  nChanged 0
		SP:Iteration 8F (65101.530000 sec): 3 clusters
  Score: Raw -56796.364750 + Penalty 3059.088179 = -53737.276571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 60 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65101.560000 sec): 2 clusters
  Score: Raw -52713.417721 + Penalty 1472.508979 = -51240.908742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65101.570000 sec): 3 clusters
  Score: Raw -52924.727354 + Penalty 2945.017958 = -49979.709396
  nChanged 89
		SP:Iteration 1F (65101.590000 sec): 3 clusters
  Score: Raw -53258.608782 + Penalty 2945.017958 = -50313.590824
  nChanged 37
		SP:Iteration 2F (65101.610000 sec): 3 clusters
  Score: Raw -53456.035853 + Penalty 2945.017958 = -50511.017896
  nChanged 9
		SP:Iteration 3Q (65101.620000 sec): 3 clusters
  Score: Raw -53491.177800 + Penalty 2945.017958 = -50546.159842
  nChanged 6
		SP:Iteration 4Q (65101.640000 sec): 3 clusters
  Score: Raw -53501.990939 + Penalty 2945.017958 = -50556.972982
  nChanged 2
		SP:Iteration 5Q (65101.650000 sec): 3 clusters
  Score: Raw -53505.708399 + Penalty 2945.017958 = -50560.690441
  nChanged 2
		SP:Iteration 6Q (65101.670000 sec): 3 clusters
  Score: Raw -53508.500116 + Penalty 2945.017958 = -50563.482158
  nChanged 2
		SP:Iteration 7Q (65101.680000 sec): 3 clusters
  Score: Raw -53513.244067 + Penalty 2945.017958 = -50568.226110
  nChanged 2
		SP:Iteration 8Q (65101.700000 sec): 3 clusters
  Score: Raw -53515.494671 + Penalty 2945.017958 = -50570.476714
  nChanged 0
		SP:Iteration 9F (65101.710000 sec): 3 clusters
  Score: Raw -53515.494671 + Penalty 2945.017958 = -50570.476714
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 61 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65101.740000 sec): 2 clusters
  Score: Raw -17935.181338 + Penalty 1280.866922 = -16654.314417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65101.750000 sec): 3 clusters
  Score: Raw -18253.631497 + Penalty 2561.733843 = -15691.897654
  nChanged 34
		SP:Iteration 1F (65101.750000 sec): 3 clusters
  Score: Raw -18446.196416 + Penalty 2561.733843 = -15884.462573
  nChanged 9
		SP:Iteration 2F (65101.760000 sec): 3 clusters
  Score: Raw -18512.193793 + Penalty 2561.733843 = -15950.459950
  nChanged 3
		SP:Iteration 3Q (65101.770000 sec): 3 clusters
  Score: Raw -18537.077980 + Penalty 2561.733843 = -15975.344137
  nChanged 1
		SP:Iteration 4Q (65101.770000 sec): 3 clusters
  Score: Raw -18576.972587 + Penalty 2561.733843 = -16015.238744
  nChanged 1
		SP:Iteration 5Q (65101.780000 sec): 3 clusters
  Score: Raw -18581.146701 + Penalty 2561.733843 = -16019.412858
  nChanged 0
		SP:Iteration 6F (65101.790000 sec): 3 clusters
  Score: Raw -18581.146701 + Penalty 2561.733843 = -16019.412858
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 63 (1457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65101.850000 sec): 2 clusters
  Score: Raw -246698.226417 + Penalty 1806.465432 = -244891.760985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65101.890000 sec): 3 clusters
  Score: Raw -246269.763451 + Penalty 3612.930864 = -242656.832587
  nChanged 453
		SP:Iteration 1F (65101.930000 sec): 3 clusters
  Score: Raw -246761.655764 + Penalty 3612.930864 = -243148.724901
  nChanged 124
		SP:Iteration 2F (65101.970000 sec): 3 clusters
  Score: Raw -246935.934855 + Penalty 3612.930864 = -243323.003991
  nChanged 80
		SP:Iteration 3F (65102.010000 sec): 3 clusters
  Score: Raw -247093.612934 + Penalty 3612.930864 = -243480.682070
  nChanged 100
		SP:Iteration 4F (65102.050000 sec): 3 clusters
  Score: Raw -247256.840922 + Penalty 3612.930864 = -243643.910058
  nChanged 61
		SP:Iteration 5Q (65102.090000 sec): 3 clusters
  Score: Raw -247354.881115 + Penalty 3612.930864 = -243741.950252
  nChanged 45
		SP:Iteration 6Q (65102.130000 sec): 3 clusters
  Score: Raw -247429.768467 + Penalty 3612.930864 = -243816.837603
  nChanged 36
		SP:Iteration 7Q (65102.170000 sec): 3 clusters
  Score: Raw -247496.541955 + Penalty 3612.930864 = -243883.611092
  nChanged 34
		SP:Iteration 8Q (65102.210000 sec): 3 clusters
  Score: Raw -247553.490680 + Penalty 3612.930864 = -243940.559817
  nChanged 21
		SP:Iteration 9Q (65102.250000 sec): 3 clusters
  Score: Raw -247575.003346 + Penalty 3612.930864 = -243962.072483
  nChanged 13
		SP:Iteration 10Q (65102.290000 sec): 3 clusters
  Score: Raw -247588.992634 + Penalty 3612.930864 = -243976.061770
  nChanged 12
		SP:Iteration 11Q (65102.330000 sec): 3 clusters
  Score: Raw -247600.041703 + Penalty 3612.930864 = -243987.110839
  nChanged 3
		SP:Iteration 12Q (65102.370000 sec): 3 clusters
  Score: Raw -247603.246460 + Penalty 3612.930864 = -243990.315596
  nChanged 2
		SP:Iteration 13Q (65102.410000 sec): 3 clusters
  Score: Raw -247605.084639 + Penalty 3612.930864 = -243992.153776
  nChanged 0
		SP:Iteration 14F (65102.450000 sec): 3 clusters
  Score: Raw -247605.084639 + Penalty 3612.930864 = -243992.153776
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 64 (143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65102.480000 sec): 2 clusters
  Score: Raw -12780.832569 + Penalty 1230.785468 = -11550.047101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65102.490000 sec): 3 clusters
  Score: Raw -13204.741973 + Penalty 2461.570937 = -10743.171036
  nChanged 14
		SP:Iteration 1F (65102.500000 sec): 3 clusters
  Score: Raw -13284.094207 + Penalty 2461.570937 = -10822.523271
  nChanged 1
		SP:Iteration 2Q (65102.510000 sec): 3 clusters
  Score: Raw -13286.566853 + Penalty 2461.570937 = -10824.995917
  nChanged 0
		SP:Iteration 3F (65102.510000 sec): 3 clusters
  Score: Raw -13286.566853 + Penalty 2461.570937 = -10824.995917
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 65 (900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65102.560000 sec): 2 clusters
  Score: Raw -148049.096035 + Penalty 1686.993901 = -146362.102134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65102.590000 sec): 3 clusters
  Score: Raw -148005.013505 + Penalty 3373.987803 = -144631.025703
  nChanged 263
		SP:Iteration 1F (65102.620000 sec): 3 clusters
  Score: Raw -148747.540663 + Penalty 3373.987803 = -145373.552860
  nChanged 117
		SP:Iteration 2F (65102.650000 sec): 3 clusters
  Score: Raw -149212.730232 + Penalty 3373.987803 = -145838.742429
  nChanged 50
		SP:Iteration 3F (65102.690000 sec): 3 clusters
  Score: Raw -149378.208680 + Penalty 3373.987803 = -146004.220878
  nChanged 31
		SP:Iteration 4Q (65102.710000 sec): 3 clusters
  Score: Raw -149476.338174 + Penalty 3373.987803 = -146102.350372
  nChanged 14
		SP:Iteration 5Q (65102.750000 sec): 3 clusters
  Score: Raw -149521.876191 + Penalty 3373.987803 = -146147.888388
  nChanged 13
		SP:Iteration 6Q (65102.780000 sec): 3 clusters
  Score: Raw -149553.497350 + Penalty 3373.987803 = -146179.509547
  nChanged 10
		SP:Iteration 7Q (65102.810000 sec): 3 clusters
  Score: Raw -149577.049703 + Penalty 3373.987803 = -146203.061900
  nChanged 10
		SP:Iteration 8Q (65102.840000 sec): 3 clusters
  Score: Raw -149601.000301 + Penalty 3373.987803 = -146227.012499
  nChanged 12
		SP:Iteration 9Q (65102.870000 sec): 3 clusters
  Score: Raw -149630.592341 + Penalty 3373.987803 = -146256.604539
  nChanged 13
		SP:Iteration 10Q (65102.900000 sec): 3 clusters
  Score: Raw -149666.809412 + Penalty 3373.987803 = -146292.821609
  nChanged 9
		SP:Iteration 11Q (65102.930000 sec): 3 clusters
  Score: Raw -149695.772101 + Penalty 3373.987803 = -146321.784299
  nChanged 10
		SP:Iteration 12Q (65102.960000 sec): 3 clusters
  Score: Raw -149718.704832 + Penalty 3373.987803 = -146344.717029
  nChanged 9
		SP:Iteration 13Q (65102.990000 sec): 3 clusters
  Score: Raw -149742.496103 + Penalty 3373.987803 = -146368.508300
  nChanged 7
		SP:Iteration 14Q (65103.020000 sec): 3 clusters
  Score: Raw -149757.988604 + Penalty 3373.987803 = -146384.000801
  nChanged 1
		SP:Iteration 15Q (65103.050000 sec): 3 clusters
  Score: Raw -149760.323630 + Penalty 3373.987803 = -146386.335828
  nChanged 5
		SP:Iteration 16Q (65103.070000 sec): 3 clusters
  Score: Raw -149772.198825 + Penalty 3373.987803 = -146398.211022
  nChanged 6
		SP:Iteration 17Q (65103.110000 sec): 3 clusters
  Score: Raw -149787.356015 + Penalty 3373.987803 = -146413.368213
  nChanged 1
		SP:Iteration 18Q (65103.130000 sec): 3 clusters
  Score: Raw -149791.200229 + Penalty 3373.987803 = -146417.212426
  nChanged 2
		SP:Iteration 19Q (65103.170000 sec): 3 clusters
  Score: Raw -149800.146683 + Penalty 3373.987803 = -146426.158880
  nChanged 2
		SP:Iteration 20F (65103.190000 sec): 3 clusters
  Score: Raw -149804.490760 + Penalty 3373.987803 = -146430.502958
  nChanged 2
		SP:Iteration 21Q (65103.230000 sec): 3 clusters
  Score: Raw -149809.529533 + Penalty 3373.987803 = -146435.541731
  nChanged 1
		SP:Iteration 22Q (65103.250000 sec): 3 clusters
  Score: Raw -149811.127233 + Penalty 3373.987803 = -146437.139430
  nChanged 0
		SP:Iteration 23F (65103.290000 sec): 3 clusters
  Score: Raw -149811.127233 + Penalty 3373.987803 = -146437.139430
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Deleting Class 62 (37 points): Lose 1172.155418 but Gain 3262.464713
Iteration 253F (65224.230000 sec): 66 clusters
  Score: Raw -91495930.657785 + Penalty 212060.206365 = -91283870.451420
  nChanged 92
Deleting Class 65 (475 points): Lose 3258.105806 but Gain 3262.464713
Iteration 254F (65341.770000 sec): 65 clusters
  Score: Raw -91493364.975742 + Penalty 208797.741651 = -91284567.234091
  nChanged 474
Iteration 255Q (65421.900000 sec): 65 clusters
  Score: Raw -91494613.269339 + Penalty 208797.741651 = -91285815.527688
  nChanged 32
Iteration 256Q (65499.070000 sec): 65 clusters
  Score: Raw -91494633.767801 + Penalty 208797.741651 = -91285836.026149
  nChanged 6
Iteration 257Q (65578.780000 sec): 65 clusters
  Score: Raw -91494642.737361 + Penalty 208797.741651 = -91285844.995710
  nChanged 4
Iteration 258Q (65659.680000 sec): 65 clusters
  Score: Raw -91494648.388046 + Penalty 208797.741651 = -91285850.646394
  nChanged 4
Writing temp clu file 
Because OldScore, -91285844.995710, is greater than current (better) Score,-91285850.646394 
 Compute initial score before splitting:   Score: Raw -91494648.388046 + Penalty 208797.741651 = -91285850.646394
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65659.780000 sec): 2 clusters
  Score: Raw -111511.046573 + Penalty 1587.675465 = -109923.371109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65659.950000 sec): 3 clusters
  Score: Raw -111517.973697 + Penalty 3175.350930 = -108342.622768
  nChanged 123
		SP:Iteration 1F (65660.130000 sec): 3 clusters
  Score: Raw -111744.000460 + Penalty 3175.350930 = -108568.649530
  nChanged 33
		SP:Iteration 2F (65660.300000 sec): 3 clusters
  Score: Raw -111819.427508 + Penalty 3175.350930 = -108644.076578
  nChanged 18
		SP:Iteration 3Q (65660.480000 sec): 3 clusters
  Score: Raw -111856.257167 + Penalty 3175.350930 = -108680.906237
  nChanged 11
		SP:Iteration 4Q (65660.650000 sec): 3 clusters
  Score: Raw -111875.196340 + Penalty 3175.350930 = -108699.845410
  nChanged 9
		SP:Iteration 5Q (65660.830000 sec): 3 clusters
  Score: Raw -111893.758338 + Penalty 3175.350930 = -108718.407408
  nChanged 2
		SP:Iteration 6Q (65661.000000 sec): 3 clusters
  Score: Raw -111899.109575 + Penalty 3175.350930 = -108723.758645
  nChanged 1
		SP:Iteration 7Q (65661.180000 sec): 3 clusters
  Score: Raw -111899.709887 + Penalty 3175.350930 = -108724.358958
  nChanged 1
		SP:Iteration 8Q (65661.350000 sec): 3 clusters
  Score: Raw -111904.021133 + Penalty 3175.350930 = -108728.670203
  nChanged 0
		SP:Iteration 9F (65661.530000 sec): 3 clusters
  Score: Raw -111904.021133 + Penalty 3175.350930 = -108728.670203
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 2 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65661.620000 sec): 2 clusters
  Score: Raw -34367.774686 + Penalty 1396.540522 = -32971.234164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65661.790000 sec): 3 clusters
  Score: Raw -34549.075019 + Penalty 2793.081044 = -31755.993976
  nChanged 41
		SP:Iteration 1F (65661.970000 sec): 3 clusters
  Score: Raw -34674.124297 + Penalty 2793.081044 = -31881.043254
  nChanged 15
		SP:Iteration 2F (65662.150000 sec): 3 clusters
  Score: Raw -34717.396035 + Penalty 2793.081044 = -31924.314991
  nChanged 11
		SP:Iteration 3Q (65662.320000 sec): 3 clusters
  Score: Raw -34774.635895 + Penalty 2793.081044 = -31981.554852
  nChanged 8
		SP:Iteration 4Q (65662.510000 sec): 3 clusters
  Score: Raw -34816.783420 + Penalty 2793.081044 = -32023.702376
  nChanged 5
		SP:Iteration 5Q (65662.670000 sec): 3 clusters
  Score: Raw -34864.008484 + Penalty 2793.081044 = -32070.927440
  nChanged 0
		SP:Iteration 6F (65662.850000 sec): 3 clusters
  Score: Raw -34864.008484 + Penalty 2793.081044 = -32070.927440
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 3 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65662.940000 sec): 2 clusters
  Score: Raw -39795.050187 + Penalty 1379.049044 = -38416.001142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65663.110000 sec): 3 clusters
  Score: Raw -39992.713899 + Penalty 2758.098089 = -37234.615810
  nChanged 27
		SP:Iteration 1F (65663.290000 sec): 3 clusters
  Score: Raw -40097.452934 + Penalty 2758.098089 = -37339.354845
  nChanged 2
		SP:Iteration 2Q (65663.470000 sec): 3 clusters
  Score: Raw -40102.471374 + Penalty 2758.098089 = -37344.373285
  nChanged 1
		SP:Iteration 3Q (65663.640000 sec): 3 clusters
  Score: Raw -40106.831291 + Penalty 2758.098089 = -37348.733202
  nChanged 0
		SP:Iteration 4F (65663.820000 sec): 3 clusters
  Score: Raw -40106.831291 + Penalty 2758.098089 = -37348.733202
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65663.910000 sec): 2 clusters
  Score: Raw -171657.408359 + Penalty 1717.303874 = -169940.104485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65664.080000 sec): 3 clusters
  Score: Raw -171414.911590 + Penalty 3434.607748 = -167980.303842
  nChanged 259
		SP:Iteration 1F (65664.260000 sec): 3 clusters
  Score: Raw -171711.261284 + Penalty 3434.607748 = -168276.653536
  nChanged 62
		SP:Iteration 2F (65664.430000 sec): 3 clusters
  Score: Raw -171793.955021 + Penalty 3434.607748 = -168359.347272
  nChanged 34
		SP:Iteration 3Q (65664.620000 sec): 3 clusters
  Score: Raw -171835.186982 + Penalty 3434.607748 = -168400.579234
  nChanged 23
		SP:Iteration 4Q (65664.640000 sec): 3 clusters
  Score: Raw -171861.190279 + Penalty 3434.607748 = -168426.582530
  nChanged 16
		SP:Iteration 5Q (65664.670000 sec): 3 clusters
  Score: Raw -171879.301747 + Penalty 3434.607748 = -168444.693998
  nChanged 11
		SP:Iteration 6Q (65664.700000 sec): 3 clusters
  Score: Raw -171891.339337 + Penalty 3434.607748 = -168456.731589
  nChanged 8
		SP:Iteration 7Q (65664.730000 sec): 3 clusters
  Score: Raw -171898.534559 + Penalty 3434.607748 = -168463.926810
  nChanged 4
		SP:Iteration 8Q (65664.770000 sec): 3 clusters
  Score: Raw -171903.984469 + Penalty 3434.607748 = -168469.376720
  nChanged 7
		SP:Iteration 9Q (65664.800000 sec): 3 clusters
  Score: Raw -171915.369294 + Penalty 3434.607748 = -168480.761545
  nChanged 6
		SP:Iteration 10Q (65664.830000 sec): 3 clusters
  Score: Raw -171925.724727 + Penalty 3434.607748 = -168491.116979
  nChanged 9
		SP:Iteration 11Q (65664.870000 sec): 3 clusters
  Score: Raw -171936.510063 + Penalty 3434.607748 = -168501.902315
  nChanged 7
		SP:Iteration 12Q (65664.900000 sec): 3 clusters
  Score: Raw -171944.976224 + Penalty 3434.607748 = -168510.368476
  nChanged 5
		SP:Iteration 13Q (65664.930000 sec): 3 clusters
  Score: Raw -171951.295535 + Penalty 3434.607748 = -168516.687787
  nChanged 4
		SP:Iteration 14Q (65664.960000 sec): 3 clusters
  Score: Raw -171961.256736 + Penalty 3434.607748 = -168526.648988
  nChanged 9
		SP:Iteration 15Q (65664.990000 sec): 3 clusters
  Score: Raw -171972.550841 + Penalty 3434.607748 = -168537.943092
  nChanged 4
		SP:Iteration 16Q (65665.030000 sec): 3 clusters
  Score: Raw -171975.966440 + Penalty 3434.607748 = -168541.358691
  nChanged 0
		SP:Iteration 17F (65665.060000 sec): 3 clusters
  Score: Raw -171975.966440 + Penalty 3434.607748 = -168541.358691
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 5 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65665.090000 sec): 2 clusters
  Score: Raw -38023.663419 + Penalty 1357.123127 = -36666.540292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65665.090000 sec): 3 clusters
  Score: Raw -38272.316271 + Penalty 2714.246254 = -35558.070017
  nChanged 36
		SP:Iteration 1F (65665.100000 sec): 3 clusters
  Score: Raw -38367.026396 + Penalty 2714.246254 = -35652.780142
  nChanged 9
		SP:Iteration 2Q (65665.110000 sec): 3 clusters
  Score: Raw -38382.220591 + Penalty 2714.246254 = -35667.974337
  nChanged 2
		SP:Iteration 3Q (65665.120000 sec): 3 clusters
  Score: Raw -38384.608927 + Penalty 2714.246254 = -35670.362673
  nChanged 1
		SP:Iteration 4Q (65665.130000 sec): 3 clusters
  Score: Raw -38385.880161 + Penalty 2714.246254 = -35671.633907
  nChanged 0
		SP:Iteration 5F (65665.130000 sec): 3 clusters
  Score: Raw -38385.880161 + Penalty 2714.246254 = -35671.633907
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 6 (421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65665.170000 sec): 2 clusters
  Score: Raw -68665.028106 + Penalty 1498.572943 = -67166.455163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65665.190000 sec): 3 clusters
  Score: Raw -68750.609140 + Penalty 2997.145886 = -65753.463254
  nChanged 81
		SP:Iteration 1F (65665.200000 sec): 3 clusters
  Score: Raw -68942.230972 + Penalty 2997.145886 = -65945.085086
  nChanged 19
		SP:Iteration 2Q (65665.220000 sec): 3 clusters
  Score: Raw -69001.325531 + Penalty 2997.145886 = -66004.179645
  nChanged 14
		SP:Iteration 3Q (65665.230000 sec): 3 clusters
  Score: Raw -69038.535726 + Penalty 2997.145886 = -66041.389841
  nChanged 6
		SP:Iteration 4Q (65665.250000 sec): 3 clusters
  Score: Raw -69049.872927 + Penalty 2997.145886 = -66052.727042
  nChanged 1
		SP:Iteration 5Q (65665.270000 sec): 3 clusters
  Score: Raw -69050.638609 + Penalty 2997.145886 = -66053.492723
  nChanged 1
		SP:Iteration 6Q (65665.280000 sec): 3 clusters
  Score: Raw -69053.069417 + Penalty 2997.145886 = -66055.923531
  nChanged 0
		SP:Iteration 7F (65665.300000 sec): 3 clusters
  Score: Raw -69053.069417 + Penalty 2997.145886 = -66055.923531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (3744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65665.380000 sec): 2 clusters
  Score: Raw -660244.541272 + Penalty 2040.521640 = -658204.019632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65665.470000 sec): 3 clusters
  Score: Raw -658550.070883 + Penalty 4081.043279 = -654469.027603
  nChanged 1365
		SP:Iteration 1F (65665.560000 sec): 3 clusters
  Score: Raw -659378.974129 + Penalty 4081.043279 = -655297.930849
  nChanged 294
		SP:Iteration 2F (65665.750000 sec): 3 clusters
  Score: Raw -659575.418450 + Penalty 4081.043279 = -655494.375171
  nChanged 182
		SP:Iteration 3Q (65665.920000 sec): 3 clusters
  Score: Raw -659712.051927 + Penalty 4081.043279 = -655631.008647
  nChanged 143
		SP:Iteration 4Q (65666.090000 sec): 3 clusters
  Score: Raw -659792.188350 + Penalty 4081.043279 = -655711.145071
  nChanged 107
		SP:Iteration 5Q (65666.270000 sec): 3 clusters
  Score: Raw -659860.926357 + Penalty 4081.043279 = -655779.883077
  nChanged 81
		SP:Iteration 6Q (65666.440000 sec): 3 clusters
  Score: Raw -659906.413480 + Penalty 4081.043279 = -655825.370200
  nChanged 75
		SP:Iteration 7Q (65666.660000 sec): 3 clusters
  Score: Raw -659948.110271 + Penalty 4081.043279 = -655867.066992
  nChanged 67
		SP:Iteration 8Q (65666.720000 sec): 3 clusters
  Score: Raw -659979.882436 + Penalty 4081.043279 = -655898.839157
  nChanged 63
		SP:Iteration 9Q (65666.820000 sec): 3 clusters
  Score: Raw -660011.415348 + Penalty 4081.043279 = -655930.372068
  nChanged 55
		SP:Iteration 10Q (65666.910000 sec): 3 clusters
  Score: Raw -660034.881059 + Penalty 4081.043279 = -655953.837779
  nChanged 28
		SP:Iteration 11Q (65667.110000 sec): 3 clusters
  Score: Raw -660044.745447 + Penalty 4081.043279 = -655963.702167
  nChanged 41
		SP:Iteration 12Q (65667.200000 sec): 3 clusters
  Score: Raw -660062.453372 + Penalty 4081.043279 = -655981.410092
  nChanged 41
		SP:Iteration 13Q (65667.410000 sec): 3 clusters
  Score: Raw -660080.021319 + Penalty 4081.043279 = -655998.978039
  nChanged 42
		SP:Iteration 14Q (65667.590000 sec): 3 clusters
  Score: Raw -660098.972255 + Penalty 4081.043279 = -656017.928975
  nChanged 35
		SP:Iteration 15Q (65667.730000 sec): 3 clusters
  Score: Raw -660114.712303 + Penalty 4081.043279 = -656033.669023
  nChanged 36
		SP:Iteration 16Q (65667.910000 sec): 3 clusters
  Score: Raw -660134.673136 + Penalty 4081.043279 = -656053.629857
  nChanged 39
		SP:Iteration 17Q (65668.080000 sec): 3 clusters
  Score: Raw -660152.916997 + Penalty 4081.043279 = -656071.873718
  nChanged 42
		SP:Iteration 18Q (65668.250000 sec): 3 clusters
  Score: Raw -660172.550483 + Penalty 4081.043279 = -656091.507203
  nChanged 38
		SP:Iteration 19Q (65668.430000 sec): 3 clusters
  Score: Raw -660189.320120 + Penalty 4081.043279 = -656108.276840
  nChanged 33
		SP:Iteration 20F (65668.600000 sec): 3 clusters
  Score: Raw -660203.896806 + Penalty 4081.043279 = -656122.853526
  nChanged 31
		SP:Iteration 21Q (65668.770000 sec): 3 clusters
  Score: Raw -660217.015056 + Penalty 4081.043279 = -656135.971777
  nChanged 30
		SP:Iteration 22Q (65668.950000 sec): 3 clusters
  Score: Raw -660233.476164 + Penalty 4081.043279 = -656152.432885
  nChanged 37
		SP:Iteration 23Q (65669.050000 sec): 3 clusters
  Score: Raw -660254.850341 + Penalty 4081.043279 = -656173.807062
  nChanged 50
		SP:Iteration 24Q (65669.150000 sec): 3 clusters
  Score: Raw -660278.025481 + Penalty 4081.043279 = -656196.982202
  nChanged 32
		SP:Iteration 25Q (65669.230000 sec): 3 clusters
  Score: Raw -660294.932817 + Penalty 4081.043279 = -656213.889538
  nChanged 32
		SP:Iteration 26Q (65669.330000 sec): 3 clusters
  Score: Raw -660310.447198 + Penalty 4081.043279 = -656229.403918
  nChanged 22
		SP:Iteration 27Q (65669.410000 sec): 3 clusters
  Score: Raw -660318.494336 + Penalty 4081.043279 = -656237.451057
  nChanged 16
		SP:Iteration 28Q (65669.510000 sec): 3 clusters
  Score: Raw -660324.424079 + Penalty 4081.043279 = -656243.380800
  nChanged 12
		SP:Iteration 29Q (65669.590000 sec): 3 clusters
  Score: Raw -660329.882958 + Penalty 4081.043279 = -656248.839678
  nChanged 16
		SP:Iteration 30Q (65669.790000 sec): 3 clusters
  Score: Raw -660337.865580 + Penalty 4081.043279 = -656256.822301
  nChanged 17
		SP:Iteration 31Q (65669.970000 sec): 3 clusters
  Score: Raw -660345.044187 + Penalty 4081.043279 = -656264.000908
  nChanged 18
		SP:Iteration 32Q (65670.060000 sec): 3 clusters
  Score: Raw -660355.436731 + Penalty 4081.043279 = -656274.393452
  nChanged 23
		SP:Iteration 33Q (65670.150000 sec): 3 clusters
  Score: Raw -660367.941572 + Penalty 4081.043279 = -656286.898292
  nChanged 21
		SP:Iteration 34Q (65670.250000 sec): 3 clusters
  Score: Raw -660379.727284 + Penalty 4081.043279 = -656298.684005
  nChanged 20
		SP:Iteration 35Q (65670.340000 sec): 3 clusters
  Score: Raw -660388.917913 + Penalty 4081.043279 = -656307.874634
  nChanged 12
		SP:Iteration 36Q (65670.540000 sec): 3 clusters
  Score: Raw -660394.289721 + Penalty 4081.043279 = -656313.246442
  nChanged 15
		SP:Iteration 37Q (65670.750000 sec): 3 clusters
  Score: Raw -660400.756890 + Penalty 4081.043279 = -656319.713610
  nChanged 12
		SP:Iteration 38Q (65670.930000 sec): 3 clusters
  Score: Raw -660407.717839 + Penalty 4081.043279 = -656326.674559
  nChanged 13
		SP:Iteration 39Q (65671.080000 sec): 3 clusters
  Score: Raw -660412.881066 + Penalty 4081.043279 = -656331.837786
  nChanged 9
		SP:Iteration 40F (65671.250000 sec): 3 clusters
  Score: Raw -660418.437085 + Penalty 4081.043279 = -656337.393805
  nChanged 9
		SP:Iteration 41Q (65671.430000 sec): 3 clusters
  Score: Raw -660422.470528 + Penalty 4081.043279 = -656341.427249
  nChanged 11
		SP:Iteration 42Q (65671.600000 sec): 3 clusters
  Score: Raw -660427.595382 + Penalty 4081.043279 = -656346.552102
  nChanged 15
		SP:Iteration 43Q (65671.770000 sec): 3 clusters
  Score: Raw -660434.576336 + Penalty 4081.043279 = -656353.533056
  nChanged 11
		SP:Iteration 44Q (65671.950000 sec): 3 clusters
  Score: Raw -660438.897720 + Penalty 4081.043279 = -656357.854440
  nChanged 10
		SP:Iteration 45Q (65672.170000 sec): 3 clusters
  Score: Raw -660443.290143 + Penalty 4081.043279 = -656362.246863
  nChanged 9
		SP:Iteration 46Q (65672.350000 sec): 3 clusters
  Score: Raw -660448.488731 + Penalty 4081.043279 = -656367.445452
  nChanged 12
		SP:Iteration 47Q (65672.490000 sec): 3 clusters
  Score: Raw -660454.721292 + Penalty 4081.043279 = -656373.678013
  nChanged 10
		SP:Iteration 48Q (65672.670000 sec): 3 clusters
  Score: Raw -660461.241522 + Penalty 4081.043279 = -656380.198243
  nChanged 8
		SP:Iteration 49Q (65672.840000 sec): 3 clusters
  Score: Raw -660464.219811 + Penalty 4081.043279 = -656383.176532
  nChanged 4
		SP:Iteration 50Q (65673.020000 sec): 3 clusters
  Score: Raw -660466.998220 + Penalty 4081.043279 = -656385.954940
  nChanged 3
		SP:Iteration 51Q (65673.190000 sec): 3 clusters
  Score: Raw -660468.293679 + Penalty 4081.043279 = -656387.250399
  nChanged 5
		SP:Iteration 52Q (65673.370000 sec): 3 clusters
  Score: Raw -660470.684406 + Penalty 4081.043279 = -656389.641127
  nChanged 4
		SP:Iteration 53Q (65673.560000 sec): 3 clusters
  Score: Raw -660472.777554 + Penalty 4081.043279 = -656391.734275
  nChanged 6
		SP:Iteration 54Q (65673.760000 sec): 3 clusters
  Score: Raw -660475.912650 + Penalty 4081.043279 = -656394.869370
  nChanged 7
		SP:Iteration 55Q (65673.930000 sec): 3 clusters
  Score: Raw -660478.906493 + Penalty 4081.043279 = -656397.863213
  nChanged 10
		SP:Iteration 56Q (65674.110000 sec): 3 clusters
  Score: Raw -660484.411444 + Penalty 4081.043279 = -656403.368165
  nChanged 5
		SP:Iteration 57Q (65674.280000 sec): 3 clusters
  Score: Raw -660488.050708 + Penalty 4081.043279 = -656407.007429
  nChanged 7
		SP:Iteration 58Q (65674.460000 sec): 3 clusters
  Score: Raw -660491.768819 + Penalty 4081.043279 = -656410.725540
  nChanged 3
		SP:Iteration 59Q (65674.630000 sec): 3 clusters
  Score: Raw -660494.395387 + Penalty 4081.043279 = -656413.352107
  nChanged 3
		SP:Iteration 60F (65674.810000 sec): 3 clusters
  Score: Raw -660495.666221 + Penalty 4081.043279 = -656414.622942
  nChanged 2
		SP:Iteration 61Q (65674.980000 sec): 3 clusters
  Score: Raw -660496.868566 + Penalty 4081.043279 = -656415.825286
  nChanged 2
		SP:Iteration 62Q (65675.160000 sec): 3 clusters
  Score: Raw -660498.275708 + Penalty 4081.043279 = -656417.232428
  nChanged 4
		SP:Iteration 63Q (65675.330000 sec): 3 clusters
  Score: Raw -660500.047636 + Penalty 4081.043279 = -656419.004357
  nChanged 1
		SP:Iteration 64Q (65675.510000 sec): 3 clusters
  Score: Raw -660500.238904 + Penalty 4081.043279 = -656419.195624
  nChanged 0
		SP:Iteration 65F (65675.680000 sec): 3 clusters
  Score: Raw -660500.238904 + Penalty 4081.043279 = -656419.195624
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 8 (95283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65676.410000 sec): 2 clusters
  Score: Raw -16975724.818012 + Penalty 2843.222459 = -16972881.595553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65677.450000 sec): 3 clusters
  Score: Raw -16914847.671948 + Penalty 5686.444918 = -16909161.227030
  nChanged 44922
		SP:Iteration 1F (65678.570000 sec): 3 clusters
  Score: Raw -16940143.630189 + Penalty 5686.444918 = -16934457.185271
  nChanged 3087
		SP:Iteration 2Q (65679.710000 sec): 3 clusters
  Score: Raw -16940808.509104 + Penalty 5686.444918 = -16935122.064186
  nChanged 2956
		SP:Iteration 3Q (65680.740000 sec): 3 clusters
  Score: Raw -16941428.407216 + Penalty 5686.444918 = -16935741.962298
  nChanged 2845
		SP:Iteration 4Q (65681.790000 sec): 3 clusters
  Score: Raw -16942074.704177 + Penalty 5686.444918 = -16936388.259259
  nChanged 3088
		SP:Iteration 5Q (65682.890000 sec): 3 clusters
  Score: Raw -16942864.885448 + Penalty 5686.444918 = -16937178.440530
  nChanged 3440
		SP:Iteration 6Q (65683.980000 sec): 3 clusters
  Score: Raw -16943984.777055 + Penalty 5686.444918 = -16938298.332137
  nChanged 4405
		SP:Iteration 7Q (65685.060000 sec): 3 clusters
  Score: Raw -16945940.072422 + Penalty 5686.444918 = -16940253.627504
  nChanged 5717
		SP:Iteration 8F (65685.970000 sec): 3 clusters
  Score: Raw -16949296.808994 + Penalty 5686.444918 = -16943610.364076
  nChanged 7270
		SP:Iteration 9F (65687.080000 sec): 3 clusters
  Score: Raw -16954748.490147 + Penalty 5686.444918 = -16949062.045229
  nChanged 7901
		SP:Iteration 10F (65688.170000 sec): 3 clusters
  Score: Raw -16961836.047291 + Penalty 5686.444918 = -16956149.602373
  nChanged 6821
		SP:Iteration 11F (65689.240000 sec): 3 clusters
  Score: Raw -16968483.786651 + Penalty 5686.444918 = -16962797.341733
  nChanged 4479
		SP:Iteration 12Q (65690.320000 sec): 3 clusters
  Score: Raw -16972911.224090 + Penalty 5686.444918 = -16967224.779172
  nChanged 2050
		SP:Iteration 13Q (65691.300000 sec): 3 clusters
  Score: Raw -16974893.012911 + Penalty 5686.444918 = -16969206.567993
  nChanged 713
		SP:Iteration 14Q (65692.220000 sec): 3 clusters
  Score: Raw -16975592.948240 + Penalty 5686.444918 = -16969906.503322
  nChanged 195
		SP:Iteration 15Q (65693.120000 sec): 3 clusters
  Score: Raw -16975828.916544 + Penalty 5686.444918 = -16970142.471626
  nChanged 70
		SP:Iteration 16Q (65694.030000 sec): 3 clusters
  Score: Raw -16975930.119541 + Penalty 5686.444918 = -16970243.674623
  nChanged 34
		SP:Iteration 17Q (65694.930000 sec): 3 clusters
  Score: Raw -16975977.351757 + Penalty 5686.444918 = -16970290.906839
  nChanged 20
		SP:Iteration 18Q (65695.840000 sec): 3 clusters
  Score: Raw -16976011.408526 + Penalty 5686.444918 = -16970324.963608
  nChanged 15
		SP:Iteration 19Q (65696.700000 sec): 3 clusters
  Score: Raw -16976033.887401 + Penalty 5686.444918 = -16970347.442483
  nChanged 5
		SP:Iteration 20F (65697.710000 sec): 3 clusters
  Score: Raw -16976041.541199 + Penalty 5686.444918 = -16970355.096281
  nChanged 2
		SP:Iteration 21Q (65698.620000 sec): 3 clusters
  Score: Raw -16976046.206047 + Penalty 5686.444918 = -16970359.761129
  nChanged 2
		SP:Iteration 22Q (65699.520000 sec): 3 clusters
  Score: Raw -16976049.317605 + Penalty 5686.444918 = -16970362.872687
  nChanged 1
		SP:Iteration 23Q (65700.430000 sec): 3 clusters
  Score: Raw -16976049.951046 + Penalty 5686.444918 = -16970363.506128
  nChanged 0
		SP:Iteration 24F (65701.380000 sec): 3 clusters
  Score: Raw -16976049.951046 + Penalty 5686.444918 = -16970363.506128
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (20190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65701.540000 sec): 2 clusters
  Score: Raw -3475169.253478 + Penalty 2458.409792 = -3472710.843686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65701.900000 sec): 3 clusters
  Score: Raw -3463460.834685 + Penalty 4916.819585 = -3458544.015100
  nChanged 8810
		SP:Iteration 1F (65702.260000 sec): 3 clusters
  Score: Raw -3468373.688079 + Penalty 4916.819585 = -3463456.868494
  nChanged 1195
		SP:Iteration 2F (65702.600000 sec): 3 clusters
  Score: Raw -3468928.027455 + Penalty 4916.819585 = -3464011.207870
  nChanged 1201
		SP:Iteration 3F (65702.950000 sec): 3 clusters
  Score: Raw -3469529.588964 + Penalty 4916.819585 = -3464612.769379
  nChanged 1162
		SP:Iteration 4F (65703.210000 sec): 3 clusters
  Score: Raw -3470230.059084 + Penalty 4916.819585 = -3465313.239499
  nChanged 1177
		SP:Iteration 5F (65703.560000 sec): 3 clusters
  Score: Raw -3471035.842461 + Penalty 4916.819585 = -3466119.022876
  nChanged 1175
		SP:Iteration 6F (65703.950000 sec): 3 clusters
  Score: Raw -3471941.964195 + Penalty 4916.819585 = -3467025.144610
  nChanged 1170
		SP:Iteration 7F (65704.300000 sec): 3 clusters
  Score: Raw -3472871.340017 + Penalty 4916.819585 = -3467954.520432
  nChanged 1001
		SP:Iteration 8Q (65704.640000 sec): 3 clusters
  Score: Raw -3473623.120019 + Penalty 4916.819585 = -3468706.300434
  nChanged 908
		SP:Iteration 9Q (65704.990000 sec): 3 clusters
  Score: Raw -3474265.627478 + Penalty 4916.819585 = -3469348.807893
  nChanged 766
		SP:Iteration 10Q (65705.340000 sec): 3 clusters
  Score: Raw -3474697.654559 + Penalty 4916.819585 = -3469780.834974
  nChanged 622
		SP:Iteration 11Q (65705.680000 sec): 3 clusters
  Score: Raw -3474983.207248 + Penalty 4916.819585 = -3470066.387663
  nChanged 474
		SP:Iteration 12Q (65706.040000 sec): 3 clusters
  Score: Raw -3475158.700139 + Penalty 4916.819585 = -3470241.880555
  nChanged 373
		SP:Iteration 13Q (65706.380000 sec): 3 clusters
  Score: Raw -3475289.252593 + Penalty 4916.819585 = -3470372.433008
  nChanged 298
		SP:Iteration 14Q (65706.730000 sec): 3 clusters
  Score: Raw -3475382.931847 + Penalty 4916.819585 = -3470466.112262
  nChanged 258
		SP:Iteration 15Q (65707.080000 sec): 3 clusters
  Score: Raw -3475460.386237 + Penalty 4916.819585 = -3470543.566652
  nChanged 225
		SP:Iteration 16Q (65707.430000 sec): 3 clusters
  Score: Raw -3475518.692781 + Penalty 4916.819585 = -3470601.873196
  nChanged 191
		SP:Iteration 17Q (65707.780000 sec): 3 clusters
  Score: Raw -3475561.690261 + Penalty 4916.819585 = -3470644.870676
  nChanged 151
		SP:Iteration 18Q (65708.120000 sec): 3 clusters
  Score: Raw -3475596.428723 + Penalty 4916.819585 = -3470679.609138
  nChanged 158
		SP:Iteration 19Q (65708.470000 sec): 3 clusters
  Score: Raw -3475636.199997 + Penalty 4916.819585 = -3470719.380412
  nChanged 148
		SP:Iteration 20F (65708.820000 sec): 3 clusters
  Score: Raw -3475665.999681 + Penalty 4916.819585 = -3470749.180096
  nChanged 140
		SP:Iteration 21Q (65709.160000 sec): 3 clusters
  Score: Raw -3475690.465261 + Penalty 4916.819585 = -3470773.645676
  nChanged 122
		SP:Iteration 22Q (65709.510000 sec): 3 clusters
  Score: Raw -3475712.471821 + Penalty 4916.819585 = -3470795.652237
  nChanged 103
		SP:Iteration 23Q (65709.860000 sec): 3 clusters
  Score: Raw -3475727.438942 + Penalty 4916.819585 = -3470810.619357
  nChanged 104
		SP:Iteration 24Q (65710.210000 sec): 3 clusters
  Score: Raw -3475741.432711 + Penalty 4916.819585 = -3470824.613126
  nChanged 85
		SP:Iteration 25Q (65710.550000 sec): 3 clusters
  Score: Raw -3475752.235846 + Penalty 4916.819585 = -3470835.416261
  nChanged 65
		SP:Iteration 26Q (65710.840000 sec): 3 clusters
  Score: Raw -3475759.175000 + Penalty 4916.819585 = -3470842.355415
  nChanged 57
		SP:Iteration 27Q (65711.160000 sec): 3 clusters
  Score: Raw -3475765.285224 + Penalty 4916.819585 = -3470848.465639
  nChanged 58
		SP:Iteration 28Q (65711.520000 sec): 3 clusters
  Score: Raw -3475771.501169 + Penalty 4916.819585 = -3470854.681584
  nChanged 53
		SP:Iteration 29Q (65711.860000 sec): 3 clusters
  Score: Raw -3475778.148673 + Penalty 4916.819585 = -3470861.329089
  nChanged 55
		SP:Iteration 30Q (65712.210000 sec): 3 clusters
  Score: Raw -3475784.363427 + Penalty 4916.819585 = -3470867.543842
  nChanged 49
		SP:Iteration 31Q (65712.560000 sec): 3 clusters
  Score: Raw -3475789.509394 + Penalty 4916.819585 = -3470872.689809
  nChanged 43
		SP:Iteration 32Q (65712.900000 sec): 3 clusters
  Score: Raw -3475793.808935 + Penalty 4916.819585 = -3470876.989350
  nChanged 45
		SP:Iteration 33Q (65713.250000 sec): 3 clusters
  Score: Raw -3475798.767098 + Penalty 4916.819585 = -3470881.947513
  nChanged 48
		SP:Iteration 34Q (65713.600000 sec): 3 clusters
  Score: Raw -3475804.053084 + Penalty 4916.819585 = -3470887.233499
  nChanged 47
		SP:Iteration 35Q (65713.950000 sec): 3 clusters
  Score: Raw -3475808.724373 + Penalty 4916.819585 = -3470891.904788
  nChanged 42
		SP:Iteration 36Q (65714.300000 sec): 3 clusters
  Score: Raw -3475812.564368 + Penalty 4916.819585 = -3470895.744783
  nChanged 44
		SP:Iteration 37Q (65714.640000 sec): 3 clusters
  Score: Raw -3475817.814441 + Penalty 4916.819585 = -3470900.994856
  nChanged 42
		SP:Iteration 38Q (65715.030000 sec): 3 clusters
  Score: Raw -3475822.242583 + Penalty 4916.819585 = -3470905.422998
  nChanged 36
		SP:Iteration 39Q (65715.380000 sec): 3 clusters
  Score: Raw -3475825.953477 + Penalty 4916.819585 = -3470909.133893
  nChanged 39
		SP:Iteration 40F (65715.770000 sec): 3 clusters
  Score: Raw -3475829.464144 + Penalty 4916.819585 = -3470912.644560
  nChanged 33
		SP:Iteration 41Q (65716.060000 sec): 3 clusters
  Score: Raw -3475832.497826 + Penalty 4916.819585 = -3470915.678241
  nChanged 41
		SP:Iteration 42Q (65716.380000 sec): 3 clusters
  Score: Raw -3475837.240144 + Penalty 4916.819585 = -3470920.420559
  nChanged 40
		SP:Iteration 43Q (65716.730000 sec): 3 clusters
  Score: Raw -3475842.046034 + Penalty 4916.819585 = -3470925.226449
  nChanged 40
		SP:Iteration 44Q (65717.080000 sec): 3 clusters
  Score: Raw -3475847.811972 + Penalty 4916.819585 = -3470930.992387
  nChanged 51
		SP:Iteration 45Q (65717.430000 sec): 3 clusters
  Score: Raw -3475855.088046 + Penalty 4916.819585 = -3470938.268461
  nChanged 54
		SP:Iteration 46Q (65717.780000 sec): 3 clusters
  Score: Raw -3475861.192793 + Penalty 4916.819585 = -3470944.373209
  nChanged 45
		SP:Iteration 47Q (65718.120000 sec): 3 clusters
  Score: Raw -3475866.119565 + Penalty 4916.819585 = -3470949.299981
  nChanged 32
		SP:Iteration 48Q (65718.470000 sec): 3 clusters
  Score: Raw -3475869.891491 + Penalty 4916.819585 = -3470953.071906
  nChanged 40
		SP:Iteration 49Q (65718.820000 sec): 3 clusters
  Score: Raw -3475874.863963 + Penalty 4916.819585 = -3470958.044378
  nChanged 48
		SP:Iteration 50Q (65719.160000 sec): 3 clusters
  Score: Raw -3475880.225108 + Penalty 4916.819585 = -3470963.405523
  nChanged 38
		SP:Iteration 51Q (65719.510000 sec): 3 clusters
  Score: Raw -3475884.217686 + Penalty 4916.819585 = -3470967.398101
  nChanged 45
		SP:Iteration 52Q (65719.860000 sec): 3 clusters
  Score: Raw -3475888.833794 + Penalty 4916.819585 = -3470972.014209
  nChanged 42
		SP:Iteration 53Q (65720.210000 sec): 3 clusters
  Score: Raw -3475893.120541 + Penalty 4916.819585 = -3470976.300956
  nChanged 42
		SP:Iteration 54Q (65720.550000 sec): 3 clusters
  Score: Raw -3475897.437285 + Penalty 4916.819585 = -3470980.617700
  nChanged 49
		SP:Iteration 55Q (65720.900000 sec): 3 clusters
  Score: Raw -3475901.736708 + Penalty 4916.819585 = -3470984.917124
  nChanged 34
		SP:Iteration 56Q (65721.250000 sec): 3 clusters
  Score: Raw -3475905.316029 + Penalty 4916.819585 = -3470988.496444
  nChanged 43
		SP:Iteration 57Q (65721.600000 sec): 3 clusters
  Score: Raw -3475910.118282 + Penalty 4916.819585 = -3470993.298697
  nChanged 36
		SP:Iteration 58Q (65721.950000 sec): 3 clusters
  Score: Raw -3475913.487345 + Penalty 4916.819585 = -3470996.667760
  nChanged 34
		SP:Iteration 59Q (65722.290000 sec): 3 clusters
  Score: Raw -3475916.909122 + Penalty 4916.819585 = -3471000.089537
  nChanged 34
		SP:Iteration 60F (65722.640000 sec): 3 clusters
  Score: Raw -3475919.950003 + Penalty 4916.819585 = -3471003.130419
  nChanged 31
		SP:Iteration 61Q (65722.990000 sec): 3 clusters
  Score: Raw -3475922.772998 + Penalty 4916.819585 = -3471005.953413
  nChanged 40
		SP:Iteration 62Q (65723.340000 sec): 3 clusters
  Score: Raw -3475926.525506 + Penalty 4916.819585 = -3471009.705922
  nChanged 48
		SP:Iteration 63Q (65723.690000 sec): 3 clusters
  Score: Raw -3475930.956911 + Penalty 4916.819585 = -3471014.137327
  nChanged 46
		SP:Iteration 64Q (65724.030000 sec): 3 clusters
  Score: Raw -3475935.777644 + Penalty 4916.819585 = -3471018.958059
  nChanged 37
		SP:Iteration 65Q (65724.380000 sec): 3 clusters
  Score: Raw -3475939.284152 + Penalty 4916.819585 = -3471022.464567
  nChanged 30
		SP:Iteration 66Q (65724.730000 sec): 3 clusters
  Score: Raw -3475941.951922 + Penalty 4916.819585 = -3471025.132338
  nChanged 28
		SP:Iteration 67Q (65725.080000 sec): 3 clusters
  Score: Raw -3475944.089059 + Penalty 4916.819585 = -3471027.269474
  nChanged 32
		SP:Iteration 68Q (65725.430000 sec): 3 clusters
  Score: Raw -3475947.030060 + Penalty 4916.819585 = -3471030.210475
  nChanged 27
		SP:Iteration 69Q (65725.770000 sec): 3 clusters
  Score: Raw -3475949.163953 + Penalty 4916.819585 = -3471032.344368
  nChanged 17
		SP:Iteration 70Q (65726.120000 sec): 3 clusters
  Score: Raw -3475950.368019 + Penalty 4916.819585 = -3471033.548435
  nChanged 20
		SP:Iteration 71Q (65726.470000 sec): 3 clusters
  Score: Raw -3475951.898755 + Penalty 4916.819585 = -3471035.079170
  nChanged 15
		SP:Iteration 72Q (65726.820000 sec): 3 clusters
  Score: Raw -3475952.808883 + Penalty 4916.819585 = -3471035.989298
  nChanged 10
		SP:Iteration 73Q (65727.160000 sec): 3 clusters
  Score: Raw -3475953.534853 + Penalty 4916.819585 = -3471036.715268
  nChanged 8
		SP:Iteration 74Q (65727.510000 sec): 3 clusters
  Score: Raw -3475954.222804 + Penalty 4916.819585 = -3471037.403219
  nChanged 10
		SP:Iteration 75Q (65727.860000 sec): 3 clusters
  Score: Raw -3475954.972322 + Penalty 4916.819585 = -3471038.152737
  nChanged 7
		SP:Iteration 76Q (65728.210000 sec): 3 clusters
  Score: Raw -3475955.352787 + Penalty 4916.819585 = -3471038.533202
  nChanged 7
		SP:Iteration 77Q (65728.550000 sec): 3 clusters
  Score: Raw -3475955.795526 + Penalty 4916.819585 = -3471038.975941
  nChanged 11
		SP:Iteration 78Q (65728.900000 sec): 3 clusters
  Score: Raw -3475956.551309 + Penalty 4916.819585 = -3471039.731725
  nChanged 10
		SP:Iteration 79Q (65729.250000 sec): 3 clusters
  Score: Raw -3475957.193827 + Penalty 4916.819585 = -3471040.374243
  nChanged 10
		SP:Iteration 80F (65729.590000 sec): 3 clusters
  Score: Raw -3475958.069681 + Penalty 4916.819585 = -3471041.250097
  nChanged 17
		SP:Iteration 81Q (65729.950000 sec): 3 clusters
  Score: Raw -3475959.423200 + Penalty 4916.819585 = -3471042.603615
  nChanged 19
		SP:Iteration 82Q (65730.290000 sec): 3 clusters
  Score: Raw -3475961.342516 + Penalty 4916.819585 = -3471044.522931
  nChanged 28
		SP:Iteration 83Q (65730.640000 sec): 3 clusters
  Score: Raw -3475963.791475 + Penalty 4916.819585 = -3471046.971890
  nChanged 33
		SP:Iteration 84Q (65730.990000 sec): 3 clusters
  Score: Raw -3475967.230783 + Penalty 4916.819585 = -3471050.411198
  nChanged 36
		SP:Iteration 85Q (65731.330000 sec): 3 clusters
  Score: Raw -3475970.109449 + Penalty 4916.819585 = -3471053.289865
  nChanged 26
		SP:Iteration 86Q (65731.680000 sec): 3 clusters
  Score: Raw -3475971.979086 + Penalty 4916.819585 = -3471055.159502
  nChanged 19
		SP:Iteration 87Q (65732.030000 sec): 3 clusters
  Score: Raw -3475973.459082 + Penalty 4916.819585 = -3471056.639497
  nChanged 14
		SP:Iteration 88Q (65732.380000 sec): 3 clusters
  Score: Raw -3475974.396470 + Penalty 4916.819585 = -3471057.576885
  nChanged 14
		SP:Iteration 89Q (65732.730000 sec): 3 clusters
  Score: Raw -3475975.659717 + Penalty 4916.819585 = -3471058.840132
  nChanged 17
		SP:Iteration 90Q (65733.070000 sec): 3 clusters
  Score: Raw -3475976.980747 + Penalty 4916.819585 = -3471060.161162
  nChanged 15
		SP:Iteration 91Q (65733.420000 sec): 3 clusters
  Score: Raw -3475978.403165 + Penalty 4916.819585 = -3471061.583580
  nChanged 22
		SP:Iteration 92Q (65733.770000 sec): 3 clusters
  Score: Raw -3475980.867880 + Penalty 4916.819585 = -3471064.048295
  nChanged 28
		SP:Iteration 93Q (65734.120000 sec): 3 clusters
  Score: Raw -3475983.663739 + Penalty 4916.819585 = -3471066.844155
  nChanged 23
		SP:Iteration 94Q (65734.460000 sec): 3 clusters
  Score: Raw -3475985.925315 + Penalty 4916.819585 = -3471069.105731
  nChanged 26
		SP:Iteration 95Q (65734.810000 sec): 3 clusters
  Score: Raw -3475989.158366 + Penalty 4916.819585 = -3471072.338781
  nChanged 34
		SP:Iteration 96Q (65735.160000 sec): 3 clusters
  Score: Raw -3475992.903857 + Penalty 4916.819585 = -3471076.084272
  nChanged 42
		SP:Iteration 97Q (65735.510000 sec): 3 clusters
  Score: Raw -3475997.273366 + Penalty 4916.819585 = -3471080.453782
  nChanged 43
		SP:Iteration 98Q (65735.850000 sec): 3 clusters
  Score: Raw -3476002.328720 + Penalty 4916.819585 = -3471085.509135
  nChanged 53
		SP:Iteration 99Q (65736.200000 sec): 3 clusters
  Score: Raw -3476009.848114 + Penalty 4916.819585 = -3471093.028529
  nChanged 57
		SP:Iteration 100F (65736.550000 sec): 3 clusters
  Score: Raw -3476016.797457 + Penalty 4916.819585 = -3471099.977873
  nChanged 58
		SP:Iteration 101Q (65736.900000 sec): 3 clusters
  Score: Raw -3476023.808047 + Penalty 4916.819585 = -3471106.988462
  nChanged 51
		SP:Iteration 102Q (65737.250000 sec): 3 clusters
  Score: Raw -3476030.416218 + Penalty 4916.819585 = -3471113.596633
  nChanged 50
		SP:Iteration 103Q (65737.590000 sec): 3 clusters
  Score: Raw -3476036.716145 + Penalty 4916.819585 = -3471119.896560
  nChanged 65
		SP:Iteration 104Q (65737.940000 sec): 3 clusters
  Score: Raw -3476046.340721 + Penalty 4916.819585 = -3471129.521136
  nChanged 68
		SP:Iteration 105Q (65738.290000 sec): 3 clusters
  Score: Raw -3476054.086025 + Penalty 4916.819585 = -3471137.266440
  nChanged 55
		SP:Iteration 106Q (65738.630000 sec): 3 clusters
  Score: Raw -3476060.673644 + Penalty 4916.819585 = -3471143.854060
  nChanged 51
		SP:Iteration 107Q (65738.980000 sec): 3 clusters
  Score: Raw -3476067.229520 + Penalty 4916.819585 = -3471150.409935
  nChanged 57
		SP:Iteration 108Q (65739.330000 sec): 3 clusters
  Score: Raw -3476073.807175 + Penalty 4916.819585 = -3471156.987591
  nChanged 69
		SP:Iteration 109Q (65739.680000 sec): 3 clusters
  Score: Raw -3476081.816297 + Penalty 4916.819585 = -3471164.996712
  nChanged 68
		SP:Iteration 110Q (65740.020000 sec): 3 clusters
  Score: Raw -3476090.099349 + Penalty 4916.819585 = -3471173.279764
  nChanged 86
		SP:Iteration 111Q (65740.370000 sec): 3 clusters
  Score: Raw -3476101.976471 + Penalty 4916.819585 = -3471185.156887
  nChanged 82
		SP:Iteration 112Q (65740.720000 sec): 3 clusters
  Score: Raw -3476113.411990 + Penalty 4916.819585 = -3471196.592405
  nChanged 99
		SP:Iteration 113Q (65741.070000 sec): 3 clusters
  Score: Raw -3476129.481808 + Penalty 4916.819585 = -3471212.662223
  nChanged 104
		SP:Iteration 114Q (65741.410000 sec): 3 clusters
  Score: Raw -3476145.174361 + Penalty 4916.819585 = -3471228.354776
  nChanged 117
		SP:Iteration 115Q (65741.760000 sec): 3 clusters
  Score: Raw -3476165.726076 + Penalty 4916.819585 = -3471248.906491
  nChanged 124
		SP:Iteration 116Q (65742.110000 sec): 3 clusters
  Score: Raw -3476186.094248 + Penalty 4916.819585 = -3471269.274663
  nChanged 141
		SP:Iteration 117Q (65742.460000 sec): 3 clusters
  Score: Raw -3476212.035611 + Penalty 4916.819585 = -3471295.216026
  nChanged 136
		SP:Iteration 118Q (65742.810000 sec): 3 clusters
  Score: Raw -3476236.694501 + Penalty 4916.819585 = -3471319.874916
  nChanged 153
		SP:Iteration 119Q (65743.150000 sec): 3 clusters
  Score: Raw -3476263.869636 + Penalty 4916.819585 = -3471347.050051
  nChanged 159
		SP:Iteration 120F (65743.500000 sec): 3 clusters
  Score: Raw -3476293.792011 + Penalty 4916.819585 = -3471376.972426
  nChanged 178
		SP:Iteration 121Q (65743.850000 sec): 3 clusters
  Score: Raw -3476325.345426 + Penalty 4916.819585 = -3471408.525841
  nChanged 175
		SP:Iteration 122Q (65744.200000 sec): 3 clusters
  Score: Raw -3476359.221700 + Penalty 4916.819585 = -3471442.402115
  nChanged 173
		SP:Iteration 123Q (65744.550000 sec): 3 clusters
  Score: Raw -3476394.087104 + Penalty 4916.819585 = -3471477.267519
  nChanged 181
		SP:Iteration 124Q (65744.890000 sec): 3 clusters
  Score: Raw -3476429.933015 + Penalty 4916.819585 = -3471513.113430
  nChanged 182
		SP:Iteration 125Q (65745.240000 sec): 3 clusters
  Score: Raw -3476463.750475 + Penalty 4916.819585 = -3471546.930890
  nChanged 201
		SP:Iteration 126Q (65745.590000 sec): 3 clusters
  Score: Raw -3476505.515493 + Penalty 4916.819585 = -3471588.695908
  nChanged 200
		SP:Iteration 127Q (65745.940000 sec): 3 clusters
  Score: Raw -3476547.432484 + Penalty 4916.819585 = -3471630.612899
  nChanged 201
		SP:Iteration 128Q (65746.290000 sec): 3 clusters
  Score: Raw -3476590.275977 + Penalty 4916.819585 = -3471673.456393
  nChanged 202
		SP:Iteration 129Q (65746.630000 sec): 3 clusters
  Score: Raw -3476634.831529 + Penalty 4916.819585 = -3471718.011944
  nChanged 233
		SP:Iteration 130Q (65746.980000 sec): 3 clusters
  Score: Raw -3476684.048732 + Penalty 4916.819585 = -3471767.229147
  nChanged 199
		SP:Iteration 131Q (65747.330000 sec): 3 clusters
  Score: Raw -3476724.259061 + Penalty 4916.819585 = -3471807.439476
  nChanged 173
		SP:Iteration 132Q (65747.680000 sec): 3 clusters
  Score: Raw -3476758.836927 + Penalty 4916.819585 = -3471842.017343
  nChanged 177
		SP:Iteration 133Q (65748.030000 sec): 3 clusters
  Score: Raw -3476796.404640 + Penalty 4916.819585 = -3471879.585055
  nChanged 168
		SP:Iteration 134Q (65748.370000 sec): 3 clusters
  Score: Raw -3476827.171784 + Penalty 4916.819585 = -3471910.352199
  nChanged 133
		SP:Iteration 135Q (65748.720000 sec): 3 clusters
  Score: Raw -3476847.953576 + Penalty 4916.819585 = -3471931.133991
  nChanged 113
		SP:Iteration 136Q (65749.070000 sec): 3 clusters
  Score: Raw -3476865.578536 + Penalty 4916.819585 = -3471948.758951
  nChanged 114
		SP:Iteration 137Q (65749.410000 sec): 3 clusters
  Score: Raw -3476883.953314 + Penalty 4916.819585 = -3471967.133729
  nChanged 97
		SP:Iteration 138Q (65749.760000 sec): 3 clusters
  Score: Raw -3476898.403789 + Penalty 4916.819585 = -3471981.584204
  nChanged 96
		SP:Iteration 139Q (65750.110000 sec): 3 clusters
  Score: Raw -3476910.963839 + Penalty 4916.819585 = -3471994.144254
  nChanged 84
		SP:Iteration 140F (65750.460000 sec): 3 clusters
  Score: Raw -3476921.849652 + Penalty 4916.819585 = -3472005.030067
  nChanged 80
		SP:Iteration 141Q (65750.810000 sec): 3 clusters
  Score: Raw -3476931.531110 + Penalty 4916.819585 = -3472014.711525
  nChanged 67
		SP:Iteration 142Q (65751.160000 sec): 3 clusters
  Score: Raw -3476939.400231 + Penalty 4916.819585 = -3472022.580647
  nChanged 68
		SP:Iteration 143Q (65751.510000 sec): 3 clusters
  Score: Raw -3476946.365631 + Penalty 4916.819585 = -3472029.546047
  nChanged 53
		SP:Iteration 144Q (65751.850000 sec): 3 clusters
  Score: Raw -3476952.542654 + Penalty 4916.819585 = -3472035.723069
  nChanged 46
		SP:Iteration 145Q (65752.200000 sec): 3 clusters
  Score: Raw -3476957.671976 + Penalty 4916.819585 = -3472040.852391
  nChanged 49
		SP:Iteration 146Q (65752.550000 sec): 3 clusters
  Score: Raw -3476963.535189 + Penalty 4916.819585 = -3472046.715604
  nChanged 51
		SP:Iteration 147Q (65752.900000 sec): 3 clusters
  Score: Raw -3476969.023521 + Penalty 4916.819585 = -3472052.203937
  nChanged 49
		SP:Iteration 148Q (65753.250000 sec): 3 clusters
  Score: Raw -3476974.527944 + Penalty 4916.819585 = -3472057.708360
  nChanged 52
		SP:Iteration 149Q (65753.600000 sec): 3 clusters
  Score: Raw -3476980.585385 + Penalty 4916.819585 = -3472063.765800
  nChanged 56
		SP:Iteration 150Q (65753.950000 sec): 3 clusters
  Score: Raw -3476988.010840 + Penalty 4916.819585 = -3472071.191256
  nChanged 59
		SP:Iteration 151Q (65754.300000 sec): 3 clusters
  Score: Raw -3476995.154695 + Penalty 4916.819585 = -3472078.335110
  nChanged 42
		SP:Iteration 152Q (65754.640000 sec): 3 clusters
  Score: Raw -3477000.267002 + Penalty 4916.819585 = -3472083.447417
  nChanged 37
		SP:Iteration 153Q (65754.990000 sec): 3 clusters
  Score: Raw -3477005.458018 + Penalty 4916.819585 = -3472088.638433
  nChanged 47
		SP:Iteration 154Q (65755.340000 sec): 3 clusters
  Score: Raw -3477010.605248 + Penalty 4916.819585 = -3472093.785663
  nChanged 39
		SP:Iteration 155Q (65755.690000 sec): 3 clusters
  Score: Raw -3477014.352697 + Penalty 4916.819585 = -3472097.533112
  nChanged 38
		SP:Iteration 156Q (65756.040000 sec): 3 clusters
  Score: Raw -3477018.599113 + Penalty 4916.819585 = -3472101.779528
  nChanged 36
		SP:Iteration 157Q (65756.390000 sec): 3 clusters
  Score: Raw -3477023.866924 + Penalty 4916.819585 = -3472107.047340
  nChanged 39
		SP:Iteration 158Q (65756.740000 sec): 3 clusters
  Score: Raw -3477028.768753 + Penalty 4916.819585 = -3472111.949169
  nChanged 32
		SP:Iteration 159Q (65757.080000 sec): 3 clusters
  Score: Raw -3477032.196447 + Penalty 4916.819585 = -3472115.376863
  nChanged 29
		SP:Iteration 160F (65757.430000 sec): 3 clusters
  Score: Raw -3477035.150450 + Penalty 4916.819585 = -3472118.330865
  nChanged 27
		SP:Iteration 161Q (65757.780000 sec): 3 clusters
  Score: Raw -3477037.775043 + Penalty 4916.819585 = -3472120.955458
  nChanged 16
		SP:Iteration 162Q (65758.130000 sec): 3 clusters
  Score: Raw -3477039.003933 + Penalty 4916.819585 = -3472122.184348
  nChanged 13
		SP:Iteration 163Q (65758.480000 sec): 3 clusters
  Score: Raw -3477040.306245 + Penalty 4916.819585 = -3472123.486660
  nChanged 19
		SP:Iteration 164Q (65758.830000 sec): 3 clusters
  Score: Raw -3477042.041819 + Penalty 4916.819585 = -3472125.222234
  nChanged 13
		SP:Iteration 165Q (65759.180000 sec): 3 clusters
  Score: Raw -3477043.432116 + Penalty 4916.819585 = -3472126.612532
  nChanged 7
		SP:Iteration 166Q (65759.530000 sec): 3 clusters
  Score: Raw -3477043.989848 + Penalty 4916.819585 = -3472127.170263
  nChanged 7
		SP:Iteration 167Q (65759.880000 sec): 3 clusters
  Score: Raw -3477044.907605 + Penalty 4916.819585 = -3472128.088021
  nChanged 14
		SP:Iteration 168Q (65760.220000 sec): 3 clusters
  Score: Raw -3477046.592571 + Penalty 4916.819585 = -3472129.772986
  nChanged 11
		SP:Iteration 169Q (65760.580000 sec): 3 clusters
  Score: Raw -3477047.644838 + Penalty 4916.819585 = -3472130.825253
  nChanged 7
		SP:Iteration 170Q (65760.920000 sec): 3 clusters
  Score: Raw -3477048.507286 + Penalty 4916.819585 = -3472131.687702
  nChanged 5
		SP:Iteration 171Q (65761.270000 sec): 3 clusters
  Score: Raw -3477049.077032 + Penalty 4916.819585 = -3472132.257448
  nChanged 9
		SP:Iteration 172Q (65761.620000 sec): 3 clusters
  Score: Raw -3477050.031545 + Penalty 4916.819585 = -3472133.211961
  nChanged 5
		SP:Iteration 173Q (65761.960000 sec): 3 clusters
  Score: Raw -3477050.779085 + Penalty 4916.819585 = -3472133.959500
  nChanged 7
		SP:Iteration 174Q (65762.310000 sec): 3 clusters
  Score: Raw -3477051.455848 + Penalty 4916.819585 = -3472134.636263
  nChanged 5
		SP:Iteration 175Q (65762.660000 sec): 3 clusters
  Score: Raw -3477051.860644 + Penalty 4916.819585 = -3472135.041059
  nChanged 4
		SP:Iteration 176Q (65763.010000 sec): 3 clusters
  Score: Raw -3477052.219966 + Penalty 4916.819585 = -3472135.400381
  nChanged 1
		SP:Iteration 177Q (65763.360000 sec): 3 clusters
  Score: Raw -3477052.284062 + Penalty 4916.819585 = -3472135.464477
  nChanged 1
		SP:Iteration 178Q (65763.710000 sec): 3 clusters
  Score: Raw -3477052.394685 + Penalty 4916.819585 = -3472135.575100
  nChanged 1
		SP:Iteration 179Q (65764.060000 sec): 3 clusters
  Score: Raw -3477052.427414 + Penalty 4916.819585 = -3472135.607829
  nChanged 0
		SP:Iteration 180F (65764.410000 sec): 3 clusters
  Score: Raw -3477052.427414 + Penalty 4916.819585 = -3472135.607829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 10 (409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65764.500000 sec): 2 clusters
  Score: Raw -60668.434467 + Penalty 1491.401359 = -59177.033108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65764.650000 sec): 3 clusters
  Score: Raw -60745.635496 + Penalty 2982.802717 = -57762.832779
  nChanged 65
		SP:Iteration 1F (65764.830000 sec): 3 clusters
  Score: Raw -60892.768394 + Penalty 2982.802717 = -57909.965676
  nChanged 16
		SP:Iteration 2Q (65765.000000 sec): 3 clusters
  Score: Raw -60945.912338 + Penalty 2982.802717 = -57963.109621
  nChanged 7
		SP:Iteration 3Q (65765.140000 sec): 3 clusters
  Score: Raw -60964.942638 + Penalty 2982.802717 = -57982.139921
  nChanged 4
		SP:Iteration 4Q (65765.150000 sec): 3 clusters
  Score: Raw -60976.266678 + Penalty 2982.802717 = -57993.463960
  nChanged 1
		SP:Iteration 5Q (65765.160000 sec): 3 clusters
  Score: Raw -60977.814156 + Penalty 2982.802717 = -57995.011438
  nChanged 0
		SP:Iteration 6F (65765.180000 sec): 3 clusters
  Score: Raw -60977.814156 + Penalty 2982.802717 = -57995.011438
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65765.200000 sec): 2 clusters
  Score: Raw -76738.142255 + Penalty 1533.668925 = -75204.473330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65765.230000 sec): 3 clusters
  Score: Raw -76882.360107 + Penalty 3067.337850 = -73815.022258
  nChanged 80
		SP:Iteration 1F (65765.250000 sec): 3 clusters
  Score: Raw -77049.019978 + Penalty 3067.337850 = -73981.682128
  nChanged 25
		SP:Iteration 2F (65765.270000 sec): 3 clusters
  Score: Raw -77124.849780 + Penalty 3067.337850 = -74057.511931
  nChanged 13
		SP:Iteration 3Q (65765.300000 sec): 3 clusters
  Score: Raw -77159.491934 + Penalty 3067.337850 = -74092.154084
  nChanged 4
		SP:Iteration 4Q (65765.320000 sec): 3 clusters
  Score: Raw -77168.901673 + Penalty 3067.337850 = -74101.563823
  nChanged 3
		SP:Iteration 5Q (65765.340000 sec): 3 clusters
  Score: Raw -77178.432138 + Penalty 3067.337850 = -74111.094288
  nChanged 3
		SP:Iteration 6Q (65765.360000 sec): 3 clusters
  Score: Raw -77184.693638 + Penalty 3067.337850 = -74117.355789
  nChanged 2
		SP:Iteration 7Q (65765.380000 sec): 3 clusters
  Score: Raw -77189.203483 + Penalty 3067.337850 = -74121.865633
  nChanged 1
		SP:Iteration 8Q (65765.400000 sec): 3 clusters
  Score: Raw -77190.918503 + Penalty 3067.337850 = -74123.580653
  nChanged 2
		SP:Iteration 9Q (65765.430000 sec): 3 clusters
  Score: Raw -77195.378888 + Penalty 3067.337850 = -74128.041038
  nChanged 0
		SP:Iteration 10F (65765.450000 sec): 3 clusters
  Score: Raw -77195.378888 + Penalty 3067.337850 = -74128.041038
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 12 (940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65765.490000 sec): 2 clusters
  Score: Raw -158569.308038 + Penalty 1697.778209 = -156871.529829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65765.520000 sec): 3 clusters
  Score: Raw -158382.324755 + Penalty 3395.556418 = -154986.768337
  nChanged 230
		SP:Iteration 1F (65765.560000 sec): 3 clusters
  Score: Raw -158660.750586 + Penalty 3395.556418 = -155265.194168
  nChanged 70
		SP:Iteration 2F (65765.580000 sec): 3 clusters
  Score: Raw -158782.656005 + Penalty 3395.556418 = -155387.099586
  nChanged 25
		SP:Iteration 3Q (65765.620000 sec): 3 clusters
  Score: Raw -158831.443632 + Penalty 3395.556418 = -155435.887214
  nChanged 17
		SP:Iteration 4Q (65765.640000 sec): 3 clusters
  Score: Raw -158856.231523 + Penalty 3395.556418 = -155460.675105
  nChanged 10
		SP:Iteration 5Q (65765.680000 sec): 3 clusters
  Score: Raw -158865.558563 + Penalty 3395.556418 = -155470.002145
  nChanged 4
		SP:Iteration 6Q (65765.700000 sec): 3 clusters
  Score: Raw -158871.490905 + Penalty 3395.556418 = -155475.934487
  nChanged 5
		SP:Iteration 7Q (65765.740000 sec): 3 clusters
  Score: Raw -158879.621871 + Penalty 3395.556418 = -155484.065452
  nChanged 4
		SP:Iteration 8Q (65765.770000 sec): 3 clusters
  Score: Raw -158889.009875 + Penalty 3395.556418 = -155493.453457
  nChanged 8
		SP:Iteration 9Q (65765.800000 sec): 3 clusters
  Score: Raw -158908.156292 + Penalty 3395.556418 = -155512.599874
  nChanged 11
		SP:Iteration 10Q (65765.830000 sec): 3 clusters
  Score: Raw -158926.684706 + Penalty 3395.556418 = -155531.128288
  nChanged 12
		SP:Iteration 11Q (65765.860000 sec): 3 clusters
  Score: Raw -158946.674536 + Penalty 3395.556418 = -155551.118118
  nChanged 13
		SP:Iteration 12Q (65765.890000 sec): 3 clusters
  Score: Raw -158972.668827 + Penalty 3395.556418 = -155577.112409
  nChanged 11
		SP:Iteration 13Q (65765.920000 sec): 3 clusters
  Score: Raw -158992.113109 + Penalty 3395.556418 = -155596.556691
  nChanged 15
		SP:Iteration 14Q (65765.950000 sec): 3 clusters
  Score: Raw -159011.860682 + Penalty 3395.556418 = -155616.304264
  nChanged 13
		SP:Iteration 15Q (65765.980000 sec): 3 clusters
  Score: Raw -159033.559490 + Penalty 3395.556418 = -155638.003072
  nChanged 9
		SP:Iteration 16Q (65766.010000 sec): 3 clusters
  Score: Raw -159052.094501 + Penalty 3395.556418 = -155656.538083
  nChanged 9
		SP:Iteration 17Q (65766.040000 sec): 3 clusters
  Score: Raw -159068.454523 + Penalty 3395.556418 = -155672.898105
  nChanged 8
		SP:Iteration 18Q (65766.070000 sec): 3 clusters
  Score: Raw -159078.392665 + Penalty 3395.556418 = -155682.836247
  nChanged 6
		SP:Iteration 19Q (65766.100000 sec): 3 clusters
  Score: Raw -159097.201163 + Penalty 3395.556418 = -155701.644745
  nChanged 9
		SP:Iteration 20F (65766.130000 sec): 3 clusters
  Score: Raw -159117.645916 + Penalty 3395.556418 = -155722.089498
  nChanged 8
		SP:Iteration 21Q (65766.160000 sec): 3 clusters
  Score: Raw -159137.849494 + Penalty 3395.556418 = -155742.293076
  nChanged 16
		SP:Iteration 22Q (65766.190000 sec): 3 clusters
  Score: Raw -159170.540887 + Penalty 3395.556418 = -155774.984468
  nChanged 10
		SP:Iteration 23Q (65766.220000 sec): 3 clusters
  Score: Raw -159192.415255 + Penalty 3395.556418 = -155796.858837
  nChanged 7
		SP:Iteration 24Q (65766.250000 sec): 3 clusters
  Score: Raw -159199.898487 + Penalty 3395.556418 = -155804.342069
  nChanged 6
		SP:Iteration 25Q (65766.280000 sec): 3 clusters
  Score: Raw -159208.047119 + Penalty 3395.556418 = -155812.490701
  nChanged 1
		SP:Iteration 26Q (65766.310000 sec): 3 clusters
  Score: Raw -159210.248387 + Penalty 3395.556418 = -155814.691969
  nChanged 3
		SP:Iteration 27Q (65766.340000 sec): 3 clusters
  Score: Raw -159214.380606 + Penalty 3395.556418 = -155818.824188
  nChanged 3
		SP:Iteration 28Q (65766.370000 sec): 3 clusters
  Score: Raw -159223.409647 + Penalty 3395.556418 = -155827.853228
  nChanged 5
		SP:Iteration 29Q (65766.400000 sec): 3 clusters
  Score: Raw -159236.231693 + Penalty 3395.556418 = -155840.675275
  nChanged 4
		SP:Iteration 30Q (65766.430000 sec): 3 clusters
  Score: Raw -159240.197927 + Penalty 3395.556418 = -155844.641509
  nChanged 2
		SP:Iteration 31Q (65766.460000 sec): 3 clusters
  Score: Raw -159242.966582 + Penalty 3395.556418 = -155847.410164
  nChanged 2
		SP:Iteration 32Q (65766.490000 sec): 3 clusters
  Score: Raw -159246.368434 + Penalty 3395.556418 = -155850.812016
  nChanged 1
		SP:Iteration 33Q (65766.520000 sec): 3 clusters
  Score: Raw -159250.076311 + Penalty 3395.556418 = -155854.519893
  nChanged 0
		SP:Iteration 34F (65766.550000 sec): 3 clusters
  Score: Raw -159250.076311 + Penalty 3395.556418 = -155854.519893
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 13 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65766.590000 sec): 2 clusters
  Score: Raw -90803.672999 + Penalty 1570.653348 = -89233.019652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65766.610000 sec): 3 clusters
  Score: Raw -90787.194373 + Penalty 3141.306696 = -87645.887677
  nChanged 105
		SP:Iteration 1F (65766.640000 sec): 3 clusters
  Score: Raw -90988.725239 + Penalty 3141.306696 = -87847.418544
  nChanged 21
		SP:Iteration 2Q (65766.660000 sec): 3 clusters
  Score: Raw -91038.145506 + Penalty 3141.306696 = -87896.838810
  nChanged 13
		SP:Iteration 3Q (65766.680000 sec): 3 clusters
  Score: Raw -91077.016420 + Penalty 3141.306696 = -87935.709725
  nChanged 14
		SP:Iteration 4Q (65766.700000 sec): 3 clusters
  Score: Raw -91114.791888 + Penalty 3141.306696 = -87973.485192
  nChanged 11
		SP:Iteration 5Q (65766.720000 sec): 3 clusters
  Score: Raw -91133.777382 + Penalty 3141.306696 = -87992.470686
  nChanged 3
		SP:Iteration 6Q (65766.750000 sec): 3 clusters
  Score: Raw -91144.136590 + Penalty 3141.306696 = -88002.829895
  nChanged 1
		SP:Iteration 7Q (65766.770000 sec): 3 clusters
  Score: Raw -91146.152324 + Penalty 3141.306696 = -88004.845628
  nChanged 1
		SP:Iteration 8Q (65766.790000 sec): 3 clusters
  Score: Raw -91147.340998 + Penalty 3141.306696 = -88006.034303
  nChanged 1
		SP:Iteration 9Q (65766.810000 sec): 3 clusters
  Score: Raw -91150.005386 + Penalty 3141.306696 = -88008.698691
  nChanged 2
		SP:Iteration 10Q (65766.840000 sec): 3 clusters
  Score: Raw -91156.036501 + Penalty 3141.306696 = -88014.729806
  nChanged 2
		SP:Iteration 11Q (65766.860000 sec): 3 clusters
  Score: Raw -91160.647306 + Penalty 3141.306696 = -88019.340610
  nChanged 2
		SP:Iteration 12Q (65766.880000 sec): 3 clusters
  Score: Raw -91164.148926 + Penalty 3141.306696 = -88022.842230
  nChanged 3
		SP:Iteration 13Q (65766.900000 sec): 3 clusters
  Score: Raw -91173.532125 + Penalty 3141.306696 = -88032.225430
  nChanged 3
		SP:Iteration 14Q (65766.930000 sec): 3 clusters
  Score: Raw -91181.090094 + Penalty 3141.306696 = -88039.783398
  nChanged 6
		SP:Iteration 15Q (65766.950000 sec): 3 clusters
  Score: Raw -91196.803621 + Penalty 3141.306696 = -88055.496926
  nChanged 3
		SP:Iteration 16Q (65766.970000 sec): 3 clusters
  Score: Raw -91202.721906 + Penalty 3141.306696 = -88061.415211
  nChanged 1
		SP:Iteration 17Q (65766.990000 sec): 3 clusters
  Score: Raw -91204.272425 + Penalty 3141.306696 = -88062.965729
  nChanged 0
		SP:Iteration 18F (65767.020000 sec): 3 clusters
  Score: Raw -91204.272425 + Penalty 3141.306696 = -88062.965729
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65767.040000 sec): 2 clusters
  Score: Raw -15906.793680 + Penalty 1174.577215 = -14732.216465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65767.040000 sec): 3 clusters
  Score: Raw -16252.333541 + Penalty 2349.154430 = -13903.179111
  nChanged 3
		SP:Iteration 1Q (65767.050000 sec): 3 clusters
  Score: Raw -16281.483833 + Penalty 2349.154430 = -13932.329402
  nChanged 0
		SP:Iteration 2F (65767.060000 sec): 3 clusters
  Score: Raw -16281.483833 + Penalty 2349.154430 = -13932.329402
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65767.090000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65767.110000 sec): 3 clusters
  Score: Raw -88310.869623 + Penalty 3127.006606 = -85183.863017
  nChanged 118
		SP:Iteration 1F (65767.140000 sec): 3 clusters
  Score: Raw -88882.413076 + Penalty 3127.006606 = -85755.406470
  nChanged 62
		SP:Iteration 2F (65767.160000 sec): 3 clusters
  Score: Raw -89448.368724 + Penalty 3127.006606 = -86321.362118
  nChanged 45
		SP:Iteration 3F (65767.180000 sec): 3 clusters
  Score: Raw -89586.289391 + Penalty 3127.006606 = -86459.282785
  nChanged 22
		SP:Iteration 4Q (65767.200000 sec): 3 clusters
  Score: Raw -89665.607692 + Penalty 3127.006606 = -86538.601086
  nChanged 13
		SP:Iteration 5Q (65767.220000 sec): 3 clusters
  Score: Raw -89707.285590 + Penalty 3127.006606 = -86580.278984
  nChanged 2
		SP:Iteration 6Q (65767.250000 sec): 3 clusters
  Score: Raw -89712.960446 + Penalty 3127.006606 = -86585.953840
  nChanged 1
		SP:Iteration 7Q (65767.270000 sec): 3 clusters
  Score: Raw -89714.082495 + Penalty 3127.006606 = -86587.075889
  nChanged 0
		SP:Iteration 8F (65767.290000 sec): 3 clusters
  Score: Raw -89714.082495 + Penalty 3127.006606 = -86587.075889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65767.310000 sec): 2 clusters
  Score: Raw -52299.371293 + Penalty 1431.317399 = -50868.053894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65767.330000 sec): 3 clusters
  Score: Raw -52426.216115 + Penalty 2862.634797 = -49563.581318
  nChanged 34
		SP:Iteration 1F (65767.340000 sec): 3 clusters
  Score: Raw -52544.232605 + Penalty 2862.634797 = -49681.597808
  nChanged 10
		SP:Iteration 2Q (65767.350000 sec): 3 clusters
  Score: Raw -52610.609985 + Penalty 2862.634797 = -49747.975188
  nChanged 6
		SP:Iteration 3Q (65767.360000 sec): 3 clusters
  Score: Raw -52731.638205 + Penalty 2862.634797 = -49869.003408
  nChanged 10
		SP:Iteration 4Q (65767.380000 sec): 3 clusters
  Score: Raw -53057.894037 + Penalty 2862.634797 = -50195.259240
  nChanged 19
		SP:Iteration 5F (65767.390000 sec): 3 clusters
  Score: Raw -53134.838687 + Penalty 2862.634797 = -50272.203890
  nChanged 7
		SP:Iteration 6Q (65767.400000 sec): 3 clusters
  Score: Raw -53169.865937 + Penalty 2862.634797 = -50307.231140
  nChanged 6
		SP:Iteration 7Q (65767.410000 sec): 3 clusters
  Score: Raw -53203.685461 + Penalty 2862.634797 = -50341.050663
  nChanged 5
		SP:Iteration 8Q (65767.420000 sec): 3 clusters
  Score: Raw -53235.920082 + Penalty 2862.634797 = -50373.285285
  nChanged 6
		SP:Iteration 9Q (65767.430000 sec): 3 clusters
  Score: Raw -53261.341562 + Penalty 2862.634797 = -50398.706765
  nChanged 1
		SP:Iteration 10Q (65767.440000 sec): 3 clusters
  Score: Raw -53264.124428 + Penalty 2862.634797 = -50401.489630
  nChanged 0
		SP:Iteration 11F (65767.460000 sec): 3 clusters
  Score: Raw -53264.124428 + Penalty 2862.634797 = -50401.489630
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 17 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65767.480000 sec): 2 clusters
  Score: Raw -30435.983482 + Penalty 1351.857536 = -29084.125945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65767.490000 sec): 3 clusters
  Score: Raw -30677.818207 + Penalty 2703.715073 = -27974.103134
  nChanged 28
		SP:Iteration 1F (65767.500000 sec): 3 clusters
  Score: Raw -30758.719024 + Penalty 2703.715073 = -28055.003951
  nChanged 9
		SP:Iteration 2Q (65767.500000 sec): 3 clusters
  Score: Raw -30783.712398 + Penalty 2703.715073 = -28079.997326
  nChanged 5
		SP:Iteration 3Q (65767.510000 sec): 3 clusters
  Score: Raw -30795.091809 + Penalty 2703.715073 = -28091.376736
  nChanged 1
		SP:Iteration 4Q (65767.520000 sec): 3 clusters
  Score: Raw -30797.268896 + Penalty 2703.715073 = -28093.553823
  nChanged 0
		SP:Iteration 5F (65767.520000 sec): 3 clusters
  Score: Raw -30797.268896 + Penalty 2703.715073 = -28093.553823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 18 (1568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65767.580000 sec): 2 clusters
  Score: Raw -288634.100742 + Penalty 1824.673938 = -286809.426804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65767.620000 sec): 3 clusters
  Score: Raw -288157.137188 + Penalty 3649.347876 = -284507.789312
  nChanged 465
		SP:Iteration 1F (65767.660000 sec): 3 clusters
  Score: Raw -288530.519564 + Penalty 3649.347876 = -284881.171689
  nChanged 100
		SP:Iteration 2F (65767.700000 sec): 3 clusters
  Score: Raw -288618.052525 + Penalty 3649.347876 = -284968.704650
  nChanged 48
		SP:Iteration 3Q (65767.740000 sec): 3 clusters
  Score: Raw -288660.151894 + Penalty 3649.347876 = -285010.804018
  nChanged 30
		SP:Iteration 4Q (65767.780000 sec): 3 clusters
  Score: Raw -288688.402445 + Penalty 3649.347876 = -285039.054569
  nChanged 22
		SP:Iteration 5Q (65767.820000 sec): 3 clusters
  Score: Raw -288707.690132 + Penalty 3649.347876 = -285058.342257
  nChanged 18
		SP:Iteration 6Q (65767.860000 sec): 3 clusters
  Score: Raw -288723.897514 + Penalty 3649.347876 = -285074.549638
  nChanged 17
		SP:Iteration 7Q (65767.900000 sec): 3 clusters
  Score: Raw -288744.507216 + Penalty 3649.347876 = -285095.159341
  nChanged 16
		SP:Iteration 8Q (65767.940000 sec): 3 clusters
  Score: Raw -288757.145558 + Penalty 3649.347876 = -285107.797682
  nChanged 12
		SP:Iteration 9Q (65767.980000 sec): 3 clusters
  Score: Raw -288769.371965 + Penalty 3649.347876 = -285120.024089
  nChanged 9
		SP:Iteration 10Q (65768.110000 sec): 3 clusters
  Score: Raw -288776.811255 + Penalty 3649.347876 = -285127.463380
  nChanged 7
		SP:Iteration 11Q (65768.280000 sec): 3 clusters
  Score: Raw -288783.758882 + Penalty 3649.347876 = -285134.411007
  nChanged 10
		SP:Iteration 12Q (65768.340000 sec): 3 clusters
  Score: Raw -288792.358371 + Penalty 3649.347876 = -285143.010496
  nChanged 8
		SP:Iteration 13Q (65768.380000 sec): 3 clusters
  Score: Raw -288801.535869 + Penalty 3649.347876 = -285152.187993
  nChanged 8
		SP:Iteration 14Q (65768.420000 sec): 3 clusters
  Score: Raw -288806.949495 + Penalty 3649.347876 = -285157.601620
  nChanged 3
		SP:Iteration 15Q (65768.460000 sec): 3 clusters
  Score: Raw -288810.004727 + Penalty 3649.347876 = -285160.656851
  nChanged 2
		SP:Iteration 16Q (65768.500000 sec): 3 clusters
  Score: Raw -288811.594161 + Penalty 3649.347876 = -285162.246285
  nChanged 0
		SP:Iteration 17F (65768.540000 sec): 3 clusters
  Score: Raw -288811.594161 + Penalty 3649.347876 = -285162.246285
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (14721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65768.750000 sec): 2 clusters
  Score: Raw -2725222.878298 + Penalty 2380.063521 = -2722842.814777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65769.030000 sec): 3 clusters
  Score: Raw -2716892.506982 + Penalty 4760.127041 = -2712132.379941
  nChanged 6250
		SP:Iteration 1F (65769.300000 sec): 3 clusters
  Score: Raw -2720311.034021 + Penalty 4760.127041 = -2715550.906980
  nChanged 914
		SP:Iteration 2F (65769.580000 sec): 3 clusters
  Score: Raw -2720747.141045 + Penalty 4760.127041 = -2715987.014004
  nChanged 792
		SP:Iteration 3F (65769.850000 sec): 3 clusters
  Score: Raw -2721107.037404 + Penalty 4760.127041 = -2716346.910363
  nChanged 687
		SP:Iteration 4Q (65770.120000 sec): 3 clusters
  Score: Raw -2721481.828915 + Penalty 4760.127041 = -2716721.701874
  nChanged 698
		SP:Iteration 5Q (65770.400000 sec): 3 clusters
  Score: Raw -2721884.293673 + Penalty 4760.127041 = -2717124.166632
  nChanged 734
		SP:Iteration 6Q (65770.680000 sec): 3 clusters
  Score: Raw -2722366.461479 + Penalty 4760.127041 = -2717606.334438
  nChanged 770
		SP:Iteration 7F (65770.950000 sec): 3 clusters
  Score: Raw -2722914.733454 + Penalty 4760.127041 = -2718154.606413
  nChanged 768
		SP:Iteration 8F (65771.220000 sec): 3 clusters
  Score: Raw -2723505.903546 + Penalty 4760.127041 = -2718745.776505
  nChanged 728
		SP:Iteration 9Q (65771.500000 sec): 3 clusters
  Score: Raw -2724124.178047 + Penalty 4760.127041 = -2719364.051006
  nChanged 631
		SP:Iteration 10Q (65771.770000 sec): 3 clusters
  Score: Raw -2724735.726050 + Penalty 4760.127041 = -2719975.599009
  nChanged 525
		SP:Iteration 11Q (65772.050000 sec): 3 clusters
  Score: Raw -2725285.500342 + Penalty 4760.127041 = -2720525.373301
  nChanged 398
		SP:Iteration 12Q (65772.330000 sec): 3 clusters
  Score: Raw -2725796.366746 + Penalty 4760.127041 = -2721036.239705
  nChanged 301
		SP:Iteration 13Q (65772.610000 sec): 3 clusters
  Score: Raw -2726173.861696 + Penalty 4760.127041 = -2721413.734655
  nChanged 226
		SP:Iteration 14Q (65772.880000 sec): 3 clusters
  Score: Raw -2726421.039975 + Penalty 4760.127041 = -2721660.912934
  nChanged 152
		SP:Iteration 15Q (65773.120000 sec): 3 clusters
  Score: Raw -2726574.902951 + Penalty 4760.127041 = -2721814.775910
  nChanged 123
		SP:Iteration 16Q (65773.360000 sec): 3 clusters
  Score: Raw -2726686.817073 + Penalty 4760.127041 = -2721926.690032
  nChanged 77
		SP:Iteration 17Q (65773.590000 sec): 3 clusters
  Score: Raw -2726745.905119 + Penalty 4760.127041 = -2721985.778078
  nChanged 59
		SP:Iteration 18Q (65773.830000 sec): 3 clusters
  Score: Raw -2726784.241728 + Penalty 4760.127041 = -2722024.114687
  nChanged 36
		SP:Iteration 19Q (65774.060000 sec): 3 clusters
  Score: Raw -2726804.635469 + Penalty 4760.127041 = -2722044.508428
  nChanged 25
		SP:Iteration 20F (65774.340000 sec): 3 clusters
  Score: Raw -2726818.892956 + Penalty 4760.127041 = -2722058.765915
  nChanged 22
		SP:Iteration 21Q (65774.620000 sec): 3 clusters
  Score: Raw -2726827.717597 + Penalty 4760.127041 = -2722067.590556
  nChanged 21
		SP:Iteration 22Q (65774.900000 sec): 3 clusters
  Score: Raw -2726837.986342 + Penalty 4760.127041 = -2722077.859301
  nChanged 11
		SP:Iteration 23Q (65775.170000 sec): 3 clusters
  Score: Raw -2726842.198947 + Penalty 4760.127041 = -2722082.071906
  nChanged 9
		SP:Iteration 24Q (65775.450000 sec): 3 clusters
  Score: Raw -2726846.020247 + Penalty 4760.127041 = -2722085.893206
  nChanged 6
		SP:Iteration 25Q (65775.720000 sec): 3 clusters
  Score: Raw -2726847.808658 + Penalty 4760.127041 = -2722087.681616
  nChanged 1
		SP:Iteration 26Q (65775.980000 sec): 3 clusters
  Score: Raw -2726848.212004 + Penalty 4760.127041 = -2722088.084963
  nChanged 0
		SP:Iteration 27F (65776.270000 sec): 3 clusters
  Score: Raw -2726848.212004 + Penalty 4760.127041 = -2722088.084963
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (96 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65776.330000 sec): 2 clusters
  Score: Raw -15764.480293 + Penalty 1131.958351 = -14632.521941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65776.490000 sec): 3 clusters
  Score: Raw -16135.951512 + Penalty 2263.916703 = -13872.034809
  nChanged 1
		SP:Iteration 1Q (65776.650000 sec): 3 clusters
  Score: Raw -16164.247234 + Penalty 2263.916703 = -13900.330531
  nChanged 0
		SP:Iteration 2F (65776.810000 sec): 3 clusters
  Score: Raw -16164.247234 + Penalty 2263.916703 = -13900.330531
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65776.890000 sec): 2 clusters
  Score: Raw -42498.585113 + Penalty 1401.817317 = -41096.767797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65777.050000 sec): 3 clusters
  Score: Raw -42694.875071 + Penalty 2803.634633 = -39891.240437
  nChanged 48
		SP:Iteration 1F (65777.210000 sec): 3 clusters
  Score: Raw -42873.816176 + Penalty 2803.634633 = -40070.181543
  nChanged 13
		SP:Iteration 2Q (65777.370000 sec): 3 clusters
  Score: Raw -42936.239064 + Penalty 2803.634633 = -40132.604430
  nChanged 6
		SP:Iteration 3Q (65777.530000 sec): 3 clusters
  Score: Raw -42972.748550 + Penalty 2803.634633 = -40169.113916
  nChanged 2
		SP:Iteration 4Q (65777.690000 sec): 3 clusters
  Score: Raw -42976.926033 + Penalty 2803.634633 = -40173.291399
  nChanged 1
		SP:Iteration 5Q (65777.870000 sec): 3 clusters
  Score: Raw -42978.821179 + Penalty 2803.634633 = -40175.186546
  nChanged 0
		SP:Iteration 6F (65778.040000 sec): 3 clusters
  Score: Raw -42978.821179 + Penalty 2803.634633 = -40175.186546
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 22 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65778.130000 sec): 2 clusters
  Score: Raw -30166.244306 + Penalty 1348.643669 = -28817.600637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65778.310000 sec): 3 clusters
  Score: Raw -30511.843530 + Penalty 2697.287337 = -27814.556193
  nChanged 26
		SP:Iteration 1F (65778.480000 sec): 3 clusters
  Score: Raw -30603.442964 + Penalty 2697.287337 = -27906.155627
  nChanged 11
		SP:Iteration 2Q (65778.660000 sec): 3 clusters
  Score: Raw -30643.847502 + Penalty 2697.287337 = -27946.560164
  nChanged 8
		SP:Iteration 3Q (65778.830000 sec): 3 clusters
  Score: Raw -30681.268617 + Penalty 2697.287337 = -27983.981280
  nChanged 3
		SP:Iteration 4Q (65779.010000 sec): 3 clusters
  Score: Raw -30687.225601 + Penalty 2697.287337 = -27989.938264
  nChanged 2
		SP:Iteration 5Q (65779.180000 sec): 3 clusters
  Score: Raw -30707.985507 + Penalty 2697.287337 = -28010.698170
  nChanged 3
		SP:Iteration 6Q (65779.270000 sec): 3 clusters
  Score: Raw -30715.214990 + Penalty 2697.287337 = -28017.927653
  nChanged 1
		SP:Iteration 7Q (65779.280000 sec): 3 clusters
  Score: Raw -30716.529034 + Penalty 2697.287337 = -28019.241697
  nChanged 1
		SP:Iteration 8Q (65779.290000 sec): 3 clusters
  Score: Raw -30721.114207 + Penalty 2697.287337 = -28023.826870
  nChanged 2
		SP:Iteration 9Q (65779.300000 sec): 3 clusters
  Score: Raw -30731.837257 + Penalty 2697.287337 = -28034.549919
  nChanged 0
		SP:Iteration 10F (65779.300000 sec): 3 clusters
  Score: Raw -30731.837257 + Penalty 2697.287337 = -28034.549919
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 23 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65779.330000 sec): 2 clusters
  Score: Raw -58812.696917 + Penalty 1482.763670 = -57329.933247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65779.350000 sec): 3 clusters
  Score: Raw -58891.961000 + Penalty 2965.527339 = -55926.433660
  nChanged 71
		SP:Iteration 1F (65779.360000 sec): 3 clusters
  Score: Raw -59028.495973 + Penalty 2965.527339 = -56062.968634
  nChanged 14
		SP:Iteration 2Q (65779.380000 sec): 3 clusters
  Score: Raw -59059.547207 + Penalty 2965.527339 = -56094.019868
  nChanged 8
		SP:Iteration 3Q (65779.400000 sec): 3 clusters
  Score: Raw -59081.595321 + Penalty 2965.527339 = -56116.067982
  nChanged 5
		SP:Iteration 4Q (65779.410000 sec): 3 clusters
  Score: Raw -59090.844734 + Penalty 2965.527339 = -56125.317395
  nChanged 4
		SP:Iteration 5Q (65779.420000 sec): 3 clusters
  Score: Raw -59097.581318 + Penalty 2965.527339 = -56132.053978
  nChanged 2
		SP:Iteration 6Q (65779.440000 sec): 3 clusters
  Score: Raw -59101.100895 + Penalty 2965.527339 = -56135.573555
  nChanged 1
		SP:Iteration 7Q (65779.460000 sec): 3 clusters
  Score: Raw -59103.194947 + Penalty 2965.527339 = -56137.667608
  nChanged 2
		SP:Iteration 8Q (65779.470000 sec): 3 clusters
  Score: Raw -59108.748396 + Penalty 2965.527339 = -56143.221057
  nChanged 1
		SP:Iteration 9Q (65779.490000 sec): 3 clusters
  Score: Raw -59111.689822 + Penalty 2965.527339 = -56146.162483
  nChanged 1
		SP:Iteration 10Q (65779.500000 sec): 3 clusters
  Score: Raw -59112.502483 + Penalty 2965.527339 = -56146.975144
  nChanged 0
		SP:Iteration 11F (65779.520000 sec): 3 clusters
  Score: Raw -59112.502483 + Penalty 2965.527339 = -56146.975144
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 24 (2083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65779.580000 sec): 2 clusters
  Score: Raw -383065.212959 + Penalty 1895.107981 = -381170.104978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65779.630000 sec): 3 clusters
  Score: Raw -382280.164007 + Penalty 3790.215963 = -378489.948045
  nChanged 676
		SP:Iteration 1F (65779.680000 sec): 3 clusters
  Score: Raw -382844.067706 + Penalty 3790.215963 = -379053.851743
  nChanged 176
		SP:Iteration 2F (65779.730000 sec): 3 clusters
  Score: Raw -383037.712344 + Penalty 3790.215963 = -379247.496381
  nChanged 115
		SP:Iteration 3F (65779.780000 sec): 3 clusters
  Score: Raw -383175.777960 + Penalty 3790.215963 = -379385.561997
  nChanged 85
		SP:Iteration 4Q (65779.830000 sec): 3 clusters
  Score: Raw -383278.708363 + Penalty 3790.215963 = -379488.492400
  nChanged 86
		SP:Iteration 5Q (65779.880000 sec): 3 clusters
  Score: Raw -383408.772882 + Penalty 3790.215963 = -379618.556919
  nChanged 104
		SP:Iteration 6Q (65779.920000 sec): 3 clusters
  Score: Raw -383568.646107 + Penalty 3790.215963 = -379778.430144
  nChanged 124
		SP:Iteration 7F (65779.980000 sec): 3 clusters
  Score: Raw -383772.782125 + Penalty 3790.215963 = -379982.566163
  nChanged 152
		SP:Iteration 8F (65780.020000 sec): 3 clusters
  Score: Raw -384046.301892 + Penalty 3790.215963 = -380256.085930
  nChanged 137
		SP:Iteration 9F (65780.070000 sec): 3 clusters
  Score: Raw -384313.713783 + Penalty 3790.215963 = -380523.497820
  nChanged 120
		SP:Iteration 10F (65780.120000 sec): 3 clusters
  Score: Raw -384555.191118 + Penalty 3790.215963 = -380764.975155
  nChanged 85
		SP:Iteration 11Q (65780.170000 sec): 3 clusters
  Score: Raw -384678.618450 + Penalty 3790.215963 = -380888.402487
  nChanged 50
		SP:Iteration 12Q (65780.220000 sec): 3 clusters
  Score: Raw -384728.005981 + Penalty 3790.215963 = -380937.790018
  nChanged 21
		SP:Iteration 13Q (65780.270000 sec): 3 clusters
  Score: Raw -384749.404556 + Penalty 3790.215963 = -380959.188593
  nChanged 13
		SP:Iteration 14Q (65780.320000 sec): 3 clusters
  Score: Raw -384759.246196 + Penalty 3790.215963 = -380969.030233
  nChanged 9
		SP:Iteration 15Q (65780.370000 sec): 3 clusters
  Score: Raw -384768.720520 + Penalty 3790.215963 = -380978.504557
  nChanged 6
		SP:Iteration 16Q (65780.420000 sec): 3 clusters
  Score: Raw -384773.373797 + Penalty 3790.215963 = -380983.157834
  nChanged 3
		SP:Iteration 17Q (65780.460000 sec): 3 clusters
  Score: Raw -384775.379607 + Penalty 3790.215963 = -380985.163644
  nChanged 2
		SP:Iteration 18Q (65780.510000 sec): 3 clusters
  Score: Raw -384776.749218 + Penalty 3790.215963 = -380986.533255
  nChanged 2
		SP:Iteration 19Q (65780.560000 sec): 3 clusters
  Score: Raw -384779.731801 + Penalty 3790.215963 = -380989.515838
  nChanged 2
		SP:Iteration 20F (65780.610000 sec): 3 clusters
  Score: Raw -384780.520428 + Penalty 3790.215963 = -380990.304466
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 25 (209019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65781.890000 sec): 2 clusters
  Score: Raw -37403558.583166 + Penalty 3038.044748 = -37400520.538418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65783.970000 sec): 3 clusters
  Score: Raw -37266270.638673 + Penalty 6076.089496 = -37260194.549176
  nChanged 100679
		SP:Iteration 1F (65786.020000 sec): 3 clusters
  Score: Raw -37325296.819994 + Penalty 6076.089496 = -37319220.730498
  nChanged 5708
		SP:Iteration 2Q (65788.260000 sec): 3 clusters
  Score: Raw -37326498.513513 + Penalty 6076.089496 = -37320422.424017
  nChanged 6264
		SP:Iteration 3Q (65790.430000 sec): 3 clusters
  Score: Raw -37327940.154042 + Penalty 6076.089496 = -37321864.064546
  nChanged 6739
		SP:Iteration 4Q (65792.660000 sec): 3 clusters
  Score: Raw -37329741.120058 + Penalty 6076.089496 = -37323665.030562
  nChanged 7571
		SP:Iteration 5Q (65794.810000 sec): 3 clusters
  Score: Raw -37332171.005930 + Penalty 6076.089496 = -37326094.916434
  nChanged 8487
		SP:Iteration 6Q (65796.930000 sec): 3 clusters
  Score: Raw -37335409.954602 + Penalty 6076.089496 = -37329333.865106
  nChanged 9284
		SP:Iteration 7Q (65799.140000 sec): 3 clusters
  Score: Raw -37339490.425995 + Penalty 6076.089496 = -37333414.336499
  nChanged 10099
		SP:Iteration 8Q (65801.370000 sec): 3 clusters
  Score: Raw -37344590.307868 + Penalty 6076.089496 = -37338514.218372
  nChanged 10787
		SP:Iteration 9F (65803.470000 sec): 3 clusters
  Score: Raw -37350775.308679 + Penalty 6076.089496 = -37344699.219182
  nChanged 11586
		SP:Iteration 10F (65805.500000 sec): 3 clusters
  Score: Raw -37358024.105704 + Penalty 6076.089496 = -37351948.016208
  nChanged 12489
		SP:Iteration 11F (65807.630000 sec): 3 clusters
  Score: Raw -37366358.977168 + Penalty 6076.089496 = -37360282.887672
  nChanged 13036
		SP:Iteration 12F (65809.740000 sec): 3 clusters
  Score: Raw -37375534.124307 + Penalty 6076.089496 = -37369458.034811
  nChanged 12365
		SP:Iteration 13F (65811.830000 sec): 3 clusters
  Score: Raw -37384363.995405 + Penalty 6076.089496 = -37378287.905909
  nChanged 10479
		SP:Iteration 14F (65813.900000 sec): 3 clusters
  Score: Raw -37391677.138666 + Penalty 6076.089496 = -37385601.049170
  nChanged 7729
		SP:Iteration 15Q (65815.860000 sec): 3 clusters
  Score: Raw -37396719.210760 + Penalty 6076.089496 = -37390643.121264
  nChanged 5188
		SP:Iteration 16Q (65817.750000 sec): 3 clusters
  Score: Raw -37399885.265970 + Penalty 6076.089496 = -37393809.176474
  nChanged 3223
		SP:Iteration 17Q (65819.510000 sec): 3 clusters
  Score: Raw -37401682.810131 + Penalty 6076.089496 = -37395606.720635
  nChanged 1932
		SP:Iteration 18Q (65821.290000 sec): 3 clusters
  Score: Raw -37402696.451679 + Penalty 6076.089496 = -37396620.362182
  nChanged 1170
		SP:Iteration 19Q (65823.050000 sec): 3 clusters
  Score: Raw -37403273.650778 + Penalty 6076.089496 = -37397197.561282
  nChanged 708
		SP:Iteration 20F (65825.050000 sec): 3 clusters
  Score: Raw -37403600.535615 + Penalty 6076.089496 = -37397524.446119
  nChanged 450
		SP:Iteration 21Q (65826.780000 sec): 3 clusters
  Score: Raw -37403800.359466 + Penalty 6076.089496 = -37397724.269970
  nChanged 283
		SP:Iteration 22Q (65828.550000 sec): 3 clusters
  Score: Raw -37403913.990135 + Penalty 6076.089496 = -37397837.900639
  nChanged 218
		SP:Iteration 23Q (65830.290000 sec): 3 clusters
  Score: Raw -37403996.713911 + Penalty 6076.089496 = -37397920.624415
  nChanged 169
		SP:Iteration 24Q (65831.900000 sec): 3 clusters
  Score: Raw -37404059.368426 + Penalty 6076.089496 = -37397983.278930
  nChanged 119
		SP:Iteration 25Q (65833.640000 sec): 3 clusters
  Score: Raw -37404101.218525 + Penalty 6076.089496 = -37398025.129029
  nChanged 85
		SP:Iteration 26Q (65835.380000 sec): 3 clusters
  Score: Raw -37404133.937146 + Penalty 6076.089496 = -37398057.847649
  nChanged 74
		SP:Iteration 27Q (65837.120000 sec): 3 clusters
  Score: Raw -37404160.122056 + Penalty 6076.089496 = -37398084.032560
  nChanged 42
		SP:Iteration 28Q (65838.890000 sec): 3 clusters
  Score: Raw -37404175.661847 + Penalty 6076.089496 = -37398099.572351
  nChanged 43
		SP:Iteration 29Q (65840.610000 sec): 3 clusters
  Score: Raw -37404190.773503 + Penalty 6076.089496 = -37398114.684007
  nChanged 52
		SP:Iteration 30Q (65842.300000 sec): 3 clusters
  Score: Raw -37404210.085346 + Penalty 6076.089496 = -37398133.995850
  nChanged 51
		SP:Iteration 31Q (65843.960000 sec): 3 clusters
  Score: Raw -37404229.695730 + Penalty 6076.089496 = -37398153.606234
  nChanged 40
		SP:Iteration 32Q (65845.660000 sec): 3 clusters
  Score: Raw -37404243.002893 + Penalty 6076.089496 = -37398166.913396
  nChanged 28
		SP:Iteration 33Q (65847.360000 sec): 3 clusters
  Score: Raw -37404251.103962 + Penalty 6076.089496 = -37398175.014466
  nChanged 32
		SP:Iteration 34Q (65849.040000 sec): 3 clusters
  Score: Raw -37404260.592939 + Penalty 6076.089496 = -37398184.503442
  nChanged 20
		SP:Iteration 35Q (65850.780000 sec): 3 clusters
  Score: Raw -37404267.168505 + Penalty 6076.089496 = -37398191.079009
  nChanged 17
		SP:Iteration 36Q (65852.520000 sec): 3 clusters
  Score: Raw -37404272.223570 + Penalty 6076.089496 = -37398196.134074
  nChanged 10
		SP:Iteration 37Q (65854.130000 sec): 3 clusters
  Score: Raw -37404275.964397 + Penalty 6076.089496 = -37398199.874901
  nChanged 13
		SP:Iteration 38Q (65855.830000 sec): 3 clusters
  Score: Raw -37404280.635929 + Penalty 6076.089496 = -37398204.546433
  nChanged 11
		SP:Iteration 39Q (65857.560000 sec): 3 clusters
  Score: Raw -37404283.875895 + Penalty 6076.089496 = -37398207.786399
  nChanged 11
		SP:Iteration 40F (65859.580000 sec): 3 clusters
  Score: Raw -37404287.106955 + Penalty 6076.089496 = -37398211.017459
  nChanged 12
		SP:Iteration 41Q (65861.200000 sec): 3 clusters
  Score: Raw -37404290.122655 + Penalty 6076.089496 = -37398214.033159
  nChanged 6
		SP:Iteration 42Q (65862.880000 sec): 3 clusters
  Score: Raw -37404291.639691 + Penalty 6076.089496 = -37398215.550194
  nChanged 2
		SP:Iteration 43Q (65864.570000 sec): 3 clusters
  Score: Raw -37404292.094844 + Penalty 6076.089496 = -37398216.005347
  nChanged 0
		SP:Iteration 44F (65866.570000 sec): 3 clusters
  Score: Raw -37404292.094844 + Penalty 6076.089496 = -37398216.005347
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65866.660000 sec): 2 clusters
  Score: Raw -36807.423277 + Penalty 1343.192900 = -35464.230377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65866.840000 sec): 3 clusters
  Score: Raw -37144.288492 + Penalty 2686.385799 = -34457.902692
  nChanged 38
		SP:Iteration 1F (65867.010000 sec): 3 clusters
  Score: Raw -37320.723612 + Penalty 2686.385799 = -34634.337813
  nChanged 15
		SP:Iteration 2F (65867.190000 sec): 3 clusters
  Score: Raw -37384.872519 + Penalty 2686.385799 = -34698.486720
  nChanged 7
		SP:Iteration 3Q (65867.370000 sec): 3 clusters
  Score: Raw -37413.930564 + Penalty 2686.385799 = -34727.544764
  nChanged 1
		SP:Iteration 4Q (65867.540000 sec): 3 clusters
  Score: Raw -37419.693369 + Penalty 2686.385799 = -34733.307570
  nChanged 0
		SP:Iteration 5F (65867.720000 sec): 3 clusters
  Score: Raw -37419.693369 + Penalty 2686.385799 = -34733.307570
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65867.810000 sec): 2 clusters
  Score: Raw -106895.201339 + Penalty 1604.374079 = -105290.827261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65867.980000 sec): 3 clusters
  Score: Raw -106806.360922 + Penalty 3208.748157 = -103597.612765
  nChanged 127
		SP:Iteration 1F (65868.160000 sec): 3 clusters
  Score: Raw -107103.242117 + Penalty 3208.748157 = -103894.493960
  nChanged 46
		SP:Iteration 2F (65868.330000 sec): 3 clusters
  Score: Raw -107286.048883 + Penalty 3208.748157 = -104077.300726
  nChanged 35
		SP:Iteration 3F (65868.510000 sec): 3 clusters
  Score: Raw -107383.184406 + Penalty 3208.748157 = -104174.436249
  nChanged 26
		SP:Iteration 4Q (65868.530000 sec): 3 clusters
  Score: Raw -107447.964940 + Penalty 3208.748157 = -104239.216783
  nChanged 18
		SP:Iteration 5Q (65868.540000 sec): 3 clusters
  Score: Raw -107493.691718 + Penalty 3208.748157 = -104284.943561
  nChanged 14
		SP:Iteration 6Q (65868.570000 sec): 3 clusters
  Score: Raw -107521.169248 + Penalty 3208.748157 = -104312.421091
  nChanged 14
		SP:Iteration 7Q (65868.590000 sec): 3 clusters
  Score: Raw -107555.742664 + Penalty 3208.748157 = -104346.994507
  nChanged 11
		SP:Iteration 8Q (65868.610000 sec): 3 clusters
  Score: Raw -107578.658451 + Penalty 3208.748157 = -104369.910294
  nChanged 5
		SP:Iteration 9Q (65868.630000 sec): 3 clusters
  Score: Raw -107589.520240 + Penalty 3208.748157 = -104380.772083
  nChanged 3
		SP:Iteration 10Q (65868.660000 sec): 3 clusters
  Score: Raw -107594.353432 + Penalty 3208.748157 = -104385.605275
  nChanged 2
		SP:Iteration 11Q (65868.680000 sec): 3 clusters
  Score: Raw -107597.906719 + Penalty 3208.748157 = -104389.158562
  nChanged 2
		SP:Iteration 12Q (65868.710000 sec): 3 clusters
  Score: Raw -107603.478071 + Penalty 3208.748157 = -104394.729914
  nChanged 1
		SP:Iteration 13Q (65868.730000 sec): 3 clusters
  Score: Raw -107608.408305 + Penalty 3208.748157 = -104399.660148
  nChanged 2
		SP:Iteration 14Q (65868.750000 sec): 3 clusters
  Score: Raw -107611.693011 + Penalty 3208.748157 = -104402.944853
  nChanged 2
		SP:Iteration 15Q (65868.770000 sec): 3 clusters
  Score: Raw -107614.655402 + Penalty 3208.748157 = -104405.907245
  nChanged 1
		SP:Iteration 16Q (65868.800000 sec): 3 clusters
  Score: Raw -107616.110534 + Penalty 3208.748157 = -104407.362377
  nChanged 0
		SP:Iteration 17F (65868.820000 sec): 3 clusters
  Score: Raw -107616.110534 + Penalty 3208.748157 = -104407.362377
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 28 (354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65868.850000 sec): 2 clusters
  Score: Raw -51373.311557 + Penalty 1455.585634 = -49917.725922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65868.870000 sec): 3 clusters
  Score: Raw -51499.883562 + Penalty 2911.171269 = -48588.712293
  nChanged 71
		SP:Iteration 1F (65868.880000 sec): 3 clusters
  Score: Raw -51716.653544 + Penalty 2911.171269 = -48805.482275
  nChanged 17
		SP:Iteration 2Q (65868.890000 sec): 3 clusters
  Score: Raw -51808.426208 + Penalty 2911.171269 = -48897.254939
  nChanged 4
		SP:Iteration 3Q (65868.910000 sec): 3 clusters
  Score: Raw -51827.965290 + Penalty 2911.171269 = -48916.794021
  nChanged 5
		SP:Iteration 4Q (65868.920000 sec): 3 clusters
  Score: Raw -51854.121972 + Penalty 2911.171269 = -48942.950703
  nChanged 1
		SP:Iteration 5Q (65868.940000 sec): 3 clusters
  Score: Raw -51862.339015 + Penalty 2911.171269 = -48951.167746
  nChanged 1
		SP:Iteration 6Q (65868.960000 sec): 3 clusters
  Score: Raw -51866.882837 + Penalty 2911.171269 = -48955.711568
  nChanged 1
		SP:Iteration 7Q (65868.970000 sec): 3 clusters
  Score: Raw -51868.878389 + Penalty 2911.171269 = -48957.707120
  nChanged 0
		SP:Iteration 8F (65868.980000 sec): 3 clusters
  Score: Raw -51868.878389 + Penalty 2911.171269 = -48957.707120
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 29 (264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65869.010000 sec): 2 clusters
  Score: Raw -38421.851845 + Penalty 1382.835378 = -37039.016467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65869.010000 sec): 3 clusters
  Score: Raw -38597.308412 + Penalty 2765.670755 = -35831.637657
  nChanged 27
		SP:Iteration 1F (65869.020000 sec): 3 clusters
  Score: Raw -38709.140142 + Penalty 2765.670755 = -35943.469387
  nChanged 12
		SP:Iteration 2Q (65869.030000 sec): 3 clusters
  Score: Raw -38767.887275 + Penalty 2765.670755 = -36002.216520
  nChanged 4
		SP:Iteration 3Q (65869.040000 sec): 3 clusters
  Score: Raw -38791.760609 + Penalty 2765.670755 = -36026.089853
  nChanged 2
		SP:Iteration 4Q (65869.050000 sec): 3 clusters
  Score: Raw -38828.423257 + Penalty 2765.670755 = -36062.752502
  nChanged 1
		SP:Iteration 5Q (65869.050000 sec): 3 clusters
  Score: Raw -38831.050762 + Penalty 2765.670755 = -36065.380007
  nChanged 0
		SP:Iteration 6F (65869.060000 sec): 3 clusters
  Score: Raw -38831.050762 + Penalty 2765.670755 = -36065.380007
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65869.090000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65869.110000 sec): 3 clusters
  Score: Raw -85432.826143 + Penalty 3126.099012 = -82306.727131
  nChanged 113
		SP:Iteration 1F (65869.130000 sec): 3 clusters
  Score: Raw -85643.742189 + Penalty 3126.099012 = -82517.643177
  nChanged 23
		SP:Iteration 2Q (65869.160000 sec): 3 clusters
  Score: Raw -85695.245290 + Penalty 3126.099012 = -82569.146278
  nChanged 18
		SP:Iteration 3Q (65869.180000 sec): 3 clusters
  Score: Raw -85736.735772 + Penalty 3126.099012 = -82610.636760
  nChanged 10
		SP:Iteration 4Q (65869.210000 sec): 3 clusters
  Score: Raw -85761.228112 + Penalty 3126.099012 = -82635.129100
  nChanged 5
		SP:Iteration 5Q (65869.230000 sec): 3 clusters
  Score: Raw -85772.957756 + Penalty 3126.099012 = -82646.858745
  nChanged 6
		SP:Iteration 6Q (65869.250000 sec): 3 clusters
  Score: Raw -85783.163186 + Penalty 3126.099012 = -82657.064174
  nChanged 1
		SP:Iteration 7Q (65869.270000 sec): 3 clusters
  Score: Raw -85784.360243 + Penalty 3126.099012 = -82658.261231
  nChanged 0
		SP:Iteration 8F (65869.300000 sec): 3 clusters
  Score: Raw -85784.360243 + Penalty 3126.099012 = -82658.261231
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65869.320000 sec): 2 clusters
  Score: Raw -13318.816461 + Penalty 1253.948960 = -12064.867501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65869.330000 sec): 3 clusters
  Score: Raw -13611.532134 + Penalty 2507.897919 = -11103.634215
  nChanged 18
		SP:Iteration 1F (65869.330000 sec): 3 clusters
  Score: Raw -13729.154347 + Penalty 2507.897919 = -11221.256428
  nChanged 2
		SP:Iteration 2Q (65869.340000 sec): 3 clusters
  Score: Raw -13751.653005 + Penalty 2507.897919 = -11243.755086
  nChanged 3
		SP:Iteration 3Q (65869.350000 sec): 3 clusters
  Score: Raw -13768.273806 + Penalty 2507.897919 = -11260.375886
  nChanged 3
		SP:Iteration 4Q (65869.360000 sec): 3 clusters
  Score: Raw -13788.572271 + Penalty 2507.897919 = -11280.674352
  nChanged 1
		SP:Iteration 5Q (65869.370000 sec): 3 clusters
  Score: Raw -13792.043052 + Penalty 2507.897919 = -11284.145132
  nChanged 0
		SP:Iteration 6F (65869.370000 sec): 3 clusters
  Score: Raw -13792.043052 + Penalty 2507.897919 = -11284.145132
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 32 (1117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65869.420000 sec): 2 clusters
  Score: Raw -209996.890790 + Penalty 1740.563646 = -208256.327144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65869.450000 sec): 3 clusters
  Score: Raw -209720.889188 + Penalty 3481.127292 = -206239.761896
  nChanged 337
		SP:Iteration 1F (65869.480000 sec): 3 clusters
  Score: Raw -210063.912343 + Penalty 3481.127292 = -206582.785051
  nChanged 84
		SP:Iteration 2F (65869.510000 sec): 3 clusters
  Score: Raw -210205.997980 + Penalty 3481.127292 = -206724.870687
  nChanged 63
		SP:Iteration 3F (65869.550000 sec): 3 clusters
  Score: Raw -210292.175589 + Penalty 3481.127292 = -206811.048297
  nChanged 34
		SP:Iteration 4Q (65869.580000 sec): 3 clusters
  Score: Raw -210338.958245 + Penalty 3481.127292 = -206857.830953
  nChanged 26
		SP:Iteration 5Q (65869.610000 sec): 3 clusters
  Score: Raw -210380.507154 + Penalty 3481.127292 = -206899.379862
  nChanged 21
		SP:Iteration 6Q (65869.640000 sec): 3 clusters
  Score: Raw -210402.805961 + Penalty 3481.127292 = -206921.678668
  nChanged 15
		SP:Iteration 7Q (65869.670000 sec): 3 clusters
  Score: Raw -210419.669301 + Penalty 3481.127292 = -206938.542009
  nChanged 16
		SP:Iteration 8Q (65869.710000 sec): 3 clusters
  Score: Raw -210433.867805 + Penalty 3481.127292 = -206952.740513
  nChanged 9
		SP:Iteration 9Q (65869.740000 sec): 3 clusters
  Score: Raw -210441.417929 + Penalty 3481.127292 = -206960.290637
  nChanged 7
		SP:Iteration 10Q (65869.770000 sec): 3 clusters
  Score: Raw -210453.785898 + Penalty 3481.127292 = -206972.658606
  nChanged 8
		SP:Iteration 11Q (65869.800000 sec): 3 clusters
  Score: Raw -210463.756916 + Penalty 3481.127292 = -206982.629624
  nChanged 7
		SP:Iteration 12Q (65869.830000 sec): 3 clusters
  Score: Raw -210468.011277 + Penalty 3481.127292 = -206986.883985
  nChanged 2
		SP:Iteration 13Q (65869.870000 sec): 3 clusters
  Score: Raw -210471.651641 + Penalty 3481.127292 = -206990.524349
  nChanged 2
		SP:Iteration 14Q (65869.900000 sec): 3 clusters
  Score: Raw -210474.129014 + Penalty 3481.127292 = -206993.001722
  nChanged 1
		SP:Iteration 15Q (65869.930000 sec): 3 clusters
  Score: Raw -210476.003586 + Penalty 3481.127292 = -206994.876294
  nChanged 0
		SP:Iteration 16F (65869.960000 sec): 3 clusters
  Score: Raw -210476.003586 + Penalty 3481.127292 = -206994.876294
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 33 (99503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65870.650000 sec): 2 clusters
  Score: Raw -19069372.197521 + Penalty 2853.969882 = -19066518.227638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65871.600000 sec): 3 clusters
  Score: Raw -19005582.923797 + Penalty 5707.939764 = -18999874.984033
  nChanged 47190
		SP:Iteration 1F (65872.530000 sec): 3 clusters
  Score: Raw -19032436.552268 + Penalty 5707.939764 = -19026728.612503
  nChanged 3203
		SP:Iteration 2Q (65873.520000 sec): 3 clusters
  Score: Raw -19033190.166718 + Penalty 5707.939764 = -19027482.226953
  nChanged 3204
		SP:Iteration 3Q (65874.600000 sec): 3 clusters
  Score: Raw -19034004.059525 + Penalty 5707.939764 = -19028296.119760
  nChanged 3358
		SP:Iteration 4Q (65875.640000 sec): 3 clusters
  Score: Raw -19034940.611712 + Penalty 5707.939764 = -19029232.671948
  nChanged 3432
		SP:Iteration 5Q (65876.670000 sec): 3 clusters
  Score: Raw -19035897.623852 + Penalty 5707.939764 = -19030189.684087
  nChanged 3514
		SP:Iteration 6Q (65877.750000 sec): 3 clusters
  Score: Raw -19036946.479945 + Penalty 5707.939764 = -19031238.540181
  nChanged 3907
		SP:Iteration 7Q (65878.790000 sec): 3 clusters
  Score: Raw -19038380.857660 + Penalty 5707.939764 = -19032672.917895
  nChanged 4678
		SP:Iteration 8Q (65879.830000 sec): 3 clusters
  Score: Raw -19040565.005288 + Penalty 5707.939764 = -19034857.065523
  nChanged 5694
		SP:Iteration 9F (65880.820000 sec): 3 clusters
  Score: Raw -19043862.777082 + Penalty 5707.939764 = -19038154.837318
  nChanged 6168
		SP:Iteration 10F (65881.810000 sec): 3 clusters
  Score: Raw -19047763.675772 + Penalty 5707.939764 = -19042055.736007
  nChanged 5962
		SP:Iteration 11F (65882.860000 sec): 3 clusters
  Score: Raw -19051603.595967 + Penalty 5707.939764 = -19045895.656202
  nChanged 5084
		SP:Iteration 12F (65883.900000 sec): 3 clusters
  Score: Raw -19054848.120470 + Penalty 5707.939764 = -19049140.180705
  nChanged 3985
		SP:Iteration 13Q (65884.940000 sec): 3 clusters
  Score: Raw -19057390.829959 + Penalty 5707.939764 = -19051682.890194
  nChanged 3086
		SP:Iteration 14Q (65885.900000 sec): 3 clusters
  Score: Raw -19059179.597298 + Penalty 5707.939764 = -19053471.657534
  nChanged 2393
		SP:Iteration 15Q (65886.890000 sec): 3 clusters
  Score: Raw -19060378.504267 + Penalty 5707.939764 = -19054670.564502
  nChanged 1837
		SP:Iteration 16Q (65887.870000 sec): 3 clusters
  Score: Raw -19061174.317866 + Penalty 5707.939764 = -19055466.378101
  nChanged 1664
		SP:Iteration 17Q (65888.840000 sec): 3 clusters
  Score: Raw -19061828.098781 + Penalty 5707.939764 = -19056120.159017
  nChanged 1593
		SP:Iteration 18Q (65889.830000 sec): 3 clusters
  Score: Raw -19062411.578904 + Penalty 5707.939764 = -19056703.639140
  nChanged 1503
		SP:Iteration 19Q (65890.720000 sec): 3 clusters
  Score: Raw -19062950.799631 + Penalty 5707.939764 = -19057242.859867
  nChanged 1446
		SP:Iteration 20F (65891.730000 sec): 3 clusters
  Score: Raw -19063478.882132 + Penalty 5707.939764 = -19057770.942367
  nChanged 1445
		SP:Iteration 21Q (65892.660000 sec): 3 clusters
  Score: Raw -19064010.023018 + Penalty 5707.939764 = -19058302.083253
  nChanged 1336
		SP:Iteration 22Q (65893.630000 sec): 3 clusters
  Score: Raw -19064503.898759 + Penalty 5707.939764 = -19058795.958994
  nChanged 1287
		SP:Iteration 23Q (65894.500000 sec): 3 clusters
  Score: Raw -19065002.656438 + Penalty 5707.939764 = -19059294.716674
  nChanged 1230
		SP:Iteration 24Q (65895.480000 sec): 3 clusters
  Score: Raw -19065487.487962 + Penalty 5707.939764 = -19059779.548198
  nChanged 1161
		SP:Iteration 25Q (65896.360000 sec): 3 clusters
  Score: Raw -19065953.883782 + Penalty 5707.939764 = -19060245.944018
  nChanged 1060
		SP:Iteration 26Q (65897.260000 sec): 3 clusters
  Score: Raw -19066364.638113 + Penalty 5707.939764 = -19060656.698348
  nChanged 934
		SP:Iteration 27Q (65898.240000 sec): 3 clusters
  Score: Raw -19066740.370613 + Penalty 5707.939764 = -19061032.430848
  nChanged 841
		SP:Iteration 28Q (65899.170000 sec): 3 clusters
  Score: Raw -19067071.673106 + Penalty 5707.939764 = -19061363.733342
  nChanged 744
		SP:Iteration 29Q (65900.110000 sec): 3 clusters
  Score: Raw -19067375.271157 + Penalty 5707.939764 = -19061667.331392
  nChanged 675
		SP:Iteration 30Q (65901.050000 sec): 3 clusters
  Score: Raw -19067646.353416 + Penalty 5707.939764 = -19061938.413652
  nChanged 581
		SP:Iteration 31Q (65901.940000 sec): 3 clusters
  Score: Raw -19067877.134241 + Penalty 5707.939764 = -19062169.194477
  nChanged 543
		SP:Iteration 32Q (65902.840000 sec): 3 clusters
  Score: Raw -19068116.555798 + Penalty 5707.939764 = -19062408.616034
  nChanged 501
		SP:Iteration 33Q (65903.680000 sec): 3 clusters
  Score: Raw -19068344.685118 + Penalty 5707.939764 = -19062636.745354
  nChanged 454
		SP:Iteration 34Q (65904.590000 sec): 3 clusters
  Score: Raw -19068542.660104 + Penalty 5707.939764 = -19062834.720340
  nChanged 380
		SP:Iteration 35Q (65905.420000 sec): 3 clusters
  Score: Raw -19068695.102949 + Penalty 5707.939764 = -19062987.163185
  nChanged 320
		SP:Iteration 36Q (65906.260000 sec): 3 clusters
  Score: Raw -19068818.036040 + Penalty 5707.939764 = -19063110.096275
  nChanged 286
		SP:Iteration 37Q (65907.150000 sec): 3 clusters
  Score: Raw -19068934.961175 + Penalty 5707.939764 = -19063227.021411
  nChanged 246
		SP:Iteration 38Q (65908.020000 sec): 3 clusters
  Score: Raw -19069035.478644 + Penalty 5707.939764 = -19063327.538879
  nChanged 215
		SP:Iteration 39Q (65908.900000 sec): 3 clusters
  Score: Raw -19069123.429105 + Penalty 5707.939764 = -19063415.489340
  nChanged 194
		SP:Iteration 40F (65909.840000 sec): 3 clusters
  Score: Raw -19069199.662494 + Penalty 5707.939764 = -19063491.722729
  nChanged 170
		SP:Iteration 41Q (65910.730000 sec): 3 clusters
  Score: Raw -19069266.258678 + Penalty 5707.939764 = -19063558.318914
  nChanged 171
		SP:Iteration 42Q (65911.630000 sec): 3 clusters
  Score: Raw -19069345.898966 + Penalty 5707.939764 = -19063637.959202
  nChanged 141
		SP:Iteration 43Q (65912.530000 sec): 3 clusters
  Score: Raw -19069404.663367 + Penalty 5707.939764 = -19063696.723602
  nChanged 115
		SP:Iteration 44Q (65913.360000 sec): 3 clusters
  Score: Raw -19069455.669757 + Penalty 5707.939764 = -19063747.729992
  nChanged 105
		SP:Iteration 45Q (65914.220000 sec): 3 clusters
  Score: Raw -19069504.215629 + Penalty 5707.939764 = -19063796.275865
  nChanged 108
		SP:Iteration 46Q (65915.050000 sec): 3 clusters
  Score: Raw -19069553.869327 + Penalty 5707.939764 = -19063845.929562
  nChanged 79
		SP:Iteration 47Q (65915.950000 sec): 3 clusters
  Score: Raw -19069585.882004 + Penalty 5707.939764 = -19063877.942239
  nChanged 58
		SP:Iteration 48Q (65916.810000 sec): 3 clusters
  Score: Raw -19069611.964325 + Penalty 5707.939764 = -19063904.024561
  nChanged 61
		SP:Iteration 49Q (65917.710000 sec): 3 clusters
  Score: Raw -19069637.742517 + Penalty 5707.939764 = -19063929.802753
  nChanged 53
		SP:Iteration 50Q (65918.580000 sec): 3 clusters
  Score: Raw -19069665.213519 + Penalty 5707.939764 = -19063957.273755
  nChanged 48
		SP:Iteration 51Q (65919.450000 sec): 3 clusters
  Score: Raw -19069686.451458 + Penalty 5707.939764 = -19063978.511694
  nChanged 36
		SP:Iteration 52Q (65920.240000 sec): 3 clusters
  Score: Raw -19069701.391117 + Penalty 5707.939764 = -19063993.451352
  nChanged 33
		SP:Iteration 53Q (65921.040000 sec): 3 clusters
  Score: Raw -19069716.294763 + Penalty 5707.939764 = -19064008.354999
  nChanged 31
		SP:Iteration 54Q (65921.870000 sec): 3 clusters
  Score: Raw -19069728.833257 + Penalty 5707.939764 = -19064020.893493
  nChanged 24
		SP:Iteration 55Q (65922.710000 sec): 3 clusters
  Score: Raw -19069739.184927 + Penalty 5707.939764 = -19064031.245163
  nChanged 21
		SP:Iteration 56Q (65923.510000 sec): 3 clusters
  Score: Raw -19069748.409831 + Penalty 5707.939764 = -19064040.470067
  nChanged 20
		SP:Iteration 57Q (65924.400000 sec): 3 clusters
  Score: Raw -19069754.865216 + Penalty 5707.939764 = -19064046.925452
  nChanged 11
		SP:Iteration 58Q (65925.280000 sec): 3 clusters
  Score: Raw -19069760.254959 + Penalty 5707.939764 = -19064052.315194
  nChanged 14
		SP:Iteration 59Q (65926.190000 sec): 3 clusters
  Score: Raw -19069766.002675 + Penalty 5707.939764 = -19064058.062911
  nChanged 12
		SP:Iteration 60F (65927.050000 sec): 3 clusters
  Score: Raw -19069771.398763 + Penalty 5707.939764 = -19064063.458999
  nChanged 11
		SP:Iteration 61Q (65927.880000 sec): 3 clusters
  Score: Raw -19069775.614467 + Penalty 5707.939764 = -19064067.674702
  nChanged 9
		SP:Iteration 62Q (65928.650000 sec): 3 clusters
  Score: Raw -19069780.111759 + Penalty 5707.939764 = -19064072.171995
  nChanged 10
		SP:Iteration 63Q (65929.390000 sec): 3 clusters
  Score: Raw -19069784.172523 + Penalty 5707.939764 = -19064076.232759
  nChanged 3
		SP:Iteration 64Q (65930.270000 sec): 3 clusters
  Score: Raw -19069785.190214 + Penalty 5707.939764 = -19064077.250450
  nChanged 1
		SP:Iteration 65Q (65931.130000 sec): 3 clusters
  Score: Raw -19069785.569517 + Penalty 5707.939764 = -19064077.629753
  nChanged 2
		SP:Iteration 66Q (65931.990000 sec): 3 clusters
  Score: Raw -19069786.180148 + Penalty 5707.939764 = -19064078.240384
  nChanged 2
		SP:Iteration 67Q (65932.780000 sec): 3 clusters
  Score: Raw -19069787.005300 + Penalty 5707.939764 = -19064079.065535
  nChanged 2
		SP:Iteration 68Q (65933.560000 sec): 3 clusters
  Score: Raw -19069787.427360 + Penalty 5707.939764 = -19064079.487596
  nChanged 1
		SP:Iteration 69Q (65934.390000 sec): 3 clusters
  Score: Raw -19069787.818310 + Penalty 5707.939764 = -19064079.878546
  nChanged 3
		SP:Iteration 70Q (65935.310000 sec): 3 clusters
  Score: Raw -19069789.041205 + Penalty 5707.939764 = -19064081.101440
  nChanged 3
		SP:Iteration 71Q (65936.160000 sec): 3 clusters
  Score: Raw -19069790.313043 + Penalty 5707.939764 = -19064082.373279
  nChanged 3
		SP:Iteration 72Q (65937.050000 sec): 3 clusters
  Score: Raw -19069791.567468 + Penalty 5707.939764 = -19064083.627704
  nChanged 4
		SP:Iteration 73Q (65937.940000 sec): 3 clusters
  Score: Raw -19069793.360898 + Penalty 5707.939764 = -19064085.421134
  nChanged 4
		SP:Iteration 74Q (65938.800000 sec): 3 clusters
  Score: Raw -19069795.512467 + Penalty 5707.939764 = -19064087.572702
  nChanged 6
		SP:Iteration 75Q (65939.710000 sec): 3 clusters
  Score: Raw -19069798.216209 + Penalty 5707.939764 = -19064090.276444
  nChanged 9
		SP:Iteration 76Q (65940.490000 sec): 3 clusters
  Score: Raw -19069801.705061 + Penalty 5707.939764 = -19064093.765297
  nChanged 7
		SP:Iteration 77Q (65941.270000 sec): 3 clusters
  Score: Raw -19069805.173399 + Penalty 5707.939764 = -19064097.233634
  nChanged 10
		SP:Iteration 78Q (65942.050000 sec): 3 clusters
  Score: Raw -19069810.222013 + Penalty 5707.939764 = -19064102.282248
  nChanged 7
		SP:Iteration 79Q (65942.900000 sec): 3 clusters
  Score: Raw -19069813.532240 + Penalty 5707.939764 = -19064105.592476
  nChanged 5
		SP:Iteration 80F (65943.870000 sec): 3 clusters
  Score: Raw -19069815.243976 + Penalty 5707.939764 = -19064107.304211
  nChanged 5
		SP:Iteration 81Q (65944.760000 sec): 3 clusters
  Score: Raw -19069816.987916 + Penalty 5707.939764 = -19064109.048152
  nChanged 2
		SP:Iteration 82Q (65945.640000 sec): 3 clusters
  Score: Raw -19069817.403908 + Penalty 5707.939764 = -19064109.464144
  nChanged 1
		SP:Iteration 83Q (65946.530000 sec): 3 clusters
  Score: Raw -19069817.874030 + Penalty 5707.939764 = -19064109.934266
  nChanged 2
		SP:Iteration 84Q (65947.420000 sec): 3 clusters
  Score: Raw -19069818.656838 + Penalty 5707.939764 = -19064110.717074
  nChanged 1
		SP:Iteration 85Q (65948.320000 sec): 3 clusters
  Score: Raw -19069819.285245 + Penalty 5707.939764 = -19064111.345480
  nChanged 2
		SP:Iteration 86Q (65949.200000 sec): 3 clusters
  Score: Raw -19069819.942026 + Penalty 5707.939764 = -19064112.002261
  nChanged 0
		SP:Iteration 87F (65950.170000 sec): 3 clusters
  Score: Raw -19069819.942026 + Penalty 5707.939764 = -19064112.002261
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 34 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65950.240000 sec): 2 clusters
  Score: Raw -65153.944693 + Penalty 1477.047668 = -63676.897026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65950.420000 sec): 3 clusters
  Score: Raw -65220.836691 + Penalty 2954.095335 = -62266.741355
  nChanged 61
		SP:Iteration 1F (65950.600000 sec): 3 clusters
  Score: Raw -65365.316927 + Penalty 2954.095335 = -62411.221591
  nChanged 15
		SP:Iteration 2Q (65950.770000 sec): 3 clusters
  Score: Raw -65402.889031 + Penalty 2954.095335 = -62448.793696
  nChanged 4
		SP:Iteration 3Q (65950.950000 sec): 3 clusters
  Score: Raw -65411.858112 + Penalty 2954.095335 = -62457.762777
  nChanged 2
		SP:Iteration 4Q (65951.120000 sec): 3 clusters
  Score: Raw -65414.583060 + Penalty 2954.095335 = -62460.487725
  nChanged 0
		SP:Iteration 5F (65951.300000 sec): 3 clusters
  Score: Raw -65414.583060 + Penalty 2954.095335 = -62460.487725
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 35 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65951.390000 sec): 2 clusters
  Score: Raw -217538.958770 + Penalty 1764.664367 = -215774.294403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65951.560000 sec): 3 clusters
  Score: Raw -217238.927923 + Penalty 3529.328735 = -213709.599188
  nChanged 334
		SP:Iteration 1F (65951.740000 sec): 3 clusters
  Score: Raw -217589.539166 + Penalty 3529.328735 = -214060.210431
  nChanged 74
		SP:Iteration 2F (65951.920000 sec): 3 clusters
  Score: Raw -217677.372582 + Penalty 3529.328735 = -214148.043848
  nChanged 41
		SP:Iteration 3Q (65952.090000 sec): 3 clusters
  Score: Raw -217729.757880 + Penalty 3529.328735 = -214200.429145
  nChanged 37
		SP:Iteration 4Q (65952.260000 sec): 3 clusters
  Score: Raw -217770.226005 + Penalty 3529.328735 = -214240.897270
  nChanged 23
		SP:Iteration 5Q (65952.430000 sec): 3 clusters
  Score: Raw -217795.670706 + Penalty 3529.328735 = -214266.341972
  nChanged 19
		SP:Iteration 6Q (65952.460000 sec): 3 clusters
  Score: Raw -217816.328825 + Penalty 3529.328735 = -214287.000091
  nChanged 16
		SP:Iteration 7Q (65952.500000 sec): 3 clusters
  Score: Raw -217832.819947 + Penalty 3529.328735 = -214303.491212
  nChanged 11
		SP:Iteration 8Q (65952.530000 sec): 3 clusters
  Score: Raw -217841.584251 + Penalty 3529.328735 = -214312.255516
  nChanged 4
		SP:Iteration 9Q (65952.560000 sec): 3 clusters
  Score: Raw -217844.584552 + Penalty 3529.328735 = -214315.255818
  nChanged 1
		SP:Iteration 10Q (65952.600000 sec): 3 clusters
  Score: Raw -217845.942263 + Penalty 3529.328735 = -214316.613528
  nChanged 1
		SP:Iteration 11Q (65952.630000 sec): 3 clusters
  Score: Raw -217846.473381 + Penalty 3529.328735 = -214317.144646
  nChanged 1
		SP:Iteration 12Q (65952.660000 sec): 3 clusters
  Score: Raw -217848.257157 + Penalty 3529.328735 = -214318.928422
  nChanged 0
		SP:Iteration 13F (65952.690000 sec): 3 clusters
  Score: Raw -217848.257157 + Penalty 3529.328735 = -214318.928422
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 36 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65952.720000 sec): 2 clusters
  Score: Raw -16195.844102 + Penalty 1195.429828 = -15000.414274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65952.730000 sec): 3 clusters
  Score: Raw -16592.280657 + Penalty 2390.859657 = -14201.421001
  nChanged 7
		SP:Iteration 1F (65952.740000 sec): 3 clusters
  Score: Raw -16645.168049 + Penalty 2390.859657 = -14254.308393
  nChanged 3
		SP:Iteration 2Q (65952.750000 sec): 3 clusters
  Score: Raw -16668.596023 + Penalty 2390.859657 = -14277.736367
  nChanged 1
		SP:Iteration 3Q (65952.760000 sec): 3 clusters
  Score: Raw -16672.721363 + Penalty 2390.859657 = -14281.861707
  nChanged 1
		SP:Iteration 4Q (65952.760000 sec): 3 clusters
  Score: Raw -16675.453729 + Penalty 2390.859657 = -14284.594072
  nChanged 1
		SP:Iteration 5Q (65952.770000 sec): 3 clusters
  Score: Raw -16677.859101 + Penalty 2390.859657 = -14286.999445
  nChanged 0
		SP:Iteration 6F (65952.780000 sec): 3 clusters
  Score: Raw -16677.859101 + Penalty 2390.859657 = -14286.999445
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 37 (17043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65952.970000 sec): 2 clusters
  Score: Raw -2918333.074742 + Penalty 2416.386721 = -2915916.688021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65953.260000 sec): 3 clusters
  Score: Raw -2908603.159730 + Penalty 4832.773441 = -2903770.386288
  nChanged 7320
		SP:Iteration 1F (65953.540000 sec): 3 clusters
  Score: Raw -2912498.525900 + Penalty 4832.773441 = -2907665.752459
  nChanged 981
		SP:Iteration 2F (65953.870000 sec): 3 clusters
  Score: Raw -2912938.082165 + Penalty 4832.773441 = -2908105.308724
  nChanged 907
		SP:Iteration 3F (65954.160000 sec): 3 clusters
  Score: Raw -2913383.820686 + Penalty 4832.773441 = -2908551.047245
  nChanged 875
		SP:Iteration 4F (65954.440000 sec): 3 clusters
  Score: Raw -2913823.618160 + Penalty 4832.773441 = -2908990.844719
  nChanged 869
		SP:Iteration 5F (65954.730000 sec): 3 clusters
  Score: Raw -2914268.744985 + Penalty 4832.773441 = -2909435.971543
  nChanged 841
		SP:Iteration 6Q (65955.020000 sec): 3 clusters
  Score: Raw -2914708.516596 + Penalty 4832.773441 = -2909875.743154
  nChanged 852
		SP:Iteration 7Q (65955.300000 sec): 3 clusters
  Score: Raw -2915155.083531 + Penalty 4832.773441 = -2910322.310090
  nChanged 787
		SP:Iteration 8Q (65955.590000 sec): 3 clusters
  Score: Raw -2915593.976199 + Penalty 4832.773441 = -2910761.202757
  nChanged 737
		SP:Iteration 9Q (65955.880000 sec): 3 clusters
  Score: Raw -2916019.124617 + Penalty 4832.773441 = -2911186.351176
  nChanged 687
		SP:Iteration 10Q (65956.160000 sec): 3 clusters
  Score: Raw -2916460.043244 + Penalty 4832.773441 = -2911627.269803
  nChanged 680
		SP:Iteration 11Q (65956.490000 sec): 3 clusters
  Score: Raw -2916911.300702 + Penalty 4832.773441 = -2912078.527260
  nChanged 613
		SP:Iteration 12Q (65956.740000 sec): 3 clusters
  Score: Raw -2917321.070118 + Penalty 4832.773441 = -2912488.296676
  nChanged 540
		SP:Iteration 13Q (65957.080000 sec): 3 clusters
  Score: Raw -2917701.284705 + Penalty 4832.773441 = -2912868.511264
  nChanged 462
		SP:Iteration 14Q (65957.410000 sec): 3 clusters
  Score: Raw -2918039.319016 + Penalty 4832.773441 = -2913206.545574
  nChanged 387
		SP:Iteration 15Q (65957.670000 sec): 3 clusters
  Score: Raw -2918346.110052 + Penalty 4832.773441 = -2913513.336611
  nChanged 273
		SP:Iteration 16Q (65957.920000 sec): 3 clusters
  Score: Raw -2918592.638279 + Penalty 4832.773441 = -2913759.864838
  nChanged 201
		SP:Iteration 17Q (65958.220000 sec): 3 clusters
  Score: Raw -2918773.659431 + Penalty 4832.773441 = -2913940.885990
  nChanged 142
		SP:Iteration 18Q (65958.520000 sec): 3 clusters
  Score: Raw -2918886.220635 + Penalty 4832.773441 = -2914053.447194
  nChanged 107
		SP:Iteration 19Q (65958.760000 sec): 3 clusters
  Score: Raw -2918950.063544 + Penalty 4832.773441 = -2914117.290103
  nChanged 65
		SP:Iteration 20F (65959.050000 sec): 3 clusters
  Score: Raw -2918990.405629 + Penalty 4832.773441 = -2914157.632188
  nChanged 43
		SP:Iteration 21Q (65959.300000 sec): 3 clusters
  Score: Raw -2919015.278597 + Penalty 4832.773441 = -2914182.505156
  nChanged 38
		SP:Iteration 22Q (65959.550000 sec): 3 clusters
  Score: Raw -2919036.202326 + Penalty 4832.773441 = -2914203.428885
  nChanged 35
		SP:Iteration 23Q (65959.850000 sec): 3 clusters
  Score: Raw -2919053.730381 + Penalty 4832.773441 = -2914220.956939
  nChanged 32
		SP:Iteration 24Q (65960.100000 sec): 3 clusters
  Score: Raw -2919070.768797 + Penalty 4832.773441 = -2914237.995355
  nChanged 28
		SP:Iteration 25Q (65960.390000 sec): 3 clusters
  Score: Raw -2919087.169341 + Penalty 4832.773441 = -2914254.395900
  nChanged 22
		SP:Iteration 26Q (65960.640000 sec): 3 clusters
  Score: Raw -2919101.522414 + Penalty 4832.773441 = -2914268.748973
  nChanged 20
		SP:Iteration 27Q (65960.890000 sec): 3 clusters
  Score: Raw -2919111.395578 + Penalty 4832.773441 = -2914278.622137
  nChanged 13
		SP:Iteration 28Q (65961.140000 sec): 3 clusters
  Score: Raw -2919116.785233 + Penalty 4832.773441 = -2914284.011792
  nChanged 11
		SP:Iteration 29Q (65961.390000 sec): 3 clusters
  Score: Raw -2919120.959959 + Penalty 4832.773441 = -2914288.186517
  nChanged 9
		SP:Iteration 30Q (65961.720000 sec): 3 clusters
  Score: Raw -2919124.136505 + Penalty 4832.773441 = -2914291.363064
  nChanged 5
		SP:Iteration 31Q (65961.990000 sec): 3 clusters
  Score: Raw -2919127.261996 + Penalty 4832.773441 = -2914294.488555
  nChanged 8
		SP:Iteration 32Q (65962.290000 sec): 3 clusters
  Score: Raw -2919130.342879 + Penalty 4832.773441 = -2914297.569437
  nChanged 8
		SP:Iteration 33Q (65962.580000 sec): 3 clusters
  Score: Raw -2919134.248348 + Penalty 4832.773441 = -2914301.474906
  nChanged 8
		SP:Iteration 34Q (65962.830000 sec): 3 clusters
  Score: Raw -2919137.364787 + Penalty 4832.773441 = -2914304.591346
  nChanged 6
		SP:Iteration 35Q (65963.120000 sec): 3 clusters
  Score: Raw -2919140.136363 + Penalty 4832.773441 = -2914307.362921
  nChanged 8
		SP:Iteration 36Q (65963.380000 sec): 3 clusters
  Score: Raw -2919142.116087 + Penalty 4832.773441 = -2914309.342646
  nChanged 5
		SP:Iteration 37Q (65963.670000 sec): 3 clusters
  Score: Raw -2919143.626634 + Penalty 4832.773441 = -2914310.853193
  nChanged 5
		SP:Iteration 38Q (65963.920000 sec): 3 clusters
  Score: Raw -2919145.703666 + Penalty 4832.773441 = -2914312.930225
  nChanged 4
		SP:Iteration 39Q (65964.210000 sec): 3 clusters
  Score: Raw -2919146.657656 + Penalty 4832.773441 = -2914313.884215
  nChanged 3
		SP:Iteration 40F (65964.540000 sec): 3 clusters
  Score: Raw -2919147.467953 + Penalty 4832.773441 = -2914314.694512
  nChanged 4
		SP:Iteration 41Q (65964.790000 sec): 3 clusters
  Score: Raw -2919148.808411 + Penalty 4832.773441 = -2914316.034970
  nChanged 1
		SP:Iteration 42Q (65965.070000 sec): 3 clusters
  Score: Raw -2919149.052427 + Penalty 4832.773441 = -2914316.278986
  nChanged 1
		SP:Iteration 43Q (65965.320000 sec): 3 clusters
  Score: Raw -2919149.177149 + Penalty 4832.773441 = -2914316.403708
  nChanged 1
		SP:Iteration 44Q (65965.570000 sec): 3 clusters
  Score: Raw -2919149.588658 + Penalty 4832.773441 = -2914316.815216
  nChanged 1
		SP:Iteration 45Q (65965.820000 sec): 3 clusters
  Score: Raw -2919149.956561 + Penalty 4832.773441 = -2914317.183119
  nChanged 1
		SP:Iteration 46Q (65966.060000 sec): 3 clusters
  Score: Raw -2919150.270645 + Penalty 4832.773441 = -2914317.497204
  nChanged 2
		SP:Iteration 47Q (65966.430000 sec): 3 clusters
  Score: Raw -2919150.991681 + Penalty 4832.773441 = -2914318.218240
  nChanged 2
		SP:Iteration 48Q (65966.720000 sec): 3 clusters
  Score: Raw -2919151.288938 + Penalty 4832.773441 = -2914318.515497
  nChanged 2
		SP:Iteration 49Q (65967.050000 sec): 3 clusters
  Score: Raw -2919151.779403 + Penalty 4832.773441 = -2914319.005962
  nChanged 4
		SP:Iteration 50Q (65967.340000 sec): 3 clusters
  Score: Raw -2919152.412729 + Penalty 4832.773441 = -2914319.639287
  nChanged 1
		SP:Iteration 51Q (65967.540000 sec): 3 clusters
  Score: Raw -2919152.959191 + Penalty 4832.773441 = -2914320.185750
  nChanged 1
		SP:Iteration 52Q (65967.750000 sec): 3 clusters
  Score: Raw -2919153.220660 + Penalty 4832.773441 = -2914320.447218
  nChanged 0
		SP:Iteration 53F (65968.060000 sec): 3 clusters
  Score: Raw -2919153.220660 + Penalty 4832.773441 = -2914320.447218
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 38 (21322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65968.270000 sec): 2 clusters
  Score: Raw -3737210.624015 + Penalty 2471.938681 = -3734738.685334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65968.640000 sec): 3 clusters
  Score: Raw -3724773.513845 + Penalty 4943.877363 = -3719829.636482
  nChanged 9371
		SP:Iteration 1F (65969.010000 sec): 3 clusters
  Score: Raw -3729975.958099 + Penalty 4943.877363 = -3725032.080736
  nChanged 1150
		SP:Iteration 2F (65969.380000 sec): 3 clusters
  Score: Raw -3730436.090272 + Penalty 4943.877363 = -3725492.212910
  nChanged 1077
		SP:Iteration 3F (65969.700000 sec): 3 clusters
  Score: Raw -3730888.289930 + Penalty 4943.877363 = -3725944.412568
  nChanged 1040
		SP:Iteration 4Q (65970.030000 sec): 3 clusters
  Score: Raw -3731427.626956 + Penalty 4943.877363 = -3726483.749594
  nChanged 1167
		SP:Iteration 5F (65970.350000 sec): 3 clusters
  Score: Raw -3732092.257535 + Penalty 4943.877363 = -3727148.380172
  nChanged 1190
		SP:Iteration 6F (65970.680000 sec): 3 clusters
  Score: Raw -3732757.786122 + Penalty 4943.877363 = -3727813.908760
  nChanged 1171
		SP:Iteration 7F (65971.000000 sec): 3 clusters
  Score: Raw -3733439.477505 + Penalty 4943.877363 = -3728495.600143
  nChanged 1154
		SP:Iteration 8F (65971.330000 sec): 3 clusters
  Score: Raw -3734126.864678 + Penalty 4943.877363 = -3729182.987316
  nChanged 1038
		SP:Iteration 9Q (65971.650000 sec): 3 clusters
  Score: Raw -3734776.676675 + Penalty 4943.877363 = -3729832.799313
  nChanged 828
		SP:Iteration 10Q (65971.980000 sec): 3 clusters
  Score: Raw -3735296.203042 + Penalty 4943.877363 = -3730352.325679
  nChanged 703
		SP:Iteration 11Q (65972.310000 sec): 3 clusters
  Score: Raw -3735717.335095 + Penalty 4943.877363 = -3730773.457733
  nChanged 580
		SP:Iteration 12Q (65972.640000 sec): 3 clusters
  Score: Raw -3736035.350441 + Penalty 4943.877363 = -3731091.473078
  nChanged 458
		SP:Iteration 13Q (65972.970000 sec): 3 clusters
  Score: Raw -3736274.388882 + Penalty 4943.877363 = -3731330.511520
  nChanged 367
		SP:Iteration 14Q (65973.300000 sec): 3 clusters
  Score: Raw -3736480.668885 + Penalty 4943.877363 = -3731536.791522
  nChanged 357
		SP:Iteration 15Q (65973.630000 sec): 3 clusters
  Score: Raw -3736685.044166 + Penalty 4943.877363 = -3731741.166803
  nChanged 297
		SP:Iteration 16Q (65973.960000 sec): 3 clusters
  Score: Raw -3736880.230238 + Penalty 4943.877363 = -3731936.352875
  nChanged 290
		SP:Iteration 17Q (65974.280000 sec): 3 clusters
  Score: Raw -3737136.784202 + Penalty 4943.877363 = -3732192.906839
  nChanged 228
		SP:Iteration 18Q (65974.620000 sec): 3 clusters
  Score: Raw -3737360.156293 + Penalty 4943.877363 = -3732416.278930
  nChanged 180
		SP:Iteration 19Q (65974.950000 sec): 3 clusters
  Score: Raw -3737535.597283 + Penalty 4943.877363 = -3732591.719920
  nChanged 159
		SP:Iteration 20F (65975.280000 sec): 3 clusters
  Score: Raw -3737661.704051 + Penalty 4943.877363 = -3732717.826689
  nChanged 121
		SP:Iteration 21Q (65975.610000 sec): 3 clusters
  Score: Raw -3737741.693032 + Penalty 4943.877363 = -3732797.815669
  nChanged 96
		SP:Iteration 22Q (65975.940000 sec): 3 clusters
  Score: Raw -3737806.001665 + Penalty 4943.877363 = -3732862.124302
  nChanged 81
		SP:Iteration 23Q (65976.270000 sec): 3 clusters
  Score: Raw -3737858.003732 + Penalty 4943.877363 = -3732914.126370
  nChanged 67
		SP:Iteration 24Q (65976.600000 sec): 3 clusters
  Score: Raw -3737888.060965 + Penalty 4943.877363 = -3732944.183603
  nChanged 43
		SP:Iteration 25Q (65976.930000 sec): 3 clusters
  Score: Raw -3737908.910620 + Penalty 4943.877363 = -3732965.033258
  nChanged 45
		SP:Iteration 26Q (65977.260000 sec): 3 clusters
  Score: Raw -3737926.949651 + Penalty 4943.877363 = -3732983.072288
  nChanged 36
		SP:Iteration 27Q (65977.590000 sec): 3 clusters
  Score: Raw -3737939.219147 + Penalty 4943.877363 = -3732995.341785
  nChanged 23
		SP:Iteration 28Q (65977.930000 sec): 3 clusters
  Score: Raw -3737948.341226 + Penalty 4943.877363 = -3733004.463864
  nChanged 22
		SP:Iteration 29Q (65978.260000 sec): 3 clusters
  Score: Raw -3737956.848150 + Penalty 4943.877363 = -3733012.970788
  nChanged 12
		SP:Iteration 30Q (65978.590000 sec): 3 clusters
  Score: Raw -3737961.164114 + Penalty 4943.877363 = -3733017.286751
  nChanged 14
		SP:Iteration 31Q (65978.920000 sec): 3 clusters
  Score: Raw -3737966.238518 + Penalty 4943.877363 = -3733022.361156
  nChanged 9
		SP:Iteration 32Q (65979.250000 sec): 3 clusters
  Score: Raw -3737970.630747 + Penalty 4943.877363 = -3733026.753384
  nChanged 10
		SP:Iteration 33Q (65979.580000 sec): 3 clusters
  Score: Raw -3737974.219736 + Penalty 4943.877363 = -3733030.342373
  nChanged 8
		SP:Iteration 34Q (65979.910000 sec): 3 clusters
  Score: Raw -3737976.476457 + Penalty 4943.877363 = -3733032.599095
  nChanged 8
		SP:Iteration 35Q (65980.250000 sec): 3 clusters
  Score: Raw -3737978.731449 + Penalty 4943.877363 = -3733034.854087
  nChanged 6
		SP:Iteration 36Q (65980.580000 sec): 3 clusters
  Score: Raw -3737980.439429 + Penalty 4943.877363 = -3733036.562066
  nChanged 6
		SP:Iteration 37Q (65980.910000 sec): 3 clusters
  Score: Raw -3737982.434559 + Penalty 4943.877363 = -3733038.557197
  nChanged 3
		SP:Iteration 38Q (65981.240000 sec): 3 clusters
  Score: Raw -3737983.143596 + Penalty 4943.877363 = -3733039.266234
  nChanged 2
		SP:Iteration 39Q (65981.570000 sec): 3 clusters
  Score: Raw -3737983.687045 + Penalty 4943.877363 = -3733039.809683
  nChanged 0
		SP:Iteration 40F (65981.940000 sec): 3 clusters
  Score: Raw -3737983.687045 + Penalty 4943.877363 = -3733039.809683
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 39 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65982.030000 sec): 2 clusters
  Score: Raw -20566.375424 + Penalty 1229.045110 = -19337.330314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65982.210000 sec): 3 clusters
  Score: Raw -20908.119125 + Penalty 2458.090221 = -18450.028905
  nChanged 4
		SP:Iteration 1Q (65982.390000 sec): 3 clusters
  Score: Raw -20925.483971 + Penalty 2458.090221 = -18467.393751
  nChanged 1
		SP:Iteration 2Q (65982.560000 sec): 3 clusters
  Score: Raw -20931.821193 + Penalty 2458.090221 = -18473.730973
  nChanged 0
		SP:Iteration 3F (65982.740000 sec): 3 clusters
  Score: Raw -20931.821193 + Penalty 2458.090221 = -18473.730973
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 40 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65982.830000 sec): 2 clusters
  Score: Raw -66434.522386 + Penalty 1488.350890 = -64946.171496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65983.000000 sec): 3 clusters
  Score: Raw -66485.687522 + Penalty 2976.701779 = -63508.985742
  nChanged 56
		SP:Iteration 1F (65983.180000 sec): 3 clusters
  Score: Raw -66633.403544 + Penalty 2976.701779 = -63656.701764
  nChanged 17
		SP:Iteration 2Q (65983.350000 sec): 3 clusters
  Score: Raw -66696.716165 + Penalty 2976.701779 = -63720.014385
  nChanged 9
		SP:Iteration 3Q (65983.530000 sec): 3 clusters
  Score: Raw -66723.823715 + Penalty 2976.701779 = -63747.121935
  nChanged 4
		SP:Iteration 4Q (65983.710000 sec): 3 clusters
  Score: Raw -66738.306569 + Penalty 2976.701779 = -63761.604790
  nChanged 1
		SP:Iteration 5Q (65983.880000 sec): 3 clusters
  Score: Raw -66740.734411 + Penalty 2976.701779 = -63764.032631
  nChanged 0
		SP:Iteration 6F (65984.060000 sec): 3 clusters
  Score: Raw -66740.734411 + Penalty 2976.701779 = -63764.032631
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 41 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65984.150000 sec): 2 clusters
  Score: Raw -34904.531740 + Penalty 1355.030288 = -33549.501452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65984.320000 sec): 3 clusters
  Score: Raw -35351.501163 + Penalty 2710.060575 = -32641.440588
  nChanged 45
		SP:Iteration 1F (65984.500000 sec): 3 clusters
  Score: Raw -35603.899979 + Penalty 2710.060575 = -32893.839403
  nChanged 15
		SP:Iteration 2F (65984.670000 sec): 3 clusters
  Score: Raw -35719.289008 + Penalty 2710.060575 = -33009.228432
  nChanged 6
		SP:Iteration 3Q (65984.850000 sec): 3 clusters
  Score: Raw -35786.300556 + Penalty 2710.060575 = -33076.239981
  nChanged 2
		SP:Iteration 4Q (65985.030000 sec): 3 clusters
  Score: Raw -35817.949095 + Penalty 2710.060575 = -33107.888519
  nChanged 2
		SP:Iteration 5Q (65985.200000 sec): 3 clusters
  Score: Raw -35835.384200 + Penalty 2710.060575 = -33125.323625
  nChanged 1
		SP:Iteration 6Q (65985.380000 sec): 3 clusters
  Score: Raw -35843.352225 + Penalty 2710.060575 = -33133.291650
  nChanged 0
		SP:Iteration 7F (65985.550000 sec): 3 clusters
  Score: Raw -35843.352225 + Penalty 2710.060575 = -33133.291650
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 42 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65985.640000 sec): 2 clusters
  Score: Raw -41605.268508 + Penalty 1372.280593 = -40232.987915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65985.820000 sec): 3 clusters
  Score: Raw -41797.691766 + Penalty 2744.561186 = -39053.130580
  nChanged 29
		SP:Iteration 1F (65985.990000 sec): 3 clusters
  Score: Raw -41897.617523 + Penalty 2744.561186 = -39153.056336
  nChanged 5
		SP:Iteration 2Q (65986.170000 sec): 3 clusters
  Score: Raw -41919.443817 + Penalty 2744.561186 = -39174.882630
  nChanged 4
		SP:Iteration 3Q (65986.340000 sec): 3 clusters
  Score: Raw -41938.380341 + Penalty 2744.561186 = -39193.819155
  nChanged 3
		SP:Iteration 4Q (65986.520000 sec): 3 clusters
  Score: Raw -41957.839661 + Penalty 2744.561186 = -39213.278474
  nChanged 3
		SP:Iteration 5Q (65986.690000 sec): 3 clusters
  Score: Raw -41967.006600 + Penalty 2744.561186 = -39222.445414
  nChanged 0
		SP:Iteration 6F (65986.870000 sec): 3 clusters
  Score: Raw -41967.006600 + Penalty 2744.561186 = -39222.445414
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 43 (2239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65986.940000 sec): 2 clusters
  Score: Raw -369529.875632 + Penalty 1913.018585 = -367616.857047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65987.120000 sec): 3 clusters
  Score: Raw -368703.203643 + Penalty 3826.037170 = -364877.166473
  nChanged 762
		SP:Iteration 1F (65987.300000 sec): 3 clusters
  Score: Raw -369315.706844 + Penalty 3826.037170 = -365489.669674
  nChanged 215
		SP:Iteration 2F (65987.470000 sec): 3 clusters
  Score: Raw -369539.608747 + Penalty 3826.037170 = -365713.571578
  nChanged 143
		SP:Iteration 3F (65987.620000 sec): 3 clusters
  Score: Raw -369764.719994 + Penalty 3826.037170 = -365938.682824
  nChanged 138
		SP:Iteration 4F (65987.680000 sec): 3 clusters
  Score: Raw -370000.336522 + Penalty 3826.037170 = -366174.299352
  nChanged 129
		SP:Iteration 5F (65987.740000 sec): 3 clusters
  Score: Raw -370262.772569 + Penalty 3826.037170 = -366436.735399
  nChanged 114
		SP:Iteration 6F (65987.800000 sec): 3 clusters
  Score: Raw -370480.298985 + Penalty 3826.037170 = -366654.261816
  nChanged 87
		SP:Iteration 7Q (65987.860000 sec): 3 clusters
  Score: Raw -370618.839321 + Penalty 3826.037170 = -366792.802152
  nChanged 76
		SP:Iteration 8Q (65987.910000 sec): 3 clusters
  Score: Raw -370739.021144 + Penalty 3826.037170 = -366912.983974
  nChanged 64
		SP:Iteration 9Q (65987.970000 sec): 3 clusters
  Score: Raw -370809.749731 + Penalty 3826.037170 = -366983.712561
  nChanged 36
		SP:Iteration 10Q (65988.020000 sec): 3 clusters
  Score: Raw -370837.075601 + Penalty 3826.037170 = -367011.038431
  nChanged 21
		SP:Iteration 11Q (65988.070000 sec): 3 clusters
  Score: Raw -370851.608010 + Penalty 3826.037170 = -367025.570841
  nChanged 20
		SP:Iteration 12Q (65988.120000 sec): 3 clusters
  Score: Raw -370864.854596 + Penalty 3826.037170 = -367038.817427
  nChanged 9
		SP:Iteration 13Q (65988.170000 sec): 3 clusters
  Score: Raw -370869.376866 + Penalty 3826.037170 = -367043.339696
  nChanged 5
		SP:Iteration 14Q (65988.220000 sec): 3 clusters
  Score: Raw -370872.495413 + Penalty 3826.037170 = -367046.458243
  nChanged 6
		SP:Iteration 15Q (65988.270000 sec): 3 clusters
  Score: Raw -370875.202440 + Penalty 3826.037170 = -367049.165270
  nChanged 1
		SP:Iteration 16Q (65988.370000 sec): 3 clusters
  Score: Raw -370875.671504 + Penalty 3826.037170 = -367049.634334
  nChanged 1
		SP:Iteration 17Q (65988.540000 sec): 3 clusters
  Score: Raw -370876.619239 + Penalty 3826.037170 = -367050.582069
  nChanged 0
		SP:Iteration 18F (65988.720000 sec): 3 clusters
  Score: Raw -370876.619239 + Penalty 3826.037170 = -367050.582069
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 44 (152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65988.810000 sec): 2 clusters
  Score: Raw -23661.122693 + Penalty 1245.922369 = -22415.200324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65988.980000 sec): 3 clusters
  Score: Raw -23949.596607 + Penalty 2491.844738 = -21457.751869
  nChanged 10
		SP:Iteration 1F (65989.160000 sec): 3 clusters
  Score: Raw -24012.631790 + Penalty 2491.844738 = -21520.787052
  nChanged 4
		SP:Iteration 2Q (65989.330000 sec): 3 clusters
  Score: Raw -24030.700826 + Penalty 2491.844738 = -21538.856088
  nChanged 0
		SP:Iteration 3F (65989.510000 sec): 3 clusters
  Score: Raw -24030.700826 + Penalty 2491.844738 = -21538.856088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 45 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65989.600000 sec): 2 clusters
  Score: Raw -35797.453686 + Penalty 1358.162961 = -34439.290725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65989.770000 sec): 3 clusters
  Score: Raw -36039.389347 + Penalty 2716.325922 = -33323.063425
  nChanged 22
		SP:Iteration 1F (65989.950000 sec): 3 clusters
  Score: Raw -36138.374746 + Penalty 2716.325922 = -33422.048825
  nChanged 5
		SP:Iteration 2Q (65989.990000 sec): 3 clusters
  Score: Raw -36161.157467 + Penalty 2716.325922 = -33444.831545
  nChanged 4
		SP:Iteration 3Q (65990.000000 sec): 3 clusters
  Score: Raw -36174.502230 + Penalty 2716.325922 = -33458.176308
  nChanged 0
		SP:Iteration 4F (65990.010000 sec): 3 clusters
  Score: Raw -36174.502230 + Penalty 2716.325922 = -33458.176308
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 46 (1030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65990.050000 sec): 2 clusters
  Score: Raw -178287.005237 + Penalty 1720.453892 = -176566.551345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65990.090000 sec): 3 clusters
  Score: Raw -178083.629673 + Penalty 3440.907784 = -174642.721888
  nChanged 253
		SP:Iteration 1F (65990.120000 sec): 3 clusters
  Score: Raw -178349.947387 + Penalty 3440.907784 = -174909.039603
  nChanged 64
		SP:Iteration 2F (65990.150000 sec): 3 clusters
  Score: Raw -178461.671106 + Penalty 3440.907784 = -175020.763322
  nChanged 43
		SP:Iteration 3Q (65990.190000 sec): 3 clusters
  Score: Raw -178546.051769 + Penalty 3440.907784 = -175105.143984
  nChanged 33
		SP:Iteration 4Q (65990.220000 sec): 3 clusters
  Score: Raw -178625.097954 + Penalty 3440.907784 = -175184.190170
  nChanged 34
		SP:Iteration 5Q (65990.250000 sec): 3 clusters
  Score: Raw -178671.778450 + Penalty 3440.907784 = -175230.870666
  nChanged 25
		SP:Iteration 6Q (65990.280000 sec): 3 clusters
  Score: Raw -178705.608686 + Penalty 3440.907784 = -175264.700902
  nChanged 25
		SP:Iteration 7Q (65990.310000 sec): 3 clusters
  Score: Raw -178742.801734 + Penalty 3440.907784 = -175301.893950
  nChanged 19
		SP:Iteration 8Q (65990.350000 sec): 3 clusters
  Score: Raw -178767.357693 + Penalty 3440.907784 = -175326.449908
  nChanged 15
		SP:Iteration 9Q (65990.380000 sec): 3 clusters
  Score: Raw -178794.346890 + Penalty 3440.907784 = -175353.439106
  nChanged 13
		SP:Iteration 10Q (65990.410000 sec): 3 clusters
  Score: Raw -178808.812740 + Penalty 3440.907784 = -175367.904956
  nChanged 6
		SP:Iteration 11Q (65990.440000 sec): 3 clusters
  Score: Raw -178816.078653 + Penalty 3440.907784 = -175375.170869
  nChanged 6
		SP:Iteration 12Q (65990.570000 sec): 3 clusters
  Score: Raw -178824.580255 + Penalty 3440.907784 = -175383.672471
  nChanged 8
		SP:Iteration 13Q (65990.750000 sec): 3 clusters
  Score: Raw -178833.812614 + Penalty 3440.907784 = -175392.904830
  nChanged 8
		SP:Iteration 14Q (65990.930000 sec): 3 clusters
  Score: Raw -178840.524858 + Penalty 3440.907784 = -175399.617073
  nChanged 6
		SP:Iteration 15Q (65991.100000 sec): 3 clusters
  Score: Raw -178846.994415 + Penalty 3440.907784 = -175406.086631
  nChanged 3
		SP:Iteration 16Q (65991.280000 sec): 3 clusters
  Score: Raw -178851.009975 + Penalty 3440.907784 = -175410.102190
  nChanged 3
		SP:Iteration 17Q (65991.450000 sec): 3 clusters
  Score: Raw -178855.128739 + Penalty 3440.907784 = -175414.220955
  nChanged 2
		SP:Iteration 18Q (65991.630000 sec): 3 clusters
  Score: Raw -178858.679763 + Penalty 3440.907784 = -175417.771979
  nChanged 1
		SP:Iteration 19Q (65991.810000 sec): 3 clusters
  Score: Raw -178860.199144 + Penalty 3440.907784 = -175419.291360
  nChanged 2
		SP:Iteration 20F (65991.860000 sec): 3 clusters
  Score: Raw -178862.544928 + Penalty 3440.907784 = -175421.637144
  nChanged 2
		SP:Iteration 21Q (65991.890000 sec): 3 clusters
  Score: Raw -178865.941609 + Penalty 3440.907784 = -175425.033825
  nChanged 3
		SP:Iteration 22Q (65991.920000 sec): 3 clusters
  Score: Raw -178867.850521 + Penalty 3440.907784 = -175426.942737
  nChanged 1
		SP:Iteration 23Q (65991.950000 sec): 3 clusters
  Score: Raw -178869.081116 + Penalty 3440.907784 = -175428.173332
  nChanged 0
		SP:Iteration 24F (65991.990000 sec): 3 clusters
  Score: Raw -178869.081116 + Penalty 3440.907784 = -175428.173332
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 47 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65992.020000 sec): 2 clusters
  Score: Raw -80693.697746 + Penalty 1542.212830 = -79151.484916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65992.050000 sec): 3 clusters
  Score: Raw -80773.677765 + Penalty 3084.425659 = -77689.252105
  nChanged 99
		SP:Iteration 1F (65992.070000 sec): 3 clusters
  Score: Raw -81083.227074 + Penalty 3084.425659 = -77998.801415
  nChanged 27
		SP:Iteration 2F (65992.090000 sec): 3 clusters
  Score: Raw -81163.752219 + Penalty 3084.425659 = -78079.326560
  nChanged 12
		SP:Iteration 3Q (65992.110000 sec): 3 clusters
  Score: Raw -81191.318968 + Penalty 3084.425659 = -78106.893308
  nChanged 8
		SP:Iteration 4Q (65992.140000 sec): 3 clusters
  Score: Raw -81223.787547 + Penalty 3084.425659 = -78139.361888
  nChanged 8
		SP:Iteration 5Q (65992.160000 sec): 3 clusters
  Score: Raw -81261.474888 + Penalty 3084.425659 = -78177.049229
  nChanged 7
		SP:Iteration 6Q (65992.190000 sec): 3 clusters
  Score: Raw -81284.543636 + Penalty 3084.425659 = -78200.117977
  nChanged 4
		SP:Iteration 7Q (65992.210000 sec): 3 clusters
  Score: Raw -81290.702073 + Penalty 3084.425659 = -78206.276414
  nChanged 2
		SP:Iteration 8Q (65992.230000 sec): 3 clusters
  Score: Raw -81299.876229 + Penalty 3084.425659 = -78215.450570
  nChanged 3
		SP:Iteration 9Q (65992.250000 sec): 3 clusters
  Score: Raw -81306.668750 + Penalty 3084.425659 = -78222.243091
  nChanged 0
		SP:Iteration 10F (65992.280000 sec): 3 clusters
  Score: Raw -81306.668750 + Penalty 3084.425659 = -78222.243091
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 48 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65992.310000 sec): 2 clusters
  Score: Raw -24954.831584 + Penalty 1267.772972 = -23687.058612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65992.310000 sec): 3 clusters
  Score: Raw -25459.571929 + Penalty 2535.545943 = -22924.025986
  nChanged 16
		SP:Iteration 1F (65992.320000 sec): 3 clusters
  Score: Raw -25556.044830 + Penalty 2535.545943 = -23020.498887
  nChanged 5
		SP:Iteration 2Q (65992.330000 sec): 3 clusters
  Score: Raw -25587.725261 + Penalty 2535.545943 = -23052.179318
  nChanged 0
		SP:Iteration 3F (65992.340000 sec): 3 clusters
  Score: Raw -25587.725261 + Penalty 2535.545943 = -23052.179318
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 49 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65992.360000 sec): 2 clusters
  Score: Raw -32716.279375 + Penalty 1421.064746 = -31295.214629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65992.370000 sec): 3 clusters
  Score: Raw -32910.675189 + Penalty 2842.129492 = -30068.545696
  nChanged 47
		SP:Iteration 1F (65992.390000 sec): 3 clusters
  Score: Raw -33023.569724 + Penalty 2842.129492 = -30181.440232
  nChanged 6
		SP:Iteration 2Q (65992.400000 sec): 3 clusters
  Score: Raw -33044.051097 + Penalty 2842.129492 = -30201.921604
  nChanged 0
		SP:Iteration 3F (65992.410000 sec): 3 clusters
  Score: Raw -33044.051097 + Penalty 2842.129492 = -30201.921604
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 50 (1550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65992.470000 sec): 2 clusters
  Score: Raw -268951.238052 + Penalty 1821.810532 = -267129.427520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65992.510000 sec): 3 clusters
  Score: Raw -268456.784317 + Penalty 3643.621064 = -264813.163253
  nChanged 431
		SP:Iteration 1F (65992.550000 sec): 3 clusters
  Score: Raw -268821.597664 + Penalty 3643.621064 = -265177.976600
  nChanged 121
		SP:Iteration 2F (65992.590000 sec): 3 clusters
  Score: Raw -268945.099452 + Penalty 3643.621064 = -265301.478388
  nChanged 66
		SP:Iteration 3Q (65992.640000 sec): 3 clusters
  Score: Raw -269009.841390 + Penalty 3643.621064 = -265366.220326
  nChanged 45
		SP:Iteration 4Q (65992.680000 sec): 3 clusters
  Score: Raw -269057.362418 + Penalty 3643.621064 = -265413.741354
  nChanged 39
		SP:Iteration 5Q (65992.720000 sec): 3 clusters
  Score: Raw -269104.104313 + Penalty 3643.621064 = -265460.483249
  nChanged 36
		SP:Iteration 6Q (65992.760000 sec): 3 clusters
  Score: Raw -269133.526761 + Penalty 3643.621064 = -265489.905696
  nChanged 19
		SP:Iteration 7Q (65992.810000 sec): 3 clusters
  Score: Raw -269145.388419 + Penalty 3643.621064 = -265501.767355
  nChanged 18
		SP:Iteration 8Q (65992.850000 sec): 3 clusters
  Score: Raw -269171.701414 + Penalty 3643.621064 = -265528.080350
  nChanged 27
		SP:Iteration 9Q (65992.890000 sec): 3 clusters
  Score: Raw -269203.510503 + Penalty 3643.621064 = -265559.889439
  nChanged 19
		SP:Iteration 10Q (65992.930000 sec): 3 clusters
  Score: Raw -269222.952871 + Penalty 3643.621064 = -265579.331807
  nChanged 21
		SP:Iteration 11Q (65992.970000 sec): 3 clusters
  Score: Raw -269244.816915 + Penalty 3643.621064 = -265601.195851
  nChanged 16
		SP:Iteration 12Q (65993.010000 sec): 3 clusters
  Score: Raw -269258.781970 + Penalty 3643.621064 = -265615.160906
  nChanged 16
		SP:Iteration 13Q (65993.060000 sec): 3 clusters
  Score: Raw -269273.480787 + Penalty 3643.621064 = -265629.859723
  nChanged 15
		SP:Iteration 14Q (65993.100000 sec): 3 clusters
  Score: Raw -269286.053729 + Penalty 3643.621064 = -265642.432665
  nChanged 13
		SP:Iteration 15Q (65993.140000 sec): 3 clusters
  Score: Raw -269296.737098 + Penalty 3643.621064 = -265653.116034
  nChanged 13
		SP:Iteration 16Q (65993.180000 sec): 3 clusters
  Score: Raw -269309.785911 + Penalty 3643.621064 = -265666.164847
  nChanged 14
		SP:Iteration 17Q (65993.220000 sec): 3 clusters
  Score: Raw -269322.729357 + Penalty 3643.621064 = -265679.108293
  nChanged 9
		SP:Iteration 18Q (65993.270000 sec): 3 clusters
  Score: Raw -269331.106365 + Penalty 3643.621064 = -265687.485301
  nChanged 8
		SP:Iteration 19Q (65993.420000 sec): 3 clusters
  Score: Raw -269338.144596 + Penalty 3643.621064 = -265694.523532
  nChanged 5
		SP:Iteration 20F (65993.590000 sec): 3 clusters
  Score: Raw -269342.266341 + Penalty 3643.621064 = -265698.645277
  nChanged 3
		SP:Iteration 21Q (65993.770000 sec): 3 clusters
  Score: Raw -269345.289195 + Penalty 3643.621064 = -265701.668131
  nChanged 2
		SP:Iteration 22Q (65993.950000 sec): 3 clusters
  Score: Raw -269346.953640 + Penalty 3643.621064 = -265703.332576
  nChanged 2
		SP:Iteration 23Q (65994.120000 sec): 3 clusters
  Score: Raw -269348.187078 + Penalty 3643.621064 = -265704.566014
  nChanged 2
		SP:Iteration 24Q (65994.300000 sec): 3 clusters
  Score: Raw -269349.585348 + Penalty 3643.621064 = -265705.964284
  nChanged 1
		SP:Iteration 25Q (65994.470000 sec): 3 clusters
  Score: Raw -269350.064599 + Penalty 3643.621064 = -265706.443535
  nChanged 3
		SP:Iteration 26Q (65994.650000 sec): 3 clusters
  Score: Raw -269351.466600 + Penalty 3643.621064 = -265707.845536
  nChanged 1
		SP:Iteration 27Q (65994.810000 sec): 3 clusters
  Score: Raw -269351.706460 + Penalty 3643.621064 = -265708.085395
  nChanged 0
		SP:Iteration 28F (65994.970000 sec): 3 clusters
  Score: Raw -269351.706460 + Penalty 3643.621064 = -265708.085395
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 51 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65995.050000 sec): 2 clusters
  Score: Raw -35726.477212 + Penalty 1351.857536 = -34374.619675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65995.210000 sec): 3 clusters
  Score: Raw -35875.726347 + Penalty 2703.715073 = -33172.011274
  nChanged 18
		SP:Iteration 1F (65995.370000 sec): 3 clusters
  Score: Raw -35970.531380 + Penalty 2703.715073 = -33266.816307
  nChanged 4
		SP:Iteration 2Q (65995.530000 sec): 3 clusters
  Score: Raw -35987.739129 + Penalty 2703.715073 = -33284.024056
  nChanged 1
		SP:Iteration 3Q (65995.690000 sec): 3 clusters
  Score: Raw -35992.394456 + Penalty 2703.715073 = -33288.679383
  nChanged 1
		SP:Iteration 4Q (65995.850000 sec): 3 clusters
  Score: Raw -35997.762017 + Penalty 2703.715073 = -33294.046944
  nChanged 1
		SP:Iteration 5Q (65996.030000 sec): 3 clusters
  Score: Raw -36003.008250 + Penalty 2703.715073 = -33299.293177
  nChanged 0
		SP:Iteration 6F (65996.200000 sec): 3 clusters
  Score: Raw -36003.008250 + Penalty 2703.715073 = -33299.293177
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 52 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65996.290000 sec): 2 clusters
  Score: Raw -54640.216622 + Penalty 1485.883208 = -53154.333415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65996.470000 sec): 3 clusters
  Score: Raw -54770.748488 + Penalty 2971.766415 = -51798.982072
  nChanged 84
		SP:Iteration 1F (65996.640000 sec): 3 clusters
  Score: Raw -55039.003278 + Penalty 2971.766415 = -52067.236863
  nChanged 24
		SP:Iteration 2F (65996.820000 sec): 3 clusters
  Score: Raw -55098.026513 + Penalty 2971.766415 = -52126.260098
  nChanged 13
		SP:Iteration 3Q (65996.990000 sec): 3 clusters
  Score: Raw -55159.895422 + Penalty 2971.766415 = -52188.129007
  nChanged 4
		SP:Iteration 4Q (65997.170000 sec): 3 clusters
  Score: Raw -55183.268415 + Penalty 2971.766415 = -52211.501999
  nChanged 3
		SP:Iteration 5Q (65997.350000 sec): 3 clusters
  Score: Raw -55190.821909 + Penalty 2971.766415 = -52219.055493
  nChanged 2
		SP:Iteration 6Q (65997.520000 sec): 3 clusters
  Score: Raw -55198.940101 + Penalty 2971.766415 = -52227.173686
  nChanged 0
		SP:Iteration 7F (65997.700000 sec): 3 clusters
  Score: Raw -55198.940101 + Penalty 2971.766415 = -52227.173686
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 53 (786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65997.790000 sec): 2 clusters
  Score: Raw -129053.131584 + Penalty 1653.405285 = -127399.726299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65997.960000 sec): 3 clusters
  Score: Raw -128935.997741 + Penalty 3306.810569 = -125629.187172
  nChanged 183
		SP:Iteration 1F (65998.140000 sec): 3 clusters
  Score: Raw -129181.073962 + Penalty 3306.810569 = -125874.263393
  nChanged 47
		SP:Iteration 2F (65998.310000 sec): 3 clusters
  Score: Raw -129248.602651 + Penalty 3306.810569 = -125941.792082
  nChanged 12
		SP:Iteration 3Q (65998.490000 sec): 3 clusters
  Score: Raw -129269.013719 + Penalty 3306.810569 = -125962.203150
  nChanged 12
		SP:Iteration 4Q (65998.670000 sec): 3 clusters
  Score: Raw -129288.150048 + Penalty 3306.810569 = -125981.339479
  nChanged 6
		SP:Iteration 5Q (65998.840000 sec): 3 clusters
  Score: Raw -129295.489138 + Penalty 3306.810569 = -125988.678569
  nChanged 5
		SP:Iteration 6Q (65999.020000 sec): 3 clusters
  Score: Raw -129302.422036 + Penalty 3306.810569 = -125995.611467
  nChanged 2
		SP:Iteration 7Q (65999.190000 sec): 3 clusters
  Score: Raw -129304.451743 + Penalty 3306.810569 = -125997.641174
  nChanged 0
		SP:Iteration 8F (65999.370000 sec): 3 clusters
  Score: Raw -129304.451743 + Penalty 3306.810569 = -125997.641174
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 54 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65999.450000 sec): 2 clusters
  Score: Raw -79964.904003 + Penalty 1561.225968 = -78403.678035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65999.550000 sec): 3 clusters
  Score: Raw -79940.166960 + Penalty 3122.451937 = -76817.715023
  nChanged 101
		SP:Iteration 1F (65999.560000 sec): 3 clusters
  Score: Raw -80129.560503 + Penalty 3122.451937 = -77007.108566
  nChanged 29
		SP:Iteration 2F (65999.570000 sec): 3 clusters
  Score: Raw -80224.346533 + Penalty 3122.451937 = -77101.894597
  nChanged 26
		SP:Iteration 3Q (65999.590000 sec): 3 clusters
  Score: Raw -80304.001558 + Penalty 3122.451937 = -77181.549621
  nChanged 32
		SP:Iteration 4F (65999.610000 sec): 3 clusters
  Score: Raw -80496.380788 + Penalty 3122.451937 = -77373.928852
  nChanged 42
		SP:Iteration 5F (65999.640000 sec): 3 clusters
  Score: Raw -80775.716997 + Penalty 3122.451937 = -77653.265061
  nChanged 33
		SP:Iteration 6F (65999.660000 sec): 3 clusters
  Score: Raw -80940.685275 + Penalty 3122.451937 = -77818.233338
  nChanged 25
		SP:Iteration 7Q (65999.680000 sec): 3 clusters
  Score: Raw -81043.295232 + Penalty 3122.451937 = -77920.843295
  nChanged 9
		SP:Iteration 8Q (65999.710000 sec): 3 clusters
  Score: Raw -81101.683478 + Penalty 3122.451937 = -77979.231541
  nChanged 3
		SP:Iteration 9Q (65999.730000 sec): 3 clusters
  Score: Raw -81111.772865 + Penalty 3122.451937 = -77989.320929
  nChanged 2
		SP:Iteration 10Q (65999.750000 sec): 3 clusters
  Score: Raw -81122.678233 + Penalty 3122.451937 = -78000.226297
  nChanged 2
		SP:Iteration 11Q (65999.770000 sec): 3 clusters
  Score: Raw -81133.254570 + Penalty 3122.451937 = -78010.802633
  nChanged 2
		SP:Iteration 12Q (65999.800000 sec): 3 clusters
  Score: Raw -81142.969269 + Penalty 3122.451937 = -78020.517332
  nChanged 1
		SP:Iteration 13Q (65999.820000 sec): 3 clusters
  Score: Raw -81149.341287 + Penalty 3122.451937 = -78026.889350
  nChanged 0
		SP:Iteration 14F (65999.850000 sec): 3 clusters
  Score: Raw -81149.341287 + Penalty 3122.451937 = -78026.889350
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 55 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (65999.870000 sec): 2 clusters
  Score: Raw -19523.024255 + Penalty 1263.250050 = -18259.774205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (65999.880000 sec): 3 clusters
  Score: Raw -20119.371610 + Penalty 2526.500100 = -17592.871511
  nChanged 32
		SP:Iteration 1F (65999.880000 sec): 3 clusters
  Score: Raw -20366.444878 + Penalty 2526.500100 = -17839.944778
  nChanged 13
		SP:Iteration 2F (65999.890000 sec): 3 clusters
  Score: Raw -20512.387812 + Penalty 2526.500100 = -17985.887713
  nChanged 4
		SP:Iteration 3Q (65999.900000 sec): 3 clusters
  Score: Raw -20574.028542 + Penalty 2526.500100 = -18047.528443
  nChanged 2
		SP:Iteration 4Q (65999.910000 sec): 3 clusters
  Score: Raw -20597.962723 + Penalty 2526.500100 = -18071.462623
  nChanged 0
		SP:Iteration 5F (65999.910000 sec): 3 clusters
  Score: Raw -20597.962723 + Penalty 2526.500100 = -18071.462623
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 56 (3770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66000.000000 sec): 2 clusters
  Score: Raw -664098.342366 + Penalty 2042.237910 = -662056.104456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66000.170000 sec): 3 clusters
  Score: Raw -662357.518308 + Penalty 4084.475819 = -658273.042489
  nChanged 1433
		SP:Iteration 1F (66000.350000 sec): 3 clusters
  Score: Raw -663279.034526 + Penalty 4084.475819 = -659194.558707
  nChanged 313
		SP:Iteration 2F (66000.520000 sec): 3 clusters
  Score: Raw -663525.804511 + Penalty 4084.475819 = -659441.328692
  nChanged 223
		SP:Iteration 3F (66000.690000 sec): 3 clusters
  Score: Raw -663695.067061 + Penalty 4084.475819 = -659610.591242
  nChanged 179
		SP:Iteration 4Q (66000.870000 sec): 3 clusters
  Score: Raw -663822.501167 + Penalty 4084.475819 = -659738.025348
  nChanged 141
		SP:Iteration 5Q (66001.040000 sec): 3 clusters
  Score: Raw -663920.797174 + Penalty 4084.475819 = -659836.321355
  nChanged 112
		SP:Iteration 6Q (66001.210000 sec): 3 clusters
  Score: Raw -663996.171054 + Penalty 4084.475819 = -659911.695235
  nChanged 105
		SP:Iteration 7Q (66001.430000 sec): 3 clusters
  Score: Raw -664065.863473 + Penalty 4084.475819 = -659981.387654
  nChanged 88
		SP:Iteration 8Q (66001.630000 sec): 3 clusters
  Score: Raw -664120.792662 + Penalty 4084.475819 = -660036.316842
  nChanged 91
		SP:Iteration 9Q (66001.800000 sec): 3 clusters
  Score: Raw -664174.775787 + Penalty 4084.475819 = -660090.299968
  nChanged 85
		SP:Iteration 10Q (66002.010000 sec): 3 clusters
  Score: Raw -664223.183574 + Penalty 4084.475819 = -660138.707755
  nChanged 67
		SP:Iteration 11Q (66002.140000 sec): 3 clusters
  Score: Raw -664263.192230 + Penalty 4084.475819 = -660178.716410
  nChanged 56
		SP:Iteration 12Q (66002.300000 sec): 3 clusters
  Score: Raw -664296.873165 + Penalty 4084.475819 = -660212.397346
  nChanged 53
		SP:Iteration 13Q (66002.460000 sec): 3 clusters
  Score: Raw -664323.558542 + Penalty 4084.475819 = -660239.082723
  nChanged 43
		SP:Iteration 14Q (66002.620000 sec): 3 clusters
  Score: Raw -664348.446234 + Penalty 4084.475819 = -660263.970414
  nChanged 39
		SP:Iteration 15Q (66002.780000 sec): 3 clusters
  Score: Raw -664367.290616 + Penalty 4084.475819 = -660282.814797
  nChanged 40
		SP:Iteration 16Q (66002.940000 sec): 3 clusters
  Score: Raw -664389.971119 + Penalty 4084.475819 = -660305.495300
  nChanged 28
		SP:Iteration 17Q (66003.100000 sec): 3 clusters
  Score: Raw -664408.457619 + Penalty 4084.475819 = -660323.981800
  nChanged 34
		SP:Iteration 18Q (66003.260000 sec): 3 clusters
  Score: Raw -664428.143611 + Penalty 4084.475819 = -660343.667792
  nChanged 27
		SP:Iteration 19Q (66003.420000 sec): 3 clusters
  Score: Raw -664441.125240 + Penalty 4084.475819 = -660356.649421
  nChanged 22
		SP:Iteration 20F (66003.570000 sec): 3 clusters
  Score: Raw -664452.500123 + Penalty 4084.475819 = -660368.024304
  nChanged 17
		SP:Iteration 21Q (66003.730000 sec): 3 clusters
  Score: Raw -664461.278352 + Penalty 4084.475819 = -660376.802533
  nChanged 20
		SP:Iteration 22Q (66003.890000 sec): 3 clusters
  Score: Raw -664471.850925 + Penalty 4084.475819 = -660387.375106
  nChanged 17
		SP:Iteration 23Q (66004.050000 sec): 3 clusters
  Score: Raw -664477.709758 + Penalty 4084.475819 = -660393.233939
  nChanged 8
		SP:Iteration 24Q (66004.210000 sec): 3 clusters
  Score: Raw -664482.597576 + Penalty 4084.475819 = -660398.121757
  nChanged 12
		SP:Iteration 25Q (66004.370000 sec): 3 clusters
  Score: Raw -664487.677970 + Penalty 4084.475819 = -660403.202151
  nChanged 12
		SP:Iteration 26Q (66004.520000 sec): 3 clusters
  Score: Raw -664491.951238 + Penalty 4084.475819 = -660407.475419
  nChanged 8
		SP:Iteration 27Q (66004.680000 sec): 3 clusters
  Score: Raw -664494.886206 + Penalty 4084.475819 = -660410.410386
  nChanged 9
		SP:Iteration 28Q (66004.840000 sec): 3 clusters
  Score: Raw -664499.350010 + Penalty 4084.475819 = -660414.874190
  nChanged 12
		SP:Iteration 29Q (66005.000000 sec): 3 clusters
  Score: Raw -664503.953118 + Penalty 4084.475819 = -660419.477299
  nChanged 6
		SP:Iteration 30Q (66005.160000 sec): 3 clusters
  Score: Raw -664506.291434 + Penalty 4084.475819 = -660421.815615
  nChanged 3
		SP:Iteration 31Q (66005.320000 sec): 3 clusters
  Score: Raw -664507.718892 + Penalty 4084.475819 = -660423.243073
  nChanged 3
		SP:Iteration 32Q (66005.480000 sec): 3 clusters
  Score: Raw -664508.761575 + Penalty 4084.475819 = -660424.285756
  nChanged 3
		SP:Iteration 33Q (66005.640000 sec): 3 clusters
  Score: Raw -664511.406554 + Penalty 4084.475819 = -660426.930735
  nChanged 4
		SP:Iteration 34Q (66005.790000 sec): 3 clusters
  Score: Raw -664512.706355 + Penalty 4084.475819 = -660428.230536
  nChanged 4
		SP:Iteration 35Q (66005.950000 sec): 3 clusters
  Score: Raw -664514.072447 + Penalty 4084.475819 = -660429.596628
  nChanged 3
		SP:Iteration 36Q (66006.110000 sec): 3 clusters
  Score: Raw -664515.840370 + Penalty 4084.475819 = -660431.364551
  nChanged 4
		SP:Iteration 37Q (66006.270000 sec): 3 clusters
  Score: Raw -664517.437090 + Penalty 4084.475819 = -660432.961271
  nChanged 6
		SP:Iteration 38Q (66006.430000 sec): 3 clusters
  Score: Raw -664520.147188 + Penalty 4084.475819 = -660435.671369
  nChanged 5
		SP:Iteration 39Q (66006.580000 sec): 3 clusters
  Score: Raw -664521.501011 + Penalty 4084.475819 = -660437.025192
  nChanged 2
		SP:Iteration 40F (66006.740000 sec): 3 clusters
  Score: Raw -664521.763442 + Penalty 4084.475819 = -660437.287623
  nChanged 1
		SP:Iteration 41Q (66006.900000 sec): 3 clusters
  Score: Raw -664521.939524 + Penalty 4084.475819 = -660437.463705
  nChanged 0
		SP:Iteration 42F (66007.060000 sec): 3 clusters
  Score: Raw -664521.939524 + Penalty 4084.475819 = -660437.463705
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 57 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66007.140000 sec): 2 clusters
  Score: Raw -116612.589622 + Penalty 1631.654301 = -114980.935322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66007.300000 sec): 3 clusters
  Score: Raw -116558.002079 + Penalty 3263.308601 = -113294.693478
  nChanged 162
		SP:Iteration 1F (66007.460000 sec): 3 clusters
  Score: Raw -116781.960749 + Penalty 3263.308601 = -113518.652148
  nChanged 43
		SP:Iteration 2F (66007.620000 sec): 3 clusters
  Score: Raw -116857.505005 + Penalty 3263.308601 = -113594.196404
  nChanged 27
		SP:Iteration 3Q (66007.780000 sec): 3 clusters
  Score: Raw -116894.198461 + Penalty 3263.308601 = -113630.889860
  nChanged 10
		SP:Iteration 4Q (66007.940000 sec): 3 clusters
  Score: Raw -116909.821016 + Penalty 3263.308601 = -113646.512415
  nChanged 6
		SP:Iteration 5Q (66008.100000 sec): 3 clusters
  Score: Raw -116922.143815 + Penalty 3263.308601 = -113658.835214
  nChanged 3
		SP:Iteration 6Q (66008.260000 sec): 3 clusters
  Score: Raw -116926.018939 + Penalty 3263.308601 = -113662.710338
  nChanged 3
		SP:Iteration 7Q (66008.430000 sec): 3 clusters
  Score: Raw -116939.822270 + Penalty 3263.308601 = -113676.513669
  nChanged 6
		SP:Iteration 8Q (66008.590000 sec): 3 clusters
  Score: Raw -116962.166422 + Penalty 3263.308601 = -113698.857821
  nChanged 15
		SP:Iteration 9Q (66008.760000 sec): 3 clusters
  Score: Raw -116992.884942 + Penalty 3263.308601 = -113729.576341
  nChanged 10
		SP:Iteration 10Q (66008.920000 sec): 3 clusters
  Score: Raw -117012.263924 + Penalty 3263.308601 = -113748.955323
  nChanged 6
		SP:Iteration 11Q (66009.120000 sec): 3 clusters
  Score: Raw -117021.094699 + Penalty 3263.308601 = -113757.786098
  nChanged 7
		SP:Iteration 12Q (66009.300000 sec): 3 clusters
  Score: Raw -117036.029715 + Penalty 3263.308601 = -113772.721114
  nChanged 5
		SP:Iteration 13Q (66009.470000 sec): 3 clusters
  Score: Raw -117044.142084 + Penalty 3263.308601 = -113780.833483
  nChanged 5
		SP:Iteration 14Q (66009.640000 sec): 3 clusters
  Score: Raw -117052.249912 + Penalty 3263.308601 = -113788.941311
  nChanged 2
		SP:Iteration 15Q (66009.810000 sec): 3 clusters
  Score: Raw -117059.766408 + Penalty 3263.308601 = -113796.457806
  nChanged 2
		SP:Iteration 16Q (66009.990000 sec): 3 clusters
  Score: Raw -117062.838473 + Penalty 3263.308601 = -113799.529871
  nChanged 0
		SP:Iteration 17F (66010.170000 sec): 3 clusters
  Score: Raw -117062.838473 + Penalty 3263.308601 = -113799.529871
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 58 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66010.250000 sec): 2 clusters
  Score: Raw -21644.510683 + Penalty 1260.188283 = -20384.322400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66010.430000 sec): 3 clusters
  Score: Raw -21867.899629 + Penalty 2520.376565 = -19347.523064
  nChanged 12
		SP:Iteration 1F (66010.610000 sec): 3 clusters
  Score: Raw -21951.434812 + Penalty 2520.376565 = -19431.058247
  nChanged 5
		SP:Iteration 2Q (66010.780000 sec): 3 clusters
  Score: Raw -21992.253840 + Penalty 2520.376565 = -19471.877275
  nChanged 3
		SP:Iteration 3Q (66010.950000 sec): 3 clusters
  Score: Raw -22010.364678 + Penalty 2520.376565 = -19489.988113
  nChanged 2
		SP:Iteration 4Q (66011.130000 sec): 3 clusters
  Score: Raw -22052.636943 + Penalty 2520.376565 = -19532.260378
  nChanged 2
		SP:Iteration 5Q (66011.310000 sec): 3 clusters
  Score: Raw -22072.674182 + Penalty 2520.376565 = -19552.297617
  nChanged 0
		SP:Iteration 6F (66011.480000 sec): 3 clusters
  Score: Raw -22072.674182 + Penalty 2520.376565 = -19552.297617
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 59 (477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66011.570000 sec): 2 clusters
  Score: Raw -56021.172645 + Penalty 1529.544090 = -54491.628555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66011.750000 sec): 3 clusters
  Score: Raw -56097.815527 + Penalty 3059.088179 = -53038.727347
  nChanged 123
		SP:Iteration 1F (66011.920000 sec): 3 clusters
  Score: Raw -56392.808736 + Penalty 3059.088179 = -53333.720556
  nChanged 37
		SP:Iteration 2F (66012.100000 sec): 3 clusters
  Score: Raw -56495.901424 + Penalty 3059.088179 = -53436.813245
  nChanged 22
		SP:Iteration 3Q (66012.270000 sec): 3 clusters
  Score: Raw -56552.416369 + Penalty 3059.088179 = -53493.328190
  nChanged 17
		SP:Iteration 4Q (66012.450000 sec): 3 clusters
  Score: Raw -56591.793976 + Penalty 3059.088179 = -53532.705797
  nChanged 8
		SP:Iteration 5Q (66012.630000 sec): 3 clusters
  Score: Raw -56605.576532 + Penalty 3059.088179 = -53546.488353
  nChanged 8
		SP:Iteration 6Q (66012.800000 sec): 3 clusters
  Score: Raw -56630.712902 + Penalty 3059.088179 = -53571.624722
  nChanged 8
		SP:Iteration 7Q (66012.980000 sec): 3 clusters
  Score: Raw -56647.691470 + Penalty 3059.088179 = -53588.603290
  nChanged 7
		SP:Iteration 8Q (66013.150000 sec): 3 clusters
  Score: Raw -56666.841238 + Penalty 3059.088179 = -53607.753058
  nChanged 5
		SP:Iteration 9Q (66013.330000 sec): 3 clusters
  Score: Raw -56686.062911 + Penalty 3059.088179 = -53626.974732
  nChanged 5
		SP:Iteration 10Q (66013.510000 sec): 3 clusters
  Score: Raw -56701.646286 + Penalty 3059.088179 = -53642.558107
  nChanged 3
		SP:Iteration 11Q (66013.680000 sec): 3 clusters
  Score: Raw -56711.766106 + Penalty 3059.088179 = -53652.677927
  nChanged 2
		SP:Iteration 12Q (66013.860000 sec): 3 clusters
  Score: Raw -56714.839933 + Penalty 3059.088179 = -53655.751753
  nChanged 1
		SP:Iteration 13Q (66014.030000 sec): 3 clusters
  Score: Raw -56729.397368 + Penalty 3059.088179 = -53670.309189
  nChanged 3
		SP:Iteration 14Q (66014.210000 sec): 3 clusters
  Score: Raw -56737.232232 + Penalty 3059.088179 = -53678.144052
  nChanged 1
		SP:Iteration 15Q (66014.390000 sec): 3 clusters
  Score: Raw -56737.930909 + Penalty 3059.088179 = -53678.842730
  nChanged 0
		SP:Iteration 16F (66014.560000 sec): 3 clusters
  Score: Raw -56737.930909 + Penalty 3059.088179 = -53678.842730
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 60 (380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66014.650000 sec): 2 clusters
  Score: Raw -52831.766981 + Penalty 1473.162471 = -51358.604510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66014.830000 sec): 3 clusters
  Score: Raw -53077.751001 + Penalty 2946.324941 = -50131.426059
  nChanged 78
		SP:Iteration 1F (66015.000000 sec): 3 clusters
  Score: Raw -53377.122866 + Penalty 2946.324941 = -50430.797924
  nChanged 36
		SP:Iteration 2F (66015.180000 sec): 3 clusters
  Score: Raw -53582.404712 + Penalty 2946.324941 = -50636.079771
  nChanged 31
		SP:Iteration 3F (66015.350000 sec): 3 clusters
  Score: Raw -53800.232239 + Penalty 2946.324941 = -50853.907297
  nChanged 9
		SP:Iteration 4Q (66015.530000 sec): 3 clusters
  Score: Raw -53933.258418 + Penalty 2946.324941 = -50986.933476
  nChanged 7
		SP:Iteration 5Q (66015.710000 sec): 3 clusters
  Score: Raw -53957.630839 + Penalty 2946.324941 = -51011.305897
  nChanged 4
		SP:Iteration 6Q (66015.890000 sec): 3 clusters
  Score: Raw -53974.896968 + Penalty 2946.324941 = -51028.572026
  nChanged 3
		SP:Iteration 7Q (66016.050000 sec): 3 clusters
  Score: Raw -54018.618951 + Penalty 2946.324941 = -51072.294009
  nChanged 4
		SP:Iteration 8Q (66016.230000 sec): 3 clusters
  Score: Raw -54047.055628 + Penalty 2946.324941 = -51100.730686
  nChanged 2
		SP:Iteration 9Q (66016.410000 sec): 3 clusters
  Score: Raw -54063.337940 + Penalty 2946.324941 = -51117.012998
  nChanged 2
		SP:Iteration 10Q (66016.580000 sec): 3 clusters
  Score: Raw -54068.628096 + Penalty 2946.324941 = -51122.303155
  nChanged 0
		SP:Iteration 11F (66016.760000 sec): 3 clusters
  Score: Raw -54068.628096 + Penalty 2946.324941 = -51122.303155
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 61 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66016.850000 sec): 2 clusters
  Score: Raw -17935.181338 + Penalty 1280.866922 = -16654.314417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66017.020000 sec): 3 clusters
  Score: Raw -18523.536104 + Penalty 2561.733843 = -15961.802261
  nChanged 32
		SP:Iteration 1F (66017.200000 sec): 3 clusters
  Score: Raw -18829.809349 + Penalty 2561.733843 = -16268.075506
  nChanged 6
		SP:Iteration 2Q (66017.370000 sec): 3 clusters
  Score: Raw -18993.207782 + Penalty 2561.733843 = -16431.473939
  nChanged 5
		SP:Iteration 3Q (66017.550000 sec): 3 clusters
  Score: Raw -19088.878767 + Penalty 2561.733843 = -16527.144924
  nChanged 2
		SP:Iteration 4Q (66017.730000 sec): 3 clusters
  Score: Raw -19108.045601 + Penalty 2561.733843 = -16546.311758
  nChanged 2
		SP:Iteration 5Q (66017.900000 sec): 3 clusters
  Score: Raw -19134.680754 + Penalty 2561.733843 = -16572.946911
  nChanged 2
		SP:Iteration 6Q (66018.080000 sec): 3 clusters
  Score: Raw -19203.422602 + Penalty 2561.733843 = -16641.688759
  nChanged 0
		SP:Iteration 7F (66018.250000 sec): 3 clusters
  Score: Raw -19203.422602 + Penalty 2561.733843 = -16641.688759
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 63 (1457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66018.340000 sec): 2 clusters
  Score: Raw -246698.226417 + Penalty 1806.465432 = -244891.760985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66018.520000 sec): 3 clusters
  Score: Raw -246278.953626 + Penalty 3612.930864 = -242666.022762
  nChanged 446
		SP:Iteration 1F (66018.690000 sec): 3 clusters
  Score: Raw -246822.850582 + Penalty 3612.930864 = -243209.919719
  nChanged 149
		SP:Iteration 2F (66018.860000 sec): 3 clusters
  Score: Raw -247078.114180 + Penalty 3612.930864 = -243465.183316
  nChanged 100
		SP:Iteration 3F (66019.020000 sec): 3 clusters
  Score: Raw -247256.138234 + Penalty 3612.930864 = -243643.207370
  nChanged 77
		SP:Iteration 4F (66019.180000 sec): 3 clusters
  Score: Raw -247415.515846 + Penalty 3612.930864 = -243802.584982
  nChanged 75
		SP:Iteration 5F (66019.350000 sec): 3 clusters
  Score: Raw -247580.328592 + Penalty 3612.930864 = -243967.397728
  nChanged 46
		SP:Iteration 6Q (66019.510000 sec): 3 clusters
  Score: Raw -247682.579639 + Penalty 3612.930864 = -244069.648775
  nChanged 30
		SP:Iteration 7Q (66019.670000 sec): 3 clusters
  Score: Raw -247732.703873 + Penalty 3612.930864 = -244119.773009
  nChanged 27
		SP:Iteration 8Q (66019.840000 sec): 3 clusters
  Score: Raw -247778.870803 + Penalty 3612.930864 = -244165.939940
  nChanged 24
		SP:Iteration 9Q (66020.010000 sec): 3 clusters
  Score: Raw -247811.898626 + Penalty 3612.930864 = -244198.967762
  nChanged 14
		SP:Iteration 10Q (66020.170000 sec): 3 clusters
  Score: Raw -247833.724988 + Penalty 3612.930864 = -244220.794124
  nChanged 12
		SP:Iteration 11Q (66020.350000 sec): 3 clusters
  Score: Raw -247855.082521 + Penalty 3612.930864 = -244242.151658
  nChanged 9
		SP:Iteration 12Q (66020.530000 sec): 3 clusters
  Score: Raw -247864.082843 + Penalty 3612.930864 = -244251.151979
  nChanged 4
		SP:Iteration 13Q (66020.700000 sec): 3 clusters
  Score: Raw -247868.950130 + Penalty 3612.930864 = -244256.019266
  nChanged 4
		SP:Iteration 14Q (66020.880000 sec): 3 clusters
  Score: Raw -247884.768390 + Penalty 3612.930864 = -244271.837526
  nChanged 5
		SP:Iteration 15Q (66021.050000 sec): 3 clusters
  Score: Raw -247890.382886 + Penalty 3612.930864 = -244277.452022
  nChanged 2
		SP:Iteration 16Q (66021.230000 sec): 3 clusters
  Score: Raw -247892.770061 + Penalty 3612.930864 = -244279.839197
  nChanged 3
		SP:Iteration 17Q (66021.410000 sec): 3 clusters
  Score: Raw -247895.818565 + Penalty 3612.930864 = -244282.887701
  nChanged 1
		SP:Iteration 18Q (66021.580000 sec): 3 clusters
  Score: Raw -247898.718259 + Penalty 3612.930864 = -244285.787395
  nChanged 2
		SP:Iteration 19Q (66021.760000 sec): 3 clusters
  Score: Raw -247904.045159 + Penalty 3612.930864 = -244291.114295
  nChanged 2
		SP:Iteration 20F (66021.920000 sec): 3 clusters
  Score: Raw -247906.624577 + Penalty 3612.930864 = -244293.693713
  nChanged 2
		SP:Iteration 21Q (66022.090000 sec): 3 clusters
  Score: Raw -247910.215040 + Penalty 3612.930864 = -244297.284176
  nChanged 1
		SP:Iteration 22Q (66022.250000 sec): 3 clusters
  Score: Raw -247913.434582 + Penalty 3612.930864 = -244300.503718
  nChanged 1
		SP:Iteration 23Q (66022.410000 sec): 3 clusters
  Score: Raw -247913.816844 + Penalty 3612.930864 = -244300.885980
  nChanged 0
		SP:Iteration 24F (66022.580000 sec): 3 clusters
  Score: Raw -247913.816844 + Penalty 3612.930864 = -244300.885980
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 64 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66022.670000 sec): 2 clusters
  Score: Raw -12988.459217 + Penalty 1235.934442 = -11752.524775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66022.840000 sec): 3 clusters
  Score: Raw -13371.746767 + Penalty 2471.868884 = -10899.877882
  nChanged 21
		SP:Iteration 1F (66023.020000 sec): 3 clusters
  Score: Raw -13476.796667 + Penalty 2471.868884 = -11004.927783
  nChanged 4
		SP:Iteration 2Q (66023.190000 sec): 3 clusters
  Score: Raw -13491.239960 + Penalty 2471.868884 = -11019.371075
  nChanged 2
		SP:Iteration 3Q (66023.370000 sec): 3 clusters
  Score: Raw -13498.843378 + Penalty 2471.868884 = -11026.974493
  nChanged 2
		SP:Iteration 4Q (66023.540000 sec): 3 clusters
  Score: Raw -13502.040048 + Penalty 2471.868884 = -11030.171164
  nChanged 1
		SP:Iteration 5Q (66023.720000 sec): 3 clusters
  Score: Raw -13504.577408 + Penalty 2471.868884 = -11032.708523
  nChanged 0
		SP:Iteration 6F (66023.890000 sec): 3 clusters
  Score: Raw -13504.577408 + Penalty 2471.868884 = -11032.708523
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 66 (902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66023.990000 sec): 2 clusters
  Score: Raw -148428.929080 + Penalty 1687.544401 = -146741.384679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66024.170000 sec): 3 clusters
  Score: Raw -148292.159214 + Penalty 3375.088802 = -144917.070412
  nChanged 245
		SP:Iteration 1F (66024.330000 sec): 3 clusters
  Score: Raw -148612.322832 + Penalty 3375.088802 = -145237.234030
  nChanged 75
		SP:Iteration 2F (66024.510000 sec): 3 clusters
  Score: Raw -148774.667676 + Penalty 3375.088802 = -145399.578874
  nChanged 47
		SP:Iteration 3F (66024.690000 sec): 3 clusters
  Score: Raw -148910.648340 + Penalty 3375.088802 = -145535.559538
  nChanged 40
		SP:Iteration 4Q (66024.860000 sec): 3 clusters
  Score: Raw -149023.195206 + Penalty 3375.088802 = -145648.106404
  nChanged 46
		SP:Iteration 5F (66025.040000 sec): 3 clusters
  Score: Raw -149145.067618 + Penalty 3375.088802 = -145769.978816
  nChanged 43
		SP:Iteration 6Q (66025.210000 sec): 3 clusters
  Score: Raw -149318.799744 + Penalty 3375.088802 = -145943.710942
  nChanged 41
		SP:Iteration 7Q (66025.390000 sec): 3 clusters
  Score: Raw -149449.064023 + Penalty 3375.088802 = -146073.975221
  nChanged 25
		SP:Iteration 8Q (66025.570000 sec): 3 clusters
  Score: Raw -149512.755566 + Penalty 3375.088802 = -146137.666764
  nChanged 18
		SP:Iteration 9Q (66025.740000 sec): 3 clusters
  Score: Raw -149589.047767 + Penalty 3375.088802 = -146213.958965
  nChanged 18
		SP:Iteration 10Q (66025.920000 sec): 3 clusters
  Score: Raw -149638.325167 + Penalty 3375.088802 = -146263.236365
  nChanged 13
		SP:Iteration 11Q (66026.090000 sec): 3 clusters
  Score: Raw -149670.563008 + Penalty 3375.088802 = -146295.474206
  nChanged 16
		SP:Iteration 12Q (66026.270000 sec): 3 clusters
  Score: Raw -149722.767506 + Penalty 3375.088802 = -146347.678704
  nChanged 21
		SP:Iteration 13Q (66026.450000 sec): 3 clusters
  Score: Raw -149776.530045 + Penalty 3375.088802 = -146401.441243
  nChanged 17
		SP:Iteration 14Q (66026.670000 sec): 3 clusters
  Score: Raw -149839.135837 + Penalty 3375.088802 = -146464.047035
  nChanged 15
		SP:Iteration 15Q (66026.830000 sec): 3 clusters
  Score: Raw -149885.105852 + Penalty 3375.088802 = -146510.017050
  nChanged 18
		SP:Iteration 16Q (66027.010000 sec): 3 clusters
  Score: Raw -149924.400073 + Penalty 3375.088802 = -146549.311271
  nChanged 12
		SP:Iteration 17Q (66027.070000 sec): 3 clusters
  Score: Raw -149949.056445 + Penalty 3375.088802 = -146573.967643
  nChanged 8
		SP:Iteration 18Q (66027.090000 sec): 3 clusters
  Score: Raw -149970.185680 + Penalty 3375.088802 = -146595.096878
  nChanged 8
		SP:Iteration 19Q (66027.130000 sec): 3 clusters
  Score: Raw -149989.342175 + Penalty 3375.088802 = -146614.253373
  nChanged 8
		SP:Iteration 20F (66027.160000 sec): 3 clusters
  Score: Raw -150007.856838 + Penalty 3375.088802 = -146632.768036
  nChanged 8
		SP:Iteration 21Q (66027.190000 sec): 3 clusters
  Score: Raw -150032.107375 + Penalty 3375.088802 = -146657.018573
  nChanged 6
		SP:Iteration 22Q (66027.220000 sec): 3 clusters
  Score: Raw -150046.433647 + Penalty 3375.088802 = -146671.344845
  nChanged 9
		SP:Iteration 23Q (66027.250000 sec): 3 clusters
  Score: Raw -150077.990399 + Penalty 3375.088802 = -146702.901597
  nChanged 11
		SP:Iteration 24Q (66027.280000 sec): 3 clusters
  Score: Raw -150116.241488 + Penalty 3375.088802 = -146741.152686
  nChanged 9
		SP:Iteration 25Q (66027.310000 sec): 3 clusters
  Score: Raw -150141.861754 + Penalty 3375.088802 = -146766.772952
  nChanged 8
		SP:Iteration 26Q (66027.340000 sec): 3 clusters
  Score: Raw -150163.439290 + Penalty 3375.088802 = -146788.350488
  nChanged 4
		SP:Iteration 27Q (66027.370000 sec): 3 clusters
  Score: Raw -150171.667331 + Penalty 3375.088802 = -146796.578529
  nChanged 3
		SP:Iteration 28Q (66027.400000 sec): 3 clusters
  Score: Raw -150177.023134 + Penalty 3375.088802 = -146801.934332
  nChanged 2
		SP:Iteration 29Q (66027.430000 sec): 3 clusters
  Score: Raw -150181.456541 + Penalty 3375.088802 = -146806.367739
  nChanged 0
		SP:Iteration 30F (66027.460000 sec): 3 clusters
  Score: Raw -150181.456541 + Penalty 3375.088802 = -146806.367739
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Deleting Class 62 (426 points): Lose 2935.163368 but Gain 3262.464713
Iteration 259Q (66109.760000 sec): 65 clusters
  Score: Raw -91493475.109424 + Penalty 208797.741651 = -91284677.367773
  nChanged 434
Iteration 260F (66225.690000 sec): 65 clusters
  Score: Raw -91494634.648643 + Penalty 208797.741651 = -91285836.906991
  nChanged 32
Iteration 261Q (66306.690000 sec): 65 clusters
  Score: Raw -91494654.846714 + Penalty 208797.741651 = -91285857.105062
  nChanged 7
Iteration 262Q (66387.010000 sec): 65 clusters
  Score: Raw -91494661.307885 + Penalty 208797.741651 = -91285863.566234
  nChanged 2
Iteration 263Q (66467.830000 sec): 65 clusters
  Score: Raw -91494661.885986 + Penalty 208797.741651 = -91285864.144335
  nChanged 2
Iteration 264Q (66546.980000 sec): 65 clusters
  Score: Raw -91494661.951336 + Penalty 208797.741651 = -91285864.209685
  nChanged 0
Iteration 265F (66668.580000 sec): 65 clusters
  Score: Raw -91494661.951336 + Penalty 208797.741651 = -91285864.209685
  nChanged 0
Compute initial score before splitting:   Score: Raw -91494661.951336 + Penalty 208797.741651 = -91285864.209685
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66668.600000 sec): 2 clusters
  Score: Raw -111511.046573 + Penalty 1587.675465 = -109923.371109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66668.620000 sec): 3 clusters
  Score: Raw -111468.529757 + Penalty 3175.350930 = -108293.178828
  nChanged 131
		SP:Iteration 1F (66668.640000 sec): 3 clusters
  Score: Raw -111675.519225 + Penalty 3175.350930 = -108500.168295
  nChanged 33
		SP:Iteration 2F (66668.660000 sec): 3 clusters
  Score: Raw -111759.964564 + Penalty 3175.350930 = -108584.613635
  nChanged 25
		SP:Iteration 3Q (66668.680000 sec): 3 clusters
  Score: Raw -111801.222445 + Penalty 3175.350930 = -108625.871515
  nChanged 7
		SP:Iteration 4Q (66668.690000 sec): 3 clusters
  Score: Raw -111814.671280 + Penalty 3175.350930 = -108639.320350
  nChanged 6
		SP:Iteration 5Q (66668.720000 sec): 3 clusters
  Score: Raw -111835.910309 + Penalty 3175.350930 = -108660.559379
  nChanged 8
		SP:Iteration 6Q (66668.730000 sec): 3 clusters
  Score: Raw -111857.366513 + Penalty 3175.350930 = -108682.015584
  nChanged 2
		SP:Iteration 7Q (66668.760000 sec): 3 clusters
  Score: Raw -111862.776014 + Penalty 3175.350930 = -108687.425085
  nChanged 2
		SP:Iteration 8Q (66668.780000 sec): 3 clusters
  Score: Raw -111866.097389 + Penalty 3175.350930 = -108690.746459
  nChanged 2
		SP:Iteration 9Q (66668.800000 sec): 3 clusters
  Score: Raw -111868.739477 + Penalty 3175.350930 = -108693.388548
  nChanged 3
		SP:Iteration 10Q (66668.820000 sec): 3 clusters
  Score: Raw -111872.413525 + Penalty 3175.350930 = -108697.062596
  nChanged 1
		SP:Iteration 11Q (66668.850000 sec): 3 clusters
  Score: Raw -111873.184825 + Penalty 3175.350930 = -108697.833895
  nChanged 1
		SP:Iteration 12Q (66668.870000 sec): 3 clusters
  Score: Raw -111874.120016 + Penalty 3175.350930 = -108698.769086
  nChanged 2
		SP:Iteration 13Q (66668.890000 sec): 3 clusters
  Score: Raw -111881.650265 + Penalty 3175.350930 = -108706.299335
  nChanged 1
		SP:Iteration 14Q (66668.920000 sec): 3 clusters
  Score: Raw -111883.855559 + Penalty 3175.350930 = -108708.504629
  nChanged 1
		SP:Iteration 15Q (66668.940000 sec): 3 clusters
  Score: Raw -111886.141367 + Penalty 3175.350930 = -108710.790437
  nChanged 0
		SP:Iteration 16F (66668.960000 sec): 3 clusters
  Score: Raw -111886.141367 + Penalty 3175.350930 = -108710.790437
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 2 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66668.990000 sec): 2 clusters
  Score: Raw -34367.774686 + Penalty 1396.540522 = -32971.234164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66669.000000 sec): 3 clusters
  Score: Raw -34574.789112 + Penalty 2793.081044 = -31781.708068
  nChanged 37
		SP:Iteration 1F (66669.010000 sec): 3 clusters
  Score: Raw -34675.143980 + Penalty 2793.081044 = -31882.062936
  nChanged 11
		SP:Iteration 2Q (66669.020000 sec): 3 clusters
  Score: Raw -34710.781857 + Penalty 2793.081044 = -31917.700814
  nChanged 4
		SP:Iteration 3Q (66669.020000 sec): 3 clusters
  Score: Raw -34726.065480 + Penalty 2793.081044 = -31932.984436
  nChanged 1
		SP:Iteration 4Q (66669.040000 sec): 3 clusters
  Score: Raw -34730.317235 + Penalty 2793.081044 = -31937.236191
  nChanged 1
		SP:Iteration 5Q (66669.040000 sec): 3 clusters
  Score: Raw -34734.138890 + Penalty 2793.081044 = -31941.057846
  nChanged 2
		SP:Iteration 6Q (66669.050000 sec): 3 clusters
  Score: Raw -34738.797207 + Penalty 2793.081044 = -31945.716163
  nChanged 2
		SP:Iteration 7Q (66669.070000 sec): 3 clusters
  Score: Raw -34743.199328 + Penalty 2793.081044 = -31950.118284
  nChanged 2
		SP:Iteration 8Q (66669.080000 sec): 3 clusters
  Score: Raw -34763.625176 + Penalty 2793.081044 = -31970.544133
  nChanged 2
		SP:Iteration 9Q (66669.080000 sec): 3 clusters
  Score: Raw -34766.312190 + Penalty 2793.081044 = -31973.231146
  nChanged 1
		SP:Iteration 10Q (66669.090000 sec): 3 clusters
  Score: Raw -34768.426491 + Penalty 2793.081044 = -31975.345447
  nChanged 4
		SP:Iteration 11Q (66669.100000 sec): 3 clusters
  Score: Raw -34788.650522 + Penalty 2793.081044 = -31995.569478
  nChanged 1
		SP:Iteration 12Q (66669.110000 sec): 3 clusters
  Score: Raw -34790.671180 + Penalty 2793.081044 = -31997.590136
  nChanged 0
		SP:Iteration 13F (66669.120000 sec): 3 clusters
  Score: Raw -34790.671180 + Penalty 2793.081044 = -31997.590136
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 3 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66669.140000 sec): 2 clusters
  Score: Raw -39795.050187 + Penalty 1379.049044 = -38416.001142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66669.160000 sec): 3 clusters
  Score: Raw -39933.961902 + Penalty 2758.098089 = -37175.863813
  nChanged 33
		SP:Iteration 1F (66669.170000 sec): 3 clusters
  Score: Raw -40065.576290 + Penalty 2758.098089 = -37307.478201
  nChanged 12
		SP:Iteration 2Q (66669.170000 sec): 3 clusters
  Score: Raw -40147.821291 + Penalty 2758.098089 = -37389.723202
  nChanged 4
		SP:Iteration 3Q (66669.180000 sec): 3 clusters
  Score: Raw -40172.599059 + Penalty 2758.098089 = -37414.500970
  nChanged 4
		SP:Iteration 4Q (66669.190000 sec): 3 clusters
  Score: Raw -40191.564615 + Penalty 2758.098089 = -37433.466526
  nChanged 3
		SP:Iteration 5Q (66669.190000 sec): 3 clusters
  Score: Raw -40202.302513 + Penalty 2758.098089 = -37444.204424
  nChanged 2
		SP:Iteration 6Q (66669.200000 sec): 3 clusters
  Score: Raw -40206.974155 + Penalty 2758.098089 = -37448.876066
  nChanged 0
		SP:Iteration 7F (66669.210000 sec): 3 clusters
  Score: Raw -40206.974155 + Penalty 2758.098089 = -37448.876066
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66669.250000 sec): 2 clusters
  Score: Raw -171657.408359 + Penalty 1717.303874 = -169940.104485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66669.280000 sec): 3 clusters
  Score: Raw -171426.948348 + Penalty 3434.607748 = -167992.340599
  nChanged 256
		SP:Iteration 1F (66669.310000 sec): 3 clusters
  Score: Raw -171685.959766 + Penalty 3434.607748 = -168251.352017
  nChanged 67
		SP:Iteration 2F (66669.350000 sec): 3 clusters
  Score: Raw -171782.925482 + Penalty 3434.607748 = -168348.317733
  nChanged 38
		SP:Iteration 3Q (66669.380000 sec): 3 clusters
  Score: Raw -171830.290097 + Penalty 3434.607748 = -168395.682349
  nChanged 19
		SP:Iteration 4Q (66669.410000 sec): 3 clusters
  Score: Raw -171859.010992 + Penalty 3434.607748 = -168424.403244
  nChanged 17
		SP:Iteration 5Q (66669.440000 sec): 3 clusters
  Score: Raw -171876.725606 + Penalty 3434.607748 = -168442.117858
  nChanged 8
		SP:Iteration 6Q (66669.470000 sec): 3 clusters
  Score: Raw -171885.423836 + Penalty 3434.607748 = -168450.816088
  nChanged 5
		SP:Iteration 7Q (66669.500000 sec): 3 clusters
  Score: Raw -171888.160716 + Penalty 3434.607748 = -168453.552967
  nChanged 3
		SP:Iteration 8Q (66669.530000 sec): 3 clusters
  Score: Raw -171890.587824 + Penalty 3434.607748 = -168455.980076
  nChanged 1
		SP:Iteration 9Q (66669.560000 sec): 3 clusters
  Score: Raw -171890.931179 + Penalty 3434.607748 = -168456.323431
  nChanged 0
		SP:Iteration 10F (66669.590000 sec): 3 clusters
  Score: Raw -171890.931179 + Penalty 3434.607748 = -168456.323431
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 5 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66669.620000 sec): 2 clusters
  Score: Raw -38023.663419 + Penalty 1357.123127 = -36666.540292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66669.630000 sec): 3 clusters
  Score: Raw -38285.217361 + Penalty 2714.246254 = -35570.971107
  nChanged 35
		SP:Iteration 1F (66669.640000 sec): 3 clusters
  Score: Raw -38453.398853 + Penalty 2714.246254 = -35739.152599
  nChanged 21
		SP:Iteration 2F (66669.650000 sec): 3 clusters
  Score: Raw -38572.375264 + Penalty 2714.246254 = -35858.129009
  nChanged 11
		SP:Iteration 3Q (66669.650000 sec): 3 clusters
  Score: Raw -38661.884034 + Penalty 2714.246254 = -35947.637780
  nChanged 4
		SP:Iteration 4Q (66669.660000 sec): 3 clusters
  Score: Raw -38720.451551 + Penalty 2714.246254 = -36006.205296
  nChanged 2
		SP:Iteration 5Q (66669.670000 sec): 3 clusters
  Score: Raw -38731.210377 + Penalty 2714.246254 = -36016.964123
  nChanged 0
		SP:Iteration 6F (66669.670000 sec): 3 clusters
  Score: Raw -38731.210377 + Penalty 2714.246254 = -36016.964123
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 6 (421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66669.710000 sec): 2 clusters
  Score: Raw -68665.028106 + Penalty 1498.572943 = -67166.455163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66669.720000 sec): 3 clusters
  Score: Raw -68742.794099 + Penalty 2997.145886 = -65745.648214
  nChanged 64
		SP:Iteration 1F (66669.740000 sec): 3 clusters
  Score: Raw -68894.903067 + Penalty 2997.145886 = -65897.757181
  nChanged 23
		SP:Iteration 2F (66669.750000 sec): 3 clusters
  Score: Raw -68958.684336 + Penalty 2997.145886 = -65961.538450
  nChanged 11
		SP:Iteration 3Q (66669.770000 sec): 3 clusters
  Score: Raw -68987.105324 + Penalty 2997.145886 = -65989.959439
  nChanged 6
		SP:Iteration 4Q (66669.780000 sec): 3 clusters
  Score: Raw -69009.968022 + Penalty 2997.145886 = -66012.822136
  nChanged 5
		SP:Iteration 5Q (66669.800000 sec): 3 clusters
  Score: Raw -69037.339688 + Penalty 2997.145886 = -66040.193803
  nChanged 3
		SP:Iteration 6Q (66669.810000 sec): 3 clusters
  Score: Raw -69045.547656 + Penalty 2997.145886 = -66048.401770
  nChanged 1
		SP:Iteration 7Q (66669.830000 sec): 3 clusters
  Score: Raw -69047.421491 + Penalty 2997.145886 = -66050.275605
  nChanged 0
		SP:Iteration 8F (66669.840000 sec): 3 clusters
  Score: Raw -69047.421491 + Penalty 2997.145886 = -66050.275605
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (3745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66669.920000 sec): 2 clusters
  Score: Raw -660421.659655 + Penalty 2040.587870 = -658381.071784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66670.030000 sec): 3 clusters
  Score: Raw -658725.137211 + Penalty 4081.175740 = -654643.961470
  nChanged 1334
		SP:Iteration 1F (66670.120000 sec): 3 clusters
  Score: Raw -659548.754781 + Penalty 4081.175740 = -655467.579040
  nChanged 289
		SP:Iteration 2F (66670.200000 sec): 3 clusters
  Score: Raw -659706.600858 + Penalty 4081.175740 = -655625.425117
  nChanged 145
		SP:Iteration 3Q (66670.290000 sec): 3 clusters
  Score: Raw -659780.089573 + Penalty 4081.175740 = -655698.913832
  nChanged 95
		SP:Iteration 4Q (66670.380000 sec): 3 clusters
  Score: Raw -659825.344752 + Penalty 4081.175740 = -655744.169012
  nChanged 75
		SP:Iteration 5Q (66670.470000 sec): 3 clusters
  Score: Raw -659863.569637 + Penalty 4081.175740 = -655782.393896
  nChanged 66
		SP:Iteration 6Q (66670.550000 sec): 3 clusters
  Score: Raw -659893.886378 + Penalty 4081.175740 = -655812.710637
  nChanged 55
		SP:Iteration 7Q (66670.640000 sec): 3 clusters
  Score: Raw -659915.044622 + Penalty 4081.175740 = -655833.868882
  nChanged 32
		SP:Iteration 8Q (66670.730000 sec): 3 clusters
  Score: Raw -659928.053034 + Penalty 4081.175740 = -655846.877294
  nChanged 25
		SP:Iteration 9Q (66670.820000 sec): 3 clusters
  Score: Raw -659937.538304 + Penalty 4081.175740 = -655856.362563
  nChanged 31
		SP:Iteration 10Q (66670.910000 sec): 3 clusters
  Score: Raw -659949.579133 + Penalty 4081.175740 = -655868.403393
  nChanged 28
		SP:Iteration 11Q (66671.000000 sec): 3 clusters
  Score: Raw -659959.258093 + Penalty 4081.175740 = -655878.082353
  nChanged 19
		SP:Iteration 12Q (66671.090000 sec): 3 clusters
  Score: Raw -659968.301107 + Penalty 4081.175740 = -655887.125367
  nChanged 25
		SP:Iteration 13Q (66671.170000 sec): 3 clusters
  Score: Raw -659978.797913 + Penalty 4081.175740 = -655897.622173
  nChanged 18
		SP:Iteration 14Q (66671.260000 sec): 3 clusters
  Score: Raw -659985.002009 + Penalty 4081.175740 = -655903.826268
  nChanged 13
		SP:Iteration 15Q (66671.350000 sec): 3 clusters
  Score: Raw -659990.415369 + Penalty 4081.175740 = -655909.239629
  nChanged 9
		SP:Iteration 16Q (66671.440000 sec): 3 clusters
  Score: Raw -659993.189245 + Penalty 4081.175740 = -655912.013505
  nChanged 6
		SP:Iteration 17Q (66671.530000 sec): 3 clusters
  Score: Raw -659995.236822 + Penalty 4081.175740 = -655914.061082
  nChanged 9
		SP:Iteration 18Q (66671.620000 sec): 3 clusters
  Score: Raw -659998.281893 + Penalty 4081.175740 = -655917.106153
  nChanged 9
		SP:Iteration 19Q (66671.710000 sec): 3 clusters
  Score: Raw -660000.921618 + Penalty 4081.175740 = -655919.745878
  nChanged 5
		SP:Iteration 20F (66671.790000 sec): 3 clusters
  Score: Raw -660004.035931 + Penalty 4081.175740 = -655922.860191
  nChanged 13
		SP:Iteration 21Q (66671.880000 sec): 3 clusters
  Score: Raw -660009.198544 + Penalty 4081.175740 = -655928.022803
  nChanged 12
		SP:Iteration 22Q (66671.960000 sec): 3 clusters
  Score: Raw -660013.555226 + Penalty 4081.175740 = -655932.379486
  nChanged 13
		SP:Iteration 23Q (66672.050000 sec): 3 clusters
  Score: Raw -660017.807093 + Penalty 4081.175740 = -655936.631353
  nChanged 10
		SP:Iteration 24Q (66672.140000 sec): 3 clusters
  Score: Raw -660022.140235 + Penalty 4081.175740 = -655940.964494
  nChanged 10
		SP:Iteration 25Q (66672.230000 sec): 3 clusters
  Score: Raw -660024.349772 + Penalty 4081.175740 = -655943.174032
  nChanged 2
		SP:Iteration 26Q (66672.320000 sec): 3 clusters
  Score: Raw -660024.668922 + Penalty 4081.175740 = -655943.493181
  nChanged 0
		SP:Iteration 27F (66672.400000 sec): 3 clusters
  Score: Raw -660024.668922 + Penalty 4081.175740 = -655943.493181
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 8 (95281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66673.050000 sec): 2 clusters
  Score: Raw -16975377.267411 + Penalty 2843.217253 = -16972534.050158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66673.960000 sec): 3 clusters
  Score: Raw -16914569.396114 + Penalty 5686.434507 = -16908882.961607
  nChanged 44702
		SP:Iteration 1F (66674.820000 sec): 3 clusters
  Score: Raw -16940636.873340 + Penalty 5686.434507 = -16934950.438833
  nChanged 3888
		SP:Iteration 2Q (66675.750000 sec): 3 clusters
  Score: Raw -16941954.482268 + Penalty 5686.434507 = -16936268.047761
  nChanged 4639
		SP:Iteration 3Q (66676.790000 sec): 3 clusters
  Score: Raw -16943946.663475 + Penalty 5686.434507 = -16938260.228968
  nChanged 5723
		SP:Iteration 4F (66677.730000 sec): 3 clusters
  Score: Raw -16947133.810569 + Penalty 5686.434507 = -16941447.376062
  nChanged 7051
		SP:Iteration 5F (66678.700000 sec): 3 clusters
  Score: Raw -16952114.594078 + Penalty 5686.434507 = -16946428.159571
  nChanged 7633
		SP:Iteration 6F (66679.670000 sec): 3 clusters
  Score: Raw -16958260.087417 + Penalty 5686.434507 = -16952573.652910
  nChanged 6719
		SP:Iteration 7F (66680.640000 sec): 3 clusters
  Score: Raw -16964123.818148 + Penalty 5686.434507 = -16958437.383641
  nChanged 4938
		SP:Iteration 8F (66681.550000 sec): 3 clusters
  Score: Raw -16968581.170760 + Penalty 5686.434507 = -16962894.736254
  nChanged 3030
		SP:Iteration 9Q (66682.590000 sec): 3 clusters
  Score: Raw -16971410.745473 + Penalty 5686.434507 = -16965724.310966
  nChanged 1787
		SP:Iteration 10Q (66683.530000 sec): 3 clusters
  Score: Raw -16973170.786371 + Penalty 5686.434507 = -16967484.351864
  nChanged 1091
		SP:Iteration 11Q (66684.430000 sec): 3 clusters
  Score: Raw -16974173.692397 + Penalty 5686.434507 = -16968487.257891
  nChanged 688
		SP:Iteration 12Q (66685.330000 sec): 3 clusters
  Score: Raw -16974735.485095 + Penalty 5686.434507 = -16969049.050588
  nChanged 446
		SP:Iteration 13Q (66686.230000 sec): 3 clusters
  Score: Raw -16975033.889994 + Penalty 5686.434507 = -16969347.455487
  nChanged 309
		SP:Iteration 14Q (66687.010000 sec): 3 clusters
  Score: Raw -16975195.754748 + Penalty 5686.434507 = -16969509.320241
  nChanged 202
		SP:Iteration 15Q (66687.870000 sec): 3 clusters
  Score: Raw -16975292.172574 + Penalty 5686.434507 = -16969605.738068
  nChanged 136
		SP:Iteration 16Q (66688.710000 sec): 3 clusters
  Score: Raw -16975362.769903 + Penalty 5686.434507 = -16969676.335396
  nChanged 123
		SP:Iteration 17Q (66689.480000 sec): 3 clusters
  Score: Raw -16975414.762042 + Penalty 5686.434507 = -16969728.327535
  nChanged 110
		SP:Iteration 18Q (66690.300000 sec): 3 clusters
  Score: Raw -16975461.313594 + Penalty 5686.434507 = -16969774.879088
  nChanged 94
		SP:Iteration 19Q (66691.110000 sec): 3 clusters
  Score: Raw -16975496.520278 + Penalty 5686.434507 = -16969810.085771
  nChanged 88
		SP:Iteration 20F (66691.990000 sec): 3 clusters
  Score: Raw -16975529.369392 + Penalty 5686.434507 = -16969842.934885
  nChanged 63
		SP:Iteration 21Q (66692.850000 sec): 3 clusters
  Score: Raw -16975554.255583 + Penalty 5686.434507 = -16969867.821076
  nChanged 62
		SP:Iteration 22Q (66693.670000 sec): 3 clusters
  Score: Raw -16975579.810147 + Penalty 5686.434507 = -16969893.375640
  nChanged 54
		SP:Iteration 23Q (66694.550000 sec): 3 clusters
  Score: Raw -16975599.643397 + Penalty 5686.434507 = -16969913.208890
  nChanged 57
		SP:Iteration 24Q (66695.430000 sec): 3 clusters
  Score: Raw -16975620.087673 + Penalty 5686.434507 = -16969933.653166
  nChanged 48
		SP:Iteration 25Q (66696.280000 sec): 3 clusters
  Score: Raw -16975638.498473 + Penalty 5686.434507 = -16969952.063966
  nChanged 43
		SP:Iteration 26Q (66697.110000 sec): 3 clusters
  Score: Raw -16975655.392106 + Penalty 5686.434507 = -16969968.957599
  nChanged 31
		SP:Iteration 27Q (66697.900000 sec): 3 clusters
  Score: Raw -16975667.363352 + Penalty 5686.434507 = -16969980.928845
  nChanged 28
		SP:Iteration 28Q (66698.760000 sec): 3 clusters
  Score: Raw -16975677.665384 + Penalty 5686.434507 = -16969991.230877
  nChanged 25
		SP:Iteration 29Q (66699.620000 sec): 3 clusters
  Score: Raw -16975687.177876 + Penalty 5686.434507 = -16970000.743369
  nChanged 24
		SP:Iteration 30Q (66700.480000 sec): 3 clusters
  Score: Raw -16975696.959669 + Penalty 5686.434507 = -16970010.525162
  nChanged 19
		SP:Iteration 31Q (66701.340000 sec): 3 clusters
  Score: Raw -16975704.867345 + Penalty 5686.434507 = -16970018.432838
  nChanged 26
		SP:Iteration 32Q (66702.210000 sec): 3 clusters
  Score: Raw -16975716.205436 + Penalty 5686.434507 = -16970029.770929
  nChanged 21
		SP:Iteration 33Q (66703.070000 sec): 3 clusters
  Score: Raw -16975724.000894 + Penalty 5686.434507 = -16970037.566387
  nChanged 17
		SP:Iteration 34Q (66703.860000 sec): 3 clusters
  Score: Raw -16975731.973722 + Penalty 5686.434507 = -16970045.539215
  nChanged 22
		SP:Iteration 35Q (66704.680000 sec): 3 clusters
  Score: Raw -16975742.388465 + Penalty 5686.434507 = -16970055.953958
  nChanged 31
		SP:Iteration 36Q (66705.540000 sec): 3 clusters
  Score: Raw -16975752.517284 + Penalty 5686.434507 = -16970066.082777
  nChanged 14
		SP:Iteration 37Q (66706.400000 sec): 3 clusters
  Score: Raw -16975757.455934 + Penalty 5686.434507 = -16970071.021428
  nChanged 15
		SP:Iteration 38Q (66707.270000 sec): 3 clusters
  Score: Raw -16975762.467017 + Penalty 5686.434507 = -16970076.032510
  nChanged 15
		SP:Iteration 39Q (66708.160000 sec): 3 clusters
  Score: Raw -16975767.883480 + Penalty 5686.434507 = -16970081.448973
  nChanged 16
		SP:Iteration 40F (66709.090000 sec): 3 clusters
  Score: Raw -16975772.313468 + Penalty 5686.434507 = -16970085.878961
  nChanged 9
		SP:Iteration 41Q (66709.910000 sec): 3 clusters
  Score: Raw -16975775.547664 + Penalty 5686.434507 = -16970089.113157
  nChanged 8
		SP:Iteration 42Q (66710.770000 sec): 3 clusters
  Score: Raw -16975777.938092 + Penalty 5686.434507 = -16970091.503585
  nChanged 8
		SP:Iteration 43Q (66711.630000 sec): 3 clusters
  Score: Raw -16975781.093415 + Penalty 5686.434507 = -16970094.658908
  nChanged 12
		SP:Iteration 44Q (66712.490000 sec): 3 clusters
  Score: Raw -16975784.820724 + Penalty 5686.434507 = -16970098.386217
  nChanged 6
		SP:Iteration 45Q (66713.350000 sec): 3 clusters
  Score: Raw -16975787.107442 + Penalty 5686.434507 = -16970100.672935
  nChanged 8
		SP:Iteration 46Q (66714.220000 sec): 3 clusters
  Score: Raw -16975789.172153 + Penalty 5686.434507 = -16970102.737646
  nChanged 6
		SP:Iteration 47Q (66715.080000 sec): 3 clusters
  Score: Raw -16975791.274724 + Penalty 5686.434507 = -16970104.840217
  nChanged 8
		SP:Iteration 48Q (66715.950000 sec): 3 clusters
  Score: Raw -16975793.873822 + Penalty 5686.434507 = -16970107.439315
  nChanged 6
		SP:Iteration 49Q (66716.790000 sec): 3 clusters
  Score: Raw -16975795.972552 + Penalty 5686.434507 = -16970109.538045
  nChanged 6
		SP:Iteration 50Q (66717.650000 sec): 3 clusters
  Score: Raw -16975797.786665 + Penalty 5686.434507 = -16970111.352158
  nChanged 3
		SP:Iteration 51Q (66718.520000 sec): 3 clusters
  Score: Raw -16975798.840007 + Penalty 5686.434507 = -16970112.405500
  nChanged 2
		SP:Iteration 52Q (66719.380000 sec): 3 clusters
  Score: Raw -16975799.113594 + Penalty 5686.434507 = -16970112.679087
  nChanged 1
		SP:Iteration 53Q (66720.240000 sec): 3 clusters
  Score: Raw -16975799.554625 + Penalty 5686.434507 = -16970113.120118
  nChanged 2
		SP:Iteration 54Q (66721.100000 sec): 3 clusters
  Score: Raw -16975800.094553 + Penalty 5686.434507 = -16970113.660046
  nChanged 0
		SP:Iteration 55F (66722.060000 sec): 3 clusters
  Score: Raw -16975800.094553 + Penalty 5686.434507 = -16970113.660046
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (20192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66722.220000 sec): 2 clusters
  Score: Raw -3475502.839320 + Penalty 2458.434358 = -3473044.404962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66722.580000 sec): 3 clusters
  Score: Raw -3463770.098850 + Penalty 4916.868716 = -3458853.230135
  nChanged 8943
		SP:Iteration 1F (66722.920000 sec): 3 clusters
  Score: Raw -3468550.567869 + Penalty 4916.868716 = -3463633.699154
  nChanged 1247
		SP:Iteration 2F (66723.260000 sec): 3 clusters
  Score: Raw -3469104.766341 + Penalty 4916.868716 = -3464187.897626
  nChanged 1100
		SP:Iteration 3F (66723.610000 sec): 3 clusters
  Score: Raw -3469612.482427 + Penalty 4916.868716 = -3464695.613711
  nChanged 1005
		SP:Iteration 4Q (66723.950000 sec): 3 clusters
  Score: Raw -3470166.221124 + Penalty 4916.868716 = -3465249.352409
  nChanged 1084
		SP:Iteration 5F (66724.300000 sec): 3 clusters
  Score: Raw -3470844.043093 + Penalty 4916.868716 = -3465927.174377
  nChanged 1101
		SP:Iteration 6F (66724.650000 sec): 3 clusters
  Score: Raw -3471650.443315 + Penalty 4916.868716 = -3466733.574599
  nChanged 1245
		SP:Iteration 7F (66724.990000 sec): 3 clusters
  Score: Raw -3472733.180699 + Penalty 4916.868716 = -3467816.311983
  nChanged 1324
		SP:Iteration 8F (66725.340000 sec): 3 clusters
  Score: Raw -3473879.902189 + Penalty 4916.868716 = -3468963.033473
  nChanged 1293
		SP:Iteration 9F (66725.690000 sec): 3 clusters
  Score: Raw -3474936.084890 + Penalty 4916.868716 = -3470019.216174
  nChanged 1058
		SP:Iteration 10F (66726.040000 sec): 3 clusters
  Score: Raw -3475692.628656 + Penalty 4916.868716 = -3470775.759940
  nChanged 883
		SP:Iteration 11Q (66726.380000 sec): 3 clusters
  Score: Raw -3476189.497793 + Penalty 4916.868716 = -3471272.629078
  nChanged 642
		SP:Iteration 12Q (66726.730000 sec): 3 clusters
  Score: Raw -3476475.201461 + Penalty 4916.868716 = -3471558.332746
  nChanged 455
		SP:Iteration 13Q (66727.080000 sec): 3 clusters
  Score: Raw -3476643.502457 + Penalty 4916.868716 = -3471726.633741
  nChanged 363
		SP:Iteration 14Q (66727.420000 sec): 3 clusters
  Score: Raw -3476764.269332 + Penalty 4916.868716 = -3471847.400616
  nChanged 299
		SP:Iteration 15Q (66727.770000 sec): 3 clusters
  Score: Raw -3476850.324532 + Penalty 4916.868716 = -3471933.455816
  nChanged 262
		SP:Iteration 16Q (66728.120000 sec): 3 clusters
  Score: Raw -3476922.341878 + Penalty 4916.868716 = -3472005.473163
  nChanged 249
		SP:Iteration 17Q (66728.470000 sec): 3 clusters
  Score: Raw -3476986.564303 + Penalty 4916.868716 = -3472069.695588
  nChanged 221
		SP:Iteration 18Q (66728.820000 sec): 3 clusters
  Score: Raw -3477036.882050 + Penalty 4916.868716 = -3472120.013335
  nChanged 200
		SP:Iteration 19Q (66729.170000 sec): 3 clusters
  Score: Raw -3477079.453647 + Penalty 4916.868716 = -3472162.584931
  nChanged 178
		SP:Iteration 20F (66729.510000 sec): 3 clusters
  Score: Raw -3477117.385000 + Penalty 4916.868716 = -3472200.516285
  nChanged 175
		SP:Iteration 21Q (66729.860000 sec): 3 clusters
  Score: Raw -3477155.463450 + Penalty 4916.868716 = -3472238.594735
  nChanged 164
		SP:Iteration 22Q (66730.240000 sec): 3 clusters
  Score: Raw -3477185.788970 + Penalty 4916.868716 = -3472268.920254
  nChanged 151
		SP:Iteration 23Q (66730.610000 sec): 3 clusters
  Score: Raw -3477212.379207 + Penalty 4916.868716 = -3472295.510492
  nChanged 126
		SP:Iteration 24Q (66730.970000 sec): 3 clusters
  Score: Raw -3477231.330323 + Penalty 4916.868716 = -3472314.461607
  nChanged 96
		SP:Iteration 25Q (66731.360000 sec): 3 clusters
  Score: Raw -3477243.614969 + Penalty 4916.868716 = -3472326.746253
  nChanged 87
		SP:Iteration 26Q (66731.710000 sec): 3 clusters
  Score: Raw -3477254.945011 + Penalty 4916.868716 = -3472338.076295
  nChanged 81
		SP:Iteration 27Q (66732.060000 sec): 3 clusters
  Score: Raw -3477265.336062 + Penalty 4916.868716 = -3472348.467346
  nChanged 69
		SP:Iteration 28Q (66732.330000 sec): 3 clusters
  Score: Raw -3477273.571756 + Penalty 4916.868716 = -3472356.703040
  nChanged 65
		SP:Iteration 29Q (66732.680000 sec): 3 clusters
  Score: Raw -3477280.532253 + Penalty 4916.868716 = -3472363.663537
  nChanged 50
		SP:Iteration 30Q (66733.030000 sec): 3 clusters
  Score: Raw -3477286.072207 + Penalty 4916.868716 = -3472369.203491
  nChanged 47
		SP:Iteration 31Q (66733.380000 sec): 3 clusters
  Score: Raw -3477292.162183 + Penalty 4916.868716 = -3472375.293467
  nChanged 49
		SP:Iteration 32Q (66733.730000 sec): 3 clusters
  Score: Raw -3477298.736803 + Penalty 4916.868716 = -3472381.868088
  nChanged 54
		SP:Iteration 33Q (66734.040000 sec): 3 clusters
  Score: Raw -3477304.777132 + Penalty 4916.868716 = -3472387.908417
  nChanged 47
		SP:Iteration 34Q (66734.390000 sec): 3 clusters
  Score: Raw -3477310.446254 + Penalty 4916.868716 = -3472393.577539
  nChanged 45
		SP:Iteration 35Q (66734.740000 sec): 3 clusters
  Score: Raw -3477316.124096 + Penalty 4916.868716 = -3472399.255380
  nChanged 52
		SP:Iteration 36Q (66735.090000 sec): 3 clusters
  Score: Raw -3477322.285241 + Penalty 4916.868716 = -3472405.416525
  nChanged 57
		SP:Iteration 37Q (66735.440000 sec): 3 clusters
  Score: Raw -3477329.906393 + Penalty 4916.868716 = -3472413.037678
  nChanged 61
		SP:Iteration 38Q (66735.780000 sec): 3 clusters
  Score: Raw -3477338.095881 + Penalty 4916.868716 = -3472421.227165
  nChanged 50
		SP:Iteration 39Q (66736.130000 sec): 3 clusters
  Score: Raw -3477344.265568 + Penalty 4916.868716 = -3472427.396852
  nChanged 37
		SP:Iteration 40F (66736.480000 sec): 3 clusters
  Score: Raw -3477349.070539 + Penalty 4916.868716 = -3472432.201823
  nChanged 41
		SP:Iteration 41Q (66736.830000 sec): 3 clusters
  Score: Raw -3477353.634285 + Penalty 4916.868716 = -3472436.765570
  nChanged 31
		SP:Iteration 42Q (66737.180000 sec): 3 clusters
  Score: Raw -3477357.230224 + Penalty 4916.868716 = -3472440.361508
  nChanged 29
		SP:Iteration 43Q (66737.530000 sec): 3 clusters
  Score: Raw -3477360.780151 + Penalty 4916.868716 = -3472443.911436
  nChanged 24
		SP:Iteration 44Q (66737.880000 sec): 3 clusters
  Score: Raw -3477363.427369 + Penalty 4916.868716 = -3472446.558653
  nChanged 20
		SP:Iteration 45Q (66738.230000 sec): 3 clusters
  Score: Raw -3477365.223842 + Penalty 4916.868716 = -3472448.355127
  nChanged 14
		SP:Iteration 46Q (66738.620000 sec): 3 clusters
  Score: Raw -3477366.336326 + Penalty 4916.868716 = -3472449.467611
  nChanged 15
		SP:Iteration 47Q (66738.970000 sec): 3 clusters
  Score: Raw -3477367.779904 + Penalty 4916.868716 = -3472450.911189
  nChanged 12
		SP:Iteration 48Q (66739.220000 sec): 3 clusters
  Score: Raw -3477368.891505 + Penalty 4916.868716 = -3472452.022789
  nChanged 12
		SP:Iteration 49Q (66739.570000 sec): 3 clusters
  Score: Raw -3477370.091720 + Penalty 4916.868716 = -3472453.223005
  nChanged 9
		SP:Iteration 50Q (66739.960000 sec): 3 clusters
  Score: Raw -3477370.867655 + Penalty 4916.868716 = -3472453.998940
  nChanged 6
		SP:Iteration 51Q (66740.310000 sec): 3 clusters
  Score: Raw -3477371.452705 + Penalty 4916.868716 = -3472454.583990
  nChanged 10
		SP:Iteration 52Q (66740.660000 sec): 3 clusters
  Score: Raw -3477372.245388 + Penalty 4916.868716 = -3472455.376673
  nChanged 7
		SP:Iteration 53Q (66741.000000 sec): 3 clusters
  Score: Raw -3477372.807519 + Penalty 4916.868716 = -3472455.938803
  nChanged 8
		SP:Iteration 54Q (66741.340000 sec): 3 clusters
  Score: Raw -3477373.356890 + Penalty 4916.868716 = -3472456.488174
  nChanged 5
		SP:Iteration 55Q (66741.690000 sec): 3 clusters
  Score: Raw -3477373.761103 + Penalty 4916.868716 = -3472456.892387
  nChanged 5
		SP:Iteration 56Q (66742.070000 sec): 3 clusters
  Score: Raw -3477374.193465 + Penalty 4916.868716 = -3472457.324750
  nChanged 4
		SP:Iteration 57Q (66742.320000 sec): 3 clusters
  Score: Raw -3477374.564912 + Penalty 4916.868716 = -3472457.696196
  nChanged 3
		SP:Iteration 58Q (66742.720000 sec): 3 clusters
  Score: Raw -3477374.823392 + Penalty 4916.868716 = -3472457.954676
  nChanged 3
		SP:Iteration 59Q (66743.070000 sec): 3 clusters
  Score: Raw -3477375.002992 + Penalty 4916.868716 = -3472458.134276
  nChanged 3
		SP:Iteration 60F (66743.410000 sec): 3 clusters
  Score: Raw -3477375.240779 + Penalty 4916.868716 = -3472458.372063
  nChanged 1
		SP:Iteration 61Q (66743.740000 sec): 3 clusters
  Score: Raw -3477375.281234 + Penalty 4916.868716 = -3472458.412518
  nChanged 1
		SP:Iteration 62Q (66744.120000 sec): 3 clusters
  Score: Raw -3477375.348199 + Penalty 4916.868716 = -3472458.479483
  nChanged 2
		SP:Iteration 63Q (66744.560000 sec): 3 clusters
  Score: Raw -3477375.502564 + Penalty 4916.868716 = -3472458.633849
  nChanged 1
		SP:Iteration 64Q (66744.900000 sec): 3 clusters
  Score: Raw -3477375.548014 + Penalty 4916.868716 = -3472458.679299
  nChanged 1
		SP:Iteration 65Q (66745.300000 sec): 3 clusters
  Score: Raw -3477375.586501 + Penalty 4916.868716 = -3472458.717785
  nChanged 1
		SP:Iteration 66Q (66745.650000 sec): 3 clusters
  Score: Raw -3477375.669204 + Penalty 4916.868716 = -3472458.800488
  nChanged 2
		SP:Iteration 67Q (66745.990000 sec): 3 clusters
  Score: Raw -3477375.834763 + Penalty 4916.868716 = -3472458.966048
  nChanged 2
		SP:Iteration 68Q (66746.340000 sec): 3 clusters
  Score: Raw -3477375.937854 + Penalty 4916.868716 = -3472459.069138
  nChanged 0
		SP:Iteration 69F (66746.690000 sec): 3 clusters
  Score: Raw -3477375.937854 + Penalty 4916.868716 = -3472459.069138
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 10 (409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66746.790000 sec): 2 clusters
  Score: Raw -60668.434467 + Penalty 1491.401359 = -59177.033108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66746.980000 sec): 3 clusters
  Score: Raw -60731.727580 + Penalty 2982.802717 = -57748.924862
  nChanged 78
		SP:Iteration 1F (66747.150000 sec): 3 clusters
  Score: Raw -60939.086886 + Penalty 2982.802717 = -57956.284168
  nChanged 29
		SP:Iteration 2F (66747.330000 sec): 3 clusters
  Score: Raw -61030.668183 + Penalty 2982.802717 = -58047.865466
  nChanged 16
		SP:Iteration 3Q (66747.510000 sec): 3 clusters
  Score: Raw -61100.996650 + Penalty 2982.802717 = -58118.193932
  nChanged 10
		SP:Iteration 4Q (66747.680000 sec): 3 clusters
  Score: Raw -61137.484414 + Penalty 2982.802717 = -58154.681697
  nChanged 3
		SP:Iteration 5Q (66747.860000 sec): 3 clusters
  Score: Raw -61148.910477 + Penalty 2982.802717 = -58166.107759
  nChanged 2
		SP:Iteration 6Q (66748.030000 sec): 3 clusters
  Score: Raw -61159.580882 + Penalty 2982.802717 = -58176.778164
  nChanged 4
		SP:Iteration 7Q (66748.210000 sec): 3 clusters
  Score: Raw -61173.787081 + Penalty 2982.802717 = -58190.984364
  nChanged 4
		SP:Iteration 8Q (66748.390000 sec): 3 clusters
  Score: Raw -61186.226536 + Penalty 2982.802717 = -58203.423819
  nChanged 0
		SP:Iteration 9F (66748.560000 sec): 3 clusters
  Score: Raw -61186.226536 + Penalty 2982.802717 = -58203.423819
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66748.650000 sec): 2 clusters
  Score: Raw -76738.142255 + Penalty 1533.668925 = -75204.473330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66748.830000 sec): 3 clusters
  Score: Raw -76852.183575 + Penalty 3067.337850 = -73784.845725
  nChanged 91
		SP:Iteration 1F (66749.000000 sec): 3 clusters
  Score: Raw -77087.942232 + Penalty 3067.337850 = -74020.604382
  nChanged 28
		SP:Iteration 2F (66749.180000 sec): 3 clusters
  Score: Raw -77147.952743 + Penalty 3067.337850 = -74080.614893
  nChanged 16
		SP:Iteration 3Q (66749.350000 sec): 3 clusters
  Score: Raw -77213.608048 + Penalty 3067.337850 = -74146.270199
  nChanged 12
		SP:Iteration 4Q (66749.530000 sec): 3 clusters
  Score: Raw -77244.731996 + Penalty 3067.337850 = -74177.394146
  nChanged 5
		SP:Iteration 5Q (66749.710000 sec): 3 clusters
  Score: Raw -77259.237397 + Penalty 3067.337850 = -74191.899547
  nChanged 3
		SP:Iteration 6Q (66749.880000 sec): 3 clusters
  Score: Raw -77265.978964 + Penalty 3067.337850 = -74198.641114
  nChanged 2
		SP:Iteration 7Q (66750.060000 sec): 3 clusters
  Score: Raw -77274.976799 + Penalty 3067.337850 = -74207.638949
  nChanged 2
		SP:Iteration 8Q (66750.230000 sec): 3 clusters
  Score: Raw -77289.706187 + Penalty 3067.337850 = -74222.368337
  nChanged 2
		SP:Iteration 9Q (66750.410000 sec): 3 clusters
  Score: Raw -77295.636775 + Penalty 3067.337850 = -74228.298925
  nChanged 1
		SP:Iteration 10Q (66750.590000 sec): 3 clusters
  Score: Raw -77303.018364 + Penalty 3067.337850 = -74235.680514
  nChanged 2
		SP:Iteration 11Q (66750.760000 sec): 3 clusters
  Score: Raw -77312.074334 + Penalty 3067.337850 = -74244.736484
  nChanged 1
		SP:Iteration 12Q (66750.940000 sec): 3 clusters
  Score: Raw -77314.476528 + Penalty 3067.337850 = -74247.138678
  nChanged 1
		SP:Iteration 13Q (66751.110000 sec): 3 clusters
  Score: Raw -77321.982989 + Penalty 3067.337850 = -74254.645139
  nChanged 3
		SP:Iteration 14Q (66751.290000 sec): 3 clusters
  Score: Raw -77338.169863 + Penalty 3067.337850 = -74270.832013
  nChanged 2
		SP:Iteration 15Q (66751.470000 sec): 3 clusters
  Score: Raw -77342.667162 + Penalty 3067.337850 = -74275.329312
  nChanged 1
		SP:Iteration 16Q (66751.640000 sec): 3 clusters
  Score: Raw -77346.555334 + Penalty 3067.337850 = -74279.217484
  nChanged 1
		SP:Iteration 17Q (66751.820000 sec): 3 clusters
  Score: Raw -77348.056251 + Penalty 3067.337850 = -74280.718401
  nChanged 0
		SP:Iteration 18F (66751.990000 sec): 3 clusters
  Score: Raw -77348.056251 + Penalty 3067.337850 = -74280.718401
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 12 (936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66752.080000 sec): 2 clusters
  Score: Raw -157912.116323 + Penalty 1696.720638 = -156215.395685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66752.260000 sec): 3 clusters
  Score: Raw -157724.712117 + Penalty 3393.441276 = -154331.270841
  nChanged 216
		SP:Iteration 1F (66752.430000 sec): 3 clusters
  Score: Raw -158026.061210 + Penalty 3393.441276 = -154632.619934
  nChanged 65
		SP:Iteration 2F (66752.610000 sec): 3 clusters
  Score: Raw -158136.459530 + Penalty 3393.441276 = -154743.018253
  nChanged 32
		SP:Iteration 3Q (66752.780000 sec): 3 clusters
  Score: Raw -158197.804976 + Penalty 3393.441276 = -154804.363700
  nChanged 23
		SP:Iteration 4Q (66752.960000 sec): 3 clusters
  Score: Raw -158257.428183 + Penalty 3393.441276 = -154863.986907
  nChanged 34
		SP:Iteration 5Q (66753.130000 sec): 3 clusters
  Score: Raw -158339.113536 + Penalty 3393.441276 = -154945.672260
  nChanged 36
		SP:Iteration 6Q (66753.310000 sec): 3 clusters
  Score: Raw -158443.564787 + Penalty 3393.441276 = -155050.123511
  nChanged 45
		SP:Iteration 7Q (66753.480000 sec): 3 clusters
  Score: Raw -158584.508055 + Penalty 3393.441276 = -155191.066778
  nChanged 50
		SP:Iteration 8F (66753.640000 sec): 3 clusters
  Score: Raw -158776.288466 + Penalty 3393.441276 = -155382.847190
  nChanged 52
		SP:Iteration 9F (66753.810000 sec): 3 clusters
  Score: Raw -159071.047220 + Penalty 3393.441276 = -155677.605944
  nChanged 36
		SP:Iteration 10Q (66753.980000 sec): 3 clusters
  Score: Raw -159240.451047 + Penalty 3393.441276 = -155847.009771
  nChanged 22
		SP:Iteration 11Q (66754.160000 sec): 3 clusters
  Score: Raw -159307.814987 + Penalty 3393.441276 = -155914.373711
  nChanged 12
		SP:Iteration 12Q (66754.330000 sec): 3 clusters
  Score: Raw -159344.044287 + Penalty 3393.441276 = -155950.603011
  nChanged 5
		SP:Iteration 13Q (66754.510000 sec): 3 clusters
  Score: Raw -159355.773450 + Penalty 3393.441276 = -155962.332174
  nChanged 3
		SP:Iteration 14Q (66754.690000 sec): 3 clusters
  Score: Raw -159362.670913 + Penalty 3393.441276 = -155969.229636
  nChanged 2
		SP:Iteration 15Q (66754.860000 sec): 3 clusters
  Score: Raw -159371.582251 + Penalty 3393.441276 = -155978.140975
  nChanged 3
		SP:Iteration 16Q (66755.040000 sec): 3 clusters
  Score: Raw -159375.733829 + Penalty 3393.441276 = -155982.292552
  nChanged 1
		SP:Iteration 17Q (66755.210000 sec): 3 clusters
  Score: Raw -159377.566426 + Penalty 3393.441276 = -155984.125149
  nChanged 0
		SP:Iteration 18F (66755.390000 sec): 3 clusters
  Score: Raw -159377.566426 + Penalty 3393.441276 = -155984.125149
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 13 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66755.480000 sec): 2 clusters
  Score: Raw -90803.672999 + Penalty 1570.653348 = -89233.019652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66755.650000 sec): 3 clusters
  Score: Raw -90765.221948 + Penalty 3141.306696 = -87623.915252
  nChanged 85
		SP:Iteration 1F (66755.830000 sec): 3 clusters
  Score: Raw -90931.582437 + Penalty 3141.306696 = -87790.275742
  nChanged 28
		SP:Iteration 2Q (66756.010000 sec): 3 clusters
  Score: Raw -91020.382185 + Penalty 3141.306696 = -87879.075489
  nChanged 28
		SP:Iteration 3Q (66756.180000 sec): 3 clusters
  Score: Raw -91130.540763 + Penalty 3141.306696 = -87989.234067
  nChanged 20
		SP:Iteration 4Q (66756.360000 sec): 3 clusters
  Score: Raw -91203.273710 + Penalty 3141.306696 = -88061.967014
  nChanged 7
		SP:Iteration 5Q (66756.530000 sec): 3 clusters
  Score: Raw -91218.815840 + Penalty 3141.306696 = -88077.509144
  nChanged 6
		SP:Iteration 6Q (66756.710000 sec): 3 clusters
  Score: Raw -91228.987475 + Penalty 3141.306696 = -88087.680780
  nChanged 3
		SP:Iteration 7Q (66756.890000 sec): 3 clusters
  Score: Raw -91232.551696 + Penalty 3141.306696 = -88091.245000
  nChanged 3
		SP:Iteration 8Q (66757.060000 sec): 3 clusters
  Score: Raw -91236.092663 + Penalty 3141.306696 = -88094.785968
  nChanged 1
		SP:Iteration 9Q (66757.240000 sec): 3 clusters
  Score: Raw -91240.860717 + Penalty 3141.306696 = -88099.554022
  nChanged 2
		SP:Iteration 10Q (66757.410000 sec): 3 clusters
  Score: Raw -91244.574521 + Penalty 3141.306696 = -88103.267825
  nChanged 1
		SP:Iteration 11Q (66757.590000 sec): 3 clusters
  Score: Raw -91246.060246 + Penalty 3141.306696 = -88104.753551
  nChanged 0
		SP:Iteration 12F (66757.770000 sec): 3 clusters
  Score: Raw -91246.060246 + Penalty 3141.306696 = -88104.753551
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66757.850000 sec): 2 clusters
  Score: Raw -15906.793680 + Penalty 1174.577215 = -14732.216465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66758.030000 sec): 3 clusters
  Score: Raw -16239.621070 + Penalty 2349.154430 = -13890.466640
  nChanged 1
		SP:Iteration 1Q (66758.210000 sec): 3 clusters
  Score: Raw -16245.582536 + Penalty 2349.154430 = -13896.428106
  nChanged 0
		SP:Iteration 2F (66758.380000 sec): 3 clusters
  Score: Raw -16245.582536 + Penalty 2349.154430 = -13896.428106
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66758.470000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66758.650000 sec): 3 clusters
  Score: Raw -88336.748102 + Penalty 3127.006606 = -85209.741496
  nChanged 96
		SP:Iteration 1F (66758.820000 sec): 3 clusters
  Score: Raw -88567.125217 + Penalty 3127.006606 = -85440.118611
  nChanged 22
		SP:Iteration 2Q (66758.990000 sec): 3 clusters
  Score: Raw -88664.450159 + Penalty 3127.006606 = -85537.443553
  nChanged 15
		SP:Iteration 3Q (66759.170000 sec): 3 clusters
  Score: Raw -88760.102000 + Penalty 3127.006606 = -85633.095394
  nChanged 8
		SP:Iteration 4Q (66759.350000 sec): 3 clusters
  Score: Raw -88782.529790 + Penalty 3127.006606 = -85655.523184
  nChanged 7
		SP:Iteration 5Q (66759.520000 sec): 3 clusters
  Score: Raw -88799.723928 + Penalty 3127.006606 = -85672.717322
  nChanged 4
		SP:Iteration 6Q (66759.700000 sec): 3 clusters
  Score: Raw -88808.263316 + Penalty 3127.006606 = -85681.256710
  nChanged 2
		SP:Iteration 7Q (66759.870000 sec): 3 clusters
  Score: Raw -88811.533748 + Penalty 3127.006606 = -85684.527142
  nChanged 0
		SP:Iteration 8F (66760.050000 sec): 3 clusters
  Score: Raw -88811.533748 + Penalty 3127.006606 = -85684.527142
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66760.140000 sec): 2 clusters
  Score: Raw -52299.371293 + Penalty 1431.317399 = -50868.053894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66760.310000 sec): 3 clusters
  Score: Raw -52480.944750 + Penalty 2862.634797 = -49618.309952
  nChanged 36
		SP:Iteration 1F (66760.490000 sec): 3 clusters
  Score: Raw -52715.334863 + Penalty 2862.634797 = -49852.700066
  nChanged 23
		SP:Iteration 2F (66760.670000 sec): 3 clusters
  Score: Raw -53106.351662 + Penalty 2862.634797 = -50243.716865
  nChanged 27
		SP:Iteration 3F (66760.840000 sec): 3 clusters
  Score: Raw -53216.294845 + Penalty 2862.634797 = -50353.660048
  nChanged 9
		SP:Iteration 4Q (66761.020000 sec): 3 clusters
  Score: Raw -53259.152176 + Penalty 2862.634797 = -50396.517379
  nChanged 6
		SP:Iteration 5Q (66761.190000 sec): 3 clusters
  Score: Raw -53280.603370 + Penalty 2862.634797 = -50417.968573
  nChanged 1
		SP:Iteration 6Q (66761.370000 sec): 3 clusters
  Score: Raw -53286.091403 + Penalty 2862.634797 = -50423.456605
  nChanged 2
		SP:Iteration 7Q (66761.550000 sec): 3 clusters
  Score: Raw -53296.384749 + Penalty 2862.634797 = -50433.749952
  nChanged 3
		SP:Iteration 8Q (66761.720000 sec): 3 clusters
  Score: Raw -53307.787327 + Penalty 2862.634797 = -50445.152530
  nChanged 1
		SP:Iteration 9Q (66761.900000 sec): 3 clusters
  Score: Raw -53311.265268 + Penalty 2862.634797 = -50448.630471
  nChanged 1
		SP:Iteration 10Q (66762.070000 sec): 3 clusters
  Score: Raw -53320.050124 + Penalty 2862.634797 = -50457.415327
  nChanged 3
		SP:Iteration 11Q (66762.250000 sec): 3 clusters
  Score: Raw -53335.322262 + Penalty 2862.634797 = -50472.687465
  nChanged 2
		SP:Iteration 12Q (66762.430000 sec): 3 clusters
  Score: Raw -53345.227916 + Penalty 2862.634797 = -50482.593118
  nChanged 1
		SP:Iteration 13Q (66762.600000 sec): 3 clusters
  Score: Raw -53354.692209 + Penalty 2862.634797 = -50492.057412
  nChanged 0
		SP:Iteration 14F (66762.780000 sec): 3 clusters
  Score: Raw -53354.692209 + Penalty 2862.634797 = -50492.057412
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 17 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66762.870000 sec): 2 clusters
  Score: Raw -30572.851141 + Penalty 1352.919637 = -29219.931504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66763.040000 sec): 3 clusters
  Score: Raw -30799.245746 + Penalty 2705.839273 = -28093.406473
  nChanged 26
		SP:Iteration 1F (66763.220000 sec): 3 clusters
  Score: Raw -30885.804273 + Penalty 2705.839273 = -28179.965000
  nChanged 3
		SP:Iteration 2Q (66763.390000 sec): 3 clusters
  Score: Raw -30899.649363 + Penalty 2705.839273 = -28193.810089
  nChanged 2
		SP:Iteration 3Q (66763.570000 sec): 3 clusters
  Score: Raw -30905.812105 + Penalty 2705.839273 = -28199.972832
  nChanged 0
		SP:Iteration 4F (66763.750000 sec): 3 clusters
  Score: Raw -30905.812105 + Penalty 2705.839273 = -28199.972832
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 18 (1570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66763.830000 sec): 2 clusters
  Score: Raw -288967.294855 + Penalty 1824.990063 = -287142.304792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66764.010000 sec): 3 clusters
  Score: Raw -288442.434343 + Penalty 3649.980126 = -284792.454217
  nChanged 472
		SP:Iteration 1F (66764.190000 sec): 3 clusters
  Score: Raw -288855.165844 + Penalty 3649.980126 = -285205.185718
  nChanged 117
		SP:Iteration 2F (66764.360000 sec): 3 clusters
  Score: Raw -288974.888436 + Penalty 3649.980126 = -285324.908310
  nChanged 64
		SP:Iteration 3Q (66764.540000 sec): 3 clusters
  Score: Raw -289031.318619 + Penalty 3649.980126 = -285381.338493
  nChanged 41
		SP:Iteration 4Q (66764.710000 sec): 3 clusters
  Score: Raw -289082.207387 + Penalty 3649.980126 = -285432.227262
  nChanged 28
		SP:Iteration 5Q (66764.890000 sec): 3 clusters
  Score: Raw -289101.082351 + Penalty 3649.980126 = -285451.102225
  nChanged 19
		SP:Iteration 6Q (66765.070000 sec): 3 clusters
  Score: Raw -289121.645415 + Penalty 3649.980126 = -285471.665289
  nChanged 17
		SP:Iteration 7Q (66765.120000 sec): 3 clusters
  Score: Raw -289139.156651 + Penalty 3649.980126 = -285489.176526
  nChanged 20
		SP:Iteration 8Q (66765.160000 sec): 3 clusters
  Score: Raw -289156.718953 + Penalty 3649.980126 = -285506.738827
  nChanged 20
		SP:Iteration 9Q (66765.200000 sec): 3 clusters
  Score: Raw -289174.391145 + Penalty 3649.980126 = -285524.411019
  nChanged 19
		SP:Iteration 10Q (66765.240000 sec): 3 clusters
  Score: Raw -289192.985495 + Penalty 3649.980126 = -285543.005370
  nChanged 16
		SP:Iteration 11Q (66765.280000 sec): 3 clusters
  Score: Raw -289203.991824 + Penalty 3649.980126 = -285554.011699
  nChanged 9
		SP:Iteration 12Q (66765.320000 sec): 3 clusters
  Score: Raw -289211.610792 + Penalty 3649.980126 = -285561.630667
  nChanged 9
		SP:Iteration 13Q (66765.360000 sec): 3 clusters
  Score: Raw -289218.235033 + Penalty 3649.980126 = -285568.254907
  nChanged 4
		SP:Iteration 14Q (66765.400000 sec): 3 clusters
  Score: Raw -289221.012581 + Penalty 3649.980126 = -285571.032455
  nChanged 2
		SP:Iteration 15Q (66765.440000 sec): 3 clusters
  Score: Raw -289222.325504 + Penalty 3649.980126 = -285572.345379
  nChanged 3
		SP:Iteration 16Q (66765.490000 sec): 3 clusters
  Score: Raw -289224.838816 + Penalty 3649.980126 = -285574.858690
  nChanged 2
		SP:Iteration 17Q (66765.530000 sec): 3 clusters
  Score: Raw -289226.908536 + Penalty 3649.980126 = -285576.928410
  nChanged 2
		SP:Iteration 18Q (66765.570000 sec): 3 clusters
  Score: Raw -289229.245961 + Penalty 3649.980126 = -285579.265835
  nChanged 4
		SP:Iteration 19Q (66765.610000 sec): 3 clusters
  Score: Raw -289231.405618 + Penalty 3649.980126 = -285581.425493
  nChanged 2
		SP:Iteration 20F (66765.650000 sec): 3 clusters
  Score: Raw -289232.201069 + Penalty 3649.980126 = -285582.220944
  nChanged 3
		SP:Iteration 21Q (66765.690000 sec): 3 clusters
  Score: Raw -289234.236743 + Penalty 3649.980126 = -285584.256618
  nChanged 4
		SP:Iteration 22Q (66765.730000 sec): 3 clusters
  Score: Raw -289236.160148 + Penalty 3649.980126 = -285586.180022
  nChanged 2
		SP:Iteration 23Q (66765.870000 sec): 3 clusters
  Score: Raw -289237.142996 + Penalty 3649.980126 = -285587.162870
  nChanged 1
		SP:Iteration 24Q (66766.050000 sec): 3 clusters
  Score: Raw -289238.443844 + Penalty 3649.980126 = -285588.463718
  nChanged 6
		SP:Iteration 25Q (66766.220000 sec): 3 clusters
  Score: Raw -289243.316767 + Penalty 3649.980126 = -285593.336642
  nChanged 5
		SP:Iteration 26Q (66766.400000 sec): 3 clusters
  Score: Raw -289246.031936 + Penalty 3649.980126 = -285596.051811
  nChanged 4
		SP:Iteration 27Q (66766.570000 sec): 3 clusters
  Score: Raw -289250.708144 + Penalty 3649.980126 = -285600.728019
  nChanged 5
		SP:Iteration 28Q (66766.750000 sec): 3 clusters
  Score: Raw -289253.706436 + Penalty 3649.980126 = -285603.726311
  nChanged 2
		SP:Iteration 29Q (66766.930000 sec): 3 clusters
  Score: Raw -289255.467555 + Penalty 3649.980126 = -285605.487429
  nChanged 2
		SP:Iteration 30Q (66767.100000 sec): 3 clusters
  Score: Raw -289258.069873 + Penalty 3649.980126 = -285608.089748
  nChanged 1
		SP:Iteration 31Q (66767.280000 sec): 3 clusters
  Score: Raw -289258.655514 + Penalty 3649.980126 = -285608.675389
  nChanged 3
		SP:Iteration 32Q (66767.450000 sec): 3 clusters
  Score: Raw -289259.644808 + Penalty 3649.980126 = -285609.664682
  nChanged 0
		SP:Iteration 33F (66767.630000 sec): 3 clusters
  Score: Raw -289259.644808 + Penalty 3649.980126 = -285609.664682
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (14721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66767.830000 sec): 2 clusters
  Score: Raw -2725222.878298 + Penalty 2380.063521 = -2722842.814777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66768.100000 sec): 3 clusters
  Score: Raw -2716891.383170 + Penalty 4760.127041 = -2712131.256129
  nChanged 6327
		SP:Iteration 1F (66768.380000 sec): 3 clusters
  Score: Raw -2720503.535159 + Penalty 4760.127041 = -2715743.408118
  nChanged 860
		SP:Iteration 2F (66768.650000 sec): 3 clusters
  Score: Raw -2720911.320403 + Penalty 4760.127041 = -2716151.193361
  nChanged 743
		SP:Iteration 3F (66768.930000 sec): 3 clusters
  Score: Raw -2721269.129640 + Penalty 4760.127041 = -2716509.002599
  nChanged 721
		SP:Iteration 4Q (66769.200000 sec): 3 clusters
  Score: Raw -2721626.253904 + Penalty 4760.127041 = -2716866.126863
  nChanged 693
		SP:Iteration 5Q (66769.480000 sec): 3 clusters
  Score: Raw -2722039.886175 + Penalty 4760.127041 = -2717279.759134
  nChanged 745
		SP:Iteration 6F (66769.750000 sec): 3 clusters
  Score: Raw -2722586.726250 + Penalty 4760.127041 = -2717826.599209
  nChanged 857
		SP:Iteration 7F (66770.030000 sec): 3 clusters
  Score: Raw -2723307.332827 + Penalty 4760.127041 = -2718547.205786
  nChanged 837
		SP:Iteration 8F (66770.310000 sec): 3 clusters
  Score: Raw -2724065.370490 + Penalty 4760.127041 = -2719305.243449
  nChanged 792
		SP:Iteration 9F (66770.580000 sec): 3 clusters
  Score: Raw -2724808.229907 + Penalty 4760.127041 = -2720048.102866
  nChanged 588
		SP:Iteration 10Q (66770.850000 sec): 3 clusters
  Score: Raw -2725339.351648 + Penalty 4760.127041 = -2720579.224607
  nChanged 433
		SP:Iteration 11Q (66771.130000 sec): 3 clusters
  Score: Raw -2725650.409399 + Penalty 4760.127041 = -2720890.282358
  nChanged 306
		SP:Iteration 12Q (66771.410000 sec): 3 clusters
  Score: Raw -2725867.375004 + Penalty 4760.127041 = -2721107.247963
  nChanged 242
		SP:Iteration 13Q (66771.690000 sec): 3 clusters
  Score: Raw -2726046.652992 + Penalty 4760.127041 = -2721286.525951
  nChanged 201
		SP:Iteration 14Q (66771.970000 sec): 3 clusters
  Score: Raw -2726186.797809 + Penalty 4760.127041 = -2721426.670768
  nChanged 174
		SP:Iteration 15Q (66772.240000 sec): 3 clusters
  Score: Raw -2726296.201317 + Penalty 4760.127041 = -2721536.074276
  nChanged 139
		SP:Iteration 16Q (66772.520000 sec): 3 clusters
  Score: Raw -2726387.662727 + Penalty 4760.127041 = -2721627.535686
  nChanged 123
		SP:Iteration 17Q (66772.800000 sec): 3 clusters
  Score: Raw -2726468.516747 + Penalty 4760.127041 = -2721708.389706
  nChanged 88
		SP:Iteration 18Q (66773.070000 sec): 3 clusters
  Score: Raw -2726522.983781 + Penalty 4760.127041 = -2721762.856740
  nChanged 76
		SP:Iteration 19Q (66773.350000 sec): 3 clusters
  Score: Raw -2726571.108600 + Penalty 4760.127041 = -2721810.981559
  nChanged 73
		SP:Iteration 20F (66773.630000 sec): 3 clusters
  Score: Raw -2726622.229349 + Penalty 4760.127041 = -2721862.102308
  nChanged 72
		SP:Iteration 21Q (66773.870000 sec): 3 clusters
  Score: Raw -2726674.609717 + Penalty 4760.127041 = -2721914.482676
  nChanged 60
		SP:Iteration 22Q (66774.100000 sec): 3 clusters
  Score: Raw -2726714.649930 + Penalty 4760.127041 = -2721954.522889
  nChanged 50
		SP:Iteration 23Q (66774.370000 sec): 3 clusters
  Score: Raw -2726743.889005 + Penalty 4760.127041 = -2721983.761963
  nChanged 54
		SP:Iteration 24Q (66774.650000 sec): 3 clusters
  Score: Raw -2726770.624147 + Penalty 4760.127041 = -2722010.497106
  nChanged 37
		SP:Iteration 25Q (66774.930000 sec): 3 clusters
  Score: Raw -2726788.890315 + Penalty 4760.127041 = -2722028.763274
  nChanged 21
		SP:Iteration 26Q (66775.200000 sec): 3 clusters
  Score: Raw -2726800.158252 + Penalty 4760.127041 = -2722040.031211
  nChanged 23
		SP:Iteration 27Q (66775.480000 sec): 3 clusters
  Score: Raw -2726809.223582 + Penalty 4760.127041 = -2722049.096541
  nChanged 17
		SP:Iteration 28Q (66775.750000 sec): 3 clusters
  Score: Raw -2726816.906406 + Penalty 4760.127041 = -2722056.779365
  nChanged 13
		SP:Iteration 29Q (66775.990000 sec): 3 clusters
  Score: Raw -2726822.124699 + Penalty 4760.127041 = -2722061.997658
  nChanged 10
		SP:Iteration 30Q (66776.260000 sec): 3 clusters
  Score: Raw -2726826.395128 + Penalty 4760.127041 = -2722066.268087
  nChanged 10
		SP:Iteration 31Q (66776.460000 sec): 3 clusters
  Score: Raw -2726828.945740 + Penalty 4760.127041 = -2722068.818699
  nChanged 2
		SP:Iteration 32Q (66776.690000 sec): 3 clusters
  Score: Raw -2726830.458295 + Penalty 4760.127041 = -2722070.331253
  nChanged 2
		SP:Iteration 33Q (66776.970000 sec): 3 clusters
  Score: Raw -2726831.128495 + Penalty 4760.127041 = -2722071.001454
  nChanged 0
		SP:Iteration 34F (66777.250000 sec): 3 clusters
  Score: Raw -2726831.128495 + Penalty 4760.127041 = -2722071.001454
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (96 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66777.310000 sec): 2 clusters
  Score: Raw -15764.480293 + Penalty 1131.958351 = -14632.521941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66777.480000 sec): 3 clusters
  Score: Raw -16309.208427 + Penalty 2263.916703 = -14045.291724
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66777.570000 sec): 2 clusters
  Score: Raw -42498.585113 + Penalty 1401.817317 = -41096.767797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66777.750000 sec): 3 clusters
  Score: Raw -42778.524000 + Penalty 2803.634633 = -39974.889367
  nChanged 45
		SP:Iteration 1F (66777.920000 sec): 3 clusters
  Score: Raw -42939.740633 + Penalty 2803.634633 = -40136.106000
  nChanged 6
		SP:Iteration 2Q (66778.100000 sec): 3 clusters
  Score: Raw -42975.642094 + Penalty 2803.634633 = -40172.007460
  nChanged 5
		SP:Iteration 3Q (66778.280000 sec): 3 clusters
  Score: Raw -43007.706852 + Penalty 2803.634633 = -40204.072218
  nChanged 5
		SP:Iteration 4Q (66778.450000 sec): 3 clusters
  Score: Raw -43026.994451 + Penalty 2803.634633 = -40223.359817
  nChanged 3
		SP:Iteration 5Q (66778.630000 sec): 3 clusters
  Score: Raw -43032.145978 + Penalty 2803.634633 = -40228.511345
  nChanged 1
		SP:Iteration 6Q (66778.800000 sec): 3 clusters
  Score: Raw -43039.508443 + Penalty 2803.634633 = -40235.873809
  nChanged 0
		SP:Iteration 7F (66778.980000 sec): 3 clusters
  Score: Raw -43039.508443 + Penalty 2803.634633 = -40235.873809
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 22 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66779.060000 sec): 2 clusters
  Score: Raw -30166.244306 + Penalty 1348.643669 = -28817.600637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66779.240000 sec): 3 clusters
  Score: Raw -30590.513609 + Penalty 2697.287337 = -27893.226271
  nChanged 45
		SP:Iteration 1F (66779.420000 sec): 3 clusters
  Score: Raw -30783.712472 + Penalty 2697.287337 = -28086.425134
  nChanged 12
		SP:Iteration 2F (66779.590000 sec): 3 clusters
  Score: Raw -30831.974566 + Penalty 2697.287337 = -28134.687229
  nChanged 4
		SP:Iteration 3Q (66779.780000 sec): 3 clusters
  Score: Raw -30852.377918 + Penalty 2697.287337 = -28155.090580
  nChanged 0
		SP:Iteration 4F (66779.780000 sec): 3 clusters
  Score: Raw -30852.377918 + Penalty 2697.287337 = -28155.090580
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 23 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66779.810000 sec): 2 clusters
  Score: Raw -58812.696917 + Penalty 1482.763670 = -57329.933247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66779.830000 sec): 3 clusters
  Score: Raw -58900.889065 + Penalty 2965.527339 = -55935.361726
  nChanged 62
		SP:Iteration 1F (66779.840000 sec): 3 clusters
  Score: Raw -59047.552160 + Penalty 2965.527339 = -56082.024821
  nChanged 14
		SP:Iteration 2Q (66779.860000 sec): 3 clusters
  Score: Raw -59107.344534 + Penalty 2965.527339 = -56141.817195
  nChanged 5
		SP:Iteration 3Q (66779.880000 sec): 3 clusters
  Score: Raw -59125.079684 + Penalty 2965.527339 = -56159.552344
  nChanged 8
		SP:Iteration 4Q (66779.890000 sec): 3 clusters
  Score: Raw -59153.957070 + Penalty 2965.527339 = -56188.429730
  nChanged 4
		SP:Iteration 5Q (66779.910000 sec): 3 clusters
  Score: Raw -59169.129524 + Penalty 2965.527339 = -56203.602185
  nChanged 2
		SP:Iteration 6Q (66779.920000 sec): 3 clusters
  Score: Raw -59174.281761 + Penalty 2965.527339 = -56208.754422
  nChanged 0
		SP:Iteration 7F (66779.940000 sec): 3 clusters
  Score: Raw -59174.281761 + Penalty 2965.527339 = -56208.754422
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 24 (2083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66780.010000 sec): 2 clusters
  Score: Raw -383065.212959 + Penalty 1895.107981 = -381170.104978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66780.060000 sec): 3 clusters
  Score: Raw -382316.727241 + Penalty 3790.215963 = -378526.511278
  nChanged 688
		SP:Iteration 1F (66780.110000 sec): 3 clusters
  Score: Raw -383024.263549 + Penalty 3790.215963 = -379234.047586
  nChanged 239
		SP:Iteration 2F (66780.160000 sec): 3 clusters
  Score: Raw -383571.209012 + Penalty 3790.215963 = -379780.993049
  nChanged 220
		SP:Iteration 3F (66780.210000 sec): 3 clusters
  Score: Raw -384041.892407 + Penalty 3790.215963 = -380251.676444
  nChanged 161
		SP:Iteration 4F (66780.250000 sec): 3 clusters
  Score: Raw -384406.310295 + Penalty 3790.215963 = -380616.094332
  nChanged 108
		SP:Iteration 5F (66780.310000 sec): 3 clusters
  Score: Raw -384573.731442 + Penalty 3790.215963 = -380783.515479
  nChanged 55
		SP:Iteration 6Q (66780.350000 sec): 3 clusters
  Score: Raw -384651.419769 + Penalty 3790.215963 = -380861.203806
  nChanged 37
		SP:Iteration 7Q (66780.400000 sec): 3 clusters
  Score: Raw -384701.787614 + Penalty 3790.215963 = -380911.571651
  nChanged 21
		SP:Iteration 8Q (66780.450000 sec): 3 clusters
  Score: Raw -384724.867089 + Penalty 3790.215963 = -380934.651126
  nChanged 10
		SP:Iteration 9Q (66780.500000 sec): 3 clusters
  Score: Raw -384733.827901 + Penalty 3790.215963 = -380943.611938
  nChanged 6
		SP:Iteration 10Q (66780.550000 sec): 3 clusters
  Score: Raw -384739.748654 + Penalty 3790.215963 = -380949.532691
  nChanged 5
		SP:Iteration 11Q (66780.600000 sec): 3 clusters
  Score: Raw -384744.061177 + Penalty 3790.215963 = -380953.845214
  nChanged 2
		SP:Iteration 12Q (66780.650000 sec): 3 clusters
  Score: Raw -384745.508879 + Penalty 3790.215963 = -380955.292916
  nChanged 1
		SP:Iteration 13Q (66780.700000 sec): 3 clusters
  Score: Raw -384746.717732 + Penalty 3790.215963 = -380956.501769
  nChanged 0
		SP:Iteration 14F (66780.750000 sec): 3 clusters
  Score: Raw -384746.717732 + Penalty 3790.215963 = -380956.501769
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 25 (209022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66782.010000 sec): 2 clusters
  Score: Raw -37404084.390083 + Penalty 3038.048308 = -37401046.341776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66784.090000 sec): 3 clusters
  Score: Raw -37266510.675724 + Penalty 6076.096615 = -37260434.579109
  nChanged 100883
		SP:Iteration 1F (66786.170000 sec): 3 clusters
  Score: Raw -37326698.703566 + Penalty 6076.096615 = -37320622.606951
  nChanged 7601
		SP:Iteration 2Q (66788.390000 sec): 3 clusters
  Score: Raw -37328989.125920 + Penalty 6076.096615 = -37322913.029305
  nChanged 9416
		SP:Iteration 3Q (66790.620000 sec): 3 clusters
  Score: Raw -37332597.044616 + Penalty 6076.096615 = -37326520.948001
  nChanged 11313
		SP:Iteration 4F (66792.700000 sec): 3 clusters
  Score: Raw -37337945.456834 + Penalty 6076.096615 = -37331869.360219
  nChanged 13144
		SP:Iteration 5F (66794.840000 sec): 3 clusters
  Score: Raw -37345345.694927 + Penalty 6076.096615 = -37339269.598311
  nChanged 14534
		SP:Iteration 6F (66796.900000 sec): 3 clusters
  Score: Raw -37354904.727612 + Penalty 6076.096615 = -37348828.630997
  nChanged 14932
		SP:Iteration 7F (66798.960000 sec): 3 clusters
  Score: Raw -37366255.171799 + Penalty 6076.096615 = -37360179.075184
  nChanged 14246
		SP:Iteration 8F (66801.050000 sec): 3 clusters
  Score: Raw -37378332.652518 + Penalty 6076.096615 = -37372256.555903
  nChanged 12175
		SP:Iteration 9F (66803.160000 sec): 3 clusters
  Score: Raw -37389536.732220 + Penalty 6076.096615 = -37383460.635605
  nChanged 8670
		SP:Iteration 10Q (66805.330000 sec): 3 clusters
  Score: Raw -37397722.851603 + Penalty 6076.096615 = -37391646.754988
  nChanged 4637
		SP:Iteration 11Q (66807.380000 sec): 3 clusters
  Score: Raw -37402032.725661 + Penalty 6076.096615 = -37395956.629046
  nChanged 1727
		SP:Iteration 12Q (66809.180000 sec): 3 clusters
  Score: Raw -37403548.877862 + Penalty 6076.096615 = -37397472.781247
  nChanged 520
		SP:Iteration 13Q (66810.960000 sec): 3 clusters
  Score: Raw -37404034.574837 + Penalty 6076.096615 = -37397958.478222
  nChanged 154
		SP:Iteration 14Q (66812.660000 sec): 3 clusters
  Score: Raw -37404196.800178 + Penalty 6076.096615 = -37398120.703563
  nChanged 62
		SP:Iteration 15Q (66814.360000 sec): 3 clusters
  Score: Raw -37404260.656917 + Penalty 6076.096615 = -37398184.560302
  nChanged 32
		SP:Iteration 16Q (66816.030000 sec): 3 clusters
  Score: Raw -37404294.700355 + Penalty 6076.096615 = -37398218.603740
  nChanged 24
		SP:Iteration 17Q (66817.740000 sec): 3 clusters
  Score: Raw -37404326.381030 + Penalty 6076.096615 = -37398250.284415
  nChanged 13
		SP:Iteration 18Q (66819.400000 sec): 3 clusters
  Score: Raw -37404345.312386 + Penalty 6076.096615 = -37398269.215771
  nChanged 10
		SP:Iteration 19Q (66821.030000 sec): 3 clusters
  Score: Raw -37404354.038043 + Penalty 6076.096615 = -37398277.941428
  nChanged 4
		SP:Iteration 20F (66823.090000 sec): 3 clusters
  Score: Raw -37404356.992155 + Penalty 6076.096615 = -37398280.895540
  nChanged 1
		SP:Iteration 21Q (66824.690000 sec): 3 clusters
  Score: Raw -37404358.514918 + Penalty 6076.096615 = -37398282.418303
  nChanged 1
		SP:Iteration 22Q (66826.280000 sec): 3 clusters
  Score: Raw -37404359.417134 + Penalty 6076.096615 = -37398283.320519
  nChanged 2
		SP:Iteration 23Q (66827.980000 sec): 3 clusters
  Score: Raw -37404362.351817 + Penalty 6076.096615 = -37398286.255202
  nChanged 4
		SP:Iteration 24Q (66829.700000 sec): 3 clusters
  Score: Raw -37404366.270900 + Penalty 6076.096615 = -37398290.174285
  nChanged 1
		SP:Iteration 25Q (66831.420000 sec): 3 clusters
  Score: Raw -37404366.962994 + Penalty 6076.096615 = -37398290.866379
  nChanged 1
		SP:Iteration 26Q (66833.100000 sec): 3 clusters
  Score: Raw -37404368.076099 + Penalty 6076.096615 = -37398291.979484
  nChanged 0
		SP:Iteration 27F (66835.100000 sec): 3 clusters
  Score: Raw -37404368.076099 + Penalty 6076.096615 = -37398291.979484
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66835.180000 sec): 2 clusters
  Score: Raw -36807.423277 + Penalty 1343.192900 = -35464.230377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66835.190000 sec): 3 clusters
  Score: Raw -37192.288724 + Penalty 2686.385799 = -34505.902925
  nChanged 27
		SP:Iteration 1F (66835.190000 sec): 3 clusters
  Score: Raw -37342.298921 + Penalty 2686.385799 = -34655.913122
  nChanged 13
		SP:Iteration 2F (66835.200000 sec): 3 clusters
  Score: Raw -37441.233908 + Penalty 2686.385799 = -34754.848109
  nChanged 4
		SP:Iteration 3Q (66835.210000 sec): 3 clusters
  Score: Raw -37461.478800 + Penalty 2686.385799 = -34775.093001
  nChanged 5
		SP:Iteration 4Q (66835.210000 sec): 3 clusters
  Score: Raw -37479.599137 + Penalty 2686.385799 = -34793.213338
  nChanged 4
		SP:Iteration 5Q (66835.230000 sec): 3 clusters
  Score: Raw -37497.229200 + Penalty 2686.385799 = -34810.843401
  nChanged 4
		SP:Iteration 6Q (66835.230000 sec): 3 clusters
  Score: Raw -37508.232716 + Penalty 2686.385799 = -34821.846917
  nChanged 3
		SP:Iteration 7Q (66835.240000 sec): 3 clusters
  Score: Raw -37518.755351 + Penalty 2686.385799 = -34832.369551
  nChanged 1
		SP:Iteration 8Q (66835.250000 sec): 3 clusters
  Score: Raw -37527.586141 + Penalty 2686.385799 = -34841.200341
  nChanged 0
		SP:Iteration 9F (66835.260000 sec): 3 clusters
  Score: Raw -37527.586141 + Penalty 2686.385799 = -34841.200341
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66835.290000 sec): 2 clusters
  Score: Raw -107068.307539 + Penalty 1604.758277 = -105463.549262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66835.320000 sec): 3 clusters
  Score: Raw -107059.621489 + Penalty 3209.516554 = -103850.104935
  nChanged 135
		SP:Iteration 1F (66835.350000 sec): 3 clusters
  Score: Raw -107274.630581 + Penalty 3209.516554 = -104065.114028
  nChanged 33
		SP:Iteration 2F (66835.370000 sec): 3 clusters
  Score: Raw -107328.807807 + Penalty 3209.516554 = -104119.291253
  nChanged 14
		SP:Iteration 3Q (66835.390000 sec): 3 clusters
  Score: Raw -107353.992832 + Penalty 3209.516554 = -104144.476278
  nChanged 4
		SP:Iteration 4Q (66835.420000 sec): 3 clusters
  Score: Raw -107360.509879 + Penalty 3209.516554 = -104150.993325
  nChanged 2
		SP:Iteration 5Q (66835.440000 sec): 3 clusters
  Score: Raw -107363.108144 + Penalty 3209.516554 = -104153.591590
  nChanged 1
		SP:Iteration 6Q (66835.470000 sec): 3 clusters
  Score: Raw -107366.453661 + Penalty 3209.516554 = -104156.937107
  nChanged 2
		SP:Iteration 7Q (66835.490000 sec): 3 clusters
  Score: Raw -107371.540274 + Penalty 3209.516554 = -104162.023720
  nChanged 0
		SP:Iteration 8F (66835.510000 sec): 3 clusters
  Score: Raw -107371.540274 + Penalty 3209.516554 = -104162.023720
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 28 (354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66835.540000 sec): 2 clusters
  Score: Raw -51373.311557 + Penalty 1455.585634 = -49917.725922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66835.560000 sec): 3 clusters
  Score: Raw -51505.132138 + Penalty 2911.171269 = -48593.960869
  nChanged 59
		SP:Iteration 1F (66835.570000 sec): 3 clusters
  Score: Raw -51680.857414 + Penalty 2911.171269 = -48769.686145
  nChanged 13
		SP:Iteration 2Q (66835.580000 sec): 3 clusters
  Score: Raw -51726.299096 + Penalty 2911.171269 = -48815.127827
  nChanged 6
		SP:Iteration 3Q (66835.600000 sec): 3 clusters
  Score: Raw -51775.238199 + Penalty 2911.171269 = -48864.066930
  nChanged 8
		SP:Iteration 4Q (66835.610000 sec): 3 clusters
  Score: Raw -51850.503314 + Penalty 2911.171269 = -48939.332045
  nChanged 6
		SP:Iteration 5Q (66835.630000 sec): 3 clusters
  Score: Raw -51901.782725 + Penalty 2911.171269 = -48990.611457
  nChanged 7
		SP:Iteration 6Q (66835.640000 sec): 3 clusters
  Score: Raw -51954.777986 + Penalty 2911.171269 = -49043.606717
  nChanged 9
		SP:Iteration 7Q (66835.660000 sec): 3 clusters
  Score: Raw -51995.035884 + Penalty 2911.171269 = -49083.864615
  nChanged 3
		SP:Iteration 8Q (66835.670000 sec): 3 clusters
  Score: Raw -52003.997505 + Penalty 2911.171269 = -49092.826236
  nChanged 2
		SP:Iteration 9Q (66835.690000 sec): 3 clusters
  Score: Raw -52012.902803 + Penalty 2911.171269 = -49101.731534
  nChanged 3
		SP:Iteration 10Q (66835.700000 sec): 3 clusters
  Score: Raw -52020.067633 + Penalty 2911.171269 = -49108.896364
  nChanged 2
		SP:Iteration 11Q (66835.720000 sec): 3 clusters
  Score: Raw -52026.185813 + Penalty 2911.171269 = -49115.014544
  nChanged 1
		SP:Iteration 12Q (66835.730000 sec): 3 clusters
  Score: Raw -52027.287464 + Penalty 2911.171269 = -49116.116195
  nChanged 1
		SP:Iteration 13Q (66835.750000 sec): 3 clusters
  Score: Raw -52029.880808 + Penalty 2911.171269 = -49118.709539
  nChanged 1
		SP:Iteration 14Q (66835.760000 sec): 3 clusters
  Score: Raw -52031.639927 + Penalty 2911.171269 = -49120.468658
  nChanged 1
		SP:Iteration 15Q (66835.780000 sec): 3 clusters
  Score: Raw -52033.794568 + Penalty 2911.171269 = -49122.623299
  nChanged 0
		SP:Iteration 16F (66835.790000 sec): 3 clusters
  Score: Raw -52033.794568 + Penalty 2911.171269 = -49122.623299
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 29 (264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66835.810000 sec): 2 clusters
  Score: Raw -38421.851845 + Penalty 1382.835378 = -37039.016467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66835.820000 sec): 3 clusters
  Score: Raw -38578.721526 + Penalty 2765.670755 = -35813.050771
  nChanged 32
		SP:Iteration 1F (66835.830000 sec): 3 clusters
  Score: Raw -38744.363537 + Penalty 2765.670755 = -35978.692781
  nChanged 8
		SP:Iteration 2Q (66835.840000 sec): 3 clusters
  Score: Raw -38810.252439 + Penalty 2765.670755 = -36044.581684
  nChanged 5
		SP:Iteration 3Q (66835.850000 sec): 3 clusters
  Score: Raw -38872.154280 + Penalty 2765.670755 = -36106.483525
  nChanged 3
		SP:Iteration 4Q (66835.860000 sec): 3 clusters
  Score: Raw -38944.027807 + Penalty 2765.670755 = -36178.357052
  nChanged 3
		SP:Iteration 5Q (66835.870000 sec): 3 clusters
  Score: Raw -38966.545845 + Penalty 2765.670755 = -36200.875090
  nChanged 0
		SP:Iteration 6F (66835.870000 sec): 3 clusters
  Score: Raw -38966.545845 + Penalty 2765.670755 = -36200.875090
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66835.910000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66835.930000 sec): 3 clusters
  Score: Raw -85480.763038 + Penalty 3126.099012 = -82354.664026
  nChanged 112
		SP:Iteration 1F (66835.950000 sec): 3 clusters
  Score: Raw -85683.749663 + Penalty 3126.099012 = -82557.650651
  nChanged 27
		SP:Iteration 2Q (66835.970000 sec): 3 clusters
  Score: Raw -85745.211335 + Penalty 3126.099012 = -82619.112323
  nChanged 13
		SP:Iteration 3Q (66836.000000 sec): 3 clusters
  Score: Raw -85784.598406 + Penalty 3126.099012 = -82658.499394
  nChanged 10
		SP:Iteration 4Q (66836.020000 sec): 3 clusters
  Score: Raw -85815.128139 + Penalty 3126.099012 = -82689.029127
  nChanged 8
		SP:Iteration 5Q (66836.040000 sec): 3 clusters
  Score: Raw -85835.272611 + Penalty 3126.099012 = -82709.173599
  nChanged 5
		SP:Iteration 6Q (66836.070000 sec): 3 clusters
  Score: Raw -85848.141628 + Penalty 3126.099012 = -82722.042616
  nChanged 4
		SP:Iteration 7Q (66836.090000 sec): 3 clusters
  Score: Raw -85859.761750 + Penalty 3126.099012 = -82733.662738
  nChanged 3
		SP:Iteration 8Q (66836.110000 sec): 3 clusters
  Score: Raw -85866.349110 + Penalty 3126.099012 = -82740.250098
  nChanged 1
		SP:Iteration 9Q (66836.130000 sec): 3 clusters
  Score: Raw -85868.287818 + Penalty 3126.099012 = -82742.188806
  nChanged 2
		SP:Iteration 10Q (66836.160000 sec): 3 clusters
  Score: Raw -85871.617534 + Penalty 3126.099012 = -82745.518522
  nChanged 1
		SP:Iteration 11Q (66836.180000 sec): 3 clusters
  Score: Raw -85873.381147 + Penalty 3126.099012 = -82747.282135
  nChanged 2
		SP:Iteration 12Q (66836.210000 sec): 3 clusters
  Score: Raw -85878.873203 + Penalty 3126.099012 = -82752.774191
  nChanged 3
		SP:Iteration 13Q (66836.230000 sec): 3 clusters
  Score: Raw -85885.947631 + Penalty 3126.099012 = -82759.848619
  nChanged 4
		SP:Iteration 14Q (66836.250000 sec): 3 clusters
  Score: Raw -85897.988963 + Penalty 3126.099012 = -82771.889951
  nChanged 8
		SP:Iteration 15Q (66836.270000 sec): 3 clusters
  Score: Raw -85929.231362 + Penalty 3126.099012 = -82803.132350
  nChanged 8
		SP:Iteration 16Q (66836.300000 sec): 3 clusters
  Score: Raw -85951.431446 + Penalty 3126.099012 = -82825.332434
  nChanged 7
		SP:Iteration 17Q (66836.320000 sec): 3 clusters
  Score: Raw -85973.140704 + Penalty 3126.099012 = -82847.041692
  nChanged 3
		SP:Iteration 18Q (66836.340000 sec): 3 clusters
  Score: Raw -85979.837302 + Penalty 3126.099012 = -82853.738290
  nChanged 2
		SP:Iteration 19Q (66836.370000 sec): 3 clusters
  Score: Raw -85982.804538 + Penalty 3126.099012 = -82856.705526
  nChanged 2
		SP:Iteration 20F (66836.390000 sec): 3 clusters
  Score: Raw -85984.656115 + Penalty 3126.099012 = -82858.557104
  nChanged 1
		SP:Iteration 21Q (66836.410000 sec): 3 clusters
  Score: Raw -85986.631607 + Penalty 3126.099012 = -82860.532595
  nChanged 2
		SP:Iteration 22Q (66836.430000 sec): 3 clusters
  Score: Raw -85991.692259 + Penalty 3126.099012 = -82865.593247
  nChanged 3
		SP:Iteration 23Q (66836.460000 sec): 3 clusters
  Score: Raw -86002.594276 + Penalty 3126.099012 = -82876.495264
  nChanged 4
		SP:Iteration 24Q (66836.480000 sec): 3 clusters
  Score: Raw -86011.760028 + Penalty 3126.099012 = -82885.661016
  nChanged 1
		SP:Iteration 25Q (66836.510000 sec): 3 clusters
  Score: Raw -86012.351070 + Penalty 3126.099012 = -82886.252058
  nChanged 0
		SP:Iteration 26F (66836.530000 sec): 3 clusters
  Score: Raw -86012.351070 + Penalty 3126.099012 = -82886.252058
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66836.550000 sec): 2 clusters
  Score: Raw -13318.816461 + Penalty 1253.948960 = -12064.867501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66836.560000 sec): 3 clusters
  Score: Raw -13607.161263 + Penalty 2507.897919 = -11099.263343
  nChanged 16
		SP:Iteration 1F (66836.570000 sec): 3 clusters
  Score: Raw -13710.349542 + Penalty 2507.897919 = -11202.451622
  nChanged 8
		SP:Iteration 2F (66836.570000 sec): 3 clusters
  Score: Raw -13798.623425 + Penalty 2507.897919 = -11290.725505
  nChanged 3
		SP:Iteration 3Q (66836.580000 sec): 3 clusters
  Score: Raw -13830.756150 + Penalty 2507.897919 = -11322.858231
  nChanged 1
		SP:Iteration 4Q (66836.590000 sec): 3 clusters
  Score: Raw -13834.824743 + Penalty 2507.897919 = -11326.926824
  nChanged 0
		SP:Iteration 5F (66836.600000 sec): 3 clusters
  Score: Raw -13834.824743 + Penalty 2507.897919 = -11326.926824
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 32 (1117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66836.640000 sec): 2 clusters
  Score: Raw -209996.890790 + Penalty 1740.563646 = -208256.327144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66836.670000 sec): 3 clusters
  Score: Raw -209707.150113 + Penalty 3481.127292 = -206226.022820
  nChanged 308
		SP:Iteration 1F (66836.710000 sec): 3 clusters
  Score: Raw -210090.212540 + Penalty 3481.127292 = -206609.085247
  nChanged 101
		SP:Iteration 2F (66836.740000 sec): 3 clusters
  Score: Raw -210286.250234 + Penalty 3481.127292 = -206805.122941
  nChanged 67
		SP:Iteration 3F (66836.770000 sec): 3 clusters
  Score: Raw -210400.271489 + Penalty 3481.127292 = -206919.144197
  nChanged 54
		SP:Iteration 4Q (66836.800000 sec): 3 clusters
  Score: Raw -210488.904762 + Penalty 3481.127292 = -207007.777469
  nChanged 37
		SP:Iteration 5Q (66836.830000 sec): 3 clusters
  Score: Raw -210542.592786 + Penalty 3481.127292 = -207061.465494
  nChanged 20
		SP:Iteration 6Q (66836.870000 sec): 3 clusters
  Score: Raw -210564.778377 + Penalty 3481.127292 = -207083.651085
  nChanged 16
		SP:Iteration 7Q (66836.900000 sec): 3 clusters
  Score: Raw -210585.313136 + Penalty 3481.127292 = -207104.185843
  nChanged 12
		SP:Iteration 8Q (66836.930000 sec): 3 clusters
  Score: Raw -210603.561348 + Penalty 3481.127292 = -207122.434056
  nChanged 10
		SP:Iteration 9Q (66836.960000 sec): 3 clusters
  Score: Raw -210618.232935 + Penalty 3481.127292 = -207137.105643
  nChanged 5
		SP:Iteration 10Q (66836.990000 sec): 3 clusters
  Score: Raw -210622.884349 + Penalty 3481.127292 = -207141.757057
  nChanged 4
		SP:Iteration 11Q (66837.030000 sec): 3 clusters
  Score: Raw -210626.431997 + Penalty 3481.127292 = -207145.304704
  nChanged 1
		SP:Iteration 12Q (66837.060000 sec): 3 clusters
  Score: Raw -210627.480294 + Penalty 3481.127292 = -207146.353002
  nChanged 1
		SP:Iteration 13Q (66837.090000 sec): 3 clusters
  Score: Raw -210628.473117 + Penalty 3481.127292 = -207147.345825
  nChanged 0
		SP:Iteration 14F (66837.120000 sec): 3 clusters
  Score: Raw -210628.473117 + Penalty 3481.127292 = -207147.345825
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 33 (99503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66837.790000 sec): 2 clusters
  Score: Raw -19069372.197521 + Penalty 2853.969882 = -19066518.227638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66838.820000 sec): 3 clusters
  Score: Raw -19005438.152748 + Penalty 5707.939764 = -18999730.212984
  nChanged 47322
		SP:Iteration 1F (66839.790000 sec): 3 clusters
  Score: Raw -19032523.465125 + Penalty 5707.939764 = -19026815.525361
  nChanged 3123
		SP:Iteration 2Q (66840.820000 sec): 3 clusters
  Score: Raw -19033248.589718 + Penalty 5707.939764 = -19027540.649954
  nChanged 3049
		SP:Iteration 3Q (66841.810000 sec): 3 clusters
  Score: Raw -19034038.548982 + Penalty 5707.939764 = -19028330.609218
  nChanged 3244
		SP:Iteration 4Q (66842.850000 sec): 3 clusters
  Score: Raw -19035002.055889 + Penalty 5707.939764 = -19029294.116124
  nChanged 3456
		SP:Iteration 5Q (66843.890000 sec): 3 clusters
  Score: Raw -19036286.007478 + Penalty 5707.939764 = -19030578.067714
  nChanged 4191
		SP:Iteration 6Q (66844.920000 sec): 3 clusters
  Score: Raw -19038177.995218 + Penalty 5707.939764 = -19032470.055454
  nChanged 5212
		SP:Iteration 7F (66845.920000 sec): 3 clusters
  Score: Raw -19041155.405325 + Penalty 5707.939764 = -19035447.465560
  nChanged 6573
		SP:Iteration 8F (66846.910000 sec): 3 clusters
  Score: Raw -19045778.054801 + Penalty 5707.939764 = -19040070.115037
  nChanged 7714
		SP:Iteration 9F (66847.910000 sec): 3 clusters
  Score: Raw -19052142.093883 + Penalty 5707.939764 = -19046434.154119
  nChanged 7745
		SP:Iteration 10F (66848.930000 sec): 3 clusters
  Score: Raw -19059136.928231 + Penalty 5707.939764 = -19053428.988466
  nChanged 5936
		SP:Iteration 11F (66849.960000 sec): 3 clusters
  Score: Raw -19064593.921962 + Penalty 5707.939764 = -19058885.982198
  nChanged 3347
		SP:Iteration 12Q (66850.900000 sec): 3 clusters
  Score: Raw -19067493.480097 + Penalty 5707.939764 = -19061785.540333
  nChanged 1505
		SP:Iteration 13Q (66851.840000 sec): 3 clusters
  Score: Raw -19068752.821669 + Penalty 5707.939764 = -19063044.881904
  nChanged 573
		SP:Iteration 14Q (66852.780000 sec): 3 clusters
  Score: Raw -19069225.245190 + Penalty 5707.939764 = -19063517.305426
  nChanged 265
		SP:Iteration 15Q (66853.650000 sec): 3 clusters
  Score: Raw -19069482.162487 + Penalty 5707.939764 = -19063774.222723
  nChanged 117
		SP:Iteration 16Q (66854.470000 sec): 3 clusters
  Score: Raw -19069600.029497 + Penalty 5707.939764 = -19063892.089733
  nChanged 69
		SP:Iteration 17Q (66855.380000 sec): 3 clusters
  Score: Raw -19069669.558557 + Penalty 5707.939764 = -19063961.618793
  nChanged 32
		SP:Iteration 18Q (66856.290000 sec): 3 clusters
  Score: Raw -19069703.758763 + Penalty 5707.939764 = -19063995.818999
  nChanged 25
		SP:Iteration 19Q (66857.180000 sec): 3 clusters
  Score: Raw -19069727.710069 + Penalty 5707.939764 = -19064019.770305
  nChanged 21
		SP:Iteration 20F (66858.210000 sec): 3 clusters
  Score: Raw -19069750.603785 + Penalty 5707.939764 = -19064042.664021
  nChanged 11
		SP:Iteration 21Q (66859.080000 sec): 3 clusters
  Score: Raw -19069764.360774 + Penalty 5707.939764 = -19064056.421010
  nChanged 6
		SP:Iteration 22Q (66859.940000 sec): 3 clusters
  Score: Raw -19069769.901382 + Penalty 5707.939764 = -19064061.961618
  nChanged 7
		SP:Iteration 23Q (66860.820000 sec): 3 clusters
  Score: Raw -19069775.776984 + Penalty 5707.939764 = -19064067.837220
  nChanged 2
		SP:Iteration 24Q (66861.720000 sec): 3 clusters
  Score: Raw -19069778.664847 + Penalty 5707.939764 = -19064070.725083
  nChanged 5
		SP:Iteration 25Q (66862.560000 sec): 3 clusters
  Score: Raw -19069783.385434 + Penalty 5707.939764 = -19064075.445670
  nChanged 5
		SP:Iteration 26Q (66863.460000 sec): 3 clusters
  Score: Raw -19069788.049669 + Penalty 5707.939764 = -19064080.109905
  nChanged 5
		SP:Iteration 27Q (66864.310000 sec): 3 clusters
  Score: Raw -19069791.414769 + Penalty 5707.939764 = -19064083.475004
  nChanged 4
		SP:Iteration 28Q (66865.210000 sec): 3 clusters
  Score: Raw -19069794.600252 + Penalty 5707.939764 = -19064086.660487
  nChanged 5
		SP:Iteration 29Q (66866.050000 sec): 3 clusters
  Score: Raw -19069799.289764 + Penalty 5707.939764 = -19064091.350000
  nChanged 6
		SP:Iteration 30Q (66866.940000 sec): 3 clusters
  Score: Raw -19069803.328448 + Penalty 5707.939764 = -19064095.388683
  nChanged 6
		SP:Iteration 31Q (66867.780000 sec): 3 clusters
  Score: Raw -19069808.827634 + Penalty 5707.939764 = -19064100.887870
  nChanged 5
		SP:Iteration 32Q (66868.680000 sec): 3 clusters
  Score: Raw -19069814.744717 + Penalty 5707.939764 = -19064106.804952
  nChanged 5
		SP:Iteration 33Q (66869.530000 sec): 3 clusters
  Score: Raw -19069819.779402 + Penalty 5707.939764 = -19064111.839638
  nChanged 3
		SP:Iteration 34Q (66870.430000 sec): 3 clusters
  Score: Raw -19069823.140487 + Penalty 5707.939764 = -19064115.200722
  nChanged 1
		SP:Iteration 35Q (66871.280000 sec): 3 clusters
  Score: Raw -19069823.832355 + Penalty 5707.939764 = -19064115.892591
  nChanged 2
		SP:Iteration 36Q (66872.170000 sec): 3 clusters
  Score: Raw -19069825.240198 + Penalty 5707.939764 = -19064117.300434
  nChanged 2
		SP:Iteration 37Q (66873.020000 sec): 3 clusters
  Score: Raw -19069826.747823 + Penalty 5707.939764 = -19064118.808059
  nChanged 1
		SP:Iteration 38Q (66873.870000 sec): 3 clusters
  Score: Raw -19069828.177501 + Penalty 5707.939764 = -19064120.237737
  nChanged 0
		SP:Iteration 39F (66874.860000 sec): 3 clusters
  Score: Raw -19069828.177501 + Penalty 5707.939764 = -19064120.237737
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 34 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66874.910000 sec): 2 clusters
  Score: Raw -65153.944693 + Penalty 1477.047668 = -63676.897026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66875.080000 sec): 3 clusters
  Score: Raw -65271.548118 + Penalty 2954.095335 = -62317.452783
  nChanged 42
		SP:Iteration 1F (66875.260000 sec): 3 clusters
  Score: Raw -65384.452422 + Penalty 2954.095335 = -62430.357087
  nChanged 15
		SP:Iteration 2Q (66875.430000 sec): 3 clusters
  Score: Raw -65434.848139 + Penalty 2954.095335 = -62480.752803
  nChanged 6
		SP:Iteration 3Q (66875.610000 sec): 3 clusters
  Score: Raw -65455.557403 + Penalty 2954.095335 = -62501.462068
  nChanged 4
		SP:Iteration 4Q (66875.790000 sec): 3 clusters
  Score: Raw -65464.179630 + Penalty 2954.095335 = -62510.084295
  nChanged 1
		SP:Iteration 5Q (66875.960000 sec): 3 clusters
  Score: Raw -65465.335287 + Penalty 2954.095335 = -62511.239952
  nChanged 0
		SP:Iteration 6F (66876.140000 sec): 3 clusters
  Score: Raw -65465.335287 + Penalty 2954.095335 = -62511.239952
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 35 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66876.230000 sec): 2 clusters
  Score: Raw -217538.958770 + Penalty 1764.664367 = -215774.294403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66876.400000 sec): 3 clusters
  Score: Raw -217194.982223 + Penalty 3529.328735 = -213665.653489
  nChanged 326
		SP:Iteration 1F (66876.580000 sec): 3 clusters
  Score: Raw -217505.513188 + Penalty 3529.328735 = -213976.184454
  nChanged 83
		SP:Iteration 2F (66876.750000 sec): 3 clusters
  Score: Raw -217591.701022 + Penalty 3529.328735 = -214062.372287
  nChanged 45
		SP:Iteration 3Q (66876.930000 sec): 3 clusters
  Score: Raw -217637.117210 + Penalty 3529.328735 = -214107.788476
  nChanged 17
		SP:Iteration 4Q (66877.110000 sec): 3 clusters
  Score: Raw -217653.741139 + Penalty 3529.328735 = -214124.412404
  nChanged 5
		SP:Iteration 5Q (66877.280000 sec): 3 clusters
  Score: Raw -217660.148010 + Penalty 3529.328735 = -214130.819275
  nChanged 4
		SP:Iteration 6Q (66877.460000 sec): 3 clusters
  Score: Raw -217663.807305 + Penalty 3529.328735 = -214134.478571
  nChanged 0
		SP:Iteration 7F (66877.630000 sec): 3 clusters
  Score: Raw -217663.807305 + Penalty 3529.328735 = -214134.478571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 36 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66877.720000 sec): 2 clusters
  Score: Raw -16195.844102 + Penalty 1195.429828 = -15000.414274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66877.890000 sec): 3 clusters
  Score: Raw -16637.783787 + Penalty 2390.859657 = -14246.924130
  nChanged 8
		SP:Iteration 1F (66878.070000 sec): 3 clusters
  Score: Raw -16723.010341 + Penalty 2390.859657 = -14332.150685
  nChanged 3
		SP:Iteration 2Q (66878.250000 sec): 3 clusters
  Score: Raw -16749.031374 + Penalty 2390.859657 = -14358.171717
  nChanged 0
		SP:Iteration 3F (66878.420000 sec): 3 clusters
  Score: Raw -16749.031374 + Penalty 2390.859657 = -14358.171717
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 37 (17039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66878.620000 sec): 2 clusters
  Score: Raw -2917646.776817 + Penalty 2416.328508 = -2915230.448309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66878.920000 sec): 3 clusters
  Score: Raw -2907957.956045 + Penalty 4832.657016 = -2903125.299029
  nChanged 7370
		SP:Iteration 1F (66879.210000 sec): 3 clusters
  Score: Raw -2911759.767332 + Penalty 4832.657016 = -2906927.110316
  nChanged 902
		SP:Iteration 2F (66879.550000 sec): 3 clusters
  Score: Raw -2912094.761996 + Penalty 4832.657016 = -2907262.104980
  nChanged 779
		SP:Iteration 3Q (66879.890000 sec): 3 clusters
  Score: Raw -2912353.929420 + Penalty 4832.657016 = -2907521.272404
  nChanged 626
		SP:Iteration 4Q (66880.170000 sec): 3 clusters
  Score: Raw -2912563.161449 + Penalty 4832.657016 = -2907730.504432
  nChanged 541
		SP:Iteration 5Q (66880.510000 sec): 3 clusters
  Score: Raw -2912743.864983 + Penalty 4832.657016 = -2907911.207967
  nChanged 504
		SP:Iteration 6Q (66880.800000 sec): 3 clusters
  Score: Raw -2912889.451695 + Penalty 4832.657016 = -2908056.794679
  nChanged 442
		SP:Iteration 7Q (66881.140000 sec): 3 clusters
  Score: Raw -2913019.803045 + Penalty 4832.657016 = -2908187.146029
  nChanged 437
		SP:Iteration 8Q (66881.430000 sec): 3 clusters
  Score: Raw -2913166.993841 + Penalty 4832.657016 = -2908334.336825
  nChanged 434
		SP:Iteration 9Q (66881.770000 sec): 3 clusters
  Score: Raw -2913316.750635 + Penalty 4832.657016 = -2908484.093619
  nChanged 462
		SP:Iteration 10Q (66882.070000 sec): 3 clusters
  Score: Raw -2913482.624707 + Penalty 4832.657016 = -2908649.967690
  nChanged 473
		SP:Iteration 11Q (66882.400000 sec): 3 clusters
  Score: Raw -2913653.935377 + Penalty 4832.657016 = -2908821.278360
  nChanged 463
		SP:Iteration 12Q (66882.690000 sec): 3 clusters
  Score: Raw -2913848.804562 + Penalty 4832.657016 = -2909016.147546
  nChanged 536
		SP:Iteration 13Q (66883.030000 sec): 3 clusters
  Score: Raw -2914092.415808 + Penalty 4832.657016 = -2909259.758792
  nChanged 557
		SP:Iteration 14Q (66883.330000 sec): 3 clusters
  Score: Raw -2914342.791713 + Penalty 4832.657016 = -2909510.134697
  nChanged 524
		SP:Iteration 15Q (66883.660000 sec): 3 clusters
  Score: Raw -2914576.741745 + Penalty 4832.657016 = -2909744.084729
  nChanged 495
		SP:Iteration 16Q (66883.960000 sec): 3 clusters
  Score: Raw -2914791.490214 + Penalty 4832.657016 = -2909958.833198
  nChanged 435
		SP:Iteration 17Q (66884.290000 sec): 3 clusters
  Score: Raw -2914946.884977 + Penalty 4832.657016 = -2910114.227961
  nChanged 346
		SP:Iteration 18Q (66884.520000 sec): 3 clusters
  Score: Raw -2915053.819163 + Penalty 4832.657016 = -2910221.162147
  nChanged 308
		SP:Iteration 19Q (66884.800000 sec): 3 clusters
  Score: Raw -2915146.630553 + Penalty 4832.657016 = -2910313.973537
  nChanged 261
		SP:Iteration 20F (66885.070000 sec): 3 clusters
  Score: Raw -2915216.478540 + Penalty 4832.657016 = -2910383.821523
  nChanged 223
		SP:Iteration 21Q (66885.350000 sec): 3 clusters
  Score: Raw -2915269.549197 + Penalty 4832.657016 = -2910436.892181
  nChanged 174
		SP:Iteration 22Q (66885.690000 sec): 3 clusters
  Score: Raw -2915305.771493 + Penalty 4832.657016 = -2910473.114477
  nChanged 143
		SP:Iteration 23Q (66885.950000 sec): 3 clusters
  Score: Raw -2915333.490893 + Penalty 4832.657016 = -2910500.833876
  nChanged 130
		SP:Iteration 24Q (66886.280000 sec): 3 clusters
  Score: Raw -2915359.198519 + Penalty 4832.657016 = -2910526.541503
  nChanged 120
		SP:Iteration 25Q (66886.610000 sec): 3 clusters
  Score: Raw -2915383.631587 + Penalty 4832.657016 = -2910550.974571
  nChanged 108
		SP:Iteration 26Q (66886.950000 sec): 3 clusters
  Score: Raw -2915408.758629 + Penalty 4832.657016 = -2910576.101612
  nChanged 111
		SP:Iteration 27Q (66887.230000 sec): 3 clusters
  Score: Raw -2915434.283328 + Penalty 4832.657016 = -2910601.626311
  nChanged 96
		SP:Iteration 28Q (66887.570000 sec): 3 clusters
  Score: Raw -2915453.389455 + Penalty 4832.657016 = -2910620.732439
  nChanged 90
		SP:Iteration 29Q (66887.790000 sec): 3 clusters
  Score: Raw -2915471.653540 + Penalty 4832.657016 = -2910638.996523
  nChanged 82
		SP:Iteration 30Q (66888.010000 sec): 3 clusters
  Score: Raw -2915483.908022 + Penalty 4832.657016 = -2910651.251005
  nChanged 74
		SP:Iteration 31Q (66888.220000 sec): 3 clusters
  Score: Raw -2915495.968178 + Penalty 4832.657016 = -2910663.311162
  nChanged 83
		SP:Iteration 32Q (66888.540000 sec): 3 clusters
  Score: Raw -2915511.242735 + Penalty 4832.657016 = -2910678.585719
  nChanged 90
		SP:Iteration 33Q (66888.850000 sec): 3 clusters
  Score: Raw -2915529.418122 + Penalty 4832.657016 = -2910696.761106
  nChanged 109
		SP:Iteration 34Q (66889.160000 sec): 3 clusters
  Score: Raw -2915552.855912 + Penalty 4832.657016 = -2910720.198896
  nChanged 120
		SP:Iteration 35Q (66889.380000 sec): 3 clusters
  Score: Raw -2915580.406356 + Penalty 4832.657016 = -2910747.749340
  nChanged 123
		SP:Iteration 36Q (66889.680000 sec): 3 clusters
  Score: Raw -2915610.514678 + Penalty 4832.657016 = -2910777.857662
  nChanged 131
		SP:Iteration 37Q (66890.020000 sec): 3 clusters
  Score: Raw -2915644.831747 + Penalty 4832.657016 = -2910812.174731
  nChanged 132
		SP:Iteration 38Q (66890.310000 sec): 3 clusters
  Score: Raw -2915675.601027 + Penalty 4832.657016 = -2910842.944010
  nChanged 135
		SP:Iteration 39Q (66890.650000 sec): 3 clusters
  Score: Raw -2915713.007984 + Penalty 4832.657016 = -2910880.350967
  nChanged 165
		SP:Iteration 40F (66890.950000 sec): 3 clusters
  Score: Raw -2915756.425089 + Penalty 4832.657016 = -2910923.768073
  nChanged 139
		SP:Iteration 41Q (66891.280000 sec): 3 clusters
  Score: Raw -2915791.769581 + Penalty 4832.657016 = -2910959.112565
  nChanged 116
		SP:Iteration 42Q (66891.620000 sec): 3 clusters
  Score: Raw -2915819.691148 + Penalty 4832.657016 = -2910987.034132
  nChanged 138
		SP:Iteration 43Q (66891.920000 sec): 3 clusters
  Score: Raw -2915855.325320 + Penalty 4832.657016 = -2911022.668303
  nChanged 133
		SP:Iteration 44Q (66892.130000 sec): 3 clusters
  Score: Raw -2915891.036649 + Penalty 4832.657016 = -2911058.379633
  nChanged 148
		SP:Iteration 45Q (66892.430000 sec): 3 clusters
  Score: Raw -2915932.014826 + Penalty 4832.657016 = -2911099.357810
  nChanged 146
		SP:Iteration 46Q (66892.790000 sec): 3 clusters
  Score: Raw -2915975.354917 + Penalty 4832.657016 = -2911142.697901
  nChanged 166
		SP:Iteration 47Q (66893.090000 sec): 3 clusters
  Score: Raw -2916037.818413 + Penalty 4832.657016 = -2911205.161397
  nChanged 205
		SP:Iteration 48Q (66893.430000 sec): 3 clusters
  Score: Raw -2916124.748669 + Penalty 4832.657016 = -2911292.091653
  nChanged 219
		SP:Iteration 49Q (66893.720000 sec): 3 clusters
  Score: Raw -2916216.119403 + Penalty 4832.657016 = -2911383.462387
  nChanged 228
		SP:Iteration 50Q (66894.010000 sec): 3 clusters
  Score: Raw -2916307.598364 + Penalty 4832.657016 = -2911474.941347
  nChanged 196
		SP:Iteration 51Q (66894.310000 sec): 3 clusters
  Score: Raw -2916383.921972 + Penalty 4832.657016 = -2911551.264956
  nChanged 189
		SP:Iteration 52Q (66894.600000 sec): 3 clusters
  Score: Raw -2916459.175272 + Penalty 4832.657016 = -2911626.518256
  nChanged 191
		SP:Iteration 53Q (66894.890000 sec): 3 clusters
  Score: Raw -2916541.580321 + Penalty 4832.657016 = -2911708.923304
  nChanged 192
		SP:Iteration 54Q (66895.180000 sec): 3 clusters
  Score: Raw -2916616.714843 + Penalty 4832.657016 = -2911784.057826
  nChanged 176
		SP:Iteration 55Q (66895.480000 sec): 3 clusters
  Score: Raw -2916688.892966 + Penalty 4832.657016 = -2911856.235950
  nChanged 178
		SP:Iteration 56Q (66895.770000 sec): 3 clusters
  Score: Raw -2916767.280709 + Penalty 4832.657016 = -2911934.623693
  nChanged 177
		SP:Iteration 57Q (66896.060000 sec): 3 clusters
  Score: Raw -2916848.169018 + Penalty 4832.657016 = -2912015.512002
  nChanged 171
		SP:Iteration 58Q (66896.350000 sec): 3 clusters
  Score: Raw -2916933.308364 + Penalty 4832.657016 = -2912100.651348
  nChanged 162
		SP:Iteration 59Q (66896.650000 sec): 3 clusters
  Score: Raw -2917014.083580 + Penalty 4832.657016 = -2912181.426564
  nChanged 138
		SP:Iteration 60F (66896.990000 sec): 3 clusters
  Score: Raw -2917085.799168 + Penalty 4832.657016 = -2912253.142152
  nChanged 140
		SP:Iteration 61Q (66897.280000 sec): 3 clusters
  Score: Raw -2917163.148272 + Penalty 4832.657016 = -2912330.491256
  nChanged 147
		SP:Iteration 62Q (66897.570000 sec): 3 clusters
  Score: Raw -2917236.931047 + Penalty 4832.657016 = -2912404.274031
  nChanged 136
		SP:Iteration 63Q (66897.870000 sec): 3 clusters
  Score: Raw -2917320.736546 + Penalty 4832.657016 = -2912488.079529
  nChanged 131
		SP:Iteration 64Q (66898.160000 sec): 3 clusters
  Score: Raw -2917399.187001 + Penalty 4832.657016 = -2912566.529985
  nChanged 117
		SP:Iteration 65Q (66898.460000 sec): 3 clusters
  Score: Raw -2917464.977768 + Penalty 4832.657016 = -2912632.320752
  nChanged 98
		SP:Iteration 66Q (66898.750000 sec): 3 clusters
  Score: Raw -2917518.165955 + Penalty 4832.657016 = -2912685.508939
  nChanged 88
		SP:Iteration 67Q (66899.050000 sec): 3 clusters
  Score: Raw -2917568.159624 + Penalty 4832.657016 = -2912735.502607
  nChanged 72
		SP:Iteration 68Q (66899.380000 sec): 3 clusters
  Score: Raw -2917616.038075 + Penalty 4832.657016 = -2912783.381059
  nChanged 77
		SP:Iteration 69Q (66899.600000 sec): 3 clusters
  Score: Raw -2917659.191940 + Penalty 4832.657016 = -2912826.534924
  nChanged 55
		SP:Iteration 70Q (66899.900000 sec): 3 clusters
  Score: Raw -2917690.730140 + Penalty 4832.657016 = -2912858.073123
  nChanged 41
		SP:Iteration 71Q (66900.200000 sec): 3 clusters
  Score: Raw -2917716.635729 + Penalty 4832.657016 = -2912883.978713
  nChanged 37
		SP:Iteration 72Q (66900.500000 sec): 3 clusters
  Score: Raw -2917739.607656 + Penalty 4832.657016 = -2912906.950640
  nChanged 37
		SP:Iteration 73Q (66900.790000 sec): 3 clusters
  Score: Raw -2917763.306666 + Penalty 4832.657016 = -2912930.649649
  nChanged 40
		SP:Iteration 74Q (66901.090000 sec): 3 clusters
  Score: Raw -2917788.635606 + Penalty 4832.657016 = -2912955.978590
  nChanged 25
		SP:Iteration 75Q (66901.390000 sec): 3 clusters
  Score: Raw -2917806.088456 + Penalty 4832.657016 = -2912973.431440
  nChanged 23
		SP:Iteration 76Q (66901.630000 sec): 3 clusters
  Score: Raw -2917826.329146 + Penalty 4832.657016 = -2912993.672130
  nChanged 20
		SP:Iteration 77Q (66901.850000 sec): 3 clusters
  Score: Raw -2917842.255781 + Penalty 4832.657016 = -2913009.598765
  nChanged 17
		SP:Iteration 78Q (66902.120000 sec): 3 clusters
  Score: Raw -2917854.113006 + Penalty 4832.657016 = -2913021.455990
  nChanged 18
		SP:Iteration 79Q (66902.420000 sec): 3 clusters
  Score: Raw -2917871.120728 + Penalty 4832.657016 = -2913038.463712
  nChanged 16
		SP:Iteration 80F (66902.760000 sec): 3 clusters
  Score: Raw -2917884.348436 + Penalty 4832.657016 = -2913051.691420
  nChanged 14
		SP:Iteration 81Q (66903.060000 sec): 3 clusters
  Score: Raw -2917897.233058 + Penalty 4832.657016 = -2913064.576042
  nChanged 16
		SP:Iteration 82Q (66903.350000 sec): 3 clusters
  Score: Raw -2917909.851876 + Penalty 4832.657016 = -2913077.194860
  nChanged 14
		SP:Iteration 83Q (66903.650000 sec): 3 clusters
  Score: Raw -2917919.746714 + Penalty 4832.657016 = -2913087.089698
  nChanged 10
		SP:Iteration 84Q (66903.900000 sec): 3 clusters
  Score: Raw -2917926.447430 + Penalty 4832.657016 = -2913093.790413
  nChanged 8
		SP:Iteration 85Q (66904.170000 sec): 3 clusters
  Score: Raw -2917933.776040 + Penalty 4832.657016 = -2913101.119024
  nChanged 7
		SP:Iteration 86Q (66904.450000 sec): 3 clusters
  Score: Raw -2917938.101754 + Penalty 4832.657016 = -2913105.444738
  nChanged 5
		SP:Iteration 87Q (66904.760000 sec): 3 clusters
  Score: Raw -2917943.019064 + Penalty 4832.657016 = -2913110.362048
  nChanged 5
		SP:Iteration 88Q (66905.030000 sec): 3 clusters
  Score: Raw -2917947.379455 + Penalty 4832.657016 = -2913114.722439
  nChanged 7
		SP:Iteration 89Q (66905.310000 sec): 3 clusters
  Score: Raw -2917951.273155 + Penalty 4832.657016 = -2913118.616139
  nChanged 4
		SP:Iteration 90Q (66905.580000 sec): 3 clusters
  Score: Raw -2917953.977615 + Penalty 4832.657016 = -2913121.320598
  nChanged 4
		SP:Iteration 91Q (66905.860000 sec): 3 clusters
  Score: Raw -2917956.673821 + Penalty 4832.657016 = -2913124.016804
  nChanged 3
		SP:Iteration 92Q (66906.130000 sec): 3 clusters
  Score: Raw -2917960.214191 + Penalty 4832.657016 = -2913127.557174
  nChanged 2
		SP:Iteration 93Q (66906.400000 sec): 3 clusters
  Score: Raw -2917961.263651 + Penalty 4832.657016 = -2913128.606635
  nChanged 3
		SP:Iteration 94Q (66906.680000 sec): 3 clusters
  Score: Raw -2917963.108982 + Penalty 4832.657016 = -2913130.451966
  nChanged 2
		SP:Iteration 95Q (66906.950000 sec): 3 clusters
  Score: Raw -2917964.479671 + Penalty 4832.657016 = -2913131.822655
  nChanged 4
		SP:Iteration 96Q (66907.220000 sec): 3 clusters
  Score: Raw -2917967.328802 + Penalty 4832.657016 = -2913134.671786
  nChanged 4
		SP:Iteration 97Q (66907.500000 sec): 3 clusters
  Score: Raw -2917970.048850 + Penalty 4832.657016 = -2913137.391834
  nChanged 4
		SP:Iteration 98Q (66907.770000 sec): 3 clusters
  Score: Raw -2917973.825865 + Penalty 4832.657016 = -2913141.168849
  nChanged 5
		SP:Iteration 99Q (66908.040000 sec): 3 clusters
  Score: Raw -2917978.087538 + Penalty 4832.657016 = -2913145.430521
  nChanged 4
		SP:Iteration 100F (66908.360000 sec): 3 clusters
  Score: Raw -2917980.142604 + Penalty 4832.657016 = -2913147.485588
  nChanged 3
		SP:Iteration 101Q (66908.630000 sec): 3 clusters
  Score: Raw -2917983.598012 + Penalty 4832.657016 = -2913150.940996
  nChanged 4
		SP:Iteration 102Q (66908.900000 sec): 3 clusters
  Score: Raw -2917988.360564 + Penalty 4832.657016 = -2913155.703548
  nChanged 2
		SP:Iteration 103Q (66909.190000 sec): 3 clusters
  Score: Raw -2917990.557981 + Penalty 4832.657016 = -2913157.900965
  nChanged 2
		SP:Iteration 104Q (66909.490000 sec): 3 clusters
  Score: Raw -2917993.132022 + Penalty 4832.657016 = -2913160.475006
  nChanged 2
		SP:Iteration 105Q (66909.790000 sec): 3 clusters
  Score: Raw -2917994.279512 + Penalty 4832.657016 = -2913161.622496
  nChanged 1
		SP:Iteration 106Q (66910.080000 sec): 3 clusters
  Score: Raw -2917995.046550 + Penalty 4832.657016 = -2913162.389534
  nChanged 1
		SP:Iteration 107Q (66910.380000 sec): 3 clusters
  Score: Raw -2917996.165085 + Penalty 4832.657016 = -2913163.508069
  nChanged 4
		SP:Iteration 108Q (66910.680000 sec): 3 clusters
  Score: Raw -2917999.506473 + Penalty 4832.657016 = -2913166.849457
  nChanged 0
		SP:Iteration 109F (66911.020000 sec): 3 clusters
  Score: Raw -2917999.506473 + Penalty 4832.657016 = -2913166.849457
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 38 (21322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66911.210000 sec): 2 clusters
  Score: Raw -3737210.624015 + Penalty 2471.938681 = -3734738.685334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66911.540000 sec): 3 clusters
  Score: Raw -3724849.954619 + Penalty 4943.877363 = -3719906.077256
  nChanged 9366
		SP:Iteration 1F (66911.880000 sec): 3 clusters
  Score: Raw -3729691.290722 + Penalty 4943.877363 = -3724747.413360
  nChanged 1103
		SP:Iteration 2F (66912.210000 sec): 3 clusters
  Score: Raw -3730103.202273 + Penalty 4943.877363 = -3725159.324911
  nChanged 965
		SP:Iteration 3Q (66912.540000 sec): 3 clusters
  Score: Raw -3730454.294795 + Penalty 4943.877363 = -3725510.417432
  nChanged 863
		SP:Iteration 4Q (66912.880000 sec): 3 clusters
  Score: Raw -3730766.800040 + Penalty 4943.877363 = -3725822.922677
  nChanged 816
		SP:Iteration 5Q (66913.210000 sec): 3 clusters
  Score: Raw -3731079.505429 + Penalty 4943.877363 = -3726135.628067
  nChanged 835
		SP:Iteration 6Q (66913.540000 sec): 3 clusters
  Score: Raw -3731405.959346 + Penalty 4943.877363 = -3726462.081984
  nChanged 835
		SP:Iteration 7Q (66913.870000 sec): 3 clusters
  Score: Raw -3731752.935528 + Penalty 4943.877363 = -3726809.058166
  nChanged 860
		SP:Iteration 8Q (66914.200000 sec): 3 clusters
  Score: Raw -3732119.038241 + Penalty 4943.877363 = -3727175.160879
  nChanged 871
		SP:Iteration 9Q (66914.530000 sec): 3 clusters
  Score: Raw -3732547.868927 + Penalty 4943.877363 = -3727603.991565
  nChanged 916
		SP:Iteration 10Q (66914.860000 sec): 3 clusters
  Score: Raw -3733061.656054 + Penalty 4943.877363 = -3728117.778692
  nChanged 949
		SP:Iteration 11Q (66915.190000 sec): 3 clusters
  Score: Raw -3733642.978934 + Penalty 4943.877363 = -3728699.101571
  nChanged 911
		SP:Iteration 12Q (66915.520000 sec): 3 clusters
  Score: Raw -3734263.252409 + Penalty 4943.877363 = -3729319.375047
  nChanged 820
		SP:Iteration 13Q (66915.850000 sec): 3 clusters
  Score: Raw -3734946.438088 + Penalty 4943.877363 = -3730002.560725
  nChanged 757
		SP:Iteration 14Q (66916.230000 sec): 3 clusters
  Score: Raw -3735627.161427 + Penalty 4943.877363 = -3730683.284064
  nChanged 595
		SP:Iteration 15Q (66916.600000 sec): 3 clusters
  Score: Raw -3736074.999722 + Penalty 4943.877363 = -3731131.122360
  nChanged 465
		SP:Iteration 16Q (66916.980000 sec): 3 clusters
  Score: Raw -3736333.715590 + Penalty 4943.877363 = -3731389.838228
  nChanged 320
		SP:Iteration 17Q (66917.350000 sec): 3 clusters
  Score: Raw -3736473.338832 + Penalty 4943.877363 = -3731529.461470
  nChanged 251
		SP:Iteration 18Q (66917.730000 sec): 3 clusters
  Score: Raw -3736563.913258 + Penalty 4943.877363 = -3731620.035895
  nChanged 211
		SP:Iteration 19Q (66918.100000 sec): 3 clusters
  Score: Raw -3736638.074494 + Penalty 4943.877363 = -3731694.197131
  nChanged 190
		SP:Iteration 20F (66918.440000 sec): 3 clusters
  Score: Raw -3736707.345210 + Penalty 4943.877363 = -3731763.467847
  nChanged 200
		SP:Iteration 21Q (66918.770000 sec): 3 clusters
  Score: Raw -3736785.176069 + Penalty 4943.877363 = -3731841.298706
  nChanged 203
		SP:Iteration 22Q (66919.100000 sec): 3 clusters
  Score: Raw -3736858.912654 + Penalty 4943.877363 = -3731915.035292
  nChanged 169
		SP:Iteration 23Q (66919.430000 sec): 3 clusters
  Score: Raw -3736915.238621 + Penalty 4943.877363 = -3731971.361259
  nChanged 167
		SP:Iteration 24Q (66919.760000 sec): 3 clusters
  Score: Raw -3736971.135533 + Penalty 4943.877363 = -3732027.258171
  nChanged 140
		SP:Iteration 25Q (66920.100000 sec): 3 clusters
  Score: Raw -3737024.216230 + Penalty 4943.877363 = -3732080.338867
  nChanged 143
		SP:Iteration 26Q (66920.430000 sec): 3 clusters
  Score: Raw -3737082.558397 + Penalty 4943.877363 = -3732138.681034
  nChanged 143
		SP:Iteration 27Q (66920.760000 sec): 3 clusters
  Score: Raw -3737142.131926 + Penalty 4943.877363 = -3732198.254563
  nChanged 140
		SP:Iteration 28Q (66921.090000 sec): 3 clusters
  Score: Raw -3737194.248849 + Penalty 4943.877363 = -3732250.371487
  nChanged 139
		SP:Iteration 29Q (66921.420000 sec): 3 clusters
  Score: Raw -3737248.946759 + Penalty 4943.877363 = -3732305.069397
  nChanged 108
		SP:Iteration 30Q (66921.750000 sec): 3 clusters
  Score: Raw -3737292.208933 + Penalty 4943.877363 = -3732348.331570
  nChanged 109
		SP:Iteration 31Q (66922.080000 sec): 3 clusters
  Score: Raw -3737335.380614 + Penalty 4943.877363 = -3732391.503252
  nChanged 103
		SP:Iteration 32Q (66922.430000 sec): 3 clusters
  Score: Raw -3737376.784612 + Penalty 4943.877363 = -3732432.907249
  nChanged 103
		SP:Iteration 33Q (66922.760000 sec): 3 clusters
  Score: Raw -3737420.609033 + Penalty 4943.877363 = -3732476.731671
  nChanged 107
		SP:Iteration 34Q (66923.100000 sec): 3 clusters
  Score: Raw -3737472.371560 + Penalty 4943.877363 = -3732528.494197
  nChanged 100
		SP:Iteration 35Q (66923.430000 sec): 3 clusters
  Score: Raw -3737521.495677 + Penalty 4943.877363 = -3732577.618315
  nChanged 95
		SP:Iteration 36Q (66923.700000 sec): 3 clusters
  Score: Raw -3737574.367421 + Penalty 4943.877363 = -3732630.490059
  nChanged 84
		SP:Iteration 37Q (66924.070000 sec): 3 clusters
  Score: Raw -3737613.599238 + Penalty 4943.877363 = -3732669.721875
  nChanged 61
		SP:Iteration 38Q (66924.450000 sec): 3 clusters
  Score: Raw -3737639.008419 + Penalty 4943.877363 = -3732695.131056
  nChanged 52
		SP:Iteration 39Q (66924.790000 sec): 3 clusters
  Score: Raw -3737657.637805 + Penalty 4943.877363 = -3732713.760442
  nChanged 40
		SP:Iteration 40F (66925.130000 sec): 3 clusters
  Score: Raw -3737672.739699 + Penalty 4943.877363 = -3732728.862337
  nChanged 30
		SP:Iteration 41Q (66925.460000 sec): 3 clusters
  Score: Raw -3737683.405808 + Penalty 4943.877363 = -3732739.528445
  nChanged 26
		SP:Iteration 42Q (66925.800000 sec): 3 clusters
  Score: Raw -3737692.582719 + Penalty 4943.877363 = -3732748.705357
  nChanged 27
		SP:Iteration 43Q (66926.140000 sec): 3 clusters
  Score: Raw -3737702.386873 + Penalty 4943.877363 = -3732758.509510
  nChanged 21
		SP:Iteration 44Q (66926.470000 sec): 3 clusters
  Score: Raw -3737709.794068 + Penalty 4943.877363 = -3732765.916705
  nChanged 15
		SP:Iteration 45Q (66926.780000 sec): 3 clusters
  Score: Raw -3737713.794460 + Penalty 4943.877363 = -3732769.917098
  nChanged 14
		SP:Iteration 46Q (66927.190000 sec): 3 clusters
  Score: Raw -3737718.311856 + Penalty 4943.877363 = -3732774.434494
  nChanged 15
		SP:Iteration 47Q (66927.490000 sec): 3 clusters
  Score: Raw -3737723.138418 + Penalty 4943.877363 = -3732779.261055
  nChanged 11
		SP:Iteration 48Q (66927.870000 sec): 3 clusters
  Score: Raw -3737728.420009 + Penalty 4943.877363 = -3732784.542647
  nChanged 20
		SP:Iteration 49Q (66928.250000 sec): 3 clusters
  Score: Raw -3737737.092790 + Penalty 4943.877363 = -3732793.215427
  nChanged 19
		SP:Iteration 50Q (66928.610000 sec): 3 clusters
  Score: Raw -3737743.980558 + Penalty 4943.877363 = -3732800.103195
  nChanged 20
		SP:Iteration 51Q (66928.930000 sec): 3 clusters
  Score: Raw -3737749.476056 + Penalty 4943.877363 = -3732805.598693
  nChanged 11
		SP:Iteration 52Q (66929.290000 sec): 3 clusters
  Score: Raw -3737752.068103 + Penalty 4943.877363 = -3732808.190740
  nChanged 4
		SP:Iteration 53Q (66929.630000 sec): 3 clusters
  Score: Raw -3737753.803050 + Penalty 4943.877363 = -3732809.925688
  nChanged 6
		SP:Iteration 54Q (66929.940000 sec): 3 clusters
  Score: Raw -3737756.064608 + Penalty 4943.877363 = -3732812.187246
  nChanged 5
		SP:Iteration 55Q (66930.250000 sec): 3 clusters
  Score: Raw -3737757.782216 + Penalty 4943.877363 = -3732813.904854
  nChanged 4
		SP:Iteration 56Q (66930.560000 sec): 3 clusters
  Score: Raw -3737759.296139 + Penalty 4943.877363 = -3732815.418777
  nChanged 3
		SP:Iteration 57Q (66930.950000 sec): 3 clusters
  Score: Raw -3737759.963154 + Penalty 4943.877363 = -3732816.085791
  nChanged 1
		SP:Iteration 58Q (66931.250000 sec): 3 clusters
  Score: Raw -3737760.441219 + Penalty 4943.877363 = -3732816.563857
  nChanged 3
		SP:Iteration 59Q (66931.590000 sec): 3 clusters
  Score: Raw -3737761.100543 + Penalty 4943.877363 = -3732817.223180
  nChanged 2
		SP:Iteration 60F (66931.980000 sec): 3 clusters
  Score: Raw -3737761.703942 + Penalty 4943.877363 = -3732817.826580
  nChanged 1
		SP:Iteration 61Q (66932.350000 sec): 3 clusters
  Score: Raw -3737761.969711 + Penalty 4943.877363 = -3732818.092349
  nChanged 1
		SP:Iteration 62Q (66932.690000 sec): 3 clusters
  Score: Raw -3737762.186244 + Penalty 4943.877363 = -3732818.308882
  nChanged 1
		SP:Iteration 63Q (66933.020000 sec): 3 clusters
  Score: Raw -3737763.110155 + Penalty 4943.877363 = -3732819.232792
  nChanged 1
		SP:Iteration 64Q (66933.350000 sec): 3 clusters
  Score: Raw -3737763.594672 + Penalty 4943.877363 = -3732819.717309
  nChanged 3
		SP:Iteration 65Q (66933.680000 sec): 3 clusters
  Score: Raw -3737764.271870 + Penalty 4943.877363 = -3732820.394508
  nChanged 1
		SP:Iteration 66Q (66934.010000 sec): 3 clusters
  Score: Raw -3737764.544114 + Penalty 4943.877363 = -3732820.666752
  nChanged 2
		SP:Iteration 67Q (66934.350000 sec): 3 clusters
  Score: Raw -3737765.121396 + Penalty 4943.877363 = -3732821.244034
  nChanged 0
		SP:Iteration 68F (66934.680000 sec): 3 clusters
  Score: Raw -3737765.121396 + Penalty 4943.877363 = -3732821.244034
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 39 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66934.780000 sec): 2 clusters
  Score: Raw -20566.375424 + Penalty 1229.045110 = -19337.330314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66934.920000 sec): 3 clusters
  Score: Raw -20946.482080 + Penalty 2458.090221 = -18488.391860
  nChanged 7
		SP:Iteration 1Q (66935.100000 sec): 3 clusters
  Score: Raw -20985.420137 + Penalty 2458.090221 = -18527.329917
  nChanged 1
		SP:Iteration 2Q (66935.270000 sec): 3 clusters
  Score: Raw -20992.360309 + Penalty 2458.090221 = -18534.270088
  nChanged 0
		SP:Iteration 3F (66935.450000 sec): 3 clusters
  Score: Raw -20992.360309 + Penalty 2458.090221 = -18534.270088
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 40 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66935.540000 sec): 2 clusters
  Score: Raw -66434.522386 + Penalty 1488.350890 = -64946.171496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66935.710000 sec): 3 clusters
  Score: Raw -66536.464619 + Penalty 2976.701779 = -63559.762840
  nChanged 59
		SP:Iteration 1F (66935.760000 sec): 3 clusters
  Score: Raw -66663.378358 + Penalty 2976.701779 = -63686.676579
  nChanged 10
		SP:Iteration 2Q (66935.770000 sec): 3 clusters
  Score: Raw -66705.830842 + Penalty 2976.701779 = -63729.129062
  nChanged 7
		SP:Iteration 3Q (66935.780000 sec): 3 clusters
  Score: Raw -66730.672075 + Penalty 2976.701779 = -63753.970295
  nChanged 1
		SP:Iteration 4Q (66935.790000 sec): 3 clusters
  Score: Raw -66734.652287 + Penalty 2976.701779 = -63757.950508
  nChanged 0
		SP:Iteration 5F (66935.800000 sec): 3 clusters
  Score: Raw -66734.652287 + Penalty 2976.701779 = -63757.950508
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 41 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66935.820000 sec): 2 clusters
  Score: Raw -34904.531740 + Penalty 1355.030288 = -33549.501452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66935.830000 sec): 3 clusters
  Score: Raw -35309.684842 + Penalty 2710.060575 = -32599.624267
  nChanged 33
		SP:Iteration 1F (66935.840000 sec): 3 clusters
  Score: Raw -35473.794687 + Penalty 2710.060575 = -32763.734111
  nChanged 16
		SP:Iteration 2F (66935.850000 sec): 3 clusters
  Score: Raw -35541.696601 + Penalty 2710.060575 = -32831.636026
  nChanged 10
		SP:Iteration 3Q (66935.860000 sec): 3 clusters
  Score: Raw -35589.672026 + Penalty 2710.060575 = -32879.611451
  nChanged 3
		SP:Iteration 4Q (66935.860000 sec): 3 clusters
  Score: Raw -35597.456735 + Penalty 2710.060575 = -32887.396159
  nChanged 1
		SP:Iteration 5Q (66935.870000 sec): 3 clusters
  Score: Raw -35607.183695 + Penalty 2710.060575 = -32897.123120
  nChanged 1
		SP:Iteration 6Q (66935.880000 sec): 3 clusters
  Score: Raw -35612.630192 + Penalty 2710.060575 = -32902.569616
  nChanged 3
		SP:Iteration 7Q (66935.880000 sec): 3 clusters
  Score: Raw -35642.584716 + Penalty 2710.060575 = -32932.524141
  nChanged 2
		SP:Iteration 8Q (66935.890000 sec): 3 clusters
  Score: Raw -35647.092685 + Penalty 2710.060575 = -32937.032110
  nChanged 3
		SP:Iteration 9Q (66935.900000 sec): 3 clusters
  Score: Raw -35667.743568 + Penalty 2710.060575 = -32957.682993
  nChanged 4
		SP:Iteration 10Q (66935.910000 sec): 3 clusters
  Score: Raw -35707.974702 + Penalty 2710.060575 = -32997.914127
  nChanged 3
		SP:Iteration 11Q (66935.920000 sec): 3 clusters
  Score: Raw -35728.388963 + Penalty 2710.060575 = -33018.328388
  nChanged 1
		SP:Iteration 12Q (66935.920000 sec): 3 clusters
  Score: Raw -35734.467008 + Penalty 2710.060575 = -33024.406433
  nChanged 3
		SP:Iteration 13Q (66935.930000 sec): 3 clusters
  Score: Raw -35788.576407 + Penalty 2710.060575 = -33078.515831
  nChanged 5
		SP:Iteration 14Q (66935.940000 sec): 3 clusters
  Score: Raw -35872.288377 + Penalty 2710.060575 = -33162.227802
  nChanged 5
		SP:Iteration 15Q (66935.940000 sec): 3 clusters
  Score: Raw -35946.590034 + Penalty 2710.060575 = -33236.529459
  nChanged 5
		SP:Iteration 16Q (66935.950000 sec): 3 clusters
  Score: Raw -36052.814647 + Penalty 2710.060575 = -33342.754071
  nChanged 2
		SP:Iteration 17Q (66935.960000 sec): 3 clusters
  Score: Raw -36176.477617 + Penalty 2710.060575 = -33466.417042
  nChanged 4
		SP:Iteration 18Q (66935.970000 sec): 3 clusters
  Score: Raw -36235.356608 + Penalty 2710.060575 = -33525.296033
  nChanged 0
		SP:Iteration 19F (66935.980000 sec): 3 clusters
  Score: Raw -36236.598580 + Penalty 2710.060575 = -33526.538005
  nChanged 1
		SP:Iteration 20F (66935.980000 sec): 3 clusters
  Score: Raw -36249.407593 + Penalty 2710.060575 = -33539.347018
  nChanged 2
		SP:Iteration 21Q (66935.990000 sec): 3 clusters
  Score: Raw -36285.129574 + Penalty 2710.060575 = -33575.068998
  nChanged 3
		SP:Iteration 22Q (66936.000000 sec): 3 clusters
  Score: Raw -36401.325915 + Penalty 2710.060575 = -33691.265340
  nChanged 1
		SP:Iteration 23Q (66936.000000 sec): 3 clusters
  Score: Raw -36411.328497 + Penalty 2710.060575 = -33701.267921
  nChanged 0
		SP:Iteration 24F (66936.010000 sec): 3 clusters
  Score: Raw -36411.328497 + Penalty 2710.060575 = -33701.267921
  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 3.87 GB.

 Trying to split cluster 42 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66936.060000 sec): 2 clusters
  Score: Raw -41605.268508 + Penalty 1372.280593 = -40232.987915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66936.060000 sec): 3 clusters
  Score: Raw -41797.651520 + Penalty 2744.561186 = -39053.090334
  nChanged 21
		SP:Iteration 1F (66936.070000 sec): 3 clusters
  Score: Raw -41869.083245 + Penalty 2744.561186 = -39124.522058
  nChanged 5
		SP:Iteration 2Q (66936.080000 sec): 3 clusters
  Score: Raw -41890.636492 + Penalty 2744.561186 = -39146.075305
  nChanged 5
		SP:Iteration 3Q (66936.090000 sec): 3 clusters
  Score: Raw -41908.254832 + Penalty 2744.561186 = -39163.693645
  nChanged 1
		SP:Iteration 4Q (66936.090000 sec): 3 clusters
  Score: Raw -41909.894218 + Penalty 2744.561186 = -39165.333031
  nChanged 1
		SP:Iteration 5Q (66936.100000 sec): 3 clusters
  Score: Raw -41914.126660 + Penalty 2744.561186 = -39169.565473
  nChanged 0
		SP:Iteration 6F (66936.110000 sec): 3 clusters
  Score: Raw -41914.126660 + Penalty 2744.561186 = -39169.565473
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 43 (2239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66936.170000 sec): 2 clusters
  Score: Raw -369529.875632 + Penalty 1913.018585 = -367616.857047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66936.230000 sec): 3 clusters
  Score: Raw -368745.134074 + Penalty 3826.037170 = -364919.096904
  nChanged 712
		SP:Iteration 1F (66936.280000 sec): 3 clusters
  Score: Raw -369272.903084 + Penalty 3826.037170 = -365446.865915
  nChanged 161
		SP:Iteration 2F (66936.340000 sec): 3 clusters
  Score: Raw -369431.368777 + Penalty 3826.037170 = -365605.331607
  nChanged 129
		SP:Iteration 3F (66936.400000 sec): 3 clusters
  Score: Raw -369557.859065 + Penalty 3826.037170 = -365731.821896
  nChanged 88
		SP:Iteration 4Q (66936.460000 sec): 3 clusters
  Score: Raw -369640.211778 + Penalty 3826.037170 = -365814.174609
  nChanged 83
		SP:Iteration 5Q (66936.510000 sec): 3 clusters
  Score: Raw -369714.630579 + Penalty 3826.037170 = -365888.593409
  nChanged 77
		SP:Iteration 6Q (66936.570000 sec): 3 clusters
  Score: Raw -369798.283301 + Penalty 3826.037170 = -365972.246131
  nChanged 72
		SP:Iteration 7Q (66936.630000 sec): 3 clusters
  Score: Raw -369860.844587 + Penalty 3826.037170 = -366034.807417
  nChanged 60
		SP:Iteration 8Q (66936.690000 sec): 3 clusters
  Score: Raw -369906.304743 + Penalty 3826.037170 = -366080.267573
  nChanged 47
		SP:Iteration 9Q (66936.740000 sec): 3 clusters
  Score: Raw -369938.900390 + Penalty 3826.037170 = -366112.863220
  nChanged 42
		SP:Iteration 10Q (66936.800000 sec): 3 clusters
  Score: Raw -369980.184642 + Penalty 3826.037170 = -366154.147472
  nChanged 50
		SP:Iteration 11Q (66936.860000 sec): 3 clusters
  Score: Raw -370022.229424 + Penalty 3826.037170 = -366196.192254
  nChanged 35
		SP:Iteration 12Q (66936.920000 sec): 3 clusters
  Score: Raw -370056.782015 + Penalty 3826.037170 = -366230.744845
  nChanged 43
		SP:Iteration 13Q (66936.980000 sec): 3 clusters
  Score: Raw -370091.792791 + Penalty 3826.037170 = -366265.755621
  nChanged 38
		SP:Iteration 14Q (66937.030000 sec): 3 clusters
  Score: Raw -370128.262216 + Penalty 3826.037170 = -366302.225046
  nChanged 37
		SP:Iteration 15Q (66937.090000 sec): 3 clusters
  Score: Raw -370167.483492 + Penalty 3826.037170 = -366341.446322
  nChanged 36
		SP:Iteration 16Q (66937.150000 sec): 3 clusters
  Score: Raw -370205.321476 + Penalty 3826.037170 = -366379.284306
  nChanged 34
		SP:Iteration 17Q (66937.200000 sec): 3 clusters
  Score: Raw -370236.748776 + Penalty 3826.037170 = -366410.711606
  nChanged 28
		SP:Iteration 18Q (66937.260000 sec): 3 clusters
  Score: Raw -370265.754584 + Penalty 3826.037170 = -366439.717414
  nChanged 23
		SP:Iteration 19Q (66937.320000 sec): 3 clusters
  Score: Raw -370285.185615 + Penalty 3826.037170 = -366459.148445
  nChanged 23
		SP:Iteration 20F (66937.380000 sec): 3 clusters
  Score: Raw -370304.038033 + Penalty 3826.037170 = -366478.000863
  nChanged 11
		SP:Iteration 21Q (66937.430000 sec): 3 clusters
  Score: Raw -370311.683179 + Penalty 3826.037170 = -366485.646009
  nChanged 6
		SP:Iteration 22Q (66937.490000 sec): 3 clusters
  Score: Raw -370315.733557 + Penalty 3826.037170 = -366489.696387
  nChanged 4
		SP:Iteration 23Q (66937.550000 sec): 3 clusters
  Score: Raw -370318.323390 + Penalty 3826.037170 = -366492.286220
  nChanged 5
		SP:Iteration 24Q (66937.600000 sec): 3 clusters
  Score: Raw -370323.831088 + Penalty 3826.037170 = -366497.793919
  nChanged 4
		SP:Iteration 25Q (66937.670000 sec): 3 clusters
  Score: Raw -370326.869310 + Penalty 3826.037170 = -366500.832141
  nChanged 4
		SP:Iteration 26Q (66937.720000 sec): 3 clusters
  Score: Raw -370329.009602 + Penalty 3826.037170 = -366502.972432
  nChanged 2
		SP:Iteration 27Q (66937.780000 sec): 3 clusters
  Score: Raw -370329.999972 + Penalty 3826.037170 = -366503.962802
  nChanged 1
		SP:Iteration 28Q (66937.840000 sec): 3 clusters
  Score: Raw -370332.163855 + Penalty 3826.037170 = -366506.126685
  nChanged 2
		SP:Iteration 29Q (66937.890000 sec): 3 clusters
  Score: Raw -370334.078004 + Penalty 3826.037170 = -366508.040835
  nChanged 3
		SP:Iteration 30Q (66937.950000 sec): 3 clusters
  Score: Raw -370335.082695 + Penalty 3826.037170 = -366509.045525
  nChanged 1
		SP:Iteration 31Q (66938.010000 sec): 3 clusters
  Score: Raw -370335.382573 + Penalty 3826.037170 = -366509.345404
  nChanged 0
		SP:Iteration 32F (66938.070000 sec): 3 clusters
  Score: Raw -370335.382573 + Penalty 3826.037170 = -366509.345404
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 44 (152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66938.100000 sec): 2 clusters
  Score: Raw -23661.122693 + Penalty 1245.922369 = -22415.200324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66938.110000 sec): 3 clusters
  Score: Raw -23955.134521 + Penalty 2491.844738 = -21463.289782
  nChanged 3
		SP:Iteration 1Q (66938.110000 sec): 3 clusters
  Score: Raw -23973.298266 + Penalty 2491.844738 = -21481.453527
  nChanged 0
		SP:Iteration 2F (66938.120000 sec): 3 clusters
  Score: Raw -23973.298266 + Penalty 2491.844738 = -21481.453527
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 45 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66938.140000 sec): 2 clusters
  Score: Raw -35797.453686 + Penalty 1358.162961 = -34439.290725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66938.150000 sec): 3 clusters
  Score: Raw -35955.618610 + Penalty 2716.325922 = -33239.292688
  nChanged 28
		SP:Iteration 1F (66938.160000 sec): 3 clusters
  Score: Raw -36096.117650 + Penalty 2716.325922 = -33379.791728
  nChanged 10
		SP:Iteration 2Q (66938.170000 sec): 3 clusters
  Score: Raw -36143.429315 + Penalty 2716.325922 = -33427.103393
  nChanged 7
		SP:Iteration 3Q (66938.170000 sec): 3 clusters
  Score: Raw -36195.119518 + Penalty 2716.325922 = -33478.793596
  nChanged 4
		SP:Iteration 4Q (66938.180000 sec): 3 clusters
  Score: Raw -36225.416897 + Penalty 2716.325922 = -33509.090975
  nChanged 3
		SP:Iteration 5Q (66938.190000 sec): 3 clusters
  Score: Raw -36244.490026 + Penalty 2716.325922 = -33528.164105
  nChanged 0
		SP:Iteration 6F (66938.200000 sec): 3 clusters
  Score: Raw -36244.490026 + Penalty 2716.325922 = -33528.164105
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 46 (1030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66938.240000 sec): 2 clusters
  Score: Raw -178287.005237 + Penalty 1720.453892 = -176566.551345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66938.270000 sec): 3 clusters
  Score: Raw -178041.102866 + Penalty 3440.907784 = -174600.195082
  nChanged 244
		SP:Iteration 1F (66938.310000 sec): 3 clusters
  Score: Raw -178317.937499 + Penalty 3440.907784 = -174877.029715
  nChanged 61
		SP:Iteration 2F (66938.340000 sec): 3 clusters
  Score: Raw -178401.851176 + Penalty 3440.907784 = -174960.943392
  nChanged 36
		SP:Iteration 3Q (66938.370000 sec): 3 clusters
  Score: Raw -178440.292128 + Penalty 3440.907784 = -174999.384344
  nChanged 16
		SP:Iteration 4Q (66938.400000 sec): 3 clusters
  Score: Raw -178457.467114 + Penalty 3440.907784 = -175016.559330
  nChanged 12
		SP:Iteration 5Q (66938.430000 sec): 3 clusters
  Score: Raw -178476.228511 + Penalty 3440.907784 = -175035.320727
  nChanged 8
		SP:Iteration 6Q (66938.460000 sec): 3 clusters
  Score: Raw -178489.222614 + Penalty 3440.907784 = -175048.314830
  nChanged 8
		SP:Iteration 7Q (66938.490000 sec): 3 clusters
  Score: Raw -178501.380485 + Penalty 3440.907784 = -175060.472700
  nChanged 9
		SP:Iteration 8Q (66938.530000 sec): 3 clusters
  Score: Raw -178517.919886 + Penalty 3440.907784 = -175077.012101
  nChanged 11
		SP:Iteration 9Q (66938.560000 sec): 3 clusters
  Score: Raw -178531.593948 + Penalty 3440.907784 = -175090.686163
  nChanged 7
		SP:Iteration 10Q (66938.590000 sec): 3 clusters
  Score: Raw -178537.674942 + Penalty 3440.907784 = -175096.767158
  nChanged 10
		SP:Iteration 11Q (66938.620000 sec): 3 clusters
  Score: Raw -178558.401677 + Penalty 3440.907784 = -175117.493893
  nChanged 12
		SP:Iteration 12Q (66938.650000 sec): 3 clusters
  Score: Raw -178576.828325 + Penalty 3440.907784 = -175135.920540
  nChanged 9
		SP:Iteration 13Q (66938.690000 sec): 3 clusters
  Score: Raw -178593.467501 + Penalty 3440.907784 = -175152.559716
  nChanged 14
		SP:Iteration 14Q (66938.720000 sec): 3 clusters
  Score: Raw -178614.505149 + Penalty 3440.907784 = -175173.597365
  nChanged 12
		SP:Iteration 15Q (66938.750000 sec): 3 clusters
  Score: Raw -178632.961690 + Penalty 3440.907784 = -175192.053906
  nChanged 6
		SP:Iteration 16Q (66938.780000 sec): 3 clusters
  Score: Raw -178643.131132 + Penalty 3440.907784 = -175202.223348
  nChanged 8
		SP:Iteration 17Q (66938.810000 sec): 3 clusters
  Score: Raw -178657.343394 + Penalty 3440.907784 = -175216.435610
  nChanged 6
		SP:Iteration 18Q (66938.850000 sec): 3 clusters
  Score: Raw -178663.457448 + Penalty 3440.907784 = -175222.549664
  nChanged 3
		SP:Iteration 19Q (66938.870000 sec): 3 clusters
  Score: Raw -178669.031751 + Penalty 3440.907784 = -175228.123967
  nChanged 3
		SP:Iteration 20F (66938.910000 sec): 3 clusters
  Score: Raw -178671.861578 + Penalty 3440.907784 = -175230.953793
  nChanged 1
		SP:Iteration 21Q (66938.940000 sec): 3 clusters
  Score: Raw -178673.104754 + Penalty 3440.907784 = -175232.196970
  nChanged 1
		SP:Iteration 22Q (66938.970000 sec): 3 clusters
  Score: Raw -178674.874828 + Penalty 3440.907784 = -175233.967044
  nChanged 3
		SP:Iteration 23Q (66939.000000 sec): 3 clusters
  Score: Raw -178679.449800 + Penalty 3440.907784 = -175238.542015
  nChanged 5
		SP:Iteration 24Q (66939.030000 sec): 3 clusters
  Score: Raw -178690.531988 + Penalty 3440.907784 = -175249.624204
  nChanged 8
		SP:Iteration 25Q (66939.070000 sec): 3 clusters
  Score: Raw -178702.825316 + Penalty 3440.907784 = -175261.917532
  nChanged 7
		SP:Iteration 26Q (66939.100000 sec): 3 clusters
  Score: Raw -178714.400257 + Penalty 3440.907784 = -175273.492472
  nChanged 6
		SP:Iteration 27Q (66939.130000 sec): 3 clusters
  Score: Raw -178722.175292 + Penalty 3440.907784 = -175281.267508
  nChanged 3
		SP:Iteration 28Q (66939.160000 sec): 3 clusters
  Score: Raw -178730.165442 + Penalty 3440.907784 = -175289.257657
  nChanged 4
		SP:Iteration 29Q (66939.190000 sec): 3 clusters
  Score: Raw -178736.071385 + Penalty 3440.907784 = -175295.163601
  nChanged 3
		SP:Iteration 30Q (66939.220000 sec): 3 clusters
  Score: Raw -178742.585620 + Penalty 3440.907784 = -175301.677836
  nChanged 4
		SP:Iteration 31Q (66939.250000 sec): 3 clusters
  Score: Raw -178748.592655 + Penalty 3440.907784 = -175307.684871
  nChanged 6
		SP:Iteration 32Q (66939.290000 sec): 3 clusters
  Score: Raw -178755.105159 + Penalty 3440.907784 = -175314.197374
  nChanged 3
		SP:Iteration 33Q (66939.320000 sec): 3 clusters
  Score: Raw -178757.467449 + Penalty 3440.907784 = -175316.559665
  nChanged 1
		SP:Iteration 34Q (66939.350000 sec): 3 clusters
  Score: Raw -178758.064439 + Penalty 3440.907784 = -175317.156655
  nChanged 0
		SP:Iteration 35F (66939.380000 sec): 3 clusters
  Score: Raw -178758.064439 + Penalty 3440.907784 = -175317.156655
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 47 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66939.410000 sec): 2 clusters
  Score: Raw -80693.697746 + Penalty 1542.212830 = -79151.484916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66939.430000 sec): 3 clusters
  Score: Raw -80765.027824 + Penalty 3084.425659 = -77680.602165
  nChanged 95
		SP:Iteration 1F (66939.460000 sec): 3 clusters
  Score: Raw -80999.093080 + Penalty 3084.425659 = -77914.667421
  nChanged 40
		SP:Iteration 2F (66939.480000 sec): 3 clusters
  Score: Raw -81093.484068 + Penalty 3084.425659 = -78009.058409
  nChanged 12
		SP:Iteration 3Q (66939.500000 sec): 3 clusters
  Score: Raw -81159.408578 + Penalty 3084.425659 = -78074.982919
  nChanged 14
		SP:Iteration 4Q (66939.530000 sec): 3 clusters
  Score: Raw -81253.442259 + Penalty 3084.425659 = -78169.016600
  nChanged 11
		SP:Iteration 5Q (66939.550000 sec): 3 clusters
  Score: Raw -81278.322231 + Penalty 3084.425659 = -78193.896572
  nChanged 4
		SP:Iteration 6Q (66939.570000 sec): 3 clusters
  Score: Raw -81291.069146 + Penalty 3084.425659 = -78206.643486
  nChanged 6
		SP:Iteration 7Q (66939.590000 sec): 3 clusters
  Score: Raw -81302.852553 + Penalty 3084.425659 = -78218.426893
  nChanged 6
		SP:Iteration 8Q (66939.620000 sec): 3 clusters
  Score: Raw -81322.545932 + Penalty 3084.425659 = -78238.120272
  nChanged 3
		SP:Iteration 9Q (66939.640000 sec): 3 clusters
  Score: Raw -81333.717767 + Penalty 3084.425659 = -78249.292108
  nChanged 5
		SP:Iteration 10Q (66939.660000 sec): 3 clusters
  Score: Raw -81342.162516 + Penalty 3084.425659 = -78257.736856
  nChanged 3
		SP:Iteration 11Q (66939.690000 sec): 3 clusters
  Score: Raw -81352.245261 + Penalty 3084.425659 = -78267.819602
  nChanged 4
		SP:Iteration 12Q (66939.710000 sec): 3 clusters
  Score: Raw -81364.888066 + Penalty 3084.425659 = -78280.462407
  nChanged 1
		SP:Iteration 13Q (66939.730000 sec): 3 clusters
  Score: Raw -81368.156943 + Penalty 3084.425659 = -78283.731284
  nChanged 1
		SP:Iteration 14Q (66939.750000 sec): 3 clusters
  Score: Raw -81370.063167 + Penalty 3084.425659 = -78285.637508
  nChanged 1
		SP:Iteration 15Q (66939.780000 sec): 3 clusters
  Score: Raw -81371.823879 + Penalty 3084.425659 = -78287.398219
  nChanged 0
		SP:Iteration 16F (66939.800000 sec): 3 clusters
  Score: Raw -81371.823879 + Penalty 3084.425659 = -78287.398219
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 48 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66939.820000 sec): 2 clusters
  Score: Raw -24954.831584 + Penalty 1267.772972 = -23687.058612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66939.830000 sec): 3 clusters
  Score: Raw -25406.410346 + Penalty 2535.545943 = -22870.864403
  nChanged 9
		SP:Iteration 1F (66939.840000 sec): 3 clusters
  Score: Raw -25445.760939 + Penalty 2535.545943 = -22910.214996
  nChanged 3
		SP:Iteration 2Q (66939.850000 sec): 3 clusters
  Score: Raw -25458.940717 + Penalty 2535.545943 = -22923.394774
  nChanged 0
		SP:Iteration 3F (66939.850000 sec): 3 clusters
  Score: Raw -25458.940717 + Penalty 2535.545943 = -22923.394774
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 49 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66939.870000 sec): 2 clusters
  Score: Raw -32716.279375 + Penalty 1421.064746 = -31295.214629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66939.880000 sec): 3 clusters
  Score: Raw -32876.266035 + Penalty 2842.129492 = -30034.136543
  nChanged 46
		SP:Iteration 1F (66939.900000 sec): 3 clusters
  Score: Raw -33043.830846 + Penalty 2842.129492 = -30201.701354
  nChanged 19
		SP:Iteration 2F (66939.910000 sec): 3 clusters
  Score: Raw -33135.533307 + Penalty 2842.129492 = -30293.403814
  nChanged 11
		SP:Iteration 3Q (66939.920000 sec): 3 clusters
  Score: Raw -33177.256726 + Penalty 2842.129492 = -30335.127233
  nChanged 9
		SP:Iteration 4Q (66939.930000 sec): 3 clusters
  Score: Raw -33210.306075 + Penalty 2842.129492 = -30368.176582
  nChanged 4
		SP:Iteration 5Q (66939.950000 sec): 3 clusters
  Score: Raw -33216.252507 + Penalty 2842.129492 = -30374.123015
  nChanged 2
		SP:Iteration 6Q (66939.950000 sec): 3 clusters
  Score: Raw -33218.724030 + Penalty 2842.129492 = -30376.594537
  nChanged 0
		SP:Iteration 7F (66939.970000 sec): 3 clusters
  Score: Raw -33218.724030 + Penalty 2842.129492 = -30376.594537
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 50 (1552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66940.020000 sec): 2 clusters
  Score: Raw -269269.838935 + Penalty 1822.130326 = -267447.708609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66940.060000 sec): 3 clusters
  Score: Raw -268785.172673 + Penalty 3644.260652 = -265140.912022
  nChanged 464
		SP:Iteration 1F (66940.100000 sec): 3 clusters
  Score: Raw -269169.360897 + Penalty 3644.260652 = -265525.100246
  nChanged 105
		SP:Iteration 2F (66940.150000 sec): 3 clusters
  Score: Raw -269281.108012 + Penalty 3644.260652 = -265636.847360
  nChanged 53
		SP:Iteration 3Q (66940.190000 sec): 3 clusters
  Score: Raw -269332.095783 + Penalty 3644.260652 = -265687.835131
  nChanged 41
		SP:Iteration 4Q (66940.230000 sec): 3 clusters
  Score: Raw -269368.918169 + Penalty 3644.260652 = -265724.657517
  nChanged 30
		SP:Iteration 5Q (66940.270000 sec): 3 clusters
  Score: Raw -269394.956749 + Penalty 3644.260652 = -265750.696097
  nChanged 23
		SP:Iteration 6Q (66940.310000 sec): 3 clusters
  Score: Raw -269416.629516 + Penalty 3644.260652 = -265772.368864
  nChanged 26
		SP:Iteration 7Q (66940.350000 sec): 3 clusters
  Score: Raw -269436.082858 + Penalty 3644.260652 = -265791.822207
  nChanged 19
		SP:Iteration 8Q (66940.390000 sec): 3 clusters
  Score: Raw -269452.843753 + Penalty 3644.260652 = -265808.583102
  nChanged 22
		SP:Iteration 9Q (66940.430000 sec): 3 clusters
  Score: Raw -269470.306587 + Penalty 3644.260652 = -265826.045935
  nChanged 24
		SP:Iteration 10Q (66940.470000 sec): 3 clusters
  Score: Raw -269493.087658 + Penalty 3644.260652 = -265848.827006
  nChanged 25
		SP:Iteration 11Q (66940.510000 sec): 3 clusters
  Score: Raw -269521.389021 + Penalty 3644.260652 = -265877.128369
  nChanged 25
		SP:Iteration 12Q (66940.550000 sec): 3 clusters
  Score: Raw -269542.822836 + Penalty 3644.260652 = -265898.562185
  nChanged 23
		SP:Iteration 13Q (66940.590000 sec): 3 clusters
  Score: Raw -269566.046749 + Penalty 3644.260652 = -265921.786098
  nChanged 30
		SP:Iteration 14Q (66940.630000 sec): 3 clusters
  Score: Raw -269593.657743 + Penalty 3644.260652 = -265949.397091
  nChanged 33
		SP:Iteration 15Q (66940.680000 sec): 3 clusters
  Score: Raw -269632.188922 + Penalty 3644.260652 = -265987.928270
  nChanged 32
		SP:Iteration 16Q (66940.720000 sec): 3 clusters
  Score: Raw -269689.256733 + Penalty 3644.260652 = -266044.996082
  nChanged 23
		SP:Iteration 17Q (66940.760000 sec): 3 clusters
  Score: Raw -269726.623455 + Penalty 3644.260652 = -266082.362804
  nChanged 27
		SP:Iteration 18Q (66940.800000 sec): 3 clusters
  Score: Raw -269766.914076 + Penalty 3644.260652 = -266122.653424
  nChanged 27
		SP:Iteration 19Q (66940.840000 sec): 3 clusters
  Score: Raw -269802.416355 + Penalty 3644.260652 = -266158.155704
  nChanged 24
		SP:Iteration 20F (66940.880000 sec): 3 clusters
  Score: Raw -269839.784254 + Penalty 3644.260652 = -266195.523603
  nChanged 19
		SP:Iteration 21Q (66940.920000 sec): 3 clusters
  Score: Raw -269862.274856 + Penalty 3644.260652 = -266218.014204
  nChanged 9
		SP:Iteration 22Q (66940.960000 sec): 3 clusters
  Score: Raw -269871.683575 + Penalty 3644.260652 = -266227.422924
  nChanged 8
		SP:Iteration 23Q (66941.000000 sec): 3 clusters
  Score: Raw -269877.924932 + Penalty 3644.260652 = -266233.664280
  nChanged 9
		SP:Iteration 24Q (66941.040000 sec): 3 clusters
  Score: Raw -269885.693796 + Penalty 3644.260652 = -266241.433144
  nChanged 10
		SP:Iteration 25Q (66941.090000 sec): 3 clusters
  Score: Raw -269892.925428 + Penalty 3644.260652 = -266248.664776
  nChanged 6
		SP:Iteration 26Q (66941.130000 sec): 3 clusters
  Score: Raw -269896.399755 + Penalty 3644.260652 = -266252.139103
  nChanged 2
		SP:Iteration 27Q (66941.170000 sec): 3 clusters
  Score: Raw -269897.873329 + Penalty 3644.260652 = -266253.612677
  nChanged 0
		SP:Iteration 28F (66941.210000 sec): 3 clusters
  Score: Raw -269897.873329 + Penalty 3644.260652 = -266253.612677
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 51 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66941.230000 sec): 2 clusters
  Score: Raw -35726.477212 + Penalty 1351.857536 = -34374.619675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66941.250000 sec): 3 clusters
  Score: Raw -35940.341418 + Penalty 2703.715073 = -33236.626345
  nChanged 19
		SP:Iteration 1F (66941.250000 sec): 3 clusters
  Score: Raw -36048.635709 + Penalty 2703.715073 = -33344.920636
  nChanged 4
		SP:Iteration 2Q (66941.260000 sec): 3 clusters
  Score: Raw -36112.850719 + Penalty 2703.715073 = -33409.135646
  nChanged 4
		SP:Iteration 3Q (66941.270000 sec): 3 clusters
  Score: Raw -36159.176473 + Penalty 2703.715073 = -33455.461400
  nChanged 5
		SP:Iteration 4Q (66941.270000 sec): 3 clusters
  Score: Raw -36193.546708 + Penalty 2703.715073 = -33489.831635
  nChanged 2
		SP:Iteration 5Q (66941.280000 sec): 3 clusters
  Score: Raw -36207.281642 + Penalty 2703.715073 = -33503.566569
  nChanged 2
		SP:Iteration 6Q (66941.290000 sec): 3 clusters
  Score: Raw -36218.634374 + Penalty 2703.715073 = -33514.919301
  nChanged 1
		SP:Iteration 7Q (66941.300000 sec): 3 clusters
  Score: Raw -36225.991423 + Penalty 2703.715073 = -33522.276350
  nChanged 1
		SP:Iteration 8Q (66941.310000 sec): 3 clusters
  Score: Raw -36232.496638 + Penalty 2703.715073 = -33528.781565
  nChanged 1
		SP:Iteration 9Q (66941.310000 sec): 3 clusters
  Score: Raw -36239.781745 + Penalty 2703.715073 = -33536.066672
  nChanged 0
		SP:Iteration 10F (66941.320000 sec): 3 clusters
  Score: Raw -36239.781745 + Penalty 2703.715073 = -33536.066672
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 52 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66941.350000 sec): 2 clusters
  Score: Raw -54640.216622 + Penalty 1485.883208 = -53154.333415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66941.370000 sec): 3 clusters
  Score: Raw -54757.765579 + Penalty 2971.766415 = -51785.999164
  nChanged 82
		SP:Iteration 1F (66941.380000 sec): 3 clusters
  Score: Raw -54932.864880 + Penalty 2971.766415 = -51961.098465
  nChanged 18
		SP:Iteration 2Q (66941.410000 sec): 3 clusters
  Score: Raw -54976.001847 + Penalty 2971.766415 = -52004.235432
  nChanged 9
		SP:Iteration 3Q (66941.420000 sec): 3 clusters
  Score: Raw -55014.987102 + Penalty 2971.766415 = -52043.220686
  nChanged 4
		SP:Iteration 4Q (66941.430000 sec): 3 clusters
  Score: Raw -55021.078756 + Penalty 2971.766415 = -52049.312341
  nChanged 3
		SP:Iteration 5Q (66941.450000 sec): 3 clusters
  Score: Raw -55027.147665 + Penalty 2971.766415 = -52055.381250
  nChanged 1
		SP:Iteration 6Q (66941.470000 sec): 3 clusters
  Score: Raw -55028.019805 + Penalty 2971.766415 = -52056.253389
  nChanged 2
		SP:Iteration 7Q (66941.480000 sec): 3 clusters
  Score: Raw -55041.569431 + Penalty 2971.766415 = -52069.803015
  nChanged 2
		SP:Iteration 8Q (66941.500000 sec): 3 clusters
  Score: Raw -55050.179469 + Penalty 2971.766415 = -52078.413054
  nChanged 1
		SP:Iteration 9Q (66941.510000 sec): 3 clusters
  Score: Raw -55053.864877 + Penalty 2971.766415 = -52082.098461
  nChanged 2
		SP:Iteration 10Q (66941.530000 sec): 3 clusters
  Score: Raw -55061.530515 + Penalty 2971.766415 = -52089.764099
  nChanged 2
		SP:Iteration 11Q (66941.540000 sec): 3 clusters
  Score: Raw -55063.565184 + Penalty 2971.766415 = -52091.798768
  nChanged 3
		SP:Iteration 12Q (66941.560000 sec): 3 clusters
  Score: Raw -55068.061369 + Penalty 2971.766415 = -52096.294954
  nChanged 1
		SP:Iteration 13Q (66941.570000 sec): 3 clusters
  Score: Raw -55069.332872 + Penalty 2971.766415 = -52097.566456
  nChanged 1
		SP:Iteration 14Q (66941.590000 sec): 3 clusters
  Score: Raw -55070.141070 + Penalty 2971.766415 = -52098.374655
  nChanged 0
		SP:Iteration 15F (66941.610000 sec): 3 clusters
  Score: Raw -55070.141070 + Penalty 2971.766415 = -52098.374655
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 53 (789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66941.640000 sec): 2 clusters
  Score: Raw -129548.179507 + Penalty 1654.350048 = -127893.829459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66941.670000 sec): 3 clusters
  Score: Raw -129434.848549 + Penalty 3308.700095 = -126126.148454
  nChanged 160
		SP:Iteration 1F (66941.690000 sec): 3 clusters
  Score: Raw -129648.696543 + Penalty 3308.700095 = -126339.996447
  nChanged 57
		SP:Iteration 2F (66941.710000 sec): 3 clusters
  Score: Raw -129750.301124 + Penalty 3308.700095 = -126441.601029
  nChanged 20
		SP:Iteration 3Q (66941.740000 sec): 3 clusters
  Score: Raw -129787.990472 + Penalty 3308.700095 = -126479.290377
  nChanged 9
		SP:Iteration 4Q (66941.760000 sec): 3 clusters
  Score: Raw -129807.657661 + Penalty 3308.700095 = -126498.957566
  nChanged 9
		SP:Iteration 5Q (66941.790000 sec): 3 clusters
  Score: Raw -129818.913156 + Penalty 3308.700095 = -126510.213061
  nChanged 6
		SP:Iteration 6Q (66941.810000 sec): 3 clusters
  Score: Raw -129827.964355 + Penalty 3308.700095 = -126519.264260
  nChanged 4
		SP:Iteration 7Q (66941.830000 sec): 3 clusters
  Score: Raw -129833.685428 + Penalty 3308.700095 = -126524.985333
  nChanged 2
		SP:Iteration 8Q (66941.850000 sec): 3 clusters
  Score: Raw -129838.288356 + Penalty 3308.700095 = -126529.588260
  nChanged 2
		SP:Iteration 9Q (66941.880000 sec): 3 clusters
  Score: Raw -129842.035674 + Penalty 3308.700095 = -126533.335578
  nChanged 2
		SP:Iteration 10Q (66941.900000 sec): 3 clusters
  Score: Raw -129843.933137 + Penalty 3308.700095 = -126535.233042
  nChanged 3
		SP:Iteration 11Q (66941.930000 sec): 3 clusters
  Score: Raw -129851.540835 + Penalty 3308.700095 = -126542.840740
  nChanged 3
		SP:Iteration 12Q (66941.950000 sec): 3 clusters
  Score: Raw -129855.887555 + Penalty 3308.700095 = -126547.187460
  nChanged 4
		SP:Iteration 13Q (66941.970000 sec): 3 clusters
  Score: Raw -129861.221535 + Penalty 3308.700095 = -126552.521440
  nChanged 3
		SP:Iteration 14Q (66942.000000 sec): 3 clusters
  Score: Raw -129865.542899 + Penalty 3308.700095 = -126556.842804
  nChanged 3
		SP:Iteration 15Q (66942.020000 sec): 3 clusters
  Score: Raw -129872.929360 + Penalty 3308.700095 = -126564.229265
  nChanged 2
		SP:Iteration 16Q (66942.050000 sec): 3 clusters
  Score: Raw -129876.366236 + Penalty 3308.700095 = -126567.666141
  nChanged 3
		SP:Iteration 17Q (66942.070000 sec): 3 clusters
  Score: Raw -129880.791344 + Penalty 3308.700095 = -126572.091249
  nChanged 3
		SP:Iteration 18Q (66942.090000 sec): 3 clusters
  Score: Raw -129885.117870 + Penalty 3308.700095 = -126576.417775
  nChanged 1
		SP:Iteration 19Q (66942.110000 sec): 3 clusters
  Score: Raw -129886.400501 + Penalty 3308.700095 = -126577.700405
  nChanged 0
		SP:Iteration 20F (66942.140000 sec): 3 clusters
  Score: Raw -129886.400501 + Penalty 3308.700095 = -126577.700405
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 54 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66942.170000 sec): 2 clusters
  Score: Raw -79964.904003 + Penalty 1561.225968 = -78403.678035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66942.190000 sec): 3 clusters
  Score: Raw -79949.642528 + Penalty 3122.451937 = -76827.190591
  nChanged 93
		SP:Iteration 1F (66942.210000 sec): 3 clusters
  Score: Raw -80147.069986 + Penalty 3122.451937 = -77024.618049
  nChanged 40
		SP:Iteration 2F (66942.240000 sec): 3 clusters
  Score: Raw -80282.326934 + Penalty 3122.451937 = -77159.874997
  nChanged 17
		SP:Iteration 3Q (66942.260000 sec): 3 clusters
  Score: Raw -80339.472083 + Penalty 3122.451937 = -77217.020146
  nChanged 12
		SP:Iteration 4Q (66942.290000 sec): 3 clusters
  Score: Raw -80367.012779 + Penalty 3122.451937 = -77244.560842
  nChanged 5
		SP:Iteration 5Q (66942.310000 sec): 3 clusters
  Score: Raw -80379.218430 + Penalty 3122.451937 = -77256.766493
  nChanged 6
		SP:Iteration 6Q (66942.330000 sec): 3 clusters
  Score: Raw -80389.883136 + Penalty 3122.451937 = -77267.431199
  nChanged 2
		SP:Iteration 7Q (66942.350000 sec): 3 clusters
  Score: Raw -80391.631209 + Penalty 3122.451937 = -77269.179273
  nChanged 1
		SP:Iteration 8Q (66942.380000 sec): 3 clusters
  Score: Raw -80393.571670 + Penalty 3122.451937 = -77271.119734
  nChanged 0
		SP:Iteration 9F (66942.400000 sec): 3 clusters
  Score: Raw -80393.571670 + Penalty 3122.451937 = -77271.119734
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 55 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66942.420000 sec): 2 clusters
  Score: Raw -19523.024255 + Penalty 1263.250050 = -18259.774205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66942.430000 sec): 3 clusters
  Score: Raw -20152.430290 + Penalty 2526.500100 = -17625.930191
  nChanged 26
		SP:Iteration 1F (66942.440000 sec): 3 clusters
  Score: Raw -20381.991528 + Penalty 2526.500100 = -17855.491428
  nChanged 10
		SP:Iteration 2F (66942.450000 sec): 3 clusters
  Score: Raw -20512.258878 + Penalty 2526.500100 = -17985.758779
  nChanged 5
		SP:Iteration 3Q (66942.450000 sec): 3 clusters
  Score: Raw -20602.919133 + Penalty 2526.500100 = -18076.419034
  nChanged 1
		SP:Iteration 4Q (66942.460000 sec): 3 clusters
  Score: Raw -20618.355584 + Penalty 2526.500100 = -18091.855484
  nChanged 0
		SP:Iteration 5F (66942.470000 sec): 3 clusters
  Score: Raw -20618.355584 + Penalty 2526.500100 = -18091.855484
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 56 (3770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66942.570000 sec): 2 clusters
  Score: Raw -664098.342366 + Penalty 2042.237910 = -662056.104456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66942.750000 sec): 3 clusters
  Score: Raw -662423.342530 + Penalty 4084.475819 = -658338.866711
  nChanged 1398
		SP:Iteration 1F (66942.920000 sec): 3 clusters
  Score: Raw -663272.718646 + Penalty 4084.475819 = -659188.242826
  nChanged 314
		SP:Iteration 2F (66943.100000 sec): 3 clusters
  Score: Raw -663475.631670 + Penalty 4084.475819 = -659391.155850
  nChanged 194
		SP:Iteration 3F (66943.270000 sec): 3 clusters
  Score: Raw -663593.945417 + Penalty 4084.475819 = -659509.469598
  nChanged 127
		SP:Iteration 4Q (66943.450000 sec): 3 clusters
  Score: Raw -663669.206150 + Penalty 4084.475819 = -659584.730331
  nChanged 120
		SP:Iteration 5Q (66943.620000 sec): 3 clusters
  Score: Raw -663748.856567 + Penalty 4084.475819 = -659664.380748
  nChanged 129
		SP:Iteration 6Q (66943.790000 sec): 3 clusters
  Score: Raw -663838.325660 + Penalty 4084.475819 = -659753.849841
  nChanged 132
		SP:Iteration 7Q (66943.970000 sec): 3 clusters
  Score: Raw -663932.357368 + Penalty 4084.475819 = -659847.881549
  nChanged 126
		SP:Iteration 8Q (66944.150000 sec): 3 clusters
  Score: Raw -664029.100500 + Penalty 4084.475819 = -659944.624680
  nChanged 136
		SP:Iteration 9Q (66944.300000 sec): 3 clusters
  Score: Raw -664130.321032 + Penalty 4084.475819 = -660045.845213
  nChanged 138
		SP:Iteration 10Q (66944.390000 sec): 3 clusters
  Score: Raw -664233.097476 + Penalty 4084.475819 = -660148.621657
  nChanged 124
		SP:Iteration 11Q (66944.590000 sec): 3 clusters
  Score: Raw -664337.480617 + Penalty 4084.475819 = -660253.004798
  nChanged 112
		SP:Iteration 12Q (66944.760000 sec): 3 clusters
  Score: Raw -664424.428176 + Penalty 4084.475819 = -660339.952357
  nChanged 100
		SP:Iteration 13Q (66944.930000 sec): 3 clusters
  Score: Raw -664497.301248 + Penalty 4084.475819 = -660412.825428
  nChanged 96
		SP:Iteration 14Q (66945.110000 sec): 3 clusters
  Score: Raw -664562.951009 + Penalty 4084.475819 = -660478.475190
  nChanged 81
		SP:Iteration 15Q (66945.280000 sec): 3 clusters
  Score: Raw -664619.498102 + Penalty 4084.475819 = -660535.022283
  nChanged 63
		SP:Iteration 16Q (66945.450000 sec): 3 clusters
  Score: Raw -664653.677515 + Penalty 4084.475819 = -660569.201696
  nChanged 35
		SP:Iteration 17Q (66945.630000 sec): 3 clusters
  Score: Raw -664671.593478 + Penalty 4084.475819 = -660587.117659
  nChanged 32
		SP:Iteration 18Q (66945.810000 sec): 3 clusters
  Score: Raw -664685.738541 + Penalty 4084.475819 = -660601.262722
  nChanged 19
		SP:Iteration 19Q (66945.980000 sec): 3 clusters
  Score: Raw -664695.648676 + Penalty 4084.475819 = -660611.172857
  nChanged 13
		SP:Iteration 20F (66946.150000 sec): 3 clusters
  Score: Raw -664700.493834 + Penalty 4084.475819 = -660616.018014
  nChanged 12
		SP:Iteration 21Q (66946.330000 sec): 3 clusters
  Score: Raw -664705.492110 + Penalty 4084.475819 = -660621.016291
  nChanged 12
		SP:Iteration 22Q (66946.500000 sec): 3 clusters
  Score: Raw -664711.988102 + Penalty 4084.475819 = -660627.512282
  nChanged 11
		SP:Iteration 23Q (66946.680000 sec): 3 clusters
  Score: Raw -664716.691921 + Penalty 4084.475819 = -660632.216102
  nChanged 10
		SP:Iteration 24Q (66946.850000 sec): 3 clusters
  Score: Raw -664721.673463 + Penalty 4084.475819 = -660637.197643
  nChanged 11
		SP:Iteration 25Q (66947.030000 sec): 3 clusters
  Score: Raw -664727.766055 + Penalty 4084.475819 = -660643.290236
  nChanged 10
		SP:Iteration 26Q (66947.200000 sec): 3 clusters
  Score: Raw -664732.734997 + Penalty 4084.475819 = -660648.259178
  nChanged 10
		SP:Iteration 27Q (66947.370000 sec): 3 clusters
  Score: Raw -664738.320910 + Penalty 4084.475819 = -660653.845090
  nChanged 12
		SP:Iteration 28Q (66947.550000 sec): 3 clusters
  Score: Raw -664743.859938 + Penalty 4084.475819 = -660659.384119
  nChanged 10
		SP:Iteration 29Q (66947.730000 sec): 3 clusters
  Score: Raw -664748.944489 + Penalty 4084.475819 = -660664.468670
  nChanged 8
		SP:Iteration 30Q (66947.900000 sec): 3 clusters
  Score: Raw -664752.417764 + Penalty 4084.475819 = -660667.941945
  nChanged 5
		SP:Iteration 31Q (66948.070000 sec): 3 clusters
  Score: Raw -664754.272896 + Penalty 4084.475819 = -660669.797077
  nChanged 5
		SP:Iteration 32Q (66948.250000 sec): 3 clusters
  Score: Raw -664755.696200 + Penalty 4084.475819 = -660671.220381
  nChanged 1
		SP:Iteration 33Q (66948.420000 sec): 3 clusters
  Score: Raw -664756.071382 + Penalty 4084.475819 = -660671.595563
  nChanged 0
		SP:Iteration 34F (66948.600000 sec): 3 clusters
  Score: Raw -664756.071382 + Penalty 4084.475819 = -660671.595563
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 57 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66948.680000 sec): 2 clusters
  Score: Raw -116612.589622 + Penalty 1631.654301 = -114980.935322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66948.860000 sec): 3 clusters
  Score: Raw -116580.452156 + Penalty 3263.308601 = -113317.143555
  nChanged 174
		SP:Iteration 1F (66949.030000 sec): 3 clusters
  Score: Raw -116866.880389 + Penalty 3263.308601 = -113603.571787
  nChanged 44
		SP:Iteration 2F (66949.210000 sec): 3 clusters
  Score: Raw -116948.496032 + Penalty 3263.308601 = -113685.187431
  nChanged 18
		SP:Iteration 3Q (66949.390000 sec): 3 clusters
  Score: Raw -116985.363991 + Penalty 3263.308601 = -113722.055389
  nChanged 12
		SP:Iteration 4Q (66949.560000 sec): 3 clusters
  Score: Raw -117002.787544 + Penalty 3263.308601 = -113739.478943
  nChanged 8
		SP:Iteration 5Q (66949.740000 sec): 3 clusters
  Score: Raw -117013.985859 + Penalty 3263.308601 = -113750.677258
  nChanged 3
		SP:Iteration 6Q (66949.910000 sec): 3 clusters
  Score: Raw -117019.522440 + Penalty 3263.308601 = -113756.213839
  nChanged 3
		SP:Iteration 7Q (66950.090000 sec): 3 clusters
  Score: Raw -117022.634365 + Penalty 3263.308601 = -113759.325764
  nChanged 3
		SP:Iteration 8Q (66950.270000 sec): 3 clusters
  Score: Raw -117027.926344 + Penalty 3263.308601 = -113764.617743
  nChanged 2
		SP:Iteration 9Q (66950.440000 sec): 3 clusters
  Score: Raw -117029.895989 + Penalty 3263.308601 = -113766.587388
  nChanged 2
		SP:Iteration 10Q (66950.620000 sec): 3 clusters
  Score: Raw -117033.461584 + Penalty 3263.308601 = -113770.152983
  nChanged 1
		SP:Iteration 11Q (66950.790000 sec): 3 clusters
  Score: Raw -117034.602267 + Penalty 3263.308601 = -113771.293666
  nChanged 0
		SP:Iteration 12F (66950.970000 sec): 3 clusters
  Score: Raw -117034.602267 + Penalty 3263.308601 = -113771.293666
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 58 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66951.060000 sec): 2 clusters
  Score: Raw -21644.510683 + Penalty 1260.188283 = -20384.322400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66951.230000 sec): 3 clusters
  Score: Raw -21874.843241 + Penalty 2520.376565 = -19354.466676
  nChanged 14
		SP:Iteration 1F (66951.410000 sec): 3 clusters
  Score: Raw -22001.445445 + Penalty 2520.376565 = -19481.068880
  nChanged 3
		SP:Iteration 2Q (66951.590000 sec): 3 clusters
  Score: Raw -22036.687989 + Penalty 2520.376565 = -19516.311424
  nChanged 3
		SP:Iteration 3Q (66951.760000 sec): 3 clusters
  Score: Raw -22066.274499 + Penalty 2520.376565 = -19545.897934
  nChanged 1
		SP:Iteration 4Q (66951.940000 sec): 3 clusters
  Score: Raw -22081.004376 + Penalty 2520.376565 = -19560.627811
  nChanged 1
		SP:Iteration 5Q (66952.110000 sec): 3 clusters
  Score: Raw -22103.514788 + Penalty 2520.376565 = -19583.138223
  nChanged 2
		SP:Iteration 6Q (66952.290000 sec): 3 clusters
  Score: Raw -22126.398970 + Penalty 2520.376565 = -19606.022405
  nChanged 1
		SP:Iteration 7Q (66952.470000 sec): 3 clusters
  Score: Raw -22134.601237 + Penalty 2520.376565 = -19614.224672
  nChanged 1
		SP:Iteration 8Q (66952.640000 sec): 3 clusters
  Score: Raw -22139.213898 + Penalty 2520.376565 = -19618.837333
  nChanged 0
		SP:Iteration 9F (66952.820000 sec): 3 clusters
  Score: Raw -22139.213898 + Penalty 2520.376565 = -19618.837333
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 59 (477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66952.910000 sec): 2 clusters
  Score: Raw -56021.172645 + Penalty 1529.544090 = -54491.628555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66953.080000 sec): 3 clusters
  Score: Raw -56209.606373 + Penalty 3059.088179 = -53150.518194
  nChanged 114
		SP:Iteration 1F (66953.260000 sec): 3 clusters
  Score: Raw -56545.892942 + Penalty 3059.088179 = -53486.804763
  nChanged 45
		SP:Iteration 2F (66953.430000 sec): 3 clusters
  Score: Raw -56716.316100 + Penalty 3059.088179 = -53657.227920
  nChanged 27
		SP:Iteration 3F (66953.610000 sec): 3 clusters
  Score: Raw -56834.218398 + Penalty 3059.088179 = -53775.130219
  nChanged 13
		SP:Iteration 4Q (66953.790000 sec): 3 clusters
  Score: Raw -56902.071976 + Penalty 3059.088179 = -53842.983796
  nChanged 5
		SP:Iteration 5Q (66953.960000 sec): 3 clusters
  Score: Raw -56911.600552 + Penalty 3059.088179 = -53852.512372
  nChanged 2
		SP:Iteration 6Q (66954.140000 sec): 3 clusters
  Score: Raw -56929.083745 + Penalty 3059.088179 = -53869.995566
  nChanged 3
		SP:Iteration 7Q (66954.310000 sec): 3 clusters
  Score: Raw -56936.741793 + Penalty 3059.088179 = -53877.653614
  nChanged 0
		SP:Iteration 8F (66954.530000 sec): 3 clusters
  Score: Raw -56936.741793 + Penalty 3059.088179 = -53877.653614
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 60 (380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66954.610000 sec): 2 clusters
  Score: Raw -52831.766981 + Penalty 1473.162471 = -51358.604510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66954.790000 sec): 3 clusters
  Score: Raw -53192.579509 + Penalty 2946.324941 = -50246.254568
  nChanged 84
		SP:Iteration 1F (66954.970000 sec): 3 clusters
  Score: Raw -53487.406297 + Penalty 2946.324941 = -50541.081356
  nChanged 31
		SP:Iteration 2F (66955.140000 sec): 3 clusters
  Score: Raw -53706.173541 + Penalty 2946.324941 = -50759.848599
  nChanged 14
		SP:Iteration 3Q (66955.320000 sec): 3 clusters
  Score: Raw -53757.624206 + Penalty 2946.324941 = -50811.299264
  nChanged 3
		SP:Iteration 4Q (66955.490000 sec): 3 clusters
  Score: Raw -53768.969356 + Penalty 2946.324941 = -50822.644415
  nChanged 2
		SP:Iteration 5Q (66955.670000 sec): 3 clusters
  Score: Raw -53787.279883 + Penalty 2946.324941 = -50840.954942
  nChanged 3
		SP:Iteration 6Q (66955.850000 sec): 3 clusters
  Score: Raw -53802.845084 + Penalty 2946.324941 = -50856.520142
  nChanged 0
		SP:Iteration 7F (66955.970000 sec): 3 clusters
  Score: Raw -53802.845084 + Penalty 2946.324941 = -50856.520142
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 61 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66956.060000 sec): 2 clusters
  Score: Raw -17935.181338 + Penalty 1280.866922 = -16654.314417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66956.240000 sec): 3 clusters
  Score: Raw -18287.081285 + Penalty 2561.733843 = -15725.347442
  nChanged 25
		SP:Iteration 1F (66956.410000 sec): 3 clusters
  Score: Raw -18401.581648 + Penalty 2561.733843 = -15839.847805
  nChanged 10
		SP:Iteration 2F (66956.590000 sec): 3 clusters
  Score: Raw -18476.079968 + Penalty 2561.733843 = -15914.346125
  nChanged 4
		SP:Iteration 3Q (66956.770000 sec): 3 clusters
  Score: Raw -18515.157524 + Penalty 2561.733843 = -15953.423681
  nChanged 2
		SP:Iteration 4Q (66956.940000 sec): 3 clusters
  Score: Raw -18527.193009 + Penalty 2561.733843 = -15965.459166
  nChanged 2
		SP:Iteration 5Q (66957.120000 sec): 3 clusters
  Score: Raw -18542.589840 + Penalty 2561.733843 = -15980.855997
  nChanged 3
		SP:Iteration 6Q (66957.290000 sec): 3 clusters
  Score: Raw -18576.351467 + Penalty 2561.733843 = -16014.617624
  nChanged 1
		SP:Iteration 7Q (66957.470000 sec): 3 clusters
  Score: Raw -18596.417809 + Penalty 2561.733843 = -16034.683966
  nChanged 0
		SP:Iteration 8F (66957.650000 sec): 3 clusters
  Score: Raw -18596.417809 + Penalty 2561.733843 = -16034.683966
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 63 (1457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66957.790000 sec): 2 clusters
  Score: Raw -246698.226417 + Penalty 1806.465432 = -244891.760985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66957.950000 sec): 3 clusters
  Score: Raw -246302.338775 + Penalty 3612.930864 = -242689.407912
  nChanged 426
		SP:Iteration 1F (66958.120000 sec): 3 clusters
  Score: Raw -246760.384512 + Penalty 3612.930864 = -243147.453648
  nChanged 113
		SP:Iteration 2F (66958.300000 sec): 3 clusters
  Score: Raw -246935.282767 + Penalty 3612.930864 = -243322.351904
  nChanged 98
		SP:Iteration 3F (66958.470000 sec): 3 clusters
  Score: Raw -247137.747543 + Penalty 3612.930864 = -243524.816679
  nChanged 99
		SP:Iteration 4F (66958.650000 sec): 3 clusters
  Score: Raw -247362.095863 + Penalty 3612.930864 = -243749.164999
  nChanged 70
		SP:Iteration 5Q (66958.830000 sec): 3 clusters
  Score: Raw -247513.316445 + Penalty 3612.930864 = -243900.385581
  nChanged 63
		SP:Iteration 6Q (66959.000000 sec): 3 clusters
  Score: Raw -247629.950156 + Penalty 3612.930864 = -244017.019292
  nChanged 53
		SP:Iteration 7Q (66959.180000 sec): 3 clusters
  Score: Raw -247704.235922 + Penalty 3612.930864 = -244091.305058
  nChanged 23
		SP:Iteration 8Q (66959.350000 sec): 3 clusters
  Score: Raw -247738.835682 + Penalty 3612.930864 = -244125.904819
  nChanged 21
		SP:Iteration 9Q (66959.530000 sec): 3 clusters
  Score: Raw -247768.039495 + Penalty 3612.930864 = -244155.108631
  nChanged 12
		SP:Iteration 10Q (66959.710000 sec): 3 clusters
  Score: Raw -247784.331614 + Penalty 3612.930864 = -244171.400750
  nChanged 7
		SP:Iteration 11Q (66959.880000 sec): 3 clusters
  Score: Raw -247791.421934 + Penalty 3612.930864 = -244178.491070
  nChanged 10
		SP:Iteration 12Q (66960.060000 sec): 3 clusters
  Score: Raw -247808.603895 + Penalty 3612.930864 = -244195.673031
  nChanged 8
		SP:Iteration 13Q (66960.230000 sec): 3 clusters
  Score: Raw -247826.374918 + Penalty 3612.930864 = -244213.444054
  nChanged 8
		SP:Iteration 14Q (66960.410000 sec): 3 clusters
  Score: Raw -247836.426680 + Penalty 3612.930864 = -244223.495816
  nChanged 1
		SP:Iteration 15Q (66960.510000 sec): 3 clusters
  Score: Raw -247842.485776 + Penalty 3612.930864 = -244229.554912
  nChanged 2
		SP:Iteration 16Q (66960.550000 sec): 3 clusters
  Score: Raw -247843.741060 + Penalty 3612.930864 = -244230.810196
  nChanged 1
		SP:Iteration 17Q (66960.590000 sec): 3 clusters
  Score: Raw -247844.362279 + Penalty 3612.930864 = -244231.431415
  nChanged 0
		SP:Iteration 18F (66960.630000 sec): 3 clusters
  Score: Raw -247844.362279 + Penalty 3612.930864 = -244231.431415
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 64 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66960.660000 sec): 2 clusters
  Score: Raw -12988.459217 + Penalty 1235.934442 = -11752.524775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66960.670000 sec): 3 clusters
  Score: Raw -13391.965844 + Penalty 2471.868884 = -10920.096959
  nChanged 12
		SP:Iteration 1F (66960.670000 sec): 3 clusters
  Score: Raw -13444.689658 + Penalty 2471.868884 = -10972.820774
  nChanged 1
		SP:Iteration 2Q (66960.680000 sec): 3 clusters
  Score: Raw -13454.596619 + Penalty 2471.868884 = -10982.727735
  nChanged 0
		SP:Iteration 3F (66960.690000 sec): 3 clusters
  Score: Raw -13454.596619 + Penalty 2471.868884 = -10982.727735
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 66 (897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (66960.730000 sec): 2 clusters
  Score: Raw -147631.020770 + Penalty 1686.165854 = -145944.854916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (66960.760000 sec): 3 clusters
  Score: Raw -147492.685390 + Penalty 3372.331708 = -144120.353682
  nChanged 237
		SP:Iteration 1F (66960.790000 sec): 3 clusters
  Score: Raw -147829.227449 + Penalty 3372.331708 = -144456.895741
  nChanged 67
		SP:Iteration 2F (66960.820000 sec): 3 clusters
  Score: Raw -147926.540937 + Penalty 3372.331708 = -144554.209229
  nChanged 33
		SP:Iteration 3Q (66960.850000 sec): 3 clusters
  Score: Raw -147995.490306 + Penalty 3372.331708 = -144623.158599
  nChanged 26
		SP:Iteration 4Q (66960.880000 sec): 3 clusters
  Score: Raw -148030.591323 + Penalty 3372.331708 = -144658.259615
  nChanged 24
		SP:Iteration 5Q (66960.910000 sec): 3 clusters
  Score: Raw -148077.741883 + Penalty 3372.331708 = -144705.410176
  nChanged 18
		SP:Iteration 6Q (66960.950000 sec): 3 clusters
  Score: Raw -148111.301534 + Penalty 3372.331708 = -144738.969827
  nChanged 19
		SP:Iteration 7Q (66960.970000 sec): 3 clusters
  Score: Raw -148158.256636 + Penalty 3372.331708 = -144785.924929
  nChanged 17
		SP:Iteration 8Q (66961.010000 sec): 3 clusters
  Score: Raw -148220.713947 + Penalty 3372.331708 = -144848.382240
  nChanged 19
		SP:Iteration 9Q (66961.040000 sec): 3 clusters
  Score: Raw -148277.883737 + Penalty 3372.331708 = -144905.552030
  nChanged 23
		SP:Iteration 10Q (66961.070000 sec): 3 clusters
  Score: Raw -148337.815199 + Penalty 3372.331708 = -144965.483491
  nChanged 23
		SP:Iteration 11Q (66961.100000 sec): 3 clusters
  Score: Raw -148403.439083 + Penalty 3372.331708 = -145031.107375
  nChanged 19
		SP:Iteration 12Q (66961.130000 sec): 3 clusters
  Score: Raw -148435.975276 + Penalty 3372.331708 = -145063.643568
  nChanged 9
		SP:Iteration 13Q (66961.160000 sec): 3 clusters
  Score: Raw -148446.365806 + Penalty 3372.331708 = -145074.034099
  nChanged 2
		SP:Iteration 14Q (66961.190000 sec): 3 clusters
  Score: Raw -148450.840193 + Penalty 3372.331708 = -145078.508486
  nChanged 2
		SP:Iteration 15Q (66961.220000 sec): 3 clusters
  Score: Raw -148452.804783 + Penalty 3372.331708 = -145080.473075
  nChanged 2
		SP:Iteration 16Q (66961.250000 sec): 3 clusters
  Score: Raw -148454.640986 + Penalty 3372.331708 = -145082.309278
  nChanged 1
		SP:Iteration 17Q (66961.280000 sec): 3 clusters
  Score: Raw -148455.436773 + Penalty 3372.331708 = -145083.105065
  nChanged 0
		SP:Iteration 18F (66961.310000 sec): 3 clusters
  Score: Raw -148479.168117 + Penalty 3372.331708 = -145106.836410
  nChanged 4
		SP:Iteration 19Q (66961.350000 sec): 3 clusters
  Score: Raw -148539.495693 + Penalty 3372.331708 = -145167.163986
  nChanged 11
		SP:Iteration 20F (66961.370000 sec): 3 clusters
  Score: Raw -148638.332888 + Penalty 3372.331708 = -145266.001181
  nChanged 19
		SP:Iteration 21Q (66961.410000 sec): 3 clusters
  Score: Raw -148783.973349 + Penalty 3372.331708 = -145411.641641
  nChanged 24
		SP:Iteration 22Q (66961.440000 sec): 3 clusters
  Score: Raw -148880.399848 + Penalty 3372.331708 = -145508.068141
  nChanged 18
		SP:Iteration 23Q (66961.470000 sec): 3 clusters
  Score: Raw -148926.253775 + Penalty 3372.331708 = -145553.922067
  nChanged 16
		SP:Iteration 24Q (66961.500000 sec): 3 clusters
  Score: Raw -148966.244471 + Penalty 3372.331708 = -145593.912763
  nChanged 11
		SP:Iteration 25Q (66961.530000 sec): 3 clusters
  Score: Raw -148989.762704 + Penalty 3372.331708 = -145617.430997
  nChanged 8
		SP:Iteration 26Q (66961.560000 sec): 3 clusters
  Score: Raw -149022.142199 + Penalty 3372.331708 = -145649.810492
  nChanged 7
		SP:Iteration 27Q (66961.590000 sec): 3 clusters
  Score: Raw -149039.323843 + Penalty 3372.331708 = -145666.992135
  nChanged 5
		SP:Iteration 28Q (66961.620000 sec): 3 clusters
  Score: Raw -149053.008309 + Penalty 3372.331708 = -145680.676601
  nChanged 8
		SP:Iteration 29Q (66961.650000 sec): 3 clusters
  Score: Raw -149069.531656 + Penalty 3372.331708 = -145697.199949
  nChanged 8
		SP:Iteration 30Q (66961.680000 sec): 3 clusters
  Score: Raw -149090.878654 + Penalty 3372.331708 = -145718.546947
  nChanged 6
		SP:Iteration 31Q (66961.710000 sec): 3 clusters
  Score: Raw -149105.003877 + Penalty 3372.331708 = -145732.672170
  nChanged 8
		SP:Iteration 32Q (66961.740000 sec): 3 clusters
  Score: Raw -149120.932887 + Penalty 3372.331708 = -145748.601180
  nChanged 8
		SP:Iteration 33Q (66961.770000 sec): 3 clusters
  Score: Raw -149137.763723 + Penalty 3372.331708 = -145765.432016
  nChanged 1
		SP:Iteration 34Q (66961.800000 sec): 3 clusters
  Score: Raw -149139.432356 + Penalty 3372.331708 = -145767.100648
  nChanged 1
		SP:Iteration 35Q (66961.830000 sec): 3 clusters
  Score: Raw -149141.066449 + Penalty 3372.331708 = -145768.734742
  nChanged 3
		SP:Iteration 36Q (66961.860000 sec): 3 clusters
  Score: Raw -149145.483798 + Penalty 3372.331708 = -145773.152091
  nChanged 4
		SP:Iteration 37Q (66961.890000 sec): 3 clusters
  Score: Raw -149157.560594 + Penalty 3372.331708 = -145785.228886
  nChanged 6
		SP:Iteration 38Q (66961.930000 sec): 3 clusters
  Score: Raw -149167.525216 + Penalty 3372.331708 = -145795.193509
  nChanged 2
		SP:Iteration 39Q (66961.950000 sec): 3 clusters
  Score: Raw -149170.956333 + Penalty 3372.331708 = -145798.624626
  nChanged 2
		SP:Iteration 40F (66961.990000 sec): 3 clusters
  Score: Raw -149178.756201 + Penalty 3372.331708 = -145806.424494
  nChanged 9
		SP:Iteration 41Q (66962.020000 sec): 3 clusters
  Score: Raw -149202.283454 + Penalty 3372.331708 = -145829.951747
  nChanged 12
		SP:Iteration 42Q (66962.050000 sec): 3 clusters
  Score: Raw -149236.609962 + Penalty 3372.331708 = -145864.278255
  nChanged 11
		SP:Iteration 43Q (66962.080000 sec): 3 clusters
  Score: Raw -149270.773543 + Penalty 3372.331708 = -145898.441836
  nChanged 9
		SP:Iteration 44Q (66962.110000 sec): 3 clusters
  Score: Raw -149298.872041 + Penalty 3372.331708 = -145926.540333
  nChanged 8
		SP:Iteration 45Q (66962.130000 sec): 3 clusters
  Score: Raw -149328.287903 + Penalty 3372.331708 = -145955.956196
  nChanged 8
		SP:Iteration 46Q (66962.160000 sec): 3 clusters
  Score: Raw -149350.890192 + Penalty 3372.331708 = -145978.558484
  nChanged 2
		SP:Iteration 47Q (66962.190000 sec): 3 clusters
  Score: Raw -149353.684497 + Penalty 3372.331708 = -145981.352789
  nChanged 2
		SP:Iteration 48Q (66962.220000 sec): 3 clusters
  Score: Raw -149356.563003 + Penalty 3372.331708 = -145984.231296
  nChanged 1
		SP:Iteration 49Q (66962.250000 sec): 3 clusters
  Score: Raw -149357.689447 + Penalty 3372.331708 = -145985.357739
  nChanged 0
		SP:Iteration 50F (66962.280000 sec): 3 clusters
  Score: Raw -149357.689447 + Penalty 3372.331708 = -145985.357739
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Deleting Class 66 (479 points): Lose 3035.884109 but Gain 3262.464713
Iteration 266F (67087.700000 sec): 66 clusters
  Score: Raw -91495009.629980 + Penalty 212060.206365 = -91282949.423615
  nChanged 436
Iteration 267F (67211.730000 sec): 66 clusters
  Score: Raw -91496177.798860 + Penalty 212060.206365 = -91284117.592495
  nChanged 29
Iteration 268Q (67292.700000 sec): 66 clusters
  Score: Raw -91496207.564735 + Penalty 212060.206365 = -91284147.358370
  nChanged 5
Iteration 269Q (67372.820000 sec): 66 clusters
  Score: Raw -91496212.463697 + Penalty 212060.206365 = -91284152.257333
  nChanged 2
Iteration 270Q (67454.020000 sec): 66 clusters
  Score: Raw -91496215.885237 + Penalty 212060.206365 = -91284155.678872
  nChanged 0
Iteration 271F (67576.020000 sec): 66 clusters
  Score: Raw -91496215.885237 + Penalty 212060.206365 = -91284155.678872
  nChanged 0
Compute initial score before splitting:   Score: Raw -91496215.885237 + Penalty 212060.206365 = -91284155.678872
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67576.070000 sec): 2 clusters
  Score: Raw -111511.046573 + Penalty 1587.675465 = -109923.371109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67576.260000 sec): 3 clusters
  Score: Raw -111468.493367 + Penalty 3175.350930 = -108293.142437
  nChanged 117
		SP:Iteration 1F (67576.420000 sec): 3 clusters
  Score: Raw -111724.183759 + Penalty 3175.350930 = -108548.832830
  nChanged 29
		SP:Iteration 2Q (67576.600000 sec): 3 clusters
  Score: Raw -111816.096071 + Penalty 3175.350930 = -108640.745142
  nChanged 17
		SP:Iteration 3Q (67576.770000 sec): 3 clusters
  Score: Raw -111873.321724 + Penalty 3175.350930 = -108697.970795
  nChanged 12
		SP:Iteration 4Q (67576.940000 sec): 3 clusters
  Score: Raw -111905.135108 + Penalty 3175.350930 = -108729.784178
  nChanged 5
		SP:Iteration 5Q (67576.990000 sec): 3 clusters
  Score: Raw -111917.311883 + Penalty 3175.350930 = -108741.960954
  nChanged 5
		SP:Iteration 6Q (67577.010000 sec): 3 clusters
  Score: Raw -111931.839709 + Penalty 3175.350930 = -108756.488779
  nChanged 5
		SP:Iteration 7Q (67577.020000 sec): 3 clusters
  Score: Raw -111940.557114 + Penalty 3175.350930 = -108765.206184
  nChanged 2
		SP:Iteration 8Q (67577.040000 sec): 3 clusters
  Score: Raw -111947.646714 + Penalty 3175.350930 = -108772.295785
  nChanged 3
		SP:Iteration 9Q (67577.060000 sec): 3 clusters
  Score: Raw -111955.591569 + Penalty 3175.350930 = -108780.240639
  nChanged 2
		SP:Iteration 10Q (67577.080000 sec): 3 clusters
  Score: Raw -111961.507685 + Penalty 3175.350930 = -108786.156756
  nChanged 3
		SP:Iteration 11Q (67577.110000 sec): 3 clusters
  Score: Raw -111965.600616 + Penalty 3175.350930 = -108790.249686
  nChanged 2
		SP:Iteration 12Q (67577.130000 sec): 3 clusters
  Score: Raw -111967.925475 + Penalty 3175.350930 = -108792.574545
  nChanged 3
		SP:Iteration 13Q (67577.150000 sec): 3 clusters
  Score: Raw -111972.628599 + Penalty 3175.350930 = -108797.277670
  nChanged 1
		SP:Iteration 14Q (67577.170000 sec): 3 clusters
  Score: Raw -111974.468260 + Penalty 3175.350930 = -108799.117331
  nChanged 2
		SP:Iteration 15Q (67577.200000 sec): 3 clusters
  Score: Raw -111977.095281 + Penalty 3175.350930 = -108801.744352
  nChanged 2
		SP:Iteration 16Q (67577.220000 sec): 3 clusters
  Score: Raw -111979.696491 + Penalty 3175.350930 = -108804.345561
  nChanged 1
		SP:Iteration 17Q (67577.240000 sec): 3 clusters
  Score: Raw -111981.324385 + Penalty 3175.350930 = -108805.973456
  nChanged 0
		SP:Iteration 18F (67577.260000 sec): 3 clusters
  Score: Raw -111981.324385 + Penalty 3175.350930 = -108805.973456
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 2 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67577.300000 sec): 2 clusters
  Score: Raw -34367.774686 + Penalty 1396.540522 = -32971.234164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67577.300000 sec): 3 clusters
  Score: Raw -34561.957182 + Penalty 2793.081044 = -31768.876139
  nChanged 46
		SP:Iteration 1F (67577.320000 sec): 3 clusters
  Score: Raw -34698.247121 + Penalty 2793.081044 = -31905.166077
  nChanged 20
		SP:Iteration 2F (67577.330000 sec): 3 clusters
  Score: Raw -34770.120692 + Penalty 2793.081044 = -31977.039648
  nChanged 11
		SP:Iteration 3Q (67577.340000 sec): 3 clusters
  Score: Raw -34829.387811 + Penalty 2793.081044 = -32036.306768
  nChanged 5
		SP:Iteration 4Q (67577.340000 sec): 3 clusters
  Score: Raw -34850.575952 + Penalty 2793.081044 = -32057.494909
  nChanged 2
		SP:Iteration 5Q (67577.360000 sec): 3 clusters
  Score: Raw -34855.008124 + Penalty 2793.081044 = -32061.927081
  nChanged 1
		SP:Iteration 6Q (67577.360000 sec): 3 clusters
  Score: Raw -34862.317120 + Penalty 2793.081044 = -32069.236076
  nChanged 1
		SP:Iteration 7Q (67577.370000 sec): 3 clusters
  Score: Raw -34870.528604 + Penalty 2793.081044 = -32077.447560
  nChanged 1
		SP:Iteration 8Q (67577.380000 sec): 3 clusters
  Score: Raw -34899.935434 + Penalty 2793.081044 = -32106.854390
  nChanged 1
		SP:Iteration 9Q (67577.390000 sec): 3 clusters
  Score: Raw -34900.990567 + Penalty 2793.081044 = -32107.909524
  nChanged 0
		SP:Iteration 10F (67577.400000 sec): 3 clusters
  Score: Raw -34900.990567 + Penalty 2793.081044 = -32107.909524
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 3 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67577.420000 sec): 2 clusters
  Score: Raw -39795.050187 + Penalty 1379.049044 = -38416.001142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67577.420000 sec): 3 clusters
  Score: Raw -39976.940938 + Penalty 2758.098089 = -37218.842849
  nChanged 23
		SP:Iteration 1F (67577.430000 sec): 3 clusters
  Score: Raw -40079.150149 + Penalty 2758.098089 = -37321.052060
  nChanged 7
		SP:Iteration 2Q (67577.440000 sec): 3 clusters
  Score: Raw -40120.732583 + Penalty 2758.098089 = -37362.634494
  nChanged 2
		SP:Iteration 3Q (67577.460000 sec): 3 clusters
  Score: Raw -40129.876322 + Penalty 2758.098089 = -37371.778233
  nChanged 2
		SP:Iteration 4Q (67577.460000 sec): 3 clusters
  Score: Raw -40138.487249 + Penalty 2758.098089 = -37380.389160
  nChanged 1
		SP:Iteration 5Q (67577.470000 sec): 3 clusters
  Score: Raw -40140.408671 + Penalty 2758.098089 = -37382.310582
  nChanged 0
		SP:Iteration 6F (67577.480000 sec): 3 clusters
  Score: Raw -40140.408671 + Penalty 2758.098089 = -37382.310582
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67577.520000 sec): 2 clusters
  Score: Raw -171657.408359 + Penalty 1717.303874 = -169940.104485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67577.550000 sec): 3 clusters
  Score: Raw -171426.210861 + Penalty 3434.607748 = -167991.603112
  nChanged 250
		SP:Iteration 1F (67577.580000 sec): 3 clusters
  Score: Raw -171706.110114 + Penalty 3434.607748 = -168271.502365
  nChanged 68
		SP:Iteration 2F (67577.610000 sec): 3 clusters
  Score: Raw -171797.926418 + Penalty 3434.607748 = -168363.318669
  nChanged 37
		SP:Iteration 3Q (67577.640000 sec): 3 clusters
  Score: Raw -171852.637918 + Penalty 3434.607748 = -168418.030170
  nChanged 23
		SP:Iteration 4Q (67577.680000 sec): 3 clusters
  Score: Raw -171879.595950 + Penalty 3434.607748 = -168444.988202
  nChanged 7
		SP:Iteration 5Q (67577.710000 sec): 3 clusters
  Score: Raw -171888.449132 + Penalty 3434.607748 = -168453.841384
  nChanged 9
		SP:Iteration 6Q (67577.740000 sec): 3 clusters
  Score: Raw -171899.760829 + Penalty 3434.607748 = -168465.153080
  nChanged 7
		SP:Iteration 7Q (67577.770000 sec): 3 clusters
  Score: Raw -171908.067940 + Penalty 3434.607748 = -168473.460191
  nChanged 8
		SP:Iteration 8Q (67577.800000 sec): 3 clusters
  Score: Raw -171916.303336 + Penalty 3434.607748 = -168481.695588
  nChanged 4
		SP:Iteration 9Q (67577.830000 sec): 3 clusters
  Score: Raw -171921.697472 + Penalty 3434.607748 = -168487.089723
  nChanged 4
		SP:Iteration 10Q (67577.860000 sec): 3 clusters
  Score: Raw -171929.502942 + Penalty 3434.607748 = -168494.895194
  nChanged 4
		SP:Iteration 11Q (67577.890000 sec): 3 clusters
  Score: Raw -171935.057589 + Penalty 3434.607748 = -168500.449841
  nChanged 8
		SP:Iteration 12Q (67577.930000 sec): 3 clusters
  Score: Raw -171942.635427 + Penalty 3434.607748 = -168508.027678
  nChanged 4
		SP:Iteration 13Q (67577.960000 sec): 3 clusters
  Score: Raw -171945.895668 + Penalty 3434.607748 = -168511.287919
  nChanged 3
		SP:Iteration 14Q (67577.990000 sec): 3 clusters
  Score: Raw -171948.578120 + Penalty 3434.607748 = -168513.970372
  nChanged 6
		SP:Iteration 15Q (67578.020000 sec): 3 clusters
  Score: Raw -171956.940647 + Penalty 3434.607748 = -168522.332899
  nChanged 6
		SP:Iteration 16Q (67578.050000 sec): 3 clusters
  Score: Raw -171962.040791 + Penalty 3434.607748 = -168527.433042
  nChanged 3
		SP:Iteration 17Q (67578.080000 sec): 3 clusters
  Score: Raw -171965.549007 + Penalty 3434.607748 = -168530.941258
  nChanged 2
		SP:Iteration 18Q (67578.110000 sec): 3 clusters
  Score: Raw -171970.299937 + Penalty 3434.607748 = -168535.692189
  nChanged 5
		SP:Iteration 19Q (67578.140000 sec): 3 clusters
  Score: Raw -171975.293451 + Penalty 3434.607748 = -168540.685702
  nChanged 3
		SP:Iteration 20F (67578.170000 sec): 3 clusters
  Score: Raw -171977.582036 + Penalty 3434.607748 = -168542.974288
  nChanged 1
		SP:Iteration 21Q (67578.210000 sec): 3 clusters
  Score: Raw -171978.395004 + Penalty 3434.607748 = -168543.787256
  nChanged 1
		SP:Iteration 22Q (67578.230000 sec): 3 clusters
  Score: Raw -171979.604723 + Penalty 3434.607748 = -168544.996974
  nChanged 0
		SP:Iteration 23F (67578.270000 sec): 3 clusters
  Score: Raw -171979.604723 + Penalty 3434.607748 = -168544.996974
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 5 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67578.290000 sec): 2 clusters
  Score: Raw -38023.663419 + Penalty 1357.123127 = -36666.540292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67578.310000 sec): 3 clusters
  Score: Raw -38221.795440 + Penalty 2714.246254 = -35507.549185
  nChanged 30
		SP:Iteration 1F (67578.310000 sec): 3 clusters
  Score: Raw -38321.628002 + Penalty 2714.246254 = -35607.381748
  nChanged 10
		SP:Iteration 2Q (67578.320000 sec): 3 clusters
  Score: Raw -38347.629304 + Penalty 2714.246254 = -35633.383050
  nChanged 3
		SP:Iteration 3Q (67578.330000 sec): 3 clusters
  Score: Raw -38353.879066 + Penalty 2714.246254 = -35639.632812
  nChanged 3
		SP:Iteration 4Q (67578.330000 sec): 3 clusters
  Score: Raw -38359.223915 + Penalty 2714.246254 = -35644.977661
  nChanged 1
		SP:Iteration 5Q (67578.350000 sec): 3 clusters
  Score: Raw -38360.383728 + Penalty 2714.246254 = -35646.137474
  nChanged 1
		SP:Iteration 6Q (67578.360000 sec): 3 clusters
  Score: Raw -38368.256609 + Penalty 2714.246254 = -35654.010355
  nChanged 0
		SP:Iteration 7F (67578.370000 sec): 3 clusters
  Score: Raw -38368.256609 + Penalty 2714.246254 = -35654.010355
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 6 (421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67578.390000 sec): 2 clusters
  Score: Raw -68665.028106 + Penalty 1498.572943 = -67166.455163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67578.410000 sec): 3 clusters
  Score: Raw -68742.010689 + Penalty 2997.145886 = -65744.864804
  nChanged 76
		SP:Iteration 1F (67578.430000 sec): 3 clusters
  Score: Raw -68912.391969 + Penalty 2997.145886 = -65915.246083
  nChanged 27
		SP:Iteration 2F (67578.530000 sec): 3 clusters
  Score: Raw -68978.696646 + Penalty 2997.145886 = -65981.550760
  nChanged 12
		SP:Iteration 3Q (67578.550000 sec): 3 clusters
  Score: Raw -69010.042523 + Penalty 2997.145886 = -66012.896638
  nChanged 8
		SP:Iteration 4Q (67578.560000 sec): 3 clusters
  Score: Raw -69035.439494 + Penalty 2997.145886 = -66038.293608
  nChanged 7
		SP:Iteration 5Q (67578.580000 sec): 3 clusters
  Score: Raw -69065.903950 + Penalty 2997.145886 = -66068.758065
  nChanged 5
		SP:Iteration 6Q (67578.590000 sec): 3 clusters
  Score: Raw -69077.250362 + Penalty 2997.145886 = -66080.104476
  nChanged 0
		SP:Iteration 7F (67578.610000 sec): 3 clusters
  Score: Raw -69077.250362 + Penalty 2997.145886 = -66080.104476
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (3745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67578.680000 sec): 2 clusters
  Score: Raw -660421.659655 + Penalty 2040.587870 = -658381.071784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67578.770000 sec): 3 clusters
  Score: Raw -658730.028932 + Penalty 4081.175740 = -654648.853192
  nChanged 1359
		SP:Iteration 1F (67578.860000 sec): 3 clusters
  Score: Raw -659570.896781 + Penalty 4081.175740 = -655489.721041
  nChanged 308
		SP:Iteration 2F (67579.030000 sec): 3 clusters
  Score: Raw -659757.307451 + Penalty 4081.175740 = -655676.131710
  nChanged 167
		SP:Iteration 3Q (67579.210000 sec): 3 clusters
  Score: Raw -659847.463637 + Penalty 4081.175740 = -655766.287897
  nChanged 109
		SP:Iteration 4Q (67579.390000 sec): 3 clusters
  Score: Raw -659896.758887 + Penalty 4081.175740 = -655815.583147
  nChanged 72
		SP:Iteration 5Q (67579.560000 sec): 3 clusters
  Score: Raw -659933.348936 + Penalty 4081.175740 = -655852.173196
  nChanged 73
		SP:Iteration 6Q (67579.740000 sec): 3 clusters
  Score: Raw -659964.775263 + Penalty 4081.175740 = -655883.599522
  nChanged 47
		SP:Iteration 7Q (67579.910000 sec): 3 clusters
  Score: Raw -659991.029419 + Penalty 4081.175740 = -655909.853679
  nChanged 40
		SP:Iteration 8Q (67580.090000 sec): 3 clusters
  Score: Raw -660007.506329 + Penalty 4081.175740 = -655926.330588
  nChanged 36
		SP:Iteration 9Q (67580.260000 sec): 3 clusters
  Score: Raw -660023.152537 + Penalty 4081.175740 = -655941.976797
  nChanged 37
		SP:Iteration 10Q (67580.440000 sec): 3 clusters
  Score: Raw -660038.956146 + Penalty 4081.175740 = -655957.780406
  nChanged 39
		SP:Iteration 11Q (67580.610000 sec): 3 clusters
  Score: Raw -660057.052978 + Penalty 4081.175740 = -655975.877238
  nChanged 32
		SP:Iteration 12Q (67580.790000 sec): 3 clusters
  Score: Raw -660070.850208 + Penalty 4081.175740 = -655989.674467
  nChanged 23
		SP:Iteration 13Q (67580.970000 sec): 3 clusters
  Score: Raw -660078.726402 + Penalty 4081.175740 = -655997.550661
  nChanged 19
		SP:Iteration 14Q (67581.140000 sec): 3 clusters
  Score: Raw -660084.240814 + Penalty 4081.175740 = -656003.065073
  nChanged 12
		SP:Iteration 15Q (67581.320000 sec): 3 clusters
  Score: Raw -660087.605676 + Penalty 4081.175740 = -656006.429936
  nChanged 5
		SP:Iteration 16Q (67581.490000 sec): 3 clusters
  Score: Raw -660089.293846 + Penalty 4081.175740 = -656008.118106
  nChanged 3
		SP:Iteration 17Q (67581.670000 sec): 3 clusters
  Score: Raw -660090.430118 + Penalty 4081.175740 = -656009.254377
  nChanged 5
		SP:Iteration 18Q (67581.850000 sec): 3 clusters
  Score: Raw -660091.801306 + Penalty 4081.175740 = -656010.625565
  nChanged 3
		SP:Iteration 19Q (67582.020000 sec): 3 clusters
  Score: Raw -660093.384826 + Penalty 4081.175740 = -656012.209086
  nChanged 6
		SP:Iteration 20F (67582.200000 sec): 3 clusters
  Score: Raw -660095.678874 + Penalty 4081.175740 = -656014.503133
  nChanged 4
		SP:Iteration 21Q (67582.370000 sec): 3 clusters
  Score: Raw -660097.369847 + Penalty 4081.175740 = -656016.194107
  nChanged 6
		SP:Iteration 22Q (67582.550000 sec): 3 clusters
  Score: Raw -660098.991518 + Penalty 4081.175740 = -656017.815778
  nChanged 2
		SP:Iteration 23Q (67582.720000 sec): 3 clusters
  Score: Raw -660099.640953 + Penalty 4081.175740 = -656018.465212
  nChanged 2
		SP:Iteration 24Q (67582.900000 sec): 3 clusters
  Score: Raw -660099.935873 + Penalty 4081.175740 = -656018.760133
  nChanged 1
		SP:Iteration 25Q (67583.070000 sec): 3 clusters
  Score: Raw -660100.204423 + Penalty 4081.175740 = -656019.028682
  nChanged 0
		SP:Iteration 26F (67583.250000 sec): 3 clusters
  Score: Raw -660100.204423 + Penalty 4081.175740 = -656019.028682
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 8 (95280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67584.000000 sec): 2 clusters
  Score: Raw -16975205.765899 + Penalty 2843.214651 = -16972362.551248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67585.030000 sec): 3 clusters
  Score: Raw -16914440.019179 + Penalty 5686.429301 = -16908753.589878
  nChanged 45020
		SP:Iteration 1F (67586.010000 sec): 3 clusters
  Score: Raw -16940017.956855 + Penalty 5686.429301 = -16934331.527554
  nChanged 3375
		SP:Iteration 2Q (67587.110000 sec): 3 clusters
  Score: Raw -16940902.238459 + Penalty 5686.429301 = -16935215.809157
  nChanged 3473
		SP:Iteration 3Q (67588.200000 sec): 3 clusters
  Score: Raw -16941878.382173 + Penalty 5686.429301 = -16936191.952872
  nChanged 3571
		SP:Iteration 4Q (67589.290000 sec): 3 clusters
  Score: Raw -16943014.313148 + Penalty 5686.429301 = -16937327.883847
  nChanged 3905
		SP:Iteration 5Q (67590.370000 sec): 3 clusters
  Score: Raw -16944387.709188 + Penalty 5686.429301 = -16938701.279887
  nChanged 4321
		SP:Iteration 6Q (67591.450000 sec): 3 clusters
  Score: Raw -16946064.383314 + Penalty 5686.429301 = -16940377.954013
  nChanged 4716
		SP:Iteration 7Q (67592.530000 sec): 3 clusters
  Score: Raw -16948094.895220 + Penalty 5686.429301 = -16942408.465919
  nChanged 5076
		SP:Iteration 8F (67593.610000 sec): 3 clusters
  Score: Raw -16950615.630744 + Penalty 5686.429301 = -16944929.201442
  nChanged 5307
		SP:Iteration 9F (67594.660000 sec): 3 clusters
  Score: Raw -16953622.594164 + Penalty 5686.429301 = -16947936.164863
  nChanged 5170
		SP:Iteration 10F (67595.750000 sec): 3 clusters
  Score: Raw -16957095.555328 + Penalty 5686.429301 = -16951409.126026
  nChanged 4646
		SP:Iteration 11Q (67596.880000 sec): 3 clusters
  Score: Raw -16960705.798890 + Penalty 5686.429301 = -16955019.369589
  nChanged 3921
		SP:Iteration 12Q (67597.970000 sec): 3 clusters
  Score: Raw -16963913.100376 + Penalty 5686.429301 = -16958226.671075
  nChanged 3121
		SP:Iteration 13Q (67599.030000 sec): 3 clusters
  Score: Raw -16966143.673692 + Penalty 5686.429301 = -16960457.244391
  nChanged 2369
		SP:Iteration 14Q (67600.040000 sec): 3 clusters
  Score: Raw -16967575.881184 + Penalty 5686.429301 = -16961889.451883
  nChanged 1885
		SP:Iteration 15Q (67601.050000 sec): 3 clusters
  Score: Raw -16968558.819046 + Penalty 5686.429301 = -16962872.389745
  nChanged 1723
		SP:Iteration 16Q (67602.070000 sec): 3 clusters
  Score: Raw -16969424.063880 + Penalty 5686.429301 = -16963737.634579
  nChanged 1601
		SP:Iteration 17Q (67603.040000 sec): 3 clusters
  Score: Raw -16970188.416894 + Penalty 5686.429301 = -16964501.987592
  nChanged 1428
		SP:Iteration 18Q (67604.020000 sec): 3 clusters
  Score: Raw -16970869.544784 + Penalty 5686.429301 = -16965183.115483
  nChanged 1320
		SP:Iteration 19Q (67604.950000 sec): 3 clusters
  Score: Raw -16971481.516748 + Penalty 5686.429301 = -16965795.087447
  nChanged 1191
		SP:Iteration 20F (67606.060000 sec): 3 clusters
  Score: Raw -16972029.903641 + Penalty 5686.429301 = -16966343.474340
  nChanged 1038
		SP:Iteration 21Q (67606.920000 sec): 3 clusters
  Score: Raw -16972517.423649 + Penalty 5686.429301 = -16966830.994348
  nChanged 958
		SP:Iteration 22Q (67607.780000 sec): 3 clusters
  Score: Raw -16972968.746650 + Penalty 5686.429301 = -16967282.317349
  nChanged 842
		SP:Iteration 23Q (67608.690000 sec): 3 clusters
  Score: Raw -16973368.382120 + Penalty 5686.429301 = -16967681.952819
  nChanged 756
		SP:Iteration 24Q (67609.550000 sec): 3 clusters
  Score: Raw -16973716.929074 + Penalty 5686.429301 = -16968030.499773
  nChanged 634
		SP:Iteration 25Q (67610.420000 sec): 3 clusters
  Score: Raw -16973995.743108 + Penalty 5686.429301 = -16968309.313807
  nChanged 535
		SP:Iteration 26Q (67611.240000 sec): 3 clusters
  Score: Raw -16974219.036399 + Penalty 5686.429301 = -16968532.607098
  nChanged 432
		SP:Iteration 27Q (67612.110000 sec): 3 clusters
  Score: Raw -16974395.748932 + Penalty 5686.429301 = -16968709.319631
  nChanged 399
		SP:Iteration 28Q (67612.960000 sec): 3 clusters
  Score: Raw -16974561.544497 + Penalty 5686.429301 = -16968875.115196
  nChanged 356
		SP:Iteration 29Q (67613.900000 sec): 3 clusters
  Score: Raw -16974705.288623 + Penalty 5686.429301 = -16969018.859322
  nChanged 306
		SP:Iteration 30Q (67614.790000 sec): 3 clusters
  Score: Raw -16974821.136291 + Penalty 5686.429301 = -16969134.706990
  nChanged 247
		SP:Iteration 31Q (67615.730000 sec): 3 clusters
  Score: Raw -16974912.693230 + Penalty 5686.429301 = -16969226.263928
  nChanged 205
		SP:Iteration 32Q (67616.620000 sec): 3 clusters
  Score: Raw -16974986.457410 + Penalty 5686.429301 = -16969300.028109
  nChanged 174
		SP:Iteration 33Q (67617.520000 sec): 3 clusters
  Score: Raw -16975044.540308 + Penalty 5686.429301 = -16969358.111007
  nChanged 154
		SP:Iteration 34Q (67618.410000 sec): 3 clusters
  Score: Raw -16975098.944865 + Penalty 5686.429301 = -16969412.515564
  nChanged 152
		SP:Iteration 35Q (67619.300000 sec): 3 clusters
  Score: Raw -16975150.771050 + Penalty 5686.429301 = -16969464.341749
  nChanged 120
		SP:Iteration 36Q (67620.190000 sec): 3 clusters
  Score: Raw -16975195.515229 + Penalty 5686.429301 = -16969509.085928
  nChanged 94
		SP:Iteration 37Q (67621.090000 sec): 3 clusters
  Score: Raw -16975227.479216 + Penalty 5686.429301 = -16969541.049915
  nChanged 84
		SP:Iteration 38Q (67621.980000 sec): 3 clusters
  Score: Raw -16975253.696970 + Penalty 5686.429301 = -16969567.267668
  nChanged 86
		SP:Iteration 39Q (67622.810000 sec): 3 clusters
  Score: Raw -16975281.113439 + Penalty 5686.429301 = -16969594.684137
  nChanged 71
		SP:Iteration 40F (67623.800000 sec): 3 clusters
  Score: Raw -16975305.388965 + Penalty 5686.429301 = -16969618.959664
  nChanged 70
		SP:Iteration 41Q (67624.690000 sec): 3 clusters
  Score: Raw -16975330.076036 + Penalty 5686.429301 = -16969643.646735
  nChanged 49
		SP:Iteration 42Q (67625.440000 sec): 3 clusters
  Score: Raw -16975346.095175 + Penalty 5686.429301 = -16969659.665874
  nChanged 52
		SP:Iteration 43Q (67626.280000 sec): 3 clusters
  Score: Raw -16975364.985594 + Penalty 5686.429301 = -16969678.556293
  nChanged 44
		SP:Iteration 44Q (67627.170000 sec): 3 clusters
  Score: Raw -16975378.985895 + Penalty 5686.429301 = -16969692.556594
  nChanged 40
		SP:Iteration 45Q (67628.030000 sec): 3 clusters
  Score: Raw -16975390.082930 + Penalty 5686.429301 = -16969703.653629
  nChanged 45
		SP:Iteration 46Q (67628.920000 sec): 3 clusters
  Score: Raw -16975405.351820 + Penalty 5686.429301 = -16969718.922519
  nChanged 52
		SP:Iteration 47Q (67629.780000 sec): 3 clusters
  Score: Raw -16975422.406087 + Penalty 5686.429301 = -16969735.976785
  nChanged 47
		SP:Iteration 48Q (67630.680000 sec): 3 clusters
  Score: Raw -16975436.467216 + Penalty 5686.429301 = -16969750.037915
  nChanged 42
		SP:Iteration 49Q (67631.530000 sec): 3 clusters
  Score: Raw -16975450.963214 + Penalty 5686.429301 = -16969764.533913
  nChanged 44
		SP:Iteration 50Q (67632.320000 sec): 3 clusters
  Score: Raw -16975467.045037 + Penalty 5686.429301 = -16969780.615736
  nChanged 33
		SP:Iteration 51Q (67633.070000 sec): 3 clusters
  Score: Raw -16975477.511424 + Penalty 5686.429301 = -16969791.082123
  nChanged 36
		SP:Iteration 52Q (67633.980000 sec): 3 clusters
  Score: Raw -16975489.675000 + Penalty 5686.429301 = -16969803.245699
  nChanged 30
		SP:Iteration 53Q (67634.880000 sec): 3 clusters
  Score: Raw -16975499.223982 + Penalty 5686.429301 = -16969812.794681
  nChanged 26
		SP:Iteration 54Q (67635.760000 sec): 3 clusters
  Score: Raw -16975508.531614 + Penalty 5686.429301 = -16969822.102313
  nChanged 28
		SP:Iteration 55Q (67636.660000 sec): 3 clusters
  Score: Raw -16975519.670105 + Penalty 5686.429301 = -16969833.240804
  nChanged 24
		SP:Iteration 56Q (67637.510000 sec): 3 clusters
  Score: Raw -16975527.641551 + Penalty 5686.429301 = -16969841.212250
  nChanged 15
		SP:Iteration 57Q (67638.420000 sec): 3 clusters
  Score: Raw -16975532.517178 + Penalty 5686.429301 = -16969846.087877
  nChanged 11
		SP:Iteration 58Q (67639.320000 sec): 3 clusters
  Score: Raw -16975536.057076 + Penalty 5686.429301 = -16969849.627775
  nChanged 17
		SP:Iteration 59Q (67640.210000 sec): 3 clusters
  Score: Raw -16975543.663477 + Penalty 5686.429301 = -16969857.234176
  nChanged 16
		SP:Iteration 60F (67641.250000 sec): 3 clusters
  Score: Raw -16975549.790875 + Penalty 5686.429301 = -16969863.361574
  nChanged 15
		SP:Iteration 61Q (67642.140000 sec): 3 clusters
  Score: Raw -16975556.068562 + Penalty 5686.429301 = -16969869.639260
  nChanged 11
		SP:Iteration 62Q (67643.050000 sec): 3 clusters
  Score: Raw -16975559.250541 + Penalty 5686.429301 = -16969872.821240
  nChanged 7
		SP:Iteration 63Q (67643.900000 sec): 3 clusters
  Score: Raw -16975561.248833 + Penalty 5686.429301 = -16969874.819532
  nChanged 9
		SP:Iteration 64Q (67644.800000 sec): 3 clusters
  Score: Raw -16975564.179739 + Penalty 5686.429301 = -16969877.750438
  nChanged 9
		SP:Iteration 65Q (67645.610000 sec): 3 clusters
  Score: Raw -16975566.725637 + Penalty 5686.429301 = -16969880.296336
  nChanged 9
		SP:Iteration 66Q (67646.430000 sec): 3 clusters
  Score: Raw -16975569.620453 + Penalty 5686.429301 = -16969883.191152
  nChanged 11
		SP:Iteration 67Q (67647.240000 sec): 3 clusters
  Score: Raw -16975571.953640 + Penalty 5686.429301 = -16969885.524339
  nChanged 6
		SP:Iteration 68Q (67648.060000 sec): 3 clusters
  Score: Raw -16975573.216049 + Penalty 5686.429301 = -16969886.786748
  nChanged 2
		SP:Iteration 69Q (67648.880000 sec): 3 clusters
  Score: Raw -16975573.762436 + Penalty 5686.429301 = -16969887.333135
  nChanged 1
		SP:Iteration 70Q (67649.660000 sec): 3 clusters
  Score: Raw -16975574.364542 + Penalty 5686.429301 = -16969887.935241
  nChanged 2
		SP:Iteration 71Q (67650.450000 sec): 3 clusters
  Score: Raw -16975575.119451 + Penalty 5686.429301 = -16969888.690150
  nChanged 3
		SP:Iteration 72Q (67651.200000 sec): 3 clusters
  Score: Raw -16975575.955690 + Penalty 5686.429301 = -16969889.526389
  nChanged 1
		SP:Iteration 73Q (67652.060000 sec): 3 clusters
  Score: Raw -16975576.129660 + Penalty 5686.429301 = -16969889.700359
  nChanged 0
		SP:Iteration 74F (67653.100000 sec): 3 clusters
  Score: Raw -16975576.129660 + Penalty 5686.429301 = -16969889.700359
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (20192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67653.280000 sec): 2 clusters
  Score: Raw -3475502.839320 + Penalty 2458.434358 = -3473044.404962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67653.590000 sec): 3 clusters
  Score: Raw -3463778.187012 + Penalty 4916.868716 = -3458861.318297
  nChanged 8807
		SP:Iteration 1F (67653.940000 sec): 3 clusters
  Score: Raw -3468582.734431 + Penalty 4916.868716 = -3463665.865715
  nChanged 1184
		SP:Iteration 2F (67654.320000 sec): 3 clusters
  Score: Raw -3469166.291331 + Penalty 4916.868716 = -3464249.422615
  nChanged 1221
		SP:Iteration 3F (67654.660000 sec): 3 clusters
  Score: Raw -3469999.938295 + Penalty 4916.868716 = -3465083.069580
  nChanged 1409
		SP:Iteration 4F (67655.040000 sec): 3 clusters
  Score: Raw -3471326.017227 + Penalty 4916.868716 = -3466409.148511
  nChanged 1640
		SP:Iteration 5F (67655.380000 sec): 3 clusters
  Score: Raw -3473122.901174 + Penalty 4916.868716 = -3468206.032458
  nChanged 1617
		SP:Iteration 6F (67655.730000 sec): 3 clusters
  Score: Raw -3474651.881056 + Penalty 4916.868716 = -3469735.012340
  nChanged 1348
		SP:Iteration 7F (67656.060000 sec): 3 clusters
  Score: Raw -3475559.102178 + Penalty 4916.868716 = -3470642.233463
  nChanged 928
		SP:Iteration 8Q (67656.410000 sec): 3 clusters
  Score: Raw -3475999.171994 + Penalty 4916.868716 = -3471082.303278
  nChanged 558
		SP:Iteration 9Q (67656.780000 sec): 3 clusters
  Score: Raw -3476184.511632 + Penalty 4916.868716 = -3471267.642916
  nChanged 396
		SP:Iteration 10Q (67657.090000 sec): 3 clusters
  Score: Raw -3476292.120473 + Penalty 4916.868716 = -3471375.251757
  nChanged 266
		SP:Iteration 11Q (67657.460000 sec): 3 clusters
  Score: Raw -3476354.745009 + Penalty 4916.868716 = -3471437.876294
  nChanged 226
		SP:Iteration 12Q (67657.840000 sec): 3 clusters
  Score: Raw -3476398.514560 + Penalty 4916.868716 = -3471481.645844
  nChanged 180
		SP:Iteration 13Q (67658.180000 sec): 3 clusters
  Score: Raw -3476431.173515 + Penalty 4916.868716 = -3471514.304799
  nChanged 144
		SP:Iteration 14Q (67658.520000 sec): 3 clusters
  Score: Raw -3476454.295510 + Penalty 4916.868716 = -3471537.426794
  nChanged 146
		SP:Iteration 15Q (67658.860000 sec): 3 clusters
  Score: Raw -3476481.817581 + Penalty 4916.868716 = -3471564.948865
  nChanged 166
		SP:Iteration 16Q (67659.190000 sec): 3 clusters
  Score: Raw -3476512.536999 + Penalty 4916.868716 = -3471595.668283
  nChanged 175
		SP:Iteration 17Q (67659.480000 sec): 3 clusters
  Score: Raw -3476547.821271 + Penalty 4916.868716 = -3471630.952556
  nChanged 165
		SP:Iteration 18Q (67659.860000 sec): 3 clusters
  Score: Raw -3476578.605412 + Penalty 4916.868716 = -3471661.736697
  nChanged 172
		SP:Iteration 19Q (67660.180000 sec): 3 clusters
  Score: Raw -3476614.625157 + Penalty 4916.868716 = -3471697.756441
  nChanged 188
		SP:Iteration 20F (67660.530000 sec): 3 clusters
  Score: Raw -3476654.692464 + Penalty 4916.868716 = -3471737.823748
  nChanged 206
		SP:Iteration 21Q (67660.870000 sec): 3 clusters
  Score: Raw -3476699.406242 + Penalty 4916.868716 = -3471782.537526
  nChanged 194
		SP:Iteration 22Q (67661.210000 sec): 3 clusters
  Score: Raw -3476741.699152 + Penalty 4916.868716 = -3471824.830436
  nChanged 203
		SP:Iteration 23Q (67661.550000 sec): 3 clusters
  Score: Raw -3476779.409544 + Penalty 4916.868716 = -3471862.540828
  nChanged 177
		SP:Iteration 24Q (67661.880000 sec): 3 clusters
  Score: Raw -3476814.388259 + Penalty 4916.868716 = -3471897.519544
  nChanged 187
		SP:Iteration 25Q (67662.220000 sec): 3 clusters
  Score: Raw -3476851.616213 + Penalty 4916.868716 = -3471934.747497
  nChanged 183
		SP:Iteration 26Q (67662.570000 sec): 3 clusters
  Score: Raw -3476890.332385 + Penalty 4916.868716 = -3471973.463670
  nChanged 194
		SP:Iteration 27Q (67662.910000 sec): 3 clusters
  Score: Raw -3476928.309613 + Penalty 4916.868716 = -3472011.440897
  nChanged 213
		SP:Iteration 28Q (67663.260000 sec): 3 clusters
  Score: Raw -3476975.602156 + Penalty 4916.868716 = -3472058.733440
  nChanged 221
		SP:Iteration 29Q (67663.600000 sec): 3 clusters
  Score: Raw -3477026.011671 + Penalty 4916.868716 = -3472109.142955
  nChanged 197
		SP:Iteration 30Q (67663.940000 sec): 3 clusters
  Score: Raw -3477064.765948 + Penalty 4916.868716 = -3472147.897232
  nChanged 181
		SP:Iteration 31Q (67664.320000 sec): 3 clusters
  Score: Raw -3477102.113934 + Penalty 4916.868716 = -3472185.245219
  nChanged 179
		SP:Iteration 32Q (67664.670000 sec): 3 clusters
  Score: Raw -3477138.651327 + Penalty 4916.868716 = -3472221.782612
  nChanged 161
		SP:Iteration 33Q (67665.000000 sec): 3 clusters
  Score: Raw -3477168.125487 + Penalty 4916.868716 = -3472251.256772
  nChanged 127
		SP:Iteration 34Q (67665.350000 sec): 3 clusters
  Score: Raw -3477187.402638 + Penalty 4916.868716 = -3472270.533923
  nChanged 119
		SP:Iteration 35Q (67665.690000 sec): 3 clusters
  Score: Raw -3477208.074788 + Penalty 4916.868716 = -3472291.206072
  nChanged 102
		SP:Iteration 36Q (67666.040000 sec): 3 clusters
  Score: Raw -3477221.988746 + Penalty 4916.868716 = -3472305.120031
  nChanged 94
		SP:Iteration 37Q (67666.300000 sec): 3 clusters
  Score: Raw -3477236.035404 + Penalty 4916.868716 = -3472319.166688
  nChanged 102
		SP:Iteration 38Q (67666.580000 sec): 3 clusters
  Score: Raw -3477249.573995 + Penalty 4916.868716 = -3472332.705279
  nChanged 85
		SP:Iteration 39Q (67666.900000 sec): 3 clusters
  Score: Raw -3477259.182537 + Penalty 4916.868716 = -3472342.313822
  nChanged 65
		SP:Iteration 40F (67667.240000 sec): 3 clusters
  Score: Raw -3477267.360946 + Penalty 4916.868716 = -3472350.492230
  nChanged 76
		SP:Iteration 41Q (67667.580000 sec): 3 clusters
  Score: Raw -3477276.870824 + Penalty 4916.868716 = -3472360.002109
  nChanged 69
		SP:Iteration 42Q (67667.970000 sec): 3 clusters
  Score: Raw -3477284.540472 + Penalty 4916.868716 = -3472367.671756
  nChanged 63
		SP:Iteration 43Q (67668.310000 sec): 3 clusters
  Score: Raw -3477292.053024 + Penalty 4916.868716 = -3472375.184308
  nChanged 61
		SP:Iteration 44Q (67668.560000 sec): 3 clusters
  Score: Raw -3477298.825558 + Penalty 4916.868716 = -3472381.956842
  nChanged 54
		SP:Iteration 45Q (67668.920000 sec): 3 clusters
  Score: Raw -3477304.914833 + Penalty 4916.868716 = -3472388.046117
  nChanged 52
		SP:Iteration 46Q (67669.260000 sec): 3 clusters
  Score: Raw -3477310.866729 + Penalty 4916.868716 = -3472393.998013
  nChanged 51
		SP:Iteration 47Q (67669.600000 sec): 3 clusters
  Score: Raw -3477315.943292 + Penalty 4916.868716 = -3472399.074576
  nChanged 50
		SP:Iteration 48Q (67669.940000 sec): 3 clusters
  Score: Raw -3477322.002810 + Penalty 4916.868716 = -3472405.134094
  nChanged 48
		SP:Iteration 49Q (67670.270000 sec): 3 clusters
  Score: Raw -3477328.073451 + Penalty 4916.868716 = -3472411.204735
  nChanged 44
		SP:Iteration 50Q (67670.600000 sec): 3 clusters
  Score: Raw -3477332.486453 + Penalty 4916.868716 = -3472415.617737
  nChanged 35
		SP:Iteration 51Q (67670.930000 sec): 3 clusters
  Score: Raw -3477336.845887 + Penalty 4916.868716 = -3472419.977171
  nChanged 47
		SP:Iteration 52Q (67671.250000 sec): 3 clusters
  Score: Raw -3477343.328269 + Penalty 4916.868716 = -3472426.459553
  nChanged 49
		SP:Iteration 53Q (67671.600000 sec): 3 clusters
  Score: Raw -3477349.408900 + Penalty 4916.868716 = -3472432.540184
  nChanged 43
		SP:Iteration 54Q (67671.940000 sec): 3 clusters
  Score: Raw -3477355.291489 + Penalty 4916.868716 = -3472438.422773
  nChanged 43
		SP:Iteration 55Q (67672.280000 sec): 3 clusters
  Score: Raw -3477360.716754 + Penalty 4916.868716 = -3472443.848038
  nChanged 36
		SP:Iteration 56Q (67672.620000 sec): 3 clusters
  Score: Raw -3477365.324594 + Penalty 4916.868716 = -3472448.455878
  nChanged 29
		SP:Iteration 57Q (67672.960000 sec): 3 clusters
  Score: Raw -3477368.484857 + Penalty 4916.868716 = -3472451.616141
  nChanged 24
		SP:Iteration 58Q (67673.300000 sec): 3 clusters
  Score: Raw -3477371.377020 + Penalty 4916.868716 = -3472454.508305
  nChanged 22
		SP:Iteration 59Q (67673.600000 sec): 3 clusters
  Score: Raw -3477373.928799 + Penalty 4916.868716 = -3472457.060083
  nChanged 25
		SP:Iteration 60F (67673.950000 sec): 3 clusters
  Score: Raw -3477376.662638 + Penalty 4916.868716 = -3472459.793923
  nChanged 18
		SP:Iteration 61Q (67674.290000 sec): 3 clusters
  Score: Raw -3477378.640392 + Penalty 4916.868716 = -3472461.771677
  nChanged 15
		SP:Iteration 62Q (67674.630000 sec): 3 clusters
  Score: Raw -3477379.833767 + Penalty 4916.868716 = -3472462.965051
  nChanged 8
		SP:Iteration 63Q (67675.010000 sec): 3 clusters
  Score: Raw -3477380.354628 + Penalty 4916.868716 = -3472463.485913
  nChanged 4
		SP:Iteration 64Q (67675.310000 sec): 3 clusters
  Score: Raw -3477380.836955 + Penalty 4916.868716 = -3472463.968239
  nChanged 6
		SP:Iteration 65Q (67675.650000 sec): 3 clusters
  Score: Raw -3477381.254482 + Penalty 4916.868716 = -3472464.385766
  nChanged 4
		SP:Iteration 66Q (67675.990000 sec): 3 clusters
  Score: Raw -3477381.448582 + Penalty 4916.868716 = -3472464.579867
  nChanged 2
		SP:Iteration 67Q (67676.370000 sec): 3 clusters
  Score: Raw -3477381.658555 + Penalty 4916.868716 = -3472464.789839
  nChanged 1
		SP:Iteration 68Q (67676.680000 sec): 3 clusters
  Score: Raw -3477381.763107 + Penalty 4916.868716 = -3472464.894391
  nChanged 0
		SP:Iteration 69F (67677.020000 sec): 3 clusters
  Score: Raw -3477381.763107 + Penalty 4916.868716 = -3472464.894391
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 10 (409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67677.120000 sec): 2 clusters
  Score: Raw -60668.434467 + Penalty 1491.401359 = -59177.033108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67677.290000 sec): 3 clusters
  Score: Raw -60740.448833 + Penalty 2982.802717 = -57757.646116
  nChanged 57
		SP:Iteration 1F (67677.470000 sec): 3 clusters
  Score: Raw -60856.782951 + Penalty 2982.802717 = -57873.980233
  nChanged 10
		SP:Iteration 2Q (67677.640000 sec): 3 clusters
  Score: Raw -60878.887869 + Penalty 2982.802717 = -57896.085151
  nChanged 7
		SP:Iteration 3Q (67677.820000 sec): 3 clusters
  Score: Raw -60899.472424 + Penalty 2982.802717 = -57916.669707
  nChanged 2
		SP:Iteration 4Q (67678.000000 sec): 3 clusters
  Score: Raw -60905.907213 + Penalty 2982.802717 = -57923.104496
  nChanged 2
		SP:Iteration 5Q (67678.170000 sec): 3 clusters
  Score: Raw -60911.149499 + Penalty 2982.802717 = -57928.346782
  nChanged 0
		SP:Iteration 6F (67678.350000 sec): 3 clusters
  Score: Raw -60911.149499 + Penalty 2982.802717 = -57928.346782
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67678.440000 sec): 2 clusters
  Score: Raw -76738.142255 + Penalty 1533.668925 = -75204.473330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67678.610000 sec): 3 clusters
  Score: Raw -76897.043520 + Penalty 3067.337850 = -73829.705670
  nChanged 99
		SP:Iteration 1F (67678.790000 sec): 3 clusters
  Score: Raw -77120.664941 + Penalty 3067.337850 = -74053.327091
  nChanged 26
		SP:Iteration 2F (67678.960000 sec): 3 clusters
  Score: Raw -77183.040898 + Penalty 3067.337850 = -74115.703049
  nChanged 11
		SP:Iteration 3Q (67679.140000 sec): 3 clusters
  Score: Raw -77228.428423 + Penalty 3067.337850 = -74161.090573
  nChanged 9
		SP:Iteration 4Q (67679.320000 sec): 3 clusters
  Score: Raw -77264.908705 + Penalty 3067.337850 = -74197.570855
  nChanged 7
		SP:Iteration 5Q (67679.490000 sec): 3 clusters
  Score: Raw -77282.144608 + Penalty 3067.337850 = -74214.806758
  nChanged 2
		SP:Iteration 6Q (67679.670000 sec): 3 clusters
  Score: Raw -77285.229753 + Penalty 3067.337850 = -74217.891904
  nChanged 0
		SP:Iteration 7F (67679.840000 sec): 3 clusters
  Score: Raw -77285.229753 + Penalty 3067.337850 = -74217.891904
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 12 (936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67679.930000 sec): 2 clusters
  Score: Raw -157912.116323 + Penalty 1696.720638 = -156215.395685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67680.110000 sec): 3 clusters
  Score: Raw -157703.515659 + Penalty 3393.441276 = -154310.074383
  nChanged 228
		SP:Iteration 1F (67680.280000 sec): 3 clusters
  Score: Raw -157981.981830 + Penalty 3393.441276 = -154588.540554
  nChanged 58
		SP:Iteration 2F (67680.460000 sec): 3 clusters
  Score: Raw -158103.009531 + Penalty 3393.441276 = -154709.568255
  nChanged 43
		SP:Iteration 3Q (67680.640000 sec): 3 clusters
  Score: Raw -158218.783290 + Penalty 3393.441276 = -154825.342014
  nChanged 40
		SP:Iteration 4Q (67680.810000 sec): 3 clusters
  Score: Raw -158301.509794 + Penalty 3393.441276 = -154908.068517
  nChanged 36
		SP:Iteration 5Q (67680.990000 sec): 3 clusters
  Score: Raw -158362.467735 + Penalty 3393.441276 = -154969.026459
  nChanged 24
		SP:Iteration 6Q (67681.120000 sec): 3 clusters
  Score: Raw -158409.638740 + Penalty 3393.441276 = -155016.197464
  nChanged 28
		SP:Iteration 7Q (67681.300000 sec): 3 clusters
  Score: Raw -158470.858944 + Penalty 3393.441276 = -155077.417668
  nChanged 24
		SP:Iteration 8Q (67681.320000 sec): 3 clusters
  Score: Raw -158545.116182 + Penalty 3393.441276 = -155151.674906
  nChanged 32
		SP:Iteration 9Q (67681.350000 sec): 3 clusters
  Score: Raw -158634.460112 + Penalty 3393.441276 = -155241.018836
  nChanged 34
		SP:Iteration 10Q (67681.380000 sec): 3 clusters
  Score: Raw -158722.367258 + Penalty 3393.441276 = -155328.925981
  nChanged 34
		SP:Iteration 11Q (67681.410000 sec): 3 clusters
  Score: Raw -158814.056552 + Penalty 3393.441276 = -155420.615276
  nChanged 28
		SP:Iteration 12Q (67681.440000 sec): 3 clusters
  Score: Raw -158914.136155 + Penalty 3393.441276 = -155520.694878
  nChanged 27
		SP:Iteration 13Q (67681.470000 sec): 3 clusters
  Score: Raw -159005.253823 + Penalty 3393.441276 = -155611.812547
  nChanged 25
		SP:Iteration 14Q (67681.500000 sec): 3 clusters
  Score: Raw -159087.472955 + Penalty 3393.441276 = -155694.031679
  nChanged 29
		SP:Iteration 15Q (67681.530000 sec): 3 clusters
  Score: Raw -159175.737933 + Penalty 3393.441276 = -155782.296657
  nChanged 22
		SP:Iteration 16Q (67681.560000 sec): 3 clusters
  Score: Raw -159246.194548 + Penalty 3393.441276 = -155852.753272
  nChanged 15
		SP:Iteration 17Q (67681.590000 sec): 3 clusters
  Score: Raw -159283.072989 + Penalty 3393.441276 = -155889.631713
  nChanged 10
		SP:Iteration 18Q (67681.620000 sec): 3 clusters
  Score: Raw -159311.336651 + Penalty 3393.441276 = -155917.895374
  nChanged 10
		SP:Iteration 19Q (67681.650000 sec): 3 clusters
  Score: Raw -159338.993896 + Penalty 3393.441276 = -155945.552619
  nChanged 2
		SP:Iteration 20F (67681.680000 sec): 3 clusters
  Score: Raw -159353.069798 + Penalty 3393.441276 = -155959.628522
  nChanged 4
		SP:Iteration 21Q (67681.720000 sec): 3 clusters
  Score: Raw -159360.008050 + Penalty 3393.441276 = -155966.566774
  nChanged 1
		SP:Iteration 22Q (67681.740000 sec): 3 clusters
  Score: Raw -159360.899085 + Penalty 3393.441276 = -155967.457808
  nChanged 0
		SP:Iteration 23F (67681.770000 sec): 3 clusters
  Score: Raw -159360.899085 + Penalty 3393.441276 = -155967.457808
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 13 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67681.810000 sec): 2 clusters
  Score: Raw -90803.672999 + Penalty 1570.653348 = -89233.019652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67681.830000 sec): 3 clusters
  Score: Raw -90781.255110 + Penalty 3141.306696 = -87639.948414
  nChanged 107
		SP:Iteration 1F (67681.860000 sec): 3 clusters
  Score: Raw -90979.439691 + Penalty 3141.306696 = -87838.132996
  nChanged 33
		SP:Iteration 2F (67681.880000 sec): 3 clusters
  Score: Raw -91068.420591 + Penalty 3141.306696 = -87927.113896
  nChanged 18
		SP:Iteration 3Q (67681.900000 sec): 3 clusters
  Score: Raw -91105.037668 + Penalty 3141.306696 = -87963.730973
  nChanged 13
		SP:Iteration 4Q (67681.920000 sec): 3 clusters
  Score: Raw -91130.531040 + Penalty 3141.306696 = -87989.224345
  nChanged 5
		SP:Iteration 5Q (67681.950000 sec): 3 clusters
  Score: Raw -91142.081072 + Penalty 3141.306696 = -88000.774376
  nChanged 4
		SP:Iteration 6Q (67681.970000 sec): 3 clusters
  Score: Raw -91154.223140 + Penalty 3141.306696 = -88012.916445
  nChanged 3
		SP:Iteration 7Q (67681.990000 sec): 3 clusters
  Score: Raw -91160.959008 + Penalty 3141.306696 = -88019.652313
  nChanged 3
		SP:Iteration 8Q (67682.020000 sec): 3 clusters
  Score: Raw -91170.345619 + Penalty 3141.306696 = -88029.038923
  nChanged 5
		SP:Iteration 9Q (67682.040000 sec): 3 clusters
  Score: Raw -91180.436939 + Penalty 3141.306696 = -88039.130243
  nChanged 8
		SP:Iteration 10Q (67682.060000 sec): 3 clusters
  Score: Raw -91203.374791 + Penalty 3141.306696 = -88062.068095
  nChanged 6
		SP:Iteration 11Q (67682.080000 sec): 3 clusters
  Score: Raw -91214.156987 + Penalty 3141.306696 = -88072.850292
  nChanged 4
		SP:Iteration 12Q (67682.100000 sec): 3 clusters
  Score: Raw -91223.998534 + Penalty 3141.306696 = -88082.691838
  nChanged 5
		SP:Iteration 13Q (67682.130000 sec): 3 clusters
  Score: Raw -91232.988161 + Penalty 3141.306696 = -88091.681466
  nChanged 2
		SP:Iteration 14Q (67682.150000 sec): 3 clusters
  Score: Raw -91236.489165 + Penalty 3141.306696 = -88095.182470
  nChanged 2
		SP:Iteration 15Q (67682.170000 sec): 3 clusters
  Score: Raw -91239.823521 + Penalty 3141.306696 = -88098.516825
  nChanged 2
		SP:Iteration 16Q (67682.200000 sec): 3 clusters
  Score: Raw -91243.467072 + Penalty 3141.306696 = -88102.160376
  nChanged 1
		SP:Iteration 17Q (67682.220000 sec): 3 clusters
  Score: Raw -91244.594632 + Penalty 3141.306696 = -88103.287936
  nChanged 0
		SP:Iteration 18F (67682.240000 sec): 3 clusters
  Score: Raw -91244.594632 + Penalty 3141.306696 = -88103.287936
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67682.270000 sec): 2 clusters
  Score: Raw -15906.793680 + Penalty 1174.577215 = -14732.216465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67682.280000 sec): 3 clusters
  Score: Raw -16242.575729 + Penalty 2349.154430 = -13893.421299
  nChanged 2
		SP:Iteration 1Q (67682.290000 sec): 3 clusters
  Score: Raw -16258.119733 + Penalty 2349.154430 = -13908.965303
  nChanged 1
		SP:Iteration 2Q (67682.290000 sec): 3 clusters
  Score: Raw -16261.888136 + Penalty 2349.154430 = -13912.733706
  nChanged 0
		SP:Iteration 3F (67682.300000 sec): 3 clusters
  Score: Raw -16261.888136 + Penalty 2349.154430 = -13912.733706
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67682.330000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67682.350000 sec): 3 clusters
  Score: Raw -88308.779779 + Penalty 3127.006606 = -85181.773173
  nChanged 105
		SP:Iteration 1F (67682.370000 sec): 3 clusters
  Score: Raw -88540.699237 + Penalty 3127.006606 = -85413.692631
  nChanged 22
		SP:Iteration 2Q (67682.400000 sec): 3 clusters
  Score: Raw -88627.211297 + Penalty 3127.006606 = -85500.204691
  nChanged 16
		SP:Iteration 3Q (67682.420000 sec): 3 clusters
  Score: Raw -88682.063640 + Penalty 3127.006606 = -85555.057034
  nChanged 15
		SP:Iteration 4Q (67682.440000 sec): 3 clusters
  Score: Raw -88802.710207 + Penalty 3127.006606 = -85675.703601
  nChanged 8
		SP:Iteration 5Q (67682.460000 sec): 3 clusters
  Score: Raw -88857.040067 + Penalty 3127.006606 = -85730.033461
  nChanged 9
		SP:Iteration 6Q (67682.490000 sec): 3 clusters
  Score: Raw -88875.836445 + Penalty 3127.006606 = -85748.829839
  nChanged 4
		SP:Iteration 7Q (67682.510000 sec): 3 clusters
  Score: Raw -88885.011152 + Penalty 3127.006606 = -85758.004546
  nChanged 4
		SP:Iteration 8Q (67682.530000 sec): 3 clusters
  Score: Raw -88893.743729 + Penalty 3127.006606 = -85766.737123
  nChanged 3
		SP:Iteration 9Q (67682.560000 sec): 3 clusters
  Score: Raw -88899.201785 + Penalty 3127.006606 = -85772.195179
  nChanged 2
		SP:Iteration 10Q (67682.580000 sec): 3 clusters
  Score: Raw -88901.885507 + Penalty 3127.006606 = -85774.878901
  nChanged 0
		SP:Iteration 11F (67682.600000 sec): 3 clusters
  Score: Raw -88901.885507 + Penalty 3127.006606 = -85774.878901
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67682.630000 sec): 2 clusters
  Score: Raw -52299.371293 + Penalty 1431.317399 = -50868.053894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67682.770000 sec): 3 clusters
  Score: Raw -52404.761346 + Penalty 2862.634797 = -49542.126549
  nChanged 37
		SP:Iteration 1F (67682.940000 sec): 3 clusters
  Score: Raw -52515.069311 + Penalty 2862.634797 = -49652.434514
  nChanged 10
		SP:Iteration 2Q (67683.120000 sec): 3 clusters
  Score: Raw -52544.185847 + Penalty 2862.634797 = -49681.551050
  nChanged 4
		SP:Iteration 3Q (67683.300000 sec): 3 clusters
  Score: Raw -52558.087771 + Penalty 2862.634797 = -49695.452974
  nChanged 1
		SP:Iteration 4Q (67683.470000 sec): 3 clusters
  Score: Raw -52562.940124 + Penalty 2862.634797 = -49700.305327
  nChanged 2
		SP:Iteration 5Q (67683.650000 sec): 3 clusters
  Score: Raw -52568.032732 + Penalty 2862.634797 = -49705.397935
  nChanged 1
		SP:Iteration 6Q (67683.820000 sec): 3 clusters
  Score: Raw -52573.409729 + Penalty 2862.634797 = -49710.774932
  nChanged 0
		SP:Iteration 7F (67684.000000 sec): 3 clusters
  Score: Raw -52573.409729 + Penalty 2862.634797 = -49710.774932
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 17 (234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67684.080000 sec): 2 clusters
  Score: Raw -30572.851141 + Penalty 1352.919637 = -29219.931504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67684.260000 sec): 3 clusters
  Score: Raw -30742.599007 + Penalty 2705.839273 = -28036.759734
  nChanged 26
		SP:Iteration 1F (67684.440000 sec): 3 clusters
  Score: Raw -30836.121953 + Penalty 2705.839273 = -28130.282679
  nChanged 11
		SP:Iteration 2Q (67684.610000 sec): 3 clusters
  Score: Raw -30902.108685 + Penalty 2705.839273 = -28196.269411
  nChanged 6
		SP:Iteration 3Q (67684.790000 sec): 3 clusters
  Score: Raw -30926.389501 + Penalty 2705.839273 = -28220.550228
  nChanged 1
		SP:Iteration 4Q (67684.960000 sec): 3 clusters
  Score: Raw -30935.408924 + Penalty 2705.839273 = -28229.569650
  nChanged 2
		SP:Iteration 5Q (67685.140000 sec): 3 clusters
  Score: Raw -30942.569831 + Penalty 2705.839273 = -28236.730557
  nChanged 0
		SP:Iteration 6F (67685.320000 sec): 3 clusters
  Score: Raw -30942.569831 + Penalty 2705.839273 = -28236.730557
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 18 (1570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67685.400000 sec): 2 clusters
  Score: Raw -288967.294855 + Penalty 1824.990063 = -287142.304792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67685.580000 sec): 3 clusters
  Score: Raw -288453.101863 + Penalty 3649.980126 = -284803.121737
  nChanged 455
		SP:Iteration 1F (67685.720000 sec): 3 clusters
  Score: Raw -288825.121380 + Penalty 3649.980126 = -285175.141255
  nChanged 120
		SP:Iteration 2F (67685.760000 sec): 3 clusters
  Score: Raw -288944.717967 + Penalty 3649.980126 = -285294.737842
  nChanged 71
		SP:Iteration 3Q (67685.800000 sec): 3 clusters
  Score: Raw -289022.510666 + Penalty 3649.980126 = -285372.530541
  nChanged 58
		SP:Iteration 4Q (67685.840000 sec): 3 clusters
  Score: Raw -289083.058929 + Penalty 3649.980126 = -285433.078804
  nChanged 47
		SP:Iteration 5Q (67685.880000 sec): 3 clusters
  Score: Raw -289123.513836 + Penalty 3649.980126 = -285473.533711
  nChanged 33
		SP:Iteration 6Q (67685.920000 sec): 3 clusters
  Score: Raw -289151.295168 + Penalty 3649.980126 = -285501.315042
  nChanged 20
		SP:Iteration 7Q (67685.960000 sec): 3 clusters
  Score: Raw -289167.891000 + Penalty 3649.980126 = -285517.910875
  nChanged 16
		SP:Iteration 8Q (67686.000000 sec): 3 clusters
  Score: Raw -289180.880092 + Penalty 3649.980126 = -285530.899966
  nChanged 15
		SP:Iteration 9Q (67686.040000 sec): 3 clusters
  Score: Raw -289190.912653 + Penalty 3649.980126 = -285540.932528
  nChanged 11
		SP:Iteration 10Q (67686.090000 sec): 3 clusters
  Score: Raw -289200.971225 + Penalty 3649.980126 = -285550.991100
  nChanged 10
		SP:Iteration 11Q (67686.130000 sec): 3 clusters
  Score: Raw -289206.410167 + Penalty 3649.980126 = -285556.430041
  nChanged 5
		SP:Iteration 12Q (67686.170000 sec): 3 clusters
  Score: Raw -289208.552567 + Penalty 3649.980126 = -285558.572441
  nChanged 3
		SP:Iteration 13Q (67686.250000 sec): 3 clusters
  Score: Raw -289210.310786 + Penalty 3649.980126 = -285560.330660
  nChanged 1
		SP:Iteration 14Q (67686.430000 sec): 3 clusters
  Score: Raw -289211.178448 + Penalty 3649.980126 = -285561.198322
  nChanged 4
		SP:Iteration 15Q (67686.600000 sec): 3 clusters
  Score: Raw -289214.235452 + Penalty 3649.980126 = -285564.255326
  nChanged 2
		SP:Iteration 16Q (67686.780000 sec): 3 clusters
  Score: Raw -289215.724519 + Penalty 3649.980126 = -285565.744394
  nChanged 3
		SP:Iteration 17Q (67686.960000 sec): 3 clusters
  Score: Raw -289219.794167 + Penalty 3649.980126 = -285569.814041
  nChanged 6
		SP:Iteration 18Q (67687.130000 sec): 3 clusters
  Score: Raw -289226.859374 + Penalty 3649.980126 = -285576.879248
  nChanged 12
		SP:Iteration 19Q (67687.310000 sec): 3 clusters
  Score: Raw -289235.784582 + Penalty 3649.980126 = -285585.804456
  nChanged 10
		SP:Iteration 20F (67687.480000 sec): 3 clusters
  Score: Raw -289243.169099 + Penalty 3649.980126 = -285593.188973
  nChanged 7
		SP:Iteration 21Q (67687.660000 sec): 3 clusters
  Score: Raw -289249.557377 + Penalty 3649.980126 = -285599.577252
  nChanged 8
		SP:Iteration 22Q (67687.840000 sec): 3 clusters
  Score: Raw -289255.773917 + Penalty 3649.980126 = -285605.793791
  nChanged 5
		SP:Iteration 23Q (67688.010000 sec): 3 clusters
  Score: Raw -289260.761898 + Penalty 3649.980126 = -285610.781773
  nChanged 11
		SP:Iteration 24Q (67688.190000 sec): 3 clusters
  Score: Raw -289268.047910 + Penalty 3649.980126 = -285618.067785
  nChanged 8
		SP:Iteration 25Q (67688.360000 sec): 3 clusters
  Score: Raw -289272.548842 + Penalty 3649.980126 = -285622.568716
  nChanged 5
		SP:Iteration 26Q (67688.540000 sec): 3 clusters
  Score: Raw -289275.361536 + Penalty 3649.980126 = -285625.381410
  nChanged 6
		SP:Iteration 27Q (67688.690000 sec): 3 clusters
  Score: Raw -289280.291554 + Penalty 3649.980126 = -285630.311429
  nChanged 3
		SP:Iteration 28Q (67688.890000 sec): 3 clusters
  Score: Raw -289281.659744 + Penalty 3649.980126 = -285631.679619
  nChanged 4
		SP:Iteration 29Q (67689.060000 sec): 3 clusters
  Score: Raw -289283.967058 + Penalty 3649.980126 = -285633.986933
  nChanged 4
		SP:Iteration 30Q (67689.240000 sec): 3 clusters
  Score: Raw -289286.419538 + Penalty 3649.980126 = -285636.439413
  nChanged 2
		SP:Iteration 31Q (67689.420000 sec): 3 clusters
  Score: Raw -289289.272226 + Penalty 3649.980126 = -285639.292101
  nChanged 2
		SP:Iteration 32Q (67689.590000 sec): 3 clusters
  Score: Raw -289290.148369 + Penalty 3649.980126 = -285640.168243
  nChanged 0
		SP:Iteration 33F (67689.770000 sec): 3 clusters
  Score: Raw -289290.148369 + Penalty 3649.980126 = -285640.168243
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (14721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67689.980000 sec): 2 clusters
  Score: Raw -2725222.878298 + Penalty 2380.063521 = -2722842.814777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67690.300000 sec): 3 clusters
  Score: Raw -2716847.519798 + Penalty 4760.127041 = -2712087.392757
  nChanged 6341
		SP:Iteration 1F (67690.570000 sec): 3 clusters
  Score: Raw -2720353.514019 + Penalty 4760.127041 = -2715593.386978
  nChanged 907
		SP:Iteration 2F (67690.840000 sec): 3 clusters
  Score: Raw -2720756.763393 + Penalty 4760.127041 = -2715996.636352
  nChanged 724
		SP:Iteration 3Q (67691.110000 sec): 3 clusters
  Score: Raw -2721100.206553 + Penalty 4760.127041 = -2716340.079512
  nChanged 678
		SP:Iteration 4Q (67691.390000 sec): 3 clusters
  Score: Raw -2721413.321001 + Penalty 4760.127041 = -2716653.193960
  nChanged 637
		SP:Iteration 5Q (67691.660000 sec): 3 clusters
  Score: Raw -2721742.645653 + Penalty 4760.127041 = -2716982.518612
  nChanged 678
		SP:Iteration 6Q (67691.930000 sec): 3 clusters
  Score: Raw -2722142.177369 + Penalty 4760.127041 = -2717382.050328
  nChanged 696
		SP:Iteration 7Q (67692.200000 sec): 3 clusters
  Score: Raw -2722515.815905 + Penalty 4760.127041 = -2717755.688863
  nChanged 654
		SP:Iteration 8Q (67692.480000 sec): 3 clusters
  Score: Raw -2722881.037034 + Penalty 4760.127041 = -2718120.909993
  nChanged 605
		SP:Iteration 9Q (67692.750000 sec): 3 clusters
  Score: Raw -2723186.421534 + Penalty 4760.127041 = -2718426.294492
  nChanged 505
		SP:Iteration 10Q (67693.020000 sec): 3 clusters
  Score: Raw -2723421.035177 + Penalty 4760.127041 = -2718660.908135
  nChanged 471
		SP:Iteration 11Q (67693.300000 sec): 3 clusters
  Score: Raw -2723617.131400 + Penalty 4760.127041 = -2718857.004359
  nChanged 422
		SP:Iteration 12Q (67693.570000 sec): 3 clusters
  Score: Raw -2723774.635111 + Penalty 4760.127041 = -2719014.508070
  nChanged 374
		SP:Iteration 13Q (67693.850000 sec): 3 clusters
  Score: Raw -2723901.905084 + Penalty 4760.127041 = -2719141.778043
  nChanged 316
		SP:Iteration 14Q (67694.120000 sec): 3 clusters
  Score: Raw -2724008.713259 + Penalty 4760.127041 = -2719248.586218
  nChanged 311
		SP:Iteration 15Q (67694.390000 sec): 3 clusters
  Score: Raw -2724106.737439 + Penalty 4760.127041 = -2719346.610398
  nChanged 282
		SP:Iteration 16Q (67694.670000 sec): 3 clusters
  Score: Raw -2724194.204845 + Penalty 4760.127041 = -2719434.077804
  nChanged 266
		SP:Iteration 17Q (67694.940000 sec): 3 clusters
  Score: Raw -2724275.102475 + Penalty 4760.127041 = -2719514.975434
  nChanged 261
		SP:Iteration 18Q (67695.210000 sec): 3 clusters
  Score: Raw -2724351.391287 + Penalty 4760.127041 = -2719591.264245
  nChanged 224
		SP:Iteration 19Q (67695.490000 sec): 3 clusters
  Score: Raw -2724414.918758 + Penalty 4760.127041 = -2719654.791717
  nChanged 223
		SP:Iteration 20F (67695.760000 sec): 3 clusters
  Score: Raw -2724489.758647 + Penalty 4760.127041 = -2719729.631606
  nChanged 251
		SP:Iteration 21Q (67696.040000 sec): 3 clusters
  Score: Raw -2724571.533073 + Penalty 4760.127041 = -2719811.406032
  nChanged 236
		SP:Iteration 22Q (67696.310000 sec): 3 clusters
  Score: Raw -2724636.331756 + Penalty 4760.127041 = -2719876.204715
  nChanged 189
		SP:Iteration 23Q (67696.580000 sec): 3 clusters
  Score: Raw -2724684.529613 + Penalty 4760.127041 = -2719924.402572
  nChanged 169
		SP:Iteration 24Q (67696.860000 sec): 3 clusters
  Score: Raw -2724730.467773 + Penalty 4760.127041 = -2719970.340731
  nChanged 167
		SP:Iteration 25Q (67697.130000 sec): 3 clusters
  Score: Raw -2724772.774619 + Penalty 4760.127041 = -2720012.647578
  nChanged 153
		SP:Iteration 26Q (67697.400000 sec): 3 clusters
  Score: Raw -2724816.768444 + Penalty 4760.127041 = -2720056.641403
  nChanged 163
		SP:Iteration 27Q (67697.680000 sec): 3 clusters
  Score: Raw -2724862.332558 + Penalty 4760.127041 = -2720102.205517
  nChanged 169
		SP:Iteration 28Q (67697.950000 sec): 3 clusters
  Score: Raw -2724909.785295 + Penalty 4760.127041 = -2720149.658254
  nChanged 164
		SP:Iteration 29Q (67698.220000 sec): 3 clusters
  Score: Raw -2724953.129807 + Penalty 4760.127041 = -2720193.002766
  nChanged 158
		SP:Iteration 30Q (67698.490000 sec): 3 clusters
  Score: Raw -2724996.095352 + Penalty 4760.127041 = -2720235.968311
  nChanged 160
		SP:Iteration 31Q (67698.760000 sec): 3 clusters
  Score: Raw -2725039.693792 + Penalty 4760.127041 = -2720279.566751
  nChanged 154
		SP:Iteration 32Q (67699.040000 sec): 3 clusters
  Score: Raw -2725082.467003 + Penalty 4760.127041 = -2720322.339962
  nChanged 157
		SP:Iteration 33Q (67699.310000 sec): 3 clusters
  Score: Raw -2725129.408859 + Penalty 4760.127041 = -2720369.281818
  nChanged 167
		SP:Iteration 34Q (67699.580000 sec): 3 clusters
  Score: Raw -2725177.749286 + Penalty 4760.127041 = -2720417.622245
  nChanged 133
		SP:Iteration 35Q (67699.860000 sec): 3 clusters
  Score: Raw -2725212.577646 + Penalty 4760.127041 = -2720452.450605
  nChanged 136
		SP:Iteration 36Q (67700.130000 sec): 3 clusters
  Score: Raw -2725245.436435 + Penalty 4760.127041 = -2720485.309394
  nChanged 126
		SP:Iteration 37Q (67700.410000 sec): 3 clusters
  Score: Raw -2725275.696998 + Penalty 4760.127041 = -2720515.569957
  nChanged 110
		SP:Iteration 38Q (67700.680000 sec): 3 clusters
  Score: Raw -2725304.140914 + Penalty 4760.127041 = -2720544.013873
  nChanged 112
		SP:Iteration 39Q (67700.950000 sec): 3 clusters
  Score: Raw -2725329.586881 + Penalty 4760.127041 = -2720569.459840
  nChanged 92
		SP:Iteration 40F (67701.220000 sec): 3 clusters
  Score: Raw -2725353.742147 + Penalty 4760.127041 = -2720593.615105
  nChanged 100
		SP:Iteration 41Q (67701.500000 sec): 3 clusters
  Score: Raw -2725380.844676 + Penalty 4760.127041 = -2720620.717635
  nChanged 108
		SP:Iteration 42Q (67701.770000 sec): 3 clusters
  Score: Raw -2725415.227928 + Penalty 4760.127041 = -2720655.100887
  nChanged 125
		SP:Iteration 43Q (67702.040000 sec): 3 clusters
  Score: Raw -2725450.860689 + Penalty 4760.127041 = -2720690.733648
  nChanged 129
		SP:Iteration 44Q (67702.310000 sec): 3 clusters
  Score: Raw -2725491.598519 + Penalty 4760.127041 = -2720731.471478
  nChanged 143
		SP:Iteration 45Q (67702.580000 sec): 3 clusters
  Score: Raw -2725548.836739 + Penalty 4760.127041 = -2720788.709698
  nChanged 147
		SP:Iteration 46Q (67702.850000 sec): 3 clusters
  Score: Raw -2725608.266753 + Penalty 4760.127041 = -2720848.139712
  nChanged 140
		SP:Iteration 47Q (67703.120000 sec): 3 clusters
  Score: Raw -2725658.634595 + Penalty 4760.127041 = -2720898.507554
  nChanged 151
		SP:Iteration 48Q (67703.390000 sec): 3 clusters
  Score: Raw -2725718.123961 + Penalty 4760.127041 = -2720957.996920
  nChanged 170
		SP:Iteration 49Q (67703.660000 sec): 3 clusters
  Score: Raw -2725791.047011 + Penalty 4760.127041 = -2721030.919969
  nChanged 163
		SP:Iteration 50Q (67703.940000 sec): 3 clusters
  Score: Raw -2725863.700965 + Penalty 4760.127041 = -2721103.573924
  nChanged 172
		SP:Iteration 51Q (67704.200000 sec): 3 clusters
  Score: Raw -2725939.938498 + Penalty 4760.127041 = -2721179.811457
  nChanged 180
		SP:Iteration 52Q (67704.480000 sec): 3 clusters
  Score: Raw -2726027.850275 + Penalty 4760.127041 = -2721267.723234
  nChanged 171
		SP:Iteration 53Q (67704.750000 sec): 3 clusters
  Score: Raw -2726117.305859 + Penalty 4760.127041 = -2721357.178818
  nChanged 143
		SP:Iteration 54Q (67705.020000 sec): 3 clusters
  Score: Raw -2726185.164535 + Penalty 4760.127041 = -2721425.037494
  nChanged 124
		SP:Iteration 55Q (67705.290000 sec): 3 clusters
  Score: Raw -2726240.996455 + Penalty 4760.127041 = -2721480.869414
  nChanged 115
		SP:Iteration 56Q (67705.560000 sec): 3 clusters
  Score: Raw -2726289.592892 + Penalty 4760.127041 = -2721529.465851
  nChanged 112
		SP:Iteration 57Q (67705.830000 sec): 3 clusters
  Score: Raw -2726346.802354 + Penalty 4760.127041 = -2721586.675313
  nChanged 107
		SP:Iteration 58Q (67706.100000 sec): 3 clusters
  Score: Raw -2726401.768909 + Penalty 4760.127041 = -2721641.641868
  nChanged 96
		SP:Iteration 59Q (67706.370000 sec): 3 clusters
  Score: Raw -2726446.108157 + Penalty 4760.127041 = -2721685.981116
  nChanged 81
		SP:Iteration 60F (67706.650000 sec): 3 clusters
  Score: Raw -2726485.282193 + Penalty 4760.127041 = -2721725.155152
  nChanged 83
		SP:Iteration 61Q (67706.920000 sec): 3 clusters
  Score: Raw -2726530.023877 + Penalty 4760.127041 = -2721769.896836
  nChanged 87
		SP:Iteration 62Q (67707.190000 sec): 3 clusters
  Score: Raw -2726576.317032 + Penalty 4760.127041 = -2721816.189991
  nChanged 86
		SP:Iteration 63Q (67707.460000 sec): 3 clusters
  Score: Raw -2726621.885475 + Penalty 4760.127041 = -2721861.758434
  nChanged 73
		SP:Iteration 64Q (67707.730000 sec): 3 clusters
  Score: Raw -2726666.516020 + Penalty 4760.127041 = -2721906.388979
  nChanged 65
		SP:Iteration 65Q (67708.000000 sec): 3 clusters
  Score: Raw -2726705.078501 + Penalty 4760.127041 = -2721944.951460
  nChanged 57
		SP:Iteration 66Q (67708.270000 sec): 3 clusters
  Score: Raw -2726735.191319 + Penalty 4760.127041 = -2721975.064278
  nChanged 48
		SP:Iteration 67Q (67708.540000 sec): 3 clusters
  Score: Raw -2726757.840765 + Penalty 4760.127041 = -2721997.713724
  nChanged 45
		SP:Iteration 68Q (67708.810000 sec): 3 clusters
  Score: Raw -2726780.485424 + Penalty 4760.127041 = -2722020.358383
  nChanged 35
		SP:Iteration 69Q (67709.090000 sec): 3 clusters
  Score: Raw -2726797.188901 + Penalty 4760.127041 = -2722037.061860
  nChanged 23
		SP:Iteration 70Q (67709.360000 sec): 3 clusters
  Score: Raw -2726805.903893 + Penalty 4760.127041 = -2722045.776852
  nChanged 17
		SP:Iteration 71Q (67709.630000 sec): 3 clusters
  Score: Raw -2726811.806264 + Penalty 4760.127041 = -2722051.679223
  nChanged 9
		SP:Iteration 72Q (67709.900000 sec): 3 clusters
  Score: Raw -2726815.194629 + Penalty 4760.127041 = -2722055.067588
  nChanged 9
		SP:Iteration 73Q (67710.170000 sec): 3 clusters
  Score: Raw -2726819.634019 + Penalty 4760.127041 = -2722059.506978
  nChanged 8
		SP:Iteration 74Q (67710.440000 sec): 3 clusters
  Score: Raw -2726822.412219 + Penalty 4760.127041 = -2722062.285178
  nChanged 5
		SP:Iteration 75Q (67710.710000 sec): 3 clusters
  Score: Raw -2726824.244418 + Penalty 4760.127041 = -2722064.117377
  nChanged 4
		SP:Iteration 76Q (67710.990000 sec): 3 clusters
  Score: Raw -2726825.826944 + Penalty 4760.127041 = -2722065.699902
  nChanged 5
		SP:Iteration 77Q (67711.260000 sec): 3 clusters
  Score: Raw -2726827.928525 + Penalty 4760.127041 = -2722067.801483
  nChanged 5
		SP:Iteration 78Q (67711.530000 sec): 3 clusters
  Score: Raw -2726829.674994 + Penalty 4760.127041 = -2722069.547952
  nChanged 4
		SP:Iteration 79Q (67711.800000 sec): 3 clusters
  Score: Raw -2726830.780070 + Penalty 4760.127041 = -2722070.653029
  nChanged 2
		SP:Iteration 80F (67712.070000 sec): 3 clusters
  Score: Raw -2726831.707514 + Penalty 4760.127041 = -2722071.580473
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (96 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67712.170000 sec): 2 clusters
  Score: Raw -15764.480293 + Penalty 1131.958351 = -14632.521941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67712.330000 sec): 3 clusters
  Score: Raw -16151.827292 + Penalty 2263.916703 = -13887.910589
  nChanged 1
		SP:Iteration 1Q (67712.510000 sec): 3 clusters
  Score: Raw -16162.686864 + Penalty 2263.916703 = -13898.770161
  nChanged 0
		SP:Iteration 2F (67712.680000 sec): 3 clusters
  Score: Raw -16162.686864 + Penalty 2263.916703 = -13898.770161
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67712.770000 sec): 2 clusters
  Score: Raw -42498.585113 + Penalty 1401.817317 = -41096.767797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67712.950000 sec): 3 clusters
  Score: Raw -42710.922848 + Penalty 2803.634633 = -39907.288215
  nChanged 50
		SP:Iteration 1F (67713.120000 sec): 3 clusters
  Score: Raw -42954.778530 + Penalty 2803.634633 = -40151.143896
  nChanged 15
		SP:Iteration 2F (67713.300000 sec): 3 clusters
  Score: Raw -43042.287883 + Penalty 2803.634633 = -40238.653250
  nChanged 6
		SP:Iteration 3Q (67713.470000 sec): 3 clusters
  Score: Raw -43072.915256 + Penalty 2803.634633 = -40269.280623
  nChanged 5
		SP:Iteration 4Q (67713.650000 sec): 3 clusters
  Score: Raw -43090.877629 + Penalty 2803.634633 = -40287.242996
  nChanged 0
		SP:Iteration 5F (67713.820000 sec): 3 clusters
  Score: Raw -43090.877629 + Penalty 2803.634633 = -40287.242996
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 22 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67713.910000 sec): 2 clusters
  Score: Raw -30166.244306 + Penalty 1348.643669 = -28817.600637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67714.090000 sec): 3 clusters
  Score: Raw -30570.618700 + Penalty 2697.287337 = -27873.331363
  nChanged 33
		SP:Iteration 1F (67714.260000 sec): 3 clusters
  Score: Raw -30747.868870 + Penalty 2697.287337 = -28050.581533
  nChanged 9
		SP:Iteration 2Q (67714.440000 sec): 3 clusters
  Score: Raw -30789.703207 + Penalty 2697.287337 = -28092.415869
  nChanged 4
		SP:Iteration 3Q (67714.610000 sec): 3 clusters
  Score: Raw -30812.403478 + Penalty 2697.287337 = -28115.116141
  nChanged 2
		SP:Iteration 4Q (67714.790000 sec): 3 clusters
  Score: Raw -30824.242625 + Penalty 2697.287337 = -28126.955287
  nChanged 0
		SP:Iteration 5F (67714.970000 sec): 3 clusters
  Score: Raw -30824.242625 + Penalty 2697.287337 = -28126.955287
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 23 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67715.050000 sec): 2 clusters
  Score: Raw -58812.696917 + Penalty 1482.763670 = -57329.933247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67715.230000 sec): 3 clusters
  Score: Raw -58889.762048 + Penalty 2965.527339 = -55924.234708
  nChanged 66
		SP:Iteration 1F (67715.410000 sec): 3 clusters
  Score: Raw -59031.164732 + Penalty 2965.527339 = -56065.637392
  nChanged 21
		SP:Iteration 2F (67715.580000 sec): 3 clusters
  Score: Raw -59090.627917 + Penalty 2965.527339 = -56125.100577
  nChanged 8
		SP:Iteration 3Q (67715.750000 sec): 3 clusters
  Score: Raw -59120.586017 + Penalty 2965.527339 = -56155.058678
  nChanged 8
		SP:Iteration 4Q (67715.930000 sec): 3 clusters
  Score: Raw -59164.117060 + Penalty 2965.527339 = -56198.589721
  nChanged 8
		SP:Iteration 5Q (67716.110000 sec): 3 clusters
  Score: Raw -59195.871432 + Penalty 2965.527339 = -56230.344092
  nChanged 4
		SP:Iteration 6Q (67716.280000 sec): 3 clusters
  Score: Raw -59224.535863 + Penalty 2965.527339 = -56259.008524
  nChanged 5
		SP:Iteration 7Q (67716.460000 sec): 3 clusters
  Score: Raw -59234.463083 + Penalty 2965.527339 = -56268.935744
  nChanged 3
		SP:Iteration 8Q (67716.630000 sec): 3 clusters
  Score: Raw -59238.227191 + Penalty 2965.527339 = -56272.699852
  nChanged 0
		SP:Iteration 9F (67716.810000 sec): 3 clusters
  Score: Raw -59238.227191 + Penalty 2965.527339 = -56272.699852
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 24 (2083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67716.890000 sec): 2 clusters
  Score: Raw -383065.212959 + Penalty 1895.107981 = -381170.104978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67717.070000 sec): 3 clusters
  Score: Raw -382269.950369 + Penalty 3790.215963 = -378479.734406
  nChanged 688
		SP:Iteration 1F (67717.240000 sec): 3 clusters
  Score: Raw -382770.897688 + Penalty 3790.215963 = -378980.681725
  nChanged 157
		SP:Iteration 2F (67717.420000 sec): 3 clusters
  Score: Raw -382913.312008 + Penalty 3790.215963 = -379123.096045
  nChanged 91
		SP:Iteration 3Q (67717.590000 sec): 3 clusters
  Score: Raw -383021.813050 + Penalty 3790.215963 = -379231.597087
  nChanged 75
		SP:Iteration 4Q (67717.770000 sec): 3 clusters
  Score: Raw -383172.722878 + Penalty 3790.215963 = -379382.506915
  nChanged 80
		SP:Iteration 5Q (67717.950000 sec): 3 clusters
  Score: Raw -383305.608641 + Penalty 3790.215963 = -379515.392678
  nChanged 103
		SP:Iteration 6Q (67718.120000 sec): 3 clusters
  Score: Raw -383468.943805 + Penalty 3790.215963 = -379678.727842
  nChanged 139
		SP:Iteration 7F (67718.300000 sec): 3 clusters
  Score: Raw -383743.339340 + Penalty 3790.215963 = -379953.123377
  nChanged 150
		SP:Iteration 8F (67718.470000 sec): 3 clusters
  Score: Raw -384070.988961 + Penalty 3790.215963 = -380280.772998
  nChanged 176
		SP:Iteration 9F (67718.650000 sec): 3 clusters
  Score: Raw -384397.992771 + Penalty 3790.215963 = -380607.776808
  nChanged 114
		SP:Iteration 10F (67718.830000 sec): 3 clusters
  Score: Raw -384584.590861 + Penalty 3790.215963 = -380794.374898
  nChanged 69
		SP:Iteration 11Q (67719.000000 sec): 3 clusters
  Score: Raw -384688.232557 + Penalty 3790.215963 = -380898.016594
  nChanged 37
		SP:Iteration 12Q (67719.180000 sec): 3 clusters
  Score: Raw -384728.538007 + Penalty 3790.215963 = -380938.322044
  nChanged 23
		SP:Iteration 13Q (67719.350000 sec): 3 clusters
  Score: Raw -384753.073818 + Penalty 3790.215963 = -380962.857856
  nChanged 12
		SP:Iteration 14Q (67719.530000 sec): 3 clusters
  Score: Raw -384764.078339 + Penalty 3790.215963 = -380973.862376
  nChanged 7
		SP:Iteration 15Q (67719.700000 sec): 3 clusters
  Score: Raw -384771.747703 + Penalty 3790.215963 = -380981.531740
  nChanged 3
		SP:Iteration 16Q (67719.880000 sec): 3 clusters
  Score: Raw -384774.296872 + Penalty 3790.215963 = -380984.080909
  nChanged 4
		SP:Iteration 17Q (67720.050000 sec): 3 clusters
  Score: Raw -384777.137792 + Penalty 3790.215963 = -380986.921830
  nChanged 1
		SP:Iteration 18Q (67720.230000 sec): 3 clusters
  Score: Raw -384777.618457 + Penalty 3790.215963 = -380987.402494
  nChanged 0
		SP:Iteration 19F (67720.410000 sec): 3 clusters
  Score: Raw -384777.618457 + Penalty 3790.215963 = -380987.402494
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 25 (209022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67721.670000 sec): 2 clusters
  Score: Raw -37404084.390083 + Penalty 3038.048308 = -37401046.341776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67723.750000 sec): 3 clusters
  Score: Raw -37266493.080632 + Penalty 6076.096615 = -37260416.984017
  nChanged 100856
		SP:Iteration 1F (67725.870000 sec): 3 clusters
  Score: Raw -37325570.654800 + Penalty 6076.096615 = -37319494.558185
  nChanged 5381
		SP:Iteration 2Q (67728.020000 sec): 3 clusters
  Score: Raw -37326604.881914 + Penalty 6076.096615 = -37320528.785299
  nChanged 5726
		SP:Iteration 3Q (67730.150000 sec): 3 clusters
  Score: Raw -37327786.369207 + Penalty 6076.096615 = -37321710.272592
  nChanged 6010
		SP:Iteration 4Q (67732.350000 sec): 3 clusters
  Score: Raw -37329207.717230 + Penalty 6076.096615 = -37323131.620615
  nChanged 6537
		SP:Iteration 5Q (67734.470000 sec): 3 clusters
  Score: Raw -37330955.556240 + Penalty 6076.096615 = -37324879.459625
  nChanged 7130
		SP:Iteration 6Q (67736.570000 sec): 3 clusters
  Score: Raw -37333132.538475 + Penalty 6076.096615 = -37327056.441860
  nChanged 7931
		SP:Iteration 7Q (67738.790000 sec): 3 clusters
  Score: Raw -37335973.211921 + Penalty 6076.096615 = -37329897.115306
  nChanged 8953
		SP:Iteration 8Q (67740.950000 sec): 3 clusters
  Score: Raw -37340025.636947 + Penalty 6076.096615 = -37333949.540332
  nChanged 10547
		SP:Iteration 9F (67742.970000 sec): 3 clusters
  Score: Raw -37346049.730992 + Penalty 6076.096615 = -37339973.634377
  nChanged 11997
		SP:Iteration 10F (67745.040000 sec): 3 clusters
  Score: Raw -37354106.332909 + Penalty 6076.096615 = -37348030.236294
  nChanged 12243
		SP:Iteration 11F (67747.110000 sec): 3 clusters
  Score: Raw -37362278.672157 + Penalty 6076.096615 = -37356202.575542
  nChanged 10306
		SP:Iteration 12Q (67749.230000 sec): 3 clusters
  Score: Raw -37366983.434694 + Penalty 6076.096615 = -37360907.338079
  nChanged 6378
		SP:Iteration 13Q (67751.400000 sec): 3 clusters
  Score: Raw -37368469.529280 + Penalty 6076.096615 = -37362393.432665
  nChanged 3235
		SP:Iteration 14Q (67753.520000 sec): 3 clusters
  Score: Raw -37368905.464007 + Penalty 6076.096615 = -37362829.367392
  nChanged 1861
		SP:Iteration 15Q (67755.640000 sec): 3 clusters
  Score: Raw -37369129.266146 + Penalty 6076.096615 = -37363053.169531
  nChanged 1513
		SP:Iteration 16Q (67757.770000 sec): 3 clusters
  Score: Raw -37369315.310298 + Penalty 6076.096615 = -37363239.213683
  nChanged 1503
		SP:Iteration 17Q (67759.900000 sec): 3 clusters
  Score: Raw -37369494.862766 + Penalty 6076.096615 = -37363418.766151
  nChanged 1481
		SP:Iteration 18Q (67762.030000 sec): 3 clusters
  Score: Raw -37369679.564198 + Penalty 6076.096615 = -37363603.467583
  nChanged 1604
		SP:Iteration 19Q (67764.160000 sec): 3 clusters
  Score: Raw -37369893.624179 + Penalty 6076.096615 = -37363817.527564
  nChanged 1700
		SP:Iteration 20F (67766.320000 sec): 3 clusters
  Score: Raw -37370133.133788 + Penalty 6076.096615 = -37364057.037173
  nChanged 1825
		SP:Iteration 21Q (67768.420000 sec): 3 clusters
  Score: Raw -37370398.221737 + Penalty 6076.096615 = -37364322.125122
  nChanged 1959
		SP:Iteration 22Q (67770.470000 sec): 3 clusters
  Score: Raw -37370694.930803 + Penalty 6076.096615 = -37364618.834188
  nChanged 2032
		SP:Iteration 23Q (67772.520000 sec): 3 clusters
  Score: Raw -37371016.192411 + Penalty 6076.096615 = -37364940.095796
  nChanged 2147
		SP:Iteration 24Q (67774.540000 sec): 3 clusters
  Score: Raw -37371373.870600 + Penalty 6076.096615 = -37365297.773985
  nChanged 2299
		SP:Iteration 25Q (67776.560000 sec): 3 clusters
  Score: Raw -37371788.744255 + Penalty 6076.096615 = -37365712.647640
  nChanged 2510
		SP:Iteration 26Q (67778.580000 sec): 3 clusters
  Score: Raw -37372280.454971 + Penalty 6076.096615 = -37366204.358356
  nChanged 2719
		SP:Iteration 27Q (67780.630000 sec): 3 clusters
  Score: Raw -37372851.292633 + Penalty 6076.096615 = -37366775.196018
  nChanged 2910
		SP:Iteration 28Q (67782.610000 sec): 3 clusters
  Score: Raw -37373514.772591 + Penalty 6076.096615 = -37367438.675976
  nChanged 3155
		SP:Iteration 29Q (67784.630000 sec): 3 clusters
  Score: Raw -37374312.901025 + Penalty 6076.096615 = -37368236.804409
  nChanged 3513
		SP:Iteration 30Q (67786.620000 sec): 3 clusters
  Score: Raw -37375296.696803 + Penalty 6076.096615 = -37369220.600187
  nChanged 3761
		SP:Iteration 31Q (67788.560000 sec): 3 clusters
  Score: Raw -37376431.906473 + Penalty 6076.096615 = -37370355.809858
  nChanged 3985
		SP:Iteration 32Q (67790.530000 sec): 3 clusters
  Score: Raw -37377781.760117 + Penalty 6076.096615 = -37371705.663502
  nChanged 4137
		SP:Iteration 33Q (67792.520000 sec): 3 clusters
  Score: Raw -37379287.180958 + Penalty 6076.096615 = -37373211.084343
  nChanged 4383
		SP:Iteration 34Q (67794.540000 sec): 3 clusters
  Score: Raw -37381040.150380 + Penalty 6076.096615 = -37374964.053764
  nChanged 4556
		SP:Iteration 35Q (67796.550000 sec): 3 clusters
  Score: Raw -37383044.885126 + Penalty 6076.096615 = -37376968.788511
  nChanged 4681
		SP:Iteration 36Q (67798.490000 sec): 3 clusters
  Score: Raw -37385328.287686 + Penalty 6076.096615 = -37379252.191071
  nChanged 4693
		SP:Iteration 37Q (67800.390000 sec): 3 clusters
  Score: Raw -37387847.697901 + Penalty 6076.096615 = -37381771.601286
  nChanged 4446
		SP:Iteration 38Q (67802.290000 sec): 3 clusters
  Score: Raw -37390366.196595 + Penalty 6076.096615 = -37384290.099980
  nChanged 4113
		SP:Iteration 39Q (67804.200000 sec): 3 clusters
  Score: Raw -37392818.502260 + Penalty 6076.096615 = -37386742.405645
  nChanged 3708
		SP:Iteration 40F (67806.240000 sec): 3 clusters
  Score: Raw -37395211.664099 + Penalty 6076.096615 = -37389135.567483
  nChanged 3323
		SP:Iteration 41Q (67808.100000 sec): 3 clusters
  Score: Raw -37397370.617321 + Penalty 6076.096615 = -37391294.520706
  nChanged 2733
		SP:Iteration 42Q (67809.980000 sec): 3 clusters
  Score: Raw -37399206.189558 + Penalty 6076.096615 = -37393130.092942
  nChanged 2167
		SP:Iteration 43Q (67811.880000 sec): 3 clusters
  Score: Raw -37400627.917786 + Penalty 6076.096615 = -37394551.821171
  nChanged 1664
		SP:Iteration 44Q (67813.690000 sec): 3 clusters
  Score: Raw -37401715.316694 + Penalty 6076.096615 = -37395639.220079
  nChanged 1331
		SP:Iteration 45Q (67815.520000 sec): 3 clusters
  Score: Raw -37402595.353234 + Penalty 6076.096615 = -37396519.256619
  nChanged 960
		SP:Iteration 46Q (67817.290000 sec): 3 clusters
  Score: Raw -37403232.224754 + Penalty 6076.096615 = -37397156.128139
  nChanged 628
		SP:Iteration 47Q (67819.030000 sec): 3 clusters
  Score: Raw -37403622.376838 + Penalty 6076.096615 = -37397546.280223
  nChanged 407
		SP:Iteration 48Q (67820.820000 sec): 3 clusters
  Score: Raw -37403880.597606 + Penalty 6076.096615 = -37397804.500991
  nChanged 270
		SP:Iteration 49Q (67822.610000 sec): 3 clusters
  Score: Raw -37404058.371087 + Penalty 6076.096615 = -37397982.274472
  nChanged 168
		SP:Iteration 50Q (67824.440000 sec): 3 clusters
  Score: Raw -37404167.853226 + Penalty 6076.096615 = -37398091.756611
  nChanged 124
		SP:Iteration 51Q (67826.240000 sec): 3 clusters
  Score: Raw -37404241.648776 + Penalty 6076.096615 = -37398165.552161
  nChanged 80
		SP:Iteration 52Q (67828.070000 sec): 3 clusters
  Score: Raw -37404296.797543 + Penalty 6076.096615 = -37398220.700928
  nChanged 67
		SP:Iteration 53Q (67829.860000 sec): 3 clusters
  Score: Raw -37404340.352896 + Penalty 6076.096615 = -37398264.256281
  nChanged 46
		SP:Iteration 54Q (67831.740000 sec): 3 clusters
  Score: Raw -37404370.415953 + Penalty 6076.096615 = -37398294.319338
  nChanged 30
		SP:Iteration 55Q (67833.550000 sec): 3 clusters
  Score: Raw -37404387.753593 + Penalty 6076.096615 = -37398311.656978
  nChanged 17
		SP:Iteration 56Q (67835.300000 sec): 3 clusters
  Score: Raw -37404394.903602 + Penalty 6076.096615 = -37398318.806987
  nChanged 12
		SP:Iteration 57Q (67837.070000 sec): 3 clusters
  Score: Raw -37404401.272520 + Penalty 6076.096615 = -37398325.175905
  nChanged 9
		SP:Iteration 58Q (67838.820000 sec): 3 clusters
  Score: Raw -37404406.490540 + Penalty 6076.096615 = -37398330.393925
  nChanged 11
		SP:Iteration 59Q (67840.660000 sec): 3 clusters
  Score: Raw -37404411.787446 + Penalty 6076.096615 = -37398335.690831
  nChanged 9
		SP:Iteration 60F (67842.760000 sec): 3 clusters
  Score: Raw -37404415.592276 + Penalty 6076.096615 = -37398339.495661
  nChanged 7
		SP:Iteration 61Q (67844.570000 sec): 3 clusters
  Score: Raw -37404419.597475 + Penalty 6076.096615 = -37398343.500859
  nChanged 8
		SP:Iteration 62Q (67846.390000 sec): 3 clusters
  Score: Raw -37404424.052480 + Penalty 6076.096615 = -37398347.955864
  nChanged 8
		SP:Iteration 63Q (67848.130000 sec): 3 clusters
  Score: Raw -37404428.608202 + Penalty 6076.096615 = -37398352.511587
  nChanged 8
		SP:Iteration 64Q (67849.910000 sec): 3 clusters
  Score: Raw -37404433.032685 + Penalty 6076.096615 = -37398356.936070
  nChanged 7
		SP:Iteration 65Q (67851.700000 sec): 3 clusters
  Score: Raw -37404438.717572 + Penalty 6076.096615 = -37398362.620957
  nChanged 3
		SP:Iteration 66Q (67853.490000 sec): 3 clusters
  Score: Raw -37404439.787009 + Penalty 6076.096615 = -37398363.690393
  nChanged 0
		SP:Iteration 67F (67855.480000 sec): 3 clusters
  Score: Raw -37404439.787009 + Penalty 6076.096615 = -37398363.690393
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67855.580000 sec): 2 clusters
  Score: Raw -36807.423277 + Penalty 1343.192900 = -35464.230377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67855.750000 sec): 3 clusters
  Score: Raw -37199.418017 + Penalty 2686.385799 = -34513.032217
  nChanged 33
		SP:Iteration 1F (67855.930000 sec): 3 clusters
  Score: Raw -37329.444622 + Penalty 2686.385799 = -34643.058822
  nChanged 13
		SP:Iteration 2F (67856.100000 sec): 3 clusters
  Score: Raw -37378.432172 + Penalty 2686.385799 = -34692.046373
  nChanged 10
		SP:Iteration 3Q (67856.280000 sec): 3 clusters
  Score: Raw -37425.754618 + Penalty 2686.385799 = -34739.368819
  nChanged 4
		SP:Iteration 4Q (67856.450000 sec): 3 clusters
  Score: Raw -37445.511028 + Penalty 2686.385799 = -34759.125229
  nChanged 1
		SP:Iteration 5Q (67856.500000 sec): 3 clusters
  Score: Raw -37448.424626 + Penalty 2686.385799 = -34762.038827
  nChanged 0
		SP:Iteration 6F (67856.510000 sec): 3 clusters
  Score: Raw -37448.424626 + Penalty 2686.385799 = -34762.038827
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67856.550000 sec): 2 clusters
  Score: Raw -107241.279822 + Penalty 1605.141881 = -105636.137940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67856.580000 sec): 3 clusters
  Score: Raw -107244.006302 + Penalty 3210.283762 = -104033.722540
  nChanged 128
		SP:Iteration 1F (67856.600000 sec): 3 clusters
  Score: Raw -107452.211342 + Penalty 3210.283762 = -104241.927580
  nChanged 33
		SP:Iteration 2F (67856.620000 sec): 3 clusters
  Score: Raw -107526.591720 + Penalty 3210.283762 = -104316.307958
  nChanged 20
		SP:Iteration 3Q (67856.650000 sec): 3 clusters
  Score: Raw -107604.140292 + Penalty 3210.283762 = -104393.856530
  nChanged 17
		SP:Iteration 4Q (67856.670000 sec): 3 clusters
  Score: Raw -107671.737916 + Penalty 3210.283762 = -104461.454154
  nChanged 16
		SP:Iteration 5Q (67856.700000 sec): 3 clusters
  Score: Raw -107742.366844 + Penalty 3210.283762 = -104532.083082
  nChanged 8
		SP:Iteration 6Q (67856.720000 sec): 3 clusters
  Score: Raw -107773.966480 + Penalty 3210.283762 = -104563.682718
  nChanged 7
		SP:Iteration 7Q (67856.740000 sec): 3 clusters
  Score: Raw -107788.817189 + Penalty 3210.283762 = -104578.533427
  nChanged 2
		SP:Iteration 8Q (67856.770000 sec): 3 clusters
  Score: Raw -107792.580576 + Penalty 3210.283762 = -104582.296814
  nChanged 1
		SP:Iteration 9Q (67856.790000 sec): 3 clusters
  Score: Raw -107797.132654 + Penalty 3210.283762 = -104586.848892
  nChanged 1
		SP:Iteration 10Q (67856.820000 sec): 3 clusters
  Score: Raw -107799.194195 + Penalty 3210.283762 = -104588.910433
  nChanged 1
		SP:Iteration 11Q (67856.840000 sec): 3 clusters
  Score: Raw -107800.136081 + Penalty 3210.283762 = -104589.852319
  nChanged 2
		SP:Iteration 12Q (67856.860000 sec): 3 clusters
  Score: Raw -107804.263453 + Penalty 3210.283762 = -104593.979691
  nChanged 4
		SP:Iteration 13Q (67856.890000 sec): 3 clusters
  Score: Raw -107812.933190 + Penalty 3210.283762 = -104602.649428
  nChanged 2
		SP:Iteration 14Q (67856.910000 sec): 3 clusters
  Score: Raw -107817.199461 + Penalty 3210.283762 = -104606.915699
  nChanged 2
		SP:Iteration 15Q (67856.940000 sec): 3 clusters
  Score: Raw -107821.245186 + Penalty 3210.283762 = -104610.961424
  nChanged 2
		SP:Iteration 16Q (67857.080000 sec): 3 clusters
  Score: Raw -107824.198282 + Penalty 3210.283762 = -104613.914520
  nChanged 2
		SP:Iteration 17Q (67857.260000 sec): 3 clusters
  Score: Raw -107826.049763 + Penalty 3210.283762 = -104615.766001
  nChanged 0
		SP:Iteration 18F (67857.430000 sec): 3 clusters
  Score: Raw -107826.049763 + Penalty 3210.283762 = -104615.766001
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 28 (354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67857.520000 sec): 2 clusters
  Score: Raw -51373.311557 + Penalty 1455.585634 = -49917.725922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67857.700000 sec): 3 clusters
  Score: Raw -51492.770296 + Penalty 2911.171269 = -48581.599027
  nChanged 48
		SP:Iteration 1F (67857.870000 sec): 3 clusters
  Score: Raw -51647.658200 + Penalty 2911.171269 = -48736.486931
  nChanged 19
		SP:Iteration 2F (67858.050000 sec): 3 clusters
  Score: Raw -51715.830626 + Penalty 2911.171269 = -48804.659357
  nChanged 14
		SP:Iteration 3Q (67858.220000 sec): 3 clusters
  Score: Raw -51789.218617 + Penalty 2911.171269 = -48878.047348
  nChanged 11
		SP:Iteration 4Q (67858.400000 sec): 3 clusters
  Score: Raw -51889.925211 + Penalty 2911.171269 = -48978.753942
  nChanged 5
		SP:Iteration 5Q (67858.580000 sec): 3 clusters
  Score: Raw -51913.385650 + Penalty 2911.171269 = -49002.214381
  nChanged 2
		SP:Iteration 6Q (67858.750000 sec): 3 clusters
  Score: Raw -51939.813291 + Penalty 2911.171269 = -49028.642022
  nChanged 3
		SP:Iteration 7Q (67858.930000 sec): 3 clusters
  Score: Raw -51961.426701 + Penalty 2911.171269 = -49050.255432
  nChanged 5
		SP:Iteration 8Q (67859.100000 sec): 3 clusters
  Score: Raw -51989.666843 + Penalty 2911.171269 = -49078.495574
  nChanged 2
		SP:Iteration 9Q (67859.280000 sec): 3 clusters
  Score: Raw -51996.026845 + Penalty 2911.171269 = -49084.855576
  nChanged 1
		SP:Iteration 10Q (67859.460000 sec): 3 clusters
  Score: Raw -51998.994987 + Penalty 2911.171269 = -49087.823718
  nChanged 0
		SP:Iteration 11F (67859.630000 sec): 3 clusters
  Score: Raw -51998.994987 + Penalty 2911.171269 = -49087.823718
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 29 (264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67859.720000 sec): 2 clusters
  Score: Raw -38421.851845 + Penalty 1382.835378 = -37039.016467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67859.900000 sec): 3 clusters
  Score: Raw -38567.752523 + Penalty 2765.670755 = -35802.081768
  nChanged 24
		SP:Iteration 1F (67860.070000 sec): 3 clusters
  Score: Raw -38688.526864 + Penalty 2765.670755 = -35922.856109
  nChanged 8
		SP:Iteration 2Q (67860.240000 sec): 3 clusters
  Score: Raw -38746.513214 + Penalty 2765.670755 = -35980.842459
  nChanged 3
		SP:Iteration 3Q (67860.420000 sec): 3 clusters
  Score: Raw -38796.983847 + Penalty 2765.670755 = -36031.313092
  nChanged 11
		SP:Iteration 4Q (67860.600000 sec): 3 clusters
  Score: Raw -38886.977916 + Penalty 2765.670755 = -36121.307161
  nChanged 3
		SP:Iteration 5Q (67860.770000 sec): 3 clusters
  Score: Raw -38911.692651 + Penalty 2765.670755 = -36146.021896
  nChanged 3
		SP:Iteration 6Q (67860.950000 sec): 3 clusters
  Score: Raw -38926.164984 + Penalty 2765.670755 = -36160.494229
  nChanged 3
		SP:Iteration 7Q (67861.120000 sec): 3 clusters
  Score: Raw -38939.145129 + Penalty 2765.670755 = -36173.474374
  nChanged 0
		SP:Iteration 8F (67861.290000 sec): 3 clusters
  Score: Raw -38939.145129 + Penalty 2765.670755 = -36173.474374
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67861.380000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67861.560000 sec): 3 clusters
  Score: Raw -85475.898369 + Penalty 3126.099012 = -82349.799357
  nChanged 102
		SP:Iteration 1F (67861.730000 sec): 3 clusters
  Score: Raw -85688.898152 + Penalty 3126.099012 = -82562.799140
  nChanged 30
		SP:Iteration 2F (67861.910000 sec): 3 clusters
  Score: Raw -85773.941048 + Penalty 3126.099012 = -82647.842036
  nChanged 19
		SP:Iteration 3Q (67862.080000 sec): 3 clusters
  Score: Raw -85818.728697 + Penalty 3126.099012 = -82692.629685
  nChanged 8
		SP:Iteration 4Q (67862.260000 sec): 3 clusters
  Score: Raw -85846.404605 + Penalty 3126.099012 = -82720.305593
  nChanged 7
		SP:Iteration 5Q (67862.440000 sec): 3 clusters
  Score: Raw -85864.394837 + Penalty 3126.099012 = -82738.295825
  nChanged 4
		SP:Iteration 6Q (67862.610000 sec): 3 clusters
  Score: Raw -85883.148173 + Penalty 3126.099012 = -82757.049162
  nChanged 6
		SP:Iteration 7Q (67862.790000 sec): 3 clusters
  Score: Raw -85891.177775 + Penalty 3126.099012 = -82765.078763
  nChanged 4
		SP:Iteration 8Q (67862.960000 sec): 3 clusters
  Score: Raw -85900.916477 + Penalty 3126.099012 = -82774.817465
  nChanged 2
		SP:Iteration 9Q (67863.140000 sec): 3 clusters
  Score: Raw -85905.609595 + Penalty 3126.099012 = -82779.510583
  nChanged 1
		SP:Iteration 10Q (67863.320000 sec): 3 clusters
  Score: Raw -85907.577714 + Penalty 3126.099012 = -82781.478702
  nChanged 1
		SP:Iteration 11Q (67863.490000 sec): 3 clusters
  Score: Raw -85910.454985 + Penalty 3126.099012 = -82784.355973
  nChanged 0
		SP:Iteration 12F (67863.670000 sec): 3 clusters
  Score: Raw -85910.454985 + Penalty 3126.099012 = -82784.355973
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67863.760000 sec): 2 clusters
  Score: Raw -13318.816461 + Penalty 1253.948960 = -12064.867501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67863.930000 sec): 3 clusters
  Score: Raw -13697.556040 + Penalty 2507.897919 = -11189.658121
  nChanged 17
		SP:Iteration 1F (67864.110000 sec): 3 clusters
  Score: Raw -13779.332142 + Penalty 2507.897919 = -11271.434222
  nChanged 4
		SP:Iteration 2Q (67864.330000 sec): 3 clusters
  Score: Raw -13808.761950 + Penalty 2507.897919 = -11300.864030
  nChanged 3
		SP:Iteration 3Q (67864.500000 sec): 3 clusters
  Score: Raw -13817.264097 + Penalty 2507.897919 = -11309.366177
  nChanged 0
		SP:Iteration 4F (67864.680000 sec): 3 clusters
  Score: Raw -13817.264097 + Penalty 2507.897919 = -11309.366177
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 32 (1117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67864.740000 sec): 2 clusters
  Score: Raw -209996.890790 + Penalty 1740.563646 = -208256.327144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67864.900000 sec): 3 clusters
  Score: Raw -209767.839334 + Penalty 3481.127292 = -206286.712041
  nChanged 308
		SP:Iteration 1F (67865.080000 sec): 3 clusters
  Score: Raw -210112.382303 + Penalty 3481.127292 = -206631.255010
  nChanged 78
		SP:Iteration 2F (67865.240000 sec): 3 clusters
  Score: Raw -210211.664687 + Penalty 3481.127292 = -206730.537395
  nChanged 37
		SP:Iteration 3Q (67865.410000 sec): 3 clusters
  Score: Raw -210256.861209 + Penalty 3481.127292 = -206775.733917
  nChanged 15
		SP:Iteration 4Q (67865.530000 sec): 3 clusters
  Score: Raw -210272.106299 + Penalty 3481.127292 = -206790.979006
  nChanged 9
		SP:Iteration 5Q (67865.710000 sec): 3 clusters
  Score: Raw -210281.115620 + Penalty 3481.127292 = -206799.988328
  nChanged 9
		SP:Iteration 6Q (67865.890000 sec): 3 clusters
  Score: Raw -210287.061785 + Penalty 3481.127292 = -206805.934492
  nChanged 2
		SP:Iteration 7Q (67866.060000 sec): 3 clusters
  Score: Raw -210290.685390 + Penalty 3481.127292 = -206809.558098
  nChanged 3
		SP:Iteration 8Q (67866.240000 sec): 3 clusters
  Score: Raw -210293.627064 + Penalty 3481.127292 = -206812.499772
  nChanged 1
		SP:Iteration 9Q (67866.410000 sec): 3 clusters
  Score: Raw -210295.444273 + Penalty 3481.127292 = -206814.316980
  nChanged 3
		SP:Iteration 10Q (67866.590000 sec): 3 clusters
  Score: Raw -210296.950835 + Penalty 3481.127292 = -206815.823543
  nChanged 2
		SP:Iteration 11Q (67866.770000 sec): 3 clusters
  Score: Raw -210299.867050 + Penalty 3481.127292 = -206818.739758
  nChanged 1
		SP:Iteration 12Q (67866.940000 sec): 3 clusters
  Score: Raw -210300.779242 + Penalty 3481.127292 = -206819.651949
  nChanged 0
		SP:Iteration 13F (67867.120000 sec): 3 clusters
  Score: Raw -210300.779242 + Penalty 3481.127292 = -206819.651949
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 33 (99503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67867.780000 sec): 2 clusters
  Score: Raw -19069372.197521 + Penalty 2853.969882 = -19066518.227638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67868.690000 sec): 3 clusters
  Score: Raw -19005587.771816 + Penalty 5707.939764 = -18999879.832051
  nChanged 47033
		SP:Iteration 1F (67869.620000 sec): 3 clusters
  Score: Raw -19032424.520557 + Penalty 5707.939764 = -19026716.580793
  nChanged 3591
		SP:Iteration 2Q (67870.630000 sec): 3 clusters
  Score: Raw -19033472.707936 + Penalty 5707.939764 = -19027764.768171
  nChanged 4143
		SP:Iteration 3Q (67871.670000 sec): 3 clusters
  Score: Raw -19035063.045495 + Penalty 5707.939764 = -19029355.105731
  nChanged 5132
		SP:Iteration 4F (67872.590000 sec): 3 clusters
  Score: Raw -19037521.350532 + Penalty 5707.939764 = -19031813.410768
  nChanged 6119
		SP:Iteration 5F (67873.470000 sec): 3 clusters
  Score: Raw -19040935.451238 + Penalty 5707.939764 = -19035227.511473
  nChanged 6712
		SP:Iteration 6F (67874.360000 sec): 3 clusters
  Score: Raw -19044904.973144 + Penalty 5707.939764 = -19039197.033380
  nChanged 6614
		SP:Iteration 7F (67875.290000 sec): 3 clusters
  Score: Raw -19048579.401233 + Penalty 5707.939764 = -19042871.461468
  nChanged 5570
		SP:Iteration 8F (67876.180000 sec): 3 clusters
  Score: Raw -19051314.551297 + Penalty 5707.939764 = -19045606.611532
  nChanged 4406
		SP:Iteration 9Q (67877.170000 sec): 3 clusters
  Score: Raw -19053255.587034 + Penalty 5707.939764 = -19047547.647270
  nChanged 3493
		SP:Iteration 10Q (67878.220000 sec): 3 clusters
  Score: Raw -19054615.788486 + Penalty 5707.939764 = -19048907.848722
  nChanged 2739
		SP:Iteration 11Q (67879.230000 sec): 3 clusters
  Score: Raw -19055593.109900 + Penalty 5707.939764 = -19049885.170136
  nChanged 2251
		SP:Iteration 12Q (67880.300000 sec): 3 clusters
  Score: Raw -19056347.733349 + Penalty 5707.939764 = -19050639.793584
  nChanged 1967
		SP:Iteration 13Q (67881.320000 sec): 3 clusters
  Score: Raw -19056979.128817 + Penalty 5707.939764 = -19051271.189053
  nChanged 1739
		SP:Iteration 14Q (67882.380000 sec): 3 clusters
  Score: Raw -19057562.606936 + Penalty 5707.939764 = -19051854.667172
  nChanged 1632
		SP:Iteration 15Q (67883.400000 sec): 3 clusters
  Score: Raw -19058159.649332 + Penalty 5707.939764 = -19052451.709568
  nChanged 1621
		SP:Iteration 16Q (67884.380000 sec): 3 clusters
  Score: Raw -19058809.360867 + Penalty 5707.939764 = -19053101.421103
  nChanged 1583
		SP:Iteration 17Q (67885.300000 sec): 3 clusters
  Score: Raw -19059492.715687 + Penalty 5707.939764 = -19053784.775923
  nChanged 1516
		SP:Iteration 18Q (67886.230000 sec): 3 clusters
  Score: Raw -19060161.340413 + Penalty 5707.939764 = -19054453.400649
  nChanged 1520
		SP:Iteration 19Q (67887.230000 sec): 3 clusters
  Score: Raw -19060845.479410 + Penalty 5707.939764 = -19055137.539645
  nChanged 1494
		SP:Iteration 20F (67888.210000 sec): 3 clusters
  Score: Raw -19061488.789564 + Penalty 5707.939764 = -19055780.849800
  nChanged 1414
		SP:Iteration 21Q (67889.150000 sec): 3 clusters
  Score: Raw -19062076.041098 + Penalty 5707.939764 = -19056368.101334
  nChanged 1351
		SP:Iteration 22Q (67890.140000 sec): 3 clusters
  Score: Raw -19062594.664077 + Penalty 5707.939764 = -19056886.724312
  nChanged 1320
		SP:Iteration 23Q (67891.130000 sec): 3 clusters
  Score: Raw -19063092.474303 + Penalty 5707.939764 = -19057384.534539
  nChanged 1323
		SP:Iteration 24Q (67892.070000 sec): 3 clusters
  Score: Raw -19063619.108694 + Penalty 5707.939764 = -19057911.168930
  nChanged 1301
		SP:Iteration 25Q (67892.910000 sec): 3 clusters
  Score: Raw -19064158.433096 + Penalty 5707.939764 = -19058450.493332
  nChanged 1292
		SP:Iteration 26Q (67893.840000 sec): 3 clusters
  Score: Raw -19064719.472468 + Penalty 5707.939764 = -19059011.532703
  nChanged 1177
		SP:Iteration 27Q (67894.740000 sec): 3 clusters
  Score: Raw -19065226.077867 + Penalty 5707.939764 = -19059518.138103
  nChanged 1072
		SP:Iteration 28Q (67895.680000 sec): 3 clusters
  Score: Raw -19065689.342622 + Penalty 5707.939764 = -19059981.402857
  nChanged 1015
		SP:Iteration 29Q (67896.580000 sec): 3 clusters
  Score: Raw -19066160.222517 + Penalty 5707.939764 = -19060452.282752
  nChanged 956
		SP:Iteration 30Q (67897.450000 sec): 3 clusters
  Score: Raw -19066615.813366 + Penalty 5707.939764 = -19060907.873602
  nChanged 884
		SP:Iteration 31Q (67898.330000 sec): 3 clusters
  Score: Raw -19067049.390197 + Penalty 5707.939764 = -19061341.450433
  nChanged 728
		SP:Iteration 32Q (67899.210000 sec): 3 clusters
  Score: Raw -19067402.102690 + Penalty 5707.939764 = -19061694.162926
  nChanged 673
		SP:Iteration 33Q (67900.100000 sec): 3 clusters
  Score: Raw -19067709.951324 + Penalty 5707.939764 = -19062002.011560
  nChanged 559
		SP:Iteration 34Q (67900.980000 sec): 3 clusters
  Score: Raw -19067967.971964 + Penalty 5707.939764 = -19062260.032200
  nChanged 498
		SP:Iteration 35Q (67901.870000 sec): 3 clusters
  Score: Raw -19068189.634441 + Penalty 5707.939764 = -19062481.694677
  nChanged 442
		SP:Iteration 36Q (67902.750000 sec): 3 clusters
  Score: Raw -19068396.899430 + Penalty 5707.939764 = -19062688.959665
  nChanged 395
		SP:Iteration 37Q (67903.630000 sec): 3 clusters
  Score: Raw -19068588.210749 + Penalty 5707.939764 = -19062880.270984
  nChanged 369
		SP:Iteration 38Q (67904.510000 sec): 3 clusters
  Score: Raw -19068765.997562 + Penalty 5707.939764 = -19063058.057798
  nChanged 316
		SP:Iteration 39Q (67905.380000 sec): 3 clusters
  Score: Raw -19068913.661844 + Penalty 5707.939764 = -19063205.722080
  nChanged 268
		SP:Iteration 40F (67906.360000 sec): 3 clusters
  Score: Raw -19069032.093742 + Penalty 5707.939764 = -19063324.153977
  nChanged 211
		SP:Iteration 41Q (67907.180000 sec): 3 clusters
  Score: Raw -19069124.480067 + Penalty 5707.939764 = -19063416.540303
  nChanged 179
		SP:Iteration 42Q (67908.000000 sec): 3 clusters
  Score: Raw -19069204.734041 + Penalty 5707.939764 = -19063496.794276
  nChanged 181
		SP:Iteration 43Q (67908.830000 sec): 3 clusters
  Score: Raw -19069278.142104 + Penalty 5707.939764 = -19063570.202340
  nChanged 138
		SP:Iteration 44Q (67909.710000 sec): 3 clusters
  Score: Raw -19069336.917371 + Penalty 5707.939764 = -19063628.977607
  nChanged 117
		SP:Iteration 45Q (67910.600000 sec): 3 clusters
  Score: Raw -19069385.645679 + Penalty 5707.939764 = -19063677.705914
  nChanged 114
		SP:Iteration 46Q (67911.490000 sec): 3 clusters
  Score: Raw -19069439.580894 + Penalty 5707.939764 = -19063731.641129
  nChanged 95
		SP:Iteration 47Q (67912.380000 sec): 3 clusters
  Score: Raw -19069482.169884 + Penalty 5707.939764 = -19063774.230119
  nChanged 85
		SP:Iteration 48Q (67913.270000 sec): 3 clusters
  Score: Raw -19069524.393663 + Penalty 5707.939764 = -19063816.453898
  nChanged 70
		SP:Iteration 49Q (67914.150000 sec): 3 clusters
  Score: Raw -19069555.594970 + Penalty 5707.939764 = -19063847.655205
  nChanged 64
		SP:Iteration 50Q (67914.940000 sec): 3 clusters
  Score: Raw -19069585.076973 + Penalty 5707.939764 = -19063877.137208
  nChanged 58
		SP:Iteration 51Q (67915.800000 sec): 3 clusters
  Score: Raw -19069613.465366 + Penalty 5707.939764 = -19063905.525601
  nChanged 54
		SP:Iteration 52Q (67916.690000 sec): 3 clusters
  Score: Raw -19069641.840029 + Penalty 5707.939764 = -19063933.900264
  nChanged 44
		SP:Iteration 53Q (67917.580000 sec): 3 clusters
  Score: Raw -19069663.706179 + Penalty 5707.939764 = -19063955.766414
  nChanged 36
		SP:Iteration 54Q (67918.470000 sec): 3 clusters
  Score: Raw -19069682.104002 + Penalty 5707.939764 = -19063974.164238
  nChanged 32
		SP:Iteration 55Q (67919.350000 sec): 3 clusters
  Score: Raw -19069695.585443 + Penalty 5707.939764 = -19063987.645678
  nChanged 20
		SP:Iteration 56Q (67920.180000 sec): 3 clusters
  Score: Raw -19069703.754257 + Penalty 5707.939764 = -19063995.814493
  nChanged 20
		SP:Iteration 57Q (67920.990000 sec): 3 clusters
  Score: Raw -19069710.962833 + Penalty 5707.939764 = -19064003.023068
  nChanged 12
		SP:Iteration 58Q (67921.790000 sec): 3 clusters
  Score: Raw -19069715.204496 + Penalty 5707.939764 = -19064007.264732
  nChanged 9
		SP:Iteration 59Q (67922.620000 sec): 3 clusters
  Score: Raw -19069718.812964 + Penalty 5707.939764 = -19064010.873200
  nChanged 9
		SP:Iteration 60F (67923.580000 sec): 3 clusters
  Score: Raw -19069722.509487 + Penalty 5707.939764 = -19064014.569723
  nChanged 9
		SP:Iteration 61Q (67924.470000 sec): 3 clusters
  Score: Raw -19069726.101773 + Penalty 5707.939764 = -19064018.162009
  nChanged 9
		SP:Iteration 62Q (67925.300000 sec): 3 clusters
  Score: Raw -19069730.518490 + Penalty 5707.939764 = -19064022.578726
  nChanged 9
		SP:Iteration 63Q (67926.110000 sec): 3 clusters
  Score: Raw -19069733.848147 + Penalty 5707.939764 = -19064025.908383
  nChanged 7
		SP:Iteration 64Q (67926.900000 sec): 3 clusters
  Score: Raw -19069736.401795 + Penalty 5707.939764 = -19064028.462031
  nChanged 7
		SP:Iteration 65Q (67927.750000 sec): 3 clusters
  Score: Raw -19069738.915867 + Penalty 5707.939764 = -19064030.976103
  nChanged 4
		SP:Iteration 66Q (67928.590000 sec): 3 clusters
  Score: Raw -19069740.238850 + Penalty 5707.939764 = -19064032.299086
  nChanged 5
		SP:Iteration 67Q (67929.480000 sec): 3 clusters
  Score: Raw -19069742.645286 + Penalty 5707.939764 = -19064034.705522
  nChanged 9
		SP:Iteration 68Q (67930.370000 sec): 3 clusters
  Score: Raw -19069746.876685 + Penalty 5707.939764 = -19064038.936920
  nChanged 8
		SP:Iteration 69Q (67931.260000 sec): 3 clusters
  Score: Raw -19069750.461976 + Penalty 5707.939764 = -19064042.522211
  nChanged 9
		SP:Iteration 70Q (67932.120000 sec): 3 clusters
  Score: Raw -19069755.013226 + Penalty 5707.939764 = -19064047.073462
  nChanged 7
		SP:Iteration 71Q (67932.960000 sec): 3 clusters
  Score: Raw -19069758.014528 + Penalty 5707.939764 = -19064050.074764
  nChanged 12
		SP:Iteration 72Q (67933.790000 sec): 3 clusters
  Score: Raw -19069763.212792 + Penalty 5707.939764 = -19064055.273028
  nChanged 12
		SP:Iteration 73Q (67934.690000 sec): 3 clusters
  Score: Raw -19069770.457203 + Penalty 5707.939764 = -19064062.517439
  nChanged 20
		SP:Iteration 74Q (67935.580000 sec): 3 clusters
  Score: Raw -19069779.841182 + Penalty 5707.939764 = -19064071.901417
  nChanged 12
		SP:Iteration 75Q (67936.460000 sec): 3 clusters
  Score: Raw -19069784.563227 + Penalty 5707.939764 = -19064076.623463
  nChanged 4
		SP:Iteration 76Q (67937.350000 sec): 3 clusters
  Score: Raw -19069786.830238 + Penalty 5707.939764 = -19064078.890474
  nChanged 3
		SP:Iteration 77Q (67938.240000 sec): 3 clusters
  Score: Raw -19069788.039600 + Penalty 5707.939764 = -19064080.099836
  nChanged 1
		SP:Iteration 78Q (67939.150000 sec): 3 clusters
  Score: Raw -19069788.372153 + Penalty 5707.939764 = -19064080.432388
  nChanged 1
		SP:Iteration 79Q (67940.000000 sec): 3 clusters
  Score: Raw -19069788.901282 + Penalty 5707.939764 = -19064080.961517
  nChanged 1
		SP:Iteration 80F (67940.970000 sec): 3 clusters
  Score: Raw -19069789.386053 + Penalty 5707.939764 = -19064081.446289
  nChanged 1
		SP:Iteration 81Q (67941.850000 sec): 3 clusters
  Score: Raw -19069789.826188 + Penalty 5707.939764 = -19064081.886423
  nChanged 0
		SP:Iteration 82F (67942.820000 sec): 3 clusters
  Score: Raw -19069789.826188 + Penalty 5707.939764 = -19064081.886423
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 34 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67942.890000 sec): 2 clusters
  Score: Raw -65153.944693 + Penalty 1477.047668 = -63676.897026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67943.070000 sec): 3 clusters
  Score: Raw -65264.295459 + Penalty 2954.095335 = -62310.200124
  nChanged 43
		SP:Iteration 1F (67943.240000 sec): 3 clusters
  Score: Raw -65372.450013 + Penalty 2954.095335 = -62418.354678
  nChanged 8
		SP:Iteration 2Q (67943.420000 sec): 3 clusters
  Score: Raw -65401.286651 + Penalty 2954.095335 = -62447.191316
  nChanged 3
		SP:Iteration 3Q (67943.600000 sec): 3 clusters
  Score: Raw -65410.539247 + Penalty 2954.095335 = -62456.443912
  nChanged 1
		SP:Iteration 4Q (67943.690000 sec): 3 clusters
  Score: Raw -65411.725057 + Penalty 2954.095335 = -62457.629722
  nChanged 0
		SP:Iteration 5F (67943.700000 sec): 3 clusters
  Score: Raw -65411.725057 + Penalty 2954.095335 = -62457.629722
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 35 (1231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67943.760000 sec): 2 clusters
  Score: Raw -217538.958770 + Penalty 1764.664367 = -215774.294403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67943.790000 sec): 3 clusters
  Score: Raw -217226.499716 + Penalty 3529.328735 = -213697.170981
  nChanged 315
		SP:Iteration 1F (67943.820000 sec): 3 clusters
  Score: Raw -217488.717542 + Penalty 3529.328735 = -213959.388808
  nChanged 74
		SP:Iteration 2F (67943.860000 sec): 3 clusters
  Score: Raw -217580.775129 + Penalty 3529.328735 = -214051.446394
  nChanged 42
		SP:Iteration 3Q (67943.890000 sec): 3 clusters
  Score: Raw -217639.512330 + Penalty 3529.328735 = -214110.183595
  nChanged 25
		SP:Iteration 4Q (67943.920000 sec): 3 clusters
  Score: Raw -217663.876697 + Penalty 3529.328735 = -214134.547963
  nChanged 19
		SP:Iteration 5Q (67943.950000 sec): 3 clusters
  Score: Raw -217689.193479 + Penalty 3529.328735 = -214159.864744
  nChanged 13
		SP:Iteration 6Q (67943.980000 sec): 3 clusters
  Score: Raw -217704.398941 + Penalty 3529.328735 = -214175.070206
  nChanged 9
		SP:Iteration 7Q (67944.020000 sec): 3 clusters
  Score: Raw -217712.286680 + Penalty 3529.328735 = -214182.957945
  nChanged 8
		SP:Iteration 8Q (67944.050000 sec): 3 clusters
  Score: Raw -217720.164463 + Penalty 3529.328735 = -214190.835729
  nChanged 3
		SP:Iteration 9Q (67944.080000 sec): 3 clusters
  Score: Raw -217723.100560 + Penalty 3529.328735 = -214193.771825
  nChanged 3
		SP:Iteration 10Q (67944.120000 sec): 3 clusters
  Score: Raw -217725.247647 + Penalty 3529.328735 = -214195.918912
  nChanged 0
		SP:Iteration 11F (67944.150000 sec): 3 clusters
  Score: Raw -217725.247647 + Penalty 3529.328735 = -214195.918912
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 36 (124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67944.180000 sec): 2 clusters
  Score: Raw -16195.844102 + Penalty 1195.429828 = -15000.414274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67944.180000 sec): 3 clusters
  Score: Raw -16624.165693 + Penalty 2390.859657 = -14233.306037
  nChanged 4
		SP:Iteration 1Q (67944.190000 sec): 3 clusters
  Score: Raw -16646.463120 + Penalty 2390.859657 = -14255.603463
  nChanged 1
		SP:Iteration 2Q (67944.200000 sec): 3 clusters
  Score: Raw -16654.280671 + Penalty 2390.859657 = -14263.421014
  nChanged 0
		SP:Iteration 3F (67944.200000 sec): 3 clusters
  Score: Raw -16654.280671 + Penalty 2390.859657 = -14263.421014
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 37 (17039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67944.380000 sec): 2 clusters
  Score: Raw -2917650.373709 + Penalty 2416.328508 = -2915234.045201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67944.670000 sec): 3 clusters
  Score: Raw -2907916.003138 + Penalty 4832.657016 = -2903083.346122
  nChanged 7409
		SP:Iteration 1F (67944.960000 sec): 3 clusters
  Score: Raw -2912023.888064 + Penalty 4832.657016 = -2907191.231048
  nChanged 999
		SP:Iteration 2F (67945.250000 sec): 3 clusters
  Score: Raw -2912475.647099 + Penalty 4832.657016 = -2907642.990083
  nChanged 868
		SP:Iteration 3F (67945.540000 sec): 3 clusters
  Score: Raw -2912890.408767 + Penalty 4832.657016 = -2908057.751751
  nChanged 852
		SP:Iteration 4F (67945.870000 sec): 3 clusters
  Score: Raw -2913336.951043 + Penalty 4832.657016 = -2908504.294027
  nChanged 754
		SP:Iteration 5Q (67946.180000 sec): 3 clusters
  Score: Raw -2913711.994963 + Penalty 4832.657016 = -2908879.337947
  nChanged 745
		SP:Iteration 6Q (67946.500000 sec): 3 clusters
  Score: Raw -2914057.905704 + Penalty 4832.657016 = -2909225.248688
  nChanged 695
		SP:Iteration 7Q (67946.840000 sec): 3 clusters
  Score: Raw -2914359.043538 + Penalty 4832.657016 = -2909526.386522
  nChanged 613
		SP:Iteration 8Q (67947.120000 sec): 3 clusters
  Score: Raw -2914624.969446 + Penalty 4832.657016 = -2909792.312430
  nChanged 563
		SP:Iteration 9Q (67947.400000 sec): 3 clusters
  Score: Raw -2914898.367570 + Penalty 4832.657016 = -2910065.710554
  nChanged 521
		SP:Iteration 10Q (67947.730000 sec): 3 clusters
  Score: Raw -2915131.531492 + Penalty 4832.657016 = -2910298.874476
  nChanged 492
		SP:Iteration 11Q (67948.030000 sec): 3 clusters
  Score: Raw -2915344.301721 + Penalty 4832.657016 = -2910511.644705
  nChanged 458
		SP:Iteration 12Q (67948.300000 sec): 3 clusters
  Score: Raw -2915595.918828 + Penalty 4832.657016 = -2910763.261812
  nChanged 460
		SP:Iteration 13Q (67948.620000 sec): 3 clusters
  Score: Raw -2915847.467304 + Penalty 4832.657016 = -2911014.810288
  nChanged 450
		SP:Iteration 14Q (67948.910000 sec): 3 clusters
  Score: Raw -2916084.446655 + Penalty 4832.657016 = -2911251.789639
  nChanged 419
		SP:Iteration 15Q (67949.250000 sec): 3 clusters
  Score: Raw -2916326.007759 + Penalty 4832.657016 = -2911493.350743
  nChanged 381
		SP:Iteration 16Q (67949.520000 sec): 3 clusters
  Score: Raw -2916545.225052 + Penalty 4832.657016 = -2911712.568036
  nChanged 304
		SP:Iteration 17Q (67949.790000 sec): 3 clusters
  Score: Raw -2916702.239658 + Penalty 4832.657016 = -2911869.582642
  nChanged 254
		SP:Iteration 18Q (67950.130000 sec): 3 clusters
  Score: Raw -2916834.997789 + Penalty 4832.657016 = -2912002.340773
  nChanged 226
		SP:Iteration 19Q (67950.460000 sec): 3 clusters
  Score: Raw -2916949.772648 + Penalty 4832.657016 = -2912117.115632
  nChanged 226
		SP:Iteration 20F (67950.800000 sec): 3 clusters
  Score: Raw -2917076.367344 + Penalty 4832.657016 = -2912243.710328
  nChanged 185
		SP:Iteration 21Q (67951.090000 sec): 3 clusters
  Score: Raw -2917176.075185 + Penalty 4832.657016 = -2912343.418169
  nChanged 178
		SP:Iteration 22Q (67951.380000 sec): 3 clusters
  Score: Raw -2917261.847555 + Penalty 4832.657016 = -2912429.190539
  nChanged 135
		SP:Iteration 23Q (67951.670000 sec): 3 clusters
  Score: Raw -2917328.455806 + Penalty 4832.657016 = -2912495.798789
  nChanged 128
		SP:Iteration 24Q (67951.960000 sec): 3 clusters
  Score: Raw -2917391.736306 + Penalty 4832.657016 = -2912559.079290
  nChanged 107
		SP:Iteration 25Q (67952.250000 sec): 3 clusters
  Score: Raw -2917448.675869 + Penalty 4832.657016 = -2912616.018853
  nChanged 108
		SP:Iteration 26Q (67952.540000 sec): 3 clusters
  Score: Raw -2917516.190459 + Penalty 4832.657016 = -2912683.533443
  nChanged 110
		SP:Iteration 27Q (67952.830000 sec): 3 clusters
  Score: Raw -2917573.716267 + Penalty 4832.657016 = -2912741.059251
  nChanged 89
		SP:Iteration 28Q (67953.130000 sec): 3 clusters
  Score: Raw -2917620.182620 + Penalty 4832.657016 = -2912787.525604
  nChanged 78
		SP:Iteration 29Q (67953.420000 sec): 3 clusters
  Score: Raw -2917674.244498 + Penalty 4832.657016 = -2912841.587482
  nChanged 79
		SP:Iteration 30Q (67953.710000 sec): 3 clusters
  Score: Raw -2917723.109309 + Penalty 4832.657016 = -2912890.452293
  nChanged 74
		SP:Iteration 31Q (67953.930000 sec): 3 clusters
  Score: Raw -2917768.166431 + Penalty 4832.657016 = -2912935.509415
  nChanged 62
		SP:Iteration 32Q (67954.130000 sec): 3 clusters
  Score: Raw -2917804.074534 + Penalty 4832.657016 = -2912971.417518
  nChanged 55
		SP:Iteration 33Q (67954.380000 sec): 3 clusters
  Score: Raw -2917838.750829 + Penalty 4832.657016 = -2913006.093813
  nChanged 55
		SP:Iteration 34Q (67954.640000 sec): 3 clusters
  Score: Raw -2917871.594632 + Penalty 4832.657016 = -2913038.937615
  nChanged 47
		SP:Iteration 35Q (67954.940000 sec): 3 clusters
  Score: Raw -2917900.883512 + Penalty 4832.657016 = -2913068.226496
  nChanged 38
		SP:Iteration 36Q (67955.230000 sec): 3 clusters
  Score: Raw -2917927.593209 + Penalty 4832.657016 = -2913094.936193
  nChanged 29
		SP:Iteration 37Q (67955.570000 sec): 3 clusters
  Score: Raw -2917950.062310 + Penalty 4832.657016 = -2913117.405294
  nChanged 33
		SP:Iteration 38Q (67955.810000 sec): 3 clusters
  Score: Raw -2917970.743913 + Penalty 4832.657016 = -2913138.086897
  nChanged 21
		SP:Iteration 39Q (67956.110000 sec): 3 clusters
  Score: Raw -2917983.624105 + Penalty 4832.657016 = -2913150.967089
  nChanged 15
		SP:Iteration 40F (67956.430000 sec): 3 clusters
  Score: Raw -2917994.930372 + Penalty 4832.657016 = -2913162.273356
  nChanged 14
		SP:Iteration 41Q (67956.620000 sec): 3 clusters
  Score: Raw -2918003.693217 + Penalty 4832.657016 = -2913171.036201
  nChanged 12
		SP:Iteration 42Q (67956.810000 sec): 3 clusters
  Score: Raw -2918011.147010 + Penalty 4832.657016 = -2913178.489994
  nChanged 13
		SP:Iteration 43Q (67957.090000 sec): 3 clusters
  Score: Raw -2918018.592740 + Penalty 4832.657016 = -2913185.935724
  nChanged 7
		SP:Iteration 44Q (67957.370000 sec): 3 clusters
  Score: Raw -2918022.638594 + Penalty 4832.657016 = -2913189.981578
  nChanged 5
		SP:Iteration 45Q (67957.650000 sec): 3 clusters
  Score: Raw -2918026.764843 + Penalty 4832.657016 = -2913194.107827
  nChanged 4
		SP:Iteration 46Q (67957.950000 sec): 3 clusters
  Score: Raw -2918028.298745 + Penalty 4832.657016 = -2913195.641729
  nChanged 5
		SP:Iteration 47Q (67958.190000 sec): 3 clusters
  Score: Raw -2918031.348333 + Penalty 4832.657016 = -2913198.691317
  nChanged 6
		SP:Iteration 48Q (67958.440000 sec): 3 clusters
  Score: Raw -2918034.196837 + Penalty 4832.657016 = -2913201.539820
  nChanged 6
		SP:Iteration 49Q (67958.700000 sec): 3 clusters
  Score: Raw -2918037.731663 + Penalty 4832.657016 = -2913205.074646
  nChanged 4
		SP:Iteration 50Q (67958.990000 sec): 3 clusters
  Score: Raw -2918040.190532 + Penalty 4832.657016 = -2913207.533516
  nChanged 3
		SP:Iteration 51Q (67959.290000 sec): 3 clusters
  Score: Raw -2918041.555762 + Penalty 4832.657016 = -2913208.898746
  nChanged 3
		SP:Iteration 52Q (67959.580000 sec): 3 clusters
  Score: Raw -2918042.659848 + Penalty 4832.657016 = -2913210.002832
  nChanged 2
		SP:Iteration 53Q (67959.820000 sec): 3 clusters
  Score: Raw -2918044.500021 + Penalty 4832.657016 = -2913211.843005
  nChanged 2
		SP:Iteration 54Q (67960.020000 sec): 3 clusters
  Score: Raw -2918046.075809 + Penalty 4832.657016 = -2913213.418793
  nChanged 1
		SP:Iteration 55Q (67960.290000 sec): 3 clusters
  Score: Raw -2918046.435309 + Penalty 4832.657016 = -2913213.778293
  nChanged 1
		SP:Iteration 56Q (67960.590000 sec): 3 clusters
  Score: Raw -2918047.191792 + Penalty 4832.657016 = -2913214.534776
  nChanged 1
		SP:Iteration 57Q (67960.870000 sec): 3 clusters
  Score: Raw -2918048.007984 + Penalty 4832.657016 = -2913215.350968
  nChanged 5
		SP:Iteration 58Q (67961.170000 sec): 3 clusters
  Score: Raw -2918049.890936 + Penalty 4832.657016 = -2913217.233920
  nChanged 3
		SP:Iteration 59Q (67961.460000 sec): 3 clusters
  Score: Raw -2918051.511533 + Penalty 4832.657016 = -2913218.854517
  nChanged 0
		SP:Iteration 60F (67961.750000 sec): 3 clusters
  Score: Raw -2918051.511533 + Penalty 4832.657016 = -2913218.854517
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 38 (21322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67961.950000 sec): 2 clusters
  Score: Raw -3737210.624015 + Penalty 2471.938681 = -3734738.685334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67962.340000 sec): 3 clusters
  Score: Raw -3724874.376979 + Penalty 4943.877363 = -3719930.499616
  nChanged 9438
		SP:Iteration 1F (67962.680000 sec): 3 clusters
  Score: Raw -3729797.593399 + Penalty 4943.877363 = -3724853.716037
  nChanged 1066
		SP:Iteration 2Q (67963.020000 sec): 3 clusters
  Score: Raw -3730168.285173 + Penalty 4943.877363 = -3725224.407810
  nChanged 920
		SP:Iteration 3Q (67963.350000 sec): 3 clusters
  Score: Raw -3730489.233472 + Penalty 4943.877363 = -3725545.356109
  nChanged 854
		SP:Iteration 4Q (67963.650000 sec): 3 clusters
  Score: Raw -3730813.082567 + Penalty 4943.877363 = -3725869.205204
  nChanged 829
		SP:Iteration 5Q (67963.950000 sec): 3 clusters
  Score: Raw -3731150.430399 + Penalty 4943.877363 = -3726206.553036
  nChanged 895
		SP:Iteration 6Q (67964.290000 sec): 3 clusters
  Score: Raw -3731540.558469 + Penalty 4943.877363 = -3726596.681106
  nChanged 896
		SP:Iteration 7Q (67964.620000 sec): 3 clusters
  Score: Raw -3731988.831466 + Penalty 4943.877363 = -3727044.954103
  nChanged 971
		SP:Iteration 8Q (67965.040000 sec): 3 clusters
  Score: Raw -3732461.966671 + Penalty 4943.877363 = -3727518.089309
  nChanged 984
		SP:Iteration 9Q (67965.350000 sec): 3 clusters
  Score: Raw -3732944.489675 + Penalty 4943.877363 = -3728000.612313
  nChanged 916
		SP:Iteration 10Q (67965.760000 sec): 3 clusters
  Score: Raw -3733381.936010 + Penalty 4943.877363 = -3728438.058647
  nChanged 868
		SP:Iteration 11Q (67966.050000 sec): 3 clusters
  Score: Raw -3733769.566233 + Penalty 4943.877363 = -3728825.688871
  nChanged 760
		SP:Iteration 12Q (67966.460000 sec): 3 clusters
  Score: Raw -3734101.246455 + Penalty 4943.877363 = -3729157.369093
  nChanged 681
		SP:Iteration 13Q (67966.720000 sec): 3 clusters
  Score: Raw -3734403.381064 + Penalty 4943.877363 = -3729459.503701
  nChanged 645
		SP:Iteration 14Q (67967.130000 sec): 3 clusters
  Score: Raw -3734674.578729 + Penalty 4943.877363 = -3729730.701367
  nChanged 593
		SP:Iteration 15Q (67967.480000 sec): 3 clusters
  Score: Raw -3734939.729250 + Penalty 4943.877363 = -3729995.851888
  nChanged 561
		SP:Iteration 16Q (67967.820000 sec): 3 clusters
  Score: Raw -3735215.522886 + Penalty 4943.877363 = -3730271.645524
  nChanged 555
		SP:Iteration 17Q (67968.130000 sec): 3 clusters
  Score: Raw -3735526.964595 + Penalty 4943.877363 = -3730583.087233
  nChanged 560
		SP:Iteration 18Q (67968.430000 sec): 3 clusters
  Score: Raw -3735867.036847 + Penalty 4943.877363 = -3730923.159484
  nChanged 535
		SP:Iteration 19Q (67968.740000 sec): 3 clusters
  Score: Raw -3736233.614343 + Penalty 4943.877363 = -3731289.736980
  nChanged 482
		SP:Iteration 20F (67969.050000 sec): 3 clusters
  Score: Raw -3736607.714153 + Penalty 4943.877363 = -3731663.836790
  nChanged 411
		SP:Iteration 21Q (67969.350000 sec): 3 clusters
  Score: Raw -3736950.319064 + Penalty 4943.877363 = -3732006.441702
  nChanged 331
		SP:Iteration 22Q (67969.650000 sec): 3 clusters
  Score: Raw -3737227.727414 + Penalty 4943.877363 = -3732283.850052
  nChanged 264
		SP:Iteration 23Q (67969.960000 sec): 3 clusters
  Score: Raw -3737433.023407 + Penalty 4943.877363 = -3732489.146044
  nChanged 229
		SP:Iteration 24Q (67970.260000 sec): 3 clusters
  Score: Raw -3737589.352362 + Penalty 4943.877363 = -3732645.475000
  nChanged 167
		SP:Iteration 25Q (67970.560000 sec): 3 clusters
  Score: Raw -3737677.179821 + Penalty 4943.877363 = -3732733.302458
  nChanged 134
		SP:Iteration 26Q (67970.860000 sec): 3 clusters
  Score: Raw -3737735.505222 + Penalty 4943.877363 = -3732791.627859
  nChanged 100
		SP:Iteration 27Q (67971.160000 sec): 3 clusters
  Score: Raw -3737776.415056 + Penalty 4943.877363 = -3732832.537694
  nChanged 89
		SP:Iteration 28Q (67971.490000 sec): 3 clusters
  Score: Raw -3737817.308556 + Penalty 4943.877363 = -3732873.431194
  nChanged 72
		SP:Iteration 29Q (67971.820000 sec): 3 clusters
  Score: Raw -3737845.128711 + Penalty 4943.877363 = -3732901.251348
  nChanged 60
		SP:Iteration 30Q (67972.120000 sec): 3 clusters
  Score: Raw -3737865.459210 + Penalty 4943.877363 = -3732921.581847
  nChanged 44
		SP:Iteration 31Q (67972.480000 sec): 3 clusters
  Score: Raw -3737879.254774 + Penalty 4943.877363 = -3732935.377412
  nChanged 40
		SP:Iteration 32Q (67972.810000 sec): 3 clusters
  Score: Raw -3737892.015861 + Penalty 4943.877363 = -3732948.138498
  nChanged 35
		SP:Iteration 33Q (67973.140000 sec): 3 clusters
  Score: Raw -3737902.778837 + Penalty 4943.877363 = -3732958.901474
  nChanged 29
		SP:Iteration 34Q (67973.470000 sec): 3 clusters
  Score: Raw -3737912.021356 + Penalty 4943.877363 = -3732968.143994
  nChanged 28
		SP:Iteration 35Q (67973.810000 sec): 3 clusters
  Score: Raw -3737922.201792 + Penalty 4943.877363 = -3732978.324430
  nChanged 24
		SP:Iteration 36Q (67974.130000 sec): 3 clusters
  Score: Raw -3737931.181853 + Penalty 4943.877363 = -3732987.304491
  nChanged 19
		SP:Iteration 37Q (67974.470000 sec): 3 clusters
  Score: Raw -3737937.771123 + Penalty 4943.877363 = -3732993.893760
  nChanged 16
		SP:Iteration 38Q (67974.790000 sec): 3 clusters
  Score: Raw -3737942.782105 + Penalty 4943.877363 = -3732998.904743
  nChanged 20
		SP:Iteration 39Q (67975.130000 sec): 3 clusters
  Score: Raw -3737948.527123 + Penalty 4943.877363 = -3733004.649760
  nChanged 14
		SP:Iteration 40F (67975.450000 sec): 3 clusters
  Score: Raw -3737952.289508 + Penalty 4943.877363 = -3733008.412145
  nChanged 11
		SP:Iteration 41Q (67975.790000 sec): 3 clusters
  Score: Raw -3737956.306061 + Penalty 4943.877363 = -3733012.428698
  nChanged 7
		SP:Iteration 42Q (67976.120000 sec): 3 clusters
  Score: Raw -3737958.536346 + Penalty 4943.877363 = -3733014.658984
  nChanged 9
		SP:Iteration 43Q (67976.450000 sec): 3 clusters
  Score: Raw -3737962.076597 + Penalty 4943.877363 = -3733018.199235
  nChanged 11
		SP:Iteration 44Q (67976.780000 sec): 3 clusters
  Score: Raw -3737965.131710 + Penalty 4943.877363 = -3733021.254347
  nChanged 9
		SP:Iteration 45Q (67977.110000 sec): 3 clusters
  Score: Raw -3737967.832193 + Penalty 4943.877363 = -3733023.954831
  nChanged 8
		SP:Iteration 46Q (67977.490000 sec): 3 clusters
  Score: Raw -3737969.762926 + Penalty 4943.877363 = -3733025.885564
  nChanged 2
		SP:Iteration 47Q (67977.860000 sec): 3 clusters
  Score: Raw -3737970.165056 + Penalty 4943.877363 = -3733026.287694
  nChanged 2
		SP:Iteration 48Q (67978.240000 sec): 3 clusters
  Score: Raw -3737970.975373 + Penalty 4943.877363 = -3733027.098010
  nChanged 0
		SP:Iteration 49F (67978.570000 sec): 3 clusters
  Score: Raw -3737970.975373 + Penalty 4943.877363 = -3733027.098010
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 39 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67978.660000 sec): 2 clusters
  Score: Raw -20566.375424 + Penalty 1229.045110 = -19337.330314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67978.830000 sec): 3 clusters
  Score: Raw -20853.500585 + Penalty 2458.090221 = -18395.410365
  nChanged 13
		SP:Iteration 1F (67979.010000 sec): 3 clusters
  Score: Raw -20914.365274 + Penalty 2458.090221 = -18456.275053
  nChanged 1
		SP:Iteration 2Q (67979.190000 sec): 3 clusters
  Score: Raw -20918.436448 + Penalty 2458.090221 = -18460.346227
  nChanged 0
		SP:Iteration 3F (67979.360000 sec): 3 clusters
  Score: Raw -20918.436448 + Penalty 2458.090221 = -18460.346227
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 40 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67979.450000 sec): 2 clusters
  Score: Raw -66434.522386 + Penalty 1488.350890 = -64946.171496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67979.630000 sec): 3 clusters
  Score: Raw -66516.023369 + Penalty 2976.701779 = -63539.321590
  nChanged 61
		SP:Iteration 1F (67979.800000 sec): 3 clusters
  Score: Raw -66666.894756 + Penalty 2976.701779 = -63690.192977
  nChanged 13
		SP:Iteration 2Q (67979.980000 sec): 3 clusters
  Score: Raw -66703.644244 + Penalty 2976.701779 = -63726.942465
  nChanged 3
		SP:Iteration 3Q (67980.150000 sec): 3 clusters
  Score: Raw -66714.631878 + Penalty 2976.701779 = -63737.930098
  nChanged 3
		SP:Iteration 4Q (67980.330000 sec): 3 clusters
  Score: Raw -66722.225340 + Penalty 2976.701779 = -63745.523561
  nChanged 4
		SP:Iteration 5Q (67980.510000 sec): 3 clusters
  Score: Raw -66738.023621 + Penalty 2976.701779 = -63761.321842
  nChanged 2
		SP:Iteration 6Q (67980.680000 sec): 3 clusters
  Score: Raw -66743.931987 + Penalty 2976.701779 = -63767.230208
  nChanged 2
		SP:Iteration 7Q (67980.860000 sec): 3 clusters
  Score: Raw -66747.874281 + Penalty 2976.701779 = -63771.172502
  nChanged 1
		SP:Iteration 8Q (67981.030000 sec): 3 clusters
  Score: Raw -66752.914759 + Penalty 2976.701779 = -63776.212980
  nChanged 1
		SP:Iteration 9Q (67981.210000 sec): 3 clusters
  Score: Raw -66757.485679 + Penalty 2976.701779 = -63780.783900
  nChanged 2
		SP:Iteration 10Q (67981.380000 sec): 3 clusters
  Score: Raw -66761.624492 + Penalty 2976.701779 = -63784.922713
  nChanged 1
		SP:Iteration 11Q (67981.440000 sec): 3 clusters
  Score: Raw -66770.758093 + Penalty 2976.701779 = -63794.056313
  nChanged 4
		SP:Iteration 12Q (67981.450000 sec): 3 clusters
  Score: Raw -66782.588446 + Penalty 2976.701779 = -63805.886667
  nChanged 3
		SP:Iteration 13Q (67981.460000 sec): 3 clusters
  Score: Raw -66789.917359 + Penalty 2976.701779 = -63813.215580
  nChanged 0
		SP:Iteration 14F (67981.470000 sec): 3 clusters
  Score: Raw -66789.917359 + Penalty 2976.701779 = -63813.215580
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 41 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67981.500000 sec): 2 clusters
  Score: Raw -17990.688026 + Penalty 1181.019136 = -16809.668890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67981.510000 sec): 3 clusters
  Score: Raw -18287.636136 + Penalty 2362.038272 = -15925.597865
  nChanged 1
		SP:Iteration 1Q (67981.510000 sec): 3 clusters
  Score: Raw -18295.055717 + Penalty 2362.038272 = -15933.017446
  nChanged 0
		SP:Iteration 2F (67981.520000 sec): 3 clusters
  Score: Raw -18295.055717 + Penalty 2362.038272 = -15933.017446
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 42 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67981.540000 sec): 2 clusters
  Score: Raw -41605.268508 + Penalty 1372.280593 = -40232.987915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67981.550000 sec): 3 clusters
  Score: Raw -41774.032769 + Penalty 2744.561186 = -39029.471583
  nChanged 26
		SP:Iteration 1F (67981.560000 sec): 3 clusters
  Score: Raw -41862.291217 + Penalty 2744.561186 = -39117.730030
  nChanged 5
		SP:Iteration 2Q (67981.570000 sec): 3 clusters
  Score: Raw -41879.855677 + Penalty 2744.561186 = -39135.294490
  nChanged 7
		SP:Iteration 3Q (67981.570000 sec): 3 clusters
  Score: Raw -41900.922410 + Penalty 2744.561186 = -39156.361223
  nChanged 4
		SP:Iteration 4Q (67981.580000 sec): 3 clusters
  Score: Raw -41920.373901 + Penalty 2744.561186 = -39175.812715
  nChanged 1
		SP:Iteration 5Q (67981.590000 sec): 3 clusters
  Score: Raw -41922.355886 + Penalty 2744.561186 = -39177.794700
  nChanged 0
		SP:Iteration 6F (67981.600000 sec): 3 clusters
  Score: Raw -41922.355886 + Penalty 2744.561186 = -39177.794700
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 43 (2239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67981.660000 sec): 2 clusters
  Score: Raw -369529.875632 + Penalty 1913.018585 = -367616.857047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67981.730000 sec): 3 clusters
  Score: Raw -368689.701121 + Penalty 3826.037170 = -364863.663951
  nChanged 743
		SP:Iteration 1F (67981.790000 sec): 3 clusters
  Score: Raw -369263.018708 + Penalty 3826.037170 = -365436.981538
  nChanged 194
		SP:Iteration 2F (67981.840000 sec): 3 clusters
  Score: Raw -369476.224205 + Penalty 3826.037170 = -365650.187035
  nChanged 143
		SP:Iteration 3F (67981.900000 sec): 3 clusters
  Score: Raw -369665.196063 + Penalty 3826.037170 = -365839.158893
  nChanged 122
		SP:Iteration 4F (67981.960000 sec): 3 clusters
  Score: Raw -369815.288615 + Penalty 3826.037170 = -365989.251445
  nChanged 109
		SP:Iteration 5Q (67982.020000 sec): 3 clusters
  Score: Raw -369958.186031 + Penalty 3826.037170 = -366132.148861
  nChanged 93
		SP:Iteration 6Q (67982.070000 sec): 3 clusters
  Score: Raw -370096.365798 + Penalty 3826.037170 = -366270.328628
  nChanged 96
		SP:Iteration 7Q (67982.130000 sec): 3 clusters
  Score: Raw -370259.961405 + Penalty 3826.037170 = -366433.924235
  nChanged 89
		SP:Iteration 8Q (67982.190000 sec): 3 clusters
  Score: Raw -370433.182063 + Penalty 3826.037170 = -366607.144893
  nChanged 83
		SP:Iteration 9Q (67982.250000 sec): 3 clusters
  Score: Raw -370563.581853 + Penalty 3826.037170 = -366737.544683
  nChanged 72
		SP:Iteration 10Q (67982.300000 sec): 3 clusters
  Score: Raw -370666.285040 + Penalty 3826.037170 = -366840.247870
  nChanged 55
		SP:Iteration 11Q (67982.360000 sec): 3 clusters
  Score: Raw -370736.202978 + Penalty 3826.037170 = -366910.165808
  nChanged 47
		SP:Iteration 12Q (67982.490000 sec): 3 clusters
  Score: Raw -370785.568754 + Penalty 3826.037170 = -366959.531584
  nChanged 40
		SP:Iteration 13Q (67982.670000 sec): 3 clusters
  Score: Raw -370818.141290 + Penalty 3826.037170 = -366992.104120
  nChanged 22
		SP:Iteration 14Q (67982.850000 sec): 3 clusters
  Score: Raw -370834.952045 + Penalty 3826.037170 = -367008.914875
  nChanged 21
		SP:Iteration 15Q (67983.020000 sec): 3 clusters
  Score: Raw -370851.165124 + Penalty 3826.037170 = -367025.127954
  nChanged 13
		SP:Iteration 16Q (67983.200000 sec): 3 clusters
  Score: Raw -370860.189646 + Penalty 3826.037170 = -367034.152476
  nChanged 13
		SP:Iteration 17Q (67983.370000 sec): 3 clusters
  Score: Raw -370868.482782 + Penalty 3826.037170 = -367042.445612
  nChanged 11
		SP:Iteration 18Q (67983.550000 sec): 3 clusters
  Score: Raw -370873.594705 + Penalty 3826.037170 = -367047.557535
  nChanged 11
		SP:Iteration 19Q (67983.730000 sec): 3 clusters
  Score: Raw -370878.801028 + Penalty 3826.037170 = -367052.763858
  nChanged 7
		SP:Iteration 20F (67983.900000 sec): 3 clusters
  Score: Raw -370885.931256 + Penalty 3826.037170 = -367059.894086
  nChanged 7
		SP:Iteration 21Q (67984.080000 sec): 3 clusters
  Score: Raw -370890.576578 + Penalty 3826.037170 = -367064.539408
  nChanged 2
		SP:Iteration 22Q (67984.250000 sec): 3 clusters
  Score: Raw -370891.290758 + Penalty 3826.037170 = -367065.253588
  nChanged 1
		SP:Iteration 23Q (67984.430000 sec): 3 clusters
  Score: Raw -370891.869986 + Penalty 3826.037170 = -367065.832816
  nChanged 3
		SP:Iteration 24Q (67984.610000 sec): 3 clusters
  Score: Raw -370893.067812 + Penalty 3826.037170 = -367067.030642
  nChanged 2
		SP:Iteration 25Q (67984.780000 sec): 3 clusters
  Score: Raw -370893.641108 + Penalty 3826.037170 = -367067.603938
  nChanged 0
		SP:Iteration 26F (67984.910000 sec): 3 clusters
  Score: Raw -370893.641108 + Penalty 3826.037170 = -367067.603938
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 44 (152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67985.000000 sec): 2 clusters
  Score: Raw -23661.122693 + Penalty 1245.922369 = -22415.200324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67985.170000 sec): 3 clusters
  Score: Raw -23978.506562 + Penalty 2491.844738 = -21486.661823
  nChanged 6
		SP:Iteration 1Q (67985.350000 sec): 3 clusters
  Score: Raw -24018.549984 + Penalty 2491.844738 = -21526.705245
  nChanged 1
		SP:Iteration 2Q (67985.530000 sec): 3 clusters
  Score: Raw -24026.299852 + Penalty 2491.844738 = -21534.455113
  nChanged 1
		SP:Iteration 3Q (67985.700000 sec): 3 clusters
  Score: Raw -24031.716733 + Penalty 2491.844738 = -21539.871995
  nChanged 0
		SP:Iteration 4F (67985.890000 sec): 3 clusters
  Score: Raw -24031.716733 + Penalty 2491.844738 = -21539.871995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 45 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67985.960000 sec): 2 clusters
  Score: Raw -35797.453686 + Penalty 1358.162961 = -34439.290725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67986.100000 sec): 3 clusters
  Score: Raw -36031.386210 + Penalty 2716.325922 = -33315.060288
  nChanged 25
		SP:Iteration 1F (67986.270000 sec): 3 clusters
  Score: Raw -36135.478891 + Penalty 2716.325922 = -33419.152969
  nChanged 11
		SP:Iteration 2Q (67986.450000 sec): 3 clusters
  Score: Raw -36208.168677 + Penalty 2716.325922 = -33491.842755
  nChanged 3
		SP:Iteration 3Q (67986.620000 sec): 3 clusters
  Score: Raw -36234.480722 + Penalty 2716.325922 = -33518.154800
  nChanged 0
		SP:Iteration 4F (67986.800000 sec): 3 clusters
  Score: Raw -36234.480722 + Penalty 2716.325922 = -33518.154800
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 46 (1030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67986.890000 sec): 2 clusters
  Score: Raw -178287.005237 + Penalty 1720.453892 = -176566.551345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67987.060000 sec): 3 clusters
  Score: Raw -178046.632091 + Penalty 3440.907784 = -174605.724307
  nChanged 242
		SP:Iteration 1F (67987.240000 sec): 3 clusters
  Score: Raw -178281.574233 + Penalty 3440.907784 = -174840.666449
  nChanged 54
		SP:Iteration 2F (67987.410000 sec): 3 clusters
  Score: Raw -178346.687530 + Penalty 3440.907784 = -174905.779746
  nChanged 27
		SP:Iteration 3Q (67987.590000 sec): 3 clusters
  Score: Raw -178380.308738 + Penalty 3440.907784 = -174939.400954
  nChanged 21
		SP:Iteration 4Q (67987.750000 sec): 3 clusters
  Score: Raw -178401.505692 + Penalty 3440.907784 = -174960.597908
  nChanged 17
		SP:Iteration 5Q (67987.940000 sec): 3 clusters
  Score: Raw -178425.011313 + Penalty 3440.907784 = -174984.103529
  nChanged 8
		SP:Iteration 6Q (67988.120000 sec): 3 clusters
  Score: Raw -178437.870356 + Penalty 3440.907784 = -174996.962572
  nChanged 4
		SP:Iteration 7Q (67988.290000 sec): 3 clusters
  Score: Raw -178442.120037 + Penalty 3440.907784 = -175001.212253
  nChanged 7
		SP:Iteration 8Q (67988.470000 sec): 3 clusters
  Score: Raw -178453.047083 + Penalty 3440.907784 = -175012.139298
  nChanged 6
		SP:Iteration 9Q (67988.650000 sec): 3 clusters
  Score: Raw -178460.053131 + Penalty 3440.907784 = -175019.145347
  nChanged 3
		SP:Iteration 10Q (67988.820000 sec): 3 clusters
  Score: Raw -178464.438345 + Penalty 3440.907784 = -175023.530561
  nChanged 4
		SP:Iteration 11Q (67989.000000 sec): 3 clusters
  Score: Raw -178471.450332 + Penalty 3440.907784 = -175030.542548
  nChanged 5
		SP:Iteration 12Q (67989.170000 sec): 3 clusters
  Score: Raw -178479.898488 + Penalty 3440.907784 = -175038.990703
  nChanged 2
		SP:Iteration 13Q (67989.350000 sec): 3 clusters
  Score: Raw -178482.637885 + Penalty 3440.907784 = -175041.730101
  nChanged 2
		SP:Iteration 14Q (67989.530000 sec): 3 clusters
  Score: Raw -178483.873725 + Penalty 3440.907784 = -175042.965941
  nChanged 1
		SP:Iteration 15Q (67989.700000 sec): 3 clusters
  Score: Raw -178484.099606 + Penalty 3440.907784 = -175043.191821
  nChanged 0
		SP:Iteration 16F (67989.880000 sec): 3 clusters
  Score: Raw -178484.099606 + Penalty 3440.907784 = -175043.191821
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 47 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67989.950000 sec): 2 clusters
  Score: Raw -80693.697746 + Penalty 1542.212830 = -79151.484916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67990.140000 sec): 3 clusters
  Score: Raw -80738.300080 + Penalty 3084.425659 = -77653.874421
  nChanged 100
		SP:Iteration 1F (67990.310000 sec): 3 clusters
  Score: Raw -80979.728360 + Penalty 3084.425659 = -77895.302700
  nChanged 23
		SP:Iteration 2Q (67990.490000 sec): 3 clusters
  Score: Raw -81036.847419 + Penalty 3084.425659 = -77952.421760
  nChanged 12
		SP:Iteration 3Q (67990.670000 sec): 3 clusters
  Score: Raw -81068.434522 + Penalty 3084.425659 = -77984.008863
  nChanged 7
		SP:Iteration 4Q (67990.840000 sec): 3 clusters
  Score: Raw -81131.912314 + Penalty 3084.425659 = -78047.486655
  nChanged 8
		SP:Iteration 5Q (67991.020000 sec): 3 clusters
  Score: Raw -81154.236300 + Penalty 3084.425659 = -78069.810640
  nChanged 3
		SP:Iteration 6Q (67991.150000 sec): 3 clusters
  Score: Raw -81161.410826 + Penalty 3084.425659 = -78076.985167
  nChanged 4
		SP:Iteration 7Q (67991.330000 sec): 3 clusters
  Score: Raw -81172.735685 + Penalty 3084.425659 = -78088.310026
  nChanged 1
		SP:Iteration 8Q (67991.500000 sec): 3 clusters
  Score: Raw -81178.050568 + Penalty 3084.425659 = -78093.624909
  nChanged 4
		SP:Iteration 9Q (67991.680000 sec): 3 clusters
  Score: Raw -81195.504822 + Penalty 3084.425659 = -78111.079162
  nChanged 3
		SP:Iteration 10Q (67991.850000 sec): 3 clusters
  Score: Raw -81202.374395 + Penalty 3084.425659 = -78117.948736
  nChanged 2
		SP:Iteration 11Q (67992.030000 sec): 3 clusters
  Score: Raw -81219.760149 + Penalty 3084.425659 = -78135.334489
  nChanged 1
		SP:Iteration 12Q (67992.210000 sec): 3 clusters
  Score: Raw -81240.137594 + Penalty 3084.425659 = -78155.711935
  nChanged 6
		SP:Iteration 13Q (67992.380000 sec): 3 clusters
  Score: Raw -81251.616175 + Penalty 3084.425659 = -78167.190515
  nChanged 3
		SP:Iteration 14Q (67992.560000 sec): 3 clusters
  Score: Raw -81262.695855 + Penalty 3084.425659 = -78178.270196
  nChanged 2
		SP:Iteration 15Q (67992.730000 sec): 3 clusters
  Score: Raw -81267.891126 + Penalty 3084.425659 = -78183.465467
  nChanged 1
		SP:Iteration 16Q (67992.920000 sec): 3 clusters
  Score: Raw -81270.075739 + Penalty 3084.425659 = -78185.650080
  nChanged 1
		SP:Iteration 17Q (67993.090000 sec): 3 clusters
  Score: Raw -81274.209209 + Penalty 3084.425659 = -78189.783550
  nChanged 1
		SP:Iteration 18Q (67993.260000 sec): 3 clusters
  Score: Raw -81276.186223 + Penalty 3084.425659 = -78191.760564
  nChanged 1
		SP:Iteration 19Q (67993.440000 sec): 3 clusters
  Score: Raw -81279.757689 + Penalty 3084.425659 = -78195.332029
  nChanged 2
		SP:Iteration 20F (67993.610000 sec): 3 clusters
  Score: Raw -81287.662999 + Penalty 3084.425659 = -78203.237340
  nChanged 1
		SP:Iteration 21Q (67993.790000 sec): 3 clusters
  Score: Raw -81296.823633 + Penalty 3084.425659 = -78212.397973
  nChanged 1
		SP:Iteration 22Q (67993.960000 sec): 3 clusters
  Score: Raw -81299.191078 + Penalty 3084.425659 = -78214.765419
  nChanged 1
		SP:Iteration 23Q (67994.140000 sec): 3 clusters
  Score: Raw -81303.373556 + Penalty 3084.425659 = -78218.947897
  nChanged 2
		SP:Iteration 24Q (67994.320000 sec): 3 clusters
  Score: Raw -81308.537475 + Penalty 3084.425659 = -78224.111816
  nChanged 0
		SP:Iteration 25F (67994.490000 sec): 3 clusters
  Score: Raw -81308.537475 + Penalty 3084.425659 = -78224.111816
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 48 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67994.580000 sec): 2 clusters
  Score: Raw -24954.831584 + Penalty 1267.772972 = -23687.058612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67994.760000 sec): 3 clusters
  Score: Raw -25382.156655 + Penalty 2535.545943 = -22846.610712
  nChanged 24
		SP:Iteration 1F (67994.930000 sec): 3 clusters
  Score: Raw -25517.479661 + Penalty 2535.545943 = -22981.933718
  nChanged 4
		SP:Iteration 2Q (67995.110000 sec): 3 clusters
  Score: Raw -25553.293868 + Penalty 2535.545943 = -23017.747925
  nChanged 0
		SP:Iteration 3F (67995.280000 sec): 3 clusters
  Score: Raw -25553.293868 + Penalty 2535.545943 = -23017.747925
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 49 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67995.370000 sec): 2 clusters
  Score: Raw -32716.279375 + Penalty 1421.064746 = -31295.214629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67995.550000 sec): 3 clusters
  Score: Raw -32928.055105 + Penalty 2842.129492 = -30085.925612
  nChanged 53
		SP:Iteration 1F (67995.720000 sec): 3 clusters
  Score: Raw -33129.173162 + Penalty 2842.129492 = -30287.043670
  nChanged 14
		SP:Iteration 2Q (67995.900000 sec): 3 clusters
  Score: Raw -33182.891306 + Penalty 2842.129492 = -30340.761814
  nChanged 7
		SP:Iteration 3Q (67996.080000 sec): 3 clusters
  Score: Raw -33215.373623 + Penalty 2842.129492 = -30373.244130
  nChanged 3
		SP:Iteration 4Q (67996.250000 sec): 3 clusters
  Score: Raw -33227.817838 + Penalty 2842.129492 = -30385.688346
  nChanged 0
		SP:Iteration 5F (67996.430000 sec): 3 clusters
  Score: Raw -33227.817838 + Penalty 2842.129492 = -30385.688346
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 50 (1554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67996.520000 sec): 2 clusters
  Score: Raw -269580.601028 + Penalty 1822.449708 = -267758.151320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67996.690000 sec): 3 clusters
  Score: Raw -269115.540115 + Penalty 3644.899415 = -265470.640700
  nChanged 455
		SP:Iteration 1F (67996.870000 sec): 3 clusters
  Score: Raw -269595.080058 + Penalty 3644.899415 = -265950.180643
  nChanged 122
		SP:Iteration 2F (67997.040000 sec): 3 clusters
  Score: Raw -269755.044652 + Penalty 3644.899415 = -266110.145237
  nChanged 74
		SP:Iteration 3Q (67997.220000 sec): 3 clusters
  Score: Raw -269833.213263 + Penalty 3644.899415 = -266188.313848
  nChanged 51
		SP:Iteration 4Q (67997.390000 sec): 3 clusters
  Score: Raw -269891.417168 + Penalty 3644.899415 = -266246.517753
  nChanged 40
		SP:Iteration 5Q (67997.570000 sec): 3 clusters
  Score: Raw -269940.288334 + Penalty 3644.899415 = -266295.388919
  nChanged 33
		SP:Iteration 6Q (67997.740000 sec): 3 clusters
  Score: Raw -269985.571401 + Penalty 3644.899415 = -266340.671986
  nChanged 35
		SP:Iteration 7Q (67997.900000 sec): 3 clusters
  Score: Raw -270026.977567 + Penalty 3644.899415 = -266382.078151
  nChanged 37
		SP:Iteration 8Q (67998.050000 sec): 3 clusters
  Score: Raw -270068.939392 + Penalty 3644.899415 = -266424.039976
  nChanged 27
		SP:Iteration 9Q (67998.230000 sec): 3 clusters
  Score: Raw -270093.773388 + Penalty 3644.899415 = -266448.873972
  nChanged 32
		SP:Iteration 10Q (67998.400000 sec): 3 clusters
  Score: Raw -270126.219250 + Penalty 3644.899415 = -266481.319835
  nChanged 20
		SP:Iteration 11Q (67998.580000 sec): 3 clusters
  Score: Raw -270147.521618 + Penalty 3644.899415 = -266502.622203
  nChanged 16
		SP:Iteration 12Q (67998.750000 sec): 3 clusters
  Score: Raw -270164.443455 + Penalty 3644.899415 = -266519.544039
  nChanged 10
		SP:Iteration 13Q (67998.930000 sec): 3 clusters
  Score: Raw -270171.583407 + Penalty 3644.899415 = -266526.683992
  nChanged 10
		SP:Iteration 14Q (67999.110000 sec): 3 clusters
  Score: Raw -270182.920803 + Penalty 3644.899415 = -266538.021387
  nChanged 9
		SP:Iteration 15Q (67999.280000 sec): 3 clusters
  Score: Raw -270194.424786 + Penalty 3644.899415 = -266549.525370
  nChanged 12
		SP:Iteration 16Q (67999.460000 sec): 3 clusters
  Score: Raw -270212.550378 + Penalty 3644.899415 = -266567.650962
  nChanged 10
		SP:Iteration 17Q (67999.640000 sec): 3 clusters
  Score: Raw -270224.783334 + Penalty 3644.899415 = -266579.883919
  nChanged 12
		SP:Iteration 18Q (67999.810000 sec): 3 clusters
  Score: Raw -270238.586922 + Penalty 3644.899415 = -266593.687507
  nChanged 15
		SP:Iteration 19Q (67999.990000 sec): 3 clusters
  Score: Raw -270251.433468 + Penalty 3644.899415 = -266606.534053
  nChanged 7
		SP:Iteration 20F (68000.160000 sec): 3 clusters
  Score: Raw -270258.030241 + Penalty 3644.899415 = -266613.130826
  nChanged 10
		SP:Iteration 21Q (68000.340000 sec): 3 clusters
  Score: Raw -270266.507089 + Penalty 3644.899415 = -266621.607674
  nChanged 6
		SP:Iteration 22Q (68000.510000 sec): 3 clusters
  Score: Raw -270271.680793 + Penalty 3644.899415 = -266626.781378
  nChanged 8
		SP:Iteration 23Q (68000.690000 sec): 3 clusters
  Score: Raw -270277.766889 + Penalty 3644.899415 = -266632.867474
  nChanged 3
		SP:Iteration 24Q (68000.860000 sec): 3 clusters
  Score: Raw -270279.286643 + Penalty 3644.899415 = -266634.387227
  nChanged 5
		SP:Iteration 25Q (68001.040000 sec): 3 clusters
  Score: Raw -270282.773154 + Penalty 3644.899415 = -266637.873739
  nChanged 4
		SP:Iteration 26Q (68001.220000 sec): 3 clusters
  Score: Raw -270286.156367 + Penalty 3644.899415 = -266641.256952
  nChanged 2
		SP:Iteration 27Q (68001.390000 sec): 3 clusters
  Score: Raw -270291.173934 + Penalty 3644.899415 = -266646.274519
  nChanged 3
		SP:Iteration 28Q (68001.570000 sec): 3 clusters
  Score: Raw -270294.536967 + Penalty 3644.899415 = -266649.637552
  nChanged 3
		SP:Iteration 29Q (68001.740000 sec): 3 clusters
  Score: Raw -270296.538663 + Penalty 3644.899415 = -266651.639248
  nChanged 3
		SP:Iteration 30Q (68001.920000 sec): 3 clusters
  Score: Raw -270299.361641 + Penalty 3644.899415 = -266654.462225
  nChanged 4
		SP:Iteration 31Q (68002.100000 sec): 3 clusters
  Score: Raw -270304.429040 + Penalty 3644.899415 = -266659.529624
  nChanged 4
		SP:Iteration 32Q (68002.270000 sec): 3 clusters
  Score: Raw -270309.329941 + Penalty 3644.899415 = -266664.430526
  nChanged 6
		SP:Iteration 33Q (68002.450000 sec): 3 clusters
  Score: Raw -270315.717717 + Penalty 3644.899415 = -266670.818301
  nChanged 4
		SP:Iteration 34Q (68002.620000 sec): 3 clusters
  Score: Raw -270318.774670 + Penalty 3644.899415 = -266673.875255
  nChanged 4
		SP:Iteration 35Q (68002.800000 sec): 3 clusters
  Score: Raw -270322.284521 + Penalty 3644.899415 = -266677.385106
  nChanged 4
		SP:Iteration 36Q (68002.980000 sec): 3 clusters
  Score: Raw -270326.291956 + Penalty 3644.899415 = -266681.392541
  nChanged 1
		SP:Iteration 37Q (68003.150000 sec): 3 clusters
  Score: Raw -270327.480316 + Penalty 3644.899415 = -266682.580901
  nChanged 0
		SP:Iteration 38F (68003.330000 sec): 3 clusters
  Score: Raw -270327.480316 + Penalty 3644.899415 = -266682.580901
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 51 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68003.420000 sec): 2 clusters
  Score: Raw -35726.477212 + Penalty 1351.857536 = -34374.619675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68003.590000 sec): 3 clusters
  Score: Raw -35916.399163 + Penalty 2703.715073 = -33212.684090
  nChanged 24
		SP:Iteration 1F (68003.770000 sec): 3 clusters
  Score: Raw -36035.223177 + Penalty 2703.715073 = -33331.508104
  nChanged 4
		SP:Iteration 2Q (68003.940000 sec): 3 clusters
  Score: Raw -36054.212344 + Penalty 2703.715073 = -33350.497271
  nChanged 1
		SP:Iteration 3Q (68004.120000 sec): 3 clusters
  Score: Raw -36062.434773 + Penalty 2703.715073 = -33358.719700
  nChanged 0
		SP:Iteration 4F (68004.290000 sec): 3 clusters
  Score: Raw -36062.434773 + Penalty 2703.715073 = -33358.719700
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 52 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68004.380000 sec): 2 clusters
  Score: Raw -54640.216622 + Penalty 1485.883208 = -53154.333415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68004.560000 sec): 3 clusters
  Score: Raw -54782.353521 + Penalty 2971.766415 = -51810.587106
  nChanged 80
		SP:Iteration 1F (68004.730000 sec): 3 clusters
  Score: Raw -55009.139295 + Penalty 2971.766415 = -52037.372879
  nChanged 21
		SP:Iteration 2F (68004.910000 sec): 3 clusters
  Score: Raw -55089.031856 + Penalty 2971.766415 = -52117.265440
  nChanged 7
		SP:Iteration 3Q (68005.080000 sec): 3 clusters
  Score: Raw -55109.100763 + Penalty 2971.766415 = -52137.334348
  nChanged 4
		SP:Iteration 4Q (68005.260000 sec): 3 clusters
  Score: Raw -55122.226232 + Penalty 2971.766415 = -52150.459817
  nChanged 1
		SP:Iteration 5Q (68005.440000 sec): 3 clusters
  Score: Raw -55123.245652 + Penalty 2971.766415 = -52151.479237
  nChanged 1
		SP:Iteration 6Q (68005.610000 sec): 3 clusters
  Score: Raw -55124.272909 + Penalty 2971.766415 = -52152.506493
  nChanged 1
		SP:Iteration 7Q (68005.790000 sec): 3 clusters
  Score: Raw -55125.489722 + Penalty 2971.766415 = -52153.723306
  nChanged 1
		SP:Iteration 8Q (68005.960000 sec): 3 clusters
  Score: Raw -55126.541781 + Penalty 2971.766415 = -52154.775365
  nChanged 0
		SP:Iteration 9F (68006.140000 sec): 3 clusters
  Score: Raw -55126.541781 + Penalty 2971.766415 = -52154.775365
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 53 (789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68006.230000 sec): 2 clusters
  Score: Raw -129548.179507 + Penalty 1654.350048 = -127893.829459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68006.400000 sec): 3 clusters
  Score: Raw -129433.549714 + Penalty 3308.700095 = -126124.849619
  nChanged 178
		SP:Iteration 1F (68006.580000 sec): 3 clusters
  Score: Raw -129667.068472 + Penalty 3308.700095 = -126358.368377
  nChanged 39
		SP:Iteration 2Q (68006.760000 sec): 3 clusters
  Score: Raw -129723.583150 + Penalty 3308.700095 = -126414.883055
  nChanged 22
		SP:Iteration 3Q (68006.930000 sec): 3 clusters
  Score: Raw -129757.226639 + Penalty 3308.700095 = -126448.526544
  nChanged 15
		SP:Iteration 4Q (68007.110000 sec): 3 clusters
  Score: Raw -129778.836700 + Penalty 3308.700095 = -126470.136605
  nChanged 4
		SP:Iteration 5Q (68007.280000 sec): 3 clusters
  Score: Raw -129783.138979 + Penalty 3308.700095 = -126474.438884
  nChanged 2
		SP:Iteration 6Q (68007.460000 sec): 3 clusters
  Score: Raw -129787.534302 + Penalty 3308.700095 = -126478.834207
  nChanged 2
		SP:Iteration 7Q (68007.640000 sec): 3 clusters
  Score: Raw -129788.853683 + Penalty 3308.700095 = -126480.153588
  nChanged 0
		SP:Iteration 8F (68007.800000 sec): 3 clusters
  Score: Raw -129788.853683 + Penalty 3308.700095 = -126480.153588
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 54 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68007.890000 sec): 2 clusters
  Score: Raw -79964.904003 + Penalty 1561.225968 = -78403.678035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68008.070000 sec): 3 clusters
  Score: Raw -79951.524732 + Penalty 3122.451937 = -76829.072795
  nChanged 118
		SP:Iteration 1F (68008.200000 sec): 3 clusters
  Score: Raw -80187.403240 + Penalty 3122.451937 = -77064.951303
  nChanged 34
		SP:Iteration 2F (68008.380000 sec): 3 clusters
  Score: Raw -80273.578394 + Penalty 3122.451937 = -77151.126458
  nChanged 20
		SP:Iteration 3Q (68008.550000 sec): 3 clusters
  Score: Raw -80338.160193 + Penalty 3122.451937 = -77215.708257
  nChanged 18
		SP:Iteration 4Q (68008.730000 sec): 3 clusters
  Score: Raw -80406.563184 + Penalty 3122.451937 = -77284.111247
  nChanged 15
		SP:Iteration 5Q (68008.890000 sec): 3 clusters
  Score: Raw -80465.758044 + Penalty 3122.451937 = -77343.306108
  nChanged 12
		SP:Iteration 6Q (68009.080000 sec): 3 clusters
  Score: Raw -80557.932872 + Penalty 3122.451937 = -77435.480935
  nChanged 26
		SP:Iteration 7Q (68009.250000 sec): 3 clusters
  Score: Raw -80683.219918 + Penalty 3122.451937 = -77560.767982
  nChanged 19
		SP:Iteration 8Q (68009.430000 sec): 3 clusters
  Score: Raw -80826.503992 + Penalty 3122.451937 = -77704.052055
  nChanged 28
		SP:Iteration 9F (68009.600000 sec): 3 clusters
  Score: Raw -80921.099969 + Penalty 3122.451937 = -77798.648032
  nChanged 30
		SP:Iteration 10F (68009.780000 sec): 3 clusters
  Score: Raw -81027.288537 + Penalty 3122.451937 = -77904.836600
  nChanged 21
		SP:Iteration 11Q (68009.960000 sec): 3 clusters
  Score: Raw -81090.574628 + Penalty 3122.451937 = -77968.122691
  nChanged 9
		SP:Iteration 12Q (68010.130000 sec): 3 clusters
  Score: Raw -81120.321300 + Penalty 3122.451937 = -77997.869363
  nChanged 7
		SP:Iteration 13Q (68010.310000 sec): 3 clusters
  Score: Raw -81147.527667 + Penalty 3122.451937 = -78025.075730
  nChanged 3
		SP:Iteration 14Q (68010.480000 sec): 3 clusters
  Score: Raw -81165.028092 + Penalty 3122.451937 = -78042.576155
  nChanged 6
		SP:Iteration 15Q (68010.660000 sec): 3 clusters
  Score: Raw -81184.265551 + Penalty 3122.451937 = -78061.813614
  nChanged 2
		SP:Iteration 16Q (68010.840000 sec): 3 clusters
  Score: Raw -81189.830789 + Penalty 3122.451937 = -78067.378852
  nChanged 0
		SP:Iteration 17F (68011.010000 sec): 3 clusters
  Score: Raw -81189.830789 + Penalty 3122.451937 = -78067.378852
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 55 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68011.100000 sec): 2 clusters
  Score: Raw -19523.024255 + Penalty 1263.250050 = -18259.774205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68011.280000 sec): 3 clusters
  Score: Raw -20117.307766 + Penalty 2526.500100 = -17590.807667
  nChanged 19
		SP:Iteration 1F (68011.450000 sec): 3 clusters
  Score: Raw -20294.871334 + Penalty 2526.500100 = -17768.371234
  nChanged 6
		SP:Iteration 2Q (68011.630000 sec): 3 clusters
  Score: Raw -20359.461054 + Penalty 2526.500100 = -17832.960955
  nChanged 3
		SP:Iteration 3Q (68011.800000 sec): 3 clusters
  Score: Raw -20373.819486 + Penalty 2526.500100 = -17847.319386
  nChanged 1
		SP:Iteration 4Q (68011.980000 sec): 3 clusters
  Score: Raw -20377.043501 + Penalty 2526.500100 = -17850.543401
  nChanged 1
		SP:Iteration 5Q (68012.160000 sec): 3 clusters
  Score: Raw -20387.101302 + Penalty 2526.500100 = -17860.601202
  nChanged 1
		SP:Iteration 6Q (68012.330000 sec): 3 clusters
  Score: Raw -20396.975234 + Penalty 2526.500100 = -17870.475135
  nChanged 0
		SP:Iteration 7F (68012.500000 sec): 3 clusters
  Score: Raw -20396.975234 + Penalty 2526.500100 = -17870.475135
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 56 (3770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68012.630000 sec): 2 clusters
  Score: Raw -664098.342366 + Penalty 2042.237910 = -662056.104456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68012.820000 sec): 3 clusters
  Score: Raw -662407.744879 + Penalty 4084.475819 = -658323.269060
  nChanged 1385
		SP:Iteration 1F (68012.990000 sec): 3 clusters
  Score: Raw -663280.384659 + Penalty 4084.475819 = -659195.908840
  nChanged 301
		SP:Iteration 2F (68013.160000 sec): 3 clusters
  Score: Raw -663516.642582 + Penalty 4084.475819 = -659432.166763
  nChanged 228
		SP:Iteration 3F (68013.340000 sec): 3 clusters
  Score: Raw -663691.391805 + Penalty 4084.475819 = -659606.915986
  nChanged 171
		SP:Iteration 4Q (68013.510000 sec): 3 clusters
  Score: Raw -663826.816713 + Penalty 4084.475819 = -659742.340894
  nChanged 145
		SP:Iteration 5Q (68013.680000 sec): 3 clusters
  Score: Raw -663945.945309 + Penalty 4084.475819 = -659861.469490
  nChanged 135
		SP:Iteration 6Q (68013.860000 sec): 3 clusters
  Score: Raw -664050.150048 + Penalty 4084.475819 = -659965.674229
  nChanged 117
		SP:Iteration 7Q (68013.990000 sec): 3 clusters
  Score: Raw -664133.182751 + Penalty 4084.475819 = -660048.706932
  nChanged 107
		SP:Iteration 8Q (68014.160000 sec): 3 clusters
  Score: Raw -664216.700071 + Penalty 4084.475819 = -660132.224252
  nChanged 99
		SP:Iteration 9Q (68014.340000 sec): 3 clusters
  Score: Raw -664298.769876 + Penalty 4084.475819 = -660214.294057
  nChanged 95
		SP:Iteration 10Q (68014.510000 sec): 3 clusters
  Score: Raw -664375.984516 + Penalty 4084.475819 = -660291.508697
  nChanged 85
		SP:Iteration 11Q (68014.690000 sec): 3 clusters
  Score: Raw -664432.442153 + Penalty 4084.475819 = -660347.966334
  nChanged 67
		SP:Iteration 12Q (68014.860000 sec): 3 clusters
  Score: Raw -664472.209434 + Penalty 4084.475819 = -660387.733615
  nChanged 51
		SP:Iteration 13Q (68015.040000 sec): 3 clusters
  Score: Raw -664509.788290 + Penalty 4084.475819 = -660425.312471
  nChanged 59
		SP:Iteration 14Q (68015.210000 sec): 3 clusters
  Score: Raw -664546.921921 + Penalty 4084.475819 = -660462.446102
  nChanged 52
		SP:Iteration 15Q (68015.380000 sec): 3 clusters
  Score: Raw -664582.541293 + Penalty 4084.475819 = -660498.065473
  nChanged 36
		SP:Iteration 16Q (68015.560000 sec): 3 clusters
  Score: Raw -664605.258804 + Penalty 4084.475819 = -660520.782984
  nChanged 32
		SP:Iteration 17Q (68015.730000 sec): 3 clusters
  Score: Raw -664620.539816 + Penalty 4084.475819 = -660536.063997
  nChanged 27
		SP:Iteration 18Q (68015.910000 sec): 3 clusters
  Score: Raw -664634.363906 + Penalty 4084.475819 = -660549.888087
  nChanged 15
		SP:Iteration 19Q (68016.080000 sec): 3 clusters
  Score: Raw -664641.628928 + Penalty 4084.475819 = -660557.153109
  nChanged 11
		SP:Iteration 20F (68016.260000 sec): 3 clusters
  Score: Raw -664649.370285 + Penalty 4084.475819 = -660564.894466
  nChanged 14
		SP:Iteration 21Q (68016.430000 sec): 3 clusters
  Score: Raw -664655.660512 + Penalty 4084.475819 = -660571.184692
  nChanged 9
		SP:Iteration 22Q (68016.600000 sec): 3 clusters
  Score: Raw -664658.850239 + Penalty 4084.475819 = -660574.374420
  nChanged 6
		SP:Iteration 23Q (68016.780000 sec): 3 clusters
  Score: Raw -664660.917966 + Penalty 4084.475819 = -660576.442147
  nChanged 7
		SP:Iteration 24Q (68016.950000 sec): 3 clusters
  Score: Raw -664663.273992 + Penalty 4084.475819 = -660578.798173
  nChanged 5
		SP:Iteration 25Q (68017.120000 sec): 3 clusters
  Score: Raw -664665.642298 + Penalty 4084.475819 = -660581.166479
  nChanged 4
		SP:Iteration 26Q (68017.300000 sec): 3 clusters
  Score: Raw -664668.423402 + Penalty 4084.475819 = -660583.947582
  nChanged 9
		SP:Iteration 27Q (68017.470000 sec): 3 clusters
  Score: Raw -664672.586738 + Penalty 4084.475819 = -660588.110919
  nChanged 9
		SP:Iteration 28Q (68017.650000 sec): 3 clusters
  Score: Raw -664676.396407 + Penalty 4084.475819 = -660591.920588
  nChanged 7
		SP:Iteration 29Q (68017.820000 sec): 3 clusters
  Score: Raw -664679.267155 + Penalty 4084.475819 = -660594.791336
  nChanged 3
		SP:Iteration 30Q (68018.000000 sec): 3 clusters
  Score: Raw -664681.368228 + Penalty 4084.475819 = -660596.892409
  nChanged 4
		SP:Iteration 31Q (68018.170000 sec): 3 clusters
  Score: Raw -664683.661049 + Penalty 4084.475819 = -660599.185230
  nChanged 5
		SP:Iteration 32Q (68018.340000 sec): 3 clusters
  Score: Raw -664687.016754 + Penalty 4084.475819 = -660602.540935
  nChanged 4
		SP:Iteration 33Q (68018.520000 sec): 3 clusters
  Score: Raw -664689.249685 + Penalty 4084.475819 = -660604.773866
  nChanged 7
		SP:Iteration 34Q (68018.690000 sec): 3 clusters
  Score: Raw -664694.647744 + Penalty 4084.475819 = -660610.171925
  nChanged 6
		SP:Iteration 35Q (68018.870000 sec): 3 clusters
  Score: Raw -664697.027751 + Penalty 4084.475819 = -660612.551932
  nChanged 4
		SP:Iteration 36Q (68019.040000 sec): 3 clusters
  Score: Raw -664698.188645 + Penalty 4084.475819 = -660613.712825
  nChanged 3
		SP:Iteration 37Q (68019.220000 sec): 3 clusters
  Score: Raw -664699.624795 + Penalty 4084.475819 = -660615.148976
  nChanged 1
		SP:Iteration 38Q (68019.390000 sec): 3 clusters
  Score: Raw -664699.968007 + Penalty 4084.475819 = -660615.492187
  nChanged 2
		SP:Iteration 39Q (68019.560000 sec): 3 clusters
  Score: Raw -664700.689067 + Penalty 4084.475819 = -660616.213248
  nChanged 1
		SP:Iteration 40F (68019.740000 sec): 3 clusters
  Score: Raw -664700.879153 + Penalty 4084.475819 = -660616.403334
  nChanged 2
		SP:Iteration 41Q (68019.910000 sec): 3 clusters
  Score: Raw -664702.198071 + Penalty 4084.475819 = -660617.722252
  nChanged 3
		SP:Iteration 42Q (68020.080000 sec): 3 clusters
  Score: Raw -664703.350946 + Penalty 4084.475819 = -660618.875127
  nChanged 3
		SP:Iteration 43Q (68020.260000 sec): 3 clusters
  Score: Raw -664704.405941 + Penalty 4084.475819 = -660619.930122
  nChanged 4
		SP:Iteration 44Q (68020.430000 sec): 3 clusters
  Score: Raw -664705.532337 + Penalty 4084.475819 = -660621.056518
  nChanged 4
		SP:Iteration 45Q (68020.610000 sec): 3 clusters
  Score: Raw -664706.591741 + Penalty 4084.475819 = -660622.115922
  nChanged 1
		SP:Iteration 46Q (68020.780000 sec): 3 clusters
  Score: Raw -664707.028581 + Penalty 4084.475819 = -660622.552762
  nChanged 0
		SP:Iteration 47F (68020.960000 sec): 3 clusters
  Score: Raw -664707.028581 + Penalty 4084.475819 = -660622.552762
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 57 (720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68021.040000 sec): 2 clusters
  Score: Raw -116612.589622 + Penalty 1631.654301 = -114980.935322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68021.220000 sec): 3 clusters
  Score: Raw -116559.818655 + Penalty 3263.308601 = -113296.510053
  nChanged 156
		SP:Iteration 1F (68021.380000 sec): 3 clusters
  Score: Raw -116805.678434 + Penalty 3263.308601 = -113542.369833
  nChanged 54
		SP:Iteration 2F (68021.560000 sec): 3 clusters
  Score: Raw -116886.179422 + Penalty 3263.308601 = -113622.870821
  nChanged 20
		SP:Iteration 3Q (68021.710000 sec): 3 clusters
  Score: Raw -116917.228238 + Penalty 3263.308601 = -113653.919637
  nChanged 9
		SP:Iteration 4Q (68021.910000 sec): 3 clusters
  Score: Raw -116930.500525 + Penalty 3263.308601 = -113667.191924
  nChanged 6
		SP:Iteration 5Q (68022.090000 sec): 3 clusters
  Score: Raw -116937.986292 + Penalty 3263.308601 = -113674.677691
  nChanged 2
		SP:Iteration 6Q (68022.260000 sec): 3 clusters
  Score: Raw -116939.390466 + Penalty 3263.308601 = -113676.081865
  nChanged 3
		SP:Iteration 7Q (68022.440000 sec): 3 clusters
  Score: Raw -116943.184769 + Penalty 3263.308601 = -113679.876168
  nChanged 1
		SP:Iteration 8Q (68022.610000 sec): 3 clusters
  Score: Raw -116944.816946 + Penalty 3263.308601 = -113681.508345
  nChanged 3
		SP:Iteration 9Q (68022.790000 sec): 3 clusters
  Score: Raw -116949.494290 + Penalty 3263.308601 = -113686.185689
  nChanged 4
		SP:Iteration 10Q (68022.960000 sec): 3 clusters
  Score: Raw -116956.787543 + Penalty 3263.308601 = -113693.478942
  nChanged 1
		SP:Iteration 11Q (68023.140000 sec): 3 clusters
  Score: Raw -116959.155070 + Penalty 3263.308601 = -113695.846469
  nChanged 1
		SP:Iteration 12Q (68023.320000 sec): 3 clusters
  Score: Raw -116960.464612 + Penalty 3263.308601 = -113697.156011
  nChanged 1
		SP:Iteration 13Q (68023.490000 sec): 3 clusters
  Score: Raw -116962.107902 + Penalty 3263.308601 = -113698.799301
  nChanged 1
		SP:Iteration 14Q (68023.670000 sec): 3 clusters
  Score: Raw -116965.435168 + Penalty 3263.308601 = -113702.126567
  nChanged 2
		SP:Iteration 15Q (68023.840000 sec): 3 clusters
  Score: Raw -116967.483622 + Penalty 3263.308601 = -113704.175021
  nChanged 2
		SP:Iteration 16Q (68024.020000 sec): 3 clusters
  Score: Raw -116972.384697 + Penalty 3263.308601 = -113709.076095
  nChanged 1
		SP:Iteration 17Q (68024.200000 sec): 3 clusters
  Score: Raw -116973.354851 + Penalty 3263.308601 = -113710.046250
  nChanged 1
		SP:Iteration 18Q (68024.370000 sec): 3 clusters
  Score: Raw -116975.384179 + Penalty 3263.308601 = -113712.075578
  nChanged 1
		SP:Iteration 19Q (68024.550000 sec): 3 clusters
  Score: Raw -116976.211860 + Penalty 3263.308601 = -113712.903259
  nChanged 1
		SP:Iteration 20F (68024.720000 sec): 3 clusters
  Score: Raw -116977.961435 + Penalty 3263.308601 = -113714.652833
  nChanged 2
		SP:Iteration 21Q (68024.900000 sec): 3 clusters
  Score: Raw -116982.400133 + Penalty 3263.308601 = -113719.091532
  nChanged 2
		SP:Iteration 22Q (68025.080000 sec): 3 clusters
  Score: Raw -116985.293601 + Penalty 3263.308601 = -113721.985000
  nChanged 3
		SP:Iteration 23Q (68025.250000 sec): 3 clusters
  Score: Raw -116993.204221 + Penalty 3263.308601 = -113729.895620
  nChanged 3
		SP:Iteration 24Q (68025.430000 sec): 3 clusters
  Score: Raw -116998.105614 + Penalty 3263.308601 = -113734.797012
  nChanged 0
		SP:Iteration 25F (68025.600000 sec): 3 clusters
  Score: Raw -116998.105614 + Penalty 3263.308601 = -113734.797012
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 58 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68025.690000 sec): 2 clusters
  Score: Raw -21644.510683 + Penalty 1260.188283 = -20384.322400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68025.870000 sec): 3 clusters
  Score: Raw -21854.071289 + Penalty 2520.376565 = -19333.694724
  nChanged 10
		SP:Iteration 1F (68026.050000 sec): 3 clusters
  Score: Raw -21912.001388 + Penalty 2520.376565 = -19391.624823
  nChanged 3
		SP:Iteration 2Q (68026.220000 sec): 3 clusters
  Score: Raw -21934.680976 + Penalty 2520.376565 = -19414.304411
  nChanged 3
		SP:Iteration 3Q (68026.400000 sec): 3 clusters
  Score: Raw -21983.121344 + Penalty 2520.376565 = -19462.744779
  nChanged 5
		SP:Iteration 4Q (68026.570000 sec): 3 clusters
  Score: Raw -22042.789936 + Penalty 2520.376565 = -19522.413371
  nChanged 1
		SP:Iteration 5Q (68026.750000 sec): 3 clusters
  Score: Raw -22063.287578 + Penalty 2520.376565 = -19542.911013
  nChanged 1
		SP:Iteration 6Q (68026.920000 sec): 3 clusters
  Score: Raw -22094.921646 + Penalty 2520.376565 = -19574.545081
  nChanged 2
		SP:Iteration 7Q (68027.100000 sec): 3 clusters
  Score: Raw -22319.649555 + Penalty 2520.376565 = -19799.272990
  nChanged 2
		SP:Iteration 8Q (68027.270000 sec): 3 clusters
  Score: Raw -22334.961015 + Penalty 2520.376565 = -19814.584450
  nChanged 1
		SP:Iteration 9Q (68027.450000 sec): 3 clusters
  Score: Raw -22341.042627 + Penalty 2520.376565 = -19820.666062
  nChanged 0
		SP:Iteration 10F (68027.630000 sec): 3 clusters
  Score: Raw -22341.152645 + Penalty 2520.376565 = -19820.776080
  nChanged 1
		SP:Iteration 11Q (68027.800000 sec): 3 clusters
  Score: Raw -22348.950191 + Penalty 2520.376565 = -19828.573626
  nChanged 0
		SP:Iteration 12F (68027.980000 sec): 3 clusters
  Score: Raw -22348.950191 + Penalty 2520.376565 = -19828.573626
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 59 (477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68028.070000 sec): 2 clusters
  Score: Raw -56021.172645 + Penalty 1529.544090 = -54491.628555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68028.240000 sec): 3 clusters
  Score: Raw -56190.667963 + Penalty 3059.088179 = -53131.579784
  nChanged 107
		SP:Iteration 1F (68028.420000 sec): 3 clusters
  Score: Raw -56403.411852 + Penalty 3059.088179 = -53344.323672
  nChanged 31
		SP:Iteration 2F (68028.590000 sec): 3 clusters
  Score: Raw -56502.844613 + Penalty 3059.088179 = -53443.756434
  nChanged 24
		SP:Iteration 3F (68028.770000 sec): 3 clusters
  Score: Raw -56574.695326 + Penalty 3059.088179 = -53515.607147
  nChanged 15
		SP:Iteration 4Q (68028.950000 sec): 3 clusters
  Score: Raw -56672.214587 + Penalty 3059.088179 = -53613.126408
  nChanged 16
		SP:Iteration 5Q (68029.120000 sec): 3 clusters
  Score: Raw -56762.961375 + Penalty 3059.088179 = -53703.873195
  nChanged 11
		SP:Iteration 6Q (68029.300000 sec): 3 clusters
  Score: Raw -56833.720950 + Penalty 3059.088179 = -53774.632770
  nChanged 8
		SP:Iteration 7Q (68029.470000 sec): 3 clusters
  Score: Raw -56866.766993 + Penalty 3059.088179 = -53807.678814
  nChanged 7
		SP:Iteration 8Q (68029.650000 sec): 3 clusters
  Score: Raw -56900.973294 + Penalty 3059.088179 = -53841.885115
  nChanged 1
		SP:Iteration 9Q (68029.830000 sec): 3 clusters
  Score: Raw -56905.853282 + Penalty 3059.088179 = -53846.765103
  nChanged 2
		SP:Iteration 10Q (68030.000000 sec): 3 clusters
  Score: Raw -56914.261912 + Penalty 3059.088179 = -53855.173733
  nChanged 2
		SP:Iteration 11Q (68030.180000 sec): 3 clusters
  Score: Raw -56930.580632 + Penalty 3059.088179 = -53871.492453
  nChanged 3
		SP:Iteration 12Q (68030.350000 sec): 3 clusters
  Score: Raw -56943.337771 + Penalty 3059.088179 = -53884.249592
  nChanged 0
		SP:Iteration 13F (68030.530000 sec): 3 clusters
  Score: Raw -56943.337771 + Penalty 3059.088179 = -53884.249592
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 60 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68030.620000 sec): 2 clusters
  Score: Raw -52272.427625 + Penalty 1470.538108 = -50801.889517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68030.790000 sec): 3 clusters
  Score: Raw -52592.281219 + Penalty 2941.076215 = -49651.205004
  nChanged 83
		SP:Iteration 1F (68030.970000 sec): 3 clusters
  Score: Raw -52940.660312 + Penalty 2941.076215 = -49999.584097
  nChanged 27
		SP:Iteration 2F (68031.150000 sec): 3 clusters
  Score: Raw -53044.935255 + Penalty 2941.076215 = -50103.859040
  nChanged 14
		SP:Iteration 3Q (68031.320000 sec): 3 clusters
  Score: Raw -53100.271208 + Penalty 2941.076215 = -50159.194993
  nChanged 10
		SP:Iteration 4Q (68031.500000 sec): 3 clusters
  Score: Raw -53162.057615 + Penalty 2941.076215 = -50220.981400
  nChanged 6
		SP:Iteration 5Q (68031.670000 sec): 3 clusters
  Score: Raw -53177.672189 + Penalty 2941.076215 = -50236.595974
  nChanged 0
		SP:Iteration 6F (68031.850000 sec): 3 clusters
  Score: Raw -53177.672189 + Penalty 2941.076215 = -50236.595974
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 61 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68031.940000 sec): 2 clusters
  Score: Raw -17935.181338 + Penalty 1280.866922 = -16654.314417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68032.110000 sec): 3 clusters
  Score: Raw -18339.340957 + Penalty 2561.733843 = -15777.607114
  nChanged 29
		SP:Iteration 1F (68032.290000 sec): 3 clusters
  Score: Raw -18582.090793 + Penalty 2561.733843 = -16020.356950
  nChanged 4
		SP:Iteration 2Q (68032.470000 sec): 3 clusters
  Score: Raw -18635.127804 + Penalty 2561.733843 = -16073.393961
  nChanged 5
		SP:Iteration 3Q (68032.640000 sec): 3 clusters
  Score: Raw -18702.847906 + Penalty 2561.733843 = -16141.114063
  nChanged 2
		SP:Iteration 4Q (68032.820000 sec): 3 clusters
  Score: Raw -18720.274927 + Penalty 2561.733843 = -16158.541084
  nChanged 2
		SP:Iteration 5Q (68032.990000 sec): 3 clusters
  Score: Raw -18743.835708 + Penalty 2561.733843 = -16182.101865
  nChanged 1
		SP:Iteration 6Q (68033.170000 sec): 3 clusters
  Score: Raw -18774.804160 + Penalty 2561.733843 = -16213.070317
  nChanged 0
		SP:Iteration 7F (68033.340000 sec): 3 clusters
  Score: Raw -18774.804160 + Penalty 2561.733843 = -16213.070317
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 62 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68033.430000 sec): 2 clusters
  Score: Raw -19194.000657 + Penalty 1193.421720 = -18000.578937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68033.610000 sec): 3 clusters
  Score: Raw -19676.824553 + Penalty 2386.843440 = -17289.981113
  nChanged 2
		SP:Iteration 1Q (68033.780000 sec): 3 clusters
  Score: Raw -19686.053636 + Penalty 2386.843440 = -17299.210196
  nChanged 0
		SP:Iteration 2F (68033.960000 sec): 3 clusters
  Score: Raw -19686.053636 + Penalty 2386.843440 = -17299.210196
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 63 (1457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68034.050000 sec): 2 clusters
  Score: Raw -246698.226417 + Penalty 1806.465432 = -244891.760985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68034.220000 sec): 3 clusters
  Score: Raw -246260.401269 + Penalty 3612.930864 = -242647.470406
  nChanged 456
		SP:Iteration 1F (68034.400000 sec): 3 clusters
  Score: Raw -246725.459818 + Penalty 3612.930864 = -243112.528954
  nChanged 114
		SP:Iteration 2F (68034.570000 sec): 3 clusters
  Score: Raw -246875.626239 + Penalty 3612.930864 = -243262.695375
  nChanged 66
		SP:Iteration 3Q (68034.750000 sec): 3 clusters
  Score: Raw -246956.023533 + Penalty 3612.930864 = -243343.092669
  nChanged 57
		SP:Iteration 4Q (68034.930000 sec): 3 clusters
  Score: Raw -247024.846342 + Penalty 3612.930864 = -243411.915478
  nChanged 55
		SP:Iteration 5Q (68035.100000 sec): 3 clusters
  Score: Raw -247089.298582 + Penalty 3612.930864 = -243476.367718
  nChanged 37
		SP:Iteration 6Q (68035.280000 sec): 3 clusters
  Score: Raw -247121.041337 + Penalty 3612.930864 = -243508.110473
  nChanged 17
		SP:Iteration 7Q (68035.450000 sec): 3 clusters
  Score: Raw -247144.881873 + Penalty 3612.930864 = -243531.951009
  nChanged 13
		SP:Iteration 8Q (68035.630000 sec): 3 clusters
  Score: Raw -247162.122609 + Penalty 3612.930864 = -243549.191745
  nChanged 19
		SP:Iteration 9Q (68035.810000 sec): 3 clusters
  Score: Raw -247197.640719 + Penalty 3612.930864 = -243584.709855
  nChanged 25
		SP:Iteration 10Q (68035.980000 sec): 3 clusters
  Score: Raw -247228.071717 + Penalty 3612.930864 = -243615.140853
  nChanged 21
		SP:Iteration 11Q (68036.160000 sec): 3 clusters
  Score: Raw -247247.252176 + Penalty 3612.930864 = -243634.321312
  nChanged 14
		SP:Iteration 12Q (68036.330000 sec): 3 clusters
  Score: Raw -247266.546026 + Penalty 3612.930864 = -243653.615162
  nChanged 19
		SP:Iteration 13Q (68036.510000 sec): 3 clusters
  Score: Raw -247283.827327 + Penalty 3612.930864 = -243670.896463
  nChanged 13
		SP:Iteration 14Q (68036.690000 sec): 3 clusters
  Score: Raw -247304.169575 + Penalty 3612.930864 = -243691.238711
  nChanged 21
		SP:Iteration 15Q (68036.860000 sec): 3 clusters
  Score: Raw -247336.115676 + Penalty 3612.930864 = -243723.184813
  nChanged 15
		SP:Iteration 16Q (68037.040000 sec): 3 clusters
  Score: Raw -247352.926097 + Penalty 3612.930864 = -243739.995233
  nChanged 15
		SP:Iteration 17Q (68037.210000 sec): 3 clusters
  Score: Raw -247367.519137 + Penalty 3612.930864 = -243754.588273
  nChanged 13
		SP:Iteration 18Q (68037.390000 sec): 3 clusters
  Score: Raw -247380.433309 + Penalty 3612.930864 = -243767.502446
  nChanged 11
		SP:Iteration 19Q (68037.570000 sec): 3 clusters
  Score: Raw -247391.238747 + Penalty 3612.930864 = -243778.307883
  nChanged 7
		SP:Iteration 20F (68037.740000 sec): 3 clusters
  Score: Raw -247402.058823 + Penalty 3612.930864 = -243789.127959
  nChanged 11
		SP:Iteration 21Q (68037.920000 sec): 3 clusters
  Score: Raw -247414.395947 + Penalty 3612.930864 = -243801.465083
  nChanged 11
		SP:Iteration 22Q (68038.090000 sec): 3 clusters
  Score: Raw -247430.907494 + Penalty 3612.930864 = -243817.976630
  nChanged 13
		SP:Iteration 23Q (68038.270000 sec): 3 clusters
  Score: Raw -247449.730705 + Penalty 3612.930864 = -243836.799841
  nChanged 8
		SP:Iteration 24Q (68038.450000 sec): 3 clusters
  Score: Raw -247465.510171 + Penalty 3612.930864 = -243852.579307
  nChanged 16
		SP:Iteration 25Q (68038.620000 sec): 3 clusters
  Score: Raw -247491.178212 + Penalty 3612.930864 = -243878.247348
  nChanged 16
		SP:Iteration 26Q (68038.790000 sec): 3 clusters
  Score: Raw -247507.571913 + Penalty 3612.930864 = -243894.641049
  nChanged 9
		SP:Iteration 27Q (68038.970000 sec): 3 clusters
  Score: Raw -247523.675380 + Penalty 3612.930864 = -243910.744516
  nChanged 16
		SP:Iteration 28Q (68039.150000 sec): 3 clusters
  Score: Raw -247548.511109 + Penalty 3612.930864 = -243935.580245
  nChanged 15
		SP:Iteration 29Q (68039.320000 sec): 3 clusters
  Score: Raw -247565.324551 + Penalty 3612.930864 = -243952.393687
  nChanged 11
		SP:Iteration 30Q (68039.480000 sec): 3 clusters
  Score: Raw -247586.782726 + Penalty 3612.930864 = -243973.851862
  nChanged 9
		SP:Iteration 31Q (68039.640000 sec): 3 clusters
  Score: Raw -247597.083416 + Penalty 3612.930864 = -243984.152552
  nChanged 10
		SP:Iteration 32Q (68039.810000 sec): 3 clusters
  Score: Raw -247610.553819 + Penalty 3612.930864 = -243997.622955
  nChanged 11
		SP:Iteration 33Q (68039.970000 sec): 3 clusters
  Score: Raw -247633.519570 + Penalty 3612.930864 = -244020.588706
  nChanged 17
		SP:Iteration 34Q (68040.130000 sec): 3 clusters
  Score: Raw -247671.143790 + Penalty 3612.930864 = -244058.212926
  nChanged 17
		SP:Iteration 35Q (68040.300000 sec): 3 clusters
  Score: Raw -247689.864658 + Penalty 3612.930864 = -244076.933794
  nChanged 11
		SP:Iteration 36Q (68040.460000 sec): 3 clusters
  Score: Raw -247701.299281 + Penalty 3612.930864 = -244088.368417
  nChanged 6
		SP:Iteration 37Q (68040.630000 sec): 3 clusters
  Score: Raw -247709.616243 + Penalty 3612.930864 = -244096.685379
  nChanged 8
		SP:Iteration 38Q (68040.790000 sec): 3 clusters
  Score: Raw -247717.675365 + Penalty 3612.930864 = -244104.744501
  nChanged 7
		SP:Iteration 39Q (68040.950000 sec): 3 clusters
  Score: Raw -247723.370512 + Penalty 3612.930864 = -244110.439649
  nChanged 6
		SP:Iteration 40F (68041.110000 sec): 3 clusters
  Score: Raw -247732.791739 + Penalty 3612.930864 = -244119.860875
  nChanged 6
		SP:Iteration 41Q (68041.280000 sec): 3 clusters
  Score: Raw -247739.404702 + Penalty 3612.930864 = -244126.473838
  nChanged 6
		SP:Iteration 42Q (68041.440000 sec): 3 clusters
  Score: Raw -247746.255472 + Penalty 3612.930864 = -244133.324609
  nChanged 7
		SP:Iteration 43Q (68041.610000 sec): 3 clusters
  Score: Raw -247760.683690 + Penalty 3612.930864 = -244147.752826
  nChanged 10
		SP:Iteration 44Q (68041.770000 sec): 3 clusters
  Score: Raw -247773.858165 + Penalty 3612.930864 = -244160.927301
  nChanged 11
		SP:Iteration 45Q (68041.930000 sec): 3 clusters
  Score: Raw -247786.391570 + Penalty 3612.930864 = -244173.460707
  nChanged 7
		SP:Iteration 46Q (68042.090000 sec): 3 clusters
  Score: Raw -247796.304289 + Penalty 3612.930864 = -244183.373425
  nChanged 5
		SP:Iteration 47Q (68042.260000 sec): 3 clusters
  Score: Raw -247801.382343 + Penalty 3612.930864 = -244188.451479
  nChanged 3
		SP:Iteration 48Q (68042.420000 sec): 3 clusters
  Score: Raw -247804.137060 + Penalty 3612.930864 = -244191.206196
  nChanged 1
		SP:Iteration 49Q (68042.590000 sec): 3 clusters
  Score: Raw -247804.897225 + Penalty 3612.930864 = -244191.966362
  nChanged 2
		SP:Iteration 50Q (68042.750000 sec): 3 clusters
  Score: Raw -247807.149486 + Penalty 3612.930864 = -244194.218622
  nChanged 4
		SP:Iteration 51Q (68042.910000 sec): 3 clusters
  Score: Raw -247815.384014 + Penalty 3612.930864 = -244202.453150
  nChanged 10
		SP:Iteration 52Q (68043.070000 sec): 3 clusters
  Score: Raw -247829.517107 + Penalty 3612.930864 = -244216.586243
  nChanged 4
		SP:Iteration 53Q (68043.240000 sec): 3 clusters
  Score: Raw -247833.986627 + Penalty 3612.930864 = -244221.055763
  nChanged 5
		SP:Iteration 54Q (68043.400000 sec): 3 clusters
  Score: Raw -247841.216708 + Penalty 3612.930864 = -244228.285844
  nChanged 3
		SP:Iteration 55Q (68043.570000 sec): 3 clusters
  Score: Raw -247846.356023 + Penalty 3612.930864 = -244233.425160
  nChanged 0
		SP:Iteration 56F (68043.730000 sec): 3 clusters
  Score: Raw -247846.356023 + Penalty 3612.930864 = -244233.425160
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 64 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68043.810000 sec): 2 clusters
  Score: Raw -12988.459217 + Penalty 1235.934442 = -11752.524775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68043.980000 sec): 3 clusters
  Score: Raw -13399.309853 + Penalty 2471.868884 = -10927.440969
  nChanged 14
		SP:Iteration 1F (68044.150000 sec): 3 clusters
  Score: Raw -13508.890734 + Penalty 2471.868884 = -11037.021850
  nChanged 2
		SP:Iteration 2Q (68044.330000 sec): 3 clusters
  Score: Raw -13526.791853 + Penalty 2471.868884 = -11054.922968
  nChanged 1
		SP:Iteration 3Q (68044.510000 sec): 3 clusters
  Score: Raw -13533.492572 + Penalty 2471.868884 = -11061.623688
  nChanged 1
		SP:Iteration 4Q (68044.680000 sec): 3 clusters
  Score: Raw -13536.480451 + Penalty 2471.868884 = -11064.611567
  nChanged 0
		SP:Iteration 5F (68044.730000 sec): 3 clusters
  Score: Raw -13536.480451 + Penalty 2471.868884 = -11064.611567
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 65 (895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68044.770000 sec): 2 clusters
  Score: Raw -147319.337360 + Penalty 1685.612282 = -145633.725078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68044.810000 sec): 3 clusters
  Score: Raw -147209.679627 + Penalty 3371.224564 = -143838.455062
  nChanged 222
		SP:Iteration 1F (68044.840000 sec): 3 clusters
  Score: Raw -147514.813516 + Penalty 3371.224564 = -144143.588952
  nChanged 56
		SP:Iteration 2F (68044.870000 sec): 3 clusters
  Score: Raw -147633.124876 + Penalty 3371.224564 = -144261.900312
  nChanged 36
		SP:Iteration 3Q (68044.900000 sec): 3 clusters
  Score: Raw -147690.721680 + Penalty 3371.224564 = -144319.497115
  nChanged 25
		SP:Iteration 4Q (68044.940000 sec): 3 clusters
  Score: Raw -147753.904041 + Penalty 3371.224564 = -144382.679477
  nChanged 37
		SP:Iteration 5Q (68044.960000 sec): 3 clusters
  Score: Raw -147831.260306 + Penalty 3371.224564 = -144460.035742
  nChanged 30
		SP:Iteration 6Q (68045.000000 sec): 3 clusters
  Score: Raw -147908.329343 + Penalty 3371.224564 = -144537.104778
  nChanged 34
		SP:Iteration 7Q (68045.030000 sec): 3 clusters
  Score: Raw -148003.235997 + Penalty 3371.224564 = -144632.011433
  nChanged 42
		SP:Iteration 8Q (68045.060000 sec): 3 clusters
  Score: Raw -148176.664083 + Penalty 3371.224564 = -144805.439518
  nChanged 41
		SP:Iteration 9Q (68045.090000 sec): 3 clusters
  Score: Raw -148418.865332 + Penalty 3371.224564 = -145047.640768
  nChanged 47
		SP:Iteration 10F (68045.120000 sec): 3 clusters
  Score: Raw -148637.687869 + Penalty 3371.224564 = -145266.463305
  nChanged 41
		SP:Iteration 11Q (68045.140000 sec): 3 clusters
  Score: Raw -148847.816104 + Penalty 3371.224564 = -145476.591540
  nChanged 32
		SP:Iteration 12Q (68045.180000 sec): 3 clusters
  Score: Raw -148964.997337 + Penalty 3371.224564 = -145593.772773
  nChanged 23
		SP:Iteration 13Q (68045.200000 sec): 3 clusters
  Score: Raw -149055.266416 + Penalty 3371.224564 = -145684.041851
  nChanged 14
		SP:Iteration 14Q (68045.220000 sec): 3 clusters
  Score: Raw -149089.263837 + Penalty 3371.224564 = -145718.039272
  nChanged 8
		SP:Iteration 15Q (68045.250000 sec): 3 clusters
  Score: Raw -149106.636679 + Penalty 3371.224564 = -145735.412114
  nChanged 4
		SP:Iteration 16Q (68045.270000 sec): 3 clusters
  Score: Raw -149121.987293 + Penalty 3371.224564 = -145750.762729
  nChanged 3
		SP:Iteration 17Q (68045.400000 sec): 3 clusters
  Score: Raw -149129.552989 + Penalty 3371.224564 = -145758.328425
  nChanged 2
		SP:Iteration 18Q (68045.580000 sec): 3 clusters
  Score: Raw -149139.437849 + Penalty 3371.224564 = -145768.213284
  nChanged 0
		SP:Iteration 19F (68045.760000 sec): 3 clusters
  Score: Raw -149139.437849 + Penalty 3371.224564 = -145768.213284
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Deleting Class 65 (427 points): Lose 3126.346402 but Gain 3262.464713
Iteration 272F (68166.240000 sec): 66 clusters
  Score: Raw -91495039.629971 + Penalty 212060.206365 = -91282979.423606
  nChanged 390
Iteration 273F (68283.740000 sec): 66 clusters
  Score: Raw -91496154.023226 + Penalty 212060.206365 = -91284093.816862
  nChanged 34
Iteration 274Q (68364.160000 sec): 66 clusters
  Score: Raw -91496203.727487 + Penalty 212060.206365 = -91284143.521123
  nChanged 17
Iteration 275Q (68445.910000 sec): 66 clusters
  Score: Raw -91496216.825722 + Penalty 212060.206365 = -91284156.619357
  nChanged 8
Iteration 276Q (68527.490000 sec): 66 clusters
  Score: Raw -91496222.695946 + Penalty 212060.206365 = -91284162.489582
  nChanged 8
Iteration 277Q (68606.670000 sec): 66 clusters
  Score: Raw -91496230.423690 + Penalty 212060.206365 = -91284170.217326
  nChanged 11
Iteration 278Q (68687.170000 sec): 66 clusters
  Score: Raw -91496232.138947 + Penalty 212060.206365 = -91284171.932582
  nChanged 16
Iteration 279Q (68766.820000 sec): 66 clusters
  Score: Raw -91496233.387899 + Penalty 212060.206365 = -91284173.181534
  nChanged 12
Iteration 280F (68890.530000 sec): 66 clusters
  Score: Raw -91496234.545125 + Penalty 212060.206365 = -91284174.338760
  nChanged 10
Iteration 281Q (68971.880000 sec): 66 clusters
  Score: Raw -91496235.077879 + Penalty 212060.206365 = -91284174.871515
  nChanged 12
Iteration 282Q (69052.580000 sec): 66 clusters
  Score: Raw -91496235.499056 + Penalty 212060.206365 = -91284175.292691
  nChanged 15
Iteration 283Q (69133.240000 sec): 66 clusters
  Score: Raw -91496236.190345 + Penalty 212060.206365 = -91284175.983981
  nChanged 12
Iteration 284Q (69215.590000 sec): 66 clusters
  Score: Raw -91496236.726892 + Penalty 212060.206365 = -91284176.520527
  nChanged 9
Iteration 285Q (69296.720000 sec): 66 clusters
  Score: Raw -91496237.181906 + Penalty 212060.206365 = -91284176.975542
  nChanged 7
Iteration 286Q (69379.280000 sec): 66 clusters
  Score: Raw -91496237.350749 + Penalty 212060.206365 = -91284177.144385
  nChanged 4
Iteration 287Q (69462.250000 sec): 66 clusters
  Score: Raw -91496237.469193 + Penalty 212060.206365 = -91284177.262828
  nChanged 5
Iteration 288Q (69542.170000 sec): 66 clusters
  Score: Raw -91496237.524010 + Penalty 212060.206365 = -91284177.317645
  nChanged 2
Iteration 289Q (69622.350000 sec): 66 clusters
  Score: Raw -91496237.536491 + Penalty 212060.206365 = -91284177.330127
  nChanged 0
Iteration 290F (69745.720000 sec): 66 clusters
  Score: Raw -91496237.536491 + Penalty 212060.206365 = -91284177.330127
  nChanged 0
Compute initial score before splitting:   Score: Raw -91496237.536491 + Penalty 212060.206365 = -91284177.330127
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 1 (603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69745.780000 sec): 2 clusters
  Score: Raw -111511.046573 + Penalty 1587.675465 = -109923.371109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69745.950000 sec): 3 clusters
  Score: Raw -111492.280930 + Penalty 3175.350930 = -108316.930000
  nChanged 122
		SP:Iteration 1F (69746.130000 sec): 3 clusters
  Score: Raw -111755.784921 + Penalty 3175.350930 = -108580.433992
  nChanged 32
		SP:Iteration 2F (69746.300000 sec): 3 clusters
  Score: Raw -111839.657670 + Penalty 3175.350930 = -108664.306741
  nChanged 17
		SP:Iteration 3Q (69746.480000 sec): 3 clusters
  Score: Raw -111889.765643 + Penalty 3175.350930 = -108714.414714
  nChanged 11
		SP:Iteration 4Q (69746.650000 sec): 3 clusters
  Score: Raw -111919.693679 + Penalty 3175.350930 = -108744.342750
  nChanged 3
		SP:Iteration 5Q (69746.830000 sec): 3 clusters
  Score: Raw -111928.426903 + Penalty 3175.350930 = -108753.075973
  nChanged 3
		SP:Iteration 6Q (69747.010000 sec): 3 clusters
  Score: Raw -111937.448989 + Penalty 3175.350930 = -108762.098060
  nChanged 2
		SP:Iteration 7Q (69747.180000 sec): 3 clusters
  Score: Raw -111942.605645 + Penalty 3175.350930 = -108767.254715
  nChanged 1
		SP:Iteration 8Q (69747.360000 sec): 3 clusters
  Score: Raw -111943.435514 + Penalty 3175.350930 = -108768.084584
  nChanged 0
		SP:Iteration 9F (69747.530000 sec): 3 clusters
  Score: Raw -111943.435514 + Penalty 3175.350930 = -108768.084584
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 2 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69747.620000 sec): 2 clusters
  Score: Raw -34367.774686 + Penalty 1396.540522 = -32971.234164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69747.800000 sec): 3 clusters
  Score: Raw -34575.283027 + Penalty 2793.081044 = -31782.201983
  nChanged 41
		SP:Iteration 1F (69747.970000 sec): 3 clusters
  Score: Raw -34669.270405 + Penalty 2793.081044 = -31876.189362
  nChanged 13
		SP:Iteration 2Q (69748.150000 sec): 3 clusters
  Score: Raw -34721.818666 + Penalty 2793.081044 = -31928.737622
  nChanged 9
		SP:Iteration 3Q (69748.330000 sec): 3 clusters
  Score: Raw -34758.955375 + Penalty 2793.081044 = -31965.874331
  nChanged 7
		SP:Iteration 4Q (69748.500000 sec): 3 clusters
  Score: Raw -34797.376723 + Penalty 2793.081044 = -32004.295679
  nChanged 4
		SP:Iteration 5Q (69748.680000 sec): 3 clusters
  Score: Raw -34814.335859 + Penalty 2793.081044 = -32021.254815
  nChanged 2
		SP:Iteration 6Q (69748.850000 sec): 3 clusters
  Score: Raw -34816.031492 + Penalty 2793.081044 = -32022.950449
  nChanged 0
		SP:Iteration 7F (69749.030000 sec): 3 clusters
  Score: Raw -34816.031492 + Penalty 2793.081044 = -32022.950449
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 3 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69749.110000 sec): 2 clusters
  Score: Raw -39795.050187 + Penalty 1379.049044 = -38416.001142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69749.290000 sec): 3 clusters
  Score: Raw -39941.440390 + Penalty 2758.098089 = -37183.342301
  nChanged 23
		SP:Iteration 1F (69749.470000 sec): 3 clusters
  Score: Raw -40027.783583 + Penalty 2758.098089 = -37269.685494
  nChanged 10
		SP:Iteration 2Q (69749.640000 sec): 3 clusters
  Score: Raw -40072.376228 + Penalty 2758.098089 = -37314.278139
  nChanged 5
		SP:Iteration 3Q (69749.820000 sec): 3 clusters
  Score: Raw -40100.165048 + Penalty 2758.098089 = -37342.066959
  nChanged 1
		SP:Iteration 4Q (69749.990000 sec): 3 clusters
  Score: Raw -40101.792415 + Penalty 2758.098089 = -37343.694326
  nChanged 1
		SP:Iteration 5Q (69750.170000 sec): 3 clusters
  Score: Raw -40104.938440 + Penalty 2758.098089 = -37346.840351
  nChanged 1
		SP:Iteration 6Q (69750.350000 sec): 3 clusters
  Score: Raw -40112.873782 + Penalty 2758.098089 = -37354.775693
  nChanged 1
		SP:Iteration 7Q (69750.520000 sec): 3 clusters
  Score: Raw -40124.497257 + Penalty 2758.098089 = -37366.399168
  nChanged 2
		SP:Iteration 8Q (69750.700000 sec): 3 clusters
  Score: Raw -40134.275613 + Penalty 2758.098089 = -37376.177524
  nChanged 2
		SP:Iteration 9Q (69750.870000 sec): 3 clusters
  Score: Raw -40140.957952 + Penalty 2758.098089 = -37382.859863
  nChanged 0
		SP:Iteration 10F (69751.050000 sec): 3 clusters
  Score: Raw -40140.957952 + Penalty 2758.098089 = -37382.859863
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 4 (1016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69751.140000 sec): 2 clusters
  Score: Raw -171480.989541 + Penalty 1717.059900 = -169763.929641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69751.310000 sec): 3 clusters
  Score: Raw -171229.225248 + Penalty 3434.119800 = -167795.105448
  nChanged 241
		SP:Iteration 1F (69751.490000 sec): 3 clusters
  Score: Raw -171521.675476 + Penalty 3434.119800 = -168087.555677
  nChanged 71
		SP:Iteration 2F (69751.670000 sec): 3 clusters
  Score: Raw -171615.769076 + Penalty 3434.119800 = -168181.649276
  nChanged 28
		SP:Iteration 3Q (69751.840000 sec): 3 clusters
  Score: Raw -171651.859374 + Penalty 3434.119800 = -168217.739575
  nChanged 18
		SP:Iteration 4Q (69752.020000 sec): 3 clusters
  Score: Raw -171682.937288 + Penalty 3434.119800 = -168248.817488
  nChanged 9
		SP:Iteration 5Q (69752.190000 sec): 3 clusters
  Score: Raw -171699.057398 + Penalty 3434.119800 = -168264.937598
  nChanged 16
		SP:Iteration 6Q (69752.370000 sec): 3 clusters
  Score: Raw -171731.192889 + Penalty 3434.119800 = -168297.073089
  nChanged 14
		SP:Iteration 7Q (69752.550000 sec): 3 clusters
  Score: Raw -171754.208233 + Penalty 3434.119800 = -168320.088434
  nChanged 10
		SP:Iteration 8Q (69752.720000 sec): 3 clusters
  Score: Raw -171765.284202 + Penalty 3434.119800 = -168331.164403
  nChanged 9
		SP:Iteration 9Q (69752.900000 sec): 3 clusters
  Score: Raw -171776.919048 + Penalty 3434.119800 = -168342.799249
  nChanged 5
		SP:Iteration 10Q (69753.070000 sec): 3 clusters
  Score: Raw -171785.995517 + Penalty 3434.119800 = -168351.875717
  nChanged 6
		SP:Iteration 11Q (69753.250000 sec): 3 clusters
  Score: Raw -171794.836326 + Penalty 3434.119800 = -168360.716526
  nChanged 10
		SP:Iteration 12Q (69753.430000 sec): 3 clusters
  Score: Raw -171807.790838 + Penalty 3434.119800 = -168373.671038
  nChanged 8
		SP:Iteration 13Q (69753.600000 sec): 3 clusters
  Score: Raw -171817.722659 + Penalty 3434.119800 = -168383.602860
  nChanged 8
		SP:Iteration 14Q (69753.780000 sec): 3 clusters
  Score: Raw -171826.657043 + Penalty 3434.119800 = -168392.537243
  nChanged 5
		SP:Iteration 15Q (69753.950000 sec): 3 clusters
  Score: Raw -171834.802078 + Penalty 3434.119800 = -168400.682278
  nChanged 4
		SP:Iteration 16Q (69754.130000 sec): 3 clusters
  Score: Raw -171839.238137 + Penalty 3434.119800 = -168405.118337
  nChanged 2
		SP:Iteration 17Q (69754.310000 sec): 3 clusters
  Score: Raw -171840.350812 + Penalty 3434.119800 = -168406.231012
  nChanged 2
		SP:Iteration 18Q (69754.480000 sec): 3 clusters
  Score: Raw -171844.512445 + Penalty 3434.119800 = -168410.392646
  nChanged 2
		SP:Iteration 19Q (69754.660000 sec): 3 clusters
  Score: Raw -171847.813407 + Penalty 3434.119800 = -168413.693607
  nChanged 0
		SP:Iteration 20F (69754.830000 sec): 3 clusters
  Score: Raw -171847.813407 + Penalty 3434.119800 = -168413.693607
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 5 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69754.920000 sec): 2 clusters
  Score: Raw -38177.034749 + Penalty 1358.162961 = -36818.871788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69755.100000 sec): 3 clusters
  Score: Raw -38406.790436 + Penalty 2716.325922 = -35690.464514
  nChanged 26
		SP:Iteration 1F (69755.270000 sec): 3 clusters
  Score: Raw -38516.527438 + Penalty 2716.325922 = -35800.201517
  nChanged 14
		SP:Iteration 2F (69755.450000 sec): 3 clusters
  Score: Raw -38604.910486 + Penalty 2716.325922 = -35888.584564
  nChanged 9
		SP:Iteration 3Q (69755.620000 sec): 3 clusters
  Score: Raw -38680.992863 + Penalty 2716.325922 = -35964.666942
  nChanged 6
		SP:Iteration 4Q (69755.800000 sec): 3 clusters
  Score: Raw -38739.267815 + Penalty 2716.325922 = -36022.941894
  nChanged 6
		SP:Iteration 5Q (69755.980000 sec): 3 clusters
  Score: Raw -38798.755037 + Penalty 2716.325922 = -36082.429115
  nChanged 6
		SP:Iteration 6Q (69756.150000 sec): 3 clusters
  Score: Raw -38850.079467 + Penalty 2716.325922 = -36133.753545
  nChanged 4
		SP:Iteration 7Q (69756.330000 sec): 3 clusters
  Score: Raw -38880.939371 + Penalty 2716.325922 = -36164.613449
  nChanged 3
		SP:Iteration 8Q (69756.500000 sec): 3 clusters
  Score: Raw -38923.281234 + Penalty 2716.325922 = -36206.955313
  nChanged 3
		SP:Iteration 9Q (69756.680000 sec): 3 clusters
  Score: Raw -38953.353971 + Penalty 2716.325922 = -36237.028050
  nChanged 1
		SP:Iteration 10Q (69756.860000 sec): 3 clusters
  Score: Raw -38958.365807 + Penalty 2716.325922 = -36242.039885
  nChanged 1
		SP:Iteration 11Q (69757.030000 sec): 3 clusters
  Score: Raw -38984.927299 + Penalty 2716.325922 = -36268.601377
  nChanged 1
		SP:Iteration 12Q (69757.210000 sec): 3 clusters
  Score: Raw -38988.551376 + Penalty 2716.325922 = -36272.225455
  nChanged 0
		SP:Iteration 13F (69757.380000 sec): 3 clusters
  Score: Raw -38988.551376 + Penalty 2716.325922 = -36272.225455
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 6 (421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69757.470000 sec): 2 clusters
  Score: Raw -68665.028106 + Penalty 1498.572943 = -67166.455163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69757.650000 sec): 3 clusters
  Score: Raw -68730.291832 + Penalty 2997.145886 = -65733.145947
  nChanged 64
		SP:Iteration 1F (69757.820000 sec): 3 clusters
  Score: Raw -68884.041835 + Penalty 2997.145886 = -65886.895949
  nChanged 20
		SP:Iteration 2Q (69758.000000 sec): 3 clusters
  Score: Raw -68935.083576 + Penalty 2997.145886 = -65937.937690
  nChanged 7
		SP:Iteration 3Q (69758.180000 sec): 3 clusters
  Score: Raw -68952.049463 + Penalty 2997.145886 = -65954.903577
  nChanged 4
		SP:Iteration 4Q (69758.350000 sec): 3 clusters
  Score: Raw -68958.336238 + Penalty 2997.145886 = -65961.190352
  nChanged 2
		SP:Iteration 5Q (69758.520000 sec): 3 clusters
  Score: Raw -68968.007886 + Penalty 2997.145886 = -65970.862000
  nChanged 2
		SP:Iteration 6Q (69758.680000 sec): 3 clusters
  Score: Raw -68972.860799 + Penalty 2997.145886 = -65975.714914
  nChanged 0
		SP:Iteration 7F (69758.840000 sec): 3 clusters
  Score: Raw -68972.860799 + Penalty 2997.145886 = -65975.714914
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 7 (3743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69758.940000 sec): 2 clusters
  Score: Raw -660073.003862 + Penalty 2040.455392 = -658032.548471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69759.180000 sec): 3 clusters
  Score: Raw -658414.833650 + Penalty 4080.910783 = -654333.922867
  nChanged 1367
		SP:Iteration 1F (69759.260000 sec): 3 clusters
  Score: Raw -659216.004194 + Penalty 4080.910783 = -655135.093411
  nChanged 276
		SP:Iteration 2F (69759.430000 sec): 3 clusters
  Score: Raw -659399.066727 + Penalty 4080.910783 = -655318.155944
  nChanged 176
		SP:Iteration 3Q (69759.600000 sec): 3 clusters
  Score: Raw -659494.517652 + Penalty 4080.910783 = -655413.606869
  nChanged 111
		SP:Iteration 4Q (69759.780000 sec): 3 clusters
  Score: Raw -659554.884620 + Penalty 4080.910783 = -655473.973837
  nChanged 102
		SP:Iteration 5Q (69759.950000 sec): 3 clusters
  Score: Raw -659613.285295 + Penalty 4080.910783 = -655532.374512
  nChanged 82
		SP:Iteration 6Q (69760.120000 sec): 3 clusters
  Score: Raw -659662.981068 + Penalty 4080.910783 = -655582.070285
  nChanged 76
		SP:Iteration 7Q (69760.300000 sec): 3 clusters
  Score: Raw -659700.055372 + Penalty 4080.910783 = -655619.144589
  nChanged 71
		SP:Iteration 8Q (69760.470000 sec): 3 clusters
  Score: Raw -659735.633140 + Penalty 4080.910783 = -655654.722357
  nChanged 60
		SP:Iteration 9Q (69760.650000 sec): 3 clusters
  Score: Raw -659763.858936 + Penalty 4080.910783 = -655682.948153
  nChanged 39
		SP:Iteration 10Q (69760.820000 sec): 3 clusters
  Score: Raw -659782.240949 + Penalty 4080.910783 = -655701.330166
  nChanged 40
		SP:Iteration 11Q (69761.000000 sec): 3 clusters
  Score: Raw -659801.170915 + Penalty 4080.910783 = -655720.260132
  nChanged 36
		SP:Iteration 12Q (69761.170000 sec): 3 clusters
  Score: Raw -659818.507452 + Penalty 4080.910783 = -655737.596668
  nChanged 35
		SP:Iteration 13Q (69761.340000 sec): 3 clusters
  Score: Raw -659838.671806 + Penalty 4080.910783 = -655757.761023
  nChanged 34
		SP:Iteration 14Q (69761.520000 sec): 3 clusters
  Score: Raw -659855.735877 + Penalty 4080.910783 = -655774.825094
  nChanged 32
		SP:Iteration 15Q (69761.700000 sec): 3 clusters
  Score: Raw -659868.980053 + Penalty 4080.910783 = -655788.069270
  nChanged 31
		SP:Iteration 16Q (69761.870000 sec): 3 clusters
  Score: Raw -659880.740098 + Penalty 4080.910783 = -655799.829314
  nChanged 23
		SP:Iteration 17Q (69762.040000 sec): 3 clusters
  Score: Raw -659890.652396 + Penalty 4080.910783 = -655809.741613
  nChanged 24
		SP:Iteration 18Q (69762.220000 sec): 3 clusters
  Score: Raw -659900.476288 + Penalty 4080.910783 = -655819.565505
  nChanged 20
		SP:Iteration 19Q (69762.390000 sec): 3 clusters
  Score: Raw -659908.303179 + Penalty 4080.910783 = -655827.392396
  nChanged 14
		SP:Iteration 20F (69762.570000 sec): 3 clusters
  Score: Raw -659914.661655 + Penalty 4080.910783 = -655833.750872
  nChanged 16
		SP:Iteration 21Q (69762.740000 sec): 3 clusters
  Score: Raw -659921.848928 + Penalty 4080.910783 = -655840.938145
  nChanged 14
		SP:Iteration 22Q (69762.920000 sec): 3 clusters
  Score: Raw -659928.609277 + Penalty 4080.910783 = -655847.698494
  nChanged 13
		SP:Iteration 23Q (69763.090000 sec): 3 clusters
  Score: Raw -659934.227433 + Penalty 4080.910783 = -655853.316650
  nChanged 12
		SP:Iteration 24Q (69763.260000 sec): 3 clusters
  Score: Raw -659938.764529 + Penalty 4080.910783 = -655857.853745
  nChanged 15
		SP:Iteration 25Q (69763.440000 sec): 3 clusters
  Score: Raw -659943.121204 + Penalty 4080.910783 = -655862.210420
  nChanged 15
		SP:Iteration 26Q (69763.610000 sec): 3 clusters
  Score: Raw -659948.710492 + Penalty 4080.910783 = -655867.799709
  nChanged 14
		SP:Iteration 27Q (69763.790000 sec): 3 clusters
  Score: Raw -659955.912847 + Penalty 4080.910783 = -655875.002064
  nChanged 19
		SP:Iteration 28Q (69763.960000 sec): 3 clusters
  Score: Raw -659962.434492 + Penalty 4080.910783 = -655881.523709
  nChanged 23
		SP:Iteration 29Q (69764.120000 sec): 3 clusters
  Score: Raw -659970.902861 + Penalty 4080.910783 = -655889.992078
  nChanged 19
		SP:Iteration 30Q (69764.280000 sec): 3 clusters
  Score: Raw -659977.287876 + Penalty 4080.910783 = -655896.377093
  nChanged 8
		SP:Iteration 31Q (69764.440000 sec): 3 clusters
  Score: Raw -659979.517512 + Penalty 4080.910783 = -655898.606729
  nChanged 10
		SP:Iteration 32Q (69764.590000 sec): 3 clusters
  Score: Raw -659984.206064 + Penalty 4080.910783 = -655903.295281
  nChanged 14
		SP:Iteration 33Q (69764.750000 sec): 3 clusters
  Score: Raw -659990.391191 + Penalty 4080.910783 = -655909.480408
  nChanged 11
		SP:Iteration 34Q (69764.920000 sec): 3 clusters
  Score: Raw -659995.479164 + Penalty 4080.910783 = -655914.568381
  nChanged 10
		SP:Iteration 35Q (69765.100000 sec): 3 clusters
  Score: Raw -660001.328463 + Penalty 4080.910783 = -655920.417680
  nChanged 11
		SP:Iteration 36Q (69765.270000 sec): 3 clusters
  Score: Raw -660006.467311 + Penalty 4080.910783 = -655925.556528
  nChanged 9
		SP:Iteration 37Q (69765.450000 sec): 3 clusters
  Score: Raw -660009.487845 + Penalty 4080.910783 = -655928.577061
  nChanged 7
		SP:Iteration 38Q (69765.620000 sec): 3 clusters
  Score: Raw -660011.414178 + Penalty 4080.910783 = -655930.503395
  nChanged 7
		SP:Iteration 39Q (69765.770000 sec): 3 clusters
  Score: Raw -660013.293024 + Penalty 4080.910783 = -655932.382241
  nChanged 2
		SP:Iteration 40F (69765.930000 sec): 3 clusters
  Score: Raw -660014.173513 + Penalty 4080.910783 = -655933.262730
  nChanged 3
		SP:Iteration 41Q (69766.100000 sec): 3 clusters
  Score: Raw -660014.706346 + Penalty 4080.910783 = -655933.795563
  nChanged 1
		SP:Iteration 42Q (69766.280000 sec): 3 clusters
  Score: Raw -660014.835123 + Penalty 4080.910783 = -655933.924340
  nChanged 0
		SP:Iteration 43F (69766.450000 sec): 3 clusters
  Score: Raw -660014.835123 + Penalty 4080.910783 = -655933.924340
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 8 (95271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69767.090000 sec): 2 clusters
  Score: Raw -16973654.379928 + Penalty 2843.191224 = -16970811.188704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69768.040000 sec): 3 clusters
  Score: Raw -16912799.960460 + Penalty 5686.382448 = -16907113.578012
  nChanged 44985
		SP:Iteration 1F (69768.980000 sec): 3 clusters
  Score: Raw -16937869.316613 + Penalty 5686.382448 = -16932182.934166
  nChanged 2743
		SP:Iteration 2Q (69770.050000 sec): 3 clusters
  Score: Raw -16938382.284263 + Penalty 5686.382448 = -16932695.901816
  nChanged 2602
		SP:Iteration 3Q (69771.120000 sec): 3 clusters
  Score: Raw -16938900.776075 + Penalty 5686.382448 = -16933214.393628
  nChanged 2627
		SP:Iteration 4Q (69772.210000 sec): 3 clusters
  Score: Raw -16939481.441199 + Penalty 5686.382448 = -16933795.058751
  nChanged 2680
		SP:Iteration 5Q (69773.290000 sec): 3 clusters
  Score: Raw -16940187.350398 + Penalty 5686.382448 = -16934500.967950
  nChanged 3078
		SP:Iteration 6Q (69774.310000 sec): 3 clusters
  Score: Raw -16941189.885148 + Penalty 5686.382448 = -16935503.502700
  nChanged 3481
		SP:Iteration 7Q (69775.310000 sec): 3 clusters
  Score: Raw -16942582.434940 + Penalty 5686.382448 = -16936896.052492
  nChanged 3949
		SP:Iteration 8Q (69776.240000 sec): 3 clusters
  Score: Raw -16944507.497575 + Penalty 5686.382448 = -16938821.115127
  nChanged 4451
		SP:Iteration 9Q (69777.300000 sec): 3 clusters
  Score: Raw -16946940.698356 + Penalty 5686.382448 = -16941254.315908
  nChanged 4971
		SP:Iteration 10F (69778.150000 sec): 3 clusters
  Score: Raw -16949807.777865 + Penalty 5686.382448 = -16944121.395417
  nChanged 5199
		SP:Iteration 11F (69779.080000 sec): 3 clusters
  Score: Raw -16952856.984814 + Penalty 5686.382448 = -16947170.602366
  nChanged 5092
		SP:Iteration 12F (69780.010000 sec): 3 clusters
  Score: Raw -16955771.723693 + Penalty 5686.382448 = -16950085.341245
  nChanged 4467
		SP:Iteration 13Q (69781.030000 sec): 3 clusters
  Score: Raw -16958266.037518 + Penalty 5686.382448 = -16952579.655071
  nChanged 4241
		SP:Iteration 14Q (69782.010000 sec): 3 clusters
  Score: Raw -16960665.396932 + Penalty 5686.382448 = -16954979.014485
  nChanged 4001
		SP:Iteration 15Q (69782.900000 sec): 3 clusters
  Score: Raw -16963069.647775 + Penalty 5686.382448 = -16957383.265327
  nChanged 3869
		SP:Iteration 16Q (69783.820000 sec): 3 clusters
  Score: Raw -16965500.524842 + Penalty 5686.382448 = -16959814.142395
  nChanged 3578
		SP:Iteration 17Q (69784.750000 sec): 3 clusters
  Score: Raw -16967872.346089 + Penalty 5686.382448 = -16962185.963641
  nChanged 3123
		SP:Iteration 18Q (69785.680000 sec): 3 clusters
  Score: Raw -16970049.131568 + Penalty 5686.382448 = -16964362.749120
  nChanged 2526
		SP:Iteration 19Q (69786.480000 sec): 3 clusters
  Score: Raw -16971720.204366 + Penalty 5686.382448 = -16966033.821919
  nChanged 1836
		SP:Iteration 20F (69787.430000 sec): 3 clusters
  Score: Raw -16972834.462222 + Penalty 5686.382448 = -16967148.079775
  nChanged 1348
		SP:Iteration 21Q (69788.300000 sec): 3 clusters
  Score: Raw -16973570.336608 + Penalty 5686.382448 = -16967883.954160
  nChanged 975
		SP:Iteration 22Q (69789.180000 sec): 3 clusters
  Score: Raw -16974035.063088 + Penalty 5686.382448 = -16968348.680640
  nChanged 668
		SP:Iteration 23Q (69790.060000 sec): 3 clusters
  Score: Raw -16974308.131041 + Penalty 5686.382448 = -16968621.748593
  nChanged 462
		SP:Iteration 24Q (69790.950000 sec): 3 clusters
  Score: Raw -16974474.591330 + Penalty 5686.382448 = -16968788.208882
  nChanged 344
		SP:Iteration 25Q (69791.830000 sec): 3 clusters
  Score: Raw -16974579.442663 + Penalty 5686.382448 = -16968893.060216
  nChanged 234
		SP:Iteration 26Q (69792.710000 sec): 3 clusters
  Score: Raw -16974640.398263 + Penalty 5686.382448 = -16968954.015816
  nChanged 155
		SP:Iteration 27Q (69793.600000 sec): 3 clusters
  Score: Raw -16974680.284854 + Penalty 5686.382448 = -16968993.902407
  nChanged 137
		SP:Iteration 28Q (69794.480000 sec): 3 clusters
  Score: Raw -16974711.988606 + Penalty 5686.382448 = -16969025.606159
  nChanged 101
		SP:Iteration 29Q (69795.280000 sec): 3 clusters
  Score: Raw -16974737.173943 + Penalty 5686.382448 = -16969050.791496
  nChanged 81
		SP:Iteration 30Q (69796.120000 sec): 3 clusters
  Score: Raw -16974754.454953 + Penalty 5686.382448 = -16969068.072505
  nChanged 63
		SP:Iteration 31Q (69796.960000 sec): 3 clusters
  Score: Raw -16974766.130967 + Penalty 5686.382448 = -16969079.748519
  nChanged 45
		SP:Iteration 32Q (69797.780000 sec): 3 clusters
  Score: Raw -16974774.299434 + Penalty 5686.382448 = -16969087.916987
  nChanged 35
		SP:Iteration 33Q (69798.580000 sec): 3 clusters
  Score: Raw -16974780.700891 + Penalty 5686.382448 = -16969094.318443
  nChanged 34
		SP:Iteration 34Q (69799.420000 sec): 3 clusters
  Score: Raw -16974786.729764 + Penalty 5686.382448 = -16969100.347317
  nChanged 21
		SP:Iteration 35Q (69800.260000 sec): 3 clusters
  Score: Raw -16974790.666767 + Penalty 5686.382448 = -16969104.284319
  nChanged 26
		SP:Iteration 36Q (69801.110000 sec): 3 clusters
  Score: Raw -16974794.923127 + Penalty 5686.382448 = -16969108.540679
  nChanged 21
		SP:Iteration 37Q (69801.920000 sec): 3 clusters
  Score: Raw -16974798.380044 + Penalty 5686.382448 = -16969111.997596
  nChanged 21
		SP:Iteration 38Q (69802.710000 sec): 3 clusters
  Score: Raw -16974802.033302 + Penalty 5686.382448 = -16969115.650854
  nChanged 19
		SP:Iteration 39Q (69803.520000 sec): 3 clusters
  Score: Raw -16974805.060751 + Penalty 5686.382448 = -16969118.678304
  nChanged 14
		SP:Iteration 40F (69804.440000 sec): 3 clusters
  Score: Raw -16974807.390938 + Penalty 5686.382448 = -16969121.008490
  nChanged 20
		SP:Iteration 41Q (69805.240000 sec): 3 clusters
  Score: Raw -16974811.524019 + Penalty 5686.382448 = -16969125.141571
  nChanged 24
		SP:Iteration 42Q (69806.050000 sec): 3 clusters
  Score: Raw -16974815.663737 + Penalty 5686.382448 = -16969129.281289
  nChanged 24
		SP:Iteration 43Q (69806.860000 sec): 3 clusters
  Score: Raw -16974819.492492 + Penalty 5686.382448 = -16969133.110044
  nChanged 17
		SP:Iteration 44Q (69807.670000 sec): 3 clusters
  Score: Raw -16974822.090617 + Penalty 5686.382448 = -16969135.708169
  nChanged 15
		SP:Iteration 45Q (69808.470000 sec): 3 clusters
  Score: Raw -16974824.991329 + Penalty 5686.382448 = -16969138.608882
  nChanged 16
		SP:Iteration 46Q (69809.270000 sec): 3 clusters
  Score: Raw -16974827.781806 + Penalty 5686.382448 = -16969141.399358
  nChanged 7
		SP:Iteration 47Q (69810.050000 sec): 3 clusters
  Score: Raw -16974828.973082 + Penalty 5686.382448 = -16969142.590634
  nChanged 6
		SP:Iteration 48Q (69810.890000 sec): 3 clusters
  Score: Raw -16974829.979374 + Penalty 5686.382448 = -16969143.596926
  nChanged 6
		SP:Iteration 49Q (69811.690000 sec): 3 clusters
  Score: Raw -16974830.766770 + Penalty 5686.382448 = -16969144.384323
  nChanged 3
		SP:Iteration 50Q (69812.480000 sec): 3 clusters
  Score: Raw -16974831.145968 + Penalty 5686.382448 = -16969144.763521
  nChanged 5
		SP:Iteration 51Q (69813.230000 sec): 3 clusters
  Score: Raw -16974832.004785 + Penalty 5686.382448 = -16969145.622337
  nChanged 3
		SP:Iteration 52Q (69814.030000 sec): 3 clusters
  Score: Raw -16974832.347397 + Penalty 5686.382448 = -16969145.964949
  nChanged 4
		SP:Iteration 53Q (69814.830000 sec): 3 clusters
  Score: Raw -16974832.784278 + Penalty 5686.382448 = -16969146.401830
  nChanged 6
		SP:Iteration 54Q (69815.630000 sec): 3 clusters
  Score: Raw -16974833.735220 + Penalty 5686.382448 = -16969147.352772
  nChanged 7
		SP:Iteration 55Q (69816.420000 sec): 3 clusters
  Score: Raw -16974834.818715 + Penalty 5686.382448 = -16969148.436267
  nChanged 1
		SP:Iteration 56Q (69817.220000 sec): 3 clusters
  Score: Raw -16974834.935590 + Penalty 5686.382448 = -16969148.553142
  nChanged 1
		SP:Iteration 57Q (69818.020000 sec): 3 clusters
  Score: Raw -16974835.071807 + Penalty 5686.382448 = -16969148.689360
  nChanged 1
		SP:Iteration 58Q (69818.870000 sec): 3 clusters
  Score: Raw -16974835.186628 + Penalty 5686.382448 = -16969148.804181
  nChanged 2
		SP:Iteration 59Q (69819.710000 sec): 3 clusters
  Score: Raw -16974835.483312 + Penalty 5686.382448 = -16969149.100865
  nChanged 0
		SP:Iteration 60F (69820.650000 sec): 3 clusters
  Score: Raw -16974835.483312 + Penalty 5686.382448 = -16969149.100865
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 9 (20214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69820.830000 sec): 2 clusters
  Score: Raw -3479346.258185 + Penalty 2458.704417 = -3476887.553769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69821.140000 sec): 3 clusters
  Score: Raw -3467549.736028 + Penalty 4917.408833 = -3462632.327194
  nChanged 8932
		SP:Iteration 1F (69821.400000 sec): 3 clusters
  Score: Raw -3472458.129297 + Penalty 4917.408833 = -3467540.720463
  nChanged 1212
		SP:Iteration 2F (69821.790000 sec): 3 clusters
  Score: Raw -3473065.414821 + Penalty 4917.408833 = -3468148.005987
  nChanged 1174
		SP:Iteration 3F (69822.130000 sec): 3 clusters
  Score: Raw -3473834.022238 + Penalty 4917.408833 = -3468916.613405
  nChanged 1234
		SP:Iteration 4F (69822.440000 sec): 3 clusters
  Score: Raw -3474837.522010 + Penalty 4917.408833 = -3469920.113177
  nChanged 1362
		SP:Iteration 5F (69822.770000 sec): 3 clusters
  Score: Raw -3476019.144550 + Penalty 4917.408833 = -3471101.735716
  nChanged 1471
		SP:Iteration 6F (69823.160000 sec): 3 clusters
  Score: Raw -3477295.535040 + Penalty 4917.408833 = -3472378.126207
  nChanged 1421
		SP:Iteration 7F (69823.510000 sec): 3 clusters
  Score: Raw -3478371.061752 + Penalty 4917.408833 = -3473453.652919
  nChanged 1190
		SP:Iteration 8F (69823.850000 sec): 3 clusters
  Score: Raw -3479063.778854 + Penalty 4917.408833 = -3474146.370020
  nChanged 824
		SP:Iteration 9Q (69824.190000 sec): 3 clusters
  Score: Raw -3479401.649282 + Penalty 4917.408833 = -3474484.240449
  nChanged 594
		SP:Iteration 10Q (69824.520000 sec): 3 clusters
  Score: Raw -3479589.341179 + Penalty 4917.408833 = -3474671.932346
  nChanged 370
		SP:Iteration 11Q (69824.910000 sec): 3 clusters
  Score: Raw -3479691.799147 + Penalty 4917.408833 = -3474774.390313
  nChanged 305
		SP:Iteration 12Q (69825.260000 sec): 3 clusters
  Score: Raw -3479773.181790 + Penalty 4917.408833 = -3474855.772957
  nChanged 239
		SP:Iteration 13Q (69825.600000 sec): 3 clusters
  Score: Raw -3479837.562213 + Penalty 4917.408833 = -3474920.153379
  nChanged 223
		SP:Iteration 14Q (69825.950000 sec): 3 clusters
  Score: Raw -3479890.734836 + Penalty 4917.408833 = -3474973.326002
  nChanged 194
		SP:Iteration 15Q (69826.290000 sec): 3 clusters
  Score: Raw -3479936.026686 + Penalty 4917.408833 = -3475018.617852
  nChanged 192
		SP:Iteration 16Q (69826.620000 sec): 3 clusters
  Score: Raw -3479981.538529 + Penalty 4917.408833 = -3475064.129696
  nChanged 178
		SP:Iteration 17Q (69826.970000 sec): 3 clusters
  Score: Raw -3480022.416635 + Penalty 4917.408833 = -3475105.007801
  nChanged 157
		SP:Iteration 18Q (69827.310000 sec): 3 clusters
  Score: Raw -3480051.434502 + Penalty 4917.408833 = -3475134.025668
  nChanged 142
		SP:Iteration 19Q (69827.650000 sec): 3 clusters
  Score: Raw -3480077.325078 + Penalty 4917.408833 = -3475159.916245
  nChanged 144
		SP:Iteration 20F (69828.030000 sec): 3 clusters
  Score: Raw -3480102.546361 + Penalty 4917.408833 = -3475185.137527
  nChanged 126
		SP:Iteration 21Q (69828.370000 sec): 3 clusters
  Score: Raw -3480121.936818 + Penalty 4917.408833 = -3475204.527984
  nChanged 113
		SP:Iteration 22Q (69828.680000 sec): 3 clusters
  Score: Raw -3480139.132434 + Penalty 4917.408833 = -3475221.723601
  nChanged 118
		SP:Iteration 23Q (69829.030000 sec): 3 clusters
  Score: Raw -3480158.090414 + Penalty 4917.408833 = -3475240.681581
  nChanged 117
		SP:Iteration 24Q (69829.370000 sec): 3 clusters
  Score: Raw -3480176.075184 + Penalty 4917.408833 = -3475258.666350
  nChanged 124
		SP:Iteration 25Q (69829.750000 sec): 3 clusters
  Score: Raw -3480195.039291 + Penalty 4917.408833 = -3475277.630458
  nChanged 107
		SP:Iteration 26Q (69830.090000 sec): 3 clusters
  Score: Raw -3480211.065723 + Penalty 4917.408833 = -3475293.656890
  nChanged 116
		SP:Iteration 27Q (69830.430000 sec): 3 clusters
  Score: Raw -3480226.425995 + Penalty 4917.408833 = -3475309.017161
  nChanged 111
		SP:Iteration 28Q (69830.770000 sec): 3 clusters
  Score: Raw -3480241.383336 + Penalty 4917.408833 = -3475323.974502
  nChanged 119
		SP:Iteration 29Q (69831.150000 sec): 3 clusters
  Score: Raw -3480256.743231 + Penalty 4917.408833 = -3475339.334398
  nChanged 100
		SP:Iteration 30Q (69831.490000 sec): 3 clusters
  Score: Raw -3480270.568404 + Penalty 4917.408833 = -3475353.159571
  nChanged 110
		SP:Iteration 31Q (69831.830000 sec): 3 clusters
  Score: Raw -3480285.116783 + Penalty 4917.408833 = -3475367.707949
  nChanged 99
		SP:Iteration 32Q (69832.180000 sec): 3 clusters
  Score: Raw -3480299.889209 + Penalty 4917.408833 = -3475382.480376
  nChanged 110
		SP:Iteration 33Q (69832.550000 sec): 3 clusters
  Score: Raw -3480314.772597 + Penalty 4917.408833 = -3475397.363764
  nChanged 108
		SP:Iteration 34Q (69832.900000 sec): 3 clusters
  Score: Raw -3480330.171217 + Penalty 4917.408833 = -3475412.762384
  nChanged 103
		SP:Iteration 35Q (69833.240000 sec): 3 clusters
  Score: Raw -3480346.392310 + Penalty 4917.408833 = -3475428.983476
  nChanged 126
		SP:Iteration 36Q (69833.620000 sec): 3 clusters
  Score: Raw -3480367.010857 + Penalty 4917.408833 = -3475449.602024
  nChanged 126
		SP:Iteration 37Q (69833.920000 sec): 3 clusters
  Score: Raw -3480387.481377 + Penalty 4917.408833 = -3475470.072544
  nChanged 131
		SP:Iteration 38Q (69834.240000 sec): 3 clusters
  Score: Raw -3480410.085346 + Penalty 4917.408833 = -3475492.676512
  nChanged 134
		SP:Iteration 39Q (69834.580000 sec): 3 clusters
  Score: Raw -3480431.397365 + Penalty 4917.408833 = -3475513.988531
  nChanged 144
		SP:Iteration 40F (69834.920000 sec): 3 clusters
  Score: Raw -3480455.581667 + Penalty 4917.408833 = -3475538.172833
  nChanged 170
		SP:Iteration 41Q (69835.290000 sec): 3 clusters
  Score: Raw -3480486.356464 + Penalty 4917.408833 = -3475568.947631
  nChanged 184
		SP:Iteration 42Q (69835.600000 sec): 3 clusters
  Score: Raw -3480522.207138 + Penalty 4917.408833 = -3475604.798304
  nChanged 186
		SP:Iteration 43Q (69835.940000 sec): 3 clusters
  Score: Raw -3480560.808493 + Penalty 4917.408833 = -3475643.399659
  nChanged 191
		SP:Iteration 44Q (69836.280000 sec): 3 clusters
  Score: Raw -3480598.857961 + Penalty 4917.408833 = -3475681.449128
  nChanged 183
		SP:Iteration 45Q (69836.620000 sec): 3 clusters
  Score: Raw -3480634.519471 + Penalty 4917.408833 = -3475717.110638
  nChanged 194
		SP:Iteration 46Q (69836.960000 sec): 3 clusters
  Score: Raw -3480672.703159 + Penalty 4917.408833 = -3475755.294325
  nChanged 196
		SP:Iteration 47Q (69837.270000 sec): 3 clusters
  Score: Raw -3480714.738900 + Penalty 4917.408833 = -3475797.330067
  nChanged 201
		SP:Iteration 48Q (69837.610000 sec): 3 clusters
  Score: Raw -3480756.204242 + Penalty 4917.408833 = -3475838.795409
  nChanged 198
		SP:Iteration 49Q (69837.950000 sec): 3 clusters
  Score: Raw -3480796.067186 + Penalty 4917.408833 = -3475878.658353
  nChanged 213
		SP:Iteration 50Q (69838.300000 sec): 3 clusters
  Score: Raw -3480844.142353 + Penalty 4917.408833 = -3475926.733519
  nChanged 217
		SP:Iteration 51Q (69838.640000 sec): 3 clusters
  Score: Raw -3480890.426015 + Penalty 4917.408833 = -3475973.017182
  nChanged 176
		SP:Iteration 52Q (69839.010000 sec): 3 clusters
  Score: Raw -3480925.640176 + Penalty 4917.408833 = -3476008.231343
  nChanged 173
		SP:Iteration 53Q (69839.320000 sec): 3 clusters
  Score: Raw -3480962.506454 + Penalty 4917.408833 = -3476045.097621
  nChanged 177
		SP:Iteration 54Q (69839.660000 sec): 3 clusters
  Score: Raw -3480999.155828 + Penalty 4917.408833 = -3476081.746994
  nChanged 156
		SP:Iteration 55Q (69840.000000 sec): 3 clusters
  Score: Raw -3481026.246297 + Penalty 4917.408833 = -3476108.837464
  nChanged 126
		SP:Iteration 56Q (69840.340000 sec): 3 clusters
  Score: Raw -3481045.019873 + Penalty 4917.408833 = -3476127.611039
  nChanged 115
		SP:Iteration 57Q (69840.710000 sec): 3 clusters
  Score: Raw -3481064.484372 + Penalty 4917.408833 = -3476147.075538
  nChanged 101
		SP:Iteration 58Q (69841.060000 sec): 3 clusters
  Score: Raw -3481079.272127 + Penalty 4917.408833 = -3476161.863294
  nChanged 91
		SP:Iteration 59Q (69841.400000 sec): 3 clusters
  Score: Raw -3481091.374980 + Penalty 4917.408833 = -3476173.966147
  nChanged 81
		SP:Iteration 60F (69841.740000 sec): 3 clusters
  Score: Raw -3481101.406258 + Penalty 4917.408833 = -3476183.997425
  nChanged 73
		SP:Iteration 61Q (69842.050000 sec): 3 clusters
  Score: Raw -3481110.252023 + Penalty 4917.408833 = -3476192.843190
  nChanged 59
		SP:Iteration 62Q (69842.370000 sec): 3 clusters
  Score: Raw -3481117.027752 + Penalty 4917.408833 = -3476199.618919
  nChanged 54
		SP:Iteration 63Q (69842.690000 sec): 3 clusters
  Score: Raw -3481123.123582 + Penalty 4917.408833 = -3476205.714749
  nChanged 53
		SP:Iteration 64Q (69843.000000 sec): 3 clusters
  Score: Raw -3481128.998955 + Penalty 4917.408833 = -3476211.590121
  nChanged 56
		SP:Iteration 65Q (69843.350000 sec): 3 clusters
  Score: Raw -3481136.031472 + Penalty 4917.408833 = -3476218.622639
  nChanged 54
		SP:Iteration 66Q (69843.660000 sec): 3 clusters
  Score: Raw -3481141.918615 + Penalty 4917.408833 = -3476224.509781
  nChanged 42
		SP:Iteration 67Q (69844.030000 sec): 3 clusters
  Score: Raw -3481146.699365 + Penalty 4917.408833 = -3476229.290531
  nChanged 52
		SP:Iteration 68Q (69844.370000 sec): 3 clusters
  Score: Raw -3481153.451098 + Penalty 4917.408833 = -3476236.042264
  nChanged 61
		SP:Iteration 69Q (69844.640000 sec): 3 clusters
  Score: Raw -3481161.568820 + Penalty 4917.408833 = -3476244.159986
  nChanged 55
		SP:Iteration 70Q (69844.980000 sec): 3 clusters
  Score: Raw -3481167.748473 + Penalty 4917.408833 = -3476250.339640
  nChanged 42
		SP:Iteration 71Q (69845.320000 sec): 3 clusters
  Score: Raw -3481171.664574 + Penalty 4917.408833 = -3476254.255740
  nChanged 42
		SP:Iteration 72Q (69845.660000 sec): 3 clusters
  Score: Raw -3481175.917850 + Penalty 4917.408833 = -3476258.509016
  nChanged 43
		SP:Iteration 73Q (69846.000000 sec): 3 clusters
  Score: Raw -3481180.946248 + Penalty 4917.408833 = -3476263.537414
  nChanged 35
		SP:Iteration 74Q (69846.340000 sec): 3 clusters
  Score: Raw -3481185.611072 + Penalty 4917.408833 = -3476268.202239
  nChanged 41
		SP:Iteration 75Q (69846.680000 sec): 3 clusters
  Score: Raw -3481190.293430 + Penalty 4917.408833 = -3476272.884596
  nChanged 30
		SP:Iteration 76Q (69846.940000 sec): 3 clusters
  Score: Raw -3481195.087022 + Penalty 4917.408833 = -3476277.678189
  nChanged 32
		SP:Iteration 77Q (69847.280000 sec): 3 clusters
  Score: Raw -3481198.965187 + Penalty 4917.408833 = -3476281.556353
  nChanged 26
		SP:Iteration 78Q (69847.620000 sec): 3 clusters
  Score: Raw -3481201.732861 + Penalty 4917.408833 = -3476284.324027
  nChanged 23
		SP:Iteration 79Q (69847.870000 sec): 3 clusters
  Score: Raw -3481204.561217 + Penalty 4917.408833 = -3476287.152384
  nChanged 20
		SP:Iteration 80F (69848.150000 sec): 3 clusters
  Score: Raw -3481207.150589 + Penalty 4917.408833 = -3476289.741756
  nChanged 21
		SP:Iteration 81Q (69848.500000 sec): 3 clusters
  Score: Raw -3481209.026477 + Penalty 4917.408833 = -3476291.617643
  nChanged 24
		SP:Iteration 82Q (69848.840000 sec): 3 clusters
  Score: Raw -3481211.564795 + Penalty 4917.408833 = -3476294.155961
  nChanged 26
		SP:Iteration 83Q (69849.220000 sec): 3 clusters
  Score: Raw -3481214.397631 + Penalty 4917.408833 = -3476296.988797
  nChanged 17
		SP:Iteration 84Q (69849.480000 sec): 3 clusters
  Score: Raw -3481216.321911 + Penalty 4917.408833 = -3476298.913078
  nChanged 23
		SP:Iteration 85Q (69849.820000 sec): 3 clusters
  Score: Raw -3481218.713857 + Penalty 4917.408833 = -3476301.305024
  nChanged 20
		SP:Iteration 86Q (69850.160000 sec): 3 clusters
  Score: Raw -3481220.822712 + Penalty 4917.408833 = -3476303.413878
  nChanged 21
		SP:Iteration 87Q (69850.500000 sec): 3 clusters
  Score: Raw -3481223.467764 + Penalty 4917.408833 = -3476306.058930
  nChanged 27
		SP:Iteration 88Q (69850.800000 sec): 3 clusters
  Score: Raw -3481226.445756 + Penalty 4917.408833 = -3476309.036922
  nChanged 22
		SP:Iteration 89Q (69851.190000 sec): 3 clusters
  Score: Raw -3481228.517173 + Penalty 4917.408833 = -3476311.108340
  nChanged 22
		SP:Iteration 90Q (69851.490000 sec): 3 clusters
  Score: Raw -3481230.964853 + Penalty 4917.408833 = -3476313.556019
  nChanged 15
		SP:Iteration 91Q (69851.830000 sec): 3 clusters
  Score: Raw -3481232.415160 + Penalty 4917.408833 = -3476315.006327
  nChanged 11
		SP:Iteration 92Q (69852.170000 sec): 3 clusters
  Score: Raw -3481233.260854 + Penalty 4917.408833 = -3476315.852020
  nChanged 9
		SP:Iteration 93Q (69852.510000 sec): 3 clusters
  Score: Raw -3481233.921252 + Penalty 4917.408833 = -3476316.512418
  nChanged 6
		SP:Iteration 94Q (69852.850000 sec): 3 clusters
  Score: Raw -3481234.307370 + Penalty 4917.408833 = -3476316.898536
  nChanged 5
		SP:Iteration 95Q (69853.200000 sec): 3 clusters
  Score: Raw -3481234.659114 + Penalty 4917.408833 = -3476317.250280
  nChanged 4
		SP:Iteration 96Q (69853.540000 sec): 3 clusters
  Score: Raw -3481235.042985 + Penalty 4917.408833 = -3476317.634151
  nChanged 5
		SP:Iteration 97Q (69853.880000 sec): 3 clusters
  Score: Raw -3481235.448162 + Penalty 4917.408833 = -3476318.039328
  nChanged 5
		SP:Iteration 98Q (69854.220000 sec): 3 clusters
  Score: Raw -3481235.840649 + Penalty 4917.408833 = -3476318.431815
  nChanged 3
		SP:Iteration 99Q (69854.570000 sec): 3 clusters
  Score: Raw -3481236.067573 + Penalty 4917.408833 = -3476318.658740
  nChanged 3
		SP:Iteration 100F (69854.910000 sec): 3 clusters
  Score: Raw -3481236.201764 + Penalty 4917.408833 = -3476318.792930
  nChanged 1
		SP:Iteration 101Q (69855.250000 sec): 3 clusters
  Score: Raw -3481236.329099 + Penalty 4917.408833 = -3476318.920266
  nChanged 2
		SP:Iteration 102Q (69855.590000 sec): 3 clusters
  Score: Raw -3481236.472315 + Penalty 4917.408833 = -3476319.063482
  nChanged 0
		SP:Iteration 103F (69855.940000 sec): 3 clusters
  Score: Raw -3481236.472315 + Penalty 4917.408833 = -3476319.063482
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 10 (409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69856.030000 sec): 2 clusters
  Score: Raw -60668.434467 + Penalty 1491.401359 = -59177.033108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69856.200000 sec): 3 clusters
  Score: Raw -60777.881793 + Penalty 2982.802717 = -57795.079075
  nChanged 74
		SP:Iteration 1F (69856.380000 sec): 3 clusters
  Score: Raw -60969.428300 + Penalty 2982.802717 = -57986.625583
  nChanged 19
		SP:Iteration 2Q (69856.550000 sec): 3 clusters
  Score: Raw -61028.673080 + Penalty 2982.802717 = -58045.870363
  nChanged 9
		SP:Iteration 3Q (69856.730000 sec): 3 clusters
  Score: Raw -61053.669527 + Penalty 2982.802717 = -58070.866810
  nChanged 10
		SP:Iteration 4Q (69856.910000 sec): 3 clusters
  Score: Raw -61091.294557 + Penalty 2982.802717 = -58108.491839
  nChanged 6
		SP:Iteration 5Q (69857.080000 sec): 3 clusters
  Score: Raw -61107.809242 + Penalty 2982.802717 = -58125.006525
  nChanged 2
		SP:Iteration 6Q (69857.260000 sec): 3 clusters
  Score: Raw -61119.332247 + Penalty 2982.802717 = -58136.529529
  nChanged 1
		SP:Iteration 7Q (69857.430000 sec): 3 clusters
  Score: Raw -61121.705264 + Penalty 2982.802717 = -58138.902547
  nChanged 0
		SP:Iteration 8F (69857.610000 sec): 3 clusters
  Score: Raw -61121.705264 + Penalty 2982.802717 = -58138.902547
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 11 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69857.700000 sec): 2 clusters
  Score: Raw -76738.142255 + Penalty 1533.668925 = -75204.473330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69857.870000 sec): 3 clusters
  Score: Raw -76843.731630 + Penalty 3067.337850 = -73776.393780
  nChanged 99
		SP:Iteration 1F (69858.050000 sec): 3 clusters
  Score: Raw -77053.894926 + Penalty 3067.337850 = -73986.557076
  nChanged 25
		SP:Iteration 2F (69858.230000 sec): 3 clusters
  Score: Raw -77119.249545 + Penalty 3067.337850 = -74051.911695
  nChanged 16
		SP:Iteration 3Q (69858.400000 sec): 3 clusters
  Score: Raw -77173.417035 + Penalty 3067.337850 = -74106.079185
  nChanged 10
		SP:Iteration 4Q (69858.580000 sec): 3 clusters
  Score: Raw -77197.298208 + Penalty 3067.337850 = -74129.960358
  nChanged 4
		SP:Iteration 5Q (69858.760000 sec): 3 clusters
  Score: Raw -77208.556074 + Penalty 3067.337850 = -74141.218224
  nChanged 6
		SP:Iteration 6Q (69858.930000 sec): 3 clusters
  Score: Raw -77228.663133 + Penalty 3067.337850 = -74161.325283
  nChanged 4
		SP:Iteration 7Q (69859.100000 sec): 3 clusters
  Score: Raw -77241.145204 + Penalty 3067.337850 = -74173.807354
  nChanged 4
		SP:Iteration 8Q (69859.280000 sec): 3 clusters
  Score: Raw -77256.083681 + Penalty 3067.337850 = -74188.745831
  nChanged 4
		SP:Iteration 9Q (69859.460000 sec): 3 clusters
  Score: Raw -77269.921372 + Penalty 3067.337850 = -74202.583522
  nChanged 3
		SP:Iteration 10Q (69859.640000 sec): 3 clusters
  Score: Raw -77281.205203 + Penalty 3067.337850 = -74213.867353
  nChanged 0
		SP:Iteration 11F (69859.800000 sec): 3 clusters
  Score: Raw -77281.205203 + Penalty 3067.337850 = -74213.867353
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 12 (936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69859.880000 sec): 2 clusters
  Score: Raw -157912.116323 + Penalty 1696.720638 = -156215.395685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69860.040000 sec): 3 clusters
  Score: Raw -157703.171370 + Penalty 3393.441276 = -154309.730093
  nChanged 244
		SP:Iteration 1F (69860.210000 sec): 3 clusters
  Score: Raw -158008.888466 + Penalty 3393.441276 = -154615.447189
  nChanged 57
		SP:Iteration 2F (69860.390000 sec): 3 clusters
  Score: Raw -158076.908907 + Penalty 3393.441276 = -154683.467631
  nChanged 26
		SP:Iteration 3Q (69860.560000 sec): 3 clusters
  Score: Raw -158120.296964 + Penalty 3393.441276 = -154726.855687
  nChanged 25
		SP:Iteration 4Q (69860.740000 sec): 3 clusters
  Score: Raw -158161.269762 + Penalty 3393.441276 = -154767.828485
  nChanged 16
		SP:Iteration 5Q (69860.910000 sec): 3 clusters
  Score: Raw -158198.220704 + Penalty 3393.441276 = -154804.779427
  nChanged 20
		SP:Iteration 6Q (69861.090000 sec): 3 clusters
  Score: Raw -158228.737008 + Penalty 3393.441276 = -154835.295732
  nChanged 14
		SP:Iteration 7Q (69861.260000 sec): 3 clusters
  Score: Raw -158247.399578 + Penalty 3393.441276 = -154853.958301
  nChanged 5
		SP:Iteration 8Q (69861.440000 sec): 3 clusters
  Score: Raw -158258.323361 + Penalty 3393.441276 = -154864.882085
  nChanged 7
		SP:Iteration 9Q (69861.620000 sec): 3 clusters
  Score: Raw -158273.227036 + Penalty 3393.441276 = -154879.785759
  nChanged 10
		SP:Iteration 10Q (69861.750000 sec): 3 clusters
  Score: Raw -158294.906330 + Penalty 3393.441276 = -154901.465053
  nChanged 11
		SP:Iteration 11Q (69861.780000 sec): 3 clusters
  Score: Raw -158314.615895 + Penalty 3393.441276 = -154921.174618
  nChanged 15
		SP:Iteration 12Q (69861.800000 sec): 3 clusters
  Score: Raw -158339.253543 + Penalty 3393.441276 = -154945.812267
  nChanged 11
		SP:Iteration 13Q (69861.840000 sec): 3 clusters
  Score: Raw -158360.822492 + Penalty 3393.441276 = -154967.381215
  nChanged 10
		SP:Iteration 14Q (69861.870000 sec): 3 clusters
  Score: Raw -158375.847277 + Penalty 3393.441276 = -154982.406000
  nChanged 10
		SP:Iteration 15Q (69861.900000 sec): 3 clusters
  Score: Raw -158391.634295 + Penalty 3393.441276 = -154998.193019
  nChanged 15
		SP:Iteration 16Q (69861.930000 sec): 3 clusters
  Score: Raw -158424.361133 + Penalty 3393.441276 = -155030.919857
  nChanged 17
		SP:Iteration 17Q (69861.960000 sec): 3 clusters
  Score: Raw -158473.744070 + Penalty 3393.441276 = -155080.302793
  nChanged 22
		SP:Iteration 18Q (69861.990000 sec): 3 clusters
  Score: Raw -158509.491237 + Penalty 3393.441276 = -155116.049960
  nChanged 13
		SP:Iteration 19Q (69862.020000 sec): 3 clusters
  Score: Raw -158529.280004 + Penalty 3393.441276 = -155135.838728
  nChanged 13
		SP:Iteration 20F (69862.050000 sec): 3 clusters
  Score: Raw -158560.245171 + Penalty 3393.441276 = -155166.803894
  nChanged 14
		SP:Iteration 21Q (69862.080000 sec): 3 clusters
  Score: Raw -158603.426848 + Penalty 3393.441276 = -155209.985572
  nChanged 17
		SP:Iteration 22Q (69862.120000 sec): 3 clusters
  Score: Raw -158639.676351 + Penalty 3393.441276 = -155246.235074
  nChanged 23
		SP:Iteration 23Q (69862.150000 sec): 3 clusters
  Score: Raw -158688.438999 + Penalty 3393.441276 = -155294.997723
  nChanged 21
		SP:Iteration 24Q (69862.180000 sec): 3 clusters
  Score: Raw -158727.286895 + Penalty 3393.441276 = -155333.845618
  nChanged 14
		SP:Iteration 25Q (69862.210000 sec): 3 clusters
  Score: Raw -158764.804731 + Penalty 3393.441276 = -155371.363455
  nChanged 16
		SP:Iteration 26Q (69862.240000 sec): 3 clusters
  Score: Raw -158809.881687 + Penalty 3393.441276 = -155416.440411
  nChanged 23
		SP:Iteration 27Q (69862.380000 sec): 3 clusters
  Score: Raw -158885.584940 + Penalty 3393.441276 = -155492.143664
  nChanged 24
		SP:Iteration 28Q (69862.550000 sec): 3 clusters
  Score: Raw -158969.918242 + Penalty 3393.441276 = -155576.476965
  nChanged 21
		SP:Iteration 29Q (69862.730000 sec): 3 clusters
  Score: Raw -159031.671164 + Penalty 3393.441276 = -155638.229888
  nChanged 18
		SP:Iteration 30Q (69862.900000 sec): 3 clusters
  Score: Raw -159095.364344 + Penalty 3393.441276 = -155701.923067
  nChanged 15
		SP:Iteration 31Q (69863.080000 sec): 3 clusters
  Score: Raw -159143.232211 + Penalty 3393.441276 = -155749.790934
  nChanged 18
		SP:Iteration 32Q (69863.260000 sec): 3 clusters
  Score: Raw -159199.372652 + Penalty 3393.441276 = -155805.931376
  nChanged 18
		SP:Iteration 33Q (69863.310000 sec): 3 clusters
  Score: Raw -159246.356619 + Penalty 3393.441276 = -155852.915343
  nChanged 15
		SP:Iteration 34Q (69863.330000 sec): 3 clusters
  Score: Raw -159284.280942 + Penalty 3393.441276 = -155890.839666
  nChanged 9
		SP:Iteration 35Q (69863.360000 sec): 3 clusters
  Score: Raw -159299.751452 + Penalty 3393.441276 = -155906.310176
  nChanged 4
		SP:Iteration 36Q (69863.390000 sec): 3 clusters
  Score: Raw -159307.715120 + Penalty 3393.441276 = -155914.273844
  nChanged 6
		SP:Iteration 37Q (69863.420000 sec): 3 clusters
  Score: Raw -159319.042599 + Penalty 3393.441276 = -155925.601323
  nChanged 7
		SP:Iteration 38Q (69863.450000 sec): 3 clusters
  Score: Raw -159330.426685 + Penalty 3393.441276 = -155936.985409
  nChanged 3
		SP:Iteration 39Q (69863.480000 sec): 3 clusters
  Score: Raw -159336.061162 + Penalty 3393.441276 = -155942.619885
  nChanged 2
		SP:Iteration 40F (69863.510000 sec): 3 clusters
  Score: Raw -159341.707184 + Penalty 3393.441276 = -155948.265908
  nChanged 1
		SP:Iteration 41Q (69863.540000 sec): 3 clusters
  Score: Raw -159353.579216 + Penalty 3393.441276 = -155960.137940
  nChanged 0
		SP:Iteration 42F (69863.570000 sec): 3 clusters
  Score: Raw -159353.579216 + Penalty 3393.441276 = -155960.137940
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 13 (563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69863.610000 sec): 2 clusters
  Score: Raw -90803.672999 + Penalty 1570.653348 = -89233.019652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69863.640000 sec): 3 clusters
  Score: Raw -90771.350774 + Penalty 3141.306696 = -87630.044079
  nChanged 88
		SP:Iteration 1F (69863.660000 sec): 3 clusters
  Score: Raw -90954.479451 + Penalty 3141.306696 = -87813.172755
  nChanged 37
		SP:Iteration 2F (69863.680000 sec): 3 clusters
  Score: Raw -91034.288186 + Penalty 3141.306696 = -87892.981491
  nChanged 18
		SP:Iteration 3Q (69863.700000 sec): 3 clusters
  Score: Raw -91073.022831 + Penalty 3141.306696 = -87931.716136
  nChanged 7
		SP:Iteration 4Q (69863.730000 sec): 3 clusters
  Score: Raw -91085.819269 + Penalty 3141.306696 = -87944.512573
  nChanged 2
		SP:Iteration 5Q (69863.750000 sec): 3 clusters
  Score: Raw -91089.815186 + Penalty 3141.306696 = -87948.508490
  nChanged 3
		SP:Iteration 6Q (69863.780000 sec): 3 clusters
  Score: Raw -91094.603480 + Penalty 3141.306696 = -87953.296784
  nChanged 3
		SP:Iteration 7Q (69863.800000 sec): 3 clusters
  Score: Raw -91099.976273 + Penalty 3141.306696 = -87958.669577
  nChanged 2
		SP:Iteration 8Q (69863.820000 sec): 3 clusters
  Score: Raw -91103.500238 + Penalty 3141.306696 = -87962.193543
  nChanged 2
		SP:Iteration 9Q (69863.840000 sec): 3 clusters
  Score: Raw -91106.412477 + Penalty 3141.306696 = -87965.105781
  nChanged 1
		SP:Iteration 10Q (69863.870000 sec): 3 clusters
  Score: Raw -91109.144840 + Penalty 3141.306696 = -87967.838145
  nChanged 1
		SP:Iteration 11Q (69863.890000 sec): 3 clusters
  Score: Raw -91109.846009 + Penalty 3141.306696 = -87968.539313
  nChanged 0
		SP:Iteration 12F (69863.920000 sec): 3 clusters
  Score: Raw -91109.846009 + Penalty 3141.306696 = -87968.539313
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 14 (114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69863.940000 sec): 2 clusters
  Score: Raw -15906.793680 + Penalty 1174.577215 = -14732.216465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69863.940000 sec): 3 clusters
  Score: Raw -16248.370430 + Penalty 2349.154430 = -13899.215999
  nChanged 2
		SP:Iteration 1Q (69863.950000 sec): 3 clusters
  Score: Raw -16275.713319 + Penalty 2349.154430 = -13926.558889
  nChanged 0
		SP:Iteration 2F (69863.960000 sec): 3 clusters
  Score: Raw -16275.713319 + Penalty 2349.154430 = -13926.558889
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 15 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69863.990000 sec): 2 clusters
  Score: Raw -88279.128194 + Penalty 1563.503303 = -86715.624891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69864.020000 sec): 3 clusters
  Score: Raw -88331.339279 + Penalty 3127.006606 = -85204.332673
  nChanged 105
		SP:Iteration 1F (69864.040000 sec): 3 clusters
  Score: Raw -88529.749840 + Penalty 3127.006606 = -85402.743234
  nChanged 28
		SP:Iteration 2F (69864.060000 sec): 3 clusters
  Score: Raw -88628.832442 + Penalty 3127.006606 = -85501.825836
  nChanged 13
		SP:Iteration 3Q (69864.080000 sec): 3 clusters
  Score: Raw -88691.013834 + Penalty 3127.006606 = -85564.007228
  nChanged 11
		SP:Iteration 4Q (69864.110000 sec): 3 clusters
  Score: Raw -88725.694570 + Penalty 3127.006606 = -85598.687964
  nChanged 18
		SP:Iteration 5Q (69864.130000 sec): 3 clusters
  Score: Raw -88801.428933 + Penalty 3127.006606 = -85674.422327
  nChanged 11
		SP:Iteration 6Q (69864.160000 sec): 3 clusters
  Score: Raw -89067.409349 + Penalty 3127.006606 = -85940.402743
  nChanged 31
		SP:Iteration 7F (69864.180000 sec): 3 clusters
  Score: Raw -89342.400567 + Penalty 3127.006606 = -86215.393961
  nChanged 46
		SP:Iteration 8F (69864.200000 sec): 3 clusters
  Score: Raw -89506.030028 + Penalty 3127.006606 = -86379.023422
  nChanged 25
		SP:Iteration 9Q (69864.220000 sec): 3 clusters
  Score: Raw -89592.334668 + Penalty 3127.006606 = -86465.328062
  nChanged 13
		SP:Iteration 10Q (69864.250000 sec): 3 clusters
  Score: Raw -89635.770584 + Penalty 3127.006606 = -86508.763978
  nChanged 8
		SP:Iteration 11Q (69864.270000 sec): 3 clusters
  Score: Raw -89666.227812 + Penalty 3127.006606 = -86539.221206
  nChanged 9
		SP:Iteration 12Q (69864.300000 sec): 3 clusters
  Score: Raw -89704.979229 + Penalty 3127.006606 = -86577.972623
  nChanged 1
		SP:Iteration 13Q (69864.320000 sec): 3 clusters
  Score: Raw -89712.255237 + Penalty 3127.006606 = -86585.248631
  nChanged 0
		SP:Iteration 14F (69864.340000 sec): 3 clusters
  Score: Raw -89712.255237 + Penalty 3127.006606 = -86585.248631
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 16 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69864.360000 sec): 2 clusters
  Score: Raw -52299.371293 + Penalty 1431.317399 = -50868.053894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69864.380000 sec): 3 clusters
  Score: Raw -52425.969411 + Penalty 2862.634797 = -49563.334614
  nChanged 51
		SP:Iteration 1F (69864.390000 sec): 3 clusters
  Score: Raw -52580.287264 + Penalty 2862.634797 = -49717.652467
  nChanged 6
		SP:Iteration 2Q (69864.400000 sec): 3 clusters
  Score: Raw -52600.880808 + Penalty 2862.634797 = -49738.246011
  nChanged 2
		SP:Iteration 3Q (69864.410000 sec): 3 clusters
  Score: Raw -52606.483477 + Penalty 2862.634797 = -49743.848680
  nChanged 1
		SP:Iteration 4Q (69864.420000 sec): 3 clusters
  Score: Raw -52610.985842 + Penalty 2862.634797 = -49748.351045
  nChanged 2
		SP:Iteration 5Q (69864.430000 sec): 3 clusters
  Score: Raw -52621.294095 + Penalty 2862.634797 = -49758.659298
  nChanged 2
		SP:Iteration 6Q (69864.450000 sec): 3 clusters
  Score: Raw -52625.155623 + Penalty 2862.634797 = -49762.520826
  nChanged 0
		SP:Iteration 7F (69864.460000 sec): 3 clusters
  Score: Raw -52625.155623 + Penalty 2862.634797 = -49762.520826
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 17 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69864.480000 sec): 2 clusters
  Score: Raw -30953.168574 + Penalty 1356.078915 = -29597.089659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69864.490000 sec): 3 clusters
  Score: Raw -31146.329045 + Penalty 2712.157830 = -28434.171215
  nChanged 25
		SP:Iteration 1F (69864.500000 sec): 3 clusters
  Score: Raw -31235.919357 + Penalty 2712.157830 = -28523.761527
  nChanged 9
		SP:Iteration 2Q (69864.500000 sec): 3 clusters
  Score: Raw -31269.218641 + Penalty 2712.157830 = -28557.060811
  nChanged 1
		SP:Iteration 3Q (69864.510000 sec): 3 clusters
  Score: Raw -31274.363214 + Penalty 2712.157830 = -28562.205384
  nChanged 0
		SP:Iteration 4F (69864.520000 sec): 3 clusters
  Score: Raw -31274.363214 + Penalty 2712.157830 = -28562.205384
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 18 (1568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69864.580000 sec): 2 clusters
  Score: Raw -288622.039426 + Penalty 1824.673938 = -286797.365488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69864.620000 sec): 3 clusters
  Score: Raw -288118.114878 + Penalty 3649.347876 = -284468.767002
  nChanged 470
		SP:Iteration 1F (69864.660000 sec): 3 clusters
  Score: Raw -288522.617426 + Penalty 3649.347876 = -284873.269550
  nChanged 119
		SP:Iteration 2F (69864.700000 sec): 3 clusters
  Score: Raw -288654.538302 + Penalty 3649.347876 = -285005.190426
  nChanged 75
		SP:Iteration 3Q (69864.750000 sec): 3 clusters
  Score: Raw -288725.621466 + Penalty 3649.347876 = -285076.273591
  nChanged 47
		SP:Iteration 4Q (69864.790000 sec): 3 clusters
  Score: Raw -288784.025185 + Penalty 3649.347876 = -285134.677310
  nChanged 49
		SP:Iteration 5Q (69864.830000 sec): 3 clusters
  Score: Raw -288823.989675 + Penalty 3649.347876 = -285174.641800
  nChanged 37
		SP:Iteration 6Q (69864.870000 sec): 3 clusters
  Score: Raw -288853.164791 + Penalty 3649.347876 = -285203.816916
  nChanged 26
		SP:Iteration 7Q (69864.920000 sec): 3 clusters
  Score: Raw -288877.290896 + Penalty 3649.347876 = -285227.943020
  nChanged 23
		SP:Iteration 8Q (69864.960000 sec): 3 clusters
  Score: Raw -288896.171567 + Penalty 3649.347876 = -285246.823691
  nChanged 20
		SP:Iteration 9Q (69865.000000 sec): 3 clusters
  Score: Raw -288919.622070 + Penalty 3649.347876 = -285270.274195
  nChanged 27
		SP:Iteration 10Q (69865.040000 sec): 3 clusters
  Score: Raw -288943.849816 + Penalty 3649.347876 = -285294.501940
  nChanged 24
		SP:Iteration 11Q (69865.080000 sec): 3 clusters
  Score: Raw -288965.698124 + Penalty 3649.347876 = -285316.350248
  nChanged 27
		SP:Iteration 12Q (69865.120000 sec): 3 clusters
  Score: Raw -288986.615291 + Penalty 3649.347876 = -285337.267415
  nChanged 18
		SP:Iteration 13Q (69865.170000 sec): 3 clusters
  Score: Raw -289000.378108 + Penalty 3649.347876 = -285351.030233
  nChanged 14
		SP:Iteration 14Q (69865.210000 sec): 3 clusters
  Score: Raw -289012.992235 + Penalty 3649.347876 = -285363.644359
  nChanged 13
		SP:Iteration 15Q (69865.240000 sec): 3 clusters
  Score: Raw -289025.522338 + Penalty 3649.347876 = -285376.174463
  nChanged 15
		SP:Iteration 16Q (69865.290000 sec): 3 clusters
  Score: Raw -289038.623834 + Penalty 3649.347876 = -285389.275958
  nChanged 11
		SP:Iteration 17Q (69865.330000 sec): 3 clusters
  Score: Raw -289048.296998 + Penalty 3649.347876 = -285398.949122
  nChanged 6
		SP:Iteration 18Q (69865.490000 sec): 3 clusters
  Score: Raw -289053.696460 + Penalty 3649.347876 = -285404.348584
  nChanged 6
		SP:Iteration 19Q (69865.590000 sec): 3 clusters
  Score: Raw -289059.786676 + Penalty 3649.347876 = -285410.438800
  nChanged 10
		SP:Iteration 20F (69865.620000 sec): 3 clusters
  Score: Raw -289069.468418 + Penalty 3649.347876 = -285420.120543
  nChanged 8
		SP:Iteration 21Q (69865.670000 sec): 3 clusters
  Score: Raw -289077.527627 + Penalty 3649.347876 = -285428.179752
  nChanged 8
		SP:Iteration 22Q (69865.710000 sec): 3 clusters
  Score: Raw -289084.488209 + Penalty 3649.347876 = -285435.140333
  nChanged 5
		SP:Iteration 23Q (69865.750000 sec): 3 clusters
  Score: Raw -289087.120430 + Penalty 3649.347876 = -285437.772555
  nChanged 3
		SP:Iteration 24Q (69865.790000 sec): 3 clusters
  Score: Raw -289091.955850 + Penalty 3649.347876 = -285442.607975
  nChanged 2
		SP:Iteration 25Q (69865.840000 sec): 3 clusters
  Score: Raw -289093.858281 + Penalty 3649.347876 = -285444.510405
  nChanged 1
		SP:Iteration 26Q (69865.880000 sec): 3 clusters
  Score: Raw -289094.924009 + Penalty 3649.347876 = -285445.576134
  nChanged 1
		SP:Iteration 27Q (69865.920000 sec): 3 clusters
  Score: Raw -289095.665420 + Penalty 3649.347876 = -285446.317544
  nChanged 2
		SP:Iteration 28Q (69865.960000 sec): 3 clusters
  Score: Raw -289097.344466 + Penalty 3649.347876 = -285447.996590
  nChanged 2
		SP:Iteration 29Q (69866.000000 sec): 3 clusters
  Score: Raw -289098.493558 + Penalty 3649.347876 = -285449.145683
  nChanged 1
		SP:Iteration 30Q (69866.040000 sec): 3 clusters
  Score: Raw -289099.003916 + Penalty 3649.347876 = -285449.656041
  nChanged 1
		SP:Iteration 31Q (69866.090000 sec): 3 clusters
  Score: Raw -289099.396217 + Penalty 3649.347876 = -285450.048341
  nChanged 1
		SP:Iteration 32Q (69866.130000 sec): 3 clusters
  Score: Raw -289100.944343 + Penalty 3649.347876 = -285451.596468
  nChanged 3
		SP:Iteration 33Q (69866.170000 sec): 3 clusters
  Score: Raw -289102.916899 + Penalty 3649.347876 = -285453.569023
  nChanged 3
		SP:Iteration 34Q (69866.210000 sec): 3 clusters
  Score: Raw -289105.297170 + Penalty 3649.347876 = -285455.949294
  nChanged 0
		SP:Iteration 35F (69866.250000 sec): 3 clusters
  Score: Raw -289105.297170 + Penalty 3649.347876 = -285455.949294
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 19 (14721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69866.430000 sec): 2 clusters
  Score: Raw -2725222.878298 + Penalty 2380.063521 = -2722842.814777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69866.770000 sec): 3 clusters
  Score: Raw -2716865.660964 + Penalty 4760.127041 = -2712105.533923
  nChanged 6316
		SP:Iteration 1F (69867.040000 sec): 3 clusters
  Score: Raw -2720228.074711 + Penalty 4760.127041 = -2715467.947670
  nChanged 922
		SP:Iteration 2F (69867.310000 sec): 3 clusters
  Score: Raw -2720646.369623 + Penalty 4760.127041 = -2715886.242582
  nChanged 833
		SP:Iteration 3F (69867.580000 sec): 3 clusters
  Score: Raw -2721006.912376 + Penalty 4760.127041 = -2716246.785335
  nChanged 677
		SP:Iteration 4Q (69867.890000 sec): 3 clusters
  Score: Raw -2721318.714996 + Penalty 4760.127041 = -2716558.587955
  nChanged 679
		SP:Iteration 5Q (69868.200000 sec): 3 clusters
  Score: Raw -2721606.605471 + Penalty 4760.127041 = -2716846.478430
  nChanged 607
		SP:Iteration 6Q (69868.480000 sec): 3 clusters
  Score: Raw -2721910.332646 + Penalty 4760.127041 = -2717150.205604
  nChanged 601
		SP:Iteration 7Q (69868.740000 sec): 3 clusters
  Score: Raw -2722259.971562 + Penalty 4760.127041 = -2717499.844521
  nChanged 645
		SP:Iteration 8Q (69869.020000 sec): 3 clusters
  Score: Raw -2722688.733040 + Penalty 4760.127041 = -2717928.605999
  nChanged 651
		SP:Iteration 9Q (69869.280000 sec): 3 clusters
  Score: Raw -2723079.600419 + Penalty 4760.127041 = -2718319.473377
  nChanged 567
		SP:Iteration 10Q (69869.560000 sec): 3 clusters
  Score: Raw -2723367.436947 + Penalty 4760.127041 = -2718607.309906
  nChanged 509
		SP:Iteration 11Q (69869.830000 sec): 3 clusters
  Score: Raw -2723602.992278 + Penalty 4760.127041 = -2718842.865237
  nChanged 427
		SP:Iteration 12Q (69870.100000 sec): 3 clusters
  Score: Raw -2723776.739686 + Penalty 4760.127041 = -2719016.612645
  nChanged 348
		SP:Iteration 13Q (69870.370000 sec): 3 clusters
  Score: Raw -2723908.973622 + Penalty 4760.127041 = -2719148.846581
  nChanged 306
		SP:Iteration 14Q (69870.640000 sec): 3 clusters
  Score: Raw -2724002.598411 + Penalty 4760.127041 = -2719242.471370
  nChanged 276
		SP:Iteration 15Q (69870.910000 sec): 3 clusters
  Score: Raw -2724087.895884 + Penalty 4760.127041 = -2719327.768843
  nChanged 229
		SP:Iteration 16Q (69871.180000 sec): 3 clusters
  Score: Raw -2724153.359649 + Penalty 4760.127041 = -2719393.232608
  nChanged 207
		SP:Iteration 17Q (69871.450000 sec): 3 clusters
  Score: Raw -2724204.280100 + Penalty 4760.127041 = -2719444.153059
  nChanged 177
		SP:Iteration 18Q (69871.720000 sec): 3 clusters
  Score: Raw -2724248.634318 + Penalty 4760.127041 = -2719488.507277
  nChanged 161
		SP:Iteration 19Q (69872.000000 sec): 3 clusters
  Score: Raw -2724284.484265 + Penalty 4760.127041 = -2719524.357224
  nChanged 124
		SP:Iteration 20F (69872.270000 sec): 3 clusters
  Score: Raw -2724309.249734 + Penalty 4760.127041 = -2719549.122693
  nChanged 111
		SP:Iteration 21Q (69872.540000 sec): 3 clusters
  Score: Raw -2724332.351442 + Penalty 4760.127041 = -2719572.224401
  nChanged 106
		SP:Iteration 22Q (69872.820000 sec): 3 clusters
  Score: Raw -2724358.151525 + Penalty 4760.127041 = -2719598.024484
  nChanged 114
		SP:Iteration 23Q (69873.120000 sec): 3 clusters
  Score: Raw -2724384.191003 + Penalty 4760.127041 = -2719624.063962
  nChanged 120
		SP:Iteration 24Q (69873.450000 sec): 3 clusters
  Score: Raw -2724412.418773 + Penalty 4760.127041 = -2719652.291732
  nChanged 112
		SP:Iteration 25Q (69873.720000 sec): 3 clusters
  Score: Raw -2724442.767778 + Penalty 4760.127041 = -2719682.640736
  nChanged 118
		SP:Iteration 26Q (69874.040000 sec): 3 clusters
  Score: Raw -2724469.027300 + Penalty 4760.127041 = -2719708.900259
  nChanged 107
		SP:Iteration 27Q (69874.270000 sec): 3 clusters
  Score: Raw -2724489.864299 + Penalty 4760.127041 = -2719729.737258
  nChanged 100
		SP:Iteration 28Q (69874.560000 sec): 3 clusters
  Score: Raw -2724511.345262 + Penalty 4760.127041 = -2719751.218221
  nChanged 87
		SP:Iteration 29Q (69874.810000 sec): 3 clusters
  Score: Raw -2724530.270134 + Penalty 4760.127041 = -2719770.143093
  nChanged 80
		SP:Iteration 30Q (69875.060000 sec): 3 clusters
  Score: Raw -2724544.807894 + Penalty 4760.127041 = -2719784.680853
  nChanged 71
		SP:Iteration 31Q (69875.320000 sec): 3 clusters
  Score: Raw -2724557.908193 + Penalty 4760.127041 = -2719797.781152
  nChanged 67
		SP:Iteration 32Q (69875.600000 sec): 3 clusters
  Score: Raw -2724568.968682 + Penalty 4760.127041 = -2719808.841641
  nChanged 58
		SP:Iteration 33Q (69875.870000 sec): 3 clusters
  Score: Raw -2724578.732841 + Penalty 4760.127041 = -2719818.605800
  nChanged 53
		SP:Iteration 34Q (69876.140000 sec): 3 clusters
  Score: Raw -2724586.883348 + Penalty 4760.127041 = -2719826.756307
  nChanged 46
		SP:Iteration 35Q (69876.410000 sec): 3 clusters
  Score: Raw -2724595.190552 + Penalty 4760.127041 = -2719835.063511
  nChanged 36
		SP:Iteration 36Q (69876.680000 sec): 3 clusters
  Score: Raw -2724601.063549 + Penalty 4760.127041 = -2719840.936508
  nChanged 31
		SP:Iteration 37Q (69876.960000 sec): 3 clusters
  Score: Raw -2724605.639420 + Penalty 4760.127041 = -2719845.512379
  nChanged 29
		SP:Iteration 38Q (69877.230000 sec): 3 clusters
  Score: Raw -2724609.934397 + Penalty 4760.127041 = -2719849.807356
  nChanged 33
		SP:Iteration 39Q (69877.500000 sec): 3 clusters
  Score: Raw -2724613.731857 + Penalty 4760.127041 = -2719853.604816
  nChanged 26
		SP:Iteration 40F (69877.780000 sec): 3 clusters
  Score: Raw -2724616.795704 + Penalty 4760.127041 = -2719856.668663
  nChanged 20
		SP:Iteration 41Q (69878.050000 sec): 3 clusters
  Score: Raw -2724619.696387 + Penalty 4760.127041 = -2719859.569346
  nChanged 24
		SP:Iteration 42Q (69878.320000 sec): 3 clusters
  Score: Raw -2724623.000473 + Penalty 4760.127041 = -2719862.873432
  nChanged 28
		SP:Iteration 43Q (69878.600000 sec): 3 clusters
  Score: Raw -2724626.619116 + Penalty 4760.127041 = -2719866.492075
  nChanged 24
		SP:Iteration 44Q (69878.870000 sec): 3 clusters
  Score: Raw -2724629.388870 + Penalty 4760.127041 = -2719869.261829
  nChanged 25
		SP:Iteration 45Q (69879.140000 sec): 3 clusters
  Score: Raw -2724632.618233 + Penalty 4760.127041 = -2719872.491192
  nChanged 21
		SP:Iteration 46Q (69879.420000 sec): 3 clusters
  Score: Raw -2724634.595186 + Penalty 4760.127041 = -2719874.468145
  nChanged 16
		SP:Iteration 47Q (69879.690000 sec): 3 clusters
  Score: Raw -2724636.373655 + Penalty 4760.127041 = -2719876.246614
  nChanged 19
		SP:Iteration 48Q (69879.960000 sec): 3 clusters
  Score: Raw -2724638.926888 + Penalty 4760.127041 = -2719878.799847
  nChanged 28
		SP:Iteration 49Q (69880.240000 sec): 3 clusters
  Score: Raw -2724642.583869 + Penalty 4760.127041 = -2719882.456828
  nChanged 21
		SP:Iteration 50Q (69880.510000 sec): 3 clusters
  Score: Raw -2724645.299489 + Penalty 4760.127041 = -2719885.172448
  nChanged 21
		SP:Iteration 51Q (69880.780000 sec): 3 clusters
  Score: Raw -2724647.871225 + Penalty 4760.127041 = -2719887.744184
  nChanged 18
		SP:Iteration 52Q (69881.060000 sec): 3 clusters
  Score: Raw -2724650.393288 + Penalty 4760.127041 = -2719890.266247
  nChanged 19
		SP:Iteration 53Q (69881.330000 sec): 3 clusters
  Score: Raw -2724652.823051 + Penalty 4760.127041 = -2719892.696010
  nChanged 23
		SP:Iteration 54Q (69881.600000 sec): 3 clusters
  Score: Raw -2724655.511171 + Penalty 4760.127041 = -2719895.384129
  nChanged 14
		SP:Iteration 55Q (69881.880000 sec): 3 clusters
  Score: Raw -2724657.379649 + Penalty 4760.127041 = -2719897.252608
  nChanged 23
		SP:Iteration 56Q (69882.150000 sec): 3 clusters
  Score: Raw -2724660.999048 + Penalty 4760.127041 = -2719900.872007
  nChanged 27
		SP:Iteration 57Q (69882.430000 sec): 3 clusters
  Score: Raw -2724664.884890 + Penalty 4760.127041 = -2719904.757849
  nChanged 32
		SP:Iteration 58Q (69882.700000 sec): 3 clusters
  Score: Raw -2724670.353099 + Penalty 4760.127041 = -2719910.226058
  nChanged 28
		SP:Iteration 59Q (69882.970000 sec): 3 clusters
  Score: Raw -2724677.458335 + Penalty 4760.127041 = -2719917.331294
  nChanged 48
		SP:Iteration 60F (69883.230000 sec): 3 clusters
  Score: Raw -2724688.366733 + Penalty 4760.127041 = -2719928.239691
  nChanged 46
		SP:Iteration 61Q (69883.450000 sec): 3 clusters
  Score: Raw -2724698.912598 + Penalty 4760.127041 = -2719938.785557
  nChanged 52
		SP:Iteration 62Q (69883.750000 sec): 3 clusters
  Score: Raw -2724709.377584 + Penalty 4760.127041 = -2719949.250542
  nChanged 53
		SP:Iteration 63Q (69884.030000 sec): 3 clusters
  Score: Raw -2724720.520244 + Penalty 4760.127041 = -2719960.393203
  nChanged 50
		SP:Iteration 64Q (69884.300000 sec): 3 clusters
  Score: Raw -2724731.864857 + Penalty 4760.127041 = -2719971.737816
  nChanged 60
		SP:Iteration 65Q (69884.570000 sec): 3 clusters
  Score: Raw -2724747.218944 + Penalty 4760.127041 = -2719987.091903
  nChanged 83
		SP:Iteration 66Q (69884.850000 sec): 3 clusters
  Score: Raw -2724773.498436 + Penalty 4760.127041 = -2720013.371395
  nChanged 106
		SP:Iteration 67Q (69885.120000 sec): 3 clusters
  Score: Raw -2724804.428745 + Penalty 4760.127041 = -2720044.301704
  nChanged 112
		SP:Iteration 68Q (69885.390000 sec): 3 clusters
  Score: Raw -2724831.232266 + Penalty 4760.127041 = -2720071.105225
  nChanged 97
		SP:Iteration 69Q (69885.670000 sec): 3 clusters
  Score: Raw -2724856.220407 + Penalty 4760.127041 = -2720096.093366
  nChanged 97
		SP:Iteration 70Q (69885.940000 sec): 3 clusters
  Score: Raw -2724880.620580 + Penalty 4760.127041 = -2720120.493539
  nChanged 88
		SP:Iteration 71Q (69886.210000 sec): 3 clusters
  Score: Raw -2724901.252595 + Penalty 4760.127041 = -2720141.125554
  nChanged 91
		SP:Iteration 72Q (69886.490000 sec): 3 clusters
  Score: Raw -2724923.282972 + Penalty 4760.127041 = -2720163.155931
  nChanged 85
		SP:Iteration 73Q (69886.760000 sec): 3 clusters
  Score: Raw -2724943.508325 + Penalty 4760.127041 = -2720183.381284
  nChanged 78
		SP:Iteration 74Q (69887.030000 sec): 3 clusters
  Score: Raw -2724962.785879 + Penalty 4760.127041 = -2720202.658838
  nChanged 80
		SP:Iteration 75Q (69887.310000 sec): 3 clusters
  Score: Raw -2724982.608978 + Penalty 4760.127041 = -2720222.481937
  nChanged 84
		SP:Iteration 76Q (69887.580000 sec): 3 clusters
  Score: Raw -2725003.766870 + Penalty 4760.127041 = -2720243.639829
  nChanged 73
		SP:Iteration 77Q (69887.850000 sec): 3 clusters
  Score: Raw -2725019.990228 + Penalty 4760.127041 = -2720259.863187
  nChanged 77
		SP:Iteration 78Q (69888.080000 sec): 3 clusters
  Score: Raw -2725038.130828 + Penalty 4760.127041 = -2720278.003787
  nChanged 67
		SP:Iteration 79Q (69888.350000 sec): 3 clusters
  Score: Raw -2725050.882866 + Penalty 4760.127041 = -2720290.755825
  nChanged 56
		SP:Iteration 80F (69888.630000 sec): 3 clusters
  Score: Raw -2725059.695005 + Penalty 4760.127041 = -2720299.567964
  nChanged 39
		SP:Iteration 81Q (69888.900000 sec): 3 clusters
  Score: Raw -2725067.523015 + Penalty 4760.127041 = -2720307.395974
  nChanged 40
		SP:Iteration 82Q (69889.180000 sec): 3 clusters
  Score: Raw -2725074.193778 + Penalty 4760.127041 = -2720314.066737
  nChanged 40
		SP:Iteration 83Q (69889.450000 sec): 3 clusters
  Score: Raw -2725080.929550 + Penalty 4760.127041 = -2720320.802509
  nChanged 40
		SP:Iteration 84Q (69889.730000 sec): 3 clusters
  Score: Raw -2725088.435706 + Penalty 4760.127041 = -2720328.308665
  nChanged 44
		SP:Iteration 85Q (69890.000000 sec): 3 clusters
  Score: Raw -2725096.688640 + Penalty 4760.127041 = -2720336.561599
  nChanged 39
		SP:Iteration 86Q (69890.270000 sec): 3 clusters
  Score: Raw -2725103.909786 + Penalty 4760.127041 = -2720343.782745
  nChanged 44
		SP:Iteration 87Q (69890.550000 sec): 3 clusters
  Score: Raw -2725112.047181 + Penalty 4760.127041 = -2720351.920140
  nChanged 38
		SP:Iteration 88Q (69890.820000 sec): 3 clusters
  Score: Raw -2725117.945090 + Penalty 4760.127041 = -2720357.818049
  nChanged 35
		SP:Iteration 89Q (69891.090000 sec): 3 clusters
  Score: Raw -2725123.229400 + Penalty 4760.127041 = -2720363.102359
  nChanged 36
		SP:Iteration 90Q (69891.370000 sec): 3 clusters
  Score: Raw -2725128.922567 + Penalty 4760.127041 = -2720368.795526
  nChanged 32
		SP:Iteration 91Q (69891.640000 sec): 3 clusters
  Score: Raw -2725133.583698 + Penalty 4760.127041 = -2720373.456657
  nChanged 26
		SP:Iteration 92Q (69891.920000 sec): 3 clusters
  Score: Raw -2725137.609951 + Penalty 4760.127041 = -2720377.482910
  nChanged 33
		SP:Iteration 93Q (69892.190000 sec): 3 clusters
  Score: Raw -2725142.562171 + Penalty 4760.127041 = -2720382.435130
  nChanged 30
		SP:Iteration 94Q (69892.460000 sec): 3 clusters
  Score: Raw -2725147.977294 + Penalty 4760.127041 = -2720387.850253
  nChanged 30
		SP:Iteration 95Q (69892.730000 sec): 3 clusters
  Score: Raw -2725153.779860 + Penalty 4760.127041 = -2720393.652819
  nChanged 29
		SP:Iteration 96Q (69893.000000 sec): 3 clusters
  Score: Raw -2725158.485066 + Penalty 4760.127041 = -2720398.358025
  nChanged 22
		SP:Iteration 97Q (69893.270000 sec): 3 clusters
  Score: Raw -2725161.802661 + Penalty 4760.127041 = -2720401.675620
  nChanged 20
		SP:Iteration 98Q (69893.540000 sec): 3 clusters
  Score: Raw -2725165.688892 + Penalty 4760.127041 = -2720405.561850
  nChanged 23
		SP:Iteration 99Q (69893.810000 sec): 3 clusters
  Score: Raw -2725169.977585 + Penalty 4760.127041 = -2720409.850544
  nChanged 26
		SP:Iteration 100F (69894.090000 sec): 3 clusters
  Score: Raw -2725173.480947 + Penalty 4760.127041 = -2720413.353906
  nChanged 16
		SP:Iteration 101Q (69894.350000 sec): 3 clusters
  Score: Raw -2725175.782545 + Penalty 4760.127041 = -2720415.655504
  nChanged 22
		SP:Iteration 102Q (69894.630000 sec): 3 clusters
  Score: Raw -2725179.148576 + Penalty 4760.127041 = -2720419.021535
  nChanged 27
		SP:Iteration 103Q (69894.900000 sec): 3 clusters
  Score: Raw -2725184.028880 + Penalty 4760.127041 = -2720423.901839
  nChanged 34
		SP:Iteration 104Q (69895.170000 sec): 3 clusters
  Score: Raw -2725189.909766 + Penalty 4760.127041 = -2720429.782725
  nChanged 33
		SP:Iteration 105Q (69895.440000 sec): 3 clusters
  Score: Raw -2725196.579490 + Penalty 4760.127041 = -2720436.452449
  nChanged 41
		SP:Iteration 106Q (69895.710000 sec): 3 clusters
  Score: Raw -2725206.648468 + Penalty 4760.127041 = -2720446.521427
  nChanged 47
		SP:Iteration 107Q (69895.980000 sec): 3 clusters
  Score: Raw -2725217.930100 + Penalty 4760.127041 = -2720457.803058
  nChanged 54
		SP:Iteration 108Q (69896.250000 sec): 3 clusters
  Score: Raw -2725231.498657 + Penalty 4760.127041 = -2720471.371616
  nChanged 68
		SP:Iteration 109Q (69896.530000 sec): 3 clusters
  Score: Raw -2725248.805313 + Penalty 4760.127041 = -2720488.678272
  nChanged 63
		SP:Iteration 110Q (69896.800000 sec): 3 clusters
  Score: Raw -2725264.024804 + Penalty 4760.127041 = -2720503.897763
  nChanged 53
		SP:Iteration 111Q (69897.070000 sec): 3 clusters
  Score: Raw -2725275.444285 + Penalty 4760.127041 = -2720515.317244
  nChanged 47
		SP:Iteration 112Q (69897.370000 sec): 3 clusters
  Score: Raw -2725285.763644 + Penalty 4760.127041 = -2720525.636603
  nChanged 40
		SP:Iteration 113Q (69897.690000 sec): 3 clusters
  Score: Raw -2725292.660079 + Penalty 4760.127041 = -2720532.533038
  nChanged 31
		SP:Iteration 114Q (69897.910000 sec): 3 clusters
  Score: Raw -2725299.249019 + Penalty 4760.127041 = -2720539.121978
  nChanged 28
		SP:Iteration 115Q (69898.190000 sec): 3 clusters
  Score: Raw -2725304.968885 + Penalty 4760.127041 = -2720544.841844
  nChanged 31
		SP:Iteration 116Q (69898.470000 sec): 3 clusters
  Score: Raw -2725310.724397 + Penalty 4760.127041 = -2720550.597356
  nChanged 31
		SP:Iteration 117Q (69898.740000 sec): 3 clusters
  Score: Raw -2725317.185422 + Penalty 4760.127041 = -2720557.058381
  nChanged 33
		SP:Iteration 118Q (69899.020000 sec): 3 clusters
  Score: Raw -2725323.868051 + Penalty 4760.127041 = -2720563.741010
  nChanged 29
		SP:Iteration 119Q (69899.300000 sec): 3 clusters
  Score: Raw -2725330.354992 + Penalty 4760.127041 = -2720570.227951
  nChanged 22
		SP:Iteration 120F (69899.570000 sec): 3 clusters
  Score: Raw -2725334.570470 + Penalty 4760.127041 = -2720574.443429
  nChanged 25
		SP:Iteration 121Q (69899.850000 sec): 3 clusters
  Score: Raw -2725338.545437 + Penalty 4760.127041 = -2720578.418396
  nChanged 27
		SP:Iteration 122Q (69900.130000 sec): 3 clusters
  Score: Raw -2725344.154937 + Penalty 4760.127041 = -2720584.027896
  nChanged 27
		SP:Iteration 123Q (69900.410000 sec): 3 clusters
  Score: Raw -2725350.294675 + Penalty 4760.127041 = -2720590.167634
  nChanged 34
		SP:Iteration 124Q (69900.690000 sec): 3 clusters
  Score: Raw -2725358.159667 + Penalty 4760.127041 = -2720598.032626
  nChanged 38
		SP:Iteration 125Q (69900.970000 sec): 3 clusters
  Score: Raw -2725367.726241 + Penalty 4760.127041 = -2720607.599200
  nChanged 38
		SP:Iteration 126Q (69901.250000 sec): 3 clusters
  Score: Raw -2725377.073722 + Penalty 4760.127041 = -2720616.946681
  nChanged 37
		SP:Iteration 127Q (69901.520000 sec): 3 clusters
  Score: Raw -2725385.293399 + Penalty 4760.127041 = -2720625.166358
  nChanged 38
		SP:Iteration 128Q (69901.800000 sec): 3 clusters
  Score: Raw -2725393.813118 + Penalty 4760.127041 = -2720633.686076
  nChanged 30
		SP:Iteration 129Q (69902.080000 sec): 3 clusters
  Score: Raw -2725400.904310 + Penalty 4760.127041 = -2720640.777269
  nChanged 37
		SP:Iteration 130Q (69902.360000 sec): 3 clusters
  Score: Raw -2725410.210540 + Penalty 4760.127041 = -2720650.083499
  nChanged 34
		SP:Iteration 131Q (69902.630000 sec): 3 clusters
  Score: Raw -2725418.518499 + Penalty 4760.127041 = -2720658.391458
  nChanged 34
		SP:Iteration 132Q (69902.910000 sec): 3 clusters
  Score: Raw -2725430.569371 + Penalty 4760.127041 = -2720670.442330
  nChanged 46
		SP:Iteration 133Q (69903.190000 sec): 3 clusters
  Score: Raw -2725444.184214 + Penalty 4760.127041 = -2720684.057173
  nChanged 48
		SP:Iteration 134Q (69903.470000 sec): 3 clusters
  Score: Raw -2725457.622058 + Penalty 4760.127041 = -2720697.495017
  nChanged 45
		SP:Iteration 135Q (69903.750000 sec): 3 clusters
  Score: Raw -2725470.908961 + Penalty 4760.127041 = -2720710.781920
  nChanged 46
		SP:Iteration 136Q (69904.030000 sec): 3 clusters
  Score: Raw -2725483.495106 + Penalty 4760.127041 = -2720723.368065
  nChanged 34
		SP:Iteration 137Q (69904.310000 sec): 3 clusters
  Score: Raw -2725493.170787 + Penalty 4760.127041 = -2720733.043746
  nChanged 27
		SP:Iteration 138Q (69904.580000 sec): 3 clusters
  Score: Raw -2725499.291616 + Penalty 4760.127041 = -2720739.164575
  nChanged 21
		SP:Iteration 139Q (69904.860000 sec): 3 clusters
  Score: Raw -2725505.433028 + Penalty 4760.127041 = -2720745.305986
  nChanged 27
		SP:Iteration 140F (69905.140000 sec): 3 clusters
  Score: Raw -2725511.796509 + Penalty 4760.127041 = -2720751.669468
  nChanged 22
		SP:Iteration 141Q (69905.420000 sec): 3 clusters
  Score: Raw -2725516.434359 + Penalty 4760.127041 = -2720756.307318
  nChanged 19
		SP:Iteration 142Q (69905.690000 sec): 3 clusters
  Score: Raw -2725521.525092 + Penalty 4760.127041 = -2720761.398051
  nChanged 16
		SP:Iteration 143Q (69905.970000 sec): 3 clusters
  Score: Raw -2725525.742198 + Penalty 4760.127041 = -2720765.615157
  nChanged 13
		SP:Iteration 144Q (69906.250000 sec): 3 clusters
  Score: Raw -2725528.731807 + Penalty 4760.127041 = -2720768.604766
  nChanged 12
		SP:Iteration 145Q (69906.530000 sec): 3 clusters
  Score: Raw -2725532.228600 + Penalty 4760.127041 = -2720772.101559
  nChanged 18
		SP:Iteration 146Q (69906.810000 sec): 3 clusters
  Score: Raw -2725537.212655 + Penalty 4760.127041 = -2720777.085614
  nChanged 18
		SP:Iteration 147Q (69907.080000 sec): 3 clusters
  Score: Raw -2725541.952350 + Penalty 4760.127041 = -2720781.825309
  nChanged 17
		SP:Iteration 148Q (69907.360000 sec): 3 clusters
  Score: Raw -2725546.876077 + Penalty 4760.127041 = -2720786.749036
  nChanged 18
		SP:Iteration 149Q (69907.640000 sec): 3 clusters
  Score: Raw -2725552.290598 + Penalty 4760.127041 = -2720792.163557
  nChanged 17
		SP:Iteration 150Q (69907.910000 sec): 3 clusters
  Score: Raw -2725556.407806 + Penalty 4760.127041 = -2720796.280765
  nChanged 8
		SP:Iteration 151Q (69908.190000 sec): 3 clusters
  Score: Raw -2725558.117644 + Penalty 4760.127041 = -2720797.990603
  nChanged 3
		SP:Iteration 152Q (69908.470000 sec): 3 clusters
  Score: Raw -2725558.585236 + Penalty 4760.127041 = -2720798.458195
  nChanged 1
		SP:Iteration 153Q (69908.740000 sec): 3 clusters
  Score: Raw -2725558.879036 + Penalty 4760.127041 = -2720798.751995
  nChanged 0
		SP:Iteration 154F (69909.010000 sec): 3 clusters
  Score: Raw -2725558.879036 + Penalty 4760.127041 = -2720798.751995
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 20 (96 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69909.070000 sec): 2 clusters
  Score: Raw -15764.480293 + Penalty 1131.958351 = -14632.521941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69909.240000 sec): 3 clusters
  Score: Raw -16357.001098 + Penalty 2263.916703 = -14093.084395
  nChanged 2
		SP:Iteration 1Q (69909.420000 sec): 3 clusters
  Score: Raw -16377.801087 + Penalty 2263.916703 = -14113.884384
  nChanged 0
		SP:Iteration 2F (69909.590000 sec): 3 clusters
  Score: Raw -16377.801087 + Penalty 2263.916703 = -14113.884384
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 21 (285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69909.680000 sec): 2 clusters
  Score: Raw -42498.585113 + Penalty 1401.817317 = -41096.767797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69909.860000 sec): 3 clusters
  Score: Raw -42730.093861 + Penalty 2803.634633 = -39926.459227
  nChanged 32
		SP:Iteration 1F (69910.030000 sec): 3 clusters
  Score: Raw -42830.706109 + Penalty 2803.634633 = -40027.071475
  nChanged 7
		SP:Iteration 2Q (69910.210000 sec): 3 clusters
  Score: Raw -42853.796213 + Penalty 2803.634633 = -40050.161579
  nChanged 7
		SP:Iteration 3Q (69910.390000 sec): 3 clusters
  Score: Raw -42907.241287 + Penalty 2803.634633 = -40103.606653
  nChanged 8
		SP:Iteration 4Q (69910.560000 sec): 3 clusters
  Score: Raw -42923.332967 + Penalty 2803.634633 = -40119.698333
  nChanged 4
		SP:Iteration 5Q (69910.740000 sec): 3 clusters
  Score: Raw -42937.992930 + Penalty 2803.634633 = -40134.358297
  nChanged 1
		SP:Iteration 6Q (69910.910000 sec): 3 clusters
  Score: Raw -42941.873697 + Penalty 2803.634633 = -40138.239064
  nChanged 0
		SP:Iteration 7F (69911.090000 sec): 3 clusters
  Score: Raw -42941.873697 + Penalty 2803.634633 = -40138.239064
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 22 (230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69911.180000 sec): 2 clusters
  Score: Raw -30166.244306 + Penalty 1348.643669 = -28817.600637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69911.350000 sec): 3 clusters
  Score: Raw -30587.572915 + Penalty 2697.287337 = -27890.285578
  nChanged 34
		SP:Iteration 1F (69911.530000 sec): 3 clusters
  Score: Raw -30734.626723 + Penalty 2697.287337 = -28037.339386
  nChanged 6
		SP:Iteration 2Q (69911.710000 sec): 3 clusters
  Score: Raw -30767.118389 + Penalty 2697.287337 = -28069.831052
  nChanged 6
		SP:Iteration 3Q (69911.880000 sec): 3 clusters
  Score: Raw -30794.058711 + Penalty 2697.287337 = -28096.771374
  nChanged 2
		SP:Iteration 4Q (69912.060000 sec): 3 clusters
  Score: Raw -30799.164051 + Penalty 2697.287337 = -28101.876713
  nChanged 0
		SP:Iteration 5F (69912.230000 sec): 3 clusters
  Score: Raw -30799.164051 + Penalty 2697.287337 = -28101.876713
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 23 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69912.320000 sec): 2 clusters
  Score: Raw -58825.189311 + Penalty 1482.763670 = -57342.425641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69912.490000 sec): 3 clusters
  Score: Raw -58950.990792 + Penalty 2965.527339 = -55985.463453
  nChanged 70
		SP:Iteration 1F (69912.670000 sec): 3 clusters
  Score: Raw -59108.627692 + Penalty 2965.527339 = -56143.100353
  nChanged 13
		SP:Iteration 2Q (69912.850000 sec): 3 clusters
  Score: Raw -59142.877287 + Penalty 2965.527339 = -56177.349948
  nChanged 5
		SP:Iteration 3Q (69913.020000 sec): 3 clusters
  Score: Raw -59153.313429 + Penalty 2965.527339 = -56187.786090
  nChanged 3
		SP:Iteration 4Q (69913.200000 sec): 3 clusters
  Score: Raw -59165.054992 + Penalty 2965.527339 = -56199.527653
  nChanged 7
		SP:Iteration 5Q (69913.420000 sec): 3 clusters
  Score: Raw -59187.018804 + Penalty 2965.527339 = -56221.491465
  nChanged 6
		SP:Iteration 6Q (69913.580000 sec): 3 clusters
  Score: Raw -59197.087533 + Penalty 2965.527339 = -56231.560194
  nChanged 0
		SP:Iteration 7F (69913.750000 sec): 3 clusters
  Score: Raw -59197.087533 + Penalty 2965.527339 = -56231.560194
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 24 (2083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69913.830000 sec): 2 clusters
  Score: Raw -383065.212959 + Penalty 1895.107981 = -381170.104978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69913.990000 sec): 3 clusters
  Score: Raw -382311.026479 + Penalty 3790.215963 = -378520.810516
  nChanged 662
		SP:Iteration 1F (69914.170000 sec): 3 clusters
  Score: Raw -382812.502310 + Penalty 3790.215963 = -379022.286347
  nChanged 165
		SP:Iteration 2F (69914.350000 sec): 3 clusters
  Score: Raw -382968.127306 + Penalty 3790.215963 = -379177.911343
  nChanged 109
		SP:Iteration 3F (69914.520000 sec): 3 clusters
  Score: Raw -383082.260019 + Penalty 3790.215963 = -379292.044056
  nChanged 66
		SP:Iteration 4Q (69914.700000 sec): 3 clusters
  Score: Raw -383140.571632 + Penalty 3790.215963 = -379350.355669
  nChanged 50
		SP:Iteration 5Q (69914.870000 sec): 3 clusters
  Score: Raw -383203.550539 + Penalty 3790.215963 = -379413.334576
  nChanged 73
		SP:Iteration 6Q (69915.050000 sec): 3 clusters
  Score: Raw -383278.634352 + Penalty 3790.215963 = -379488.418389
  nChanged 74
		SP:Iteration 7Q (69915.220000 sec): 3 clusters
  Score: Raw -383346.661588 + Penalty 3790.215963 = -379556.445625
  nChanged 64
		SP:Iteration 8Q (69915.400000 sec): 3 clusters
  Score: Raw -383402.723454 + Penalty 3790.215963 = -379612.507491
  nChanged 50
		SP:Iteration 9Q (69915.580000 sec): 3 clusters
  Score: Raw -383444.538287 + Penalty 3790.215963 = -379654.322325
  nChanged 51
		SP:Iteration 10Q (69915.750000 sec): 3 clusters
  Score: Raw -383489.434739 + Penalty 3790.215963 = -379699.218776
  nChanged 53
		SP:Iteration 11Q (69915.930000 sec): 3 clusters
  Score: Raw -383540.845864 + Penalty 3790.215963 = -379750.629901
  nChanged 53
		SP:Iteration 12Q (69916.100000 sec): 3 clusters
  Score: Raw -383608.842419 + Penalty 3790.215963 = -379818.626456
  nChanged 66
		SP:Iteration 13Q (69916.280000 sec): 3 clusters
  Score: Raw -383697.100212 + Penalty 3790.215963 = -379906.884249
  nChanged 64
		SP:Iteration 14Q (69916.460000 sec): 3 clusters
  Score: Raw -383791.758589 + Penalty 3790.215963 = -380001.542627
  nChanged 51
		SP:Iteration 15Q (69916.630000 sec): 3 clusters
  Score: Raw -383866.302560 + Penalty 3790.215963 = -380076.086597
  nChanged 45
		SP:Iteration 16Q (69916.810000 sec): 3 clusters
  Score: Raw -383910.663230 + Penalty 3790.215963 = -380120.447267
  nChanged 22
		SP:Iteration 17Q (69916.980000 sec): 3 clusters
  Score: Raw -383929.491525 + Penalty 3790.215963 = -380139.275562
  nChanged 18
		SP:Iteration 18Q (69917.160000 sec): 3 clusters
  Score: Raw -383946.016194 + Penalty 3790.215963 = -380155.800231
  nChanged 11
		SP:Iteration 19Q (69917.340000 sec): 3 clusters
  Score: Raw -383954.045395 + Penalty 3790.215963 = -380163.829432
  nChanged 7
		SP:Iteration 20F (69917.510000 sec): 3 clusters
  Score: Raw -384035.146934 + Penalty 3790.215963 = -380244.930971
  nChanged 22
		SP:Iteration 21Q (69917.690000 sec): 3 clusters
  Score: Raw -384236.354735 + Penalty 3790.215963 = -380446.138772
  nChanged 35
		SP:Iteration 22Q (69917.860000 sec): 3 clusters
  Score: Raw -384412.094781 + Penalty 3790.215963 = -380621.878818
  nChanged 47
		SP:Iteration 23Q (69918.040000 sec): 3 clusters
  Score: Raw -384561.474348 + Penalty 3790.215963 = -380771.258385
  nChanged 47
		SP:Iteration 24Q (69918.220000 sec): 3 clusters
  Score: Raw -384646.712802 + Penalty 3790.215963 = -380856.496839
  nChanged 26
		SP:Iteration 25Q (69918.390000 sec): 3 clusters
  Score: Raw -384680.751021 + Penalty 3790.215963 = -380890.535059
  nChanged 19
		SP:Iteration 26Q (69918.570000 sec): 3 clusters
  Score: Raw -384707.356384 + Penalty 3790.215963 = -380917.140421
  nChanged 16
		SP:Iteration 27Q (69918.740000 sec): 3 clusters
  Score: Raw -384726.188623 + Penalty 3790.215963 = -380935.972660
  nChanged 12
		SP:Iteration 28Q (69918.960000 sec): 3 clusters
  Score: Raw -384737.956269 + Penalty 3790.215963 = -380947.740307
  nChanged 12
		SP:Iteration 29Q (69919.090000 sec): 3 clusters
  Score: Raw -384750.081393 + Penalty 3790.215963 = -380959.865430
  nChanged 5
		SP:Iteration 30Q (69919.140000 sec): 3 clusters
  Score: Raw -384753.823671 + Penalty 3790.215963 = -380963.607709
  nChanged 4
		SP:Iteration 31Q (69919.190000 sec): 3 clusters
  Score: Raw -384756.768256 + Penalty 3790.215963 = -380966.552293
  nChanged 1
		SP:Iteration 32Q (69919.240000 sec): 3 clusters
  Score: Raw -384757.262534 + Penalty 3790.215963 = -380967.046571
  nChanged 0
		SP:Iteration 33F (69919.290000 sec): 3 clusters
  Score: Raw -384757.262534 + Penalty 3790.215963 = -380967.046571
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 25 (208982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69920.540000 sec): 2 clusters
  Score: Raw -37397161.799317 + Penalty 3038.000844 = -37394123.798473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69922.600000 sec): 3 clusters
  Score: Raw -37259530.411679 + Penalty 6076.001688 = -37253454.409992
  nChanged 100580
		SP:Iteration 1F (69924.750000 sec): 3 clusters
  Score: Raw -37318644.381263 + Penalty 6076.001688 = -37312568.379575
  nChanged 5156
		SP:Iteration 2Q (69926.940000 sec): 3 clusters
  Score: Raw -37319571.973625 + Penalty 6076.001688 = -37313495.971937
  nChanged 5519
		SP:Iteration 3Q (69929.090000 sec): 3 clusters
  Score: Raw -37320682.651288 + Penalty 6076.001688 = -37314606.649600
  nChanged 6062
		SP:Iteration 4Q (69931.290000 sec): 3 clusters
  Score: Raw -37322094.850790 + Penalty 6076.001688 = -37316018.849102
  nChanged 6825
		SP:Iteration 5Q (69933.440000 sec): 3 clusters
  Score: Raw -37324039.832593 + Penalty 6076.001688 = -37317963.830905
  nChanged 8242
		SP:Iteration 6Q (69935.600000 sec): 3 clusters
  Score: Raw -37326910.375394 + Penalty 6076.001688 = -37320834.373706
  nChanged 9917
		SP:Iteration 7Q (69937.780000 sec): 3 clusters
  Score: Raw -37331166.587726 + Penalty 6076.001688 = -37325090.586038
  nChanged 11510
		SP:Iteration 8F (69939.860000 sec): 3 clusters
  Score: Raw -37337008.794263 + Penalty 6076.001688 = -37330932.792576
  nChanged 12493
		SP:Iteration 9F (69941.960000 sec): 3 clusters
  Score: Raw -37344336.790574 + Penalty 6076.001688 = -37338260.788886
  nChanged 12855
		SP:Iteration 10F (69944.060000 sec): 3 clusters
  Score: Raw -37353021.678480 + Penalty 6076.001688 = -37346945.676792
  nChanged 12293
		SP:Iteration 11F (69946.120000 sec): 3 clusters
  Score: Raw -37362281.407210 + Penalty 6076.001688 = -37356205.405523
  nChanged 10555
		SP:Iteration 12F (69948.200000 sec): 3 clusters
  Score: Raw -37370688.780965 + Penalty 6076.001688 = -37364612.779277
  nChanged 8404
		SP:Iteration 13Q (69950.310000 sec): 3 clusters
  Score: Raw -37377435.997470 + Penalty 6076.001688 = -37371359.995782
  nChanged 6459
		SP:Iteration 14Q (69952.150000 sec): 3 clusters
  Score: Raw -37382439.281605 + Penalty 6076.001688 = -37376363.279918
  nChanged 5029
		SP:Iteration 15Q (69953.980000 sec): 3 clusters
  Score: Raw -37386256.673668 + Penalty 6076.001688 = -37380180.671980
  nChanged 3977
		SP:Iteration 16Q (69955.770000 sec): 3 clusters
  Score: Raw -37389218.366294 + Penalty 6076.001688 = -37383142.364606
  nChanged 3123
		SP:Iteration 17Q (69957.560000 sec): 3 clusters
  Score: Raw -37391502.929118 + Penalty 6076.001688 = -37385426.927431
  nChanged 2373
		SP:Iteration 18Q (69959.350000 sec): 3 clusters
  Score: Raw -37393234.258274 + Penalty 6076.001688 = -37387158.256587
  nChanged 1818
		SP:Iteration 19Q (69961.050000 sec): 3 clusters
  Score: Raw -37394545.396991 + Penalty 6076.001688 = -37388469.395304
  nChanged 1365
		SP:Iteration 20F (69963.050000 sec): 3 clusters
  Score: Raw -37395543.878905 + Penalty 6076.001688 = -37389467.877217
  nChanged 993
		SP:Iteration 21Q (69964.770000 sec): 3 clusters
  Score: Raw -37396289.341261 + Penalty 6076.001688 = -37390213.339573
  nChanged 637
		SP:Iteration 22Q (69966.420000 sec): 3 clusters
  Score: Raw -37396752.087058 + Penalty 6076.001688 = -37390676.085370
  nChanged 387
		SP:Iteration 23Q (69968.130000 sec): 3 clusters
  Score: Raw -37397052.233824 + Penalty 6076.001688 = -37390976.232137
  nChanged 232
		SP:Iteration 24Q (69969.660000 sec): 3 clusters
  Score: Raw -37397228.833774 + Penalty 6076.001688 = -37391152.832087
  nChanged 128
		SP:Iteration 25Q (69971.360000 sec): 3 clusters
  Score: Raw -37397328.414952 + Penalty 6076.001688 = -37391252.413265
  nChanged 81
		SP:Iteration 26Q (69973.020000 sec): 3 clusters
  Score: Raw -37397388.536075 + Penalty 6076.001688 = -37391312.534387
  nChanged 62
		SP:Iteration 27Q (69974.690000 sec): 3 clusters
  Score: Raw -37397427.117830 + Penalty 6076.001688 = -37391351.116143
  nChanged 35
		SP:Iteration 28Q (69976.340000 sec): 3 clusters
  Score: Raw -37397454.113101 + Penalty 6076.001688 = -37391378.111413
  nChanged 31
		SP:Iteration 29Q (69977.920000 sec): 3 clusters
  Score: Raw -37397478.334787 + Penalty 6076.001688 = -37391402.333099
  nChanged 29
		SP:Iteration 30Q (69979.470000 sec): 3 clusters
  Score: Raw -37397502.187748 + Penalty 6076.001688 = -37391426.186060
  nChanged 24
		SP:Iteration 31Q (69981.110000 sec): 3 clusters
  Score: Raw -37397523.155012 + Penalty 6076.001688 = -37391447.153324
  nChanged 15
		SP:Iteration 32Q (69982.780000 sec): 3 clusters
  Score: Raw -37397534.153723 + Penalty 6076.001688 = -37391458.152036
  nChanged 11
		SP:Iteration 33Q (69984.500000 sec): 3 clusters
  Score: Raw -37397543.347471 + Penalty 6076.001688 = -37391467.345783
  nChanged 8
		SP:Iteration 34Q (69986.170000 sec): 3 clusters
  Score: Raw -37397548.462751 + Penalty 6076.001688 = -37391472.461063
  nChanged 5
		SP:Iteration 35Q (69987.840000 sec): 3 clusters
  Score: Raw -37397551.599886 + Penalty 6076.001688 = -37391475.598198
  nChanged 2
		SP:Iteration 36Q (69989.500000 sec): 3 clusters
  Score: Raw -37397552.610020 + Penalty 6076.001688 = -37391476.608332
  nChanged 2
		SP:Iteration 37Q (69991.080000 sec): 3 clusters
  Score: Raw -37397553.834214 + Penalty 6076.001688 = -37391477.832526
  nChanged 3
		SP:Iteration 38Q (69992.770000 sec): 3 clusters
  Score: Raw -37397555.674543 + Penalty 6076.001688 = -37391479.672855
  nChanged 1
		SP:Iteration 39Q (69994.410000 sec): 3 clusters
  Score: Raw -37397556.414910 + Penalty 6076.001688 = -37391480.413223
  nChanged 2
		SP:Iteration 40F (69996.460000 sec): 3 clusters
  Score: Raw -37397557.809570 + Penalty 6076.001688 = -37391481.807882
  nChanged 3
		SP:Iteration 41Q (69998.160000 sec): 3 clusters
  Score: Raw -37397560.768265 + Penalty 6076.001688 = -37391484.766578
  nChanged 2
		SP:Iteration 42Q (69999.830000 sec): 3 clusters
  Score: Raw -37397562.718302 + Penalty 6076.001688 = -37391486.716614
  nChanged 2
		SP:Iteration 43Q (70001.520000 sec): 3 clusters
  Score: Raw -37397563.850781 + Penalty 6076.001688 = -37391487.849094
  nChanged 3
		SP:Iteration 44Q (70003.180000 sec): 3 clusters
  Score: Raw -37397566.066846 + Penalty 6076.001688 = -37391490.065158
  nChanged 2
		SP:Iteration 45Q (70004.850000 sec): 3 clusters
  Score: Raw -37397567.728822 + Penalty 6076.001688 = -37391491.727134
  nChanged 1
		SP:Iteration 46Q (70006.520000 sec): 3 clusters
  Score: Raw -37397569.010331 + Penalty 6076.001688 = -37391493.008643
  nChanged 1
		SP:Iteration 47Q (70008.120000 sec): 3 clusters
  Score: Raw -37397569.381535 + Penalty 6076.001688 = -37391493.379847
  nChanged 0
		SP:Iteration 48F (70010.100000 sec): 3 clusters
  Score: Raw -37397569.381535 + Penalty 6076.001688 = -37391493.379847
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 26 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70010.200000 sec): 2 clusters
  Score: Raw -36807.423277 + Penalty 1343.192900 = -35464.230377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70010.380000 sec): 3 clusters
  Score: Raw -37128.077161 + Penalty 2686.385799 = -34441.691362
  nChanged 28
		SP:Iteration 1F (70010.560000 sec): 3 clusters
  Score: Raw -37200.159031 + Penalty 2686.385799 = -34513.773231
  nChanged 4
		SP:Iteration 2Q (70010.730000 sec): 3 clusters
  Score: Raw -37212.687765 + Penalty 2686.385799 = -34526.301966
  nChanged 4
		SP:Iteration 3Q (70010.910000 sec): 3 clusters
  Score: Raw -37232.171363 + Penalty 2686.385799 = -34545.785563
  nChanged 1
		SP:Iteration 4Q (70011.090000 sec): 3 clusters
  Score: Raw -37233.193689 + Penalty 2686.385799 = -34546.807890
  nChanged 0
		SP:Iteration 5F (70011.260000 sec): 3 clusters
  Score: Raw -37233.193689 + Penalty 2686.385799 = -34546.807890
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 27 (654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70011.350000 sec): 2 clusters
  Score: Raw -108417.709218 + Penalty 1607.810623 = -106809.898595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70011.530000 sec): 3 clusters
  Score: Raw -108338.565142 + Penalty 3215.621246 = -105122.943896
  nChanged 135
		SP:Iteration 1F (70011.700000 sec): 3 clusters
  Score: Raw -108551.296694 + Penalty 3215.621246 = -105335.675448
  nChanged 33
		SP:Iteration 2F (70011.880000 sec): 3 clusters
  Score: Raw -108623.938286 + Penalty 3215.621246 = -105408.317040
  nChanged 24
		SP:Iteration 3Q (70012.050000 sec): 3 clusters
  Score: Raw -108669.780269 + Penalty 3215.621246 = -105454.159023
  nChanged 13
		SP:Iteration 4Q (70012.230000 sec): 3 clusters
  Score: Raw -108702.362970 + Penalty 3215.621246 = -105486.741724
  nChanged 9
		SP:Iteration 5Q (70012.410000 sec): 3 clusters
  Score: Raw -108721.296256 + Penalty 3215.621246 = -105505.675010
  nChanged 4
		SP:Iteration 6Q (70012.580000 sec): 3 clusters
  Score: Raw -108726.352806 + Penalty 3215.621246 = -105510.731560
  nChanged 2
		SP:Iteration 7Q (70012.760000 sec): 3 clusters
  Score: Raw -108729.568657 + Penalty 3215.621246 = -105513.947411
  nChanged 2
		SP:Iteration 8Q (70012.930000 sec): 3 clusters
  Score: Raw -108732.379100 + Penalty 3215.621246 = -105516.757853
  nChanged 1
		SP:Iteration 9Q (70013.110000 sec): 3 clusters
  Score: Raw -108732.775113 + Penalty 3215.621246 = -105517.153866
  nChanged 0
		SP:Iteration 10F (70013.290000 sec): 3 clusters
  Score: Raw -108732.775113 + Penalty 3215.621246 = -105517.153866
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 28 (354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70013.370000 sec): 2 clusters
  Score: Raw -51373.311557 + Penalty 1455.585634 = -49917.725922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70013.550000 sec): 3 clusters
  Score: Raw -51496.901092 + Penalty 2911.171269 = -48585.729823
  nChanged 56
		SP:Iteration 1F (70013.730000 sec): 3 clusters
  Score: Raw -51752.958083 + Penalty 2911.171269 = -48841.786814
  nChanged 23
		SP:Iteration 2F (70013.900000 sec): 3 clusters
  Score: Raw -51840.279864 + Penalty 2911.171269 = -48929.108595
  nChanged 5
		SP:Iteration 3Q (70014.080000 sec): 3 clusters
  Score: Raw -51861.935179 + Penalty 2911.171269 = -48950.763910
  nChanged 4
		SP:Iteration 4Q (70014.250000 sec): 3 clusters
  Score: Raw -51877.884189 + Penalty 2911.171269 = -48966.712920
  nChanged 3
		SP:Iteration 5Q (70014.430000 sec): 3 clusters
  Score: Raw -51893.665998 + Penalty 2911.171269 = -48982.494729
  nChanged 7
		SP:Iteration 6Q (70014.600000 sec): 3 clusters
  Score: Raw -51934.505872 + Penalty 2911.171269 = -49023.334603
  nChanged 9
		SP:Iteration 7Q (70014.780000 sec): 3 clusters
  Score: Raw -51971.800168 + Penalty 2911.171269 = -49060.628899
  nChanged 5
		SP:Iteration 8Q (70014.950000 sec): 3 clusters
  Score: Raw -51991.599560 + Penalty 2911.171269 = -49080.428291
  nChanged 3
		SP:Iteration 9Q (70015.130000 sec): 3 clusters
  Score: Raw -52002.195562 + Penalty 2911.171269 = -49091.024293
  nChanged 3
		SP:Iteration 10Q (70015.290000 sec): 3 clusters
  Score: Raw -52012.454199 + Penalty 2911.171269 = -49101.282930
  nChanged 2
		SP:Iteration 11Q (70015.510000 sec): 3 clusters
  Score: Raw -52024.377192 + Penalty 2911.171269 = -49113.205923
  nChanged 2
		SP:Iteration 12Q (70015.680000 sec): 3 clusters
  Score: Raw -52029.711875 + Penalty 2911.171269 = -49118.540606
  nChanged 0
		SP:Iteration 13F (70015.860000 sec): 3 clusters
  Score: Raw -52029.711875 + Penalty 2911.171269 = -49118.540606
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 29 (264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70015.910000 sec): 2 clusters
  Score: Raw -38421.851845 + Penalty 1382.835378 = -37039.016467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70015.930000 sec): 3 clusters
  Score: Raw -38624.874969 + Penalty 2765.670755 = -35859.204214
  nChanged 32
		SP:Iteration 1F (70015.930000 sec): 3 clusters
  Score: Raw -38764.560435 + Penalty 2765.670755 = -35998.889680
  nChanged 10
		SP:Iteration 2Q (70015.940000 sec): 3 clusters
  Score: Raw -38815.283099 + Penalty 2765.670755 = -36049.612344
  nChanged 4
		SP:Iteration 3Q (70015.950000 sec): 3 clusters
  Score: Raw -38838.231139 + Penalty 2765.670755 = -36072.560384
  nChanged 2
		SP:Iteration 4Q (70015.960000 sec): 3 clusters
  Score: Raw -38849.308888 + Penalty 2765.670755 = -36083.638133
  nChanged 0
		SP:Iteration 5F (70015.970000 sec): 3 clusters
  Score: Raw -38849.308888 + Penalty 2765.670755 = -36083.638133
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 30 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70015.990000 sec): 2 clusters
  Score: Raw -85433.158013 + Penalty 1563.049506 = -83870.108507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70016.020000 sec): 3 clusters
  Score: Raw -85436.580232 + Penalty 3126.099012 = -82310.481220
  nChanged 107
		SP:Iteration 1F (70016.040000 sec): 3 clusters
  Score: Raw -85644.459811 + Penalty 3126.099012 = -82518.360799
  nChanged 27
		SP:Iteration 2Q (70016.060000 sec): 3 clusters
  Score: Raw -85696.405072 + Penalty 3126.099012 = -82570.306060
  nChanged 12
		SP:Iteration 3Q (70016.090000 sec): 3 clusters
  Score: Raw -85722.515635 + Penalty 3126.099012 = -82596.416624
  nChanged 8
		SP:Iteration 4Q (70016.110000 sec): 3 clusters
  Score: Raw -85735.299181 + Penalty 3126.099012 = -82609.200169
  nChanged 3
		SP:Iteration 5Q (70016.130000 sec): 3 clusters
  Score: Raw -85739.177943 + Penalty 3126.099012 = -82613.078931
  nChanged 1
		SP:Iteration 6Q (70016.150000 sec): 3 clusters
  Score: Raw -85741.507726 + Penalty 3126.099012 = -82615.408714
  nChanged 0
		SP:Iteration 7F (70016.180000 sec): 3 clusters
  Score: Raw -85741.507726 + Penalty 3126.099012 = -82615.408714
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 31 (157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70016.200000 sec): 2 clusters
  Score: Raw -13318.816461 + Penalty 1253.948960 = -12064.867501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70016.210000 sec): 3 clusters
  Score: Raw -13722.162381 + Penalty 2507.897919 = -11214.264462
  nChanged 12
		SP:Iteration 1F (70016.220000 sec): 3 clusters
  Score: Raw -13782.860540 + Penalty 2507.897919 = -11274.962620
  nChanged 3
		SP:Iteration 2Q (70016.230000 sec): 3 clusters
  Score: Raw -13802.194710 + Penalty 2507.897919 = -11294.296790
  nChanged 0
		SP:Iteration 3F (70016.230000 sec): 3 clusters
  Score: Raw -13802.194710 + Penalty 2507.897919 = -11294.296790
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 32 (1117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70016.280000 sec): 2 clusters
  Score: Raw -209996.890790 + Penalty 1740.563646 = -208256.327144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70016.310000 sec): 3 clusters
  Score: Raw -209702.131776 + Penalty 3481.127292 = -206221.004483
  nChanged 305
		SP:Iteration 1F (70016.340000 sec): 3 clusters
  Score: Raw -210024.649235 + Penalty 3481.127292 = -206543.521943
  nChanged 89
		SP:Iteration 2F (70016.370000 sec): 3 clusters
  Score: Raw -210169.783881 + Penalty 3481.127292 = -206688.656589
  nChanged 59
		SP:Iteration 3F (70016.410000 sec): 3 clusters
  Score: Raw -210250.569970 + Penalty 3481.127292 = -206769.442677
  nChanged 44
		SP:Iteration 4Q (70016.440000 sec): 3 clusters
  Score: Raw -210310.561932 + Penalty 3481.127292 = -206829.434639
  nChanged 31
		SP:Iteration 5Q (70016.470000 sec): 3 clusters
  Score: Raw -210349.817825 + Penalty 3481.127292 = -206868.690533
  nChanged 22
		SP:Iteration 6Q (70016.500000 sec): 3 clusters
  Score: Raw -210372.360930 + Penalty 3481.127292 = -206891.233637
  nChanged 15
		SP:Iteration 7Q (70016.550000 sec): 3 clusters
  Score: Raw -210390.240880 + Penalty 3481.127292 = -206909.113587
  nChanged 14
		SP:Iteration 8Q (70016.590000 sec): 3 clusters
  Score: Raw -210409.936739 + Penalty 3481.127292 = -206928.809447
  nChanged 13
		SP:Iteration 9Q (70016.620000 sec): 3 clusters
  Score: Raw -210428.837086 + Penalty 3481.127292 = -206947.709793
  nChanged 11
		SP:Iteration 10Q (70016.650000 sec): 3 clusters
  Score: Raw -210451.306487 + Penalty 3481.127292 = -206970.179195
  nChanged 10
		SP:Iteration 11Q (70016.680000 sec): 3 clusters
  Score: Raw -210468.672044 + Penalty 3481.127292 = -206987.544752
  nChanged 9
		SP:Iteration 12Q (70016.710000 sec): 3 clusters
  Score: Raw -210481.608139 + Penalty 3481.127292 = -207000.480847
  nChanged 7
		SP:Iteration 13Q (70016.750000 sec): 3 clusters
  Score: Raw -210492.294012 + Penalty 3481.127292 = -207011.166719
  nChanged 5
		SP:Iteration 14Q (70016.780000 sec): 3 clusters
  Score: Raw -210518.039297 + Penalty 3481.127292 = -207036.912005
  nChanged 16
		SP:Iteration 15Q (70016.810000 sec): 3 clusters
  Score: Raw -210547.605170 + Penalty 3481.127292 = -207066.477878
  nChanged 18
		SP:Iteration 16Q (70016.840000 sec): 3 clusters
  Score: Raw -210571.082300 + Penalty 3481.127292 = -207089.955007
  nChanged 9
		SP:Iteration 17Q (70016.870000 sec): 3 clusters
  Score: Raw -210581.474454 + Penalty 3481.127292 = -207100.347161
  nChanged 7
		SP:Iteration 18Q (70016.910000 sec): 3 clusters
  Score: Raw -210591.688666 + Penalty 3481.127292 = -207110.561373
  nChanged 5
		SP:Iteration 19Q (70016.940000 sec): 3 clusters
  Score: Raw -210596.965305 + Penalty 3481.127292 = -207115.838013
  nChanged 1
		SP:Iteration 20F (70016.970000 sec): 3 clusters
  Score: Raw -210598.839578 + Penalty 3481.127292 = -207117.712286
  nChanged 1
		SP:Iteration 21Q (70017.000000 sec): 3 clusters
  Score: Raw -210601.777340 + Penalty 3481.127292 = -207120.650047
  nChanged 0
		SP:Iteration 22F (70017.030000 sec): 3 clusters
  Score: Raw -210601.777340 + Penalty 3481.127292 = -207120.650047
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 33 (99504 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70017.670000 sec): 2 clusters
  Score: Raw -19069554.348337 + Penalty 2853.972375 = -19066700.375962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70018.730000 sec): 3 clusters
  Score: Raw -19005975.596452 + Penalty 5707.944749 = -19000267.651703
  nChanged 47038
		SP:Iteration 1F (70019.760000 sec): 3 clusters
  Score: Raw -19032629.762501 + Penalty 5707.944749 = -19026921.817751
  nChanged 3183
		SP:Iteration 2Q (70020.830000 sec): 3 clusters
  Score: Raw -19033468.354790 + Penalty 5707.944749 = -19027760.410041
  nChanged 3230
		SP:Iteration 3Q (70021.860000 sec): 3 clusters
  Score: Raw -19034446.472321 + Penalty 5707.944749 = -19028738.527572
  nChanged 3501
		SP:Iteration 4Q (70022.890000 sec): 3 clusters
  Score: Raw -19035660.815711 + Penalty 5707.944749 = -19029952.870962
  nChanged 3899
		SP:Iteration 5Q (70023.930000 sec): 3 clusters
  Score: Raw -19037359.508067 + Penalty 5707.944749 = -19031651.563318
  nChanged 4577
		SP:Iteration 6Q (70024.960000 sec): 3 clusters
  Score: Raw -19039870.475160 + Penalty 5707.944749 = -19034162.530411
  nChanged 5558
		SP:Iteration 7F (70025.960000 sec): 3 clusters
  Score: Raw -19043688.591751 + Penalty 5707.944749 = -19037980.647002
  nChanged 6520
		SP:Iteration 8F (70027.010000 sec): 3 clusters
  Score: Raw -19049003.466949 + Penalty 5707.944749 = -19043295.522200
  nChanged 6640
		SP:Iteration 9F (70028.050000 sec): 3 clusters
  Score: Raw -19054917.107925 + Penalty 5707.944749 = -19049209.163176
  nChanged 5782
		SP:Iteration 10F (70029.110000 sec): 3 clusters
  Score: Raw -19060035.816497 + Penalty 5707.944749 = -19054327.871748
  nChanged 4421
		SP:Iteration 11Q (70030.000000 sec): 3 clusters
  Score: Raw -19063723.346418 + Penalty 5707.944749 = -19058015.401669
  nChanged 3119
		SP:Iteration 12Q (70030.860000 sec): 3 clusters
  Score: Raw -19066136.704209 + Penalty 5707.944749 = -19060428.759460
  nChanged 2071
		SP:Iteration 13Q (70031.730000 sec): 3 clusters
  Score: Raw -19067622.202266 + Penalty 5707.944749 = -19061914.257517
  nChanged 1368
		SP:Iteration 14Q (70032.630000 sec): 3 clusters
  Score: Raw -19068548.738764 + Penalty 5707.944749 = -19062840.794015
  nChanged 880
		SP:Iteration 15Q (70033.530000 sec): 3 clusters
  Score: Raw -19069128.351703 + Penalty 5707.944749 = -19063420.406953
  nChanged 580
		SP:Iteration 16Q (70034.390000 sec): 3 clusters
  Score: Raw -19069495.978006 + Penalty 5707.944749 = -19063788.033257
  nChanged 393
		SP:Iteration 17Q (70035.250000 sec): 3 clusters
  Score: Raw -19069729.049669 + Penalty 5707.944749 = -19064021.104919
  nChanged 267
		SP:Iteration 18Q (70036.160000 sec): 3 clusters
  Score: Raw -19069869.141131 + Penalty 5707.944749 = -19064161.196382
  nChanged 186
		SP:Iteration 19Q (70037.040000 sec): 3 clusters
  Score: Raw -19069959.924158 + Penalty 5707.944749 = -19064251.979408
  nChanged 136
		SP:Iteration 20F (70038.020000 sec): 3 clusters
  Score: Raw -19070023.102603 + Penalty 5707.944749 = -19064315.157854
  nChanged 106
		SP:Iteration 21Q (70038.880000 sec): 3 clusters
  Score: Raw -19070072.100260 + Penalty 5707.944749 = -19064364.155511
  nChanged 87
		SP:Iteration 22Q (70039.780000 sec): 3 clusters
  Score: Raw -19070113.375392 + Penalty 5707.944749 = -19064405.430643
  nChanged 79
		SP:Iteration 23Q (70040.640000 sec): 3 clusters
  Score: Raw -19070146.839275 + Penalty 5707.944749 = -19064438.894526
  nChanged 53
		SP:Iteration 24Q (70041.510000 sec): 3 clusters
  Score: Raw -19070169.100838 + Penalty 5707.944749 = -19064461.156089
  nChanged 41
		SP:Iteration 25Q (70042.420000 sec): 3 clusters
  Score: Raw -19070185.951373 + Penalty 5707.944749 = -19064478.006624
  nChanged 41
		SP:Iteration 26Q (70043.320000 sec): 3 clusters
  Score: Raw -19070199.544443 + Penalty 5707.944749 = -19064491.599694
  nChanged 26
		SP:Iteration 27Q (70044.180000 sec): 3 clusters
  Score: Raw -19070210.574135 + Penalty 5707.944749 = -19064502.629386
  nChanged 26
		SP:Iteration 28Q (70045.000000 sec): 3 clusters
  Score: Raw -19070220.537061 + Penalty 5707.944749 = -19064512.592312
  nChanged 26
		SP:Iteration 29Q (70045.790000 sec): 3 clusters
  Score: Raw -19070229.890808 + Penalty 5707.944749 = -19064521.946059
  nChanged 23
		SP:Iteration 30Q (70046.660000 sec): 3 clusters
  Score: Raw -19070238.192370 + Penalty 5707.944749 = -19064530.247621
  nChanged 18
		SP:Iteration 31Q (70047.560000 sec): 3 clusters
  Score: Raw -19070244.496369 + Penalty 5707.944749 = -19064536.551620
  nChanged 20
		SP:Iteration 32Q (70048.410000 sec): 3 clusters
  Score: Raw -19070250.808731 + Penalty 5707.944749 = -19064542.863982
  nChanged 12
		SP:Iteration 33Q (70049.240000 sec): 3 clusters
  Score: Raw -19070254.600133 + Penalty 5707.944749 = -19064546.655384
  nChanged 13
		SP:Iteration 34Q (70050.100000 sec): 3 clusters
  Score: Raw -19070258.776566 + Penalty 5707.944749 = -19064550.831817
  nChanged 13
		SP:Iteration 35Q (70050.900000 sec): 3 clusters
  Score: Raw -19070264.532155 + Penalty 5707.944749 = -19064556.587406
  nChanged 15
		SP:Iteration 36Q (70051.790000 sec): 3 clusters
  Score: Raw -19070270.894295 + Penalty 5707.944749 = -19064562.949545
  nChanged 13
		SP:Iteration 37Q (70052.640000 sec): 3 clusters
  Score: Raw -19070274.867702 + Penalty 5707.944749 = -19064566.922953
  nChanged 10
		SP:Iteration 38Q (70053.520000 sec): 3 clusters
  Score: Raw -19070279.536754 + Penalty 5707.944749 = -19064571.592005
  nChanged 7
		SP:Iteration 39Q (70054.370000 sec): 3 clusters
  Score: Raw -19070282.211827 + Penalty 5707.944749 = -19064574.267078
  nChanged 5
		SP:Iteration 40F (70055.330000 sec): 3 clusters
  Score: Raw -19070284.543894 + Penalty 5707.944749 = -19064576.599145
  nChanged 2
		SP:Iteration 41Q (70056.230000 sec): 3 clusters
  Score: Raw -19070285.136428 + Penalty 5707.944749 = -19064577.191678
  nChanged 2
		SP:Iteration 42Q (70057.090000 sec): 3 clusters
  Score: Raw -19070285.699888 + Penalty 5707.944749 = -19064577.755138
  nChanged 1
		SP:Iteration 43Q (70058.000000 sec): 3 clusters
  Score: Raw -19070286.355364 + Penalty 5707.944749 = -19064578.410615
  nChanged 4
		SP:Iteration 44Q (70058.900000 sec): 3 clusters
  Score: Raw -19070287.462551 + Penalty 5707.944749 = -19064579.517802
  nChanged 3
		SP:Iteration 45Q (70059.810000 sec): 3 clusters
  Score: Raw -19070288.456086 + Penalty 5707.944749 = -19064580.511337
  nChanged 4
		SP:Iteration 46Q (70060.710000 sec): 3 clusters
  Score: Raw -19070290.807981 + Penalty 5707.944749 = -19064582.863232
  nChanged 4
		SP:Iteration 47Q (70061.570000 sec): 3 clusters
  Score: Raw -19070292.767174 + Penalty 5707.944749 = -19064584.822425
  nChanged 1
		SP:Iteration 48Q (70062.470000 sec): 3 clusters
  Score: Raw -19070293.071225 + Penalty 5707.944749 = -19064585.126476
  nChanged 0
		SP:Iteration 49F (70063.340000 sec): 3 clusters
  Score: Raw -19070293.071225 + Penalty 5707.944749 = -19064585.126476
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 34 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70063.440000 sec): 2 clusters
  Score: Raw -65153.944693 + Penalty 1477.047668 = -63676.897026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70063.630000 sec): 3 clusters
  Score: Raw -65216.032488 + Penalty 2954.095335 = -62261.937153
  nChanged 50
		SP:Iteration 1F (70063.790000 sec): 3 clusters
  Score: Raw -65340.516769 + Penalty 2954.095335 = -62386.421434
  nChanged 16
		SP:Iteration 2Q (70063.950000 sec): 3 clusters
  Score: Raw -65380.816110 + Penalty 2954.095335 = -62426.720775
  nChanged 10
		SP:Iteration 3Q (70064.110000 sec): 3 clusters
  Score: Raw -65415.822240 + Penalty 2954.095335 = -62461.726905
  nChanged 1
		SP:Iteration 4Q (70064.270000 sec): 3 clusters
  Score: Raw -65419.185664 + Penalty 2954.095335 = -62465.090329
  nChanged 1
		SP:Iteration 5Q (70064.440000 sec): 3 clusters
  Score: Raw -65422.150908 + Penalty 2954.095335 = -62468.055573
  nChanged 1
		SP:Iteration 6Q (70064.620000 sec): 3 clusters
  Score: Raw -65424.157742 + Penalty 2954.095335 = -62470.062406
  nChanged 0
		SP:Iteration 7F (70064.790000 sec): 3 clusters
  Score: Raw -65424.157742 + Penalty 2954.095335 = -62470.062406
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 35 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70064.880000 sec): 2 clusters
  Score: Raw -217707.472500 + Penalty 1764.865748 = -215942.606752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70065.060000 sec): 3 clusters
  Score: Raw -217350.925641 + Penalty 3529.731495 = -213821.194146
  nChanged 334
		SP:Iteration 1F (70065.230000 sec): 3 clusters
  Score: Raw -217687.500941 + Penalty 3529.731495 = -214157.769445
  nChanged 85
		SP:Iteration 2F (70065.410000 sec): 3 clusters
  Score: Raw -217789.430455 + Penalty 3529.731495 = -214259.698960
  nChanged 30
		SP:Iteration 3Q (70065.590000 sec): 3 clusters
  Score: Raw -217823.630613 + Penalty 3529.731495 = -214293.899117
  nChanged 25
		SP:Iteration 4Q (70065.760000 sec): 3 clusters
  Score: Raw -217853.722814 + Penalty 3529.731495 = -214323.991319
  nChanged 10
		SP:Iteration 5Q (70065.930000 sec): 3 clusters
  Score: Raw -217863.328485 + Penalty 3529.731495 = -214333.596989
  nChanged 8
		SP:Iteration 6Q (70066.110000 sec): 3 clusters
  Score: Raw -217869.900913 + Penalty 3529.731495 = -214340.169417
  nChanged 6
		SP:Iteration 7Q (70066.290000 sec): 3 clusters
  Score: Raw -217874.874755 + Penalty 3529.731495 = -214345.143260
  nChanged 6
		SP:Iteration 8Q (70066.460000 sec): 3 clusters
  Score: Raw -217882.948797 + Penalty 3529.731495 = -214353.217301
  nChanged 9
		SP:Iteration 9Q (70066.640000 sec): 3 clusters
  Score: Raw -217890.487889 + Penalty 3529.731495 = -214360.756393
  nChanged 2
		SP:Iteration 10Q (70066.810000 sec): 3 clusters
  Score: Raw -217893.027313 + Penalty 3529.731495 = -214363.295818
  nChanged 5
		SP:Iteration 11Q (70066.990000 sec): 3 clusters
  Score: Raw -217897.384321 + Penalty 3529.731495 = -214367.652825
  nChanged 3
		SP:Iteration 12Q (70067.170000 sec): 3 clusters
  Score: Raw -217900.408308 + Penalty 3529.731495 = -214370.676812
  nChanged 2
		SP:Iteration 13Q (70067.340000 sec): 3 clusters
  Score: Raw -217902.286926 + Penalty 3529.731495 = -214372.555431
  nChanged 4
		SP:Iteration 14Q (70067.520000 sec): 3 clusters
  Score: Raw -217904.994963 + Penalty 3529.731495 = -214375.263467
  nChanged 0
		SP:Iteration 15F (70067.690000 sec): 3 clusters
  Score: Raw -217904.994963 + Penalty 3529.731495 = -214375.263467
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 36 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70067.780000 sec): 2 clusters
  Score: Raw -16591.114353 + Penalty 1201.358397 = -15389.755955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70067.960000 sec): 3 clusters
  Score: Raw -16956.718665 + Penalty 2402.716795 = -14554.001870
  nChanged 6
		SP:Iteration 1Q (70068.130000 sec): 3 clusters
  Score: Raw -16992.361052 + Penalty 2402.716795 = -14589.644257
  nChanged 2
		SP:Iteration 2Q (70068.310000 sec): 3 clusters
  Score: Raw -17004.995230 + Penalty 2402.716795 = -14602.278435
  nChanged 1
		SP:Iteration 3Q (70068.490000 sec): 3 clusters
  Score: Raw -17006.767300 + Penalty 2402.716795 = -14604.050505
  nChanged 0
		SP:Iteration 4F (70068.660000 sec): 3 clusters
  Score: Raw -17006.767300 + Penalty 2402.716795 = -14604.050505
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 37 (17034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70068.860000 sec): 2 clusters
  Score: Raw -2916821.495862 + Penalty 2416.255723 = -2914405.240139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70069.190000 sec): 3 clusters
  Score: Raw -2907138.023361 + Penalty 4832.511446 = -2902305.511915
  nChanged 7356
		SP:Iteration 1F (70069.530000 sec): 3 clusters
  Score: Raw -2911040.843520 + Penalty 4832.511446 = -2906208.332074
  nChanged 941
		SP:Iteration 2F (70069.870000 sec): 3 clusters
  Score: Raw -2911435.581737 + Penalty 4832.511446 = -2906603.070291
  nChanged 869
		SP:Iteration 3F (70070.210000 sec): 3 clusters
  Score: Raw -2911825.942597 + Penalty 4832.511446 = -2906993.431151
  nChanged 812
		SP:Iteration 4Q (70070.590000 sec): 3 clusters
  Score: Raw -2912190.732610 + Penalty 4832.511446 = -2907358.221164
  nChanged 841
		SP:Iteration 5Q (70070.920000 sec): 3 clusters
  Score: Raw -2912594.555047 + Penalty 4832.511446 = -2907762.043600
  nChanged 851
		SP:Iteration 6Q (70071.250000 sec): 3 clusters
  Score: Raw -2913044.414515 + Penalty 4832.511446 = -2908211.903069
  nChanged 884
		SP:Iteration 7F (70071.590000 sec): 3 clusters
  Score: Raw -2913565.812623 + Penalty 4832.511446 = -2908733.301177
  nChanged 921
		SP:Iteration 8F (70071.950000 sec): 3 clusters
  Score: Raw -2914191.443935 + Penalty 4832.511446 = -2909358.932489
  nChanged 953
		SP:Iteration 9F (70072.180000 sec): 3 clusters
  Score: Raw -2914933.093478 + Penalty 4832.511446 = -2910100.582032
  nChanged 922
		SP:Iteration 10F (70072.530000 sec): 3 clusters
  Score: Raw -2915696.170585 + Penalty 4832.511446 = -2910863.659139
  nChanged 719
		SP:Iteration 11Q (70072.820000 sec): 3 clusters
  Score: Raw -2916266.182385 + Penalty 4832.511446 = -2911433.670939
  nChanged 493
		SP:Iteration 12Q (70073.160000 sec): 3 clusters
  Score: Raw -2916667.705739 + Penalty 4832.511446 = -2911835.194293
  nChanged 335
		SP:Iteration 13Q (70073.460000 sec): 3 clusters
  Score: Raw -2916949.327780 + Penalty 4832.511446 = -2912116.816333
  nChanged 198
		SP:Iteration 14Q (70073.800000 sec): 3 clusters
  Score: Raw -2917139.940076 + Penalty 4832.511446 = -2912307.428630
  nChanged 137
		SP:Iteration 15Q (70074.100000 sec): 3 clusters
  Score: Raw -2917302.271961 + Penalty 4832.511446 = -2912469.760515
  nChanged 107
		SP:Iteration 16Q (70074.400000 sec): 3 clusters
  Score: Raw -2917417.009200 + Penalty 4832.511446 = -2912584.497754
  nChanged 68
		SP:Iteration 17Q (70074.700000 sec): 3 clusters
  Score: Raw -2917483.019318 + Penalty 4832.511446 = -2912650.507872
  nChanged 51
		SP:Iteration 18Q (70075.000000 sec): 3 clusters
  Score: Raw -2917523.682817 + Penalty 4832.511446 = -2912691.171371
  nChanged 44
		SP:Iteration 19Q (70075.290000 sec): 3 clusters
  Score: Raw -2917550.845678 + Penalty 4832.511446 = -2912718.334232
  nChanged 22
		SP:Iteration 20F (70075.630000 sec): 3 clusters
  Score: Raw -2917561.385748 + Penalty 4832.511446 = -2912728.874302
  nChanged 17
		SP:Iteration 21Q (70075.930000 sec): 3 clusters
  Score: Raw -2917571.007549 + Penalty 4832.511446 = -2912738.496103
  nChanged 14
		SP:Iteration 22Q (70076.230000 sec): 3 clusters
  Score: Raw -2917579.805484 + Penalty 4832.511446 = -2912747.294037
  nChanged 10
		SP:Iteration 23Q (70076.530000 sec): 3 clusters
  Score: Raw -2917586.656502 + Penalty 4832.511446 = -2912754.145056
  nChanged 11
		SP:Iteration 24Q (70076.820000 sec): 3 clusters
  Score: Raw -2917592.814204 + Penalty 4832.511446 = -2912760.302757
  nChanged 6
		SP:Iteration 25Q (70077.120000 sec): 3 clusters
  Score: Raw -2917595.363722 + Penalty 4832.511446 = -2912762.852275
  nChanged 4
		SP:Iteration 26Q (70077.420000 sec): 3 clusters
  Score: Raw -2917597.862729 + Penalty 4832.511446 = -2912765.351282
  nChanged 4
		SP:Iteration 27Q (70077.720000 sec): 3 clusters
  Score: Raw -2917599.268890 + Penalty 4832.511446 = -2912766.757443
  nChanged 1
		SP:Iteration 28Q (70078.020000 sec): 3 clusters
  Score: Raw -2917599.420074 + Penalty 4832.511446 = -2912766.908628
  nChanged 0
		SP:Iteration 29F (70078.320000 sec): 3 clusters
  Score: Raw -2917599.420074 + Penalty 4832.511446 = -2912766.908628
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 38 (21313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70078.550000 sec): 2 clusters
  Score: Raw -3735879.558505 + Penalty 2471.833979 = -3733407.724527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70078.920000 sec): 3 clusters
  Score: Raw -3723318.966640 + Penalty 4943.667957 = -3718375.298683
  nChanged 9501
		SP:Iteration 1F (70079.300000 sec): 3 clusters
  Score: Raw -3728475.416074 + Penalty 4943.667957 = -3723531.748117
  nChanged 1178
		SP:Iteration 2F (70079.680000 sec): 3 clusters
  Score: Raw -3728914.430944 + Penalty 4943.667957 = -3723970.762987
  nChanged 1073
		SP:Iteration 3F (70080.060000 sec): 3 clusters
  Score: Raw -3729381.158512 + Penalty 4943.667957 = -3724437.490555
  nChanged 1105
		SP:Iteration 4F (70080.430000 sec): 3 clusters
  Score: Raw -3729950.168363 + Penalty 4943.667957 = -3725006.500406
  nChanged 1155
		SP:Iteration 5F (70080.810000 sec): 3 clusters
  Score: Raw -3730606.702319 + Penalty 4943.667957 = -3725663.034362
  nChanged 1271
		SP:Iteration 6F (70081.190000 sec): 3 clusters
  Score: Raw -3731394.619788 + Penalty 4943.667957 = -3726450.951831
  nChanged 1226
		SP:Iteration 7F (70081.560000 sec): 3 clusters
  Score: Raw -3732168.005100 + Penalty 4943.667957 = -3727224.337143
  nChanged 1158
		SP:Iteration 8F (70081.940000 sec): 3 clusters
  Score: Raw -3732845.266826 + Penalty 4943.667957 = -3727901.598868
  nChanged 1010
		SP:Iteration 9Q (70082.320000 sec): 3 clusters
  Score: Raw -3733386.232007 + Penalty 4943.667957 = -3728442.564050
  nChanged 803
		SP:Iteration 10Q (70082.700000 sec): 3 clusters
  Score: Raw -3733795.001799 + Penalty 4943.667957 = -3728851.333842
  nChanged 657
		SP:Iteration 11Q (70083.070000 sec): 3 clusters
  Score: Raw -3734118.133751 + Penalty 4943.667957 = -3729174.465793
  nChanged 527
		SP:Iteration 12Q (70083.450000 sec): 3 clusters
  Score: Raw -3734348.111938 + Penalty 4943.667957 = -3729404.443981
  nChanged 434
		SP:Iteration 13Q (70083.830000 sec): 3 clusters
  Score: Raw -3734515.901528 + Penalty 4943.667957 = -3729572.233570
  nChanged 340
		SP:Iteration 14Q (70084.210000 sec): 3 clusters
  Score: Raw -3734643.973588 + Penalty 4943.667957 = -3729700.305631
  nChanged 284
		SP:Iteration 15Q (70084.590000 sec): 3 clusters
  Score: Raw -3734754.394322 + Penalty 4943.667957 = -3729810.726365
  nChanged 278
		SP:Iteration 16Q (70084.960000 sec): 3 clusters
  Score: Raw -3734851.952640 + Penalty 4943.667957 = -3729908.284683
  nChanged 249
		SP:Iteration 17Q (70085.320000 sec): 3 clusters
  Score: Raw -3734937.071390 + Penalty 4943.667957 = -3729993.403433
  nChanged 248
		SP:Iteration 18Q (70085.590000 sec): 3 clusters
  Score: Raw -3735032.865784 + Penalty 4943.667957 = -3730089.197827
  nChanged 251
		SP:Iteration 19Q (70085.990000 sec): 3 clusters
  Score: Raw -3735134.968744 + Penalty 4943.667957 = -3730191.300787
  nChanged 243
		SP:Iteration 20F (70086.370000 sec): 3 clusters
  Score: Raw -3735239.735736 + Penalty 4943.667957 = -3730296.067779
  nChanged 225
		SP:Iteration 21Q (70086.730000 sec): 3 clusters
  Score: Raw -3735346.351966 + Penalty 4943.667957 = -3730402.684009
  nChanged 222
		SP:Iteration 22Q (70087.090000 sec): 3 clusters
  Score: Raw -3735469.325662 + Penalty 4943.667957 = -3730525.657705
  nChanged 235
		SP:Iteration 23Q (70087.400000 sec): 3 clusters
  Score: Raw -3735632.596320 + Penalty 4943.667957 = -3730688.928363
  nChanged 219
		SP:Iteration 24Q (70087.810000 sec): 3 clusters
  Score: Raw -3735788.979436 + Penalty 4943.667957 = -3730845.311479
  nChanged 196
		SP:Iteration 25Q (70088.150000 sec): 3 clusters
  Score: Raw -3735945.808034 + Penalty 4943.667957 = -3731002.140077
  nChanged 172
		SP:Iteration 26Q (70088.540000 sec): 3 clusters
  Score: Raw -3736087.632068 + Penalty 4943.667957 = -3731143.964111
  nChanged 148
		SP:Iteration 27Q (70088.900000 sec): 3 clusters
  Score: Raw -3736199.296645 + Penalty 4943.667957 = -3731255.628688
  nChanged 128
		SP:Iteration 28Q (70089.300000 sec): 3 clusters
  Score: Raw -3736297.911249 + Penalty 4943.667957 = -3731354.243292
  nChanged 105
		SP:Iteration 29Q (70089.600000 sec): 3 clusters
  Score: Raw -3736373.769531 + Penalty 4943.667957 = -3731430.101574
  nChanged 82
		SP:Iteration 30Q (70089.940000 sec): 3 clusters
  Score: Raw -3736428.293575 + Penalty 4943.667957 = -3731484.625618
  nChanged 90
		SP:Iteration 31Q (70090.290000 sec): 3 clusters
  Score: Raw -3736483.893919 + Penalty 4943.667957 = -3731540.225962
  nChanged 73
		SP:Iteration 32Q (70090.630000 sec): 3 clusters
  Score: Raw -3736529.249367 + Penalty 4943.667957 = -3731585.581410
  nChanged 50
		SP:Iteration 33Q (70090.970000 sec): 3 clusters
  Score: Raw -3736551.415931 + Penalty 4943.667957 = -3731607.747974
  nChanged 42
		SP:Iteration 34Q (70091.300000 sec): 3 clusters
  Score: Raw -3736569.775068 + Penalty 4943.667957 = -3731626.107111
  nChanged 31
		SP:Iteration 35Q (70091.640000 sec): 3 clusters
  Score: Raw -3736581.887595 + Penalty 4943.667957 = -3731638.219638
  nChanged 30
		SP:Iteration 36Q (70091.980000 sec): 3 clusters
  Score: Raw -3736592.087877 + Penalty 4943.667957 = -3731648.419920
  nChanged 17
		SP:Iteration 37Q (70092.320000 sec): 3 clusters
  Score: Raw -3736598.670316 + Penalty 4943.667957 = -3731655.002359
  nChanged 17
		SP:Iteration 38Q (70092.660000 sec): 3 clusters
  Score: Raw -3736604.113755 + Penalty 4943.667957 = -3731660.445798
  nChanged 16
		SP:Iteration 39Q (70093.010000 sec): 3 clusters
  Score: Raw -3736609.994131 + Penalty 4943.667957 = -3731666.326174
  nChanged 11
		SP:Iteration 40F (70093.370000 sec): 3 clusters
  Score: Raw -3736612.949761 + Penalty 4943.667957 = -3731669.281803
  nChanged 10
		SP:Iteration 41Q (70093.710000 sec): 3 clusters
  Score: Raw -3736616.858188 + Penalty 4943.667957 = -3731673.190231
  nChanged 8
		SP:Iteration 42Q (70094.050000 sec): 3 clusters
  Score: Raw -3736619.307626 + Penalty 4943.667957 = -3731675.639668
  nChanged 4
		SP:Iteration 43Q (70094.410000 sec): 3 clusters
  Score: Raw -3736620.380277 + Penalty 4943.667957 = -3731676.712320
  nChanged 5
		SP:Iteration 44Q (70094.730000 sec): 3 clusters
  Score: Raw -3736621.509239 + Penalty 4943.667957 = -3731677.841282
  nChanged 5
		SP:Iteration 45Q (70095.110000 sec): 3 clusters
  Score: Raw -3736622.709355 + Penalty 4943.667957 = -3731679.041398
  nChanged 2
		SP:Iteration 46Q (70095.440000 sec): 3 clusters
  Score: Raw -3736623.360619 + Penalty 4943.667957 = -3731679.692662
  nChanged 2
		SP:Iteration 47Q (70095.820000 sec): 3 clusters
  Score: Raw -3736623.608331 + Penalty 4943.667957 = -3731679.940374
  nChanged 0
		SP:Iteration 48F (70096.160000 sec): 3 clusters
  Score: Raw -3736623.608331 + Penalty 4943.667957 = -3731679.940374
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 39 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70096.270000 sec): 2 clusters
  Score: Raw -20566.375424 + Penalty 1229.045110 = -19337.330314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70096.450000 sec): 3 clusters
  Score: Raw -20874.856219 + Penalty 2458.090221 = -18416.765999
  nChanged 7
		SP:Iteration 1Q (70096.620000 sec): 3 clusters
  Score: Raw -20915.719124 + Penalty 2458.090221 = -18457.628903
  nChanged 0
		SP:Iteration 2F (70096.800000 sec): 3 clusters
  Score: Raw -20915.719124 + Penalty 2458.090221 = -18457.628903
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 40 (404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70096.860000 sec): 2 clusters
  Score: Raw -66434.522386 + Penalty 1488.350890 = -64946.171496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70096.870000 sec): 3 clusters
  Score: Raw -66481.224787 + Penalty 2976.701779 = -63504.523007
  nChanged 68
		SP:Iteration 1F (70096.880000 sec): 3 clusters
  Score: Raw -66667.906813 + Penalty 2976.701779 = -63691.205034
  nChanged 21
		SP:Iteration 2F (70096.890000 sec): 3 clusters
  Score: Raw -66721.575764 + Penalty 2976.701779 = -63744.873985
  nChanged 2
		SP:Iteration 3Q (70096.900000 sec): 3 clusters
  Score: Raw -66725.567674 + Penalty 2976.701779 = -63748.865895
  nChanged 2
		SP:Iteration 4Q (70096.910000 sec): 3 clusters
  Score: Raw -66728.478844 + Penalty 2976.701779 = -63751.777065
  nChanged 0
		SP:Iteration 5F (70096.930000 sec): 3 clusters
  Score: Raw -66728.478844 + Penalty 2976.701779 = -63751.777065
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 41 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70096.960000 sec): 2 clusters
  Score: Raw -17990.688026 + Penalty 1181.019136 = -16809.668890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70096.970000 sec): 3 clusters
  Score: Raw -18257.457395 + Penalty 2362.038272 = -15895.419123
  nChanged 1
		SP:Iteration 1Q (70096.970000 sec): 3 clusters
  Score: Raw -18263.163060 + Penalty 2362.038272 = -15901.124788
  nChanged 0
		SP:Iteration 2F (70096.980000 sec): 3 clusters
  Score: Raw -18263.163060 + Penalty 2362.038272 = -15901.124788
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 42 (253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70097.000000 sec): 2 clusters
  Score: Raw -41605.268508 + Penalty 1372.280593 = -40232.987915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70097.010000 sec): 3 clusters
  Score: Raw -41804.904626 + Penalty 2744.561186 = -39060.343440
  nChanged 19
		SP:Iteration 1F (70097.020000 sec): 3 clusters
  Score: Raw -41871.273088 + Penalty 2744.561186 = -39126.711902
  nChanged 5
		SP:Iteration 2Q (70097.030000 sec): 3 clusters
  Score: Raw -41893.622298 + Penalty 2744.561186 = -39149.061112
  nChanged 5
		SP:Iteration 3Q (70097.030000 sec): 3 clusters
  Score: Raw -41912.463791 + Penalty 2744.561186 = -39167.902604
  nChanged 1
		SP:Iteration 4Q (70097.040000 sec): 3 clusters
  Score: Raw -41916.852748 + Penalty 2744.561186 = -39172.291562
  nChanged 1
		SP:Iteration 5Q (70097.050000 sec): 3 clusters
  Score: Raw -41926.380089 + Penalty 2744.561186 = -39181.818903
  nChanged 0
		SP:Iteration 6F (70097.060000 sec): 3 clusters
  Score: Raw -41926.380089 + Penalty 2744.561186 = -39181.818903
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 43 (2247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70097.120000 sec): 2 clusters
  Score: Raw -370844.751108 + Penalty 1913.903116 = -368930.847993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70097.180000 sec): 3 clusters
  Score: Raw -369961.635386 + Penalty 3827.806231 = -366133.829155
  nChanged 749
		SP:Iteration 1F (70097.240000 sec): 3 clusters
  Score: Raw -370537.408161 + Penalty 3827.806231 = -366709.601930
  nChanged 194
		SP:Iteration 2F (70097.290000 sec): 3 clusters
  Score: Raw -370760.262202 + Penalty 3827.806231 = -366932.455971
  nChanged 144
		SP:Iteration 3F (70097.350000 sec): 3 clusters
  Score: Raw -370974.869925 + Penalty 3827.806231 = -367147.063694
  nChanged 137
		SP:Iteration 4F (70097.410000 sec): 3 clusters
  Score: Raw -371179.972050 + Penalty 3827.806231 = -367352.165819
  nChanged 138
		SP:Iteration 5F (70097.470000 sec): 3 clusters
  Score: Raw -371436.633393 + Penalty 3827.806231 = -367608.827162
  nChanged 141
		SP:Iteration 6F (70097.530000 sec): 3 clusters
  Score: Raw -371690.956146 + Penalty 3827.806231 = -367863.149915
  nChanged 138
		SP:Iteration 7F (70097.580000 sec): 3 clusters
  Score: Raw -371889.520714 + Penalty 3827.806231 = -368061.714483
  nChanged 98
		SP:Iteration 8Q (70097.640000 sec): 3 clusters
  Score: Raw -372007.833423 + Penalty 3827.806231 = -368180.027192
  nChanged 60
		SP:Iteration 9Q (70097.700000 sec): 3 clusters
  Score: Raw -372072.690542 + Penalty 3827.806231 = -368244.884311
  nChanged 58
		SP:Iteration 10Q (70097.750000 sec): 3 clusters
  Score: Raw -372131.750501 + Penalty 3827.806231 = -368303.944270
  nChanged 38
		SP:Iteration 11Q (70097.810000 sec): 3 clusters
  Score: Raw -372155.946254 + Penalty 3827.806231 = -368328.140023
  nChanged 16
		SP:Iteration 12Q (70097.980000 sec): 3 clusters
  Score: Raw -372167.419557 + Penalty 3827.806231 = -368339.613326
  nChanged 7
		SP:Iteration 13Q (70098.160000 sec): 3 clusters
  Score: Raw -372173.092769 + Penalty 3827.806231 = -368345.286538
  nChanged 7
		SP:Iteration 14Q (70098.330000 sec): 3 clusters
  Score: Raw -372178.328951 + Penalty 3827.806231 = -368350.522720
  nChanged 6
		SP:Iteration 15Q (70098.530000 sec): 3 clusters
  Score: Raw -372183.574348 + Penalty 3827.806231 = -368355.768117
  nChanged 6
		SP:Iteration 16Q (70098.690000 sec): 3 clusters
  Score: Raw -372189.154007 + Penalty 3827.806231 = -368361.347776
  nChanged 5
		SP:Iteration 17Q (70098.860000 sec): 3 clusters
  Score: Raw -372194.061248 + Penalty 3827.806231 = -368366.255017
  nChanged 9
		SP:Iteration 18Q (70099.040000 sec): 3 clusters
  Score: Raw -372200.473001 + Penalty 3827.806231 = -368372.666770
  nChanged 8
		SP:Iteration 19Q (70099.210000 sec): 3 clusters
  Score: Raw -372205.594901 + Penalty 3827.806231 = -368377.788670
  nChanged 6
		SP:Iteration 20F (70099.390000 sec): 3 clusters
  Score: Raw -372208.818446 + Penalty 3827.806231 = -368381.012215
  nChanged 4
		SP:Iteration 21Q (70099.560000 sec): 3 clusters
  Score: Raw -372210.973506 + Penalty 3827.806231 = -368383.167275
  nChanged 4
		SP:Iteration 22Q (70099.740000 sec): 3 clusters
  Score: Raw -372212.235891 + Penalty 3827.806231 = -368384.429660
  nChanged 2
		SP:Iteration 23Q (70099.910000 sec): 3 clusters
  Score: Raw -372213.655885 + Penalty 3827.806231 = -368385.849654
  nChanged 2
		SP:Iteration 24Q (70100.080000 sec): 3 clusters
  Score: Raw -372215.940460 + Penalty 3827.806231 = -368388.134229
  nChanged 1
		SP:Iteration 25Q (70100.250000 sec): 3 clusters
  Score: Raw -372216.440316 + Penalty 3827.806231 = -368388.634085
  nChanged 0
		SP:Iteration 26F (70100.430000 sec): 3 clusters
  Score: Raw -372216.440316 + Penalty 3827.806231 = -368388.634085
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 44 (152 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70100.520000 sec): 2 clusters
  Score: Raw -23661.122693 + Penalty 1245.922369 = -22415.200324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70100.690000 sec): 3 clusters
  Score: Raw -23951.714169 + Penalty 2491.844738 = -21459.869431
  nChanged 6
		SP:Iteration 1Q (70100.870000 sec): 3 clusters
  Score: Raw -24009.504017 + Penalty 2491.844738 = -21517.659279
  nChanged 2
		SP:Iteration 2Q (70101.050000 sec): 3 clusters
  Score: Raw -24025.085525 + Penalty 2491.844738 = -21533.240787
  nChanged 2
		SP:Iteration 3Q (70101.220000 sec): 3 clusters
  Score: Raw -24037.806811 + Penalty 2491.844738 = -21545.962073
  nChanged 1
		SP:Iteration 4Q (70101.400000 sec): 3 clusters
  Score: Raw -24040.807569 + Penalty 2491.844738 = -21548.962831
  nChanged 1
		SP:Iteration 5Q (70101.570000 sec): 3 clusters
  Score: Raw -24047.510450 + Penalty 2491.844738 = -21555.665711
  nChanged 2
		SP:Iteration 6Q (70101.750000 sec): 3 clusters
  Score: Raw -24061.922561 + Penalty 2491.844738 = -21570.077823
  nChanged 0
		SP:Iteration 7F (70101.930000 sec): 3 clusters
  Score: Raw -24061.922561 + Penalty 2491.844738 = -21570.077823
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 45 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70102.010000 sec): 2 clusters
  Score: Raw -35797.453686 + Penalty 1358.162961 = -34439.290725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70102.190000 sec): 3 clusters
  Score: Raw -35970.614954 + Penalty 2716.325922 = -33254.289032
  nChanged 17
		SP:Iteration 1F (70102.370000 sec): 3 clusters
  Score: Raw -36062.394423 + Penalty 2716.325922 = -33346.068502
  nChanged 11
		SP:Iteration 2Q (70102.520000 sec): 3 clusters
  Score: Raw -36117.674324 + Penalty 2716.325922 = -33401.348402
  nChanged 7
		SP:Iteration 3Q (70102.690000 sec): 3 clusters
  Score: Raw -36151.862467 + Penalty 2716.325922 = -33435.536545
  nChanged 5
		SP:Iteration 4Q (70102.860000 sec): 3 clusters
  Score: Raw -36189.327931 + Penalty 2716.325922 = -33473.002009
  nChanged 3
		SP:Iteration 5Q (70103.040000 sec): 3 clusters
  Score: Raw -36210.733198 + Penalty 2716.325922 = -33494.407276
  nChanged 2
		SP:Iteration 6Q (70103.210000 sec): 3 clusters
  Score: Raw -36233.357190 + Penalty 2716.325922 = -33517.031268
  nChanged 3
		SP:Iteration 7Q (70103.390000 sec): 3 clusters
  Score: Raw -36251.436039 + Penalty 2716.325922 = -33535.110117
  nChanged 0
		SP:Iteration 8F (70103.570000 sec): 3 clusters
  Score: Raw -36251.436039 + Penalty 2716.325922 = -33535.110117
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 46 (1030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70103.650000 sec): 2 clusters
  Score: Raw -178287.005237 + Penalty 1720.453892 = -176566.551345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70103.830000 sec): 3 clusters
  Score: Raw -178094.346396 + Penalty 3440.907784 = -174653.438611
  nChanged 274
		SP:Iteration 1F (70104.010000 sec): 3 clusters
  Score: Raw -178425.385341 + Penalty 3440.907784 = -174984.477557
  nChanged 76
		SP:Iteration 2F (70104.180000 sec): 3 clusters
  Score: Raw -178529.405545 + Penalty 3440.907784 = -175088.497760
  nChanged 42
		SP:Iteration 3Q (70104.360000 sec): 3 clusters
  Score: Raw -178601.552780 + Penalty 3440.907784 = -175160.644996
  nChanged 27
		SP:Iteration 4Q (70104.570000 sec): 3 clusters
  Score: Raw -178646.704140 + Penalty 3440.907784 = -175205.796356
  nChanged 19
		SP:Iteration 5Q (70104.730000 sec): 3 clusters
  Score: Raw -178674.271337 + Penalty 3440.907784 = -175233.363553
  nChanged 14
		SP:Iteration 6Q (70104.890000 sec): 3 clusters
  Score: Raw -178694.579562 + Penalty 3440.907784 = -175253.671777
  nChanged 12
		SP:Iteration 7Q (70105.050000 sec): 3 clusters
  Score: Raw -178718.482698 + Penalty 3440.907784 = -175277.574913
  nChanged 9
		SP:Iteration 8Q (70105.210000 sec): 3 clusters
  Score: Raw -178734.022624 + Penalty 3440.907784 = -175293.114839
  nChanged 8
		SP:Iteration 9Q (70105.390000 sec): 3 clusters
  Score: Raw -178747.193981 + Penalty 3440.907784 = -175306.286197
  nChanged 8
		SP:Iteration 10Q (70105.570000 sec): 3 clusters
  Score: Raw -178756.145002 + Penalty 3440.907784 = -175315.237218
  nChanged 6
		SP:Iteration 11Q (70105.740000 sec): 3 clusters
  Score: Raw -178761.864330 + Penalty 3440.907784 = -175320.956546
  nChanged 2
		SP:Iteration 12Q (70105.920000 sec): 3 clusters
  Score: Raw -178763.671297 + Penalty 3440.907784 = -175322.763513
  nChanged 3
		SP:Iteration 13Q (70106.090000 sec): 3 clusters
  Score: Raw -178766.993916 + Penalty 3440.907784 = -175326.086131
  nChanged 2
		SP:Iteration 14Q (70106.270000 sec): 3 clusters
  Score: Raw -178768.457725 + Penalty 3440.907784 = -175327.549941
  nChanged 5
		SP:Iteration 15Q (70106.440000 sec): 3 clusters
  Score: Raw -178775.228771 + Penalty 3440.907784 = -175334.320987
  nChanged 2
		SP:Iteration 16Q (70106.620000 sec): 3 clusters
  Score: Raw -178778.300390 + Penalty 3440.907784 = -175337.392606
  nChanged 3
		SP:Iteration 17Q (70106.800000 sec): 3 clusters
  Score: Raw -178779.973381 + Penalty 3440.907784 = -175339.065596
  nChanged 0
		SP:Iteration 18F (70106.970000 sec): 3 clusters
  Score: Raw -178779.973381 + Penalty 3440.907784 = -175339.065596
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 47 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70107.060000 sec): 2 clusters
  Score: Raw -80693.697746 + Penalty 1542.212830 = -79151.484916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70107.230000 sec): 3 clusters
  Score: Raw -80679.199762 + Penalty 3084.425659 = -77594.774103
  nChanged 83
		SP:Iteration 1F (70107.420000 sec): 3 clusters
  Score: Raw -80830.615553 + Penalty 3084.425659 = -77746.189894
  nChanged 34
		SP:Iteration 2F (70107.580000 sec): 3 clusters
  Score: Raw -80932.487058 + Penalty 3084.425659 = -77848.061399
  nChanged 26
		SP:Iteration 3F (70107.760000 sec): 3 clusters
  Score: Raw -80995.729893 + Penalty 3084.425659 = -77911.304233
  nChanged 10
		SP:Iteration 4Q (70107.940000 sec): 3 clusters
  Score: Raw -81017.754975 + Penalty 3084.425659 = -77933.329316
  nChanged 10
		SP:Iteration 5Q (70108.110000 sec): 3 clusters
  Score: Raw -81041.800038 + Penalty 3084.425659 = -77957.374379
  nChanged 5
		SP:Iteration 6Q (70108.210000 sec): 3 clusters
  Score: Raw -81097.938924 + Penalty 3084.425659 = -78013.513265
  nChanged 4
		SP:Iteration 7Q (70108.220000 sec): 3 clusters
  Score: Raw -81136.079720 + Penalty 3084.425659 = -78051.654061
  nChanged 9
		SP:Iteration 8Q (70108.240000 sec): 3 clusters
  Score: Raw -81204.017142 + Penalty 3084.425659 = -78119.591483
  nChanged 10
		SP:Iteration 9Q (70108.260000 sec): 3 clusters
  Score: Raw -81229.064077 + Penalty 3084.425659 = -78144.638418
  nChanged 4
		SP:Iteration 10Q (70108.280000 sec): 3 clusters
  Score: Raw -81241.345798 + Penalty 3084.425659 = -78156.920138
  nChanged 0
		SP:Iteration 11F (70108.310000 sec): 3 clusters
  Score: Raw -81241.345798 + Penalty 3084.425659 = -78156.920138
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 48 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70108.330000 sec): 2 clusters
  Score: Raw -24954.831584 + Penalty 1267.772972 = -23687.058612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70108.340000 sec): 3 clusters
  Score: Raw -25372.252327 + Penalty 2535.545943 = -22836.706384
  nChanged 15
		SP:Iteration 1F (70108.350000 sec): 3 clusters
  Score: Raw -25461.531622 + Penalty 2535.545943 = -22925.985679
  nChanged 6
		SP:Iteration 2Q (70108.360000 sec): 3 clusters
  Score: Raw -25505.070908 + Penalty 2535.545943 = -22969.524965
  nChanged 7
		SP:Iteration 3Q (70108.370000 sec): 3 clusters
  Score: Raw -25554.838673 + Penalty 2535.545943 = -23019.292730
  nChanged 3
		SP:Iteration 4Q (70108.380000 sec): 3 clusters
  Score: Raw -25598.873881 + Penalty 2535.545943 = -23063.327938
  nChanged 2
		SP:Iteration 5Q (70108.390000 sec): 3 clusters
  Score: Raw -25630.040888 + Penalty 2535.545943 = -23094.494945
  nChanged 3
		SP:Iteration 6Q (70108.400000 sec): 3 clusters
  Score: Raw -25672.671439 + Penalty 2535.545943 = -23137.125496
  nChanged 1
		SP:Iteration 7Q (70108.400000 sec): 3 clusters
  Score: Raw -25678.739273 + Penalty 2535.545943 = -23143.193330
  nChanged 0
		SP:Iteration 8F (70108.410000 sec): 3 clusters
  Score: Raw -25678.739273 + Penalty 2535.545943 = -23143.193330
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 49 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70108.440000 sec): 2 clusters
  Score: Raw -32716.279375 + Penalty 1421.064746 = -31295.214629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70108.450000 sec): 3 clusters
  Score: Raw -32920.033285 + Penalty 2842.129492 = -30077.903793
  nChanged 49
		SP:Iteration 1F (70108.460000 sec): 3 clusters
  Score: Raw -33080.375341 + Penalty 2842.129492 = -30238.245849
  nChanged 16
		SP:Iteration 2F (70108.600000 sec): 3 clusters
  Score: Raw -33167.455920 + Penalty 2842.129492 = -30325.326427
  nChanged 5
		SP:Iteration 3Q (70108.780000 sec): 3 clusters
  Score: Raw -33188.310866 + Penalty 2842.129492 = -30346.181374
  nChanged 1
		SP:Iteration 4Q (70108.950000 sec): 3 clusters
  Score: Raw -33191.595022 + Penalty 2842.129492 = -30349.465530
  nChanged 1
		SP:Iteration 5Q (70109.130000 sec): 3 clusters
  Score: Raw -33193.883793 + Penalty 2842.129492 = -30351.754300
  nChanged 1
		SP:Iteration 6Q (70109.300000 sec): 3 clusters
  Score: Raw -33195.196089 + Penalty 2842.129492 = -30353.066597
  nChanged 0
		SP:Iteration 7F (70109.480000 sec): 3 clusters
  Score: Raw -33195.196089 + Penalty 2842.129492 = -30353.066597
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 50 (1550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70109.570000 sec): 2 clusters
  Score: Raw -268922.848398 + Penalty 1821.810532 = -267101.037866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70109.750000 sec): 3 clusters
  Score: Raw -268447.234527 + Penalty 3643.621064 = -264803.613463
  nChanged 444
		SP:Iteration 1F (70109.920000 sec): 3 clusters
  Score: Raw -268844.846487 + Penalty 3643.621064 = -265201.225423
  nChanged 105
		SP:Iteration 2F (70110.100000 sec): 3 clusters
  Score: Raw -268974.498637 + Penalty 3643.621064 = -265330.877573
  nChanged 85
		SP:Iteration 3F (70110.280000 sec): 3 clusters
  Score: Raw -269093.651480 + Penalty 3643.621064 = -265450.030416
  nChanged 67
		SP:Iteration 4Q (70110.450000 sec): 3 clusters
  Score: Raw -269177.423702 + Penalty 3643.621064 = -265533.802638
  nChanged 50
		SP:Iteration 5Q (70110.630000 sec): 3 clusters
  Score: Raw -269223.944366 + Penalty 3643.621064 = -265580.323301
  nChanged 28
		SP:Iteration 6Q (70110.800000 sec): 3 clusters
  Score: Raw -269261.444219 + Penalty 3643.621064 = -265617.823155
  nChanged 24
		SP:Iteration 7Q (70110.980000 sec): 3 clusters
  Score: Raw -269297.842082 + Penalty 3643.621064 = -265654.221018
  nChanged 34
		SP:Iteration 8Q (70111.150000 sec): 3 clusters
  Score: Raw -269338.776974 + Penalty 3643.621064 = -265695.155910
  nChanged 29
		SP:Iteration 9Q (70111.330000 sec): 3 clusters
  Score: Raw -269373.797521 + Penalty 3643.621064 = -265730.176457
  nChanged 24
		SP:Iteration 10Q (70111.500000 sec): 3 clusters
  Score: Raw -269404.676761 + Penalty 3643.621064 = -265761.055696
  nChanged 22
		SP:Iteration 11Q (70111.680000 sec): 3 clusters
  Score: Raw -269430.652761 + Penalty 3643.621064 = -265787.031697
  nChanged 22
		SP:Iteration 12Q (70111.860000 sec): 3 clusters
  Score: Raw -269457.638754 + Penalty 3643.621064 = -265814.017690
  nChanged 18
		SP:Iteration 13Q (70112.030000 sec): 3 clusters
  Score: Raw -269485.210704 + Penalty 3643.621064 = -265841.589640
  nChanged 10
		SP:Iteration 14Q (70112.210000 sec): 3 clusters
  Score: Raw -269491.013244 + Penalty 3643.621064 = -265847.392180
  nChanged 7
		SP:Iteration 15Q (70112.380000 sec): 3 clusters
  Score: Raw -269497.353275 + Penalty 3643.621064 = -265853.732211
  nChanged 10
		SP:Iteration 16Q (70112.560000 sec): 3 clusters
  Score: Raw -269507.797528 + Penalty 3643.621064 = -265864.176464
  nChanged 8
		SP:Iteration 17Q (70112.740000 sec): 3 clusters
  Score: Raw -269518.556664 + Penalty 3643.621064 = -265874.935600
  nChanged 8
		SP:Iteration 18Q (70112.910000 sec): 3 clusters
  Score: Raw -269525.924707 + Penalty 3643.621064 = -265882.303643
  nChanged 6
		SP:Iteration 19Q (70113.090000 sec): 3 clusters
  Score: Raw -269529.375837 + Penalty 3643.621064 = -265885.754773
  nChanged 3
		SP:Iteration 20F (70113.260000 sec): 3 clusters
  Score: Raw -269530.397482 + Penalty 3643.621064 = -265886.776418
  nChanged 2
		SP:Iteration 21Q (70113.440000 sec): 3 clusters
  Score: Raw -269531.722270 + Penalty 3643.621064 = -265888.101206
  nChanged 1
		SP:Iteration 22Q (70113.620000 sec): 3 clusters
  Score: Raw -269532.624380 + Penalty 3643.621064 = -265889.003316
  nChanged 2
		SP:Iteration 23Q (70113.790000 sec): 3 clusters
  Score: Raw -269534.188710 + Penalty 3643.621064 = -265890.567646
  nChanged 1
		SP:Iteration 24Q (70113.970000 sec): 3 clusters
  Score: Raw -269535.350153 + Penalty 3643.621064 = -265891.729089
  nChanged 0
		SP:Iteration 25F (70114.140000 sec): 3 clusters
  Score: Raw -269535.350153 + Penalty 3643.621064 = -265891.729089
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 51 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70114.230000 sec): 2 clusters
  Score: Raw -35726.477212 + Penalty 1351.857536 = -34374.619675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70114.410000 sec): 3 clusters
  Score: Raw -35927.753870 + Penalty 2703.715073 = -33224.038797
  nChanged 18
		SP:Iteration 1F (70114.580000 sec): 3 clusters
  Score: Raw -36027.372606 + Penalty 2703.715073 = -33323.657533
  nChanged 6
		SP:Iteration 2Q (70114.760000 sec): 3 clusters
  Score: Raw -36060.627640 + Penalty 2703.715073 = -33356.912567
  nChanged 1
		SP:Iteration 3Q (70114.930000 sec): 3 clusters
  Score: Raw -36063.589912 + Penalty 2703.715073 = -33359.874839
  nChanged 0
		SP:Iteration 4F (70115.110000 sec): 3 clusters
  Score: Raw -36063.589912 + Penalty 2703.715073 = -33359.874839
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 52 (399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70115.200000 sec): 2 clusters
  Score: Raw -54527.475165 + Penalty 1485.262431 = -53042.212734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70115.370000 sec): 3 clusters
  Score: Raw -54676.673349 + Penalty 2970.524863 = -51706.148486
  nChanged 63
		SP:Iteration 1F (70115.550000 sec): 3 clusters
  Score: Raw -54825.934160 + Penalty 2970.524863 = -51855.409297
  nChanged 29
		SP:Iteration 2F (70115.720000 sec): 3 clusters
  Score: Raw -54949.273873 + Penalty 2970.524863 = -51978.749010
  nChanged 11
		SP:Iteration 3Q (70115.900000 sec): 3 clusters
  Score: Raw -54987.574737 + Penalty 2970.524863 = -52017.049874
  nChanged 4
		SP:Iteration 4Q (70116.080000 sec): 3 clusters
  Score: Raw -54998.249272 + Penalty 2970.524863 = -52027.724409
  nChanged 1
		SP:Iteration 5Q (70116.250000 sec): 3 clusters
  Score: Raw -55000.010034 + Penalty 2970.524863 = -52029.485171
  nChanged 0
		SP:Iteration 6F (70116.390000 sec): 3 clusters
  Score: Raw -55000.010034 + Penalty 2970.524863 = -52029.485171
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 53 (789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70116.430000 sec): 2 clusters
  Score: Raw -129548.179507 + Penalty 1654.350048 = -127893.829459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70116.450000 sec): 3 clusters
  Score: Raw -129438.292552 + Penalty 3308.700095 = -126129.592457
  nChanged 187
		SP:Iteration 1F (70116.480000 sec): 3 clusters
  Score: Raw -129682.026769 + Penalty 3308.700095 = -126373.326674
  nChanged 49
		SP:Iteration 2F (70116.500000 sec): 3 clusters
  Score: Raw -129756.574538 + Penalty 3308.700095 = -126447.874443
  nChanged 16
		SP:Iteration 3Q (70116.530000 sec): 3 clusters
  Score: Raw -129780.115122 + Penalty 3308.700095 = -126471.415027
  nChanged 11
		SP:Iteration 4Q (70116.550000 sec): 3 clusters
  Score: Raw -129797.187936 + Penalty 3308.700095 = -126488.487841
  nChanged 9
		SP:Iteration 5Q (70116.580000 sec): 3 clusters
  Score: Raw -129812.053741 + Penalty 3308.700095 = -126503.353646
  nChanged 4
		SP:Iteration 6Q (70116.600000 sec): 3 clusters
  Score: Raw -129817.721777 + Penalty 3308.700095 = -126509.021682
  nChanged 3
		SP:Iteration 7Q (70116.630000 sec): 3 clusters
  Score: Raw -129820.756195 + Penalty 3308.700095 = -126512.056100
  nChanged 3
		SP:Iteration 8Q (70116.660000 sec): 3 clusters
  Score: Raw -129824.603452 + Penalty 3308.700095 = -126515.903357
  nChanged 0
		SP:Iteration 9F (70116.680000 sec): 3 clusters
  Score: Raw -129824.603452 + Penalty 3308.700095 = -126515.903357
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 54 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70116.780000 sec): 2 clusters
  Score: Raw -79964.904003 + Penalty 1561.225968 = -78403.678035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70116.950000 sec): 3 clusters
  Score: Raw -79975.632240 + Penalty 3122.451937 = -76853.180304
  nChanged 110
		SP:Iteration 1F (70117.130000 sec): 3 clusters
  Score: Raw -80178.328583 + Penalty 3122.451937 = -77055.876647
  nChanged 34
		SP:Iteration 2F (70117.300000 sec): 3 clusters
  Score: Raw -80262.977172 + Penalty 3122.451937 = -77140.525235
  nChanged 18
		SP:Iteration 3Q (70117.480000 sec): 3 clusters
  Score: Raw -80360.276846 + Penalty 3122.451937 = -77237.824909
  nChanged 21
		SP:Iteration 4Q (70117.660000 sec): 3 clusters
  Score: Raw -80413.156660 + Penalty 3122.451937 = -77290.704723
  nChanged 11
		SP:Iteration 5Q (70117.830000 sec): 3 clusters
  Score: Raw -80434.236403 + Penalty 3122.451937 = -77311.784466
  nChanged 6
		SP:Iteration 6Q (70118.010000 sec): 3 clusters
  Score: Raw -80446.567678 + Penalty 3122.451937 = -77324.115741
  nChanged 3
		SP:Iteration 7Q (70118.150000 sec): 3 clusters
  Score: Raw -80458.516172 + Penalty 3122.451937 = -77336.064236
  nChanged 2
		SP:Iteration 8Q (70118.170000 sec): 3 clusters
  Score: Raw -80473.947175 + Penalty 3122.451937 = -77351.495239
  nChanged 6
		SP:Iteration 9Q (70118.190000 sec): 3 clusters
  Score: Raw -80492.456413 + Penalty 3122.451937 = -77370.004477
  nChanged 6
		SP:Iteration 10Q (70118.220000 sec): 3 clusters
  Score: Raw -80510.763481 + Penalty 3122.451937 = -77388.311544
  nChanged 11
		SP:Iteration 11Q (70118.240000 sec): 3 clusters
  Score: Raw -80555.016975 + Penalty 3122.451937 = -77432.565038
  nChanged 10
		SP:Iteration 12Q (70118.260000 sec): 3 clusters
  Score: Raw -80594.155338 + Penalty 3122.451937 = -77471.703401
  nChanged 9
		SP:Iteration 13Q (70118.290000 sec): 3 clusters
  Score: Raw -80644.299227 + Penalty 3122.451937 = -77521.847290
  nChanged 8
		SP:Iteration 14Q (70118.310000 sec): 3 clusters
  Score: Raw -80701.384538 + Penalty 3122.451937 = -77578.932601
  nChanged 11
		SP:Iteration 15Q (70118.330000 sec): 3 clusters
  Score: Raw -80762.393225 + Penalty 3122.451937 = -77639.941288
  nChanged 13
		SP:Iteration 16Q (70118.360000 sec): 3 clusters
  Score: Raw -80842.724682 + Penalty 3122.451937 = -77720.272745
  nChanged 9
		SP:Iteration 17Q (70118.380000 sec): 3 clusters
  Score: Raw -80925.104180 + Penalty 3122.451937 = -77802.652243
  nChanged 9
		SP:Iteration 18Q (70118.400000 sec): 3 clusters
  Score: Raw -80960.294200 + Penalty 3122.451937 = -77837.842264
  nChanged 6
		SP:Iteration 19Q (70118.430000 sec): 3 clusters
  Score: Raw -80994.229894 + Penalty 3122.451937 = -77871.777958
  nChanged 5
		SP:Iteration 20F (70118.450000 sec): 3 clusters
  Score: Raw -81011.112007 + Penalty 3122.451937 = -77888.660070
  nChanged 5
		SP:Iteration 21Q (70118.470000 sec): 3 clusters
  Score: Raw -81032.629017 + Penalty 3122.451937 = -77910.177080
  nChanged 5
		SP:Iteration 22Q (70118.500000 sec): 3 clusters
  Score: Raw -81045.353539 + Penalty 3122.451937 = -77922.901602
  nChanged 6
		SP:Iteration 23Q (70118.520000 sec): 3 clusters
  Score: Raw -81069.269426 + Penalty 3122.451937 = -77946.817489
  nChanged 6
		SP:Iteration 24Q (70118.540000 sec): 3 clusters
  Score: Raw -81092.347951 + Penalty 3122.451937 = -77969.896014
  nChanged 3
		SP:Iteration 25Q (70118.560000 sec): 3 clusters
  Score: Raw -81102.710440 + Penalty 3122.451937 = -77980.258503
  nChanged 2
		SP:Iteration 26Q (70118.590000 sec): 3 clusters
  Score: Raw -81108.400372 + Penalty 3122.451937 = -77985.948435
  nChanged 2
		SP:Iteration 27Q (70118.610000 sec): 3 clusters
  Score: Raw -81114.698296 + Penalty 3122.451937 = -77992.246360
  nChanged 0
		SP:Iteration 28F (70118.640000 sec): 3 clusters
  Score: Raw -81114.698296 + Penalty 3122.451937 = -77992.246360
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 55 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70118.660000 sec): 2 clusters
  Score: Raw -19523.024255 + Penalty 1263.250050 = -18259.774205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70118.660000 sec): 3 clusters
  Score: Raw -20024.768889 + Penalty 2526.500100 = -17498.268789
  nChanged 27
		SP:Iteration 1F (70118.670000 sec): 3 clusters
  Score: Raw -20276.084707 + Penalty 2526.500100 = -17749.584607
  nChanged 5
		SP:Iteration 2Q (70118.680000 sec): 3 clusters
  Score: Raw -20362.108572 + Penalty 2526.500100 = -17835.608472
  nChanged 3
		SP:Iteration 3Q (70118.690000 sec): 3 clusters
  Score: Raw -20404.726387 + Penalty 2526.500100 = -17878.226287
  nChanged 1
		SP:Iteration 4Q (70118.700000 sec): 3 clusters
  Score: Raw -20418.291785 + Penalty 2526.500100 = -17891.791686
  nChanged 0
		SP:Iteration 5F (70118.700000 sec): 3 clusters
  Score: Raw -20418.291785 + Penalty 2526.500100 = -17891.791686
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 56 (3768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70118.820000 sec): 2 clusters
  Score: Raw -663791.314011 + Penalty 2042.106310 = -661749.207701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70119.040000 sec): 3 clusters
  Score: Raw -662096.763204 + Penalty 4084.212619 = -658012.550584
  nChanged 1417
		SP:Iteration 1F (70119.180000 sec): 3 clusters
  Score: Raw -663051.110469 + Penalty 4084.212619 = -658966.897850
  nChanged 280
		SP:Iteration 2F (70119.360000 sec): 3 clusters
  Score: Raw -663259.052820 + Penalty 4084.212619 = -659174.840201
  nChanged 213
		SP:Iteration 3F (70119.530000 sec): 3 clusters
  Score: Raw -663428.404340 + Penalty 4084.212619 = -659344.191721
  nChanged 182
		SP:Iteration 4Q (70119.700000 sec): 3 clusters
  Score: Raw -663560.342455 + Penalty 4084.212619 = -659476.129835
  nChanged 140
		SP:Iteration 5Q (70119.880000 sec): 3 clusters
  Score: Raw -663675.803719 + Penalty 4084.212619 = -659591.591100
  nChanged 136
		SP:Iteration 6Q (70120.050000 sec): 3 clusters
  Score: Raw -663792.580618 + Penalty 4084.212619 = -659708.367999
  nChanged 134
		SP:Iteration 7Q (70120.250000 sec): 3 clusters
  Score: Raw -663912.539152 + Penalty 4084.212619 = -659828.326532
  nChanged 137
		SP:Iteration 8Q (70120.340000 sec): 3 clusters
  Score: Raw -664048.676081 + Penalty 4084.212619 = -659964.463462
  nChanged 136
		SP:Iteration 9Q (70120.540000 sec): 3 clusters
  Score: Raw -664170.712840 + Penalty 4084.212619 = -660086.500221
  nChanged 104
		SP:Iteration 10Q (70120.760000 sec): 3 clusters
  Score: Raw -664240.601872 + Penalty 4084.212619 = -660156.389252
  nChanged 64
		SP:Iteration 11Q (70120.900000 sec): 3 clusters
  Score: Raw -664279.453697 + Penalty 4084.212619 = -660195.241077
  nChanged 44
		SP:Iteration 12Q (70121.080000 sec): 3 clusters
  Score: Raw -664310.138551 + Penalty 4084.212619 = -660225.925932
  nChanged 47
		SP:Iteration 13Q (70121.250000 sec): 3 clusters
  Score: Raw -664337.419530 + Penalty 4084.212619 = -660253.206911
  nChanged 31
		SP:Iteration 14Q (70121.420000 sec): 3 clusters
  Score: Raw -664354.962748 + Penalty 4084.212619 = -660270.750129
  nChanged 30
		SP:Iteration 15Q (70121.600000 sec): 3 clusters
  Score: Raw -664372.368172 + Penalty 4084.212619 = -660288.155553
  nChanged 30
		SP:Iteration 16Q (70121.770000 sec): 3 clusters
  Score: Raw -664388.452602 + Penalty 4084.212619 = -660304.239983
  nChanged 18
		SP:Iteration 17Q (70121.950000 sec): 3 clusters
  Score: Raw -664402.968998 + Penalty 4084.212619 = -660318.756378
  nChanged 14
		SP:Iteration 18Q (70122.120000 sec): 3 clusters
  Score: Raw -664414.536104 + Penalty 4084.212619 = -660330.323485
  nChanged 21
		SP:Iteration 19Q (70122.300000 sec): 3 clusters
  Score: Raw -664423.328944 + Penalty 4084.212619 = -660339.116325
  nChanged 11
		SP:Iteration 20F (70122.470000 sec): 3 clusters
  Score: Raw -664427.900294 + Penalty 4084.212619 = -660343.687674
  nChanged 8
		SP:Iteration 21Q (70122.640000 sec): 3 clusters
  Score: Raw -664432.736734 + Penalty 4084.212619 = -660348.524115
  nChanged 8
		SP:Iteration 22Q (70122.820000 sec): 3 clusters
  Score: Raw -664437.960522 + Penalty 4084.212619 = -660353.747902
  nChanged 11
		SP:Iteration 23Q (70122.990000 sec): 3 clusters
  Score: Raw -664445.052441 + Penalty 4084.212619 = -660360.839822
  nChanged 13
		SP:Iteration 24Q (70123.170000 sec): 3 clusters
  Score: Raw -664450.881192 + Penalty 4084.212619 = -660366.668572
  nChanged 8
		SP:Iteration 25Q (70123.340000 sec): 3 clusters
  Score: Raw -664453.980339 + Penalty 4084.212619 = -660369.767720
  nChanged 9
		SP:Iteration 26Q (70123.510000 sec): 3 clusters
  Score: Raw -664458.260851 + Penalty 4084.212619 = -660374.048232
  nChanged 10
		SP:Iteration 27Q (70123.690000 sec): 3 clusters
  Score: Raw -664462.587516 + Penalty 4084.212619 = -660378.374897
  nChanged 8
		SP:Iteration 28Q (70123.860000 sec): 3 clusters
  Score: Raw -664465.573774 + Penalty 4084.212619 = -660381.361154
  nChanged 4
		SP:Iteration 29Q (70124.040000 sec): 3 clusters
  Score: Raw -664467.154970 + Penalty 4084.212619 = -660382.942350
  nChanged 4
		SP:Iteration 30Q (70124.210000 sec): 3 clusters
  Score: Raw -664469.514464 + Penalty 4084.212619 = -660385.301845
  nChanged 8
		SP:Iteration 31Q (70124.380000 sec): 3 clusters
  Score: Raw -664473.244590 + Penalty 4084.212619 = -660389.031971
  nChanged 3
		SP:Iteration 32Q (70124.560000 sec): 3 clusters
  Score: Raw -664474.547844 + Penalty 4084.212619 = -660390.335225
  nChanged 2
		SP:Iteration 33Q (70124.740000 sec): 3 clusters
  Score: Raw -664475.313174 + Penalty 4084.212619 = -660391.100555
  nChanged 1
		SP:Iteration 34Q (70124.910000 sec): 3 clusters
  Score: Raw -664475.848250 + Penalty 4084.212619 = -660391.635631
  nChanged 2
		SP:Iteration 35Q (70125.080000 sec): 3 clusters
  Score: Raw -664477.184888 + Penalty 4084.212619 = -660392.972269
  nChanged 3
		SP:Iteration 36Q (70125.180000 sec): 3 clusters
  Score: Raw -664478.396107 + Penalty 4084.212619 = -660394.183487
  nChanged 3
		SP:Iteration 37Q (70125.390000 sec): 3 clusters
  Score: Raw -664479.382427 + Penalty 4084.212619 = -660395.169808
  nChanged 2
		SP:Iteration 38Q (70125.560000 sec): 3 clusters
  Score: Raw -664480.075986 + Penalty 4084.212619 = -660395.863367
  nChanged 1
		SP:Iteration 39Q (70125.700000 sec): 3 clusters
  Score: Raw -664480.168483 + Penalty 4084.212619 = -660395.955864
  nChanged 0
		SP:Iteration 40F (70125.880000 sec): 3 clusters
  Score: Raw -664480.168483 + Penalty 4084.212619 = -660395.955864
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 57 (724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70125.960000 sec): 2 clusters
  Score: Raw -117324.420532 + Penalty 1633.028265 = -115691.392267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70126.140000 sec): 3 clusters
  Score: Raw -117283.163581 + Penalty 3266.056531 = -114017.107050
  nChanged 179
		SP:Iteration 1F (70126.320000 sec): 3 clusters
  Score: Raw -117559.640301 + Penalty 3266.056531 = -114293.583771
  nChanged 38
		SP:Iteration 2F (70126.490000 sec): 3 clusters
  Score: Raw -117632.684443 + Penalty 3266.056531 = -114366.627912
  nChanged 27
		SP:Iteration 3Q (70126.670000 sec): 3 clusters
  Score: Raw -117671.614173 + Penalty 3266.056531 = -114405.557642
  nChanged 16
		SP:Iteration 4Q (70126.840000 sec): 3 clusters
  Score: Raw -117696.483885 + Penalty 3266.056531 = -114430.427354
  nChanged 12
		SP:Iteration 5Q (70127.020000 sec): 3 clusters
  Score: Raw -117725.476083 + Penalty 3266.056531 = -114459.419552
  nChanged 11
		SP:Iteration 6Q (70127.200000 sec): 3 clusters
  Score: Raw -117751.571310 + Penalty 3266.056531 = -114485.514780
  nChanged 10
		SP:Iteration 7Q (70127.370000 sec): 3 clusters
  Score: Raw -117766.489981 + Penalty 3266.056531 = -114500.433450
  nChanged 7
		SP:Iteration 8Q (70127.550000 sec): 3 clusters
  Score: Raw -117778.974583 + Penalty 3266.056531 = -114512.918052
  nChanged 6
		SP:Iteration 9Q (70127.720000 sec): 3 clusters
  Score: Raw -117791.777526 + Penalty 3266.056531 = -114525.720995
  nChanged 3
		SP:Iteration 10Q (70127.900000 sec): 3 clusters
  Score: Raw -117794.670281 + Penalty 3266.056531 = -114528.613750
  nChanged 3
		SP:Iteration 11Q (70128.080000 sec): 3 clusters
  Score: Raw -117802.671278 + Penalty 3266.056531 = -114536.614747
  nChanged 1
		SP:Iteration 12Q (70128.250000 sec): 3 clusters
  Score: Raw -117806.587269 + Penalty 3266.056531 = -114540.530739
  nChanged 1
		SP:Iteration 13Q (70128.430000 sec): 3 clusters
  Score: Raw -117808.617495 + Penalty 3266.056531 = -114542.560964
  nChanged 0
		SP:Iteration 14F (70128.600000 sec): 3 clusters
  Score: Raw -117808.617495 + Penalty 3266.056531 = -114542.560964
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 58 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70128.690000 sec): 2 clusters
  Score: Raw -21644.510683 + Penalty 1260.188283 = -20384.322400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70128.870000 sec): 3 clusters
  Score: Raw -21884.054552 + Penalty 2520.376565 = -19363.677987
  nChanged 7
		SP:Iteration 1Q (70129.040000 sec): 3 clusters
  Score: Raw -21982.062651 + Penalty 2520.376565 = -19461.686086
  nChanged 6
		SP:Iteration 2Q (70129.220000 sec): 3 clusters
  Score: Raw -22030.183719 + Penalty 2520.376565 = -19509.807154
  nChanged 4
		SP:Iteration 3Q (70129.400000 sec): 3 clusters
  Score: Raw -22063.386274 + Penalty 2520.376565 = -19543.009709
  nChanged 2
		SP:Iteration 4Q (70129.570000 sec): 3 clusters
  Score: Raw -22101.088516 + Penalty 2520.376565 = -19580.711951
  nChanged 2
		SP:Iteration 5Q (70129.750000 sec): 3 clusters
  Score: Raw -22122.236226 + Penalty 2520.376565 = -19601.859661
  nChanged 0
		SP:Iteration 6F (70129.920000 sec): 3 clusters
  Score: Raw -22122.236226 + Penalty 2520.376565 = -19601.859661
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 59 (477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70130.010000 sec): 2 clusters
  Score: Raw -56021.172645 + Penalty 1529.544090 = -54491.628555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70130.190000 sec): 3 clusters
  Score: Raw -56252.137624 + Penalty 3059.088179 = -53193.049444
  nChanged 97
		SP:Iteration 1F (70130.360000 sec): 3 clusters
  Score: Raw -56585.323487 + Penalty 3059.088179 = -53526.235308
  nChanged 49
		SP:Iteration 2F (70130.540000 sec): 3 clusters
  Score: Raw -56818.705149 + Penalty 3059.088179 = -53759.616969
  nChanged 16
		SP:Iteration 3Q (70130.710000 sec): 3 clusters
  Score: Raw -56917.220283 + Penalty 3059.088179 = -53858.132103
  nChanged 7
		SP:Iteration 4Q (70130.890000 sec): 3 clusters
  Score: Raw -56957.580491 + Penalty 3059.088179 = -53898.492311
  nChanged 5
		SP:Iteration 5Q (70131.060000 sec): 3 clusters
  Score: Raw -56971.837316 + Penalty 3059.088179 = -53912.749136
  nChanged 4
		SP:Iteration 6Q (70131.240000 sec): 3 clusters
  Score: Raw -56991.677357 + Penalty 3059.088179 = -53932.589177
  nChanged 3
		SP:Iteration 7Q (70131.420000 sec): 3 clusters
  Score: Raw -57001.088545 + Penalty 3059.088179 = -53942.000365
  nChanged 3
		SP:Iteration 8Q (70131.590000 sec): 3 clusters
  Score: Raw -57014.668358 + Penalty 3059.088179 = -53955.580179
  nChanged 4
		SP:Iteration 9Q (70131.770000 sec): 3 clusters
  Score: Raw -57023.414318 + Penalty 3059.088179 = -53964.326138
  nChanged 2
		SP:Iteration 10Q (70131.940000 sec): 3 clusters
  Score: Raw -57028.150009 + Penalty 3059.088179 = -53969.061829
  nChanged 0
		SP:Iteration 11F (70132.120000 sec): 3 clusters
  Score: Raw -57028.150009 + Penalty 3059.088179 = -53969.061829
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 60 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70132.210000 sec): 2 clusters
  Score: Raw -52716.747209 + Penalty 1472.508979 = -51244.238230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70132.380000 sec): 3 clusters
  Score: Raw -52927.990034 + Penalty 2945.017958 = -49982.972076
  nChanged 85
		SP:Iteration 1F (70132.560000 sec): 3 clusters
  Score: Raw -53178.219770 + Penalty 2945.017958 = -50233.201812
  nChanged 30
		SP:Iteration 2F (70132.740000 sec): 3 clusters
  Score: Raw -53278.167844 + Penalty 2945.017958 = -50333.149886
  nChanged 18
		SP:Iteration 3Q (70132.910000 sec): 3 clusters
  Score: Raw -53371.481680 + Penalty 2945.017958 = -50426.463722
  nChanged 16
		SP:Iteration 4Q (70133.090000 sec): 3 clusters
  Score: Raw -53509.759745 + Penalty 2945.017958 = -50564.741787
  nChanged 14
		SP:Iteration 5Q (70133.260000 sec): 3 clusters
  Score: Raw -53560.458807 + Penalty 2945.017958 = -50615.440849
  nChanged 5
		SP:Iteration 6Q (70133.440000 sec): 3 clusters
  Score: Raw -53580.885207 + Penalty 2945.017958 = -50635.867249
  nChanged 4
		SP:Iteration 7Q (70133.620000 sec): 3 clusters
  Score: Raw -53620.108490 + Penalty 2945.017958 = -50675.090532
  nChanged 5
		SP:Iteration 8Q (70133.660000 sec): 3 clusters
  Score: Raw -53643.334869 + Penalty 2945.017958 = -50698.316911
  nChanged 2
		SP:Iteration 9Q (70133.670000 sec): 3 clusters
  Score: Raw -53652.460357 + Penalty 2945.017958 = -50707.442399
  nChanged 2
		SP:Iteration 10Q (70133.680000 sec): 3 clusters
  Score: Raw -53658.699745 + Penalty 2945.017958 = -50713.681788
  nChanged 1
		SP:Iteration 11Q (70133.700000 sec): 3 clusters
  Score: Raw -53682.799654 + Penalty 2945.017958 = -50737.781697
  nChanged 1
		SP:Iteration 12Q (70133.700000 sec): 3 clusters
  Score: Raw -53684.555453 + Penalty 2945.017958 = -50739.537495
  nChanged 1
		SP:Iteration 13Q (70133.720000 sec): 3 clusters
  Score: Raw -53686.114527 + Penalty 2945.017958 = -50741.096569
  nChanged 0
		SP:Iteration 14F (70133.740000 sec): 3 clusters
  Score: Raw -53686.114527 + Penalty 2945.017958 = -50741.096569
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 61 (175 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70133.760000 sec): 2 clusters
  Score: Raw -17935.181338 + Penalty 1280.866922 = -16654.314417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70133.770000 sec): 3 clusters
  Score: Raw -18315.989302 + Penalty 2561.733843 = -15754.255459
  nChanged 35
		SP:Iteration 1F (70133.780000 sec): 3 clusters
  Score: Raw -18567.291305 + Penalty 2561.733843 = -16005.557462
  nChanged 6
		SP:Iteration 2Q (70133.780000 sec): 3 clusters
  Score: Raw -18614.748557 + Penalty 2561.733843 = -16053.014714
  nChanged 3
		SP:Iteration 3Q (70133.790000 sec): 3 clusters
  Score: Raw -18643.121762 + Penalty 2561.733843 = -16081.387919
  nChanged 3
		SP:Iteration 4Q (70133.890000 sec): 3 clusters
  Score: Raw -18664.997419 + Penalty 2561.733843 = -16103.263575
  nChanged 2
		SP:Iteration 5Q (70134.060000 sec): 3 clusters
  Score: Raw -18675.260347 + Penalty 2561.733843 = -16113.526504
  nChanged 0
		SP:Iteration 6F (70134.240000 sec): 3 clusters
  Score: Raw -18675.260347 + Penalty 2561.733843 = -16113.526504
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 62 (123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70134.320000 sec): 2 clusters
  Score: Raw -19194.000657 + Penalty 1193.421720 = -18000.578937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70134.500000 sec): 3 clusters
  Score: Raw -19679.426649 + Penalty 2386.843440 = -17292.583209
  nChanged 8
		SP:Iteration 1F (70134.680000 sec): 3 clusters
  Score: Raw -19748.340961 + Penalty 2386.843440 = -17361.497521
  nChanged 4
		SP:Iteration 2Q (70134.850000 sec): 3 clusters
  Score: Raw -19779.480217 + Penalty 2386.843440 = -17392.636777
  nChanged 1
		SP:Iteration 3Q (70135.030000 sec): 3 clusters
  Score: Raw -19785.827186 + Penalty 2386.843440 = -17398.983745
  nChanged 0
		SP:Iteration 4F (70135.210000 sec): 3 clusters
  Score: Raw -19785.827186 + Penalty 2386.843440 = -17398.983745
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 63 (1482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70135.290000 sec): 2 clusters
  Score: Raw -251033.344225 + Penalty 1810.684656 = -249222.659569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70135.470000 sec): 3 clusters
  Score: Raw -250587.432073 + Penalty 3621.369312 = -246966.062761
  nChanged 439
		SP:Iteration 1F (70135.640000 sec): 3 clusters
  Score: Raw -250984.941336 + Penalty 3621.369312 = -247363.572024
  nChanged 105
		SP:Iteration 2F (70135.820000 sec): 3 clusters
  Score: Raw -251157.224440 + Penalty 3621.369312 = -247535.855128
  nChanged 78
		SP:Iteration 3F (70136.000000 sec): 3 clusters
  Score: Raw -251267.986928 + Penalty 3621.369312 = -247646.617617
  nChanged 55
		SP:Iteration 4Q (70136.170000 sec): 3 clusters
  Score: Raw -251331.244140 + Penalty 3621.369312 = -247709.874828
  nChanged 43
		SP:Iteration 5Q (70136.350000 sec): 3 clusters
  Score: Raw -251404.629699 + Penalty 3621.369312 = -247783.260387
  nChanged 65
		SP:Iteration 6Q (70136.520000 sec): 3 clusters
  Score: Raw -251526.483912 + Penalty 3621.369312 = -247905.114600
  nChanged 57
		SP:Iteration 7Q (70136.660000 sec): 3 clusters
  Score: Raw -251614.047572 + Penalty 3621.369312 = -247992.678260
  nChanged 38
		SP:Iteration 8Q (70136.830000 sec): 3 clusters
  Score: Raw -251665.392710 + Penalty 3621.369312 = -248044.023399
  nChanged 28
		SP:Iteration 9Q (70137.010000 sec): 3 clusters
  Score: Raw -251697.633468 + Penalty 3621.369312 = -248076.264157
  nChanged 30
		SP:Iteration 10Q (70137.180000 sec): 3 clusters
  Score: Raw -251749.511215 + Penalty 3621.369312 = -248128.141903
  nChanged 28
		SP:Iteration 11Q (70137.360000 sec): 3 clusters
  Score: Raw -251789.546073 + Penalty 3621.369312 = -248168.176761
  nChanged 30
		SP:Iteration 12Q (70137.540000 sec): 3 clusters
  Score: Raw -251841.047991 + Penalty 3621.369312 = -248219.678679
  nChanged 27
		SP:Iteration 13Q (70137.710000 sec): 3 clusters
  Score: Raw -251875.406833 + Penalty 3621.369312 = -248254.037521
  nChanged 18
		SP:Iteration 14Q (70137.890000 sec): 3 clusters
  Score: Raw -251902.941979 + Penalty 3621.369312 = -248281.572667
  nChanged 21
		SP:Iteration 15Q (70138.060000 sec): 3 clusters
  Score: Raw -251930.843282 + Penalty 3621.369312 = -248309.473970
  nChanged 24
		SP:Iteration 16Q (70138.240000 sec): 3 clusters
  Score: Raw -251961.910629 + Penalty 3621.369312 = -248340.541318
  nChanged 21
		SP:Iteration 17Q (70138.420000 sec): 3 clusters
  Score: Raw -251993.129380 + Penalty 3621.369312 = -248371.760068
  nChanged 21
		SP:Iteration 18Q (70138.590000 sec): 3 clusters
  Score: Raw -252026.626451 + Penalty 3621.369312 = -248405.257139
  nChanged 17
		SP:Iteration 19Q (70138.770000 sec): 3 clusters
  Score: Raw -252059.804501 + Penalty 3621.369312 = -248438.435189
  nChanged 16
		SP:Iteration 20F (70138.940000 sec): 3 clusters
  Score: Raw -252095.553605 + Penalty 3621.369312 = -248474.184294
  nChanged 21
		SP:Iteration 21Q (70139.120000 sec): 3 clusters
  Score: Raw -252132.673973 + Penalty 3621.369312 = -248511.304661
  nChanged 11
		SP:Iteration 22Q (70139.290000 sec): 3 clusters
  Score: Raw -252150.450131 + Penalty 3621.369312 = -248529.080819
  nChanged 11
		SP:Iteration 23Q (70139.440000 sec): 3 clusters
  Score: Raw -252170.923195 + Penalty 3621.369312 = -248549.553883
  nChanged 8
		SP:Iteration 24Q (70139.470000 sec): 3 clusters
  Score: Raw -252178.142962 + Penalty 3621.369312 = -248556.773650
  nChanged 5
		SP:Iteration 25Q (70139.510000 sec): 3 clusters
  Score: Raw -252182.655602 + Penalty 3621.369312 = -248561.286290
  nChanged 2
		SP:Iteration 26Q (70139.550000 sec): 3 clusters
  Score: Raw -252187.103885 + Penalty 3621.369312 = -248565.734573
  nChanged 2
		SP:Iteration 27Q (70139.590000 sec): 3 clusters
  Score: Raw -252188.360326 + Penalty 3621.369312 = -248566.991015
  nChanged 1
		SP:Iteration 28Q (70139.640000 sec): 3 clusters
  Score: Raw -252190.268602 + Penalty 3621.369312 = -248568.899291
  nChanged 3
		SP:Iteration 29Q (70139.680000 sec): 3 clusters
  Score: Raw -252193.749363 + Penalty 3621.369312 = -248572.380051
  nChanged 2
		SP:Iteration 30Q (70139.710000 sec): 3 clusters
  Score: Raw -252195.605545 + Penalty 3621.369312 = -248574.236233
  nChanged 1
		SP:Iteration 31Q (70139.750000 sec): 3 clusters
  Score: Raw -252197.177077 + Penalty 3621.369312 = -248575.807765
  nChanged 1
		SP:Iteration 32Q (70139.790000 sec): 3 clusters
  Score: Raw -252199.212744 + Penalty 3621.369312 = -248577.843433
  nChanged 1
		SP:Iteration 33Q (70139.830000 sec): 3 clusters
  Score: Raw -252200.534527 + Penalty 3621.369312 = -248579.165215
  nChanged 3
		SP:Iteration 34Q (70139.870000 sec): 3 clusters
  Score: Raw -252205.389487 + Penalty 3621.369312 = -248584.020175
  nChanged 2
		SP:Iteration 35Q (70139.910000 sec): 3 clusters
  Score: Raw -252208.560880 + Penalty 3621.369312 = -248587.191568
  nChanged 3
		SP:Iteration 36Q (70139.960000 sec): 3 clusters
  Score: Raw -252219.257516 + Penalty 3621.369312 = -248597.888204
  nChanged 7
		SP:Iteration 37Q (70140.000000 sec): 3 clusters
  Score: Raw -252229.904841 + Penalty 3621.369312 = -248608.535529
  nChanged 6
		SP:Iteration 38Q (70140.040000 sec): 3 clusters
  Score: Raw -252237.154743 + Penalty 3621.369312 = -248615.785431
  nChanged 2
		SP:Iteration 39Q (70140.080000 sec): 3 clusters
  Score: Raw -252239.674205 + Penalty 3621.369312 = -248618.304893
  nChanged 1
		SP:Iteration 40F (70140.120000 sec): 3 clusters
  Score: Raw -252241.126892 + Penalty 3621.369312 = -248619.757581
  nChanged 2
		SP:Iteration 41Q (70140.160000 sec): 3 clusters
  Score: Raw -252243.786132 + Penalty 3621.369312 = -248622.416820
  nChanged 1
		SP:Iteration 42Q (70140.200000 sec): 3 clusters
  Score: Raw -252244.392251 + Penalty 3621.369312 = -248623.022940
  nChanged 1
		SP:Iteration 43Q (70140.240000 sec): 3 clusters
  Score: Raw -252245.596571 + Penalty 3621.369312 = -248624.227259
  nChanged 0
		SP:Iteration 44F (70140.280000 sec): 3 clusters
  Score: Raw -252245.596571 + Penalty 3621.369312 = -248624.227259
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 64 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70140.310000 sec): 2 clusters
  Score: Raw -12988.459217 + Penalty 1235.934442 = -11752.524775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70140.320000 sec): 3 clusters
  Score: Raw -13402.986625 + Penalty 2471.868884 = -10931.117740
  nChanged 10
		SP:Iteration 1F (70140.330000 sec): 3 clusters
  Score: Raw -13449.925294 + Penalty 2471.868884 = -10978.056409
  nChanged 1
		SP:Iteration 2Q (70140.330000 sec): 3 clusters
  Score: Raw -13454.563392 + Penalty 2471.868884 = -10982.694508
  nChanged 1
		SP:Iteration 3Q (70140.340000 sec): 3 clusters
  Score: Raw -13456.720382 + Penalty 2471.868884 = -10984.851497
  nChanged 0
		SP:Iteration 4F (70140.350000 sec): 3 clusters
  Score: Raw -13456.720382 + Penalty 2471.868884 = -10984.851497
  nChanged 0
Memory request: 0.00 GB would take us to total of 3.87 GB.

 Trying to split cluster 66 (892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70140.390000 sec): 2 clusters
  Score: Raw -147039.995882 + Penalty 1684.779601 = -145355.216281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70140.420000 sec): 3 clusters
  Score: Raw -146954.161049 + Penalty 3369.559202 = -143584.601847
  nChanged 229
		SP:Iteration 1F (70140.450000 sec): 3 clusters
  Score: Raw -147294.952428 + Penalty 3369.559202 = -143925.393226
  nChanged 82
		SP:Iteration 2F (70140.480000 sec): 3 clusters
  Score: Raw -147464.996742 + Penalty 3369.559202 = -144095.437540
  nChanged 67
		SP:Iteration 3F (70140.510000 sec): 3 clusters
  Score: Raw -147626.882031 + Penalty 3369.559202 = -144257.322829
  nChanged 70
		SP:Iteration 4F (70140.540000 sec): 3 clusters
  Score: Raw -147815.688360 + Penalty 3369.559202 = -144446.129159
  nChanged 58
		SP:Iteration 5F (70140.570000 sec): 3 clusters
  Score: Raw -147973.611007 + Penalty 3369.559202 = -144604.051805
  nChanged 40
		SP:Iteration 6Q (70140.610000 sec): 3 clusters
  Score: Raw -148066.950382 + Penalty 3369.559202 = -144697.391181
  nChanged 24
		SP:Iteration 7Q (70140.630000 sec): 3 clusters
  Score: Raw -148137.648715 + Penalty 3369.559202 = -144768.089513
  nChanged 8
		SP:Iteration 8Q (70140.670000 sec): 3 clusters
  Score: Raw -148179.099717 + Penalty 3369.559202 = -144809.540515
  nChanged 8
		SP:Iteration 9Q (70140.690000 sec): 3 clusters
  Score: Raw -148200.558830 + Penalty 3369.559202 = -144830.999628
  nChanged 5
		SP:Iteration 10Q (70140.720000 sec): 3 clusters
  Score: Raw -148221.755368 + Penalty 3369.559202 = -144852.196166
  nChanged 6
		SP:Iteration 11Q (70140.750000 sec): 3 clusters
  Score: Raw -148232.345979 + Penalty 3369.559202 = -144862.786777
  nChanged 1
		SP:Iteration 12Q (70140.780000 sec): 3 clusters
  Score: Raw -148233.865810 + Penalty 3369.559202 = -144864.306608
  nChanged 0
		SP:Iteration 13F (70140.810000 sec): 3 clusters
  Score: Raw -148233.865810 + Penalty 3369.559202 = -144864.306608
  nChanged 0
------ Evaluating fit on full set of 1549918 points ------
  Score: Raw -274386456.484808 + Penalty 229769.846858 = -274156686.637949
Time taken for this iteration:25031.600000 seconds.
 21->66 Clusters: Score -274156686.637949, best is -273937325.454119
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 63182 (time per iteration =164.463574 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1548562327200.000000 (time per metric unit =6.710184ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 46456869816000.000000 (time per metric unit=223.672786ps)

That took 10391.137517 seconds.
